{ "cells": [ { "cell_type": "markdown", "id": "61b48526", "metadata": {}, "source": [ "# A.7 Qiskit Metal tutorial for IMS 2022" ] }, { "cell_type": "markdown", "id": "2a9a22c9", "metadata": {}, "source": [ "[![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/qiskit-community/qiskit-metal/blob/main/docs/circuit-examples/full-design-flow-examples/A.7-IMS-2022-workshop.ipynb)\n", "[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/qiskit-community/qiskit-metal/main?labpath=docs%2Fcircuit-examples%2Ffull-design-flow-examples%2FA.7-IMS-2022-workshop.ipynb)\n", "\n", "> 💡 **Running in Colab or Binder?** Skip the desktop GUI install — the cell below grabs the lite (no-Qt) wheel, and `qm.gui(design)` auto-picks an inline matplotlib viewer with the same API as the desktop `MetalGUI`." ] }, { "cell_type": "markdown", "id": "simulation-pathways", "metadata": {}, "source": [ "> 🧭 **Other simulation pathways.** This notebook uses Ansys, which needs a license. Without one, the same kind of result can come from the open-source ElmerFEM path for capacitance (tutorial 4.19) or the pip-installable gmsh + scikit-fem solver for eigenmodes, couplings and capacitance (tutorials 4.43–4.45); AWS Palace is available through SQDMetal, with a native integration in progress. [Simulation pathways](https://qiskit-community.github.io/qiskit-metal/simulation-pathways.html) summarizes what each solver computes, how to install it, and which tutorials use it." ] }, { "cell_type": "code", "execution_count": 2, "id": "a7d671d5", "metadata": {}, "outputs": [], "source": [ "# In Colab / Binder, uncomment to install Quantum Metal (lite, no Qt).\n", "# Locally you should already have it via `pip install quantum-metal` or\n", "# `pip install 'quantum-metal[gui]'` for the desktop GUI.\n", "# !pip install -q quantum-metal" ] }, { "cell_type": "markdown", "id": "92e3867c", "metadata": {}, "source": [ "> 💡 **Desktop GUI or inline.** `metal.gui(design)` opens the desktop `MetalGUI` when Qt and a display are available and falls back to an inline viewer (Colab, Binder, a server) with the same API, so `gui.rebuild()` and `gui.screenshot()` work in both. See [1.1 Quick start](https://qiskit-community.github.io/qiskit-metal/tut/1-Overview/1.1-Quick-start.html) and [`docs/headless-usage.rst`](https://qiskit-community.github.io/qiskit-metal/headless-usage.html).\n", ">\n", "> The layout and the GDS export run anywhere. The simulation cells use Ansys Q3D and HFSS on Windows; they are shown here without outputs, and the screenshots below them are the results from the workshop run." ] }, { "cell_type": "code", "execution_count": 3, "id": "c562d9a6", "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "text/plain": "", "text/html": "\n

Welcome to Qiskit Metal!

\n " } } ], "source": [ "import qiskit_metal as metal\n", "from qiskit_metal import designs, draw\n", "from qiskit_metal import MetalGUI, Dict, open_docs\n", "\n", "%metal_heading Welcome to Qiskit Metal!" ] }, { "cell_type": "markdown", "id": "f1b37e07", "metadata": {}, "source": [ "Welcome to Qiskit Metal! \n", "\n", "For this example tutorial, we will attempt to create a multi qubit chip with a variety of components. We will want to generate the layout, simulate/analyze and tune the chip to hit the parameters we are wanting, and finally rendering to a GDS file.\n", "\n", "One could generate subsections of the layout and tune individual components first, but in this case we will create all of the layout. We will be using transmon pockets, meandered and simple transmission lines, capacitive couplers, and launchers for wirebond connections. So we will import these, and also create a design instance and launch the GUI.\n", "\n", "We will aim for the following parameters on our chip;\n", "\n", "- qubit frequency => 4.8, 5, 5.2 GHz\n", "- qubit anharmonicity => 300 MHz\n", "- qubit-bus (g) => 80 MHz\n", "- qubit-readout (chi) => 1 MHz\n", "- bus frequency (bus_01, bus_02, bus_12) => 5.8, 6.0, 6.2 GHz\n", "- readout frequencies => 6.8, 7, 7.2 GHz\n", "- readout Q_external => 2000" ] }, { "cell_type": "markdown", "id": "94fa900d", "metadata": {}, "source": [ "## Layout" ] }, { "cell_type": "code", "execution_count": 4, "id": "431ac810", "metadata": {}, "outputs": [], "source": [ "from qiskit_metal.qlibrary.qubits.transmon_pocket_6 import TransmonPocket6\n", "\n", "from qiskit_metal.qlibrary.tlines.meandered import RouteMeander\n", "from qiskit_metal.qlibrary.tlines.pathfinder import RoutePathfinder\n", "from qiskit_metal.qlibrary.tlines.straight_path import RouteStraight\n", "\n", "from qiskit_metal.qlibrary.lumped.cap_n_interdigital import CapNInterdigital\n", "from qiskit_metal.qlibrary.couplers.cap_n_interdigital_tee import CapNInterdigitalTee\n", "\n", "from qiskit_metal.qlibrary.terminations.launchpad_wb import LaunchpadWirebond" ] }, { "cell_type": "code", "execution_count": 5, "id": "6bb6b411", "metadata": {}, "outputs": [], "source": [ "design = metal.designs.DesignPlanar()\n", "\n", "gui = metal.gui(design)" ] }, { "cell_type": "markdown", "id": "7f2e6962", "metadata": {}, "source": [ "Since we are likely to be making many changes while tuning and modifying our design, we will enable overwriting. We can also check all of the chip properties to see if we want to change the size of the chip or any other parameter." ] }, { "cell_type": "code", "execution_count": 6, "id": "38219f3d", "metadata": {}, "outputs": [ { "output_type": "execute_result", "metadata": {}, "data": { "text/plain": "{'material': 'silicon',\n 'layer_start': '0',\n 'layer_end': '2048',\n 'size': {'center_x': '0.0mm',\n 'center_y': '0.0mm',\n 'center_z': '0.0mm',\n 'size_x': '9mm',\n 'size_y': '6mm',\n 'size_z': '-750um',\n 'sample_holder_top': '890um',\n 'sample_holder_bottom': '1650um'}}" }, "execution_count": 6 } ], "source": [ "design.overwrite_enabled = True\n", "design.chips.main" ] }, { "cell_type": "markdown", "id": "b28d657a", "metadata": {}, "source": [ "For this tutorial, we can say we have a chip of dimensions 6 mm x 6 mm to work with." ] }, { "cell_type": "code", "execution_count": 7, "id": "5ec7a149", "metadata": {}, "outputs": [], "source": [ "design.chips.main.size.size_x = \"6mm\"\n", "design.chips.main.size.size_y = \"6mm\"" ] }, { "cell_type": "markdown", "id": "d778a62d", "metadata": {}, "source": [ "### The Qubits" ] }, { "cell_type": "markdown", "id": "6337b96e", "metadata": {}, "source": [ "We will add three different transmon pocket qubits to the chip. We can see any options the qubit qcomponent has to figure out what we might want to modify when creating the component. This will include the components default options (which the component designer included) as well as renderer options (which are added based on what renderers are present in your installation of Metal).\n", "\n", "We will aim for our qubits to be around 4.8, 5 and 5.2 GHz, for Qubit 0, 1 and 2 respectively, each with anharmonicity of roughly ~300 Mhz. We will aim for a `g` of ~80 MHz to the bus resonators, and a readout `chi` of ~1 MHz. This will require tuning of our layout which we will accomplish later via simulation and analysis, and also explain in more depth." ] }, { "cell_type": "code", "execution_count": 8, "id": "869c9fd8", "metadata": {}, "outputs": [ { "output_type": "execute_result", "metadata": {}, "data": { "text/plain": "{'pos_x': '0.0um',\n 'pos_y': '0.0um',\n 'orientation': '0.0',\n 'chip': 'main',\n 'layer': '1',\n 'connection_pads': {},\n '_default_connection_pads': {'pad_gap': '15um',\n 'pad_width': '125um',\n 'pad_height': '30um',\n 'pad_cpw_shift': '0um',\n 'pad_cpw_extent': '25um',\n 'cpw_width': '10um',\n 'cpw_gap': '6um',\n 'cpw_extend': '100um',\n 'pocket_extent': '5um',\n 'pocket_rise': '0um',\n 'loc_W': '+1',\n 'loc_H': '+1'},\n 'pad_gap': '30um',\n 'inductor_width': '20um',\n 'pad_width': '455um',\n 'pad_height': '90um',\n 'pocket_width': '650um',\n 'pocket_height': '650um',\n 'hfss_wire_bonds': False,\n 'q3d_wire_bonds': False,\n 'aedt_q3d_wire_bonds': False,\n 'aedt_hfss_wire_bonds': False,\n 'hfss_inductance': '10nH',\n 'hfss_capacitance': 0,\n 'hfss_resistance': 0,\n 'hfss_mesh_kw_jj': 7e-06,\n 'q3d_inductance': '10nH',\n 'q3d_capacitance': 0,\n 'q3d_resistance': 0,\n 'q3d_mesh_kw_jj': 7e-06,\n 'gds_cell_name': 'my_other_junction',\n 'aedt_q3d_inductance': 1e-08,\n 'aedt_q3d_capacitance': 0,\n 'aedt_hfss_inductance': 1e-08,\n 'aedt_hfss_capacitance': 0}" }, "execution_count": 8 } ], "source": [ "TransmonPocket6.get_template_options(design)" ] }, { "cell_type": "code", "execution_count": 9, "id": "79c2396d", "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": { "image/png": { "width": 500 } }, "data": { "image/png": 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", "text/plain": "" } } ], "source": [ "q_0 = TransmonPocket6(\n", " design,\n", " \"Q_0\",\n", " options=dict(\n", " pos_x=\"-1.25mm\",\n", " pos_y=\"0.5mm\",\n", " gds_cell_name=\"FakeJunction_01\",\n", " hfss_inductance=\"14nH\",\n", " pad_width=\"425 um\",\n", " pocket_height=\"650um\",\n", " connection_pads=dict(\n", " readout=dict(loc_W=0, loc_H=1, pad_width=\"80um\", pad_gap=\"50um\"),\n", " bus_01=dict(loc_W=1, loc_H=-1, pad_width=\"60um\", pad_gap=\"10um\"),\n", " bus_02=dict(loc_W=-1, loc_H=-1, pad_width=\"60um\", pad_gap=\"10um\"),\n", " ),\n", " ),\n", ")\n", "\n", "q_1 = TransmonPocket6(\n", " design,\n", " \"Q_1\",\n", " options=dict(\n", " pos_x=\"1.25mm\",\n", " pos_y=\"0.5mm\",\n", " gds_cell_name=\"FakeJunction_01\",\n", " hfss_inductance=\"14nH\",\n", " pad_width=\"425 um\",\n", " pocket_height=\"650um\",\n", " connection_pads=dict(\n", " readout=dict(loc_W=0, loc_H=1, pad_width=\"80um\", pad_gap=\"50um\"),\n", " bus_01=dict(loc_W=-1, loc_H=-1, pad_width=\"60um\", pad_gap=\"10um\"),\n", " bus_12=dict(loc_W=1, loc_H=-1, pad_width=\"60um\", pad_gap=\"10um\"),\n", " ),\n", " ),\n", ")\n", "\n", "\n", "q_2 = TransmonPocket6(\n", " design,\n", " \"Q_2\",\n", " options=dict(\n", " pos_x=\"0mm\",\n", " pos_y=\"-1.35mm\",\n", " gds_cell_name=\"FakeJunction_01\",\n", " hfss_inductance=\"14nH\",\n", " pad_width=\"425 um\",\n", " pocket_height=\"650um\",\n", " connection_pads=dict(\n", " readout=dict(loc_W=0, loc_H=-1, pad_width=\"80um\", pad_gap=\"50um\"),\n", " bus_02=dict(loc_W=-1, loc_H=1, pad_width=\"60um\", pad_gap=\"10um\"),\n", " bus_12=dict(loc_W=1, loc_H=1, pad_width=\"60um\", pad_gap=\"10um\"),\n", " ),\n", " ),\n", ")\n", "\n", "gui.rebuild()\n", "gui.autoscale()\n", "gui.screenshot()" ] }, { "cell_type": "markdown", "id": "f383565a", "metadata": {}, "source": [ "### The Busses" ] }, { "cell_type": "markdown", "id": "d3f4e6e0", "metadata": {}, "source": [ "We now couple the qubits to each other, primarily using RouteMeander. Although one needs to run simulations to properly tune the line lengths for target frequencies, an initial estimate could be determined from the below method;" ] }, { "cell_type": "code", "execution_count": 10, "id": "deadd4f7", "metadata": {}, "outputs": [], "source": [ "from qiskit_metal.analyses.em.cpw_calculations import guided_wavelength\n", "\n", "\n", "def find_resonator_length(frequency, line_width, line_gap, N):\n", " # frequency in GHz\n", " # line_width/line_gap in um\n", " # N -> 2 for lambda/2, 4 for lambda/4\n", " # substrate dimensions and properties already set\n", "\n", " [lambdaG, etfSqrt, q] = guided_wavelength(\n", " frequency * 10**9,\n", " line_width * 10**-6,\n", " line_gap * 10**-6,\n", " 750 * 10**-6,\n", " 200 * 10**-9,\n", " 11.9,\n", " )\n", " return str(lambdaG / N * 10**3) + \" mm\"" ] }, { "cell_type": "code", "execution_count": 11, "id": "29a6869b", "metadata": {}, "outputs": [ { "output_type": "stream", "name": "stdout", "text": "Help on function guided_wavelength in module qiskit_metal.analyses.em.cpw_calculations:\n\nguided_wavelength(freq, line_width, line_gap, substrate_thickness, film_thickness, dielectric_constant=11.45)\n A simple calculator to determine the guided wavelength of a planar CPW\n transmission line. Assumes the substrate has relative permeability of 1.\n Assumes package grounds are far away.\n \n Args:\n freq (float): The frequency of interest, in Hz (eg. 5*10**9).\n line_width (float): The width of the CPW trace (center) line, in meters (eg. 10*10**-6).\n line_gap (float): The width of the CPW gap (dielectric space), in meters (eg. 6*10**-6).\n substrate_thickness (float): Thickness of the dielectric substrate, in meters (eg. 760*10**-6).\n film_thickness (float): Thickness of the thin film, in meters (eg. 200*10**-9).\n dielectric_constant (float): The relative permittivity of the substrate.\n Defaults to 11.45, the value for Silicon at cryogenic temperatures.\n \n Returns:\n tuple: Contents outlined below\n \n Tuple contents:\n * lambdaG: The guided wavelength of the CPW based on the input parameters, in meters.\n This value is for a full wavelength. Divide by 2 for a lambda/2 resonator, 4 for a lambda/4.\n * etfSqrt: Effective dielectric constant (accounting for film thickness)\n * q: Filling factor\n\n" } ], "source": [ "help(guided_wavelength)" ] }, { "cell_type": "markdown", "id": "07831322", "metadata": {}, "source": [ "We will first add the bus resonator between qubits 0 and 1. We can accomplish this easily via the `RouteMeander` qcomponent.\n", "We merely have to state the two pins we wish to have connected, the width/gap of the CPW transmission line, and the total desired length. To determine the pins that we need to input to the route components, we can look at the GUI, or via the pin dictionary of the component, eg." ] }, { "cell_type": "code", "execution_count": 12, "id": "38845297", "metadata": {}, "outputs": [ { "output_type": "execute_result", "metadata": {}, "data": { "text/plain": "dict_keys(['readout', 'bus_01', 'bus_02'])" }, "execution_count": 12 } ], "source": [ "q_0.pins.keys()" ] }, { "cell_type": "markdown", "id": "62235eee", "metadata": {}, "source": [ "We will aim for ~5.8 GHz for this bus resonator, which we can find via;" ] }, { "cell_type": "code", "execution_count": 13, "id": "28aedbf4", "metadata": {}, "outputs": [ { "output_type": "execute_result", "metadata": {}, "data": { "text/plain": "'10.309946737161443 mm'" }, "execution_count": 13 } ], "source": [ "find_resonator_length(5.8, 10, 6, 2) # Note: What might be wrong with this length?" ] }, { "cell_type": "code", "execution_count": 14, "id": "4bcf8f8e", "metadata": {}, "outputs": [], "source": [ "bus_01 = RouteMeander(\n", " design,\n", " \"Bus_01\",\n", " options=dict(\n", " hfss_wire_bonds=True,\n", " pin_inputs=Dict(\n", " start_pin=Dict(component=\"Q_0\", pin=\"bus_01\"),\n", " end_pin=Dict(component=\"Q_1\", pin=\"bus_01\"),\n", " ),\n", " lead=Dict(start_straight=\"125um\", end_straight=\"125um\"),\n", " meander=Dict(asymmetry=\"50um\"),\n", " fillet=\"99um\",\n", " total_length=\"10.3mm\",\n", " ),\n", ")\n", "\n", "gui.rebuild()\n", "gui.autoscale()" ] }, { "cell_type": "markdown", "id": "d4b17289", "metadata": {}, "source": [ "We now add in two more resonator busses, from Qubit 0 to Qubit 2, and Qubit 1 to Qubit 2. We will target frequencies of ~6 GHz and ~6.2 GHz respectively. We again generate the resonator with `RouteMeander` using minimal options, and change the lead lengths, jogs and asymmetry to have the resonator placed in a manner best fitting the desired overall layout." ] }, { "cell_type": "code", "execution_count": 15, "id": "ef5ee6d0", "metadata": {}, "outputs": [], "source": [ "bus_02 = RouteMeander(\n", " design,\n", " \"Bus_02\",\n", " options=dict(\n", " hfss_wire_bonds=True,\n", " pin_inputs=Dict(\n", " start_pin=Dict(component=\"Q_0\", pin=\"bus_02\"),\n", " end_pin=Dict(component=\"Q_2\", pin=\"bus_02\"),\n", " ),\n", " lead=Dict(start_straight=\"125um\", end_straight=\"125um\"),\n", " meander=Dict(asymmetry=\"50um\"),\n", " fillet=\"99um\",\n", " total_length=\"10mm\",\n", " ),\n", ")\n", "\n", "\n", "bus_12 = RouteMeander(\n", " design,\n", " \"Bus_12\",\n", " options=dict(\n", " hfss_wire_bonds=True,\n", " pin_inputs=Dict(\n", " start_pin=Dict(component=\"Q_1\", pin=\"bus_12\"),\n", " end_pin=Dict(component=\"Q_2\", pin=\"bus_12\"),\n", " ),\n", " lead=Dict(start_straight=\"125um\", end_straight=\"125um\"),\n", " meander=Dict(asymmetry=\"50um\"),\n", " fillet=\"99um\",\n", " total_length=\"9.7mm\",\n", " ),\n", ")\n", "\n", "\n", "gui.rebuild()\n", "gui.autoscale()" ] }, { "cell_type": "markdown", "id": "60b67eec", "metadata": {}, "source": [ "We can see these result in some meandered cpws that are not laid out optimally. So we will modify some of the component options, such as the leadin values, and add some jogs to have it laid out in the manner we would like." ] }, { "cell_type": "code", "execution_count": 16, "id": "ecd4c70c", "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": { "image/png": { "width": 500 } }, "data": { "image/png": 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", "text/plain": "" } } ], "source": [ "from collections import OrderedDict\n", "\n", "bus_01 = RouteMeander(\n", " design,\n", " \"Bus_01\",\n", " options=dict(\n", " hfss_wire_bonds=True,\n", " pin_inputs=Dict(\n", " start_pin=Dict(component=\"Q_0\", pin=\"bus_01\"),\n", " end_pin=Dict(component=\"Q_1\", pin=\"bus_01\"),\n", " ),\n", " lead=Dict(start_straight=\"125um\", end_straight=\"125um\"),\n", " meander=Dict(asymmetry=\"-350um\"),\n", " fillet=\"99um\",\n", " total_length=\"10.3mm\",\n", " ),\n", ")\n", "\n", "\n", "jogs_start = OrderedDict()\n", "jogs_start[0] = [\"L\", \"350um\"]\n", "jogs_start[1] = [\"L\", \"500um\"]\n", "\n", "bus_02 = RouteMeander(\n", " design,\n", " \"Bus_02\",\n", " options=dict(\n", " hfss_wire_bonds=True,\n", " pin_inputs=Dict(\n", " start_pin=Dict(component=\"Q_0\", pin=\"bus_02\"),\n", " end_pin=Dict(component=\"Q_2\", pin=\"bus_02\"),\n", " ),\n", " lead=Dict(\n", " start_straight=\"125um\",\n", " end_straight=\"225um\",\n", " start_jogged_extension=jogs_start,\n", " # end_jogged_extension = jogs_end\n", " ),\n", " meander=Dict(asymmetry=\"-50um\"),\n", " fillet=\"99um\",\n", " total_length=\"10mm\",\n", " ),\n", ")\n", "\n", "\n", "jogs_start = OrderedDict()\n", "jogs_start[0] = [\"R\", \"350um\"]\n", "jogs_start[1] = [\"R\", \"700um\"]\n", "\n", "bus_12 = RouteMeander(\n", " design,\n", " \"Bus_12\",\n", " options=dict(\n", " hfss_wire_bonds=True,\n", " pin_inputs=Dict(\n", " start_pin=Dict(component=\"Q_1\", pin=\"bus_12\"),\n", " end_pin=Dict(component=\"Q_2\", pin=\"bus_12\"),\n", " ),\n", " lead=Dict(\n", " start_straight=\"325um\",\n", " end_straight=\"25um\",\n", " start_jogged_extension=jogs_start,\n", " ),\n", " meander=Dict(asymmetry=\"50um\"),\n", " fillet=\"99um\",\n", " total_length=\"9.7mm\",\n", " ),\n", ")\n", "\n", "\n", "gui.rebuild()\n", "gui.autoscale()\n", "gui.screenshot()" ] }, { "cell_type": "markdown", "id": "13ba71d6", "metadata": {}, "source": [ "### The Readouts and Control Lines\n", "\n", "With the qubits placed and connected to each other, we want to start placing the readout and control circuits on to the chip. For this design, we will have the two north transmons multiplexed to a readout line, with Qubit 2 having its own direct readout. So we will need to add three launchpads for wirebonding." ] }, { "cell_type": "code", "execution_count": 17, "id": "8d7b7ba7", "metadata": {}, "outputs": [], "source": [ "launch_readout_q_0 = LaunchpadWirebond(\n", " design,\n", " \"Launch_Readout_Q_0\",\n", " options=dict(pos_x=\"-2mm\", pos_y=\"2.5mm\", orientation=\"-90\"),\n", ")\n", "launch_readout_q_1 = LaunchpadWirebond(\n", " design,\n", " \"Launch_Readout_Q_1\",\n", " options=dict(pos_x=\"2mm\", pos_y=\"2.5mm\", orientation=\"-90\"),\n", ")\n", "\n", "launch_readout_q_2 = LaunchpadWirebond(\n", " design,\n", " \"Launch_Readout_Q_2\",\n", " options=dict(pos_x=\"-2mm\", pos_y=\"-2.5mm\", orientation=\"90\"),\n", ")\n", "\n", "gui.rebuild()\n", "gui.autoscale()" ] }, { "cell_type": "markdown", "id": "d90dabca", "metadata": {}, "source": [ "The readout line for qubit 2 will need a capacitor before the readout pad, and the two north qubits will require some form of coupling to the readout transmission line, for which we will use `CapNInterdigitalTee`. We will aim to have a Q_external of ~2000 for the readout resonators, though for the time being we will generate them with the default options and later achieve the desired coupling strength via simulations." ] }, { "cell_type": "code", "execution_count": 18, "id": "a757802a", "metadata": {}, "outputs": [], "source": [ "cap_readout_q_2 = CapNInterdigital(\n", " design,\n", " \"Cap_Readout_Q_2\",\n", " options=dict(pos_x=\"-2mm\", pos_y=\"-2.25mm\", orientation=\"0\"),\n", ")\n", "\n", "cap_readout_q_0 = CapNInterdigitalTee(\n", " design,\n", " \"Cap_Readout_Q_0\",\n", " options=dict(pos_x=\"-1.5mm\", pos_y=\"2.25mm\", orientation=\"0\"),\n", ")\n", "\n", "cap_readout_q_1 = CapNInterdigitalTee(\n", " design,\n", " \"Cap_Readout_Q_1\",\n", " options=dict(pos_x=\"1.5mm\", pos_y=\"2.25mm\", orientation=\"0\"),\n", ")\n", "\n", "gui.rebuild()\n", "gui.autoscale()" ] }, { "cell_type": "markdown", "id": "adf025d4", "metadata": {}, "source": [ "We now need to add in the readout resonators by adding meandered lines between the qubits and their respective capacitors we just added. We will aim for readout frequencies of ~6.8, ~7 and ~7.2 GHz. We can look at the GUI to make sure we are referencing the correct pins for the `pin_inputs` options. (We will skip ahead to the well laid out options this time)" ] }, { "cell_type": "code", "execution_count": 19, "id": "f8bfa10f", "metadata": {}, "outputs": [ { "output_type": "execute_result", "metadata": {}, "data": { "text/plain": "'8.305234863383257 mm'" }, "execution_count": 19 } ], "source": [ "find_resonator_length(7.2, 10, 6, 2)" ] }, { "cell_type": "code", "execution_count": 20, "id": "15e4f4f5", "metadata": {}, "outputs": [], "source": [ "jogs_start = OrderedDict()\n", "jogs_start[0] = [\"L\", \"350um\"]\n", "# jogs_start[1] = [\"R\", '700um']\n", "\n", "readout_0 = RouteMeander(\n", " design,\n", " \"Readout_0\",\n", " options=dict(\n", " hfss_wire_bonds=True,\n", " pin_inputs=Dict(\n", " start_pin=Dict(component=\"Q_0\", pin=\"readout\"),\n", " end_pin=Dict(component=\"Cap_Readout_Q_0\", pin=\"second_end\"),\n", " ),\n", " lead=Dict(\n", " start_straight=\"125um\",\n", " end_straight=\"25um\",\n", " start_jogged_extension=jogs_start,\n", " # end_jogged_extension = jogs_end\n", " ),\n", " meander=Dict(asymmetry=\"50um\"),\n", " fillet=\"99um\",\n", " total_length=\"8.8mm\",\n", " ),\n", ")\n", "\n", "jogs_start = OrderedDict()\n", "jogs_start[0] = [\"R\", \"350um\"]\n", "\n", "readout_1 = RouteMeander(\n", " design,\n", " \"Readout_1\",\n", " options=dict(\n", " hfss_wire_bonds=True,\n", " pin_inputs=Dict(\n", " start_pin=Dict(component=\"Q_1\", pin=\"readout\"),\n", " end_pin=Dict(component=\"Cap_Readout_Q_1\", pin=\"second_end\"),\n", " ),\n", " lead=Dict(\n", " start_straight=\"125um\",\n", " end_straight=\"25um\",\n", " start_jogged_extension=jogs_start,\n", " # end_jogged_extension = jogs_end\n", " ),\n", " meander=Dict(asymmetry=\"50um\"),\n", " fillet=\"99um\",\n", " total_length=\"8.5mm\",\n", " ),\n", ")\n", "\n", "\n", "readout_2 = RouteMeander(\n", " design,\n", " \"Readout_2\",\n", " options=dict(\n", " hfss_wire_bonds=True,\n", " pin_inputs=Dict(\n", " start_pin=Dict(component=\"Q_2\", pin=\"readout\"),\n", " end_pin=Dict(component=\"Cap_Readout_Q_2\", pin=\"north_end\"),\n", " ),\n", " lead=Dict(\n", " start_straight=\"125um\",\n", " end_straight=\"25um\",\n", " ),\n", " meander=Dict(asymmetry=\"200um\"),\n", " fillet=\"99um\",\n", " total_length=\"8.3mm\",\n", " ),\n", ")\n", "\n", "gui.rebuild()\n", "gui.autoscale()" ] }, { "cell_type": "markdown", "id": "26921ae4", "metadata": {}, "source": [ "The remaining sections of CPW transmission line are all that remain to be added." ] }, { "cell_type": "code", "execution_count": 21, "id": "987c4e3c", "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": { "image/png": { "width": 500 } }, "data": { "image/png": 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", "text/plain": "" } } ], "source": [ "tl_readout_q_2 = RouteStraight(\n", " design,\n", " \"TL_Readout_Q_2\",\n", " options=dict(\n", " hfss_wire_bonds=True,\n", " pin_inputs=Dict(\n", " start_pin=Dict(component=\"Cap_Readout_Q_2\", pin=\"south_end\"),\n", " end_pin=Dict(component=\"Launch_Readout_Q_2\", pin=\"tie\"),\n", " ),\n", " trace_width=\"10um\",\n", " trace_gap=\"6um\",\n", " ),\n", ")\n", "\n", "tl_readout_q_0 = RoutePathfinder(\n", " design,\n", " \"TL_Readout_Q_0\",\n", " options=dict(\n", " hfss_wire_bonds=True,\n", " pin_inputs=Dict(\n", " start_pin=Dict(component=\"Cap_Readout_Q_0\", pin=\"prime_start\"),\n", " end_pin=Dict(component=\"Launch_Readout_Q_0\", pin=\"tie\"),\n", " ),\n", " fillet=\"99um\",\n", " trace_width=\"10um\",\n", " trace_gap=\"6um\",\n", " ),\n", ")\n", "\n", "tl_readout_q_1 = RoutePathfinder(\n", " design,\n", " \"TL_Readout_Q_1\",\n", " options=dict(\n", " hfss_wire_bonds=True,\n", " pin_inputs=Dict(\n", " start_pin=Dict(component=\"Cap_Readout_Q_1\", pin=\"prime_end\"),\n", " end_pin=Dict(component=\"Launch_Readout_Q_1\", pin=\"tie\"),\n", " ),\n", " fillet=\"99um\",\n", " trace_width=\"10um\",\n", " trace_gap=\"6um\",\n", " ),\n", ")\n", "\n", "tl_readout_q_01 = RouteStraight(\n", " design,\n", " \"TL_Readout_Q_01\",\n", " options=dict(\n", " hfss_wire_bonds=True,\n", " pin_inputs=Dict(\n", " start_pin=Dict(component=\"Cap_Readout_Q_0\", pin=\"prime_end\"),\n", " end_pin=Dict(component=\"Cap_Readout_Q_1\", pin=\"prime_start\"),\n", " ),\n", " trace_width=\"10um\",\n", " trace_gap=\"6um\",\n", " ),\n", ")\n", "\n", "gui.rebuild()\n", "gui.autoscale()\n", "gui.screenshot()" ] }, { "cell_type": "markdown", "id": "6f75c961", "metadata": {}, "source": [ "With this, we have successfully generated the layout for our 3 qubit chip. This, however, is just the first step in designing a functional qubit chip, as we now must simulate and analyze the many components in our design and tune their options in order to hit our desired parameters, such as the qubit's anharmonicities or the readout resonator coupling strengths." ] }, { "cell_type": "markdown", "id": "fa7ad135", "metadata": {}, "source": [ "## Simulation and Analysis" ] }, { "cell_type": "markdown", "id": "0b6e4998", "metadata": {}, "source": [ "With our fully designed chip now laid out, we can start to focus on tuning the components to hit the circuit parameters we are interested in. These will tend to be;\n", "- qubit: frequency, the anharmonicity/alpha, and the coupling strength (as chi, g, or other)\n", "- busses: frequency (if resonant), the coupling strength\n", "- readout: frequency, coupling strength, coupling to external lines (as kappa, Q_external, or other)\n", "\n", "All the qubit parameters can initially be tuned via a capacitance matrix and the lumped oscillator method (LOM). This analysis is not as accurate as others, but allows for fairly fast and small simulations. We will start setting up this simulation by rendering the qubit of interest into Ansys Q3D.\n", "\n", "As a reminder, our target parameters are (approximately);\n", "- qubit frequency => 4.8, 5, 5.2 GHz\n", "- qubit anharmonicity => 300 MHz\n", "- qubit-bus (g) => 80 MHz\n", "- qubit-readout (chi) => 1 MHz\n", "- bus frequency (bus_01, bus_02, bus_12) => 5.8, 6.0, 6.2 GHz\n", "- readout frequencies => 6.8, 7, 7.2 GHz\n", "- readout Q_external => 2000\n", "\n", "Not all of the analysis and tuning that would be required will be followed in this notebook, as that would be very time consuming. We will instead focus on a few specific steps which enable us to look at the difference analysis capabilities in Metal." ] }, { "cell_type": "markdown", "id": "3951ca4c", "metadata": {}, "source": [ "## Qubit and Lumped Oscillator Model (LOM) (https://arxiv.org/abs/2103.10344)\n", "\n", "We will focus on Qubit 0 for this step of the simulation and analysis. We first import the LOMAnalysis class, and create an instance of it attached to our design. We also indicate which renderer we want to use, in this case `q3d`." ] }, { "cell_type": "code", "execution_count": 22, "id": "de246387", "metadata": {}, "outputs": [], "source": [ "from qiskit_metal.analyses.quantization import LOManalysis\n", "\n", "q_0_LOM = LOManalysis(design, \"q3d\")" ] }, { "cell_type": "markdown", "id": "ffe3f596", "metadata": {}, "source": [ "We can check what the simulation default settings are via `q_0_LOM.setup.sim`, and change any that do not meet are requirements." ] }, { "cell_type": "code", "execution_count": 23, "id": "5eb501bf", "metadata": {}, "outputs": [ { "output_type": "execute_result", "metadata": {}, "data": { "text/plain": "{'name': 'Setup',\n 'reuse_selected_design': True,\n 'reuse_setup': True,\n 'freq_ghz': 5.0,\n 'save_fields': False,\n 'enabled': True,\n 'max_passes': 15,\n 'min_passes': 2,\n 'min_converged_passes': 2,\n 'percent_error': 0.5,\n 'percent_refinement': 30,\n 'auto_increase_solution_order': True,\n 'solution_order': 'High',\n 'solver_type': 'Iterative'}" }, "execution_count": 23 } ], "source": [ "q_0_LOM.sim.setup" ] }, { "cell_type": "markdown", "id": "ddc0f1a3", "metadata": {}, "source": [ "In addition to the settings for the LOM analysis." ] }, { "cell_type": "code", "execution_count": 24, "id": "3f6925a5", "metadata": {}, "outputs": [ { "output_type": "execute_result", "metadata": {}, "data": { "text/plain": "{'junctions': {'Lj': 12, 'Cj': 2}, 'freq_readout': 7.0, 'freq_bus': [6.0, 6.2]}" }, "execution_count": 24 } ], "source": [ "q_0_LOM.setup" ] }, { "cell_type": "markdown", "id": "cf72fd67", "metadata": {}, "source": [ "We can see that the default settings for LOM clearly don't match that of our Qubit 0, so we will want to update these to our design values. We do not yet know what the Lj for the qubit should be for our target frequency of 4.8 GHz, but we will determine that as part of this tuning." ] }, { "cell_type": "code", "execution_count": 25, "id": "4871f975", "metadata": {}, "outputs": [ { "output_type": "execute_result", "metadata": {}, "data": { "text/plain": "{'junctions': {'Lj': 12, 'Cj': 2}, 'freq_readout': 6.8, 'freq_bus': [5.8, 6.0]}" }, "execution_count": 25 } ], "source": [ "q_0_LOM.setup.freq_readout = 6.8\n", "q_0_LOM.setup.freq_bus = [5.8, 6.0]\n", "q_0_LOM.setup" ] }, { "cell_type": "markdown", "id": "37fcf6e4", "metadata": {}, "source": [ "We next want to run the simulation and analysis. We will use a first run to determine if we are achieving good convergence on our quantum parameters, as if we find we are not, we may need to increase the precision of our classical simulation. The time (and memory) it takes for a simulation to complete will depend on many factors: the type of simulation, the number and types of components, the desired accuracy, and available computing power. It is always advisable to do simpler/shorter simulations first to make sure your design is roughly on target, before running long simulations for fine tuning.\n", "\n", "We must specify which components we are wanting to include in the simulation/analysis, and how we want any unconnected pins and junctions handled depending on the simulation/analysis we are running.\n", "In this case, we will only render Qubit 0, and terminate the unconnected pins with opens. The junction is automatically ignored in this case since we are only extracting the layout capacitance.