finesse-simulation-O4/high order mode.ipynb

1536 lines
1.5 MiB

{
"cells": [
{
"cell_type": "markdown",
"id": "a6ba3eb0-8f27-4ebd-b407-3f25f449c6bf",
"metadata": {},
"source": [
"# Imports"
]
},
{
"cell_type": "code",
"execution_count": 103,
"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",
"from rich.logging import RichHandler\n",
"\n",
"from finesse.model import Model\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",
" Noxaxis,\n",
")\n",
"from finesse.components import Mirror\n",
"from finesse.exceptions import ModelMissingAttributeError\n",
"\n",
"from pathlib import Path\n",
"\n",
"from matplotlib.pyplot import figure, show\n",
"from matplotlib.colors import LogNorm\n",
"\n",
"from numpy import (\n",
" geomspace,\n",
" pi,\n",
" angle,\n",
" diff,\n",
" loadtxt,\n",
" load,\n",
" sqrt,\n",
" mean,\n",
" where,\n",
" zeros,\n",
")"
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "4c038d40-1d01-49cb-9182-a9a0e94d0d40",
"metadata": {},
"outputs": [],
"source": [
"from gettext import install\n",
"from logging import getLogger, basicConfig, INFO, WARNING"
]
},
{
"cell_type": "code",
"execution_count": 14,
"id": "12fc3934-0929-479f-9431-95bd8788d7ee",
"metadata": {},
"outputs": [],
"source": [
"from utils import (\n",
" DisplayData,\n",
" display_displaydata,\n",
" fix_dark_fringe,\n",
" get_QNLS,\n",
" TF,\n",
")\n",
"from MaskedReadoutRF import MaskedReadoutRF"
]
},
{
"cell_type": "code",
"execution_count": 15,
"id": "5d4f2612-c5ea-4b21-a326-7074022966bc",
"metadata": {},
"outputs": [],
"source": [
"install(__name__)\n",
"theme = Theme(\n",
" {\n",
" \"strong\": \"cyan underline\",\n",
" \"result\": \"red bold\",\n",
" }\n",
")\n",
"console = Console(theme=theme)\n",
"basicConfig(\n",
" level=WARNING,\n",
" format=\"%(message)s\",\n",
" datefmt=\"[%X]\",\n",
" handlers=[RichHandler(console=console, rich_tracebacks=True)],\n",
")\n",
"logger = getLogger(__name__)"
]
},
{
"cell_type": "markdown",
"id": "eb7d2340-c817-4309-9599-6d58070ff4ab",
"metadata": {},
"source": [
"## Paramètres généraux"
]
},
{
"cell_type": "code",
"execution_count": 19,
"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_DEBUG = False # if some figure should be displayed\n",
"C_B1_DETECTOR = \"TF\""
]
},
{
"cell_type": "markdown",
"id": "3052aa2b-350e-4eb3-b31c-a4204ab84dac",
"metadata": {},
"source": [
"## Modèle simplifié de Virgo"
]
},
{
"cell_type": "code",
"execution_count": 20,
"id": "d32480d0-8525-478a-9af5-b1a1c8b30f1d",
"metadata": {},
"outputs": [],
"source": [
"model: Model = Model()\n",
"model.phase_config(zero_k00=False, zero_tem00_gouy=True)\n",
"\n",
"model.parse(Path(\"model.kat\").read_text())\n",
"model.lambda0 = model.get(\"wavelength\")\n",
"model.SR.xbeta = 2e-6 # yaw rotation of SR\n",
"model.laser.P = C_POWER\n",
"model.fsig.f = 1.0\n",
"\n",
"if C_DEBUG:\n",
" # Show model elements\n",
" graph = model.plot_graph()\n",
" show()"
]
},
{
"cell_type": "code",
"execution_count": 21,
"id": "370c1750-922a-4235-954f-dd8116a7a8bd",
"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=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">[12:04:17] </span><span style=\"color: #000080; text-decoration-color: #000080\">INFO </span> Adding B1 to the model <a href=\"file:///tmp/ipykernel_13278/2195900111.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">2195900111.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///tmp/ipykernel_13278/2195900111.py#16\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">16</span></a>\n",
"</pre>\n"
],
"text/plain": [
"\u001b[2;36m[12:04:17]\u001b[0m\u001b[2;36m \u001b[0m\u001b[34mINFO \u001b[0m Adding B1 to the model \u001b]8;id=394704;file:///tmp/ipykernel_13278/2195900111.py\u001b\\\u001b[2m2195900111.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=111733;file:///tmp/ipykernel_13278/2195900111.py#16\u001b\\\u001b[2m16\u001b[0m\u001b]8;;\u001b\\\n"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"try:\n",
" model.get(\"B1\")\n",
" logger.info(\"B1 already exists\")\n",
"except ModelMissingAttributeError:\n",
" model.add(\n",
" MaskedReadoutRF(\n",
" \"B1\",\n",
" output_detectors=True,\n",
" optical_node=model.SDB1.p2.o,\n",
" f=0.0,\n",
" phase=0.0,\n",
" pdtype=None,\n",
" )\n",
" )\n",
" model.B1.f = model.fsig.f\n",
" logger.info(\"Adding B1 to the model\")"
]
},
{
"cell_type": "code",
"execution_count": 22,
"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\"),\n",
" model.get(\"MICH.DC\"),\n",
" bounds=[-180, 180],\n",
" tol=1e-14,\n",
" ),\n",
" Change(\n",
" {\n",
" \"PR.misaligned\": False,\n",
" }\n",
" ),\n",
" Maximize(\n",
" model.get(\"PR_p2\"),\n",
" model.get(\"PRCL.DC\"),\n",
" bounds=[-180, 180],\n",
" tol=1e-14,\n",
" ),\n",
" Change(\n",
" {\n",
" \"SR.misaligned\": False,\n",
" }\n",
" ),\n",
" Maximize(\n",
" model.get(\"B1_DC\"),\n",
" model.get(\"SRCL.DC\"),\n",
" bounds=[-180, 180],\n",
" 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",
")\n",
"model.modes(maxtem=9)\n",
"model.B1.select_mask(exclude=(0, 0))"
]
},
{
"cell_type": "code",
"execution_count": 23,
"id": "14c711bb-820e-4ee1-91e9-b1d29350513d",
"metadata": {},
"outputs": [
{
"data": {
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",
"text/plain": [
"<Figure size 1300x1000 with 6 Axes>"
]
},
"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=\"color: #800000; text-decoration-color: #800000; font-weight: bold\">0.00140380859375</span> with <span style=\"color: #800000; text-decoration-color: #800000; font-weight: bold\">14</span><span style=\"color: #800000; text-decoration-color: #800000; font-weight: bold\"> steps</span> give <span style=\"color: #800000; text-decoration-color: #800000; font-weight: bold\">0.007915</span><span style=\"color: #800000; text-decoration-color: #800000; font-weight: bold\"> mW</span> on the <span style=\"color: #008080; text-decoration-color: #008080; text-decoration: underline\">dark fringe</span>\n",
"</pre>\n"
],
"text/plain": [
"\u001b[1;31m0.00140380859375\u001b[0m with \u001b[1;31m14\u001b[0m\u001b[1;31m steps\u001b[0m give \u001b[1;31m0.007915\u001b[0m\u001b[1;31m mW\u001b[0m on the \u001b[4;36mdark fringe\u001b[0m\n"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"logger.setLevel(WARNING)\n",
"for handler in logger.handlers:\n",
" handler.setLevel(WARNING)\n",
"display_displaydata(\n",
" model,\n",
" [\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",
"number, power = fix_dark_fringe(model, C_DARK_FRINGE)\n",
"console.print(\n",
" \"[result]{dof}[/result] with [result]{number} steps[/result] give [result]{power:.6f} mW[/result] on the [strong]dark fringe[/strong]\".format(\n",
" number=number,\n",
" dof=model.DARM.DC,\n",
" power=power,\n",
" )\n",
")\n",
"logger.setLevel(INFO)\n",
"for handler in logger.handlers:\n",
" handler.setLevel(INFO)"
]
},
{
"cell_type": "code",
"execution_count": 24,
"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\"> 3.5273402815356754 </span>│\n",
"│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> cavité de recyclage de puissance </span>│<span style=\"color: #008080; text-decoration-color: #008080\"> 965.2420984750627 </span>│\n",
"│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> cavité ouest </span>│<span style=\"color: #008080; text-decoration-color: #008080\"> 135240.60865752754 </span>│\n",
"│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> cavité nord </span>│<span style=\"color: #008080; text-decoration-color: #008080\"> 133173.12205279942 </span>│\n",
"│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> frange noire </span>│<span style=\"color: #008080; text-decoration-color: #008080\"> 0.013559860976367334 </span>│\n",
"│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> SNEB </span>│<span style=\"color: #008080; text-decoration-color: #008080\"> 0.5977392789378387 </span>│\n",
"│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> SWEB </span>│<span style=\"color: #008080; text-decoration-color: #008080\"> 0.5814642732011053 </span>│\n",
"│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> SDB1 </span>│<span style=\"color: #008080; text-decoration-color: #008080\"> 0.013557949035969666 </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[36m3.5273402815356754 \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[36m965.2420984750627 \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[36m135240.60865752754 \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[36m133173.12205279942 \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[36m0.013559860976367334\u001b[0m\u001b[36m \u001b[0m│\n",
"│\u001b[37m \u001b[0m\u001b[37mSNEB \u001b[0m\u001b[37m \u001b[0m│\u001b[36m \u001b[0m\u001b[36m0.5977392789378387 \u001b[0m\u001b[36m \u001b[0m│\n",
"│\u001b[37m \u001b[0m\u001b[37mSWEB \u001b[0m\u001b[37m \u001b[0m│\u001b[36m \u001b[0m\u001b[36m0.5814642732011053 \u001b[0m\u001b[36m \u001b[0m│\n",
"│\u001b[37m \u001b[0m\u001b[37mSDB1 \u001b[0m\u001b[37m \u001b[0m│\u001b[36m \u001b[0m\u001b[36m0.013557949035969666\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\"> 6.592588499188424e-06 </span>│\n",
"│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> Bras ouest </span>│<span style=\"color: #800080; text-decoration-color: #800080\"> -5.8479547500610346e-05 </span>│\n",
"│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> PR </span>│<span style=\"color: #800080; text-decoration-color: #800080\"> -44.946681098699614 </span>│\n",
"│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> SR </span>│<span style=\"color: #800080; text-decoration-color: #800080\"> -135.0960161170923 </span>│\n",
"│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> MICH </span>│<span style=\"color: #800080; text-decoration-color: #800080\"> -89.79029219055182 </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[35m6.592588499188424e-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-5.8479547500610346e-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-44.946681098699614 \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-135.0960161170923 \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-89.79029219055182 \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(\n",
" \"cavité de recyclage de puissance\", str(solution[\"PR_p2\"])\n",
")\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": 25,
"id": "7fde067a-52b7-4798-8bd6-0890e27f33e2",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 1400x500 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"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\"> Position des différents miroirs </span>\n",
"┏━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━┓\n",
"┃<span style=\"font-weight: bold\"> miroir </span>┃<span style=\"font-weight: bold\"> offset (°) </span>┃<span style=\"font-weight: bold\"> offset (m) </span>┃\n",
"┡━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━┩\n",
"│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> NE </span>│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> 44.894450783567535 </span>│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> 2.6537608685397703e-07 </span>│\n",
"│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> NE_AR </span>│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> 44.894450783567535 </span>│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> 2.6537608685397703e-07 </span>│\n",
"│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> NI </span>│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> 44.89514609527591 </span>│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> 2.6538019691874205e-07 </span>│\n",
"│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> NI_AR </span>│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> 44.89514609527591 </span>│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> 2.6538019691874205e-07 </span>│\n",
"│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> WE </span>│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> -44.894502670526535 </span>│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> -2.6537639356355686e-07 </span>│\n",
"│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> WE_AR </span>│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> -44.894502670526535 </span>│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> -2.6537639356355686e-07 </span>│\n",
"│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> WI </span>│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> -44.89514609527591 </span>│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> -2.6538019691874205e-07 </span>│\n",
"│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> WI_AR </span>│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> -44.89514609527591 </span>│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> -2.6538019691874205e-07 </span>│\n",
"│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> PR </span>│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> -44.946681098699614 </span>│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> -2.656848260500911e-07 </span>│\n",
"│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> PR_AR </span>│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> -44.946681098699614 </span>│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> -2.656848260500911e-07 </span>│\n",
"│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> SR </span>│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> -135.0960161170923 </span>│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> -7.985675619365901e-07 </span>│\n",
"│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> SR_AR </span>│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> -135.0960161170923 </span>│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> -7.985675619365901e-07 </span>│\n",
"└────────┴─────────────────────┴─────────────────────────┘\n",
"</pre>\n"
],
"text/plain": [
"\u001b[3m Position des différents miroirs \u001b[0m\n",
"┏━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━┓\n",
"┃\u001b[1m \u001b[0m\u001b[1mmiroir\u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1moffset (°) \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1moffset (m) \u001b[0m\u001b[1m \u001b[0m┃\n",
"┡━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━┩\n",
"│\u001b[37m \u001b[0m\u001b[37mNE \u001b[0m\u001b[37m \u001b[0m│\u001b[37m \u001b[0m\u001b[37m44.894450783567535 \u001b[0m\u001b[37m \u001b[0m│\u001b[37m \u001b[0m\u001b[37m2.6537608685397703e-07 \u001b[0m\u001b[37m \u001b[0m│\n",
"│\u001b[37m \u001b[0m\u001b[37mNE_AR \u001b[0m\u001b[37m \u001b[0m│\u001b[37m \u001b[0m\u001b[37m44.894450783567535 \u001b[0m\u001b[37m \u001b[0m│\u001b[37m \u001b[0m\u001b[37m2.6537608685397703e-07 \u001b[0m\u001b[37m \u001b[0m│\n",
"│\u001b[37m \u001b[0m\u001b[37mNI \u001b[0m\u001b[37m \u001b[0m│\u001b[37m \u001b[0m\u001b[37m44.89514609527591 \u001b[0m\u001b[37m \u001b[0m│\u001b[37m \u001b[0m\u001b[37m2.6538019691874205e-07 \u001b[0m\u001b[37m \u001b[0m│\n",
"│\u001b[37m \u001b[0m\u001b[37mNI_AR \u001b[0m\u001b[37m \u001b[0m│\u001b[37m \u001b[0m\u001b[37m44.89514609527591 \u001b[0m\u001b[37m \u001b[0m│\u001b[37m \u001b[0m\u001b[37m2.6538019691874205e-07 \u001b[0m\u001b[37m \u001b[0m│\n",
"│\u001b[37m \u001b[0m\u001b[37mWE \u001b[0m\u001b[37m \u001b[0m│\u001b[37m \u001b[0m\u001b[37m-44.894502670526535\u001b[0m\u001b[37m \u001b[0m│\u001b[37m \u001b[0m\u001b[37m-2.6537639356355686e-07\u001b[0m\u001b[37m \u001b[0m│\n",
"│\u001b[37m \u001b[0m\u001b[37mWE_AR \u001b[0m\u001b[37m \u001b[0m│\u001b[37m \u001b[0m\u001b[37m-44.894502670526535\u001b[0m\u001b[37m \u001b[0m│\u001b[37m \u001b[0m\u001b[37m-2.6537639356355686e-07\u001b[0m\u001b[37m \u001b[0m│\n",
"│\u001b[37m \u001b[0m\u001b[37mWI \u001b[0m\u001b[37m \u001b[0m│\u001b[37m \u001b[0m\u001b[37m-44.89514609527591 \u001b[0m\u001b[37m \u001b[0m│\u001b[37m \u001b[0m\u001b[37m-2.6538019691874205e-07\u001b[0m\u001b[37m \u001b[0m│\n",
"│\u001b[37m \u001b[0m\u001b[37mWI_AR \u001b[0m\u001b[37m \u001b[0m│\u001b[37m \u001b[0m\u001b[37m-44.89514609527591 \u001b[0m\u001b[37m \u001b[0m│\u001b[37m \u001b[0m\u001b[37m-2.6538019691874205e-07\u001b[0m\u001b[37m \u001b[0m│\n",
"│\u001b[37m \u001b[0m\u001b[37mPR \u001b[0m\u001b[37m \u001b[0m│\u001b[37m \u001b[0m\u001b[37m-44.946681098699614\u001b[0m\u001b[37m \u001b[0m│\u001b[37m \u001b[0m\u001b[37m-2.656848260500911e-07 \u001b[0m\u001b[37m \u001b[0m│\n",
"│\u001b[37m \u001b[0m\u001b[37mPR_AR \u001b[0m\u001b[37m \u001b[0m│\u001b[37m \u001b[0m\u001b[37m-44.946681098699614\u001b[0m\u001b[37m \u001b[0m│\u001b[37m \u001b[0m\u001b[37m-2.656848260500911e-07 \u001b[0m\u001b[37m \u001b[0m│\n",
"│\u001b[37m \u001b[0m\u001b[37mSR \u001b[0m\u001b[37m \u001b[0m│\u001b[37m \u001b[0m\u001b[37m-135.0960161170923 \u001b[0m\u001b[37m \u001b[0m│\u001b[37m \u001b[0m\u001b[37m-7.985675619365901e-07 \u001b[0m\u001b[37m \u001b[0m│\n",
"│\u001b[37m \u001b[0m\u001b[37mSR_AR \u001b[0m\u001b[37m \u001b[0m│\u001b[37m \u001b[0m\u001b[37m-135.0960161170923 \u001b[0m\u001b[37m \u001b[0m│\u001b[37m \u001b[0m\u001b[37m-7.985675619365901e-07 \u001b[0m\u001b[37m \u001b[0m│\n",
"└────────┴─────────────────────┴─────────────────────────┘\n"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"solution = get_QNLS(model, 5, 5000, C_PRECISION)\n",
"\n",
"QNLS = load(\"sensitivities/finesse-virgo.npy\")\n",
"current_O4_sensitivity_ASD = loadtxt(\n",
" \"sensitivities/O4_nominal_reference.txt\"\n",
")\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",
"tf = TF(\n",
" model, [\"DARM\"], [C_B1_DETECTOR], geomspace(5, 10000, C_PRECISION)\n",
")\n",
"\n",
"Figure = figure()\n",
"Figure.gca().loglog(tf.f, abs(tf.get(C_B1_DETECTOR)))\n",
"show()\n",
"\n",
"maximum_amplitude_step: float = max(\n",
" abs(diff(angle(tf.get(C_B1_DETECTOR))))\n",
")\n",
"\n",
"\"\"\"\n",
"pole_index = round(\n",
" mean(\n",
" where(\n",
" abs(angle(tf.get(C_B1_DETECTOR)) + pi / 4)\n",
" < 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",
"\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": [
"## Comparaison avec Optickle"
]
},
{
"cell_type": "code",
"execution_count": 26,
"id": "fd3b1078-0fd6-4e1b-9e55-b231d9464bdf",
"metadata": {},
"outputs": [],
"source": [
"model.SNEB.phi = model.NE.phi - 45\n",
"model.SWEB.phi = model.WE.phi - 45\n",
"model.SDB1.phi = model.SR.phi + 45\n",
"\n",
"quad_tf: dict[str, SeriesSolution] = dict()\n",
"in_tf: dict[str, SeriesSolution] = dict()\n",
"\n",
"for bench_name in [\"SNEB\", \"SWEB\", \"SDB1\"]:\n",
" quad_tf[bench_name] = TF(\n",
" model,\n",
" [\"{}_z\".format(bench_name)],\n",
" [C_B1_DETECTOR],\n",
" geomspace(5, 10000, C_PRECISION),\n",
" )\n",
"\n",
"quad_tf[\"DARM\"] = TF(\n",
" model,\n",
" [\"DARM\"],\n",
" [C_B1_DETECTOR],\n",
" geomspace(5, 10000, C_PRECISION),\n",
")\n",
"\n",
"model.SNEB.phi = model.NE.phi\n",
"model.SWEB.phi = model.WE.phi\n",
"model.SDB1.phi = model.SR.phi\n",
"\n",
"for bench_name in [\"SNEB\", \"SWEB\", \"SDB1\"]:\n",
" in_tf[bench_name] = TF(\n",
" model,\n",
" [\"{}_z\".format(bench_name)],\n",
" [C_B1_DETECTOR],\n",
" geomspace(5, 10000, C_PRECISION),\n",
" )\n",
"\n",
"in_tf[\"DARM\"] = TF(\n",
" model,\n",
" [\"DARM\"],\n",
" [C_B1_DETECTOR],\n",
" geomspace(5, 10000, C_PRECISION),\n",
")\n",
"\n",
"modelisation_file = Path(\"TF results/TEM00_2025-05-22.npy\")\n",
"\n",
"TEM00_TFs = load(modelisation_file, allow_pickle=True)\n",
"TEM00_TF_in = TEM00_TFs[0]\n",
"TEM00_TF_qu = TEM00_TFs[1]"
]
},
{
"cell_type": "markdown",
"id": "be43f8b2-eddf-4dfc-a342-a54017b571f6",
"metadata": {},
"source": [
"### En fonction de la phase"
]
},
{
"cell_type": "code",
"execution_count": 36,
"id": "61c3d4e0-b8bc-48e0-83cd-5675c62feba1",
"metadata": {},
"outputs": [
{
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",
"text/plain": [
"<Figure size 700x500 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 700x500 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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e3t52y6/1zDPPUKJEiXTHdDqdJaeMyWQiOjqalJQU6tevn+lz3adPH3x9fS2PmzdvDvz7OpvzMv3555/cvXvXpvn99NNPmEwmevfuze3bty0fgYGBVKxYMcNtfi4uLgwaNMimMfJq0KBB6XLwPHr+hw4d4sKFC7z++usZ8kWlvW3OWkajkY0bN9KjRw/CwsIsx4OCgujXrx/bt2+3fM+bDRs2LN1YzZs3x2g0cunSJavGHDJkiOXrYsWKUblyZTw8PNJd3VK5cmWKFSuWLtbXr19Pw4YNadasmeWYp6cnw4YN4+LFi5bbydavX09QUBC9evWy1HN3d2fYsGFWzc8a0dHRbNmyhd69exMbG2uJpTt37tCxY0fOnDmT6Q5vOVm/fj2BgYH07dvXcszJyYlRo0YRFxfH1q1b09XP7HsuMxqNht9//50PP/wQX19ffvjhB0aMGEHZsmXp06dPpjmcAMLCwnjxxReZN28eN27cyHaMRo0aERERkeEj7bmY/fjjj0RERLBx40YWLlxIpUqVeOaZZ9i5c2eO5yKEEMKxyC11QgghVOPt7Q2k5iuyxqVLl9BqtRl2QAsMDKRYsWIZ/khNu6gE4OPjA0BISEimxx9ddNBqten+cAaoVKkSgCVHCsCvv/7Khx9+yOHDh9Pldsnsj3bzLT05+eSTTxgwYAAhISHUq1ePzp07079/f8t8zOdauXLlDG2rVKnC9u3b0x1zdXXN8Mekr69vjgstWY3j7OxMWFiY1QsDtsrqeVq8eDGff/45J0+exGAwZFv/0dffvPhkPmcXFxemTZvGG2+8QUBAAE888QRdu3alf//+ljwwWTlz5gyKolCxYsVMy8237JmVKlXqsSc9z+n8zbl4Ht2WPrdu3bpFQkJCpjFZtWpVyy5i1atXt3qO2ckspn18fChdunSG7z0fH590fV66dCnD7X3meZrLa9SowaVLl6hQoUKG/jI7x9w6e/YsiqIwceJEJk6cmGmdqKgoSpUqZVO/ly5domLFiukWiiH9OaZl7c8mSP3eeeedd3jnnXe4ceMGW7duZebMmaxcuRInJyeWLl2aabv//ve/LFmyhKlTp1ryhGXG39/f6h0aW7RokS5peK9evahYsSKvvfYaBw4csPqchBBC5D9ZcBJCCKEab29vgoODOXbsmE3trL36QqfT2XRceSQZuDX++usvunfvTosWLfjyyy8JCgrCycmJhQsXZpqo+NH8I1np3bs3zZs3Z82aNWzcuJFPP/2UadOm8dNPP9GpUyeb55nVOTuqzJ6npUuXMnDgQHr06MGbb75JyZIl0el0TJkyxbJ4kpY1r/Prr79Ot27dWLt2Lb///jsTJ05kypQpbNmyhTp16mQ5P5PJhEaj4bfffst0HE9PzxzPx1ZZxb3RaMx0DmrGub3kZY6P4/vbFra+PmYmkwmAcePG0bFjx0zrPLrIbg+5jdGgoCCee+45nnnmGapXr87KlStZtGhRprmdwsLCeOGFF5g3bx7jx4/P65Qz5enpSaNGjfj555+Jj4/Hw8PDLuMIIYRQnyw4CSGEUFXXrl2ZN28eu3btSnf7W2bKli2LyWTizJkzlv/SQ2oC4Hv37lmS2arFZDJx/vx5y1VNAKdPnwawJPv+8ccfcXV15ffff8fFxcVSb+HChXkePygoiFdffZVXX32VqKgo6taty0cffUSnTp0s53rq1CnatGmTrt2pU6dUey7SjpP2aq/k5GQuXLhg9VUIj8rNLVurV68mLCyMn376KV178+54uVW+fHneeOMN3njjDc6cOUN4eDiff/55lldpmNsoikK5cuXSxYc9+fr6Znq70qVLlzJciWcNczLyY8eOZfs6WvtalShRAnd3d06dOpWh7OTJk2i12gxXF+aXsmXLZjlPc7n587Fjx1AUJd3zkFnb3L4+5jInJ6dcfz9lpmzZsvz999+YTKZ0Vzk9eo5qcXJyolatWpw5c8Zye2lm/vvf/7J06VKmTZum6vhppaSkABAXFycLTkIIUYBIDichhBCqeuutt/Dw8GDIkCFERkZmKD937pzl1ovOnTsDMGPGjHR1pk+fDpBhRzg1zJ492/K1oijMnj0bJycn2rZtC6ReTaHRaDAajZZ6Fy9eZO3atbke02g0cv/+/XTHSpYsSXBwsOWWvfr161OyZEnmzp2b7ja+3377jX/++Ue156Jdu3Y4OzvzxRdfpLtCZMGCBdy/fz/X45j/CMwq30tmzFeJpJ3Hnj172LVrV67mkJCQQGJiYrpj5cuXx8vLK9Nt79Pq2bMnOp2O9957L8OVM4qicOfOnVzNKTvly5dn9+7dJCcnW479+uuvXLlyJVf91a1bl3LlyjFjxowMr0Pac7L2tdLpdHTo0IGff/453S2nkZGRfP/99zRr1sxyG21+69y5M3v37k0XO/Hx8cybN4/Q0FBLnrXOnTtz/fp1Vq9ebamXkJDAvHnzMvSZ29enZMmStGrViq+//jrT3Ea3bt2y+fzMc79582a6Hf9SUlKYNWsWnp6etGzZMlf9njlzhsuXL2c4fu/ePXbt2oWvr2+2uaDKly/PCy+8wNdff83NmzdzNYfsREdHs3PnTgIDAylZsqTq/QshhLAfucJJCCGEqsqXL8/3339Pnz59qFq1Kv3796dGjRokJyezc+dOyzbeALVr12bAgAHMmzePe/fu0bJlS/bu3cvixYvp0aMHrVu3VnVurq6ubNiwgQEDBtCoUSN+++031q1bx9tvv235g6pLly5Mnz6dJ598kn79+hEVFcWcOXOoUKECf//9d67GjY2NpXTp0vTq1YvatWvj6enJpk2b2LdvH59//jmQejXBtGnTGDRoEC1btqRv375ERkYyc+ZMQkNDGTNmjCrPQYkSJZgwYQLvvfceTz75JN27d+fUqVN8+eWXNGjQgBdeeCFX/darVw+AUaNG0bFjR3Q6Hc8991y2bbp27cpPP/3E008/TZcuXbhw4QJz586lWrVqxMXF2TyH06dP07ZtW3r37k21atXQ6/WsWbOGyMjIHOdSvnx5PvzwQyZMmMDFixfp0aMHXl5eXLhwgTVr1jBs2DDGjRtn85yyM2TIEFavXs2TTz5J7969OXfuHEuXLrVcqWQrrVbLV199Rbdu3QgPD2fQoEEEBQVx8uRJjh8/zu+//w7Y9lp9+OGHRERE0KxZM1599VX0ej1ff/01SUlJfPLJJ7k7cTsYP348P/zwA506dWLUqFH4+fmxePFiLly4wI8//mi5Imjo0KHMnj2b/v37c+DAAYKCgliyZAnu7u4Z+szL6zNnzhyaNWtGzZo1GTp0KGFhYURGRrJr1y6uXr3KkSNHbD7HYcOG8fXXXzNw4EAOHDhAaGgoq1evZseOHcyYMcPqzRoedeTIEfr160enTp1o3rw5fn5+XLt2jcWLF3P9+nVmzJiR4y2877zzDkuWLOHUqVPpcnqZXbt2LdMrDD09PenRo0e6Y6tXr8bT0xNFUbh+/ToLFizg7t27zJ07N1dXUgohhMhHj39jPCGEEEXB6dOnlaFDhyqhoaGKs7Oz4uXlpTRt2lSZNWtWuq3CDQaD8t577ynlypVTnJyclJCQEGXChAnp6ihK5tuEK0rqNu4jRoxId8y8Lfinn35qOTZgwADFw8NDOXfunNKhQwfF3d1dCQgIUN59913LlulmCxYsUCpWrKi4uLgoVapUURYuXGjZsjunsdOWmbdtT0pKUt58802ldu3aipeXl+Lh4aHUrl1b+fLLLzO0W7FihVKnTh3FxcVF8fPzU55//nnl6tWr6eqYz+VRmc0xK7Nnz1aqVKmiODk5KQEBAcorr7yi3L17N9P+bt26lWN/KSkpymuvvaaUKFFC0Wg0lnlk9lqYmUwm5eOPP1bKli2ruLi4KHXq1FF+/fVXZcCAAUrZsmUt9bLrI+3zfPv2bWXEiBFKlSpVFA8PD8XHx0dp1KiRsnLlynRtsnr+FEVRfvzxR6VZs2aKh4eH4uHhoVSpUkUZMWKEcurUKUudzLZ+z07areQf9fnnnyulSpVSXFxclKZNmyr79+9XWrZsqbRs2dJS548//lAAZdWqVenamp+XhQsXpju+fft2pX379pZYq1WrljJr1ixLeVavlaKkfz7NDh48qHTs2FHx9PRU3N3dldatWys7d+606hzNc//jjz+yfY6yek2yeq4z+3lw7tw5pVevXkqxYsUUV1dXpWHDhsqvv/6aoe2lS5eU7t27K+7u7oq/v78yevRoZcOGDZnO05rXJ6vX4dy5c0r//v2VwMBAxcnJSSlVqpTStWtXZfXq1dk+F1mdn6IoSmRkpDJo0CDF399fcXZ2VmrWrJlh3Oy+XzITGRmpTJ06VWnZsqUSFBSk6PV6xdfXV2nTpk2GuWYXywMGDFCADK9X2bJlFSDTj7Tf5+afN2k/PDw8lMaNG2f4HhZCCFEwaBTFgTJNCiGEEHYycOBAVq9enasrZ4QQQgghhBC2kRxOQgghhBBCCCGEEEJVsuAkhBBCCCGEEEIIIVQlC05CCCGEEEIIIYQQQlWSw0kIIYQQQgghhBBCqEqucBJCCCGEEEIIIYQQqpIFJyGEEEIIIYQQQgihKllwEkIIIYQQQgghhBCqkgUnIYQQQgghhBBCCKEqWXASQgghhBBCCCGEEKqSBSchhBBCCCGEEEIIoSpZcBJCCCGEEEIIIYQQqpIFJyGEEEIIIYQQQgihKllwEkIIIYQQQgghhBCqkgUnIYQQQgghhBBCCKEqWXASQog0fv/9dzQaDUuXLk13PC4ujq5du6LT6fjiiy/yaXZCCCGEEI5H3j8JITKjz+8JCCGEIzly5AgAtWvXthy7du0aXbt25cyZM6xZs4bu3bvn1/SEEEIIIRyOvH8SQmRGFpyEECKNv//+G2dnZ6pUqQKkvoHq0qULJpOJrVu3Uq9evXyeoRBCCCGEY5H3T0KIzMgtdUIIkcaRI0eoWrUqTk5OrF+/nmbNmuHr68vu3bvlzZIQQgghRCbk/ZMQIjOy4CSEEA8lJydz6tQpateuzZdffkn37t1p3LgxO3bsoEyZMvk9PSGEEEIIhyPvn4QQWdEoiqLk9ySEEMIRHD58mDp16hASEsKVK1cYMmQIX331FXq93H0shBBCCJEZef8khMiKXOEkhBAP/f333wDcu3cPNzc3Jk6cKG+WhBBCCCGyIe+fhBBZkQUnIYR4yLzDys8//4xGo6FXr14kJydnqHfx4kU0Gg2enp64u7tTsWJF1q9f/7inK4QQQgiR76x9/ySEKHpkwUkIIR76+++/CQwMpHXr1nz11Vfs27eP0aNHZ6h35MgRatSoQVxcHAkJCQwYMIBXXnklH2YshBBCCJG/rH3/JIQoemTBSQghHvr777+pVasWAP3792fo0KHMnTuXJUuWpKt35MgR6tevb3ncoEEDDAbDY52rEEIIIYQjsPb90+eff85zzz3Hiy++iI+PD9WqVePcuXP5MWUhxGMiC05CCAHcvHmTqKgoyxsmgC+++II6derw8ssvc/ToUcvxtAtO169fZ9q0aTz99NOPfc5CCCGEEPnJlvdPR48eZefOnYwcOZLo6Ghq1KjBt99+mx/TFkI8JrLgJIQQ/Jt/IO0bJldXV1avXo2zszPPPPMMMTExlrrjx4/Hz8+P1q1b88QTT/DZZ5/ly7yFEEIIIfKLLe+fjh49yuTJk2nUqBE6nY6KFSsiG6YLUbjJgpMQQvDvDitp3zABhIWFsWjRIs6ePcuAAQOIi4vj4sWL3Lx5k+joaE6dOsXHH3+Mm5tbfkxbCCGEECLfWPv+yWg0cuLECTp16mSpc/z4capUqfJY5yuEeLw0iiwrCyGE1Xbu3Em/fv24ePFifk9FCCGEEKJAOHXqFC1atCAyMtJyLCwsjJ9++onw8PD8m5gQwq7kCichhLDBkSNHqFatWn5PQwghhBCiwDh69Ci1a9e2PI6NjeXatWvynkqIQk4WnIQQwgay4CSEEEIIYZtHF5yOHTtGpUqVcHZ2zsdZCSHsTW6pE0IIIYQQQgghhBCqkiuchBBCCCGEEEIIIYSqZMFJCCGEEEIIIYQQQqhKn98TKGxMJhPXr1/Hy8sLjUaT39MRQgghRBYURSE2Npbg4GC0WvkfXH6S909CCCFEwWDL+ydZcFLZ9evXCQkJye9pCCGEEMJKV65coXTp0vk9jSJN3j8JIYQQBYs1759kwUllXl5eQOqT7+3tnWU9g8HAxo0b6dChA05OTlb1bW0bNerZo8wR2Ht+avSf2z7UjI+c6uQmBhw9NqDwxoctbSQ+sibxUfjiIyYmhpCQEMvvbpF/rHn/JL8f84/8/JP4yI7Eh8RHdiQ+Cl982PL+SRacVGa+DNzb2zvHBSd3d3e8vb1tCmpr2qhRzx5ljsDe81Oj/9z2oWZ85FQnNzHg6LEBhTc+bGkj8ZE1iY/CGx9yC1f+s+b9k/x+zD/y80/iIzsSHxIf2ZH4KLzxYc37J0lYIIQQQgghhBBCCCFUJQtOQgghhBBCCCGEEEJVsuAkhBBCCCGEEEIIIVQlOZyEEKKAMJlMJCUlodfrSUxMxGg0WtXOYDBY3caaujnVya48qzJb5phf7D1HNfrPTR+FPT6cnJzQ6XQ2tRFCCCGEEHknC05CCFEAJCcnc+HCBYxGI4GBgVy5csXqRMeKoljdxpq6OdXJrjyrMlvmmF/sPUc1+s9NH0UhPooVK0ZgYKDDxpYQQgghRGEkC05CCOHgFEXhxo0b6HQ6SpUqRUJCAp6enmi11t0VbTKZiIuLs6qNNXVzqpNdeVZltswxv9h7jmr0n5s+CnN8KIpCQkICUVFRAAQFBVndVgghhBBC5I0sOAkhhINLSUkhISGB4OBg3N3dSUlJwdXV1aYFheTkZKvaWFM3pzrZlWdVZssc84u956hG/7npo7DHh5ubGwBRUVGULFlSbq8TQgghhHhMHPNdvRBCCAtzzhpnZ+d8nokQBZO7uzuQmgtKCCGEEEI8HrLgJIQQBYTknxEid+R7RwghhBDi8SvSC05PP/00vr6+9OrVK0PZr7/+SuXKlalYsSLffPNNPsxOCCGEEEIIIYQQomAq0gtOo0eP5rvvvstwPCUlhbFjx7JlyxYOHTrEp59+yp07d/JhhkIIIYQQQgghhBAFT5FecGrVqhVeXl4Zju/du5fq1atTqlQpPD096dSpExs3bsyHGQohhFDL5MmTCQ8PV62/0NBQZsyYYXms0WhYu3atav3nhU6ny3Eud+7coWTJkly8ePGxzEktaZ/n27dvU7JkSa5evZq/kxJCCCGEEBk47ILTtm3b6NatG8HBwVm+iZ8zZw6hoaG4urrSqFEj9u7dq8rY169fp1SpUpbHpUqV4tq1a6r0LYQQRcWtW7d45ZVXKFOmDC4uLgQGBvLkk0+ye/duS53Q0FA0Gg06nY7g4GBq165tt9uYx40bx+bNm+3SN8CNGzfo1KmT3fpX20cffcRTTz1FaGgoAEeOHKFv376EhITg5uZG1apVmTlzZv5OMgf+/v7079+fd999N7+nIoQQQgghHqHP7wlkJT4+ntq1azN48GB69uyZoXzFihWMHTuWuXPn0qhRI2bMmEHHjh05deoUJUuWBCA8PJyUlJQMbTdu3EhwcLAq80xKSiIpKcnyOCYmBkjdCSe73XDMZdbumJNkMLJo50US7mlon0Mba/vOrp49yhyBveenRv+57UON193aOrmJAUePDXDc+DAYDCiKgslkQlEUAMtja9jSxpq6OdUxl/fq1QuDwcDChQsJCwsjMjKSzZs3Ex0dna7te++9x0svvcStW7f47bffGDp0KEFBQaov3ri7u+Pu7m718/aozM477dfm3z1q9p/bPszzyKqfhIQEFixYwG+//WZpc+DAAUqUKMF3331HSEgIO3fu5OWXX0ar1TJixAir55hTnZSUFEssP1qeVdu0xx89twEDBtCgQQOmTZuGn59fpnMyj2cwGNDpdJbjjvzzSAghRObS/q7Luk76xyaTgkl5+Nn0b2F2PRkftkkxmtBos/+9bDCaMJpSP5NF3eQUEymm1M+KJmMdw8PypBQTJo0xyzIj/5alGIwYTKl/KxptvJbEiqcRJdtnKCMN/27SYd6vwzLHh+eVWR2N5bEm3eN0dR7ZACTFaCIpxUTcg2TuJcGl6ARCinviotelq6coiuW1NCkKysPPqR+p5YnJBmKSISo2CZ3OaClXFHMc/FvX3E+ywcCVOPj76n20Ol26cqNJ4W5CMvFJKbSqXJJirva9zsdoUohJhjtxSbi5grNOi06rwWg0WfU625PDLjh16tQp2z82pk+fztChQxk0aBAAc+fOZd26dXz77beMHz8egMOHD+dq7ODg4HRXNF27do2GDRtmWnfKlCm89957GY5v3LjRsg1zdiIiIqya029XNGy4qiPITUvFjRFordhwx9q+s6tnjzJHYO/5qdF/bvtQ43W3tk5uYsDRYwMcLz70ej2BgYHExcWRnJyMoihE3bln87gPbGiTVV1XJ63lF35sbGyW7e/fv8/27dv59ddfqVevHgC+vr5UqVIlXVuTyYSTkxMeHh54eHjwyiuv8Omnn7J+/XqaNm2aZf++vr5Mnz6dDRs28NdffxESEsKsWbPw9/dn1KhRHDp0iOrVq/P1119Trlw5AKZOncq6dev466+/ANi+fTvvvvsuJ0+eRK/XU6VKFebPn0+ZMmW4cOEC77zzDvv37ychIYFKlSoxadIkWrVqlW7uiYmJln80+Pr6snTpUrp06QLAnj17GDduHGfOnKFq1aqMGzeOF154gW3btlGzZk22b99Ot27dWLt2LZMnT+bUqVPUqFGDOXPmULFiRcu5rl+/nmnTpnHq1CkCAwPp27cvb7zxBnp96q/wc+fO8dprr3Hw4EFCQ0OZMmVK6mv44IFlbo/6+eefcXZ2plq1apbz6dWrV7pNNLp37862bdtYtWoVL774Yrr25jbmc7h48SI+Pj4AHD16lBYtWnDkyBHKlCnD999/z4QJE/jqq694//33OXv2LAcPHuTw4cN88MEH/P333xgMBmrWrMnHH39M7dq1Lf1bc24hISEEBgbyww8/ZJinWXJyMg8ePGDbtm3p/hGVkJCQaX0hRCGiKGBMBsOD1M9Gw7+fkxLwSbiA5uo+0JgeHk95+PlhHVNqfW1yImFRR9HuPo8CGI0ppKSkYEwxkGJMwZiSgsFgoPSVy0Su2oRiMqGYjOk+TEYDIXejuXxtCSgmMBlTPxQTJsVEaHwCF87OAeXhP5gUBUVRKJeUyPl/PjefEBpFQUFBo6QuWmgUhdSlE/MxxbKaoEl77OFjFAUNJjTmxyipf+A/8pepJsNiQ+blClBPgaiDb2RZnlWfmkeWNB79E8dcvxFw5+DoTOaUdZtH590MiDlkTf1/j7UEHhyCxAw1MmoNJB2GpGzqtAGSD0NyNuWGw5DZv0OyKmubTRtHkdMcM3sNrOUCPAVwHB6Q+mErV6AbwDHb2pUFOJ1Dpf9Bkk5La5OJxMMaHjw81QzLnkpqvCUczLorS3m6INagKIpl/grpY7AOntClsxVnYx8Ou+CUneTkZA4cOMCECRMsx7RaLe3atWPXrl157r9hw4YcO3aMa9eu4ePjw2+//cbEiRMzrTthwgTGjh1reRwTE0NISAgdOnTA29s7yzEMBgMRERG0b98eJyenHOfUJMHAzv/7ixsPUogrUYPnGpbJc9/Z1bNHmSOw9/zU6D+3fajxultbJzcx4OixAY4bH4mJiVy5cgVPT09cXFyIunOPxtN359zQDo5Nbo+bk47Y2Fi8vLwy3W5eURRSUlLw9PQkIiKCNm3a4OLiYilL21ar1eLq6oqXlxf3799n8+bN3Lt3D09Pz2x/hgJ8/vnnfPbZZ8ycOZPx48czfPhwwsLCeOeddyhTpgxDhgxhwoQJrF+/HgAXFxd0Oh3e3t6kpKTwwgsvMGTIEJYvX05ycjJ79+7F29vbMm63bt2YOnUqLi4uLFmyhL59+7J3716qVauWbu5p5+nm5oa3tzcxMTH069ePTp068cMPP3Dp0iXL7woPDw+8vb0t/5SYMmUK06dPx9/fn+HDhzN69Gi2b98OwF9//cUrr7zCjBkzaN68OefOnePll1/GxcWFSZMmYTKZGDhwIAEBAezatYt79+7x+uuvp5tLZg4cOEC9evXw9vbO8Jqk9eDBA0qUKGHp59G65nPw8vKy1DEfM5+nq6srDx48YM6cOXzzzTf4+flRrFgxIiMjGTRoEPXr10dRFKZPn06fPn3Yt28fwcHBKIpiObedO3dy48YNy+/iR8+tUaNG7N+/33Il1qMSExNxc3OjRYsWuLq6Wo5ntSAnhMgnRgMYYiEpBpJi038k3k//ODkeUh6kLiQZHqBLTqDlnZvoL38AKYmW46Q8SF3cyYQT0ArgVM5T0wE1AR7+T1pP5n9IBQDcz6Gz7FYvsvpfjjUrHvnJin+GC1FkmX8EZbeulpfvoWzampT8zaJUIBecbt++jdFoJCAgIN3xgIAATp48aXU/7dq148iRI8THx1O6dGlWrVpF48aN0ev1fP7557Ru3RqTycRbb71F8eLFM+3DxcXF8odUWk5OTlb9QWltvRI+TrzaKoypG04z+88L9GoQipuzLts2aszBHmWOwN7zU6P/3PahZuzlVCc3MeDosQGOFx9Go9GywJHZAs/jlHYO5jk9ymQyodfr+fbbbxk+fDhff/01devWpWXLlvTu3duSt8ncdvz48UycOJGkpCRSUlLw8/Nj6NChmfad1qBBg3juuecsfTRu3JiJEydaro4dPXo0gwYNsvRjnrdWqyUuLo779+/TrVs3y9VE1atXt/Rdp04d6tSpY3n84YcfsnbtWn777TeqV6+ers+089RqtWi1WpYvX45Go+Gbb77B1dWVGjVqcOPGDct5mT8gNZeS+ffN66+/Tp8+fUhOTsbV1ZUPPviA8ePHW67mrVChAh988AFvvfUWkydPZtOmTZw8eZLff/+d4OBgTCYTEydO5Nlnn003xqMuX75MqVKl0Gq1llvTHj2XnTt3snLlStatW2c5/mhd8/G0Xz8aH1qtFoPBwJdffknt2rUxmUzExMTQtm3bdOPNnz+fYsWKsWPHDnr37s3mzZst5xYYGEhYWBgffvghXbp0yXBupUqV4tChQ1merzluH/3ec/SfRUIUeEYDxEVC7E2IvQHxtyDhDiTcffj5DjyIRh9/h84xkTgdys21Cam0QDHI8fKGZEWHAT0p6EhGjwE9BuXhZ/QY0Fm+Tk5zPAUdKWgxosWkPPyMFqNGi0ajQ6PVgVaH0WTC2cUVjdbp4TEtaPVoNFrQ6oiJi8fHxxetTo9Gq0Oj06W218Cd27cJCAzESadDq9Wi02oxAdevXSckJASdXgcaDVqN+bMGjUaL5uHPOK1GAxotWl3qY41Gm1pHm6aOpa4WNA9/p2s0qbc5WX6Opz5XGh6WaXh4NdS/hamfNGg0GkxGIwcPHqRu3bro9U4P66e2M/99nTqMxtKHufzfcR75nEaK0cjePXto2KgRer3OMm56jzzOcPuVkd27dvNE4yfQ6/Tpys3n8qiUFCM7d+6kSZMmD39fZP0eLMVoYMeOnTRt2gS9PvPfLSkpBnaa62Ty+yfFYO6jKU5O6f9MNxhS2LljB03MZZbb1VLYsWMHTZs2Rf9IG2veMVpXx7r3nkrGa3ZQzHPcnjr3tHNUlPSVze3TXmhnqaL8W6Y8rOms0+Ks06LBxPa/ttG8eQtikk0YTQpajQathtTvCUCn1aDVpsacFh5+72D5vjGmpPDXX9to0aIlTnrrlkgMKSls27Y12zYKCsevx3D65n2unD9Lozo18XR1RqfToNNq0GtTP6fe/mZk3969NGzYMN3t/2YpKUb27t1Lg4YNLFe5mxRINBjxdNZy/MBuWrZoYfk5lGJK/Wf3jp27edKqM7KPArngpJZNmzZlWda9e3e6d++e677VzuEE8FzdIOb9cYrI2CTmbT3Lq63C8tS35HByzP4lh1P+cdT4eDSHk6uTlqPvtrN68UlRFOJi4/D08syxTU51XXQaq3M49ezZky5duvDXX3+xZ88eNmzYwCeffMIXX3zB8OHDLW3HjRtH//79OXfuHO+99x6vvPIKYWFhOeYxqlGjhqVOiRIlgNRFo7THEhMTuXfvnuVKHkhdNClWrBgDBgygY8eOtGvXjnbt2vHss88SFBQEQFxcHO+99x7r16/nxo0bpKSk8ODBA65evZplDidz3yaTiZMnT1KrVi2cnZ0t5fXr109Xx3zcfB6KohAYGAjAzZs3KVOmDEeOHGHHjh189NFHljGMRiOJiYnExcVx4sQJyy1l5j4aNGiQbpzMJCQkWBaoMns9jx07xlNPPcWkSZNo165duvNNW9d8PO3XmdVxdnZOd57mc5w0aRJbt24lKioKo9FIQkKC5TlOe27mNk888USm5+bq6kpCQkKW5ys5nISwA0WBB3fh7gW4ezH1496V1IWl2BsQ83CByYpbZTSkXm1k4eSB4uKFQe9BotaDeI0bMSY37hpduG1wITLJiTvJTiQoziTizIOHn5Nw5oHiQiJOPMCFRJxJfFiWiDMGjR4fN2eKuTnh4+aEh7OO2Lu3KV+mFF5uzni46PF00eHhon/4deqHj7MOvUZhz87tdGjbGg83Z1yddLjqdTjp/l38MBgMrF+/ns6dO2d5hXhW5eay9o+UmY83yaJPR2AwGNBcvE9QtaZ2u0Lc8M9NfMrVzdMdBCnHruJdppbVfRgMBoxel/AKqZ5jG4PBgNHzIp6lqmV7B0GK50U8sqjzb3nVTOPD4HkhQ5nBYMDgcQH34IxtHEVWc1ez/zjXs2hKVMI/l/2bHvaBf0Wwtg+DgTjXM9m20QA1SkDlagbWJ8ZTr17DbOPD6dRVgspnHqMGgwHn01cpVaF2pvGRcOIymhKVMsSHyfOidedjJwVywcnf3x+dTkdkZGS645GRkZY364/bnDlzmDNnDkZjahI3tXM4mXUJ0bDkrI4v/zxD8fsn8crm+0FyOGXN0XL0qNmH5HDKO0eLj0dzOGk0GoxJtv0X2M1ZZ3Wb7OrGprmkP7scTmnLGzVqRKNGjRg1ahSjRo1iypQp9OvXD0hdCPD09CQgIICAgAAWLFhA06ZNqVKliiXfU1ZSUlIst0TFx8cDqbdcm489eJB6Dvfvp97bkJSUhNFotJTPmDGDwYMHs2nTJr7//nsmTpzITz/9RIMGDRgzZgx//vknH3zwAeXKlcPNzY0BAwZgMBiyzOFkHjMmJobk5OR084PURSzzXGNiYiz5g9L2Yf6jJSYmhpiYGOLi4hg/fjzdunXLcP7JyckkJiZarhh6VHY5nHx8fIiKikpXbj6vkydP0r17d/r3789rr72WaR/muuZziI2NtVxdZC4zn2diYiKurq4Z4qV///5ER0fz0UcfERISgouLCx06dLA8x5mdm7mPR8/t5s2bFCtWLMvzlRxOQuSBIREiT1IqehfaPw9D9JmHC0yXUm99y4lWD56B4BUIniXB3Q/ci4ObH4q7H/fw5mKCMxsOX8EUUI2T97ScuZXIzds530Om0UBxD2dKeLni7+FE0v1b1KlSngAfN/w8nPFxd6KYmxO+7s4Uc3fC29UJbZpEqP8uANW0akHhkjuU9nVz2D/shRDC0RTIBSdnZ2fq1avH5s2b6dGjB5D6xn/z5s2MHDkyX+Y0YsQIRowYQUxMDD4+PqrncDK3MW2M4GC8F8dvxPKPthyTO1fNdd+Sw8lxcvSo0YfkcMo7R42PR3M4ZZc/KTPZ5ejJTd2c6mRXXqtWLdatW5dpDqfY2FiqVq1Knz59+Pjjj1m7dm22c02bx8fT0xP4N28QkCG/UNocTmbNmjWjWbNmTJ48maZNm/LLL7/Qtm1b9u/fz6BBgywLY3FxcVy5csXSX045nGrUqMGqVavS3Xb9zz//pJvjo/NLu+uOOYdV3bp1uXTpEuHh4Zk+B+Hh4Vy7do34+HiCgoJQFIXNmzdneH4e1bBhQ5YtW5Yhh9OJEyd46qmnGDBgANOmTcvQLqscTgkJCYSEhABY/hmUNoeTRqPJkAdqz549zJ4925Ko/MqVK9y5c8fynKQ9t8DAQGJjYzl+/Him53bmzBlatmyZ5flKDichrPTgLlw/BNcOwo3DEPUPRJ/HSTFRH+BSJm28gsE3NPWjWBnwDgKvoNQFJq/g1MUlrZYUo4lzt+I5fv0+x6/HcOz8fU7ciCE2MYXUq6BKw9X035OeLnpK+7pR2tf94efUj+BibgR4u1Lcwxm9LnWx27J41KGiw77PEEKIosZhF5zi4uI4e/as5fGFCxc4fPgwfn5+lClThrFjxzJgwADq169Pw4YNmTFjBvHx8ZY8F/lN7RxOZloNjH+yMi8u3M/y/VcZ1CyMCiU97TYHyeGUf/1LDqf842jxkVkOp6zyJ2Umqxw9ua2bUx2TyUR0dDQ9e/Zk8ODB1KpVCy8vL/bv389nn31G586d07VNzTPx73m9/vrr1KhRg4MHD1puQ8vMozmEcjqWNofThQsXmDdvHt27dyc4OJhTp05x5swZ+vfvj1arpWLFiqxZs4bu3buj0WiYOHFipuedVQ6nF154gYkTJ/Lyyy8zfvx4Ll++zPTp0wHQPczN8ej80t4OZj42adIkunbtStmyZenVqxdarZYjR45w7NgxPvzwQzp06EClSpUYNGgQn376Kffu3ePDDz/M8Fw86sknn+Ttt9/m/v37lt3ljh8/Trt27ejYsSNvvPEGUVFRlvmab1nMKofT22+/zZQpU7h79y4ffPABkJqYPCQkJMPrYe6jYsWKLFu2jIYNGxITE8Obb76Jm5ubpf+05zZt2jRu3LjBpEmTMpxbQkICBw4c4OOPP5YcTkLYwmSCW//AxR1wZXfqItPdC5lWVVx9iNaVxLfiE2gDqkHx8v8uMDm5ZdrmfoKBg5fvsu/iafZfusvfV++RaMh426tOq6GMrxuepjga1wijYoA3FUp6Us7fAx83p3zPXSiEECL3HHbBaf/+/bRu3dry2Ly7z4ABA1i0aBF9+vTh1q1bTJo0iZs3bxIeHs6GDRsyJBLPL/bI4WSuWy/Ei9aV/fnj1G0m/3KMb/vXTffLWHI4Zc1Rc/So0YfkcMo7R42PR3M4Qdb5kzJjSxtr6lqTw8nDw4MGDRrwf//3f5w7dw6DwUBISAgvvfQSI0eOzJAHKW2fVapUoX379kycOJF169ZlOddHcwjldCxtDidXV1f++ecfFi9ezJ07dwgKCuLVV19l6NChmEwmPvvsM4YMGUKTJk3w9/fnrbfestyaZ00OJ09PT37++WdGjBhBeHg4NWvW5L///S8vvPCCJa9TVvNLe6x9+/b88ssvfPjhh0ybNg0nJyeqVKnC4MGDLe1//PFHhg4dSsOGDQkNDeXjjz+mV69e2eZwql69OnXr1mX58uUMGzYMgNWrV3Pr1i2WLl3K0qVLLXXLli3L+fPnM33tzf3XrFmTxo0b4+zszJQpU5g5cyZjxoyhQ4cOGV4Pcx/z5s3jlVdeoW7duoSEhPDhhx/y1ltvWepoNBrLuT3xxBOUKVOGmTNn0qVLl3Rjr1mzhjJlytC0aVPJ4SRETm6fgXNb4OJfqQtND6Iz1vEtB8F1Uj8Ca0CJqqS4Fmf7b7/RuXNntFks1MYlpbDr3B3+OnOLPeejORWZ8bZrD2cd1YK9qR7sQ/Vgb2qU8qF8CU80ivHh1UmVZCFYCCEKEYddcGrVqlW6N9+ZGTlyZL7dQveox5XDydymiRts0+jYfvYO05ZtoJZfxudKcjhlzdFy9KjZh+RwyjtHi49HczhBzvmTMmNLG2vqZlfHxcWFCRMmMGHChGzbHj58ON1j8+cVK1YAWd/ydPfu3XTlfn5+GY7VrVs33bExY8YwZswYYmJicHNzY9GiRRn6NedZ8vPz46effkpX9sILL2Q6d/N4j45fo0YNtm7damm/cuVKnJycLLmGHp0fpC7cPHqscePGmS68mcsDAwP53//+l+3zk5mxY8fy7rvv0qdPH7RaLWPHjrX8cyerscwezeH00ksvpWvbs2fPdF/37NkzQx8VKlTI8L3QoUOHdP1bc24zZszgjTfeyPZcJYeTKLKMBri0E07/Dqc3QPS59OVO7lDmCSjbBErVg6Dw1BxLj8picfZsVBwbT9xk66lbHLx8F4Mx/fvRcv4e1C/rS/1QX+qV9SXM3zNdDqV/uzfm9gyFEEI4MIddcCpoHlcOp7Rt7nifYe62C2yI9OD1Pk1xddLZ1LfkcHKcHD1q9CE5nPLOUeOjMOVwyqrMljnmF1vn+N133xEWFkapUqU4cuQI77//Ps8++2yWV+Kq8RzY0sezzz7L9evXiYmJoVixYrmKj0fzUFkzBzXj4/bt2/Tq1YvBgwdnO3fJ4SSKFJMRLm6Ho6vgn18g8f6/ZVqn1MWlsJYQ2jz1Kiad9b+PFEXhxPUYNhy7wW/HbnImKi5deRk/d1pU8qdZBX/qh/rh7+mi1lkJIYQogGTByU7slcMpbZtR7Srx85EbXLuXyDc7LjOmfSXV5yA5nPKvf8nhlH8cLT4KYg6nrMqzKrNljvnF1jlGRUUxefJkbt68SVBQEM8++ywfffRRrp9Xe8xxzJgxlp3gchMfmeXOepzxUbJkSf7zn//keJ6Sw0kUCbdOw8HFcHQ1xN3897i7P1TqCJWehPKtwcXL5q6jYpPYdE3DzC92cv52vOW4k05Dk/L+tK1akhYVSxDq76HGmQghhCgkZMHJTuyZw8n82UkDE56sxKgVf/PV1nN0rxVAGT93yeGUDUfN0aNGH5LDKe8cNT4KYg6nrMqzKsvNeT1uts5x3LhxjBs3LsPx3D6v9pijrW0erduiRQvLreSP5mhypPiQHE6i0DIa4OSvsG9Bal4mM9diUO0pqPls6hVNWl2WXWQlxWhi0z+RrNx/la2nb2E06YB4XPRaWlYqQaeagbSpEoCPmyzcCiGEyJwsOKnkcedwMlMUqOit5UwMjF60jaFVTJnWy+0cJIdT/vUvOZzyj6PFR0HM4ZRTeVZluTmvx83ec1Sjf4mP9CSHkyh0kmJh/7ew68t/r2bSaFOvYqrzIlRoB3rnXHV9P8HAD/su893Oi1y/n2g5Xs5LYWjb6nSvE4Kni/wJIYQQImfy20Il+ZHDyaxSgzi6z9nFsbtadGXr0KaSn+RwyoKj5uhRow/J4ZR3jhofksPJMdh7jo87h1Nu2hTU+JAcTqLQSIiGPXNTP8y5mTwDoG5/qDsAioXkuuub9xOZu/UcK/Zd4cHDJN7+ns48Wz+EHrUCOblvK53rlcbJSf58EEIIYR35jWEnjyOHk1m1Ur683LI8s/84y3vrTtI4rIlqc5AcTvnXv+Rwyj+OFh+Sw8kx2HuO+ZHDydY2BTU+JIeTKPAMD2D3V7D9/yDp4UJp8YrQbEzqbXO5vJoJUheavvrzLD/svUKyMfV7rUqgF4OblaN77WBcnXQYDAZOqnEeQgghihRZcCokRrapwPqjNzh/O55PNp6mibyHFkIIIYQo2Ewm+HsFbPkQYq6mHguoCS3GQdVuucrNZBaTaGDOlrMs3HmR5JTUhaYGob6MaluRZhX8HfZqUyGEEAWHLDjZyeNIGp6WDvjgqao8v2A/K/Zfo0Q1jSQNz4SjJoVWow9JGp53jhofkjTcMdh7jgUxaXhu6kjScCGsFHkCfn0druxJfexdGtpOhJq9IQ9XWRpNCiv3X+Hzjae4HZeaF7BBqC9j2lWicfnistAkhBBCNbLgpJL8Shr+qKYBWnZEallxXkvZDRE4W/GPL0ka7pj9S9Lw/ONo8SFJw233/fffM2HCBC5dugTA1KlTWbduHX/99VcOLXOW1znmNBdJGi5Jw0URZ3gA2z6FHTPBlALOnqlXNDV6BZxcc26fjb+v3mP8j0c5cSP1trwwfw/+27UqrSuXlIUmIYQQqpMFJ5XkZ9LwtJonGnjyix1ExSZzQleOtztXzVV/kjQ8//qXpOH5x1Hjo6AmDU9MTGTy5MmsX7+eyMhIfH19qVWrFmPHjqV9+/ZoNBrCwsIsi0Jubm6UL1+e1157jSFDhlh1bllxdXVFo9FYfg6//fbbvPHGG9n+XM6JWknDXVxc0Ol0GeYiScMlabgQ3DwGPw6BW/+kPq7SFTp9Aj6l8tRtosHI/206zfxt5zEp4O2q5/V2lXixcVmcdI6ZN08IIUTBJwtOdvI4k4an5efkxPvdq/HyssMs2n2FTrVK07CcX677k6Th+de/JA3PP44WHwU1aXjv3r1JTk5m8eLFhIWFERkZyaZNm4iOjk7X9v333+ell14iKiqKDRs2MHz4cEJCQujUqZNV55cZc9/mz3lZaDJTK2m4+TW0NmG2vecoScOFcACKgnbv17DlfTAmgUdJ6Do9NU9THh24FM2bq/7m/O14ALrVDmZyt2oU93TJc99CCCFEduRfGoVQ2yolaVTChKLAG6sOE5eUknMjIYRQ0f379/nrr7+YNm0arVu3pmzZsjRs2JDx48fTuXPndHW9vLwIDAwkNDSUt956Cz8/vxxvO5w+fTo1a9bEw8ODkJAQXn31VeLi4rKsP3nyZMLDwy2PU1JSGDVqFMWKFaN48eL85z//YcCAAfTo0cNSp1WrVowaNcoyp+DgYKZOnZqu33v37jFkyBBKlCiBt7c3bdq04ciRI+nqTJ06lYCAALy8vHjppZdITEzM4dkTomB4+umn8fX1pVevXumOX7lyhVatWlGtWjVq1arFqlWr8mmGBURSLA3Pz0AX8U7qYlOlJ+HVXXlebDKZFL788yy9v97N+dvxBHi7ML9/fWb1rSOLTUIIIR4LWXAqpHqGmihVzJUr0Q/4aN2J/J6OEEJNigLJ8bZ9GBLUqfsweXNOPDw88PT0ZO3atSQlJVnVxmQy8eOPP3L37l2cnbPf4lur1fLFF19w/PhxFi9ezJYtW3jrrbesGgdg2rRpLFu2jIULF7Jjxw5iYmJYu3ZthnqLFy/Gw8ODPXv2MHXqVD755JN0i2HPPvssUVFR/Pbbbxw4cIC6devStm1boqOjAVi5ciWTJ0/m448/Zv/+/QQFBfHll19aPU8hHNno0aP57rvvMhzX6/XMmDGDEydOsHHjRl5//XXi4+PzYYYFwJ1z6Bd1JCjmEIrOBTp/Bn2Xg4d/3rqNS2LQon18suEURpNCj/BgNo5pSftqASpNXAghhMiZ3FJnJ497l7pH67nq4ePuVRi45DA/7L1C60r+tK5cwur+ZJe6/OtfdqnLP44aHxl2qUt5gHZq1vnZHqUFiqlU1zT+KopT6oYI2e1Cptfr+fbbbxk+fDhz586lbt26tGjRgt69e1OuXLl0bf/zn//w3//+l6SkJFJSUvDz82Pw4MHZ7kY2atQoy9dlypTh/fff59VXX2X27Nmp83zY1vzZvMuZ+fGsWbMYP348Tz31FABffPEF69evz3BOtWrVYuLEiQCEhYUxa9YsNm/eTPv27dm+fTt79+7l5s2buLikXi3wySefsHbtWlauXMmwYcOYMWMGgwcPZtCgQUDq7YObNm0iMTHR6h3abCG71GVOdqmzj1atWvHnn39mOB4UFERQUBAAgYGB+Pv7Ex0djYeHx2OeoYM7uwlWD0aTeJ8HTn44vbACfdmGee720OW7vLz0AJExSbg6aXm/ew2erV9akoILIYR47GTBSSWOsktdWvfO7KdloJY/b2h5Y8VBxtc24plJugrZpc4x+5dd6vKPo8VHZrvU5ZeY2FhwSv05l9OOYe3bt+fEiRPs2rWL/fv3ExERwaeffsoXX3xBv379gNSFgNdee41+/fpx8+ZN3n33XV566SVKliyZbULnP//8k//7v//jzJkzxMbGkpKSQmJiIjdv3sTd3Z3ExEQURbH0kZSUhNFoJCYmhvv37xMZGUm1atXSjVGrVi1SUlIsx1JSUqhSpUq6OgEBAVy/fp2YmBj27NlDXFwcJUqkX8x/8OAB//zzDzExMZw4cYL+/fun66Nu3br89ddfWZ6f7FLnGLvUbdu2jU8//ZQDBw5w48YN1qxZk+6Wy5xMnTqVCRMmMHr0aGbMmGE5Hhsby8SJE1mzZg1RUVHUqVOHmTNn0qBBg9ycWp7mPmfOHD799FNu3rxJ7dq1mTVrFg0b5n3BI60DBw5gNBoJCQlRtd8C78hyWPsqKEZMpRuytdgLtA2uk+dufzlynXGrjpCcYqJ8CQ++fL4elQO9VJiwEEIIYTtZcFKJo+xS92i9tmjp8dVuzt6K568Hpfiiey3Lf7hklzrH2YVMjT5kl7q8c9T4yLBLXYyC8T9XbNuFLC4OL09P63Yhy6aut5M7Cli9C5m3tzdPPfUUTz31FB988AFDhw5lypQpDB8+3JIAulSpUtSuXZuwsDBWrVpFeHg4zZo1o1q1apnO8eLFizz33HO8/PLLTJkyBT8/P7Zv387QoUNxdXXF29s7wy51aXeGM18t4+Hhke7ntF6vx2QyWY7p9fp0dRRFQaPRWPoxGo0EBQWxZcuWDHMsVqwY3t7eaDQay5zMnJ2dZZe6ArBLXXx8PLVr12bw4MH07NnTpvH27dvH119/Ta1atTKUDRkyhGPHjrFkyRKCg4NZunQp7dq148SJE5QqlXEnsh07dtCwYcMMPzNOnDhB8eLFCQjIeIuUNXNfsWIFY8eOZe7cuTRq1IgZM2bQsWNHTp06RcmSJQEIDw9Pt0BntnHjRoKDg3N8HqKjo+nfvz/z58/Psa5ZdleIF5YrgJWds+GPyQCYajxLYodPSfpjW56uuFMUhdl/nOeLP84B0LZKCT7vVRMPF70qV/I56hXAee3DljZyhXjWJD4kPrIj8VH44sOW/mTByU7ya5e6zOrNeK4OPebsYMPxSNYcuUmfBmWs7k92qcu//mWXuvzjaPGRYZc6jQaNi6dtu5AlmaxqY03dvOxCVq1aNdauXZuuTKPRWBYRypQpQ58+fXjnnXf4+eefMx3/0KFDmEwmpk+fbulj9erVQGpuJ/OH+bF5DPNjX19fAgICOHDgAK1atQJSn+NDhw4RHh6ebs5p55n2Vi6tVku9evW4efMmzs7OhIaGZjrXqlWrsm/fPgYOHGg5tmfPnnRzs+Z5s5bsUpe53OxS16lTp1ztlBgXF8fzzz/P/Pnz+fDDD9OVPXjwgB9//JGff/6ZFi1aAKkJ7f/3v//x1VdfZahvMpkYMWIEFStWZPny5ZbbAU+dOkWbNm0YO3ZsprnLrJn79OnTGTp0qOV2z7lz57Ju3Tq+/fZbxo8fD8Dhw4dtPn+zpKQkevTowfjx42nSpEmW9XJzhXhBvgK40o21OB/6CYCzJTpyXN8F/thm0/weZVJg9QUtOyJTvzfaBJvoWuwGWzffyFV/2XG0K4DV6sOWNnKFeNYkPiQ+siPxUXjiI7srxB8lC05FQI1SPrzRoTLTNpzk3V+OU6+sLxVKyuXVQgj7iY6OpmfPngwePJhatWrh5eXF/v37+fTTTzPsUveo0aNHU6NGDfbv30/9+vUzlFeoUAGDwcCsWbPo1q0bO3bsYO7cuTbN77XXXmPKlClUqFCBKlWqMGvWLO7evWvT1TPt2rWjcePG9OjRg08++YRKlSpx/fp11q1bx9NPP039+vUZPXo0AwcOpH79+jRt2pRly5Zx/PhxwsLCbJqvKDhGjBhBly5daNeuXYYFpJSUFIxGY7qrrADc3NzYvn17hr60Wi3r16+nRYsW9O/fnyVLlnDhwgXatGlDjx49bEqUn1ZycjIHDhxgwoQJ6cZq164du3btylWfaSmKwsCBA2nTpg0vvvhitnVtuUK8oF8BrPz1uWWxydjqHco2eZ2yGk2erq41GE28+eMxdkTeRKOB97pVpW8D9W9fdNQrgPPahy1t5ArxrEl8SHxkR+Kj8MVHdleIP0oWnIqI4S3C2HnuNn+duc3I7w+xdkRTdDk3E0KIXPHw8KBhw4b83//9H+fOncNgMBASEsKQIUMYMWJEtm2rVatGhw4dmDRpEuvXr89QXrt2baZPn860adOYMGECLVq0YMqUKfTv39/q+f3nP//h5s2b9O/fH51Ox7Bhw+jYsWO6hNI50Wg0rF+/nnfeeYdBgwZx69YtAgMDadGiheU2pz59+nDu3DneeustEhMTeeaZZ3jllVf4/fffrR5HFBzLly/n4MGD7Nu3L9NyLy8vGjduzAcffEDVqlUJCAjghx9+YNeuXVSoUCHTNsHBwWzZsoXmzZvTr18/du3aRbt27fjqq69yPc/bt29jNBoz3I4XEBDAyZMnre6nXbt2HDlyhPj4eEqXLs2qVato3LgxO3bsYMWKFdSqVcuy++OSJUuoWbNmjn2qcfVtXtvZ5QrgnbNh2xQAjK0noms5LsP7MFvPKznFxKgVR9j0TyROOg3/1yecrrVyvtUxLxztCmC1+rCljVwhnjWJD4mP7Eh8FJ74sKUvWXAqIrRaDZ/3rk3nmX9x8mYsH637h0ldKuf3tIQQhZSLiwsff/wxU6dOTXfcZDKl+6/IxYsXLcfT2rBhQ7b9jxkzhjFjxqQ7lvZKioEDB6a7jW3y5MlMnjzZ8liv1zNr1ixmzZplGb9q1ar07t3bUiez3beWLVuW7uoLLy8vvvjiC7744oss5/r222/z9ttvpzs2bdq0bM9PFDxXrlxh9OjRREREZLiCKa0lS5YwePBgSpUqhU6no27duvTt25cDBw5k2aZMmTIsWbKEli1bEhYWxoIFCxxix7FNmzZlerxZs2a53mmxUDq0FDa+A8A/gT2p0GR0nv/pl2I0MXr5ITb9E4mLXsvXL9ajVeWSeZ+rEEIIoaLcJYkQBVJJL1c+7x0OwJLdl9h4IjJ/JySEEPnk0qVLzJ8/n9OnT3P06FFeeeUVLly4YNk9TwhbHThwgKioKOrWrYter0ev17N161a++OIL9Hq9JUdR+fLl2bp1K3FxcVy5coW9e/diMBiyvc0yMjKSYcOG0a1bNxISEjIsttrK398fnU5HZGT69wGRkZEEBgbmqW/xiHNb4H+jATA2HsXpwKfy3KXRpDBu1RF+O3YTZ52Wef3ry2KTEEIIhyRXONlJdrusmMvTfra2T2vaZFevSblivNS0LAt2XGLCmuOMqWZbpvu8lDmCwrpLgi3tCtsuCWpy1PgwGAwoioLJZLLssGZ+bA1b2lhTN6c62ZVnVZab88qrRYsWMW7cOBRFoUaNGmzcuJHKlSvn+rzzSo3+JT4yZ/7eMRgM6W6bVPN7vW3bthw9ejTdsUGDBlGlShX+85//ZLhd08PDAw8PD+7evcvvv//OJ598kmm/t2/fpm3btlStWpVVq1Zx+vRpWrVqhYuLC5999lmu5urs7Ey9evXYvHkzPXr0AFKfo82bNzNy5Mhc9SkyEXkcVvQHUwrUfBZT64nw22956lJRFN7/33HWHr6OXqthzvN1aVmphEoTFkIIIdQlC04qyc0uK2DfTPhZ1atmgjIeOi7Hp7D4tA7v3yPQZ3GtW26y4Nsyx/xSWHdJsKVdYdklwR4cLT70ej2BgYHExcWRnJwMQGxsrM3j2tLGmro51cmuPKuy3JxXbvj4+LBu3boMx61JgmjvOarRv8RHesnJyTx48IBt27aRkpJiOZ7dLitxcXGcPXvW8vjChQscPnwYPz8/ypQpw+zZs1mzZg2bN28GUm+vrFGjRro+PDw8KF68eLrjv//+O4qiULlyZc6ePcubb75JlSpVLLvFpWUymejUqRNly5ZlxYoV6PV6qlWrRkREBG3atKFUqVKZXu2U09wBxo4dy4ABA6hfvz4NGzZkxowZxMfHZzoPkQvxt2FZb0iOhbLN4Kk5oOT9NsgF2y+weNclAKb3Cad9tYAcWgghhBD5RxacVGLLLitg30z41tSr0zSBHl/u5mJcCoeUUN7tXM3qPnJb5ggK6y4JtrQrbLskqMlR4yMxMZErV67g6emJi4sLsbGxeHl5WZ3DRVEUq9tYUzenOtmVZ1Vmyxzzi73nqEb/uemjKMRHYmIibm5utGjRIl1+pewWGPfv30/r1q0tj8eOHQvAgAEDWLRoEbdv3+bcuXM2z+X+/ftMmDCBq1ev4ufnxzPPPMNHH32U6c8ErVbLxx9/TPPmzXF2drYcr127Nps2baJEicyvbMlp7pCa0P7WrVtMmjSJmzdvEh4ezoYNGzIkEhe5oJjQ/TwcYq6CX3l4binoXSCPV9RtOHaTj9b/A8DbnavQvbZ9E4QLIYQQeSULTnai5k4o9ug7rKQPnzxTg5eXHWbp3qs0Kl+Cbpm8cclNFnxb5phfCusuCba0Kyy7JNiDo8WH0WhEo9FYPiB1hzSt1ro0fOZbkKxpY03dnOpkV55VmS1zzC/2nqMa/eemj6IQH+bvnUe/97L7PmzVqpXlVr7MPJqIPjOZJZ7v3bt3uuT0OWnfvn2mx+vUqZNlm5zmbjZy5Ei5hc4Oqtz4CW3kVnByh+eWgZtvnvs8du0+r684hKLAi0+UZWjzrHN+CSGEEI7CMd/Vi8eibZWStAtOfRM//se/ORsVl88zEkJkxpz7xXw7nRDCNuZb5xx9sVsUfJozG6kc+Uvqg+6zoGTVPPd5P8HAK8sOkGgw0apyCd7tVs1hrwQVQggh0pIrnIq4zmVMxLkUZ/eFu7y67ABrRzTF3VnCQghHotfrcXd359atW+h0OpKTk0lMTLTpChZr21hTN6c62ZVnVWbLHPOLveeoRv+56aMwx4eiKCQkJBAVFUWxYsUyJO4WQlVxUeh+fQ0AY/2h6Gr2ynOXJpPC6ysOcSX6ASF+bszsUwe9zjF/RgohhBCPkpWFIk6ngf/rXYunvtzN6cg43v7pKP/XJzy/pyWESEOj0RAUFMSFCxe4fPkyDx48wM3NzaYcPda2saZuTnWyK8+qzJY55hd7z1GN/nPTR1GIj2LFihEYGGhzOyGspijwy2toEu5w360M7m0no8by5uw/zvLHqVu46LV89Xw9fNzlKj0hhBAFhyw4Cfw9XZjdry595+9m7eHr1Av147l6kohSCEfi7OxMxYoVSUhIYOvWrbRo0cKmDQe2bdtmVRtr6uZUJ7vyrMpsmWN+sfcc1eg/N30U9vhwcnKSK5uE/R1cDKc3oOicOVD2ZZrrXfLc5YFL0czYdBqAD3rUoEYpnzz3KYQQQjxOsuAkAGhYzo//PFmZj9ef5P3/HadSCff8npIQ4hFarRYXFxdSUlJwdXW1+g9vnU5ndRtr6uZUJ7vyrMpsmWN+sfcc1eg/N31IfAiRR9EXYMPbAJhavUNsdOk8dxmflMKYFUcwKdAjPJje9UPy3KcQQgjxuMmCk50YDAYM2Wx/ay7Lrk5u2+S23sAnQjh46S4bjkcy4ofDjKqceR/Z9Z+b83qc7D0/NfrPbR9qxkdOdXITA44eG1B448OWNhIfWZP4KHzx4cjxJgoIRYF1Y8EQD2WbYWr0Cvy2Ic/dfvDrCS5HJxDs48p7T9VQYaJCCCHE4ycLTiqZM2cOc+bMwWg0ArBx40bc3XO+SigiIsLmsaxtk5t6bTzgiJuOG3HJfHtKh4c+An0WuSmz6z835/U42Xt+avSf2z7UjI+c6uQmBhw9NqDwxoctbSQ+sibxUXjiw7x7nRC5duxHOLcFdC7Q/QvQ5D2h96YTkSzfdwWNBj7vHY6Pm1zVJ4QQomCSBSeVjBgxghEjRhATE4OPjw8dOnTA29s7y/oGg4GIiAjat29vU54Na9rktV7dpgn0/Go3F+NS2JkcwpSna6RL0ppd/7k5r8fJ3vNTo//c9qFmfORUJzcx4OixAYU3PmxpI/GRNYmPwhcfMTExqvUliqAH92DDhNSvm78BxctDHq+ai0tK4b9rjwHwUtNyNC5fPI+TFEIIIfKPLDjZiZOTk1Vviq2tZ8++H61XIcCHGb1r8dJ3B/jx0A3CyxbnxSfK2tR/bs7rcbL3/NToP7d9qBkfOdXJTQw4emxA4Y0PW9pIfGRN4qPwxIejx5pwcJvfh/goKF4Rmr2uSpfTN57mZkwiZfzceaNDZVX6FEIIIfJL3q/7FYVS84r+dCtjAuC9X46z90J0Ps9ICCGEEMJB3DwK+79N/brrdFBhV7rj12NYtPMCkLornZuz7K4ohBCiYJMFp4Li3mU0fy+n0s21aA8ugruX7D5km2CFLjUCSTEpvLrsADfuP7D7mEIIIYQQDk1R0G1+F1Cgek8o1yLPXZoUmPjLCUwKdK0VRMtKJfI+TyGEECKfyYJTQXFpJ/r/jaTqjZ/Q/TYOZtaC1YPh7kW7DanRwMdPV6NKoBe345IZvuQAiQaj3cYTQgghhHB0JWP+RntxG+icod27qvS5O0rD0WsxeLnqmdS1mip9CiGEEPlNFpwKihJVMJVrySW/FpjKNEk9duxH+KopHFlut2HdnfXM71+fYu5O/H31Pu+sOYaiKHYbTwghhBDCYZlSqH794fuuRsPBNzTPXcYnpbD+Supb8tfbVaKkt2ue+xRCCCEcgSw4FRTB4Rj7/cjhskMwvvgLDP8LyjSG5DhYMxx+HQPGFLsMHeLnzuy+ddFq4MeDV/l2p/1v5xNCCCGEcDSaw8vwTryG4uYHzcep0uc32y8Sa9BQxs8t001ahBBCiIJKFpwKqqBaMHAdtHob0KQmrlzxPCTH22W4ZhX9+W+X1Eu8p/1+muN3NXYZRwghhBDCIRkS0f31CQCm5uPArVieu7x5P5FvdlwE4M0OlXDWy1tzIYQQhYf8VivItDpo9R/o/R3oXeH0BviuByTF2mW4QU1D6dswBEWBxWe0nImMs8s4QgghhBAO58AiNHGRJDj5Yao7UJUup0ecItFgopyXQsdqJVXpUwghhHAUsuBUGFTrDv1/AddicHUvuh+eRW9MUH0YjUbDe91r0DDUlySjhmHLDhEdn6z6OEIIIYQQDsXwALb/HwCnA7unJgzPo/O34lh94CoAPcoa0Wjk6nEhhBCFiyw4FRZlGsGAX8DNF+21/TQ++ykkxqg+jLNey+y+tSnuonD17gNeXnqA5BST6uMIIYQQQjiMA4sg7iaKd2ku+7VQpcs5f5zDpECbyiUI9VKlSyGEEMKhyIJTYRJUG/r/guLmi1/COXQr+0Gy+lc6+bo7M6yKEU8XPXsvRDNxrexcJ4QQQohCKs3VTcamY1C0+jx3eelOPGsPXwNgRKuwPPcnhBBCOKK8/8YUmTIYDBgMhmzL0362ts8c2/hXJaX3SvRLn8Lpym5MK/tj7PUd6Jxs6i+nskB3+KxnNV5d/jcr9l+hfAl3BjUpm6vzepzsPT81+s9tH9a2s6ZeTnVyEzuOHhtQeOPDljYSH1mT+Ch88eHI8SYcyMElEBcJPmVQaveFm5vy3OWcP85iNCm0qlyCWqV9uPq3CvMUQgghHIwsOKlkzpw5zJkzB6PRCMDGjRtxd3fPsV1ERITNY1nTxi9sDI3Pfor+bATXvu7JwbLDQZP5BW3Z9ZddWdLFgzxVVsOaizqm/HaSOxdOUM1XsXqO+cne81Oj/9z2YW07a+rlVCc3sePosQGFNz5saSPxkTWJj8ITHwkJ6l8FLAoZkwl2f5n6ddNRquRuunI3gZ8Opl7dNKptxTz3J4QQQjgqWXBSyYgRIxgxYgQxMTH4+PjQoUMHvL29s6xvMBiIiIigffv2ODllvPooL21S60FKz2/RrRlIyN1dBJevjqnDFEiTkDK7/qwt66TX4/TzCVYeuMayCy5837ouFw7vtOm8HqfcPO+Pu//c9mFbfGRfL6c6uYkdez/3aiis8WFLG4mPrEl8FL74iIlRP9ehKGTO/A53L4CrD4T3U6XLeX9dJMWk0LyiP3XL+MqVdkIIIQotWXCyEycnJ6veFFtbLzdtdFWeRNNjLvw0BN3+b9B5BUDLt2zqz5qyD5+uxaXoB+y5EM2I5Ud5uXzuzutxsvf81Og/t32oGXs51clN7Dh6bEDhjQ9b2kh8ZE3io/DEh6PHmnAA5qub6g4AZw/I4+JQvAHWHL4OwIjWFfI6OyGEEMKhSdLwwq7Ws9Dp09Sv//gIDn+v+hDOei1fvVCPMn7uXLn7gIWndbJznRBCCCEKtpvH4MI20Oig4TBVutwZpSEpxUT1YG8alfNTpU8hhBDCUcmCU1HQaBg0HZ369S+vwfk/VR/Cz8OZBQPq4+Gi42yMhv/+ckJ2rhNCCCFEwbXnq9TPVbtBsZA8d2cwmvjrZupb78FNy6FJk+ZACCGEKIxkwamoaDsZajwDphRY8SJEHld9iIoBXszqUxstCmsOXWfOH2dVH0MIIYQQwu7ib8Pfq1K/fuJVVbr8/Xgk95M1+Hs607V2kCp9CiGEEI5MFpyKCq0WenwFZZtCUgwsexZibqg+TPOK/jxTLvV2us82nuZ/R66rPoYQQgghhF3tXwjGJAiuCyENVely8e7LAPRrEIKLXqdKn0IIIYQjkwWnokTvAn2Wgn8liLmGfkVf9MYHqg/TLFBhUJOyALyx6ggHLt1VfQwhhBBCCLswJsO++alfP/Fquh1+c+vQ5bscvnIfnUahb8PSee5PCCGEKAhkwamocfeD51eDR0k0UcdocGEWGNXfjvc/HSvRrmoAySkmhn23n8t3ElQfQwghhBBCbZoTayEuEryCoNpTqvS5fO8VAOoWV/D3dFGlTyGEEMLRyYJTUeRbFp5fieLkTsnYY+h+GwcqJ/jWaTV80TecGqW8uROfzKBFe7n/QP2FLSGEEEII1SgKur1zU79u8BLonfPcZXxSCr/+nZpi4IkA2cVXCCFE0SELTkVVcB2MT3+DggbtkWWw/f9UH8LdWc+CAQ0I8nHl3K14Xl12AINR3mgJIYQQwjH5xZ9Gc/Nv0LtCvUGq9Lnu6A3ik42U9XOnvJcqXQohhBAFgiw4FWFKxQ4cLf1i6oPN78HxtaqPEeDtyoIBDfBw1rHj7B3+u+YYispXUwkhhBBCqKH8rY2pX9TqDR7+qvS5an/q7XS96garkQ5KCCGEKDBkwamIu1CiHcYGw1IfrBkOVw+oPka1YG9m9auDVgMr9l9h7tbzqo8hhBBCCJEn968QdG9/6teNXlGly3O34th38S5aDTxdJ1iVPoUQQoiCQhacBKZ2H0DFjpCSCD88B/cuqz5GmyoBTOpaDYBpG06y/ugN1ccQQgghhMgt7f5v0KBgKtcSAqqp0ueq/VcBaFW5JAHerqr0KYQQQhQUsuAkQKuDXgsgoAbER8H3fSApVvVhBjYtx8AmoQCMWXGYw1fuqT6GEEIIIYTNkuLQHloCgKnBcFW6TDGa+PFg6oJT7/ohqvQphBBCFCSy4CRSuXhBvxXgGQBRJ9D9NASNYlR9mIldq9GmSkmSUkwMWbyfq3cTVB9DCCGEEMImR35AkxRDnEsASoV2qnS5+3w0t2KT8HV3ok2Vkqr0KYQQQhQksuAk/uVTGvouB70b2vObqXl1Kaic4Fun1fBF3zpUDfLmdlwSgxftIybRoOoYQgghhBBWM5lg91cAnC/RETTqvD1ed/Q6AE/WCMJZL2+5hRBCFD1F+rff008/ja+vL7169bKprFArVReemY+ChnK3N6PdP1/1ITxd9Hw7sD4B3i6cjoxjxLKDGIwm1ccRQgghRBG3fyG6hR0Jvb0l6zpnIyD6HIqLN5f9mqkyrMFoYsOxmwB0rRWkSp9CCCFEQVOkF5xGjx7Nd999Z3NZoVe1G6Y2kwDQRvwXTm1QfYggHzcWDGiAm5OOv87cZtLPx1FUvppKCCGEEEVcXBTa6wfwizuTdZ2dswAwhb+AUadOYu/d56O5m2CguIczjcr5qdKnEEIIUdAU6QWnVq1a4eXlZXNZUWB6YiQXi7dEo5hg9WC4eVT1MWqU8uGLvnXQaOCHvZeZu/W86mMIIYQQoggLrgNAsQcXMi+/dhAu/gVaPaaG6iQLB1h/LBKATjUD0euK9NttIYQQRZjD/gbctm0b3bp1Izg4GI1Gw9q1azPUmTNnDqGhobi6utKoUSP27t37+CdaWGk0/B0yAFNoczDEp+5cF3ND9WHaVwvg3a6pWw9P23CSX45cV30MIYQQQhRRweEAeCbeyHwH3p1fpH6u0Qu8S6kyZIoJIv5JXXDqUjNYlT6FEEKIgshhF5zi4+OpXbs2c+bMybR8xYoVjB07lnfffZeDBw9Su3ZtOnbsSFRUlKVOeHg4NWrUyPBx/bosalhD0egx9lwI/pUg5hr88Bwkx6s+zsCm5RjctBwA41YeYd/FaNXHEEIIIUQR5FkSxSsYDQqayGPpy6LPw4mfU79u8ppqQ56+r+H+gxRKeLnQUG6nE0IIUYTp83sCWenUqROdOnXKsnz69OkMHTqUQYMGATB37lzWrVvHt99+y/jx4wE4fPiw3eeZlJREUlKS5XFMTAwABoMBgyHr3dfMZdnVyW0bNepZyvQe0Pt79Is6orlxGNPqIRiemp9zOxvOC+CtDhW4Eh1PxD9RDF28nxVDGxJWwsOmPqyR2/k9zv5z24ea8ZFTHati55Eyez/3aiis8WFLG4mPrEl8FL74cOR4E+pRgsLRxF5Hc20/lG/xb8EfH4NiggrtILAGqBQPh+5oAOhcIxCdVqNKn0IIIURB5LALTtlJTk7mwIEDTJgwwXJMq9XSrl07du3a9VjnMmXKFN57770Mxzdu3Ii7u3uO7SMiImwe09o2atQzl/mWepWmZ6eiO72ea4uHQqnnrGpniw5ecNpTx6U4A/2+3s7YmkY8nWzuxiq5md/j7j+3fagZHznVyU0M2Pu5V0NhjQ9b2kh8ZE3io/DER0JCgqr9CceklG0Cp9ejObcZWoxNPXj9EBxdlfp120mqjZViNHHsbuoiU6easjudEEKIoq1ALjjdvn0bo9FIQEBAuuMBAQGcPHnS6n7atWvHkSNHiI+Pp3Tp0qxatYrGjRvnWJbWhAkTGDt2rOVxTEwMISEhdOjQAW9v7yzHNhgMRERE0L59e5ycrFtVsbaNGvUyK1OOl4a1w6kYtZ54lwAq9f3Yqna2aN46iV7z9nL17gNWRRZnyaD6uDrpbO4nK3md3+PoP7d9qBkfOdWxNXbycl6PU2GND1vaSHxkTeKj8MWH+apkUbiZKnZEF/FfNJd3wv2r4BkA695ILazZG4JqqzbWoSv3SUjR4OOmp35ZX9X6FUIIIQqiArngpJZNmzblqiwtFxcXXFxc1JqSQ1OqP4Mx+jy6bdOodWUxyRefhIptVR2juKcLC16sS+/5ezh85T5vrD7KrD610col6UIIIYTIDd9y3PKsSom4f+D3d8DJDa4dAFcfaPeuqkNtOXULgJYVS8judEIIIYq8Arng5O/vj06nIzIyMt3xyMhIAgMD82VOc+bMYc6cORiNRqDw3VJnoVSjrm8TQu7uRPfjIP6qOJFYt4y7uuT1tof+YfDlCR0bT0QxfO7vPB1qylN/jyqst8TY0q6w3BJjD4U1PoriLVP2IPFReOJDbqkrOk4G9cT/zMdoTqxNPaDRQvdZ4FNa1XG2nExdcGpTpYSq/QohhBAFUYFccHJ2dqZevXps3ryZHj16AGAymdi8eTMjR47MlzmNGDGCESNGEBMTg4+PT6G8pc5S9qAld77uQPH407S+OZeUgRvAo0Suzysr5f6+wdhVR/nzhpYWdavx4hNl8tSf2vOzV/9yS13+KazxUZRvmVKTxEfhiw+5pa7oiPasjPGpL9FvnQp6F2j/AVR+UtUxLt6O5/zteLQahRYVi6vatxBCCFEQOeyCU1xcHGfPnrU8vnDhAocPH8bPz48yZcowduxYBgwYQP369WnYsCEzZswgPj7esmtdfnNycrLqTbG19ezZd3b1Mi/zZGvYaJ68+hmauxdwWj0ABvwPnFxtHjs7PeuV4UZMMp/+fooP15+kTHFP2lULyLmhFdSYn737z20fasZHTnVsjx37P/dqKKzxYUsbiY+sSXwUnvhw9FgT6lJqPAt1+tmt/80nowCo4K3g5SqxJYQQQjjsgtP+/ftp3bq15bE5MfeAAQNYtGgRffr04datW0yaNImbN28SHh7Ohg0bMiQSzy8GgyFP20bnpY0a9XIqS9Z7kdjzO1yXdUVzdS+mNcMx9piHIcVo1djWGtq0DJdux7HywDVe++Egy15qQM1SPrnur7Bua25Lu8K2rbmaCmt8FOVt79Uk8VH44sOR400UPFtPp95OV62Yks8zEUIIIRyDwy44tWrVCkXJ/hf2yJEj8+0WukcVmRxOaWw8eAH/0q/Q+OynaE+s5cwdEyeDe9k0tjWe0MPfPlpO3ocBC3YzpoaR4q45t8tOYc3BYku7wpKDxR4Ka3wUxRw99iDxUXjiQ3I4CbUkGozsOX8HgKqy4CSEEEIADrzgVNAUqRxO6co6YzoSjPbXUVSO/IXQem3ZcMNX9Twbrdql0O+bvZyMjGPZVR9WDm2It5vt/RfWHCy2tCtsOVjUVFjjoyjn6FGTxEfhiw/J4STUsu9iNEkpJgK8XQhwS8nv6QghhBAOQRac7KRw53B6pKz+ALh3EbZPx3nDOIqHvYmTU2dV/yjwc3Ji4eCGPD1nJ+duxTNy+d8sHtwQZ33uthwurDlYbGlXWHKw2ENhjY+imKPHHiQ+Ck98OHqsiYLjrzO3AWhWoTgaTXw+z0YIIYRwDLn7a12IR7WZCNV6oDEZaHhhJtw5m3MbGwX5uPHtwAZ4uujZdf4O43/8O8fbLoUQQggh7G3bw/xNzcrL7nRCCCGEmVzhZCeFPWl4pmVdZ6G9exnnGwcxreiHYeAGcPfLdg62qljCjS/61GLo0kP8dOgawT4ujG5bwer2hTXpry3tClvSXzUV1vgoykmh1STxUfjiw5HjTRQcUTGJnLwZi0YDTcoXZ/fV/J6REEII4RhkwUklRTFpeGZlLsUH0eLOZdzvnid6fjd2lX8Lk1b9WxaeDdWw/LyO2X+eJ/rKGRqVtO1Kp8Ka9NeWdoUl6a89FNb4KIpJoe1B4qPwxIckDRdq2HEu9Xa6GsE++Hk45/NshBBCCMchC04qKbpJwzOW7U6JpfX5KfjHnaKLaSPGLrNBo7HqHK3VGfCNOMNX2y6w8oKeDs3r0tSKy9gLa9JfW9oVtqS/aiqs8VGUk0KrSeKj8MWHJA0Xath9LhqAJhXkdjohhBAiLVlwspMilTT8EbFupTE+8y365c+hPboCrX9FaPlmjvOw1ZtPVuXa/SR+OXKd1344wupXmlA50MuqtoU16a8t7QpL0l97KKzxURSTQtuDxEfhiQ9HjzVRMOy+cAeAJ8rJgpMQQgiRliQNF3ahhLWGLp+lPvjjQzi6WvUxtFoNnz5bi4ahfsQmpTBo4V4iYxJVH0cIIYQQIjM37j/g0p0EtBqoH+qb39MRQgghHIpc4WQnRTJp+KNltV9Ee+s0uj1foax9FaNnEErphtnOyVZaYE7f2vSZv4fztxMYtHAv37/UAA+XzEO7sCb9taVdYUv6q6bCGh9FOSm0miQ+Cl98OHK8iYJhz/nU2+lqlvLBy9VJYkoIIYRIQxacVCJJw7MoUxrR0Gc3QfcPYVzWh22V3iXBpaRV87LF8yHwf/d0nLgRS7/ZmxhSxYQum7RRhTXpry3tCkvSX3sorPFRFJNC24PER+GJD0kaLvJq9/nU2+kahcntdEIIIcSjZMFJJZI0PJuy5NYo33XFJfIo7aLmkTLgN3D1seqcbVGrwT1eXLifE/dgn7EM73WriuaRZOWFNemvLe0KW9JfNRXW+CjKSaHVJPFR+OJDkobnzdNPP82ff/5J27ZtWb3631vnr1y5wosvvkhUVBR6vZ6JEyfy7LPP5uNM7ce84PREmF8+z0QIIYRwPLLgZCdFOWl4hjKnYvD8SpjfFs3t0zj9NBhe+BF06v7B1iCsBDP61OGVZQf4Yd9VQv09Gd6yvM1zV4MkDZek0PbuX5JC5x+Jj8ITH44ea45u9OjRDB48mMWLF6c7rtfrmTFjBuHh4dy8eZN69erRuXNnPDw88mmm9nHzfiIXLfmbZMFJCCGEeJQkDRePh3cw9FsBTh5wYSusGwuKovowT9YI5L9dqgEw5beTrPv7hupjCCGEEAJatWqFl1fG3WGDgoIIDw8HIDAwEH9/f6Kjox/z7OzvwKW7AFQJ9MbbVRYvhRBCiEfJgpN4fIJqQa9vQaOFg9/Bzi/sMsxLzcoxsEkoAGNWHubApcL3JlcIIYR9bdu2jW7duhEcHIxGo2Ht2rU2tZ86dSoajYbXX3893XGj0cjEiRMpV64cbm5ulC9fng8++ABFxX/CWDv3OXPmEBoaiqurK40aNWLv3r2qzcHswIEDGI1GQkJCVO87vx28nLrgVK+s7E4nhBBCZEZuqbMT2aUui7HD2qJt/yG6jW+jRLyL0bsMSpWu2c4zN8Z3rMiV6Hg2n7zFkMX7WTWsEWWLuxfaXaZsaVfYdplSU2GNj6K8C5maJD4KX3xk1198fDy1a9dm8ODB9OzZ06Z+9+3bx9dff02tWrUylE2bNo2vvvqKxYsXU716dfbv38+gQYPw8fFh1KhRGerv2LGDhg0bZrj978SJExQvXpyAgIBczX3FihWMHTuWuXPn0qhRI2bMmEHHjh05deoUJUumbu4RHh5OSkpKhrYbN24kODg4x+chOjqa/v37M3/+/BzrmmX3/snRfj/uv5j6D63apbwytHWE+FaT/PwrfD//1CTxIfGRHYmPwhcftvSnUdT8l1oRlnaXutOnT/P9999btUtdkaQo1Ly6hLDbm0jROLOj0tvccw9TfZgkI8w6ruNKvAZ/V4UxNYx4yhXvQgghHkpISKBfv37cv38/240+NBoNa9asoUePHjn2GRcXR926dfnyyy/58MMPCQ8PZ8aMGZbyrl27EhAQwIIFCyzHnnnmGdzc3Fi6dGm6vkwmE3Xr1qVixYosX74cnU4HwKlTp2jZsiVjx47lrbfeynY+Wc29UaNGNGjQgNmzZ1vGCgkJ4bXXXmP8+PE5nqfZn3/+yezZs9MlDQdISkqiffv2DB06lBdffDHL9gX1/ZPBBP/Zq8OoaJhYJwV/1/yekRBCCPF4WPv+CeQKJ9XILnU2npepI6aVL6A/t4kWV78kZdBG8CmdzdnnTvPWSTz79R6u3kvkxyh/FrxQi21/bCl0u0zZ0s6aejnVyU0MqPHc2Ju955hf8WFLG4mPrEl8FL74sMcudSNGjKBLly60a9eODz/8MEN5kyZNmDdvHqdPn6ZSpUocOXKE7du3M3369Ax1tVot69evp0WLFvTv358lS5Zw4cIF2rRpQ48ePXJcbMpKcnIyBw4cYMKECenGateuHbt27cpVn2kpisLAgQNp06ZNtotNYNv7J0f6/RhYtQHGPYco7uHMi0+3t+yK60jxrSb5+Vf4fv6pSeJD4iM7Eh+FLz5sef8kC052ouZOYfbuOzc7BeWl7GENeHYhfPskmqjjOK18HgZvANfsV0htFeTrxKLBDen55U4OXr7HO7+cor1n4d1lypZ2hWWXKXsorPFRFHchsweJj8ITH2q/jsuXL+fgwYPs27cvyzrjx48nJiaGKlWqoNPpMBqNfPTRRzz//POZ1g8ODmbLli00b96cfv36sWvXLtq1a8dXX32V63nevn0bo9GY4Xa8gIAATp48aXU/7dq148iRI8THx1O6dGlWrVpF48aN2bFjBytWrKBWrVqW/FFLliyhZs2aOfapRmzltZ019Y7eiAdS8zc5Ozvb1If8/LNv//LzL/9IfEh8ZEfio/DEhy19yYKTyD+u3qk7133TFqKOw+rB0Hc56NQNywolvZj7Yj0GfLuX9cciSQrWon7WKCGEEEXZlStXGD16NBEREbi6Zn1/1cqVK1m2bBnff/891atX5/Dhw7z++usEBwczYMCATNuUKVOGJUuW0LJlS8LCwliwYIHlipr8tGnTpkyPN2vWDJPJ9Jhn83gdvHwPgLqSMFwIIYTIkuxSJ/JXsRDo+wPo3eBsBPw+Iec2udCkvD+f9EpN3rr5upbv916xyzhCCCGKpgMHDhAVFUXdunXR6/Xo9Xq2bt3KF198gV6vx2g0AvDmm28yfvx4nnvuOWrWrMmLL77ImDFjmDJlSpZ9R0ZGMmzYMLp160ZCQgJjxozJ01z9/f3R6XRERkZmGCcwMDBPfRcFigKHr9wDZIc6IYQQIjuy4CTyX6l60HMeoIG982D3XLsM83Sd0oxuUx6A9379hz9ORtllHCGEEEVP27ZtOXr0KIcPH7Z81K9fn+eff57Dhw9bEn4nJCSg1aZ/+6XT6bK8Iuj27du0bduWqlWr8tNPP7F582ZWrFjBuHHjcj1XZ2dn6tWrx+bNmy3HTCYTmzdvpnHjxrnut6i4nwy34pLRaTXUCPbJ7+kIIYQQDktuqbMTgyHrbX3N5Wk/W9unNW3UqGePsmxV7IS2zSR0W95D+X0CRu/SKBU72taHFYY1DWHX0TPsvaVlxPcH+f6lBlQPVi9vVH5ty2lLu8K2LaeaZNtWiY/sSHwUvvjIrr+4uDjOnj1reXzhwgUOHz6Mn58fZcqUYfbs2axZs8ayaOPl5UWNGjXS9eHh4UHx4sXTHe/WrRsfffQRZcqUoXr16hw6dIjp06czePDgDHMwmUx06tSJsmXLsmLFCvR6PdWqVSMiIoI2bdpQqlSpTK92ymnuAGPHjmXAgAHUr1+fhg0bMmPGDOLj4xk0aJCVz17RdSU+9XbGiiU9cXPW5fNshBBCCMclC04qSbutL8DGjRut2tY3IiLC5rGsbaNGPXuUZUkJo3bxloTe2QqrB7O94kRi3MvY3k8O+oTBvWQ4fR/6f7OLsTWN+LqoO0auzl+lPtSMj5zq5CYG1Hhu7M3ec8yv+LCljcRH1iQ+Ck98JCQkZFm2f/9+WrdubXk8duxYAAYMGMCiRYu4ffs2586ds3nMWbNmMXHiRF599VWioqIIDg5m+PDhTJo0KUNdrVbLxx9/TPPmzdMlpq5duzabNm2iRIkSuZo7QJ8+fbh16xaTJk3i5s2bhIeHs2HDhgyJxEVGl+NSF5xqlpKrm4QQQojsyIKTSmzZ1hfsu/WiGvXsUWYVYwdMy/ugv7iNVtfnkDJwI3gH2d5PFszzWzK8JS8sOsiZqHi+v1qM5UMb4OWa98z9+bUtpy3tCtu2nGqSbVslPrIj8VH44iO7bX1btWqFoihZlk+ePJnJkydn2/+ff/6Z4ZiXlxczZsxgxowZVs2xffv2mR6vU6dOlm1ymrvZyJEjGTlypFXzEP+6krpBHbVKy4KTEEIIkR1ZcLITNbfetXffudlaMS9lOUwG+iyBBR3Q3D6F06p+MOg3cPGyva9s+Hm5sWhwI3rM2cHpqDhGrzzKtwMb4KRTJ61Zfm3LaUu7wrItpz3Itq0SH9mR+Cg88eHosSYcj6IoXDFf4VS6WP5ORgghhHBwkjRcOB63YvD8SvAoATePwqpBYExRfZhSxdxYOLAB7s46/jpzm3fWHLXqP8JCCCGEKJpu3E8kLkWDXquhSqC6/wwTQgghChtZcBKOyTcU+q4AvRucjYDf3krdh1hlNUr5MLtfHbQaWLn/KnP+OJtzIyGEEEIUSUevpd6GWbGkJ65OkjBcCCGEyI4sOAnHVboePDMf0MD+BbBrtl2GaVMlgPe6Vwfgs42nWXvoml3GEUIIIUTBdux66oJTzVLq7XArhBBCFFay4CQcW9Vu0PGj1K83/hdO/GyXYV5sHMqwFmEAvLn6CLvP37HLOEIIIYQouMwLTtWDZcFJCCGEyIksOAnH98Sr0GBo6tc/DYMr++wyzPgnq9C5ZiAGo8Kw7/ZzNirWLuMIIYQQomA6eTP1vUG1IMnfJIQQQuREFpyE49No4MmpUOlJSEmEH56D6AuqD6PVapjeO5y6ZYoRk5jCwIX7uBWbpPo4QgghhCh4bsUmcTsuGQ0KlQI883s6QgghhMPT5/cECiuDwYDBYMi2PO1na/u0po0a9exRlmdPzUX/XTc0kUdRlvUiZcBv4OZrUxc5zU8HfNkvnN7z9nA5+gEvLdrL0sENcHO2LjGoGuef2z7UjI+c6uQmBuwaGyqx9xzzKz5saSPxkTWJj8IXH44cb8LxnLyZejudvyu4O8tbaCGEECIn8ttSJXPmzGHOnDkYjUYANm7ciLu7e47tIiIibB7L2jZq1LNHWV64lhhC8+j3cL9zlvvzurGr/JuYtE4295PT/F4sA/8Xo+PvazE8PzuCwZVNaDXq9W/PPtSMj5zq5CYG7BUbarL3HPMrPmxpI/GRNYmPwhMfCQkJqvYnCreTN1Jvpyvlrv6uuUIIIURhJAtOKhkxYgQjRowgJiYGHx8fOnTogLd31gklDQYDERERtG/fHicn6xZMrG2jRj17lKkmqg7K4s74x52ki3EDxi5fpt52ZwVb5lez/l36LzrA0btwWBPKfztXUbV/tftQMz5yqpObGHgssZFH9p5jfsWHLW0kPrIm8VH44iMmJka1vkTh98/DK5yCPWTBSQghhLCGLDjZiZOTk1Vviq2tZ8++s6tnj7I8K1Uben8Hy55Fe2wV2uJh0Pptm7qwZn5PVCjJ58/W5rUfDrF412XKFvdkcLNyqvVvrz7UjI+c6uQmBuwaGyqx9xzzKz5saSPxkTWJj8ITH44ea8Kx/PPwCqfgnC9gF0IIIQSSNFwUVBXaQtf/S/166zQ4/L1dhulWO5j/PJl6ZdMH606w8fhNu4wjhBBCCMdlMJosu9cGyy11QgghhFVkwUkUXPUGQLOxqV//8hqc32qXYV5uGUbfhmVQFBi1/BCHr9yzyzhCCCGEcEznbsVhMCp4uOjwc8nv2QghhBAFgyw4iYKtzUSo8QyYUmDFixB1UvUhNBoNHzxVnZaVSpBoMDFk8T6uREuiWSGEEKKoMCcMrxLgZW3aSCGEEKLIkwUnUbBptfDUlxDyBCTdh++fhbgo1YfR67TMeb4uVYO8uR2XzMCFe7mfINtpCyGEEEWBOWF45UDPfJ6JEEIIUXDIgpMo+Jxc4bnvwS8M7l2G7/tAsvpXIHm66Fk4sAFBPq6cuxXP8KX7SUoxqj6OEEIIIRzL2cg4ACqVlAUnIYQQwlqy4CQKB4/i8PxqcPOD6wfhp6FgUn8xKNDHlW8HNsDTRc/u89GM//EoiiLJQ4UQQojC7Oyt1AWn8iVkwUkIIYSwliw4icKjeHno+wPoXODkr7Bxol2GqRrkzZfP10Wn1bDm0DX+L+K0XcYRQgghRP5LNBgtuRvLl/DI59kIIYQQBYcsOInCpcwT8PRXqV/vngN75tllmBaVSvBRjxoAfLHlLCv3X7HLOEIIIYTIX+dvxWNSwMfNCX9P5/yejhBCCFFgyIKTKHxqPANt3039esN/4NQGuwzzXMMyjGhdHoC3fzrK9jO37TKOEEIIIfKP+Xa6CiU90cgWdUIIIYTV9Pk9gcLKYDBgMGS9i5m5LLs6uW2jRj17lD1WjUaiu3MO7eGlKKsHkfLiLxAUrvr8RrcO4/KdeP73901eXnqApQPr5Ln/3M5RzfjIqU5uYsBhYiMb9p6jGv3b82eHtXUlPiQ+Ckt8OHK8CcdxNip1wamiJAwXQgghbCILTiqZM2cOc+bMwWhMTVS9ceNG3N3dc2wXERFh81jWtlGjnj3KHhcNbXjC6zAlY49h/O4ZtlV+lwfO/oC682vlBie8dJyLTWHgwr2MralO/7ntQ834yKlObmLAEWIjJ/aeY37Fhy1tJD6yJvFReOIjIUH9HU1F4XM2KhZIvcJJCCGEENaTBSeVjBgxghEjRhATE4OPjw8dOnTA29s7y/oGg4GIiAjat2+Pk5OTVWNY20aNevYoyxdJrVG+64Jr1AnaR83nQb+1RGzbo/r8WrQx0Gf+Hs7fTmDeSR1rXmtBMQ+3XPWV2+dQzfjIqU5uYsDhYiMT9p6jGv3b82eHtXUlPiQ+Ckt8xMTEqNaXKLzMVziVlwUnIYQQwiay4GQnTk5OVr0ptraePfvOrp49yh4rJz94fhXMb4vm1j+4/jIcjU9/1edXwseJRYMa0ePL7VyNNzDup39YMKABel3u06Tldo5qxkdOdXITAw4TG9mw9xzV6N+ePzusrSvx4bj9S3xYx9FjTeS/FKOJC7fjAbmlTgghhLCVJA0XhZ9Paei3Apw80F74k9pXFoOiqD5MmeLufP18HZw0CltP3+bDdf+oPoYQQgghHp9L0QkYjApuTjqCfXJ35bIQQghRVMmCkygagsPh2YUoGi1l72xFu3OmXYYJDynGCxVNACzaeZHFOy/aZRwhhBBC2N+/t9N5oNXKDnVCCCGELWTBSRQdlTpi6jAVAN2fH8LR1XYZJry4wrj2FQF473/H+eNklF3GEUIIIYR9XXx4O12Yv9xOJ4QQQthKFpxEkWKqP5izJZ5MfbD2Fbi0yy7jDGseSu/6pTEpMPL7g/xzQxLTCiGEEAXNxTupC06h/h75PBMhhBCi4JEFJ1HkHC/1HKbKXcCYDMv7wp1zqo+h0Wj4sEdNGocVJz7ZyEuL9hEVk6j6OEIIIYSwH3PC8NDi7vk8EyGEEKLgkQUnUfRotBif+gpK1YMHd2FZL4i/o/owznotc1+oR1gJD67fT+SlxftJSE5RfRwhhBBC2MelOwmAXOEkhBBC5IYsOImiyckd+i6HYmUg+nzqlU4G9a9A8nF3YuHABvi6O3H02n3GrDiMyaT+DnlCCCGEUNeDZCM37qe+NyhXXBachBBCCFvJgpMoujxLwvOrwdUHruxJzelkMqk+TNniHszrXx9nnZbfj0cybcNJ1ccQQgghhLouRafeTuftqqeYu1M+z0YIIYQoeGTBSRRtJSpDn6WgdYLjP8GWD+wyTINQPz7pVQuAr7ed54e9l+0yjhBCCCHUcfF26u105fw90Gg0+TwbIYQQouCRBSchyrWA7rNSv94+HQ4stsswPeqUYnTbigBMXHuM7Wdu22UcIYQQQuSdeYe6snI7nRBCCJErsuAkBEB4X2g5PvXrX8fA2c12Geb1dhV5KjyYFJPCK8sOcCYy1i7jCCGEECJvLpp3qJOE4UIIIUSuyIKTEGatxkOt50AxwsoBEHlc9SE0Gg3TnqlF/bK+xCamMHjxPm7HJak+jhBCCCHyxnyFUzl/93yeiRBCCFEwyYKTEGYaTeqtdaHNITkWlvWGmBuqD+PqpGNe//qU8XPnSvQDhn23n0SDUfVxhBBCCJF75hxOckudEEIIkTuy4CREWnpn6LME/CtBzFX4vjckxak+jJ+HM98ObIC3q56Dl+/x5uq/MZkU1ccRQgghhO0eJBu5GZMIQDlZcBJCCCFyRRachHiUmy/0Wwnu/nDzb/jxJTCpfwVShZKezH2hHnqthv8duc6MTadVH0MIIYQQtrscnXp1k5ernmLuTvk8GyGEEKJgKtILTk8//TS+vr706tUr3fErV67QqlUrqlWrRq1atVi1alU+zVDkG79y0G8F6F3h9AbYMB4U9a9AalLBn4971gTgiy1n+fHAVdXHEEIIIYRtrt5NXXAq4+eORqPJ59kIIYQQBVORXnAaPXo03333XYbjer2eGTNmcOLECTZu3Mjrr79OfHx8PsxQ5KvS9aHnfEADe+fB7q/sMkzv+iG80qo8AON/+pu9F6PtMo4QQgghrHP17gMASvu65fNMhBBCiIKrSC84tWrVCi8vrwzHg4KCCA8PByAwMBB/f3+io2URoEiq1h06fJD69e9vwz//s8swb3aoTOeagRiMCiO+P8KtB3YZRgghhBBWMF/hVNpXdqgTQgghcsthF5y2bdtGt27dCA4ORqPRsHbt2gx15syZQ2hoKK6urjRq1Ii9e/eqPo8DBw5gNBoJCQlRvW9RQDQeCfVfAhT4cShcPaD6EFqthum9w6ld2od7DwzMP6UjNtGg+jhCCCGEyJn5CqcQucJJCCGEyDV9fk8gK/Hx8dSuXZvBgwfTs2fPDOUrVqxg7NixzJ07l0aNGjFjxgw6duzIqVOnKFmyJADh4eGkpKRkaLtx40aCg4NznEN0dDT9+/dn/vz5WdZJSkoiKSnJ8jgmJgYAg8GAwZD1goG5LLs6uW2jRj17lDmCXM+v/Ufo7l5Ce24Tyg99SBm4AYqVVa9/QAd82S+cnl/tJjI2iVHLjzD/xbroddatC6sZHznVyU0MOHpsgP3nqEb/9vzZYW1diQ+Jj8ISH44cbyJ/XZErnIQQQog8c9gFp06dOtGpU6csy6dPn87QoUMZNGgQAHPnzmXdunV8++23jB8/HoDDhw/nevykpCR69OjB+PHjadKkSZb1pkyZwnvvvZfh+MaNG3F3z/lNSkREhM1zs7aNGvXsUeYIcjM/nUdvmrmdplj8ZRIXdOOvihMx6DPfKjkv5/9iKMw8rmP7uWhenruR/2fvvsOjqtIHjn+npfcEAoHQQUBKKNKU3gRhRSysuAKiom5w0awFdFXsbVex5CeKBUVdsYG7a0QCiCCCNIMg0kMnISFl0jOZmd8fkxkSUqbkTmYyeT/Pw5Pk3nPeOZO8zNycnPue6R1NTvVXMj/stXElB7w9N8D9Y1QivjtfOxxtK/nhvfElPxxTXFysaDzhO2w1nKJkhZMQQgjhKq+dcKpPeXk5u3btYtGiRbZjarWacePGsXXr1gbHN5vNzJkzhzFjxnDrrbfW23bRokUkJSXZvtbr9cTHxzNhwgTCwsLq7GcwGEhNTWX8+PHodI5tt+toHyXaueOcN2jw+PRDMS+fQGjBWa7Wf4Lx5s9B46dc/MoYF8rW8cEhDT9mqBk3qBd/vqKtQ/2Uyg97bVzJAW/PDXD/GJXKD3e9djjaVvJD8sNX8sO6KlmIqgpKK8grtqx+kxVOQgghhOua5IRTdnY2RqOR2NjYasdjY2M5cOCAw3HGjRvHnj17KCoqom3btnzxxRcMHTqULVu2sHLlSvr06WOrHbVixQp69+5dI4a/vz/+/v41jut0Oocuih1t587Y9bVzxzlv4PL4otvBLV/C+1ejPvET6u8egGn/B5dsmdzQ558QbWbBmM68tuEoT/7vDzrHhjKsc4xDfZXMD3ttXMkBb88NcP8YlYjvztcOR9tKfnhvfMkPx3h7rgnPOJtnWd0UGaQjxL9JXioLIYQQXqFZv4uuW7eu1uNXXXUVJpNztzFdSmo4eWddDEXGF30ZqunvoVl5M6o9n2IMb4dp+AOKxbf2nXdlPEeyivh2bwZ//Xg3X941mPbRdf+lVWo4NZzU6JH8qI/kh+/lhzfnm/Ac2+10srpJCCGEaJAmOeEUExODRqMhMzOz2vHMzExatWrlkTElJyeTnJyM0WgEpIaTt9dhUWJ87dvOIuHUB2g2vUDaiVxOR12paPx169YxKhD2Bms4WWTglrc3c18vI0F2/tdKDaeGkxo9kh/1kfzwnfyQGk6iNqfzrBNOUr9JCCGEaIgmOeHk5+fHgAEDWL9+PdOmTQPAZDKxfv165s+f75ExJSYmkpiYiF6vJzw8XGo4eWkdFmXHNxnjhhA0W9+g/6n36Tt8MuVxgxSvwTJsVBnTl24jU19GSm4s7/ylX60710kNp4aTGj2SH/WR/PC9/JAaTqI2Z/JKAYiPkhVOQgghREM4tt+6BxQWFpKWlmbbaS49PZ20tDROnjwJQFJSEsuWLePDDz/kjz/+4J577qGoqMi2a50QjcE0+jFMPa5FZTKg+XI2qguHFX+MlqH+vH1LPwJ0ajYfucAL3x9S/DGEEEIIYXHxljpZ4SSEEEI0hNeucNq5cyejR4+2fW3dCW727NksX76cGTNmkJWVxeOPP05GRgYJCQmsWbOmRiHxxiK31Ln22J6i5PjUflO5Mvh3ooqOYFpxPX7dnnDLLTE3d1TxwSENH249SWlmOsNizQ71czS+K2284ZYYd5BbpiQ/6iP54Tv5IbfUidqckVvqhBBCCEV47YTTqFGjMJtr/4Xaav78+R67he5Sckud68+rMbltfEVXYV5+NcF5xxl87FUC7kpFF1T3z9+VMU4GwjceY8n6I3x1XMuUkQMY0inKbj9H4zvTxptuiVGS3DIl+VEfyQ/fyw+5pU7U5uKEk9xSJ4QQQjSE1044NXVKbk3v7tiubE3dkHPeQPHxRbSGv3yF+b1xRBUfxfTdAtQ3fQRq1+9arW2MC8Z141h2Mf/Zc5b5n+3hm8Qr6RATbLefo/GdbeMN25q7g2x7L/lRH8kP38kPb8810fjKjJBfUgFAXISscBJCCCEawmtrOAnR5MR0wXjDRxhVWtQH/gvrnlD8IVQqFS/d0Ie+8RHklxi4/cMd5JfItt5CCCGEEvLKLR9D/bWE+MvfZYUQQoiGkHdSNzEYDBgMdU8EWM/V18bVPkq0c8c5b+Du8RlaD2R/uzsYeGIp/Pw6xrB4TAOcK2Rvb4wa4P9u7sv1S7dxNKuI+Z/s4p2/9MNsMtbbz9H4jrRxJQe8PTegEfJDgfjufO1wtK3kh+SHr+SHN+eb8Iy8chUArcIDPDwSIYQQoumTCSeFSNFw1x7bU9w6vqhhBJdn0ePcV6jXPMT2QxmcD+/rdBh7Y7y1A7y2T8PmIxe4e+lapnc0OdTP0fiOtPGGor/uIEWhJT/qI/nhO/khRcPFpfLLLB9lwkkIIYRoOJlwUogUDXf9eTWmxir62/4vb2D63h/1b58y5PRSKkb/D1r1VnyM7Xpmcu9ne/gxQ82EQT0JydonRcMbQIpCS37UR/LD9/JDioaLS+VW3lLXWiachBBCiAaTCSc3kaLh3l341+1Ff/38UF/7OhScQZX+I7rPZ8Id6yG8jaJjnJrQliNZxby2/jCLvz3I/B5SNFwJUhRa8qM+kh++kx/enmui8V28pU4KhgshhBANJUXDhXAXjQ5u+ghadIeCc/DpDCgrUPxhFoztyoSesRiMZt47qCFTX6r4YwghhBDNQV7lLXVxssJJCCGEaDBZ4eQmUjTcOwuxNnrRX20wzPg32g8mosrci2nlbIwzPgF13f/1XBnji9Mv51hWIUeyivjrp2l8evsV+Os0LsdvSkV/lSRFoSU/6iP54Xv54c35JjwjX4qGCyGEEIqRCSeFSNFw1x7bUxq76G9E279y5eHn0B5bz4llM/mt7WxQqZyKYc/NbeFfORp+O6Pn9rdSubmzqd6H8JWiv+4gRaElP+oj+eE7+SFFwxvmuuuuY+PGjYwdO5Yvv/zSdvzUqVPceuutnD9/Hq1Wy2OPPcaNN97owZE67mINJ7mlTgghhGgoxSacNBqNbbKlOZKi4a4/r8bk0aK/Bzth/nI2HbM30K7PcExD71V0jAaDgezSdbx9QMMvWZYi4rOGtHMpflMq+qskKQot+VEfyQ/vz4+AgABKSx2/rViKhjfMggULmDt3Lh9++GG141qtliVLlpCQkEBGRgYDBgxg8uTJBAcHe2ikjikpN1JcISuchBBCCKUoNuFkNpuVCuUTpGi4dxf+9UjR317XQuHzsGYhmg1PoonuBJdPU3SM3SPMPDyxG8+vOcRz3x2kR+twhnWJcTl+Uyj66w5SFFryoz6SH96bH2az2ann7e255u1GjRrFxo0baxxv3bo1rVu3BqBVq1bExMSQk5Pj9RNOmQWWycogPw1hAXITgBBCCNFQDhcNX7p0KYMGDWL8+PEkJSXxwQcfsHPnTqfbCNGsDbkHBt9t+XzVXXBqu+IPcduw9kzv1wajyUzip7s5lSO3jAghfMM777zTaNcimzZtYurUqcTFxaFSqVi9erVT/V944QVUKhX33XdfteMdOnRApVLV+JeYmOj0GBs69uTkZDp06EBAQACDBw9m+3bl35N27dqF0WgkPj5e8dhKy8i3VAxvFeaPys5t70IIIYSwz+E/37z44ots2LABs9nMvn372Lt3L2vXruXf//63U22EaPYmPgd5J+FgCvz7z3DHOojqpFh4lUrFc9N7cySrkN9O53PnRzv56p5hBPvLX2uFEE3bP//5z0a7FikqKqJv377MnTuX6dOnO9V3x44dvP322/Tp06fWc1VLEOzbt4/x48fXWeNoy5YtDBo0qMZqrP379xMdHU1sbKxLY1+5ciVJSUksXbqUwYMHs2TJEiZOnMjBgwdp2bIlAAkJCVRUVNTou3btWuLi4ur+BlTKyclh1qxZLFu2zG5bq/o2XXG1eLyj/U7nFAEQG+rv8hi8qSi+kmTTBN/bNEFJkh+SH/WR/PC9/HAmnsO/gfbt25fY2FiCgoLo1KkTf/rTn2q0SUhIoGXLlgQHB9fZprmo74LJer7qR0djOtJHiXbuOOcNvOYF709voVnxJ9QZezB/ciMVs7+DwMgGjbFqP51Ox5t/7sv0pds4kFHA3z9P4/UZfVCpVD73gqckr8kPhWM05zdEJTXn/Cgsq+DjbScZ3z3Gblt35kevXr2IiooiKCiI+Ph4Jk2aVKN9nz59iIyMJDg4uM42l8atzaRJk2x9nVFYWMgtt9zCsmXLeOaZZ2qcb9GiRbWvX3jhBTp37szIkSNrtDWZTCQmJtK1a1c+++wzNBrL7qMHDx5kzJgxJCUl8dBDD7k09ldeeYU777yT2267DbCsDPv22295//33WbhwIQBpaWkOPefalJWVMW3aNBYuXMiwYcPqbOfKpiuuFo+31++n0ypAg7HwAikpKQ2K5Q1F8d1BNk3wnU0T3EHyQ/KjPpIfvpMfzmy6ojI7WHxpx44dPPTQQ/ztb39j8ODBNf6ypdFo+OWXX3jwwQfrbOPLql4wHTp0iE8//dShXepE8+VvyGPEwScJMlwgO+QytnZ+CJNa2Xoi6QXwxu8ajGYV18QbmdBWaq0JIZz36RE1v2SpifQzs3iA5zYIOXz4MB9++CFTpkyhW7duREVFVTs/ffp0XnrpJZYvX15nm6qKi4uZOXMm+fn59W70oVKpWLVqFdOmTbM7xtmzZxMVFcWrr77KqFGjSEhIYMmSJbW2LS8vJy4ujqSkJB555JFa25w9e5YRI0YwePBgVqxYQXp6OiNGjGDq1KksXbrU7nhqG3t5eTlBQUF8+eWX1Y7Pnj2bvLw8vvnmG7txrTZu3Mibb75ZbZc6s9nMzJkzueyyy1i8eLFDcaybrmRnZ9f5szAYXN9Uw5F+j32zj892nuXu4e35+4TLXIpV3/m6zrn6vBqTu8eoRHxXYjjTx5G2kh+SH5IfNUl++F5+6PV6YmJi7F4/gRMrnGbNmsWYMWNYt24dr776KqdPn6Zdu3a2YpFms5lbb7213ja+THapc/15NSave8E73w/zR5OJKTzINcbvMF7zFoaKCkUvqFvsPM2j3+zn21Mapo5IYETnSJ96wVOS1+WHQjGa8xuikppzfjzy9HrASG65pa6Np/Lj3XffZfTo0eTl5fH+++9z5swZ4uPjWbduHWC5Flm2bFm9bapSepe6zz77jN27d7Njxw6H2q9evZq8vDzmzJlTZ5u4uDg2bNjA8OHDmTlzJlu3bmXcuHG89dZbLo8zOzsbo9FY43a82NhYDhw44HCccePGsWfPHoqKimjbti1ffPEFQ4cOZcuWLaxcuZI+ffrY6ketWLGC3r17242pREF6V/udL7CseIuLDPLKovjeQDZN8N5NE7yB5IfkR30kP3wnP5yJ5fCEU0REBMnJydWOnT59utrXkZGRdts0F47+UN2Z1Eq0c8c5b+A1L3ht+sBNK+CTG1Dv+xJ1VCcY/lCDxnhpv1uGduTg+SI+2nqCB7/ax9d3D3Y4flN4wXMHr8kPhWM0xzdEd2iO+VFUbnS4raNtXMmPiIiIGhMtp0+frtY2KirKbpuqj6OUU6dOsWDBAlJTUwkICHCoz3vvvcekSZPsrghv164dK1asYOTIkXTq1In33nvPK4pa1zaJB3DVVVdhMpkaeTQNd77AUjS8Zai/h0cihBBC+AaHd6kbPHgwy5cvr3asbdu2TrcRQlyi82iYssTy+aaXUO1Rvsj+P67pycD2kRSUVpD46R7KPHdHjBBCuGzQoEFeey2ya9cuzp8/T//+/dFqtWi1Wn788Udef/11tFpttULhACdOnGDdunXccccddmNnZmYyb948pk6dSnFxMffff3+DxhoTE4NGoyEzM7PG47Rq1apBsZuyrEKZcBJCCCGU5PCEU3p6Ok899RSdOnVixowZPPvss/z3v/+t1ubYsWN22wghatH/Vhj+AACalPuJLvhD0fB+WjX/d0t/WoT6c+h8IZ8dVeNg+TYhhPAa3nwtMnbsWPbu3UtaWprt38CBA7nllltIS0uzFfy2+uCDD2jZsiXXXHNNvXGzs7MZO3YsPXr04Ouvv2b9+vWsXLmSBx54wOWx+vn5MWDAANavX287ZjKZWL9+PUOHDnU5blNmMpm5UFgOQEyITDgJIYQQSnD4ljprAcnCwkJ+//139u7dy/r165k6dapTbYQQdRjzD8g5hur3rxmU/jrkTIPY7oqFbxkWwP/d0p+b39nG7gtqlm89ybyRXRSLL4TwTfklF3dyC9Q5/Hcqt/j666/R6XSNci1SWFjIkSNHbF+np6eTlpZGVFQU7dq1480332TVqlW2SZvQ0FB69epVLUZwcDDR0dE1jptMJj744ANmz56NVlv3pZjJZGLSpEm0b9+elStXotVq6dmzJ6mpqYwZM4Y2bdrUutrJ3tgBkpKSmD17NgMHDmTQoEEsWbKEoqIi2651zU1ucTkVJssfYmJC/Dw8GiGEEMI3ODzhZBUSEsLgwYMZPHhwteNV79Wvq01zYjAYGrRtdEP6KNHOHee8gddva37Na6hzT+B3dhemz27GcNv3EBip2GMntAnloQldeG7NYV5cc4ierUMZ3LHmDk6y7b2X5oeLMZzp40hbyY/mlR8nsgpsnxtN1NvWkXhK5Ie/vz/9+/enf//+1Y6XlZXZbVNb3Nrs3LmT0aNH275OSkoCLDu5LV++nOzsbI4ePVpn//qsW7eOkydPMnfu3HrbqdVqnnvuOYYPH46f38VJkL59+7Ju3TpatGjh0tgBZsyYQVZWFo8//jgZGRkkJCSwZs2aGoXEmwtr/aZgrRmdxrMTq0IIIYSvcHrCSdQuOTmZ5ORkW42GtWvXEhQUZLdfamqq04/laB8l2rnjnDdw9/gaEt8/ag4jsk8QlHuMC+/8ia2dH8Ssdvy/qr3HbmmGATFqdmWruXvFDh7sbSSijrsH7MVyJQe8PTfAu/OjITGc6eNIW8kP742vZH7szVEBltvByo0mjCbfyY/i4uI6z40aNareW48XL17M4sWL641f1y69EyZMcPi25vHjx9d6vF+/fnX2sTd2q/nz5zN//nyHxuHrsionnMJkcZMQQgihGJlwUkhiYiKJiYno9XrCw8OZMGECYWFhdbZ359bmSrRzxzlv0FS2Nd9WUcDoY8/RovAPprAe46QlYGdHImd+7gZTKoWaMA5mFrIqK5qP516Bv1btcCzZ9t5z8d352uFoW8mP5pUfRbvOwMHfbV+XGmHaRN/ID71er1gs0bRZVziF6aS+oRBCCKEUmXByE0e3pHbn1uZKtHPHOW/g7duaFwS2xXjdu2g/n4l6zyeoW14GVy5Q7LH9NJA8M4Hpb20j7VQ+L3x/iGem9XY6lmx777n47nztcLSt5If3xlcyP4rKq29vX2r0nfzw9lwTjUdWOAkhhBDKk5vUhfBS5i7j4OoXLF+kPgF//E/R+O2jgnjtz/1QqeDjbSf5YucpReMLIXxD1aLhAGVGDw1ECDc6X1AKQJjMQQohhBCKkQknIbzZ4LvgijsBM3x9J5xNUzT86O4tuW9sNwAeXb2PfWfyFY0vhGj6akw4mepoKEQTdnGFk9xSJ4QQQihFJpyE8HZXvwBdxoGhGP79Z9CfVTT8vWO6MLZ7S8orTNy1Yhc5ReWKxhdCNG2XTjiVVtRfT06IpuhiDScPD0QIIYTwITLhJIS302jhhvehRQ8oOAefzoCyQsXCq9UqXpmRQPvoIM7klZD0eRomk/yFVwhhUWPCSVY4CR+ULUXDhRBCCMXJhJMQTUFAOMz8DIJiIOM3+HoemJT7rS88UMfSvwzAX6tm48Es3t6crlhsIUTTJjWcRHNgXeEUKkXDhRBCCMXIhJMQTUVkB7j536Dxh4PfwronFA3fo3UYT1/bC4Al649wOF9umxFCgL5ywqllqD9g2aVOCF9SXF5BYVkFAOFyS50QQgihGK2nB+CrDAYDBoOh3vNVPzoa05E+SrRzxzlv4O7xKRG/3hit+qGa+jra1XfBz69TEdERc79bnXrs+tpdl9CKbcey+frXs3x4WM2NuYXERYY4FaOuc96eG+AD+aFAH0fa2msj+eG5+O7Ij7wSS1231uEBnC8oo8zoO/nhzfkmGk92gSXHA3Rq/DUeHowQQgjhQ2TCSSHJyckkJydjNFr+9Lt27VqCgoLs9ktNTXX6sRzto0Q7d5zzBu4enxLx644RyGWtrqN7xirUKQ+w9VAm2aE9nX7sutoN1cHWQA3nSlTc/u5P/LWnCU0di51cyQFvzw1o6vmhTB9H2tprI/nhufhK5YfZDHnFGkCFuiQXUFNqVPlMfhQXFysaTzRN5wtKAWgR4o9KJRtnCCGEEEqRCSeFJCYmkpiYiF6vJzw8nAkTJhAWFlZne4PBQGpqKuPHj0enc2z9tqN9lGjnjnPewN3jUyK+QzHMkzB9o0L9+9cMO/0WFXPWYAjroFh+9ByYz/Sl2ziiV3PYvzNJ47o6HKOuc96eG+BD+dGAPo60tddG8sNz8ZXOj+LyCkzbNgDQv3tHft1ygjIjPpMfer1esVii6cqqrN/UItQfKPDsYIQQQggfIhNObqLT6Ry6KHa0nTtj19fOHee8gbvHp0R8uzGmvQX5p1Gd3o7u81tg9hqnHru+dt1ah/PnziY+PKzhrR/TGdQphtGXtXQqRl3nvD03wEfyo4F9HGlrr43kh+fiK5UfxcWWujZatYpW4ZZVu6VG38kPb8810TisBcNbhEjFcCGEEEJJUjRciKZKFwB//hQi2kHOMTRfzUFlqlAsfP8YM7cMigfg/pVpnM0rUSy2EKJpsO5QFx6oIyTA8jcq2aVO+JrqK5yEEEIIoRSZcBKiKQtpATM/B79Q1Cd/pu+pDyxFVxSyaNJl9G4TTl6xgcRPd1NeYVIsthDC++UWXZxwCva3TDjJLnXC11woskw4RQXLCichhBBCSTLhJERT17IH3Lgcs0pN+5zNqLe/pVhof62a/7ulP2EBWn49mceLaw4oFlsI4f2yCy2/iMeE+hNSuX1XqbGOXQSEaKIuFFoKhcuEkxBCCKEsmXASwhd0HYdp3NMAqNcvhsPK7eQUHxXEv25KAOC9n9JZsy9DsdhCCO9W9VajEH9LvSO5pU74mpyiygmnIKnpJYQQQihJJpyE8BGmK+ZxPHokKrMJvpwLWQcViz2+ZyzzRnQC4KEv93BG6jkJ0SxkFVqLKfsTXLnCSSachK+xTjhFS9FwIYQQQlEy4SSEr1Cp+K3tbEzxQ6BMD//+MxTnKBb+wYmXkRAfgb60gqQv9mJUrlSUEMJLZVdb4SQ1nIRvumBb4SQTTkIIIYSSZMJJCB9iVmsxXr8cwi071/HFHDAaFImt06h54+Z+hPpr2X0yjzWn5OVDCF9XdYWTdcKp3KTCaJIZZ+EbDEaTbTdGqeEkhBBCKEt+YxTC1wTHwM3/Bl0wpP8I3z+iWOj4qCCev743AKlnVPx89IJisYUQ3qdqDSfrLnUAxeUVnhqSEIrKLbasblKrICJQajgJIYQQSpIJJyF8UatecP0yQAXb34Gd7ysWekqfOGYMbIMZFQ98ude2i5UQwvdUnXDy16rRqi071BVKISfhI6w71EUG+aFWyw6MQgghhJK09psIVxgMBgyGum9lsp6rr42rfZRo545z3sDd41MivqsxavTrPAH1qEfQbHwWc8qDGCM6Ym5/lUPx7bV5aHxnfvz9NBmF5fx9ZRrv/KWf7UK9rr7enhvgu/nhTB8l8sOV1wjJD+/LD5PJbKttExGgpqKigiA/DfrSCvKKSmkdHuDSGLwpP7w530TjsO1QJ7fTCSGEEIqTCSeFJCcnk5ycjNFo+avv2rVrCQoKstsvNdX57esd7aNEO3ec8wbuHp8S8V2NUa2fuRsDIofQNncbxn//hU2XLabYv6XD8etrM7sbvPKbhh8PZ/PQ+2sYE1e9pktdfb09N8B388OZPg3ND3vnJT/cG1+J/Cg0gNGkRYWZ7Zs2oFGD1qwBVPyw+WfSQxs2Bm/Ij+LiYkXjiabngkw4CSGEEG4jE04KSUxMJDExEb1eT3h4OBMmTCAsLKzO9gaDgdTUVMaPH49O51jNAEf7KNHOHee8gbvHp0R8V2PU2c8wBtOKP+F/7lfGZb1Lycz/kLppW73x7Y3Bev6RyZfx5LeH+PaUlllXD6JP2/A6+3p7boDv5oczfRxp62h+OPMaIfnhffmx74wedm4jOsSfqVNGAfDm0S3knC/i8oQBjLws1qUxeFN+6PV6xWKJpimn8rbw6BCZcBJCCCGUJhNObqLT6Ry6KHa0nTtj19fOHee8gbvHp0R8V2PU6KfTWYqILxuNKusAAd/Oh5CZDsW31+aWwe3ZcVJPyt4M7v9iL9/+7SoCKtvX1dfbcwN8Nz+c6aNEfrjyGiH54T35cVZvWfnRLirIdty6U11pBT6RH96ea8L95JY6IYQQwn2kaLgQzUFYa/jzJ6ANQH1kLT3PfqFIWJVKxfPT+9AmIpCTOcU8umqfInGFEJ53Ktdyu1m7qIu3h1snnIpklzrhIy7eUufv4ZEIIYQQvkcmnIRoLtoMgD+9CUDX89+i2vu5ImHDA3W8fnM/NGoV/9lzlm/2nFMkrhDCs07m1JxwCrZOOMkudcJHWFc4xcgtdUIIIYTiZMJJiOakz40Yh90PgObb++HMLkXCDmgfyd/GdAVg8X//4EKpImGFEB50qnLCqW21CScNAIVlssJJ+AYpGi6EEEK4j0w4CdHMmEYt4lx4P1TGMlh5KxSeVyRu4ujODGgfSWFZBR8f0WA0me13EkJ4rVO1rHAKkRVOwsdIDSchhBDCfWTCSYjmRqVmd/u7MUd3Af0Z+Hw2GA0NDqvVqHn1pgSC/TUcK1Dx9qZ0BQYrhPAEo8nMmbwSAOKrrnDykxpOwrdYJ5yipYaTEEIIoTiZcBKiGarQBFJx4wrwD4OTP8OaRYrEbRcdxBPX9ADgjR+OknYqT5G4QojGdfxCEQajmUCdhtZhAbbj1lvqitxwS11+iYEb3v6FjedUiscWojZGk5ncYlnhJIQQQriLTDgJ0VxFd4Xp71g+37EMfv1YkbDTElrTL9pEhcnMfZ/96pZfTIUQ7nXgXAEA3WJDUKsvTgBZi4YXuuGWuvd/SmfP6XxWHdcoHluI2uQVl2OuvPs7Mkjn2cEIIYQQPkgmnIRozi6bBKMesXz+v/vh9M4Gh1SpVNzUyUTr8ACOXyjm6f/tb3BMIUTjOpihB6B7q7Bqxy/WcFJ+IrmswqR4TCHqY72dLiJIh1Yjl8RCCCGE0uTdVYjmbsSD0H0KGMth5V+gILPBIYO08PL1vVCp4LMdp1izL0OBgQohGsuBDMsKp8tahVY7HuJXuUudG2o46TRyK51oXNmFcjudEEII4U4y4SREc6dWw3VLIeYyKDgHn8+yTD410OCOUdw1ojMAi77+jUx9aYNjCiEah3XCqfslE062W+pKlb+lTqOWCSfRuKz1m6JlwkkIIYRwC5lwEkKAfyj8+VPwD4dT21CvfUSRsEnju9GrTRi5xQYe/vp3TGZFwgoh3CinqJyTOcUA9Iyr45Y6N6xw0sqEk2hkecWWHVojgmTCSQghhHAHmXASQljEdIHrlwEqNLuX0y57Y4ND+mnVLJnRjwCdmi1HL7ApQ36hFMLb7TqRC0CXliE1fhG/uEud8iucpIaOaGx5JZU1nAKlYLgQQgjhDnJ1J4S4qNtEGPMoAH1Of4Tq9I4Gh+zSMoR/XNMTgP+eUHOw8lYdIUTtfj+r52xeicce3zrhNKBdZI1zwVVWOJnNyi5ZrLrCqcIoBcSF++XbVjjJhJMQQgjhDjLhJISobvgDmC6bgsZcgearOYoUEb9lcDtGXxZDhVnF37/cS6lB+dURQjQFpQYj969MY/WvZ2o9n1UC097axrAXNjTyyC7adSIHgAEdak44hVSucDKbobhc2f/HVWs4lcqOdaIRyC11QgghhHvJhJMQojqVCuPUN9AHtEFVmAlf3Q7GhtVrUalUPD/tckJ0Zg5mFvKvtQcVGqwQTcsXu06z6tcz3Lcyrdbz6YWeve20oNTAryfzAEvh/0sF6jSosKxsKipTto5T1QmnMplwEo3AektduNxSJ4QQQrhFs55wuu6664iMjOSGG26odjwvL4+BAweSkJBAr169WLZsmYdGKISH+Ieyo+O9mP2C4fhm2PBUg0NGh/hzc2fLL5HLNqez5Uh2g2MK0dRUvVWuoNRQ43zVeRZPrATccuQCFSYzHWOCaR8dXOO8SqWicpETBQpPOJmq7CpQLhNOohHkyS11QgghhFs16wmnBQsW8NFHH9U4HhoayqZNm0hLS+OXX37hueee48KFCx4YoRCeUxgQh3HKG5YvtrwGf/y3wTF7RZqZOagtAH//fA95lVtSC9FcZBWU2T4/cr6wxvmqtbjzS2pOSLnbj4fOAzCyW4s621gnnJRe4VRRZcJJbrsVjcH6fywiUG6pE0IIIdyhWU84jRo1itDQ0BrHNRoNQUFBAJSVlWE2mxUvjipEU2Du8ScYOt/yxeq/woWjDY65cOJldGoRTIa+lEdX7ZP/W6JZOZp1cZLpcGbNCacCw8XbyvSNPOFUYTTx/e+Wmm1juress11A5YRTocITTsYqE05yS51oDLLCSQghhHAvr51w2rRpE1OnTiUuLg6VSsXq1atrtElOTqZDhw4EBAQwePBgtm/frtjj5+Xl0bdvX9q2bcuDDz5ITEyMYrGFaFLGLYZ2Q6FMDyv/AuVFDQoX6KdhyYwEtGoV3+49x6o6iicL4WvMZjNHq6xqOny+5o6NBVXmmBp7hdPW9BxyisqJCvZjWOfoOtsF2FY4KbsKqUImnEQjyy2WGk5CCCGEO2k9PYC6FBUV0bdvX+bOncv06dNrnF+5ciVJSUksXbqUwYMHs2TJEiZOnMjBgwdp2dLyl9mEhAQqKmr+BXbt2rXExcXV+/gRERHs2bOHzMxMpk+fzg033EBsbGyNdmVlZZSVXbxFQq/XA2AwGDAY6v5lwXquvjau9lGinTvOeQN3j0+J+K7GUDI/qrXR6WDaMrTvjUF1fj+m/yzAMOm1OmPUFb/q8R6xwfxtTGdeWXeEx77ZR7+2YbSNDHTkabqVr+aHM32czg8nzzuSH96qoWPMKihDX3rxPelwZkG1WAaDodqE04XCUre9DtTWZ9Vuy+Tv1Ze3xGwyYjDVnFAyGAz4a8yAitw6xudqfpQbLn5vikrKanxv6ovpKm/ON+FepQajbWJTVjgJIYQQ7uG1E06TJk1i0qRJdZ5/5ZVXuPPOO7ntttsAWLp0Kd9++y3vv/8+CxcuBCAtLa3B44iNjaVv375s3ry5RnFxgOeff54nn3yyxvG1a9fabsurT2pqqtNjcrSPEu3ccc4buHt8SsR3NYaS+VG1TXTcHQw7/ALqfV9wOC8IWox1KQesx+PN0DFUQ3qBkduXbeLey42oPbtBl42v5oczfZzND2fP28sPb+bqGPfmqACN7evTGedJSUmp1kZffvH85m07KT3q2i2nzo6xyADf7csAVLQqPk5KyvE62wZrLYujt+7eg/+5NJfHcOn5A6fUWBdeb92xi7zDNZ+70vlRXFysaDzRdFhvp9OoVYT4e+3lsBBCCNGkNcl32PLycnbt2sWiRYtsx9RqNePGjWPr1q0Njp+ZmUlQUBChoaHk5+ezadMm7rnnnlrbLlq0iKSkJNvXer2e+Ph4JkyYQFhYWJ2PYTAYSE1NZfz48eh0jv1lzdE+SrRzxzlv4O7xKRHf1RhK5kftbSZj3uYH6xfT5+yn5AV14IppdzucA7Ud7zusmKnJWzlWYORUSHfuGdnJ4efrDr6aH870cT0/HDvvTH54m4aOcc93B4ETtAjxI6uwnNDwSCZPHlwt/mM7N9i+7njZ5Uwe0s7tYzQYDDy8fB0VZhWXx4Vy901DUKlqn/01GAx8fmw9AHEdujJ5bBenx1DX+QOph+F0OgCX9+nL1b3iHI7pKuuqZNH85JVYbqeLCNTVme9CCCGEaJgmOeGUnZ2N0WiscYtbbGwsBw4ccDjOuHHj2LNnD0VFRbRt25YvvviCoUOHcuLECebNm2crFn7vvffSu3fvWmP4+/vj7+9f47hOp3PootjRdu6MXV87d5zzBu4enxLxXY2hZH7UaHPVfXB2F6o//ssV6W+gM8xEF9TKqfhVj3dqGc7T1/Yi6fM9vL7hKKO6x9KnbYTdsbubr+aHM31cyg8nzjuSH97K1THuOpkHwJVdYliddpYKE9XiGE3marfUFZaZXP5eODPGUoORjecsK4vmDOuIn1/9O3YFV145FJQZXf7513beVOWX/gqTqlHyw9tzTbiPdYVTuNxOJ4QQQrhNk5xwUsq6detqPT5o0KAG344nNZy8sy6Gr9bocaZfg2v0XPM6moz9BOUexbj6Lgw3fw4qtd2+dR2f0qsl6/bHkrIvkwX//pXVfx1CkJ9nXpp8NT+khpMyGjLGvGID+85aVtMM7hjJ6rSzlFcYq8U6l1uEGVWVPmVuex2o6sOfj1NgUBEXHsA1vVra/dkHaS23uuUU1j4+V/PDYLhYM6q4rPp7qNRwEkqz7VAnBcOFEEIIt2mSE04xMTFoNBoyMzOrHc/MzKRVq9pXW7hbcnIyycnJGI2WC2ap4eTddVh8tUaPM/0aUqMnNPZ2RuY9gSZ9IweWz+dI7BSH+9Z2/KoA2OKnIf1CMX99Zx03dfLsDlW+mh9Sw0kZroxxc4YKo0lDXJCZc4f2AFpy8wuq1XA6ooeqb8u/H04nxXzUrWPML4c3ftUAKkbGFJH6/Rq7fYK1lkmxIyfPkpJy2uUxXHr+SPrFGk5pe38nJGuf0zGdJTWcmq986y11QfWv6BNCCCGE65rkhJOfnx8DBgxg/fr1TJs2DQCTycT69euZP3++R8aUmJhIYmIier2e8PBwqeHkpXVYfLVGjzP9lKrR89u/j9Dv1Pv0PPcVl42bjTl+cL197cVs0+sCs5fvYkummlnjBzDmshYOP3el+Gp+SA0nZbg6RrPZzLtv/wLomTOyO/3bRfD677/gFxDI5MkjbO0+234Sfr94W3hYdCyTJ/dz6xgf+HIvZaZztA8x8+jMsfjbuZ3OYDCwb6VldbAuJILJk4c4PYa6zm//7x+QcQqATl0vY/LwTg7HdJXUcGq+ZIWTEEII4X5eO+FUWFjIkSNHbF+np6eTlpZGVFQU7dq1IykpidmzZzNw4EAGDRrEkiVLKCoqsu1a52lSw8m767D4ao0eZ/o1tEbPyeiR9A3LR/37V2hX3wV3b4agKLt96zo+snsr7riqI+/+lM4jq35nzX0jaBFasz5aY/DV/JAaTspwdow/HDzP3jN6/LRqpg+IJ1NfCoDBZK4W50x+GQCRQTpyiw12ayQ1dIw/HDjPN3vOoVLBDR2N+Pv5OfR4wTrLLXX5JRXK1nCiag2n2usrSQ0noZS8EqnhJIQQQrib10447dy5k9GjR9u+tu4EN3v2bJYvX86MGTPIysri8ccfJyMjg4SEBNasWVOjkLinSA0n76yL4as1epzpp1iNHpWK0nEvEHjuV1Q5xzCtuhvjjR9jqKiota8jj3vf2M5sPpzFwcxCHvoyjbdv6deouwf5an5IDSdluDLGUoORZ/63H4BbB8cT7q/mvNlyy2h5halarPTsQgAubx3KT0dzyC+p/32kIWM8m1fC/SvTALjlira00xx3OD+CKq8ccovLla3hVCE1nETjubjCSW6pE0IIIdzFayecRo0ahdlsrrfN/PnzPXYL3aWkhpNrj+0pvlqjx5l+itTo2bSVsBa3MSL3KTSHv+f3DxdwrOXV9fa1F3NaLPzrvIYfDmbzj+VruDK2/tcBd/DV/JAaTspwdIxmM3x6VM3RLDVhOjOdy46SknKU7FIALcVl5dVqOP1+wlJLSVecDajJzddXO6/UGMuN8OZ+DXklKuKDzfRTHXfqedl2qSut4L/fpqCpY07Y2fw4cepiDaeDR9NJSalZv0pqOAmlXKzhJCuchBBCCHfx2gmnpkZqOLn+vBqTr9bocaafW2r07PKHNQ/R69wXdB3zF77fl92gGj2aNid47ruD/OeUjtunDKVTi2AHvwsN46v5ITWclOHMGMsqTDz1vz/YnnUGtQpemzmQq7pEA3Auv5Snf92EWaVh8uSJgKXO0yO7NgBGxgzsyQ//PYAuIIjJk4crOsbyChN//TSNE4XZhAVo+fCuIbQK0TmVH2vWXpz0GTZqHNHBfjXauJIf6774DbIyAGjdNp7Jky93OKarpIZT82Vb4SQTTkIIIYTbyISTm0gNJ++uw+KrNXqc6adojZ7B8+DkFlT7v8H/P3ejbbeoQTV67hjemU2HL/DTkWwe/HofX90zDJ1Gbfc5KcVX80NqOCnD3hiPZhXywBd7+PVkHioVvDC9D6N7XNxBNdD/4i11Wq0WlUrF8ewiisqNaFVmure2/LHCYDQpWsOprMLI37/8jR8PZxOgU/P+nCvo1DLcdluZo997jQpCA7QUlFZQZDDTysX3gRo1nMwXl0oZjFLDSbiXdcIpXIqGCyGEEG4jE05uIjWcvLMuhq/W6HGmn9tq9Ex6Fe3ZPajyjtPv5HsYyq91aXxWz1/Xkylv/sxvp/N57tv9PDLpMof6NYSv5ofUcFKGvTGeyClm+c8n+GzHaSpMZsICtLxyY29GdmtRrY/afLFWUUlZOTqNml9PXACgTTD4Vc6tXlrjqSFjLCitIPHfaWw9loNOoyL55gT6tgmt9l7lTH6EV044XdCX0C7Cv9Y2zuZHeZUaTiXlFVLDSbhVfol1hZPUcBJCCCHcRSacFCI1nFx7bE/x1Ro9zvRzR42eiNg5DM9/mrj8nez59yKOtxjr8vgAbmyn4t2DGj74+QRkHyMhunHqOflqfkgNJ2VUHaO+HPbmqthzQcWhfBXmyp3WLo80Mb1DKUVHdpBypHr/ciNY337/l7IGfw3857ilflG7YDM7tv1MbTWeXB3juWJ4/6CG86Uq/NVmbu9mpPDwdlIO193HHpWhBFCRunkr5yJr/3/pbH6cy7hYw+nUmXOkpJxxOqazpIZT85VXXFnDSVY4CSGEEG4jE04KkRpOrj+vxuSrNXqc6efuGj0VP4PfD4vpk7GSntfcBTHdXH5ekwH12kO8s/k4nx/3489XD3FrPSdfzQ+p4aSM0rJyPvvfOqI69yXtTAE7j+dyILOAqvtbjOwawx1XdWBIp6g641QYTTy4fR0Ao8eOJyJIxyfv7QByiQ8xM2rkcJ5J24oJta3Gk6Mu/T5+s+ccr33zOyUGE63C/Fl6Sz8ujwurt48j8dvFRnHqWC5de/Zlcr84p+LVdf7r7N2Qmw1AWFQMkycPdGmMzpAaTs1TeYWJIsvMr9RwEkIIIdxIJpzcRGo4eXcdFl+t0eNMP3fV6DEM/Svnd35Jy4J96L65C+5YD1r/evvU56Gre/DbGT3bjuUw/7M9rE68kmB/9750+Wp+SA0n+4wmM5n6Us7klXAmt4QzeSUczSrkUGYBhzMLKavQQtrv1fr0bRvOhMtbcU3v1nSIsT8hqtOBWgUmM5jVajQaLb+ftUx8xIeYCQ6w3OJjMJptNZ6cVWSAZ/6zj2/SzgJwVZcYXvtzAtEh/nX2ceZ7HxFsiaMvM7r8PlCjhlOVcwV1xJUaTkIJeZU71KlUEBogOSCEEEK4i0w4CSGUpVKzu/08Jh5djCpjL2x4GiY843I4rUbNGzf355rXN3P4fCELv97L639OcOmXcNG8mM1mSgxGCkorKCg1oC+toKC0gpyiMi4UlpNdWH7x86JysgvKyNSXUmGq+9ZNndpM99bh9GsXyRUdohjcMYqWYQFOj02nUVNWYaK8wsSxyoLhgTo1sYHgV6VAvsFoxk/rXK7vy1HxzBtbyCosR62C+WO6smBsVzRq5f7PRFauCrHWwVFChfHi9z2nSGorCffRl1QAEOKvVfT/hRBCCCGqkwknN5Gi4d75y4KvFoV2pl9jFIUu00VQfvW/8F91G/z8BhUdRmFoO8yh8dUmIkDNazP6cOv7O/nvnrN0jA7k3tGdnY5jj6/mhzcXDa8wmigxmCgsKeNCKew/k4cRFSUGI2UGEyUGIyUGE2UGIyUGI6UGE6VVP68wUlpuaVdYZplQKiiroLC0gsKyinonj+qiVatoFeZPm8hA4iICiY8M5LLYEDpFB3Bg5xYmThhQ43ZAZ1knnErKytlzKh+AHq1C0aguoKpSVLyotAyVgyv69CUGnv72D1Yf1ADldIoJ5qXre9G3bTgmYwUmY+39XMmP0MrK5jmFZU4XgK+zcLzx4gBzi8ulaLhwG32p5eceJqubhBBCCLeSCSeFSNFw1x7bU3y1KLQz/dxdFHrNcQ19okfT8cIPGL64g43dnwFtaIO+N9d3ULHymIbXNxwl9+QhBrZwTxFxX80PZ/qsWZtKmRHKjFBuAoPJUuzaYFJVfq1i2yfrMFSes5xXXWxrUvPewfWV51SUV4ljMGl4ePsGDCYwmquuLtDCr9udfl72qDAToIFALQRoIERnJkQLoTrL55aPls8j/CDcD9QqA1BoCVACFcfh0HHLrXCK5IdRA6hY/8OPbM20FMsONeQC8OMPG7C+PaesWUuIA78TH8xT8elRNXnlKlSYGd3azKT4fM78toUzvzk2JGeeV8apY4CG/UdPkJKS7lK8S89nX7B8TwD0pRX8938pVFns5fQYHSFFwxvmuuuuY+PGjYwdO5Yvv/zSdvzUqVPceuutnD9/Hq1Wy2OPPcaNN97owZFWV1BqWeEUGiCXwUIIIYQ7yTutQqRouOvPqzH5alFoZ/o1alFo80jM748l8MIRJpT+j2+D/8z4CRNc/t5MBkK/P8S7Px3ns3Qtk0YO5IoOkS7Fqo2v5IfRZEZfaiC/xEBesYELBaX8tONX4jt3p7DccotZUbmRorIKisqMFJVXUFhm/bqCgpJyDObGv83ET20myN+PQD8NgTo1/loNgX4aAnRqArQaAnUa/HVqAnWVx3Saap+H+GsJDdAS6q8lJODi50F+GkVuwVQyP577/UcK9WUMGXYV61IOAHlMGnI5ZO5l4oTxaLZvxGgyM2L0GFrVc8teSbmRl9Ye4uM/TgEQHxnIdXEF3H29e4vKD07oxarjfxAU0YLJkwc4Fa+u8++d3AaFF4t4Dxk5lhah/k6P0RlSNLxhFixYwNy5c/nwww+rHddqtSxZsoSEhAQyMjIYMGAAkydPJjjYfZs+OKPAusJJdqgTQggh3EomnNxEioZL0fDmWjS8+rkguP49eHcc2sPf0S6+NTrdNQ363jwyuSenc0tZ83sG8z7+lY/vGExCfITL8WrjjflhMJq4UFjO2dxi9uWoKNiTyYWiCs4XlJJVUMb5gjJyi8vJKzagLzVU2znNQgNHDjv4aBcnZ/w06soJoIsTO/5aNcX6XOJatSTYX0uAVkOAn8YyKeSnRqdWcfzIQRL69CIkwM82YRTkp0GrMrPzl58ZN3okoUH+lXE1qM1GvvvuOyZPHu3Vrx2gTH74aS1Ld4yoOZhpWUl1eZsIjmVa4vtp1JSYjKDS1PlYp3OLmffRLvafs0ya3DqkPX8f15kf1691e1H5