\n", "\n", "In case have forgotten what the pins for Qubit 0 are;" ] }, { "cell_type": "code", "execution_count": 26, "id": "da952e77", "metadata": {}, "outputs": [ { "output_type": "execute_result", "metadata": {}, "data": { "text/plain": "dict_keys(['readout', 'bus_01', 'bus_02'])" }, "execution_count": 26 } ], "source": [ "q_0.pins.keys()" ] }, { "cell_type": "code", "execution_count": null, "id": "b9694dfb", "metadata": { "scrolled": true, "tags": [ "requires-ansys" ] }, "outputs": [], "source": [ "q_0_LOM.run(\n", " components=[\"Q_0\"],\n", " open_terminations=[(\"Q_0\", \"readout\"), (\"Q_0\", \"bus_01\"), (\"Q_0\", \"bus_02\")],\n", ")" ] }, { "attachments": { "MT_Q3D2.png": { "image/png": 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" } }, "cell_type": "markdown", "id": "71e89f81", "metadata": {}, "source": [ "![MT_Q3D2.png](attachment:MT_Q3D2.png)" ] }, { "cell_type": "markdown", "id": "29d5adb2", "metadata": {}, "source": [ "After the run is complete, we can check the convergence plots." ] }, { "cell_type": "code", "execution_count": null, "id": "17f58e46", "metadata": { "tags": [ "requires-ansys" ] }, "outputs": [], "source": [ "q_0_LOM.plot_convergence()\n", "q_0_LOM.plot_convergence_chi()" ] }, { "attachments": { "MT_Q3D_Conv.PNG": { "image/png": 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" } }, "cell_type": "markdown", "id": "1c3ca70e", "metadata": {}, "source": [ "![MT_Q3D_Conv.PNG](attachment:MT_Q3D_Conv.PNG)" ] }, { "cell_type": "markdown", "id": "1cb8b11b", "metadata": {}, "source": [ "The qubit frequency and anharmonicity have not converged to a degree we would like, such that we should lower the `percent_error` in our simulation setup. We then run the simulation again." ] }, { "cell_type": "code", "execution_count": null, "id": "5000fb2f", "metadata": { "tags": [ "requires-ansys" ] }, "outputs": [], "source": [ "q_0_LOM.sim.setup.percent_error = 0.1\n", "q_0_LOM.sim.setup.max_passes = 20\n", "q_0_LOM.run()" ] }, { "cell_type": "code", "execution_count": null, "id": "53779e95", "metadata": { "tags": [ "requires-ansys" ] }, "outputs": [], "source": [ "q_0_LOM.plot_convergence()\n", "q_0_LOM.plot_convergence_chi()" ] }, { "attachments": { "MT_Q3D_Conv2.PNG": { "image/png": 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" } }, "cell_type": "markdown", "id": "8c9c611c", "metadata": {}, "source": [ "![MT_Q3D_Conv2.PNG](attachment:MT_Q3D_Conv2.PNG)" ] }, { "cell_type": "markdown", "id": "6823d4db", "metadata": {}, "source": [ "We see that we now have reasonable convergence, and can reasonably trust the analysis results of our qubit in order to start tuning. We could, if so desired, first look at the capacitance matrix, seeing the capacitance values between the different parts of the qubit in the off diagonals (in fF)." ] }, { "cell_type": "code", "execution_count": null, "id": "13f7521d", "metadata": { "tags": [ "requires-ansys" ] }, "outputs": [], "source": [ "q_0_LOM.sim.capacitance_matrix" ] }, { "attachments": { "CapMatrix.PNG": { "image/png": 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} }, "cell_type": "markdown", "id": "153f15f5", "metadata": {}, "source": [ "![CapMatrix.PNG](attachment:CapMatrix.PNG)" ] }, { "cell_type": "markdown", "id": "a2a4cbfa", "metadata": {}, "source": [ "Of more immediate interest, is seeing the resulting parameters of the LOM analysis" ] }, { "cell_type": "code", "execution_count": null, "id": "76502177", "metadata": { "tags": [ "requires-ansys" ] }, "outputs": [], "source": [ "q_0_LOM.lumped_oscillator" ] }, { "attachments": { "LOM_Bad.PNG": { "image/png": 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" } }, "cell_type": "markdown", "id": "5c868c79", "metadata": {}, "source": [ "![LOM_Bad.PNG](attachment:LOM_Bad.PNG)" ] }, { "cell_type": "markdown", "id": "c81a999e", "metadata": {}, "source": [ "We can see that we are off for many of our target parameters. The anharmonicity is most easily modified by changing the `q_0.options.pad_gap` value, as we wish to change the capacitance seen across the junction. Once the target anharmonicity is reached, we can modify `Lj` to reach the desired qubit frequency. \n", "\n", "After this, we can then start modifying the geometries of the connection pads, such as lowering `q_0.options.connection_pads.readout.pad_gap` in order to increase the readout `chi`. As this process requires multiple steps of simulation and analysis, we will jump ahead to the approximate values I found offline." ] }, { "cell_type": "code", "execution_count": 27, "id": "c79d80a4", "metadata": {}, "outputs": [], "source": [ "q_0.options.pad_gap = \"28um\"\n", "q_0.options.connection_pads.readout.pad_gap = \"22um\"\n", "q_0.options.connection_pads.readout.pad_width = \"100um\"\n", "q_0.options.connection_pads.bus_01.pad_width = \"135um\"\n", "q_0.options.connection_pads.bus_02.pad_width = \"135um\"\n", "\n", "q_0_LOM.setup.junctions.Lj = 14.9\n", "\n", "gui.rebuild()" ] }, { "cell_type": "code", "execution_count": null, "id": "6b3920b5", "metadata": { "tags": [ "requires-ansys" ] }, "outputs": [], "source": [ "q_0_LOM.run(\n", " name=\"Q_0_LOM_2\",\n", " components=[\"Q_0\"],\n", " open_terminations=[(\"Q_0\", \"readout\"), (\"Q_0\", \"bus_01\"), (\"Q_0\", \"bus_02\")],\n", ")" ] }, { "cell_type": "code", "execution_count": null, "id": "7232a7fa", "metadata": { "tags": [ "requires-ansys" ] }, "outputs": [], "source": [ "q_0_LOM.lumped_oscillator" ] }, { "attachments": { "LOM_Good.PNG": { "image/png": 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" } }, "cell_type": "markdown", "id": "75889c55", "metadata": {}, "source": [ "![LOM_Good.PNG](attachment:LOM_Good.PNG)" ] }, { "cell_type": "markdown", "id": "e5741d0f", "metadata": {}, "source": [ "We have successfully tuned Qubit 0 to the approximate target quantum parameters, finding that we need an Lj = 14.9 nH to hit the target frequency, slight modifications to the qubit's pads to hit the anharmonicity and connection pad geometries increased to have a stronger capacitive coupling. In a full design flow we would want to tune the other qubits, but for now we shall jump to tuning `Bus_02`, finding the necessary length to have it be at 6.0 GHz." ] }, { "cell_type": "code", "execution_count": 28, "id": "1268de7b", "metadata": {}, "outputs": [], "source": [ "q_0.options.hfss_inductance = \"14.9nH\"\n", "\n", "gui.rebuild()" ] }, { "cell_type": "code", "execution_count": null, "id": "ec172fb9", "metadata": { "tags": [ "requires-ansys" ] }, "outputs": [], "source": [ "q_0_LOM.sim.close()" ] }, { "cell_type": "markdown", "id": "95fcd3c5", "metadata": {}, "source": [ "## Resonator and Eigenmode Simulations\n", "\n", "We will focus on `Bus_02` for this step. We first create an instance of a HFSS render, connect it to Ansys, add a design, and modify the options for the simulation we want. We will follow a process similar to the previous tuning, but this time, import the EPR analysis class, then make an instance of it with hfss as the chosen renderer." ] }, { "cell_type": "code", "execution_count": 29, "id": "cf78ba4a", "metadata": {}, "outputs": [], "source": [ "from qiskit_metal.analyses.quantization import EPRanalysis\n", "\n", "bus_02_EPR = EPRanalysis(design, \"hfss\")" ] }, { "cell_type": "markdown", "id": "19b4639d", "metadata": {}, "source": [ "We can again check what options are available with the simulation setup. As this is more of a first pass on the resonator frequency to get it to approximately the desired value, we can leave it with most of the default options. We could increase the max passes, and minimum converged passes though. \n", "\n", "It should be noted, the max passes being used here will likely not lead to good convergence, as these are much more complex simulations than we had dealt with previously for the LOM analysis. For this tutorial, we will presume they are converged well, but proper checking of the convergence should be done with any simulation." ] }, { "cell_type": "code", "execution_count": 30, "id": "34a2522d", "metadata": {}, "outputs": [ { "output_type": "execute_result", "metadata": {}, "data": { "text/plain": "{'name': 'Setup',\n 'reuse_selected_design': True,\n 'reuse_setup': True,\n 'min_freq_ghz': 1,\n 'n_modes': 1,\n 'max_delta_f': 0.5,\n 'max_passes': 10,\n 'min_passes': 1,\n 'min_converged': 1,\n 'pct_refinement': 30,\n 'basis_order': 1,\n 'vars': {'Lj': '10 nH', 'Cj': '0 fF'}}" }, "execution_count": 30 } ], "source": [ "bus_02_EPR.sim.setup" ] }, { "cell_type": "markdown", "id": "7c23c7bd", "metadata": {}, "source": [ "We then render the necessary components into the simulation. In this case, we will want Bus_02, Q_0 and Q_2, as we want the coupler components of the resonator that is present in each qubit to be included in the simulation. We can leave all of the open pins on each qubit as shorted (the default), and also remove the sheet inductance representing their Josephson junctions for this tuning. We can also include the entire chip substrate to make sure it isn't big enough to potentially have a chip mode that could couple to our circuits (via `box_plus_buffer = False`). For this reason we will include two modes in our simulation.\n", "\n", "We are also only running the simulation, not the full EPR analysis, since we are only interesting in the classical eigenmode of the resonator for this step. We accomplish this by using `bus_02_EPR.run_sim()`." ] }, { "cell_type": "code", "execution_count": null, "id": "445eb469", "metadata": { "tags": [ "requires-ansys" ] }, "outputs": [], "source": [ "bus_02_EPR.sim.setup.n_modes = 2\n", "bus_02_EPR.sim.run_sim(\n", " name=\"Bus_02_Sim\",\n", " components=[\"Q_0\", \"Q_2\", \"Bus_02\"],\n", " ignored_jjs=[(\"Q_0\", \"rect_jj\"), (\"Q_2\", \"rect_jj\")],\n", " box_plus_buffer=False,\n", ")" ] }, { "cell_type": "markdown", "id": "a56d4444", "metadata": {}, "source": [ "We can look at the simulation convergence as we did previously to see if higher precision is necessary. As we can see below, this simulation did not converge well, so more passes, or finer mesh, really would be necessary. We will continue under the assumption that this simulation did converge well." ] }, { "cell_type": "code", "execution_count": null, "id": "08a1909c", "metadata": { "tags": [ "requires-ansys" ] }, "outputs": [], "source": [ "bus_02_EPR.sim.plot_convergences()" ] }, { "attachments": { "EPR_Converge.PNG": { "image/png": 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2NjY2NraKa7HN4QUBB/MpyegtDCPDhNQY7iYFLkw03ahRo7RhcVEIXhjGiMguLyEJhjKVNx9RXIZyoDxe5dQxkb0fwQviAYbiIYrK67gfwQuRSj/99FOgyC/c7xVXXFGWDwzzcHmdm8kWLVokJqxXhVeISjoj0SZMmJAmykk74ogjIom+Uk234AUxD2m670WaCYLXQQcdtJXgJe27774T3zV8z1FebGxsbGxsbGxsbGxsFd9imcML8w49++yztMsuu4hOJzq0mGcJQxUhniDaBWIXjkHsUiNIdAteELsw91OmYYyIqILIZMp8PygHhIRMkV64jzAT2ecqeEEgatasGf3zn/+kM844w/OcXAUviJ+nnHKKED8xN9XixYu3OiebYS4udTgjBNMgAiUi6FTBC2XSOV8cou+ef/55Ic5dfvnlwrCiJOYR83vPfs2P4IXzVPHIbTiO9NzCEwSmO++8U/xmoxS8MBxRzReGZ8kzzzwjIrZgTz/9tBAXMYebl+CF4Y0oIyyTYMvGxsbGxsbGxsbGxpbX1v5eq79UkxqP9DgmrD3dm9a3cp07sjHVLDt2L7VPu1aXjaTGNTOVwX3Mtnvbq9fnfm7kc3hhcnpEzkgRCxEY7dq1o6+++koMbcRQRkRffP/99yJqw11YnYKXFLu8hCMYIqbefPNNscpbLjZkyBCxSqFXXuUZrsP1Xul6GURBlC9TuYNOZJ+LCIGoJ+QvhwBCjPCa1yxXwQv3juFnOAeiF8RP9znZDPmoIsixxx5Lo0aN8jw3m6E+qOIq6ubAgQM9z803y1XwgjgEARPmtTjDmDFjxDBGVRiEQZT69ddfhRCKiezx241ilUYIcfhbzTubQbTMFFUIgQ6T2GOuNa/jbGxsbGxsbGxsbGxseWtlYlUWwQvn3Nu+7PPIxjVpm5qNaaT4bIthUjBqf6+VVtkxjZa1DLaI5S1wua38cyObwwsiCTqWmJweogI6zOeff76YBB6iUuXKlcU+WJUqVYTogQiRWrVqpXWudQle5U1QD4NwhEiqBy2n5GKYVB5DCv3O84XzURZc75Wul6FcmQQvWNCJ7MsTISBoQOxSFxLYd999xWTgmAdLNazEqJ6HqD2UyX0eVjJEpI16Hr7/XKOesIqlvBaGOhZ0rjB1yGGUCyRkM0yyP3ToUBFx9vPPPwvD3wMGDPAUFnOxXAQvCFzHHXccbbfdduI3h2tUwQ9i17nnnrvVnF2HHXYYffPNN2XDPxGFiN/6nDlzyq71siCCF3yDZwYmnPf6XaiGYa1//vlnxmGpLHixsbGxsbGxsbGxsZlnTqSSKi6VG6nlNohVOF9uvc7xMJGPE8ml/g0TAppXWnZ5azZW5pfGtUHFMZGPzDcCwev//u//0nbqmMML8zMh8gYdZHSo//Wvf4mIJgw9wnAktQMNw7Co5557jgYPHkwXXHCBuAb7IaBAXPHKI1eDkPLZZ595CkVhDR3xyZMne+abyRD19vDDD3umF8YgiMFXfoZjZhMhIBxgGKM6uXtUJoc3epXDbRBiZP2AHX/88TR69GjPc7MZxEETIrxmzpxJNWvWTBN68TeG5+U6LNFt5QleXnNywaennnqquA7mNUE9xChV7PJjQQQvncaCFxsbGxsbGxsbGxubmaaKSGqklSOGKX0y1dRz7L/9CV5p0VU5C17uqCw7Gswuey7lTbfUtfi89fWZBa3yz80oeAWdwwsiAqKXdtppJ9Fph5CF+bsgZCHCSxUq3CaFMZz75JNPls35tfPOO1Pz5s19Ry9Jw+Thjz32mKdIFNYQVQIBxivfTAZxJtNE9GEN9wlBzStfL8smQiCyDhF2Xt9VFIZhcbnMr4Q5vDD5uLwOCyB07tzZ89xs1qFDhzSR6eSTTxZpe52bi82aNUsIvVjt0Y8hgkkO8VQN9b5Lly5l5yHtXCdczyZ4YRgjIrvUe5eGfSeeeKIw93EIRhjGGETsgrHgxcbGxsbGxsbGxsbGlsGcSKfGEJOUIX/lmRh6WHa+D8FL5KeIRJ6fM6Wl5uMzqswxIZqJvmbma+1zckvb61xPwQsWZA4vDGmC4IKIIHSWMWwRwxfRSXZHk2QyXIdhVBAjGjZsWDb0DZOlo5xz5871zDubYdL8F154YStxSIdB8MKcUl75ZjIIZLjOK72w9uKLL4r79crXy7KJEEhHnX8tSkMeN910k4h28iqLapirDBPAS0EGW9Q7P0IMhmred999aaLO9ddfH3gIIQwCIUQVTKLvxzAcL5PgVb9+/bLz/Ay5zCR4IcoS83VlE569DPeF4ahBxS4YC15sbGxsbGxsbGxsbGyZzRZt/EwWnzmiKnNkFMyOIksblggTUV5qOpnFprLIrDDDGWHuyLI0s8uZ/V6kbX3uzXXqeAtefg3DBp944omyldwQgfPll1+KyenR0Ux3WvmGaJ9vv/1WDEXEUDMIE5io/KmnnvK9giI66ZgPCXNmeYlEYQz3nGvUjTSc//jjj3umF8Zwf/379/clSpQnQiDiCeKSKnohag9CmNsuvfTStDmx8Pdll1221Xl1rEqnDmtF2ldffTVNnz7dswxuw/1honQIQjINzAPnR8jAHFmYi0xeD8PcYl7n5mrDhg0Totkll1ziyyDsZhK8MAeaPO+GG24Q85d55e02L8FLTlDvzge+yxbJBwEqTGSXtKCCFxYkwKIMH3zwgS/7+OOP0xYzYMGLjY2NjY2NjY2Njc1YcyK87k2L2PI7RDCXaKsMYpfbyhOynOONyxmSqJqncFVuJFlwwUvbHF7oDGOlRazMh5XSEO3y2muvicgsNYomV8M1mNepUaNGooNavXp1kTZWeAzS8cY1KFM2oQlzYEHAatCgQU6GydyDTKiPsuCecG9e6XoZypVt0nrcF8ri1ze5iBAQva666qoyMRPiDFY4xBBT1TAUFeKJ/A6xYiPminKf9/fff5eJoBAxIYLlKnZJwyT1WOVT5oWIpRo1aogVLbP5AJOgw/eYX07WS2xRvzINAczVkDaiz+AbPzZ+/HgxEby8F2kQFjH8VZ6HtJGHV95ucwte6gT1ah7wAxaLQESlOkxUmnuC+jAWRPBCXYFIB/EUAqAfwzVnnXWWSANpseDFxsbGxsbGxsbGxmam2UKRLdb4EXnc5ha8HAEqbchjDmKXe3ijp9lp+YtIs6z9vWnpps0HhnzdKziWpe+6l6zn2qZ1Di90xtFxRicdQ6+8olb8Gjq+EDEQqYGOeZiON66FKJQp0guCEsQlDM1EFFl5Fmb4GwzXe6XrNnwXr7zySkbBC/cTROyC5SJCwCDKIFpLfidewguGdkLkkt8dBEqv1RMxnBARfDjnyiuvDLzCIobLShFO2kknnZRxkQO5eMFRRx2VJsJCGEHEWK5ikm4rKiqiZ555hk477TQhFsMwefwDDzwgRC6va8ozVfDymqAehuHC3bt3L6s3mCdMjfSC8KRL7IIFEbxQ7zAfIMTvK664QkS55WI4F9fgu8UcfkiLBS82NjY2NjY2NjY2NvPMLUpZJob5BRG9yhG8nHTdZgtgUsCClRclZlv6/GE5miOmpfJXRSq1DO5j3uKd97m2QevSNoeXaui4QvBIZR7M0AEPEkWVydB5x7C/TJPYQ1R6/fXXfUccRWUQLRApl0nswn34HcaoWq6CFwzCzP333y/EIa/juQpesMaNG1PdunVFml7HczHM54byqPUFQhYMkUuYJ+29996jd955R/wth8aq58MQ9YQVCaUwUhFMCl6IuvOaoB7+gdjlvg6/NfzmIA7pGMaoWlDBC6ImJtH3sxoqFm7A6p2I9EIa2MeCFxsbGxsbGxsbGxsbmy6zBahgkWjxWEbBK6xlE7wwVAvzQsk5nfC3OqeTaroFLxg68ShfJtHrnnvuEYKM37m5dBtW/cOwSZTHq5woP+4jjCjhR/CCIeIsU2SbH8ELaSxdutTzmB/DxPqIPMPQSLXe+DWIXqiLUYheiByDWIN55KQNHDjQl4Dj16TghZUd1WGmEL4g/GFlyEz1BitDdurUSavYBWPBi42NjY2NjY2NjY2NrYKYiNTaOqrKJPMUvILM4eW2bIIXOrPq/EJTpkwRnVGvc6MQvGDozCMyClFGXmISIqogNiUlekHsQqRZtmGMYSK7pPkVvLKZH8FLpyEa78knnxQrGap1J5thbjnUQzXySUZ65bJSpB+DjzG/mJo/DFFWXufrMHVIIyZ8lxP0Y04uRG7qFrNyMRa82NjY2NjY2NjY2NjYKoYFGs4Ys2UUvILM4aWa6YIXDJ1+dH4zTWQPsentt98Wc3p5XR+VwfeIMMskdgWdoN7LdAheQ4YMEXUFq3JCUJDfHeaIwhxQOIYVDL2u1WWYF6xjx44iSgtzx7nn9oJhLijUvZtuukkM58O8cJgvS12BEqIXJugfM2aMZz7ZbMGCBdSnTx9Rp1T77bff6IADDkgri8wLgqD7/EyGtJGHV95uUwUvRNK1bdtWTP6eLbIramPBi42NjY2NjY2NjY2NjS0u8xS8YBApKrrgBZOiV6ZIL8wRhQn4va6NynC/9913n2d5wkxQ72VhBS8ITRgiBzEJwwrViCn8jX04hhUAw07yn4uhPBCGENUEYfDf//433XrrrWKVy1atWokFEDB5vTx/0KBBYoJ4tc5J0ctvpFevXr3EZPx77LFHmj300EOevwX4B4skuM/PZEg717qoCl7SMFwzKbELxoIXGxsbGxsbGxsbGxsbW1yWUfAKa/kieMEgAmSayB4CE+Zb8rouKss01DLsBPVeFlbwQlkwB5tXRJU0iF516tTxvN4EgxAEgQhClyyzFL3mzZvneY2XYYL4Sy65hM4666w0q1+/fkbB68MPP9zq/EyGtBFN55W32zBcEqLft99+G6t5lUVaLnXtzz//FIJX5cqVRXoffPCBiMDDM6Nly5Zb5ZfJWrRoIQRC1L3mzZuLfYg4hOAV9fOEjY2NjY2NjY2NjY2NLXnzFLx0zOGFTmUmEcuP4IVOKyJ21LSjMAg3EOkgKsmhhIiy+vzzz0XUkNc1URny+/TTT9OivHRMUO9lYQUvGCJoIA6pQwOlYR+GGcYxl1cYw5BLDPlTRS8spCCjg3IxTOg/bdo0UZ9Vg4gD4Vb1Cwwi4fz587c6P5MhbeThlbfb4HeUHwtExGleZZGWS12DaIjhn/gekB7uAcIgPvu5H5yLa3CtvA6f8T3kKhqysbGxsbGxsbGxsbGx5a9lFLzCzuGF65999lm68sortzKsOqhOBo8J2iHqeJ37/PPP09y5c9PSjspkpNfTTz9NjzzyCH311Vdpw9/iNIhemBML5UB5sLKfbrELpkPwgkGMQaSXKnrh76uvvlpMKu91jWkG0atWrVpCJEH5ESWlo+xYSRLi5cknn1xm1atXF3Xe63wdhu8iCfMqi7Rc6hrqeLNmzYSA6pV+GENdRLRXFL8jNjY2NjY2NjY2NjY2NrPMU/CChZ3DCwaxCBEsblu4cGFapxN/Y5/XuXELTigLBDYIcpjs2+ucuAz5oxwoT1SddF2CFwyiF4QKRC5hKBkiu/JF7JKGSDQMY73jjjvEXE+6/I7J5v/+++80Kyoq8jxXh3n9luIwr7JIy7WuYa43+Msr/TCGNOOYR46NjY2NjY2NjY2NjY0tecsoeLEVhukUvGAYAohJ4iEYmT6MkS1e013X2NjY2NjY2NjY2NjY2NgymafgpWMOLzY2NjY2NjY2NjY2NjY2NjY2tiSMI7zY2NjY2NjY2NjY2NjY2NjY2CqUseDFxsbGxsbGxsbGxsbGxsbGxlahjAUvNjY2NjY2NjY2NjY2NjY2NrYKZWWCV7du3djY2NjY2NjY2NjY2NjY2NjY2PLeygQvhmEYhmEYhmEYhmEYhqkIsODFMAzDMHHSoAHRNtsQHXgg0ebNzk6FK66wj191lbMjBpCftJ12IjrgAKLLLiP69FOiTZuck3xywQXp99CrF9EbbzgfNDBzZnq5VRs0yDnJEKZMIapVi2iPPYiuvJJo0SLngMPUqUR77000d66zg2EYhmEYhgkLC14MwzAMEycQvHbc0RaW/vrL2emwZAnRDjsQ7b57/ILX44/bQlG/fkTt2hHdd59dljPPJFq92jnRB27BC/e9227OBw1IwevNN+1yq7ZmjXOSIZx1FtHttxN17Up00klEd9zhHHCACKZTDFT45huiM84g+uc/bb3t2GOJHnhga82tPL74wnY3qmgcIB/kh3zDEnfZdfPrr0Qffuh80MD69UQHH0zUoYOzw6J7d6LbbiM64gjbV48+6hzw4J13iA47jGjnnYlOP93Wst3gkVGvHlGlSvbPvk4dolmznIMK0IKhre+6K1HlykT//S/RunXOwRy5+GKiRo2cDwzDMAyjwIIXwzAMw8SJFH6uvdZWHlTQqz30UKLzz49f8EIv1k2XLkTbbUf04IPODh/EJXi1b+/sKIctW4g2bHA+xEhxsV3OxYvtzz/8YPfsJX/8QXTkkZGUrXFjom23JXrqKfur7NyZqEkTourViUaNck7KERa8kuOee4hOOMH5oIGmTYlOPNH+SUiefJLouONsnXuvvTILXnhMQK/HFnr9rbcS/eMfRGPHOic44KePQNHvvrOr+KmnEh11VLqYtWIF0UEH2cGPqJ9t2xLts8/WenB5/Pkn0Z57Ei1f7uxgGIZhGAcWvBiGYRgmTqTwgygq9Cw3bnQOWJxzDtFzz20tFi1YYPdEDz/c7l2i5/jCC+kiCcJA0Kvv2NHZYYEeJUI5brrJ2ZEBXOcleIGbb7aj0dQoLwy9Q68UvVOU57zziIYPdw46qPeAe0YequE4mDSJ6JZb7HLusovd6373Xe/hnirlCV5SJejUiejkk+1e+o8/2scGDiS66CI7rAShTwhtcYc8zZ9vh6WgTBh+CqUIKgBCW/ywbJldThl19vvvdp4A3/3RR6eH2mgExUa18aI897phwSs5dApeELlQhd9/39nhoNYHHPcSvPC4gbD07LPODovSUvsni5+wZPBg29/46Ulmz7YDRj/+2Nlh8dZb9k9Q/V6+/da+duJEZ0eOoMzvved8YBiGYRgHFrwYhmEYJk6k4IVQB4wx++03ez/G+yAcZ/TorQUvhE88/bQtavXuTdS6tbeace+9RPvtl+pBQshBmMXSpfbnTKCHmUnwatPGPo58AcIo0LtEDxzhG+jVXn65LeKoopF6DxDIEM0G8UgOO5wwwT6G8Iz//c8WgjA2Cj1xpPXaa/bxTEjBC8JhSUnKZM8dKgHmxYI4+OWXdjgK5sqC2AUB77rrbHEQEVc4B0M3VTBWa//97WvxHeE4wlH8Cl4A48Qw9BLi19VX22OwAEKwMJ4rIiAmvPii8yELcBlGVFatarsG7nALIm7RCNrrY4/Zf6sgmgxugxACIJJAm0XgItLGkEqIGm5QpeFaVJF//cuuIsivPMELAg6qLnRDpI9yuYUPL8Erl3JJoQkjURERBW333HOJ/v7b/ir//W/7J4yvF9XIDSKbata0r9t3X6L//McO+JOguqNc3brZP1WMZEZ53n7bOcECZcA5qmEfGD/envIPwwbht2rV0q/1omdPO41s08VlErzktSNHOjscXn3V9oOMGMPPGVq+GkEGLrzQrv4SBLJec43zwQHfC4ZKQvOWQA8+7TT7sQnBDX+rYhrA4xGRiwzDMAyjwoIXwzAMw8SJOrTvrrvsXjOAICLDONyClxsIO+idI2Ri7Vpnp8WqVXZv9frr7R44eqcYx1YeOC+T4IXePo7LHj16s+h1quIWeqmI0FJDP9z3kMuQRvSQcW9QXyDUZSPTpPVSTJJKwZAh9mcJetkYQ6X2xqEcQGyUvWiMr8K16hxrEPpQ/iCCFxQNiHhIE0LlmDF2BBmUCkS4RQQC75AFNMuFC52dHkCkwsjVl1+2i/rMM3ZRGzZ0TrBwi0YQi6pUSQlbAC5FNcA8TBIIGijDBx/Y80ShyQlXq9USuiPShl6L6ob5mOBm7CtP8MLUcxB7cE2PHrZOimA+NZLIS/DKpVyoQjgHQgp01Z9/tjXPs88muuQS2z+4FkGQ+Cmqc1Qh8BA+hc6L6vT557a/1EgoKXhBMMPPA+V/+GF7H64B06fbU7zhHKkVYx/APkwPBx0cYhREQ/w8swEBFKJaNjIJXhhxjbK559hC4CT2SxEN/nDrx+CRR+zRuxKM7H3+eeeDwvHHp0Z7417xfd59t+1r1A+IepibTuWXX+wy+J2bjmEYhqnYsODFMAzDMHGiCj/o1aK3juFuCCGRE5e7xSIoCQi5wdghhIugZydt3DjnJAdEYqGnjTAJ9J5zAelkEryk+IMeP0APG9FRalQVDCEqCOGQ5Cp4YQZt9NLRE0bPVr23bJPPS8ELvd9hw1KGWbAB1AqE1ahAHNx+e9uX7vJDiEKoCsAWop4bDHEMIngBqASTJ6dWvcSQUISlAKyGCRUC6grUIpRHA6gaiNaS7kT0E5KH6yQQgeB2VasEmHAcX5f8CtyiEYIO8RkihKRPH3sfRBkgI4IgoqlAEMFE+hKIIxDnVCCo4dpsghfEEIhUn3zi7HDAvSDKTAb7ucuea7lQhZC+OryuRQv7WlWowchhVKtmzezP+LmimuAnoQI9FelBXwVS8FJ9jzIfckj69H4oh3tII+4F1yIw0g+XXppdSweZBC+IinisuIFQh7JAxwW1a3sHLr70kh10KYFIiCBHNxjZDc0eQDhE2uWtm4GoO5ynjuhmGIZhGBa8GIZhGCZOVOEH4TEI+8C8XeitodcG3GIRxmhBxKpf3+6lDx2aCreAyKMCQQWhHzgmhw2WB84tb0gj1AygKihuU8M3chW8oMBA9MOEPug5434QaoT01JAcN7nM4YVQEZV589LL6zapMjz0kH2fbjB5f1DBS2XAAFuRQUQelCMoThAqMdER0lfDk0KCacIgtDzxBFGNGvZtYviZnLQew+6wzz0FmxRj+va1P3tFSUGjvf9+54MF9FWIahJUV2h4bm2xVStb7ED1h+Fv9zDEESPs/LIJXkgHAhJG7Krpy6BEGXHlLnsu5QKoQojoUsHPD2mhqqogIFHql9A1cQ4ir9T0MZwRP2OMkgXSx+60ED2mCkZegpcU1bAf6WUboqiCRUIRSZeNbIIX9HY3ED1xH3LiegheGOXsBtFl8LsEvsbP3g0CMG+4wf4b+jXERAyFhLi3cqW93w0EMZQBjyuGYRiGkbDgxTAMwzBx4hZ+MBESesEYJyVxi0U4hqgqFfRy0cNzC17oVWIyIExqhHTUoXuZQDqZBC9MeI+wDjn5ECYlQm9WRlSppi7VlqvgBaXA3Q5BhBXKFFbwcqsEuAcoJAg18Sq/DH2KIsJLghAeLFknlRyMqcOkRBKoJrK3HwEQgyAgyAiar7+23QgtUAUjLbFfTjHnJXghIFGuuwBBB0PU1DnDoA/imkwGkQZDLfG3e4ia1CazCV4QYNT03Navn32eu+y5lAt4VSEpUqG6qKgiUf/+W6ep2uuv2+dlSgs/G/x8JF7lABDW8PPEzwrpoFpJXToTeCxAz81GJsFLauwIylSJckgjQJApIgBRb6EN42cIbVgFOj/K0Ly5s4NhGIZhLFjwYhiGYZg4cQs/CLW59tp04cYtFiE0R871JUEYiLu3jAnZ0SvEGC+E7KB32LSpczALSMdL8EJPE2Kc2kOWkwCps2974b4HqCMI6XADxQQRbhKE12AGcZRJt+AF1PCRTGAiJ6Staw4vFXw3EA2lEAnBC0NVJZjZPELBC0AYgYsBor9wq4ioUsklwksOI8Ok4jKqSh1hi68VoobUE90GoSxMhNdHH9n6JQLmvNKXw+DcZc+lXCCo4IUhkDinZcut04Zh+jYQVvCSQOxBgCCqNqaKyzYSGEKUOo+YF5kEr6QmrZcgIBIjqzH6GAsbqGDuLpTNa0EEhmEYpnBhwYthGIZh4iRTpJOKWyzCJD9YSg4TCGFMFWZwxtgxtbcMAQrD8LBsmwSzaqP3KCcNygTSwezfmHwJ4SkQkTBWDUoEosvUHjTGj6FHjKikr76ye9o4HzOdq6qF+x7krNKY6AhDMhGeAhAOgol9ELEG9QUzdMt7i0LwgjoCn0BARJmgOiDMCT7F3wA9dahCGHbYtq2t6Hit0ogxcxAYy1tRUoLJnjCEVZ1IHxMfQbVp0sQOlUFkGUJpNFBU5PyhgKnEIPbI6dbgYuii7kgb6G6oplLX9BK8ANxy6622uzFcTkUOdZNzO2UC+l+QObww3A2uK28eK3fZcy1XUMEL1QeT92MxgGzkKnjVrZseGZUJ+AHpyWnsvEA1h7+zkUnwghiF6qnWFQiWiMhSRbTBg+1yyIn3wZw59uNEHa2L4YyoY+oist9/b1+rzpvmBn51r2kh83QPzWUYhmEKGxa8GIZhGCZOggheEJww8Q6EIRh6wHJpO9lbRhQWJshZsMD+DNAbhSIB8UZOlu4F0pEG9QNCDyYR+uwze6yaG4xDw5gj9DohxKF3j7FVEJMk7ntAOhjTtN9+tkohe/RQZTBcEyEiOIbetJw3LArBC8BnENbQe8f8YRjnBYVHnQgJf6P8mLQI94nZtaECqIKXLAO+01zAfGX33ed8UEDUF2Yqx/eHIa5ePg8AhC3oloiKQaQWFtrEhOBwP+aXkmAUJXQ7ROZAT0UEFM7JtkqjBAFqqM5wJRYadYPhZ3Af1glAwBxEGbhSHbIGPRFpB1mlEe5C3nKVRgTnQVNF0KTEq+y5lCuo4AWgXULgwc8SaSMPrNR4440pQSpXwQs6Mr6f776zz0W1g1iHubLwU0HkFb5PCFlVq6bmIPMCVQ1V2v04gHaLnxIM9QajluVnFQSC4hGBCCzke/vtdnrqaGaAe0AkFgQs6NjQx6HHqys8Qv+Fhow6ie8d+jnWmcB6DhLMqwaRDulAW8d3Cc34zjudExzwvwCM5M527wzDMEzhwYIXwzAMwzBMLrgFL8NBoBiEC4gK0CUhQOAzhAoVTCsmRSaIGYgmcg8xzCR4QfuEGINjcs0FFQwPRAAcNEWUAWLKRRfZ4oYKhA1ofhBPIPZgdC7SLE/wQjQVxA5MoI/0oQdjIVG1/F5lz6VcYQQvgEgy3AsEQRjSgrgoJ17PVfDCUD5E0e2zj30+yoUhfBB9sD4FAhYhAkFMmzrVuSgD0JchxKmrawLpIy9Tgb8RjIhRzcj39NO3rk8AZYYuj+8D9w6BUS4ioALxDytH7rqrLXYh0FQVxVAP4A+prSNfLMDgXrURga133eV8YBiGYRgHFrwYhmEYhmFyIc8EL4bxAlPEeQUa5isYEgmhtrwJ+xmGYZjCgwUvhmEYhmGYXGDBi6kAYJ0MjORFdF5FAJPmyznpGIZhGEaFBa+EueCCC6y2Mzeec+Gee+6hbdyx9ZoYZbX+/vWvf9Fee+0l8miQ63wsjG/gW/hYWhd1VltDOeigg8rKy79XhmEYJt9p3Tp97YR8pnnz9NVBGYYJz8yZM0W7l/tETL7DgpdmevXqVdYxzmR4gEhY8MqdqASvkpISOuKII+iQQw6hFi1a0Ndff01jylu6iQmMFLzef/994esF6gTbDhs3bqQ2bdrQpZdeSlWqVKEdd9yR9thjDzr55JPpkUceoUFYSU5BvpQfUGcbdoHf2vaYaCYAv/zyiyjrsccey79XhmEYhmGYCoTaf7sbqyR4sGXLFtEGxDlB25O6cP/zeIcddqBKlSpRjRo1qG7duuJ+wpJJ8MLnX9VVTzQj+3telrTf/dK7d286/fTTabfddqPjjz+efvrpJ+dIOtdffz2dddZZtBkTajLaYcFLM/KBedNNN4kOspcVyzW+LdCx34B1nplyiUrwmjJliki3adOmzh4mSuRLWhV+VWbPnk3Vq1cX55xzzjn0+uuv02effUYtW7akxx57jKpWrSqO9VRmyY1a8JKwQM0wDMMwDFOxkP23f/zjH7TrrrvSKqy64KJbt25l55gieL3yyiuib9m2bVtq3rw5/ec//6H9999fHKtTpw6twQrPAckkeGEf+mRRIft7uB93H/rbb791zjKfOXPmCKELI4hatWoltIHtttuOhrlWKYEIttNOO9GECROcPYxuWPDSjHxgopPO6CUqwatPnz4i3S/KWwqK0UI2wQvi74knnigaEt9jDXIP8N8PfFdqlBcLXgzDMAzDMEwQZP/t9ttvF1sIFG5uvvlmOvTQQ+m8884zRvDq16+fsycFgikgfOH4tdde6+z1T9KC19y5c509uYE+BEbtmMInn3xCu+yyS1mgC/ov+Kf9iy++KD6DFStWCIHyVUxEyEQGC16a8St4ZepAY16jmjVriv8iVK5cmR588EFatmxZxocM1OHzzz9fDPvCNQhpxZAwN8gLeSKq6ZprrqF//vOfQn2+8sorafr06c5ZNhAVkN+ff/5Jb7zxBh1++OG08847i2FlnTt3FudAjb7qqqtEOnvuuacom9d/EyZNmkS33HKLGJ4GFRtpPf30057/QSkqKhLhxAjNxX9ZatWqJaJ55APQDcqNYwcccIAY+ob5lh5++GFa4l473QMZmuw2LzEG9OjRQxxvhPXbPUA5tt1227Lrly9fTs888wwdddRR4nvBHGEQdJ566ilxPAiyjuH7+eijj8QwO3wvuJfXXnttq4c9fI9hgCeccIL4nlAOlAERbe7QWbwsGjZsSMcdd5zwPerTMcccQ/fff39aJCLEpquvvlr4HN8nHtYXXXQR/f77784ZmckmeH344Yfi2PPPP+/syY0ggpf0YybDd+mGBS+GYRiGYZiKhdp/Q7/jjDPOcI7YoE+B9i7asO72JMi1rV1aWir6a2i3jxgxwtlr89dff4kIoFxEqmyCF8DwSwyRwzkDBw509tqsXr1aiC7VqlUT97T33nuLPN3TubgFr2ztZgmi4G699VYxVQx8gH4E7vePP/5wzigf2d/LJnjJ9visWbNE/3KfffYR18i+Ra73CHDuf//7X9GXQZlPOeUU+vHHH7P2V3IBU7cgXxX0z1XdBf0W1BmIlEx0sOClGfkweOGFF8TD0W0QQFS8OtAdOnQQDzwIN1B8P/jgAxEOiYcv0nZ3xOUPEoLDu+++K0QDiFnY5xYOkBfEl/3220+M8f7444+F+AKhCGOL1YeyFLyQL0SuJk2aiAc3/ruB81HOfffdVzzg8Z8Q+YCqV6+ek4INJoTHAw8CCkQulO+2224T52Lo2tq1a50z7YfO0UcfLUSj++67Twg6jz76qLj2pJNOEteoIG0IbRBeXnrpJWrdujU9++yztPvuu4uH3MqVK50zvcEYdDwQZbllyKw67FQF/sH9o4xucA3yvVBZKqh27dripQgBDmXDHGH4veG+gyLr2GmnnSa+R3z/qCPIF/vd9QPfMQQs+AX+fO+990S5cC58qwJhFfvvuOMOcR3sueeeE9fjvxAAYilEUvyXAsIfhhu+9dZb9O9//1vU+/LI9gLB7wHHZsyY4ezJDflSvvPOOz1/dzA0YNQGCoRV+X2rhhci0vIS3VjwYhiGYRiGqViogtfnn38u/h47dqxzlET/B30zCCxegpeftvb8+fNFMMORRx5Z9o//RYsWCcEFbUx3X9EL2ZbOJHgBtM9xjhpRhPzQn0LkEaLAUO4333xTBCKgr6WKcG7BS7absQ9RbmrbWYL+Hfqj//vf/0S/BwET6I/hmvbt2ztnZUf2J+F/d1t+/fr14hx8BxC5MP/yjTfeKKY9ady4sTjHzz0iSADTpyC/G264QaQj+5Gnnnqq2B9U8BoyZIi4Hj7AdC2ffvppmh8QzIF65J6XmNEPC16ayaZ+w/BwU3F3oKH8Q1DBfwfUybwhtMiOuCpoQPCBOARl2g0esHg4q+IB8kIa3333nbPHBg8J7IcyL5GCF8QuNboHeWI/8m3Xrp2z1wZlhBimRnnhoYhz3T9oRCMhHTUaDmPRsQ+quAqGt2E/TAVKOR5giH5TGTx4sLj3XEJE5XeG+82Fl19+WZw/YMAAZ4+N9BfG0QOIbbhvPGx1IsuLhzZevBLUEYzXxzH1BZhJvIOohQftQmVdcvwn4vLLL3c+eQNxDXnAx0HIJnjh5YW67wb/qXK/9NQ6Jl/K5Zm7geIG0Yyov6izap2XsODFMAzDMAxTsVAFL7Sb8Y/6J554wjlKIigACykBL8HLT1sbdO3aVfQRMEwS7XeIY2h/5tq2zkXwgrCDcyAISdDn98oH/9Q++OCD0/5p7xa8JNjn/ue6xMsPCGyA6IVIplyQgpeXQbwC+A7wWRXzJH7uUYqC6ncNEBWH7wfHggpeAP1QfP+y/A899JDYv27dOqEJuPNlooEFL83IB+a9994rhr+5zS2SuDvQUg3G5Nxu8OPDMfUhg4gp7EOIplsQ6N69uziGMcQS5HXggQc6n1IMHz5cnIsIJIkUcKDQu4Eo4ZUO/qOBa8Y560MvXrxYfPYSUfAARKQQRCsJXigY9ucV2omoKqQlQR74nCmaDkPxzj77bOfszPgVvDCEEue7I9nwXeI/AvJhj3uQobF+I5ayIcvrzh+gfuFYpt80RByIg/CP/C9Nx44dnaMkxEP8tyTbKpUQ9HBd/fr1xQPbL9kEL6wyg5eRG5QX16im/g7kS/mKK67w/N3BINxmE7xwz6jXGCKa6b9rLHgxDMMwDMNULFTBC2AUDP4Ji7a8bFtjmBvwErxUymtrS9B/wbFzzz1XbDFKJ1dyEbymTZsmzoGYBvDPY4zMwRBD2VdSDdOX4L5k2z6I4KWC/tDSpUtF2nJOMYzkKQ8peCHYwd2WnzdvnjhHCl5y9InE7z1iSh+kgwg7NzJCL4zgBdAXRh8ekX0SRJGhPwEfoc8B3QD9LwyDlaIeow8WvDTjfmCWh7sDLSOZEFLpBj9qHFMfMvKHms0wJ5MEeeHB6kY+1NSIKCl4IerFTaZ05DVYhhVAXcdnCHNeQITAf1EkGNOO5Vu9kBFuErx48DmbYQx5efgVvADuHUMpZWgt/If/BOBBqgKxEPeE9BHqjLHaP//8s4jkC4osb7NmzZw9KWQdwfxaEgiLEKfk6oZukxFpAHNw4b6wH+IXhgh+9dVXZfcJ8PKHgIlzIOihDmM4qRQ5yyOb4JUpwmvTpk1lLzv5G/ESvIJOWo+VVDCEGOHk2V5s7t8rwzAMwzAMk9+4+2+y/4KRLJhiBSKK/Ge8V3vST1tbgr6AHDaHdjXEmlzJRfByR3jJIITyDG1iINvWfgQvXIO+A+ZhVtOUhqF95SEFr/Lm8MKwUDd+7xHBEfhuvUD0Fc7N1i8IAr4X/IMfUX4A3z3qAUZCoc+FOcfcI6iYcLDgpRldghfmuXKDIXI4pj5kpPCAyQBVBVw195BG5OnG66EmxSvck5tM6bivwY8XnzFxuxd+BC85L5nkhx9+EJ8ff/xxz/uG9e/f3zk7M/I78yN4yRBYfF8AQiE+9+3bV3xWwZh3zAeAFyaGq+I8LEigikh+kOX1ErxkHcHQRsl1110nxDj8twr/acKCCPAN5t3Cue77hmiG+8J/Y/AiwDkIu8V/RlQQFYgx8RBdMbwSeWCOg/LIJnihTuGYewEFFbwAcY4uwQv3izBrROep4/q9cP9eGYZhGIZhmPzGq/+GaBvM74TRKE8++aSz17s96betDbDwF9rPOI75lXOJfpLkInjJOaPksD/0R/AZ0U9qX8lt6j/zcX6ughemGsEoDfzjGlPUYK4qTJWDNOXczbmIR7kKXl7tcb/3mE3wwnRBuZY5VzBnGEb+YHE2gOmLkAdGZUngKzl8ltEDC16a8XpgZsP9g/U7pFH+GMvrqEviFryyDWlEOClEBnUCdz9DGkeOHCk+Q/AKg/zO/AheeKjjBSj/I4NIMvf8bF7gXIh/yE+d5NEPsry5DGmEmIMX8F133SU+q2BSzVzuG8NccV62Oo3QbXw/ECzLWxI4m+Al88JE+ZnQKXihnmEsP/7TIlcezUamFyzDMAzDMAyTn3j13zCfMPbBxo8f7+zduj0ZpK2NPpBc0VHOjQuhI1fKE7zQ3zjzzDPFOXIOZcwVhj4WJnTPBa++IcA+L8ELi5nhGIIC3GBhKxzLRTwKI3j5vcc4hjSqYM7sKlWqiKGeQPb7J0+eLD4DLJqFUUGMPljw0ozXAzMb7h8swlsxhhfDytRJ6/Hgwn8PkLb6kBk2bJjYByUYw77cIOJHnXw7bsELYPgfXgT4UavARzhXHXIpJ4TPZdJ6+AQPNPx3ZOLEic7eFDgOwa085HfmR/ACUOfxwpNlc3/nCG+GucGCAThfjdDCd40ljb3OdyPLm23SehlpBmEOvkd4sQr+i4T/Jqn3jbrnNXeVFFrlc8Id6SVBHcR5ePFnI5vghf+4QPSUfvUCYci4Pqzghfoh/+PkNU+dF5lesAzDMAzDMEx+4tV/wz9z0WZ190nc7Uk/bW0JpkDBfjkvGFbM99MezSZ44Z+5cs4s9B1VEFCB/V9++aWzJx1ESEm8+oYAwQrqSBJJp06dxPmILFPBHLkYpodjuYhHYQQv4OceZRRcrpPWo5+G/praR8+VqVOniqlgMEJJIv+Jrw5hxHzEct41Rg8seGlGPjBvuukmEcHjZXLCPeD1g/3111/FCoOYUwgrGUL5/9e//iWGwSFtTGyn0qhRI7EfK2DgodSmTRuxBOott9wilmRVf6hJCF5Y1RHDFhERhegm/Lfj9ttvF+chuksVeSDQIVIKDxkMAcTEfVhtEuIOxC1co4KHKOZ9wgMED3cMBYWQhAcXyuh+SHshvzO/gheWk8V1+O8Mvi/3uHR53/iPz9tvvy3+44GwYoxrxzXq+fLh7uVrN7K8p512Gu23335iOGXz5s3FMsDY737h4sEJf0IMwosUdQpDK88444y0+4ZQhQgt1F3UH5QXYiQEWKx2MnToUHEefIsQYMzLBn/jO0JdQ1ruF6sX8iWd6aWH/QgjxzkIJUfjA2XBPeJZhd8Fjqnzzcn660fwQrlxDfzg9TvFy85NthcswzAMwzAMk3/ItnUuAQvu9iTIta0Nvv32W7HvkUcecfbYc9Win4d+Wy5z4sq2NIYOos2KuZ8w//PDDz9MBxxwgDgGUUpd0RysWrWqbN4wtNkxFQnaw5hAH/nnskojxBiUE8M18U98+Q9q9OGQN4I20N+BHzAUFAIZ+ixIK1PbXyWs4OXnHjEqBQuc4dwbbrhB9GswygRllmmoZZb1RP2ney7gn+zIV51jWYI+PuYQhrAqxTp8n4w+WPDSjPwhZDN1pY5MP1io5HhIQoDApHwPPvigiObB9XiYucHEdwjLhPgDcQIrKEIAwY9cnSsqk1Dl9VDTJXgBRGAhnBXjpFE+XI//ZuDh6AaqOUSbvffeWzxQa9WqJcQl+QB0gwciRDEMK8R/EGQoK4QZjI8vD/md+RW88PDCxO649uKLL3b2pkC4Kh70GKuNe8F3icksIeRNmTLFOcsmiOCF8uLBDPEJ940XK74/95BC/IcKy+BCKEIZcH6TJk3EYgTqfeM/QngZIAQa9QhpYiw+BDBEEkqQPwQu3Au+H4h3EC6RZi7zkpUneAFEJbZq1Uq8VFH/MeQQLx/M+YYGgjtaUNZfP4KXLEcm83qZZXvBMgzDMAzDMPmHbFsHFbxybWsjygftWaxQr47AAWjLog+D4Wzljfhwt2FRHlyL9jj6jOg3ZQLDKTEHL85FOx5BBYhEu+OOO8ScWxKvviHAPVxyySXin/oyfwmGfqI/in4P0j3rrLPEUMdc2v6SsIIXyPUeAQQyCE0IIsB3h+8GkXdeZZb1xK/g9cknnwh/ed0TIs6wsAC+P9wT6g36mIw+WPDKIxBhgx8ZFHWmcFEFr3xEvkAwBxuGR3oNxTUNDPVEWSG+suDFMAzDMAzDMBUXPyIdYzYseBkIBAB3lA7mZ5JzeGGoHFO4VBTBSxpWsjEdOYwSxoIXwzAMwzAMw1RcWPCqOLDgZSDTpk0TQ8kw3xVCIBGSKefvksuYMoVLvgteM2bMSFsaWK5UYjKYFFSWt3///s5ehmEYhmEYhmEqGix4VRxY8DIQDJ/CpO5yjiRMyI65i959912xkh5T2OS74MUwDMMwDMMwDGMqLHhVHOrWrcuCF8MwDMMwDMMwDMMwDFNxePzxx1nwYhiGYRiGYRiGYRiGYSoOLHgxDMMwDMMwDMMwDMMwFQoWvBiGYRiGYRiGYRiGYZgKhXbBCysMPvTQQ1S9enXafvvt6YQTTnCO2GDS9bfffpvOP/982nfffWmvvfai8847j/7880/nDIZhGIZhGIZhGIZhGIYJjnbB67fffqODDz6YbrzxRjrppJO2ErzWrFlDe+65J/33v/+ljh07UteuXenWW2+lbbfdVnz2y/r162no0KFiBYW5c+eysbGxFZTh2YdnIJ6FTIr1K1bQ8C++oKF9+wr/sLGxsbGx+bG+fQfSF190pRUr1jhvFgZw34uNjS1XM6Gfol3w2rx5s/MX0T333OMZ4bV8+XLnk82WLVvo1FNPpQsvvNDZkztwIJYMZWNjYytkw7OQSQGxy8tPbGxsbGxsfgyiF5OC+15sbGx+Lcl+SqRzeHkJXpm4//77qVq1as6n3IFqKJ3opSqysbGxVWSTDU88C5kU6/v2pbmWX0SUl+WjimwDBwyg37//Xmy9jrOVb+xDPcZ+DG/sw/Cmy4cQurbZZi717fu382ZhAPe92NjYcjU8J5LupxgheCEq7Nhjj6Vrr73W2ZM7cCSciK1fZs+e7fwVHB1phCFs/uwD9gFgH+SvD8I8Ays01gvWcoy9reCUbNpEs8ePF1smGOxDPbAfw8M+DI8uHw4dusB5jSxw9jBAbXck1fZKor1V6OSzz00pe1zliCKfoGma0E8xQvBq1qyZmMOrT58+zp7MrFq1SjhMmlQNVSeuW7eOli1bRkuWLGEzyDCUVR3yyjBMePDsY8HLAxa8GB+wD/XAfgwP+zA8unzIgpc33O5gGCZXTHheJC549e7dm3baaSd69tlnnT3ZadCggXCa26QTIXbNnz+fioqKPEUX1ebMmeO534/pSCOMhc0/Lh8sXrxYfC+rV68W35NOwqrYOlTwuBT7TLAPCtcH3PDMAAtejA/Yh3pgP4aHfRgeXT5kwcsbtd2RVNsrifZWoZPPPjel7HGVI4p8gqZpQj8lUcFrzJgxYsXGf//732Li+lwoL8ILkV0QuziSyDwWLVpES5cudT4xDKMDPPtY8PKABS/GB+xDPbAfw8M+DI8uH7Lg5Q23OxiGyRUTnheJCV7Tp0+n/fffny666CLauHGjs9c/bifKiKJcWLlypfNXcHSkEYaw+cfpAz/fjR/Cqtg6VPC4FPtMsA8qgA8WTSKa1Mne+sCEF4mRsODF+KBk9Gha3KKF2DLB4boYHvZheMaM3kSftpgttmFgwcsbtd2RVNtLR5staqYWrabuE4rEtiKQDz7PhCllj6scUeQTNE0T+imJCF4LFy6kI444gmrUqCEitsLgdmJUogoTHv5uGMaD4qVEX9YhavDPlOEz9ueACS8SI2HBi8kFvJMuvtiuK9Lwmd9VgeC6GB72YXB0/5xZ8PKG2x3ZWVa8kW5rPYgOe/6PMsNn7GeYQsOE54V2wWvt2rXUvn17YRdeeCEdcsghZZ8xjxPm2KpevTrtvvvu9Ntvv9GgQYPSzC9uJ/oRVWRkUhgFPkiE1Jo1a+iaa64Rf3/xxRdiwv4pU6aIz+Dss8+mCy64wPmUHeQPYbFXr17OHm+aNGlCnTt3Fn9jvrRDDz1U5CHLv379eqpTp07ZUNAPPvhAfD9ukM9+++1HL730krPH2wctWrSgww47TNyfJCrBK6yKrUMFj0uxzwT7IE99sHEt0ae1iRrsmS544XNb+xlRHia8SIyEBS8mF9Abtt7Boq5Iw+fa1u+S8Q3XxfCwD4Oj++fMgpc3arsjqbaXjjZbVEDcqqqIXTB8vr2N/36uSZjs8/IwpexxlSOKfIKmaUI/RbvgNXPmTHFTXgaxJNtxmF/cTvQjqkSpwJeWljp/bc27775LP/zwg/gbglCtWrXolVdeEZ8x1PPcc8/NWfAC5QleGzZsoPPOO8/5RGLy+BkzZmyVxxtvvEEdOnQQf0OY9CoD8kF+uYAFBuIQvBgmNAGHE3pSsoFopfU8mjecaHJnouFfEvVuQtTpGaJ2dxF9dhnRB6dYP7iDXCKXh+VQHhNeJEbCghdTHpbPRB3JZBMmOCcyucJ1MTzsw2BE8XNmwcsbbndkZkrR6rR+pdsqyvBGhskVE54XkQ5pjAO3E1VRZWPJZvp7SXFGq/NBH08F/voP+3ueD0OaKmp0E8S8U089VQhCt9xyC2H1wquuukrMU3b55ZeLyfTBWWedVTaUE4IQxC6IXODVV1+lVq1alYlN06ZNE9eff/75Ii15bx9++CGdcsopIlLskksuKRO8EFmFtJAH0gGI7Hr66afF3xKUVY3wAqNHj6bbbrvN+UR03XXXpUWeAbfgNXHiRDrttNPoiiuuoHr16qUdi0vwCqti61DB41LsM8E+CJh/rsMJS62OxyqrwTt/FNHU7kQjvybq29T6cT1P9OO91g/5KuvHdzqVvnFwelphDSJcOZjwIjESFryY8sA/eFBHMpnzDyAmd7guhod9GIwofs5hBK9PPyU6+WSinXcmqlyZqI7VtFDpZL3ea9Swjx95JNr1zoE8QG13JNX+TLrNmQmMGFL7lW7D8XzFVJ/ngillj6scUeQTNE0T+ikVWvCCQOX1sAljSDMTEJH23ntvWr58ufgM0atfv37ib0ROPfHEE+JvzF8mgSAEYQiC1IABA0QkFqK8pOAF0emvv/4Sf7du3ZqeeuopMTT0xBNPFJP9I3rr6KOPFkIUxKfLLrtMrHiJoYkYGomVETGc8eOPPxZpSKTgpYKoLnXOteeee04MRVVxC14Q3Hr37i3+hliXhODFMIERYpd7OKFlTY6yj314FtHbh3ufk5NZ171t/d4/PNseovhzXaKuLxL1/4Bo9Pd29JfndY5xhFdwWPBiygMhH6gjmYwjvHzDdTE87MNgYL0Jr5+xtDgjvKzmL/3TeoW//TZZbWSiX34hqlfPOWgxcCDRDjsQ3X8/Uc+eRK+/TrTddkRt2jgnGA63OzKDCC6v/qM0jvBiCg0TnhcsePk0t+DljvCSkVrg+OOPF6IS7JxzzqE777xT7PcSvBBddcYZZ9CTTz6ZJkYde+yxYn4tAEELkVSDBw+mW2+9VexD/hDWIET9+OOPYt4smSfEq+HDh2cVvNTyuwUvzPVVnuCF8kFUA126dOEIr4RgH5ST/5YtRGusevp3H6IhrYn+eJrokwvTxSU/9tZhRC1r2pFd7a0Wa5f6RP3eo6V/fmC1dnoQLRhDtHohUWmJU4AseIpuPIdXaFjwYnLh0EO37hnDeA6vQHBdDA/7MBiPPeb9U457Di+rqU7bb0/UrZuzw4PLLyeqaTUhVOrWJTrgACJnKl2jUdsdSbU/k25zZgJBB8e+3Hmr/iPP4ZUsppQ9rnJEkU/QNE3opxTskMaekxZt9TBSDce9rnMPaVRxR03dfPPN1ksy1dlCRBY488wz04Y0QhgCjz76KI23GjlqOl4RXhCYTjrpJNpkNYaQZrVq1YQQNW7cOMLE83jYgpKSEvF3tiGNKkGGNCLCq2/fvuLvhg0bcoQXkyyo+yvmEE3rQTSwJVGHx4k+vZSosdWpTROUcrBvbibq8w7RiLZEU7oSzRtBtHKe9cPSvMoOhk9C3FLzxmdepTEcLHgx5TF9uh1mgXqi2o47YrJL5yTGD1wXw8M+9M/XX6d+vocckv5zhtgVtOkZRPB67jmio492PniwYQPRTjsRvfees8MBkWDIa/hwZ4fBcLsjMwOmLfHsV0Ls4lUamULEhOdFhRa8yuPmj/qFXkXDHeGlikiYwwsCFObggn355Zdiv3vSeil4SdR0IDhhtUvM4YXoLgxnBM2bNxdzeGFer9rW2xxCFMDcXogywzWYNwxDHt2T1jdr1kxEnO21114iH0SOgUaNGpWtzIhoL+Tpxi14yTm8kNe9995LdfEvKgeO8IqPvPeB30njN5cSLbU6q7imn9Vq/OUh2tCiFtEbB6YLR16G4YoiMus+7+PSAkxgH6sPHEx4kRgJC15Medx4o11HqlShkgEDaOn//pfqJbuim5nc4LoYHvahPzCUcZdd7J8tmq1w25jRm+jTFrPFNgxBBC+U4YYb8E9ge+4u6OfYN2qUfVyOpO7Sxf4sQfMe+yHemY7a7kiq/amj3RoFddsOE/3JK5r1pe+HzC7rX85dvtY5I38x1ee5YErZ4ypHFPkETdOEfkpBC15Q2iFuyYcRLA4Ffs2aNSIyKk7eeecd6oQZMjOAYZNXX321mPsLQFD7BZMOuBg0aJAY9vjSSy+Jz4gyk2AOL4h5AJPnV69ePW1IZFSCF5PHlDdpPKKpIACN/5Wo11u2SPVRLaslabUi1Wu8rOnxRF9db7UqXyAa/oX1pB5EtHaZna4k5HBCEzDhRWIkLHgx2cD8mqgfsNaty3y4Gf9swr7LLnNOZPzAdTE87MPcwZS5mCUEP9kDDyRy1obS5kMpeHXsOEq8Y6XJURpeVKtGtPvuRMccQ/Tzz7iW6PTTifbdl2jFCqL+/e3yWs3pNEpK7P0ffODsMBhud3gDUevw+nZ/st3QObShpJSOe6WL+PzVwJnOWQxTWJjwvChowUtGZ2ECQayaEWQiQTXCKwnC5h/2egyDxIqQtWrVEtFm2RoBUQleiKQLQ9jrgY40wpC3PvAUnCzDRO8trBbia5W2Pqbaq3tZrcMaRN/eQqt+fpJo1HdE84YTbcjxtxxyOKGbJOqBCS8SI2HBi8kE/rFzxhl2/TjpJKLS0jIfliISG/sx8c+sWc4FTK5wXQwP+zA38DO2mp3i54ooqgEDnAMWunwoBa9ttjnIsm3KzD0yQ+Woo+wyWdmXsWCBvRojJrGXgtfgwc5BByl4NW/u7DAYtd2RVPszifZWebzZeaIQt2q81o3WbyoV+2TE172fDxGf8xkTfZ4rppQ9rnJEkU/QNE3op+St4IWJ2CtXrkyVKlUSTsTQv6VLl9K8efNo/vz5Ym4rDMvDcD5EL8mt+je2OEeei+3atWtF1JLcFhcXi7mw5BbRWaVW41huV69eLaKi5BaCj9xi/iwISnILotgifZmfzF8tlyynLLe8D3WL+1PvG1vVL9l8KY+V50t8Nwustz7mIMP5RUVFYrtw4UJxPo7hPHx/KBO2KDN+ILgXbHGP8gcnQytnOZ0S+dnvVl6PdGX6Mj/kj3JjK8slyynLjfuAL3Bf2GLYKXwAcQ/3jnoJ/y5btkz4G6t44vtYsWKF+L7wHcLwN/bhGM7BubgG18o0kCbSlnnIPFEW1ZfYoowoq+pL3IuXL8P6EFuk5/4sfSq/w3lz51Dp4mm0rP+XVPr7k+lCUxbb8to+tLn56bTh61toY9f/0ZpBX9Lav4fQ8sULynwp/ejlS2yl/1Vf4vvBdv2cUbRi0Le0Ye7otPrp15duH+jcbuVLp14OGzYs8ReJkbDgxWTim2/sugHr3l3sKvOh9eygvfayj736qjjG5A7XxfCwD3PjtddSP+OWLZ2dDrp8GCTCC5PR77ef80GhenWiu++ueEMa0S4JQ9Drw+arGwhc1V/rJsStxp1TU1P8MNQe1ljtpc60bqMtguUrpvncD6aUPa5yRJFP0DTV50VSFHSEV7YXVq7oSCMMYfOP0wd+vhs/hP0B6fgBJvkjBkb6AMMH/+5LNLgVUYfHiFr/i6jRAZ6Clqf99KDVMuxgtQKnEJWW32g10gcxgDwrpOCF9doxRgU9gJIcVrt0w4IX48XatUQHH2zXjSuucHa6fCiXe8MKjqX53UGJG66L4WEflk/nznYQJn6md92FjphzwEGXD4PM4YVpbr0Er5NPJrr3XjMmrb/fer8eaL1f0XbAP/L8orY7wrY9gl5vWpsHQxghbGFIozpf16JV68V+2J8TnTG3eYppPveDKWWPqxxR5BM0TVzHgldI3E70I6roUD+TVozD5h+nD6ISvBDtEoaw1wMdaYQhUR+UWK23hWNpM4YTdnuZ6OsbiN49xlvEkvbq3kTvW60/r2PSfE7eXqj1wIQXSSSg9Y8JWax7Y8ErO9xB9kGjRna92H57O9TCIc2HmF0a58C6dnXOYHKB62J42IfZmTEjFYSJqClo2G50+TCI4IWpa3HNuHHODot582yR6/337c+XX0501ln235KHHiI64AC0I5wdEdLber8iil2H4JVU2yuJ9lYm0A/CJPUQtTCE0c1Vze1jL/4y1tmTn5jkc7+YUva4yhFFPkHTNKGfwhFeIeEIr+QjvDC0Kwxhrwc60ghDqPwXTaKlA74qX2CCsLliDtHkLkR937UnkG95ZvnzbL1zNNFX11kdxxftObYWjCbatN5OU+Ok8YVaD0x4kZQxbZrdakcvBILCCSc4B1xMmWJPCr7rrvYyVv/9L5aGdQ66sO6NBa/scAc5RxYuJNptN7tePPyws9NmKx+edpp93s0325+ZnOC6GB72YWYgbtWoYf80IXpNn+4ccKHLh0EELwSFnnoq0dFW06ddO6JffyU65RSigw4iKi62zxk4kGiHHYgefBCrn9s6/HbbEbVpYx/3Ypr1fn3Ier9iQajtrfcrFpDyAlO8XGa9X3e13q+Y+uW/1vsVU2B4oUPwSqrtlUR7KxNDZy4ri+IaMG3rfk7TbpPFsbPf/FNLoEFSmORzv5hS9rjKEUU+QdM0oZ9S0IJXmVKJjv6kTr4jSkAQtRPzCMlVGr/44gvadtttxQtKcvbZZ9MFWCkqB5D/PffcY70wrTdmFjDnWWfEgFtcfvnlYpL5mjVr0ueffy72YR6oOnXqlN3PBx98QL/99pv4WwX57LfffmWrNAIvH2CVxsMOO0zcnyQqwQvzGIUh7PVARxphCJR/thUS168isarh0E+JOj5J9NllRG8ekn6uy7a8vh/RJxcS/fYo0aCPiP7uU/7k7xonjS/UemDCi6QMPDMwXOzGG+3JwL0a5FimCi1/6xkkJjFp25Zon32I7rjDOcGFdW8seGWHO8g5UreuXSf+aT1nFi1ydtps5cOPP7bPxWzYmFyHyQmui+FhH3oDnQBzYOFnCcuy8Lg2HwYRvAAeL7ffTrTnnvb/dTB6evJk56ADyo//DSHyCytNuuchc4M2+cHW+/VG6/16kvV+9RK8MHfpQdb7FW38Ltb7ta31ft3Her/ekeH9qkPwSqrtlUR7KxOPfDtCCFqXvNfbU9AaOXt5mSA2aWGygRJhMMnnfjGl7HGVI4p8gqZpQj+loAWvNUWzMnf4cwSTYXuRrVK8++679MMPP4i/IQjhxfTKK6+Iz9OnT6dzzz03Z8EL+ZcneGEC7vPOO8/5ZP/3B2D/4YcfLibwBm+88QZ16NBB/I3/BnmVAfkgP5VMPsAqNnEIXphEPAxhrwc60ghDoPw9o6ssa1h5631pZl2DlRF/sBpQPd+059laOp3mzw2xIkgI0VlSqPXAhBdJGar4jeeEl+D11lt2D0B9Fnz7rd2DmTjR2aGA/Sx4ZYU7yDkwZowdQoE6gaXSXGzlw5UriXbZxT6/aVN7H1MuXBfDwz705qOP7J8jLMsiiQJdPgwqeEWB+s9ltMO9BK+3rPcrIrvUtva31vsVbYSJHu9X7A8reCXV9kqiveXFwpXr6cgXOgkx6+tB3iv7bt68hU5t2F2c07LnNGdv/mGKz4NgStnjKkcU+QRN04R+SsUWvEo2io54JtvS+mK78+7uzLep7Xm+MKSpoL6AZs6cSaeeeqp4Ed1yyy1iVbWrrrqKLrroIhFVhfHy4KyzziobBghBCGIXRC7w6quvUqtWrcrEJoQw4/rzzz9fpCXv7cMPP6RTTjmFbrjhBrrkkkvKBC9EViEt5IF0ACK7nn76afG3Csp+1FFHlYU6jx49mm677TbxN7juuuvSIs+AW/DCCxSRYldccQXVq1cv7VhcgleQl7VK2OuBjjTCkHP++M8T6nGvxq56n8HeqmpV0qusSvQc0Yi21g9uONFGJybfRd74IAP5Wg9MeJF4kknwsp5l5ES4loFZfLFm+7vvOjsUrHuzHOt88AELXowEz73a1nsd9aGq9Uxb7wypVvD0oQwnOe44Ow2mXLguhod9uDUYAohgS/wcr7wy/X8rXujyoUmCl0omwQt9BTmCRIJ/bu9svV/xz3Y3OgSvpNpeSbS3vJDDFU9s0JWKN2Qu01PtRovzbvxogLMn/zDF50EwpexxlSOKfIKmaUI/pWILXujYe3XiwxjSVFCjmyB47b333rR8+XLxGaJXv379xN+InHriiSfE30cgdtkBghCEIQhSAwYMEJFYiPKSghdEp7/++kv83bp1a3rqqado8eLFdOKJJ9LGjRvFvR599NFCiIL4hHH7CKeFmIWhkYsWLRLDGT/G8AwXyPe5555zPtlRXeoLFMfaY/ZNBbfghRerHCoJsS4JwWvBgnANkbDXAx1phCFj/uikIWpqaBuiH+8leqdaen3OZIjcWr3QVyfPWB/kSL7WAxNeJJ5kErwwZ9fzzzsfFI4/nuiBB5wPCta9WW9Z50Nm8E8E+EBaUceO4toS67mKTk9FtvVr19LMMWPE1ut4oVspIpdRjywr/eYbz3M8fdizZ9l1JX37pp3P5m1cF8Mb+zDd5s3dRAceuEX8FI84YgstXuR9nmq6fDhwwGyRb74IXpiz63mP9+vx1vv1AY/3a66Cl/v9OnToUHEt/k6q7ZVEe8vNhpJSOu11O3Lrtd9Ti6B48ceYBeI8rOK4vDg9eCJfMMHnQTGl7HGVI4p8gqaJ5wQLXiFxOzFuwUsdugjBS0ZqAbxgIFzBzjnnHLrzzjvFfi/BC9FVZ5xxBj355JMiHSl4HXvssWJ+LQBBC5FUgwcPpltvvVXsQ/4Q1iBE/fjjj2LeLJknXobDhw/3FLwgniGaa5P1Qpe4Ba9nn322XMEL5VtrNSgA5gtIQvBS7yEIYa8HOtIIQ1n++LfnwrFEg6zv+wervr1t1TWveoz5trz2SwswtNAYHwQkX+uBCS8STzIJXpipt3Fj54OC9Yyk6693PljgeYm5vqx7E1vnmZcJPG/gB2mn4zrLFnz/vfhPf0W2mWPH0ljr2Yyt1/GCtlGjaNPhh4u6sKF6dZo9bpzneZ4+tM7dhIgw69o1Vt1Uz2fzNq6L4Y19mLIZo8fTWacX4ydIO++8mTr/NN3zPLfp8uHv3/cTeeeL4LWD9X5t7PF+RR/keuX9iv4I5vrCuxJb2afIhPv9Kg3tjqTaXkm0t9z8MnKuELGq1v+DZi7xHv0gWbV+U9nQx99G5efk7yb4PCimlD2uckSRT9A0TeinFO6Qxqnd0zv4bsNxr+tcQxoxAb1EFarAzTffLP4LIkFEFjjzzDPThjTiRQIeffRRGm+9YNV0vCK8ELWFCStR8ZYtW0bVqlUTQtQ4q3GOieflhIn4rw3+dg9p/O6774RwhuvV8gcZ0ogIr67Osu0NGzZMRPBaiJW3QhD2eqAjjUCUlhDNG0Grur5pfbFWg6XxoVvXZdibBxN9cxNRv/etH80w6zrroeU5h5f1OcAKiSAxHzgUaj0w4UXiSTbBC/N4ucEk9jfc4HzwD0d4cUSIl5U2b26LpqgL/fp5ngPL5MPSN61nq3Xtll13pZKlS9OOsW1tXBfDG/swZU8+WSp/vvTF5yWe53iZLh/mW4QXBC/M4+UGcwVjCpSgZIvwSqrtlUR7y801LfsLAevez4c4e7JzyycDxfn//X6ksye/MMHnQTGl7HGVI4p8gqaJ5wQLXiFxO9GPqLLli6tDd/jdEV6q4IU5vCBAYQ4u2Jdffin2uyetl4KXRE0HgtOFF14oxuVDpMJwRtDcasRjDq9rr72WateuLYQogLm9EGWGazBvGMbuq5PWI4oLL0REkyEPpDt79mxxrFGjRmUrM+I8HHPjFrwQdYa0kNe9995LdbEKlkNcgpcUEoMS9nqgI42cgFA1ZyhRv/eIvr6R6I2DXPXXMQhf391GNLAl0fxRRJs9FlHQuEIiiM0HGSioeqBgwovEk0yCl98hjUHhObwYTDy/7752PSgngiGjD9HAg0iLNFq3dnYymeC6GB72oU27dvbPDvboo87OHNHlw3ybw8vvkMagqO2OpNpeSbS3VEbNWSHEK1ivyemr/mbikz7TxfnVX+tGJaXlTERnIEn7PAymlD2uckSRT9A0TeinQJ8oWMFrzaLZoTv8aoRUruAa96SSQck1/3feeYc6eazhLK/HsMmrr766bBJ+CGq//PKL+Ftl0KBB4iX70ksvic9qlBjm8JKTYmLy/OrVq6cNiYxK8AqrYutQwUOlkW2FwpINRLMGEPVuYtfNRvun11fHShtXtVqHdxEN/sQqzLjyZ3RVsfJdPuibQMMYVaL4b4If8r4eBMSEF4knmQQvv5PWB4UFLwZzVKIOoG7NnOns9CarDzEUCOmceaazg8kE18XwsA+JrNun3Xazf3Znn42OlnMgR3T5MN8EL7+T1gdFbXck1fZKor2l8uQPo4R4deE7vawmd27z3U5btLpMJBs6c5mzN39I2udhMKXscZUjinyCpmlCPwVaV8EKXmUTNWYTHMohilUQ/BA2/7DXYxgkQqVhWEVSDtX0IirBCy/zMIS9HgRKA8KqGFaoiFefX0k04Xeinm/YfzesnH5c2rvHELW/32qFfUq0eDJt8Fh1zA+J+UAjeVsPQmLCi8STTIIXhlugJ7NU+cfC99/bPRuPZdMDw4JXYfP330Q77WTXgfr1nZ2ZyepD/LMI6cDGjnV2Ml5wXQxPofsQzchq1eyfW5UqRPMCTHeky4f5JnhhOONu1vt1qfJ+/d56v6KNgBEZulDbHUm1vZJob0mWrNlAR7/YWQhXn/Wz3jU5gmlmznu7p7jurS7h/smcBEn6PCymlD2uckSRT9A0Tein5K3ghYnYEbpbqVIl4UQM/cMDfp71Zpw/f74Iu8OwPHw5iF6SW/VvzH+Fc+S52GICdkQtyW1xcbEQheQW0UwYxii3RUVFIioKqzViC8FHbvFgW7lyZdkW6N5ixQSkL/OT+cvyYItyyi3KLe8DW8wHJu9PvW9sVb9k8yX8jm15vsR3g/IiT5wP32ELxRjn4xjOw/eHMmGLMuMHgnvBFveIoaJADsXExPxAfva7ldcjXZm+zA/5o9zYynLJcspy4z6QFu4LPsGwU/gA4h7uHf6Bf1Hf4Hes4onvY9OnV9AW15DaLcrfqpW+exxt+vEBWt3nQ1o/fwIttvJCHjJPzN+m+hJblBFlVX2Je/HyZVgfYiv9ID/L9LGV32EuvsR9+PXlihUraNq0aeJ3AcPvAPtwTJ4jr5FpyDSxRR7wIfJU66dfX7p9oHObyZfDhg1L/EVShuVPQlQn7MILiQ45JPXZGY5tfTH2JPSYpB7z/331lT3s7I477OO6YMGrsPn3v+3vH0NoredBeWT1ofU7K1tAwVltmfGG62J4CtmH1iuuLKBy++2Jevd2DvhElw9NErzQXsGoCRimLTnEer/Kz3K6E7R7MAk9JqnH/LpfWe/Xfa336x2a369ob8h2B9o9YQh6fdh8w9D8z6lCtDrulS5iMno/NOgwXlx72ft9nD35Q5I+D4spZY+rHFHkEzRN9XmRFBzhFRIdaYQhbP5x+sDPd+MHiBRhCHs98J3GzP5biVpp1vQ4ot8eIRr1ndWCsQWPbOSlDzRTqD4w4UVSBoaNoXfgZc48gwIshnHppUS77mqLXY8/jokDnYOaYMGrcBkwIFXvXCsUZ6JcH778sp1epUr4N6ezk3HDdTE8hexDLDAof7pNmzo7A6DLhyYJXpjfF+96L5Pz+AIEAFxqvV93td6vELswWTP+qacTtd2RVNsrifYW2FS6mWq+0UOIVi//Os7Zmzu9pywW18LmrdDc7omYpHyuA1PKHlc5osgnaJom9FMqnOCFKA4okIiAKA9EeYRFRxphCJt/nD5A5Ayia3SDdMMQ9nqQUxr41+XMfkTt7yN6dW9voUsahtj6IG98ECGF6gMTXiRGwoJXYYJ3f82a9nePhRBy/IdMuT7EEEmkCXMWnWG2hutieArVhz16EG23nf0Tu+UWu8kUFF0+NEnwMgm13ZFU2yuJ9hb4Y8yCMsEKc3L5Zf2mUjr25S7i+q8HzXL25gdJ+VwHppQ9rnJEkU/QNE3op1Q4wQv/xcCQI4heMqIok+VyTnmmI40wFjb/uHyAcGt8Lxhappuw/7nS8Z+vrGmsX0k0uBVRS6sT5iVueZnP+eSM90EMFKoPTHiRGAkLXoXJd9+lhKkuXZyd5ZOTD2vXttPFlvGE62J4CtGHGLkvF1SFTr3G/3pQaejyIQte3qjtjqTaXkm0t8DNHw8UYtXtbQY5e/zzwJfDRBr3fZFf7ZOkfK4DU8oeVzmiyCdomib0Uyqc4AXwhSDSy0t4Ue3vv//23O/HdKQRxsLmH6cPMJdSLpF3fpFzFwQl7PXAM435I4k6PLb1yootzyQa0pro8yusz+lzeInPWI3RJ8b6IEYK1QcmvEhMQs7vWHuvvVjwKjTQGDv0UPt7v+wyZ2du5ORDubgCzHrvMVvDdTE8heZDjJI5/XT7Z7XHHkSTJzsHQqDLhyx4peM1f/Jk6wvDSA+vuVUxn2qmuVVxLq7BUE2M/lDnVEVbCsOnEFGSaU5VmDqnKrZoB6GfIec8lfPU5jpXannbv0ZMLovu6jp+YVl+2Krz02IryynLLe8D20962PN4VXupMy1ftUbcd3nz1ObiS1ybiy+xlXPnyrl01bKrvsRW+hJp5eqrXLfqd6X6Uvecv1OnTg3kS2xVX2Ir83T7Uq2fqi/VOX9xre56qW6lL5GP/A51+RK/dz/1Elv4Es8IFrxCAucFdSK+zLDoSCMMYfNnH2j2wca1RCO/JvrkwnQhq+G+RD89QDRrYCpOH6s0QtxSz8Nn7PeJUT5IiEL1QZhnYIWGI7wKDzkBEMZFjfM3t0pOPrQagmIOL+TxyivOTkaF62J4Cs2HdevaPynYr786O0Oiy4cseHmjtjuSansl0d56rv0YIVSd89ZfVLo5+JjbhSvXlwlnPSflzzDBJHyuC1PKHlc5osgnaJom9FMKWvCCchkWHWmEIWz+7AM95V8+dTBR5+etDtch6QLW+ycR9XuPqDhLHhi+iDm7fA5jVOF6ULg+MOFFYiQseBUWRUV2eAi+83r1nJ25k7MPsUoj8sCqjaWlzk5GwnUxPIXkw08/TYldL7zg7NSALh+y4OWN2u5Iqu0Vd3trefFGEZEFkapV7+nO3uBc0ayvSCvIxPdJkUQbVxemlD2uckSRT9A0TeinFLTghfC8sOhIIwxh82cfhLi+ZCPRuJ+JvrgqXeR6dS+i724lmtrDnkA5BrgeFK4PTHiRGAkLXoXFQw/Z3/fuu9vil09y9uHYsakeeid/i4sUAlwXw1MoPhw2jGjnne2fEqbF06kf6/IhC17eqO2OpNpecbe3IHJBoILotWKt1f4PyTtd7eGRtRr/JYah5QNJtHF1YUrZ4ypHFPkETdOEfkpBC14YkxoWHWmEIWz+7IMA16+YQ/RnQ6ImR6ULXe8cTfRXI/t4zHA9KFwfmPAiMRIWvAoHDF+Uy7u9+aaz0x++fChXgbz+emcHIyn4uqiBQvAhAgXkdHvY6g5G0OVDFry8UdsdSbW94mxvYfgihjFCoMKwRh0Mn7VcpAebUqR/Qa8oSKKNqwtTyh5XOaLIJ2iaJvRTOMIrJEkrxmHzZx/keP3mUqIp3Yi+/bcdwaUKXV9eTetH/GC9EZNrnHI9KFwfmPAiMRIWvAoHTFCP7xo954BzTPjyYevWdn477BAomqwiU/B1UQMV3YeI5JILnu60UzSPaF0+ZMHLG7XdkVTbK872VrfxC8vEqQnzVzl7wwER7ZSG3UWaH/UKP0QyDpJo4+rClLLHVY4o8gmapgn9lIIWvLByQFh0pBGGsPmzD8q5fs1ior7vEr1/YrrI1djqWHV5gWjJVHFahfZBjrAPkvGBCS8SI2HBqzDo0sX+nmHffefs9I8vH65eTbTbbnaeTZo4OxlQ0HVRExXdh5irS/5k27RxdmpGlw9Z8PJGbXck1faKs711e5tBQpi6+eOBzh49PPnDqEjSjYok2ri6MKXscZUjinyCpmlCP6WgBS8srRkWHWmEIWz+Be+DRZNo3aif0yeMx1j6mf2J2t9H9No+6UJX64uIRn5DtCk9ioDrAfsAJOEDE14kRsKCV8WnpITohBPs7xnDDEPMg+Lbh/dZ7wfkW61aqHwrGgVbFzVSkX2IVRjxs4E9+KCzMwJ0+ZAFL2/UdkdSba+42ltTi1aXRXf9MUZvPfh99HyR7hEvdKKVa83/vSfRxtWFKWWPqxxR5BM0TRP6KXXr1i1cwWv58uXOX8HRkUYYwuZfsD4oXkr0ZZ10MevzK4j6NiVqaXWc1P2N9ifq8DjR/FHOxVvD9YB9AJLwgQkvEiNhwavi06pVqvfcv7+zMxi+fThgQCrvvn2dnUzB1kWNVFQfTplC9E+rSYWfzOmnE61f7xyIAF0+ZMHLG7XdkVTbK672FlZRhCh15ht/0qZSvQtRrVy3SYhdSL/D6PnOXnNJoo2rC1PKHlc5osgnaJom9FMef/zx/BS8mjRpQpUrV6ZKlSoJJ06x3qSYTA3jSxFyBxUSX8zq1atpxYoVtGrVKlq5cqUw/I198+fPF+fgXFyDa5HG2rVrxdKb69ato8WLF1sv5fW0aNEi2rBhAxUVFdHGjRtp4cKFtMl6kU6dOpVKSkpEWqWlpTRv3jyxxZe6efNmmjNnjlh9A1swe/ZsrduJEyeK9GV+2CJ/lEeWC+VcsGBBWbnlfWA7Y8YMcX+4T9wv7hv378eXuDccC+JLbFEmlA1lRFnVsqu+xNbLlxMmTBDb8nyVtv2yDm1psGeasLVF+Ru2qdmptHlQK5r/96Q0n8pyynLjPnCPuK+wvsS+TL7EVvUltjLP6dOnp/lS1k+U1V0/vXwZyIeuLcqtfpbpq/VT/j6y+RL3EcSXSDuTL7GV16i+VOun/C1k+q3n4ku3D3RuM/ly2LBhib9IjIQFr4qN9Ru3GgH2d3zzzc7O4Pj2ofVbpOOOs/O/5x5nJ1OQdVEzFdGH1quXjj/e/rnssw/RrFnOgYjQ5UMWvLxBe0O2O9DuCUPQ68Pmmwur1m+i417pIgSp5n/aU5jo5uZWA0X6//dD5n+qm0IcPo8KU8oeVzmiyCdomurzIinyVvCShHEiOsRh0ZFGGMLmX3A+QCdlavc0YWsr+/omqzU2wNcwFa4H7AOQhA9MeJEYCQteFZv69e3vF7Nez5jh7AxOIB82bWqXYZddiFaudHYWNgVZFzVT0XyIptQtt9g/FSym2qOHcyBCdPmQBS9v1HZHUm2vONpbn/X7W4hRR7/YmZas2eDs1cvHvaeLPGq81k1MZG8ySbRxdWFK2eMqRxT5BE3ThH5KQQteiAIJi440whA2/wrvg82biRZNtForbew5ud49xlvkUm1SJ+fi3OF6wD4ASfjAhBeJScjo39p77cWCV0Vl5kyinXe2v99nn3V2hiOQDxcvJtpxR7scH3/s7CxsCq4uRkBF8+F779k/Edibbzo7I0aXD1nwSsdrdM1M63kcZhQDoudzGRHijrjHtWrEPbZoByECXkbEy1EMuUbSq9vNm7dQrTftVRTrfWYPmZfH3RH32KqjF7CV5ZTllvfhHsUwZtZikQfsrzHhfIlrc/EltnJkhRxpoZZd9SW20pfIN5vPgmzV70r1pe4RIbNmzQrkS2xVX2Ir83T7Uq2fmUaEIM8w9bK8rfQl8pHfoS5f4rfup15iC19OnjxZPC9QnqQoaMELX05YdKQRhrD5VzgflJYQzR9JNLAl0fe3E71V1VvUymbqBPY5wvWAfQCS8EGYZ2CFhiO8Ki633WZ/t/vui385OjvDEdiHN91kl+W005wdhU3B1cUIqEg+7N2baPvt7Z/IddfFt76DLh8GEby++MK+X7c9/7xzgkOnTkQ1atja/ZFHEn34oXMgD1DbHUm1vaJub/WcvKhMiBo9J7qoHAgU57z1l8inSVf//Y84SaKNqwtTyh5XOaLIJ2iaJvRTWPAKSdI/oLD5570PSjbQmgndifq+S/T1DURvHOQtYmH/1zfak9LPHmy1SK6y9qfP4SU+t73GSdgfXA/YByAJH5jwIjESFrwqJoMGpXqQLVs6O8MT2Iddu6bKM8r8OViipqDqYkRUFB/Om0dUpYr908BipnG+HnX5MIzghUcDHlfSnKAOwcCBRDvsQHT//UQ9exK9/ro93LNNG+cEw1HbHUm1vaJub937+RAhQl3bMtyCKLnwym/2xPiXNzN7AZQk2ri6MKXscZUjinyCpmlCP4WHNIZERxphCJt/3vlgYzHRdKt18Fcjos+vtFoJVmsqTbRy7O3DiX64w2plfGSvrri51EnAAas0QtxSr8Fn7A8A1wP2AUjCBya8SIyEBa+KB8JDzj7b/l6PPZZI4/0G9mGp9W459FC7TI895uwsXAqmLkZIRfDhxo2pn+puuxFZtxMrunwYRvBassTZ4cHllxPVrOl8cKhbl+iAA+yZOExHbXck1faKsr01c0kxVa1vR3f9MjL6tpUaTbZg5Tpnr3kk0cbVhSllj6scUeQTNE0T+ik8aX1IdKQRhrD5J+4DDB/EnFmZhhGuW040uQtRt5eJWv+L6LVK6SKVtKbHEf30ANGwz4gWT849bt7Kd83wHwMNY1ThesA+AEn4wIQXiZEUkuA1ejQtbtFCbCs07drZ3ynsjz+cnXoI1UFu0MAuE+aNW2duZyUOdAkNhUxF8OGjj6Z+qvjZxo0uH0YheG3YYK+1gbnNVDD8E9cNH+7sMBi13ZFLu2dq0WrqPqFIbN0EbTdF2d567fcJQnw67fXutKHE9Q/zCFi/qZSOebmzyPPbwfZ8TCaSRBtXF6aUPa5yRJFP0DRN6KdoF7ymTZtGDz30EFWvXp223357OuGEE5wj6XTq1Ilq1KhBO++8Mx155JH0YcDB62GciMnUwqIjjTCEzT8xHyCS6ss66aIVPkN4Gv+rVUGeJfroHGu/e9ihYx+cQvSb1aIa9R2tmTsh1MQQXA/YByBffWDCi8RICkHwQo/q4otTPUsYPmcLLchX1q8nqlrVvsfatbVPBhSqgzxrFtG229pl+/ZbZ2dhoktoKGTy3YdffZV6HD31lLMzZnT5MIzgVaWKPUzx8MPtyfoRDAomWE1WHO/Sxf4sWbzY3v/1184Og1HbHdnaPcuKN9JtrQeVRS/B8Bn7JUHbTVG1t4o3lNCJ/+sqytq022Rnb/Tc/8VQkecDX5rbZkmijasLU8oeVzmiyCdomib0U7QLXr/99hsdfPDBdOONN9JJJ53kKXgNHDiQdthhB7r//vupZ8+e9Prrr1svhe2oTYDB62GciBUEwqIjjTCEzT8xHwixK4OY5WUf1SL642micT9bv7iFTiI2eesDjbAPCtcHJrxIjKQQBC+IW1JokYbPEIQqGm+/nbq/MWOcnfoI3UG+7DK7fBdd5OwoTHQJDYVMPvsQ09j94x/2T+H887WOOvaFLh9Kwatjx1HiHSst29AezN312mv2tls3O9oNwhe2oH9/2z+Y10ulpMTe/8EHzg6DUdsd2do9ELeqKmIXDJ9vb5O6+aDtpqjaW18NmiXKeeQLnaho1Xpnb/R8M9jO99iXu4iILxNJoo2rC1PKHlc5osgnaJrq8yIptAteWP5Scs8993gKXpdffjnVdA1er1u3Lh1wwAFp1+dCGCdiac2w6EgjDGHzT8QHiyZ6i1plthdRa6vT0O0losmdidYucy70Ji99oBn2QeH6wIQXiZFUdMHL6syJ+8tkCCOoKCD04Z/WuwH39cADzk69hO4gt2+f8v20ac7OwkOX0FDI5KsP0Rc64gj7J3DggURFRc6BBNDlQyl4bbPNQZZtU2YNMIzZB888Y69WuWBBSvAaPNg56CAFr+bNnR0Go7Y7MrV7phStThO63CaHNwZtN0XR3sKKibWb9hble+TbEc7eeJi/Yl2Zb3pNXuTsNYsk2ri6MKXscZUjinyCpmlCPyXSOby8BK8NGzbQTjvtRO+5Bq/37t1bOGO4z8HrYZy4bFl2ISUXdKQRhrD5J+KDiR09RC7FEMXlg7z0gWbYB4XrAxNeJEZS0QWvDh3s+8tkOF5ReOQR+54w+zV6jBEQuoOMWbr33dcu5wsvODsLD11CQyGTjz7E/6qvvNKu/jvuaK9CmCS6fBgkwssL+Trq3LniDWnM1O7BnF1SwPEyHAdB201RtLcGTFtSVr6hM+Nvz132fh+R9/9+G+fsMYsk2ri6MKXscZUjinyCpqk+L5IidsFrgvWkx013cT3pF1tPeuz/2ueTPowTi4uLnb+CoyONMITNP3YfbFhD9MVV3kKXNJ8TyOedDyKAfVC4PjDhRWIkFV3wkr2mTJZ0j1MXuE+ERuCesHZ/RGjpIGPCIpQTS60hXKMA0SU0FDL56MNXX009elq2dHYmiC4fBpnDy4shQ2zfQPCqaJPWZ2r3IIJLikdeJiO8grabomhv1W07TJTtimZ9RbRX3LzdZZLI/9y3/0ok//JIoo2rC1PKHlc5osgnaJom9FNiF7z69+8vbnqQa/B6idU4xP4Pyhm8jv+qwGHShlqdmaBOXLp0qfNXcHSkEYaw+cfqg1VWg+Hjc71FLmF7ErW9xjk5d/LKBxHBPihcH+DZl/SLxEgquuAFvObwknbwwUQ9ezon5jEybAT3s3ats1M/WjrIqgj5++/OzsJCl9BQyOSbDzt1Sj2G7rpL+3oSgdDlQ12CF7Rw6PYLnSloL7+c6Kyz7L8lDz1ka+U+Z3ZJBLXdka3d4zWHF+zw+n9Q36mLxTlB202621tzl68V5UL52g2d4+yNl2Ezl5X5yGtFy6RJoo2rC1PKHlc5osgnaJom9FMSE7wGuwavS8GreTmD1zFuHue5LYgT12poPOtIIwxh84/NBwvHEjU9LiVu/dWI6MtrUp9hELuweqNP8sYHEcI+KFwfmPAiMZJCELywGiMmqMd9SqtWzR5ThL/RC33uOXu4XT6CGZ/lfUU8zkebyHD22XZ5r/H/z5uKgDY/FjD55MPp04n22suu8tWr4x3oHEgYXT4MInhdeqm9xgaEQBiELDyK1a4WAnB32IHowQeJevUiamQ1iTGxfYC1uxJBbXdka/dgNUZMUC9FHNhRL3YS26Nf7Exdxi0M3G7S3d56s/NEUa7qr3VLbNL40s1bRP4oR6ve1o/LMJJo4+rClLLHVY4o8gmapgn9lLwb0qgzwmuJhqXbdaQRhrD5x+KDKVan5Y0DbVHr9SpWJfjNOWCB4YuTrBaBz2GMKnnhg4hhHxSuD/DsS/pFYhJNmjShypUrU23ZC6vIgpdDyejRtLhFC7EVYBXDE09MiUWnnmo9Z4M/YxMBa/jLezj99MjDHrSJDJ99ZpdZzlBdYGjzYwGTLz5E3wciF6o7HrcQv0xBlw+DCF7//S/R0UcT7bIL0c47E510kr3yojvyDWIY/IfhjZjs34ShoOUh36+VKlWy/LINTZkyRRiGOmF+H0xqjZXcVq9eTStWrBB9tpUrV9KI6Qvot2F/0/Bp82nC7EVU680eQtQ5ov4f1KrbKBE5gs402lDr1q0TfcL169fTokWLxNzPRUVFtHHjRlq4cCFtsr7TBdazFX/Pnz/felWU0rx588QW7SAsfjZnzhwxJBBbMHv27KzbqTNmlglNEL7KO1+mL/PDFvmjPAjgwFaWU5Zb3ge2uC/cH+4T94v7xv3DD49+PVSU48YP+3n6Eoa/sQ/HcA78Dv/je8jFl9iiTCgbyoiyqmVXfYmt9CXSLM83frfqd6X6Un6nslyynLLcufhSrZfTpk0L5EtsVV9iK/N0+xJb+b2rvsS9yHtDGrnWyyBb6UvkI79DXb6cOnVqxt+4ly+xhS8nT54snhcoT1IU9KT1+DLDoiONMITNP3IfDP6E6FWrJQSxq8mR1hc2zDmgD+N9EAPsg8L1QZhnYIWmECK8HDw7d6iL6HnBBzD0vj7+2IzxRrnQunWq7H37OjujQ1cH2WoNEu2+u13uxo2dnYWDNj8WMKb7ECN3f/uNqE4du5ojegnijUno8mEQwasQUNsdQdo9C1euL1sNEdZ24EznSO7obG9hCCPKgSGNGNqYJL+NmifKcsQLnWjlOrOeAUm0cXVhStnjKkcU+QRN04R+SuyCF7j88svpLNfg9YceeogOOOAAoUT6IYwToWCGRUcaYQibf2Q+2FxK1Pm51HDFljWJls9yDurFWB/ECPugcH1gwovESApd8JIgmnq//VLiEXqpCf9Wy2X16lSZb7jB2RktujrIgrp17bIfeWT+CIya0OrHAsVUHy5ZYk8bKB8l0p591jnBIHT5kAUvb9R2R9B2D4Y7Xt28X5no1bLnNBGdkiu62lvIE5PUowyYtD5pVqzdWDaXWMcx8529ZpBEG1cXppQ9rnJEkU/QNE3op2gXvBD61r59e2EXXnghHXLIIWWfpaMGDhxIO+ywAz344IPUq1cvatSoEW233XbUJsDg9TBORNheWHSkEYaw+UfiA6zE+O2/U2JX22utk1Y6B/VjpA9ihn1QuD4w4UViJCx4pcC7V4ZjwCAmudfEN4mXXrLLibnIpk1zdkaLrg6yAHOUSl9jgp4CQqsfCxRTfZhpjQzsNw1dPmTByxu13RGm3bN6/Sa68aP+ZaIXhhPmKnrpam8NVSaKHzAt2ak5JDd9PECU58l2o5w9ZpBEG1cXppQ9rnJEkU/QNE3op2gXvGbOnCluyssgbkk6depE1atXF8MbjzjiCGoZcPB6GCdirGpYdKQRhrD5a/fBynlEH5+TErt+/y9RabSNNuN8kADsg8L1gQkvEiNhwSsddCJatbKHNsIvMAx5NK0Bi7ko/vEPu3xY2iwmdHWQBfC1nH/sjjucnYWBVj8WKCb60CpO2WPDyzDM0SR0+ZAFL2/UdkfYds/seQvons+HlIlOL/wyVkzeXh662luPfDtC5Ishln4izKLkw17TRJlOadg9J1/ERRJtXF2YUva4yhFFPkHTNKGfEumQxjgI40TMJxYWHWmEIWz+Wn2wYDTRu8c4YteeRP09ZumMAKN8kBDsg8L1gQkvEiNhwcsbTF5/yimpniqEmbFjnYMGAIEI5apUiWj5cmdn9OjqIJfRrJl9HxDvYryPpNHuxwLERB926JB6ZHgZjpuELh+y4OWN2u7Q0fbaWLKZHvnGFp5g//1+JG0qzT7FjY72FuYSO/IFe9XIrwZFM+1KECYvXF3mixGzzXl/JNHG1YUpZY+rHFHkEzRNE/opBS14YVWCsOhIIwxh89fmg8mdiRodYItdr+9HNPF352j0GOODBGEfFK4PTHiRGAkLXpnZuJHouedS45OwTNj770e+EmK5DBmS6kFjWbMY0dVBLmPpUtuvuJd8WH5NE9r9WICY6EMsoC5/ml7GEV6Fhdru0NX2QiTTc+3HlAk9D3w5lNZvKhXHvNDR3mrabbLI68QGXal4Q4mzN3kQaVar8V+ibO9aZTSFJNq4ujCl7HGVI4p8gqZpQj+loAUvLMUZFh1phCFs/jrKX9K/RWolxneOJprnb6XNsJjgA64H7AOQhA9MeJEYCQte5dOzJ9HBB6d6rZdcQjQ/oUlyEQ18zjl2OapVI4q5s6+rg5zGLbfY91OjhrOj4hOJHwsM03zYpw/RbrulHhOqQTOvXds50SB0+ZAFL2/UdofOtheEnoYdJ5SJXrd+MojWZBCiwua7oaSUTnu9u8jntd8NU2wtXvp1rCjblR9Ev0pxriTRxtWFKWWPqxxR5BM0TRP6KQUteC1cuND5Kzg60ghD2PxDXV9qvYQ6PeMMYbTsw7OIVsxxDsZHoj5wKOh64MA+SMYHJrxIjIQFr9zAcLubb071YPfZh+jXX52DMfLTT6kyJDA+SlcHOY0ePVL3NGKEs7NiUzJ6NC1u0UJsmWBEUhcD8tdfRLvualfhypWJsMC6rNIwiF1YvdE0dPmQBS9v1HaH7rYXRK/3e0wpE72ubdlfrFzoJmy+v4ycK9KvWv8Pmrmk2NlrDn9NKirzAYZemkA2n08tWk3dJxSJrYkk0T73Iq5yRJFP0DRN6KcUtOC1SUNjQkcaYQibf+DrN1gPtG9uSoldX11PtH6VczBeEvOBQsHWAwX2QTI+MOFFYiQseOUOoqu+/JJo991TPdl69YiKY+oEYF6II46w873oIrs8MaOrg5wGhohWrWrf18MPOzsrKFA9sFyfrD8wfDZRDTGcSOpiALp1S60fceCBRJOdkVUYvghN2rRhjCq6fMiClzdquyOqtten/f4uE3wue78PLVqdLvqEzfealvbqkPd+PsTZYxbrNpZStZc6izJ+N2S2szdZvHy+rHgj3dZ6UNl3BcNn7DeJJNrnXsRVjijyCZqmCf2Ugha8FiwI/wLTkUYYwuYf6HqsxPhRaiXG4nZWxwjRXgmRiA9cFGQ9cME+SMYHJrxIjIQFL/9Mn54ewoGhhcOGOQcj5N137fwwPmrkSGdnvGjzoZvXX7fv7Z/W+3LtWmdnBQTilpwTTpqp490MJ7K66INOnYh23tn+Gg85hGjaNOdAnqDLhyx4eaO2O6Jse7UbOocOr2+LKBc06Ulzl6eeoWHyHTVnRZk403OyuSsPQoxDGR9sG8N7OAe8fA5xq6rjS2n4fHubQc4ZZpBE+9yLuMoRRT5B0zShn1LQgldJSXiRRkcaYQibv+/r548iesfqBAmxa0+iAS0SbZSB2H3gQcHVAw/YB8n4wIQXiZGw4BUM1OEGDYi228723w47EDVuTFSaefLgUCACaE/rXYK87rvP2Rk/Wn2ogt+l9GXbts7OCoblN3F/mczkUCADiawu5sjvv6fWWzjsMKK//3YO5BG6fMiClzdquyPqttcfYxbQUS/aKyme9eafNH3xGrE/TL5P/jBKpHfhO71o8+b4I4pzBStHopzHvdJFzDmWNG6fTylKrSbpZSYNb0yife5FXOWIIp+gaZrQT8lbwatJkyZUuXJlqlSpknDilClTaOnSpVRcXEzLli2jNWvW0PLly2n16tW0YsUKWrVqFa1cuVIY/sY+XINzcC6uwbVIY+3atVYbfAmtW7eOFi9eTOvXr6dFixaJ5TixQgEmbcM4VoT2jRw5UlSA+fPnW/2BUpo3b57Y4kvdvHkzzZkzR4xHxxbMnm2HperaDrU6c0hf5oct8kd5ZLlQTqiystzyPrAdM2aMuD/cJ+4X94379/Ll2pE/0RaswNjgn2JbPLyd8OXEiROFn4P4EluUCWVDGVFWteyqL7H18iV8AMrzVaatvF79rlRfyu9UlkuWU5Yb9/G31SLEfeXqy2z1MpMvsVV9ia3Mc/To0Wm+lPUTZXXXTy9fhvUhtshD/SzTV+tnLr7EfQTx5eTJkzP6Elt5jepLtX7K30Km33ouvnT7QOc2ky+HDRuW+IvESFCn7Z6Ks6PiEkkHuX//1HA82AUXoDI6BzXy2GN2+pgoyPr9JEUkPpRceaV9j+ef7+yoYPz2W6qeeFkCc7LlM5HWxXL45Rdb48bXhlHGs2Y5B/IMXT5kwcsbtDdkuwPtnjDkcj2isOTwvlMbdqfx81cGznfJmg109It2Wp/1M1vNnbdiXZl41GfKYmdvcrh9jjm7ZPm8DMdNIWw91UVc5Ygin6Bpqs+LpCjoCC90FsOiI40whM0/p+utTjYNbGlHdCGyCysxzk8NOykIH5QD+4B9AJLwgQkvEiNhwSs8q1YR3X13SrhAJNYPPzgHNTBpEtH229tpv/qqszMZIvMhgIogfThlirOzAvH006n78zKO8PJFpHUxCz/+mPo5HnUU3i3OgTxElw9Z8PJGbXfE1fYaPGMpnfC/rkJIObFBVxoyI9j8gM3/nCrSQNTUqvXx/saCcOl7fUR5G3QY7+xJDvd3hQguKW55mUkRXkm0z72IqxxR5BM0TRP6KQUteCFCIiw60ghD2PzLvR5zc3V80ha6YB+evdVKjBXeBznAPmAfgCR8YMKLxCRk9G/tvfaye24seIXn++9Tww5hd91li2FhqVPHTg8zYhcnu0pWpD5EmlWq2Pf63HPOzgrCV1+l6oWX8Rxevon89+zBd9+lxK5jjsF/8p0DeYouH7LglY7X6Jpx48ZljLzPZRTD1KlTcxoRgoj7nqOnU43Xugkx5ZiXOtGvgyaJTjjaXtiiHYQIeBkRL0cxyEj5GX/Poppv9BDXv/zruIwR9eVt3RH32CJ/RMDIkQByZIAcKSDvw+8ohtd+GyPKe07jP4X/chkRUp4vsZUjK+RIC7Xsqi+xlb6En92+OPU1W4R02w3Ne4njmXwot+p3pfpSfqeyXGFHhIy3ngd+6qX0JbaqL7GVebp9mcuIEJi7XurcSl/KvJCvLl/ity7rZS6+xBa+xAgcFrxCAucFdSK+/LDoSCMMYfPPej1WXfz6hpTYhb89VmKs0D7IEfYB+wAk4YMwz8AKDUd46QUNKgzJg09hhx9ONGCAczAAf/6ZSgsrRCZM5D589ln7XqtUsQWwikCXLqnxb6ecYq+wKb9TGI5ZnVnGH7H8nhWgWcpp5o4/HkvPOwfyGF0+ZMHLG7XdEXfbC1FDZzSyRSsMTewyLvcKi/nApCBjUvRRNob8vayszNMW2fOXJYX7u+o/bUlZ2dz28wiz2qRJtM+9iKscUeQTNE0T+ikFLXjpcHySXx4Im3/G6xHFhWguKXb98ZRV070nq6uwPvAB+4B9AJLwAfJkwcsDFrz0g8YOJrCXIgd6yZjgvsTnRKZIp3p1O41TTyXavNk5kByR+3DyZPt+Yb/+6uzMY/C72m03+36wmucSe3hRyejRtPTVV2mLnPX8P/8R+5ncie33bPHZZ6nFNU86iWiRuQvW+UKXD1nw8kZtd4RtewS5fvbStXTWG92FsHLEC53op+G5pXHzxwPFNaatIJiNktLNdPKrdlRb6z4znL3JoH5XazeW0Llv/yXKdUWzvjRhwUoxZ9dVH/QV+25uNdA50wzC1lNdxFWOKPIJmiauY8ErJGGciDC/sOhIIwxh8/e8ft4Ie54uIXbtSTTwQ3serwxUSB/4hH3APgBJ+MCEF4mRsOAVHcOGER1tvSPgX9hZZxFNn+4czAH0suW1vexhD0kTiw/PO8++56uucnbkKYjaqlzZvpf9909bxk/6sRRzsuE41BTUFyZn4vo9f/JJ6mdYo0aZZlkh0OVDFry8UdsdSbW95i9fS7Wb9hbiCqztwJnOEW8mzF9Vdm638fkVxvj4dyNFuW/9JFmhTv2uGnacIMoEwXHcvJXOXhK+lX4ePWeFszd5kmifexFXOaLIJ2iaJvRTClrwkmNow6AjjTCEzX+r6yd2JHJWYqRGVkN2UifnQGYqnA8CwD5gH4AkfGDCi8RIWPCKluJiorp1Uz3m3Xe3hyZm+eeIYM0aWyTBNdde6+xMnlh8CP/gvhEZl6+/V4x3w3BW3MceexCNGuUcsCnz4+rVREceaZ935ploKTtnMOURR11s2dL+amCnnUa0bJlzoIKgy4cseHmjtjuSanvhumXFG+nq5v3KBJaWPaeJOYy8eK69MxfWW39R6eZy3lOG8evIeaLsR77QKdGJ9uV3NWL2cqpa3/b5W10miX2SzZZvL3ynlzj26LcjnL3Jk0T73Iu4yhFFPkHTNKGfUtCCV6aHoh90pBGGsPmXXY/tgOZ2RBfErneqpa3EmI0K44MQsA/YByAJH5jwIjESFrziAcPz9tkn1Xu++Wai5cudgx688op9HoZFGrRiYSw+hEj4T+v9ivt//XVnZx6xapU9VxfKjyGLPXs6B1Kk+bFTp1S9+PRT5wymPKKui82apb6WmjWJVpgThKENXT5kwcsbtd2RVNtLXrd6/aayoYqwNztP3CrN5cUbqdpLncXxVr19RCMbAsp/uCMwdRqbXF2EXzeUlJZF1l30Ti9av2nreZ2+HjRLHEeZ5yxb6+xNlrD1VBdxlSOKfIKmaUI/pW7duhzhFYakFeNQ+S+aRIv7tSVaOI7o9yecIYyWfVSLaGXu/sxrH1gUfD2wYB/krw9MeJEYCQte8TF/PtEll6R60Qcf7CmGWJWUaJdd7HOesN45BhGbDzGnFe4fUVL5FPW0cSPRxRfbZccwxXbtnAPpbOXHa66xr9l334oXRhQRUdbFd96xvw7Y2WdbTb3USKQKhS4fsuDljdruSKrtpV63bmMp3f3ZECGywF74ZWxaFBdELuyH6AXxKB+54aMB4h6eajfa2RM/8Pl73aeU+RkT6nuB70Oupvna7xOcvcmSRPvci7jKEUU+QdM0oZ8CratgBa+CpXgp0Zd1UgKXat/cRLQhP1YuYRiGn4EZYcErXiDevP++HfkDv0MUee45WygBE6xGr1zFb++9jRM/YvPh8OEpxQErVeYD+G5vuy1V7g8+cA5szVZ+xPxe//iHfd0jj9j7mKxEVRfffDP1FWI6OYw6rajo8iELXt6Y2O7YWLKZHvlmRJkY89/vR9Km0s00acEqOrWhPcE9hjXmKxiuiXs47fXuYthgEkxauIqOerGTKMdLv4519nrT1BHGjn+lC61cl2DbhEkcE54XBS14zcYy6yHRkUYYAuUvxC5n6KJqTY/LuBJjNvLSBwoFWw8U2Af56wMTXiRGwoJXMoyxOhQnnJDqWZ98sj2pvfwMw4T3hs2QHZsPMSRArlB5663OTsN56qnUd/f8885Obzz9+Npr9rUQQUeYM6eLqURRF+VXALvwQnt0bUVGlw9Z8PJGbXck1fbyug5RXc+2Hy2EFpiMMpJ2TYt+Yt6vfGTigtSk+6MSmAwevr28qb0q41lv/imGkmZjyZoNdLQzjPRjA4aRJtE+9yKuckSRT9A0TeincIRXIYHIrUEfby10qbYoffJBhmHMhp+BGWDBKznWrSP6739TPWy3QfioXds52Qxi9WGLFrYfEA23dKmz01DUMXB3320Ldlnw9OP69URHHGGnAfGTJ7DPis66iK9LTpsHw89urRlT6kSKLh+y4OWNye0ORD9hGJ0Uh1SratntbZJd6TAomD8JQhPuA9FTcdOm74wyP/41qcjZm53nf7IXCqj5Rg8RgccUJiY8LzjCKyRJK8ZZ80dLZ9FEov7NiL64iui1fbxFLtVyWJXRjdE+yIEKXw9ygH2Qvz4w4UViJCx4Jc/HH6d62l6GYY6GEKsPMan/zjvbPsgyPDBxvv469V1dfjlRDr7J6MeOHVNpff65s5PxQlddRBOwfv30rxDaYyGgy4cseHmjtjuSantlu27ywlQ0lJdNLcrP8byYmwzlx8qUcTJ76Vo65mU7WuuJ73Nb0AxMW7S6zOc/j0i2jZpE+9yLuMoRRT5B0zShn5K3gleTJk2ocuXKVKlSJeHEKVOm0NKlS6m4uJiWLVtGa9assdqUy2n16tW0YsUKWrVqFa1cuVIY/sY+HMM5OBfX4FqksXbtWlqyZAmtW7eOFi9ebDUQ1tOiRYtow4YNVFRURBs3bqSFCxdabb9NtGDBAiopKaH58+dTaWkpzZs3T2zxpW7evFlM8AZVXk70JiuLrq1MX+Y3b8ZkKh3fgYq/f5C2YIiil6iVxZZPGSjuPy5fYgtfwqfwJXwKX6o+lfeGbRy+xFbmp36nslyynLLc8j5wX7g/3CfuF/et05fYqr7EVubp9mW2+hmHL7GV6afVz4R8ia28RvWlWj9lnmr9NMWXIJMvhw0blviLxEhY8EqeDh1SvW0vw3FDiN2Hd9xh++DEE8uNmkqEbt3slTRRxjPOIOvh6RzITlY/Xn21nZ7VdrMezM5Oxo2Ouogq9fTTqZ8aXG+91goGHT4EOgQv/HQOOsj+HqzXdRpYyLRGDVv/PvJIog8/dA4YDtobJrc7uk8oKhNavAzH85Eeyn0tWhWPeo12522tB4k8T2nY3feQ0Pu+GCquvez9PiItpvAw4XnBEV4h0ZFGGGbPmkVUNCF7FNdbhxG1v59o9PfWm3dxhjm8rM9tr3FS9UfiPgiZf4WoB+yDgvWBCS8SI2HBK3kQwYXvIJMVaoQXwCqW0g9Dhjg7DQG98t12s8uG+dYWW+2GHMnqxxkzUpFtjz7q7GTchK2L6FOqI4qvuy61dkShENaHEh2CF9bu2G8/+7tQBa+BA21N+X6reY7HweuvE223HVGbNs4JBqO2O5Jqe2W7DhFcUhjysnyN8Fq7saRsXqwfhsbT3kQ+0m+f/+l/0v+B05eWXd9vanJzdybRPvcirnJEkU/QNE3opxS04JW3rF9FNPF3og6P2xPNpwlXjnj1yYXWG/QNojlWZ29zqXOhA1ZphLilXoPP2M8wTF5RkM/AXGDBywwuvtieswvfhbRCn8MLbN5sh3TAH/XqOTsNYNo0OwIL5dp/f3uVRR+U68cGDey00bMfNcrZyaiEqYuoVg8/nPqp3XRTTiNRKxxhfKgSVvCaNMnWjlu1sr8PVfDCENOaNZ0PDnXrEh1wgPnT3OVDuwNRSZizS4otsHyew0ty92dDxL3U+8oVLhgBRavW04kNuor8HvhyaKAILVxzVfO+Io27rLIzhYcJzwuO8ApJLEotHjBF44n6ve9EcVVKF6tgb1Ul+ukBotE/EBXnqKAvmkSL+30ZeqL6uNTqTITNP2/qQRbYB4XrAxNeJEbCgpcZLLHeRxC38F1Iw2fsN4hEfPjmm7Y/dt895yGDkVJUlJpcfo89iEbmPleLpFw/rltHdPjhdh61apnfs0+AoHURrnzwwdTPDIuAlvhfeLtCENSHbsIKXpdcYg8t7dXL/k6k4IXhpViz4r337M+S3r3t84YPd3YYitruSKrtVd51GHoHcUuKXTB8ztdVGiVtB84U93L8K11oQ4kroEEjEKoebDtM5HXC/7rSgpXrAn9Xv42aV/YdTF6YTHRdEu1zL+IqRxT5BE3ThH4KR3glCYQmTBLvJTghimtCB6IOj2WO4mp9EVFPq8E813qDuqO4GIYpCPL6GRglLHiZBYYvYs4ug4YxqiTiw/nzibbf3q6nSU/kvtrqhJx6ql2WHXck+vNP54A/cvKjOrfbl186OxlJkLpYajUB77035dY777TSKVCxCwTxoRdhBK/27YmqVCFaZTXn3YKXHO3dpYv9WYLRw9iP9SJMJp/aHRi+iDm78nUYo5s5y9aWiUdRDhH8Y8yCsny+GTzL2RuMTaWb6Wxnhcmnfxzt7GUKBROeFxzhFZJAaWDooJhHSxGw8Hlmf6J+7xF9fmXOUVxh7yExH2iEfcA+AIXqAxNeJEbCghfjg8R8WMd696OeItopKTDBE0JRUA7Y9987B/yTkx8RtX7VVXZeVaoQrVjhHGCA37oIYQsCl/z6IHxBACtk/PowE1Lw6thxlHjHSsPCONlYu5bokEOIPvvM/uwWvPpbzX18HuQaXYfvEvtNXrwVqO2OpNpeSbS3TKF2095CPHrt92j+gbS8eCOd9np3kce/Ww2kzZvtoYxhfN6m7wyR3lEvdoptwn0VU+pLXOWIIp+gaarPi6TgCK8k8Jw03ss4iothmOzk5TMwQuQKvrX32svuObDgxeRAYj5Uo50mTnR2xgjGwd1+e6oMzZo5B4KRsx+nT09NYP/4485OBvipixBIMHRRfn2YA4pHier7PUvBa5ttDrJsmzJrgLnosvDCC0Snn576LjIJXoMH258lUvBq3tzZYRi8Qr69da+aja26Ajm2spyy3PI+dKxE3uDX0UI8Ou+tPwP5Elu5OrpcLV0t+5M/jBTpV3upMw0cN12LLydO+5tO/J89H1iTrpPK9qvflerLpFZ1d/sSW9WX2Mo83b7MVj/jWtVdpq/Wz6R8iS2umTx5snheoDxJwRFeIfGdxsLxHsKWYo0PIfrpQaIx7XKaiyvsPSTiA82wD9gHoFB9EOYZWKHhCC/GB4n50Gp8ilmqUVcx2U/cIE/kDcNyciHx5cdXXrHzxQT2o3mYiyRXH+LwjTemvj5MVm/1bRgLX/UwC0EivLB4Oubn6tTJDl6Edexof0cQvqz+YoUa0phU2yuJ9pYpDJqRWvlwxmK98z/2nrK4LO1Wvac7e23C+vyNThNFuie/2k2sOBknptSXuMoRRT5B01SfF0nBEV5xsXKe9RR5m6jJkd5Cl7SJ1luRYRgmR/LmGRg3LHgxPkjUh/Xr23V1333t4YVx8e67dr6wu+7Sopb48uPatUSHHWbnf+659lBHJicfoppcd13q6/vvf9l9Kr7qYRaCzOElo7ky2ZlnVqxJ65n4wZxYcvVEDBXUxZoNJVSr8V8i3aub96MSKx+dzF+xjo58oZNI/8sBM529TEXHhOcFR3iFJGsaJVaLBBPPf30j0at7eQtcbvO5YmLYe4jcBzHAPmAfgEL1gQkvEiNhwYvxQaI+nDo11RvGTNdx8O23qTwvu8wOF9KAbz/+9luqHF995ewsbMrzIcSSq69OuQ1Beix2peO7HmYgiOCFiC6IXqq9/779XbVqRTRihH3e5ZcTnXWW/bfkoYfsgE/TI/XUdkdSba8k2lsm8ei3I4RwhJUnddGgw3iRJkSpCfO3jmLU4fMnvreHS573dk8qdeYGiwNT6ktc5Ygin6BpmtBP4QivKFg8hajbS0RvH5EuZr15CFHHJ4k+udD67J7Dy/rc9honAYZhmNww8hloAix4MT5I3IcXWu0C1Ff0gqOme3d7JUbkh4mGMMZKE779CKXmiivssuy3H9HKlc6BwiWbD9ets6sI3AVDcCCLXVvjux5mIIjg5YWM+pJzeIGBA4l22IHowQft440a2aN727RxTjAYbnckz88j5grhCJPAIzIrLMNmLqOq9e2hjO90nezs1c+4eStFHrDOY8P9rpj8wITnBUd4haQsjQ1Wg3Hk10SfXuISsizDqoujvyfauNY+F6s0QtxSz8Fn7PdJ2HvQ6oOEYB+wD0Ch+sCEF4mRsODF+CBxH37zjV1ft90WDxJnZwRgrNTuu9t5HXUU0aJFzgE9BPLjtGn2+C6U6YknnJ2FSyYfYgRo7dq2m2CYAo3FLm8C1UMPohS8AOb5ql7drv5HHEHUsqVzwHDUdkdSba8k2lsmsXTNhjKBqsu4cPVz/aZS+te7vURa2OKzF7p8flvrQSKv6z7s7+yJHlPqS1zliCKfoGma0E/hCK8woKWB1RM7PEb0xoHpAtY7RxP1aGA9kdIn/EsDwxcnWW87n8MYGYZhJCa8SIyEBS/GB4n7EKE7e+5p19lXX3V2agYrI1apYueB7Qx9c79IAvvxpZfscm2/PdHYsc7OwsTLh8XFRBddZLsI1rChc4DxJHA9dKFL8KpocLvDDCAYQTh65sdwi34gogvpQEBDpFfU9Jy0SOQHGz4r+vyYZDHheZG3gpeOpXEnTJjguQRpuUvjrlhAq7o1pi0ta6aJXFte3ZvWfX4tlU7oSHNnzxRLgarLrQKpjuraDho0SKSPShRkadwRI0aEXoJ0rNU4lUuQ+vUltnJZVK+lcXEv6r15+XIg4sItyvNVpq28Xv2uVF/mspzr1KlTtS/n6vYltqovsZV5Dh8+PM2X2PpZGjesD7GVJj/L9NX6GeXSuOOtxm0mX2Irr1F9qdZP+VtI+6379KXbBzq3mXw5bNgwbnh6wYIX4wMjfPjoo3adPfRQsn7czk5NWM81OvJIO31EeMmJhDQT2I/Ws1jcN8p33nkFHbrk9qH1+hIugWtgjRuL3UwWAtdDFyx4eYP2hmx3yDZKUIJeHzbfikDzP6cK0ei013tY7cJgz0zM1SUnksccXtnQ5XOU9eKmvUWe9b5yhT1GhCn1Ja5yRJFP0DTV50VScIRXrlgdTJr2J1G7u4ka7psmdNEHNYj6NrVaJQudkxmGYeLBhBeJkbDgxfjACB+OGpVSNbp1c3ZqAIrJaafZ6WLurh49nAP6CeXHX35J3f/XXzs7Cw/Vh6tWEdWqlXILFtZkyidUPVRgwcsbbneYwfj5qfmwxsxd4ezNHazCiNUYcT1WZyzWMBdYrvwwdLbIF1FlM5cUO3uZiogJz4uCFrxyUipXzCHq1ZjovRPSRa7XqxD9XI+KBv+U6H8iwyq4OhTgKFRkP7AP2AegUH1gwovESFjwYnxgjA+lMHXzzc6OkGzcSHTppSnF5LvvnAPREMqPaEthxUiUc//9Sag9BciY0Zvo0xazqX+/TVSzZuqra9bMOYEpF12/Zxa8vFHbHUm1vZJob5kGov7PfONPIRy932OKszd3WvWeXiaY9Z6y2NmbGZ0+xzxhp73eXeT98q/jnL3RYUp9iascUeQTNE0T+ikc4eVFyQai8b8QfXUdbbWaYqvzrTdfG6J1/pV0hmEY3ZjwIjESFrwYHxjjw48+sustIrEWl98ByQoi0++4I6WYvPeecyA6QvtxitVpkytIPvmks7MwWLKE6OKLU1+Xah9+6JzE5ISu3zMLXt5wu8Mc6v88RohG17To5+zJjb+XFFO1lzqLa59qF24OsKDIIZnHvNyZlhdvdPYyFQ0TnheFK3gtmkSL+7VNnzB+0USiLi8QvVU1XeRqfAhRp2eIFoxxTkwh50BKirD56yg/+4B9ANgHyfjAhBeJkbDgxfjAGB+uWEG0yy523Q0rUD1jtVuQDgx/x4AWP75gtcNQZkxgPy76//ybAsQuLNIpvzJpxx7rnMDkjK7fMwte3qjtjqTaXkm0t0yk2/iFQjSCLVq93tmbHcyh9e9WA8U1iLJasTY3sUm3zyFyQexCOSB+RYkp9SWuckSRT9A0TeinFJ7gVbyU6Ms66YJWi9OJPj4vfR/sy6uJxvxItGmdc/HWIJw0ScLmr6P87AP2AWAfJOMDE14kRsKCF+MDo3x499123T3+eDxUnJ0+ado0pZjceacd7RUDWvxYXEx0yCF22S+4ILgP8gjLZWVfl5dNmOCcyOSErt8zC17eqO2OpNpeSbS3TATzbh39oi0atRuWmyDxzeBZZSLZH2Nyr9tR+BzDGW3hrYcY5hgVptSXuMoRRT5B0zShn1J4gpcQu1zDFFV79xiiPxsSLcttue4kvzwQNn8d5WcfsA8A+yAZHyBPFrw8YMGL8YFRPuzbN6V0OCvo+gLzdMnrMX8X5vGKCW1+/Omn1D18+62zs+LSoUPqdr0Mx5nc0VUPWfDyRm13hG17BL2e2zwp7vx0sBCN/vP1cGdPZhasXEcn/K+rOL9u22G+RIwofI4J6zFxPcqDieyjwpT6Elc5osgnaJq4rmAFr19//ZVq1qxJe+yxB1WpUoWuv/56mjx5snM0d3w5EUMWvUQuaUM/JSr1t0LF5pj+a5qJsPnrKD/7gH0A2AfJ+MCEF4mRsODF+MAoH6IDUq2aXX/vv9/ZmSNYgVHOgYUJ8LFCY4xo8yN8cMkl9n0ccECFnsC+xGp21q1r32om4wgvf+iqhyx4eaO2O5JqeyXR3jKVL/r/LQQjCFkbSzL7BeLWfV8MFeee2KArFa3KbQikJCqf1/tqmCjTxU17W3noj0wCptSXuMoRRT5B0zShn5KI4NXDapBtu+22dNddd1H37t3pxx9/pOOPP54OPvhgq03jr1Hjy4mTOnkLXdJw3CdJfnkgbP46ys8+YB8A9kEyPkCeLHh5wIIX4wPjfPj223b93W233EWrESOIdt/dvu7II4kWLXIOxIdWP+KfoFK8e/ppZ2fFYv58ovPPt2/RyzCnV+3azslMzuiqhyx4eaO2O8K2PYJez22eFLOXrhWCEWzAtCXO3q35bdS8svOCRFNF5fNhM5eVlavnpGjeW6bUl7jKEUU+QdPEdQUpeD3wwANUtWrVtDDKIUOGCGd07tzZ2ZMbvpyICeq9hC5p6gT2OVJaGt1441wIm7+O8rMP2AeAfZCMD0x4kRgJC16MD4zz4cKFRDvsYNfhNm2cnVmYPp2oShX7fGzxOQG0+7F+ffue4Asr3YpE9+5ElSvbtwfD1G0XXZT6DIPYhdUbGX/oqocseHmjtjuSansl0d4ymX+920sIRg07eoeDLiveSKc07C7Oua31IF9DGSVR+Rxlue7D/mVliwJT6ktc5Ygin6BpmtBPSUTwutt6q5900knOJ5spU6YIZ3Tq5C/KyrcTPefwsj63vcY5wR/z8e+5BAmbv47ysw/YB4B9kIwPTHiRGAkLXowPjPTh9dfbdfjMM50dGUAk11FH2eciwmt4+fO4RIV2P2IC+4MPtu/twgvtoY55DvoMr7ySWpERQXzqNGVjRm+iT1vMFlsmGLrqIQte3qjtjqTaXkm0t0ym0R8ThGB00Tu9nD3pPPH9SHEcqyIiIiwIUfq809gFonywcfNWOnv1YUp9iascUeQTNE0T+imJCF59+vShHXbYgZo3b04rVqygmTNnUp06dei4446jDRs2OGflhm8nYpVGiFuq4IXP2B+AEky+kCBh89dRfvYB+wCwD5LxgQkvEiNhwYvxgZE+/OMPuw7Dxo1zdrpYs4bo9NPtcxAFhbChBInEjz/+mPLD9987O/MTBO6pUVwnnkg0yTW4wMi6mGfo8iELXt6o7Y6k2l5JtLdMZsD0JWWCESaCV/lrUlHZsTZ9c1uUzYsofV66eQud+/ZfoowQ53RjSn2JqxxR5BM0TRP6KYkIXqBjx45iwno4AIY5vHJxBOb4wnnShlqdmUBOXDSJlg74OtAwRpWkFeOw+esoP/uAfQDYB8n4AM++pF8kRsKCF+MDI32IxuVBB9n12KudhtUXL7sspZ58841zIDki8SOiui6+2L7HAw+MfSJ+Xfz1F9F++6W+LqxHsNYj0MLIuphn6PIhC17eqO2OpNpeSbS3TGZT6WY60Vl98bN+fzt7rcfl+k101pt/iv3XtOwvhKWgRO1zOfn+kS90ovkr1jl79WBKfYmrHFHkEzRNE/opiQheAwYMoD333JOeeOIJqwHwF/3yyy90+umn04knnljupPUNGjQQTnNbECdu0tCY0JFGGMLmzz5gHwD2Qf76wIQXiUk0adKEKleuTLX32svuVbLgxeSAsT58+WW7HleqRKRGwGO1pDvvTKknTZs6B5IlMj8iDEpOYP/ss87O/ABDGBs2JNpuO7v4u+5K1Latc9ADY+tiHqHLhyx4pSPfr5Ws5xHaHZiOZuHChVRcXEzLli2jNWvW0PLly2n16tViBA/6dCtXrhSGv7EPx3AOzsU12Ld06VJau3YtLVmyhNatW0eLFy+m9evX06JFi8TIn6KiItq4caPIC+2sBQsWiPPQAce8QvPmzRNbtIOwktycOXPEvFDYgtmz7QnadW1l+jI/bJE/yoMoGGxlOWW55X1gi/vC/eE+cR+4b9w//BDGl/W+HCIEo9s+GVDmy6e+s1dlhIg0dvbSsjKgTCgbyoiyqmVXfYmt9CXOy9VHuW7V72r1uo104v+6iPLW/2FImk9lOWW5/foS5/nxJa6Vaaj1EluZp9uXav1UfYn6KX2J86Kql9hKXyIf+R3K30dYX+I8P/USW/hy8uTJ4nmB8iRFIoLXaaedRtdjbgoFOHennXay2mzZG21wJhwmLXCElwW+8LDoSCMMYfNnH7APAPsgf32AZx8LXh5whBfjA2N9OGNGStT64Qdnp8Vzz6X2G7SCYaR+lPeMoZsTJzo7zcbqP9All6S+quOOI5rgPad0GcbWxTxClw9Z8PJGbXck1fZKor1lOu2HzxVi0dEvdqY1G0po8Iyl4jPsve5TnLOCE4fP3+4ySZQX0WqITtOFKfUlrnJEkU/QNE3opyQieO2yyy702muvOZ9SYOXGRx55xPmUG2GcCFUzLDrSCEPY/NkH7APAPshfH5jwIjESFrwYHxjtQzmc7+yziTp0IHr++ZSCcvvtdrSXIUTqxzVrUkM8//Uv4yew79PHHoEpvyqswlicPrWOJ0bXxTxBlw9Z8PJGbXck1fZKor1lOkvWbKCq9W2B6/U/JlCtxvacWJe815s2lIRftS8OnxetWk9HvdhJlDvMfGNuTKkvcZUjinyCpmlCPyURwevYY4+la65JXxURYXU77rijCJf1QxgnIs+w6EgjDGHzZx+wDwD7IH99YMKLxEhY8GJ8YLQPP/kkpZqodsEFaIE6J5lB5H5ElJu8/3btnJ1mAf3xzTdTQxj/8Q+izz7LXZ8zui7mCbp8yIKXN2q7I6m2VxLtLdNZVryRTnDm8VKt9+RFzhnhiMvnT/84WpQbgh3mJtOBKfUlrnJEkU/QNE3opyQieLVo0ULc+KOPPkrdu3enH3/8kWrUqEF7772373C5ME7EeNWw6EgjDGHzZx+wDwD7IH99YMKLxEhY8GJ8YLQP1WX9VLvwQucEc4jcj1CNEN2F+0e0F6K+DGLJEqIrrkh9RcccQzR2rHMwR4yui3mCLh+y4OWN2u5Iqu2VRHvLdG5rPWgrsQt2e5tBzhnhiMvnkxauKiv7b6PmOXvDYUp9iascUeQTNE0T+imJCF6YUO2TTz6h6tWr02677Ub77bcf1alTx2oU+GwVWIRxIiZfC4uONMIQNn/2AfsAsA/y1wcmvEiMhAUvxgfG+tAqk6jHmay8CaFiJhY/Yv4uzOOF+8fwTkPo35/o4INTXw1Gm64OsKCksXUxj9DlQxa8vFHbHUm1vZJob5nMlKLVaSKX26Zax8MSp8/v+syegP+q5n2FbhAWU+pLXOWIIp+gaZrQT0lE8NJJGCfqUD+TVozD5s8+YB8A9kH++sCEF4mRsODF+MBYH2LOLtTjTIbjBhGbH595xr5/CF9YwTFBMIQRs3Fsv71dpJ13tkehBu2jGVsX8whdPmTByxu13ZFU2yuJ9pbJdJ9QtJXIpRqOhyVOn/eduris7AOnL3X2BseU+hJXOaLIJ2iaJvRTClrwwvKbYdGRRhjC5s8+YB8A9kH++sCEF4mRsODF+MBYHyKCC/U4kxVihBdA6JScEb527cQmsF+2jOjqq1Nfx1FHEY0a5RwMiLF1MY/Q5UMWvLxR2x1Jtb2SaG+ZDCK4VIHLbToivOL0OaK6Lnu/jyj7/V+Eb8eZUl/iKkcU+QRN04R+SkELXuvXr3f+Co6ONMIQNn/2AfsAsA/y1wcmvEiMhAUvxgdG+xCrNG67bUpVgeEzhB7DiNWP33+f8kf79s7O+Bg0iOjQQ1NFuPlmolWrnIMhMLou5gm6fMiClzdquyOptlcS7S3TwRxeVV1CFz7rmsMrbp//NHxu2X1MWxROsDOlvsRVjijyCZqmCf2Ugha8Fi9e7PwVHB1phCFs/uwD9gFgH+SvD0x4kRgJC16MD4z2IWZCh7iF+iwNn7HfMGL1I6K65IT+hxxCVFzsHIgWZPvee6lpxHbaiejDD/UFmRldF/MEXT5kwcsbtd2RVNsrifaW6WCVRohbquCFz9ivg7h9vrFkM9V8o4e4j/o/j3H2BsOU+hJXOaLIJ2iaJvRTClrwWrdunfNXcHSkEYaw+bMP2AeAfZC/PjDhRWIkLHgxPsgLH2L4IubsMmwYo0rsfrTyKlOeXnjB2Rkdy5cTXXednR3s8MOJhg93DmoiL+qi4ejyIQte3qjtjqTaXkm0t/IFDF/EnF06hjGqJOHzj3pNF4LX0S91psWrg89LZUp9iascUeQTNE0T+ikFLXgt0fDfUR1phCFs/uwD9gFgH+SvD0x4kRgJC16MD9iHekjEj089Zf/Wd9yRaPJkZ6d+hg0jqlo1JXZdfz3RihXOQY1wXQyPLh8GEby6diU6/3yiffe1o/8gij75JNHKlc4JDp06EdWoYS9ycOSRdpRgvqC2O5JqeyXR3ip0kvD5ynWb6PhXugjRq2n3Kc5e/5hSX+IqRxT5BE3ThH5KQQtea9eudf4Kjo40whA2f/YB+wCwD/LXBya8SIyEBS/GB+xDPSTiR0yctf/+9u/90ku1T2CP5Jo3t/U0ZIFts2basymD62J4dPkwiOD13XdE9esT/fILUa9eRC1aEO2zD9EllzgnWAwcaAcm3n8/Uc+eRK+/TrTddkRt2jgnGI7a7kiq7ZVEe6vQScrnr/4+XghepzTsTus2ljp7/WFKfYmrHFHkEzRNE/opeSt4NWnShCpXrkyVKlUSTpwyZQotXbqUiouLadmyZbRmzRpavnw5rV69mlasWGG1h1bRypUrheFv7Js5c6Y4B+fiGlyLNPCFQsVE6B7Gq2KSNqxMgOU4i4qKaOPGjbRw4ULaZL1Ix+OFWlJC8+fPp9LSUpo3b57Y4kvdvHkzzZkzx2oUbRFbMHv2bK3bMWPGiPRlftgif5RHlgvlXLBgQVm55X1gO2nSJHF/uE/cL+4b9+/HlzNmzBDHgvgSW5QJZUMZUVa17KovsfXy5ejRo8W2PF9l2srr1e9K9aX8TmW5ZDlluXEfOIb7CutL7MvkS2xVX2Ir85w4cWKaL2X9RFnd9dPLl2F9iC3KqH6W6av1Mxdf4j6C+BK/50y+xFZeo/pSrZ/yt5Dpt56LL90+0LnN5Mthw4Yl/iIxEha8GB+wD/WQmB+//db+vcN+/tnZGR7rdUI33ZRK+rDDiIYMcQ5GBNfF8OjyYRDBy4vWre36YzUfBJdfTlSzpv23pG5dogMOIOv97uwwGLQ3ZLsD7Z4wBL0+bL6Mf5Ly+Zxla+nw+vacZF8PmuXs9Ycp9SWuckSRT9A01edFUhR0hBc6vWHRkUYYwubPPmAfAPZB/vrAhBeJkbDgxfiAfaiHxPy4ZQvRBRfYv3ksnajhWTxihD3UDEnCrrmGaNky52CEcF0Mjy4f6hK8oMEinVlWX33DBnuoIxY+UOnd2z5H95xwUaC2O5JqeyXR3ip0kvT5I9+OEILXhe/0os2b/YfXmlJf4ipHFPkETdOEfkpBC16I+AiLjjTCEDZ/9gH7ALAP8tcHJrxIjIQFL8YH7EM9JOrHceOItt/e/t2/+KKz0z/Qzj7+2BYlkBSGnr37bnRDGN1wXQyPLh+GEbxKS7GMvy2cVq9OVKeOvR9rTiDNLl3sz5LFi+39X3/t7DAYtd2RVNsrifZWoZOkz0fPWSEEL1i38QudvbljSn2JqxxR5BM0TRP6KQUteGF4U1h0pBGGsPmzD9gHgH2Qvz4w4UViJCx4MT5gH+ohcT+iPYvfPdSqqVOdnbmzejXRrbfaScAOOcSebylOuC6GR5cPpeDVseMo8Y6VhmkTyuOgg1L1CEMYZXBE//72vkGD7M+SkhJ7/wcfODsMRm13JNX2SqK9Vegk7fObPx4oBC9s/WJKfYmrHFHkEzRN9XmRFAUteGFun7DoSCMMYfNnH7APAPsgf31gwovESFjwYnzAPtRD4n7EpFtyAnuoDD7CssaMIapWzb4UduWVmLPEORgjXBfDo8uHUvDaZpuDLNumzBo0aOCckRnUpwED7Pm7IJxedJEd9SUFr8GDnRMdpOCFBRJMR213JNX2SqK9Vegk7XNEdskor1Fz/C2Ra0p9iascUeQTNE0T+ikFLXhhIuuw6EgjDGHzZx+wDwD7IH99YMKLxEhY8GJ8wD7UgxF+xJgw/PZhv/7q7MwMNDGsjvePf9iXYFTkW28lN3k418Xw6PJhmAgvFczLhXTat694QxqTansl0d4qdJL2OebuwhxeELwwp5cfTKkvcZUjinyCpqk+L5KioAUvrOIWFh1phCFs/uwD9gFgH+SvD0x4kRgJC16MD9iHejDCj1CwzjvP/v1jWcW1mZdSxwiNO++0T4UdeCBRv37OwYTguhgeXT4MM4eXCiK7IKQ2blzxJq1Pqu2VRHur0DHB51ilEYIXVm3E6o25Ykp9iascUeQTNE0T+ikFLXj5/Q+NFzrSCEPY/NkH7APAPshfH5jwIjESFrwYH7AP9WCMHzGeTE5g//LLzk47uqZDB3uLOe6PPTYldl12mR1lkzRcF8Ojy4e6BC+IqEinXTv7M0bbnnWW/bfkoYeIDjgguchCP6jtjqTaXkm0twodE3y+bmMpndKwuxC9Xv19vLO3fEypL3GVI4p8gqZpQj+loAWvlZjrISQ60ghD2PzZB+wDwD7IXx+Y8CIxEha8GB+wD/VglB+feMJ+Buy0Ey0ZMoMuvjglbsG22y61bdTIHKGB62J4dPkwiOB1/fVEb7yBYZBEf/5J1LQp0X77EZ18MtHGjfY5WAgBq38++CBRr152/UM9xNDafEBtdyTV9kqivVXomOLzpt2nCMHruFe60Mq1uf3GTSl7XOWIIp+gaZrQT2HBKyRJ/4DC5s8+YB8A9kH++sCEF4mRsODF+IB9qAej/IjnMZQG6zlw8T6jaNttt4hHgmoYWgbBwSS4LoZHlw+DCF4YtlijBtEeexDtthvRCScQvfIKoiOcExw6dSKqXt2ug0ccQdSypXMgD1DbHUm1vZJobxU6pvh8yZoNdPRLnYXo9VGv6c7e7JhS9rjKEUU+QdM0oZ9S0IKXjnC/pEMkw+bPPmAfAPZB/vrAhBeJkbDgxfiAfagH4/zYti2N3+Z48SjIZBjeaBJcF8Ojy4dBBK9CQG13JNX2SqK9VeiY5PP6P48RglfNN3rQxpLyw3NNKXtc5Ygin6BpmtBPKWjBS8eEbklPghc2f/YB+wCwD/LXBya8SIyEBS/GB+xDPRjnxy1b6KMj3hGPgkyGOb1MgutieHT5kAUvb9R2R1JtryTaW4WOST6ftmiNELxgPw0vv/1rStnjKkcU+QRN04R+SkELXjqW7Ex6mdOw+bMP2AeAfZC/PjDhRWIkLHgxPmAf6sEkP2L0xdNPE+2w/WbxKMhkHOFV8dDlQxa8vFHbHUm1vZJobxU6pvn8/i+GCsHrwnd6UrfxC2lqUebymVL2uMoRRT5B0zShn5K3gleTJk2ocuXKVKlSJeHEKVOm0NKlS6m4uJiWLVtGa9asoeXLl4svB4okwvAw9hSGv7Fv9uzZ4hyci2twLdJYu3YtLVmyhNatW0eLFy+m9evX06JFi2jDhg1UVFREGzdupIULF9Im60U6ceJEKikpofnz51NpaSnNmzdPbPGlbt68mebMmUNbtmwRW4A8dW7Hjh0r0pf5YYv8UR5ZLpRzwYIFZeWW94Et/Ib7w33ifnHfuH8/vpw5c6Y4FsSX2KJMKBvKiLKqZVd9ia2XL+EDUJ6vMm3l9ep3pfpSfqeyXLKcsty4D/yN+wrrS+zL5EtsVV9iK/OcPHlymi+xld+7u356+TKsD7FFmdXPMn21fubiS9xHEF/OmjUroy+xldeovlTrp/wtZPqt5+JLtw90bjP5ctiwYYm/SExCvhtq77WX3ZtlwYvJAfahHkzwo/V4pE8/JapSJSVq7bTdJmubPofXtttsptrnO7OIGwTXxfDo8iELXul49b2mT58eqo2Ltksu/QV3ewznqO0xbGX7SLaXZBs313ZWrlt3ewxb5C/bttjKcspyy/sI2sb1018oz5fYyna3bIerZVd9iW2UbVz1u1J9mUt/odPouWVRXtJu+rAvzVuyYitf/v3334F8ia3qS2zl9+f2pVo/M/UXkHZU9RJb6UvkI7/DXHyZS72cMWOGr3qJLcqBPioLXiGB84I6EV9aWHSkEYaw+bMP2AeAfZC/PgjzDKzQcIQX4wP2oR6S9mP//kSnnaYIXTsR1a9PNPOMm6n2Nt3L9sPwecn5NzhXmgPXxfDo8iELXt6o7Y6k2l5JtLcKHdN8flvrQVsJXlUtu73NIOeMFKaUPa5yRJFP0DRN6KcUtOAF1TEsOtIIQ9j82QfsA8A+yF8fmPAiMRIWvBgfsA/1kJQf8fi7/faUmAW79lqiadOsg1Z55M4J2xxHHbapI7ZlJxo2ppHrYnh0+ZAFL2/UdkdSba8k2luFjkk+n1K0eiuxSzX38EZTyh5XOaLIJ2iaJvRTClrwQnheWHSkEYaw+bMP2AeAfZC/PjDhRWIkLHgxPmAf6iFuP65bR/T660S77prSr44/nqh7d+cEgFnp5UEvM2zWeq6L4dHlQxa8vFHbHUm1vZJobxU6Jvm8+4QiT6FLGo6rmFL2uMoRRT5B0zShn1LQghfGpIZFRxphCJs/+4B9ANgH+esDE14kRsKCF+MD9qEe4vLjli1EP/1EVLVqSrfCtH0ffEC0VdaI4JInednAgc6JZsB1MTy6fMiClzdquyOptlcS7a1CxySfI4LLS+iS5o7wMqXscZUjinyCpmlCP6WgBS9MxBYWHWmEIWz+7AP2AWAf5K8PTHiRGAkLXowP2Id6iMOPY8YQXXRRSq/abjuihx8mWrLEOcGLiy8m2nbb1EWqISTMmfTXBLguhkeXD1nw8kZtdyTV9kqivVXomOZzzOGFObvcYtdxr3Sh1evTf/umlD2uckSRT9A0TeinFLTghdUHwqIjjTCEzZ99wD4A7IP89YEJLxIjYcGL8QH7UA9R+hH/XH7kEVvgwk8bdsEFRKNHOydkA8/m2rVTF8KOPTYlgh1wANGoUc7JycJ1MTy6fMiClzdquyOptlcS7a1CxzSfLyveKCaodwtesLs/G0IlpZudM80pe1zliCKfoGma0E8paMELS26GRUcaYQibP/uAfQDYB/nrAxNeJEbCghfjA/ahHqLwY0kJUfPmRHvvndKqDjuMqH17e2ijLzC8EXN2yYnqO3ZMTQC2xx6uyb+SgetieHT5kAUvb9R2R1JtryTaW4WOqT7H8EXM2YXtp/3+LhO9Xv51nPWOsF8SppQ9rnJEkU/QNE3opxS04LV48WLnr+DoSCMMYfNnH7APAPsgf31gwovESFjwYnzAPtSDbj/26EF0wgkpoWuXXYgaNkTD2zlBB3hGVK5sZ7DDDkRffukcSAaui+HR5UMWvLxR2x1Jtb2SaG8VOvngcwhcELqk6AUBDJhS9rjKEUU+QdM0oZ9S0ILX+vXrnb+CoyONMITNn33APgDsg/z1gQkvEiNhwYvxAftQD7r8OH060XXXpYQu2G23Ec2Z45ygG2R49NGpzLD0o+/wMT1wXQyPLh+y4OWN2u5Iqu2VRHur0MkXn2MoI4Y0QvCqWv8P6jGhyJiyx1WOKPIJmqYJ/ZSCFrwWLVrk/BUcHWmEIWz+7AP2AWAf5K8PTHiRGAkLXowP2Id6COvHNWuIXniBaKedUtrTqacS9evnnBAlmJ/krLNSGdeta91QiXMwPrguhkeXD1nw8kZtdyTV9kqivVXo5JPPMWn9Ze/3EaIXJrHvO86O9EqauHwYRT5B0zShn1LQgteGDRucv4KjI40whM2ffcA+AOyD/PWBCS8SI2HBi/EB+1APQf24eTPRV1/Zc8fjZwurUoXo00+JSkudk+IAq1CpoWVXXmmrcDHCdTE8unzIgpc3arsjqbZXEu2tQifffD5vxTo6vVEPIXqdYW0XrEx+Hq+4fBhFPkHTNKGfUtCCV1FRkfNXcHSkEYaw+bMP2AeAfZC/PjDhRWIkLHgxPmAf6iGIH4cMITrzzJTGhGm0nn6aaOVK54S4gcL22GOpAp12Gh7uzsHo4boYHl0+ZMHLG7XdkVTbK4n2VqGTjz4fPWcFHfNyZyF6XdGsLxVviD9qVyUuH0aRT9A0Tein5K3g1aRJE6pcuTJVqlRJOHHKlCm0dOlSKi4upmXLltGaNWto+fLltHr1alqxYgWtWrXKajytFIa/sQ/La+IcnItrcC3SWLt2rTiG1QgwQRvGrCKMD8omvuyNGzfSwoULaZP1Ip05cyaVlJTQ/PnzrTZSKc2bN09s8aVu3ryZ5syZIybQwxbMnj1b63batGkifZkftsgf5ZHlQjkXLFhQVm55H9iiXLg/3CfuF/eN+/fjS6SFY0F8iS3KhLKhjCirWnbVl9h6+XLq1KliW56vMm3l9ep3pfpSfqeyXLKcsty4D/gB9xXWl9iXyZfYqr7EVuaJe1F9Kesnyuqun16+DOtDbJG/+lmmr9bPXHyJdIL4Eudm8iW28hrVl2r9RFnd9dOvL90+0LnN5Mthw4Yl/iIxEha8GB+wD/Xgx4/WI5XuuSelK8EQUDV5snNCkljPWnrnnVTBDj88toJxXQyPLh+y4OUN2huy3YF2TxiCXh82X8Y/+erzLuMWiLm8IHrd/8VQKt2czPyMIC4fRpFP0DTV50VSFHSEFzqyYdGRRhjC5s8+YB8A9kH++sCEF4mRsODF+IB9qIdc/Ig281tvEe2+e0pPqlaNqFMn5wST+P771IRilSoRDRjgHIgOrovh0eVDFry8UdsdSbW9kmhvFTr57PN3Oo4Sghfs1d/HO3vjJy4fRpFP0DRN6KcUtOCF6I2w6EgjDGHzZx+wDwD7IH99YMKLxEhY8GJ8wD7UQzY/ImiqQweiI49MCV3//CdR06Z4djonmUjv3kR77WUX+B//IPr5Z+dANHBdDI8uH7Lg5Y3a7kiq7ZVEe6vQyWefIzqp/s9jykSvtgNnOkfiJS4fRpFP0DRN6KcUtOCFIUph0ZFGGMLmzz5gHwD2Qf76wIQXiZGw4MX4gH2oh0x+nDCB6NJLU0LXttsSPfgg5gRxTjAd657okENShf/gA+eAfrguhkeXD1nw8kZtdyTV9kqivVXo5LPPUfZNpZvpjjaDheB1eP0/qOek+FedjMuHUeQTNE0T+ikFLXhhXp6w6EgjDGHzZx+wDwD7IH99YMKLxEhY8GJ8wD7Ug9uPy5cTPfEE0fbbp8Suc84hGj5cHM4v5s8nql49dSOYWX/zZuegPrguhkeXD1nw8kZtdyTV9kqivVXo5LPPZdlXrttEtZv2FqLX8a90oYkLVon9cRGXD6PIJ2iaJvRTClrwwuTTYdGRRhjC5s8+YB8A9kH++sCEF4mRsODF+IB9qIcxozfRpy1m06iRm+jjj4n22SelDx18MNF339lDG/OWVVbnqHbt1E39+99E69c7B/XAdTE8unzIgpc3arsjqbZXEu2tQieffa6Wfc6ytXRqw+5C9Dr7zT9p0Sq9z/BsxOXDKPIJmqYJ/ZSCFryw4lpYdKQRhrD5sw/YB4B9kL8+MOFFYiQseDE+YB+GY8kSoosvTulAqmHaq1deISoudk7OdzCPyd13p27w/PPtUDZNcF0Mjy4fsuDljdruSKrtlUR7q9DJZ5+7yz5i9nKq9lJnIXpd3bwfrd0Yz73F5cMo8gmapgn9lEQFr08//ZROPvlk2nnnnaly5cpUp04d50juhHGiDvUzLqU2E2HzZx+wDwD7IH99YMKLxEhY8GJ8wD4MB8QuTG2Fn5xqVaoQzUxmbuBoQZjayy+nbvS444hmzXIOhoPrYnh0+ZAFL2/UdkdSba8k2luFTj773KvsHcfMF4IXrG7bYVS6Ofrw47h8GEU+QdM0oZ+SmODVoEED+uc//0lvv/029e7dm3755ReqV6+eczR3wjixtLTU+Ss4OtIIQ9j82QfsA8A+yF8fmPAiMRIWvBgfsA+DgUdey5Yp3cfLMGF9haV169QEZfvvTzRypHMgOFwXw6PLh0EErx9/JLr2WnsI7667Ep10EtFHH2093VunTkQ1ahDtvLO9cumHHzoH8gC13ZFU2yuJ9lahk88+z1T2lj2nlYleb3Sa6OyNjrh8GEU+QdM0oZ+SiOA1ceJEq32wPXXr1s3ZE5wwTtTh+CS/PBA2f/YB+wCwD/LXB8iTBS8PWPBifMA+9MeKFUTvvUd0xBHp4paXdejgXFRR+eMPW9nAze6+O1mNW+dAMLguhkeXD4MIXmeeaU/t9v33RD172sN5d9iB6JlnnBMsBg60991/v33O668TbbcdUZs2zgmGo7Y7wrY9gl7PbZ74yWefZyr7li1b6OkfR5eJXt8Onu0ciYa4fBhFPkHTxHUFKXg999xzdPTRRzufwhHGiZs1rK6jI40whM2ffcA+AOyD/PWBCS8SI2HBi/EB+zA3Jk4kevhhot12Sxe1slmFjvCSDBtmj9/EDUPJ+OIL54B/uC6GR5cPgwheixc7fyg8+aQ9l92GDfbnyy8nqlnT/ltSty7RAQegHeHsMBi13ZFU2yuJ9lahk88+z1b2jSWb6dZPBgnB64gXOlGfKR4/Yk3E5cMo8gmapgn9lEQEr/PPP59uuOEGatiwoZi7a8cddxT7Ro0a5ZyRO2GcqMPxSX55IGz+7AP2AWAf5K8PkCcLXh6w4MX4gH2YGbRxO3YkuuSSdCFrp52I7rmHaPhw7zm88BkLGhYMM2YQ4Z+50gFWGzfIkpRcF8Ojy4dBBC8vvvrKrhILrGQgeuG3gwhJld697XPwezIdtd0Rtu0R9Hpu88RPPvu8vLKvXLuJLnq3lxC9TvxfV5q8cLVzRC9x+TCKfIKmiesKUvCqVq0a7b777nTMMcfQzz//bDWkOtLpp59O++67L61AnHwWVq1aJRwmbajVmQnqRIQxhkVHGmEImz/7gH0A2AfJ+2Bq0WrqPqFIbP2AZx8LXh6w4MX4gH24NXLYIuYXwk9J2oEHEjVqRLRokXOiBVZphLilnofP2F9Q4IbPPjvlhAcfJPJZp7guhkeXD3UJXojeqlQJc+DYEY9Is0sX56ADIsOw/+uvnR0Go7Y7kmp76WizMf7IZ5/nUvZZS4upxmvdhOhVq/FftHi1E5Kpkbh8GEU+QdM0oZ+SiOB11FFHiRsfb72MJAsWLBCrNWIS+2xgsntc67YgTpwzZ47zV3B0pBGGsPmzD9gHgH2QnA+WFW+k21rbodTS8Bn7c8GEF4mRsODF+IB9mALDFh95ZOthi+ecQ/TDD9n1mzGjN9GnLWaLbcGybh3R9denHHfFFURr1jgHy4frYnh0+VAKXh07jhLvWGn453uuYLQrRrlini7Qv79dLQYNsj9LsOI/9n/wgbPDYNR2R1JtLx1tNsYf+ezzXMs+dOYyOvrFzqItfm3L/rR+k97J3+PyYRT5BE1TfV4kRSKCV82aNWm//fZzPqWoXr063X333c4nb3RGeDEMw4Cg0VU6uK31IKqqiF0wfL69jas1nAE8+/gZ6AELXowPCt2HctjipZemdBqYOmwxF7guOiCU5/HHU4489VSihQudg9lhH4ZHlw+l4LXNNgdZlvonO/75ngv4yg89lKhWrZRQLAWvwYPtzxIpeDVv7uwwGG53MBWZ30bNK2uPP/zNcOv9mL+RbSZgwvMiEcHrHqv15CV4nXzyyXTvvfc6n3IjjBNnzw6/EoOONMIQNn/2AfsAFKoPwkZXqSDUd/L0mVS0aj1NW7Sahs9aTr0mL6LfR88Xq7606j2d3uk6mV75bRz93w+j6IEvh9JVzfum5e22XAQ4E14kRsKCF+ODQvXhypVE77+/9bBFTJ6NiBR12GIucF1UwPCPd99NObVqVaLJk52DmWEfhkeXD8NEeOG3VaMG0bHHEi1d6uy0qGhDGpNqfybd5ixE8tnnfsv+fo8pZW3xt7pMcvaGJy4fRpFP0DTV50VSJCJ4tW/fXtz4uHHjnD1E8+bNo5122slqeFktLx+Y4ESGYcKRVIRVpuiqOi36iVVa/hizgL4fMps+6TOd3u02mRp0GE9PthtFD7YdRrd8MpCuaNaXzn37L6r+Wjexsouajg6DT8qDn4EZYMGL8UGh+XCS1X73GraISJTvv/c97VQZXBc9wDhQhMrBwZjICSE+WWAfhkeXD4PO4bV+PRbosoXjWbOcnQ4VbdJ6hqmI4J/Y+Oe0bI+3G5q/wzmTxoTnRSKCV2lpKZ166ql09NFHU7t27ejXX3+lU045hQ466CAqLi52zsqNME7UoX7GpdRmImz+7AP2AUjKBzojrJA/XlBrN5bQ/BXraPz8lTRg2hLqNHaBiLD6sNc0eqPTRHq2/Wiq23ZYudFVuuyYlzvT6Y160L/e7SXmA7jz08H0yDcj6PmfxtDT7VIvUy/jCK8QsODF+KAQfIhhi3/84T1sEbNJYK6hsHBdzECfPkR77WU7fOediX76yTmwNezD8OjyYRDBC0MT69Qh2nNPojFjnJ0uLr+c6KyznA8ODz1kC2QBV/6PFbXdkVT7U0e7lfFHPvs8SNk3lJTSzR8PFO3xI1/oJPoUYYnLh1HkEzRNE/opiQheYNGiRXT77bdbL4Q9adddd6UrrriCJucQ6u3GBCcyDBOMTBFWt1v7izeU0LwV62jcvJXU33rJINrqm8GzqGXPadTojwn0zI+jRaQVXkaXvNdbiEpyokldVu2lznTa6z3oond60TUt+gmxCuP5n2s/hl7vOIGa9ZhKn/X7m34cNoe6jl9IA6YvEeXFSi8Q7TaVlt9yzegDnsMrHCx4MT6oyD7UPWwxG1wXs4CxbJjQCc7fdluiZs2cA+mwD8Ojy4dBBK969eyvuEkTe2J61eRIyIED7YnssYhnr172qqfbbUfUpo193HS43cEUCsuttvwFTXqKtvlJDbrStEW5L0DC2JjwvEhM8NJFGCfqUD/jUmozETZ/9gH7AFFE3/YeF3o4YaYylG7eQkvXbBAvCax+0m38Qvph6Gxq2HFCmsgTlUEEO6NRDyGK3dxqoIjuQpQXBDOv86VNmG/1En0S5HuAMAZxS80bn3ONcjPhRWIkLHgxPqiIPsSwxUcf3XrY4tln28MWN/oPpC0XrovlMH8+VmhKfRlPPbVVSA/7MDy6fBhE8DrssPTfm2oQtySdOtlVARGWRxxB1LKlcyAPUNsdYdu/Qa8Pmy/jn3z2eZiyz1i8hk5+tZton2MaE/RpghKXD6PIJ2iaJvRTClrwYphCJshwwpLSzbTEetBDHBvy9zLqMm4hfTfEHi6IqKunfxxN938xlK7/sD9d+E4vMbdV1fqp9MPY0S91pppv9KBL3+sjhKt6Xw0TkVZvdpoo8kc5Oo9dIKKsJsxfJYY1rttYKoY5ZiJsdJVO4NMg85jxMzADLHgxPqgoPoxj2GI2uC7mAMJ8Lrkk9eXcfLM96ZMD+zA8unwYRPAqBLjdwRQag2YspaNetOfqveGjAbR+U6lzhCkPE54XHOEVkriU2kyEzZ99ULg+8BJ7YOe/3VMM18Pk7Pd+PkTMO3V+k54ilNd9bhDD5O6nNuxO51n5eB2XhmGCExesogUr1+X0Ygnig7DRVW6SqAcmvEiMhAUvxgf57kMMW8QIuaOOSukoMAxbbNiQqKj89S+0wHUxR+Cfe+5JfVHnnmu9kJaJQ+zD8OjyIQte3qjtjrDtnqDXJ9HeKnTy2ec6yv7T8LllfYXHvxuZ9R/qmYjLh1HkEzRNE/opHOHFMBUYDCeEYIRoLDyosczuU+1Ga5uwHZM4Yo4rOVzwoa+GU/2fx9DbXSZR6z4zqL2V558Ti2jE7OX/3955gElRpV9/14Q5oJjTKqioYBYVddXVRd3PyKqLcRfBvPo3i6uyKIKigooIKiZcRFFRJEoOMuQchhEkwwDDMDPAkOH95tyuYqp7qqe761Z33e46v+e5T3Xl26erbzh1gywo2iCl5VtlR0WcbExpYeW1dZUJMA2MAw0vkgLZoCGGgOrdO7K0sbst7r9/pXeCkM5ui9XBZzEFUFl65ZXKH+2000QWLpRt06bJ6o4d1ZJ4w6/nkIaXOyx3kLCCGdvt+so7FZ+zuf6QKUxIL9jCS5NMObXx0L0/NQheA53EEm8X0MVwwIR8+XnactW174UfZqjB1THIot38NtUAAwuDs7foNUPeGjhXPhn1u/wweakMy18lU5eUyOI15VK2aWvU2w0vGvjZwirbnwOvmJCRGAkNL5ICJmtYVCTyl79U+iIIGPvnyiujt+25p8g99wT7yPNZ9ABGKt9998iPiL6nzh8VPzweAJISfj2HNLzccZY7gip7BVHeCjvZrLlfccdL+0e7T46qt9gh0bAwIFMapuM+Xq9pQj2FLbwICQgkikgcEyWWMJZmLS9V42XBeGrZe5YaJwumVN2XB0SdX10445WB0qjDSDWz4f99M9X1GDtk+k0F35B4h2lgNO3atZNatWrJ1QcfHKkw0vAiSWCyhvA8MKkfHme3cOSRIq1aiRQWWicECJ9Fj2AEc0zTF/vj4oe/+mrrIJIsfj2HNLyisfPXmjVrVujyBykoKJA1a9bIhg0bpLi4WNavXy9r166VdevWSUlJiZSVlUlpaakK+Ixt2IdjcCzOwbm4Rnl5uRQVFcnGjRtl9erVsmnTJjWj/+bNm2XlypWyZcuWijSuULZW/KYrVqyQbdu2yfLly2X79u2ybNkytUQ5aMeOHbJkyRL1QhZLYFfU/Vra17fvhyXuj/jY8bLjacfb/h5Y4nvh++F74vvie+P7Z0pLLBEnxA1xRFydcXdqiWUmtMTSqaX9m9rxsuNpxztTWmLp1BLLJcsLK+pUVetf6KHS5KM81+czE1piaV/f+XwGpSWWOGfu3LkqvUB8goItvDTx4xo66N6fGgSnQZM4Y2hd3HaIPPTVJNXt0J4VJJmAQd2vfHu43PvpePnPjzOky4j50m/GCpm+tERNq4vEz4nb/XW6E/I5CEYDnTQwp2ELL5ICpmo4ZUpVD8QZKuqfFQVW62AD4LPokQrNXH9gO7z0ksjMmVVmdCTu+PUc0vByx1nuCKrsFUR5K+xks+Z+xr1g5bqoulNsmLJ4rXVkVTKlYTru4/WaJtRTstbw4luGyDLWxcXS6eJiybcMyS2dv5VTS7+d8RWriuSLUQWuiWR14aQX+srFrw+W2zv/Kv/+apy8M3C2fDlijowpKJSZ85dU3HPTrjhV93za3w3T6jbuOCLqHrd2HK5amCWrWXVLW0vn8xn0WwacY1/Dvqb9fNr3dD6fyWqZzufSXsbTcuLEiYFnJEZCw4ukgEkaVvytZfBgkaZNRfbbr6r34QwY08sk+Cx6BD+k2w8cGw49VOTmm0U6dBCZPDnysJAq+PUc0vByB+UNljtIWEGPFGfdKTZgfGNM+vXthCWqwUHYMSG9YAsvTfy4hg6696cG6ddgy7YdatD4dwf/Jnd8lKdaYrklkM5we5c8NTAiEssx84pkSXG5bNse/82uzndAN8LuI2ZqdyfkcxCMBiZkJEZCw4ukQNAa7twpMmaMyGOPiRxxRFWfI15wDmBvAnwWPYIf0u0HtkM85/PAA0Wuv17kzTdFxo6NzP5IfHsOaXi54yx3BFX2CqK8FXayWXM/4476klvdzS1gZvomH4+VbnkLZVXZpoxpmI77eL2mCfWUUBtehKQDGFOYlfCDYfPkrk/GyakvJTa4YgPHsiLJwjQwDjS8SAoEoSFMLkzE9/zzIiecUNXLqF9fpG1bkUsuqTqGl6lDO/FZ1MBtsDb7h0ZLLvRvRcuuW26JtPRyHmeHffeNHP/aayIjR4ps2mRdPFz49RzS8HKH5Q4SdmBiuQ0Lgxnr0VgBLbxiJw478YW+0vjDMWo85qVry60r5T4mpBds4aVJppzaeOjenxron799x075ZWK+GjPrvooE7vQ4A8lf0naoPN1zmnw/aaksL9no6xhafA7Cq4EJGYmR0PAiKZBJDefNE3n1VZG6dav6FSefHBmuydlyq6go4mE4j8M6tpsGn0UNUvmhd+yIjPv14Ycid9wRmbnAeZ4datQQufzyyEOFfrIbNlgXyG38eg5peLnjLHcEVfYKorwVdrJZc7/jjuFfEs0yj0nHfpq6TB7sNsm18cMNHUer2fUXFPmfLqfjt/J6TRPqKWzhRUiKYEra2cvLpOvoBXL/FxPlzJYDqyRiCBe+Plie6DFFOf3okhhLMoklIYlgGhgHGl4kBdKtIf6eb78tcv75VT2Jo48WefLJyKOKVl/xgAmGoZ5M68bohM+iPtumTZPVHTuqZdLgwfntN5GuXUXuuce9ySDCHnuIXHSRyHPPRWaGLC21LpBb+PUc0vByh+UOQiKgR04ys8yXb9km/WeskH9/PUXNmu+s+yH8tf1IaT+oQPILy9R4vbmECekFW3hpErTbrXv/sGuABCrR+FVIeLD/y7yFavbEs1u5z5x43muD5NHuk+V/4xbJ76vXJ51gJZtYVgefg/BqYEJGYiQ0vEgKpENDNMzp3DnSwCa2pxp6pD34oMiIEbk17jifRX1803DRIpFu3USaNROpUyf6AbTDbruJnHsuagMivXqZ2WzQA35pSMPLHWe5I6iyVxDlrbCTzZqbEnfEY/O27TI0f6U803OanOVSp7zireHyxoB8Ncu+V/MrHd/X6zVNqKewhRcJJWhFhS6FzgQG69iOxAXNS7uPWyyPfT1FznttcNRxdkAihWaqX4xZqKaozTVHnmQHTAPjQMOLpIBfGq5bF/EYrrsu0pgGj6Ad9t9f5O67Iw1rcvWn4rOoT9o0XLFC5JtvRB55ROSMM6IfTmfAPhyDY3FOLFnQ1NAvDWl4ucNyByH+sHX7Dhn9W5G82GuGa30Tw+G82me2TFhYrHoY2fjRWCJTmJBesIWXJkE7xrr3D6sGbuNnIZzferA0eH1Ile0I6Lp4/xcT1GCDs5aXRiU8fA6oAQhCAxMyEiOh4UVSQEdDjAv+/fcijRuL7L13tHeAIZRuvVWkZ0+R8hCMUctnUZ+MaYjWXGjVhTrAOedUbYZoB7QOQyuxTp1EGjaM3oeB9g1sFeaXhjS83HGWO4IqewVR3go72ay5KXGvLh4YExrGVqufZ8vFbarWRVFHfbrnVLn+vVFR2+0GG07S8X29XtOEegpbeJHQgBZYSBB6TVkalVDEC3VfHiD3fjpeDUaPZqVIiAgxDaaBcaDhRVIgVQ1x2IABIvfeK3LAAdEewO67izRqJPLFFzk7RFJc+CzqE5iGJSUifftGxvfCOF+xTRTdgqHThfqlIQ0vd1juICS9oM46bUmJtO2fL39uN8y1nmoHrxOeZQoT0otQG15LliyxPnnHj2vooHv/XNRg45btMmdFmfSdvkI6Dv1Nnvx2qtzc6Vep/1/3sbdiw/99M1UmLVqrmpkmC58DagCC0MCEjMRIaHiRFEhGQ0yMN2qUyMMPixx2WNW6/6WXRhrBrFplnRBC+CzqY4yG69dHZnbEDI/nnVf1gXcGw7o3+qUhDS93nOWOoMpeQZS3wk42a25K3L3EA+YX6rX/6TXDtd5qB2f3xnR8X6/XNKGeEmrDy48xl4Iet0n3/kFr4LUPMlpbLVqzQYbNXSWfjv5dXvpxpnK33ZqAphq89Ifmc0ANQBAamJCRGAkNL5IC06dtla4dF6ulE/ylJ00SeeYZkeOOq1rPx3jfb72Fpv7WCSGHz6I+RmqIMbtiH35nQJ9eg/BLQxpe7jjLHUGVvYIob4WdbNbclLjrxAP1Zbd6qx2w3yYd39frNU2op7CFlyZBO8a69w9Kg+oGjbfBH2v1us0yfkGxfDNhsbTpN0eafTlR/vLOCKnzYv+oc91C7Rf7yVVvD1fn4Nwe4xfLuN/XqGviXrFjeOk0CeVzQA1AEBqYkJEYCQ0vkgQYfgjDEOFRsQPW8/JEXnlF5JRTovchnHqqyH//KzJ3rnURsgs+i/oYqSFacMX+EZyhbl2RefOsg4PHLw1peLnjLHcEVfYKorwVdrJZc1PirhMPNMhw1ltjw/gFa6wj0/N9vV7ThHpKqA2vHeifoIkf19BB9/5BadAkzqDxl74xTJ7oMUVu7DhaDRIfu98tXNRmiDKq/vPjDOk6eoFq9YXWX9uq6ZIIYw3nOK+D9dhB/5KFzwE1AEFoYEJGYiQ0vEgSwNyKN1a3M6B117PPikyZgpcx1smkCnwW9TFWw0R/Fgxm9+231sHB4peGNLzccZY7gip7BVHeCjvZrLkpcdeNR7z6M8I17UeoRh0gHd/X6zVNqKdkreHVrl07qVWrltSsWVOJWFBQIGvWrJENGzZIcXGxrF+/XtauXSvr1q2TkpISKSsrk9LSUhXwGdvy8/PVMTgW5+BcXKO8vFyKiopk48aNsnr1atm0aZOsWrVKNm/eLCtXrpQtW7ZIYWGhbK3ISCdNmiTbtm2T5cuXy/bt22XZsmVqaWcCcEPRUsl2Re0ZDvxajh8/Xl3fvh+WuD/iY8cL8VyxYsWueNvfA8upU6eq74fvie+L743vn4qWsyoKFdiXrJZ5sxe5/lGrC/VaDpTr2g9T42u91muiGp9r6OS5Ur5lm4wbN05pkaxmziXc8g9+HKmWzt/KqaX9m9qaQktoCi2hKbScP3++ekZ0tcS2eFpi6dQSS/ueUypqYfg97TjZzyfiGvt82t/N+VzqaGgvcU3nun195/OZjJb4Hl60nDNnTlwtsbTPcWrpfD7t/0K8/3oyWsZq4OcynpYTJ04MPCMxEhpeJAGTJ1etszvDIYeIPPqoyOjRKOhZJ5Fq4bOoj7EaVuSVaoB6558E6927S0VhvHLbQw9Fpi4NEL80pOHlDsobdrlDt+zh9XyWeTJPNmtuStx14+HWYANGl22CoRfUqnWb0vJ9vV4T59Hw0kRHRFQWdfHjGjro3j+TGpSWb5Wvxi6SK98aHvVHjQ03fzBa3hiQL99OXCITFxbLmvWbVUU/HtmkQbqgBuHVwISMxEhoeJEYYFqhhdabb0bq6XvuWVlHdwu9elknkqThs6iP8RqieyPG9HIOVI+XZw0bVv55zjpLpKDA2pl5/NKQhpc7znJHUGWvIMpbYSebNTcl7n7FAw01nGNg/zxtuZzUop+qR2M4nxVrN6jtfuI17ibUU0JteKGFhC5+XEMH3funWwN0Kxyav1Ie+d9kqfOfxONuIdh/3mQxXYNMQA3Cq4EJGYmR0PAiFSxaJPLJJyJ33OE+s2J1wbCJ57ICPov6ZK2GiO8LL1T+gfbfP9L6KwD80pCGlzvOckdQZa8gylthJ5s1NyXu6YwHej/ZptelbQfLyjJ/W9p6jbsJ9RS28NIkaMdY9/7p0iC/sExa950t57ceHGVmYbD5h76aJI06jPRt0HhTNcgk1CC8GpiQkRgJDa9QUlISaZn18MMidepU1r2d4fDDRe68U+SzzyKNUmKHJcI6WoCR1OGzqE/WazhgQLS73Ly5yMaN1s7M4JeGNLzccZY7gip7BVHeCjvZrLkpcU93PPrPWCEnW6bXFW8Nl8JS/0wvr3E3oZ4SasMLY/Ho4sc1dNC9v58aoOvhp6MXyPXvjYoyshAwCP2XeQtlrTUovJ+DxpukQVBQg/BqYEJGYiQ0vELBloosY8QIkZdeEmnQQGS33Srr2XbYZx+RRo1E3n5bZNq06PG44g1LhO0kdcL8LPpFTmiIlgCXX175p6pXTyQ/39qZfvzSkIaXO85yR1BlryDKW2EnmzU3Je6ZiMeAmYVyUotI3frP7YbJilJ/Xjh4jbsJ9ZRQG14YgFoXP66hg+79dc/fsm2H9Ju+TJp9OXGXo2yHC18fLG3758u8VfG7KMb2QfZC0BqAsD8HgBoEo4EJGYmR0PDKSTCc48yZIu3bi1x3nci++1bWqe2AFloXXCDSooXIsGEimyOTFlXL9GlbpWvHxWpJvBOmZzFd5IyGyA/hRNtNKPfbT6RbN2tnevFLQxpe7jjLHUGVvYIob4WdbNbclLhnKh79ZyyX2i9G6uWXvTlMlpXom15e425CPSXUhhdmXdPFj2vooHt/L+djAPnpS0vklZ9mytmtfokyuU75T395vMcUGVmwWrbvyMzc7UFoEEsYn4NYqEEwGpiQkRgJDa+cAY1FvvhC5O67RY48MtrcssPJJ4s8+KDI99+LFBdbJ6ZArmuYKaijPjmn4aBBIrVqVf5Z//UvkfJya2d68EtDr4bXvHmR9Ahj9+++u8gZZ1g7YujXT+Tss0Vq1IikYZ06WTsMx1nuCKrsFUR5K+xks+amxD1T8cB9Bs9eucv0uvTNobJ0rV666zXuJtRTQm14bfWhMOHHNXTQvX8q52Pwu84j5svV74yIMrkQ/t55jPQYv1jKNmVej0xqEI8wPQfxoAbBaGBCRmIkNLyylnXrRPr0EXn8cZHTT6+sJztDzZoit90m8tFHIgsWWCdqkGsaBgV11CcnNURF6YorKv/A+GOncVYIvzT0anj99JPIsceKNG4c6c3pZnjl5YnssYdI06aRlqivvRbpko1JNkzHWe4IquwVRHkr7GSz5qbEPVPxsO+DieMwfjbq6g3fGCpLir2bXl7jbkI9JdSGV2FhofXJO35cQwfd+yc6f9PW7dJ72nK599Px8qcXok0u/HHeGVQgE/MXWUcHQ7o1SIZcfw6SgRoEo4EJGYmR0PAyCtRte/d2r+OilfyYMSL//a/IpZdGKoH46Zxhr71ErrpKpG1bkUmTMHiqdbJPZIOG2QB11CdnNcSftmXLyi6OGFzv88+tnf7il4ZeDS/nOIH33edueF17rciFF1orFhjf/6ijos83EWe5I6iyVxDlrbCTzZqbEvdMxcN5n2FzV0md/0RMr0vaDpXFa7yZXl7jbkI9JdSG1xaMdquJH9fQQef+GDer//SlVcbPQpfFiQuL5YUfpsuZLQdGmVynvzxAnu45Tcb+vqYiQ450WcxmDUDYnwNADbJXAxMyEiOh4WUEGPz9L3+JNq9gXKF1Q8eOIjfeKHLggdH77YCuPs8+K/LLL2nvAWW0htkEddQn5zUcOlTkiCMq/+j33iuyfr210x/80tCr4eXEzfDCuIIw8TEWoRNMwIH7wdQ3GWe5I6iyVxDlrbCTzZqbEvdMxSP2PiMKVu8yvS5uM0QWrdlg7Uker3E3oZ4SasNr5cqV1ifv+HENHbzcHzMhNvk4eoZErM9cViLvD/lNTWPq3HfiC5EZFH+YvFTKt1QdsC4bNXAS1ufACTXIXg1MyEiMhIaXEcDssht0JArHHRfp3tOjh8iqVdYFMoTJGmYT1FGfUGiIlgJOJ/y000RmzLB26uOXhukyvNDSFdcdMMDaYLF6dWT7V19ZGwzFWe4IquwVRHkr7GSz5qbEPVPxcLvPqN9Wq7G2Ube/qM0QWViUmunlNe4m1FNCbXhtTmbqpgT4cQ0dvNwf5taJDkMrXrjyreHywbB5CWd2yEYNnIT1OXBCDbJXAxMyEiOh4RUYpaWRMWmefLKyPusWMGnbzTeLfPCBSEFBZAbGoDBNw2yFOuoTGg3RxfHVVyMDVyFB2HvvyABWPiQEfmloG159+kxVeawdysrKrCMS42Z4/fpr5CuPHWttsED3bmx/7z1rg6E4yx1Blb2CKG+FnWzW3JS4Zyoe8e7z67wiOfWliOl14euDZUEKppfXuDvTi6AIteG1yodXyH5cQ4dU7r91+w4ZOKuwirHlDHVfHiAtes2QyYvXqq6NyZBNGrgRtufADWqQvRqYkJEYCQ2vjICuhhh/6913Re66S+TUUyOyJxN69bIuYgBBaphLUEd9Qqch+vFh4Co7YbjzzsjMFRr4paFteP3hD8dUhD/sCi0xFlmSVGd4jRtnbbCwDa/337c2GIqz3BFU2SuI8lbYyWbNTYl7puJR3X3GOEyvC1oPlvmrk+tS7jXuJtRTQm14bdq0yfrkHT+uoUO8+6/dsEU90J+M+l2e+naaXP/eqF2zNFQX+k1Pvdm2qRokSy4/B8lCDbJXAxMyEiOh4eU7GL5h4kSRzp0jXQ/r149MuQ+Z3cKRR7pvt0MaJ2lLmUxpmOtQR31CqSEqUn/9a2XicMopItOmWTtTxy8N09XCK5e6NAZV9gqivBV2sllzU+KeqXgkug/G4j7tpQGq7n9+68Eyb1Xilwxe4+5ML4Iiaw2vdu3aSa1ataRmzZpKxIKCAlmzZo1s2LBBiouLZf369bJ27VpZt26dlJSUqMyptLRUBXzGtgULFqhjcCzOwbm4Rnl5uRQVFcnGjRsrMp/V6geGq4mmfOi/ikHbMFMBpuecOXOmbNu2TZYvXy7bt2+XZcuWqSV+1B07dsiSJUtUSyksweLFi31dTpo8RQ06//nQGdK2/xy548OR0uD1wVWMrGTD+PzF6vunouW8efPUPi9aYgktoemKFSuUptDSqamtJZZuWk6ZMkUtE2kVb2mf7/yt7Ps5f1M7XnY87Xjje+BYfC98P3xPfF9871S1xLZ4WmLp1BJL+56zKgp2Ti3t5xNxjX0+3bTU1RBLxMm5bl8fS/s3TEZLfA8vWv7+++9xtcTSPseppfP5nF1RAq3uv56MlrEa+LmMp+XEiRMDz0iMhIaXFhWPuhpS57PPRB5+WOSCCyKDLENSt3D44SJ/+1tkpsW+fTHWQ+Q6bmN4Yf3qqyP7TSEdGoYR6qhPaDWsyNekTZtKF71GDZEuXTx1cfRLw3SN4VVRxMiZQetR7tHB6/m69yWpk82amxL3TMUjmfuM+32N6tmF+v95rw2uMoldLF7j7kwvgiLULbxQydVF5xp4sAbNXpnwAbMpLd+qHNnPfl0gz343Tf7f+6N3DT4XL6B/7n2fjZc3BuRL72nL1b3+8VHVMbywjoHpveCHjjro3j/o58APqEF4NTAhIzESGl5Jg3omxtDq3h2FApGGDUX23bfSoIoNBx8cMaxatIh0S4RvHq9OWlQUOdZ5Ptax3ST8qiCHHeqoT+g1HD1a5JhjKhOMO+4QKUu+RRXwS8N0GV7g2mtFLrrIWrF48MFI706kySbjLHcEVfYKorwVdrJZc1Pinql4JHufCQuL5fRdptcgmVsY35PwGncT6imhNrzQskMXL9eIN0sitoPtO3bK76vXS9/pK+StgXOl6ecT5JK2Q6OOjw3ornjdu6NU90V0Y8SgdPb1YsF2mFvO87Ee7/hE+KGjDrr3D+o58BNqEF4NTMhIjCREhtf0aVula8fFapkIGFOLFol8953I88+LXHWVyEEHVdYtYwMGlr/8cpGnnorMnjhvnrcxpdGFp3dvs7