qBDLJFh+qUGxouHGS3K2oNxM3CX9pWi4dxk1ahQbN26scbx169a0bt0agFatWhETE0NOTo7XTDhZaziFyQonIYQQwq3knVYI4V5xCTD2MUh9nN5nPsacczfEXuZyOLVaxaszEshfvoOtxy4w671f+PTOIfRqE67cmD3AZDJzJq+E07klnM4t5lTlx9O5lt3SzuWXcLEckQYO7rcbM9hPQ0SQH+GBWiqK8+nctjWRIf6EBmgJ8bOsAgr21xLib/2oIUAD23/ezJSJ44kICUB36T1NWFabpKSkMHly/zpXsKQUH2DyoPhaV8Cd2wcdY4IvqYNkujSMT7MWBj+dW0xBaQVatYpOMcEcs57Xqi11rCpq/77sO5PPrPe3k1NUTnSwH6/OSGBEtxaNVpPIupV8XrFyj2e8pN7WhaIyIFSx+M7atGkTL7/8Mrt27eLcuXOsWrWKadOmOdz/hRdeYNGiRSxYsIAlS5ZUO3fmzBkefvhhvvvuO4qLi+nSpQsffPABAwcObNSxJycn8/LLL5ORkUHfvn154403GDRokCJjsNq1axdGo5H4+HhF4zaEdYWT7FAnhBBCuJdMOAkh3G/ovZgOfY/2xBZM/70X5n4Hao3L4QL9NLw7eyCz39/OzhO53PreL3w4dxB92kYoN2Y3MZjg97N6TuSWcjSriKNZhRw9X0h6dlGdkwtWGrWKmGA//EyldG7TglbhgbQM9adFqD8tQgOIDvEjMkhHeKAf4YE62yqaixNEfR26ZeqIv2VCobbJJqEM6/d272lLwfCOMcG2nxdcXAFVXktO7DuTzy3v/kJ+iYFebcJ4+9aBtIkIbIRRXxRReStSvoITTpcWeM/18E51RUVF9O3bl7lz5zJ9+nSn+u7YsYO3336bPn361DiXm5vLlVdeyejRo/nuu+9o0aIFhw8fJjKy9tuDt2zZwqBBg2r8392/fz/R0dHExsa6NPaVK1eSlJTE0qVLGTx4MEuWLGHixIkcPHiQli1bApCQkEBFRUWNvmvXriUuLs7u9yEnJ4dZs2axbNkyu22t6tt0RalNNfKKywAI8VM7XZxeyU0TnHlcT5NNNSQ/6iP5IflRH8kP38sPZ+LJhJOb1HfBZD1f9aOjMR3po0Q7d5zzBr76gudMP0+94FVc/Sq6ZSPQnv4F45Y3MA1JrHec9vip4Z2/9GPOhzv57bSeP7+zjddm9GFUtxYux1Q6P/KKDRzIKGD/OT37z1k+Hj2vwfTLtlrb6zQq2kYE0iYykDYRgbSNCKBNZCBtIwKJiwggJsQfk7GispZN7/onj8xGDAaj08/L194QlaTkGP00ltsWfzudB0C3liHV4usqt2ovLqu+W9vp3BJufc8y2ZQQH877swYQGqCtMTZ3XzAFV6ZeQVkFxaVl1SYnXc2PCqNlci1EZ6bQoCKroKRBz8sR9cWbNGkSkyZNcjpmYWEht9xyC8uWLeOZZ56pcf7FF18kPj6eDz74wHasY8eOtcYymUwkJibStWtXPvvsMzQay0T9wYMHGTNmDElJSTz00EMujf2VV17hzjvv5LbbbgNg6dKlfPvtt7z//vssXLgQgLS0NIeec23KysqYNm0aCxcuZNiwYXW2c2XTlYZuqrHvmKVQf+bp2oveu3tTjbrOefuGKyCbajjaVvLDe+NLfniO5Ifv5Iczm66ozOaalT6E86peMB06dIhPP/3UoV3qhGhO2mf/QMKpDzCqdGzs/hSFAW0aHLPUCB8cVHMgX40KM5PiTYxvY0bdyDWvTWY4WwzHC1SkV/67UFb7IIK0ZmIDITbQXPnP8nmUP40+buEZS/ZpSC9Q4a8xU2ZUMTneyMS2F9+On/lVQ1apir9dXkHnyv0njGZYslfDySIVbYPNzO9pJNBDfzYymeH+bZYHf2ZgBaEK3Jn01G4NF8pUxAWZOVusYlJbI1fHu/cSpbi4mJkzZ5Kfn1/vRh8qlcrhW+pmz55NVFQUr776KqNGjSIhIaHaLXU9e/Zk4sSJnD59mh9//JE2bdrw17/+lTvvvLPWeGfPnmXEiBEMHjyYFStWkJ6ezogRI5g6dSpLly61O57axl5eXk5QUBBffvllteOzZ88mLy+Pb775xm5cq40bN/Lmm29W26XObDYzc+ZMLrvsMhYvXuxQHOumK9nZ2XX+LAwGZTbVeODLvXyz5xwPTezKnVd1rLOdK2Oo73xd51x9Xo3J3WNUIr4rMZzpI/lRN8kPyY/6SH74Xn7o9XpiYmLsXj+BrHBSjOxS5/rzaky++oLnTD+PvuCtNdNbm44mfSOj8z7HOOc7UDf8ZWjqZBNP/u8PVu48Q8opDTnaSJ6+ticdooOdiuPM915fYiDtdD67T+bx68k89pzOp6jcWKNd28hAerYOpUerULq1CCL78K/ccM04/Pz8nBqbK2N0pY+vvSEqSckx/jtjB+kFuZQZLTOM44YkML5HjC1+8tEdZJUWMuCKwQzrHA3A+1uOc7LoEGEBWj6+e2itt9E1Vn5MnDCesLTN6EsrGDB0BF1ahjgcr67zL+zfBGWlhOnMnEVFTJsOTJ7cw+Xn5Qild6n77LPP2L17Nzt27KizzbFjx3jrrbdISkrikUceYceOHfztb3/Dz8+P2bNn12gfFxfHhg0bGD58ODNnzmTr1q2MGzeOt956y+VxZmdnYzQaa9yOFxsby4EDBxyOM27cOPbs2UNRURFt27bliy++YOjQoWzZsoWVK1fSp08fVq9eDcCKFSvo3bu33ZhKbGhhr5/1tToyOKDWOI2zqYZrj+tp3riphhIxnOkj+VE3yQ/Jj/pIfvhOfjgTSyac3MTRH6o7k1qJdu445w189QXPmX4eecFTqTBNeR3NO8NRn/sV9S/JMOIBu2O1R6eDF29IYGCHaB77Zh/b0nO55s2t3H5VR+4c3omoYOcmdy4du8lk5lh2YeXkUi67TuRyqHJnsapC/LX0axdB/3aRDGgfSd/4CMKrbLttMBhIOfkrfn5+8obYzC+Y/HXV337jo0NsMXU6Hf46y61TJtTodDr0pQbe3GgpKf7I5B50aFH/X5MaIz+igv3Ql1ZQaDC79LO89Ly1aHhUAJAPZ/PLavT35AWTPadOnWLBggWkpqYSEBBQZzuTycTAgQN57rnnAOjXrx/79u1j6dKltU44AbRr144VK1YwcuRIOnXqxHvvvYdK5fnlkOvWrav1+FVXXYXJ5L0bAVh3qQuVXeqEEEIIt5J3WiFE4wqLg0kvwuq7YeML0O1qaNVLkdA3Doznig5RPPbNPjYfzuatjUdZvuU4k3u3Zlq/OK7oEEWArv5i5SYznMwp5nhOKXtO5/PryVzSTuVRUFqzcG6H6CD6t7dMLg1oH0nXlqFo5J444YBLC7K3Cgu45Lwlj6yF5FdsPUFBaQXdYkO4aaB37PYVGezH8QvF5BSVKxLPWjQ8Lsjy8fD5mpO63mzXrl2cP3+e/v37244ZjUY2bdrEm2++SVlZGRqNhtatW9OzZ89qfXv06MFXX31VZ+zMzEzmzZvH1KlT2bFjB/fffz9vvPGGy2ONiYlBo9GQmZlZ43FatWrlctymQi+71AkhhBCNQiachBCNr++f4Y//wMEUy8TTHRtA69otZpfqEBPMR3MHkbo/kzc2HGHvmXy+2n2ar3afRqdR0b1VGO2jg4gM8kOrUaFRqcgvMZBTVM6ZvBKOZmowbPupRtwAnZo+bSPoFx/BgPaR9G8fSUyIvyJjFs2Pn/bixKRKBbFhAWA2VjlfucOg0YTJZOaTbScAuGdUZ9ReMqkZGWT5P5ur1IRTZdHw1pUTTqdyiyk1GO1OEnuLsWPHsnfv3mrHbrvtNrp3787DDz9sK/h95ZVXcvDgwWrtDh06RPv27WuNm52dzdixY+nRowdffPEFhw4dYtSoUfj7+/PPf/7TpbH6+fkxYMAA1q9fb6vhZDKZWL9+PfPnz3cpZlNi/QNCmKxwEkIIIdxK3mmFEI1PpYIpS+DkVsjYCz+9AqMWKhhexYTLWzG+Zyw7T+Ty9e4zrP8jk/MFZew9k8/eM/n19cZPq6ZTTDA9W4fRr30k/eIjuKxVaI1VKUK4yq9KLsWE+OOnVdt2FQTw01omJ8orTOw6mcvZ/FJC/LVM6tW60cdaF9uEU7EyO8dZb6mL8IPwQC35JRUcyyqiZ1z9tw+6S2FhIUeOHLF9nZ6eTlpaGlFRUbRr144333yTVatWsX79egBCQ0Pp1av6as3g4GCio6OrHb///vsZNmwYzz33HDfddBPbt2/nnXfe4Z133qkxBpPJxKRJk2jfvj0rV65Eq9XSs2dPUlNTGTNmDG3atOH+++93euwASUlJzJ49m4EDBzJo0CCWLFlCUVGRbdc6XyYrnIQQQojGIRNOQgjPCI2Fyf+Er26HTf+EntOgZXdFH0KlUnFFhyiu6BCF2dyLExeKOZhZwKmcYgpKKzAYTVSYzIQHWurRRAZqOP37Tv5y3SQC/JVZcSVEbapOXrYOr1nvxzohVW408e1v5wCYcHmsV632iQyy/LKeW6zsLXVqFXRuEcLuk3kcySr02ITTzp07GT16tO3rpKQkwLKT2/Lly8nOzubo0aNOx73iiitYtWoVixYt4qmnnqJjx44sWbKEW265pUZbtVrNc889x/Dhw6ttNNC3b1/WrVtHixYtXBo7wIwZM8jKyuLxxx8nIyODhIQE1qxZU6OQuK8xmcwUlskKJyGEEKIxyDutmxgMBgyGuv/qaz1XXxtX+yjRzh3nvIG7x6dEfFdjKJkf9tq4kgO1Hr/sT2i6jEd9JBXTf+7FOOt/oHLfKqI24X60CY8Goms9bzAYSD0GJmMFBoPyty15Kj+c6eNV+eFllBxj1cVysaH+1d4zDAYDusrzJWUGthzJAmDsZTGKvf672qdq2/AAy+TXhcLSan1dzQ/rCieNCjpFB7L7ZB6/n85jUs8WbsuP+uKNGjUKs9lc5/nFixezePHieuNv3Lix1uNTpkxhypQpjgyR8ePH13q8X79+dfaxN3ar+fPnN4tb6KoqKq/A+q0JC5QVTkIIIYQ7yYSTQpKTk0lOTsZotNwSsXbtWoKCguz2S01NdfqxHO2jRDt3nPMG7h6fEvFdjaFkfthr40oOXHo80H8SY9Sb0Z7ezt6PHuB4i3F2x+VuvpofzvTxlvzwRkqM8ewpNWCZVSrLzSAlJaVa/POZlvPb0vZz+LylXe7hXaQcd98Ync2P05kqQMPB9NOkpJx0Ol7V82YzVJgslyRqFfjpTwMa1vx6jJ4Vh10aoyOKi4sVjSe8n76yfpNOo8JfK7dJCyGEEO4kE04KSUxMJDExEb1eT3h4OBMmTCAsrO7bAAwGA6mpqYwfP97hbZkd7aNEO3ec8wbuHp8S8V2NoWR+2GvjSg7U10fVphzWLqTP+a/ped3fIayNw89bSb6aH8708cb88BZKjvG3NQfZlGEpBD72isuZPCi+WvzNZYfYlX2GHG0UkEf7qCBmXHuVW8boan5oDuWw8tgedCGRTJ482OF4tZ03msywzTKZpAZun3IVn762lVNFKoaPGU+ABrfkh16vVyyWaBoKqtRvUqm8owC/EEII4atkwslNdDqdQxfFjrZzZ+z62rnjnDdw9/iUiO9qDCXzw14bV3Kg1uND5sH+r1Gd3o7u+4Vw878thcU9xFfzw5k+XpUfXkaRn5/24tvvoE4x1eLpdDoC/Cy3q+08kQfAwA5RTj1mY+RHi7BAAPJLKlz6WVY9b6q4WDBdo4J2MaF0jAkmPbuInSf1jO4W7fQYHX0eonmRHeqEEEKIxiNriYUQnqfWwJ9eB7UODn0H+1d7ekRCuNXx7CLb591iQ2uc99NULw5+uYcKZ9cnMthSxDpHgaLh1vpNYLmlDmBkN0tB7O/2ZTQ4vhBW+hLZoU4IIYRoLDLhJITwDi17wHDLTkqkPAQleR4djhDuZDCabJ9r1DVX8+m01Y91bBHs9jE5KzLIMuGUX2KoNmHkiopaJpz+lBAHwJp9GRRV7iomRENZVziFygonIYQQwu1kwkkI4T2G/x2iu0LRefjhOU+PRgi3eejq7vSNj+C92QNrPe+vqf723CnG+yacIoIsK0TMZsukU0MYjTUnnPrFR9A+OogSg5EUWeUkFGKt4RQmK5yEEEIIt5MJJyGE99D6w+SXLZ/vWAbnfvPseIRwk8tahfJN4pWM7RFb63m/KrtnadUq2kQENtbQHKbTqG2rRHIbeFuddYWTSnVxwkmlUnHL4HYAfPDzCdtW9kI0hF5WOAkhhBCNRiachBDepfNouPw6MJsg5QEwmez3EcLHVJ1wahcdhFbjnW/XUZV1nHKLGjbhZL0lT3vJ7YUzrmhHkJ+Gw+eLOJgvO4qJhtOXSg0nIYQQorHIn3fcxGAwYDDUfYuB9Vx9bVzto0Q7d5zzBu4enxLxXY2hZH7Ya+NKDjj1vMY8hfbQWlSnfqFi9wrMfWfa76MAX80PZ/o0ifzwkMbMDzUXl/O0jwp0+DEbOz/CAy2XEVn6khrnnMmP0nLLhJWmcndK67kgLVzfvw0rtp1k4zkV9yr8vffmfBPuYdulLlAugYUQQgh3k3dbhSQnJ5OcnIzRaNnaee3atQQFBdntl5qa6vRjOdpHiXbuOOcN3D0+JeK7GkPJ/LDXxpUccHR8nVtMpdfZzzCueZT1J3QYtI1Xw8ZX88OZPt6eH57UGPmx96wKsOxUF1qSSUpKitMxXHlcZ9tWFKoBNZt+2UV5urnWNo48XnYpgBaz2VjjXIcyUKHhjzw1K75JpZX9t1aHFRcXKxdMNAmyS50QQgjReGTCSSGJiYkkJiai1+sJDw9nwoQJhIXVvY21wWAgNTWV8ePHo9M5dtHjaB8l2rnjnDdw9/iUiO9qDCXzw14bV3LA6edlHI/53V/xzz7IRL8dmK5+yX6fBvLV/HCmT5PJDw9ozPxQH8rhmxN7AHhuzgT8dRq3jbEh+fFD8V72552jbefuTB7e0aF4tZ0/llUEv27BX6cDjDX67jX9hv78Wa4eO4K4yBCHnpcj9Hq9YrFE0yC71AkhhBCNR95t3USn0zl0se9oO3fGrq+dO855A3ePT4n4rsZQMj/stXElBxx+XjodXPMv+HAKml0foLliLrTqbb+fAnw1P5zp4/X54UGNkR8Te8Xx5J8qGNO9JSFBAS7FaIz8iA61jE1fZqzR15n8UGksE2qayhpOl/Z9+YY+pKScJi4yRNHvvbfnmlCe7FInhBBCNB7vrEIqhBAAHYdbCohjhu8fQbapEs2Fn1bN7GEdiI9S8P4xN1CqaHiFsfai4UIozbpLXZiscBJCCCHcTiachBDebdyToPGH9E1w8DtPj0YIUUVEkGWVSE5Rw4pvmyonk9Uy4STcrEB2qRNCCCEajUw4CSG8W2R7GPpXy+dr/wEVDVtJIYRQTlSQZYVTXnHD/l8aTZYJJ+sudUK4S6HUcBJCCCEajUw4CSG831VJENwCco7CjmWeHo0QolJE5YRTTkMnnGSFk2gEJpOZonLLTojB/jLhJIQQQribTDgJIbxfQBiMeczy+Y8vQnGOZ8cjhACUq+FkkhVOohEUG4y2z0NkwkkIIYRwO5lwEkI0Df3+ArG9oTTfMukkhPC4yMoaTvklBtukkStst9TJVYlwo6Iyy+10ahUE6CTZhBBCCHeTd1shRNOg1sCEpy2f73gPck94djxCCMICLRNOJjMUlle4HMd2S52scBJuVFR28XY6leSaEEII4XYy4SSEaDo6j4aOI8FkgI3Pe3o0QjR7ATqNbaVIfrHrO9WZTJaPGqnhJNyoqHJSVG6nE0IIIRqHTDgJIZqWcU9YPu75DDL3e3YsQggiAq071TVgwqlyhZOsOhHuVHWFkxBCCCHcTyachBBNS5sB0ONPgBk2POPp0QjR7EVU1nHKK3G9cLj1ljqp4STcyVrDSSachBBCiMYh77huYjAYMBjq/muv9Vx9bVzto0Q7d5zzBu4enxLxXY2hZH7Ya+NKDij6vR+xEO2B/6E6+C0Vx7dibjOw4THx3fxwpo9P5IebSH7U3jYswHIpcaGgtNp7nzP5UW6oLOZ8SRtXxugMb843obzCcssKpxB/jYdHIoQQQjQPMuGkkOTkZJKTkzEaLRcza9euJSgoyG6/1NRUpx/L0T5KtHPHOW/g7vEpEd/VGErmh702ruSAUt/7hMiraJ+zibwv72NLl0Wg4K04vpofzvRp6vnhTpIf1duW6tWAmi07fkV1ylxrG3sx9uaoAA0Fen29fZX+3hcXFysaT3g32wonP7n8FUIIIRqDvOMqJDExkcTERPR6PeHh4UyYMIGwsLA62xsMBlJTUxk/fjw6nc6hx3C0jxLt3HHOG7h7fErEdzWGkvlhr40rOaD49z6/D+a3BhFTeIBreoZg7jiywSF9NT+c6eMz+eEGkh+1t/2p/Hd+yzlD206XMXlUJ5fyQ/N7JhzcQ1RkBHCh0fJDXznBJZoHKRouhBBCNC55x3UTnU7n0EWxo+3cGbu+du445w3cPT4l4rsaQ8n8sNfGlRxQ7Hsf0xEGzoVflqLd8gp0G9fwmJV8NT+c6dPk88ONJD+qt40K9gegoMxYrb8z+aFSW25x0lQWcWqs/PD2XBPKkqLhQgghROOS8pxCiKbrygWg8YMTW+D4T54ejRDNUritaLjr9ZBsRcNlkzrhRlI0XAghhGhcMuEkhGi6wuKg362Wz3980bNjEaKZCg+snHAqdn3CyWSyTDip1TLjJNynSIqGCyGEEI1KJpyEEE3bVfeDWgfpm+DEVk+PRohmJyLQD4D8knKXYxhN1hVOMuEk3EdWOAkhhBCNSyachBBNW0Q8JMy0fL7pJc+ORYhmKCKo4SucrLfUyQon4U5Sw0kIIYRoXDLhJIRo+oYngUoDRzfA6Z2eHo0QzUpYgGXCSV/a8FvqZIWTcCfZpU4IIYRoXDLhJIRo+iI7QJ8Zls+3vObRoQjR3IQFWn55LyitcDmGrWi4rHASblQoK5yEEEKIRiUTTkII33Dl3ywf//gv5Bzz7FiEaEZCK1c4FZcbMRhNLsWoXOCELHAS7mSt4SRFw4UQQojGIRNOQgjf0LIHdBkPmGFrsqdHI0SzERpwcbWIvVVOJpOZX0/lkV4A5spVTdbjILfUCfey3lInK5yEEEKIxiETTkII3zHsXsvHXz+BogueHYsQzYROoybIz7JipKCeOk5lFUb++slubnpnO0v2aXnwq322iSbrLnVSNFy4k61ouJ9MOAkhhBCNQSachBC+o+MIaN0XKkpg53ueHo0QzYZ1lZO+pO4VTskbjrDm9wzb19/sOcfqtDMAmMyywkm4l9EEZRWWWz6laLgQQgjROOQdVwjhO1QqGPY3+Op2+OVty+e6AE+Pqvkwm8FYDiV6/A15kH8aVCbLsYoyMBpQlRXRQr8P1WENYAJTBZhNqCrKib/wK6o9+ZY/hZhNYDJaPlb9Zztm/VhjEDXHVN95J9qoTUa6nzuC+sc9oHaiBoyDkyhqo5HLzh1BvWmv/fh1xLTEOIx60z7QWGPU//hqk5Fu5w6j3ry/Sp+6x9gt4zDqn/6oNsa7Velc0JQTvmMH6ogAumUcsrSpjJdfWgGb00nUmLmmdyyHTmZwOF9FxcbvoTCePum5/FWTxeU5oXQsyEe95SCoL/5NTG0y0TXjIJQNB11U/d8bIWpRarz4udxSJ4QQQjQOeccVQviWntfCusWQfwp++wwGzPH0iJoWQwlBZedRndkNBj0U50BJzsWPJbloSvVcmXEKzfuvgKEYyougvNDy0VSBDrgaYF/N8FpgGMDRmsf7A5x067NrEA1wGUCGnYYNiN+9gfFdiaEBejjYx9b2XPXjtwHogD2Wry9tEw4kaSoDHICe1vZ6YAMMAgbpgOzKDpfE12DpYyhfDMiEk3BeWWU9ez+NGj+tLPAXQgghGoNMOAkhfItGB4PvhrWPwvZl0H+2bH1VVakeco7ChaOW3fzyT0PBOdCfBf1ZdCU5jAfYX3cINRADUFj/Q5k1/qg0fqD1A43ln1mjQ19URmhkNGqtP6h1oFJhUqnJzr5ATMtWqNUay+oZlbr6P9sx60eV5WNVNX7WKsfP2+lrNJs5cfw47Tt0QKN28BfWGqun6mY0GTl54gTt2revP349MY0mEydPnqBdO2sM+49vNJksj9uund3nZTQZOXXyFPHt4qu1/eFgFufyShjcKZoO0YGcOnmKdvFtUavVmMzwnz1nKC43clWXGNpGBHDy1CkOFvpzoaicYZ2jKSqr4LfT+XSKCSJWU0i7+HjUVeKbTCZOnjpFG12g3ecjRG2sK5yCZYc6IYQQotHIhJMQwvf0uwU2PAOZ++DkNmg/1NMjanyGEsjcDxl7UJ9J46pDW9Ee+jsUZdntWqHyQxPaAlVQFARGwSUfK7RB/Pr7IfoNvgptYDj4BVf7Z0BHypq1TL7mGnQ6XfXYBgMbU1KYPHky6irnjAYDW2s57k1MBgN7U1KInzgZjRvGaDIY+C0lhbZXux7fFmOS4zFsfSbb72MyGNiTkkKbS9quKvyV/2Sf5R9dezB7SLytjVqnY/uxC9y3dRsRQTqu/8tYjGYTe1JS+NnQgZU7TzM/rgs6jZpXjx/iz/FtGao9butrZbQ+bkC4S98XIcpsE05y6SuEEEI0lmb9rnvdddexceNGxo4dy5dfflnjfHFxMT169ODGG2/kn//8pwdGKIRwSWAk9L4Bfl0BO5Y1jwmnvFNwcmvlv22QdcBS4wjL7UjRVdsGt4TozhDVGSLiISwOQuMgLA5DYAtSNmypdbLIymwwcPZsCgldxkNtbQwGWVXWzNiKhpfWLBq+6ZBlknNUtxb4azUYDJa87NwiGIAj5wvp1ioUkKLhwn3KjJbckoLhQgghRONp1u+6CxYsYO7cuXz44Ye1nn/22WcZMmRII49KCKGIQXdaJpz2/wcKMiE01tMjUpahBNI3wKHv4Ugq5NVS/CgoBlr3wdiyF7+eLafv2BvQtbwMAsLqiSuTRcJ5YYGWiceCUkONcz9WTjiNvKxFteNdrBNOWYV0aRkCgFotuSfco1RWOAkhhBCNrlm/644aNYqNGzfWeu7w4cMcOHCAqVOnsm9fLZVvhRDerXVfaDsITm+H3R/CyIc8PaKGKy9C9ft/GHx0Kdq9d0FFycVzKg207gPthllWdLUZAKGtLfWRDAbOpKTQt3VC7SuShGigsABLXulLqq9wyi0q5/ezegCu6lJ9wsm6wul4dhHlxsrVeDLfJNxEbqkTQgghGp/XbtOxadMmpk6dSlxcHCqVitWrV9dok5ycTIcOHQgICGDw4MFs375dscd/4IEHeP755xWLJ4TwgCvusHzc+QEYa97q0ySYzZC+Cb6+C17uivabu2mlT0NVUQJhbWHgXLh5JSw8CfM2wtXPQY+pltvkZKWSaCQXb6mrvsJp75l8ADpEB9Ei1L/auVZhAQTqNFSYzBzLKgJAIyuchJtYJ5xCpGi4EEII0Wi89s88RUVF9O3bl7lz5zJ9+vQa51euXElSUhJLly5l8ODBLFmyhIkTJ3Lw4EFatmwJQEJCAhUVNX/JXLt2LXFxcXU+9jfffEO3bt3o1q0bP//8s3JPSgjRuC6fBt8/AgVn4eC30PNaT4/IceVF8NtK+OUdyPrDdtgc2ZGD/n3pPDUJXVwfmVQSXqGuW+qsE06920bU6KNWq4iLCOBoVhGZ+lIAVJLPwk1st9T5ee2lrxBCCOFzvPZdd9KkSUyaNKnO86+88gp33nknt912GwBLly7l22+/5f3332fhwoUApKWlufTY27Zt47PPPuOLL76gsLAQg8FAWFgYjz/+eI22ZWVllJWV2b7W6y23DhgMBgyGmrUsrKzn6mvjah8l2rnjnDdw9/iUiO9qDCXzw14bV3LAM7mhRp3wFzQ/L8G0432MXSfX29or8qO8EPXO91FvexNVSQ4AZl0wpt43Yu7zZ8pb9OHgunW0i+wKtUyou/y4TrT1nfxwjlfkhxtiKJEfgZVXEwWlhmpt9pzKBeDy1iE1+hoMBtvKqNyiyvfRykL3jZUf3pxvQlnWouFyS50QQgjReJrku255eTm7du1i0aJFtmNqtZpx48axdevWBsd//vnnbbfTLV++nH379tU62WRt++STT9Y4vnbtWoKCguw+VmpqqtPjc7SPEu3ccc4buHt8SsR3NYaS+WGvjSs50Ni5EVTWlvGAKv1Hflj9ESV+MXb7eCI/1CYDHbPX0TXzf+gqCgAo8mvJsRbjOBk9ggpzEOw5D6xzeYzO9Gku+eEKX339aEh+HNUDaMnM0dvOpaamsuOIBlBRdHI/Kfn7a8QoK1ADarIKSgAVJ48fp3e7xsuP4uJiReMJ73XxlromeekrhBBCNElN8l03Ozsbo9FIbGz1XadiY2M5cOCAw3HGjRvHnj17KCoqom3btnzxxRcMHerc9umLFi0iKSnJ9rVeryc+Pp4JEyYQFlb3TlAGg4HU1FTGjx9f59bjrvZRop07znkDd49PifiuxlAyP+y1cSUHPJkbpqLVqE/8xNjoTEzDZ9XZzlP5oTq6Hs3axahyjgGW2+aMwx/E7/LpdFdr6d7AMTrTpznmh6N89fVDifw4kFHA679vxazxZ/z4K0lNTWXYyNHkbt0MwOxp4wmvvO2uaoy1hX/wR16GbfVJ586dwHCk0fLDuipZ+L5Sy+I5WeEkhBBCNKJm/a67bt06u23mzJlT73l/f3/8/f3rbSOE8CxT35moT/yEes+/MV31d1B5yX4JRdlo1jyI+sB/ATAHt8Q4chHmPn8GjXdOughRG+uqkcKyi7d5nsyx7KIYGaSzTTZdKiyg+mWI7FIn3EWKhgshhBCNr0lOOMXExKDRaMjMzKx2PDMzk1atWnlkTMnJySQnJ2M0Wq5o5JY6774txldviXGmX3O6ZUpj0jFRHYgu/yTbP3+F7NCe9bZvjPxolb+bviffR1ehx4SaYy0mcLD1NCrOBcG5hv9sGtqnOeWHs3z19aMh+VFkANBSVmHiu+9T0arhvz/8AmiI0JSTkpJSa4ysM5Zb6qzSjx2la1u5pU4ozzrhJCuchBBCiMbTJN91/fz8GDBgAOvXr2fatGkAmEwm1q9fz/z58z0ypsTERBITE9Hr9YSHh8stdV56W4yv3hLjTL/mesuUWrMFdi9nqP9hjJMfqLVNY+THurXfMUn9E7pj7wNgbtED45+Sad+qD+0djCG31HmGr75+KJEfBqOJR3ZaVg0PHT6KHVs2Eta2CxxOJ6FLGyZP7lVrjFNbT7Pu7GHbuW5du0LJIbmlTiiu3GRZPhfkJyuchBBCiMbitRNOhYWFHDlyxPZ1eno6aWlpREVF0a5dO5KSkpg9ezYDBw5k0KBBLFmyhKKiItuudZ6m0+kcuih2tJ07Y9fXzh3nvIG7x6dEfFdjKJkf9tq4kgMey40Bs2D3ctQH/oe6ohACI+ts6rYxFp5n2OEX0RUdBFQwbD6q0f9ApwtwOpQ7XzscbetT+eEEX339aEh+6HQQoFNTajDZauWcyrPsPNe5RUidP+vIEP9LjmmgpPHyw9tzTSjHusIpyM9rL32FEEIIn+O177o7d+5k9OjRtq+thblnz57N8uXLmTFjBllZWTz++ONkZGSQkJDAmjVrahQS9xSD4eLW0HWdr/rR0ZiO9FGinTvOeQNf3dbcmX7Ndtv7Fr3RtuiBKusPjHs+xzRgbo0mbh3j+f1oPvszMUVnMfuFYpy2FHPXidYHdjiMp7a9d6ZNk8wPB/jq64dS+RHir6XUUE5eoWWiKT2rEID4iIBq7avGCNZdUk/NZKo1vru+996cb0JZ5bYJJ1nhJIQQQjQWr51wGjVqFGazud428+fP99gtdJeSGk6uPban+GoNFmf6NccaPZ38+tGbP9BveotNmXXXe1N6jJGFhxly7F+ojcUU+Ldme6f7KDxshMM169o4Smo4eY6vvn40ND9UFRpAxcYtW+kcBscy8wEVJ//YTcqp2mMcyFMBFycADh8+RJvWUsNJKK+8cuVdoEw4CSGEEI3Gayecmhqp4eT682pMvlqDxZl+zbpGT9EgzK9/TmRxOpOv6AQtulc77Y4xqo5tRPPFP1EZSzC2uYLNUXMZNWlak6vR40ybJpsfdvjq64dS+bHsxDayzurp0bsfJcd/pbDCUjPn+kljaRHqX2uMuIwilv6x3XauZ/fukP+H1HASiiurnHCSW+qEaH6MRiNlZWVotVpKS0ttCwTsMRgMDvdxpK29NvWdr+ucM2P0FHePUYn4rsTw9fzw8/NDrW74zt7yrusmUsPJu+uw+GoNFmf6NcsaPRGtoetEOPgtun2fw4Sna22m2BiPb4EvboWKEug6AdN172JI3dgka/S40qbJ5YeDfPX1o6H5ERpg+brECIUGMJlBo1YRGxGMRq2qNUZUaOAlx7T1jkVqOAlXmM1muaVOiGbIbDaTkZFBXl4eZrOZVq1acerUKVSqmu9JdfV3tI8jbe21qe98XedceV6Nzd1jVCK+5EdNarWajh074ufn51S/S8mEk5tIDSfvrIvhqzVYnOnX3Gv0qHrdhPbgt5h/W0nFyEdAffFlUMkxqs7uRvPpTagqSjB1Hofx+uUYKndJaqo1ehxt05Tzoz6++vqhVH4E+1n+CpZfXEZBueVYixA/TMYKTFX+qFY1RuAlv/ubKxtKDSehpPIKE2Ysr79yS50QzYd1sqlly5YEBARQVFRESEiIw6s2TCYThYWFDvVxpK29NvWdr+ucM2P0FHePUYn4rsTw5fwwmUycPXuWc+fO0a5duwZNFMqEk0KkhpNrj+0pvlqDxZl+zbVGj8pkZKImBP/CTHaufJnz4X1rtGnoGAPLshh5aDHaikKyQnqwLeTPmL5fp1h8V2NIDSdl+OrrR0PzIz9bDaj5de8ftAy0XJj4m0pJSam9VllqaioGE1S9FDn4xx8MjZUaTkJZxYaLM55BOplwEqI5MBqNtsmm6OhoTCYTBoOBgIAApyYUysvLHerjSFt7beo7X9c5Z8boKe4eoxLxXYnh6/nRokULzp49S0VFRYNWhMuEk0KkhpPrz6sx+WoNFmf6SY0eUPttgx3vMDjgKMbJi2zHFRljWQHaDyehqijAHNubiFv/w9X+oYrFlxpOnuOrrx9K5ceO//3BjuxTxLXvRPbpYwB0i49l8uSEemMs2pmKwWjZJKRXr8sha5/UcBKKKq68n85Pq0ar8c5fyIQQyrKuYHVkAYAQoibrrXRGo1EmnLyR1HDy7josvlqDxZl+zbpGT79bYMc7qA9+h7qiEAIjq512eYwmE3xzN2QdgJBWqGauRBcSVaNZU63R42ybJpsfdvjq60dD8yMs0HJhUmwwoy+3rHBqHRFoNwcCtBoMxgoA/LRSw0kozzrhJKubhGh+vLWukRDeTqn/O/JnHiFE89O6L7S8HIxlsO9r5eJueRUOfw/aALj5Uwhvo1xsIbxcSIBlsqiwrIL8yhpOsWEBdvv5aS9eiqhrKS4uREOVVE44Sf0mIYQQonHJhJMQovlRqSBhpuXzPf9WJuaJrbDhWcvnk/8JbQYoE1eIJiLUv+aEU8tQf7v9qk44aWS+SbhBSWUNp0BZ4SSEEEI0Krmlzk1klzrv3PnHV3eZcqaf7EJWqcd1aFMfR3V6B4aM/RDd1fUxluSi/XIuKrMRU68bMfaaAW76/yG71HmOr75+KJUfgVrLbFFBiYECg+XzqCCt3Z+1TlN1+15TrfFllzrvdN1117Fx40bGjh3Ll19+aTt+6tQpbr31Vs6fP49Wq+Wxxx7jxhtv9Ng4bbfUyQonIYRw2uLFi1m9ejVpaWmKxOvQoQP33Xcf9913H2C5dWvVqlVMmzZNkfgNodFo7I7lwoUL9OjRg23bthEVVbN0hreq+n3Ozs6mZ8+e7N69m7Zt27r1cWXCSSGyS51rj+0pvrrLlDP9ZBcyGBzam1b6NNJXPccfcRd/GXJ2jP1OvE27grMU+rdio3o8xu++q7d9U92FzNk2TT0/6uKrrx8NzY8DOSpAw9msHIosJZnY/+t2Cg/XH6O8RAOVW9bv++03+kbLLnVNxYIFC5g7dy4ffvhhteNarZYlS5aQkJBARkYGAwYMYPLkyQQHB3tknHJLnRCiKcnKymLx4sV8++23ZGZmEhkZSZ8+fUhKSmLChAmAZdLmxIkTAAQGBtK5c2cWLFjAHXfcofh4HnjgAe69917F41qdO3eOyMhI+w29xLPPPsu1115Lhw4d0Ov17Nmzh5deeomffvqJ7OxsOnTowN13382CBQs8PdQ6xcTEMGvWLJ544gnee+89tz6WTDgpRHapc/15NSZf3WXKmX6yC9lFqj8q4Ou5dC3eScer38VgNDk9RtXRDWh/3YIZFQE3L2dim4F1tm3qu5A52sZX8uNSvvr6oVR+RKfn8O7Bnaj9gykqKgJgyvjRtI0MrDfG28e3klFSAEC/fn0xnUyTXeqaiFGjRrFx48Yax1u3bk3r1q0BaNWqFTExMeTk5HhswqlIVjgJIZqQG2+8kfLycj788EM6depEZmYm69atIycnp1q7p556ittvv53z58+zZs0a7rzzTtq0acOkSZMUHU9ISAghISGKxqyqVatWbouttOLiYt577z2+//5727Fdu3bRsmVLPv74Y+Lj4/n555+ZN28eGo2G+fPnK/bYRqMRk8mkWLzbbruNAQMG8PLLL7t1pZbUcHIT60469f1ztJ0rfZRo545z3vDP3eNTIr6rMZTMD3ttXMkBb8sNbc8pEBCBquAcutM/Oz9GUxna7x4AQDX4brQdhnptfjjTR/LDvT8/X82PiGBLgfDsonIMZsuKpZbhQXZj+Fepq+Pngfyoy6ZNm5g6dSpxcXGoVCpWr15dZ9vavPDCC6hUKtstA1aLFy9GpVJV+9e9e3enYtvj6NiTk5Pp0KEDAQEBDB48mO3btys6DrBciBuNRuLj4xWP7ShrDSfZpU6I5s1sNlNcXuHUv5JyoyJtzWazQ2PMz89n8+bNvPjii4wePZr27dszaNAgFi5cyOTJk6u1DQ0NpVWrVnTo0IGHHnqIqKgouyuBVSoVb7/9NlOmTCEoKIgePXqwdetWjhw5wqhRowgODmbYsGEcPXrU1mfx4sUkJCTYvt64cSODBg0iODiYiIgIrrzySttqq6NHj3LttdcSGxtLSEgIV1xxBevWrbM7pqrvUz///DMJCQkEBAQwcOBAVq9ejUqlst3St3HjRlQqFevXr2fgwIGEhIQwYcIEDh48WC3uN998Q//+/QkICKBTp048+eSTVFRU2M4fPnyYESNGEBAQQK9evfjhhx/qHSdASkoK/v7+DBkyxHZs7ty5vPbaa4wcOZJOnTrxl7/8hdtuu42vv657YyLrc8jLy7MdS0tLIzIykuPHjwOwfPlyIiIi+M9//kPPnj0JDAzk9OnT7Nixg/HjxxMTE0N4eDgjR45k9+7d1eJbn1tQUBBDhgypNS8uv/xy4uLiWLVqld3n3RCywkkI0Xxp/aH3jbBjGaR9Cu2GO9d/wzOQfxLC28GYf7hnjEI0ESGVRcMLSi0Xc35atUMrSvy9tGh4UVERffv2Ze7cuUyfPt2pvjt27ODtt9+mT58+tZ6//PLLq12Aa7V1X45t2bKFQYMG1Zgc279/P9HR0cTGxro09pUrV5KUlMTSpUsZPHgwS5YsYeLEiRw8eJCWLVsCkJCQUO3i3Grt2rXExcXVOWarnJwcZs2axbJly+y2dSe5pU4IAVBqMNHvRc/cur//qYkEaO2v9QgODiYkJITVq1czZMgQ/P3tb75hMpn46quvyM3Nxc/Pz277p59+mldeeYVXXnmFhx9+mJkzZ9KpUycWLVpEu3btmDt3LvPnz+e7WkpEVFRUMG3aNO68807+/e9/U15ezvbt21GpLG/ghYWFTJ48mWeffRZ/f38++ugjrr32WrZv387ll19ud2x6vZ6pU6cyefJkPv30U06cOFHjDzdWjz76KP/617+Ijo5m3rx53HHHHWzZsgWAzZs3M2vWLF5//XWGDx/O0aNHmTdvHgBPPPEEJpOJ6dOnExsbyy+//EJubq5Dt8Bt3ryZAQPsbwyUn5+vyKqh4uJiXnzxRd59910iIyMJDw9n//79zJ49mzfeeAOz2cy//vUvpkyZwo4dOwgLC6v23LZu3crZs2dZtGhRrfEHDRrE5s2buf322xs81rrIhJMQonlLuNky4fTHf2HCi473O7UDfllq+XzqEvB331JjIZqCkIDqlxRRQTrbBWh9/LQXJwHUau+ZcZo0aZJLtyUUFhZyyy23sGzZMp555pla22i1WoduITCZTCQmJtK1a1c+++wzNBrL9+rgwYOMGTOGpKQkHnroIZfG/sorr3DnnXdy2223AbB06VK+/fZb3n//fRYuXAjQoAKxZWVlTJs2jYULFzJs2DCH+9W36YqrxeMLSy3bJgZoVQ3e0EU2TZBNEyQ/avLG/DAYDJjNZkwmEyaTyeEVRu5iGYPlPc46rkuZzWa0Wi3vv/8+d911F0uXLqV///6MGDGCm266iY4dO1br+/DDD/OPf/yDsrIyKioqiIqKYu7cuXZvu5ozZw433HADAA8++CBXXnkljz76KOPHjwfg3nvv5fbbb7fFsX7vTCYTeXl55OfnM3nyZDp27AjAZZddZjvfu3dvevfubXusJ598klWrVvHdd9/Rs2fPajGrjtP6c/r4449tq7ACAgLo3r07f//737nrrrtsbaz9nn76aYYPH47ZbOa+++5jxowZFBcXExAQwJNPPsnDDz/MrbfeClhqXj355JMsXLiQxx57jLVr13LgwAG+++474uLiMJvNtg0uqj7GpY4fP07r1q2r5dSlz+Xnn39m5cqV/Pe//63xPayak1Wfd11tDAYDb775Jn379sVsNlNQUMDo0aOrXV8tXbqUqKgotmzZwo033khqaqrtubVu3ZqOHTvy9NNPM2XKlBrPrXXr1qSlpdX6fK3P0WAw2K4/rJz5vygTTm5S3wWT9XzVj47GdKSPEu3ccc4beOMbolIxlMyPZnXB1KI32pjLUGUfxLTva6Cl/TFWlKH9JhEVZky9Z2BsPwIUulh1Rwy5oFaGr75+KJUfAerqF/MRQTqHckBX5Q++psqNNxorP9zxs0xMTOSaa65h3LhxdU44HT58mLi4OAICAhg6dCjPP/887dq1q9FOrVaTkpLCiBEjmDVrFitWrCA9PZ0xY8Ywbdq0WiebHFFeXs6uXbuq/cVTrVYzbtw4tm7d6lLMqsxmM3PmzGHMmDG2i/26uLLpirPF4w8cVwNqMs+cIiXlhN32smlC3WTTBMmP+nhTflgn9gsLCykvr5x01qnZmjTETk/3MJQUUVFauZtrQUG9bcePH8/+/fvZunUrO3fuJDU1lZdffpnXX3+dmTNnApbJgHvvvZeZM2eSkZHBE088we23307Lli3t1ifs0qWLrY21tl6nTp1sx0JDQyktLeX06dOEhYVRVlaG0WhEr9ej1WqZOXMmkyZNYtSoUYwaNYpp06bZ/ohSWFjIiy++yNq1a8nIyMBoNFJSUsLp06dtz9tkMlFaWlptnCUlJej1evbt20fPnj0pLy+3/dx69uwJWFbv6vV624YfHTt2tMWwPv7Ro0eJj48nLS2NLVu28Nxzz9kew2g0UlpaSkZGBmlpabRp04aQkBBbjCuuuKLaWGpTWFhIixYtqp2v+vPcv38/06ZN4+GHH2bIkCE14ljbWp9DQUEBarW62jHr8ywtLcXPz89WnNzq6NGjPPvss/z0009kZWVhMpkoLi62fY+rPjfr4/Xq1avW56ZWqykoKKj1+ZaXl1NSUsKmTZtqrHZ2ZtMVmXBSiOxS59pje4o3vSEqHUN2qXNeF78ELucghT+9Dd0eszvGy859Tffsg5RpQ1nPCAwpKU49nlxQN638uJSvvn40ND/MZtCoNBgr/4JrKtGTUs//DWuMC1mWyQCAtN276RredHep++yzz9i9ezc7duyos83gwYNZvnw5l112GefOnePJJ59k+PDh7Nu3j9DQ0Brt4+Li2LBhA8OHD2fmzJls3bqVcePG8dZbb7k8zuzsbIxGY43b8WJjYzlw4IDDccaNG8eePXsoKiqibdu2fPHFFwwdOpQtW7awcuVK+vTpY6vLsWLFimp/9bZyZtMVV4vH/7RqH5w7S4+unZg8rlud7WTThLrJpgmSH/XxxvwoLS3l1KlThISEEBAQYFsd0jI6wqHVt4CtT2hoqN0+jrS116bq+bCwMK699lquvfZann76ae68806ef/557rrrLlQqFWq1mjZt2tC3b186derEF198QUJCAldddZVtgqYuYWFhttdZ6/tORESE7Zh1EiokJISwsDD8/f3RaDS28ytWrCApKYnvv/+e//znPzz77LN8//33DBkyhIcffph169bx0ksv0aVLFwIDA7npppswGAy2561WqwkICKj2Wh8YGEhYWBh+fn5otdpq56wFy4ODgwkLC7P9jh0VFUVYWBhms9n2/bS2KSoqYvHixVx33XU1nn/Lli0JCAhArVbbHsdsNpOfn19tLLWJjY2lqKjI9rhVf5779+/nuuuuY968eTz11FN1/mxVKpXtOVh/1oDt9knrcwgICCAwMJDw8PBqMe69915ycnJ47bXXaN++Pf7+/lx55ZW273HV51b1cWt7bkVFRcTGxtb6fEtLSwkMDLTVuarKmU1XZMJJIbJLnevPqzF54xuiUjGUzI9md8FU0BSTfPcAACdcSURBVB/zG18QXXSY4LJMhk35S91jzDqA9t1vAdBMfYXxPWu+kdVFLqibaH5U8tXXDyXz48nffiC32LJqqEvbVkyenGA3xobivaRdOAfAoCsGkntoR5Pcpe7UqVMsWLCA1NTUGhdmVVW91a1Pnz4MHjyY9u3b8/nnn9dZQ6Fdu3asWLHCVpD0vffec/gXJneqqxDsVVdd5fJOOvaKuTvapqqyCsvqu9BAP4f6KTGG+s7Xdc7Z5+UJ7h6jEvFdieFMH8mPunlTfhiNRtvkhlqttr0mWY85wpk+jrS116a+8z179rQVz7aes248AZb3iRkzZvDoo4/yzTff1DtW6/fE+rm9Y9bHqDqmAQMGMGDAAB555BGGDh3KZ599xrBhw/j555+ZM2cO119/PWBZEXT8+HGGDh1aY+xV41kfq3v37nzyyScYDAbbBMyuXbuqtbl0fFXfb6zH+vfvz6FDh+jWrfY/MvTs2ZNTp06RmZlpu0Vu586dNb4Xl+rfvz8ff/xxjZz6448/GDt2LLNnz662qsrq0p+tNX5WVpat1lN6enqtbawfrTF+/vln/u///o8pU6YAluuP7OxsW9+qz836h6Vffvml1uf2+++/M2rUqFqfr/VnX9v/O2f+n8uEk5s4+oLozjdFJdq545w38KY3RKVjKJkfzeaCKSoeOo+FI6l0yN6ATndb7WM0VsC3C8BkgG6T0Pa5EVz4pU8uqJtYflzCV18/lMiPkACtbcIpOsTfofwI0F28FPGr/Lyx8kPJWLt27eL8+fP079/fdsxoNLJp0ybefPNNysrKatRAAMtflbt168aRI0fqjJ2Zmcm8efOYOnUqO3bs4P777+eNN95weawxMTFoNBoyMzNrPE5T2p7aUcXlllsBpGi4EMLb5eTkMH36dObOnUufPn0IDQ1l586dvPzyyzV2qbvUggUL6NWrFzt37mTgwIFuGV96ejrvvPMOf/rTn4iLi+PgwYMcPnyYWbNmAdC1a1e+/vprpk6dikql4rHHHnPqDxAzZ87k0UcfZd68eSxcuJCTJ0/yz3/+E8CpP7Q8/vjjTJkyhXbt2nHDDTegVqvZs2cP+/bt45lnnmHcuHF069aN2bNn8/LLL5OXl1fnbfBVTZw4kUWLFpGbm2tbebRv3z7GjRvHxIkTSUpKIiMjAwCNRkOLFi3qjbdw4UKef/55cnNzefrppwHYuXMnbdu2rbNP165dWbFiBQMHDkSv1/Pggw8SGBhoO1/1ub344oucO3eOxx9/vEac4uJidu3aVesEmZIcm94VQghfN8iyc0WH7PVQlFV7m59fgzO7wD8cprzi0mSTEL4sxP/iBE5ksP2dcsCym52VNxUNd9bYsWPZu3cvaWlptn8DBw7klltuIS0trdbJJrD89ffo0aO0bt261vPZ2dmMHTuWHj168PXXX7N+/XpWrlzJAw884PJY/fz8GDBgAOvXr7cdM5lMrF+/nqFDh7oc11sVGyzlDoJ0MuEkhPBuwcHBDBo0iFdffZURI0bQq1cvHnvsMe644w5eeumlevv27NmTCRMm1Dq5oJSgoCAOHDjA9ddfT7du3Zg3bx6JiYncddddgGVDisjISIYNG8bUqVOZOHFitT/E2BMWFsZ///tf0tLSSEhI4NFHH7U9n/pWD19q4sSJ/O9//2Pt2rVcccUVDBkyhFdffZX27dsDltU7q1atoqSkhEGDBjFv3jz+8Q/7O0737t2b/v378/nnn9uOffXVV2RlZfHxxx/TunVr2z9rTaj69OnTh6FDhzJt2jSSkpLo06cP999/P6WlpXX2WbZsGbm5ufTv359bb72Vv/3tb7bdZS99bkOGDGHBggW2yayqvvnmG9q1a8fw4U7u0u0kWeEkhBAAXcdjiuuP9uxujFvfgEnPVz+fsQ9+qDw26UUIs78luBDNTaj/xcuKlqH2t3IG8K8y4aTxokncwsLCaquO0tPTSUtLIyoqinbt2vHmm2+yatUq26RNaGiorSinVXBwMNHR0dWOP/DAA0ydOpX27dtz9uxZnnjiCTQaDTfffHONMZhMJiZNmkT79u1ZuXIlWq2Wnj17kpqaypgxY2jTpg3333+/02MHSEpKYvbs2QwcOJBBgwaxZMkSioqKbLvW+ZKScsuEk6xwEkJ4O39/f5577jleeOGFasdNJlO128CPHz9uO17VmjVr6o1/6W59HTp0qHFs1KhR1Y4tXryYxYsXA5YaRqtWraozfocOHdiwYUO1Y/fcc0+tY69rTMOGDWPPnj22rz/55BN0Op3t/evS8YFlIshoNFa7NWzixIlMnDixzrF269aNzZs3Axe/v5fGqM3jjz/Ogw8+aLsN/oknnuDJJ5+st09d7r//fltfk8nE9OnTCQsLQ61WM2fOHObMmVOjT79+/WrUipw+fXq177H1uVmfl7WeU1WvvfaaWycnrWTCSQghAFQqTMMfQr3yz6h3LIN+t0Cryl8Si7Lhs5ttt9LR98+eHasQXqrqL/R924Y71KfqCieNF61w2rlzJ6NHj7Z9nZSUBMDs2bNZvnw52dnZHD161Om4p0+f5uabb+bChQu0aNGCq666im3bttW67F6tVvPcc88xfPhw/Pwurhjr27cv69atq3Opvr2xA8yYMYOsrCwef/xxMjIySEhIYM2aNTUKifsCmXASQoim46OPPqJTp060adOGPXv28PDDD3PTTTdVu23Mk6655hoOHz7MmTNnbLfVNTXZ2dlMnz691j92KU0mnNzEYDA0aFvxhvRRop07znkDX93W3Jl+su193QztRpAV3p/W+bsxr/wLFTO/BJUG7ZezUOWdxBzZkYprXoNLtgZ1OH4T3/be0TY+mx8++vqhZH6cyb2461uHSH+HckBbZY7JVLnTa2PlR33xavsLalVV/+Jbl40bN9Y49tlnnzk6PMCyPXZt+vXrV2cfe2O3mj9/PvPnz3dqPE2R3FInhBBNR0ZGhu2PIa1bt+bGG2/k2Wef9fSwqrnvvvtqrDprSmJiYnjooYca5bFkwkkhycnJJCcnY6y8WF67dq1tu8P6uHPraiXaueOcN/DVbc2d6Sfb3tfOP/42wkpOEpybji55gO14mSaEn1rNo3DjtgY/RlPd9t7ZNr6YH+C7rx9K5MeRrIuXFRvW176D2aUxjp1RAZaJgF9+2UpcUOPlR3Fxsf1GosmTFU5CCNF0PPTQQ402GeIpjv5hyBfIhJNCEhMTSUxMRK/XEx4ezoQJEwgLC6uzvTu3rlainTvOeQNf3dbcmX6y7X3drGNU35aC6bsFqE9uBcDU/krU1yxhRGRHReI35W3vHWnj6/nha68fSubHqZB0/pl6mDFxJofzI/PnE/zv5EEArho2jGNpPzdafjTVv0wK5xRXTjgF+8llrxBCCNGY5J3XTZTcmt7dsV3Zurwh57yBr25r7kw/2fa+btqYTqhv+w70Z0GlQh0Wp+iWnk1523tn2vhqfvjq64cS+XHP6K5c2Tma9LSfHM6PwCqTAP5+unrjK/299/ZcEw1nNpttt9TJCichhBCicSn5O5QQQvgOlQrC28hudEI4QaNW0atNGBonan9XLRqu9qKi4cI3lFWYsN61ECg1nIQQQohGJRNOQgghhPAYf+3FSQCZbxJKs95OBxAkK5yEEEKIRiUTTkIIIYTwmKornDQqmXESyiout+wqqlWZ0ciMphBCCNGoZMJJCCGEEB7jp5Fb6oT7WHeok8VNQghh3/Lly4mIiLB9vXjxYhISEjw2nqq8aSzCcTLhJIQQQgiPkRVOwp2st9T5yxWvEKKJyMrK4p577qFdu3b4+/vTqlUrrr76arZt22Zr06FDB1QqFRqNhri4OPr27cu7776r+FgeeOAB1q9fr3hc0XzILnVCCCGE8BidrHASblRUeUudrHASQjQVN954I+Xl5Xz44Yd06tSJzMxM1q1bR05OTrV2Tz31FLfffjvnz59nzZo13HnnnbRp04ZJkyYpNpaQkBBCQkIUiyeaH5lwchODwYDBYKj3fNWPjsZ0pI8S7dxxzhu4e3xKxHc1hpL5Ya+NKzng7bkBvpsfzvSR/Kib5Id78kNlvljU2WSsqLWvu7733pxvQhm2W+pkhZMQognIz89n8+bNbNy4kZEjRwLQvn17Bg4ciF6vr9Y2NDSUVq1aERQUxEMPPcTLL79MampqvRNOr7zyCh988AHHjh0jKiqKqVOn8tJLL9U5qbR48WJWr15NWloaABUVFSQlJfHRRx+h0Wi44447yMjIID8/n9WrVwMwatQo+vTpQ0BAAO+++y5+fn7MmTOH5557zhY3Ly+PBx54gG+++YaysjIGDhzIq6++St++fW1tXnjhBV599VWKi4u56aabaNGihSvfUuFhMuGkkOTkZJKTkzEaLRc2a9euJSgoyG6/1NRUpx/L0T5KtHPHOW/g7vEpEd/VGErmh702ruSAt+cG+G5+ONNH8qNukh/K5sfxArBejmzauJFAbePlR3FxsaLxhPex3VInK5yEEGYzlBeB2sEZaJMJDMVQrrHfx15bnf3fCwGCg4MJCQlh9erVDBkyBH9/fweGaeKrr74iNzcXPz+/etuq1Wpef/11OnbsyLFjx/jrX//KQw89xP/93/85NL4XX3yRTz75hA8++IAePXrw2muvsXr1akaPHl2t3YcffkhSUhK//PILW7ZsYe7cuYwePZqJEycCllVcgYGBfPfdd4SHh/P2228zduxYDh06RFRUFJ9//jmLFy8mOTmZq666ihUrVvD666/TqVMnh8YpvIdMOCkkMTGRxMRE9Ho94eHhTJgwgbCwsDrbGwwGUlNTGT9+PDqdzqHHcLSPEu3ccc4buHt8SsR3NYaS+WGvjSs54O25Ab6bH870kfyom+SHe/Jj3xk9r+6z1KUYO3Y0P//4Q6Plx6V/LRa+5+IKJ7OHRyKE8LiKEtQv9HC4uRqIUKrtI2dBG2g3jlar5f333+euu+5i6dKl9O/fn5EjR3LTTTfRoUOHam0ffvhh/vGPf1BWVkZFRQVRUVHccccd9ca/7777bJ936NCBZ555hrvvvtvhCac33niDRYsWcd111wHw5ptvkpKSUqNdnz59eOKJJwDo3Lkzb7zxBhs2bGDixIn89NNPbN++nfPnz9sm1P75z3+yevVqvvzyS+bNm8eSJUu4/fbbuf322wF45plnWLduHaWlpQ6NU3gPmXByE51O59BFsaPt3Bm7vnbuOOcN3D0+JeK7GkPJ/LDXxpUc8PbcAN/ND2f6SH7UTfJD2fwI8L/YJqDyL7ONlR/enmui4YqlhpMQoom5/vrrmTp1Kps3b2bbtm189913vPTSS7z++uvcfffdtnYPPvggs2bN4siRIzz11FP89a9/pUuXLvXGXrduHc8//zwHDhxAr9dTUVFBaWkpxcXFdu/Oyc/PJzMzk0GDBtmOaTQaBgwYgMlkqta2T58+1b6OjY3l/PnzAOzZs4fCwkKio6OrtSkpKeHo0aMA/PHHH9WeK8DQoUP54Ycf6h2j8D4y4SSEEEIIj9FWKRSull3qhMKKDVLDSQhRSRuIaeFp1A7eUmcymdAXFBAWGmq3j922uiDLLX0OCggIYPz48YwfP57HHnuM22+/neeff77aJExMTAxdunShZcuWrFy5kr59+zJw4EB69uxZa8zjx48zZcoU7rnnHp599lmioqL46aefuP322ykvL3eoHIyjLv2Djkqlsk1KFRYW0rp1azZu3FijX0REhGJjEN5B3n6FEEII4TFhgRcvSjWyS51QWInUcBJCWKlU4Bfs3D9dkDJtG/gHlZ49e9ZbdzA+Pp4ZM2awaNGiOtvs2rULk8nEv/71L4YMGUK3bt04e/asw2MIDw8nNjaWHTt22I4ZjUZ2797tcAyA/v37k5GRgVarpUuXLtX+xcTEANCjRw9++eWXav22bdvm1OMI7yArnIQQQgjhMbFhASye2pNAP41MOAnFdWkZwqTLY4ksdfyXKiGE8JScnBymT5/O3Llz6dOnD6GhoezcuZOXX36ZyZMn19t3wYIF9OrVi507dzJw4MAa57t06YLBYOCNN95g6tSpbNmyhaVLlzo1vnvvvZfnn3+eLl260L17d9544w1yc3NROTGhNm7cOIYOHcq0adN46aWXbBNf3377Lddddx0DBw5kwYIFzJkzh4EDB3LllVfyySef8Pvvv0vR8CZIJpyEEEII4VFzruwIWIqDC6GkaxPaMPnylqSknPH0UIQQwq7g4GAGDRrEq6++ytGjRzEYDMTHx3PHHXeQmJhYb9+ePXsyYcIEHn/88VoLefft25dXXnmFF198kUWLFjFixAief/55Zs2a5fD4Hn74YTIyMpg1axYajYZ58+YxceJENBrHl5GqVCpSUlJ49NFHue2228jKyqJVq1aMGDGC2NhYAGbMmMHRo0d56KGHKC0t5frrr+eee+7h+++/d/hxhHeQCSchhBBCCCGEEMLD/P39ee6553jhhReqHTeZTNV2Vj1+/LjteFVr1qypN/7999/P/fffX+3Yrbfeavt8zpw5zJkzx/b14sWLWbx4se1rrVbLG2+8wRtvvGF7/B49enDTTTfZ2tRWm+mTTz6ptoN7aGgor7/+Oq+//nqdY33kkUd45JFHqh178cUX631+wvvIhJMQQgghhBBCCCHqdeLECdauXcvIkSMpKyvjzTffJD09nZkzZ3p6aMJLSdFwIYQQQgghhBBC1EutVrN8+XKuuOIKrrzySvbu3cu6devo0aOHp4cmvJSscBJCCCGEEEIIIUS94uPj2bJli6eHIZoQWeEkhBBCCCGEEEIIIRQlK5zcxGAw1LvbjvWcMzvyONpHiXbuOOcN3D0+JeK7GkPJ/LDXxpUc8PbcAN/ND2f6SH7UTfLD9/LDm/NNCCFEw5nNZk8PQYgmSan/OzLhpJDk5GSSk5MxGo0ArF27lqCgILv9UlNTnX4sR/so0c4d57yBu8enRHxXYyiZH/bauJID3p4b4Lv54UwfyY+6SX74Tn4UFxcrGk8IIYR30Ol0gOV1PjAw0MOjEaLpKS8vB0Cj0TQojkw4KSQxMZHExET0ej3h4eFMmDCh2taPlzIYDKSmpjJ+/HjbC6I9jvZRop07znkDd49PifiuxlAyP+y1cSUHvD03wHfzw5k+kh91k/zwvfyousW0EEII36HRaIiIiOD8+fMABAQEUF5eTmlpKWq1Y1VlTCaTw30caWuvTX3n6zrnzBg9xd1jVCK+KzF8OT9MJhNZWVkEBQWh1TZsykgmnNxEp9M5dFHsaDt3xq6vnTvOeQN3j0+J+K7GUDI/7LVxJQe8PTfAd/PDmT6SH3WT/PCd/PD2XBNCCOG6Vq1aAXD+/HnMZjMlJSUEBgaiUqkc6u9MH0fa2mtT3/m6zrnyvBqbu8eoRHzJj5rUajXt2rVr8M9MJpyEEEIIIYQQQvgUlUpF69atadmyJSUlJfz444+MGDHCqRXAmzZtcqiPI23ttanvfF3nnBmjp7h7jErEdyWGr+eHn5+fIivSZMJJCCGEEEIIIYRP0mg0+Pv7U1FRQUBAgMO/eGs0Gof7ONLWXpv6ztd1zpkxeoq7x6hEfFdiSH44xjtv9BRCCCGEEEIIIYQQTZZMOAkhhBBCCCGEEEIIRcmEkxBCCCGEEEIIIYRQlNRwUpjZbAbsb7VsMBgoLi5Gr9c7VZjMkT5KtHPHOW/g7vEpEd/VGErmh702ruSAt+cG+G5+ONNH8qNukh++lx/W92rre7fwHEeun+T90XPk9U/yoz6SH5If9ZH88L38cOb6SSacFFZQUABAfHy8h0cihBBCCEcUFBQQHh7u6WE0a3L9JIQQQjQtjlw/qczyZz1FmUwmzp49S2hoKCqVqt62V1xxBTt27HAqvqN9lGjnyjm9Xk98fDynTp0iLCzM7uN7givf98aO72oMJfPDXhtn86Mp5Ab4bn4400fyo26SH76VH2azmYKCAuLi4hTZ+le4ztHrJ3l/9Bx5/ZP8qI/kh+RHfSQ/fCs/nLl+khVOClOr1bRt29ahthqNxukfvKN9lGjn6jmAsLAwr33Rc+X73tjxXY2hZH7Ya+NqfnhzboDv5oczfSQ/6ib54Xv5ISubvIOj10/y/ug58von+VEfyQ/Jj/pIfvhefjh6/SR/zvOgxMREt/VRop2r57ydu8euRHxXYyiZH/baSH54Lr47XzscbSv54b3xJT+EL5P3R8+R1z/Jj/pIfkh+1Efyo/nmh9xSJxSl1+sJDw8nPz/fq2fZReOT3BD1kfwQ9ZH8EL5M8lvUR/JD1EfyQ9THG/JDVjgJRfn7+/PEE0/g7+/v6aEILyO5Ieoj+SHqI/khfJnkt6iP5Ieoj+SHqI835IescBJCCCGEEEIIIYQQipIVTkIIIYQQQgghhBBCUTLhJIQQQgghhBBCCCEUJRNOQgghhBBCCCGEEEJRMuEkhBBCCCGEEEIIIRQlE05CCCGEEEIIIYQQQlEy4SQazXXXXUdkZCQ33HCDp4civMypU6cYNWoUPXv2pE+fPnzxxReeHpLwInl5eQwcOJCEhAR69erFsmXLPD0k4WWKi4tp3749DzzwgKeHIoTi5PpJ1EWun0Rd5NpJOKIxrp9UZrPZ7LboQlSxceNGCgoK+PDDD/nyyy89PRzhRc6dO0dmZiYJCQlkZGQwYMAADh06RHBwsKeHJryA0WikrKyMoKAgioqK6NWrFzt37iQ6OtrTQxNe4tFHH+XIkSPEx8fzz3/+09PDEUJRcv0k6iLXT6Iucu0kHNEY10+ywkk0mlGjRhEaGurpYQgv1Lp1axISEgBo1aoVMTEx5OTkeHZQwmtoNBqCgoIAKCsrw2w2I38rEVaHDx/mwIEDTJo0ydNDEcIt5PpJ1EWun0Rd5NpJ2NNY108y4SQcsmnTJqZOnUpcXBwqlYrVq1fXaJOcnEyHDh0ICAhg8ODBbN++vfEHKjxCyfzYtWsXRqOR+Ph4N49aNBYl8iMvL4++ffvStm1bHnzwQWJiYhpp9MKdlMiNBx54gOeff76RRiyEc+T6SdRHrp9EXeTaSdSnKV0/yYSTcEhRURF9+/YlOTm51vMrV64kKSmJJ554gt27d9O3b18mTpzI+fPnG3mkwhOUyo+cnBxmzZrFO++80xjDFo1EifyIiIhgz549pKen8+mnn5KZmdlYwxdu1NDc+Oabb+jWrRvdunVrzGEL4TC5fhL1kesnURe5dhL1aVLXT2YhnASYV61aVe3YoEGDzImJibavjUajOS4uzvz8889Xa/fDDz+Yr7/++sYYpvAQV/OjtLTUPHz4cPNHH33UWEMVHtCQ1w+re+65x/zFF1+4c5jCA1zJjYULF5rbtm1rbt++vTk6OtocFhZmfvLJJxtz2EI4TK6fRH3k+knURa6dRH28/fpJVjiJBisvL2fXrl3/3979x1RZvnEc/yB6CEFhdvi5+FHZyDmMH460eZLYCekPZhnY1CmQaS2RqGVutWGrrdbSzWlLa3OhzTlc/tqaU0sBEatBBuosFIYONqQRaqIoxrm/fzRPnuCcL9SBA/R+bc/Gcz+393Od4zW4dj3nPI/sdrtzbNy4cbLb7fruu+98GBlGgoHkhzFG+fn5ysjI0NKlS30VKnxgIPnR3t6u69evS5KuXbum48ePKyEhwSfxYvgMJDc+/PBDtbS06OLFi1q/fr1WrFihkpISX4UMDAr1EzyhfoI71E7wZKTVTzSc8K91dHSot7dXERERLuMRERG6fPmyc99utys3N1cHDx7UAw88QDH1HzGQ/KiurlZZWZn279+vpKQkJSUl6cyZM74IF8NsIPlx6dIl2Ww2PfbYY7LZbFq9erUSExN9ES6G0UD/tgCjFfUTPKF+gjvUTvBkpNVP44f9jPjP+vbbb30dAkaoOXPmyOFw+DoMjFBpaWmqq6vzdRgY4fLz830dAjAkqJ/gDvUT3KF2wkANdf3EJ5zwr1mtVvn7+/e5EV17e7siIyN9FBVGCvIDnpAfcIfcwFhHjsMT8gPukBvwZKTlBw0n/GsWi0Wpqak6evSoc8zhcOjo0aOaPXu2DyPDSEB+wBPyA+6QGxjryHF4Qn7AHXIDnoy0/OArdRiQrq4uNTY2Ovebm5tVV1enKVOmKDY2Vm+88Yby8vI0c+ZMpaWlaePGjbpx44YKCgp8GDWGC/kBT8gPuENuYKwjx+EJ+QF3yA14MqryY0iefYcxp7y83Ejqs+Xl5TnnbN682cTGxhqLxWLS0tLM999/77uAMazID3hCfsAdcgNjHTkOT8gPuENuwJPRlB9+xhgzdO0sAAAAAAAA/NdwDycAAAAAAAB4FQ0nAAAAAAAAeBUNJwAAAAAAAHgVDScAAAAAAAB4FQ0nAAAAAAAAeBUNJwAAAAAAAHgVDScAAAAAAAB4FQ0nAAAAAAAAeBUNJwAAAAAAAHgVDScA+JcqKirk5+enq1evDul5li5dqg8++MCra3Z0dCg8PFytra1eXRcAAMAT6idg7KPhBMAr8vPz5efn12drbGz0dWhD7oknnlBbW5tCQkKG7Bz19fU6ePCgioqKnGPp6ekqLi7uM7e0tFShoaEDWtdqtWrZsmVat26dlyIFAAADRf1E/QSMZTScAHhNVlaW2traXLYHH3ywz7yenh4fRDd0LBaLIiMj5efnN2Tn2Lx5s3JzcxUcHOz1tQsKCrRz5051dnZ6fW0AAOAZ9RP1EzBW0XAC4DUBAQGKjIx02fz9/ZWenq7CwkIVFxfLarVq3rx5kqSzZ8/qmWeeUXBwsCIiIrR06VJ1dHQ417tx44aWLVum4OBgRUVFacOGDX2uSvn5+Wn//v0ucYSGhqq0tNS539LSooULFyo0NFRTpkzR/PnzdfHiRefx/Px8Pfvss1q/fr2ioqJ0//33a9WqVbpz545zzu3bt7V27VrFxMQoICBAU6dO1bZt2yT1/5HwEydOyGazKTAwUDExMSoqKtKNGzecxz/99FM98sgjuu+++xQREaGcnBy372tvb6+++uorZWdnD+S/oY/4+Ph+r57eNX36dEVHR2vfvn3/aH0AAPDPUT9ddc6nfgLGFhpOAIbF9u3bZbFYVF1dra1bt+rq1avKyMhQcnKyamtrdejQIbW3t2vhwoXOf7NmzRpVVlbqwIEDOnLkiCoqKnTq1KlBnffOnTuaN2+eJk2apKqqKlVXVys4OFhZWVkuVwrLy8vV1NSk8vJybd++XaWlpS5F17Jly7Rr1y5t2rRJP//8sz777DO3V8uampqUlZWl559/XqdPn1ZZWZlOnDihwsJCSVJtba2Kior03nvvqaGhQYcOHdKTTz7p9jWcPn1a165d08yZMwf12u+qqalxXjFtbW3VrFmzZLPZXOakpaWpqqrqH60PAACGBvUT9RMwqhkA8IK8vDzj7+9vgoKCnFtOTo4xxpi5c+ea5ORkl/nvv/++yczMdBlraWkxkkxDQ4O5fv26sVgsZvfu3c7jv/32mwkMDDSvvfaac0yS2bdvn8s6ISEh5osvvjDGGPPll1+ahIQE43A4nMdv375tAgMDzeHDh52xx8XFmT/++MM5Jzc317zwwgvGGGMaGhqMJPPNN9/0+9rLy8uNJHPlyhVjjDHLly83K1eudJlTVVVlxo0bZ7q7u82ePXvM5MmTze+//97ven+3b98+4+/v7/IajPnzfZ0wYYLLex4UFGQCAgJMSEhIv2sVFRWZuLg48+uvv7qMv/766yY9PX1A8QAAAO+gfqJ+Asay8b5rdQEYa5566ilt2bLFuR8UFOT8OTU11WVufX29ysvL+73K1dTUpO7ubvX09Ojxxx93jk+ZMkUJCQmDiqm+vl6NjY2aNGmSy/itW7fU1NTk3J8+fbr8/f2d+1FRUTpz5owkqa6uTv7+/po7d+6Az3n69Gnt3LnTOWaMkcPhUHNzs55++mnFxcXpoYceUlZWlrKysvTcc89p4sSJ/a7X3d2tgICAfu9xsGTJEr3zzjsuY3v37u33aSyff/65tm3bppMnTyosLMzlWGBgoG7evDmg1wcAALyH+umvc1I/AWMLDScAXhMUFKSpU6e6PXavrq4uZWdn66OPPuozNyoqasBPZ/Hz85MxxmXs3nsHdHV1KTU11aV4ueveomHChAl91nU4HJL+LCYGo6urSy+//LLLE1Huio2NlcVi0alTp1RRUaEjR46opKRE7777rmpqavp9OorVatXNmzfV09Mji8XiciwkJKTPex4eHt5njfLycq1evVq7du3SjBkz+hzv7OzsU0QBAIChR/301zmpn4CxhYYTAJ9ISUnRnj17FB8fr/Hj+/4qevjhhzVhwgT98MMPio2NlSRduXJF58+fd7lSFhYWpra2Nuf+hQsXXK40paSkqKysTOHh4Zo8efI/ijUxMVEOh0OVlZWy2+0Dem3nzp1zWzxK0vjx42W322W327Vu3TqFhobq2LFjWrBgQZ+5SUlJkqRz5845fx6MxsZG5eTk6O233+53fenPG5Cmp6cPem0AADB8qJ+on4DRhJuGA/CJVatWqbOzU4sWLVJNTY2ampp0+PBhFRQUqLe3V8HBwVq+fLnWrFmjY8eO6ezZs8rPz9e4ca6/tjIyMvTJJ5/op59+Um1trV555RWXq21LliyR1WrV/PnzVVVVpebmZlVUVKioqEitra0DijU+Pl55eXl68cUXtX//fucau3fv7nf+2rVrdfLkSRUWFqqurk4XLlzQgQMHnDe9/Prrr7Vp0ybV1dXp0qVL2rFjhxwOh9uPu4eFhSklJUUnTpwYULz36u7uVnZ2tpKTk7Vy5UpdvnzZud118+ZN/fjjj8rMzBz0+gAAYPhQP1E/AaMJDScAPhEdHa3q6mr19vYqMzNTiYmJKi4uVmhoqLMo+vjjj2Wz2ZSdnS273a45c+b0uZfBhg0bFBMTI5vNpsWLF+vNN990+S7/xIkTdfz4ccXGxmrBggWaNm2ali9frlu3bg3qit2WLVuUk5OjV199VY8++qhWrFjh8pjee82YMUOVlZU6f/68bDabkpOTVVJSoujoaEl/PnZ47969ysjI0LRp07R161bt2rVL06dPd3v+l156qd+Ptf8/7e3t+uWXX3T06FFFR0crKirKud114MABxcbG9nnyCgAAGFmon6ifgNHEz/z9y7sAMIKlp6crKSlJGzdu9HUow6q7u1sJCQkqKyvT7Nmzvbr2rFmzVFRUpMWLF3t1XQAAMDJQP1E/Ab7AJ5wAYBQIDAzUjh071NHR4dV1Ozo6tGDBAi1atMir6wIAAPga9RPgW9w0HABGiaG4KaXVatVbb73l9XUBAABGAuonwHf4Sh0AAAAAAAC8iq/UAQAAAAAAwKtoOAEAAAAAAMCraDgBAAAAAADAq2g4AQAAAAAAwKtoOAEAAAAAAMCraDgBAAAAAADAq2g4AQAAAAAAwKtoOAEAAAAAAMCr/gfLj2QHCHSOAQAAAABJRU5ErkJggg==",
"text/plain": [
"<Figure size 1400x500 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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"text/plain": [
"<Figure size 1400x500 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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Gvfzyy1k+b9u2bY73nNlff/1Feno6Y8eOzTL6a+jQofj6+jpsfa0nnniCMmXKZDmm0WjMa8oYjUZu376NXq+nSZMmOb7W/fv3p1SpUubP27ZtC/z3Pmesy7Rt2zbu3LljU3wrVqzAaDTSr18/bt68af4XEhJCtWrVsk3zc3NzY/DgwTZdo6AGDx6cZQ2e++//0KFDREZGMnbs2GzrReVnipLBYGDjxo307duX8PBw8/HQ0FCeffZZtm/fbv6azzBs2LAs12rbti0Gg4GLFy9adc0hQ4aYP/b396dGjRp4eXllGQVTo0YN/P39s+T62rVradasGW3atDEf8/b2ZtiwYURFRZmnk61du5bQ0FCefPJJcz1PT0+GDRtmVXzWuH37Nlu2bKFfv34kJCSYc+nWrVt0796ds2fPZpsma421a9cSEhLCM888Yz6m1WoZPXo0iYmJ/P3331nq5/Q1lxOVSsWGDRt47733KFWqFP/73/8YOXIklSpVon///jmu4WSJt7d3jrvV/fbbb2zatImNGzeycOFCqlevzhNPPMHOnTttal8IIcSDQzqchBBC2I2vry9Ajr9s5OTixYuo1epsO6CFhITg7++f7ZfUzJ1KAH5+fgBUqFAhx+P3dzqo1eosvzgDVK9eHcC8RgrA6tWradGiBe7u7gQEBFCmTBm++uor4uList1DxpSevHz00UccP36cChUq0KxZM6ZNm5blF+aMe61Ro0a2c2vWrJnttXB3d8/2y2SpUqXy7GjJ7Tqurq6Eh4db3TFgq9xep8WLF1OvXj3c3d0pXbo0ZcqUYc2aNTm+1ve//xmdTxn37ObmxsyZM1m3bh3BwcHmqVnR0dF5xnf27FkURaFatWqUKVMmy79Tp06ZF/7OUK5cuUJf9Dyv+89Yi6dOnTp2ud6NGzdITk7OMSdr1apl3m3MlhgtySmn/fz8KF++fLYOMz8/vyxtXrx4Mdc4M8oz/q9atWq29nI6N7/OnTuHoihMnjw5Wy5lrIt2fz5Z4+LFi1SrVi1LRzFkv8cM1n5vAtPXzltvvcWpU6e4du0a//vf/2jRooV5urAtEhMTc/yjQ7t27ejSpQtdu3Zl0KBBbN68GR8fH1555RWb2hdCCPHgkDWchBBC2I2vry9ly5bl+PHjNp1n7egLjUZj03HlvsXArfHvv//Sp08f2rVrx5dffkloaCharZaFCxfmuFDx/Tsx5aZfv360bduWlStXsnHjRmbNmsXMmTNZsWIFPXr0sDnO3O65qMrpdVq6dCmDBg2ib9++vP766wQFBaHRaJgxY4a58yQza97nsWPH8sgjj7Bq1So2bNjA5MmTmTFjBlu2bKFhw4a5xmc0GlGpVKxbty7H69y/W5a177slueW9wWDIMQZ75rmjFCTGwvj6toWt708Go9EIwPjx4+nevXuOde7vZHeE/OZoaGgoTz/9NE888QQPPfQQv/zyC4sWLbJqbacrV64QFxdn1f15e3vTvHlzfv/9d5KSkvDy8spXvEIIIYou6XASQghhV7179+abb75h165dWaa/5aRSpUoYjUbOnj1r/is9mBYAvnv3rnkxW3sxGo1cuHDBPKoJ4MyZMwDmxb5/++033N3d2bBhA25ubuZ6CxcuLPD1Q0NDGTFiBCNGjCA2NpZGjRrx/vvv06NHD/O9RkRE0KlTpyznRURE2O21yHydzKO90tPTiYyMpEuXLvlqNz9TtpYvX054eDgrVqzIcn7GKJD8qlKlCq+99hqvvfYaZ8+epUGDBnzyyScWd86qUqUKiqJQuXLlLPnhSKVKlcpxutLFixezjcSzRsZi5MePH7f4Plr7XpUpUwZPT08iIiKylZ0+fRq1Wp1tdKGzVKpUKdc4M8oz/j9+/DiKomR5HXI6N7/vT0aZVqvN99dTTipVqsTRo0cxGo1ZRjndf4/2otVqqVevHmfPnjVPL81LxkL0uXW03U+v1wOmUVHS4SSEEMWPTKkTQghhV2+88QZeXl4MGTKEmJiYbOXnz583b9Hes2dPAObMmZOlzuzZswGy7QhnD1988YX5Y0VR+OKLL9BqtXTu3BkwjaZQqVQYDAZzvaioKFatWpXvaxoMhmxTxIKCgihbtqx5O/YmTZoQFBTE/Pnzs2zRvm7dOk6dOmW316JLly64urry2WefZRkh8v333xMXF5fv62T8smjLei8Zo0Qyx7Fnzx527dqVrxiSk5NJTU3NcqxKlSr4+PjkuO19Zo8//jgajYbp06dnGzmjKAq3bt3KV0yWVKlShd27d5Oenm4+tnr16mzT1KzVqFEjKleuzJw5c7K9D5nvydr3SqPR0K1bN37//fcsU05jYmJYtmwZbdq0MU+jdbaePXuyd+/eLLmTlJTEN998Q1hYmHmdtZ49e3Lt2jWWL19urpecnMw333yTrc38vj9BQUF06NCBr7/+muvXr2crv3Hjhs33lxF7dHR0lh3/9Ho9n3/+Od7e3rRv3z5f7Z49e5ZLly5lO3737l127dpFqVKlrFoLasuWLbz77rtUrlyZ5557Ls/6t2/fZufOnYSEhBAUFJSv2IUQQhRtMsJJCCGEXVWpUoVly5bRv39/atWqxYABA6hTpw7p6ens3LnTvI03QP369Rk4cCDffPMNd+/epX379uzdu5fFixfTt29fOnbsaNfY3N3dWb9+PQMHDqR58+asW7eONWvWMGnSJPMvVL169WL27Nk8/PDDPPvss8TGxjJv3jyqVq3K0aNH83XdhIQEypcvz5NPPkn9+vXx9vbmr7/+Yt++fXzyySeAaTTBzJkzGTx4MO3bt+eZZ54hJiaGuXPnEhYWxquvvmqX16BMmTJMnDiR6dOn8/DDD9OnTx8iIiL48ssvadq0Kf/3f/+Xr3YbN24MwOjRo+nevTsajYann37a4jm9e/dmxYoVPPbYY/Tq1YvIyEjmz59P7dq1SUxMtDmGM2fO0LlzZ/r160ft2rVxcXFh5cqVxMTE5BlLlSpVeO+995g4cSJRUVH07dsXHx8fIiMjWblyJcOGDWP8+PE2x2TJkCFDWL58OQ8//DD9+vXj/PnzLF261DxSyVZqtZqvvvqKRx55hAYNGjB48GBCQ0M5ffo0J06cYMOGDYBt79V7773Hpk2baNOmDSNGjMDFxYWvv/6atLQ0Pvroo/zduANMmDCB//3vf/To0YPRo0cTEBDA4sWLiYyM5LfffjOPCBo6dChffPEFAwYM4MCBA4SGhrJkyRI8PT2ztVmQ92fevHm0adOGunXrMnToUMLDw4mJiWHXrl1cuXKFI0eO2HyPw4YN4+uvv2bQoEEcOHCAsLAwli9fzo4dO5gzZ47VmzXc78iRIzz77LP06NGDtm3bEhAQwNWrV1m8eDHXrl1jzpw52aYQrlu3jtOnT6PX64mJiWHLli1s2rSJSpUq8ccff2TZ+CDD8uXL8fb2RlEUrl27xvfff8+dO3eYP39+ltFmf/75p/n10el0HD16lPfeew+APn36UK9evXzdpxBCCCco/I3xhBBClARnzpxRhg4dqoSFhSmurq6Kj4+P0rp1a+Xzzz/PslW4TqdTpk+frlSuXFnRarVKhQoVlIkTJ2apoyg5bxOuKKZt3EeOHJnlWMa24LNmzTIfGzhwoOLl5aWcP39e6datm+Lp6akEBwcrU6dONW+ZnuH7779XqlWrpri5uSk1a9ZUFi5caN7aO69rZy7L2LY9LS1Nef3115X69esrPj4+ipeXl1K/fn3lyy+/zHbezz//rDRs2FBxc3NTAgIClOeee065cuVKljoZ93K/nGLMzRdffKHUrFlT0Wq1SnBwsDJ8+HDlzp07ObZ348aNPNvT6/XKK6+8opQpU0ZRqVTmOHJ6LzIYjUblgw8+UCpVqqS4ubkpDRs2VFavXq0MHDhQqVSpkrmepTYyv843b95URo4cqdSsWVPx8vJS/Pz8lObNmyu//PJLlnNye/0URVF+++03pU2bNoqXl5fi5eWl1KxZUxk5cqQSERFhrtO+fXvloYceyvM1yWBpK/lPPvlEKVeunOLm5qa0bt1a2b9/v9K+fXulffv25jpbt25VAOXXX3/Ncm7G67Jw4cIsx7dv36507drVnGv16tVTPv/8c3N5bu+VomR9PTMcPHhQ6d69u+Lt7a14enoqHTt2VHbu3GnVPWbEvnXrVouvUW7vSW6vdU7fD86fP688+eSTir+/v+Lu7q40a9ZMWb16dbZzL168qPTp00fx9PRUAgMDlTFjxijr16/PMU5r3p/c3ofz588rAwYMUEJCQhStVquUK1dO6d27t7J8+XKLr0Vu96coihITE6MMHjxYCQwMVFxdXZW6detmu66lr5ecxMTEKB9++KHSvn17JTQ0VHFxcVFKlSqldOrUKVusGe9zxj9XV1clJCRE6dq1qzJ37lwlPj4+W/sZ30cy//Py8lJatmyZ7WtTUUy5cH/9jH/336sQQoiiTaUoRWilSSGEEMJBBg0axPLly/M1ckYIIYQQQghhG1nDSQghhBBCCCGEEELYlXQ4CSGEEEIIIYQQQgi7kg4nIYQQQgghhBBCCGFXsoaTEEIIIYQQQgghhLArGeEkhBBCCCGEEEIIIexKOpyEEEIIIYQQQgghhF1Jh5MQQgghhBBCCCGEsCvpcBJCCCGEEEIIIYQQdiUdTkIIIYQQQgghhBDCrqTDSQghhBBCCCGEEELYlXQ4CSGEEEIIIYQQQgi7kg4nIYQQQgghhBBCCGFX0uEkhBBCCCGEEEIIIexKOpyEEEIIIYQQQgghhF1Jh5MQQmSyYcMGVCoVS5cuzXI8MTGR3r17o9Fo+Oyzz5wUnRBCCCFE0SPPT0KInLg4OwAhhChKjhw5AkD9+vXNx65evUrv3r05e/YsK1eupE+fPs4KTwghhBCiyJHnJyFETqTDSQghMjl69Ciurq7UrFkTMD1A9erVC6PRyN9//03jxo2dHKEQQgghRNEiz09CiJzIlDohhMjkyJEj1KpVC61Wy9q1a2nTpg2lSpVi9+7d8rAkhBBCCJEDeX4SQuREOpyEEOKe9PR0IiIiqF+/Pl9++SV9+vShZcuW7Nixg4oVKzo7PCGEEEKIIkeen4QQuVEpiqI4OwghhCgKDh8+TMOGDalQoQKXL19myJAhfPXVV7i4yOxjIYQQQoicyPOTECI3MsJJCCHuOXr0KAB3797Fw8ODyZMny8OSEEIIIYQF8vwkhMiNdDgJIcQ9GTus/P7776hUKp588knS09Oz1YuKikKlUuHt7Y2npyfVqlVj7dq1hR2uEEIIIYTTWfv8JIQoeaTDSQgh7jl69CghISF07NiRr776in379jFmzJhs9Y4cOUKdOnVITEwkOTmZgQMHMnz4cCdELIQQQgjhXNY+PwkhSh7pcBJCiHuOHj1KvXr1ABgwYABDhw5l/vz5LFmyJEu9I0eO0KRJE/PnTZs2RafTFWqsQgghhBBFgbXPT5988glPP/00zz//PH5+ftSuXZvz5887I2QhRCGRDichhACio6OJjY01PzABfPbZZzRs2JCXX36ZY8eOmY9n7nC6du0aM2fO5LHHHiv0mIUQQgghnMmW56djx46xc+dORo0axe3bt6lTpw4LFixwRthCiEIiHU5CCMF/6w9kfmByd3dn+fLluLq68sQTTxAfH2+uO2HCBAICAujYsSMtWrTg448/dkrcQgghhBDOYsvz07Fjx5g2bRrNmzdHo9FQrVo1ZMN0IYo36XASQgj+22El8wMTQHh4OIsWLeLcuXMMHDiQxMREoqKiiI6O5vbt20RERPDBBx/g4eHhjLCFEEIIIZzG2ucng8HAyZMn6dGjh7nOiRMnqFmzZqHGK4QoXCpFupWFEMJqO3fu5NlnnyUqKsrZoQghhBBCPBAiIiJo164dMTEx5mPh4eGsWLGCBg0aOC8wIYRDyQgnIYSwwZEjR6hdu7azwxBCCCGEeGAcO3aM+vXrmz9PSEjg6tWr8kwlRDEnHU5CCGED6XASQgghhLDN/R1Ox48fp3r16ri6ujoxKiGEo8mUOiGEEEIIIYQQQghhVzLCSQghhBBCCCGEEELYlXQ4CSGEEEIIIYQQQgi7cnF2AMWN0Wjk2rVr+Pj4oFKpnB2OEEIIIXKhKAoJCQmULVsWtVr+BudM8vwkhBBCPBhseX6SDic7u3btGhUqVHB2GEIIIYSw0uXLlylfvryzwyjR5PlJCCGEeLBY8/wkHU525uPjA5hefF9f3xzr6HQ6Nm7cSLdu3dBqtVa3be151tTLq46l8vyWFQWOjs8e7eenDVvOcVZ+FPXcAMkPa+tKfkh+FJf8iI+Pp0KFCuaf3cJ5HPX8VJLz257k+5/khyWSH5Iflkh+FL/8sOX5STqc7CxjGLivr6/FByZPT098fX1t7nCy5jxr6uVVx1J5fsuKAkfHZ4/289OGLec4Kz+Kem6A5Ie1dSU/JD+KW37IFC7nc9Tzk+S3fcj3P8kPSyQ/JD8skfwovvlhzfOTLFgghBBCCCGEEEIIIexKOpyEEEIIIUSBffzxxzz00EPUqVOHpUuXOjscIYQQQjiZTKkTQgghhBAFcuzYMZYtW8aBAwdQFIWOHTvSu3dv/P39nR2aEEIIIZxEOpycRKVSkZaWhsFgsPocnU6Hi4sLqampFs+zpl5edSyV57esKHB0fPZoPz9t2HKOs/KjoK+NVqtFo9HYfJ4QQgjHO3XqFC1btsTd3R2A+vXrs379ep5++mknRyaEEEIIZ5EOp0KmKAoxMTGEhoZy6dIlmxYqVRSFkJAQLl++bPE8a+rlVcdSeX7LigJHx2eP9vPThi3nOCs/7PHa+Pv7ExISUiRzSwghirJ//vmHWbNmceDAAa5fv87KlSvp27dvljrz5s1j1qxZREdHU79+fT7//HOaNWtmVft16tRh+vTp3L17F0VR2LZtG9WrV3fAnQghhBDiQSEdToUsOjqa+Ph4QkJCCAgIsGnEhtFoJDExEW9vb9Tq3JffsqZeXnUslee3rChwdHz2aD8/bdhyjrPyoyCvjaIoJCcnExsbC0BoaKhN5wshREmXlJRE/fr1eeGFF3j88cezlf/888+MGzeO+fPn07x5c+bMmUP37t2JiIggKCgIgAYNGqDX67Odu3HjRmrXrs3o0aPp1KkTfn5+tGjRwuIzTlpaGmlpaebP4+PjAdNoWJ1Ol+M5GcdzKy/oOdbUzauOpfLcyvJzX4XN0THao33JD+eR/JD8sETyo/jlhy3tSYdTITIYDNy9e5cyZcqg1Wrx8PCw6Rdvo9FIeno67u7ueXY45VUvrzqWyvNbVhQ4Oj57tJ+fNmw5x1n5UdDXxsPDA4DY2FiCgoJkep0QQtigR48e9OjRI9fy2bNnM3ToUAYPHgzA/PnzWbNmDQsWLGDChAkAHD582OI1XnrpJV566SUAhgwZQrVq1XKtO2PGDKZPn57t+MaNG/H09LR4nU2bNlksL+g51tTNq46l8tzK8nNfhc3RMdqjfckP55H8kPywRPKj+ORHcnKy1XWlw6kQZfQEenp6FuleaCGKqoxfQnQ6nXQ4CSGEnaSnp3PgwAEmTpxoPqZWq+nSpQu7du2yup2MPwhERESwd+9e5s+fn2vdiRMnMm7cOPPn8fHxVKhQgW7duuHr65vjOTqdjk2bNtG1a1e0Wq1VMdlyjjV186pjqTy3svzcV2FzdIz2aF/yw3kkPyQ/LJH8KH75kTEq2RrS4eQEsv6MEPkjXztCCGF/N2/exGAwEBwcnOV4cHAwp0+ftrqdRx99lLi4OLy8vFi4cCEuLrk/Zrq5ueHm5pbvmIUQQghR9EmHkxBCCCGEKDBbRkNlmDdvHvPmzTPvXipT6oo2mRIj+WGJ5IfkhyWSH8UnP2RKnRBCCCGEsEpgYCAajYaYmJgsx2NiYggJCXHotUeOHMnIkSOJj4/Hz89PptTJlBiZEiP54ZD2JT+cR/Kj+OWHLVPqit6qzkJYYdq0aTRo0MBu7YWFhTFnzhzz5yqVilWrVtmt/YKwJpZbt25RrVo1oqKiCiUme8l8bzdv3iQoKIgrV644NyghhChhXF1dady4MZs3bzYfMxqNbN68mZYtWzoxMiGEEEI8yGSEk7DKjRs3mDJlCmvWrCEmJgZ/f3/q16/P1KlTad26NWDqtLl48SJg2lGsSpUqjBkzhiFDhtg9nvHjx/PKK6/Yvd0M169fp1SpUg5r394++OADevbsSVhYGABHjhzhww8/ZPv27dy8eZOwsDBefvllxowZ49xALQgMDGTAgAFMnTqV77//3tnhCCFEsZKYmMi5c+fMn0dGRnL48GECAgKoWLEi48aNY+DAgTRp0oRmzZoxZ84ckpKSzLvWOYpMqbPtus4mU2IkPyyR/JD8sETyo/jkh0ypE3b3xBNPkJ6ezuLFiwkLC+PChQvs2bOHW7duZak3ffp0+vfvj0aj4bfffmPo0KGUK1fO4lbM+eHt7Y23t7dd28zM0VMI7Ck5OZkFCxawfPly87EDBw4QFBTE0qVLqVChAjt37mTYsGFoNBpGjBhht2tn/IKgVttnsOTgwYNp3Lgxs2bNIiAgwC5tCiEefOo9XxEcdxvo6exQHlj79++nY8eO5s8zdogbOHAgixYton///uY/LkVHR9OgQQPWr1+fbSFxe3P4lLq468T8bzTB//cNWm/Lf0gqblMe7EmmxEh+WCL5IflhieRH8csPmVJXBOh0uhz/KYqCoigAKIqCwWAgMTXdqn9JaTpS0g0kpekKXC8p7b9YjEZjtn+ZY7x9+zb//vsvM2bMoH379lSsWJHGjRvz5ptv0rt3b/M5YOoICg4OpnLlyrz++usEBASwcePGHK+R8U+lUvHVV1/Rq1cvPD09qVWrFjt27ODMmTN06NABLy8vWrVqxdmzZ83nTJ06lQYNGpg/37JlC82aNcPLywt/f39at25NZGQkRqORs2fP0qdPH4KDg/H19aVTp05s2rQpSwwZ95o5phUrVpg/3759Ow0aNMDd3Z0mTZqwYsUKVCoVBw8eNF9fpVLx119/0bFjR7y9vWnVqhWnTp3Kcp2VK1fSqFEj3N3dCQ8PZ9q0aaSnp5vLIyIiaN++PSEhIdSpU4cNGzYAWHz9Vq9ejZubG02bNjXfw6BBg/j0009p27YtYWFhPPvsswwaNIgVK1ZkeW8zt5NxD7dv3zbXOXToECqVigsXLmA0GlmwYAH+/v788ccftGjRAg8PD6KiotizZw9dunQhMDCQUqVK0atXLw4cOJCl/TNnztCzZ088PT2pXbt2jvdWq1YtypYty2+//Zbr/SqKkuvXlz3+Wfr6LSrt56cNW86xpm5edSyV51bm6Ne+qLx/kh825selfag3T6PFhU8xXNrrkNe8JOjQoYP5537mf4sWLTLXGTVqFBcvXiQtLY09e/bQvHlz5wVsJ25/jqTyra24L+sDcZedHY4QQghRoqiUjN8sRYFkHhJ+5swZli1blm1IuIuLCyEhIVSoUAFXV1cAUtINtJy92xkhs2tcCzxcNXnW0+v1VK5cmeeff56pU6fmuo1xvXr1GD58OMOHDzd3hAwaNIjRo0czbdq0XNsvVaoUZcuW5b333qNu3bpMmzaNY8eOERYWxujRoylfvjyvvPIKvr6+5lE8H374IWvWrOHff/9Fr9dTpUoVBgwYwAsvvEB6ejoHDx6kTZs2VKhQgWPHjrF//36aN2+Om5sbP/30E1988QV79+6lQoUK2WLPiGnp0qX06tWL+Ph4GjRoQNeuXXn11Ve5fPkykyZN4ty5c/zzzz/UrVuX7du388gjj9CkSROmTZtG6dKlGTduHAaDwdyxsnPnTp5++mlmzpxJy5YtiYyMZOzYsTz77LO8+eabGI1G2rRpQ1BQEO+++y7x8fFMmjSJo0ePmmPJyYQJEzh37lyWEU45GTZsGGlpaSxevDjH8ox7iIqKws/PD4Bjx47Rrl07jhw5QsWKFVm2bBljx46lYcOGvPPOOwQEBFCuXDn279/P9evXadiwIYqiMG/ePDZs2MD+/fvx8fGx6d5eeOEF3N3d+fLLL7PFmJ6ezuXLl4mOjkav11u8XyHEg09t1NE+Ygq+qVe56t+M/ZVH2bX95ORknn32WeLi4nIdVSMcy5rnp4JwiztP88g5lFLiSHXxZW/4WO54VbVb+0IIIURJY8vzk0ypsxNrhoSnpqZy+fJlvLy80Ol0+Pj44KIzOCliEx8fH1QqVbbjiqKQkJBgLl+wYAEvvfQSCxcupGHDhrRo0YLnn3+e+vXrm89Rq9VMmzaN999/n7S0NPR6PQEBAYwYMSLPRBw8eDADBw4EYNKkSbRu3ZrJkyfz2GOPATB27FhefPFFcztubm5oNBp8fX25ffs28fHxPP744+Z4mjZtam67devW5nWmFEWhSpUqrFu3jm3btjFy5Ehz7O7u7lni9PDwwNfXl2XLlqFWq1m4cCHu7u40a9aMO3fu8NJLL+Hl5YWvr6/54fj999+nWbNm+Pj4MGnSJB555BFcXV1xd3dn9uzZTJgwgZdeegkwdXIlJCQwYcIE3n//fTZu3MjZs2fZsGEDPj4+5te+V69e5lhycv36dSpWrGjx/dy5cycrV67kzz//xMfHJ8t7myHjHjKunZCQYD7m7e2Nr68v7u7u6HQ6vvrqK8LDw81t9O7d29yOoijMmTOHsLAwDh06RO/evc339ttvv1G9enVUKlWu91apUiUOHz6c4/2mpqbi4eFBu3btcHd3z/H1KAidTob8WlM3rzqWynMrc/Rrbw+SH4WfH+ptM9CkXkXxDORohYFOHRIuHMPRU+oGLtzH9JT3WOo5myr6SNqen4nhkc9QHnoiX+3L9z/5/if5kZ3kh+SHJZIfxS8/bHl+kg4nB9FqtdneVIPBYP5FG0w7dHm5aTn5Tner2jQajSTEJ+Dj62NxzRxr6hmNRnQpSahUqhzrZEwzyyh/6qmneOSRR/j333/ZtWsXq1ev5rPPPuO7775j0KBB5vPGjx/PE088QUJCAm+++SYjRoygevXqed5b/fr1zXGEhobmeCw1NZXExER8fX3Nr6FarSYwMJBBgwbRo0cPunbtSpcuXejXr5+5ncTERKZNm8aaNWu4fv06er2elJQULl++nOXe738t1Go1arWas2fPUq9evSx/cW3RokWWOhnnZXR4qVQqypUrB5h2X6tYsSJHjhxhx44dfPDBB+Z2DAYDqamppKamEhERQYUKFShXrhzx8fGoVCpzR1nma9wvNTXV3PmS0/t5/PhxHnvsMaZOncrDDz+c7b3NfL8Z/2fO0fvv09XVlfr165OQkGBuIyYmhrfffptt27YRGxuLwWAgOTmZK1euoFarzfcWGhpqPie3e/P09CQ5OTnH+82ILaevL3t6ENrPTxu2nGNN3bzqWCrPrczRr709SH4UUn7cPAk75wBg6DGL9Asau7/2RT3XSiJ75FZmr3apxgsLb/NI8mS+8viK9oZ9uKx6Ce5cgA4TIYc/0sj3v9zJ9z/JD0skPyQ/LJH8KD75YUtb0uHkZCqVCk9X694Go9GI3lWDp6tLnh1OedUzGo3Ep2Z/yLLE3d2drl270rlzZ0aPHs1rr73G1KlTs3Q4BQYGEh4ejq+vL7/++it169alSZMm1K5d22LbmZM2o5Mjp2MZnSX3W7hwIaNHj2b9+vX8/PPPvP3222zatIkWLVowfvx4Nm3axMcff0x4eDgGg8E89c7eLMWcmJjI9OnTefzxx7OdV5DROoGBgdy5cyfHspMnT9K5c2eGDRvG22+/bXPbGYuCZ+bh4ZFtFNXAgQO5desWc+fOpUKFCuh0Orp3756v1/j27duUKVPG5vOEEMWIIR1WjQTFALUfRan5CFxY6+yoRCGwtLZW5jW+rPVQiBfj6hr46WppBseMYaLrzwxV/wl/z8R4IwJD789B62F1+3nVsVSeW1l+7quwOTpGe7SfnzZsOUfyI3eSH5Iflkh+FL/8sKU96XAS+Va7dm1+//33XMsrVKhA//79mThxosV69tKwYUMaNmzIxIkTadmyJcuWLaNFixbs2LGDQYMG8dhjj2E0Grl27RpRUVFWt1ujRg2WLl1KWlqaef2qffv22Rxfo0aNiIiIoGrVnNeOqFWrFpcvX+b69et4eXkBsHt33ut7NWzYkKVLl2Y7fuLECTp16sTAgQN5//33rY4zJibGPJ3hwoULVp2zY8cOvvzyS3r27InRaOTkyZPcvHnTXJ5xb9HR0ea2c7u348eP06FDB6vjFUIUP+qdcyHmGHgEQM9PnB2OcKDMazgBbNy4Mc81nGzd3jnADV6oFMeSdDXv33mGM5pQPtR+j+bkKuKijrInfCxpWn+b2n8Qtq12BNnWXPLDEskPyQ9LJD+KT34kJydbXVc6nESebt26xVNPPcULL7xAvXr18PLy4t9//2XWrFk8+uijFs8dM2YMderUYf/+/TRp0sQh8UVGRvLNN9/Qp08fypYtS0REBGfPnmXAgAEAVKtWjRUrVvDII4+gKAqTJk3KdaRUTp599lneeusthg0bxoQJE7h06RIff/wxQI7rJeVmypQp9O7dm4oVK/Lkk0+iVqs5cuQIx48f57333qNLly5Ur16dQYMGMWXKFIxGI2+99Vae7Xbv3p2JEydy9+5dc2fO8ePH6dSpE927d2fcuHFER0cDoNFoKF26tMX2MtaUunLlCu+++y5g2k67bNmyuZ5TrVo1lixZQpMmTbh79y6vvfYaHh4e5vKMexsxYgSffPIJiYmJOd5bcnIyBw4cyDLtUAhRsvikXEZ9ZLbpk56zwLsMFOG/3IqCcfQaThnnPPJwVx7t5cKsjWf4fkcHLitBfO/+GaWSL9D90kz0/X5EF1CjWK2xYU+yBkvxW4PFniQ/JD8skfwofvkhazgJu/L29qZ58+Z8+umnnD9/Hp1OR7ly5RgyZEieHSK1a9emW7duTJkyhbVrHTMdwtPTk9OnT7N48WJu3bpFaGgoI0eONC/OPXv2bF544QVatWpFYGAgr7zyCikpKVa37+vry59//snw4cNp0KABdevWZcqUKTz77LM2TYXr3r07q1ev5p133mHmzJlotVpq1qzJkCFDANP6RCtXruTFF1+kS5cuhIWF8dlnn/Hwww9bbLdu3bo0atSIlStXMmbMGACWL1/OjRs3WLp0aZbRT5UqVcpz1FK9evVo3bo1Wq2WDz/8kC+++IIxY8bQrVu3XM/5/vvvGTZsGI0aNaJChQq89dZbTJ061VyuVqv57bffGDx4MC1atMj13n7//XcqVqxI27ZtLcYohCimjHoaXfwWlVEHNXpBnewLO4vizd5rON1/zuRH6lAt2Je3V6nomTKNHz1nUz7+CtrFvVD1nW+3GIrCGhuOIGuwSH5YIvkh+WGJ5EfxyQ9Zw0nYlZubGzNmzGDGjBnAvfWf4uPx9fXNskZUVFSUuSyz9evXW2xfUZQsn4eFhWU71qFDhyzHpk2bxrRp0wAIDg5m5cqVubYfFhbGli1bssT+2muvZYvdUkytWrXiyJEj5s9//PFHtFqteXe4jPgy33+DBg2ytdO9e3e6d899kfjq1avz999/Z3l9728jJ2+//Tavv/46r7zyinm3wIzX5355je569dVXmTp1qjmGF154wVw2aNAgBg0alK2Nhg0bmqcZZrwGzz//fJbXuHr16qxbty5L3tx/b3PnzmXKlCl53q8QonhS756Hf0oUirs/qt6zc1zQWRRv9l7DKadznmgYSjk/N0b9dJieSVP4zuMLmumOovl1AFXK9keX3sWm9qwtlzVYHNu+rMHiPJIfkh+WSH4Uv/yQNZyEsLMffviB8PBwypUrx5EjR3jzzTfp169flmljztSrVy+OHz/O1atXqVSpkrPDyZebN2/y+OOP88wzzzg7FCGEM9yIQP3PTAAMXd/HxSfEyQGJwlAYazjlds6oGvDtaS+eTRnPu9rFPKPZTJ1rP3FxwXWOlB+Ios79MflBWGPDEWQNluKzBosjSH5Iflgi+VF88kPWcBLCzqKjo5kyZQrR0dGEhoby1FNP2bQQd2EYPnx4rutePAgCAwN54403nB2GEMIZjAb4fSQqQzoxvvUIqNvP2RGJQlJYazjlds5jKTpe+ekIEy+8wBljOSZrl1Dp1t9U8NJheGIReAbY1F5RWmPDnmQNluK3Bos9SX5Iflgi+VH88kPWcBLCzt54441i3xmSedqiLYuqCyFEge3+Eq7sQ3Hz4XCFF+gkU+lKLEev4XS/QK2WH15szpTfT7Bw78NEKiHMd/8C90s7US9+GJ79BQKr2RxDUVhjwxFkDZbiswaLI0h+SH5YIvlRfPLDlrbUeVcRQgghhHCQm+dgy3sAGDq/Q6prQB4nCGFfWo2aDx6rw6QeNfjbWJ8+KVO5oQmG2xfgu85wfquzQxRCCCEeSNLhJIQQQgjnMBrhj1GgT4XwjigN/s/ZEYkSSqVSMbhVJYbUNHJVG8bDSdM4rq4JqXGw9AnY972zQxRCCCEeODKlTgghhBDOcWABXNoFWi/o85nsSicKZZc6S3XrlFJYOrgRI386xhNxE5jt/h29lO2wZhyG2Ah07SdbbK8o7SJkT7LLVPHbZcqeJD8kPyyR/Ch++SG71AkhhBCiaIu/DpummT7uMhX8K0IRfmAWjuHMXepyc+noLoZXhe8jtIxMHM4pl1DGu/yKZt/XxEfsxiVsxAOxi5AjyC5TxWeXKUeQ/JD8sETyo/jkh+xSJ4QQQoiiS1HQbHgD0hOgXBNoOsTZEQkncfYudZbqPqYzMGHlCb449hjnjWX5zG0+IfFHaHvmXbQDV+ASGG7T9WSXKce2L7tMOY/kh+SHJZIfxS8/ZJc6UawsWrSIsWPHcvfuXQCmTZvGqlWrOHz4sFPjKmqxCCHEgyI0bj/qyHWgdoE+n4Na4+yQRBFR2LvUWaqr1Wr5/NlGVN9yjtmb4PHUMvzgOZtSqVdQlvRE9fQyqNjc5uvJLlOObV92mXIeyQ/JD0skP4pPfsgudcLubty4wfDhw6lYsSIeHh7UqFGDhx9+mB07dpjrhIWFodFoKFWqFN7e3tStW5fvvvvO7rGMHz+ezZs3271dIYQQhSDlLvUu/2D6uM2rEFzbufEIYYFKpWJ052p88WxDzmiq0iNpOmeohCr5JizuDUd/cXaIQgghRJElI5yEVZ544gnS09NZvHgxYWFhXLhwgT179nDr1q0s9aZPn07//v3RaDT89ttvDB06lHLlytGjRw+7xeLt7Y23t7fd2hNCCFF4NFumo9XHoZSuiqrteGeHI4RVetcrS/lSngxZvI++iVOZ5z6fjoa9sGIo3IiAjm+BWv6OK4QQQmQmPxlFnu7evcu///7LzJkz6dixI5UqVaJx48ZMmDCBPn36ZKnr4+NDcHAw4eHhvPnmmwQEBOS5SNns2bOpW7cuXl5eVKhQgREjRpCYmJhr/WnTptGgQQPz53q9ntGjR+Pv70/p0qV58803GThwIH379jXX6dChA6NHj+bNN9+kcuXKlC1blmnTpmW7zyFDhlCmTBl8fX3p1KkTR44cyVLnww8/JDg4GB8fH1588UVSU1Mtv3hCCCH+E7Ud9eElABh6fgpadycHJIT1GlTw57eXmlPK040XUkfzjfHeM9C/H8OvAyE9ybkBCiGEEEWMjHByNkUBnZWrvBuNprrpGst/RbOmntFourYVMkYUrVq1ihYtWlg1Z9NoNLJy5Uru3LmDq6urxbpqtZrPPvuMypUrc+HCBUaMGMEbb7zBl19+aVV8M2fO5Mcff2ThwoXUqlWLuXPnsmrVKjp27Jil3uLFi3n11Vf566+/OHbsGC+88AKtW7ema9euADz11FN4eHiwbt06/Pz8+Prrr+ncuTNnzpwhICCAX375hWnTpjFv3jzatGnDkiVL+OyzzwgPz75oqBBCiPvoUuGP0QBElu5I+YotnRyQKIp0Ol2+toS21J6151hTt4yXC2PqGFh3N4QPzjzNGU0oM12/R3PqD5TbkegfX5RrG7KtuWPbLwr58SBta25Pkh+SH5ZIfhS//LClPelwcjZdMnxQ1qqqasDfTvXUACNPAX55tufi4sKiRYsYOnQo8+fPp1GjRjRv3pwBAwZkGWkEMGHCBCZPnkxaWhp6vZ6AgACGDLG8+9DYsWPNH4eFhfHee+/x8ssvW93h9PnnnzNx4kQee+wxAL744gvWrl2brV69evWYMmUK8fHxNGzYkC+//JLNmzfTtWtXtm/fzt69e4mNjcXNzQ2Ajz/+mFWrVrF8+XKGDRvGnDlzePHFF3nxxRcBeO+99/jrr79klJMQQljjn4/g9nkU72BOlutPeWfHI4qEefPmMW/ePAwGAwAbN27E09PT4jnO3rbaTQN9AqJRhapZfr09UanBfO/2KX4xx1B92wn/8LFYakK2NXds+87OD2vqFIVtzR1B8kPywxLJj+KTH8nJVg6YQTqchJWeeOIJevXqxb///suuXbtYvXo1n332Gd999x2DBg0y1xs/fjxPPPEECQkJvPnmm4wYMYKqVatabPuvv/5ixowZnD59mvj4ePR6PampqSQnJ+f50BkXF0dMTAzNmjUzH9NoNDRu3Bij0Zilbr169bJ8HhoaSmxsLABHjhwhMTGR0qVLZ6mTkpLC+fPnATh16hQvv/xylvKWLVuydetWizEKIUSJF30cdswFwND9I/QXVE4OSBQVI0eOZOTIkcTHx+Pn50e3bt3w9fXNsW5R2ra6e7eu9NZq+fXAFab8oaJX2rss9fyUMP1F2pz9AH3vz1DXe8qq9mVbc9nW3FKZ5Ifkh6UyyQ/JD0tljnrt4+Pjra4rHU7OpvWESdesqmo0GolPSMDXxwe1hSl11tQzGo2QorcpVHd3d7p27Urnzp0ZPXo0r732GlOnTs3S4RQYGEh4eDi+vr78+uuv1K1blyZNmlC7ds67EEVFRdG7d2+GDx/O+++/T0BAANu3b+fFF18kPT09zw4nW9z/RaZSqcydUomJiYSGhrJt27Zs5/n7+9stBiGEKHGMBvjjFTDqoWZvlJq94EL2UahCgH22jC7oObbE8GyLylQu48vwHw/QK2kK8z2+pK1yAM2fwyHuAnSYlG15A9nW3LHtF6X8yE+55Idj25f8cB7Jj+KTH7a0JYuGO5tKBa5e1v/Tetqvnqpgf2GuXbs2SUm5L5BZoUIF+vfvz8SJE3Otc+DAAYxGI5988gktWrSgevXqXLtmXQccgJ+fH8HBwezbt898zGAwcPDgQavbAGjUqBHR0dG4uLhQtWrVLP8CAwMBqFWrFnv27Mly3u7du226jhBClDh7v4FrB8HNF3p+7OxohLC7llVK8/vI1oQGlWFgyqt8a+hlKvhnliwmLoQQokSTDieRp1u3btGpUyeWLl3K0aNHiYyMZNWqVcyaNYtHH33U4rljxozhzz//ZP/+/TmWV61aFZ1Ox+eff86FCxdYsmQJ8+fPtym+V155hRkzZvD7778TERHBmDFjuHPnDiobOtS6dOlCy5Yt6du3Lxs3biQqKoqdO3fy1ltvmWMfM2YMCxYsYOHChZw5c4apU6dy4sQJm2IVQogS5e4l2Pyu6eOu08E31LnxCOEglUp7sWJEK9pUK8P7uucYr3sJg8oFTv0BCx6GuKvODlEIIYQodNLhJPLk7e1N8+bN+fTTT2nXrh316tXjgw8+YMiQIXzxxRcWz61duzbdunVjypQpOZbXr1+f2bNnM3PmTOrUqcOPP/7IjBkzbIrvzTff5JlnnmHAgAG0bNkSb29vunfvjru79dttq1Qq1q5dS7t27Rg8eDDVq1fn6aef5uLFiwQHBwPQv39/Jk+ezBtvvEHjxo25ePEiw4cPtylWIYQoMRQFVo8DXRJUbAWNBjk7IiEcytddy9fPNaR9qJHlhvb0T51EgsYPoo/Ctx1RXbVt9LUQQgjxoJM1nESe3NzcmDFjhrkjyGg0Eh8fj6+vb5Y1oqKiosxlma1fv95i+6+++iqvvvpqlmPPP/+8+eNBgwZlWSdq2rRpTJs2zfy5i4sLn3/+OZ9//rk5vlq1atGvXz9znYy1mTIvJL5q1aos1/Tx8eGzzz7js88+yzXWSZMmMWnSpCzHZs6cafH+hBCiJFKdXAHnNoHGFR6Zm20dGyGKIxeNmsfDjHRpWofpq1X0SH6HpZ6zCUu8iGZpH8qVGwz0dHaYQgghRKGQDicH0el06HS6bMcURUFRFAAURcm2k5ol1p5nTb286lgqz2+Zo1y8eJGNGzfSvn170tLSmDdvHpGRkTz99NOFHp892s9PG7ac46z8sMdrYzQaURQFnU6HRqPJVxuWZHzN3v+1W5Taz08btpxjTd286lgqz63M0a+9PUh+WJ8fWn0Smo2TATC0HofRvzLcd25RyI+inG/iwfZ00/JUCfZhxI8H6ZU0ha89v6KNfj9NLn6FYZsndH5bOmGFEKKYW7L7Ip9vPsu3zzd0dihOIx1OdjJv3jzmzZuHwWAAYOPGjdl2WHNxcSEkJISkpCRcXV1JSEjI17WsPc+aennVsVSe3zJ7S0pKYsGCBbz++usA1KxZk5UrV1KuXLlct2x0dHz2aD8/bdhyjrPyoyCvTXp6OikpKfzzzz/o9bbtsmiLTZs2Oaxte7WfnzZsOceaunnVsVSeW5mjX3t7kPzIu269a7+gSr5Jglso2+KqYVybfVe6opAfycnJdm1PiMxaVQlk1YjWvLh4HwNujOUt1595Uf0nmh2fwO2z8Nh80yYuQgghiqXJq44D8Olf53istJODcRLpcLKTkSNHMnLkSOLj4/Hz86Nbt274+vpmqZOamsrly5fx8vJCp9Ph4+Nj08LWiqKQkJCQ53nW1MurjqXy/JY5Su3atdm1a5dVdR0dnz3az08btpzjrPywx2uTmpqKh4cH7dq1s2mNLmvpdDo2bdpE165dHbJtqz3az08btpxjTd286lgqz63M0a+9PUh+WFfXELUL90NbAfB4aj4PV2ptdRuFnR+5/VFCOE9OI8Qzl2X+39r2rD3HESM8y/m58svQZoz95SjvnnuGU5qyzHT9Hs2pP1BuR6Lv9yM6jzJWx+gsMsJTRgBbIvkh+WFJSc2PjNkdABoVFuta015Ryg9b2pMOJwfRarXZHooNBgMqlcr8y7ZKpcqyBlJeMqYh5XWeNfXyqmOpPL9lRYGj47NH+/lpw5ZznJUf9nht1Go1KpUqx68ve3oQ2s9PG7acY03dvOpYKs+tzNGvvT1Iflioa9DhsulNAIz1nsGlaod8Xa+w8qOo51pJYM0I8fs5ewSfNXXuL38sEFSJapZHtycqNZjv3T7FL+YYhq/asj98LHhVkRGedmr/QcwPa8okPyQ/LJVJfhS9/LidBhndLcl3YiGg+OSHLSPEpcPJCTL3dgohrCdfO0IUcbvmoYo9SZrGG3XnabIVrsiTNSPEMxSFEXwFGeH5sE7HtKV/sSKqFr3S3jMtJq6/SNvzH3Kg/AvU7j+lyHaCyghPGQFsieSH5IclJTU/tp25AQcPARAQFAJcc1h+XL6VwNHd/9KtW9EbIS4dToUo401OTk4ust8QhCjKMnrT5etHiCLozkXY9iEAJ8o9Q13PErpYgSgQe4yuLOg5jhzh2TpYoXf7Rrzy01F6JU1hvudXtDXcW0x8hyeaIr6YuIzwlBHAlkh+SH5YUtLy4/zNFPPHCWkG8HFMfizYHsk7q0/ycHk1vYrgCHHpcCpEGo0Gf39/bty4gY+PD1qt1qadtoxGI+np6aSmpuY5pS6vennVsVSe37KiwNHx2aP9/LRhyznOyo+CvDaKopCcnExsbCz+/v4O2aFOCFEAigJrXwd9CsaKrbgc0Ia6zo5JiCKqZXhpVo00LSY+8MZYJrn+zBBZTFwIIYqVi7eSzB/fTXHcGlvvrD4JwPorRe93b5AOp0IXEhKCwWDg+vXrJCQk2LxoeEpKCh4eHnkuGp5XvbzqWCrPb1lR4Oj47NF+ftqw5Rxn5Yc9Xht/f39CQkLyda4QwoFO/QFnN4Bai6HHJ7D3rLMjEqJIqxzoxcoRrRm17CDvnX2G05kWE+dOFDzzE/iVc3aYQggh8ulGQpr54/gUx+2uXdRJh1MhU6lUBAcHc/DgQTp16oSLi/VvgU6n459//qFdu3YWh7FZUy+vOpbK81tWFDg6Pnu0n582bDnHWflR0NfG1hGBQohCkhoP60wLhdPmVQisBkiHkxB58fPQsnBQU6b/cZwle0yLiS/ynIt39FH4tiM8vQzKN3F2mEIIIfLhZmK6+eM4B45w0qhVGIxFd51b6XByEkVRcHNzs+kXb41Gg16vx93d3eJ51tTLq46l8vyWFQWOjs8e7eenDVvOcVZ+FPXcEELk05b3IOE6BIRD29ecHY0QDxQXjZopvWuRGhvFiou1eDj5HX70nE2lxIuwsCf0/RLqPunsMIUQQtjoZmKmEU6pehy195FLEe9wKpoT/YQQQghR9F09CHu/MX3cazZo3Z0bjxAPqDYhCgsGNCLBvSw9k6bwr7oJGNLgtxdNnbpGo7NDFEIIYSVFUbJ0OBmMCmkGx1xLqynaXTpFOzohhBBCFE0GPaweCyhQtx9U6ejsiIR4oLWqUpqVI1oRHBjIwOSxfGfsYyr4Zxb8OhDSkyw3IIQQokhISjeQqsv6h4IkBy3jpNUUvXWTM5MOJyGEEELYbu83cP0IuPtB9/edHY0QxUJ4GW9WjmhNq6pBvJf+NON1L2FQuZgW5l/wMMRdcXaIQggh8nDz3oLhnq4agnzcAEhx0AgnFxnhJIQQQohiJf4abL3XydRlOngHOTceIYoRP08tCwc3ZUDLSiw3tKdf6lskaPwh+ih82wmu7Hd2iEIIISzImE4X6O2Gv6dp7dokvWNGImnVMsJJCCGEEMWIZuNESE+ECs2h0UBnhyMK2WOPPUapUqV48snsi1mvXr2aGjVqUK1aNb777jsnRFc8aDVq3nm0Du8++hCHVTXpkTydKE0YJMaYFhM/ttzZIQohhMjFfx1Orvh5mDqcUhw0pU5GOAkhhBCi2AiJO4g6Yg2oXaD3HFDLo0RJM2bMGH744Ydsx/V6PePGjWPLli0cOnSIWbNmcevWLSdEWHw83zKMxYObEe8WSq+kyWxXN5XFxIUQooi7kZgOmEY4+Xm4ApDssA4nGeEkhBBCiOIgPZG6l+91NLQcBcG1nRuPcIoOHTrg4+OT7fjevXt56KGHKFeuHN7e3vTo0YONGzc6IcLipU21QFaNbE1QYCADksfwnZJ5MfEBspi4EEIUMbHxqQCU8XEzj3ByVIeTa6YRTjpD0fsjhHQ4CSGEEMIq6n8+wlN3G8WvIrR/09nhiBz8888/PPLII5QtWxaVSsWqVauy1Zk3bx5hYWG4u7vTvHlz9u7da5drX7t2jXLlypk/L1euHFevXrVL2yVdeBlvVo1oTcuqZXgv7Wle072MQaWFU3/KYuJCCFHEXLmTAkD5Up7mNZySHbSGU+YRTinpDlqZvABcnB2AEEIIIR4A0cdQ7/0aAMPDH+Hi6unkgEROkpKSqF+/Pi+88AKPP/54tvKff/6ZcePGMX/+fJo3b86cOXPo3r07ERERBAWZFn9v0KABen32P8Vu3LiRsmXL2iXOtLQ00tLSzJ/Hx8cDoNPp0Ol0OZ6TcTy38oKeY03dvOpYKs+tzNoYPbXw7f815L21p1m2tx1RqcEs8pyLT/RRlG86YnhqCUq5xhbbyK/8vPaF3X5Jzw9nkvyQ/LCkJObH5dumkaehvq6kppvKk/WOyQ9FUcwfJ6Sk4XtvRJU1beaXLe1Jh5MQQgghLDMaYfWrqBQDV/2bEVS1i7MjErno0aMHPXr0yLV89uzZDB06lMGDBwMwf/581qxZw4IFC5gwYQIAhw8fzte1y5Ytm2VE09WrV2nWrFmOdWfMmMH06dOzHd+4cSOenpY7Mzdt2mRzbLacY03dvOpYKs+tzNoYm2sgvbKKFZHV6ZE8ncVuH1Ml6TKqxb05XPFFrga0sqqd/MjPa1/Y7Zf0/HAmyQ/JD0tKUn6cu64BVFw6eZCrSSpAQ7LeMflx+67pWgCbtv5DkIftbdoqOTnZ6rrS4SSEEEIIyw4vhSv7UFy9OF7uWTo5Ox6RL+np6Rw4cICJEyeaj6nVarp06cKuXbsK3H6zZs04fvw4V69exc/Pj3Xr1jF58uQc606cOJFx48aZP4+Pj6dChQp069YNX1/fHM/R6XRs2rSJrl27otVqc6xTkHOsqZtXHUvluZXl5756Ar3O3WL0z0fokzqNrz2/oo1xP00uzqdheU+M7SeAyn4rZ+QnxsJuX/LDeSQ/JD8sKWn5kaY3Mnb3XwD069WZHedvszzyGMl6HJIfc8/ugGTTiKpGzVpQr0JAge7LGhmjkq0hazgJIYQQInfJt2HTVACM7d4k1TUgjxNEUXXz5k0MBgPBwcFZjgcHBxMdHW11O126dOGpp55i7dq1lC9f3txZ5eLiwieffELHjh1p0KABr732GqVLl86xDTc3N3x9fbP8E7ZpU7U0vw5rTmBAaQYkj+X7e4uJa3bMRvPbC7KYuBBCOEF0XCqKAu5aNQFerg5fwynzQuGyhpMQQgghHiybp0PKbQiqjbHJUNhQ+MP2f9xziZtxRXvb35Lkr7/+yrWsT58+9OnTx+q25s2bx7x58zAYTA/JMqXOdi+Fw0K9mnfjn+akOpSZrt/jErGa+C+OsSd8LKmuOXf65UdJmhJTkLpFKT8Kk+SH5IclJSU/Iu6aptD5uRhYt24dUQkALqQYHJMfCUn/TanbsWc/tyKUPM8pKJlSJ4QQQoiCu3IADiw2fdzrE9AU/nD9c7EJvL8uAp1BQ8crcTSuHFjoMRQXgYGBaDQaYmJishyPiYkhJCTEKTGNHDmSkSNHEh8fj5+fn0ypy+eUh74GI++sOc1P+9oTlRbCIs+5+KdcpFvUDLssJl7SpsTkt25RzQ9Hk/yQ/LCkpOXH3b2X4dQpalYoQ8+ejYi6lcSnx3eQ5KApde8e2wbp6QDUqlufHnXL5nlOQcmUOiGEEEIUjNEAa14FFKj/DFRy3ELEuVEUhUkrj6MzKDxUykjdcjLtqiBcXV1p3LgxmzdvNh8zGo1s3ryZli1bOjEyUVBajZp3HqnF5F41OUQNeiRP56ImDFVSLJolfVAdX+7sEIUQokQ4E5MIQLUgbwB83U0dPWkGVZbpb/aSZUqdTqbUCSGEEOJBsH8BXD8Cbn7Q9R2nhPDrgSvsjbyNh1bNk5X1qFQyrS4viYmJnDt3zvx5ZGQkhw8fJiAggIoVKzJu3DgGDhxIkyZNaNasGXPmzCEpKcm8a11hkyl1tl03L4HAsJoqFp8JpGfSZOa5zaOD4SAuv79MxO61nA59vECLiZeUKTEFrVtU88PRJD8kPywpKfmx+5Rpiltq9HnWrj2HQYGMbpfVGzbjncdAI1vzIzXtvyl1B48cxz36mM1t2kqm1AkhhBAi/xJvwJZ3TR93ngzeQYUeQnyqjpnrTgMwulNVAuJPFnoMD6L9+/fTsWNH8+cZO8ENHDiQRYsW0b9/f27cuMGUKVOIjo6mQYMGrF+/PttC4oVFptTZf8pDT6DvjSSGLT3IC7fHMcntV4aofqdGzB9U8zdg6PMluHrZ1GZJmxKT37oPQn44guSH5IclJSk/FEVh8qGtgJ6nurWmdqjp59mUQ5tJTDPQsHlrqoX45SuG3MrH790EmNZtCqtag55twwt0X9aQKXVCCCGEyL9NUyA1DkLrQ5MXnBLCl1vPcyspnfAyXgxsWdEpMTyIOnTogKIo2f4tWrTIXGfUqFFcvHiRtLQ09uzZQ/PmzZ0XsHCIKmW8WP5Sc5pWLs17af15TfcyBpUWdcQaXH7oDfFXnR2iEEIUO9HxacSn6tGoVVQp420+7udh6uyJS9HZ9XqKoqA3/rdI+N1k+7ZvDzLCSQghhBD/ubgLjiwDVNBrNqg1hR7ClTspLNgRCcCkHrXQauTvY8WVTKmz7bq26h8EmiQ1v8W2IzI1hAXus/GPOYbhq3bsDR/DHa+qNrVXUqbEFLTug5If9ib5IflhSUnIj+N3TDvUBboZ2bxxvfm4Smea9rZt5z5iT2XfRc6WGDKXGxRQlP+6dA5FRLLWcN7mNm0lU+qEEEIIYTuDHta8Zvq40QAo38QpYczbdoF0vZGW4aXpXCsIvV7vlDiE48mUOsdPN+mtKPyw+xIfrINeKe/yo/ccwvSRtD0/E0PvOSh1nsqzjZI0JaYgdR/E/LAHyQ/JD0tKUn6c3HgWTkfSplY5evasY677v+h9XIm8Q3itOvRsVCFfMeRUnpJugN3/bQSi9SlNz55NC3Rf1rBlSp10OAkhhBDCZO83EHsCPEpB56lOCSFJB38evQ7A+O7VZaHwEkar1eb5UGxNnYKcY48YLJXnVpaf+7LWkHZVqRrsyyvLDtEzcTLzPefTzrAXl9+Hw62z0GkyqPMeSejIGO3VvuSH80h+SH5YUhLy49DlOACaVw7M0o6/pysASemKXfMj5b5N6WIT0wslP2xpSzqchBBCCAEJ12HrB6aPu0wDr9JOCWP/TRVpeiO1Qn1pVLGUU2IQzqPT6dDpcl6DIuN4buUFPceaunnVsVSeW1l+7is/WoeX4pdhzRi29BAD74xmktuvDFX9DttnY4w9jeHRL8HVO8dzHR2jPdqX/HAeyQ/JD0tKSn6k640cuXIXgPrlfLK05eNmWp7gdmJqvn/G5VSenJqepU5MfFqWcke99ra0Jx1OQgghhECzeSqkJ0C5JtBwgNPiuJBgGtH0SP1QGd1UAsgaTrZd1x6GV4EFZzS8H9+fU+pQPnL9Dpcza0n4oh17wseS4hqY67klYQ0We9R9kPOjICQ/JD8sKe75cS4e0vQueLsonNr7N6czPcLcjlYDao6ducDa9HMFiiFz+d00yNylE5+qZ9Wfa3HV5H6OPcgaTkIIIYSwWmDCSdTnVoBKDb0+sWpqjaNcSzI9oT1UNudtg0XxIms4OWcNlkf1Rt5Zc4qf97cjKi2ExZ5z8Uu5RNeoGRie/AGlfNMs9UvSGiwFqVtc8sNWkh+SH5aUlPz4aMMZIIrOD5WlV6+6Wepe2naOzdcu4F+mLD171stXDDmVX7mTAgf/xd1FjdFoIN2oomHrDlQK8Mz3fVlD1nASQgghhHUM6dS7vNj0cZMXoWwDp4WSnK7nRqrp41qhPk6LQziPrOFUOL8warXw4RP1qR7ix/troHvSdJZ5zyEs6QIuSx+FPp9D/acLPcaisAaLPeo+6PmRX5Ifkh+WFPf82HbmJgCda4dka6OUtzsACWkGu+aHokozHXNR44aBm6lwK0lP1WBtrufYg6zhJIQQQgirqPfMxyftOopXGVSd3nZKDP+evUFpLzeSUtNQUFHay5UgH3enxCKcS9ZwKlwDmpenYik3xv5ylJ6JbzPf82vaGfbAypcwRJ/A2PFtUKlLzBosBa1b3PLDWpIfkh+WlIT8iLyZxNnYRDRqFa0q+2drx9vVNHr7bnK6XddwSk0zfaxVq/B3gZupcPlWIo0q+Ob7vqwhazgJIYQQIm93L6Pe/jEAhk7TcPHwL/QQPt4QwRdbz+HnoWV0pyoA1AyR0U0lhazhZNt1HeWVmvDtaTcGJr/Cm9oQXtb8jmbXZ8Se3M6BSi9j0LgXSozOXoPFXnWLW35YS/JD8sOS4pwfay+b1miq7mtgx9bsbZyNUwEart28y9q1awsUQ+byK0kALhh06YT6KpyLV/HnzqNorx22qU1byRpOQgghhMjbhomodMnc9KqBX91+hX753w9f5YutpsUz41J0/H74GgClvVwLPRbhHLKGU9FZg6VvUjqj/neYDy/2J8JYjllu3xEad5Be0XNJfWwhG/eeLvZrsBS0bnHOD0tKyho9Ba0r+VE886Nzly58Mm8PkMKLXerTs35otrrlL99m3sn96DVu9OzZIV8x5FR++PJdOLoXby8PKnkn8S8Q71KKnj2b5/u+rCFrOAkhhBDCsrN/wak/UVQajlYYQNtC3hEuJj6Vt1cdz3Ls6FXTA4xaNqcrsWQNJ+f9whjir+XHoS2YtOI4vx1sQ1RKMD94zcUn9gTuS3tRquzLaLU9i/UaLPaqWxzzwxrFfY0ee9WV/HCM6wk6wsp4oCnAQ0R+Ytx7KZ5Lt1PwcXOhR92yaLXZu1hK+3gApl3kXFxcLO7Ca1N+qE3b0Wk1aip5KwCcuJ6AotLg6qLO+Rw7sKUt521DI4QQQgjn0KXC2vEAGJsNI8GjQqFeXlFg+urTJKTqqV/ej2VDmmcpV0mPkxBO4eai4eOn6jGhR00OU41uidOJ0lZBlXSD1udmoDr6s7NDFEKIbI7dVtH50+28tfJYoV/7h12XAHiicXm83HIez+PnYeqgSdcbSdUZ7XZtnd7Ullajoow7+HtoSdcbOXY1zm7XKCjpcBJCCCFKmh1z4U4k+IRibPtGoV/+yG0Vm07F4qJWMfPJeln+Cgcg3U1COI9KpeLl9lX4+v8aE+caRI+Et/hH0wKNosflz5GwaQoYDc4OUwghzNZdNj1H/LTvcqFe91IibDtzE5UKBrSslGs9L1cNapVpBNLdlHS7XV9nNLWp1ahRqaB1ldIA/Hnkmt2uUVAypc5B7L3Lii3nOWuXBFtidJaSsEuCPerKLhqSH5If2RWb/LgThcv22agAfZd30Kndrb6uPfLjRnwyyyNND4YvtatMldIeHLp0N2slRclyflHYZUUUDns/P8n3v/zrWL00/xvSlJd/PMzAuFG8oQ1huGYV7JiLMfY0hkfng5t9FviXn48PXn5kVmx+PhbgHMmP3NkjxlSdgc2nb9ChemC2UUQ6nQ5XTfbrOTpGnU7Hmkum55lH64VSwd8t1/P1ej3eLhCvg5i7yQR6Zu+GyU9+pKSZOq809/5S17tuEGuOR/P74au83rUqKsVg831Zw5b2VIqiKHa9egmVeZeVM2fOsGzZsjx3WRFCCCEKlaLQ/MJsQuKPEOvzELuqvAGFvHbTj+fU7L2hJthD4Y16BlzUEJUAnx7/7+GrRZCRZ6rYb8h5bpKTk3n22WeJi4vLdaFq4Vjy/FT0xafDdxEaLiaq6KvZziztt2jREedegT3hY0lxK+PsEIUQxdyWayp+v6ghxEPhzfqGbGs9fnlSTUScqfNnZjM97pocGrGz8/Hw2QkX1CqFtxoYCHS3XH/mEQ3XklW8XMtALX/7dMEcvqVi4RkN4T4KY+oYMCgw7YCGeJ2KJ8IMtAt1TFePLc9P0uFkZxm7rNy8edOuu6zYcp419fKqY6k8v2VFgaPjs0f7+WnDlnOclR9FPTdA8sPaupIfD25+qCLW4rJ8AIpai37YP1C6WqHmx47ztxi06AAqFH4c3Jim4YEAHLkSx5Nf7zHXe6pRKB88Vtem6+ZHfHw8gYGB0uFUBDjq+Um+/9lHYkoqQ77ZxoGbahqozrHEay4++lsonoEYnlyEUqFFgdqXn48Pdn4Uh5+PBT1H8iN39ohx4ML97LxwG4A5/erRq25IlvZ7f7qFCwmmXqg/RrSkVqhtoy9tjVFvMPLk13s4cT2Bfo3L8n7fOnm233fuZs7EqZn1RB36Nihrcww5la8+ep1Xfz1G8zB/ng29SdeuXfn1UDRT/zyFv4eWVS835cjuf5z6/CRT6hzEUbus2HKes3ZJsCVGZ5FdNGQXDUskPyQ/LHlg8yM9GTa9DYCq1StoQ2rn+7r5yY9UnYFpf54CoG2IQtPwQHO56307umg0mkLJj6KeayWRo56f5PtfwXgDz1c10rZ+deZshq6J0/jJdy5hyedwWfoYPDIXGj5X4OvIz8cHMz8yPLA/H+14juRH7goSY3ya3vxx5K2UbO3EZ5rhdTUujXoVAxwa44Kd5zlxPQEPjcLYztWsOsfnXpW7KYZ8v//3lxvvLcnt6qIxlz3XIoyf91/l5PV4xq84yTMhskudEEIIIRzt348h7hL4VYB24wv98l9tO0/UrWSCfdzoVSHrdDn1fdP6ZNFwIYoelQpGdgjny+cacVdbhh7xk/jHpRUYdfD7CNj4tiwmLoSwO0VRiLyRZP48TZ99yn1CpnW4L95Odmg8F24kMnvTGQAeCzNSxsfNqvO87/XR3Eqy46Lhhoxd6v7r1nHRqJn3XCO83VzYf/EuS86pMRqdN6lNOpyEEEKI4u7mWdjxmenjhz8EV69CvXzkzSS+2nYegLd61sA9j/HV93dACSGKjp51Q/nlpZb4+voxMHEE36ieNBXs/Bx+ehZS450boBCiWIlNSCMp/b/O7DR91o7t5HQ9acb/nhui41IdFkuqzsDIZYdI0xtpVSWAZmWs78jxdjHVvZWYZrd4Mnapc9FkfW6qHOjF1883RqtREZ2sIi7VeYvKS4eTEEIIUZwpCqwdbxqFUK0b1OxVyJdXmPL7cdINRtpVL8PDDwVnq3N/B9P9i4EKIYqWeuX9+X1kG+qUK8UHKY8zVv8KBrUbnFkPC7rDnShnhyiEKCbO30jM8nn6fSOcbiZmHTGUqnPcSMspvx/n1PV4Snu5MvPxOjbtu+LjiBFO+uwjnDK0rhrI1//XkDF1DJTydLXbNW0lazgJIYQQxdmJlXBhG2jcoMfMQt+V7s+j1/n37E1cXdS8++hDqHK4vvr+5yQZ4VRi6XS6fG0Zbqk9a8+Rbc1zl1OMpT01/PhCE95YcZxVJ1oSaSjDUu/P8Ik9ifJtJwxPLEKp2DLf7dsjRnueI/mRO0fHKPlRsvPj9LW4LJ+npOuztBV9N9liub1i/GH3JX7ZfwW1CmY/VZfSHpo8z8ncfsaUupsJqTa9x5bK03Smta1cVGQrA2hRyY9NZ+yfH7a0Jx1OQgghRHGVlgAbJpk+bjsOAsIL9fLxqTreXX0SgFEdq1KptFeODykqZIRTSTVv3jzmzZuHwWD6i/TGjRvx9PS0eM6mTZtsvo4t51hTN686lspzK8vPfRW2nGLs7gNKOTUbrlalS8I0fvT4mKrJUaiX9uVIhcFcKt2uQO3bI0Z7niP5kTtHxyj5UTLzY81ZNaDGU6OQbFARdekKa9deMpcfvqUCNObPL16+ytq1l+0a47HbKr6PUAMqelcwcDdiD5siLJ9zv4wRTlduxrF27VqbY8ip/PgV073HRF+DKoWXH8nJ1q+TJR1OQgghRHG17UNIuA6lKkPrsYV++dkbz3AjIY3wQC9eap97Z9f9HUyyhlPJMXLkSEaOHEl8fDx+fn5069Yt1y2WZVtz58krxt7AH0euM3HVCXqnTOUbn+9op9tBw0vfUS/UFWOnqaDWZG/YyvbtEWNBz5H8yJ2jY5T8KNn5MWv2v0AKbWsEs+FkLKWDQujZs4G5/NK2c3Dmgvlz/8AgevZsZLcY/z17kyXLDqNg5Omm5XnnkVqoVCqb8+N/f5o6fVKMGnr27G5TDLmVn9tyDi5fIKxieeBSoeVHfLz1a/VJh5MQQghRHMWchN1fmT7uOQu07oV6+eNX4/lhVxQA7/atg5tL7r9s3j/NTrqbSi57bCle0HNkW/PcWYrxiSYVqRzkw7AfDjAwYTgTPcoxTPkFzZ4v0dw+D098B+45dyZa0749YrTHOZIfuXN0jJIfJS8/YuNTuXInBbUKWlQJZMPJWPRGJUs7V+NNayJVDPDg0u0UdPeVFyTGzadiGP7jYdINRrrWDua9vnVxuW+9JGvvK2NKXYrOiE5R4emac1eMLflhvPfE5OriYvFce+eHLW3JouFCCCFEcZOxULhigJq9oVrXQr28UYGpf57EqMCjDcrSumqgxfr3D2iSAU5CPJgaVSzF76NaUzPUnw9S+jLGMMa0mPjZDfB9N7gd6ewQhRAPkF0XbgFQI8SXAC/Twtdp9y0afum2aXpX1TLepnJd1vL8Wn88mpeXHiDdYKRHnRDmPdsoW2eTLdzU4OZiOv9Won0WDtcZTLvUaTVF98FJOpyEEEKIYkZ1/Fe4uANcPODhDwv9+ntvqDh6NR4fNxfe6lUrz/r3T6HLaWFxIcSDoZy/B8tfbkmXWsH8rmtO35TJJLqWgRun4NtOELXD2SEKIR4Qa45eB6BzzSDzSOn7O5wu304BoFqQd47l+bH66DVGLjuIzqDwSP2yfP5MQ1xdCtZ1olJB6XudZvbaqU5nMN2rawE6whyt6EYmhBBCCJu56JPQbJ5q+qT96+BfoVCvn5Cq489LpseLMV2qEeST91S+7Gs4OSIyIURh8XJz4evnG/NS+3COKeF0jp/KRbcakHIbfngUDv7g7BCFEEVcYpqebWduANCzbqh5dFB6pg4lncHItbhUAKoGeQGQpjcU6LorD11h9P8OYTAqPN6wHHP6NyjQyKbMMkZp3UpMs0t7GR1OLjLCSQghhBCFodb131Al3YDS1aDlK4V+/S+2XiBRpyI80JMBLcOsOif7LnVF98FJCGEdjVrFxB61mPVkPW5rStM9bgL/urYFow7+eAXWTwJjwX4xFEIUXysOXiFdbyS8jBe1Qn3MHU6ZO5Su303FYFTQqhQqlPK4V57/EU6/HrjKuF+OYFSgf5MKzHqqPho7/hXMPMLJXlPq9BlT6oput07RjUwIIYQQtrl+hMo3N5s+7vUxuLgW6uXPxSbyw27TVsVv9axp9fDzbGs42TswIYTTPNWkAsuGtsDTy4fn41/mG01/U8HuebCsP6TGOTdAIUSRYzAqLNhuWvNtUKswVCqV+Zki8win8zcSASjtDu5a05S7VF3+OrJ3xKiYtOoEigL/16IiMx6va9fOJoAAb9Nz2c0kO41wMppeC+lwEkIIIYRjGY1o1r+BCgVj7b4Q3qFQL68oCu+sPoneqFCnlJF21SwvFJ6ZWi1rOAlRnDUNC2DViNZUC/Lhg6RHGWMYi0HjDuc2wXdd4Y4sJi6E+M8v+y8TdSsZf08tTzYuD5DjGk4RMQkAlPVUMo2Asn2E0w+7L/HLBVP7g1uH8e6jdbI9m9hDxgin23ZeNLwoT6nLeS8+IYQQQjxYDi1Bfe0AerU7Sud3C/0vSltOx/LPmRtoNSr6VrLtYe/+xyRZw6nk0ul06HS6XMsy/29te9aeY03dvOpYKs+tLD/3VdjsEWOor5afhzbj1V+O8vvZZpzXB/KTz1y8b0bgsqAbpcsPR6fL/46akh/O4+gY7dG+5Ifz2Brj7aR0Zm04DcCoDuFoVQo6nQ4NpmeLNL3B3Napa6YRkqGeyn/lOoNNr8f3O6L4cP0ZAF5oWYEJ3auh1+vtel8ZdfzdTZ1aNxJSbX4vcypP05ni1KDkeK6j8sOW9qTDSQghhHjQJd+Gv6YBcDr0MWr4hhbq5fUGIx+uMz0cDm5ViTL6czadn32XOruFJoq4efPmMW/ePAwG0xSIjRs34unpafGcTZs22XwdW86xpm5edSyV51aWn/sqbPaIsW9pIFHN39fD6RQ/jR89P6Fa6gVanZvJ0f9d52Jgx0KPUfLDPhwdoz3al/xwHmtiVBRYeEbN7SQ1IR4KpW6dYO3aEwDcSAFwISk1nbVr1wKw/6wGUBHqCbt3bgdcSNUZWLNmrVXPEn9fV7EiytQJ1K2ckXpKJOvW2Tbi0pbX/nrkGUBDRNRV1q69nK/2Mpdfu64G1Jw5fYqWwYWXH8nJyVbXlQ4nIYQQ4kH31zRIuY1SphYXynSlRiFffsXBq5yNTcTfU8vL7Srz7xZbO5yyfi5T6kqOkSNHMnLkSOLj4/Hz86Nbt274+vrmWFen07Fp0ya6du2KVqu1qn1bzrGmbl51LJXnVpaf+yps9o6xN/DTvitMX32K3slT+NZ3Ae3S/6HB5YXUDXXF2Hk6qG37NUXyw3kcHaM92pf8cB5bYvx2eyRHbp/FRa3iq4EtqFPuv58H1+NSee/wPxhR07Nnd/QGI+P3bgYUynoqdO3UgSkHtqOgotvDD+e5rtGvB66wYtdJAIa3rURN/XmH50fbZg358fxRVB5+9OzZ0qb2cipffuMA3LlF/bp1IPZYoeVHfHy81XWlw0kIIYR4kF3Zb95i3PDwRyjH7xTq5VN1Bj79yzQUfWSHqvi45+OB5r7+JdmlruTSarV5PhRbU6cg59gjBkvluZXl574Kmz1jfL5VZaoE+TD8x4MMiH+J112DGKlejmbv12hun4cnF4C7X6HEKPlhH46O0R7tS344T14x/rr/Mh9tOAvA5N61aRhWOku5l7tpypzOoKDRuHDxTiI6g4Knq4ZSbnq8PdzMdQ2o8bRwrT+OXOOt302dTUPbVubVrlVZt+68w/Mj2M80gvd2crrN73FO5feWcMLd1cXiufbOD1vakkXDhRBCiAeV0QBrxgEK1H8GpWLLPE+xtx92RXE9LpWyfu4837JSvtrINqXOHoEJIYq8VlUDWTWyNZVLezEr/XHGGl+9t5j4X6bFxG9fcHaIQohC8Pvhq7z521EAXmxTmQE5PE+43duFDiDdYCQi2rRDXbUgb9QqzIuGg+WFww9dusP4X4+Yd6Ob1LNWoY2sLn1vl7rbSekoilLg9nQG0326yC51QgghhLC7/Qvg+hFw84Ou7xT65eNTdczbeh6AV7tWN29JbKv7O5xk0XAhSo7KgV78+lJzqvsZWZXelEdTJpPoFgQ3I+DbThD5r7NDFEI4iKIofPvPBcb8dBijAv2bVODtXjl3AN3foRQRbZrWVT3YGzBNx3fNY6e66LhUXlpygHS9ka61g3mnT51CncYf4GkaGaQzKMSn5r0weV7S7w1x0hbhXeqkw0kIIYR4ECXegC3vmj7uPBm8gwo9hB93XyIuRUfVIG8eb1Q+3+3c/5gkazgJUbL4eWh5uaaRZ5uV57ixMh3jpnLJoxak3IElfWH/QmeHKISws+R0PeN/Pcr7a08BMLh1GDMer5vrM4CLWmVeCDxNb+B0dALwX4cT/NcplaYzZDtfURReX36E2IQ0agT78Gn/BqgL+S9cbloN3m6m6W+3EtMK3J7+3ginvNarcqaiG5kQQgghcrdpCqTGQWh9aPJCoV8+TW9g4Q7TTi4vt6+CpgAPbbJLnRBCo4bpj9Rmep+HuKUqRdc7b7LDowMY9bB6LKx7EwwFHxEghHC+c7GJ9J23g98OXkGtgrd71WJK79oWO4BUKpW5Qyldb+RMjKnDqUaWDifTSOucRjj9vO8y/569iZuLmq/+r5G546ewZUyru5WUXuC2dOYOp6L74CQdTkIIIcSD5uIuOLIMUEGv2aDO31S2gvj90DViE9II8XWnT/2yBWpLdd/TiCwaLkTJNbBVGN8PbIqLqwfP3RnK967PmQr2zIdl/SDlrlPjE0Lkn9GosGhHJI98vp0zMYmU8XHjxyEtGNI23KrRza73RvLEp+i5eDsZMK3hlMEtlyl10XGpvLfGNJLq9e41CC/jjbOU9rrX4ZRY8A4nvXlKXdHt1im6kQkhhBAiO4Me1rxm+rjRACjfpNBDUBSFb/81LeY7uHWYec2E/Mo+pa5AzQkhHnAdawaxfHgryvp58G58L8arXsPg4gHnN8N3XeDWeWeHKISwUdStJJ7+djfT/jxJis5AqyqlWTO6DS2rlM775HsyFg6/cDMRRQFvNxdzBw6Au9b0PJJ635S6TzedITFNT8OK/gxuXdkOd5N/AV6m3fRuJRV8Sl16xqLhRXjxS+lwEkIIIR4ke7+G2BPgEQBdpjklhEOX4zgbm4inq4ZnmlcscHvZFw0vug9OQojCUSvUl1UjW1OvvB/LUxrzeMoUkt1D4NZZ02LiF/52dohCCCskp+tZfUlNz893sjfyNp6uGt599CGWvticIB93m9rKGMF0Lta0Q12FAM8sI6NymlIXdTOJXw9cBuDtXrULtASAPQR622+Ek07WcBJCCCGE3cRfh60zTB93mQaeAU4JY8WhqwD0rBuKr7u2wO3JGk5CiJwE+brz87CWPPxQCEcMlWh/dzLXvetA6l1Y+jjs+97ZIQohcqEoCn8euUb3uTvYdFWNzqDQtlogG8a24/mWYflasDtjRPXZex1OFQM8spS7abMvGr54VxRGBTrUKEPjSqXyezt2Y17DyS6LhssudUIIIYSwl41vQXoClG8KDZ93SggGBdYdjwHgiQLsTJfZ/R1MRfexSQA89thjlCpViieffNKmMiHyw8NVw5fPNeLl9lW4QSk63BzPft8upsXE14yDta/LYuJCFDFHr9zlmW9388r/DhEdn0aAm8KXzzTghxeaUSHAM9/tZoxgOm/ucPK8rzzrGk5JaXp+3X8FgBecPJUuQ2nzlDrrRjjtOn+LYT/s5/8W7GP/DRWKopjL0mWEkxBCCCHs4sI2OP6baYXtXp+A2vE/wvUGI7/uv8y52ATzscgEiE/VU8pTS7PK9hlhdX+Hk0ypK9rGjBnDDz/8YHOZEPmlVquY0KMmHz5eF4PajSdjB7PMe6CpcO838OOTspi4EEXAhRuJjPjxAH2+2MHuC7dxc1EzulMVJtY30LV2kFULg1uSfYTT/R1OWafUbTkdS2KanooBnrSpGliga9tLaRum1C3dfZFnvt3NxpMx7Im8w5JzGn7ef9VcLlPqhBBCCFFw+nTTX/EBmg6B0PqFctnpf57k9eVHGf2/w+ZjJ++YHh3aVy9jt3UQsq/hZJdmhYN06NABHx8fm8uEKKinm1Vk8QvN8HHXMulmd95ynYDRxQMubMVlUXe8UqOdHaIQJVJ0XCoTVxyj66f/sPZYNCoVPN6oHJtfa88rHavgaqfNdDNGMBmMplE+94+W+m+Ek2lK3dpj1wHoVS80X1P4HCHg3iLnt/MY4bT7wi2m/H4cML2WTzQy7Qg8Y30EN+9Nx8uYUuciU+qEEEIIkW+7voCbZ8ArCDq+VSiX3B91myW7LwJw8no81+NSAIiIMz3UdKgRZLdrZRvRJCOc8u2ff/7hkUceoWzZsqhUKlatWpWtzrx58wgLC8Pd3Z3mzZuzd+/ewg9UiHxqXTWQlSNaUzHAkx/j69FPP500z1BUt8/T7sx0VJH/ODtEIUqM2IRU3l9zkvaztvK/vZcwGBW61Api/Zh2zO7XgPKl8j99Lidu9+2KW84/6xpO7vd2sUvVGUnTG9gaEQtAr7qhdo2jIPw9TB1OcSm6XOuk6428tfIYRsXU2fTJU/X54NGHKOepkJxuYP3xaBRFQW/MWMOp6HbrFN3IhBBCCAF3L8M/s0wfd3sXPPwdfklFUZi5/nSWY39H3CBdb+R6sulzey68eX/3UhH5I+QDKSkpifr16zNv3rwcy3/++WfGjRvH1KlTOXjwIPXr16d79+7Exsaa6zRo0IA6depk+3ft2rXCug0hLKoa5M3KEa1oUqkU+1PL0/7uFG741cPVkITmf0/Bvu+cHaIQxVpMfCrT/zxB25lb+fbfSNL0RpqGlWL5yy35bmBTaoQ4ZqSr531DpUp7u2X5PKNDKlVn4OiVOFJ1RgK9XXmorK9D4skPf0/TZit3U3If4fTbwSucv5FEoLcbUx95CJVKhVqtolGgaQrdhhPR6Az/reXkWoRHOLk4OwAhhBBCWLB+AuiSoVJrqNe/UC65LeIG+6Lu4Oai5vFG5fnf3kvsPH+Lh0K9MSgqvN1cKF/KI++GrCRrONlPjx496NGjR67ls2fPZujQoQwePBiA+fPns2bNGhYsWMCECRMAOHz4sMPjTEtLIy3tvx164uPjAdDpdOh0Of/VN+N4buUFPceaunnVsVSeW1l+7quwOTrG/LTv66Zm0cBGTFx1gj+PQpuYcSzy/ZaW6TtgzWsYok9i7PY+qHP/dUfywz6KYn7Yow3Jj+yux6Xyzb+R/HLgKun31klqWMGPUR2r0LZqaVQqlUNjLOX53864KhV4umRt38vV1OEUl5zGnvM3AWhU0R+93vLGAoWZH173biFVZyQxORW3e6OyMuqkpafz7T/nARjWNsx8jzqdjnoBCn9egp3nb3EzPtncvmI05BiLo/LDlvakw0kIIYQoqs5ugtOrQaWBnh8XylQzo1Hhow0RAAxqFUaNEB/+t/cSd5LTOXXdtHh4rVCfAi/8mZlKpUKlgoyNV6S7yTHS09M5cOAAEydONB9Tq9V06dKFXbt2FWosM2bMYPr06dmOb9y4EU9Py1MwNm3aZPP1bDnHmrp51bFUnltZfu6rsDk6xvy039kTdOVVrL/iyjPxI5juU44Bul/RHPieW2d2sz9sFDoXL7tdV/Ijd0UxP+zRhuQH3EqFv66p2ROrwqCYfkpX8VHoXsFIdd9bJJ69xbqzltuwR4x3rqnJmKTlqVHYsH5dlvajL5vKT5y5wJ00ADVeyddZu9a6EbqFkR+KAmo0GFGxYs0G/Fyz1vnqt81cuKnBQ6Pgd+sEa9eeMJcFeYC3i0KiHpb+uQUwdVb9vXULGlXh5UdycnLele6RDichhBCiKNKl/rdQeIvhEFy7UC7759FrnLoej4+bCy+3r8LuC7cASEk3cCr6XoeTA4bKq4CMweH27MwS/7l58yYGg4Hg4OAsx4ODgzl9+nQuZ2XXpUsXjhw5QlJSEuXLl+fXX3+lZcuWeZZlNnHiRMaNG2f+PD4+ngoVKtCxY0d8fXOe+qDX69m6dSsdO3bExcW6R1hbzrGmbl51LJXnVpaf+ypsjo6xoO13A9ofvsbbf55makJfLgVW463UTwlKOMHDVz4m7YnFKAFVCnRdyY/cFfX8yG8bkh9wNjaJhbsusfpYjHm9oOZh/gxvF0azMOum1tszxhv7rrDhqqlnK9jfi65dm2dp//r+66y/cg6/wBBOXLgD6Hi6czPqlrM8pa6w88P3yHbupuio37QV1YK8stSJdi0HRNO7flkeebhmtjaqhvhx+Eo8fhVrwKlzAHTu2IFt27YVWn5kjEq2RtH8riWEEEKUdDvmwJ1I8AmFDhMK5ZJpegOfbDwDwEvtwynl5YrHvfUSktMNnL9h2oa4erC33a+tVqkw3hviJGs4FW1//fVXvsoyc3Nzw83NjXnz5jFv3jwMBtN0gK1bt+Y5wmnr1q3WB5uPc6ypm1cdS+W5leXnvgqbo2MsSPuewMja8H2Ehu9vPsQx17f53vUTfO6cR7OwG/vDRnHDt06Bryv5kbuinB8FaaOk5YeiwIUE2HxNzYk7/y35XNPPSLfyRqr43iTu7E025TGiyRExXrmlImNUD2lJWUbubN26lUuxpvJjUTHcTVGhQuHSsT1En3RcjPnJD62iAVRs/ncnUZn6wgxGWHf8OqAiKPUKmzZdztaGa9pdQM3fh84AajQqhW3btlmMxd5fmzLCSQghhHiQ3b4A/842fdz9fXArnG3ml+y6yKXbyZTxcWNw68oAeLqaHhVSdQZuJJg6hEJ83XJtI79M6zaZ2pcBTo4RGBiIRqMhJiYmy/GYmBhCQkKcEtPIkSMZOXIk8fHx+Pn50a1bt1xHOOl0OjZt2kTXrl3RarU51inIOdbUzauOpfLcyvJzX4XN0THao32dTgebNvHbyy0Z8dNR9t4Moxcf8EeZr/C/dZiWFz7B2O0DjE1ezNd1JT9y96Dkh3z/sMxoVPjrdCzfbo/i8OU4wPTzuFutIIa2rUz98n75ateeMZaOvM2iM/sBqFI+mJ49G2Rp3+XsbZadP0J0qhpQKOvvQd9H2jkkxoLkx4LLe7hxJY5a9ZvQpVaQuc7Xv20iWa+ilKeWV/p3RZPpL3AZbbSsU4W9WyNJcw8A7uKudaFr106F+v3DlhFOskudEEIIUZQoCqx7EwxpEN4BHnq8UC57Jzmdzzab/lz5ercaeLmZOpo8tP+NcLqRaFrkOdDb/h1OmRdukkXDHcPV1ZXGjRuzefNm8zGj0cjmzZtznPYmxIOoYoAHvwxrTovKpbiU7kOLa2M5H9oLlWJAs+FN1OteB0PRXYBbiMKWpjPw8/4rPPzZDkb+7wiHL8fh6qLm6abl2TimNV880yDfnU32VtrrvwWPAryyd6D4upuOZezgVjnQ8vptzuLvkbFTXdbvRWfjTc8/zcJKZelsyiystGkU8JlY06hzlyK8Qx3ICCchhBCiSFGdWQdnN4JaW2gLhQN8sfUC8al6aob48ETj8ubjGVPqktL0JKWbdnkJ8nHECKf/Pi7aj05FW2JiIufOnTN/HhkZyeHDhwkICKBixYqMGzeOgQMH0qRJE5o1a8acOXNISkoy71pX2O6fUieLhhdtD9Ki0E8FgZKoZs8NVzpHPsvHpbx5IuUXNAcXcvvMHvZVHoXOxdvm60p+5O5Byg9HnfMg5UeyHnbEqPjnupp4neknr4dGoW2IQtsQPb4uUZzcE4WVs9HyZI/3L0kHGV0YsVcvs3btxSztX078rxxAnXiDtWvXOjTG/ORH4h3T4uZ7Dh7FM/qIufxsnGk8kE9K7gudXz9zBHAhIdX0TGbU68ztyqLhQgghhMiVxpCGZuO9nbtavQKB1QrlurEpsOyoaZ2At3vVzvJXtYwOp4Q004ONCoUAL9fsjRRQ5lFNsmh4/u3fv5+OHTuaP89YmHvgwIEsWrSI/v37c+PGDaZMmUJ0dDQNGjRg/fr12RYSLywypU6mTNmr/ZzaeERRmLftAnO3nGf8nUe5WbkOL92cQZnEk/S4MovUx39g48FIyY8CelDzw57nPEj5ce1uCj/svsRPR66QlG7q7A/1c2dwq0o81bgc3m727SKw97S/SftNnSeVK1emZ48aWdq/nqDj42PbzfU7NalNz+YVHRJjQfJj/5rTHLh5idCwqvTsYnrWS05NY/zubQC82LstVYO8c2zjka7t+ejoDvNxLw93unZtVWSn1EmHkxBCCFFEVI/5A1X8FfCrAO3GF9p1/7ioRm9U6FQziDbVArOUed6bUpfBW0uuw7wLInOLsmh4/nXo0AFFUSzWGTVqFKNGjSqkiIRwHpVKxaiOVSjn78GkVSf4MLIKZ8vO4iPdB2juROK+tBdlyr8EdHV2qEI43KFLd1m48yIbT8ViuLfjXPUgb4a2DaNX3RC0mqK/2o460wOCMYefdRlT6jIU1Sl1fu6mbpi4TFPqom4lo1NUeLlqCLcQt6dr1ueyov6+SYeTEEIIURTcPEvV2HvDvh/+EFwL5yFp94XbHLujRqNWMalnzWzlHvc92Pg66A/sMsKpZJIpdbZd19ke1ClTbsCwmioWRKj57Vopjru/xQ8enxKccpYW5z/h+LJoIgO7WDWFWfIjdw9qftjznKKWHwYjHLmtYtt1NRcT/8vv6n5GOoQq1Pa/i+raYTblPHvLruyXH6YuDF1sJGvXXsjSvmnppv+6OKKO7uFuhGNjzE9+XL1u2k3v1PlLrF0bBcD+G6ZjQW561q9fl2sb/27dggoNyr0/1aWnJsuUOiGEEEJYoCimxWwVA8YqXVDX7FUol9UbjLy75jQATzcpT9Wg7LvhubmoUalMa5kD+Ggtj57JL1WWRcMdcglRBMmUOpkyZa/282qjJ9AzOoEhSw4SEe/Po+p3+DP8F8pcWEm9K0t4KEiDsdsM0OTvvbemjuSH89ovad8/4lJ0/LTvCkv3XCI63rThh6uLmj71QhnYsiI1Qwpn91tLMeZX+Xpx7Lt4h0EtK6FRq7K1P/ngZpLSDXi6animb1er/ohV2PmReugqK6NO4F2qDD17NgbgyNpTcO4yzWuUo2fPOrm20a1bV7wO/UvivaUO/H196Nq1qUypE0IIIUQuTqxAHfUPBpUWY/cZhbZL25LdFzkTm4iXi8LYzlVzrKNSqfDUaszrPPjaf/km83Vy+liULFqtNs+HYmvqFOQce8RgqTy3svzcV2FzdIz2aN9SG3UqBLBqZBsGL9rHqevxtDvbj89Lu9H57s9oDi5Cc+cCPLUYPAMKFKPkR9Ftv7h//zh/I5FFO6JYfuAKKTrTz+1Ab1eebxHGcy0qOmaXWSvZKz8aVw6kceXAbMcz2vdx15KUbiC8jBeurrY9tBRWfvh5mt6HZJ3RfO6ZG6ZRQ7XL+uWZH15uGnOHk6uLxly/sL5/2NKWdDgJIYQQzpSWABveAuBscG+qlKpcKJe9kZDG7I1nAOhd0Yi/Z+4PDx6u/3U4+ThsSt1/H0t3U8ml0+nQ6XLesj7jeG7lBT3Hmrp51bFUnltZfu6rsDk6Rnu0b20bpT01LHuxCaN/OsK/524xNPoRvm7ajK4Rk1FF/oPybSf0/ZZl27RB8iN3xSk/8nuOM/NDUeDviBiW7r3KtjM3zWU1g70Z1KoSveuF4uaitvpe7K2w88PHXUN0PIQFeFp9zcLODzeN6UknMfW/n3lnYhIAqFraI88cyLy+pkZd+N8/bGlPOpyEEEIIZ9r2ISRcRylVmbPBvahSSJf9aP1pEtL01CnrS4ug2xbrZl7HydfVMVPqMo/qKqwRXsL5ZA0n267rbMVpjZ7HSoMuXs3uWDXD9oXwfNDbTOATvO5Ewned2Rc2ghu+9fLVvuRH0W2/OH3/0BlN6/78fV3D9d1HANNOsg+VUugQqlDV9y6q6Ltsjj5iZfSOVVj5oU/RACoMd66ydu2VfLXhqHMy6kYlALhw824Ca9euRW+E2ART10zksb3cOG25DX2q6R4BUuPvyBpOQgghhMhBzAnY/RUAhm4zMJ5JL5TLHrx0h18PmB7CpvSuyfVjOy3W98j0lzRHLRouaziVTLKGk6zRY6/289NG9/R0Xl+0mbWXNSyJrURara+ZofsI7ZU9tLwwG2PX9zA2GQqq7OvE5CcGyQ/ntV+cvn/cTTXy497L/G/fZW4nmUaaeGg1PNm4HANaVCCstJdV91dYCjs/tqefIPLAVfp3aUbrKqUdFmNB8uNsTCKfHt+JUeNKz54dibqVBHt24KpW6NujS45TATO38eP1w1xOugNA1Ypl6dq1lqzhJIQQQohMFAXWjAfFADV7o1TtAmdMu9QlpenxdNU4ZC0jg1Fh6u8nAHiqcXkaVvDn+jHL53i4/ve44KgpdVnuVTqcSixZw6lodihkKI5r9HQvr9CxWR0mrTrBL6fSuFxpEovq/ITb8f+h2TgJza0z0PNjyGONFFtikPxwXvsP8vePK0nw1p8RrDkaTbrBCEBZP3ea+icx5bmOlPa1PDrU2QorP97tW5fBrcOpFepj83NUoa3h5O0OQFK6Aa1WS0yCaT2mUm7g6uqaZ354u/9XHuDtVqTXcFLb7apCCCGEsN6Rn+DSTtB6wsMfmg+fvB7PQ1M3MOVep5C9/bzvMseuxuHj7sIbD9e06pzMawU4bkpd5o+lx0kIUXj6NijL4sHN8HF3YdfFJHpG9Seu7VRABQcWwZLHINny1GMhHMFgVNh4Ipr/W7CPWUddWHnoGukGI40rlWLes43Y/GobOpVV8PUo2p2Rhcldq6F2Wd8ivQGJ970/5KXrjegMRq7cMU1RC3Cz7hnLy+2/PwT6F/H3XkY4CSGEEIUt5Q5smmz6uP0b4F8B7i3A+PmW84BpB7l3+2bfFrcg7iSl89EG08IA47pWp4yPm1ULP2Zew8lhI5zIvEudY64hij5ZNLxoKgmLQjet5MdPQ5ry4g8HOX8zmW576vFLt2+puG0Mqqh/0SzshnfoS5IfOSgJ+WGPurbkR2KanhWHrrF410Uu3U4BQI3Cww8F80KbytQv72dzjM4i+ZG9rqvaaC67m5jKpVtJAAS4WZcfHi7/PSh5u2lk0XAhhBBCZLLlPUi6AYE1oMXILEU6g2NGEAF8simCu8k6agT78HyLSlafl9Hh5OaixkOTR+V8khFOJZMsGm7bdZ2tJCwK/XJV+OqUhpj4NB5e48GEym/xZOxsvO5G0S7+Hfan3yI2h8XEbYlB8sN57Rf17x+3UmHkt5vZHasixWD6WeipUWgZrNAuxIi/2zWuHr3G1aP5j9FZJD+y1tWqNOgUFas3bGLvJTWgJsBNser7R8w1U32Ai2dPsunuCYuxyKLhQgghRElx7RDs+970ca+PwSXrwpAZ6zLY2/Grcfy45xIA0x99CBeN9bPqMxYNL+PtikrlmIXNMw99l/6mkkMWDZdFoe3Vvj3zo1d3HcOWHuTQ5Tg+iAqn/KOr6HDkNbRX9tDiwmyMXd7B2PSlbN+sJD9KRn7kt25udRRF4dDlOL7fHsmmU7Eo90b8hgd6MqBlJR5rEIpWpUh+OLB9Z+TH9KNbuZ2ko1mrtqy5dQpu3iXADau+f5z55yJ/X78AQLsWTWgb7i+LhgshhBAlntEAq8cBCtR9Ciq3y1YlXW//DiejUWHK78dRFOhTvywtwq3btSWD570RToE+bkCi3eODrL+3qWTV8BJLFg0vmr8wZigpi0KX8dOybGhLRi07yObTsQxdcYn3en9B6+TXqHT7HzSb3r63mPgn2f5oYE0Mkh/Oa78off/QGYysPXadBdsjOXIl7l6pitZVSjOkbTjtq5dBfW/4b8YUJskPx7ZfmPnh7abldpKOVIOK28mm99dXq1j1/cPH47/vO4E+7kV60XDpcBJCCCEKy8HFcO0guPlCt/dyrKJzwAinn/df5uClu3i5apjUs5bN52dMqSvj7Wbv0MwyT6NTS3+TEMLJPFw1fP18YyatPMYv+68w6c+z9Cw/hM86d8FlyzQ4+APcugD9fgAv2zrxRcl2N1nHr4cu8sPOi0THpwL8P3v3HR5VlT5w/HunpDeSQEIKvdfQmwoooICggoqyKoqi7sZdXNbGz11Xd9d1XRu6G8W62EAEFVRQE5qgNEFC7y0kJIEAyaRnZu79/TEQapKZybRM3s/z5MnM3HPOfSe83NycOYUAg46bejanjeUoD9zax+c7j0T9nVv4u7TSQuHZDqcQO//ZQy9YWzMy+PJOb18iHU5CCCGEJ5QWwLLnbI+HPw3h8VcsduEIJ03T6r3LyqmSSv713dmFwkd1JD4yyOE2YkNtHU1JTYLBTUtMyRpOAmTRcF/VmBf9/cf4zsSEGHlr9WGWZhuIjB/Kc7d+gnHxgyhHf0J791ost38KTTtKfjTC/HCk7N7cQj4/pOPJX36k4uzv+tiwAH7TP5k7+ycTEaCQkXFU8sML7XsjP0IDbEsbFJZWUFhmW64g1GDf9cN4waoIYUbP54csGi6EEEL4moy/QkUhxHeHfg/UWKzqgkXDKy0qQcb6rdL9wnd7KCo306V5BFMG2b9Q+IUm9U8mKEDPyI4xbFh9sF7x1ETWcGqcZNFwx87rbY110d9OwMRWCl8e0TFvUw67D6n8rvX/MeTwa4QWHoH3RrCp1e84EdnTrvYkP7zXvqevH5oGe4sUVuUq7C48t9CzSmKIxrAEld4xZRjK97Lhx712nU/yw73tezI/Sots+bBywxZUzXavF2qw7/qRma8AtjprVy3n3LKcsmi4EEII0RhlrYfMT2yPx74K+pp//V64aHh5lbVeHU4bDp1i4eZsFAX+cUs3hxYKv1BEkJG7B7Z06yeoF63hJB1OjYYsGi6L/rqqfXfnx0izmfB5y/jkoIHM0zrej+xFv/tXErxkGsasdQw8/BrmYc/w3ZnWjBw1SvLDx9r39PWjwmxl8dZc5qw9yoGTti3vFaBbE5XHxvVmULuml41glvzwXvve+P3yQ/FWdhfmE9m8NRzJItiox6Cz2PX75cyWPDi0G4BxN47xeH7IouFCCCGEr7BaYMmfbI973Q3J/WstXlppqX5cZrbSxMnTVllU/rxoBwB39m9B7xbOtuQZF6/hJD1OjZUsGu6bfzCe09gX/e0VqzF8SG9S521lw+Ez3P25lY+mLCR61UyUXz8iYOWzpMQMxair/Y87yQ/vte/u68eZCpV5aw7x6YajnDm7Lk9ogJ7b+iZz14Akdq5fxeD2zSQ/fLR9T/5+CQ+yrb10vKgSgKgQI1Bp1++XljFhFz2vKxZZNFwIIYTwVxvfgfwdENwERjxXa1FNA1PF+Q6n8ipLLaVr9/5Ph9l/ooSY0ACevL6T0+14ilLDYyGE8CWD28bw2YMDmfLBRnbkmLj9vc18MvXfxDftjJb+NC1P/Yg6dyJM+lQWE29Edh438fF+HY9tXI357NT4xKhg7hvSitv7JRMRZMRsNrPTy3EK3xESaBvBnn2mHICoYPs7cYZ1bMqTN3Sie2KkW2JzJelwEkIIIdzFlAsr/2l7POLZOv/4qLSCVT2/hlN5lXM71mWfKef15fsA+L8xnYm0d9sTL5IRTkKIhqJbYiTzHxrE3e9v4MCJEm57Zx2f3n8vCVGt0RbchzFrHbw7HCbPh2aO7wwqGgarqpGxK58Pfj7MxsOnsa3PpNGvVROmDmnNyC5xTk9lF/4v7OwuddlnbOshNXHgXk1RFH47rK1b4nI16XASQggh3CX9aagqhsS+0OueOouXXjKgqczJEU5/X7KHCrPKgNbRTOid6FQbniZrOAkhGpJ2zcL4/KFB3PX+Bo6eKuPW2WuZc+9A8jo8w/C8t1EKj8B7I+HW96HD9d4OV7hQcYWZzzdlM2ftYY6dto1OMegUekZbefrWQfRuFevlCEVDEHq2w+ncyPaoBvDhoDOkw0kIIYRwh0OrYMcXoOhg7Cugq/tTznLrxc/LzNYrF6zF9tMKK/aexKhXeP6WbpctSuqrLt6lrmHELFzPbDY7taV8be3ZW8eesrLtvWxrfmHZ+HAjc+/vx31zNrPvRAmT3/uFB9olMvDuJQQtnoYuay3a3Emo1z2LOuB3mC2WGs8n+eHe9l2RH9lnyvlw3VEW/JpDaaXt93NUsJE7+iUxqXdztm1YTadmIU5fw+T64b32vXH9CLxkT5jwsy80hPxwpD3pcBJCCCFczVIJSx6zPe73ACSk2FWt4pIBTeVVjnU4lVZaWHjY1rE17eo2tGsW7lB9b9IpV34s/FtaWhppaWlYrbZcT09PJyQkpNY6nt7W3Jkysq2599r3Rn7c2wJml+rJKjXzn116qtTNtGvyAD1KA2h1ahX65X8le8sytibfBzqD5IcX23emjfe/ymDFcR2ZpxS0s6sMxgVrDGuu0jfWQoB5P9s27Le7fbl++G77nrx+7D+hAOd7nc7kZUOLhpEfZWVldpeVDichhBDC1db9F07th9BmMPxpu6tVqRf3tJQ52OH031WHKKxSSIoK4vfXtneorrdduG6TIsuGNxqpqamkpqZiMpmIjIxk1KhRREREXLGsN7atdrSMbGvuvfa9nR+jb7Dw4Me/8svRQt7ZG8Cbk/uTOHYc1k3vosv4My1PryEppIr0qLsZOmai5IeH23e0DVXVWL47j1eXbuOA6fzvpCFtY5g6pCVXtY1Bd8GnI3L9qJk/5oejda5UVtmRx9yD26rL9OraAYr3NIj8MJlMdpdt1B1Ot9xyC6tWreK6665j4cKFFx379ttv+dOf/oSqqjz55JM88MADXopSCCFEg3LmKPz4ku3xqH9AcJTdVS9dI9yRXep2Hi/if2uPAvDMjZ0JDtDXUcO3yBpOAuzbutmT21Y7W0a2Nfde+97KjyZGIx9M6cOkNzLYVQgPf5rJ7Lt7c+3gVGjaERbehz57A9ecOIhxcC+MCd0cal/ywzP5UWG2sjgzh3fXHObAiRJAwaBTGJ+SwLSr29C5+ZU7xB2JUa4fvtu+J68f4SGBFx1rEhoIxQ0jPxxpq1Evmz99+nQ++uijy163WCzMmDGDFStWsGXLFl566SVOnTrlhQiFEEI0ON/PBEs5tLwKetzuUFXzJR1O9o5wslhVZn65Hauq0TNaZXjHpg6d1xcoskudEKKBCzLqeaCjyvVdmlFlVXno480s25UP7UfAA8vQmrQmtKoAw4c3wIHl3g5XXKCwrIr/rtjPVS+u5MkvtnPgRAlhgQauTVBZMeNqXr09pc7OJiEcEWK8+IPB8CD/HAvUqDuchg0bRnj45etbbNy4ka5du5KYmEhYWBijR48mPT3dCxEKIYRoUPZ+D3uXgM4AY192eKjOpR1O5XYuGj5n7RG2ZRcREWTg1tZq3RV8kE5GOAkh/IBeB6/d3oOx3Ztjtmr89tPNpO/Mg6Ydsdz7PQWhHVEqi+HT2+CX97wdbqOXdaqMZ7/eyaAXVvBy+j4KSipJiAziz2M7s/qxa7ippUrzyCBvhyn80Lld6s4JC5QOJ49avXo148aNIyEhAUVRWLRo0WVl0tLSaNWqFUFBQQwYMICNGze65NzHjx8nMfH8NtKJiYnk5OS4pG0hhBB+qqoMvnvc9njg76BZZ8ebuGxKXd0dTlmnyng5fS8AT93QgYgAh0/rEy7sY5JFw4UQDZlRr+P1O1IY1zMBs1Xjd5/+yvc7ciEkhnXtnkDtPgk0Kyz5E3z3FKiO70gq6mdHThGpn/7KsJdXMmftEcrNVjo3j2DWpBR+fGI4D1zdxm9HnAjfcOnSB/6abz77rkpLS+nZsydTp05lwoQJlx2fP38+M2bMYPbs2QwYMIBZs2Zx/fXXs3fvXpo1awZASkoKFsvl61+kp6eTkJDg9vcghBCiEfnpVSjMgohEGPqkU004OqVO0zSeXrSdCrPKwDbR3No7ke++21ZrHV910aLhMsRJCNHAGfQ6Xru9JzoFFmceJ3XuFl67rTuazoh17H/RNe0AK/4OG96C04fgptneDtnvaRpsPHKat9ccZfW+k9WvX9OhKQ9e3YYh7WLk94/wmJBLOpz8dYSTz76r0aNHM3r06BqPv/rqq0ybNo377rsPgNmzZ7NkyRI++OADnnrqKQAyMzOdOndCQsJFI5pycnLo37//FctWVlZSWVlZ/fzciu1msxmz2XzFOuder+l4TeytZ0+5usrUdtzZY77A3fG5on1n2nCkjrfyw9dzAyQ/7C0r+XGFGE8fxPDz6yiAZeQ/0HSB4MQ1vsp68Y1uSWXNv0sAvtpynDX7Cwgw6Pj7+M7VH7I0zPzQqh9ZLZaLjrsrP3w534QQDZ9Br+PV21PQKwpfbsnhjwu2c1dbhTGKAtc8BjFt4auHYf8PGD66keCm93s7ZL+kaRor957k9Z16Dq/fBNhG0o7vmcBDQ9vK2kzCK0ICLu6KkRFOPqSqqorNmzczc+bM6td0Oh0jRoxg3bp19W6/f//+7Nixg5ycHCIjI/nuu+/4y1/+csWyL7zwAs8999xlr6enpxMSElLreTIyMpyKz9569pSrq0xtx5095gvcHZ8r2nemDUfqeCs/fD03QPLD3rKSH2dpGoMOvkQzaxX54T1Yf1AHh5Y61bZZtc10D9ZrlFsV9h7OZunSrCuWLTbDPzP1gMKoBDO7NvzIrppitIO38+PMadt7AVi3bi2HgusXoz3Kyspc2p4QQlxKr1N46bae6HQKCzdn8/F+Hf125nNjShJ0vQUiW8C8O1BO7OSa08+h5HSDVgO8HbZfsKoaS7fn8uaqg+zONQEKRr3CbX2TeeiaNrSMCfV2iKIRkxFOPqygoACr1UpcXNxFr8fFxbFnzx672xkxYgRbt26ltLSUpKQkFixYwKBBgzAYDLzyyisMHz4cVVV54okniImJuWIbM2fOZMaMGdXPTSYTycnJjBo1ioiIK/eWm81mMjIyGDlypENbCtpbz55ydZWp7bizx3yBu+NzRfvOtOFIHW/lh6/nBkh+2FtW8uPiGJXdizFk7kDTBxJ913uMiW7jdPufv23btahLYhM2ZxVSaQxnzJghl5XVNI1HPttKmeUEneLD+ffUARj1ugadH3PzfuFg8RkArhoyhPbxkU7F6Ihzo5KF73D1CHHfGcHnxyM8faR9X8+P58+OQl20NY9HP99GoFHHsA5NIa4H3JeOfv5kgk7uQvtkPJbxb6J1Hu/0+/I0X8uPSovK4szjvLPmCEdP2z5YCAnQMzDGzDN3XEVidJhd7cn1wzV8LT9c1Yar80OnWWst40v54Uh7DbLDyVWWLVtW47Hx48czfvz4OtsIDAwkMDDwsteNRmOdN8X2lKlPPVfEUNtxZ4/5AnfH54r2nWnDkTreyg9fzw2Q/LC3rOQHUFkMGbYRsMpVj2KM61ivts+t4dQhPoLNWYVknynHYDBctqbEl79mk77rBAadwsu39SQk6OLfQw0xP/S68/uYBHgoP3w91xqDtLQ00tLSsFptN9ruGiHu7RF89hxrkCM8fbB9X86PocFwNEbHllM6fvvJrzzYWaVjpG06saH5dPpUvkm8aSuGL6eyq/mt7I8bV71tp+RH3e1bVFh3QmFZjo7CKtvPLcSgMTRe5ep4C6FG2Lp+NVtdfF5Hy8r1w3fb9/z143x3zLm+iYaQH46MEG+QHU6xsbHo9Xry8/Mvej0/P5/4+HgvRSWEEKLRWfUvKD4OTVrBVX+sd3PnOpzaNg1Fp9g+pT1ZXEmziPNbMh8vLOevi3cC8OiI9nRLjLxSUw3OhX1qsmZr45Gamkpqaiomk4nIyEiXjxD3lRF8tR1ryCM8fan9hpIfmpZBk9hmrNhbwP/2G/nflD70adnEVjc9kDH6nzFufpcuuQvpFKunYuSLZKxcLflRS/tVFpWFv+Ywe/VhcosqAIgLD2TqkJZM6ptEaKChweSHXD+807638mP6uvTqxyNHjmww+eHICPEG2eEUEBBAnz59WL58OTfffDMAqqqyfPlyHnnkEe8GJ4QQonHI3wXr37I9Hv0SGK+w6JCDqs52OIUHGWgeGUxOYTlZp8uqO5xUVePxhVsprrTQq0UUDw9tW+9z+ooLd6nTSY9To+WuEeLeHsFnz7EGN8LTR9v39fzQ6+CNO1L43bytrN53kgc+3sKnDwygS3woKDq44QWI7wxLH0e3fT5BhUcJiLpb8uMK7VdZVBZuziZt5QFyCssBiIsIJHV4Oyb1SybQoK+zDWfOW9+ycv3w3fa9mR/nXm8I+eFIWz7b4VRSUsKBAweqnx8+fJjMzEyio6Np0aIFM2bMYMqUKfTt25f+/fsza9YsSktLq3etE0IIIdxGVWHJDNCs0OlG6DDKJc2eG+EUZNSTHG3rcDp2poy+raIBmLVsHz8fOEWwUc+rt6dg0Otqaa1huXDaoPQ3CSH8WaBBx9t39eHe/21kw+HT3PPBRj6d2vd8gX7320bOLrgX3bH1XJ1/CAp6Q/MuXovZl5itKl9szuY/K853NDULD+R3w9pyR/8WBBkv72gSQniHz3Y4bdq0ieHDh1c/P7cw95QpU5gzZw6TJk3i5MmTPPPMM+Tl5ZGSksL3339/2ULiQgghhMttnQtZ68AYAjf8y2XNVlltPS1BRj0tokNYf+g0h0+WAvDDzjzeWGH7IOb5W7rROta/dte5sI9JRjgJIfxdcICe9+/tx93vb2BLViH3f/QrD7e/oEC76+D+DLS5txNWeBTtwxvg9o+gzTBvhex1qqrx1ZZsXs3Yx7HTto6mpuGB/HZoWyYPkI4mIXyRz3Y4DRs2DE3Tai3zyCOPyBQ6IYQQnlV2CtJtC4UzbCZEJbus6XMjnIKNenq1aMLnm7KZu/EYnZpHMOPzTADuG9KKCb2TXHZOX6GTPiYhRCMTFmhgzr39ue3ttezLL+GtXXrGjKoiLursdJVmnbDc+wOmd8cRU7ofPpkIY1+BPvd6NW5P0zSN3WcU3nprPXvyigGIDQvk4aFtuGtgS+loEsKH+c9YfCGEEMID9Cv+BuWnoVlXGPhbl7Z94ZS6W3olEhsWSEFJJb/79FcqzCrXdmrG/43p7NJz+oqL13DyYiBCCOFBkSFGPpzan+aRQZyoUHjwky2UVVnOFwiNZW27J1G7TgTVAt9Mhx+eBtXqvaA9aOuxQu753yZm79GzJ6+Y8CADj1/fkTVPDOeBq9tIZ5MQPs5nRzg1dGazGbPZXOOxC7870qY99ewpV1eZ2o47e8wXuDs+V7TvTBuO1PFWfvh6boDkh71lG3N+RJfsRbf/UwAso19CUwHVNTGbzebqRcONioYelefGdeLJL3dSYbYyuX8yT1zfAVQr5hr+0GjI+XHhqGar1XLRcXflhy/nmxCi8WgeGcwH9/Rm4ps/szW7iNRPf+Wde/piPLtOn6oLwHrTbHRNO8Kqf8K6/8LpQzDhXQgM83L07nH0VCn//n4vS7bnAqBXNO4d3IpHru1Ak9AAL0cnhGv580oC0uHkImlpaaSlpWG12v4ISE9PJyQkpNY6GRkZTp3L3nr2lKurTG3HnT3mC9wdnyvad6YNR+p4Kz98PTdA8sPeso0tPxTVwrBjcwA4EjOMrdsKYNtSl57DrNo+qd247ieyzv4K+XsvUDUwKIdYnn7IrnYaYn6cPKHj3MDr1T+uJuIKf0+4Oj/Kyspc2p4QQjirXbMwHuxsZfbeAFbuPclTX2zn5dt6nC+gKDDsSYhpC4t+B3uXwv9ugDvnQ2Si9wJ3sZJKC/9dcYAPfjpMlVVFUeDmlAR6KFncdUNHn9+JTQhHvHRrD55etIPZd/X2dihuIx1OLpKamkpqaiomk4nIyEhGjRpFRETEFcuazWYyMjIYOXKkQxdNe+vZU66uMrUdd/aYL3B3fK5o35k2HKnjrfzw9dwAyQ97yzbW/NDWvEpARQ5acDSJU94lMbiJS9s3m808tmEFAKOuG05Sk2Cn2mio+fFtYSbbz5wAYPiwocRFhdrdprNMJpPL2hJCiPpqHQ6vT+rJ7+Zm8sWv2cRFBPLH69peXKj7rRDVEj67E/K2w7vXwuTPIKGXd4J2EVXV+OLXbP79w15OFlcCcHX7WJ4e25m2McEsXZrl5QiFcL3b+iZzU0oiAQad3466lg4nNzEajXXeFNtTpj71XBFDbcedPeYL3B2fK9p3pg1H6ngrP3w9N0Dyw96yjSo/zhxBW/saANYRf8cY0czlp9A0DbNqG1MdHhJYr59DQ8wP5YLx5AEBnskPn8w1IUSjdm3HprxwS3ee+GIbb646SFJUEJftSZrcDx5YDnMnwcnd8MFomPgudB7njZDr7desMzz79U62ZRcB0ComhD+P7cJ1nZuhKIrf/iEuBECAwY3LaleVElJ5wn3t20EWDRdCCCFqo2mw9HEUSzkFYZ3Qut/ultNUWtTqx419EVQFP17MQAgh6nB7v2T+cG07AJ75ehf7i65wTWzSEu5Ph3YjwFIO8++Gtf+1/c5qIIrKzTz91XYmvrWWbdlFhAUamDm6Ez/88RpGdIm76IMIIYSdVCscXAFfPoRhVhdSsj7wajjS4SSEEELUZvc3sD8dTWdka/IUt63sWG4+vxB4kDs/7fJRF/5YZZc633bLLbfQpEkTbr311oteP3bsGMOGDaNLly706NGDBQsWeClCIRq+P47swLieCVhUjff36jh0svTyQkERtjWc+j0AaJD+NCx9HKyWy8v6EE3T+HbbcUa8+iOfbshC02Bi7yRWPDaUh4a2JdDQuD90EcIZ4eXZ6Jb/FV7rCh/fAts+QzGXEmw+BeZyr8UlU+qEEEKImlQWw3dPAqAO+j0lZe5bmLXCbBvhZNQrGPSNr8Ppwg/l5VNt3zZ9+nSmTp3Khx9+eNHrBoOBWbNmkZKSQl5eHn369GHMmDGEhl42IUgIUQdFUXjp1h5kny5ly7Eipn3yK4tSryL60h3a9AYY8zI0aQ3pf4Zf3oWiYzDxfZ/cwe7Y6TKeWbyDlXtPAtAmNpTnb+nOoLYxXo5MiAao/AxsX4h+y6dcm7vl/OvBTaDrBCxdJ7J860nGGB1fF9RVGt8drRBCCGGvlS9A8XFo0gp1yB/deqpTJVUARAXLukLS3+Tbhg0bRnh4+GWvN2/enJSUFADi4+OJjY3l9OnTHo5OCP8RZNTz1uQUogM1sk6X8/DHm6m0WC8vqCgw+BG4/UMwBMG+7+F/o8GU6/mga6CqGh+uPcKo11azcu9JAvQ6Hh3Rnu8evVo6m4RwhGqF/Rmw4F54uQMsfQxd7hZU9KgdxsCkT+FP++DGV9GS+nv9pko6nIQQQogryd0KG96yPR7zCrj506FjZ8oAnNqdzh/IlDrXWL16NePGjSMhIQFFUVi0aNFlZdLS0mjVqhVBQUEMGDCAjRs3ujyOzZs3Y7VaSU5OdnnbQjQmMWGBPNjJSliggY1HTvPs17tqLtzlJpjyLYTEQt42eG8E5O/0XLA1OF5Yzt0fbOCvX++k3GxlQOtolk6/mkdHdJDpc0LYq2A/XXLmY/hPT/j0Vtj5FVirIK4b1pH/4Idur2O97SPofCMYAupuz0NkSp0QQghxKdUK3/4RNBW63AztR4Cbd8nJLrTNr0+MapwdThdNqZNFw51WWlpKz549mTp1KhMmTLjs+Pz585kxYwazZ89mwIABzJo1i+uvv569e/fSrJlt98WUlBQslsvXgElPTychIaHOGE6fPs0999zDu+++W2OZyspKKisrq5+bTCYAzGZzjTtSnXvdkR2rHKljT9m6ytR2vKZjzrwvT3N3jK5o35/zo3kIvDKxCw/P28a8jVl0jg/lzn41dObGp8C932OYfwfKqQNoH1yPdcL/0NoMq+3t1UtNsWuaxleZx/n7kr2UVFoIMup48voOTO6XjE5n/+5zkh9y/XB3+z6bHxUmlF1fods2D2POJtqffVkLjkbtditqjzshvjtms5mqggyP5Ycj7UmHkxBCCHGpzXMgZzMEhMMNL3jklNlnbB1OyY10hNOFZIST80aPHs3o0aNrPP7qq68ybdo07rvvPgBmz57NkiVL+OCDD3jqqacAyMzMdPr8lZWV3HzzzTz11FMMHjy4xnIvvPACzz333GWvp6enExISUus5MjIyHI7LkTr2lK2rTG3HazrmzPvyNHfH6Ir2/TU/Kg7/yo3JCt9k6Xnum10UHNxO24iaz2FMmEH/yteJLdmLbt4ktra4l6yYoXXGXh8Xxl5mgXkHdWw7bZtQ0ypM4zftqog+tYPvv99R7/ZdEaM76sj1o2Zy/bAzP9J/oGnxLpJPryGhcBN6zda5o6IjP6Inx2KuIi+iF5rFAL8eA47V2b6rf/ZlZWV2l5UOJyGEEOJCJSdg2dk/hK/9M0TUPaLDFXLOVAAypc72WHqc3KGqqorNmzczc+bM6td0Oh0jRoxg3bp19W5f0zTuvfderr32Wu6+++5ay86cOZMZM2ZUPzeZTCQnJzNq1CgiIq78V7TZbCYjI4ORI0diNNq31pkjdewpW1eZ2o7XdMyZ9+Vp7o7RFe03hvwYbTBg/XwbS3fkM/doCF8+PJDmkUE1B225CXXJdHQ7FtIr6316JEeiDp3p8jVdLo19a3YRj87fSnZhBUa9wvRr2/HAVa3QO/lpguSHXD/c3b4v5IfldBZHFj1Px7KN6IrOdyJpTTuh9riTyo43s3HdVkaOHEkvL+fHuVHJ9pAOJzdx9ZBwR+p5a0inIzF6iwzplCG/tZH8kPwA0H8/E11lEVp8Dyy9psAlsbkrxnNrOMWHG50+R0POD1U9P6fOYjFjNuvqrFNfvpBvnlRQUIDVaiUuLu6i1+Pi4tizZ4/d7YwYMYKtW7dSWlpKUlISCxYsYNCgQfz888/Mnz+fHj16VK8d9fHHH9O9e/fL2ggMDCQwMLBe70eIxkZRFF64pSuHTpayJ7+ER+ZlMvf+fgQaa1gHyRCIdfxbaFEt0f/0CvqfX0UpPIL1xv+AwfX//zRN44Ofj/BS+n4sqkZyk2DemNSTbom1DMUSojFTLSgHMtBlfoLhQAadNduOxVpQJGrXiWg97kRrnmLrJG6g9yyKpl24aoJwVlpaGmlpaVitVvbt28fcuXPrHBIuhBDCt8QW72TIgRfRUFjd4a8UhrbxyHlVDZ7YoMesKfyll4XYWj6w9lfv7z0/9eK1gRaPTKsrKytj8uTJFBUV1TiqpiFTFIWvvvqKm2++GYDjx4+TmJjI2rVrGTRoUHW5J554gh9//JENGzZ4PEa5fxLCcacq4OXtesosCv2bqkxuq9Y5aCn51BpSsj5Ah5WC0I5sbPMHzIbLd5t0VpkFPj2gY8cZ23U8JUbljjYqwTK8QYjLhFSepMWpH2lxeg3B5jPVrxeEdeRozDCOR/VD1fnOwt+XcuT+SS4BLpKamkpqaiomk4nIyEiXDwl3pJ63hnTW5715igzplCG/tZH8aOT5YanA8O6zAKh9pjL4hkcuOuzOGHfnFmNev44AncatY64jJMi5T54bcn58W5gJp08AMGrkCAICAuqsU1+ODAn3B7Gxsej1evLz8y96PT8/n/j4eK/EdOn90/Dhw2u8f7JYLKxcuZLhw4djMNh3C+tIHXvK1lWmtuM1HXPmfXmau2N0RfuNLT9adj3NtE+3svGkjut6d+TuAUl1vNuRVB0dSeBX9xNbupcbsl+h8tZP0Zq0qqNe3Q6dKOb+D38hv1whQK/jqevbMalPgsumR0t+yPXD3e17Ij9+XJ7OdUmVBO74DP3R1dXHtJAYLF1vp7LrJH7emsXw4cPp7OP5IVPqfIDRaKzzptieMvWp54oYajvu7DFf4O74XNG+M204Usdb+eHruQGSH/aW9bv8+PlVOH0IwuLQj/wreg9e3zYcKQSgXYRGSFBgo8wP3QVDmgICAjySH75+LXK1gIAA+vTpw/Lly6tHPamqyvLly3nkkUdqr+wmF45wAli5cmWdI5xWrlzp8HkcqWNP2brK1Ha8pmPOvC9Pc3eMrmi/MeXH+BYKi47qefGHfRQf20P7yLonroS3mcnAg68QcuYQuv+NYkObRzkT2r7OejU5UATv77ONtooK0HigYxUxZ3axbNkup9usieSHXD/c3b478iOs4jgtT/3IqNM/Ebi1GAANhZPhXTkaM4zcyN62BcC3ZtnVni/khywaLoQQQjji1EFY84rt8Q0vQFCkR0//04ECADrY8ceCELUpKSnhwIED1c8PHz5MZmYm0dHRtGjRghkzZjBlyhT69u1L//79mTVrFqWlpdW71nmau0eI+8oIvtqO+cQIzzrICGDfzI/Rmob2xQ4Wb83l0yNBfPnwQPs2nii5CfXz3xCYm8nVB/+N9aa30DqPr7veJRZszmH2xl2YrRotwzQ+mjaEhOgwh9upi+SHXD/c3b7L88NchrL7G3SZH6M7tr76ZTUsHq3nb1BTJtMkqiVNgBQ7Y/Cl/JARTkIIIYS9NA2+mQ7WSmgzHLpO8Ojpy6osbDh8CoCO0uEk6mnTpk0MHz68+vm5neCmTJnCnDlzmDRpEidPnuSZZ54hLy+PlJQUvv/++8sWEvcWd40Q9/YIPnuOyQhgGQFc27GaXn/x1p4cKihje04RqfO28sVvBxMcUMMi4uc0SYL7lsIXD6DsXYrhy/th9Isw4KHa651lVTVe/H4P76w+BMDYbvEMC8kmITpM8sPH8sOXNIrrR/5O2PQ/2PY5VBbZXlN0qO1GstHahT6TnsQYGExt/0MbQn440pZ0OAkhhGjcts6DI2vAEAw3vuby7aLrsnLPSSrMKi2ig2keUuzRcwv/M2zYMOraD+aRRx7x2hS6upjNrt3l11d2YaztmC/t0lkT2cXVd/NDD6Td2ZOb31rHrlwTjy3I5LXbute9fpISABP+hy59JvrNH8B3T2AtPIY6/C+g6GqsVlJp4U8LtrNi70kAfj+8DQ9f1YJly7IlP+ooK9cPP82P8mKU7d+h+3UOuuyN1ce1yBaoKXeh9rgTc3As+RkZmK1ajbvNNaT8cKQ96XASQgjReJUWwA//Z3s87EmIbu3xEJbuyAXghq5xKBbpcBKNy6VrOKWnp9e5hlNGRobD53Gkjj1l6ypT2/GajjnzvjzN3TG6ov3Gmh+/aQVpu/Qs2Z6HviiH6xLtHDGrDaV982K65C5Av+4/HN+zmS0tHkDTXf5n4ulKeHePnuNlCkZFY3I7lXYV+1i2bJ9dMdaX5IdcP9zdviNthFbk0fXUSgyv/xaDtRQAFR15UX04EjOck+FdwKSDn7Y41H5DyA+vrOGk1+urbxaEEEKIBuGHp6H8DMR1g0GeH/FRZVH58eynxKO6xJGz7UAdNYS/aez3T7KGk6zB4qr2JT8gZkMWz367h2+P6bl5WG+ubh9ba/nzxmLZNhT9kkdJPrOWxCgj1olzIDC8usSWY4X87dNMTpVVERsWwFuTU0hJjnI4RmdIfsj1w93t292G1Yyy7+xopiMX7DQXkYja6x7UnpNpGt6cpk6035DywytrONU1fFsIIYTwKQdXwLbPAAXGvQF6z9+obTp6mpJKCzGhAXRPiCBnm8dDEF4m909CCFeZ3D+ZXbnFfL45h0c/38a8B/rRIS687oqA1uMOrKFN0X8xFd3hH1E+Gofljs8gPJ6vt+Yyc9FOqiwqneLDefs3KSRE2bE4uRD+oigb3ZaP0GV+glJ6ArDtNJcf0YOoEX9C3/F60NWxdlojZXeH0+zZs/nggw+IjIyke/fu1V99+/Z1qIwQQgjhdVVl8O0fbY/7PwhJfbwSxrnRTUM7NEWn8+zaUcIz5P6pdjKlzrHzepu/TYlxpo6v58cAA/wSrudwsYXJb6/l0e5WogPtqgpAZJsnGHjwFYJO7KDqrWG8GPoEH+UlAdCtico9Lc6QuXYlmfWI0VmSH3L9cHf7F7WhqcSZttGqYAVxpq0o2D4gqjBEcjRmKEdjhlIe2BQOA4d/cFmMDSE/3DKl7sUXX2TFihVomsaOHTvYvn076enpzJs3z6EyQgghhNet/jecOQLhCXDtn70WxsYjpwG4uoO90x5EQyP3T7WTKXUyJcZV7Ut+nHfNtWYmv7+R/SdK+ehoBPOm9ScmNMCuugCcGYt13u2EnjnEH8/8jR3KY/QeMorHRrZHf4UPRyQ/GlZ+eFqDy4/K0+gyP0W35SMUU3Z1GbXVNai970Xf4Qba6ANIbsT54ZYpdT179iQuLo6QkBDatGnD+PHjLyuTkpJCs2bNCA0NrbGMEEII4VV5O2Dtf2yPx74MQVf+49bdNE1jX55tkfCuCZFeiUG4n9w/OcYVW4rXt45sa16zRrGtuQvKejs/mkYa+fj+gUx8ay2HT5Ux5X+bmTO1H80j7ZsGd1BpzuNVz/KM+hwpuoMsCH4Bfdv2ENi11nqSHw0jP7zFp/ND04gt3knQ1wvR7VsKqsX2elAU9LoL+tyLLrY9V9q/sTHmhyNt1bzn5SWefvppxo4dy1dffcXx48cvO64oCk8//TQ33nhjjWWEEEIIr1Kt8M10241Epxuh01ivhZJTWE5plRWjXqF1bKjX4hDuJfdPQghviI8M4uP7+9MsPJC9+cVMfHMtO3KKaq2jaRofrzvCjW/8xK+nDDwa+HeKkq9Dr1bC53fDL+97KHohPKTsNKz9L4bZAxly4EV0e7623SMmD4Bb3oY/7YHrn4fY9t6OtMGye4TTPffcw7XXXsuyZct47bXXyM7OpkWLFqxatQqwXaDuvvvuWss0JmazGbPZXOOxC7870qY99ewpV1eZ2o47e8wXuDs+V7TvTBuO1PFWfvh6boDkh71lG3J+6Da9jz5nE1pAGJaRL4Cbfo722JlTCECb2FBQrY0+P1RVu6yMMzE6whPXI7l/coyr7598Jb9rOya/H+X3Y23H6vOzSY4KZP60/tz/0WYOFZRxc9rP/G5oGx64qhXBAecXONY0jQ2Hz/Byxn62Zts6pQa1iebV27oTEnIt6nePocv8BJbMwFqYgzr0KVDOT62T/GiY+eEpvpgfyvEt6DZ/gLLrKxRLBQpg1gVBzzugz30Q1/XCE9T7vP6WHw79rDU7t0cZNGgQ69atu+i17OxskpJsi8jpdDoGDhzI2rVrayzjzy5c9HLfvn3MnTu3zkUvhRBCeE5Q1Wmu3f0URrWCbUn3cLjpCI/HoGnn79EzchS+zdLTJ1blnvaqx2PxNe/v1bHttG3g9euDLB45Z1lZGZMnT6aoqKjGdYPqS+6faif3T0K4X6kZPjt0/hobYtDoEqURHQilFthdqHC60vbLKUCnMbaFyjXxGtXLNWkaHfMW0SnvKwAOx17LtqR7QLF7sowQXqdTq0go/IXWJ5cRXXaw+vXC4BYcib2O7CaDsOqDvBhhw+HI/ZPdHU6PPvooKSkp3HvvvVc8rtPpmD59Oj179qyxTGNwbtHLgoICly566Ug9e8rVVaa2484e8wXujs8V7TvThiN1vJUfvp4bIPlhb9mGmh/6hVPQ7V2CmtgX6z1LHN6+1tkYNU1jzros3vrxEG1iQ/lkal8Meh1PfrmDL7cc59Hr2pE6rE2jz4/fzc0kY7dtq+Fdzwz32KKXsbGxbu1wkvsn+7jr/slX8ru2Y/L7UX4/1nbMVT97TdNYsj2PV5YdIPtM+WXHg4w6JvZKJHVYG5qGX3lbO92vc9B99zgKGmqXm7GOfxP0AZIfdpb15fxwJ6/nR2EWui0fosv8BKXsFACazojW5SbUPvejJfbFbLFIfjjAkfsnu6fUHT58mK+//pq//e1v9OvXjx49etCjRw/GjRtXXebQoUMsXry41jKNhSsWBKtvPW8tSuZIjN7i04vW1aONxrhonTtIfvhhfuz+FvYuAZ0B3fg30AU6/wmWozG+s/og//xuLwCbswr5IjOPuwa2xFRh2wa+aUTQRe011vzQXbDzkafywxPXIrl/coy77p+8nd/2HJPfj433+mfPMVf8bG7p04JxKUlsPHyaTUfPUFBSSWiggZ5JUQzt0PSiaXZXNGAahEbDlw+h27UIXWUxTPoYjAEui7E2kh9y/bC7fVWFQyvhl/dg3/egnR1JHpEEfe9D6T0FJazp+QWtzw4/l/ywjyNt2d3htHjxYgBKSkrYuXMn27dvZ/ny5RfdDNlTRgghhPCoChMsfdz2ePAfLp6X72bbsgt58XtbZ1NsWCAFJZV8uPYIdw1sSXGFbf57RJBv3yCK+pH7JyGELzHodQxuF8vgdrHONdBtIgRFwvy74eBy+OhmuP1Tl8YohNPKCyFzrq2j6fT5aXO0GQb9pkGHG0BvdxeIcAGHf9phYWEMGDCAAQMGXPS6qqp1lhFCCCE8bsXfofg4NGkNQ5/w2GkrLVYeX7ANq6pxY4/mPDqiPSNeXU2+qQIAU4VtnaKIYOlwagzk/sk+ZrMsGu6LfHHRX1e0IfnhpJZDUSZ/gX7+nSjZG9F/NI6g+N9KftRRttHkxyU8cf2IKMtC+WY62u6vUMxlAGiB4ajd70DtM/X8LnOqBqr9P9+6zmtvHX/LD0fak+49IYQQ/it7E2x81/Z43CwwBnvs1P9dcYC9+cXEhAbwt5u6YT27C1txpQVV1apHOIUHya9i0XhduGg4QHp6ep2LhmdkZDh8Hkfq2FO2rjK1Ha/pmDPvy9PcHaMr2pf88JzwVk8w+MC/CSrYw1Wmf7BWraI0MM5t55P8aFj5cSlXx6ioFtsi4AXLGF66v/p1U1ASh5uO4FiTwVitQbBxP7C/5obqGWNjzI+ysjK7y8pdrhBCCP9kqYKvfw9o0OMO23BqD9mRU8Sbq2xDuf9+czeiQwOosthGsmgaFFdYMJXLlDohUlNTSU1NrV40fNSoUbJouA/y+qK/bmpD8sMFzoxCnXsroYVHuO7ov7HcuQDiurn0FJIfDTg/cEOMpuPofv0QXebHKKW2zUZU9Kgdx0L/BwhOHkQXRaGLm2NszPlhMpnsLisdTkIIIfzTT6/BiV0QEgvX/9Njp62yqDy2YCtWVWNs9+aM6d4cgACDjmCjnnKzlTNlVRRXnptSJ7+KhThHFg33zT8Yz5FFoSU/LtOsPeYpSyh++wYiS49h/PgmuGshJPd3+akkPxpgflygXjFqGhxdCxtmw54loNlGxRIWj7XXPSw7k8i1N/1G8qMhLxouhBBCNBgndsPql2yPx/wbQmM8duq0lQfYk1dMdGgAz9108QLlkcFGys1WjheWo9lm2MkIJyGEEA1bWBw/tf8/Rp+Zgy57g20h8d98Dq2u8nZkoqEzl8P2hbDhbcjffv71lldB/weg042oKlQsXeq9GEWtpMNJCCGEf1GtsPgR26KQHcdA1wkeO/Wu4ybSVh4A4LnxXYkNC7zoeFSIkTxTBdlnygEI0OsINOgua0cIIYRoSCyGUKx3fo7uiylwaBV8civc8Sm0u87boYmGqCjHttPc5jlQftr2miEYek6C/g9evOPwFRYBF75DOpyEEEL4lw1vQ84mCIyAsa+AonjktGarbSqdRdW4oWs8N/ZoflmZczvSHTtTdva5AcVD8QkhhBBuFRAKd86Hz++G/ekw7w64/WPoeIO3IxMNgabBsQ22aXO7vj4/bS4yGfpPg153Q0i0d2MUDpMOJyGEEP7j9GFY8Xfb41F/h4gEj536rVUH2ZVrIirEyN9v7nbFjqTIcx1Op20dTuEyna6agnS8CdsCp85sCV1be/bW8bdtq13JE9ua17d9yQ/vuShGoxEmzkH/1TR0e5egzf8N1lveRes0zjXte7ANyQ/XqDNGSwXKrkXof3kHJW9b9ctqi8Go/R5E63AD6AznGnO8fVfEWM86/pYfjrQnHU5CCCH8g6bBN9PBXAatrobeUzx26j15Jv6zwrbl7nPju9I0PPCK5ao7nM5OqYsIkl/D52ho3g5BeEFaWhppaWlYrbZPstPT0wkJCam1jmxb7T3ujlG2vfef/FCCJ9I76hRJhevRfXE/v7Z8kJzowS5r35NtSH64xqUxBpnP0OrkclqdWkmgpRgAq2IkO3owh2JHYgppAYeAQ+lOte+KGF1dx1/yo6yszO6ycqcrhBDCP2z5BA7/CIYgGPe6x6fSma0aI7vEMb5nzaOqZISTEBdLTU0lNTUVk8lEZGQko0aNIiIi4oplZdtq73F3jLLtvZ/mhzoWdcl0dNs+o8/Rt0np3gWt52TXte/mNiQ/XOOiGA0GlOOb0f3yDsrur1FU2469WngCat/7UVPuIiEkBkfGp0t+eD4/TCaT3WWlw8lNXD0k3JF63hqy50iM3iJDwv1vSKcrSX404PwozsXww/+hANahT6FGtLjisOv6qCnGt348xI4cE5HBBp69sRMWi6XGNsID9QCcKK4EICxQf1m7jTU/NE27rIwzMTrCl69HjZUrtoyubx1/2bbaHdwdo2x772/5YYSb3wJjMMrm/2H49g+ACn3vc1H7nmlD8qP+FM1CwL5vMPzyNuRsPn+gxSAY8BBKpxvR643o63EOyQ/P5YcjbUmHk4t4aki4I/W8NWTP3nN7kwwJ958hne4g+dHw8qPfoddJqDRxJqQ1a061RHPj9rgXxphbBq9v0wMK4xIr2bRmea11s/MUuOB2quhkLkuX5tTYvitidEcdd+RHXp4O0NVa15tDwoUQQjhBp4MbX7ONPt7wFnz7qG09nt53ezsy4QkVReh++YARO9/AkHl2tzl9AHS7FQY8BAkpXg1PuJ90OLmIu4eEO1LPW0P26vPePEWGhPvfkE5XkvxomPmh7PkGw5bNaDoDYZPnMPrCrXJd6NIYLVaVSe9uxKqZGN4xlmd+06vOHecsW3NZeHh79fMObVsxZkynK7bvihhdXced+fFtYSacPgHgk0PChRBCOElR4IYXbI83vAVf/97W6ZRyp3fjEu5z5qhtt7lfP0JfVUIIoIXEovSfBn3vh7Cm3o5QeIh0OLmJu4aEO1LPW0P2HInRW2RIuP8M6XQHyY8GlB9lp+H7JwFQrpqBMSnF/rpOOhfjez8fZFuOiYggA/+a2JOAgIA664YFX1wmwKC/7P021vzQ63R11vXmkHAhhBD1cK7TSTXDL+/B4t/ZOp163ObtyIQrHfsF1v0Xdn8NmgqAFtuRzJCr6HbncxiDw70coPA06XASQgjRcKX/GUpPQGxHuOYxj532wIliXlu2D4C/3NiFuIggu+rpLxkBdWEnS2Mnu9QJIYSfUxQY/RJYzfDrh/DVg6A3QNdbvB2ZqA/VCnu+hXVpcGzD+dfbDIdBj2BpeQ1Z331HN4N990rCv0iHkxBCiIbpwHLI/BRQ4Kb/giHQI6e1qhqPL9xGlUVlWMem3Nonye66ev2lHU6ujk4IIYTwYTod3DjL1kmR+QksvN820qnzOG9HJhxVWWLbIXj9m1B41PaaPgC63w6DfgfnljiQDToaNelwEkII0fBUFMHXf7A9HvAQJPf32KnnrDvKlqxCwgMNvDChe53rNl1IRjjVTMH+n6MQQogGTKeD8W+AaoFtn8GCe+GOudDhem9HJuxRWmBbn2njO7b7MYDgaOh3P/SbBuFx3o1P+BTpcBJCCNHwpP8ZTNnQpDVc94zHTptfDq/9cgCAP9/YmeaRwQ7VN+gu6XByoLPK38mUOgG2BeLNNXwafu71mo7Xt449ZesqU9vxmo458748zd0xuqJ9yQ/vcTrGsa+jt1ah2/kl2uf3YJ28EC15oOvar2cbkh+XKDyKbv2b6LbORbGUA6BFt0Ud8FvU7reDMeRcUB6NUfLD8/nhSHvS4dRA7Mgp4u0fDxBZpjDG28EIIYQ3HVgGv35ke3xTGgSEeuS0VlVj3kE9lRaVq9vHcnvfZIfb0F3a4SQDnEQjl5aWRlpaGlarFYD09HRCQkJqrZORkeHweRypY0/ZusrUdrymY868L09zd4yuaF/yw3uciVEx3kj/iIPEm7aifXo7P7X7P0whLVzWvivaaOz5EVGeRbv8JSSe2YAO20LgZ0LasD9uLLmRfSBPB3mr6mxHrh/+kx9lZWV2l5UOpwbipwMFfLMtj8QQHc9o8imwEKKRumgq3cPQaojHTv3R+iwOFyuEBur518QeDk2lO+eyEU4ypa6aTKlrnFJTU0lNTcVkMhEZGcmoUaOIiIi4Ylmz2UxGRgYjR460e4dBR+rYU7auMrUdr+mYM+/L09wdoyval/zwnnrHaB6BOu92jMfWMyz7DSz3fAvRbVzXvpNtNOr80DSUY+vQrX0D3cFl1S+rbYajDvo9YS2vppei0MuOpuT64X/5YTKZ7C4rHU4NxB39knl92T5yylQ2HjnDVR1kbqwQohH64Wkw5Xh8Kt3hglJeXbYfgKeu70hilGNT6c6REU5C1M5oNNZ5U2xPmfrUcUUMtR2v6Zgz78vT3B2jK9qX/PAep2M0RsLk+TDnRpT87Rjn3QpT0yGiuWvar2cbjSo/NA32/QBrXoHsjbbXFB10uRmGTEeXkIKzty5y/fCD/LigPXvJrW4DERUSwC29EgCYs/aol6MRQggv2L8MtnwMKHDzmx6dSvf4gq1UmFU6RKpM6pvodFuyaLgQQghxBcFRcNcXtg+UCrPg41ug/Iy3o2o8NA32LIF3hsK8SbbOJn0g9LkPHtkEt/0PElK8HaVogOROtwG5Z2BLAJbvPcnRU6VejkYIITyovBC+/r3t8cDfQsvBHjv1Bz8dZtPRM4QG6rmzrerUVLpz9JctGl7f6IQQQgg/ER4H9yyCsHg4uRvm3w2WSm9H5d9UFXZ9DbOvhs8mQ+5WMIbC4D/Ao9th3CyIaevtKEUDJh1ODUjbpqF0jlLRNJiz9oi3wxFCCM/54WkoPg7RbeHav3jstAdOlPBS+l4A/u+GjkQH1q+9yzqcdNLjJIQQQlRr0so20ikgHI6ssa3bKOvXup6qws6vYPZV8PndkL8dAsLgqhm2jqZRf7d1AApRT9Lh1MAMa2674C7YlE1xhe9ujyqEEC6zLx0yP+H8VLrad7ByFYtV5U8LtlJlURnaoSm39XF+Kt05smh4zVKHtwOgf1PVy5EIIYTwqvhucPscUPSw7TN0a/7t7Yj8x7mOprcGwYJ74cROCIyAax63dTSN+CuExng7SuFH5E63gekYqdGuaSgllRY+35Tt7XCEEMK9ygvhm7O70g38HbQY6LFTv7PmEFuPFRIeZOBfE7vXayrdObJoeM26J0WS+edrmdxWOpyEEKLRazcCbnwVAP2al0g+tcbLATVwmgYHlsG7w2wdTSf3QGAkDH0KHt0G1/4ZQqK9HaXwQ3Kr28AoCtw72LaW05y1h7GqMsRUCOHHfvg/KM49O5Xuzx477d68YmZl2Hal++u4rjSPdG5XuktdOsJJ54JOLH8SGmhAfiRCCCEA6HMvXPVHAFKyPkA5+rN342mojv0CH46DTyba1mgKCDvf0TR8JgQ38XaEwo9Jh1MDdFPP5jQJMXLsdDnpO/O8HY4QQrjH3u8g81M8PZXObFX504JMqqwq13VqxsTe9Z9Kd86lHUwGWTVcCCGEqNm1z6B2vgkdVvRfToXCY96OqOHI3wXzJsP7I2zrYekDYGAqTN96tqMpytsRikZAOpwaoCCjnrvO7lg3+8eDaLKQnhDC35QWnN+VbvAjHp1K99aqg+zIMREZbOSFCa6ZSnfOpYuEywgnIYQQohY6HdZx/6EwuCVK2SnbTmpVZd6OyrcV59vuod4aDHuXgKKDXnfB73+FG/4JobHejlA0IgZvB+CvzGYzZvOVF/U+93pNx2tr89z33/RL5J3Vh9iaXcTP+08woHX0FcvZ05ajx5095gvcHZ8r2nemDUfqeCs/fD03QPLD3rJuzw9NQ7/49+hKT6I17Yzl6ifBQ3mzK9fEG8ttU+meGduJJsH6y2Kuz7+fploveq5oqkvbbxT54UK+fD0SQghxljGEjW2mM/Lw8yh522xrO054F5mDfQlzBax/E9a8AlUlttc6j7ctSdC0o3djE42WdDi5SFpaGmlpaVittj8m0tPTCQmpffpHRkaGU+c6V69fjI6f8nU8/+VGHu58+SKr9rRfV5najjt7zBe4Oz5XtO9MG47U8VZ++HpugOSHvWXdlR/Jp9bQO2spqqLnx+jfYEpfUWcsrmBR4ZXteiyqQo9oFX32FpbmbLlijM4qNsOFv3ozt2xBy7p4lKrkh+euH2Vl8im5M2655RZWrVrFddddx8KFC6tfLywsZMSIEVgsFiwWC9OnT2fatGlejFQI4S/KA2KxTngfw6cTYfsCiO8BQ/7g7bB8g6ah7P4aVjwLhVm21xL7wPUvQIsBXg1NCOlwcpHU1FRSU1MxmUxERkYyatQoIiIirljWbDaTkZHByJEjMRqNdp/j0nrdTpcxctZP7C7U0brXEDo3D7e7/brK1Hbc2WO+wN3xuaJ9Z9pwpI638sPXcwMkP+wt6878GNW/E0H/+x0A2rD/46rBD9v1Hl1h1vIDHC87RJMQI29PG0xsWKBdsTuisMzMnzetrH7er28fRnRu5rL2/T0/XP1/02QyuaytxmT69OlMnTqVDz/88KLXw8PDWb16NSEhIZSWltKtWzcmTJhATIxssS2EqD+t5VVww7/gu8dh2V8hqS+0HOztsLyrYB9DDryAIXOP7Xl4Aox4FrrfBjpZPUd4n3Q4uYnRaKzzptieMrXVaxsXyZjuzfl2Wy7vrz3K63f0cnkMtR139pgvcHd8rmjfmTYcqeOt/PD13ADJD3vLujw/NJXA76ajVJVA8kD0V/8RvU5vV7z1tS27kNmrDwPwj5u707xJWI1l6/PvFxh4yfMAw2VtSX547vrh69ciXzVs2DBWrVp12et6vb56dHdlZSWapsk6k0II1+o/DXI2wbb5sPB+ePgnCG2Endrmclj9MoafXydWNaMZglGGTLeN+goI9XZ0QlSTbs8G7uGhbQH4dlsux07L1AAhRMPV9sT36LLW2bbrvWU2eKizqbzKyqPzM7GqGmN7NGdsj+ZuO5dekUXDhXutXr2acePGkZCQgKIoLFq06LIyaWlptGrViqCgIAYMGMDGjRtddv7CwkJ69uxJUlISjz/+OLGxsjitEMKFFAXGvgox7aH4OCx6GNTLlxbxa/uXwZsDYc3LKKqZvIgULA/9bNt5TjqbhI+REU4NXLfESK5uH8ua/QW8/9Nhnh3f1dshCSGE407sonPu2bVgrv8nRLf22Kn/9d1uDp0spVl4IP+4qZtbz3XpLnUGGe4uXKy0tJSePXsydepUJkyYcNnx+fPnM2PGDGbPns2AAQOYNWsW119/PXv37qVZM9v0zpSUFCwWy2V109PTSUhIqPX8UVFRbN26lfz8fCZMmMCtt95KXFzcZeUqKyuprKysfn5ueqOrN11pzIviu5JsqiH5URuP54cuEG55D8P/RqHsT8f60yzUQb93eYy+lh9GSzHKl9Ng91cAaOEJVF33dzYcMTAytLnHNlhxlFw//O/64Uh70uHkBx66pi1r9hfw2S9Z/OG69oQHyCfmQogGxFKJYfHvUDQLavvr0fW+x2On/nHfST5cdxSAl27rSZPQALee79IOJ+lvEq42evRoRo8eXePxV199lWnTpnHfffcBMHv2bJYsWcIHH3zAU089BUBmZma944iLi6Nnz56sWbOGW2+99bLjL7zwAs8999xlr7tr05XGuCi+O8imGpIftfF0frRMuJOUY3NQVvyDn3N0FIXU/WFVQ82PuKItXJv1AQZLERoKB5uOYm/zCViOGkGR/HBV+w01P+o65s1NV6TDyQ8MaRdDt8QIduSY+HDtER4Z5rmRAUIIUW+rXkA5sYNKQzi6Ma95bJrZmdIqHl+wFYApg1oytENTt5/z0il1lz4Xwp2qqqrYvHkzM2fOrH5Np9MxYsQI1q1bV+/28/PzCQkJITw8nKKiIlavXs1vf/vbK5adOXMmM2bMqH5uMplITk52+aYrjXlRfFeSTTUkP2rjtfzQRqN+eRrdnq8ZemoulpuXgyHIZTH6RH5UmNBnPI3u0DwA1Jj2qOPTaJnQm5ZOvi9Pk+uH/10/HNl0RT5b9QOKolSv5TRn7RGKKy4fBi+EED7p6Dr4aRYAW5Pvg7BmHjmtpmk8vWg7J4orads0lKdGd/bIeXU6hQv7mAx66XASnlNQUIDVar1siltcXBx5eXl2tzNixAhuu+02li5dSlJSUnVn1dGjR7n66qvp2bMnV199Nb///e/p3r37FdsIDAwkIiLioi8hhHCIomAd/RJaaDOUgr3ofnzB2xG5lJKzGcN7Q9Ftm4eGwv5mo6mYko6W0NvboQlhNxnh5CdGd2tO26b7OHiylE82ZNHS2wEJIURdys/Al9MADbXHHeTq+9Krzkqu8dWWHJZuz8OgU5g1qRfBAZ5ZoBzAoFMwW207d8mi4aIhWrZs2RVf79+/v8PT8dLS0khLS8NqtQIypc7XyZQYyY/aeCs/4uMmM+DQLHTr32TtqShOh3V0uA1nzuts2TrzIz2dtie+p8vxz1GwUhrQjF9bPsjpsA7sWrmm3jF6i1w//Of6IVPqGiG9TuH317bn0fmZfPDzUWZe+QNFIYTwDZoG3/4Rio5Bk9ZYR70Ay698E+Vq2WfK+OvinQA8OqI93ZMiPXLec2ydTLYOp0vXdBLCnWJjY9Hr9eTn51/0en5+PvHx8V6JKTU1ldTUVEwmE5GRkTKlTqbEyJQYyQ8n2h+D+k0+um3zuOrkp1hu/vGy3doaSn6s+m4R15d9if64rYNA7XwTAWNeo48+WPLDje03lPzwleuHTKlrpG7s0ZzWsaEUlpv5KU/+iBFC+C5l2zzY+RXoDDDxfQgM98h5rarGjM+3UlxpoU/LJtXTkT3pwk4m6XASnhQQEECfPn1Yvnx59WuqqrJ8+XIGDRrkxciEEKJ+rCOfR4tIRCk8gm7NS94OxynKqX1cs+9Z9Acz0PSBWG94Cest70GQTDkWDZeMcPIjBr2OR4a3408LtrLiuI6yKguRPtrTLYRovEIrctH/8Dfbk+FPQ1Ifj23l+/5Ph9h4+DShAXpevb0nBr3nP3eRDifhTiUlJRw4cKD6+eHDh8nMzCQ6OpoWLVowY8YMpkyZQt++fenfvz+zZs2itLS0etc6T5MpdY6d19tkSozkR228nR9xsbcz0PQayvq3WFOYQHFwksNtOHNeR8teqUyzoq30PZJGsFpBWUAsG1pPx5QfB999Z1f7kh9y/ajtmEypEy5zU0oCs5bt49iZcuZuzOa3w9t7OyQhhDjPWkXfI2+hmEuh9TUw5FGPnXp3romXf9gHwDPjutAyJrSOGu5xYSeTQTqchItt2rSJ4cOHVz8/txPclClTmDNnDpMmTeLkyZM888wz5OXlkZKSwvfff3/ZQuKeIlPqZEqMq9qX/PAe38mPMagL9qLbt5RhpV9jnfA1KDqnY/RUfuh+eRfdlldR0CgI7UjIfQu5KrK5XXUlP+T6UdsxmVInXM6g1/HboW0AeO+nI5RXWb0ckRBCnKdb9U+iyo+gBTeBW94GnWd+DZVXWfnDvC1UWVVGdI7j9r7JHjnvlVzYySSLhgtXGzZsGJqmXfY1Z86c6jKPPPIIR48epbKykg0bNjBgwADvBSyEEC5kHfVPNGMIumPrUbZ95u1waqdp6H58AX36TBQ0LD0ms7bdkxAS6+3IhHAZGeHkh25Oac7L3+3gVGkVczdmcf9Vrb0dkhBCwMGV6Nf/FwDr2NcxRCR47NR/X7KL/SdKaBYeyIsTu6N4saPnwk4mmVInGjuZUufYeb1NpsRIftTGV/KjXdNxdD0+H+v3T7MsKwCL/vw1xWfyQ1Ppkf0RrQtWALC7+QT26a4HRZH88GL7PpMfTh6XKXXCI4x6HSMTVeYf0jP7x4P8ZkALgoye2/JbCCEuU1oAXz0MwOHYa0nqOMZjp/5+Ry5zN2ShKPDapBRiwgI9du4rMcgaTkJUkyl1MiXGVe1LfniPz+WHdSTau78SeGo/N4TtRh3+F9/Kj+uuJej7R9EVrEBDQb3hRdr1mUpLyQ+vte9T+dEArh+OTKmTDic/1b+pxppTQRwvquCT9Ud54Oo23g5JCNFYqSos+h2U5KHFdmRn4p1cvoyne+QUlvPEwm0APDy0LUPaeX+Yuk46nISokdForPOm2J4y9anjihhqO17TMWfel6e5O0ZXtC/54T0+kx9GI4z8G3x2J/qNb6Mf8CCExDkdo0vzQ1MJyngS3Y6FoDOgTHgHfbeJXDg0QPLDe+17PT/sKOML+eFIW9Lh5KcMOnhkeBv+b9Eu0lYeYFK/ZMKDfPsiJITwU+v+A/t/AEMQlpvfwbr5qEdOa7Gq/PGzTEwVFnomRzFjZAePnLcuskudEDUzm82Ya9i18tzrNR2vbx17ytZVprbjNR1z5n15mrtjdEX7kh/e45P50WYE+haD0WWtRV32N8yjZznchsvzo6qK7tmfoCtYhqbosN78NlrH8dU79Up+eK99uX44xpH2pMPJj92SksB7Px/l0MlS3l1z2Gf+2BJCNCJZG2DZc7bHo1+EuK6AZzqc/rvyABuPnCYs0MAbd6Rg1PvGPhn6C9dwkkXDRSMnazg5dl5vkzVYJD9q42v5ERU8iqGsRdn+OevNPSA42av50TH3KzoVLEND4dcW08g+bITDSx1qQ/LDve3L9cM+soaTAGw71j02qiO/+/RX3l9ziCmDWnp97RIhRCNSdgoW3geaFbrfBr2ngMXikVP/cuQ0byzfD8A/bu5Gy5hQj5zXLhf0MckIJ9HYyRpOsgaLq9qX/PAeX84P9cst6HYv5hptA0tI9lp+KDsWYNjyla3syBfo0f8BejjQhuSHe9uX64djZA0nUW10t3i6J0ayPaeItJUHeWZcF2+HJIRoDDQV/depYMqBmHZw42vgodE8RWVmps/bgqrBhN6J3Nwr0SPndYZ0OAlxMVnDyTf/YDxH1mCR/KiNT+bHsCdh92L0e78hrPMg7+RH1nr4djoA+5uNpVX/ByQ/fLR9uX7YR9Zw8gGuXoPAkXqXlvvjiLZM/fBXPl5/hCkDk0iICnbLHFFHYvQWmUPsf3OIXUnyw3X50e7Ed+iOL0MzBGG55X3QBcEF10V35YemaTyxcCvHiypoGR3CX8Z0dNm/p8vyQ9OqH6pWy7mlGxpVftR03JfXIBCe4er7p8ac364kvx8lP2rj0/kR3QF9x7Ho9i6hQ943mM33uuW8NZYtOYHh83tQrFVYOoxlV8htJEp++Fz7cv1wjCPtKZp2wZ2vcNqFaxDs27ePuXPn1rkGgadoGqTt0rHfpGNAU5XJ7VRvhySE8GPRJfsYsv+f6FDZkjyVrNhhHjv3j7kKXx7Ro1c0Hu1mpUWYx05tt+e36DlRYRvZ9PIAC0bfWFqqUSorK2Py5MkUFRXVOI1LuJcv3z8JIfxDZNkRhu19Bg2F5Z1fpDQo3jMn1lQGH/g3TUt2YQpKZHWHZ7HqZXkT0fA5cv8kHU4udm4NgoKCApeuQeBIvSuV23KskNvf2YhOgaW/H0KLqACXzxGtz3vzFHfH54r2nWnDkTr2lK2rjDM54Ou5AZIf9pattUzZKfTvDUdXfBxLlwloN7990VQ6d+ZH5rFCJr//C2arxl/GduKegS2caqcmrsqPUbN+4vAp22KLu58dgeHsYuaNIj/qOO7p64fJZCI2NlY6nHyAu+6fGnN+u5L8fpT8qE1DyA/dvDvQH1qGOWUKjH3F5ee9Ulnd6n+jX/NvNGMIlvsyMEe1kfzw0fyQ64djHLl/kil1buKK+Zn1rXdhuf5tmjKySxwZu/KZtfwg/7mjh11tOTNH1JEYvUXmEPvPHGJ3kPxwMj9UKyx+GIqPUxzYnKCxr2IMCHCofWd/NoVlVTz6+XbMVo0x3eOZelUbFDetGVXffz/lgnWbggIDLovTb/PDgeOeun74+rWoMXLX/VNjzG93kN+Pkh+18eX8sAx+BA4tw7BzAcr1f4PgKLect7pszq/wk61jS7nxNYwJ3eDsNCTJD99tX64f9nGkLRnI34g8fn1HdAp8vzOPX46c8XY4Qgh/s+IfcGglmjGEX1o/AgGemc+mqhp/+nwrOYXltIwJ4V8Te7its8nVGkqcQgghREOmtRhCUVAyirkMtnzs3pNZKmFxqm2X3q4ToOcd7j2fED5MOpwakQ5x4dzR3zbF5J/f7UWVyZRCCFfZ/S389CoA1rGvURyc7LFTv7PmEMv3nCDAoCNtcm8ignz7Ez4hhBBCeJiicKjpSNvjje/YRmW7y5pX4cQuCImFMS+57zxCNAAypa6RmTGyA19nHmfHcRObQxRu9HZAQoiGr2A/fPWw7fHA36F1nQhHl3rk1BsOneKlH/YC8Oy4rnRLjPTIeYUQ7mE2yy51vkh2mZL8qE1DyY+c6EGknPwKpTALy57v0dqPctl5z5WxnDyI4afXUADL9f9CC4isnkon+eHb+eFoG435+uFIe9Lh1MjEhgWSOrwdL36/h2+ydDxeZSHSx+f7CiF8WGUxzL8Lqoqh5RAY+Tfw0EaYBSWV/H7eFqyqxs0pCdzZ33OjqoQQrnHhLnUA6enpde5Sl5GR4fB5HKljT9m6ytR2vKZjzrwvT3N3jK5oX/LDe3w+P3SBHArvT9uKH8hPn8Wm/RaXn/fM54+QYK3kZFgX1h42wpHLP4CT/PDd9uX6YZ+ysjK7y0qHUyN035BWfLr+CNmFFbz/81FmjOrk7ZCEEA2RptnWKDi5B8Kbw63/A70RVPd/ymZVNR79LJMTxZW0bRrK87d0l/WQhGiAUlNTSU1Nrd6lbtSoUbJLnQ+SXaYkP2rTkPIjYcxj8OEPJBRnMmb4IAhu4pLzms1mfv3yDRIKf0FT9ETd+TZjmnV2qD3JD++1L9cPx5hMJrvLSodTIxRk1PP4qA5M/3wb7645zOQBrYiPDPJ2WEKIBka3IQ12LQadEW7/CMLjPHbuV9L38tOBAoKMOt66qw+hgfLrTAh/ILvU+eYfjOfILlOSH7VpCPlhSOoFcd1R8rdj3LMY+k9zzXk1jc65CwFQ+t6HMbGH0+1Jfnivfbl+2Ed2qRN1Gt0tjtbhGuVmlX8u3e3tcIQQDUxT0w50K/5me3LDC5Dc32Pn/m57Lm+uOgjAixN70CEu3GPnFkIIIUQDlzLZ9j1zrsuaVI6sJqZ0P5ohCK553GXtCtHQSYdTI6UoChNbWVEU+HrrcdYdPOXtkIQQDcXpg/Q98l8UTYWek6HfAx479b78Yv60YCsAD1zVmptSEj12biGEEEL4ge63gaKH47/CqYP1b0/T0K2x7Uan9roHwuPr36YQfkI6nBqx5DCY3M+2yO4zi3dgtnpopV8hRMNVXojh898QYC1DTewLN74GHlo7qajczEMfb6asysrgtjE8NVrWnxNCCCGEg8KaQuurbY93f1P/9o7+jO7YeqyKEXXQ7+vfnhB+RBa9aOT+OKId3+3MZ/+JEub8fIRp17TxdkhCCF9ltcDC+1BOHaDMGI3x1g/RGT2z/puqasyYn8nhglISo4L5z529MOjlMxMh/I3ZbHZqS+ja2rO3jr9tW+1Ksq255EdtGmJ+6DqMQX9oFequr7EOSK3XefXr3kIHZEVfRVxQLDh5DZP88F77cv1wjCPtSYdTIxcZbOSpGzrxxBfbmLVsH+NTEoiLkAXEhRBXkP5nOLgCzRjCxjaPMiTMc4uEv758P8v3nCDAoGP2XX2ICQv02LmFEO6TlpZGWloaVqsVgPT0dEJCQmqtI9tWe49say75UZuGlB+B5iCuR0F3fDMZiz6hIiDaqfMGVxUwcu8SAA43Hck2yY8aNaT8cFcdf7l+lJWV2V1WOpwEt/ZJYt4vWWzJKuQfS3bznzt7eTskIYSv2TwHNrwFgHV8GkWH9B47dfrOPF5fvh+AF27pTvekSI+dWwjhXqmpqaSmpmIymYiMjGTUqFFERERcsaxsW+09sq255EdtGmp+aEVzUY6tZ0RSJWrfMU6dV7fyHyhoWFtcRXFwkuTHFTTU/HBlHX+7fphMJrvLSoeTQKdT+PtN3Rj/35/4ZutxJvZOZEibJt4OSwjhK478BEv+ZHs8/Gm0TuPg0FKPnHrXcROPzs8E4N7BrZjYJ8kj5xVCeIcrtoyubx1/2bbaHWRbc8mP2jS4/OhwPRxbj/7wKvSDHnb8vKoVtn8OgNZ3KhyW/KhNg8sPN9Txl/xwpC1ZAEMA0C0xkvuGtAbg6a92UFpp8XJEQgifcHIffPYbUC3QbaJHt/o9UVzBAx/+QlmVlavaxfL02M4eO7cQQggh/Fzba23fj6wBS5Xj9Y+sgeLjEBSF1v5618YmhJ+QDidR7U+jOpDUJJicwnJeW37A2+EIIbytOB8+nQgVhZDUD8b/12M70lWYrTz40WaOF1XQJjaUtMm9Mcoi4UIIIYRwlfgeEBILVSWQvdHx+ls/s33vNgEMsrakEFcid++iWkiAgedv6Q7AR+uzOFLs5YCEEN5TVQpzb4fCLIhuA3d+BgG1L+TrKpqm8eQX28g8VkhksJH37+1HZIhvDxMXQgghRAOj050f5XRguWN1zRWw+xvb4x53uDYuIfyIdDiJiwzt0JQJvRLRNPjsoJ4qi+rtkIQQHqZoVvRfTYPcTAiJgd8shNBYj53/vysOsDjzOAadwlt39aZ1bKjHzi2EEEKIRuRch9PhHx2rd2SNbWRUeAIk93d9XEL4CelwEpf5841daBJiJLdc4e3Vh70djhDCkzSN7tkfozuQDoYg28immLYeO/13O/J4JWMfAM/d1JXBbT3X0SWEEEKIRqblYNv33K1gLre/3t6zm6d0vMFjyw0I0RBJh5O4THRoAH8Z2wmAN388xLbsQu8GJITwGN3a12ldsAINBSa869FP7Q4Xw+Nf7ADgviGt+M2Alh47txBCCCEaoagWEBZv2xwl51f76mga7P3e9rjjGPfFJoQfMHg7AOGbbuwez0crtpJ5SseMz7fy7e+vIsio93ZYQgh32vQB+lX/AEAd+Q/0XcZ77NSHTpbyzh49lRaVazs14+kxsiOdEI2R2WzGbDbXeOzC7/a2Z28de8rWVaa24zUdc+Z9eZq7Y3RF+5If3tPQ80Of1B/dnq+xHl2Hmti/7jq5WzEWH0czhmJJGggXXLckPy7X0PPDFXX8LT8caU86nMQVKYrCba1VciqDOHCihJd+2Mtfbuzi7bCEEO6y4wv4dgYA++LG0br/Q3iqi/lEcQX3f7SZMotCj6QI/ju5FwY/3pFOBt4LcV5aWhppaWlYrVYA0tPTCQmpfYOCjIwMh8/jSB17ytZVprbjNR1z5n15mrtjdEX7kh/e01Dzo01xGN2BE5u/ZWNh+zrrtMtfQlcgL6QDG9NXOByj5Ifvti/XD/uUlZXZXVY6nESNwozw/M1defCTLbz/02FGdI5jUNsYb4clhHC1/cvgywcBDWvve9mtDqe1h05dUmnhvv/9QnZhBbFBGu/8phchAfKrSYjGIjU1ldTUVEwmE5GRkYwaNYqIiIgrljWbzWRkZDBy5EiMRvt2rnSkjj1l6ypT2/GajjnzvjzN3TG6on3JD+9p6Pmh5MTBnLnEm48yZvTo6jWZaqqjn/8xAM36TWDMgDF2xyj50TDzwxV1/C0/TCaT3WXlrl7UanjHptzZP5l5G4/x2IKtLJ1+NSGSNUL4j6z1MP8u29oF3SaiXv8ifP+DR05ttqr87tNf2XncRHSokd92KCcmLNAj5xZC+Caj0VjnTbE9ZepTxxUx1Ha8pmPOvC9Pc3eMrmhf8sN7Gmx+JPUGfSBK+WmMxccu2yzlojqqFY5tBEDf5mr0l7Ql+VGzBpsfLqzjL/nhSFv+O2dBuMzTY7vQIjqEnMJyZn65DU3TvB2SEMIV8rbD3NvBUg7tRsLNs0HnmYl0mqbx1BfbWb3vJMFGPe/e1ZvYII+c2uvkCiqEEEL4EEMAxJ1dOiR/R+1l83dAZREEhENcd/fHJkQDJx1Ook5hgQbeuLMXBp3C0u15zPsl29shCSHqK38nfDgeKoogeSDc/pHthssDNA1e/GEfX/yajV6n8OZvetMjKdIj5xZCCCGEuEz82c6jvO21lzu61va9xUDQy7QPIeoi/0vcxNW7rDhSzx2r4HeND+WxUe351/f7eH7pXh7t6tgK+b5Cdknwv10SXKnR5MfJPRg+uRml/DRq8xSst38KitFju6yk5ygsPXYUgH/c1IWr2jZpVPnxh+FtefTzbUzolXBRWz6TH/Us25CuH76cb0IIITwovofte+622stlrbN9bznYvfEI4Sekw8lFPLXLiiP1XL0KfpwGXaJ07CqED/frif0+g8AaZt/4+k4JskuC/+yS4A7+nB/h5TkMPvACRouJwuBWrI19CPOKn51q35n8WJWrsPSY7cJxSysrIXlbWbp0q0Pn9bb6xqgAz/WGyIAsli7Ncnn7zrbRGK8fjuyyIoQQwo9Vj3Cqo8PpeKbte2Ift4YjhL+QDicXcfcuK47Uc+cq+IOHVTEubS35xVWsKU/kldt6oCiK3e16m+yS4H+7JLiSv+fHqN6tCPrsMRSLCS2uO6G/+ZKRwU0cbt/Z/FiwOYev1u0E4JGhrZg+okO93pen+Xt+NMbrhyO7rAghhPBjzc6u4VScC+WFEBx1eZnyM1BoG6FN8x6eikyIBk06nNzEXbusOFLPHavgx0UZefW2HtzzwS98sz2f3q1yuG/I5Ruo+/pOCbJLgv/skuAO/pgf4eXZts6m0hMQ1x1lytcYQ6Lr1b4j+fHttuP8ebGts2lYc5U/XNde8sON7cv1wz6+nmtCCCE8JCgCwuKhJA9OHYCkvpeXOTfdLqolXPKBnRDiymTRcOGwAa2jGd9SBeAfS3az/tApL0ckhKiNcnwLV+1//mxnUze4ZzHU0tnkaku35zL9s0xUDW7vk8jNLdWLRkYKIYQQQnhdbHvb94L9Vz6ee3YJgOY9PROPEH5AOpyEU4Y11xjfozlWVSP101/JKSz3dkhCiCs5uhb9p7cQYC1FTegNU76B0BiPnX7Jtlx+P28LVlVjQq9E/ja+C9LXJIQQQgifU93htO/Kx0/ssn0/t96TEKJO0uEknKIott2lujSP4FRpFQ9/vJkKs9XbYQkhLnRgGXw8AaWqhJNhnbFO/sKjI5u+25HHHz4729nUO5GXbuuJXie9TUI0dLfccgtNmjTh1ltvveLxsrIyWrZsyWOPPebhyIQQoh5iznY4naphhNO5jqjYDlc+LoS4jHQ4CacFB+h5++4+NAkxsj2niD99vhVV1bwdlhACYOcimHsHWMpR245gfds/QWC4x06/5ZTCHxdsP9/ZdKt0NgnhL6ZPn85HH31U4/Hnn3+egQMHejAiIYRwgXMdSQUHLj+maedflw4nIewmHU6iXpKjQ3jzN30w6hWWbM/l5YwaPhEQQnjOujdhwb2gmqHLzVhv+whVF+Cx0y/OPM5H+3RYVY2JvZOks0kIPzNs2DDCw6/cgb1//3727NnD6NGjPRyVEELUU/TZjZDOHLF1MF2o5ARUFoGig+g2Hg9NiIZKOpxEvQ1qG8OLE21bg7770xHW5ssflkJ4harC9/8HP8wENOj3ANz6Aeg919n04dojPPbFDlQUJvRK4N+39pDOJiE8aPXq1YwbN46EhAQURWHRokWXlUlLS6NVq1YEBQUxYMAANm7c6LLzP/bYY7zwwgsua08IITwmItH23VIOZacvPnZuOl1USzAGeTYuIRowg7cDEP5hQu8ksk6XMWvZfhYc0jFqfwHXdWnu7bCEaDzMFfDVQ7Brke35iOdgyHTbgmtW1e2n1zSN/644wCsZthuya+JVXri5q3Q2CeFhpaWl9OzZk6lTpzJhwoTLjs+fP58ZM2Ywe/ZsBgwYwKxZs7j++uvZu3cvzZo1AyAlJQWLxXJZ3fT0dBISEmo89+LFi+nQoQMdOnRg7dq1tcZZWVlJZWVl9XOTyQSA2WzGbDZfsc6512s6Xt869pStq0xtx2s65sz78jR3x+iK9iU/vMd/8kOPIbQZSukJzKcOYY7tWl1Hl78bPaDGtMPqwL+fI2UkP7zXvlw/HONIe9LhJFxm+nXtOVpQwleZufz+s6188kAQvVs08XZYQvi/0gKYfxdkrQOdEW5+C3rc5rHTa5rG80t2895PhwH4/fA2tC3fh046m4TwuNGjR9c6ne3VV19l2rRp3HfffQDMnj2bJUuW8MEHH/DUU08BkJmZ6dS5169fz2effcaCBQsoKSnBbDYTERHBM888c1nZF154geeee+6y19PT0wkJCan1PBkZGQ7H5kgde8rWVaa24zUdc+Z9eZq7Y3RF+5If3uMP+XGNFkYTTrBl5WJyo45X1+mSs4r2wOEihR1Ll9YrRskP321frh/2KSsrs7usdDgJl1EUhX/c1JVdh3PYWwT3frCR+Q8NonPzCG+HJoT/ytsO8yZDURYERsAdn0Lrazx2erNVZeaX21m4ORuAZ27swt0Dkli6tIYthYUQXlNVVcXmzZuZOXNm9Ws6nY4RI0awbt26erf/wgsvVE+nmzNnDjt27LhiZxPAzJkzmTFjRvVzk8lEcnIyo0aNIiLiyvcNZrOZjIwMRo4cidFotCsmR+rYU7auMrUdr+mYM+/L09wdoyval/zwHn/KD33FF7D7EH3axVHZa2R1naBvv4IT0KrnVbQYMMap9iU/Gn5+OFvH3/Lj3Khke8gaTsKlAgw67u+o0is5ElOFhbvf38jhglJvhyWEf9q5CN4fZetsim4DDyzzaGdTcYWZ+/73Cws3Z6NT4KVbezD1qtYeO78QwjEFBQVYrVbi4uIuej0uLo68vDy72xkxYgS33XYbS5cuJSkpyanOqsDAQCIiIi76EkIIb9Mik2wPio5dfMCUYzsekeThiIRo2GSEk3C5QD28d3dv7vrfZnbnmrjrvQ18/vAgEqOCvR2aEP5BU9H9+C/46WXb87bX2hYHD/bcFNbTlTDp3Y3sP1FKSICetMm9Gd6pmcfOL4TwnmXLltVZ5t5777WrrbS0NNLS0rBarYBMqfN1MiVG8qM2/pAfrU8W0QPI37uZX8wZ1XVG5h8gBPh5x1EKD8uUOmf4Q37Ut46/5IdMqRNeFxFs5OP7+3P77HUcKijljnfWMfeBgSRH134TKYSoQ9lpBhx6Db1pq+35oEdsC4TrPXc533ncxGvb9ZjMpTQLD+SDe/vRLTHSY+cXQjgnNjYWvV5Pfn7+Ra/n5+cTHx/vlZhSU1NJTU3FZDIRGRkpU+pkSoxMiZH8cEv79rah7AUWfkJ8iJWRI89OqbtuOMGZhQAMvuE2CL/8ein5UTN/yg9n6/hbfsiUOuETYsMC+eSBAbSKCeHY6XImvb2Oo6dkep0QTsvagOG9YcSbtqIZgmyLg1//vEc7m77fkcvk93/BZFbo0CyMr1KHSGeTEA1EQEAAffr0Yfny5dWvqarK8uXLGTRokBcjE0IIHxFmG62tlBVUv6SU5KFoKprOWH1cCGEfGeEk3CohKpj5Dw3iznfXc+hkKbe/vY650wbStmmYt0MTouFQVVj3X1j+HIpqoSQwnsC752NMSvFgCBqvLdvHf1YcAKBDpMpn0/oRHS5TZYXwJSUlJRw4cKD6+eHDh8nMzCQ6OpoWLVowY8YMpkyZQt++fenfvz+zZs2itLS0etc6T5MpdY6d19tkSozkR238IT9CKk8wErCa8qvLblq+iKuBMkMTln33fb1jlPzw3fbl+mEfmVInfEpcRBDzHxzEb95bz778Eia9vY459/WXURFC2KPkBCx+BPb/AIDa5RZ+NNzAqLiuHgvBVGHmj59lsnzPCQDuHdSCHtohwoN8c+i2EI3Zpk2bGD58ePXzczvBTZkyhTlz5jBp0iROnjzJM888Q15eHikpKXz//feXLSTuKTKlTqbEuKp9yQ/v8av8qCyGXY9h0KoYOXQIGT/+TP+OibAfguPbMWbM5TvU2du+5Icf5IeTdfwtP2RKnfA5TcMDmTdtIF2aR1BQUsWkt9exet9Jb4clhG/b/Q28OdDW2aQPhBtfw3rzO1j0nhtVdOBEMTen/czyPScIMOh49faePD2mE3rFYyEIIRwwbNgwNE277GvOnDnVZR555BGOHj1KZWUlGzZsYMCAAd4LWAghfElAmG3ZAs5Pq6ueXifT6YRwmIxwEh4TExbIZw8N5OGPN7P24CmmzvmFl27rwS29ZHtRIS5SUQTfPQVb59qex3WDW96G+G5gNnssjIWbs3lm8Q7Kqqw0jwzi7bv70CMpCrMHYxBC+DeZUufYeb1NpsRIftTGX/JjpBJCCBVsXLUUQttyeOcmOgJHTpSwfWnNO9TZ277kh++2L9cP+8iUOuGzIoKM/O++fjy+YBtfbz3OH+dvJft0OY9c2w5FkSETQnBgOXwzHYqOgaKDIY/CsKfAEOixECqt8MQX2/kqMxeAQW1ieOPOXjQN91wMQojGQabUyZQYV7Uv+eE9/pYf+txXIO80A7q15YfD0KZ5FORDy869SL5GptQ5yt/yw5k6/pYfjkypkw4n4XGBBj2zJqUQFxHIu2sO80rGPvbkF/PSrT0ICZCUFI1UyQn4fibsWGh73qSVbVRTi4EeDWN3bjEvb9NzoiIXnQKPjuhA6vB26HXSISyEcD+j0VjnTbE9ZepTxxUx1Ha8pmPOvC9Pc3eMrmhf8sN7/CY/wpoCYKgqBKLQVxQCoA9rht4F1yfJD99tX64f9nGkLfnrXniFTqfw9NgutI4N45nFO1iyLZfDJ0t5554+JDWpfSi9EH5FVWHLx5DxF9tUOkUHAx6G4U9DoOd2c7SqGu//dIiX0/dRZVGICw/kjTt7MaBNjMdiEEIIs9lc47Tdc687Mq3XkTr2lK2rTG3HazrmzPvyNHfH6Ir2JT+8x9/yQx8cgw5Qi/OBKLRS2xpOlsBItHpcnyQ//CM/nKnjb/nhSHvS4SS8avKAFrRrFsZvP9nMrlwT4//7M69NSmFoh6beDk0I98v51Taq6dh62/PmPWHc65DQy6NhHCko5bEFW9l09AwAXaJU/vfwIOKiQj0ahxCi8ZE1nBw7r7fJGiySH7Xxl/zokm+iPZC1+1dI7EjpySwigI3bD3DyqKzh5Cx/yY/61PGX/JA1nESD0r91NF///ioe+ngTO3JMTPlgI78d1pYZIztg1MtGisIPmXJh9T9h6zzbc2MoXPs09H8I9J67LKuqxsfrj/Kv7/ZQbrYSGqDn/0Z3JDR/G9GhAR6LQwjReMkaTrIGi6val/zwHn/LD926A7DiO1o1DWUnEK6vAqDfsNEQ393p9iU//CM/nKnjb/khaziJBicxKpiFDw/mH0t28cn6LN5adZANh07xxp29ZIqd8B9VpXTIXYRh9sNgPvvJQI9JcN1fITLRo6Hszy/m6UU72Hj4NGBbGPzft/YgPtzI0qXbPBqLEEKcI2s4+eYfjOfIGiySH7Xxm/w4u4aTrqIQjBqU2+6VjBFxIGs4Oc1v8qMedfwlP2QNJ9EgBRn1/OPm7gxuG8uTC7fxa1Yho2et4S83duG2vkmyi51ouMzlsOkDDGtepXOZbR0AkgfA9S9AUh+PhlJeZeWNFft5d/UhLKpGsFHPU6M7cffAluh0ik+vASCE8H+yhpNvkjVYJD9q42/5oRhCMQBapQlDaDmKarHVNYaDrOHkMH/LD2fq+Ft+yBpOokEb07053RMj+cNnW9iSVcgTX2xj6Y5c/jWhB/GRQd4OTwj7WSrh149gzStQnIsClAY0I3DMPzD0vB082ImqabB8zwn+vmQvOYXlAIzoHMez47vIKEIhhNfIGk6OndfbZA0WyY/a+Et+NDXtYTBQUpBLQEQxABZdIEszVrqkfckP321frh/2kTWcRIOXHB3CwocH896aQ7ySsY9Ve08y8rUfeWp0J+7s1wKdbNEufFmFCX79ENa/BaYc22uRyViGzGD58UhGdx3v0c6m3bnFvLlbx771mYBtCuuz47syskucx2IQQogrkTWcZA0WV7Uv+eE9/pYfSk48HPw34QEqgZYSAPThzRgzZky92pf88I/8cKaOv+WHrOEk/IJep/DQ0LZc26kZjy3YytbsIp7+agefb8rmHzd1o3tSpLdDFOJixXmwYTb88gFUFtleC28OV/8Jet+DpunQcmvf3cSV8k0VvPzDXhb+mo2m6TDqFaZe1Zrp17UnJEAu/0II3yNrOPnmH4znyBoskh+18Zv8CIsGQKksxni2w0kJjrLr3JIfNfOb/KhHHX/JD1nDSfiV9nHhfPHbwXy8/iivpO9j67FCxqf9xOT+LXh0RAeahgd6O0TRmGkaZK2DTR/ArsVgte1kQmwHGPwH6HE7GM7mqIfm158preLdNYf4389HKDfbpqn0ilF5+Z5raBsnHbVCCCGEEDUKPDvKsrIYg2pbhoCAcO/FI0QDJh1OokEw6HXcN6Q1Y7s35/mlu1mceZxPN2SxaEsO065pw7Sr2xAaKOksPKiiCLbOt3U0ndx9/vUWg2DIdGh/Peh0Hg3pTGkV7/10iDk/H6G0ytbR1LtFFE/d0IHc7WtpES1rNQkhhBBC1CrI1uGkoBFkLrS9FhjmvXiEaMDkL3TRoDSLCOL1O3pxR78WvPDdbrZlFzFr2X4+WX+U6de1Z1K/FgQYPPtHvmhErBY4tBK2zYc9S8B8dsE8Ywh0vxX6ToWEXh4P60RxBXN+PsKHa893NHVpHsH0Ee0Z1SUOi8VC7naPhyWEEA6TXep8k+wyJflRG7/LD02PQWdEUc0EV50GQDWGYK3Hv709ZSQ/vNe+XD8cI7vUCb83qG0Mi1OHsGR7Li/9sJejp8r4y+KdvLXqINOuacMd/VoQHKD3dpjCH2ga5GyGbZ/Dzi+h9OT5Y0072zqZek6CIM9PVdubV8x7aw6xOPM4VVYVuLijSfHgwuRCCOEM2aXOsfN6m+wyJflRG3/Kj9FKAAGYCbTY1uTMyj/D1qV1r8Mp+VEzf8oPZ+v4S37ILnWiUVAUhRt7JDCqSzyf/ZLFf1Yc4HhRBc99s4v/rDjAfYNbcc+gVkSG+PYCesIHWasga41tFNOepVB8/PyxkFjoNhF6TILE3h7dbQ7AqmrsPKOw8MPNrDlwqvr13i2ieGhoW+loEkI0KLJLnewy5ar2JT+8xx/zw3AgEopLCTLbOpyS23YmcaTsUucMf8wPR+v4W37ILnWiUQkw6LhnUCtu75vMws3ZvL36IMdOl/NKxj7e+vEgN/dK5O6BLenc/Mo3sEIAUJyPsn8ZfY58hOG1R6DyggupMRQ6jrZ1MrUdDnrP/0LPK6rg803H+GxjFseL9MApdApc3zWeB65uQ5+WTTwekxBCuJrsUuebfzCeI7tMSX7Uxq/yI8A20vLcCCd9cCR62aWuXvwqP5ys4y/5IbvUiUYpyKjnroEtuaNfMku25/LmyoPszS9m7oYs5m7Iom/LJkzun4SqejtS4RMqS2y7yx1caVuX6cQuDEDSueOhTW2dTJ1uhNZDwRjk8RDLq6ws35PPoi05rNhzAlWzvR6i17i9f0umXtWWFjGyELgQQgghhEsZgwEItJz9ADJAFg0XwhnS4ST8jkGv46aURMb3TGD9odN8sv4oP+zMY9PRM2w6eoZgvZ5frDuZ2KcFfVs2QaeT6UeNQlE2HNsAWRts3/O2g2a9qIgW34MDajKtR6diaDkQdJ5fB8xsVfnpQAFfZx4nfWde9SLgAP1bR3N7n0Q4toWbxnTy+U+yhBBCCCEaJGMoAIGWYttz2aVOCKdIh5PwW4qiMKhtDIPaxpBvquCzjcf47JcscosqmL8ph/mbckhqEsz4nglc3zWeHkmRsvaNP9A0KM6DvG22r9xttkW/TTmXl41sAW2HQZth0HoYloAIdi1dSquk/h7tbCqrsrBmfwHLd+ezbPcJTpdWVR9LahLMTSkJ3NIriXbNwjCbzSzN2eKx2IQQQgghGp2zI5zOPw/1ThxCNHDS4SQahbiIIKaPaM/DV7fkP/O/JzcomR92niD7TDlvrjrIm6sOEh8RxKiucVzfNZ5+raIJMOi8HbaoS/kZKNh/9msv5O2wdTJduJPcOYoe4rtD8gBoMcD2PTLp4jIe3FI2p7CclXtOsHx3Pj8fPEWV5fxcz9iwAG7skcD4lAR6JUdJR6gQotEwm81ObQldW3v21vG3batdSbY1l/yojT/mh94QxIV/CVh0RrR6/GgMga8AAEDgSURBVNvbU0byw3vty/XDMY60Jx1ObuLqGyZH6nkroR2J0VusVgvtIzV+N7Ijz97YmeV7TvLDznx+3F9AnqmCj9Yd5aN1Rwk26ujfKpoh7WK4qm0M7ZqF2vVHv1zwXHzB0zSoKIKiLJTCYyhFR+HUAZRT+1FOHUC5UscSoCk6iGmPFt8dLa47WnwPtITeEHDJp1Me/KV9qqSSnw+c5IuDOl55bQ1Zp8svOp7UJJjrOjXl2o5N6d+qCQa97TbHYrHUO0a/zQ8Pkxsm/8sPX863xiItLY20tDSsVtv04fT0dEJCal+bTrat9h7Z1lzyozb+lB99Tp7hwo8lN23ZTv6huke/S37UzJ/yw9k6/pIfZWVldpdVNE3TXHr2RurCG6Z9+/Yxd+7cOm+YhO8wq7CvSGHbaYUdZxRKzBd3LkUaNdpFarQOt301DwG9DDqpH03DaLVtNxtoKSTIXEiguYhg82lCqk4SUllASFUBRrW81mbKjU0oCWxOSVBzTMHJFAW3xBSchFUX6KE3cjlVgxPlcKRE4WixwuFihdzyixNGQaNlGHSLVunWRCM+GGQgkxCeVVZWxuTJkykqKiIiQnYy9SaTyURkZCQFBQU1/luYzbJttbe4O0ZXtC/54T3+mB/6JY+iy/yk+rll8pdora+pV/uSH/6TH47W8bf8MJlMxMbG2nX/JCOcXCQ1NZXU1NTqG6ZRo0a59IbJkXreSuj6vDdPsSc+VdXYm1/CzwdP8fPBU/xy5AxFZpXNBQqbC2xlQgP09EyKpGdyJF2bR9C5eTjJTYKxWCyN94JnNUNFIZbiE2xanUH/bu3Qm00o5Weg/AxqaQEFR3bTLBR0pSeg5ASKtdKu96eFNkWLTIbIZLTotmgx7WwjmGLaYQgMJwqIsqul2jnzs1dVjWOF5ezNK2bn8WIyswvZlm2ipNJyWdmOcaE01xVz+9CeDGwbS3iQ4znSYPOjjmO+fu0AuWGyt2xDyg+TyeSytoRruGLL6PrW8Zdtq91BtjWX/KiNX+XHJYuEG4JCwY56kh8186v8cLKOv+SHI21Jh5ObuOuGyZF63kpoR2L0lrri69Eimh4tovnt8PZUmK1sPnqGX46cZvPRM2zJKqSk0sLaQ6dZe+h0dZ3wQAMd48MIqdRRuu0EnRIiaRMbSlRIgFtirG8dow6M1nKwVID5gu9VpShlZ0g8vY6A7ScxWMqgqgQqi21fVSXoy01clZ9FcM6/UKpKoLwQKm1/uBmBqwH2X3w+PdAcoOiSQIKiICwOwuMgLB4imkNUS4hqYfuKTEYJCMGTg3+u9HNUVY384goOF5Ry4EQJu3OL2ZNnYm9eMWVV1svaCDbq6Z4USa8WUfRKjqJfq2giAnUsXbqUkV2byy9EuWFya/uSH/bx9VwTQgjhJZcuGm7w3sh5IRoy6XASog5BRj1D2sUypF0sAFZVY/+JYjYdOcPWY4XszjOxL6+E4koLm44WAjpWL9pZXT86NIA2saG0aRpKm6ZhtIwOISEqmMQmwcSEBtjWhlJVW4ePpQLKSwitzIcTu0CzgKUczBW1ftdVltEzax/6r78Fa2UN5WwdSgZLOeOqytFtUa/8hrFdGPoCHL3ycR0QA1B6+TEtKJJSNZCQ2CR0IdEQHA3BTbAGRrLzcB5dBlyLISrR1skUFgfGIKf+Xdyh0qJSUAEbDp/meFEVh0+VcqSglMMFpRw5VUqF+co/swCDjg5xYXSKjyAlOYpeLaLoGBdevQ7TObJejBBCCCFEA2C45P7UEHzlckKIWkmHkxB1UVUwl0FVqW10T1UpnapK6RRTyl3hJdCuFGtlMafOnKGg4BRZ2cfQ6/VUVpShmcsJqjITeLyKoNwqgrB9BWLGqlRhwkywUkUA5zsijMAIgF32h6gHWgGcqruscvbrIoYg25cxGAJCUQPCOFVcSUxCK3RBERAYDgFhtuHFgRFY9MH8unMfvQcOxRASBcFNzn5FYbGqLF+6lDFjxqC7YPSAajZzuGQpnTuNsWtIsiuZrSpnSqs4VVrF6dIqCkoqyTdVcLywgtyicnKLbI8LSioBA2zZdMV29DqF5CbBtGkaRufm4XSKt02nbBUTelnnkhBCCCGEaKB0l/yZLCOchHCKdDiJxkFVofwMFB0npng3yh4NLGenglUUnv1edMHjs8+rSm1f1L62vh5odvary6UHHGTW9FQQQAVGKgmgUjNSpQRi1QeiGYJQ9UFohiAUYzCKMRhdQDA6YxAnTxXSsk07AoPDMQYFYwwMISAolIDgUPQBwbZPZoxBmDGwYvVarr1+LMbgcNAHgu7izhKr2czaK3QanaOZzeTmLEVrM+zyziNrzSOnnKVpGpUWldJKC8UV577MFFde8PiC72fKbB1Lp0psnUxF5faPLDIqGglNQmkRE0KrmFBaxYbSJtb2PalJMEbpWBJCCCGE8G/6S+5vLx3xJISwi3Q4iYbNaoHiXDDlQFG27avkBJSehNITUFpge152CjQrRuAqgAPOnEyxjfIJCL3g6+zzQNt3qz6YQ1nHadOxK/rAUNuIIUNgdWfP+e9BVCkBnChXyC1TOF6skVWskluqkVds4UD2CSyGYApKqqhypAMn/0ovVhFgsBASUEaIUU+QUY+5vCnvFuwnwKDHqNdh1Ctnv9u+9IrG8WwdW5buITDAgE5RbCOjFFBQUFWVg1k69i8/gF6vr35dUcBqtbL3mI49y/ajoUPVNCxWDbPFwqEjOn5etBMVBauqYVE1zBaVcrOVCrOVCotK5bnHZpUKy/nH9aVToElIANGhtq/4yCCaRwbTPDKI5pFBJEQFExtqYP2qZYwde5Ws7SKEEEII0VjpLu1wkhFOQjhDOpyEb9M0W6fRqQNw+qDt+5mjto4lU46ts0mzvzNCC25CiRpEaGwiurNTwAiKtC1cHRxl+x4Uef71c1PJAkLBGFLnvvWq2cyupUtpdc0Y9HV0WAQASWe/LmQ2m1m6dCljxlyDwWDAVGGhoKSSk8WVnC6twlRupujsl6nCTFG5hcLSSrLyCtAFhlJcaaW8ykKZ2Yp2dmBWlUWlyqJSWD11T+FYaWEdPy0dP+Vn1Xr8h5xDNR4j+/CVX8/PqeO8tQsN0BMeZCQsyEB4kIHwICPhQQYizj4OCzTQJMRITFgg0aEBxIQGEBMWSGSwEb2u9n8/s9lc1z+xEEIIIYTwdzLCSQiXkA4n4Rs0zdZ5lLcD8rfDid22zqVTh6Dy0m3NLqEzQkQCRCZBRCKEx0NoUwhrBqGxtsehzSAkBoumsKKWqWK+RlEUIoONRAYbads0rMZy5zupzo/MOTcNrazKSlmVhfIqK2VVVorLK1m9dgPdU3qjothGH1lVzFaVqrOPK6os7N67j1at22LRQNW06s4rsI1iOnLkKC1atkTRKWiabdKhpoGqquQcy6J161YEGPQYdAp6nYKCxqED++ncqSMBRkP16wa9jiCDjqCzo6+CjGcfG/QEB+gINJx/PSTAUGenkRBCiIbLbDbXuMHCudcd2YDBkTr2lK2rTG3HazrmzPvyNHfH6Ir2JT+8xx/zQ0F30R/KZvRQj397e8pIfnivfbl+OMaR9qTDSXhHUTYc2wDZmyFvG+TvhPLTNRRWIDIZYtpATDto0trWuRSZDJGJts4knZ3r6vjwxdjVFEWp7sSJDg2oft1sNnNqt8YNXeNqnDZmNptZWraHMaPaX7GMrYPrMGPGdL7suO3YEcaM6XTRMbPZzNLKfYwZ2kamqwkhhAAgLS2NtLQ0rFYrAOnp6YSEhNRaJyMjw+HzOFLHnrJ1lanteE3HnHlfnubuGF3RvuSH9/hTfiSf2k3vs4+tioGl333vsvYlP3y3fbl+2KesrMzustLhJNxPVSFvKxz5GbI3wrFfoPj45eUUPcS2h7iutq/YDhDdFqJb29ZCEkIIIYRfSU1NJTU1FZPJRGRkJKNGjSIiIuKKZc1mM8uWLePqq6/GYLDvFtZisbB27VoGDx5cZx17ytZVprbjNR1zJEZvcXeMrmjfmTb8PT8URcFgMKDXO7GLjQPMZjMZGRmMHDnSLR8quqJ9R9tQdpRB1rsA6IzBjBkzpt7t11WmtuM1HXP3z94V/DE/HK3jb/lhMpnsLuubv9VEw1eYBVlr4OBKOPyjbYe4Cyl6iO8GSf2heU/b46adbQtqCyGEEKJRMhqNV7wp1jSN/Px8mjdvTm5uLoqdC+5pmkZ8fLxddewpW1eZ2o7XdMyRGL3F3TG6on1n2mgs+REVFUV8fLzb86um/7++1L7dbQRc8DeJ3v7z2tN+XWVqO17TMXf/7F3Br/LDyTr+kh+OtCUdTsI1NA3ytqHbsZjhuz/DuOWShaEDwqHVEEgeAMn9IaGXbSFuIYQQQog65OXlYTKZiI+PJzo62u4RG6qqUlJSQlhYGLo6pt/bU7auMrUdr+mYIzF6i7tjdEX7zrTh7/mhaRplZWWcOHECgObNmztUv1G7cJc6nfzJLISz5H+PqJ/8nbB1Huz6GgqPogciAE3RoyT1g7bDoc1wSOwDekk3IYQQQjjGarVSWFhI06ZNMRqNBAcHO9ShUFVVRVBQkF0dCnWVratMbcdrOuZIjN7i7hhd0b4zbTSG/AgOti1LceLECZo1a+b26XV+48Jd6hTf/H8pREMgPQDCcWWnaH0yHcP7L9sW/D7HEIza9lq2VCTRY+LjGCOaei9GIYQQQviFc7vhhISE+PROTEL4qnML8ZvNZulwsteFHU46+ZkJ4SzpcBL2y90GG2Zj2L6AHtYq22s6I3S8AbrfBu1GYFUCyF66lB7BUV4NVQghhBD+xVfXNxLC18n/HSfIlDohXEL+94jaaRrs/Q7W/geO/gyAAhQGtyT86ofR95wEoTHny8snj0IIIYQQQoiGTKbUCeES0uEkrkzTiCvaguGDC6bN6QzQ5SYsfafx49YTjOk3Br2P74YghBBCCCGEEA7RyZQ6IVxBumvF5Q6twvDBdQw89BpK3jYwhsKQ6fDodrj1A7TEvt6OUAghhBBCOODZZ58lJSXFZe21atWKWbNmVT9XFIVFixa5rP36sCeWU6dOER8fT1ZWlmeCcpEL31tBQQHNmjUjOzvbu0H5o4tGOEmHkxDOkg4ncd6pgzDvTvjoJpS8bVh0gVgHn+1oGvk3iEjwdoRCCCGEEA3CyZMn+e1vf0uLFi0IDAwkISGBiRMn8vPPP1eXadWqFXq9niZNmhAWFkb37t1577333BLPY489xvLly93SNkBubi6jR492W/uu9vzzzzN+/HhatGgBwNatW7nzzjtJTk4mODiYzp078/rrr3s5ytrFxsZyzz338Ne//tXbofgfWTRcCJeQKXUCzBWw+t/w8xugmkHRY+17PxkVPRkxfJJMmxNCCCFEtVtuuYVVq1Zx3XXXsXDhwouOtWrVioiICHQ6HU2aNGHlypVeitL7Jk6cSFVVFR9++CFt2rQhNzeXpUuXcurUqYvKPffcc0yaNAm9Xs8XX3zBtGnTSExMdHnnTVhYGGFhYS5t80Lx8fFua9vVysrKeP/99/nuu++qX9u8eTPNmjXjk08+ITk5mbVr1/Lggw+i1+t55JFHXHZuq9WKqqrodK753P++++6jT58+vPTSS0RHR7ukTcHFU+pkhJMQTpMRTo2ckr0R3r4a1rxi62xqNxJ+tw511D+pMoR7OzwhhBBC+Jjp06fz0Ucf1Xh87dq1ZGZmurWzSdM0yqosdn2VV1ldVlbTNLviKywsZM2aNbz44osMHz6cli1b0r9/f2bMmMH48eMvKhseHk5cXBxt2rThySefJDo6moyMjFrbVxSFt99+mxtvvJGQkBA6d+7MunXrOHDgAMOGDSM0NJTBgwdz8ODB6jqXTqlbtWoV/fv3JzQ0lKioKIYMGcLRo0cBOHjwIDfddBNxcXGEhYUxYMAAVq1aVWdMF05jW7t2LSkpKQQFBdG3b18WLVqEoihkZmZWn19RFJYvX07//v1JSEjgqquuYu/evRe1u3jxYnr37k1QUBBt2rThueeew2KxVB/fv38/11xzDSEhIQwcOLDOnx3A0qVLCQwMZODAgdWvTZ06lddff52hQ4fSpk0b7rrrLu677z6+/PLLGts59x4KCwurX9u+fTt6vZ4jR44AMGfOHKKiovj666/p1q0bcXFxZGVl8csvvzBy5EhiY2OJjIxk+PDhbN269aL29+/fz7Bhw4iPj6dbt25XfG9du3YlISGBr776qs73LRxwwQgnTUY4CeE0GeHUWFmr6JozD/2W7wENQpvB2Jehy02247LbnBBCCCGuYNiwYXV2PrhbudlKl2d+8Ph5dzw70q5y50YTLVq0iIEDBxIYGFhnHVVV+eqrrzhz5gwBAQF1lv/73//Oq6++yquvvsqTTz7J5MmTadOmDTNnzqRFixZMnTqVRx555KJRPOdYLBZuvvlmpk2bxrx586iqqmLjxo0oigJASUkJY8aM4fnnnycwMJAPP/yQO++8k927d9OqVas6YzOZTIwbN44xY8Ywd+5cjh49yqOPPnrFsk8//TQvvfQSwcHBPPHEE0ydOrV62uGaNWu45557eOONN7j66qs5ePAgDz74IAB//etfUVWVCRMmEBcXx7p16zh+/DgzZ86sM741a9bQp0+fOssVFRW5ZNRQWVkZL774Iu+88w6BgYE0a9aMI0eOMGXKFP7zn/+gaRovv/wyt99+O/v27SMyMvKi95aRkYHVamXGjBlXbL9///6sWbOG+++/v96xirNkDSchXEJGODVGpw+j/3As7U58h4IGKXfBIxvPdzYJIYQQokFavXo148aNIyEhocaFk9PS0mjVqhVBQUEMGDCAjRs3uuz8iqIwdOhQ+vXrx6effuqydhsag8HAnDlz+PDDD6tHDz399NPs2LHjsrJP/X979x4XVbn2Dfw3DAwMOKCIIihoeCBUDqmRJwoRT5V5wkMnAQ9poub2hJqJVIpW+vhqltrTs9XSNpmpPVstU0FRO3jYYu7S1NDoFTFCZTgPM+v9w3fWZoQ5wRoGxt/38+Ejs9a97nWtxcV4c89a11q0CO3atYNSqURcXBxatGiBKVOmmN1HYmIixo0bhy5duiA5ORnXr1/Hiy++iCFDhiAkJASvvfaa0YnBoqIi3Lt3D88++yw6duyIkJAQxMfHi/WMwsPDMW3aNHTv3h2dO3fGm2++iQ4dOuB///d/LTr+nTt3QiaT4aOPPkLXrl0xbNgwLFiwoNa2K1aswFNPPYVHH30UCxcuxKlTp1BeXg7g/u2GixYtQnx8PIKCgjBo0CC89dZb2Lx5MwDg8OHDuHTpErZv347w8HD069cPb7/9ttn4bty4AX9/07VJT506hfT0dHGCqz40Gg0++OAD9O3bF507d4a7uztiYmLw0ksv4dFHH0VISAg2b96MsrIyHDt2zODYtm7ditDQUDz55JNYuXJlrf37+/uLV6eRRAxuqeOfzER1xSucHjY/fwXsS4JTRREq5R5wGvUhnLtzoomIiMgRlJSUIDw8HJMmTcLo0aNrrE9PT8fcuXOxadMmPPHEE1i3bh2GDBmCy5cvo3Xr1gCAiIgIg1uW9A4dOmT2j/QTJ06gbdu2yMvLQ2xsLEJDQxEWFibNwVWjdJHj5zeHmG2n0+mgLlJD5akyWzPHkrauchnU5ZbFOGbMGDzzzDPIysrC999/j4MHD+Ldd9/Fli1bMGnSJLHd/PnzMWbMGKjVaiQnJ2PGjBno1KmT2f6rn1dfX18AQGhoqMGy8vJyFBUVwdPT02Bbb29vJCQkYMiQIRg0aBBiY2Mxbtw4+Pn5Abh/hdPy5cuxf/9+5OXloaqqCmVlZRY/0e3y5csICwuDm5ubuCwyMtLscej3f/v2bQQGBiI7OxsnT57EihUrxDZarRbl5eUoLS3FL7/8goCAAPj7+0On0wEA+vTpYza+srIyg9gedPHiRYwYMQIpKSkYPHiw2f7MUSgUCAsLM7glMz8/H0uXLkVmZiZu374NrVaL0tJS5ObmAoDBsRUVFQEwfmxKpRKlpaX1jpOqkVf/M9myW2mJqCZOOD0sBAE49g6Qef+TEV27SGR6TcCA4KftHBgRERFJZdiwYSaLTa9duxZTp05FYmIiAGDTpk3Yv38//ud//geLFi0CALHGTl20bdsWwP2Jg6effhrnzp2rdcKpoqICFRUV4mv9H9QajQaaB27r12g0EARB/GNd/6+bs/mrDgRBhiqFHEoXuXi7WH3aVo9BP8Fhar1CocDAgQMxcOBALFmyBImJiUhNTUVCQoK4TcuWLREUFASVSoX09HSEh4ejR48e6Nq1q8l45XK5GIN+v7Utq6qqgk6nE1/r13/88ceYOXMmvvnmG6Snp2Pp0qX45ptv0Lt3b8ybNw+HDx/GO++8g06dOsHNzQ1xcXGorKw0OO4Hz4NOp6t1X9W/17fRv5bL5TVqY+lj1k98jRo1qsbxKxQKg/08mB/V9/Ggli1borCwsNaf588//4yBAwdi6tSpWLJkSY3zWb3tg8ckCAK0Wm2N41QqlTVyeOLEiSgsLMR//dd/oX379lAoFOjXrx8qKipqPZ4H91v92P766y/4+PgYPV59fxqNBnK59LeH6X9nH/zdbUz9W92HTgb9NU6CTmd2O0v6N9fG1Hpj62x97qXgkPlh5TaOlh/W9McJp4eBpgzYlwRc3H3/de8kaKOXouwb80UViYiIyDFUVlbi7NmzBjVunJycEBsbi++++67e/ZeUlECn00GlUqG4uBhHjx7FuHHjam2blpaG1NTUGssPHToEd3d3g2XOzs5o06YNSkpKoFAooFarrY7Nmm0saWuujbH1wcHB2L9/vzjBptPpxIk3tVoNLy8vjBw5EgsXLsTOnTtN7qOsrEzsp7i4GMD9n4F+mf6KF7VaDScnJ1RUVECr1YrrAaBjx46YMWMGZsyYgcGDB2Pbtm3o2rUrsrKyMGHCBAwcOFDs//fff0dlZaVB7PorqB6MKTAwEJ9++in+/PNPsX5VVlaWQYwPxlc95uLiYhQVFSEsLAwXL17EtGnTahx/cXExAgMDkZubi19//VV8Sp6+WH318/OgkJAQfP755+LPSf/vL7/8ghEjRmDChAlYuHBhrdtX/9nq47127Ro6d+4MAGKxcP0xlJeXQxAEg77UajVOnTqFd999F/379wcA/PHHH/jrr79QUVEhnsPc3FxcuXIFbdq0gVqtxtGjR2s9tuzsbPTv39/o8VZWVqKsrAzHjx+v9epFqVhSsN3e/Vvah0xXBX15/6J7d3D8wAHJ+jfXxtR6Y+tsfe6l4Ej5UddtHCU/rLmikhNOjq68CNg5Hvj9FODkDDyzFugZz6LgRERED5mCggJotVrx9is9X19fXLp0yeJ+YmNjkZ2djZKSErRr1w67du1Cnz59kJ+fL16JotVqMXXqVDz++OO19rF48WKDAshFRUUICAjAgAEDatz+VVFRgZs3b8LDwwMajQYqlXVP0VWr1RZvY0lbc23UajUqKysxfvx4JCYmIjQ0FCqVCmfPnsX69esxYsQIcXsnJydxQka/bN68eQgPD8fly5fRq1cvo/tRKpXiNh4eHgAAd3d3cZlSqQRwv4C5SqWCQqGAXC6HSqVCTk4OPvroI7He1+XLl/Hbb78hPj4eKpUKwcHBOHDgAEaPHg2ZTIaUlBQIggCFQlEj9urnQh9TYmIiVqxYgQULFmDhwoX4/fff8cEHH4ixqlSqGvGp1WpxslHfJiUlBSNGjEBQUBDGjBkDJycnXLhwARcvXsRbb72F4cOHo0uXLpg1axZWr16NW7duIS0trcb5edDw4cPx5ptvoqqqCs7OzlCpVOJtdIMHD0ZycjJKSkoA3L8Cq1WrVrX+7PXHsGLFCqxYsQJ37tzB6tWrAQCXLl1C586d4ebmBplMJm6n76Nz587YvXu3OFGUnJwMpVIpntPqx7Zs2TJotdpaj620tBTZ2dlIS0szerzl5eVwc3ND3759LSpgb62qqipkZGRgwIABcHaW/s9LKfq3ug9BAP7/QwM9mzXDoEGmHxhgSf/m2phab2ydrc+9FBwyP6zcxtHyw9jkdm0aZ1aSNEr/Av4xHsg7D7h6AhN2AI88ae+oiIiIqAk7fPhwrcuDgoJqPNbdGFdXV7i6umLjxo3YuHGjeBtSRkaGQ1zhJAgCIiIisHbtWuTk5KCqqgpt27bFxIkTMXfuXHH7B69wAoCAgADExMRg6dKl2LVrl9F9lJWVidvoJ0dKS0vFZWVlZQDuX2kjl8tRWVkJrVYLtVoNnU6Hf//739i+fTsKCwvh6+uLyZMn4/nnn4darUZqaipmzpyJqKgoeHt747XXXsOdO3dQWVlZI/bq50Ifk0wmw86dOzFv3jz07NkTXbt2xbx58zB16lQxhgfj08evPx61Wo2+ffviH//4B9555x28++67cHZ2RpcuXfDyyy+L+922bRtmzZqFPn36IDAwEKtWrUJcXJzB+XlQhw4dEB4ejk8++QSJiYlQq9X47LPP8Oeff2LHjh0GBe8DAgJw4cKFWn/2+mMIDg5Gv379oFAosHz5cmzevBlz5sxB7969xSucqm+nVquxbt06zJkzB48//jjatm2LN954Azdu3DA4p/pji42NNXpsX3zxBdq1a4eIiAijx1tZWYny8nKcOnXKplc46a8ua8z9W9OHvsqtWn0Pxyy8QsSS/s21MbXe2Dpbn3spOFp+1GUbR8kPXuFEcNXcg/MnzwEFlwH3lsBLXwL+EfYOi4iIiOzEx8cHcrkc+fn5Bsvz8/PF25EaWlJSEpKSklBUVAQvLy8MHjy4xhVO5eXlyM3NNbjCyVw9Jj39H/qWbGNJW3Nt9Ot9fHywZs0as9tev3691uWHDh0yGat+gk6ve/fuNZY9/fTTBstWrlwpPuXM09MTX331ldH+u3fvbvCEO0EQMHXq1Bqxm4pp0KBBBhM1O3bsgIuLC7p27QqlUmkQn/4c9O3bt0Y/o0aNqrWGk16PHj1w8uRJg/P4YB+1SUlJQXJyMuLj4+Hl5WVwfmpT289JPzmanJyMtLQ0sc20adPENtOnT8f06dNr9NG/f3+cOXPGoH/91W/6bXv06IETJ04Y7PfBY/vv//5vLFu2rMbvTXXl5eVQKpV48sknTRZLryuNRoNvv/0WgwYNgouLi/kN7NB/nfr41/1/PFUqPP206bq3lvRvro2p9cbW2frcS8FR88OabRwtP6y5wonPeHREZXfR5+o7kBVcBlT+QOJBTjYRERE95BQKBXr27IkjR46Iy3Q6HY4cOWLRk72IrLF9+3acOHECOTk52Lt3LxYvXoyxY8eKt6HZ2zPPPIMpU6bg5s2b9g6lzgoKCjBq1Cg8//zz9g7FsenMT2ASUe14hZOjqSiGPH0CvMpzIXi0hizhn0DLjvaOioiIiBpAcXExrl69Kr7OycnB+fPn4e3tjcDAQMydOxfx8fHo1asXIiMjsW7dOpSUlIhPrWtoD95S5+hFw02tq8txNTRrYrxx4waWLVuG27dvw9fXF8899xyWLl1q8pNxKc6BNX1MmjTJ6m1qKxpevfC5Jf1JlR8KhQLTpk0zuz8WDa9bH/pb6oqL1chg0fB6c7T8qMs2jpIfvKXuYaXVAOkvwen/nkGl3AOyF76ACyebiIiIHhpnzpzBgAEDxNf6wtzx8fHYunUrxo8fjz///BPLli3DrVu3EBERga+//rpGIfGG4qi31NW23tg6a2K0l7rE+MYbb+CNN96wWf9S9FHf/HjwtsXGmh+8pa5+t9Q1c1fylrp6cNT84C11luGEkyM5mAz8lgHBxQPfPzIffVp3tXdERERE1ICio6MhCILJNjNnzsTMmTMbKCIioibOzHsqERnHCSdH8eNHwJmPAcigHbkJd67yjZGIiIgaN95SZ91+7c3WMTb0LXV12aYp5gdvqatbH/pb6kpLi3GEt9TVm6PlR122cZT84C11D5trGfevbgKA2BQIXYYBVy17UyQiIiKyF95S57i31DV0//a4pc7aNrylzn791+eWOnelG2+pqwdHzQ/eUmcZTjg1dUV5wO4pgKAFwp8H+s0BbPjJBREREZGtuLi41BgUa7VayGQy8Y9tmUxmUKDZFJ1OZ/E2lrQ118bUemPrrInRXmwdoxT916WPhyU/nJycIJPJav39klJT6L8ufcgEweJtLOnfXBtT642ts/W5l4Kj5oc12zhKfljTFyecmjKdFvhyKlBaAPiGAs+uAxrpJ2NERERE5mg0Gmg0mhrLBEEQa1MJgiD+EW6ONdtY0tZcG1Prja2ry3E1NFvHKEX/zA/jdDodBEGARqOBXC6vUx+m6H9nH/zdbUz916UP/Z/UgqBFlZntLOnfXBtT642ts/W5l4Kj5oc12zhafljTHyecmrKstcD1LMDFAxj7d8BF+ktkiYiIiGyFNZys26+ldu7cicWLF+PGjRsAgFWrVmH//v3IysqqV79SxGgqFtZwYg0nW/dflxpOFWVlOMQaTvXmaPlRl20cJT9Yw+lhkJcNZKbd//6Z9wCfzvaNh4iIiMhKjlzDqaCgACkpKThw4ADy8/PRokULdOvWDSkpKejfvz8AICgoSJwUUiqV6NixI2bNmoUpU6ZYdHzGuLm5QSaTiedyyZIlmDdvXo1zaykpazi5urpCLpcbxMIaTqzhZOv+61PDydVVwRpO9eCo+cEaTpbhhFNTpK0E9ibdr9vUdQQQ8YK9IyIiIiKqN0eq4TR27FhUVlZi27ZtCAoKQl5eHg4cOIDCwkKDbVNTUzF+/HjI5XLs3r0b06ZNQ0BAAIYNG2bRMdZG37/+37pONOlJWcNJ/3OUuk4RazgZxxpO9etDJugeuho9tuCo+cEaTqY1zsqEZJLTqf8D5P8EKL2Bp9fYOxwiIiIiqubu3bvIysrC6tWrMWDAALRv3x6RkZGYO3cunnvuOYO2KpUKvr6+CAoKQnJyMry9vc3e/rB27VqEhobCw8MDAQEBmDFjBoqLi422X758OSIiIsTXVVVVmD17Npo3b46WLVsiOTkZ8fHxGDlypNgmOjoas2fPxsKFC+Hj44Pg4GCkpqbWOM4pU6agVatW8PT0RExMDLKzsw3arFq1Cr6+vlCpVJg8eTLKy8vNnD2ixkawdwBETRavcGpimpXfhFP22vsvnn4XaNbKvgERERERScTiouFaLaAxX0NCEARAUwqhwgk6C26ZMtdWcFb+JwYTRaE9PDzQrFkz7NmzB5GRkXB1dTVbFFqr1WL37t24c+cOXFxcTBaIlslkWLduHR555BH89ttvmDlzJhYsWICNGzcC+M9VMfp/9fvQv161ahV27NiBjz/+GCEhIVi/fj327t2L6Ohog/1u27YNf/vb33Dq1ClkZmZixowZ6Nu3LwYNGgQAiIuLg1KpxP79++Hl5YUtW7Zg4MCBuHTpEry9vfH5559j+fLl2LBhA/r3749PP/0UGzZsQFBQkOSFsVk03DgWDa9f0XDotGa3c7Si0FJy1Pxg0XDLcMKpKREEhP7xKWQ6DdB5CNB9jL0jIiIiIqqzOhcN15Si+cYQi/bR3Ip4zLW9m/QL4OJutoBzWVkZNm7ciNdeew2bN29GWFgY+vXrh9GjR6N79+5iO51Oh8WLF2PZsmWoqKhAVVUVWrRogfHjx5uskZGYmCh+7+3tjcWLF2Pu3LlIS7tf37O8vByCIIh9VFRUQKvViq83bNiAOXPmYODAgQCAFStWYP/+/aiqqhLbVFVVoWvXrpgzZw4AYMKECfjoo49w8OBBPPHEE/juu+/w448/4sqVK3B1dQUAvPHGG9izZw8+/fRTJCQkYO3atXjppZcwduxYAMCCBQtw6NAhlJeX13p8LBrOouG27r8uRcM1lRU4yKLh9eZo+VGXbRwlP1g03EHJfj2I1uqLEOSukA1bBdSzaCMRERGRPdW5aLhG+qs0LKFq1gzqCp1FRaFfeuklxMXFISsrCz/88AMOHjyI9evXY8uWLUhISABwv7bOvHnzEBcXh6KiIixatAjTp083uP2tNocPH8bq1atx6dIlFBUVoaqqCuXl5XB2doa7u3uNouHVC3Xfu3cPt2/fRlRUlMG57tWrF3Q6nbjM2dkZYWFh8PT0FI+rbdu2uHfvHjw9PXHt2jWUlJSgY8eOBrGVlZXh5s2b8PT0xJUrVzBjxgyD/fTr1w+ZmZksGs6i4Q3af32Khrs4O7NoeD04an6waLhlOOHUVGjKIP92KQBA1zsJcu8gOwdEREREJC2Li4a7NgOW3DTbn06nQ5FaDU+VyqKi0ObayuRuQIXa4qLQ7u7uGDJkCIYMGYKlS5ciISEBqampmDRpkrhNq1atEBQUBE9PT+zatQuhoaGIjIxE165da43h+vXreO655/Dqq69ixYoV8Pb2xokTJzB58mRUVVXBycmpRtHw6oW6q6+rfgz6c1x9mUKhgJOTk8FxCYIAJycnlJSUwM/PD5mZmTVibN68ucn9VI+ttvNWFywabhyLhte3DxYNl4Kj5geLhpvGouFNxcn1kN37HWUu3tD1fc3e0RARERHZj0wGKDws+3Jxl65tPa8uDw4ORklJidH1AQEBGD9+PBYvXmy0zdmzZ6HT6bBmzRr07t0bXbp0wc2b5iff9Ly8vODr64vTp0+Ly7RaLc6dO2dxHwDQo0cP3Lp1C87OzujUqZPBl4+PDwAgJCQEP/zwg8F233//vVX7IbIXwcXj/r9+j9k5EqKmi1c4NRUhz0KXcwwXZeGIUHjYOxoiIiIiyVlcNLyRF4UuKCjAhAkTkJCQgLCwMKhUKpw5cwbr16/Hc889Z7Io9KxZsxAWFoYff/wRvXr1qrGPoKAgaDQarF+/Hs8++yxOnjyJTZs2Abh/NYz+S/+6+j70r2fOnIm0tDQEBQXh0Ucfxfvvv487d+4YtKkek3776stiYmLQp08fjBw5EqtWrRInvg4cOICRI0eiV69emDVrFiZNmoQePXqgX79+2LlzJ/7973+zaDiLhjd4/3Xpo2riQdz86m34Pf0OXFg0vM4cNT9YNNwynHBqKny7QfviXtw8cAAR9o6FiIiISAJ1LhpupYYuCi0IAsLDw7F27Vrk5OSgqqoKbdu2xcSJEzF37lyx/oVOp0NFRYVBn+3atUNMTAxef/117Nq1q0bfjzzyCFasWIHVq1djyZIl6Nu3L5YuXYpXX30VarUaTk5OZouGT58+Hb///jvi4+Mhl8sRHx+PmJgYODk5GRQNr6ysNKjVUVVVBY1GIy7buXMn3n77bUyaNAkFBQVo3bo1+vbtC3d3dxQVFWHYsGGYP38+kpOTUVFRgeHDhyMxMRFHjx5l0XAr17FouJ2KQrd7CRe/uwDggmT9N4Wi0LbgkPlh5TaOkh8sGu6oZDIWCiciIiKHUeei4Y28KLSPjw/WrFljdtvr16/XuvzQoUMmY120aBEWLVpksOyVV14Rv58+fTqmT58uvl65ciVWrlxp0H7Tpk0GV0Z169YNY8eOFc//8ePHa8T+1VdfGRy3p6cnPvzwQ3z44YdGY01NTUVqaqrJ42HRcBYNt3X/LAptP8wPx8sPFg0nIiIioibH4qLhLApdLzdu3MChQ4fw1FNPoaKiAu+//z5ycnLw4osvWn1cUmDRcBYNb6j+WRTafpgfjpMfLBpORERERES1cnJywtatW/H444+jX79++Omnn3D48GGEhITYOzQiInIgvMKJiIiIiOghEhAQgJMnT9o7DCIicnC8womIiIiIiIiIiCTFK5yIiIiIqFHQaDQ1HrdcVVVl8Eh4Pva+4dk6Rin6r0sfD0t+aLVaCIIgPmVQanzsveM99l5KzA/Hyw9r+uOEExERERHZxcaNG7Fx40ZotVoA95/O5u7ubtBGJpPBz88Pd+7cgUql4mPv7cjWMUrRP/Oj9m1LSkpw9OhRcQLLFvjYe8d57L0tMD8cJz9KS0stbssJJyIiIiKyi6SkJCQlJaGoqAheXl4YPHgwPD09a7TLz88XH8PcokULi5/WJQgCSkpK4OHhYdFj7821NdfG1Hpj66yJ0V5sHaMU/delD0fPD0EQUFpaCrVaDT8/P0RERFi1vaX42HvHe+y9lJgfjpcf+v+PLcEJJyIiIiJqFIw9urlt27YAgLy8PKjVaqsmFMrKyqBUKi2aUDDX1lwbU+uNrbMmRnuxdYxS9F+XPh6W/GjRogXatGlj8/ziY+8d57H3tsD8cJz8sKYvTjgRERERUaMmk8ng6+uLc+fOISYmBs7Olg1hNRoNjh8/jieffNKiT6DNtTXXxtR6Y+usidFebB2jFP3XpY+HIT9cXFwgl8ut3o6ISAqccCIiIiKiJkEQBLi6ulr8h7dcLkdVVRXc3NzMbmNJW3NtTK03ts6aGO3F1jFK0X9d+mB+EBHZlmU3wBMREREREREREVmIE05ERERERERERCQpTjgREREREREREZGkWMNJYoIgADD9qECNRoPS0lIUFRVZdS+2pdtZ0s5cG1Pr67quMbB1fFL0X5c+rNnGXvnR2HMDYH5Y2pb5wfxwlPzQ/1+t/7+b7MdW46eHOb+lxPc/5ocpzA/mhynMD8fLD2vGT5xwkpharQYABAQE2DkSIiIisoRarYaXl5e9w3iocfxERETUtFgyfpIJ/FhPUjqdDjdv3oRKpYJMJjPa7vHHH8fp06et7t/S7SxpZ66NqfXG1hUVFSEgIAC5ubnw9PQ0G6c91PXcN2T/denDmm3skR9NITcA5oelbZkfjbd/5oflBEGAWq2Gv78/nJxYZcCebDl+eljzW2p8/2N+mML8YH6YwvxwrPywZvzEK5wk5uTkhHbt2pltJ5fL6/RDt3Q7S9qZa2NqvbltPT09G+2bXl3PfUP2X5c+rNnGnvnRmHMDYH5Y2pb50Xj7Z35Yh1c2NQ62HD89zPktJb7/MT9MYX4wP0xhfjheflg6fuLHeXaSlJRk0+0saWeujan1dY2/MbB17FL0X5c+rNmG+WEc84P5YQrzg/lB9sX8th++/zE/TGF+MD9MYX48vPnBW+pIUkVFRfDy8sK9e/ca9Sw7NTzmBpnC/CBTmB/kyJjfZArzg0xhfpApjSE/eIUTScrV1RUpKSlwdXW1dyjUyDA3yBTmB5nC/CBHxvwmU5gfZArzg0xpDPnBK5yIiIiIiIiIiEhSvMKJiIiIiIiIiIgkxQknIiIiIiIiIiKSFCeciIiIiIiIiIhIUpxwIiIiIiIiIiIiSXHCiYiIiIiIiIiIJMUJJ2owo0aNQosWLRAXF2fvUKiRyc3NRXR0NLp27YqwsDDs2rXL3iFRI3L37l306tULERER6N69Oz766CN7h0SNTGlpKdq3b4/58+fbOxQiyXH8RMZw/ETGcOxElmiI8ZNMEATBZr0TVZOZmQm1Wo1t27bhiy++sHc41Ijk5eUhPz8fERERuHXrFnr27Ilff/0VHh4e9g6NGgGtVouKigq4u7ujpKQE3bt3x5kzZ9CyZUt7h0aNxOuvv46rV68iICAA7733nr3DIZIUx09kDMdPZAzHTmSJhhg/8QonajDR0dFQqVT2DoMaIT8/P0RERAAA2rRpAx8fHxQWFto3KGo05HI53N3dAQAVFRUQBAH8rIT0rly5gkuXLmHYsGH2DoXIJjh+ImM4fiJjOHYicxpq/MQJJ7LI8ePHMXz4cPj7+0Mmk2Hv3r012mzcuBEdOnSAm5sbnnjiCfz4448NHyjZhZT5cfbsWWi1WgQEBNg4amooUuTH3bt3ER4ejnbt2mHBggXw8fFpoOjJlqTIjfnz5yMtLa2BIiayDsdPZArHT2QMx05kSlMaP3HCiSxSUlKC8PBwbNy4sdb16enpmDt3LlJSUnDu3DmEh4djyJAhuH37dgNHSvYgVX4UFhZi4sSJ2LJlS0OETQ1Eivxo3rw5srOzkZOTg507dyI/P7+hwicbqm9u7Nu3D126dEGXLl0aMmwii3H8RKZw/ETGcOxEpjSp8ZNAZCUAwp49ewyWRUZGCklJSeJrrVYr+Pv7C2lpaQbtMjIyhDFjxjREmGQndc2P8vJyISoqSti+fXtDhUp2UJ/3D71XX31V2LVrly3DJDuoS24sWrRIaNeundC+fXuhZcuWgqenp5CamtqQYRNZjOMnMoXjJzKGYycypbGPn3iFE9VbZWUlzp49i9jYWHGZk5MTYmNj8d1339kxMmoMLMkPQRCQkJCAmJgYvPzyy/YKlezAkvzIz8+HWq0GANy7dw/Hjx9HcHCwXeKlhmNJbqSlpSE3NxfXr1/He++9h6lTp2LZsmX2CpnIKhw/kSkcP5ExHDuRKY1t/MQJJ6q3goICaLVa+Pr6Giz39fXFrVu3xNexsbEYO3YsDhw4gHbt2nEw9ZCwJD9OnjyJ9PR07N27FxEREYiIiMBPP/1kj3CpgVmSHzdu3EBUVBTCw8MRFRWFWbNmITQ01B7hUgOy9P8WoqaK4ycyheMnMoZjJzKlsY2fnBt8j/TQOnz4sL1DoEaqf//+0Ol09g6DGqnIyEicP3/e3mFQI5eQkGDvEIhsguMnMobjJzKGYyeylK3HT7zCierNx8cHcrm8RiG6/Px8tGnTxk5RUWPB/CBTmB9kDHODHB1znExhfpAxzA0ypbHlByecqN4UCgV69uyJI0eOiMt0Oh2OHDmCPn362DEyagyYH2QK84OMYW6Qo2OOkynMDzKGuUGmNLb84C11ZJHi4mJcvXpVfJ2Tk4Pz58/D29sbgYGBmDt3LuLj49GrVy9ERkZi3bp1KCkpQWJioh2jpobC/CBTmB9kDHODHB1znExhfpAxzA0ypUnlh02efUcOJyMjQwBQ4ys+Pl5ss2HDBiEwMFBQKBRCZGSk8P3339svYGpQzA8yhflBxjA3yNExx8kU5gcZw9wgU5pSfsgEQRBsN51FREREREREREQPG9ZwIiIiIiIiIiIiSXHCiYiIiIiIiIiIJMUJJyIiIiIiIiIikhQnnIiIiIiIiIiISFKccCIiIiIiIiIiIklxwomIiIiIiIiIiCTFCSciIiIiIiIiIpIUJ5yIiIiIiIiIiEhSnHAiIiIiIiIiIiJJccKJiKieMjMzIZPJcPfuXZvu5+WXX8bKlSsl7bOgoACtW7fGH3/8IWm/RERERKZw/ETk+DjhRESSSEhIgEwmq/F19epVe4dmc3379kVeXh68vLxsto/s7GwcOHAAs2fPFpdFR0djzpw5Ndpu3boVzZs3t6hfHx8fTJw4ESkpKRJFSkRERJbi+InjJyJHxgknIpLM0KFDkZeXZ/D1yCOP1GhXWVlph+hsR6FQoE2bNpDJZDbbx4YNGzB27Fg0a9ZM8r4TExOxY8cOFBYWSt43ERERmcbxE8dPRI6KE05EJBlXV1e0adPG4EsulyM6OhozZ87EnDlz4OPjgyFDhgAALl68iGHDhqFZs2bw9fXFyy+/jIKCArG/kpISTJw4Ec2aNYOfnx/WrFlT41MpmUyGvXv3GsTRvHlzbN26VXydm5uLcePGoXnz5vD29saIESNw/fp1cX1CQgJGjhyJ9957D35+fmjZsiWSkpKg0WjENhUVFUhOTkZAQABcXV3RqVMnfPzxxwBqvyT8xIkTiIqKglKpREBAAGbPno2SkhJx/QcffIDOnTvDzc0Nvr6+iIuLM3petVotvvjiCwwfPtySH0MNHTp0qPXTU71u3brB398fe/bsqVP/REREVHccP90V23P8RORYOOFERA1i27ZtUCgUOHnyJDZt2oS7d+8iJiYGjz32GM6cOYOvv/4a+fn5GDdunLjNggULcOzYMezbtw+HDh1CZmYmzp07Z9V+NRoNhgwZApVKhaysLJw8eRLNmjXD0KFDDT4pzMjIwLVr15CRkYFt27Zh69atBoOuiRMn4rPPPsP69evxyy+/YPPmzUY/Lbt27RqGDh2KMWPG4MKFC0hPT8eJEycwc+ZMAMCZM2cwe/ZsvPnmm7h8+TK+/vprPPnkk0aP4cKFC7h37x569epl1bHrnT59WvzE9I8//kDv3r0RFRVl0CYyMhJZWVl16p+IiIhsg+Mnjp+ImjSBiEgC8fHxglwuFzw8PMSvuLg4QRAE4amnnhIee+wxg/ZvvfWWMHjwYINlubm5AgDh8uXLglqtFhQKhfD555+L6//66y9BqVQKr732mrgMgLBnzx6Dfry8vIS///3vgiAIwieffCIEBwcLOp1OXF9RUSEolUrhm2++EWNv3769UFVVJbYZO3asMH78eEEQBOHy5csCAOHbb7+t9dgzMjIEAMKdO3cEQRCEyZMnC6+88opBm6ysLMHJyUkoKysTdu/eLXh6egpFRUW19vegPXv2CHK53OAYBOH+eXVxcTE45x4eHoKrq6vg5eVVa1+zZ88W2rdvL9y+fdtg+d/+9jchOjraoniIiIhIGhw/cfxE5Mic7TfVRUSOZsCAAfjwww/F1x4eHuL3PXv2NGibnZ2NjIyMWj/lunbtGsrKylBZWYknnnhCXO7t7Y3g4GCrYsrOzsbVq1ehUqkMlpeXl+PatWvi627dukEul4uv/fz88NNPPwEAzp8/D7lcjqeeesrifV64cAE7duwQlwmCAJ1Oh5ycHAwaNAjt27dHUFAQhg4diqFDh2LUqFFwd3evtb+ysjK4urrWWuPgxRdfxOuvv26w7Msvv6z1aSxbtmzBxx9/jFOnTqFVq1YG65RKJUpLSy06PiIiIpIOx0//2SfHT0SOhRNORCQZDw8PdOrUyei66oqLizF8+HCsXr26Rls/Pz+Ln84ik8kgCILBsuq1A4qLi9GzZ0+DwYte9UGDi4tLjX51Oh2A+4MJaxQXF2PatGkGT0TRCwwMhEKhwLlz55CZmYlDhw5h2bJlWL58OU6fPl3r01F8fHxQWlqKyspKKBQKg3VeXl41znnr1q1r9JGRkYFZs2bhs88+Q1hYWI31hYWFNQZRREREZHscP/1nnxw/ETkWTjgRkV306NEDu3fvRocOHeDsXPOtqGPHjnBxccEPP/yAwMBAAMCdO3fw66+/GnxS1qpVK+Tl5Ymvr1y5YvBJU48ePZCeno7WrVvD09OzTrGGhoZCp9Ph2LFjiI2NtejYfv75Z6ODRwBwdnZGbGwsYmNjkZKSgubNm+Po0aMYPXp0jbYREREAgJ9//ln83hpXr15FXFwclixZUmv/wP0CpNHR0Vb3TURERA2H4yeOn4iaEhYNJyK7SEpKQmFhIZ5//nmcPn0a165dwzfffIPExERotVo0a9YMkydPxoIFC3D06FFcvHgRCQkJcHIyfNuKiYnB+++/j3/96184c+YMpk+fbvBp24svvggfHx+MGDECWVlZyMnJQWZmJmbPno0//vjDolg7dOiA+Ph4TJo0CXv37hX7+Pzzz2ttn5ycjFOnTmHmzJk4f/48rly5gn379olFL//5z39i/fr1OH/+PG7cuIHt27dDp9MZvdy9VatW6NGjB06cOGFRvNWVlZVh+PDheOyxx/DKK6/g1q1b4pdeaWkpzp49i8GDB1vdPxERETUcjp84fiJqSjjhRER24e/vj5MnT0Kr1WLw4MEIDQ3FnDlz0Lx5c3FQ9O677yIqKgrDhw9HbGws+vfvX6OWwZo1axAQEICoqCi88MILmD9/vsG9/O7u7jh+/DgCAwMxevRohISEYPLkySgvL7fqE7sPP/wQcXFxmDFjBh599FFMnTrV4DG91YWFheHYsWP49ddfERUVhcceewzLli2Dv78/gPuPHf7yyy8RExODkJAQbNq0CZ999hm6detmdP9Tpkyp9bJ2c/Lz83Hp0iUcOXIE/v7+8PPzE7/09u3bh8DAwBpPXiEiIqLGheMnjp+ImhKZ8ODNu0REjVh0dDQiIiKwbt06e4fSoMrKyhAcHIz09HT06dNH0r579+6N2bNn44UXXpC0XyIiImocOH7i+InIHniFExFRE6BUKrF9+3YUFBRI2m9BQQFGjx6N559/XtJ+iYiIiOyN4yci+2LRcCKiJsIWRSl9fHywcOFCyfslIiIiagw4fiKyH95SR0REREREREREkuItdUREREREREREJClOOBERERERERERkaQ44URERERERERERJLihBMREREREREREUmKE05ERERERERERCQpTjgREREREREREZGkOOFERERERERERESS4oQTERERERERERFJ6v8BMIg8wwtbLwcAAAAASUVORK5CYII=",
"text/plain": [
"<Figure size 1400x500 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"Figure = figure(figsize=(7, 5))\n",
"ax = Figure.gca()\n",
"_ = ax.loglog(\n",
" quad_tf[\"DARM\"].f,\n",
" abs(quad_tf[\"DARM\"].get(C_B1_DETECTOR)),\n",
" label=\"SR misaligned (2 µrad)\",\n",
")\n",
"_ = ax.loglog(\n",
" TEM00_TF_qu[\"DARM\"].f,\n",
" abs(TEM00_TF_qu[\"DARM\"][\"B1.I\", \"DARM\"]),\n",
" label=\"SR aligned\",\n",
")\n",
"_ = ax.set_ylabel(\"$\\\\frac{W}{\\\\sqrt{Hz}}$\")\n",
"_ = ax.set_xlabel(\"Frequencies (Hz)\")\n",
"_ = ax.set_title(\"Transfer function module comparison for DARM\")\n",
"_ = ax.legend()\n",
"ax.grid(True, \"both\", \"both\")\n",
"\n",
"Figure = figure(figsize=(7, 5))\n",
"ax = Figure.gca()\n",
"_ = ax.semilogx(\n",
" quad_tf[\"DARM\"].f,\n",
" angle(quad_tf[\"DARM\"].get(C_B1_DETECTOR)) * 180 / pi,\n",
" label=\"SR misaligned (2 µrad)\",\n",
")\n",
"_ = ax.semilogx(\n",
" TEM00_TF_qu[\"DARM\"].f,\n",
" angle(TEM00_TF_qu[\"DARM\"][\"B1.I\", \"DARM\"]) * 180 / pi,\n",
" label=\"SR aligned\",\n",
")\n",
"_ = ax.set_title(\"Comparison of transfer function phase for DARM\")\n",
"_ = ax.set_ylabel(\"phase (°)\")\n",
"_ = ax.set_xlabel(\"Frequencies (Hz)\")\n",
"_ = ax.hlines(\n",
" [-45],\n",
" min(quad_tf[\"DARM\"].f),\n",
" max(quad_tf[\"DARM\"].f),\n",
" colors=\"red\",\n",
" label=\"45°\",\n",
")\n",
"_ = ax.legend()\n",
"ax.grid(True, \"both\", \"both\")\n",
"\n",
"for bench_name in [\"SNEB\", \"SWEB\", \"SDB1\"]:\n",
" in_index = 0\n",
" if bench_name == \"SDB1\":\n",
" in_index = 0\n",
" quad_index = (1 + in_index) % 2\n",
" Figure = figure(figsize=(14, 5))\n",
" _ = Figure.suptitle(\n",
" \"Comparison of transfer function module for {}\".format(\n",
" bench_name\n",
" )\n",
" )\n",
" ax = Figure.add_subplot(1, 2, 1)\n",
" _ = ax.loglog(\n",
" quad_tf[bench_name].f,\n",
" abs(quad_tf[bench_name].get(C_B1_DETECTOR))\n",
" / abs(quad_tf[\"DARM\"].get(C_B1_DETECTOR))\n",
" / model.space_NI_NE.L.eval(),\n",
" label=\"SR misaligned (2 µrad)\",\n",
" )\n",
" _ = ax.loglog(\n",
" TEM00_TF_qu[bench_name].f,\n",
" abs(TEM00_TF_qu[bench_name][\"B1.I\", \"{}_z\".format(bench_name)])\n",
" / abs(TEM00_TF_qu[\"DARM\"][\"B1.I\", \"DARM\"])\n",
" / model.space_NI_NE.L.eval(),\n",
" label=\"SR aligned\",\n",
" )\n",
" _ = ax.set_ylabel(\"$\\\\frac{m}{m}$\")\n",
" _ = ax.set_xlabel(\"Frequencies (Hz)\")\n",
" _ = ax.set_title(\"$K_P$\")\n",
" _ = ax.legend()\n",
" ax.grid(True, \"both\", \"both\")\n",
" ax = Figure.add_subplot(1, 2, 2)\n",
" _ = ax.loglog(\n",
" in_tf[bench_name].f,\n",
" abs(in_tf[bench_name].get(C_B1_DETECTOR))\n",
" / abs(in_tf[\"DARM\"].get(C_B1_DETECTOR))\n",
" / model.space_NI_NE.L.eval(),\n",
" label=\"SR misaligned (2 µrad)\",\n",
" )\n",
" _ = ax.loglog(\n",
" TEM00_TF_in[bench_name].f,\n",
" abs(TEM00_TF_in[bench_name][\"B1.I\", \"{}_z\".format(bench_name)])\n",
" / abs(TEM00_TF_in[\"DARM\"][\"B1.I\", \"DARM\"])\n",
" / model.space_NI_NE.L.eval(),\n",
" label=\"SR aligned\",\n",
" )\n",
" _ = ax.set_ylabel(\"$\\\\frac{m}{m}$\")\n",
" _ = ax.set_xlabel(\"Frequencies (Hz)\")\n",
" _ = ax.set_title(\"$K_n$\")\n",
" _ = ax.legend()\n",
" ax.grid(True, \"both\", \"both\")\n",
" console.print()"
]
},
{
"cell_type": "code",
"execution_count": 37,
"id": "480e8cfe-181d-41b1-8416-ab5dcbf398a6",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 700x500 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 700x500 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 700x500 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"for bench_name in [\"SNEB\", \"SWEB\", \"SDB1\"]:\n",
" Figure = figure(figsize=(7, 5))\n",
" ax = Figure.gca()\n",
" _ = ax.set_title(\n",
" \"Comparison of transfer function module for {}\".format(\n",
" bench_name\n",
" )\n",
" )\n",
" _ = ax.loglog(\n",
" quad_tf[bench_name].f,\n",
" sqrt(\n",
" (\n",
" abs(quad_tf[bench_name].get(C_B1_DETECTOR))\n",
" / abs(quad_tf[\"DARM\"].get(C_B1_DETECTOR))\n",
" / model.space_NI_NE.L.eval()\n",
" )\n",
" ** 2\n",
" + (\n",
" abs(in_tf[bench_name].get(C_B1_DETECTOR))\n",
" / abs(in_tf[\"DARM\"].get(C_B1_DETECTOR))\n",
" / model.space_NI_NE.L.eval()\n",
" )\n",
" ** 2\n",
" ),\n",
" label=\"SR misaligned (2 µrad)\",\n",
" )\n",
" _ = ax.loglog(\n",
" TEM00_TF_qu[bench_name].f,\n",
" sqrt(\n",
" (\n",
" abs(\n",
" TEM00_TF_qu[bench_name][\n",
" \"B1.I\", \"{}_z\".format(bench_name)\n",
" ]\n",
" )\n",
" / abs(TEM00_TF_qu[\"DARM\"][\"B1.I\", \"DARM\"])\n",
" / model.space_NI_NE.L.eval()\n",
" )\n",
" ** 2\n",
" + (\n",
" abs(\n",
" TEM00_TF_in[bench_name][\n",
" \"B1.I\", \"{}_z\".format(bench_name)\n",
" ]\n",
" )\n",
" / abs(TEM00_TF_in[\"DARM\"][\"B1.I\", \"DARM\"])\n",
" / model.space_NI_NE.L.eval()\n",
" )\n",
" ** 2\n",
" ),\n",
" label=\"SR aligned\",\n",
" )\n",
" _ = ax.set_ylabel(\"$\\\\frac{m}{m}$\")\n",
" _ = ax.set_xlabel(\"Frequencies (Hz)\")\n",
" _ = ax.set_title(\n",
" \"Sum of the module of the transfer function for {}\".format(\n",
" bench_name\n",
" )\n",
" )\n",
" _ = ax.legend()\n",
" ax.grid(True, \"both\", \"both\")"
]
},
{
"cell_type": "markdown",
"id": "11606546-2606-404c-a75e-6e434d19084b",
"metadata": {},
"source": [
"### En fonction de la simulation"
]
},
{
"cell_type": "code",
"execution_count": 38,
"id": "88002141-6a42-4ae0-a614-4c2b8dd336ac",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 1400x500 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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CP/v374dMJsO4ceM0jk+aNAmMMa2dglq3bo2KFStyP9euXRuOjo5cnqhUKuzevRtdunTRWGNELfftNHz7WKZMGfTv3587JpfLMW7cOKSmpuLff//VqN+3b1+UKlWK+7lZs2YA/stl9Xo2x44dK/A2rZzUeRMaGqrx/rVp00Yrf7dt2wYnJye0adNG4/0MDAyEvb291u1a+vr444/h5uamcUwmk3F5plKp8PbtW2RnZ6NevXp5/s6Y6nUCPtxmqlKp0KdPH43nX6ZMGVSuXFnr+VtZWWkseFwY3bt319gxKygoCA0aNOB+rw35/ecrv8+yvKxZswbLly+Hn58fdu3ahcmTJ6NatWpo1aoVnj9/ztVzcHBA7dq1ubWAEhIScPfuXe7KqyZNmnBXBN67dw/x8fF53hbm6+uLqKgorX8TJkzQqhsREcGVb9y4ES1btsTw4cOxc+dOfV8SQgghJkYTQYQQYgYcHR0BACkpKbzqP378GFKplLtlQK1MmTJwdnbG48ePNY7nnOwB/tsxJudtSjmP5/4DUCqVokKFChrHqlSpAgAa66vs3bsXDRs2hLW1NVxcXODm5oaff/4ZSUlJWs/Bz88vz+emT4ycZs+ejXfv3qFKlSqoVasWvvzyS1y7do0rV78mVatW1WpbrVo1JCQkIC0tTeN47tdN/Qe0rj+Q1Y9TuXJljeNyuVzrNbx//z5u3rwJNzc3jX/q1zYuLg7Ahz/emzRpguHDh8PDwwP9+vXD1q1bDZ4Uevz4Mby8vLQmHtW3aRWUP8CH10L9OsTHxyM5ORk1a9Y0qD/59bFy5cpaO8Px7WPu98rKygo//vgjDhw4AA8PDzRv3hzz58/Hq1evCuwHoP1+Atq5dP/+fSQlJcHd3V3rPU1NTeXeT0Pl9zuzbt061K5dm1sby83NDfv27cvzd8ZUrxPw4fkzxlC5cmWt53/79m2t51+2bFmjLTad1/tTpUoV7vPJkN9/vvJ7X/IilUoRFhaGixcvIiEhAXv27EGHDh1w5MgR9OvXT6Nu06ZNubWATp06BZlMhoYNGwL4cCvexYsXkZmZqXN9IDs7O7Ru3VrrX87t49WCgoK48oEDB2Lfvn2oXr06N+lPCCFEPGiNIEIIMQOOjo7w8vLKc3FTXfheaSGTyfQ6znItGMzHiRMn0LVrVzRv3hwrVqyAp6cn5HI51qxZg82bN2vVz3nlj6ExcmrevDkePnyIPXv2IDIyEr/++iuWLFmClStXYvjw4Xo/H8C4r09eVCoVatWqhcWLF+dZrp6os7GxwfHjx3H06FHs27cPBw8exJYtWxASEoLIyMh8+2kspn4djIFPHydMmIAuXbpg9+7dOHToEL799lvMmzcPR44cQd26dQvdB5VKBXd3d2zatCnP8txX8+grr9+ZjRs3YvDgwejevTu+/PJLuLu7QyaTYd68eXj48KFWfVO+TiqVChKJBAcOHMjzcezt7Qt8PmKQ3+eqUqnM87ihz6N06dLo2rUrunbtiuDgYPz77794/Pgxt5ZQ06ZNER4ejujoaJw6dQq1atXiXsPGjRsjMzMT58+fx8mTJ2FhYcFNEhmLVCpFy5YtsWzZMty/fx81atQwanxCCCGGo4kgQggxE507d8aqVatw+vRpjdu48uLj4wOVSoX79+9rLLb7+vVrvHv3jvtDwlhUKhUePXrEXakCfLgdAQC3MOqOHTtgbW2NQ4cOaWztvmbNGt6PU9gYLi4uGDJkCIYMGYLU1FQ0b94cM2fOxPDhw7nX5O7du1rt7ty5A1dXV63FUw2hfpz79+9zt3gBH3Y1i4mJ0VjMtWLFirh69SpatWpV4KSeVCpFq1at0KpVKyxevBjff/89vvnmGxw9ehStW7fWu4+HDx9GSkqKxlVBd+7c0XgOfLm5ucHR0bHAiUx9bhHz8fHBtWvXoFKpNK4KMrSPahUrVsSkSZMwadIk3L9/HwEBAVi0aBE2btyYbz8A5HnLYe5cqlixIg4fPowmTZoYNDlgyC1027dvR4UKFbBz506N9jNmzNA7Vk76vk7qNowx+Pn5aXxW6MuQ1yGv9+fevXvc55M+v/+lSpXCu3fvtOrlvgrNmOrVq4d///0XL1++1JgIAj4sGH369GmN3ca8vLzg4+OD6OhoREdHo27dujoXnzZUdnY2ACA1NdXosQkhhBiObg0jhBAzMWXKFNjZ2WH48OF4/fq1VvnDhw+xbNkyAEDHjh0BAEuXLtWoo76yRNfuWoZavnw59/+MMSxfvhxyuRytWrUC8OFKA4lEonHWPDY2ltv5io/CxHjz5o3Gz/b29qhUqRK3DbunpycCAgKwbt06jT/ybty4gcjISO41Lax69erBzc0NK1eu1LidYu3atVp/XPbp0wfPnz/H6tWrteK8f/+eu1Xl7du3WuXq3aBybzPPR8eOHaFUKjXeUwBYsmQJJBIJOnTooFc8qVSK7t274++//8aFCxe0ytVXm6j/0M7rj+y8+vjq1Sts2bKFO5adnY3w8HDY29ujRYsWevUxPT0dGRkZGscqVqwIBwcHna9hzrzJeatVVFQUbt26pVG3T58+UCqVmDNnjlac7OzsAp+3Pq+PmvrKm5xX9Jw9exanT5/mHSMnQ18nAOjZsydkMhlmzZqldbUYY0zrdzQ/dnZ2er0GALB7926NNXbOnTuHs2fPcrmsz+9/xYoVkZSUpHFr6cuXL7V2Y9TXq1evtHIGALKysvDPP/9o3e7r5eUFPz8//PPPP7hw4YLWjpKNGzfG7t27cffuXaNuG6+mUCgQGRkJS0vLfHf3I4QQIgy6IogQQsxExYoVsXnzZvTt2xfVqlXDoEGDULNmTWRlZeHUqVPc1tkAUKdOHYSGhmLVqlV49+4dWrRogXPnzmHdunXo3r07WrZsadS+WVtb4+DBgwgNDUWDBg1w4MAB7Nu3D19//TV3u0unTp2wePFitG/fHgMGDEBcXBwiIiJQqVIljT+odClMjOrVqyM4OBiBgYFwcXHBhQsXsH37do1FrhcsWIAOHTqgUaNGGDZsGLd9tJOTE2bOnGnw65OTXC7H3LlzMWrUKISEhKBv376IiYnBmjVrtNYI+vTTT7F161Z89tlnOHr0KJo0aQKlUok7d+5g69atOHToEOrVq4fZs2fj+PHj6NSpE3x8fBAXF4cVK1bA29vboD8Au3TpgpYtW+Kbb75BbGws6tSpg8jISOzZswcTJkzQWBiar++//x6RkZFo0aIFRo4ciWrVquHly5fYtm0bTp48CWdnZwQEBEAmk+HHH39EUlISrKysEBISAnd3d614I0eOxC+//ILBgwfj4sWL8PX1xfbt2xEdHY2lS5fyXlhd7d69e2jVqhX69OmD6tWrw8LCArt27cLr16+11mbJbd68eejUqROaNm2KoUOH4u3btwgPD0eNGjU0rpRo0aIFRo0ahXnz5uHKlSto27Yt5HI57t+/j23btmHZsmXo1atXvo8TGBgIABg3bhzatWsHmUxWYN86d+6MnTt3okePHujUqRNiYmKwcuVKVK9e3aCrOArzOlWsWBFz587FtGnTEBsbi+7du8PBwQExMTHYtWsXRo4cicmTJxfYh8DAQPz888+YO3cuKlWqBHd3d42r6/JSqVIlNG3aFJ9//jkyMzOxdOlSlC5dGlOmTOHq8P3979evH7766iv06NED48aNQ3p6On7++WdUqVKlwEXrdXn27BmCgoIQEhKCVq1aoUyZMoiLi8Mff/yBq1evYsKECXB1ddVo07RpU2zYsAEANK4IAj5MBP3xxx9cvbwkJSXlexVX7m3hDxw4wF1xFxcXh82bN+P+/fuYOnUqt44dIYQQkRBkrzJCCCEmc+/ePTZixAjm6+vLLC0tmYODA2vSpAkLDw9nGRkZXD2FQsFmzZrF/Pz8mFwuZ+XKlWPTpk3TqMPYh23W89pWHQALCwvTOKbeijnn1tHqbaIfPnzI2rZty2xtbZmHhwebMWMGUyqVGu1/++03VrlyZWZlZcX8/f3ZmjVr8t1yOfdj6xsj9/bxc+fOZUFBQczZ2ZnZ2Ngwf39/9t1337GsrCyNdocPH2ZNmjRhNjY2zNHRkXXp0oXdunVLo4768XJv167eZjkmJibPvue0YsUK5ufnx6ysrFi9evXY8ePHtbZIZ+zDlug//vgjq1GjBrOysmKlSpVigYGBbNasWSwpKYkxxtg///zDunXrxry8vJilpSXz8vJi/fv3Z/fu3SuwH3ltH88YYykpKeyLL75gXl5eTC6Xs8qVK7MFCxZwW72r5fde5X79GWPs8ePHbNCgQczNzY1ZWVmxChUqsLCwMI3tzVevXs0qVKjAZDKZxlbyeb02r1+/ZkOGDGGurq7M0tKS1apVi61Zs0ajTl45m7PvM2bMYIwxlpCQwMLCwpi/vz+zs7NjTk5OrEGDBmzr1q35vHKaduzYwapVq8asrKxY9erV2c6dO/PdZnzVqlUsMDCQ2djYMAcHB1arVi02ZcoU9uLFC52PkZ2dzcaOHcvc3NyYRCLhcl7Xc1SpVOz7779nPj4+zMrKitWtW5ft3btXq2/Gfp3y2j4+52vVtGlTZmdnx+zs7Ji/vz8LCwtjd+/e5erkl5eMMfbq1SvWqVMn5uDgwADo3Eo+5/NatGgRK1euHLOysmLNmjVjV69e1arP5/efMcYiIyNZzZo1maWlJatatSrbuHGj3p9luSUnJ7Nly5axdu3aMW9vbyaXy5mDgwNr1KgRW716tdbvHmOM/fLLLwwAK1u2rFbZpUuXuK3eX79+rVWua/v4nM8jr+3jra2tWUBAAPv555/z7BchhBBhSRgT0UqNhBBCzM7gwYOxfft2WiOCECI6sbGx8PPzw4IFC3hdbUQIIYSYA1ojiBBCCCGEEEIIIaSEoIkgQgghhBBCCCGEkBKCJoIIIYQQQgghhBBCSghaI4gQQgghhBBCCCGkhKArggghhBBCCCGEEEJKCJoIIoQQQgghhBBCCCkhaCKIEEIIIYQQQgghpISgiSBCCCGEEEIIIYSQEoImggghhBBCCCGEEEJKCJoIIoQQQgghhBBCCCkhaCKIEEIIIYQQQgghpISgiSBCCCGEEEIIIYSQEoImggghhBBCCCGEEEJKCJoIIqQECw4ORnBwsEliHzt2DBKJBMeOHeOODR48GL6+viZ5PGPy9fXF4MGDedV9+vQprK2tER0dbdpOFbG1a9dCIpEgNjaWO9awYUNMmTJFuE4RQgghxCC5xzZ5jdPEaObMmZBIJEJ3gxCzQxNBhBjZ9evX0atXL/j4+MDa2hply5ZFmzZtEB4erlHP19cXEomE+2dnZ4egoCCsX79eoJ4TQ8yePRsNGjRAkyZNuGM7d+5E3759UaFCBdja2qJq1aqYNGkS3r17J1xHjeCrr75CREQEXr16JXRXCCGEENGisSAhROwshO4AIebk1KlTaNmyJcqXL48RI0agTJkyePr0Kc6cOYNly5Zh7NixGvUDAgIwadIkAMDLly/x66+/IjQ0FJmZmRgxYoTJ+xsZGWnyx8hp9erVUKlURfqYphQfH49169Zh3bp1GsdHjhwJLy8vfPLJJyhfvjyuX7+O5cuXY//+/bh06RJsbGwE6nHhdOvWDY6OjlixYgVmz54tdHcIIYQQ0SkuY8HmzZvj/fv3sLS0NNljEELEiyaCCDGi7777Dk5OTjh//jycnZ01yuLi4rTqly1bFp988gn38+DBg1GhQgUsWbKkSCaCivrLXy6XF+njmdrGjRthYWGBLl26aBzfvn271i13gYGBCA0NxaZNmzB8+HCT9SktLQ12dnYmiS2VStGrVy+sX78es2bNoku1CSGEkFyKy1hQKpXC2traZPEJIeJGt4YRYkQPHz5EjRo1tL74AcDd3b3A9m5ubvD398fDhw8LrBsbGwuJRIKFCxciIiKCuw2pbdu2ePr0KRhjmDNnDry9vWFjY4Nu3brh7du3GjHyWiMoPDwcNWrUgK2tLUqVKoV69eph8+bNXPnjx48xevRoVK1aFTY2NihdujR69+6tsZZMfvJaI+jNmzf49NNP4ejoCGdnZ4SGhuLq1auQSCRYu3atRlt7e3s8f/4c3bt3h729Pdzc3DB58mQolUqNmCqVCkuXLkWNGjVgbW0NDw8PjBo1ComJiRr1GGOYO3cuvL29YWtri5YtW+LmzZsFPg+13bt3o0GDBrC3t9c4nte6Sz169AAA3L59u8C4EokEM2fO1Dqe+/5+9To+//77L0aPHg13d3d4e3sD0O99unnzJkJCQmBjYwNvb2/MnTs33yu32rRpg8ePH+PKlSsFPg9CCCGkpCnKsSAALFy4EI0bN0bp0qVhY2ODwMBAbN++vcB2+a0RpB5T2tjYICgoCCdOnNAaL6rbbt26Fd999x28vb1hbW2NVq1a4cGDB1qPdfbsWbRv3x5OTk6wtbVFixYt8lxb8eTJk6hfvz6sra1RsWJF/PLLL7xeA0KI/uiKIEKMyMfHB6dPn8aNGzdQs2ZNvdtnZ2fj2bNnKFWqFO82mzZtQlZWFsaOHYu3b99i/vz56NOnD0JCQnDs2DF89dVXePDgAcLDwzF58mT8/vvv+cZavXo1xo0bh169emH8+PHIyMjAtWvXcPbsWQwYMAAAcP78eZw6dQr9+vWDt7c3YmNj8fPPPyM4OBi3bt2Cra0t776rVCp06dIF586dw+effw5/f3/s2bMHoaGhedZXKpVo164dGjRogIULF+Lw4cNYtGgRKlasiM8//5yrN2rUKKxduxZDhgzBuHHjEBMTg+XLl+Py5cuIjo7mrkyaPn065s6di44dO6Jjx464dOkS2rZti6ysrAL7rlAocP78eY3H1UW9ro6rqyuv+voYPXo03NzcMH36dKSlpQHg/z69evUKLVu2RHZ2NqZOnQo7OzusWrUq39vXAgMDAQDR0dGoW7eu0Z8LIYQQUpwV9Vhw2bJl6Nq1KwYOHIisrCz8+eef6N27N/bu3YtOnTrp9dg///wzxowZg2bNmuGLL75AbGwsunfvjlKlSnEnmnL64YcfIJVKMXnyZCQlJWH+/PkYOHAgzp49y9U5cuQIOnTogMDAQMyYMQNSqRRr1qxBSEgITpw4gaCgIAAf1lVq27Yt3NzcMHPmTGRnZ2PGjBnw8PDQ6zkQQnhihBCjiYyMZDKZjMlkMtaoUSM2ZcoUdujQIZaVlaVV18fHh7Vt25bFx8ez+Ph4dv36dfbpp58yACwsLKzAx4qJiWEAmJubG3v37h13fNq0aQwAq1OnDlMoFNzx/v37M0tLS5aRkcEda9GiBWvRogX3c7du3ViNGjV0Pm56errWsdOnTzMAbP369dyxo0ePMgDs6NGj3LHQ0FDm4+PD/bxjxw4GgC1dupQ7plQqWUhICAPA1qxZo9EWAJs9e7bGY9etW5cFBgZyP584cYIBYJs2bdKod/DgQY3jcXFxzNLSknXq1ImpVCqu3tdff80AsNDQUJ2vw4MHDxgAFh4errOe2rBhw5hMJmP37t0rsC4ANmPGDK3jPj4+Gv1as2YNA8CaNm3KsrOzNeryfZ8mTJjAALCzZ89yx+Li4piTkxMDwGJiYrTiWFpass8//7zA50EIIYSUNEU5FmRM+/s+KyuL1axZk4WEhGg9Vs4xRO5xWmZmJitdujSrX7++xvhx7dq1DIDGeFHdtlq1aiwzM5M7vmzZMgaAXb9+nTHGmEqlYpUrV2bt2rXTGGulp6czPz8/1qZNG+5Y9+7dmbW1NXv8+DF37NatW0wmkzH6k5UQ46NbwwgxojZt2uD06dPo2rUrrl69ivnz56Ndu3YoW7Ys/vrrL636kZGRcHNzg5ubG2rVqoUNGzZgyJAhWLBgAe/H7N27N5ycnLifGzRoAAD45JNPYGFhoXE8KysLz58/zzeWs7Mznj17hvPnz+dbJ+eVIgqFAm/evEGlSpXg7OyMS5cu8e43ABw8eBByuVzjHnipVIqwsLB823z22WcaPzdr1gyPHj3ift62bRucnJzQpk0bJCQkcP8CAwNhb2+Po0ePAgAOHz7MXUmVc62bCRMm8Or7mzdvAIDXGbvNmzfjt99+w6RJk1C5cmVe8fUxYsQIyGQyjWN836f9+/ejYcOG3Bk54MNl6QMHDsz38UqVKoWEhAQjPgNCCCHEPBT1WDDn931iYiKSkpLQrFkzvcdkFy5cwJs3bzBixAiN8ePAgQPzHesMGTJEY73JZs2aAQA3Lrty5Qru37+PAQMG4M2bN9yYLC0tDa1atcLx48ehUqmgVCpx6NAhdO/eHeXLl+fiVatWDe3atdPreRBC+KGJIEKMrH79+ti5cycSExNx7tw5TJs2DSkpKejVqxdu3bqlUbdBgwaIiorCwYMHsXDhQjg7OyMxMVGvRZxzfmEC4CaFypUrl+fx3Ovk5PTVV1/B3t4eQUFBqFy5MsLCwrTu4X7//j2mT5+OcuXKwcrKCq6urnBzc8O7d++QlJTEu9/Ah3VsPD09tW4nq1SpUp71ra2t4ebmpnGsVKlSGs/p/v37SEpKgru7OzewUv9LTU3lFmp8/PgxAGhNzLi5uel1ax5jTGf5iRMnMGzYMLRr1w7fffcd77j68PPz0zrG9316/PhxnpNTVatWzffxGGO0UDQhhBCSj6IcC+7duxcNGzaEtbU1XFxc4Obmhp9//tmgMRmgPQazsLDQWt9RLfcYVD1+Uo/L7t+/DwAIDQ3VGpP9+uuvyMzMRFJSEuLj4/H+/Xu9xyOEEMPRGkGEmIilpSXq16+P+vXro0qVKhgyZAi2bduGGTNmcHVcXV3RunVrAEC7du3g7++Pzp07Y9myZZg4cSKvx8l9JUhBx3VNXFSrVg13797F3r17cfDgQezYsQMrVqzA9OnTMWvWLADA2LFjsWbNGkyYMAGNGjWCk5MTJBIJ+vXrZ/Kt4fN7TjmpVCq4u7tj06ZNeZbnnkgyVOnSpQHonli7evUqunbtipo1a2L79u0aZ9gMkd97l9d6PqZ8n969e2eStY4IIYQQc2LqseCJEyfQtWtXNG/eHCtWrICnpyfkcjnWrFmjsdGHqRQ01lSPNxYsWICAgIA869rb2yMzM9Mk/SOE5I8mgggpAvXq1QMAvHz5Ume9Tp06oUWLFvj+++8xatQok20DroudnR369u2Lvn37IisrCz179sR3332HadOmwdraGtu3b0doaCgWLVrEtcnIyMC7d+/0fiwfHx8cPXoU6enpGlcF5bXjBF8VK1bE4cOH0aRJk3wXPFY/NvDhbFWFChW44/Hx8Tond9TKly8PGxsbxMTE5Fn+8OFDtG/fHu7u7ti/f7/WzmIFSUlJ0TqW17az+eH7Pvn4+HBn7HK6e/dunnGfP3+OrKwsVKtWjXdfCCGEkJLOFGPBHTt2wNraGocOHYKVlRV3fM2aNXr3Tz0uevDgAVq2bMkdz87ORmxsLGrXrq13zIoVKwIAHB0ducmuvLi5ucHGxkav8QghpHDo1jBCjOjo0aN5XrWxf/9+APwub/3qq6/w5s0brF692uj9K4h63Rs1S0tLVK9eHYwxKBQKAB/O/uR+juHh4VpbuPPRrl07KBQKjeeqUqkQERFhQO8/6NOnD5RKJebMmaNVlp2dzU2EtG7dGnK5HOHh4RrPZ+nSpbweRy6Xo169erhw4YJW2atXr9C2bVtIpVIcOnTIoKuQcm/neuDAAWRkZBR4K5oa3/epY8eOOHPmDM6dO8cdi4+Pz/eKqosXLwIAGjduzKsfhBBCSElSlGNBmUwGiUSi8d0eGxuL3bt369dpfJioKl26NFavXo3s7Gzu+KZNm3idIMtLYGAgKlasiIULFyI1NVWrPD4+HsCH59GuXTvs3r0bT5484cpv376NQ4cOGfTYhBDd6IogQoxo7NixSE9PR48ePeDv74+srCycOnUKW7Zsga+vL4YMGVJgjA4dOqBmzZpYvHgxwsLCuK3Oi0Lbtm1RpkwZNGnSBB4eHrh9+zaWL1+OTp06wcHBAQDQuXNnbNiwAU5OTqhevTpOnz6Nw4cPc7dK6aN79+4ICgrCpEmT8ODBA/j7++Ovv/7C27dvAcCgdWhatGiBUaNGYd68ebhy5Qratm0LuVyO+/fvY9u2bVi2bBl69eoFNzc3TJ48GfPmzUPnzp3RsWNHXL58GQcOHOB921O3bt3wzTffIDk5GY6Ojtzx9u3b49GjR5gyZQpOnjyJkydPcmUeHh5o06ZNgbFv376Njh07omvXrnjx4gWWLVsGJycnnDp1Cn/88Qf69++vsz3f92nKlCnYsGED2rdvj/Hjx3Pbx/v4+ODatWtacaOiolC+fHnaOp4QQgjJQ1GOBTt16oTFixejffv2GDBgAOLi4hAREYFKlSrl+R2ui6WlJWbOnImxY8ciJCQEffr0QWxsLNauXYuKFSsaNCaTSqX49ddf0aFDB9SoUQNDhgxB2bJl8fz5cxw9ehSOjo74+++/AQCzZs3CwYMH0axZM4wePRrZ2dkIDw9HjRo19H4uhJCC0UQQIUa0cOFCbNu2Dfv378eqVauQlZWF8uXLY/To0fjf//4HZ2dnXnEmT56MwYMHY9OmTRg8eLBJ+5zTqFGjsGnTJixevBipqanw9vbGuHHj8L///Y+rs2zZMshkMmzatAkZGRlo0qQJDh8+bNCuDjKZDPv27cP48eOxbt06SKVS9OjRAzNmzECTJk1gbW1t0PNYuXIlAgMD8csvv+Drr7/mFjr85JNP0KRJE67e3LlzYW1tjZUrV+Lo0aNo0KABIiMj0alTJ16P8+mnn2Lq1Kn466+/8Mknn3DHr169CgCYP3++VpsWLVrwmgj6/PPP8fTpU0ycOBHOzs74/vvvYWFhgYkTJ+LIkSMFTgTxfZ88PT1x9OhRjB07Fj/88ANKly6Nzz77DF5eXhg2bJhGXZVKhR07dmDYsGG0WDQhhBCSh6IcC4aEhOC3337DDz/8gAkTJsDPzw8//vgjYmNjDZo8GTNmDBhjWLRoESZPnow6dergr7/+wrhx4wwekwUHB+P06dOYM2cOli9fjtTUVJQpUwYNGjTAqFGjuHq1a9fGoUOHMHHiREyfPh3e3t6YNWsWXr58SRNBhJiAhPG9z4AQQorI7t270aNHD5w8eVJj4kaMhg0bhnv37uHEiRNGiymRSDBjxgzMnDnTaDGNYffu3RgwYAAePnwIT09PobtDCCGEEBNTqVRwc3NDz549BVm2gBBiGrRGECFEUO/fv9f4WalUIjw8HI6Ojvjoo48E6hV/M2bMwPnz5xEdHS10V0zuxx9/xJgxY2gSiBBCCDFDea1FuH79erx9+xbBwcHCdIoQYhJ0axghRFBjx47F+/fv0ahRI2RmZmLnzp04deoUvv/+e527folF+fLlkZGRIXQ3isTp06eF7gIhhBBCTOTMmTP44osv0Lt3b5QuXRqXLl3Cb7/9hpo1a6J3795Cd48QYkQ0EUQIEVRISAgWLVqEvXv3IiMjA5UqVUJ4eDjGjBkjdNcIIYQQQkoMX19flCtXDj/99BPevn0LFxcXDBo0CD/88AMsLS2F7h4hxIhojSBCCCGEEEIIIYSQEoLWCCKEEEIIIYQQQggpIWgiiBBCCCGEEEIIIaSEKDFrBKlUKrx48QIODg6QSCRCd4cQQgghOjDGkJKSAi8vL0ildN5KKDR+IoQQQooHfcZOJWYi6MWLFyhXrpzQ3SCEEEKIHp4+fQpvb2+hu1HiREREICIiAllZWXj48KHQ3SGEEEIIT3zGTqJcLLpHjx44duwYWrVqhe3bt2uU7d27F5MmTYJKpcJXX32F4cOH84qZlJQEZ2dnPH36FI6OjvnWUygUiIyMRNu2bSGXy3nF1qcNn7oF1cmvXFc7Q55XUTN1Hwsb39D2fNuZMjcKUyYGYs8NQ2OI5bNDV5nYcwOg/OBbt7jlR3JyMsqVK4d3797BycnJqLEJf+rxU0xMDBwcHPKso1AocPToUbRs2VLv70c+7fjUK6iOrnJDy8TA1P0zRnxDYujTRqj8EHtuAJQffOtSflB+mEt+pKSkwM/Pj9fYSZRXBI0fPx5Dhw7FunXrNI5nZ2dj4sSJOHr0KJycnBAYGIgePXqgdOnSBcZUX87s6OhY4ESQra0tHB0d9Uo2vm341C2oTn7lutoZ8ryKmqn7WNj4hrbn286UuVGYMjEQe24YGkMsnx26ysSeGwDlB9+6xTU/6HYkYalffxcXl3zHT+o8KF26tEHfjwW141OvoDq6yg0tEwNT988Y8Q2JoU8bofJD7LkBUH7wrUv5QflhLvmhjsVn7CTKm+6Dg4PzPOt07tw51KhRA2XLloW9vT06dOiAyMhIAXpICCGEEEIIIYQQUvzofUXQ8ePHsWDBAly8eBEvX77Erl270L17d406ERERWLBgAV69eoU6deogPDwcQUFBhe7sixcvULZsWe7nsmXL4vnz54WOSwghhBBC8qdQKKBQKPIty/lffWLyacenXkF1dJUbWiYGpu6fMeIbEkOfNkLlh9hzA6D84FuX8oPyw1zyQ594ek8EpaWloU6dOhg6dCh69uypVb5lyxZMnDgRK1euRIMGDbB06VK0a9cOd+/ehbu7OwAgICAA2dnZWm0jIyPh5eWlb5cIIYQQQogRqReLViqVAD6M0WxtbXW2iYqKMuix+LbjU6+gOrrKDS0TA1P3zxjxDYmhTxuh8kPsuQFQfvCtS/kh3viUH/ykp6fzrqv3RFCHDh3QoUOHfMsXL16MESNGYMiQIQCAlStXYt++ffj9998xdepUAMCVK1f0fVgAgJeXl8YVQM+fP8/3SqPMzExkZmZyPycnJwPQfUZLXZ7zv3yIZdaxOJ/RAsQ/K01nPIUj9tzQJwZjDEqlEkqlEgqFAhYWFkhNTYWFhe6P4+zs7ALrFlRHV3l+ZXweV2im7qMx4hsSQ582xS0/JBIJZDIZZDJZvvexi/XzqKQICwtDWFgYkpOT4eTkhLZt2+pcIygqKgpt2rTRe40gPu341Cuojq5yQ8vEwNT9M0Z8Q2Lo00ao/BB7bgDmlR9KpRLZ2dlgjCE7OxunTp1C48aNeX0/FlS3oDq6yvMr06ePQjF1H40R35AY5pwfEokEFhYWkMlkeZar5zz4MOo7npWVhYsXL2LatGncMalUitatW+P06dOFjh8UFIQbN27g+fPncHJywoEDB/Dtt9/mWXfevHmYNWuW1nE+Z7SA4j3rWJzPaAHin5WmM57CEXtuFBRDKpXC2dkZNjY23B+/ZcqUwaNHj3jF5lO3oDq6yvMr06ePQjF1H40R35AY5pwfjDGkp6cjKSkJKpVKq1yfs1rE9ORyeYF/6PGpU5h2xuiDrnJDy8TA1P0zRnxDYujTRqj8EHtuAMU/P1JTU/Hs2TOoN7tmjKFMmTJ4+fJlgYvi8qlbUB1d5fmV6dNHoZi6j8aIb0gMc88PiUQCb29v2Nvba5Xp83to1ImghIQEKJVKeHh4aBz38PDAnTt3eMdp3bo1rl69irS0NHh7e2Pbtm1o1KgRLCwssGjRIrRs2RIqlQpTpkzJd8ewadOmYeLEidzP6m1odZ3RAor3WYvifEYLEP9ZCzrjKRyx5wafGCqVCjExMZDJZHBzc+PqpKWlwc7OjtcXVUF1C6qjqzy/Mj6PKzRT99EY8Q2JoU+b4pYfjDEoFArEx8fD3d0dfn5+kEo196/Q56wWIYQQ86RUKvHs2TPY2trCzc0NEokEKpUKqampsLe31/ruyI1P3YLq6CrPr0yfPgrF1H00RnxDYphzfjDGEB8fj2fPnqFy5cr5XhnEhyivUzt8+HC+ZV27dkXXrl0LjGFlZQUrKytjdosQQgymUCigUqng7e3NXZWo/mPY2tqa1x/6BdUtqI6u8vzK9OmjUEzdR2PENySGueeHjY0NLCws8OTJEygUCvrOJoQQokWhUIAxBjc3N9jY2AD48Ed0VlYWrK2tef2hX1DdguroKs+vTJ8+CsXUfTRGfENimHt+uLm5ITY2FgqFQjwTQa6urpDJZHj9+rXG8devX6NMmTLGfCjeDFnsEKBbw4Qk9tt/6NYw4Yg9N3TFsLCwQJkyZZCenq61WH5KSgrv+HzqFlRHV3l+Zfr0USim7qMx4hsSw5zzIysrC+/fv8e///6r9XtBt4aJi641FmkNPeGY0xp6hrYRKj/EnhuAeeSHeiKIMcbdRpzzFrG8bi3OiU/dguroKs+vTJ8+CsXUfTRGfENimHt+qH8f8poI0ud3UcLUvTCARCLR2j6+QYMGCAoKQnh4OIAPs13ly5fHmDFjuMWihaBe7DAhIYFuDRPhrT+A+G//oVvDhCP23OATIyMjA0+fPoWvry+sra0BfPggT0lJgYODA68rPgqqW1AdXeX5lenTR6GYuo/GiG9IjJKQHxkZGYiNjUW5cuW43wu15ORkuLq6IikpSef3NjGNnCfS7t27h82bN/M6kUYIIcakPpFWrlw5WFpaCt0dQgSXlZWFp0+f4tWrV3meRBswYACvsZPeVwSlpqbiwYMH3M8xMTG4cuUKXFxcUL58eUycOBGhoaGoV68egoKCsHTpUqSlpXG7iAnNmAsSFqaNKRe0K86LHQLiX9COFsMUjthzQ1cMpVIJiUQCqVTKXQKqPgOgPq4Ln7oF1dFVnl+ZPn00lZkzZ2L37t357jhp6j4aI76uGIMHD8a7d++we/dugx+XT12JRIKNGzeif//+oskPqVQKiUSS5++NmD+LSgLaNaxwz62omMOJksK2oV3D8mcO+aE+kWZvb08n0vQ0a9Ys7NmzB5cuXcqzvLifSBsyZAjevXuHXbt2Gfy4fOrKZDJs3LgR/fr1E0V+ZGRkwMbGBs2bN8/zJBpfek8EXbhwAS1btuR+Vi/IHBoairVr16Jv376Ij4/H9OnT8erVKwQEBODgwYNaC0gLRdelzerynP/lG5NvG1NevlqcL20GxH/5Kl36Lhyx5wafGOpLm1UqVbG7tPnZs2dYtGgRDh06hISEBHh6eqJbt2749ttv812w35jUfTP0easdO3YMrVq1wps3b+Ds7Kz345vq0ubcl7wb8rj61hXDpc3Ah/fUGJc3E9MzxkmKwrajEyX5K84nSozVRqj8EHtuAMU7P4rzibS8xk/du3fH9OnTi2T8pJ5gMPR5qx07dgwtW7ZEYmKiXuMnU59Ik0gker0nhe2jWE60Guskmt4TQcHBwdzALz9jxozBmDFj9A1tErRGkP6PKzSxrwNDawQJR+y5oSuG+tLm1NRUZGVlaZSJeQ2Y2NhYtG3bFhUrVsTq1atRvnx53LlzB9OnT8f+/fsRFRWFUqVK8eu8gTIzM6FUKvM9y5GVlQVLS8sCn7d6zZmUlBSDBiQ54ysUCoMGvXn1UaFQIDs7O9/nJ+b80Odx86JeI+j48eO0RhAhhBCz8ejRI4SEhKBq1ar4448/4Ofnh5s3b+LLL7/EgQMHcObMGbi4uAjax9zj0aJg6PiJmAArIZKSkhgAlpCQwLKysvL9l5aWxnbv3s3S0tJ01sv5LzU1lf25g18bPvELqpNfua52hjyvov5n6j4WNr6h7fm2M2VuFPf8EHtu8ImRnJzMbt68ydLS0phSqWRKpZJlZ2ezxMRElp2dzR3L7x+fugXV0VWeX1m7du2Yl5cXS0lJ0Tj+/PlzZmtry0aNGsUdA8B27NihUc/JyYn99ttv3M9ffvklq1y5MrOxsWF+fn7sm2++YRkZGRptvv/+e+bu7s7s7e3ZkCFD2JQpU1idOnW48kGDBrGuXbuyOXPmME9PT+br68sSExPZ2rVrWWBgILO3t2ceHh6sX79+7OXLl0ypVLKHDx8yABr/Bg0axJRKJfPx8WGLFy/W6EOdOnXY9OnTudcGAFu+fDnr3Lkzs7W15cp27tzJ6taty6ysrJifnx+bMWMGy8zMzPf1zczMZBMmTGBOTk7MxcWFTZ48mX366aesa9euXF2FQsG+++475uvry6ytrVnt2rXZli1bdOaHj48P+/rrr1nfvn2Zra0t8/LyYuHh4Rp1ALBly5axbt26MRsbG1apUiW2a9curjwzM5N98skn3ONWqVKFLVmyRKP/hw8fZvXr12e2trbMycmJNWrUiF29epXLG76vh/pfWloau3nzJktOTtb6nUlISGAAWFJSktBDiBJNPX7S9T5kZWWx3bt3s6ysLL1iZ2Zmsm07C27HJ35BdXSVG1omBqbunzHiGxJDnzZC5YfYc4Mx88iP9+/fs1u3brH3799zx5RKJUtMTGRKpbLA+HzqFlRHV3l+ZerxU2pqqsbxly9fMltbW/bZZ59xxwCwXbt2adRzcnJia9as4X6eMmWKxvjpf//7n9ZrNm/ePG78NHToUPbVV1+xOnXqcOWhoaGsW7dubO7cuTrHT/3792evX79mjDEWExOjNX4KDQ1ljDHm4+PDlixZotGHOnXqsBkzZnCvjXr81KVLF2Zra8uV7d69W2O8MHPmTKZQKPJ9fbOystgXX3zBjZ++/PJLNmjQINatWzeNut9//73G+Gnbtm1aMXPKa/y0fPlyjTp5jZ/27NnDlWdlZWmNn5YuXarR/3/++Udj/NS4cWN29epVLm/4vh6M5f07ocbnO1tNlNvHm5Kx1wg68+gNZuy5AdtsKXqK5PLV4nxpMyD+y1fp0nfhiD03dMXIfWkzYwzpWdl4n6WEhULJ69LVguoWVEdd7gDty4TzukT17du3iIyMxP/+9z/Y2tpqtPHy8sLAgQOxdetW/PzzzxqXH+eOnfOYo6Mj1q5dCy8vL1y/fh0jRoyAo6MjpkyZAgDYunUrZs2ahYiICDRt2hQbNmzATz/9hAoVKnAxJBIJjhw5AicnJ0RFRXF9VygUmDNnDqpWrYq4uDhMnDgRQ4cOxf79++Hj44MdO3bg448/xt27d+Ho6AgbGxuNmHldciyVSrn4s2fPxg8//IBly5bBwsIC0dHRGDx4MH766Sc0a9YMDx8+xMiRIyGRSDBjxow8X98lS5Zg3bp1+P3331GtWjUsWrQIu3fvRkhICPf48+bNw8aNG7FixQp4enri0qVLGDRoEDw8PNCiRYs833sACA8Px7Rp0zB79mwcOnQIEyZMQNWqVdGmTRuuzo8//oj58+dj4cKFCA8Px6efforHjx/DxcUFjDF4eXlhy5YtcHNzw6lTpzBy5Eh4eXmhV69eyM7Oxscff4wRI0bgjz/+QFZWFs6cOcNdmq3P65EzN2iNoJJp+8VnWBJ1F7XspegmdGcIIcWGxvgpK5v/+ElH3YLqcOMnnnss5Rw/qbe8VytTpgwGDhyILVu2YMWKFbzXh3FwcNAaPzk4OGiMn2bOnJnn+Cmnf/75B46OjgWOnwYPHoz9+/ejXLlyeY6f9KEePy1duhQWFhY4ceIEBg0apDVeAJDveGHx4sVYu3atxvhp165dCAkJ4erkNX765JNP4Obmptf4afz48ahSpYrO8dPAgQO58ZNKpcpz/OTp6cmNn3r27Jnn+AmAQa+HMZS4iSBjc7SW4+7rVEglEsSlZKKsCw1cCSEFe69QouZMYW7FuzGzDexzrceSl/v374MxhqpVq+ZZXq1aNSQmJiI+Ph7u7u68Hvt///sf9/++vr6YPHky/vzzT24gs3TpUgwbNgzDhg0DAMydOxeHDx9GRkaGRhw7Ozv8+uuvsLS0hEqlQnJyMoYOHcoN4CpUqICffvoJ9evXR2pqKuzt7blLsN3d3fW6x12tf//+GhsfDB06FFOnTkVoaCj3mHPmzMGUKVPy/eJetmwZpk2bhp49ewIAVq5ciUOHDnHlmZmZ+P7773H48GE0aNAAycnJqF27Nk6dOoVffvlF50AmKCgIX331FaRSKapUqYLo6GgsWbJEYyAzYMAAbrHo77//Hj/99BPOnTuH9u3bQy6XY9q0aXB0dIRUKoWfnx9Onz6NrVu3olevXkhJSUFSUhI6d+6MihUrAgCqVq3K3dI2a9YsvV8PUnzoWmPRoHXWVEo8f5eB7ExJgbcn0Bp6+TOHNfQK20ao/BB7bgDmkR+511hMz8oWbPx0fUZr2FlpLwas/q96YuXu3bvc+InlsYaev78/EhMT8fr1a278lHMNSbWcx77++mvuePny5TFp0iRs2bIFkydPBvBh/DR06FBunDJ79mxu/JRzbUo7OzusWrUKlpaW3ILFQ4YM4SYlfH19sXTpUm4MYm9vz42ZXF1duf/PGTOvdQXVawACQL9+/bixAfBh/PTVV1/h008/5R5TPYb49ttv83x9ly1bhqlTp3K7la9YsQKHDh3iHks9foqMjETDhg2RkpKCWrVqITo6GitXrkSzZs2Qn6CgIEyZMgUSiQSVKlXCyZMnsXjxYrRq1YqrM2DAAG6x6Llz5+Knn37CmTNn0L59e1hYWGDatGncws8+Pj44deoUtmzZgo8//pgbP3Xs2BF+fn4AgCpVqiAlJQWMMcyaNYv366F+7ZkR1lcscRNBxl4surKbDT4q54RLT5Ow+exjTGhdpcDHLyg+LRYtzi8rWixaOGLPDT4xcg9kDF102Bjy+9LOXZbzS15XGwsLC402ugYyW7ZswfLly/Hw4UOkpqYiOzsbjo6OXPnt27cxcuRIjRgNGzbEsWPHNPpTs2ZN7nHV/bhw4QJmz56Na9euITExkasfGxuL6tWr6+wjn4FMYGCgRp2rV68iOjoa3333HXdMqVQiIyMDqampGuvRMcaQlJSEly9fon79+lwcqVSKwMBA7rHu3buH9PR0jckb4MN9/HXr1tWZN0FBQRrPo2HDhli2bJlGmxo1anB1bGxs4OjoiFevXnHPc/Xq1fjzzz/x5MkTvH//HllZWQgICABjDKVKlUJoaCjatWuH1q1bo3Xr1ujVqxfs7e3BGNPr9VCjxaLFy5A1FvVZZ02ZDVhIZHj9XoL1ew7Dy67gNrSGXv6K8xp6xmojVH6IPTeA4p0fuddYfJ+lLPRjGSo1JRXKzLxPpOVcKy8tLQ3AfztD5aY+uZWZmcmdTHn//r3GWoGMMWRkZHDHdu7ciV9++QWxsbFIS0tDdnY2HBwcuPJbt25h0KBBGjE++ugjnDhxgjumUChQrVo1ZGRkaJxgO3HiBH744QfcuHEDSUlJ3Ljh1q1b8Pf3z3eNRZVKpdFH4MP3fs7nBXwYe+T8+cqVK4iOjsb333+v0S4jIwOvXr3S+q5Rj59yx6lTpw63xuLt27eRnp6Odu3aabTNyspC7dq1812HUaVSISgoSON9qlu3Ln7++Wet55CzjoODA548ecLVWb16NTZt2oRnz54hIyMDWVlZqFWrFlJSUlCqVCkMGDAAHTp0QHBwMIKDg9G9e3eUKVMGKSkper8eWUZaX9HsJ4KKYrHomtYSXIIMG07FoGLGA8h4rEFKi0XnT+xfVrRYtHDEnhu6YuQeyDDGcHpiw0I/niGyM9KRnJn3pcg5v+Q8PDwgkUhw9+7dPAcy165dg6urK6RSKZKTkyGRSJCenq7xxalQKLhBwrlz5/Dpp59i6tSpmDt3LhwdHbFz504sX76ca5N74AN8+MLLuVi0QqGAlZWVRp20tDR06NABISEhWLlyJVxdXfHs2TN8/PHHSExMRHJyss7FonMPwDIzM7UGMurnqZaamoqpU6eiS5cuWq9NVlaW1pdzzr7mjJOdnQ3GGJKTk/H69WsAHybMPD09NdpZWlrqHMion5ua+ixgzjZyuVzrvVS/Zzt27MD06dMxZ84cBAUFwd7eHj/99BMuXrzItVGfcTx8+DA2b96Mb7/9Fjt37uSuvNL39TDWYIYYX1FsH38o+RKO3E3AO8eKGN4u7ysP+cYvqI6uckPLxMDU/TNGfENi6NNGqPwQe24A5pEfubePd2AM12e0RmpKKuwd7HltD15Q3YLqqMvdXJy0xg/qyZ6c24DXqVOHGz/1799fK2ZMTAzc3NxQrlw5AB9uRbe2ttb4jM3OzuaOnT59GiNHjsTMmTPRtm1bODk5YcuWLVi8eDHXJq8YlpaWkMlk3DG5XA5HR0fuZ8YYXr16hV69eqFt27bYtGkT3Nzc8OTJE3To0AGWlpZwdHTk/nZ2cHDQiG9hYQErKyuNYyqVijumPpHm6uqqUSctLQ0zZ85Ejx49tF5rd3d3jddYfSIN+HA1eO7HZ4xpHPv777/h5eWFtLQ02NnZQSKRaPUxJ/Vj5Xz/rK2tIZVKNdrI5XKNOlKplHt9/vzzT0yfPh0LFixAo0aN4ODggIULF+LcuXNwcHBASkoK1q9fj4kTJ+LQoUP466+/8N1332Hnzp0ICQnR6/UABNw+vrjRZyADGPaB1iIjE7vmH0OyQgIL34/QoWaZQsU39MuqOA9kAPF/WRnanm87GujmT+y5wSdG7oEMADjmMXjIT14DDX3r6CrPq8zR0RGtW7fG77//jq+++kpjEv3Vq1fYtm0bRo8ezX2murm5ISkpifv5/v37SE9P5wYm165dg4+PD2bPns3FUd8fr25TvXp1XLt2jbs3GgAuX76sNZCxsLDQGMhcuXIFb9++xcKFC7mB1Z07dwD8N3BQX85sa2ur8T3g4eGBxMRE7lhycjIeP36sNZBRX0Gj9tFHH+Hx48cICAjI8/3I/foCgKenJ27evIkOHToA+DDQu3btGurWrQtHR0fUr18fVlZWSEhIQPv27Xnnh1Qqxfnz5zXqXrlyBdWrV9f6zstZJ+fA8fLlywgKCsIXX3zBlT979gwymYwbyDg4OKBp06Zo2rQpZs6cicaNG2P79u0ICQnR6/VQM9ZghpieKbaP71zbE0fuJuDQ7XhM7VSjwDynNfTyV5zX0DNWG9o+Pn/FOT/y2j7ezkoCZaYMdlZyXmsEFVS3oDrq8rzWQcxrjUU3Nzdu/DR16lTY2f13yeOrV6+wefNmhIWFadR//fo197N6/KR+vDNnzsDHx0fj9vonT54A+G8io1q1ajh//jwGDx7M1Tl79qxGndzbratUKty/fx9v3rzBjz/+yI2fLl26xLWTSqXc9zNjTOP5u7m54dWrV9yx5ORkxMTEaK2xmLMPwIfx071791Cliu47adR9dHJygqenJ86fP4/g4GAAH8ZPly5dwkcffQSpVIqaNWvCysoKz549Q4sWLZCcnMzd6l6Q8+fPa7wuZ8+eRbVq1fJdOzLnc5JKpTh16hSCgoIwevRorvzRo0dcG/V/AwMDERgYiK+//hqNGjXC9u3b0apVK71eD/XjCrJ9fHFn7MWiAcAOQCN3hsjnEvwa/RhdArwFHcwU54EMIP4vK1osWjhizw1dMfIayOQ1eMgPn7oF1dFVnl9ZeHg4mjRpgo4dO2Lu3Lka259WqVIFM2bM4OqHhIQgIiICjRs3hlKpxFdffQW5XM495ypVquDJkyfYunUr6tevj3379mH37t0A/hsgjB8/HoMHD0b9+vXRpEkTbNq0CTdv3tRaLDr3QMbb2xuWlpaIiIjAZ599hhs3bnC3KKkf38/PDxKJBPv370fHjh1hY2MDe3t7hISEYO3atejatSucnZ0xffp0yGSyAgcy06dPR+fOneHj44NevXpBKpXi6tWruHHjBubOnZvn6ztu3Dj8+OOPqFKlCvz9/bF48WK8e/eOeywnJydMnjwZkyZNgkqlQkBAAJRKJU6fPg1HR0eNe+xzO3v2LBYuXIgePXogKioK27dvx759+3gPZCpXroz169cjMjISFStWxIYNG3D+/HnudXv8+DH++OMPdOvWDV5eXrh79y4ePHiA3r17QyKR6PV65HxsWiy65GpZ1Q1yCUPsm3TcfJGMmmWdhO4SIYQYhXr81KFDhzzHT9OnT+fqhoSEYPny5WjUqJHG+EmtcuXKePLkCf78809u/LRr1y6Nx1OPn+rVq6c1ftJFPX4KDw/nxk9z5szRqOPj4wOJRIK9e/fmOX7q0qWLxvipIOrxQvny5XmPF8aNG4cffvgBlStX1hg/qTk4OGDy5Mn44osvkJ2drff4acGCBdz4adu2bdi3b1+Bz0NNPX46dOiQ1vgJQJ7jp/v376NXr14Gvx7GwOMmJsJHc08VbC1luPYsCVG3XgvdHUIIMYrKlSvjyJEj8PPzQ58+feDj44MOHTpwixHb29tzdRctWoRy5cqhWbNmGDBgACZPnqxxFVHXrl3xxRdfYMyYMQgICMCpU6e0FsHr27cvvv32W0yZMgWBgYF4/PgxPv/88wL76erqit9//x3btm1D9erV8cMPP2DhwoUadcqWLcstvufh4YExY8YAAKZNm4YWLVqgc+fO6NSpE7p3784thqxLu3btsHfvXkRGRqJ+/fpo2LAhlixZAh8fn3zbTJw4EZ9++ilCQ0O5y4dzXwo8Z84cfPvtt/jxxx/RoEEDdOzYEfv27eMGFPkZM2YMLly4gLp162Lu3LlYvHix1r3yuowcORJdunRB//790aBBA7x58wajR4/mym1sbHDnzh18/PHHqFKlCkaOHInRo0dzC1Ma8nqQks3eygLVS324Wm7f9ZcC94YQQoyHxk/5o/GTOMZPJe6KIGMvFq2u6yAHBtYvi9XRT7A48i5aVHKBVKp9VRAtFp0/sS8ITItFC0fsucEnRu7FooG8F2jOD5+6BdXRVZ5fGWMM5cuXx++//85d6Thz5kwsWbIEV65cQcOG/61zVKZMGRw4cEAj7tu3bwH8d0XMDz/8gB9++EGjzrhx4zQec+rUqZg6dapGnXnz5nF1fv/9d42YOXel6N+/v0Y79fpw6rrffPMNvvnmG65cpVLB3t4emzdv1min3rlBvZhxYmIiHBwctF63Nm3aaC3snPPx1NR9lMlkWLx4MRYvXqyzzdixYzFmzBitW8N05YmDgwP+/PNPjStSc9bPzs7mdqhQH8/5/qivqFq/fr1GjO+++w6MMbi7u2PHjh0aZepbCtUx+b4eOY/TYtElW93SDFffAnuvvcCUdlV5b6VMCCFiV758eaxZs4a7CnfGjBlYvHgxrl27pjF+8vLy0thBFIDG1S4AMH/+fMyfP1/j2IQJEzR+/vrrrzV2FwM+bHuutnbt2jz72b9/fwwcOFDjmHrcovbtt99qTT6p18fJKfeVNzlvvc+pXbt2ek22WFhYYOnSpVi6dGm+dSQSCcaPH4+xY8fqdWuYg4MDtmzZkm/dnOtUquV8f6ysrBAREYENGzZoxFCPXd3d3bFz506thbZzxtT39TAGs58IKorFotX8Mh/BWibDndep+G7jQQS6snzr0mLR+RP7gsC0WLRwxJ4bumLkXiw6p7wWYs4Pn7oF1dFVnl9ZzuMTJ06Eh4cH/v33X/j7+/P6ki0K+ryOQsU3JAafNnktFm1ovMLmhz5osWhSvRSDjVyKp2/f49qzJNQp5yx0lwghxCRmzZoFX19fnDlzBkFBQaIZP5GSyewngopisWh1m+4d2yDO6SmW/vMAB1/ZYkKfJnCwtsizLi0WrU3sCwLTYtHCEXtu8ImR12LRfBaAVhNisWhdx/lcblxU9HkdhYpvSAx92uS164W+8YyZH3zRYtHESgaEVHXHvhuvsOvyc5oIIoSYNfXtQIQIzewngnIzxWLROdt8FlwJu6+8QOybdIQfe4QZXWoYHJ8WixZnfFosWjhizw1dMYrrYtH69FEopu6jMeIbEkOfNo8ePUJycnKxyw9aLLr40HVrfWFvne5c68NE0J4rz/Flm0qwtJDmWY9undZmDrdOF7aNUPkh9twAzCM/ivOt9Xz7KBRT99EY8Q2JoU+bhw8fat02r2+8os4PY91WX+ImgkzNWi7DnO418elv57DuVCy6BZRFAJ3dIoQQQkgxYsit9YbeXvs+5hIc5TIkpiuw+M9DqO2S9631dOt0/orzrdPGaiNUfog9N4DinR/mdGu9WJXkW+v1qSuW/DDWbfU0EWQCzSq7oVuAF/ZceYEvtlzBvnFNYWtJLzUhhBBCigd9bq0v7K3T7du2wU3ZI/wW/RhPpJ6Y2jFA7/h063TxvXW6sG2Eyg+x5wZgHvlhbrfWiwndWl8888NYt9XT7ISJzO5aE+di3iImIQ1z9t7GvJ61hO4SIYQQQohBjHHbsq52fer74Lfoxzh6Nx7JmSqUtrcySR/o1mnh4hu67ALfNkLlh9hzAyje+UG31psO3VpfPPPDWLfVl7iJIFNtH5+7ja0cmN+zJgatvYA/zj1BYDlHdAvwou3jdRD7fcy0fbxwxJ4bfGLQPe6mQ/e4F9/8oO3jiVrVMg6oVdYJ158n4a+rLzCkiZ/QXSKEEELMltlPBBXl9vF5tWnrJcWh51JM23kdr+9fgbcd//i0fbw449P28cIRe27oikH3uJse3eNe/PKDto8nOfUK9Mb150nYcekZTQQRQgghJmT2E0FFuX18Xm3aqxhGbrqMf+8l4I8n9tg6vB7ORx+j7ePzIPb7mGn7eOGIPTf4xKB73E2H7nEvvvlB28eTnLrW8cLcfbdw43kyrj9LQi1vJ6G7RAghhJgls58Iys3U28fn1eanfh+ha8RJPH6Tjok7bqK3O20fr4vY72Om7eOFI/bc0BWD7nHXn0Qiwa5du9C9e3ed9ege9+KbH7R9PMmplJ0lOtbyxJ4rL7DxzGP82Ku20F0ihJBih+/4iZRs4ly5ysw42cqx6tN6sLeywJmYRPz5UMqtq0AIIWI2ZMgQlCpVCjKZDBKJhPvXvn17obtGCDFDnzT0AQDsufocSem0ThQhpHii8RMRO5oIKiJVyzggYuBHkEklOJ8gxU9HHgrdJUII4aVVq1Z4/vw5Xr58yf37448/hO4WIcQM1fMpBf8yDshQqLD90jOhu0MIIQaj8RMRM5oIKkItqrhhdpdqAIDlxx5h64WnAveIEEIKZmVlhTJlymj8K1WqFFcukUjw66+/okePHrC1tUXlypXx119/6Yzp6+uLOXPmoH///rCzs0PZsmURERGhVS8hISHfuEqlEsOGDUPFihXh6emJatWqYdmyZRrtjx07hqCgINjZ2cHZ2RlNmjTB48ePufI9e/bgo48+grW1NSpUqIBZs2ZpLVpMCCk6EomEuypo45nHUKnoCmpCSPFE4yciZiVujaCi2j4+Pz3qeODYhRuIei7F1zuvw91ejiYVS+sVj7aPFyY+bR8vHLHnBp8YWtvHMwaWlQYo0sEypVDxWAy4oLoF1eHKVfbIvdE3n63FdW0PPmvWLPzwww/48ccfsXz5cgwcOBAxMTFwcXHJt82CBQswbdo0zJgxA5GRkRg/fjwqVaqENm3a8IqbnZ2NsmXL4s8//4S1tTWuXbuGzz77DB4eHujTpw+ys7PRvXt3DB8+HJs2bUJWVhbOnTvHPZcTJ05g0KBBWLp0KZo1a4aHDx/is88+A2MM06dP5/3a8EHbx+eNto8vPnSNn4z9/dippjvmHZAhJiENx++9RlB5xwLj0/dj8f1+LGwbocZPYs8NwDzyg8ZP2mj8ZLw2xXH8ZKyxk4SZ+WI1ObePv3fvHjZv3sxr+3hTYgzY8ECKiwlSWMsYxtVQoqydoF0ihJiYevv4cuXKwdLSElCkwzmimiB9eRd2G5Dz+xwcPXo0tm7dqrWj0xdffIFJkyYBAEqVKoXJkyfjm2++AQCkpaXB29sb27ZtQ+vWrfOMW7t2bVSpUgXbt2/njg0dOhQpKSnYtm2bwXG//PJLxMXFYd26dUhMTESFChWwd+9eNGnSRKtu9+7d0bx5c0ycOJE7tmXLFsycORO3b9/m9fqQwsnKysLTp0/x6tWrPLePHzBgAJKSknTu9klMQ+jx0/ZHUpx4LUWtUioM9zfsDwhCSPFH4ydNNH4ixho7mf0VQUJvH59f3d9GtsSIzddwPjYR62LssHVkELycbXjFo+3jhYlP28cLR+y5wSeG1vbxWbI8ohQNB3t7SKzsNY7ltw24XC5Hs2bNsHLlSo3jLi4uGp+l9erV4352dHSEo6MjUlNT8/28lUqlaNasmUZ58+bNsWzZMr3irlixAmvWrMHjx4+RkZGBrKwsBAQEcHVDQ0Px8ccfo3Xr1mjdujV69+4NT09PAMDNmzdx9uxZLF68mHs8pVKJjIwMWFhYcH/00vbxtH18SaTP+MkU349V4lLRIfwUbryTovJHjXD/UjR9P+bBHL4fC9tGqPGT2HMDMI/8oPGTJho/GbdNcRw/GWvsZPYTQbkJsX18XuxsrPDroProtfIU7selYtiGy9jxWWM42f7XnraPF2d82j5eOGLPDV0xtLaPt7KHauozJKekwNHBgdf24AXVLagOV25px3t7cADc/eW6+mhlZaVRrv5S09Um92Pl1UZX3D///BNffvklFi5ciFq1aqFMmTJYtGgRzp49y7VZu3Ytxo8fj4MHD2Lr1q349ttvERUVhYYNGyI1NRWzZs1Cz549tfpma2vLxaDt42n7eGKc7yZ92lUrWwoh/u44cicOG849R0ML+n7UpTh/PxqrjVD5IfbcAIp3ftD4SRuNn4zXpjiOn4w1dipxE0Fi4mQrx7qhQei54hQexKVixPoLWD8sCMLNcxNCioxEAljaAXLlh/8W9CWgUhVct6A66nIDz8oY25kzZ7R+rlaN/+Xe0dHRaNy4MT7//HMkJyfD0dERDx9q78hYt25d1K1bF9OmTUOjRo2wefNmNGzYEB999BHu3r2LSpUqFfq5EEKMb2TzCjhyJw47L79AjQChe0MIEQUaP9H4iRgFTQQJzMvZBmuH1kfvn0/jXOxbTNx6BYt71RK6W4QQwsnMzMSrV680zlhYWFjA1dW1UHGjo6Mxf/58dO/eHVFRUdi2bRv27dvHu33lypWxfv16HDp0CG5ubti9ezfOnz8PPz8/AEBMTAxWrVqFrl27wsvLC3fv3sX9+/cxaNAgAMD06dPRuXNnlC9fHr169YJUKsXVq1dx48YNzJ07t1DPjRBSeA38XFDH2wlXnyXh5Csp+grdIUII0QONn4iY0USQCPiXccQvgwIx+Pfz2H/9FUrbWSJQ6E4RQsj/++eff1C2bFmNY1WrVsWdO3cKFXfSpEm4cOECZs2aBUdHRyxevBjt2rXj3X7UqFG4fPky+vfvDwDo378/Ro8ejQMHDgD4cHnynTt3sG7dOrx58waenp4ICwvDqFGjAADt2rXD3r17MXv2bPz444+Qy+Xw9/fH8OHDC/W8CCHGIZFIMKJ5BYzZfBknXknwPksp+ltwCCFEjcZPRMxoIkgkGld0xaI+dTD2j8vYcOYJkspL0EnoThFCSrw1a9ZwCxDmdw9zXptPvnv3rsDYjo6O2Lp1a77lBcW1srLCmjVr8Ntvv3GXNkulUsybNw8A4OHhgV27dunsQ7t27fQaPBFCilb7GmXgXcoGzxLfY/ul5xjarKLQXSKEkALR+ImInWGrNhGT6FLHC//r9OH+zr+eyLDn6kuBe0QIIYQQIhwLmRTDm/oCAFadiEFmtlLYDhFCCCFmgCaCRGZ4swoY0tgHADBt1w2cvJ8gcI8IIYQQQoTT66OycLJkeJWcia0XngndHUIIIaTYK3G3hikUCigUCp3lOf/LNybfNnzqTmrlhyt3Y3D5jRSjNl7A5mH1Ud3TscAYumIb8ryKmqn7WNj4hrbn245PvYLqGJoDYs8PsecGnxgKhQKMMahUKm7LSPWlu+rjuvCpW1AdXeX5lenTR308evQIAIwS01R9NGZ8Q2KUhPxQqVRgjEGhUEAm09wzU6yfR6ToWVlI0aasCttjZPj56AP0qecNKwvaY5UQUvLExsYK3QViJsx+IigiIgIRERFQKj9cShwZGQlbW9sC20VFRen9WPq0KajuJ5WAFAXwIBn4dPVpfFFLCRcrfjF0xTbkeRU1U/exsPENbc+3HZ96BdUxNAfEnh9izw1dMSwsLFCmTBmkpqYiKytLoywlJYV3fD51C6qjqzy/Mn36KBRT99EY8Q2JYc75kZWVhffv3+P48ePIzs7WKEtPTzcoJjFPDd0ZTiRY4UVSBrZdeIZPGvoI3SVCCCGk2DL7iaCwsDCEhYUhOTkZTk5OaNu2LRwdHfOtr1AoEBUVhTZt2vDemUKfNnzqquts/Kw5Bq29gntxqdjwxAlbRgTB2VaebwxdsQ15XkXN1H0sbHxD2/Ntp09u5FfH0BwQe36IPTf4xMjIyMDTp09hb28Pa2trAB+uokhJSYGDgwMkEonO+HzqFlRHV3l+Zfr0USim7qMx4hsSoyTkR0ZGBmxsbNC8eXPu90ItOTlZ73jEfMmlwMjmfpiz7w5+PvYQfeqVg6UFrXBACCGEGMLsJ4Jyk8vlvP7Q41vP0DZ86pZ2sMW6YUHoueIUHiWk4fPNV7BxeAOuXX4xdMU25HkVNVP3sbDxDW1vzNwrqI6hOSD2/BB7buiKoVQqIZFIIJFIuN0j1LfS5DyWHz51C6qjqzy/Mn36KBRT99EY8Q2JURLyQ/07kdfvjZg/i4gw+gaWxS/HY/D83Xtsu/gUAxvQVUGElBR57YRFSElkrN8FcY7qCcfTyQbrhgbBwdoCFx4nYvyfl6FU0QchIcWN+o9aut2FkP+ofx9o0ofwYSWXYXTwh+3jf/rnPt5n0Q5ihJg79fpxuW+rJ6SkUv8u5F5bUV8l7oqg4qiKhwNWD6qHQb+dw6GbrzFn3x3Upyk8QooVmUwGZ2dnxMXFAQBsbW3BGENWVhYyMjJ4XfFRUN2C6ugqz6+Mz+MKzdR9NEZ8Q2Lo06a45QdjDOnp6YiLi4Ozs3OhBzOk5OjfoDx+PRmDZ4nv8Xt0DMJaVhK6S4QQE7KwsICtrS3i4+Mhl8shlUrN+vuxKNH4qfjlh0qlQnx8PGxtbWFhUbipHJoIKiYaViiNxX3rYOwfl7Hp3FMklZegk9CdIoTopUyZMgDATQYxxvD+/XvY2NjwWgOmoLoF1dFVnl+ZPn0Uiqn7aIz4hsQoCfnh7OzM/V4QcdO162pR7qopl8sxoVUlTN5+HT8fe4jeH3milK0l7apZjHfVLGwboXZdFXtuAOaTH25ubnjy5Am3YxZjDBkZGbC2tub1/VhQ3YLq6CrPr0yfPgrF1H00RnxDYph7fkilUnh5eWltsgHo97tIE0HFSOfaXohLzsTsvbew94kMLa68QO/6dH88IcWFRCKBp6cn3N3duT+qjh8/jubNm/NaaL6gugXV0VWeX5k+fRSKqftojPiGxDD3/JDL5XQlkIgZsutqUe2qKWNAWVsZnqdnY8raI+jhq+Idi3bVFC6+0Dvy8qljSA6IPTcA88kPmUwm2kkVQooCYwxKpRJ3797Ns1yfJShoIqiYGdrUD88T0/Bb9GNM23UTZZxt0ayym9DdIoToQSaTcf+ys7NhbW1d4B/RfOoWVEdXeX5l+vRRKKbuozHiGxKD8oMISZ9dV4XYVdOpagKGrruE6DgZZvRvAQ97C9pVs5juqlnYNkLtuir23AAoP/jWpfyg/DCX/NBnx1WaCCqGprStgst3YnDpjRSfbbiILaMaoWZZJ6G7RQghhBAzZYwdLQvbLme9lv5l0KRSaUQ/eIPwo4/wY88avGLRrprCxTckhj5thNp1Vey5AVB+8K1L+SHe+JQf/OgTS5wrVxGdpFIJBlZSoaFfKaRlKTFk7Xk8fUs7ERFCCCGkZJBIJPiqvT8AYNeV57j5gv9ZUEIIIaSko4mgYspCCqwYEAD/Mg6IT8lE6O/n8DaNtlUkhBBCSMlQ29sZ3QK8wBgwZ98dMCZ0jwghhJDigSaCijEHaznWDgmCl5M1HiWk4bNNl5GlFLpXhBBCCCFFY2oHf9jIZbj45B0uv6FFZAkhhBA+aCKomCvjZI11Q4PgaG2By0+TsOmhFCoVnRIjhBBCiPnzdLLB58EVAQB7HkuRnqW9nS4hhBBCNNFEkBmo7OGAVYPqQS6T4MobKRYdvi90lwghhBBCisTI5hVQ1tka77IkWH0iVujuEEIIIaJX4nYNUygUUCgUOstz/pdvTL5t+NQtqE5e5YHlHDGniz+m7r6NVSdiUd7FFn3reRvUR6GYuo+FjW9oe77tTJUbhS0TA7HnhqExxPDZUVCZ2HMDoPzgW7e45YeYc46Ii7Vchq/aVcG4Ldew+mQs+jXwgXcpW6G7RQghhIiW2U8ERUREICIiAkrlh8VzIiMjYWtb8OAgKipK78fSpw2fugXVyV1uA6C9txQHn0kxfc9NPL93Hf7OTGcbMTJ1Hwsb39D2fNuZIjeMUSYGYs8NQ2MI/dnBp0zsuQFQfvCtW1zyIz2ddsMk/LWv4YFKjio8SAbm7b+DiIEfCd0lQgghRLTMfiIoLCwMYWFhSE5OhpOTE9q2bQtHR8d86ysUCkRFRaFNmzaQy+W8HkOfNnzqFlQnv3KFQgEWGQV5KU/8ff01NjyywpYR9VHFw8Gg51XUTN3HwsY3tD3fdqbMjcKUiYHYc8PQGGL57NBVJvbcACg/+NYtbvmRnEzbgRP+JBIJevqqsPC6FPuuv8SABwloUslV6G4RQgghomT2E0G5yeVyXoNVvvUMbcOnbkF18iqXSIB5PWvhdaoC52LeYuTGK9g1ujFK2cj17qNQTN3HwsY3tL0xc8+Q3ChsmRiIPTcMjSGGz46CysSeGwDlB9+6xSU/xJ5vRHzK2gEDgsph49mn+Hb3DRyY0AxWFjKhu0UIIYSIDi0WbYasLKRY9WkgKrja4fm79xi+/gLtokEIIYQQszexdSW4OVjhUUIafvn3kdDdIYQQQkSJJoLMlLOtJdYMqQ8XO0tce5aESduug3aVJ4QQQog5c7CW49vO1QEAy48+QGxCmsA9IoQQQsSHJoLMmE9pO6weFAhLCykO34nHnsf0dhNCCCHEvHWp7YlmlV2Rla3Ct3tugDE6E0YIIYTkRDMDZi7QxwWLetcBABx7KcXGs08E7hEhhBBCiOlIJBLM7lYTlhZSnLifgL3XXgrdJUIIIURUaCKoBOhSxwuTWlcCAMzZdwdH7rwWuEeEEEIIIabj52qHsOAPY5/Ze28hJUMhcI8IIYQQ8aCJoBJiVHM/NHRXQcWAMZsv4+aLJKG7RAghhBBiMp8FV0AFVzvEp2RiUdQDobtDCCGEiAZNBJUQEokEffxUaFzBBelZSgxdex4vk94L3S1CCCGEEJOwspBhTveaAIDN55/iYbLAHSKEEEJEgiaCShCZFAjvVweV3e3xOjkTQ9deQGombStPCCGEEPPUpJIr+tTzBmPAnw9lyFQohe4SIYQQIjiaCCphHG3k+H1wfbjaW+H2y2SM3XwJ2UqV0N0ihBBCCDGJbzpWh5u9JeIyJIg49kjo7hBCCCGCo4mgEqiciy1+Da0Ha7kUR+/GY/beW0J3iRBCCCGF1KNHD5QqVQq9evXSq8zcOdnKMbNLNQDAqpOxtE4iIYSQEo8mgkqogHLOWNq3LiQSYP3px1h3KlboLhFCCCGkEMaPH4/169frXVYStK3ugQAXFZQqhinbr9HV0IQQQko0mggqwdrXLIOv2vsDAGb9fRNH78YJ3CNCCCGEGCo4OBgODg56l5UUH/up4GRjgZsvkrH6RIzQ3SGEEEIEQxNBJdyo5hXQp543VAwYu/ky7r5KEbpLhBBCiNk5fvw4unTpAi8vL0gkEuzevVurTkREBHx9fWFtbY0GDRrg3LlzRd9RM+ZoCXzT4cMJsCWH7+FhfKrAPSKEEEKEQRNBJZxEIsHc7rXQsIILUjOzMXTtecSnZArdLUIIIcSspKWloU6dOoiIiMizfMuWLZg4cSJmzJiBS5cuoU6dOmjXrh3i4v67WjcgIAA1a9bU+vfixYuiehrFXvcATzSv4oasbBWm7rgGlYoJ3SVCCCGkyFkI3QEiPEsLKVZ+EogeK04hJiENIzdcwB8jGsJaLhO6a4QQQohZ6NChAzp06JBv+eLFizFixAgMGTIEALBy5Urs27cPv//+O6ZOnQoAuHLlisn7mZmZiczM/04IJScnAwAUCgUUCkWebdTH8yvPD992fOoVVEd9PDs7G7O7+KNj+Fucj03Eryce4pP6Xvm2NfS5FRVT988Y8Q2JoU8bY+aHPjkg9twAKD/41qX8oPwwl/zQJ54oJ4J69OiBY8eOoVWrVti+fTvvMmI4Z1tL/D64PrpHROPyk3f4cvs1/NQvABKJROiuEUIIIWYtKysLFy9exLRp07hjUqkUrVu3xunTp4u0L/PmzcOsWbO0jkdGRsLW1lZn26ioKIMek287PvUKqqMu71RWgm0xMiw4eAd4eRMeNrrbGvrcioqp+2eM+IbE0KeNMfNDnzKx5wZA+cG3LuWHeONTfvCTnp7Ou64oJ4LGjx+PoUOHYt26dXqVkcLxc7XDyk8CMej3s/j76gv4udphYpsqQneLEEIIMWsJCQlQKpXw8PDQOO7h4YE7d+7wjtO6dWtcvXoVaWlp8Pb2xrZt29CoUaMCy3KaNm0aJk6cyP2cnJyMcuXKoW3btnB0dMzzcRUKBaKiotCmTRvI5XLe/eXbjk+9gurkLu/AGF6su4Toh2+wL94Fg8u9Rbu22m0NfW5FxdT9M0Z8Q2Lo08YU+cGnTOy5AVB+8K1L+UH5YS75ob6Klw9RTgQFBwfj2LFjepeRwmtUsTS+61ELU7Zfw0//3EcFVzt0r1tW6G4RQgghpACHDx82qCwnKysrWFlZaR2Xy+UFDlb51ClMO2P0IWf5gt510G7JcVx9nowjMgk662hr6HMrKqbunzHiGxJDnzbGzg++ZWLPDYDyg29dyg/xxqf84EefWHpPBB0/fhwLFizAxYsX8fLlS+zatQvdu3fXqBMREYEFCxbg1atXqFOnDsLDwxEUFKTvQxGB9KlXDg/jU/HLv48wZfs1eJeyQT1fF6G7RQghhJglV1dXyGQyvH79WuP469evUaZMGYF6pclc1gjKWe5mZ4FvOlbF1F03sf+pFMOfJ6J62VIG9VEotMaH+a3xYUyUH5QfulB+mF9+mHSNIPWuF0OHDkXPnj21ytW7XqxcuRINGjTA0qVL0a5dO9y9exfu7u4APux6kZ2drdU2MjISXl5e+naJmMBX7fwRm5CGQzdfY9SGi9gd1gTlXHSvDUAIIYQQ/VlaWiIwMBD//PMPd3JNpVLhn3/+wZgxYwTpU0REBCIiIqBUKgGY3xpBatYMqFFKipuJUoRtOIeJNZWQ5bGnrtjX+aA1PsxnjQ9ToPyg/NCF8sN88sOkawSZ864X6vKc/+VDLLOOhsxG6jK/Zw08S0zHzRcpGLLmHLaODIKDtekuGxT7rHRxPeNZ2DIxEHtuGBpDLJ8dusrEnhsA5QffusUtP8Scc4ZITU3FgwcPuJ9jYmJw5coVuLi4oHz58pg4cSJCQ0NRr149BAUFYenSpUhLS+PGU0UtLCwMYWFhSE5OhpOTk9mtEZRT3Uap6PBTNJ6lSRBrWxVjQyoW+rkVFVP3zxjxDYmhTxtT50d+ZWLPDYDyg29dyg/KD3PJD8HWCDKXXS+A4j3raMhsZH76egKLEmR4EJ+GAcv/wchqKshMvJGY2Geli+MZT2OUiYHYc8PQGGL57NBVJvbcACg/+NYtLvmhz1mt4uDChQto2bIl97N6QebQ0FCsXbsWffv2RXx8PKZPn45Xr14hICAABw8e1FpAWijmuEaQmpeLPXpXUGHdfRlW/PsIbWt6omZZJ4P6KBRa48N81vgwBcoPyg9dKD/MJz9MukaQLsV91wugeM86GjIbyUftoGT0//Uc7iQBF1TlMbNzNZNsKy/2WenifsbTVPlRFMSeG4bGEMtnh64ysecGQPnBt25xyw99zmoVB8HBwWCM6awzZswYwW4FK+nqlmZ4bemBgzdfY+LWK/h7bFNYWciE7hYhhBBiEqLcNcyUu14Q/dXwcsTi3rUx+o8r2HzuGSq42iG0kY/Q3SKEEEJIEVEozG+x6JxlEgnwv/aVcC72Le69TsWiQ3fwZdsqor89lm6NNc9bY42F8oPyQxfKD/PLD33iSVhBp6d0NZZINHYNy8rKgq2tLbZv366xk1hoaCjevXuHPXv2GPpQBsu52OG9e/ewefNmXreGEW1HXkiw57EMEjCM8FehRimDU4cQQgjRKT09HQMGDEBSUpLOK3mJaZTU8dO1txL8dvfDWGdsDSUqUuoRQggpJvQZOxl1IggAGjRogKCgIISHhwP4sOtF+fLlMWbMGG6xaCGoFztMSEigW8MMvHyfMYb/7bmFrRefw85Shj9HBMG/jINBsfIi9ts76NYw4Yg9NwyNIZbPDl1lYs8NgPKDb93ilh/JyclwdXWliSCB8Rk/mdv341c7b2Dn5Rco62yNXaPq4/Txo6L9DKTPP/P8/DMWyg/KD10oP8wvP/QZO+l9a1hx2/UiN74LMhXnBakMWaiKr7k9auNpYgZOP3qDURsvY/eYJnB3sDY4Xl6MvWiWseMb2t6YuWdobhSmTAzEnhuGxhDLZ4euMrHnBkD5wbducckPsedbSWOM3Cpsu6LK71ndauJcbCKeJb7HvMiHCLYW/2cgff6Z1+efsVF+UH7oQvlhPvmhTyy9J4KK+64XCgVtH18YEgDh/Wqj9y9nEfMmHcPXncemofVhLS/8gopiv0/V0PZ82wl1j6o+fRSK2HPD0Bhi+ezQVSb23AAoP/jWLW75IeacI+bNwVqOJX0D0PeX09h1+QWcq0jQUehOEUIIIUak90RQcdv1Iuc97gBtH2+sLX4HlgMWJ8lw7VkyBkVEYVBlFaRG2khM7FtAG9qebzuhtn/m+9hCEntuGBpDLJ8dusrEnhsA5QffusUlP8xt+/jiTteJNHM8URJQ1gGjmvnh5+Mx2PJIitC3qSjrYq+zn0KgiXDznAg3FsoPyg9dKD/MLz/0iVeoNYKKE1ojyPj3IZ6NeYsh6y5CoWQY3aICvmhdqVDxTNFHY8Y3tD3fdqbMjcKUiYHYc8PQGGL57NBVJvbcACg/+NYtbvlBawQJq6QuFp1TtgpYckOGZ2kSVHVS4bNqxjvpRQghhBibPotFi3L7eFMy5n3ohWljyvsQDbk/0RBNq3jg+x618OX2a1jx7yNU8nBAz4+8Cx1X7PepmssaCIXpo1DEnhuGxhDLZ4euMrHnBkD5wbducckPseebuQsLC0NYWBh3Iq1t27YlZrHonKoGvkOPlWdxN0mKNy7VENrIh/fzKwo0EW6eE+HGQvlB+aEL5Yf55UdycjLvuiVuIogYV+965fAoIQ0/H3uIqTuuo5yLLer7ugjdLUIIIYQYkTEmGQvbToiJzqqezujmo8L2GBkWRN5Hi6oeqOxhvB1TjYUmws1rItzYKD8oP3Sh/DCf/NAnVombCFIoaLFoY5vQsgIexaXg0K04jFx/AdtHNUB5F/0vHxf7faqGtufbTqh7VPXpo1DEnhuGxhDLZ4euMrHnBkD5wbduccsPMeccKVmaejDEWZTG8ftvMP7PK9gd1gSWFlKhu0UIIYQYzOwngmixaP0f1xCt7YFbdjI8TVNgwMoT+KKmEjYGZpfYF3ylxaKFI/bcMDSGWD47dJWJPTcAyg++dYtLftBi0UQsJBJgXo+a6Lz8FG69TMbiqHuY2sFf6G4RQgghBjP7iSB97nEHivd9iIbe/24sjVpk4ONfzuJ1cib2JXpg1Sd1YSHjf8ZM7PepmvMaCGK/j1nsuWFoDLF8dugqE3tuAJQffOsWt/zQ5z53Ynq6rqguCVfMlrKWYm636gj74yp+Of4QzSqVQpAIboWnKyLN84pIY6H8oPzQhfLD/PJDn3hmPxGUmzHvQy9MG1Peh2jI/YnG4F1ajt9C66PXylM48eAN5kc9wIwuNfSOI/b7VM1xDQR9+ygUseeGoTHE8tmhq0zsuQFQfvCtW1zyQ+z5Zu4MuaK6JFwx28BNirPxUozdeB5Taht+9bOx0RWR5nVFpLFRflB+6EL5YT75oc/V1CL5+iLmomZZJyzpE4DPN13CmuhYVHK3x8AG4tphgxBCCCG60a5heZc1z8xG14jTeJr4HiczvLG4dy1IJMLtKU9XRJrnFZHGQvlB+aEL5Yf55QftGqaDrkub1eU5/8s3Jt82prz8zNDLno2ttb8rvmhVCUv+eYDpe26inLMVGlUoXWA7sV+eWBIufRfr5atizw1DY4jls0NXmdhzA6D84Fu3uOWHmHOuJDLG1WaFbSeGK2ZLyeVY2q8u+vxyGnuvv0JINQ/0/Mi7wL6bGl0RaV5XRBob5Qflhy6UH+aTH/rEMvuJIFosWv/HNQYfBgS6SnExQYrP1l/AF7WUcLfh11bslyeWhEvfxUrsuWFoDLF8dugqE3tuAJQffOsWl/ygxaKJWAX6lMKEVpWxKOoevt19A4E+peBT2k7obhFCCCG8mf1EEC0WbfjzKqzWCiU+WXMBV54mYfNTR2wb1QBONoW79LswChu/JF36LjZizw1DY4jls0NXmdhzA6D84Fu3uOUHLRZNxGx0y0o4cT8B52LfYtyfV7D9s0aQ67FBBiGEECIks58Iys2Ylx8Xpo0pLz8z9LJnY5PL5Vg9qD66R0Qj5k06xm+9hrVDggocKIn98sSScOm7WIk9NwyNIZbPDl1lYs8NgPKDb93ikh9izzdSssmkEizpF4AOS4/j6tN3WBJ1D1Pa05byhBBCiocSNxFEipabgxV+Da2Hj38+hegHbzDzr5uY272moAsrEkIIIUQ/utZYLKlr6LnbWWBut+oYt+Uafv73IRr5lULDCkW7pTytkWaea6QZC+UH5YculB/mlx/6xKOJIGJy1TwdsaxfXYzccAGbzj5BZXd7DG7iJ3S3CCGEEJIP2j6ef1kjdylOx0kxZtN5fFVbCTsBLmajNdLMa400Y6P8oPzQhfLDfPKDto8notOmugemtvfHvAN3MHvvLfi62iG4qrvQ3SKEEEJIHmj7eP6PHZyVje4rziDmTTqOpnkhon+dIrvymdZIM8810oyF8oPyQxfKD/PLD9o+Xgddlzary3P+l29Mvm1MefmZoZc2F5Uhjcrh3utk7Lj0AmM2X8bWkUGo7G7PlYv98sSSeum7GIg9NwyNIZbPDl1lYs8NgPKDb93ilh9izrmSyBjrTxW2nVjX0HOSyxE+4CP0WBGNqNtx2H75FQY0KK+zn8ZGa6SZ1xppxkb5QfmhC+WH+eSHPrHMfiKIto/X/3FNqbEcuOIgw8OUbHy6KhoTaylhnytfxX55Ykm99F0MxJ4bhsYQy2eHrjKx5wZA+cG3bnHJD9o+nhQnNcs6YUo7f3y3/zZm772J+r6lUNnDQehuEUIIIXky+4kg2j7e8OdlKk1bZuHjX87iWeJ77E5ww9rQQFhaSEV/eWJJv/RdSGLPDUNjiOWzQ1eZ2HMDoPzgW7e45QdtH0+Km2FN/XD8fjxO3E/AuD+vYNfoxrCWy4TuFiGEEKLF7CeCcjPm5ceFaWPKy88MvbS5qHg4y7FmcH30XHEK52MTMWvfHfz4cW2uXOyXJ5bUS9/FQOy5YWgMsXx26CoTe24AlB986xaX/BB7vhGSm1QqwaI+ddBh6QncfpmM+QfvYnqX6kJ3ixBCCNEiFboDpGSq7OGAnwbUhVQCbL3wDL+eiBG6S4QQQgghheLuYI0FvT+c3Po9OgZH78YJ3CNCCCFEG00EEcG0rOqO/3X6cKbs+wO38c8dGiwRQgghpHgL8ffA4Ma+AIAvt11FfEqmsB0ihBBCcilxt4YRcRnSxBcP4lOx+ewTTNp2HWH+QveIEEIIIbnp2nWVdtXUNrl1RZx6kIB7camYtPUyVn/yEaRS428pT7smmueuicZC+UH5oQvlh/nlhz7xaCKICEoikWBW1xqITUjDqYdvsPqODD1SM+FZitaGIIQQQoRiyK6rtKumpp6ewKJ4GY7ff4Ovfj+Ill5M7xh80a6J5rVrorFRflB+6EL5YT75oc+OqyVuIkjXGS11ec7/8o3Jt40pZx1NcUarqCzrUxu9fjmDx2/f4/NNl7FxaH1YGXmnjcK+BnTGUzh0xsL8zlgYE+WHeeaHmHOuJNBn11WFgnbVzI91+aeY+fdt7HtmgdAODVCzbP471xqisP0riviGxNCnjVD5YerX3hgoPyg/dKH8ML/80GfHVbOfCDLkjBZQvGcdjX1Gq6gMLA8sSZLhyrNkDF4RhU8qqSAx/lXUhX4N6IyncOiMhfmcsTAFyg/zyg99zmoR0zPGjnSFbVccd9UMbeyH04/e4tDN1/hi2zXsHdcM9lbGH37TronmtWuisVF+UH7oQvlhPvmhTyyznwjS54wWULxnHU15RqsoKBQKvMs8jF/uWOBCghTNA6rg8xYVjBq/MK8BnfEUDp2xML8zFsZE+WGe+aHPWS1CxEoikWD+x3Vw4/kJxL5Jx/92XceSvgGQmOJMFyGEEMKT2U8E5WbMs06FaWPKWUdTnNEqKlWdGaZ39seMv29j8eEHqFLGEe1rehr1MQr7GtAZT+HQGQvzOWNhCpQf5pUfYs83QvhyspVjWb8A9F11BruvvEDTym7oFegtdLcIIYSUYLR9PBGdAUHluG1Xv9hyFTeeJwnbIUIIIYSQQqjn64IvWlcGAHy7+wYexqcK3CNCCCElGU0EEVH6X6dqaF7FDe8VSgxfdwGvkzOE7hIhhBBCiME+D66ExhVL471CibGbLyNDoRS6S4QQQkoomggiomQhk2L5gLqo5G6PV8kZGLH+At5n0YCJEEIIIcWTTCrBkr4BcLGzxK2XyfjhwB2hu0QIIaSEookgIlqO1nL8FloPzrZyXHuWhMnbr4IxJnS3CCGEEEIM4uFojUW96wAA1p6KReTNVwL3iBBCSElEE0FE1HxK22HlJ4GQyyTYd+0llh6+L3SXCCGEEEIM1tLfHSOa+QEApuy4hhfv3gvcI0IIISVNids1jBQ/DSuUxtzuNfHVjutY9s99VHS3R9c6XkJ3ixBCCCkxFAoFFApFvmU5/6tPTD7t+NQrqI6uckPLCmNCSEWcefQG158nY9wfl7BhSD1YyPQ/P2uq/hkzviEx9GkjVH6Y+rU3BsoPyg9dKD/MLz/0iVfiJoJ0DWTU5Tn/yzcm3zamTDYhBjLGpKuPPQM8ce9VMn6Lfowvt12Fl6Ml6ng7GS2+KduX5IGusdAXlfl9URkT5Yd55oeYc64kiIiIQEREBJTKD+vzRUZGwtbWVmebqKgogx6Lbzs+9Qqqo6vc0DJDdXMD7r2S4cLjd5jwayQ6llMZHMsU/TN2fENi6NNGqPww9WtvDJQflB+6UH6YT36kp6fzrithZr7oSs6BzL1797B58+YCBzJEnFQM+PWuFDcTpXCUM0yspUQpK6F7RQghxBTS09MxYMAAJCUlwdHRUejulFjJyclwcnJCQkJCvu+DQqFAVFQU2rRpA7lczjs233Z86hVUR1e5oWXG8Pe1l5i47TokEmDDkHpo4OeiV3tT988Y8Q2JoU8bofLD1K+9MVB+UH7oQvlhfvmRnJwMV1dXXmMns78iKCwsDGFhYdxApm3btjpflOKcbEIOZIyBTx+DW2ej76pzuBeXiq0vS+GP4fVha8kvjQv7GtBAVzj0RWV+X1TGRPlhnvmRnJxs1HikcORyeYHvMZ86hWlnjD7oKje0rDB6BpbH6UeJ2HbxGSZtv44D45vDxc5S7zim6p8x4xsSQ582QuWHqV97Y6D8oPzQhfLDfPJDn1hmPxGUmzEHG4VpY8pkE2IgY0y6+lhKLsdvg+ujW0Q0br1Mwde7b2P5gLqQSCRGiW/K9iV5oGss9EVlPl9UpkD5YV75IfZ8I8RYZnWrgYtPEvEoPg2Tt13Fb6H19BrXEEIIIfqiXcNIsVPOxfa/ncSuv8RP/zwQukuEEEIIIQaxtbTA8v4fwdJCiiN34vB7dKzQXSKEEGLmaCKIFEtBfi6Y270mAGDJ4Xs4cP2lwD0ihBBCCDFMdS9H/K9TNQDADwdu4/qzJIF7RAghxJzRRBAptvrWL48hTXwBABO3XsWN5zRoIoQQQkjx9GlDH7St7gGFkmHsH5eQmpktdJcIIYSYKZoIIsXaNx2roVllV7xXKDFy/QXEpWQI3SVCCCGEEL1JJBLM71UbXk7WiH2Tjm933xC6S4QQQswUTQSRYs1CJsXyAR+hgqsdXiRl4LMNF5GZrRS6W4QQQgghenO2tcSy/nUhlQC7Lj/HjovPhO4SIYQQM0QTQaTYc7KR49fQenC0tsClJ+8wbed1MMaE7hYhhBBCiN7q+7rgi9ZVAADf7rmBh/GpAveIEEKIuaGJIGIWKrjZI2LgR5BJJdh56TlWn3gkdJcIIYQQQgwyumUlNKpQGulZSozdfBkZCrramRBCiPHQRBAxG80qu3E7bsw7cAdH78QJ3CNCCCGEEP3JpBIs7RcAFztL3HqZjB8O3BG6S4QQQswITQQRszK4sS/6B5UDY8DYPy7j/usUobtECCGEEKI3D0drLOpdBwCw9lQsDt18JXCPCCGEmAuaCCJmRSKRYFbXmgjyc0FqZjaGr7+AxLQsobtFCCGEEKK3lv7uGNHMDwAwZfs1PH/3XuAeEUIIMQcWQnegqCkUCigUCp3lOf/LNybfNnzqFlQnv3Jd7Qx5XkXNWH2UAPipb230WnkGj9+k4/ONF/B7aCCgUhYqvqH949vOlLlRmDIxMHX/jBG/OH926CoTe24AlB986xa3/BBzzhFSlL5s549zMW9x9VkSxv9xGX+ObAgLGZ3LJYQQYjiznwiKiIhAREQElMoPkwCRkZGwtbUtsF1UVJTej6VPGz51C6qTX7mudoY8r6JmrD4OLA8sTZbhTEwiRvwciT4VVEaJb2h7vu1MmRuFKRMDU/fPGPGL82eHrjKx5wZA+cG3bnHJj/T0dKPHJIbTdSKNTpSYlgTA4t610G3FGVx4nIhFkXcwsXXlIukfTYTTiRJTx6f8EA7lh/nlhz7xJKyE7LOdnJwMJycnJCQkwNHRMd96CoUCUVFRaNOmDeRyOa/Y+rThU7egOvmV62pnyPMqaqbo4z+34/D5H1fAGPBthypwfXfL4PiG9o9vO1PmRmHKxMDU/TNG/OL82aGrTOy5AVB+8K1b3PIjOTkZrq6uSEpK0vm9TUwj54m0e/fuYfPmzbxOpBHTuZQgwbr7MkjA8Hk1Fao6l4ghPCGEEJ7S09MxYMAAXmMns78iKDe5XM5rsMq3nqFt+NQtqE5+5braGfK8ipox+9i+dll8+fY95h+8i+8P3cdn/hJ0LGR8Q/tnzNwzNDcKUyYGpu6fMeIX588OXWVizw2A8oNv3eKSH2LPN3MXFhaGsLAw7kRa27Zt8x1U0omSotERQMaem9hy4Tm2PbXBX10bwclKShPhZjgRbix0ooTyQxfKD/PLj+TkZN51S9xEECl5Pm9REfdepWD3lRdYc1eKHm/SUamMk9DdIoQQQooNY0wyFrYdnSgBZnathctPk3DvdSqm7LyJXz+pC4AmwvnWLS4T4cZG+UH5oQvlh/nkhz6xaKU5YvYkEgl++Lg2ans7Il0pwahNl5GcId77dQkhhBBC8mJjKcPyAR/BWi7FifsJWH0yVuguEUIIKYZoIoiUCNZyGX4eUBdOlgwP49Mw/o/LUKro3npCCCGEFC9VPBwws0sNAMCSfx4gJkXgDhFCCCl2aCKIlBjuDlYYXlUJKwspjt6Nx48H7wjdJUIIIYQQvfWtXw6da3tCqWJYf1+GpPd0pTMhhBD+aCKIlCjl7YEfe9YEAKw6/gjbLz4TuEeEEEIIIfqRSCSY17MWypWywdtMCb7ZfRMlZCNgQgghRkATQaTE6VSrDMaGVAIAfL3zOi4+fitwjwghhBBC9ONgLceyvrUhkzAcuhWHjWefCN0lQgghxQRNBJES6YvWVdCuhgeylCqM2nARz9+9F7pLhBBCCCF6qVXWCV3KqwAAc/bewu2X/LcOJoQQUnLR9vGFFX8PsgNT0CAhEbLtWwG5FSCzAmRyQGb54Z9UCkACSCSQqhiqvXgE6dFLgEz24TgASCQ56qhQ9eV9SI9fB6QyADku9WUMUpUS/i8fQHrsKiD7by5PqlTC/8UDSI9dAaQSjW5KlUpUe/Hww+PmLNO6jJgZWIZ8yhjvMqlSiVrPYiE9dEKr//m206OPUpUSdZ48hXT/YUglEix3YIhyfI136Vm4vmIVPKp7wEIqyfexZCqGgKdPIPv74P+/p/yem0ylwkfPnkH2115AkqtdjjYypsJHz59DtnvPh/h5PDeZSoXAFy8h27Xz/2NpPp5MpUK9ly8h27nj/3NKs//1Xr2EbMd2rddXV5kYmLp/xohvSAx92vCpW1AdQ3JA7LkBUH7wrWvK/EBiNcC9Cq/nRQgxrmBPhndWrjh2LwFjNl/C32ObwtaShviEEELyR98ShfX+LaSPjqIMACRfKbC6DEAVAHitu44/ALzKv7xqHuXc8Txi83lcockAVACAeNPF9wWANx9+lgPoCHz4LcgCcEV3eykAHwDQ804yKYByAJBY+HpSAN4A8C7/8rL5lBtaJgam7p8x4hsSQ582fOoWVMeQHBB7bgCUH3zrmjI/st/z6CQhxCQkkg/rH3ZdcRoP49MwY89NLOhdR+huEUIIETGaCCosl4rI7roC169cRO3qVSGDCsjOBJQKQJkFKDMBlfJDXcagVGUjNiYWvr6+kHFXnzCuHGBQKpV48uQJyvv4QCZVX/Xx3xlYJWN4HBsLH19fyKSy/46rVIh9/Pj/Y0s126hUiI2Nha+fuk2Os70SHWeatcp0tcuvLFe9fMqUKhUePHiASpUqQyaT8m7Htx9KpRL37t9HlSpVPrwG/1/0NPE9tp5/CiUDmld2Q8MKLnk+llKlwt07d1DVv9r/94/fc1OqlLh9+w6qVasGmUym3e7/2yiVSty6fRvVq1f/733N9dyUKhVu3byF6jWqQybL/esrgVKpxM1bN1GjRs0cj/Xf87958yZq1KihV5kYmLp/xohvSAx92vCpW1AdQ3JA7LkBUH7wrWvK/Kjm5M3rORHCSX8LJD6FU3osJM8vfZhVVGX/94+7KpZBkp0N96SrkDyQAzILaI6b/qvjkXQZknsSzTr/X0+iVMLz3QVI7jCNq6mB/y9LvAjJ7ez/v1r7Px/KLuVRpsfCzHot4qzfgs+S7GyUTbyC0rEZ2NjgPcKP3EfGZeC89TnU9y2lVyzNbnzoh0SZjbJvr0ByI/3/X1f9+y1RZsP77VVIbqR9iMHj9eDaXE/Vek+06yr/qyuV5lun3JurkFxLyRGP5VGenGcO5FWmq41YmLqPxohvSAx92vCpW1Adyg/h4pt7fkDVDh8uTyh6NBFUWPZuYLX64MlTe9QM7AiZXPcbqVIocGP/fpRvm39dlUKBa/v3w7t93nVUCgWu79+Pcu00y3XF5sraFNxHoagUCtxJ348Kwabpo0qhwL2U/ajUVDN+OQBlyjzGN7tu4Oe7wG8N6yHE3yPP9vff7Uflxvr1T6VQ4OHb/ajaUHc7lUKBR2/2wz9Id248it8P//r550ZM/H5Uq5d3DsTE6V8mBqbunzHiGxJDnzZ86hZUx5AcEHtuAJQffOuaND/s3Hg9J0I4N3ZAvn8yggHgru6qFgAaAcAj3XUa6qhjASAIAGJ0lMXqVyYGFgDqAUAsUBnAT+pfz4v//89Y8R8XLkagnjH0acOnrgWAjwAgn/W0dZXnV1ZQTDEwdR+NEd+QGPq04VOX8kO88c09PxRsVsGdNBGaCCIEwMAGPrj1Ihmbzj7B+D+uYFdYE1Rytxe6W4QQQoh5srQDs3NDRlY2rG3sIJFZAFI5ILX4sD5ijnXwGICkpGQ4OjlBKpHkuFr2v3UWVYwh6d07ODmXyrOOCkBiYiJKlSoFqTr2/9dRMYa3bxPhUtrlv7L/p2IqvH37Fi4u2mUafeBL11XYBlAxhjdv3qB06dKQSiRgAG68SEHyewXsrGSo7e3MY1my/CuoGMObhASUdnX98LpyTfg/DxVjSEh4A9fcMXS1AZAQHw9XN7cC26gY+/+67vnWVTGG+Ph4uOWMl6OuSpWjPNcLplkmzRUzDm46Hldopu6jMeIbEkOfNnzqFlRHV3l+ZZQflB+6ytTHXfT9DjEimggi5P/N6FID91+n4lzsW4xcfwG7wprAyUacV0AQQgghxVrAAGTX6I3I/fvRsWNHyHVc9ZatUODf/68nzaeeUqHAcR11lAoFTuZTrlQoEG1AmRgoFQqcytE/CQC3pAwMWnYciakKDHbxxcyuNYwW39AYp/WMoU8bPnWVCgXOFJAf+ZXnV1ZQTDEwdR+NEd+QGPq04VOX8oPyQ7D8kAmXG7R9PCH/z9JCihWffAQvJ2s8SkjD+D8vQ6nS7159QgghhBAhlXGyxqI+HxaLXnsqFlG3RLxTCCGEEEHQRBAhObjaW2HVoHqwspDi2N14LIwsYOECQgghhBCRCfH3wLCmfgCAL7dfxYt37wXuESGEEDER5URQjx49UKpUKfTq1Uvj+NOnTxEcHIzq1aujdu3a2LZtm0A9JOasZlknzO9VGwDw87GH2HPlucA9IoQQQgjRz1ft/VHb2wnv0hUY/+dlZCtVQneJEEKISIhyImj8+PFYv3691nELCwssXboUt27dQmRkJCZMmIC0tDQBekjMXbeAshjVogIA4Ksd13DjeZLAPSKEEEII4c/SQorw/nVhb2WB87GJWPbPfaG7RAghRCREOREUHBwMBwcHreOenp4ICAgAAJQpUwaurq54+/ZtEfeOlBRT2vmjRRU3ZChUGLXhIt6kZgrdJUIIIYQQ3nxK2+H7nrUAAMuPPsCpBwkC94gQQogY6D0RdPz4cXTp0gVeXl6QSCTYvXu3Vp2IiAj4+vrC2toaDRo0wLlz54zRVw0XL16EUqlEuXLljB6bEACQSSX4qX9d+Lna4fm79xjz51Vk01XVhBBCCClGutbxQr/65cAYMH7LFSTQiS1CCCnx9J4ISktLQ506dRAREZFn+ZYtWzBx4kTMmDEDly5dQp06ddCuXTvExcVxdQICAlCzZk2tfy9evODVh7dv32LQoEFYtWqVvt0nRC9ONnKsHhQIeysLXHj8DjtjRXkRHSGEEEJrLJJ8zehSA5Xd7RGfkolJW69CRbuiEkJIiWahb4MOHTqgQ4cO+ZYvXrwYI0aMwJAhQwAAK1euxL59+/D7779j6tSpAIArV64Y1lsAmZmZ6N69O6ZOnYrGjRvrrJeZ+d8Zj+TkZACAQqGAQqHIt526TFedwrThU7egOvmV62pnyPMqaqbuo6HxfUpZY2Gvmvh80xVEv5Zi05nHGNjQx+iPa8rcKEyZGIg1NwobQyyfHbrKxJ4bAOUH37rFLT/EnHNiNX78eAwdOhTr1q3TOK5eYzEgIACvXr1CYGAgOnbsCDs7O4F6SoqajaUMywd8hK7LT+Lfe/FYfeIRRrWoKHS3CCGECETviSBdsrKycPHiRUybNo07JpVK0bp1a5w+fbrQ8RljGDx4MEJCQvDpp5/qrDtv3jzMmjVL63hkZCRsbW0LfKyoqCi9+6dPGz51C6qTX7mudoY8r6Jm6j4aGr9jOQn2PZVhzv47eBt7ExUdTfO4psyNwpSJgVhzo7AxxPLZoatM7LkBUH7wrVtc8iM9Pd3oMc1dcHAwjh07pnXc09MTnp6eADTXWKSJoJKlahkHzOhSA1/vuo4Fh+6ivp8LPipfSuhuEUIIEYBRJ4ISEhKgVCrh4eGhcdzDwwN37tzhHad169a4evUq0tLS4O3tjW3btqFRo0aIjo7Gli1bULt2bW5tog3/196dx0dVnf8D/9xZsu+EPQk7KAIJgkFUFBSwYN0olkoX1F9ta4PVUm213xa1m22xFqtpbW0taosi1l3UBARBAZEl7CEsYU9CFpJJZpJZ7++PSUJCMjd37szknpn5vF8vXjFzznnmJDzeuZx773NeeQXjx4/vEuPRRx/FkiVL2r+3WCzIzs7G7NmzkZLi+1/wTqcTxcXFmDVrFsxms6r5+jNGTd+e+vhqVxqn5efqbaGeY6DxZzocOPPXT1BSa8B/jyfgrfuuxMDUuKC9byhzI5A2EYieG1pjiHLsUGoTPTcA5ofavuGWH2138kaKjRs3YtmyZdixYwcqKirw1ltv4bbbbuvUp7CwEMuWLUNlZSVyc3Px7LPPIj8/P6jzYI3F6HZnfjY+P1qDD/ZU4Eev7sIHP5qG1Hgxj+1ERBQ6QV0ICpa1a9d2+/o111wDj0ddtd7Y2FjExsYGc1oU5SRJwsIRHjSbUnCoqgn3rdyF176bjzizUe+pERGR4NpqLN5zzz2YN29el/a2GovPP/88pkyZguXLl+PGG2/EoUOH0K9fPwDeGosul6vL2KKiIgwaNKjHObTVWHzhhRcC/4EoLEmShCfnjcee0/U4VdeMR9/cg8KFl0OSJL2nRkREvSioC0GZmZkwGo2oqqrq9HpVVRUGDBgQzLdSrbCwEIWFhXC73QD4aBgf7wgsfqwRWDCoHn+qNWL/2Ubc9ddifHukB2rOn/hoWOBEzo1AYohy7FBqEz03AOaH2r7hkh+R9mhYJNdY1ForijX0AqdlfvFG4M93TMA3XtiGNXsr8cqWctx5Rfd3iLFGGmvohTo+80M/zI/Iyw9/4kmyLGveNkCSpC63Nk+ZMgX5+fl49tlnAQAejwc5OTlYvHhx+4mMHiwWC1JTU1FTU8NHw/h4h6b4HcfvPN2IRSt2wO2R8bMbR+O71wwN+H35aJhvoueG1hiiHDuU2kTPDYD5obZvuOWHxWJBZmYmGhoaFD+3w9HF508OhwMJCQl44403Op1TLVq0CPX19XjnnXdUx96wYQOee+45vPHGG+2vybKMhQsXYsyYMXj88ccVxz/++OPd1lhcuXKlqgtpFD4+OSvhnRNGmCUZS8a7MYglo4iIwprNZsPChQtVnTv5fUdQU1MTjhw50v59eXk5SkpKkJGRgZycHCxZsgSLFi3C5MmTkZ+fj+XLl8NqtbZf4dKb2WxWdbKqtp/WMWr69tTHV7vSOC0/V28L9RwDjW82m3HN6P5Y+tWxeOzd/VhWVIaxg9Nw3ei+QXnfUOZGIG0iED03tMYQ5dih1CZ6bgDMD7V9wyU/RM+3YAr3GotaFwR5oSRwgczvKx4Z9f/ZhU8P1+CNilS8+YMpSIjp/E8DLoTzQkmo4zM/9MP8iLz88Ke+ot8LQdu3b8eMGTPav287WVi0aBFWrFiBBQsWoLq6GkuXLkVlZSXy8vLw0UcfdTm5IQp335k6BAfOWrBq+yn86NVdeG/xNcjpw6ulRESkj1DWWAzGImOg43ihxDet83t6QR7mPLMJR6ut+O2HZfjj/Nygxg80RrQuhAcbL5QwP5QwPyInP/yJ5fdC0PTp09HT02SLFy/G4sWL/Q3dK5xO38+4t7V3/Ko2ptoxoXwOUcvziSIR/TnV7sb/8qYxOFjZgD2nLfjeK9vx+r35iI8x9jhO6/xC8YyqP3PUi+i5oTWGKMcOpTbRcwNgfqjtG275IXLOBZuINRYvpnT+pDUP+PkYuEDnlxJrwJ/mj8d3VmzH69tPY8rQdNySOzBo8bXGiPbjX7Dw85H5oYT5EXn54U+8gGoEhYOOxaLLysr4jDsFXb0dWLbXiCanhEmZHtXFo4mIyDd/nnMPN+FQY5HnT9FlzSkDPj5tQKxBxsMT3Ogbr/eMiIjIX/6cO0X8QlAbFovmc6qBxlca/0V5XXvx6J/PGYO7rxri9/uGMjcCaROB6LmhNYYoxw6lNtFzA2B+qO0bbvkRacWiO9ZYnDhxIp5++mnMmDGjvcbiqlWrsGjRIvz9739vr7H4+uuvo7S0VNfH69WcP2nNA34+Bi5Y83O5Pfj2v7dj+4l6XDYoGavunYJYk4HHP4U20XMD4Oej2r7MD+ZHpOSHP+dOQd0+PhyofQ4vnJ9D1PJ8okhEf061u/HXjO6P/5t7KX71/gH84eMyjM9Kx9QRfTS9r17PqPozR72InhtaY4hy7FBqEz03AOaH2r7hkh+i55u/wr3GYjByK9Bx/Hz0LfBzG+DZhZdjzjObsP9sI55eexRLbx4btPhaY0Tr8S/Y+PnI/FDC/Iic/PAnVtQtBDmdrBEkKtGfU+1p/LfyB6Pk5Hm8u6cCBSt34O37pmJgapzq99XrGVW1760n0XNDawxRjh1KbaLnBsD8UNs33PJD5JzTIpJrLGrNA34+Bi6Y88tMMOH3t1+GH/y3BC9+Xo78oam4dkR6wPF5/NMPPx+ZH0qYH5GXH/7Ei/hHw/iMO/UmhxtYvs+IMzYJOYkyfjTODbNB71kREYWfSK4RFA54/hS93jxuwKcVBiSYZPxsghtpXTeRIyIiAbFGUDdYI4jPqQYaX+34U+dtmPe3L1Df7MQdkwbj8bmjsHbtWtZACIDouaE1hijHDqU20XMDYH6o7Rtu+RFpNYLCFWsEiX0MDMX87C4PvvHCNuw7a8GknFR8c1AtvjKbxz9+PoYmPvNDP8yPyMsP1ghSoPY5vHB+DlHL84kiEf051Z7GD++Xir/cORF3/XsbVu84g/GDU5Dqx/vq9Yyq2vfWk+i5oTWGKMcOpTbRcwNgfqjtGy75IXq+RZtg5Fag4/j56Fsw52c2A88tvBxfffYz7DjZgEyPATfz+MfPxxDHZ37oh/kROfnhTyw+tEIUAteO7ouHbhwDAPj1B6Uob9R5QkREREQqDc1MxG9vHwcAKDotYeuxOp1nREREwcSFIKIQue+6EZgzbgCcbhn/PmREdaNd7ykRERERqXJr3mDMv3wwZEj4yRt7UdvE8xgiokgRdY+GOZ3cNUxUoleu1zL+d7eNRVmVBUerbVj8agleuecKxJi6X3/Vq2q92vfWk+i5oTWGKMcOpTbRcwNgfqjtG275IXLORSOl8yeteaB2HD8ffQv1/B6ZPQKbDp5GVaMdS1aV4B/fmgiDQfIrBo9/+uHnI/NDCfMj8vLDn3gRXyyau16Q3s41A3/aa0SLW8K0AR7MH+bRe0pERMLjrmH64vkTtTlrBZ7ea4RTlnDrEDeuHxTR/3QgIgpb3DWsG9w1jJXrA42vdbzT6cTTq9bin4eMAIA/zhuH2ycO0hRfa24E0iYC0XNDawxRjh1KbaLnBsD8UNs33PKDu4aJgbuGiX0M7K3jX13GWDzxQRlMBgmv3ZuP3KzUkM4x2o9/wcLPR+aHEuZH5OUHdw1ToLYydzhXJtdSsVwkoleu1zJ+fIaMxdOH47kNx/DLdw9g7OA0jBvc/UmUXlXr1b63nkTPDa0xRDl2KLWJnhsA80Nt33DJD9HzLdoEI7cCHcfPR99CPb9vThmCL09asGZvJX68eg8++NE0pMSF7limZUwkHf+CjZ+PzA8lzI/IyQ9/YrFYNFEvuX/GCMwY0xd2lwc//O9ONDSL+8wwERERURtJkvDkvAnISo/HqbpmPPq/vYiShwqIiCISF4KIeonBIOHPC/KQlR6Pk3U2/OT1Eng8PIkiIiIi8aXGm/HsnRNhMkj4YG8FXt12Su8pERGRRlH3aJjTyV3DRCV65Xqt4zuOSzSb8eyCXCz45zasPXgOf11/GN+/dpjq+KGoWq/2vfUkem5ojSHKsUOpTfTcAJgfavuGW36InHPRSOn8KRifj4H24+dj7xz/xg1MwpJZI/HHjw/jiff2I3dwEkb3Tw76HKP9+Bcs/HxkfihhfkRefvgTL+KLRXPXCxLRlioJrx0zQoKMH471YHRqRP9vSEQh5PIApgi8v5e7humL50/ki0cG/lFqwMF6AwbEy/jJeDdijHrPioiIuGtYN7hrGCvXBxpf6/juxsmyjEff3o//7TyLjEQz3vnhVPSJN3JXFB9Ezw2tMUQ5dii1iZ4bQHTnx9FqK2772xbcOXkw8lAeUfnBXcPEwF3DxD4G6nX8q22y45a/bsW5Rju+PmkwfnvbZUGdIz8fgyOaPx/96cv8YH5ESn5w1zAFaitzh3Nlci0Vy0UieuV6reMvHvfb2yfgQEUTDlZY8ODre/HK3ZNUxw9F1Xq1760n0XNDawxRjh1KbaLnBhCd+fHHosNocXrw7y2n8MzUyMoP0fMt2gQjtwIdx89H33r7+Dcg3YzlC/LwzX99gdd3nME1o/vhltxBQZ8jPx+DIxo/H7X0ZX6IG5/5oY4/sSLwZnKi8BBnNuJv37wcyXEm7DhxHn/8uEzvKRFRmLFw90Ei0slVIzOxeMZIAMDP39yLE7VWnWdERERqcSGISEdDMxPxpztyAQArtpzErhpJ5xkRUTixtHAhiIj088ANo3DF0HQ02V24/9VdcLg8ek+JiIhU4EIQkc5mXzYA900fAQB49agBR8416TwjIgoXDbwjiIh0ZDIa8Mw3JiItwYw9pxvwx49K9Z4SERGpEHU1gohE9JNZo7HrRB22lp/H4td2493F1yAxlv97EpEyS7Or/b+jY+sH0ovTye3jRSTC9s99E034/W2X4QcrS/DPz8qRPzQNM8b0DWiO0bz9czCJkB+hiMH8CA7mR+Tlhz/xou5fmkonMm3tHb+qjal2TCiTLZxPZADxD0ahPtH94+1jcfOzn+FotRU/fWM3/nzHeEhS50fFeKIrZm5ojSHKsUOpTfTcAKI3P2RZRrPTfaG/J7LyQ+SciwYdt48HgKKioh63jy8uLtb0XmrHqenXUx+ldq1tIgj1/NTEv3aAARsrDfjxazvx0wlupMX6H0PL+/rTNxT5IXpuAGLkRyhiMD+Cg/kROflhs9lU94347eM7nsiUlZVh5cqVPZ7IEOnlmAV49oARHlnC14a6ce3AiP7fk4gC0OgEfrH9wvWc30x2IVnsjUn8YrPZsHDhQm4frzNuHy/2FtChnp8/8e0uDxa88AX2n23EFUPT8crdk2E0SJrm6M8YvfJD9NwAxMqPYMZgfgQH8yPy8oPbx3dQUFCAgoKC9hOZ2bNnK/5SwjnZwvlEBhD/YNRbJ7o/nTUKvy86gndPmXDnjfnIzUpVHYsnuvrFD+djh1Kb6LkBRG9+7DtjAbZvbf/e7gbmzY2c/LBYLEGNR4EJxta6gY7Ta3tff+aoFxG2fzabgecWTsJX/7IJXx4/j79tPI4fzxod0ByjcfvnUBAhP0IRg/kRHMyPyMkPf2JF/ELQxYJ5shHImFAmWzifyADiH4xCfaJ7zzXDsKeiCWv2VuKBVXuw5kfTkJrQeRxPdMWNH87HDqU20XMDiL78aHR03p2nxR1Z+SF6vhFRV8MyE/Hb28fjwVUlePaTw7hyeB9MzuEdfUREouGuYUSCkSQJv//aBORkJOBMfTMeemM3IvwJTiLS4OKt4+1uHx2JiHrRbRMH445JWfDIwIOrdqHW6tB7SkREdBEuBBEJKCXOjL9+83LEGA0oPlCFFz8/rveUiEgwHXcMA4AWt+SjJxFR73ri1sswom8iqix2/OzNfdzVkIhIMFwIIhLUuMGp+OVXLwUA/P7Dgyg5Va/vhIhIKI28I4iIBJUQY8JzCy9HjMmAT8tqsKGCC9VERCKJuhpBROHkW1cOwdZjdfhgbwUK/rsTb993pd5TIiJB8NEw6k1OpxNOp9NnW8ev/sRUM05Nv576KLVrbRNBqOcXSPyRmfH4+ZwxePy9g3jvpAF3Hq/F5UP7BP199coP0XMDEDs/AonB/AgO5kfk5Yc/8bgQRCQwSZLw5NfGY9/ZBpyoteGRt/bh5jS9Z0VEIuj6aJhOE6GIVFhYiMLCQrjd3sQqKipCQkKC4pji4mJN76V2nJp+PfVRatfaJoJQz09r/DQZyM0wYHedAT/8z3Y8PMGNeD/+9eHP++qVH6LnBiBufgQag/kRHMyPyMkPm82mui8XgogElxJnRuHCyzHvr5uxrrQayUMk3KT3pIhId7wjiEKpoKAABQUFsFgsSE1NxezZs5GS0v3uT06nE8XFxZg1a5Zfu72pHaemX099lNq1tokg1PMLRvwrr7Vh7jObUGuXsKk5C3/++nhIkvKjYv68r175IXpuAOGRH1piMD+Cg/kReflhsVhU9426hSClW5vb2jt+VRtT7ZhQ3n4Wzrc2A+Lfnqjnre9j+iXg53O9t1e/e9KABeU1mDws068Y4ZwfoueG1hiiHDuU2kTPDSB686Pe5t2JJzXehIZmF+weKaLyQ+Sci0Zms7nHk1U1fQIZF4w5KLVrbRNBqOcXSPw+yQlYNMqNvxww44N9lZg2ui++kZ8T9PfVKz9Ezw1A7PwIJAbzIziYH5GTH/7EiviFIC23NgPhfftZON/aDIh/e6Jet76nycDEPgbsqjXgh//ZgYcnuJHo4/913vquX/xwPnYotYmeG0D05cfJCiMACYmSEw2QYHdHVn74c3szEYltaDLw4xtG4qniw3j8vf24fEg6RvdP1ntaRERRK+IXgvy5tRkI79vPwvnWZkD82xNFuPX9qqZmzH1mI2paJKxtHIjnv5nX6fZq3vquX/xwPnYotYmeG0D05sdzRz8HGq0YndUXZ8tq0OJGROWHP7c3E5H47r1mKLadqMfGsmosXrkT7xRcg/gYo97TIiKKShG/EHSxYN5+HMiYUN5+Fs63NgPi356o563v6UnA3aPdeOZADD45VI2Xtp7GvdcO9ytGOOeH6LmhNYYoxw6lNtFzA4i+/GhsrQ49ON17l6vdHVn5IXq+EZF/DAYJT389F3Oe2YSyqib86v39eHLeBL2nRUQUlQx6T4CI/JOVCPzfnDEAgD98VIrdp+r1nRAR6aKtWPTA1DgALBZNROLLTIrF8gV5kCTg1W2n8N7us3pPiYgoKnEhiCgM3XlFFm6aMBAuj4z7X92Fxot2DyKiyOZ0e2BzeFd+BqbGAwBa3Mq78BARieDqkZkomD4SAPDzN/fiZC3rgRER9TYuBBGFIUmS8Lvbx2NwWjxO1tnwi7f3QZZlvadFRL2kscXV/t8DeEcQEYWZB2eOwuQh6Wi0u3D/qzvhcHn0nhIRUVThQhBRmEqNN+Mvd06E0SDhnZKz+N/OM3pPiYh6SUOz9y7AxBgjUuO9tXS4EERE4cJkNOCZOyciNd6M3acbsOzjUr2nREQUVbgQRBTGJg1Jx5JZowEAS9/Zh/Iaq84zIqLeUNtkBwBkJsciMda770MLL6gTURgZnBaPP873Fot+YVM51pee03lGRETRI+p2DSOKND+4bgQ+O1yDLcdq8eDre/D/cvSeERGFWk3rQlCfxBgkxnq3X3a4wUdEKWScTieczu7r0bW97qtdKaaacWr69dRHqV1rmwhCPb9gxFeKcf3oPvj2lTl4ZetJLHm9BO8WTMWAlDi/3lev/BA9N4Dwz49gjGF++Mb8iLz88CceF4KIwpzRIOHPC/Iw55mNOFDRiPdgwC16T4qIQqqmyQEA6JMUi6TWO4JkSLA53IiJ0XNmFCkKCwtRWFgIt9v7zGFRURESEhIUxxQXF2t6L7Xj1PTrqY9Su9Y2EYR6fsGI7ytGrgx8kmDEGZsTd/99AwrGemCQ/H9fvfJD9NwAwjs/gjWG+eEb8yNy8sNmU198nwtBRBFgQGocls3PxXdf3o4NFQZsKKvGrMsG6T0tIgqR2taFoMykWMSbjTBIgEcGbA430vSdGkWIgoICFBQUwGKxIDU1FbNnz0ZKSkq3fZ1OJ4qLizFr1iyYzWbV76F2nJp+PfVRatfaJoJQzy8Y8dXEmHClFbf9bSuOWIDyhFH4wTU5qt9Xr/wQPTeAyMmPQMYwP3xjfkReflgsFtV9uRBEFCFmju2P71yZg5e3nsRP/7cPH2dnoF9KnN7TIqIQaHs0LDMpBpIkISHGhCa7C1aHq4eRRNqYzeYeT1bV9AlkXDDmoNSutU0EoZ5fMOIrxRg9MA2/vX0cfrxqN55bfxT5Q9P9fl+98kP03ADCPz+CMYb54RvzI3Lyw59YLBZNFEF+OnsUBifIOG9z4sevl8DjYb0QokhUa71QIwhAe50gK7cOI6IwdfvELHzt8ix4ZOAnb+xFk7ilVYiIwl7U3RGkVOywrb3jV7Ux1Y4JZUGqcC52CIhfsCwcimEa4MGi0W78eX8MPj9Si7+uP4zvXzusx7Gi54fouaE1hijHDqU20XMDiM78qG70LgSlx5vgdDqRGONdCGqwtmj6+++pXY/8EDnniCg0fnXrZdh16jyOVVux8qgBd7AAPhFRSET8QpCWYodAeBekCudih4D4BctEL4bZPx64LceJV48a8XRxGdwVBzE0Wd1Y0fND9NzQGkOUY4dSm+i5AURXfpyoNAKQcHjfLqw5JcPV7P3+s207UH9Y+R9O4ZIf/hQ8JKLIkBhrwnN3Xo7b/vo59p8HVmw5ie9dN1LvaRERRZyIXwjyp9ghEN4FqcK52CEgfsGycCqG+YuFN8DyVik+2FeJ1WeS8e4PpyLOKIdtfoieG1pjiHLsUGoTPTeA6MyPpSWfAHDhphumYWS/JKys2IaT1nqMHjsecydmaZqDaPnhT8FDIoocYwel4OdfGY3H3y/FsqIyXDkiExOy0vSeFhFRRIn4haCLBbMgYSBjQlmQKpyLHQLiFywLh2KYMTExeHL+BOw+04DT55vxmw8P4Q+3X9bjWNHzQ/Tc0BpDlGOHUpvouQFET344XB40NHuLQg9IS4TZbEZSnLe9xdVzocBwyQ/R842IQmdhfjbe3HwAe+oMuP/VXXj//muQHMdjAhFRsLBYNFGESokz488L8mCQgDd3nsGavZV6T4mIgqCioRkAEGc2IC3B+w+jxBjvdR3uGkZEkUCSJNw5woNBqXE4UWvDY+/s13tKREQRhQtBRBHsiqEZ+OF077P1v3z3AOrtOk+IiAJ2+rx3IWhwWjwkSQLQcdcwLgQRUWRIMAF//voE7wWtXWfwTskZvadERBQxuBBEFOEemDkKuVmpsLS48J8jBm4pTxTmzrQuBGWlX9j4IDG29Y4gbh9PRBHk8pw03H/9KADAL97ah1N1LCJPRBQMXAgiinBmowF/XpCHeLMBhy0GvLj5hN5TIqIAnD7v/YfQ4PT49tfato+3OrgQRESR5f7rR2JiThoa7S4seb0Ebl7QIiIKGBeCiKLA8L5J+PmcSwAAT689jP1nG3SeERFpdbq+7Y6gDgtB7XcE8dEwIoosJqMBzyyYiKRYE748fh5/23BE7ykREYU9LgQRRYkFkwdjfLoHTreMB14rQYuTdw4QhaOONYLaJLXVCGKxaCKKQDl9EvCrW727n/557WGUnKrXd0JERGEu6raPJ4pWkiThGyM8qCyNw5FzTXhyzUE8ces4vadFRH66UCOo46Nhoa0RVGlpQQvXjqOa0+mE0+n02dbxqz8x1YxT06+nPkrtWttEEOr5BSO+lhjdjfnquH5Yd3AAPthbiR+9uhPv/HAqkmJNuuWH6LkBRFd+BNKX+cH8iJT88CceF4KIokiSGfj9vHH4fy/vxEtbTmD6Jf0wY0w/vadFRCo1O9w427p9/JA+ie2vJ4bwjqAqSwumLduIGIMR824OengSVGFhIQoLC+F2e1cAi4qKkJCQoDimuLhY03upHaemX099lNq1tokg1PMLRnwtMS4ec00csDnGiJN1zfjB39di4UiPX/FDkR+i5wYQPfkRaF/mh7jxmR/q2GzqC+pzIYgoylw7KhN3XTUUKzYfx8Or9+DjB6chJZZPiRKFg6PVTZBlICMxBplJse2vh3LXsO3HzwMAHB4p6LFJXAUFBSgoKIDFYkFqaipmz56NlJSUbvs6nU4UFxdj1qxZMJvNqt9D7Tg1/Xrqo9SutU0EoZ5fMOJriaE0JmdCHb714nZ8UW3AN6/Pw8wxfXTJD9FzA4jO/NDSl/nB/IiU/LBYLKr7ciGIKAo9MucSbD5ag7KqJvzsf3vx1zsn6D0lIlLhyLkmAMDIfkmdXk9o2zUsBMWijQYuABFgNpt7PFlV0yeQccGYg1K71jYRhHp+wYivJUZ3Y64e1R8/nD4CheuP4hfvHEDe4qtUxw9FfoieG0B05UcgfZkf4sZnfqjjTyzeBkAUheLMRixfMBExRgPWHqzCqu1n9J4SEalw+FwjAGDURQtB7XcEhWD7eFOHhSBZ5rbNRKS/B2eORm5WKiwtLjz8v73gjvJERP7hQhBRlBo7KAUP3TgaAPC7D0txrlnnCRFRjw5Xee8IunghKKn1jiCbww1PkP9F1PGOIKeb/9oiIv2ZjQYs/8ZEJMQY8UX5eXxylncuEhH5gwtBRFHsu9cMx1Uj+qDZ6cHLh41wuj09DyIi3ZRWtt4R1D+50+ttdwQBwS8Y3XEhyO7iMYKIxDAsMxGP3+zdUv6DUwbsO6O+NgYRUbTjQhBRFDMYJPzp67lIjTfhlFXCs+uP6j0lIvKhzurAyTrvbhDjBqd2aos1GWCA926dYBeMNkgXFoIcXCwmIoHcMTkLN47tB48sYcnqPbCFYOdEIqJIxIUgoig3MDUev75lLADg7xvL8eXxOp1nRETd2X26HgAwvG8iUuM7FwOUJAmtO8gH/Y4gT4e6QA7eEUREApEkCb+59TKkxsgor7Xh1+8f1HtKRERhQciFoNtvvx3p6emYP39+p9fr6+sxefJk5OXlYdy4cXjhhRd0miFRZJkzbgDy+3rgkYEHXyuBpcWp95SIel1PtXVe3noSK7842Uuz6Wr3qXoAQF5WWrft7QtBQd45zO3hQhARiSstwYxvj/RAkoBXt53ER/sq9Z4SEZHwhFwIeuCBB/Dyyy93eT05ORkbN25ESUkJvvjiC/zud79DbW2tDjMkijxfG+pBVno8ztQ34/F39us9HaJeZXO4cP2fNuD7r2zvtt3iAH79QSl+/tZetDiDvzOXGjtP1gMAcrPTum2Pa10IagrhQpDdpc/PTkSkZFSqjO9ePRQA8Mibe1BladF3QkREghNyIWj69OlITk7u8rrRaERCQgIAwG63Q5ZlbmVLFCRxJuCpr42DQQLe3HUG7+0+q/eUiHrN1mO1OF5rw8f7q7qtMdHU4SU97phzuDz4stz72Gb+sIxu+1y4Iyi4izWuTncE8TOXiMT04A0jMW5wCuptTjy0ejf/jUBEpMDvhaCNGzfi5ptvxqBBgyBJEt5+++0ufQoLCzF06FDExcVhypQp2LZtWzDmCsD7eFhubi6ysrLw8MMPIzMzM2ixiaLdpCHpWDxjJADg/97ai7P13FOeokNNk6P9v4+ca+rSbnVeKJhsae79haCSU/VodrrRJzEGY/p3vVACALHGtmLRvCOIiKJPjMmA5QsmItZkwKbDNXhl6wm9p0REJCy/F4KsVityc3NRWFjYbfuqVauwZMkSPPbYY9i5cydyc3Nx44034ty5c+192mr8XPzn7Nme70BIS0vD7t27UV5ejpUrV6KqqsrfH4GIFNx/wyjkZqfB0uLCktdLeqybQhQJjtdY2/+7rKrrQlBTh7Wfhube35Xm8yM1AICpI/rA0GE7945iWz/Rg/1omMtzoS4Qt48nIpGN7JeER+dcAgD43ZqDOFrd9XhORESAyd8Bc+bMwZw5c3y2P/3007j33ntx9913AwCef/55fPDBB3jxxRfxyCOPAABKSkq0zbaD/v37Izc3F5s2bepSVBrwPjpmt9vbv7dYLAAAp9MJp9P31dy2NqU+gYxR07enPr7alcZp+bl6W6jnGGh8rePVjgtlbvjTZjYDT33tMtz6163YeqwOz396GPdeM0xx7qEmem5ojSHKsUOpLVqOHcc6/GPh4Nl6OCf07xS/sUPo803NcDqTQj7HjmPWHfRe9LhqeLrPv7+41k/0Bptd0+eAr3aH88LCks3e+TM0lPkhcs4Rkbi+M3Uo1pWew6bDNViyqgRv3HeV3lMiIhKO3wtBShwOB3bs2IFHH320/TWDwYCZM2diy5YtAcevqqpCQkICkpOT0dDQgI0bN+K+++7rtu+TTz6JJ554osvrRUVF7XWGlBQXF/s9P3/GqOnbUx9f7UrjtPxcvS3Ucww0vtbxaseFMjf8abslS8Jrx4z4U1EZ5IqDyErscVohJ3puaI0hyrFDqS3Sjx17y40AvHfabN5fjjWeo53am5wXbqD9dMt2WI9ou1NOyxxXvV+MfWdNkCDDc3oP1lTt6bZfgsk7x537DmFNo+8tlP3Nj53nJADeAkRf7tgFx/GuP3so8sNmswU9JhFFPoNBwrL5uZj950+x+3QDnvvkCBZP1/eCFhGRaIK6EFRTUwO3243+/ft3er1///4oLS1VHWfmzJnYvXs3rFYrsrKysHr1akydOhUnTpzA9773vfYi0ffffz/Gjx/fbYxHH30US5Ysaf/eYrEgOzsbs2fPRkpKis/3djqdKC4uxqxZs2A2m1XN158xavr21MdXu9I4LT9Xbwv1HAONr3W82nGhzA0tbXNkGbWv7kbxwXN4syIVb993JeLMRtU/dzCJnhtaY4hy7FBqi4ZjhyzLeHTHJwC89W8c5mTMnXt1p/ir/r6u/fsRl1yGuVNyQj7HtjEtmZcAOILJQzOw4NYrfPb9+N9rAQCZg7Ixd+5lfs/BV3vj9tPA0QMAgEvHjcfciVkB/Vxqtd3JS0TkrwGpcfjN7ePxo1d34bn1RzBtZPdF9omIolVQF4KCZe3atd2+np+fr/qxstjYWMTGxnZ53Ww2qzpZVdtP6xg1fXvq46tdaZyWn6u3hXqOgcbXOj6Yuac1N/xt+8P8XJQs34ij1VY8VXwET9w6rsf5h5LouaE1hijHDqW2SD52nKy1wea4UATZ5ZG7xOlYI6jJ4dH8u9Ayx3f3eB8L++qEQYpjE9oeDWt2a/77765dli7cDeWSpV7LD9HzjYjEdkvuIBQfqMJ7u8/i4Tf24ocj9J4REZE4groQlJmZCaPR2KWAc1VVFQYMGBDMt9KMNYLErbkgeh2YaKkR1FFyjIQ/3H4Z7nl5J17acgLTRmbgutF9FX+OUBA9N7TGEOXYodQWDceOL8u9hZiNBglujwyHy9OlDk5Th13Dzlu7r8ET7Dk6nU6ctgIHKxthNkqYe1k/xb/bxNZP9PNBrhHk7FAjqJk1gogojPz61svwZXkdymtteNdkwG16T4iISBBBXQiKiYnBpEmTsG7dOtx2220AAI/Hg3Xr1mHx4sXBfCvVCgsLUVhYCLfbe7WXNYIiu85Hb8SPlhpBHV07wICNlQb8+LWdeCTXjSSdLtSLnhtaY4hy7FBqi+Rjx9vlBgAGDE9y47DFAKutGWvWrOnUp8l54bHIA4e71hAK1Rw/q/TejXNZmhubNyiPTTB5F6tOVdV1mb8/c7i4fW/FhRpBew8cxJrzB/yOqQVrBBFRoNISYrDsjgn49r+2YVOVd1v568cO1HtaRES683shqKmpCUeOHGn/vry8HCUlJcjIyEBOTg6WLFmCRYsWYfLkycjPz8fy5cthtVrbdxHrbQUFBSgoKIDFYkFqaiprBEVwnY9Qx4+2GkEdXe90Y97zW3H4nBWfNA3E3xbmQZK638I6FETPDa0xRDl2KLVFw7Hjn89vBWDBVyaNxOH1x2AwxWDu3Bmd4j+y7ZP271MyB2Du3LyQz7Gq3oqfbP0MAPCz26dg8pB0xfin3vIuxrhNcZg79zq/5+Cr/exnx4HjZQCAocNHYe6MkQH9XGqxRhARBcO0UX3x7Stz8MrWk3jkrf34eEgfpCfG6D0tIiJd+b0QtH37dsyYceEEua0g86JFi7BixQosWLAA1dXVWLp0KSorK5GXl4ePPvqoSwFpvbBGUOTW+eit+NFUI6jj689843LcVvg51pVWY/WuCnxzyhDFOYaC6LmhNYYoxw6ltkg9dtQ02bH/rHfBYerIvnh2/TE43Z1rADXZXWh2X1j4bHIo1+AJ1hz/teU0XLKECYNTcOWIvj0uvl6oEeQMco2gC+/rZo0gIgpDD88ahY9LTuBcox2/eGcfnrtzYq9e0CIiEo3fC0HTp0+HLCtvm7t48WLdHgXrCWsEiVtzQfQ6MNFYI6ijUX3jsWTWSPz+ozI88d4BjB+YjEsHJvvsH0yi54bWGKIcO5TaIv3Y8f7uM/DIwPjBKchK9W4w4HB3rhF0vLqx05h6myPkNYJOn2/Gf744CQBYfN1QuFwuxf4dawS1OD1otLV02eVPa344nBcKadscrBEksttvvx0bNmzADTfcgDfeeKP99fr6esycORMulwsulwsPPPAA7r33Xh1nStS74mOM+PYoN57Zb8YHeyowe2x/3Jo3WO9pERHpRshdw4KJNYL8f1+9iV4HJhprBLXpLwNj0ww4UA9898XN+MkEN+J6cUd50XNDawxRjh1KbZF67HhpnxGAhOGm8/h0/ScATHC6ZXzwwRq0XSzeW3ehRg4AVNZaFGvwBGOOrxw2wOk2YHSqB7ZjO7GmvOcxsUbAABkeSHjz/Y+R1nXjTFVzuLi99JS3hhIAHDl2HGvWHPM7phasEeS/Bx54APfccw9eeumlTq8nJydj48aNSEhIgNVqxbhx4zBv3jz06dNHp5kS9b6cJOCH04fjL58cxS/e3ocrhmZgUFq83tMiItJFxC8EsUaQ9p+rt4leByaaawR1dNV0B2796xZUWuzY1JyFp+8YH/Lbq0XPDa0xRDl2KLVF8rFj+4nzKN/yJcxGCQ99fQbizUb8csd6AMDsr3wFZqN38aPys2PAoSMYnpmAYzU2eIydawgFe45flNdh+5btAIBbcjyYPVt9fqQlxKDO5sSkqdMwZkByt338zY/StYeB096VqAGDszB37jhNP5e/WCPIf9OnT8eGDRu6vG40Gtsvgtntdsiy3OPd3USR6L5rh+HTw7XYfaoeD7+xG6/cMwUGAx8RI6LoE/ELQRdjjaDIrPPRm/GjsUZQR/3TzHhu4eVY8I+teH9vJa4e1Rd35ucojgkW0XNDawxRjh1KbZF27PB4ZDy91rvxwfxJWcjukwyb48LjV5LBBHPro1VnLQ4AwIi+SThWY4PTLYesRlBjixM/e3M/AGDB5MHINp/w6+dqWwhqdPieo981glrvBgIAl4c1grTauHEjli1bhh07dqCiogJvvfVW+w6rbQoLC7Fs2TJUVlYiNzcXzz77LPLz84Py/vX19bjuuutw+PBhLFu2DJmZmUGJSxROTEYD/vz1XMz9yyZ8fqQWL205jruvHqb3tIiIel3ULQSxRpC4NRdErwMT7TWCOsodnIwlM0diWdFhPPbuflw2ICmk9YJEzw2tMUQ5dii1Reqx49+bT+DL4+eREGPE96cNhdPphOz2tLfbWuwwSd6FiJO13keUhqTHAehaQyhYc5RlGb98ax/O1DcjOz0eD80cjs2fnvArP1Jbn9WsbWz2++/SZw50qE/U7HCxRpBGVqsVubm5uOeeezBv3rwu7atWrcKSJUvw/PPPY8qUKVi+fDluvPFGHDp0CP369QMA5OXldVsvqqioCIMGDVJ8/7S0NOzevRtVVVWYN28e5s+fL8xGHkS9aXjfJPzf3Evxy3f24w8flWLGmH4YnMpdxIgoukT8QhBrBPn/vnoTvQ5MNNcI6mjQRfWClox3Iz7ERxTRc0NrDFGOHUptkXTs2Hdewr9KDQAkzBnkwO7N67EbgPdJGW8Sf1hUjOTWG1JKT3vrCFmrygEY4XS5O9UQCtYcPzkr4Z0TRkiQcfugRmz+dL1fPxcAOKz1AAz4bNtOuE90/+iPv/lx5PiFGkGnzlZgzZozfsfUItJqBM2ZMwdz5szx2f7000/j3nvvxd133w0AeP755/HBBx/gxRdfxCOPPAIAKCkpCXge/fv3R25uLjZt2oT58+d3abfb7bDb7e3ftz2ip3QhjRdK9MMLJdry4+uXD8KHeyuw+VgdfvJ6CVZ8J89njGi7UNLb8UXMD3/amR+hjc/88I8/8SQ5Sh4Sb6sRVFNTwxpBgt5uH+o5Bhpf63i140KZG4G0KamzXqgXNH10Jp7/5kQYQ/Csvei5oTWGKMcOpbZIOnbIsow3dp7BY+8dhNMt4/a8gfjDvHGdalyNfbwYTreMjQ9di4GpcXC6Pcj99To43TJe/+4kfP2fOwAABx+fCZPR4Out/J5j8YFzKHitBLIM/HzOGNx91RBN+bHeloW3d1fioVmj8P1rh3Xbx9/8+NX7B/HKF6cAANeN6oN/fmeS6piBsFgsyMzMRENDg+LndjiSJKnTo2EOhwMJCQl44403Oj0utmjRItTX1+Odd95RHXvDhg147rnnOu0aVlVVhYSEBCQnJ6OhoQFXX301Xn31VYwfP77L+McffxxPPPFEl9dXrlyp6kIaUbioswO/LzHC7pFw2xA3ZgyKin8SEVEEs9lsWLhwoapzp4i/I+hirBEUWXU+9Igf7TWCOuqfZsYL37kC85/fjA1lNXhm/TH87CuXqB7vL9FzQ2sMUY4dSm3hfuw4VWfDY+/uxyel5wAAt+QOwh/vyG0vCN0ew2iA0+0GJCPMZjOO1TbC6ZYRa5Qxsn/qhY4daggFOsd1B6vw4Ot7IMvAN6fk4N5rR3RanPLnd5+e6N0qrNHhDlqNIA8uzMVXfSTWCApMTU0N3G53l0e1+vfvj9LSUtVxZs6cid27d8NqtSIrKwurV6/G1KlTceLECXzve99rLxJ9//33d7sIBACPPvoolixZ0v69xWJBdna24mYbvFCiH14oCSw/zNmn8Yt3DuDDM2aMTXfgW7dE54USPeOLnB9q2pkfoY3P/PCPPxttRN1CEBEF1/isVPxx/gQ88FoJ/rbhKC4ZkIxb8wbrPS0iAEBZVSNe/Kwcb+48A4fbA7NRwoMzR+O+60Z0u1OMd2HIDafHWy/oYIX3A3VQAhBrurBo5HB7EA//F4Iu9tG+Cvzo1RI43B7cNH4gHr/lsoB24UuN955MNNiCd6ux23PhKrmjQx0lEs/atWu7fT0/P1/1Y2WxsbGIjY3t8nowFqEDHRdOF0p6Gy+UaMuPb145FB8fOIdNh2uw8ogR3zGaou5CiSjxRcwPf9qZH6GNz/xQx59YXAgiooDdmjcYBysa8fynR/HTN/ZgWGYiJmSl6T0tikKyLOPwuSZ8UnoO75acxYGKC1dGrhrRB7+6dRxG9kvyOb7tDiGnu/NC0OAEGWZjxztjAlsQkWUZL35+HL/54ABkGZg7fgCWfyOvyx1K/kpL8J4AnLc5AorTkavDQpDdxYWgUMjMzITRaERVVVWn16uqqjBgwACdZtWZ08kaQSJijY/A8+O3t47F3Gc/x/EmN17YdAw/uG6EqrGi5wbA/FDbN5xqwAQT8yPy8sOfeFG3EKR0ItPW3vGr2phqx4Qy2cL5RAYQ/2DEE11lD14/HKUVDdhQVoN7VnyJVffmIycjOPUkRM8NrTFEOXYotYl+7LA0O7H/TD02VkhY8+oufHmiHnXWC3M1GSTMGNMX91w9BJOHpANQ/lnabvppbvF+Vuw/2wAAGJwow+VywWyU4HTLsLU44Iz1r0ZQ21ebw4XH3j2It3dXAAAW5mfhl3MvATxuOD3ubseojZ8c412sOm91+P136TMHXBfmZLVz17BQiImJwaRJk7Bu3br2GkEejwfr1q3D4sWLdZmTls02uJmCfriZQmD5cXOWhFePGvHMuiOIqT6EAd2kejRspqBnfJHzQ0078yO08Zkf6viz0UbEF4vueCJTVlbGYodEIdTsAp7db8QZm4TMWBkPjHMjhTuyUoDsbqDWDtS1SKizA7V2CdUtwFmrhPOObh7vMsgYniwjr4+M3AwZiX7ccfurnUbU2iU8OM6FYcnAL7Yb0eiU8ONxLgxNBn76hbew6C8nupAZ5//PUmED/l1mRFWzBAkybhniwYyBsqYdyLpTWi/hbweNGJgg45Fcd88DVHipzICdtd5Fr2SzjN9MDk7cnvhT8DAcNDU14ciRIwCAiRMn4umnn8aMGTOQkZGBnJwcrFq1CosWLcLf//535OfnY/ny5Xj99ddRWlqq6zbvajbbcDpZI0gvoZ5fMOJrieHPmGDkh8PhwB3PfoID9QZMGJyCVffmt28I4Gus6LkBMD/U9g3F8YP5wfxQagvV796fjTYi/o6ggoICFBQUtJ/IKBU7BMI72cL5RAYQ/2DEE111ps2wY8EL23D6fDNePZuO/9xzBZLjAjvUiJ4bWmOIcuxQagv2797jkWF1uGBpccHS7EKj3YnGZhdqrQ7UNDlQY3Wgtsnu/e8mB2qtdjQ0uxRjDkyNRYahGdfnjsBVIzMxYXAqYkzaHrF65vDnqLVbMTn/SgzPTETjlk8hARiYAMyaNQvxJZ/B3uzE1dOuw4i+iarjOp1O/Pa/a/G/E2a0uDzolxyLP399PPKHZiiO8Tc/brhmCv52cDs8xjjMnXudX/F8tX9o2Q3Ueh9ZanYbMGfO7PY6RqH8f9OfgofhYPv27ZgxY0b7920FmRctWoQVK1ZgwYIFqK6uxtKlS1FZWYm8vDx89NFHui4CdRSM+gmBjtOrhoM/c9QLa3wEnh8LhnvwpwMx2HPGghe3nELBjJGqxoqeGwDzQ23fcKgBEwrMj8jJD39iRfxC0MWCebIRyJhQJls4n8gA4h+MeKKrbHCGGa/8vymY/7fNOFDRiLtf3omX785HakLgf6ei54bWGKIcOzq2eTwyWlxuWBwyaluA4+ftcHocaHa60exwo9nphq31a7PDhWaHBzanCy2Ojq+70WRvW/RxwtLiRJPdBS33oabGm5GVHo/s9ARkZ8QjJyMBYwakYMyAZCSYgDVr1mDuDaMC/vtrW0CSJQMO1zQDAIb2SUCs0eL93bS2e2BQ/V7NDjd++f4h/O+oEYAH00Zl4s8L8pCZ1LUgb3f8yY8+yfEAgPpmp+b/zy9u7/jX5fLIcMgGJMWYFMcEg+ifVf6aPn06eroJe/Hixbo9CkYU7dJigV/edAke/t8+LF9bhhsu7YdLBoT/3YhERN2JuoUgIgq9YZmJeOmefHz7X19g96l63PnCVvznu1OQkcjnxILB7nLDanfDanehxXlh0cXa4sDuWgnO3RVweYBmpxstTk/rVzdsdicOHzOgaNUe2N0yWlpfb1vMOW8x4vHd69vHXWACdm0O6s8QazIgJd6M5DgTkuPM6JMYg8ykGGQmxXr/JMe2f98/Ja59N6zuBLOWTNtCkMst41BVIwDgkgHJALx3p8RcVEy6J8eqm3Dff3biUFUjJMh44IZR+NENo7vdsSwY2n5PdpcHzQ434mMC39ms465hAFBvcyAplqcP0cbpZLFoEbGGXnDzY+7YTHy0vy/WlVbjJ6+XYPX3pgCttdvCrYYewPxQ2zcUxw/mB/NDqS1Uv3t/4vFMjohCYtzgVLz2van45j+34kCFBQv+vgX/WnQFcvpEb40uWZbR7HSj3uZEvc2J2sZmlNRKaNp+Go0ODxpbnLDavXfRWO2u9q/e15w432TEQ9uK4XQr3VVgBMr2KrQbgOpKH20S4Oj6AWKWZCTFxyDebER8jPdPgtmEuBgjEjq8Fm82XujT+rVtoSclzoSUeDNS4ryLP3HmwBcoQqFt1y6H24PS1h3DLhmQDNja2lsfiVKxEPTh3go8/MYeNNldyEyKwTdymlEwfXjIFoEAICnWCJNBgssjo77ZgfiY+IBjurosBDmRlR5wWBIci0X7/956YrHX4OTH2rVrMT0R2GIyYv/ZRvzknx/jK9my4ljRcwNgfqjtGw7FgEOB+RE5+eFPseioWwhSuqLV1t7xq9qYaseEctUxnK9oAeKvSvOKp/+G94nDf++5At9ZsR2HzzXhluc+w1++MQFTh/fxK47IueF0e1BndaCy3ob95yVYtp3E+WYXqpu8tW6qmxyoszpgaXaivtnZzSKOESg7oPLdJHR8UCfObEC82Yg4sxFxJgNizQbYrY3on5mBhBgT4s1GxLb3MSDGAJw6cQzjLx2DxLiY9nHxMUaYJRklO7/EdVdPRXJCLBJa45okD9atXYtZs64J4qM6HjidwduGPJj50bZDfIvdiSPnmgAAw/rEQbZ545taF3Ga7b4/S2RZxl8/Lcfydd7CwJOHpOFP88aiZOvGkH+2uFwupMabvTWXLM3ITDB16eP3Z8tFW8bXNjbD6Uzwe47+EvnzKhr4U2NRa60otePU9Oupj1K71jYRhHp+wYivJYY/Y0KRH4nDK7Bk9V6srTDh+zdNxok9W1gMOETxwzE/1LQxP5gfSm2h+t37U18x4heCtFzRAsJ71TGcr2gB4q9K84qn/344EvjXISNOWp2469/bcfMQD6YPlOHvjRG9nRuyDDS7gTo7cN4u4bwdqOv41QE0OQEZbT+IESgt7fF9jJKMRBMQbwISTECiSUa8CYg3AnFGINYoI9YI7x/Dhdfi2l5r/WP0+fur7vqSx/vnksEALKVtTzrBDaCptcuQJOD47i2qfjciCsYcG84bABjw5c5dKKs0AJBQWVaC/vHe+M1WIwAJn2/9AnWlXe/M8sjA/8oN+KzKe2fR9IEe3DKgBiVbN2qeo7+fLSaPd44frf8Mx1K7ztHf48e5au/vpM36zdtQf0hWHBMM/lzVotALRn2yQMeFew29UGINveDmx+2XZ+Oj/edQdKAKS98/hLuzWQw41PHDKT/8aWN+MD+U2oL9u/cnVsQvBHHXMO0/V28TfVWaVzwDM8/pxi/eOYB3dlfgnRNGnEEafnvrZRiuYuelUM+v2W7HqvfXYeCYiThxvgVHq604VmPFsWorLC3KO1YBgNEgoU+iGTEeO4YP7IN+KfGt9W1i0DcpFhmJMUiNNyMtwYzUeO+dOpIkCXPsUGqLtmPHW7U7caihBhk5o+E4chQmg4QFN92ADZ+sw6xZs/CvUztwxmZB3uWTcMMl/bqM/+PHZfis6jgkCVh60yX41pQczXPUmh+vnN2FqhP1GDN+IuaMG6A6nq/2V85uAyz17d8Pv2Qc5l6RrfnnUivSdg0jovAhSRJ+fds4bDlWiz1nLPjUJOGrek+KiCiIIn4h6GLBvOoUyJhQrjqG8xUtQPxVaV7x1MZsNmP5NyZiyvBM/OaDA9h+oh43PbcZ37pyCO6bPgL9U+JUxQhkfla7C8eqrThS3Yij56w4Wt2EI+eacLzWCqfbBJR0X1snIzEGg9PivX/SO38dkBqHjIQYuN0u785VcyeH7bFDqS1ajh2xrbWLjlRbAQA5GQlIiIttjx9n8n5syt3sGvbyluN44bPjAIBl83Mxf1JWUObob370ad2NrMHu0fR3eXF7W4mgBJMMm0tCYzdxQ5EfoudbtFF6tJ6PTutH5EenA4mh5dHYYOdHRrwRj35lNH7+9gF8cMqAH1RZMKJ/iuIY0TA/9Dt+MD+YH0ptofrd+xMv6haCiEg/kiRh4ZQcTBuVicfe3Y9PSs9hxebj+O8XJ3Bz7iDMm5iFqSP6wBhAMV1ZllFpaUF5jRVHq604eq4JR6ubcPRcE842tPgcZzbIGNkvBSP7J2Nk3ySM6JeIEX2TMKRPAhJiej5Utj59SmGurVh0aaV3x7DhfZM6t5u8uem4qFj0ntP1eOI9b62nh28c0+0iUG9p253vvNURlHhtu4YlmwGby7trGEU+Fov2/731JPpj9Vpj6F12IUEGRqUYcNhiwP0vb0bBWA8kSXmMiJgfkVMMOBSYH5GTHywWTURCy85IwIt3XYHPDtfgmXVl+PL4eby58wze3HkGqfFmTBmWgfGDUzGsbyKG9klEvAlodHp3K3LDu+V5nc2BcxY7qhtbUGlpwfEaG47VWHG8xopmp+9VmT6JMRjRLwkj+iZhRN9EjOyXhCHpcSjZvB5fvWkq70KIcm3bwx9rvSPo4kcXze3bx1+okeNye/DQ6t1we2TcNH4gfjh9RC/NtnvpCd6FoLpgLQTJ3p81yQRUwfv/IUU+FosO7GfrLaI/Vq81hkiPTl96hQVfLdyCwxYDrP3H4euTszT/XL2N+cFH65UwPyIvP1gsmojCwjWjMnHNqEzsOnkeq3ecxpq9Fai3OVF0oApFB6ou6m3CL7avVxXXaJCQnR6P4X2TMLKfd8HHu/CThPTWuyU6cjqd2BO6Hb0pjJguqsA94KJHFi8sBF24I2jV9lMoq2pCeoIZv7ltHKSLLxf3svY7goJ0547L3XZHkAxAwnkuBEWlYDyWGui4SH10OhhEf6xeawwRHp0e3i8FN2V78PYJI37/URluGDsQA1LjFMeIhvnBR+uVMD8iJz/8icWFICLS3cScdEzMScevbrkMe8804IvyOhyuakJ5TRNOnW+G1e6CzeG9y8dokBBrMiA9IQZ9k2PRLzkW/VJiMbRPIoZlev9kZyS0/4OdyB8X502/lNhO38dctBDk9sj46/qjAIAf3TCq24XG3hb0O4JaHw1Lb/1VnKlvDkpcIqJwcd1AGcfcKdhz2oJfvL0PL3xnkt5TIiIKSNQtBCkVO2xr7/hVbUy1Y0JZkCqcix0C4hcsYzHM3jFuYBLGDexcl8XpdOLjomJcf8MN7YV7FXnccHrUF+1hMTsWO2xz0Q1B6JNg6hS/rb3Z7v0sKT5wDmfqm5GeYMYdEwdq+t37ojU/UuK8i1V1VnunsVrzw9W66NU/3rsgdKLWCofD0b7zndo5+kvknCOi6GKQgCdvuwy3/W0r1h6swvt7KvCVsX31nhYRkWYRvxCkpdghEN4FqcK52CEgfsEyFsPUh0ECNnyyLqTvwWJ2LHZ4+oQBwIW7gg7s2IJz+y/Er6rwtu89cBBrGg7gH6Xe7y9Ps2Nd8cchmaO/+XGiEQBMOFtjwZo1a/yOd3G7pckIQELfOBkSZNgcbqx650OkxPgeEwz+FDyk0FO6kMYLJfoR/SKa1hgiXigZlhGH+64djr+sP4rH3t2Hywfnq56jXpgfvJCmhPkRefnhTzxJlmW5527hr63YYU1Njc9ih4D3lxeuBamUxmn5uXpbqOcYaHyt49WOC2VuBNImAtFzQ2sMUY4dSm2i5wYQ3Dk+XXwYf9tY3v79nl/eAJPkaY//qw8P47UvT+NH14/A/7t6CPKf3AC7y4P3C6ZizIDkoM5Ra35UNDpxw58/Q5zZgL1LZ6qO56v9uqc24mxDC34y3oXXTiXhTH0LVv6/K3DF0PSQ5ofFYkFmZiYaGhoUP7cpNDpeSCsrK8PKlStVXUgjimQuD/DUHiMqmiVMzvTg26M8PQ8iIuolNpsNCxcuVHXuFPF3BF0smAUJAxkTyoJU4VzsEBC/YBmLYepH9NzQGkOUY4dSm+i5AQRnjrExFz4Wk2NNSEmMa7+6YjabEWf2tntkCV8cb4Dd5UFWejwuy0pXVSS6N/KjX6q3b4vTA5dsQHyM0a94F7e37RpmkIChfRJxpr4FpxvsuKpDn1Dkh+j5Fum4a1hgP1tv4YWS3s+PIXkN+Po/vsD2GgMm95XxoztmCpkbAPNDbV9eSGN+REp+cNcwIiIiDToWi+6b0rUelbm1SJDT7cHGw9UAgJmX9td9p7COkmJNiDEa4HB7UGdzYHBMfEDx2opFGwAM6ROPz4966wRRdAnGInSg43ihxDdeKOm9/Jg8LBN3XTUML35ejtXHDCiAAQkC5wbA/FDblxfSxI3P/FDHn1jcVoeIiKiVuUO16P7JcV3aY0zej02H24O9pxsAAJOGpPfO5FSSJAnpid4TgfNB2DnM5blwR9DwzEQAwIGz6q84ERFFmiWzR2NASixq7RL+uuGY3tMhIvIbF4KIiIhadbwjqH+3dwR525sdbhysbAQAjB+c2juT80Mwt5B3d1gImpidBgDYdaoeHk9UlBgkIuoiKdaEpTddCgB44bPjKKtq1HlGRET+4UIQERFRq44LQZd3c6dPW/v+sxY4XB4kx5kwpI94BXQzEr0LQedtwVsIMkrApQOTEWc2oN7mxLEaPh5GRNFr1th+GJ/ugcsj4+dv7uXiOBGFFdYIIiIiamV3XdgB5rrRfbu0x7QuBO09430sbNygVKHqA7VJTwzeHUEdHw0zGw2YkJWGbeV12HGiDkPSBwYcn8KD08nt40XE7Z/13f75a8M8ONJkxvYT57Hyi+NYMDmrx/n2JuZH5G0PHkzMj8jLD3/icSGIiIiolc3uav/vIX0Su7R3rCEEQHHLeD1ltD4aFowaQR0fDQOA/KEZ2FZeh42HazAvjwtBkarj9vEAUFRU1OP28cXFxZreS+04Nf166qPUrrVNBKGeXzDia4nhzxg98iM9FvjKYAfeOm7Eb9/fD/n0HqTE9DzX3sb80O/4IfqxA2B+qO0bDvlhs9lU9426hSClK1pt7R2/qo2pdkwoVx3D+YoWIP6qNK946kf03NAaQ5Rjh1Kb6LkBBHeOX5s4EFuP1WL+5YO6xHU6nTBInW/9H5wWG7S/v0DGXNw3Nc67ZXxNU0u3P4fa95NludOjYU6nE9eNysBz64ENh87B2mz3++dSS+SciwbcPj6wn623hHp+wYivJYY/Y/TKj7bXn/jW9Tj0r504UNGIL53Z+NNt41X9jL2B+aF/foh67ACYH2r7hlN+cPv4DrRc0QLCe9UxnK9oAeKvSvOKp35Ezw2tMUQ5dii1iZ4bQPDm+PV+AE5XYc3pXV3iHzwnATC2v1Z19ADWnN8f0jlqyY+KCu88Dxw9iTVrjvsVr2O7WwbaThWk1jaPDKSYjbDY3Xj+zU9waXpo8sOfq1oUetw+XuwtoLn9s375ER8bi99/bQJuK/wc7+6pwB1XZGPaqK6PFuuJ+RE524OHAvMjcvLDn1gRvxDkzxUtILxXHcP5ihYg/qo0r3jqR/Tc0BpDlGOHUpvouQH0bn44D9Tg1aN729tunXkNLlHxeFhv54d7TwX+d3wv4lL6YO7cK1TF667d7nQDW9cB8N4R1Nb2pecAVm47jTPmQbgUZ0Lyu/fnqhYRkZ4mZKXhO1OHYsXm4/jF2/vw8YPXIs5s7HkgEZFOIn4h6GLBvOoUyJhQrjqG8xUtQPxVaV7x1I/ouaE1hijHDqU20XMD6J38iI/pHH9YvxSYzeo/SnsrP/qmxAMAzttcXcb6kx8Oz4WaSAbpQtsdk3OwcttpFJdW45q80PzuRc83IqKOfjJ7ND7aV4kTtTb8dcNRLJk1Wu8pERH5xO3jiYiIVOpYLDo9wYykWDGvp6S3FouuC3D7eLd8oSaSoUOd7LzsNIzom4gWpwe7asXbNY2IqLclx5mx9OaxAIDnPz2KE7VWnWdEROQbF4KIiIhUijFd+NjMzui53pxe+iRd2DVMluUeevvmdne/ECRJEu6YnA0A+KKapxJERAAwZ9wAXDMyEw6XB79674De0yEi8olnb0RERCqN6p+MGKP3o3P6aLGKgXbUdkeQyyOj0e7SHMfVumOYJHVeCAKAeRMHwyAB5Y0Symt45ZuISJIkPH7LZTAbJawrPYe1B6r0nhIRUbfEvKediIhIQIPT4vHlL2bC7nSjX0qc3tPxKc5sREKMETaHG+etDqTEaau307Z1vOniVSAA/VLiMG1UJg6dqkZNkwOshhHZnE4nnE6nz7aOX/2JqWacmn499VFq19omglDPLxjxtcTwZ4xe+eHr9SHpsbj7qiH4x6bjePy9/ZgyNFW3wtHMD/HyQyTMj8jLD3/icSGIiIjID6nxZiBe/ELG6QkxsDmaUWd1YEifRE0xXB4PAMDYzUIQACz/+gR8urYIVwxN1zxPElNhYSEKCwvhdrsBAEVFRUhIUH4csri4WNN7qR2npl9PfZTatbaJINTzC0Z8LTH8GaNXfnT3+kg3kBZjxOnzzXj4xSLMydb+iG4wMD/Eyg/RMD8iJz9sNpvqvlwIIiIiikAZiTE4U9+M8wEUjG67I8jXQlBSrAkSa0VHpIKCAhQUFMBisSA1NRWzZ89GSkpKt32dTieKi4sxa9Ysv3Z7UztOTb+e+ii1a20TQajnF4z4WmL4M0av/OgpZuzQSjzw+h6srzTjp1+/CtnpvV9Xjvkhbn6IgPkReflhsVhU9+VCEBERUQRKT2zdOcyq/bbjthpBRq72RD2z2dzjyaqaPoGMC8YclNq1tokg1PMLRnwtMfwZo1d++Hr9lolZWLXjDDYfrcXvPjyMfy6a3MNPEDrMD/HyQyTMj8jJD39isVg0ERFRBMpI8J4MnLeG7o4gIiLqniRJ+NWtl8FkkLD2YBXWl57Te0pERO24EERERBSB2u8ICsKjYd0ViyYiImUj+yXj/10zDADw+Hv70eJ06zwjIiIvLgQRERFFoIzWLeR5RxARkX7uv2EU+qfE4kStDS9+Xq73dIiIAERhjSCl7U/b2jt+VRtT7ZhQblEXztufAuJvYcjtcfUjem5ojSHKsUOpTfTcAJgfvvqmxHm3K65tsnf67PMnP1oc3v9uWwjqzfwQOeeIiNRKijXhkTmX4MerdqPwkyOYPykL/ZLj9J4WEUW5iF8I0rL9KRDeW9SF8/angPhbGHJ7XP2InhtaY4hy7FBqEz03AObHxX2P10oAjDhyugpr1qxRHa9je3kjAJhgb2lWHBuK370/W6ASEYns1tzBeGnzCZScqsdTHx/CH+fn6j0lIopyEb8Q5M/2p0B4b1EXztufAuJvYcjtcfUjem5ojSHKsUOpTfTcAJgfvvr2Ka/Dv8u2Q4pNxNy512jKj23H64B925GSlAjA0qv54c8WqEREIjMYJCy9eSzm/XUzVu84je9MHYpxg1P1nhYRRbGIXwi6WDC3KA1kTCi3qAvn7U8B8bcw5Pa4+hE9N7TGEOXYodQmem4AzI+L+/ZL9d79et7m7DTen/yQJO/jZSaDQXFsKH73oucbEZE/Ls9Jx615g/BOyVn86v0DWPW9KyFJrL9GRPqIuoUgIiKiaJAW711IaWh2wtNa9NlfrtZxBhaLjnpKNRZZQ08/rJEWXjX0fjJzJD7eX4lt5XV4r+Q05owboHqsFsyP8MqP3sb8iLz88CceF4KIiIgiUErrQpBHBhrtLiRo+MTn9vHRS0uNRdbQ0w9rpIVPDb3p/Q346LQBj7+9G47jO2HuhT2cmR/hkx96YH5ETn74U1+RC0FEREQRKM5sRLzZiGanGw02JxJS/H/UysXt46OWPzUWWUNPP6yRFn419KY7XNj1zOeosthRmXIpvn/tMNVj/cX8CL/86E3Mj8jLD3/qK3IhiIiIKEKlJZjR3OBGfbMDAzUsBPGOIGoTjPpkgY5jDT3fWCMtfGropZrNeHTOpXhwVQn+9ukxfP2KHPRLCe128syP8MkPPTA/Iic//InVCzcjEhERkR5SWx8Pq7dpewbdzTuCiIiC7pbcQcjLToPV4cafisr0ng4RRSEuBBEREUWotITWhaBmbQtBLo8HAO8IIiIKJoNBwi+/OhYAsHrHKZRVNeo8IyKKNlwIIiIiilBp8TEAvDuHacE7goiIQmPSkHTMGTcAHhn4w4elek+HiKIMF4KIiIgiVNsdQQ02h6bxLBZNRBQ6D984BiaDhHWl57DlaK3e0yGiKMKFICIiogjFGkFEROIa3jcJd+bnAAB+/+FByLKs84yIKFpwIYiIiChCpQZcI4gLQUREofSjG0YhMcaI3acb8MHeCr2nQ0RRggtBREREEaqtRpDmO4LcLBZNRBRKfZNj8b1rRwAA/vjRIThcHp1nRETRgAtBREREEaq9RlCzthpB7tanFHhHEBFR6Hx32jD0TY7FyTobVn5xQu/pEFEU4EIQERFRhEoLuEYQ7wgiIgq1xFgTHpw5CgDwl0+OwNKi7ZhNRKQWF4KIiIgiVErrQpDWf1RcqBHE0wUiolBaMDkbw/smos7qwN8/Par3dIgowvHMjoiIKEKlxHkXghpbXJrGu90sFk1E1BtMRgMe+colAIB/fVaOc5YWnWdERJFMyIWg22+/Henp6Zg/f3637TabDUOGDMFDDz3UyzMjIiIKH8lxJgCAzeGG0+1/AdK2O4L4aBgRUejNGtsfl+ekocXpwXPrj+g9HSKKYCa9J9CdBx54APfccw9eeumlbtt/+9vf4sorr+zlWREREYWXtoUgAGiy+39XkLt1IcjAhaCo53Q64XR2/4hh2+u+2pViqhmnpl9PfZTatbaJINTzC0Z8LTH8GaNXfoTqd//jG0bi2//ejle3ncTdU3OQlR6vORbzI/LyI5iYH5GXH/7EE3IhaPr06diwYUO3bYcPH0ZpaSluvvlm7Nu3r3cnRkREFEZMRgMSYoywOdywaHg8rNMdQXKwZ0ciKywsRGFhIdxuNwCgqKgICQkJimOKi4s1vZfacWr69dRHqV1rmwhCPb9gxNcSw58xeuVHKH73o1MNKGsw4JFXPsXCkYFvJ8/8iKz8CDbmR+Tkh81mU93X74WgjRs3YtmyZdixYwcqKirw1ltv4bbbbuvUp7CwEMuWLUNlZSVyc3Px7LPPIj8/39+36tZDDz2EZcuWYfPmzUGJR0REFMlS4sywOdxo0rAQ1LZrmNEgAe5gz4xEVlBQgIKCAlgsFqSmpmL27NlISUnptq/T6URxcTFmzZoFs9ms+j3UjlPTr6c+Su1a20QQ6vkFI76WGP6M0Ss/Qvm7HzS+Hnf8Yxu+rDHgV3dOw/C+iZriMD8iMz+ChfkReflhsVhU9/V7IchqtSI3Nxf33HMP5s2b16V91apVWLJkCZ5//nlMmTIFy5cvx4033ohDhw6hX79+AIC8vDy4XF1PSIuKijBo0CCf7/3OO+9g9OjRGD16NBeCiIiIVEiOM6HSorxzmMvtwYf7KvFZpYSpNgf6pXpPSjrdEcSFoKhmNpt7PFlV0yeQccGYg1K71jYRhHp+wYivJYY/Y/TKj1D87q8Y3hczL+2PtQer8OyGY3hu4eUBxWN+RFZ+BBvzI3Lyw59Yfi8EzZkzB3PmzPHZ/vTTT+Pee+/F3XffDQB4/vnn8cEHH+DFF1/EI488AgAoKSnx920BAFu3bsVrr72G1atXo6mpCU6nEykpKVi6dGmXvna7HXa7vf37ttUxpWfc29o7flVDlOcQw/kZd0D851RZA0E/oueG1hiiHDuU2kTPDYD50VPftjpB9VZ7t31kWcYv3z2IVdtPAzDixMoS/Of/XQFJkuByeVd/JNnT7dhQ/u5FzjkiolD7yezRWFdahff3VOCH0y0YO6j7O/KIiLQIao0gh8OBHTt24NFHH21/zWAwYObMmdiyZUvA8Z988kk8+eSTAIAVK1Zg37593S4CtfV94oknuryu5hl3ILyfQwznZ9wB8Z9TZQ0E/YieG1pjiHLsUGoTPTcA5oevvs0WAwADtuzYjSv7de1zsF7CqoPG9u+3najHr1/+CJP7yjh23Dv2ePkxXJLdu/nhz3PuRESR5tKBKfjqhEF4b/dZ/KnoEP511xV6T4mIIkhQF4JqamrgdrvRv3//Tq/3798fpaWlquPMnDkTu3fvhtVqRVZWFlavXo2pU6f6NZdHH30US5Ysaf/eYrEgOztb8Rl3ILyfQwznZ9wB8Z9TZQ0E/YieG1pjiHLsUGoTPTcA5kdPfYub9uBgfSWGjBgDNJZ26fO/l3cAqMW38rNw7sxJFJ0x4FzMQMydm4fP394PVJ3B6FEjgZbDvZof/jznTkQUiX48cxTW7K3AutJz2HnyPC7PSdd7SkQUIYTcNWzt2rU99rnrrrsU22NjYxEbG9vl9WA+hx7ImFA+hxjOz7gD4j+nyhoI+hE9N7TGEOXYodQmem4AzA9ffVMTYgAAVqenS59TdTZsPFwLSQLuvnoo3is+jqIzBnx5oh4mkwkeeLeNjzGbgJbezQ/R842IKNSG903C1y4fjNe3n8ZTHx/Cynuv1HtKRBQhgroQlJmZCaPRiKqqqk6vV1VVYcCAAcF8K81YI0jcmgui1/lgjSD9iJ4bWmOIcuxQahM9NwDmR099k2K8j3012ByAoXOfdQcrAQCTctIwMNmM7EQgzmRAndWBg2fq4WSNICIiXf3ohlF4a9cZbD5ai81HanDVyEy9p0REESCoC0ExMTGYNGkS1q1b176lvMfjwbp167B48eJgvpVqhYWFKCwshNvtPZlljSDW+WCNoPDND9FzQ2sMUY4dSm2i5wbA/PDV9+wZCYARpcdOYtLIzn3eKPXWABog16K4uBgmA5CT6EJZgwEvrdmEUw0SAAMOHy7D4IGsEURE1Nuy0hOwMD8HL205gT8Vl2HqiD6QJEnvaRFRmPN7IaipqQlHjhxp/768vBwlJSXIyMhATk4OlixZgkWLFmHy5MnIz8/H8uXLYbVa23cR620FBQUoKCiAxWJBamoqawSxzgdrBIVhfoieG1pjiHLsUGoTPTcA5kdPfeu3ncJ7Jw8ipU8/AJXtfZxuD36+Yz0AN75709UY3TcexcXFmDw6G2VfnkFG9kj0i7cBtVW47NJLgPqDrBFERKSDghkj8dqXp7DjxHlsKKvGjDH99J4SEYU5vxeCtm/fjhkzZrR/31aQedGiRVixYgUWLFiA6upqLF26FJWVlcjLy8NHH33UpYC0XlgjiHU+WCMofPND9NzQGkOUY4dSm+i5ATA/fPVNS/TWy2uyuzv1OVxtgdXhRnKcCROyM+B2uwAAA1PjAQDnGp3wyN4YMWaT4lxYI4iIKHT6pcRh0VVD8Y+Nx/B0URmmj+7Lu4KIKCB+LwRNnz4dsiwr9lm8eLFuj4L1hDWCxK25IHqdD9YI0o/ouaE1hijHDqU20XMDYH701Dfe5P3HQpPd1anP7lN1AIDLBibD7Xa1v943ybsAU1FvQ5zZW1+INYKIiPT1/WuH4z9bT2DvmQYUHajCjZeJUX+ViMKTkLuGBRNrBPn/vnoTvc4HawTpR/Tc0BpDlGOHUpvouQEwP3z1PWoBABPO1VmAIRf6rDnmrQ8U31KLNWvWtPc/XbYPgBFHK2qRESsDMKD0wAHk92ONICIivfRJisU9Vw/Dc+uP4OmiMsy6tD8MBt4VRETaRPxCEGsEaf+5epvodT5YI0g/oueG1hiiHDuU2kTPDYD50VPfgxWN+Mv+LfCYYgHY2vus+McXABrw1atzMTd3YHuMuTOuwnMHvkCT24SRfdKA+lpMmDAOqNzLGkFERDq6d9pwvLTlOA5VNeKDvRW4OXeQ3lMiojAV8QtBF2ONINb5YI2g8M0P0XNDawxRjh1KbaLnBsD88NU3LTEOAGBzXKgRZDKZcKiqCQCQm5PeaczgjEQAgNXhhqXF+zhZbGs7awQREeknNcGMe6cNx9PFZfjz2jLMGTcAJqNB72kRURiKuoUg1ggSt+aC6HU+WCNIP6LnhtYYohw7lNpEzw2A+dFT31ijt66fzeGGR/b2Oddoh83hhtEgYWByTKfPRrMkIyXOBEuLC6fPtz6eJbu7jc8aQUREvevuq4fi35+X41i1FW+XnMX8SVl6T4mIwlDELwSxRpD/76s30et8sEaQfkTPDa0xRDl2KLWJnhsA88NXX5cHaPu4b3F7+7TVDUoze7C26KMuMRIlIyyQcN7mXYzZu2cPJmSwRhARkd6S48z4/nUj8PsPS/HMujLcmjcIZt4VRER+iviFINYI0v5z9TbR63ywRpB+RM8NrTFEOXYotYmeGwDzQ03fR7YXw+mWYXcDt86Zhea954D9+zEmqw/mzp3cJcZ/K0pQcfx8+/hJE/PgPLGLNYKIiATwnalD8M9N5ThV14zV209j4ZQcvadERGEm4heCLsYaQazzwRpB4ZsfoueG1hiiHDuU2kTPDYD5odQ3Oc6MOqsDLW5vn9P1dgDAsMykLv3NZjPiYzqfHsTGmOFUiM8aQUREvSchxoSCGSPwxHsH8OwnhzHv8sGIMxv1nhYRhRHeR0hERBThkmIvPBoGACfqvI9dDenT/aPS8Rf9g8LILYqJiIRyZ34OBqbGoaKhBa9tO6n3dIgozHAhiIiIKMIlti4E2d3eBZ0TtVYAQE7rDmEXizN3Pj0wcSGIiEgocWYjFl8/EgBQuOEomlt3hiQiUiPqHg3jrmHi7sIi+s4/3DVMP6LnhtYYohw7lNpEzw2A+aGmb2KMd2Gnxe3tc7a+GQAwINncZazT6USMsfPCj+zhrmHh4Pbbb8eGDRtwww034I033ujSbrPZcOmll+KOO+7AU089pcMMiSiY7piUjb9tOIrT55vxytbj+N61I/SeEhGFiYhfCOKuYf6/r95E3/mHu4bpR/Tc0BpDlGOHUpvouQEwP5T62hoMAAxocQMfFRWjtskIQMLebZ/hREzXGJVnvP3b7Nz+JYYmc9cw0T3wwAO455578NJLL3Xb/tvf/hZXXnllL8+KiEIlxmTAAzeMwsNv7MHfNhzFwilD2h8FJiJSEvFHCu4apv3n6m2i7/zDXcP0I3puaI0hyrFDqU303ACYH2r6FjXtwYH6SrS4gcunXgt562YYJOCOW+a01//pGGPfJ+XYWHm8ffzUK6egYv8X3DVMcNOnT8eGDRu6bTt8+DBKS0tx8803Y9++fb07MSIKmdsnDsbfNhzFsRorVnxejsXXj9J7SmHH6fbA6gROn2+G3dMMq92FJrsbVrsLVrsLlmYHSs5IOLr+KNwy4HB5YHd54HB50OJw4cRpA947vwtOjzeW2yPD7fGgptaIf53aClmW4PbI8Miyt02W4fHI8Mjo9LpHbptR+39AvvCfHV4F5NaGzq91be/Up2Pn1m9dLiP+b+cn8PkAuIonw5W6OJ1G/HLXJ5Ak5UA+m2XA4TTisZL1vvt0iiNBlmU4HEY8vnt9t+/b8RUZMhx2I57Ysx5Sh5aOw2QZsDuM+NWeDRfNQWqPYrcb8eu9G3Dxb0NqbfvN3g1dgtrtRsy60QO9Tq8jfiHoYtw1jDv/cNew8M0P0XNDawxRjh1KbaLnBsD8UOqbEu+97cfuBs43ewAAmUmxiIuN6dLXbDYjIbZzjJjWmNw1TLuNGzdi2bJl2LFjByoqKvDWW2/htttu69SnsLAQy5YtQ2VlJXJzc/Hss88iPz8/KO//0EMPYdmyZdi8eXNQ4hGRGExGAx6YOQoPvFaCf2w8hm9PHYrU+Mg6fmrhcHlQZWnB6bom7KyRcPaz46i1OlFnc+C81YE6mxP1NgfqrA40trgAmIDtmxQiGoGTR320GYDa6m5el4Am0S9qSIDbFdL4zQHHl2Bz+fu4uASr6jES0GNfCU1Oh2J7o892Cei2Td/6i1G3EERERBRtkuPadg2TUN3k3Tq+X0qsz/7xMZ13DWOx6MBZrVbk5ubinnvuwbx587q0r1q1CkuWLMHzzz+PKVOmYPny5bjxxhtx6NAh9OvXDwCQl5cHl6vrCXVRUREGDRrk873feecdjB49GqNHj+ZCEFEEunnCIPx1/VEcqmrEvzYdw5LZY/SeUq+wO904WtuM8morjtVYUd7650StDTWtn3VeRuBwWY/x4swGJMaYkBjr/ZMUa0RirAnxJgNqz1Vg+NAcxJlNiDUZEGMyIMZogNEg48ihUuRNGIf4GDNiTAYYJAmyx42SXbuQP3kSYmJMMEgSjAYJRkmCweD9b4MkwSChw39L7TeNdLx5pO1Olc6vde0HxX5Sl9dcLhc2bNiA6dOnw2Tquiwgd3mlq453Hl3M5XLh008/xbXXXgeT2feyg0IIuFwubNz4KaZNuxZmhRgd4zhdLmzauBHTrr0W5ot+rovfyuV0YeOmjbh22rXtc7x4Pi6XExs3bcK106bBZDK3xpE7xdi0aROmTZvW6eeUZe/829s6zKXtdT3Pr7gQREREFOESYy5sH1/d2LoQlBzns3+cqfOuYdw+PnBz5szBnDlzfLY//fTTuPfee3H33XcDAJ5//nl88MEHePHFF/HII48AAEpKSjS999atW/Haa69h9erVaGpqgtPpREpKCpYuXdqlr91uh91+4R9QbY/oKW22wc0U9MNi+dxMoc39M4Zj8Wu78a/PyvHN/CxkJMZEVH402V3Yf9aCAxWN2HemHl8eNmLJ1k/gVlhFiDEZ0D85FrFuGy4ZMgD9U+KQkRiD9IQYZCSYkZZgRnpCDJJigC8++xRfma30aP0ZzJo1qvtH6y0HMStvQJdHp+WTMq4dmS7sHa5Op4S+8cCglNDcUe10GtAvHshOiwng0XoD+scDQ9Jj/Xq0/nACMFTFmPa+Gb77Op1GHEkAhmXE+cyPo4nA8D5d251OJ44lAiMuamt73eVy9fjYnD/8+X8x6haClE5k2to7flUbU+2YUH5YhfOJDCD+yQxPdPUjem5ojSHKsUOpTfTcAJgfavrGm70nGS0uoLLBu2NYZqK5U/+OMS7aPZ67hoWYw+HAjh078Oijj7a/ZjAYMHPmTGzZsiXg+E8++SSefPJJAMCKFSuwb9++bheB2vo+8cQTXV5Xs9kGN1PQD4vlczMFWQayEo04bXXj0Zc/wa1DPO1t4ZgfTU7gWKOEoxbvn9NWQO70KI0EQEa8UUa/eKBfnIy+8TL6xQGZcTLSY4FEEyBJbY/knAE8ABq9f+wAqlr/AIBRiuz8UBKO+RHsMZFy/PBnow1JVrqfKwJ03DWsrKwMK1euVLVrGBERUaTYek7Cq0eNuCzdg7QY4PMqA24c7MHcHE+3/bdXS3jlyIXHw5ZOdKGP7xuIQsJms2HhwoVoaGhQ3OQhHEmS1KlG0NmzZzF48GBs3rwZU6dObe/305/+FJ9++im++OILVXFnzpyJ3bt3w2q1IiMjA6tXr+4UD7iwEORr+/ju7gjKzs5GTU2Nz78HrUXD1Y5T06+nPkrtWttEEOr5BSO+lhj+jNErP0TMjQ1l1bj3lV2IMxvwyY+nIS3OEDb5ccPMmThc3YL1ZdXYcKgae850ra0zMDUO4walYEy/BNgrj+LOOdcgKyNJ8Y4K5odvPH5EXn5YLBZkZmaqOneK+DuCuGuY9p+rt4l+MOKJrn5Ezw2tMUQ5dii1iZ4bAPNDTV9pXyVePboHLS4Jcf36AlU1mHr5ZZibn91tDGNZHV45sru9bcZ112LPFxu5a5jg1q5d22Ofu+66S7E9NjYWsbFd60cFo1B9oOO4mYJvLJbPzRQAYObYgZiYU45dJ+vxj89O4P/mjAYgbn7IsoySU/X4X7kBv12+Beca7Z3aR/VLQv6wjPY/A1PjAXg/e9asOYLsPsnMjyAQNT8CjRGNxw9/YkX8QtDFgnmyEciYUCZbOJ/IAOIfjHiiqx/Rc0NrDFGOHUptoucGwPxQ6pua6L2dp8UN1Nm8j1wNSI33+XedFN95N7E+yfGK8UPxuxc934IpMzMTRqMRVVVVnV6vqqrCgAEDdJpVZ04nawSJiI/G8tHpiz14/QgsWrED//3iBL59xUAA4uXHqfM2/G/nWby3pwIn65oBGADYkRBjxNUj+mDGmExcN7ov+iV3XpS++P2YH4Hh8SPy8sOfeFG3EERERBRtkmK9j3nZ3cD51oWgjETfu4bFmS88FhZrMnTZRYyCKyYmBpMmTcK6devaHxfzeDxYt24dFi9erMucOj5aD7BGkOh1PljjI3JqfARKloGRKUYcsQCPrvwc3xwpRn54ZKC0XsKmSgkH66X2ej8xBhnjM2RMypQxJtUFk+EsUHUW26t6CKjyff3pGw350R0R8iMUMaIxP/ypEcSFICIiogiXFOu9u6bFDTht3sKZGYm+77jpuBCUlhA9d+aEUlNTE44cOdL+fXl5OUpKSpCRkYGcnBwsWbIEixYtwuTJk5Gfn4/ly5fDarW27yLW2/x5tJ6PTuuHj8by0enuZOU2YP7fv8C2agOu6u/B9+bplx8tTjfe2HkGL35+AqfON7e/fs3IPvjaxEGYNiIdn3/6CfNDBzx+RF5++PNYPReCiIiIIlxSnPfj3uYGPC4XACA9IcZn/7gO24alxfvuR+pt374dM2bMaP9+yZIlAIBFixZhxYoVWLBgAaqrq7F06VJUVlYiLy8PH330Efr376/XlDsJxmOpgY7jo9O+8dFYPjrd0eRhmVgwORurtp/C6mNG/MBo6vX8sDlc+O/Wk/jHpmOobq39kxJnwh2Ts/GtK4dgWGYigAuPsjA/9MPjR+Tkhz+xuBBEREQU4ZJivB/3HvnCziqp8Qp3BJku3BGUyjuCgmL69OnoaaPWxYsX6/YoGBFFlp9+ZQw+3FeBMzYXXv3yFO6+ZkSvvK/D5cHLW46jcP2R9keRB6fF4wfXDcf8Sdl81JhIEFG3EKRU7LCtveNXtTHVjgllQapwLnYIiF+wjMUw9SN6bmiNIcqxQ6lN9NwAmB9q+sYYOm8Tnxpvguxxw+lxdxvDKF3onxpn0iU/RM65aKR0/sTPR/3w+MfPR19SYg14YMZw/PrDMiwrOozpo/siKz0+qO/R8XcgyzI+Ka3Gkx+V4USdt05JTkY8fnDtcNyaOxAxJgMAD5xOj88YWt43GH2jMT8AHj/U9g2n/PAnniT3dHkqzHUsdlhWVoaVK1f2WOyQiIgo0jz8hREOj/eOoL5xMn4x0e2zr80FPPql91rRFZkefGuUx2ffULHZbFi4cCEaGhp81qah0OH5E1H488jAs/uNONYoYWSKBwVjPTBIPY/z1xkr8PYJA8oavI8VJ5tl3JTtQX4/GcYQvB8Rdc+fc6eIXwhq01bssKamRvGX4nSGb0EqpXFafq7eFuo5Bhpf63i140KZG4G0iUD03NAaQ5Rjh1Kb6LkBMD/U9r3y9xtQa/UWip6YnYrXvzfFZwwPDBj3q3UAgAWTs/DY3FG9nh8WiwWZmZlcCNKZmvMnfj7qh8c/fj4qcTqdePW9Yjy1LxbNTjd+duNofPeaoUGLX1lvxc/+swlbzxngkYEYkwH3XDUE3792GJJi1T14wvzQD48fkZcf/pw7Rd2jYWoLMoVzQSothapEInrBMq3jg5l7oShW5s8c9SJ6bmiNIcqxQ6lN9NwAmB899U2OM7UvBPVJilXMAZPpwulBQuyFIqO9mR+i51u0CRJxQ60AAA4RSURBVMaxJ9Bx/Hz0jcc/fj76khkH/HzOGPzy3QNYVlSG8VnpuGZUZkAx7S43Xtp8HH9ZdwRNdu9dQHPHD8Cjcy5Fdoa2OweZH/rh8SNy8sOfWFG3EERERBSNOl6dVdoxDAAk6cK9/B23kiciovCzYPJg7D5jwRs7TqNg5U68+cOrMKJvkt9xZFlG0YEq/G7NQZyo9dYBykqU8YdvXIGrR4mxwyERqcOFICIioiiQGHthQScjUf2W8B13EKPo5XSyWLSIWOw18oq9BlPb3FwuFx6/aQzKqizYc9qCO/+xFa/cPRnD+yaqjrXrVD3++HEZtp+oBwD0TYrBg9cPR8K5fZg4OFnz74H5oR8ePyIvP/yJx4UgIiKiKNDxjqC0Hu4I6ijObAjFdEhwHYtFA0BRUVGPxaKLi4s1vZfacWr69dRHqV1rmwhCPb9gxNcSw58xeuWH6LkBXJjjggFAda0RFY123Fb4Gb41yoNx6crlYk80AWvPGLCnzvtZYDbImD5QxszBNsRV7wMk5odSWzjlh8jxmR/q2Gw21X25EERERBQFDB0e95qYk9Zj/5vGD8Qnpecw7/KsEM6KRFVQUICCgoL2YtGzZ89msWgB63yw2GvkFXsNpu7meMMNdvxgZQlKTjXghVIjZl3aD9+5MgeThqTBbDRAlmVUNLRgfVkN3ttdgR0n6wEABgmYN3EwHrhhBAakxPmMH4w5BnMM88M3Hj8iLz8sFovqvlwIIiIiigKllY3t/z1lWEaP/Z9bOBF2lwdxZqPQt7ZT72CxaLELvrLYa+QUew2FjnMckG7Gqu9PxR8+PIQVm8tRfPAcig+eg9koISMxBja7G41214WxRgk35w7C968dgTEDknuMH4w5hmIM88M3Hj8iJz9YLJqIiIg6ue+64fj52/vx0xtHdSoG7YskSSwUTUQUgWJNRiy9eSy+kZ+NFz8rx5q9FbC0uFBlsQPw3v2Tm52G2WMH4GuXD0a/1juAiChyRN1CkFKxw7b2jl/VxlQ7JpQFqcK52CEgfsEyFsPUj+i5oTWGKMcOpTbRcwNgfqjte8v4vnCedOGOKVlBO0aE8ncvcs4REUWC0f2T8fuvTcDvbh+Psw3NqLc5EWsyIDsjgRcCiCJcxC8EaSl2CIR3QapwLnYIiF+wjMUw9SN6bmiNIcqxQ6lN9NwAmB9q+qbFhk9++FPwkEJP6UIaL5TohwvhvFCixJ859k8yo39S22MlHjidnqDGD2YM5kdw8PgRefnhTzxJlmXlUvERoq3YYU1Njc9ih4D3lxeuBamUxmn5uXpbqOcYaHyt49WOC2VuBNImAtFzQ2sMUY4dSm2i5wbA/FDbN9zyw2KxIDMzEw0NDYqf2xQaHS+klZWVYeXKlaoupBEREZE+bDYbFi5cqOrcKeLvCLpYMAsSBjImlAWpwrnYISB+wTIWw9SP6LmhNYYoxw6lNtFzA2B+qO0bLvkher5FOu4aFtjP1lu4EB6ZC+HBwvxgfihhfkRefnDXMCIiIiIKmmAsMgY6jhdKfONCeGQthAcb84P5oYT5ETn54U8sQ9DelYiIiIiIiIiIhMaFICIiIiIiIiKiKMGFICIiIiIiIiKiKMEaQURERESkyOnk9vEi4vbPkbf9czAxP5gfSpgfkZcf/sTjQhARERERddJx+3gAKCoq6nH7+OLiYk3vpXacmn499VFq19omglDPLxjxtcTwZ4xe+SF6bgDMD7V9mR/ixmd+qGOz2VT35UIQEREREXXC7eMD+9l6C7d/jrztn4OJ+cH8UML8iLz84PbxRERERBQ03D5e7C2guf1z5Gz/HArMD+aHEuZH5OQHt48nIiIiIiIiIqIuuBBERERERERERBQlou7RMKVdL9raO35VG1PtmFBWJg/nXS8A8SvXc1cU/YieG1pjiHLsUGoTPTcA5ofavuGWHyLnHBEREVE4i/iFIC27XgDhXZk8nHe9AMSvXM9dUfQjem5ojSHKsUOpTfTcAJgfavuGS374s/MFEREREakX8QtBbbteNDQ0IC0tDVOnTkVycrLP/k6nE+vXr8eMGTP8qkyudoyavj318dWuNE7Lz9XbQj3HQONrHa92XChzI5A2EYieG1pjiHLsUGoTPTcA5ofavuGWH42NjQAAWZaDGpf80/b7V9qJxOl0wmazwWKx+P35qGacmn499VFq19omglDPLxjxtcTwZ4xe+SF6bgDMD7V9mR/Mj0jJj7bPajXnThG/ENSm7YRy2LBhOs+EiIiI1GpsbERqaqre04habedP2dnZOs+EiIiI1FBz7iTJUXKpzePx4OzZs0hOToYkSYp9r7jiCnz55Zd+xfdnjJq+PfXx1e7rdYvFguzsbJw6dQopKSmq5qkHLb/73oyvdbzacaHMDaW2cMgP0XNDawxRjh2+2sIhNwDmh9q+4ZQfsiyjsbERgwYNgsHAvS30ovb8iZ+P+uHxL/KOf8HE/GB+KGF+RFZ++HPuFDV3BBkMBmRlZanqazQa/f4L8WeMmr499fHV3tO4lJQUoQ9GWn73vRlf63i140KZG2rGipwfoueG1hiiHDt6ahM5NwDmh9q+4ZYfvBNIf2rPn/j5qB8e/yLz+BcszA/mhxLmR+Tlh9pzJ15i60ZBQUFIx6jp21MfX+1a5i6SUM8/0Phax6sdF8rc8GceIhI9N7TGEOXY4e9cRMP8YH6Qvvj5qB8e/5gfSpgfzA8lzI/ozY+oeTQs2lksFqSmpqKhoUHoVWnSB/ODfGFukBLmB0U65jj5wtwgJcwPUiJCfvCOoCgRGxuLxx57DLGxsXpPhQTE/CBfmBukhPlBkY45Tr4wN0gJ84OUiJAfvCOIiIiIiIiIiChK8I4gIiIiIiIiIqIowYUgIiIiIiIiIqIowYUgIiIiIiIiIqIowYUgIiIiIiIiIqIowYUgwu2334709HTMnz9f76mQYE6dOoXp06dj7NixmDBhAlavXq33lEgg9fX1mDx5MvLy8jBu3Di88MILek+JBGOz2TBkyBA89NBDek+FKOh4/kS+8PyJlPD8iXrSG+dP3DWMsGHDBjQ2NuKll17CG2+8ofd0SCAVFRWoqqpCXl4eKisrMWnSJJSVlSExMVHvqZEA3G437HY7EhISYLVaMW7cOGzfvh19+vTRe2okiP/7v//DkSNHkJ2djaeeekrv6RAFFc+fyBeeP5ESnj9RT3rj/Il3BBGmT5+O5ORkvadBAho4cCDy8vIAAAMGDEBmZibq6ur0nRQJw2g0IiEhAQBgt9shyzJ4bYHaHD58GKWlpZgzZ47eUyEKCZ4/kS88fyIlPH8iJb11/sSFoDC3ceNG3HzzzRg0aBAkScLbb7/dpU9hYSGGDh2KuLg4TJkyBdu2bev9iZIugpkfO3bsgNvtRnZ2dohnTb0lGPlRX1+P3NxcZGVl4eGHH0ZmZmYvzZ5CKRi58dBDD+HJJ5/spRkT+YfnT6SE50+khOdP5Es4nT9xISjMWa1W5ObmorCwsNv2VatWYcmSJXjsscewc+dO5Obm4sYbb8S5c+d6eaakh2DlR11dHb7zne/gH//4R29Mm3pJMPIjLS0Nu3fvRnl5OVauXImqqqremj6FUKC58c4772D06NEYPXp0b06bSDWeP5ESnj+REp4/kS9hdf4kU8QAIL/11ludXsvPz5cLCgrav3e73fKgQYPkJ598slO/9evXy1/72td6Y5qkE6350dLSIk+bNk1++eWXe2uqpINAjh9t7rvvPnn16tWhnCbpQEtuPPLII3JWVpY8ZMgQuU+fPnJKSor8xBNP9Oa0iVTj+RMp4fkTKeH5E/ki+vkT7wiKYA6HAzt27MDMmTPbXzMYDJg5cya2bNmi48xIBGryQ5Zl3HXXXbj++uvx7W9/W6+pkg7U5EdVVRUaGxsBAA0NDdi4cSPGjBmjy3yp96jJjSeffBKnTp3C8ePH8dRTT+Hee+/F0qVL9ZoykV94/kRKeP5ESnj+RL6Idv7EhaAIVlNTA7fbjf79+3d6vX///qisrGz/fubMmbjjjjuwZs0aZGVl8SQnSqjJj88//xyrVq3C22+/jby8POTl5WHv3r16TJd6mZr8OHHiBKZNm4bc3FxMmzYN999/P8aPH6/HdKkXqf1sIQpXPH8iJTx/IiU8fyJfRDt/MvX6O5Jw1q5dq/cUSFDXXHMNPB6P3tMgQeXn56OkpETvaZDg7rrrLr2nQBQSPH8iX3j+REp4/kRqhPr8iXcERbDMzEwYjcYuxceqqqowYMAAnWZFomB+kBLmB/nC3KBIxxwnJcwPUsL8IF9Eyw0uBEWwmJgYTJo0CevWrWt/zePxYN26dZg6daqOMyMRMD9ICfODfGFuUKRjjpMS5gcpYX6QL6LlBh8NC3NNTU04cuRI+/fl5eUoKSlBRkYGcnJysGTJEixatAiTJ09Gfn4+li9fDqvVirvvvlvHWVNvYX6QEuYH+cLcoEjHHCclzA9SwvwgX8IqN0KyFxn1mvXr18sAuvxZtGhRe59nn31WzsnJkWNiYuT8/Hx569at+k2YehXzg5QwP8gX5gZFOuY4KWF+kBLmB/kSTrkhybIsh26ZiYiIiIiIiIiIRMEaQUREREREREREUYILQUREREREREREUYILQUREREREREREUYILQUREREREREREUYILQUREREREREREUYILQUREREREREREUYILQUREREREREREUYILQUREREREREREUYILQUREREREREREUYILQUREREREREREUYILQUREREREREREUYILQUREREREREREUYILQUREREREREREUeL/A0+nXOiUYJZLAAAAAElFTkSuQmCC",
"text/plain": [
"<Figure size 1400x500 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 1400x500 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"for bench_name in [\"SNEB\", \"SWEB\", \"SDB1\"]:\n",
" in_index = 0\n",
" if bench_name == \"SDB1\":\n",
" in_index = 0\n",
" quad_index = (1 + in_index) % 2\n",
" Figure = figure(figsize=(14, 5))\n",
" _ = Figure.suptitle(\n",
" \"Comparaison des fonctions de transfert pour {}\".format(\n",
" bench_name\n",
" )\n",
" )\n",
" ax = Figure.add_subplot(1, 2, 1)\n",
" _ = ax.loglog(\n",
" quad_tf[bench_name].f,\n",
" abs(quad_tf[bench_name].get(C_B1_DETECTOR))\n",
" / abs(quad_tf[\"DARM\"].get(C_B1_DETECTOR))\n",
" / model.space_NI_NE.L.eval(),\n",
" label=\"Quadrature de phase\",\n",
" )\n",
" _ = ax.loglog(\n",
" in_tf[bench_name].f,\n",
" abs(in_tf[bench_name].get(C_B1_DETECTOR))\n",
" / abs(in_tf[\"DARM\"].get(C_B1_DETECTOR))\n",
" / model.space_NI_NE.L.eval(),\n",
" label=\"En phase\",\n",
" )\n",
" _ = ax.set_title(\"SR misaligned (2 µrad)\")\n",
" _ = ax.legend()\n",
" ax.grid(True, \"both\", \"both\")\n",
" ax = Figure.add_subplot(1, 2, 2)\n",
" _ = ax.loglog(\n",
" TEM00_TF_qu[bench_name].f,\n",
" abs(TEM00_TF_qu[bench_name][\"B1.I\", \"{}_z\".format(bench_name)])\n",
" / abs(TEM00_TF_qu[\"DARM\"][\"B1.I\", \"DARM\"])\n",
" / model.space_NI_NE.L.eval(),\n",
" label=\"Quadrature de phase\",\n",
" )\n",
" _ = ax.loglog(\n",
" TEM00_TF_in[bench_name].f,\n",
" abs(TEM00_TF_in[bench_name][\"B1.I\", \"{}_z\".format(bench_name)])\n",
" / abs(TEM00_TF_in[\"DARM\"][\"B1.I\", \"DARM\"])\n",
" / model.space_NI_NE.L.eval(),\n",
" label=\"En phase\",\n",
" )\n",
" _ = ax.set_title(\"SR aligned\")\n",
" _ = ax.legend()\n",
" ax.grid(True, \"both\", \"both\")\n",
" show()"
]
},
{
"cell_type": "markdown",
"id": "0c70d12b-b5ae-44b7-b0d3-6f054b697300",
"metadata": {},
"source": [
"### En fonction du module/phase"
]
},
{
"cell_type": "code",
"execution_count": 33,
"id": "cb1fd40c-83bb-4dc3-b259-7dd3a08d3b6b",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 1400x500 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 1400x500 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 1400x500 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"for bench_name in [\"SNEB\", \"SWEB\", \"SDB1\"]:\n",
" Figure = figure(figsize=(14, 5))\n",
" _ = Figure.suptitle(\n",
" \"Comparaison des fonctions de transfert pour {}\".format(\n",
" bench_name\n",
" )\n",
" )\n",
" ax = Figure.add_subplot(1, 2, 1)\n",
" _ = ax.loglog(\n",
" quad_tf[bench_name].f,\n",
" abs(quad_tf[bench_name].get(C_B1_DETECTOR))\n",
" / abs(quad_tf[\"DARM\"].get(C_B1_DETECTOR))\n",
" / model.space_NI_NE.L.eval(),\n",
" label=\"Quadrature de phase\",\n",
" )\n",
" _ = ax.loglog(\n",
" in_tf[bench_name].f,\n",
" abs(in_tf[bench_name].get(C_B1_DETECTOR))\n",
" / abs(in_tf[\"DARM\"].get(C_B1_DETECTOR))\n",
" / model.space_NI_NE.L.eval(),\n",
" label=\"En phase\",\n",
" )\n",
" _ = ax.set_title(\"Module\")\n",
" _ = ax.legend()\n",
" ax.grid(True, \"both\", \"both\")\n",
" ax = Figure.add_subplot(1, 2, 2)\n",
" _ = ax.semilogx(\n",
" quad_tf[bench_name].f,\n",
" angle(quad_tf[bench_name].get(C_B1_DETECTOR)) * 180 / pi,\n",
" label=\"Quadrature de phase\",\n",
" )\n",
" _ = ax.semilogx(\n",
" in_tf[bench_name].f,\n",
" angle(in_tf[bench_name].get(C_B1_DETECTOR)) * 180 / pi,\n",
" label=\"En phase\",\n",
" )\n",
" _ = ax.set_title(\"Phase\")\n",
" _ = ax.legend()\n",
" ax.grid(True, \"both\", \"both\")\n",
" show()"
]
},
{
"cell_type": "code",
"execution_count": 34,
"id": "99dbfa5a-df5c-4d48-ae76-546b7bae7092",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[0 0]\n",
"[1 0]\n",
"[0 1]\n",
"[2 0]\n",
"[1 1]\n",
"[0 2]\n",
"[3 0]\n",
"[2 1]\n",
"[1 2]\n",
"[0 3]\n",
"[4 0]\n",
"[3 1]\n",
"[2 2]\n",
"[1 3]\n",
"[0 4]\n",
"[5 0]\n",
"[4 1]\n",
"[3 2]\n",
"[2 3]\n",
"[1 4]\n",
"[0 5]\n",
"[6 0]\n",
"[5 1]\n",
"[4 2]\n",
"[3 3]\n",
"[2 4]\n",
"[1 5]\n",
"[0 6]\n",
"[7 0]\n",
"[6 1]\n",
"[5 2]\n",
"[4 3]\n",
"[3 4]\n",
"[2 5]\n",
"[1 6]\n",
"[0 7]\n",
"[8 0]\n",
"[7 1]\n",
"[6 2]\n",
"[5 3]\n",
"[4 4]\n",
"[3 5]\n",
"[2 6]\n",
"[1 7]\n",
"[0 8]\n",
"[9 0]\n",
"[8 1]\n",
"[7 2]\n",
"[6 3]\n",
"[5 4]\n",
"[4 5]\n",
"[3 6]\n",
"[2 7]\n",
"[1 8]\n",
"[0 9]\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/home/demagny/codes/python/finesse/finesse-simulation-04/.venv/lib/python3.13/site-packages/finesse/utilities/homs.py:113: UserWarning: Ignoring maxtem argument given to make_modes as an iterable has already been provided.\n",
" warn(\n"
]
}
],
"source": [
"modes = model.modes()\n",
"for mode in modes:\n",
" print(mode)\n",
" name = \"B1_power_{}_{}\".format(*mode)\n",
" model.add(PowerDetector(name, model.SDB1.p2.o))\n",
" temp_modes = [list(mode) for mode in modes]\n",
" temp_modes.remove(list(mode))\n",
" model.get(name).select_mask(temp_modes)\n",
"\n",
"result = model.run(Noxaxis())"
]
},
{
"cell_type": "code",
"execution_count": 58,
"id": "14d5e48d-81b5-48ad-9391-70e0fc471779",
"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\">┏━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━┓\n",
"┃<span style=\"font-weight: bold\"> Mode </span>┃<span style=\"font-weight: bold\"> </span>┃<span style=\"font-weight: bold\"> </span>┃<span style=\"font-weight: bold\"> </span>┃<span style=\"font-weight: bold\"> </span>┃<span style=\"font-weight: bold\"> </span>┃<span style=\"font-weight: bold\"> </span>┃<span style=\"font-weight: bold\"> </span>┃<span style=\"font-weight: bold\"> </span>┃<span style=\"font-weight: bold\"> </span>┃<span style=\"font-weight: bold\"> </span>┃\n",
"┃<span style=\"font-weight: bold\"> n\\m </span>┃<span style=\"font-weight: bold\"> 0 </span>┃<span style=\"font-weight: bold\"> 1 </span>┃<span style=\"font-weight: bold\"> 2 </span>┃<span style=\"font-weight: bold\"> 3 </span>┃<span style=\"font-weight: bold\"> 4 </span>┃<span style=\"font-weight: bold\"> 5 </span>┃<span style=\"font-weight: bold\"> 6 </span>┃<span style=\"font-weight: bold\"> 7 </span>┃<span style=\"font-weight: bold\"> 8 </span>┃<span style=\"font-weight: bold\"> 9 </span>┃\n",
"┡━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━┩\n",
"│ 0 │ 7.895 │ 0.000 │ 0.029 │ 0.000 │ 0.000 │ 0.000 │ 0.000 │ 0.000 │ 0.000 │ 0.000 │\n",
"│ │ mW │ mW │ mW │ mW │ mW │ mW │ mW │ mW │ mW │ mW │\n",
"├────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┤\n",
"│ 1 │ 1.918 │ 0.000 │ 0.008 │ 0.000 │ 0.000 │ 0.000 │ 0.000 │ 0.000 │ 0.000 │ │\n",
"│ │ mW │ mW │ mW │ mW │ mW │ mW │ mW │ mW │ mW │ │\n",
"├────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┤\n",
"│ 2 │ 1.043 │ 0.000 │ 0.004 │ 0.000 │ 0.000 │ 0.000 │ 0.000 │ 0.000 │ │ │\n",
"│ │ mW │ mW │ mW │ mW │ mW │ mW │ mW │ mW │ │ │\n",
"├────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┤\n",
"│ 3 │ 0.835 │ 0.000 │ 0.004 │ 0.000 │ 0.000 │ 0.000 │ 0.000 │ │ │ │\n",
"│ │ mW │ mW │ mW │ mW │ mW │ mW │ mW │ │ │ │\n",
"├────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┤\n",
"│ 4 │ 0.474 │ 0.000 │ 0.002 │ 0.000 │ 0.000 │ 0.000 │ │ │ │ │\n",
"│ │ mW │ mW │ mW │ mW │ mW │ mW │ │ │ │ │\n",
"├────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┤\n",
"│ 5 │ 0.462 │ 0.000 │ 0.002 │ 0.000 │ 0.000 │ │ │ │ │ │\n",
"│ │ mW │ mW │ mW │ mW │ mW │ │ │ │ │ │\n",
"├────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┤\n",
"│ 6 │ 0.255 │ 0.000 │ 0.001 │ 0.000 │ │ │ │ │ │ │\n",
"│ │ mW │ mW │ mW │ mW │ │ │ │ │ │ │\n",
"├────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┤\n",
"│ 7 │ 0.302 │ 0.000 │ 0.001 │ │ │ │ │ │ │ │\n",
"│ │ mW │ mW │ mW │ │ │ │ │ │ │ │\n",
"├────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┤\n",
"│ 8 │ 0.156 │ 0.000 │ │ │ │ │ │ │ │ │\n",
"│ │ mW │ mW │ │ │ │ │ │ │ │ │\n",
"├────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┤\n",
"│ 9 │ 0.147 │ │ │ │ │ │ │ │ │ │\n",
"│ │ mW │ │ │ │ │ │ │ │ │ │\n",
"└────────┴────────┴────────┴────────┴────────┴────────┴────────┴────────┴────────┴────────┴────────┘\n",
"</pre>\n"
],
"text/plain": [
"┏━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━┓\n",
"┃\u001b[1m \u001b[0m\u001b[1mMode \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m┃\n",
"┃\u001b[1m \u001b[0m\u001b[1mn\\m \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1m0 \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1m1 \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1m2 \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1m3 \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1m4 \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1m5 \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1m6 \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1m7 \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1m8 \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1m9 \u001b[0m\u001b[1m \u001b[0m┃\n",
"┡━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━┩\n",
"│ 0 │ 7.895 │ 0.000 │ 0.029 │ 0.000 │ 0.000 │ 0.000 │ 0.000 │ 0.000 │ 0.000 │ 0.000 │\n",
"│ │ mW │ mW │ mW │ mW │ mW │ mW │ mW │ mW │ mW │ mW │\n",
"├────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┤\n",
"│ 1 │ 1.918 │ 0.000 │ 0.008 │ 0.000 │ 0.000 │ 0.000 │ 0.000 │ 0.000 │ 0.000 │ │\n",
"│ │ mW │ mW │ mW │ mW │ mW │ mW │ mW │ mW │ mW │ │\n",
"├────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┤\n",
"│ 2 │ 1.043 │ 0.000 │ 0.004 │ 0.000 │ 0.000 │ 0.000 │ 0.000 │ 0.000 │ │ │\n",
"│ │ mW │ mW │ mW │ mW │ mW │ mW │ mW │ mW │ │ │\n",
"├────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┤\n",
"│ 3 │ 0.835 │ 0.000 │ 0.004 │ 0.000 │ 0.000 │ 0.000 │ 0.000 │ │ │ │\n",
"│ │ mW │ mW │ mW │ mW │ mW │ mW │ mW │ │ │ │\n",
"├────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┤\n",
"│ 4 │ 0.474 │ 0.000 │ 0.002 │ 0.000 │ 0.000 │ 0.000 │ │ │ │ │\n",
"│ │ mW │ mW │ mW │ mW │ mW │ mW │ │ │ │ │\n",
"├────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┤\n",
"│ 5 │ 0.462 │ 0.000 │ 0.002 │ 0.000 │ 0.000 │ │ │ │ │ │\n",
"│ │ mW │ mW │ mW │ mW │ mW │ │ │ │ │ │\n",
"├────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┤\n",
"│ 6 │ 0.255 │ 0.000 │ 0.001 │ 0.000 │ │ │ │ │ │ │\n",
"│ │ mW │ mW │ mW │ mW │ │ │ │ │ │ │\n",
"├────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┤\n",
"│ 7 │ 0.302 │ 0.000 │ 0.001 │ │ │ │ │ │ │ │\n",
"│ │ mW │ mW │ mW │ │ │ │ │ │ │ │\n",
"├────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┤\n",
"│ 8 │ 0.156 │ 0.000 │ │ │ │ │ │ │ │ │\n",
"│ │ mW │ mW │ │ │ │ │ │ │ │ │\n",
"├────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┤\n",
"│ 9 │ 0.147 │ │ │ │ │ │ │ │ │ │\n",
"│ │ mW │ │ │ │ │ │ │ │ │ │\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\">Total: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">13.538</span> mW\n",
"</pre>\n"
],
"text/plain": [
"Total: \u001b[1;36m13.538\u001b[0m mW\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\">SDB1 DC see <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">13.538</span> mW\n",
"</pre>\n"
],
"text/plain": [
"SDB1 DC see \u001b[1;36m13.538\u001b[0m mW\n"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"table = Table(width=100, show_lines=True)\n",
"table.add_column(\"Mode n\\\\m\")\n",
"for m in range(10):\n",
" table.add_column(\"{}\".format(m))\n",
"\n",
"for n in range(10):\n",
" row: list[str] = []\n",
" for m in range(10):\n",
" if n + m < 10:\n",
" name = \"B1_power_{}_{}\".format(n, m)\n",
" row.append(\"{:.3f} mW\".format(result[name] * 1e3))\n",
" table.add_row(\"{}\".format(n), *row)\n",
"console.print(table)\n",
"\n",
"somme = 0\n",
"for mode in modes:\n",
" name = \"B1_power_{}_{}\".format(*mode)\n",
" somme += result[name]\n",
"\n",
"console.print(\"Total: {:.3f} mW\".format(somme * 1e3))\n",
"console.print(\"SDB1 DC see {:.3f} mW\".format(result[\"SDB1_DC\"] * 1e3))"
]
},
{
"cell_type": "code",
"execution_count": 85,
"id": "5225d57b-db93-4141-a80f-745b524506ea",
"metadata": {},
"outputs": [],
"source": [
"HOM_data = zeros((10, 10))"
]
},
{
"cell_type": "code",
"execution_count": 86,
"id": "f0cfcf48-2981-48e2-84ab-f3337fcfa4c7",
"metadata": {},
"outputs": [],
"source": [
"for n in range(10):\n",
" for m in range(10):\n",
" if n + m < 10:\n",
" HOM_data[n, m] = result[\"B1_power_{}_{}\".format(n, m)]"
]
},
{
"cell_type": "code",
"execution_count": 115,
"id": "c738e4fb-1da8-4eec-93c9-57cac7ad1f3a",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"Figure = figure()\n",
"_ = (\n",
" Figure.gca()\n",
" .matshow(HOM_data * 1e3, norm=LogNorm(vmin=1e-5, vmax=10))\n",
" .axes.figure.colorbar(Figure.gca().images[0], label=\"Power (mW)\")\n",
" .mappable.figure.gca()\n",
" .set_xlabel(\"n\")\n",
" .figure.gca()\n",
" .set_ylabel(\"m\")\n",
" .figure.gca()\n",
" .set_title(\"power distribution on modes\")\n",
" .figure.gca()\n",
" .set_xticks(range(0, 10, 1))\n",
")\n",
"_ = Figure.gca().set_yticks(range(0, 10, 1))\n",
"show()"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "ccf2b8f6-0c76-4315-b4f1-d86ee6fb27e4",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.13.2"
}
},
"nbformat": 4,
"nbformat_minor": 5
}