oxOgm9yeAT1FEfalgB8tLrr69MiGrXRlN0a2di/NLQq+FVXh5JYxGuuCIyA629bjeSyMsT2WMPkWbNRIYPF2ndOjJ+P8btNx1nuSOoslcQ5a2wk82amxL3TMUjlftMWlQsZ7wyUPkB57w6SPIL3V8weI27CfWUUBte6M6ki5drwNxymyURrbFu+uDXXX1q4wU0O7y76zhp02+O9Bj7u3owMSB9qqC1V58pi5NuYRYPP3TUQff+QT0HfkINwquBCRmJkYTA8ELZwzmzPwLWnWWSwkKRn38WeeUVkeuuE6lVK/p4Z0APogYNRB59VOSLLyLm1Pbt1oVyHJoM/kAd9aGGFmjm1K5dZRdH9AHElK5JOO5+aejV8Fq4sGr6ageYWzb9+omcdVbkq510UuTrZQPOckdQZa8gylthJ5s1NyXumYpHqveZtGjtLtPr7Fa/yOzlVU0vr3E3oZ4SasMLY/nokso1duzYKYNnVz9LojOc3KKfNOowUv7vm6ny0cj5MrJgtaxeFz0lqO53yLQG6YAaUAMQVg1MyEiMJASGV7zxsU4+WeTmm6N7BcUG1CHPPlukeXORjz6KNJ7Y4q2Rb05Ak8EfqKM+1DAGNIVCEyk78fr730VKS62d7viloVfDK9dxljuCKnsFUd4KO9msuSlxz1Q8vNxnyuK1cqZlep3V6heZtTw6nfUadxPqKaE2vDBwtS7VXWPztu2qmWDnEfPl/i8mqIcn1tSKDc0qjvt+0lL1kOH8ROh+h3RrkAmoATUAYdXAhIzESHLY8MJj9u23lfW/RAEmWN26IvfeG5nufuxYjMVgXYwoaDL4A3XUhxq6UFwscsMNlYnan/4UmTI2Dn5pSMPLHWe5I6iyVxDlrbCTzZqbEvdMxcPrfaYtKZEzW0ZMr/r//UVmLqs0vbxe04R6SqgNL8zapovzGhhUflj+KnlzQL7c1jlP6iQYUN4tpNq9UPc7+K1BEFADagDCqoEJGYmRZLnhhV47mOkQs3Z17izyxBORWfudDR2qC5deKvL225Hz1+n1Wg8FNBn8gTrqQw3jgETxnXciA18hkdtzT5F333Xt4uiXhjS83HGWO4IqewVR3go72ay5KXHPVDx07jN9aYnUs0wvLGcsjZheXq9pQj3FCMNr/fr1cswxxygxMMV+KuiIiPt6ZWdFBrt0bbn0yJsvL/aaIX9tP7KKeWWHC1oPlke6T1azK8Ip9XOWRJ3vAHTPB35cQwdqQA1AWDUwISMxkiwxvDBG1vz5In36iLz1lkjTpiIXXyxyyCHRBlaqwdTB4U2FJoM/UEd9qGECxo0TOeGEysQO/bfXrrV2RvBLQxpe7jjLHUGVvYIob4WdbNbclLhnKh6694FfgRZe8CjQ4gstv7xe04R6ihGG13PPPSdHHHGEEiOThtfamAyyOjBzIroZfpm3UB77eopc1GZIlGHlDFe/M0Je+GGG/DB5qSwpLlfmmBM/Z0lM5Tu4oXs+8OMaOlADagDCqoEJGYmRGGZ4oQvh1KmRmQ4xgPztt4vUqxcZKB7RrC5goPnLLhN54AGR9u1FBgyIzLSIGRbdxvC6+mrrpiRpaDL4A3XUhxomAfJaGF12wgcDDEaYhV8a0vByx1nuCKrsFUR5K+xks+amxD1T8fDjPvA97OGYMLbXyFmLrT2pYUI9JXDDKz8/X/bbbz/p0qWLEiNThhe6DvaetDBuF8KNW7ZL3vw18v6Q3+SeT8fvGsQtNtR+sZ80/nCMtO2fL0PmrJSS8uRNK9x70OyVWrMkrtPsq6J7PvDjGjpQA2oAwqqBCRmJkfhkeKGlVO/eybeYwgyJo0eLfPyxyFNPRWZGPPHEqsZUbMB+DEuDmfhxHqamx3WqGyMU94K55bwO1j3OHB1qaDL4A3XUhxomCV4mv/depGsjEj90dUSXx4rt26ZNk9UdO6qlDjS83HGWO4IqewVR3go72ay5KXHPVDz8ug9ma8SsjfA8znhlgJrNMVX/woR6SuCG1zXXXCNPP/20DB8+XImRbsMLraiafBzdugrr81atkwEzC6V139ly0we/qhkSncfYAc37mn4+QToNnycTFhbLyqJg+wSXlJRYn7yhez7w4xo6UANqAMKqgQkZiZFoGl4wjTALIi5hB6xjO2bLx7Tz/ftHWlxhpkO0wDrssOjj3QJadNWvH2nh1bJlpMUX6mQ6g8hPn7ZVunZcrJbEGzQZ/IE66kMNUwRpPN4W2IlsbEJsJ9weoOHljrPcEVTZK4jyVtjJZs1NiXum4uHnffILy+ScVwcpH+RPL0T7IvBQEvVQM6GeEqjh9d1338nhhx8uZWVlGTO88MPEjp9VXWj4xlD5v2+myv/GLZKClesqKjrR3RMR9yDRvb8f8acG1ABQg2A0MCEjMRJNwwt1JLdWWfvvL7LPPlW3xwaMwXXJJSL33x8Zm6tv38hYXRizy29YQdaHGvoDddSHGnoAlbvGjd0TY41+3jS83HGWO4IqewVR3go72ay5KXHPVDz8vs/cwnWujYGSGYPchHpKYIZXeXm5HHfccfLpp5+q9WQNL/yAEMwOEyoqM8mKCMMq9odyBvxo1783Slr2niV9pi+XwtJN1pnxKS2tnK4zCHTv70f8qQE1ANQgGA2Q9tHwckHD8Kqoa6pTkwnHHy/SqFFkFsUuXSKzIq5a5TpxWNpgBVkfaugP1FEfauiRmTPdE2k7eJjJg4aXO85yR1BlryDKW2EnmzU3Je6Zioff90nkoVTXvdGEekpghleLFi3k/PPPlx3oG1JBsoZXy5Yt1XGxIRkR0d/U7UeyQ++py6wjkyfoP5Du/f2IPzWgBoAaBKOBCRmJkWgYXhizC6fGC08+KTJ5ssiGDdYJAcMKsj7U0B+ooz7U0COJEm7sTxEaXu44yx1Blb2CKG+FnWzW3JS4Zyoeft8nkYeC/fEwoZ4SiOG1aNEi2WuvvaRfv36qjylCnz59lBgwvqqb9lKnhRfcR7cfyQ5eBo8Puomk7v39iD81oAaAGgSjAdI+Gl4uaBheaAiAU+MFDw0F0goryPpQQ3+gjvpQQ4+kIeGm4eWOs9wRVNkriPJW2MlmzU2Je6bi4fd9dDwUE+opgRhedmuueKFBgwbWkYlJVUS3MbyS6X8aj6AHwdO9vx/xpwbUAFCDYDQwISMxEg3DC7iN4aUxFExaYQVZH2roD9RRH2qogc8JNw0vd5zljqDKXkGUt8JONmtuStwzFY903Oe2D0d78lBMqKcEYnjhR4Dp5QwdOnRQYnTp0kUmo69IkqQqImYSwA/j/LGwnmiGgXgEPc2p7v39iD81oAaAGgSjgQkZiZFoGl6Y1At1JFzCDlj3ONlXWmEFWR9q6A/UUR9qqIHPCTcNL3ec5Y6gyl5BlLfCTjZrbkrcMxWPdNxn8cpiTx6KCfWUQAwvN+xWX+mepdEGTe96jZ/vqRujk7Vr11qfgkH3/n7EnxpQA0ANgtHAhIzESDQNLxv0gsHQL6Z1Y3TCCrI+1NAfqKM+1FCfbdOmyeqOHdVSBxpe7jjLHUGVvYIob4WdbNbclLhnKh7puI99TXgnGLMrWQ/FhHpKaA0vUN1YYcnixzV00L0/NaAGgBpkrwYmZCRG4pPhlQ2wgqwPNfQH6qgPNdTHLw1peLnjLHcEVfYKorwVdrJZc1Pinql4pOM+Xq9pQj3FGMPLKzoiFhcXW5+848c1dNC9PzWgBoAaZK8GJmQkRkLDi6QANfQH6qgPNdTHLw1peLnjLHcEVfYKorwVdrJZc1Pinql4pOM+Xq9pQj0l1IbXBh/mlPfjGjro3p8aUANADbJXAxMyEiOh4UVSgBr6A3XUhxrq45eGNLzccZY7gip7BVHeCjvZrLkpcc9UPNJxH6/XNKGeEmrDa82aNdYn7/hxDR10708NqAGgBtmrgQkZiZHQ8CIpQA39gTrqQw318UtDGl7uOMsdQZW9gihvhZ1s1tyUuGcqHum4j9drmlBPyXrDa+HChUrECRWVGgiZSigoKHDdnkrw4xo6Qff+1IAaIFCD7NUAaR/SQKSFpJJNo0bJ0gpdJn3+udIol0PemDHyc48eaum2nyFxoIb+BOqoH6ihfvBLw88/H1iRvy6VUaMWWDkLAc66V1BlryDKW2EP2ay5KXHPVDzScR+v10Q6EXQ9JesNL1tEBgYGhjAHpIWkEhhdbjoxMDAwMDCkEmB8kUpY92JgYEg1BFlPyXrDa9OmTUpAuIZurmJ1oWbNmq7bUwk617AzDCzd9icTdL8DNaAGCNQgezVA2odzkBaSSjaVlERad40apfTJ5dCnTx/17GDptp8hcaCG/gTqqB+ooX7wS8NRo/KU2VVSkr2z06UDZ90rqLJXKuchrngesHTbz5Bc8KOcHFQwJe6Zikc67uP1mibUU7Le8NKhVq1a1ifv6FwDDwESYCy9ovsdqAE1ANQgNzQg4YTPjj7U0B+ooz7UUB9qmDmCKnulch6fB3/wo5wcFKbEPVPxSMd9svn3b968eXgNr3bt2lmfvKNzDT8SYN3vQA2oAaAGuaEBCSd8dvShhv5AHfWhhvpQw8wRVNkrlfP4PPiDH+XkoDAl7pmKRzruk82//7///e/wGl5BwwSYGgBqQA0ANSBe4bOjDzX0B+qoDzXUhxoSJ3weCAk3NLwCpKysTFq2bKmWYYUaUANADagB8Q6fHX2ooT9QR32ooT7UkDjh80BIuKHhRQghhBBCCCGEEEJyChpehBBCCCGEEEIIISSnoOFFCCGEEEIIIYQQQnIKGl6EEEIIIYQQQggJhPvvv19NLrBt2zZrS/ZgQtyzWT+QzvjT8CKEEEIIIYQQQkjGGTJkiNx3331ZadiYEPds1g+kO/40vDJMz5495aabbpJjjz1W9t13X6lXr558+OGHsmPHDuuI8LF+/Xo55phj1EM+ceJEa2s46Nq1q9SvX19q1KghtWrVkhtuuMHaEw5+/PFHufDCC+WAAw6Qww8/XG655RaZO3eutTf3mDdvnjz44INy1llnye677y5nnHGGtSeafv36ydlnn62ei5NPPlk6depk7SEkAvMS/wlzXuQHYc/PdAlbfqgL81PiN9naQibT5YFk/3ugoKBAGjVqpOKFfOHxxx+XjRs3WntFBg4cKA0bNpQ99thD9tprL6X/E088IaWlpdYR/pIo7s5ywPfff19t3MGGDRtUur1mzZqknx0/9QN2HN59910Vh3TnwemKfyoapgoNrwzToEEDuf3226VHjx4ybNgwefnll9Wf/JlnnrGOCB/PPfecHHHEEeohD1MlA1MkH3jggfLmm2/KiBEjpFevXvLAAw9Ye3OfwYMHyx//+Ee55557ZNCgQSrDPv3001WGnatTR//000/q+zVu3FgVSNwyiby8PJUmNG3aVKURr732muy2227yySefWEcQwrwkHYQ1L/KDsOdnuoQxP9SF+Snxk2xuIZPp8kAy/z1QUlKizKNLLrlEBgwYIF9++aUceuihctddd1lHiHz99ddy3nnnCbyI4cOHK/1xzDXXXGMd4S+J4u4sB8CgqS7uAEZK9+7d1edknx0/9QOIw6233qryYMRh6NChac2D0xH/VDVMFRpeGWb16tXWp0qefPJJ2XvvvWXz5s3WlvCQn58v++23n3Tp0kU95GGpZMyZM0e54r/88ou1JXzgTdqJJ54oO3futLaIjB8/Xj0H/fv3t7bkFs63bShYuWUS1157rXrT4aR58+Zy1FFHsfUO2QXzEn8Ja17kB8zP9OR3QykAABYhSURBVAljfqgL89Nwk2wrE1NamKQTL+WB2bNny2+//WatRTNy5EgpLi621qqSzH8PvPHGG0r3oqIia4soYwMaI98AY8aMkeuvv159BtjXuXNntVy+fLm1NZp0xT22HICWUvHijjh88803VeKOZyfT+l1++eW78mA7Dokw+fen4ZWjdOvWTf3AK1assLaEBzj4Tz/99C5XPyyVDLxBqFOnjrUWTu699171ZsAJCiZ4DtAFIddxyyRQMEGT7vbt21tbIqDFBHSZNGmStYWQqoQ5L9ElrHmRHzA/0yfs+aEuzE/DRzKtTExqYZJpEpUH7rjjDjnuuONk8eLF1pYIo0ePViYFzIpkqM7wgBFz4403WmsR8L+EkfT222+r9bZt2yoD+oQTTlABcYYxieWiRYvUMbGkK+6x5QDE34kz7ojDQQcdpLqfO+OO1mH77LNPRvWDSYcWfXYcsFy6dKnaHw+Tf/9k4p8qNLwMAG+batasKdu3b7e2hIPvvvtOJRRorh+2SgYSATQ/ffXVV1XCvueee6ptU6dOtY7IffAGAQn0+++/rwolCxcuVP3N69atqxLEXMctk8AbF/wPUDBzgrd32P7VV19ZWwipSljzEl3CnBf5AfMzfcKeH+rC/DR8JNPKxKQWJpkmUXlg3bp1qlVb7dq1pbCwUG2DCYxucXfffXeUvtVRneGB/OD555+31ipBd220anWCeG7atEnpj7Egqxt/Kh1xdysH4EVELHbc3eKAc4LQz5kHIw7J5MGm/f426fr/0fAKGBSqUcjBuAJhory8XDnLn376qVoPWyXjlFNOkf33319OPfVU+eGHH6RPnz5y/vnny2GHHaYKu2EB3xsD9OK3R0Ai6LerbypumcSvv/6qdBg7dqy1JQISf2x/7733rC2ERBPWvESXsOdFfsD8zB/CnB/qwvw03MSrdKPSb0oLk0ySbHkA3dbQOu7MM8+UUaNGqdZvmCwjlZdm1RkeiAP0jQWD1OM+TuyB4hHQBRXdTKvDz7jHKwc8+uijat2JM+6xccA5N998c8b1c+bBiANaPyaTB5v0+9sg/jS8cgw4qscff7xqart161Zrazho0aKF+jPaDnLYKhlw1PF9Z82aZW0R1ewYmTAG/Q0DeKuG5sCYjcUeYBHPBBLeMAzS65ZJ2AX0cePGWVsi2AV0vP0nJJYw5yW6hD0v8gPmZ/qEPT/UhflpuIlX6TaphUmmSLU8sHLlStUlHd8bRtOWLVusPcmRyPBw6xqHuKFFkpPp06erdPDjjz9W5tOVV16Z0HjxK+7xygGPPfaYWncSG3cT9NPJg035/dMNDa+AwHSrmCb5tNNOU4Mkhgn0yca4ChiXAs4zAt5s4s+GRAZTwuY6aEaKft6xYPBNtya0uQhmZYl1+NHVAM/GO++8Y23JXdwyCXbBIKkS5rxEF+ZF/sD8TJ+w54e6MD8NN/Eq3Sa1MMkEXsoDGMMJBhNmL73ssstUa6dUqM7w8GI4AnStw++AbobV4UfcYfbEKwc0adKkSjkgNu4m6KeTB5v4+6cDGl4BgD7KaGaLJrTxBuTLZWznPF7A9Lq5DhIIt8QJ/db/+c9/Wmu5DQZ1bNWqlbVWCWaqeuSRR6y13MUtk0BTe2S8HGSXJEPY8xJdmBf5A/MzfcKeH+rC/DTcxKt0m9TCJN14KQ+gNRhaB8EwwXhPRx99tPz1r39NadzAeNqDZLqUuoGWXZh10M2stPEr7khjY/N+Z3CWA2Ljbop+uIaXPNjU3z8d0PDKMHhrgIH40HQdzTfDCNxzVDScoUOHDiphwVSwkydPto7MXfDWAt935syZ1haRZcuWqcIZtAgDeAMVmxAi8cVgi+3atbO25C7xMglMo37RRRdZaxEw9TYKMckOIklyH+Yl+jAv8gfmZ/qEPT/UhflpuIn3+5vUwiSdeCkPYPwmdJmGKbJ27Vq1DQP5Q7Obbrop6VZu1RkeMBsxg6CztVmPHj1UfmFPGuAGZgrEMd9++621JRo/4460N145AHkYupjbOONukn5e8mCTf/90QMMrwzzwwAPqh0YBBgNpOkOYx2lAAgNdwjJuCt5enHvuuaopLRL0H3/8Uc455xw1aGOigRpzhY4dO6rfHINCDho0SHr27KmaYh9yyCFxp1HOdtBUGBkTwhVXXKGaEdvr6GYB8vLy1FvJZs2aqf9F69atVVPjTz75RO0nBDAvSQ9hy4v8gPmZPmHMD3Vhfkps4lW6TWphkk68lAduu+02Ncj5qlWrrC0R0NLn4IMPljZt2lhbqpLMfw/gpRLyAXQhHThwoHTr1k0NpH7XXXdZR4jqWvr666+rboRDhgxRXbjRWglGTLzxpNIdd7scAPMnXtxN0Q94yYNNin8moOGVYewZQNwC/mBhJYyVDCQyd955p3ojg2mTr7vuOpk7d661N/fZuXOnfPTRR6qPOd4AIIPDG6oZM2ZYR+QemGo+9n9vB+f/H2MJQBe8nTnppJPkgw8+sPYQEoF5SXoIY17kB2HPz3QJY36oC/NTYhPP8DKphUk68VIewP8n3kyUMD2qG8My2f8eKCgoUN3kkC/A7IDxsHHjRmtvZJZMmPuYoRa/FX7Hl19+udoXd+mOu10O+P777+PG3RT9bFLNg02Lf7qh4UUIIYQQQgghJCtIppWJSS1MCCHBQcOLEEIIIYQQQkhWkGwrE1NamBBCgoOGFyGEEEIIIYQQQgjJKWh4EUIIIYQQQgghhJCcgoYXIYQQQgghhBBCCMkpaHgRQgghhBBCCCGEkJyChhchhBBCCCGEEEIIySloeBFCCCGEEEIIIYSQnIKGFyGEEEIIIYQQQgjJKWh4kcBp2bKl/OEPf9gVDjvsMLnqqqtk1KhR1hHkvvvukzPOOMNaI4QQYgLMvxLD/IsQQgghQUHDiwQOKgz77LOPjB07VoXvvvtOzjrrLNlzzz1lxowZ1lHhhhUGQggxD+ZfiWH+RQghhJCgoOFFAgcVhv32289ai7B48WL54x//KI8++qi1Jdyku8KwceNG6xMhhJBkYf6VGOZfhBBCCAkKGl4kcNwqDKBWrVpy/fXXq89vv/22nH/++XLggQeq7X/729+koKBA7bOZNWuWXHfddVKzZk31xv2UU06RN99809qbeL8bf/7zn9W9evbsqY5HPK+88kqZP3++dYTI8OHDVVeWiRMnWlsi4Dycb2N/z0mTJsmFF14oe++9t5x99tlqfdOmTfLQQw/JIYccIsccc4x06NDBOiuCXWHo37+/WtaoUUPOPfdc1aIgls8//1zq1aunjjn66KPlxRdflG3btll7I/sR37y8PLn66qtl3333lUceecTaSwghJFmYfzH/IoSQWP73v//JBRdcoNL9Aw44QE477TS5//77ZdWqVdYRyWGneUVFRdaW9IL74H64ry6Zjrvf/Pjjj9KpUydrjWQzNLxI4LhVGMrKymT33XeXZs2aqXU8o1988YUqnPfu3VsV/A899FApLi5W+8FJJ50kF110kUqghg0bJh9//LG88sor1t7E+91AgR8FeBTwe/XqpbqrYB3XsUmlwrDXXntJ/fr1VSbQr18/OfPMM+X444+XO++8U5588kkZNGiQahWA640ZM8Y6M1JhQEXnxBNPVDpAg4svvlhlpM7M85133lG6PfPMM+pa7733nuy///7y/PPPW0dUZkB/+tOfpG3btkoLt4oHIYSQ6mH+xfyLEEKcIG1CK9+nnnpKBgwYoMz+du3aqe7uU6dOtY5KjkybRjS8Kkl362SSOWh4kcCxKwx4i4uwcOFCufXWW1UiOXDgQOuoSrZv3666MKAg/NFHH6ltdgL9888/q/VYEu2PBwr8iNvq1autLSKffPKJutbSpUvVeioVBhyHzM+mT58+atsdd9xhbYl8v8MPP1xVkmyQ6OK4oUOHWltESkpKlAYtWrRQ6+vWrYtat8HbCbQIWLNmjVq3MyBkvoQQQrzD/Iv5FyGEOEHr1H/961/WWjQ7duywPiUHDa/goOGVO9DwIoFjF6SdAV0jPvjgA+sIUW9w0X0Bb4mdxz399NNq/86dO+WEE05QCRPeINuFeZtE++OBAn/Dhg2ttQh4c41722+VU6kw7LbbbrJlyxZri6huLTgXlRAnePvduHFjay2S6B500EHWWiU33nij6qICULnCtaZMmbKr8oWQn5+vto8YMUIdZ2dA6CJDCCHEO8y/mH8RQogTdLVGd+xEwPx6/fXXVetXtKCtXbt2lS7hsaYRWrc+9thj6rMTtCY78sgj1UsHsHnzZvUCAa1wcW10qezevbva5wSthZG/4MUCZhhG3oD7JTK8kC+99dZbUqdOHXV9xKt9+/bW3ghuhlcy8bKNJuQLaEmMLvSXXnqpLFiwQLWMvv3221U3UbR8/uabb6yzKunbt++urveYORld7jds2GDtrcz3fvnlF2nSpIl62YL4OIcJsF/UOAO2AS9DDJBgoeFFAgcFaSQYKHBjPJBFixZFvQHBAMBI2FAwRpcMFNhxLN4iOwcFnjt3rvz9739Xb7SRMGGMkJEjR1p7E+93AwV+FPyd4N44HwkmSKXCgHs7QWsAnIvv5ST2vkhkkRHG0qxZM5VZAIwXgGvFC1999ZU6zs6AnG/9CSGEpA7zL+ZfhBDi5LLLLlNmCF4GFBYWWlurApMKLxJeeuklZb6gOzfSt1dffdU6oqppBLMI+YdtbAGYT8cee6w8/vjj1pbICwXEAV3D0UUcdX10s0T3Shu7le4///lPZS61bt1amV/YlsjwgoGAvA/nDB48WFq1aqVmJ+7cubN1hLvhlUy8kGfgGHQB/fbbb+WHH35Q3fHxMuWaa65R+uDc2267TfbYYw+V79ogP4KmGC8NLZI/++wzpZezJbKd78EwQ96G+D/88MNqm92KGWNdYhxOHAMTEMEe/9LLEAMkWGh4kcBxK0g7QbcPJIboAmGDN79I5Nxmwdq6dat6G3zJJZeoMULWr19v7YmQaL+TZCoM9tsQ55glAAmznxWGRG/IkVngWhirBXGMDbFdQrK1iTEhhJgC8y/mX4QQ4mTmzJnK5EdahYDWTzCjkGbaIA2DQfTss89aWyI88MADKq210/bYNG/GjBlqHYaPDV5+YBvScwATBusw0ZzAIMJA+jYNGjRQ5pwTGGo4tzrDC8YP8jW7W74NvgtamdkvfWLjnmy8kGfg+nPmzLG2iHTs2FGd6xzTEfkqxn1899131brdGhqttpxgzElcz24ZbBteTu0R5+OOO04ZZTaIB1qaOcF3wbmpDjFAgoWGFwmcRBUGJGRw653NUdH8FQmOW4XBBokRjomdDcsm0X6QTIUB3Uuw3rVrV7UOMBAvvpOfFQYc5xwDpbS0VDXDfeGFF3atoxn1+++/r9bjwQoDIYT4A/Mv5l+EEBILun/DaHniiSfUjLZIt9Da1x60Ht3usA0tg53YZsyoUaPUuluah25+TZs2tdZEtU6CqWaDdBUtpJzdwxG6dOmiXragdRgCPsd2Q5w8ebK6X3WGF64DAwkvIpzXt7um2y2uYuOeTLwA8gy06HICkwzXQmssJ0cdddSu4QHQEhrHoOWV8/rIf5EPY0gAYGscey20HmvUqJG15m54eR1igAQLDS8SOIkqDHibgYQKbwCGDBmiCsToa33wwQfvqjBMnz5djZGC5sN4g4DEDv230S8eCWii/fFIpsIA8JYEbwZQ8Mcbalwbg1b6WWFAJoH4fvnll7tmuUKFYeXKldZRkenv0Wf9ueeeU81ykUGgefG1114r5eXl6hhWGAghxB+YfzH/IoSQRMAMQmukW265Ra2jmzbSsmXLlql1G3vcwp9++kmtu6V5GPcLeQhMNRg6tWrVihozrFmzZuqceAEmDbpa4jO6kztBfLC9OsML3Rid14sNo0ePVsfFxj2ZeAE3o8k2qZCHOYH5ZOelv/76a5VrOsNrr72mjot3LeRbznzPLR7AyxADJFhoeJHASVRhACgko880CsPoNz1hwoSoRA5vpO+++251TI0aNVR/bQya+9tvvyW1Px7JVhjQvBddM/A90IwZgyjGJpy6FQYkungjVLduXTXQ4znnnFOlGwro0aOHahqMvvXo8oLjXn75ZZUpAlYYCCHEH5h/Mf8ihJBkgDFij1uI1l9Iy9CiyoltxlTXwguDt2MbXh7YrarQjdIGLw1ggiG9dwswyvCyxGsLrw8//FC18LLHpIwNmHUXxMY9mXgBr4YXukDiGEwaE3tthOXLl6vjdA0vm1SGGCDBQsOLEEIIIYQQQgjRZKWj5arNxo0bldlzxRVXqHWYQBjDyzkmFcCMgni5YHeDj2fyo2XuP/7xD2XK1KtXz9oaAeN74Ry0Dq4OtOb1MoYXutLD8Eo0jlVs3JONl1fDyx68H5MBVEeyhlfz5s3l5JNPttbik8wQAyRYaHgRQgghhBBCCCGawNjCGFuYYRAttdBqtmHDhsokQpd0G4w9hW6OmOEPXbjRAgrHVDdLow1mOYQxhglB2rRpY22t5IYbblDjW3Xo0EGNnwhTpm3btlGDsqOFGK7tZZbGxx57TN3bnqURE49gzMqbbrrJOsI97snEy6vhBXr27Klarj344IPq2rgHZmpEq2jbkErW8ELrN/w+X3/9tToWrZq9DjFAgoWGFyGEEEIIIYQQokmnTp3U2IMYeB1duDEmItZhkDjBzIC2yYTWXmhNFNvFMJ7hhTG4YMZgH7o4xoLuga1atZI6deqoOMCEQ9f1bt26WUdEwIDxGMMRXe5h9uTl5alrJjK80JoKMydiAH1c/5BDDlFd9p3xd4t7MvHSMbwAWpLhu8AQRMC1YC5ichSQrOFVVlamWtEdeuih6njEy+sQAyRYaHgRQgghhBBCCCGEkJyChhchhBBCCCGEEEIIySloeBFCCCGEEEIIIYSQnIKGFyGEEEIIIYQQQgjJKWh4EUIIIYQQQgghhJCcgoYXIYQQQgghhBBCCMkpaHgRQgghhBBCCCGEkJyChhchhBBCCCGEEEIIySloeBFCCCGEEEIIIYSQnIKGFyGEEEIIIYQQQgjJKWh4EUIIIYQQQgghhJCcgoYXIYQQQgghhBBCCMkpaHgRQgghhBBCCCGEkJyChhchhBBCCCGEEEIIySloeBFCCCGEEEIIIYSQnIKGFyGEEEIIIYQQQgjJKWh4EUIIIYQQQgghhJCcgoYXIYQQQgghhBBCCMkpaHgRQgghhBBCCCGEkJyChhchhBBCCCGEEEIIySl2GV4M5oYmTZokDG7nMZgdmjdvrv6A8cKtt94qtWvXjgrXXHNNleMuvvjiXfvr16+vzsPS3n/fffdFXcM+znmNZAPu77wOru3cj+s69zuD87hEAcfHfldsw3dzbqtuO4JTGzvEHpvMMQjYZu+P3Ydw1IWNq4TYY2pfdnvU/hv/cb/rcfc0fUhtx/Gx+xDs85wh3rHxgn2PZK4RG+9zrrlz174/33Sf2uY83i3gHOc1EHBuKscgHs5729ucx7hdA3o5z4m9rr3N7ThniN1vh9h7xh5n/wfjPad2sJ8xt30MDAwMDAwMDAwMDKmGf8v/BztdvijCofX7AAAAAElFTkSuQmCC" } }, "cell_type": "markdown", "id": "ed2c3225", "metadata": {}, "source": [ "![EPR_Converge.PNG](attachment:EPR_Converge.PNG)" ] }, { "cell_type": "code", "execution_count": null, "id": "bd24bc4d", "metadata": { "tags": [ "requires-ansys" ] }, "outputs": [], "source": [ "bus_02_EPR.get_frequencies()" ] }, { "attachments": { "Resonator_Frequencies.PNG": { "image/png": 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} }, "cell_type": "markdown", "id": "637ce16b", "metadata": {}, "source": [ "![Resonator_Frequencies.PNG](attachment:Resonator_Frequencies.PNG)" ] }, { "cell_type": "markdown", "id": "824bab39", "metadata": {}, "source": [ "We see, as suspected, that the resonator frequency is a bit lower than initially estimated (since we didn't consider the coupling). We can also confirm that the modes simulated are for the bus resonator and not (potentially) the chip substrate by looking at the E-field distribution, as seen below." ] }, { "cell_type": "code", "execution_count": null, "id": "b4678236", "metadata": { "scrolled": true, "tags": [ "requires-ansys" ] }, "outputs": [], "source": [ "bus_02_EPR.sim.plot_fields(\"main\")\n", "# bus_02_EPR.sim.save_screenshot()" ] }, { "attachments": { "bus02_EField.png": { "image/png": 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" } }, "cell_type": "markdown", "id": "b467e09c", "metadata": {}, "source": [ "![bus02_EField.png](attachment:bus02_EField.png)" ] }, { "cell_type": "markdown", "id": "915c9fd7", "metadata": {}, "source": [ "So we will need to lower the value of `bus_02.options.total_length`, to increase its resonant frequency. We can do that via making the changes individually, rerendering, simulating, and looking at the solutions, or we can make use of `sweep_one_option_get_eigenmode_solution_data`." ] }, { "cell_type": "markdown", "id": "bbca4eeb", "metadata": {}, "source": [ "Focusing on the bus resonator, we will now run a sweep which will check a few different `total_lengths` for Bus 02. First we import and create a sweep instance, then run an eigenmode sweep with options suitable for tuning the resonator length. As these simulations can require a good amount of meshing to hit a reasonable convergence, they will consume a great deal of time and memory." ] }, { "cell_type": "code", "execution_count": 31, "id": "b3a7cfcb", "metadata": {}, "outputs": [], "source": [ "from qiskit_metal.analyses.sweep_and_optimize.sweeping import Sweeping\n", "\n", "sweep = Sweeping(design)" ] }, { "cell_type": "markdown", "id": "1357334b", "metadata": {}, "source": [ "We can check what the input options are for running of the sweep class." ] }, { "cell_type": "code", "execution_count": 32, "id": "9f0e5bd1", "metadata": {}, "outputs": [ { "output_type": "stream", "name": "stdout", "text": "Help on method sweep_one_option_get_eigenmode_solution_data in module qiskit_metal.analyses.sweep_and_optimize.sweeping:\n\nsweep_one_option_get_eigenmode_solution_data(qcomp_name: str, option_name: str, option_sweep: list, qcomp_render: list, endcaps_render: list, ignored_jjs_render: list, box_plus_buffer_render: bool = True, setup_args: addict.addict.Dict | None = None, leave_last_design: bool = True, design_name: str = 'Sweep_Eigenmode') -> tuple[addict.addict.Dict, int] method of qiskit_metal.analyses.sweep_and_optimize.sweeping.Sweeping instance\n Ansys must be open with inserted project. A design, \"HFSS Design\"\n with eigenmode solution-type will be inserted by this method.\n \n Args:\n qcomp_name (str): A component that contains the option to be\n swept. Assume qcomp_name is in qcomp_render.\n option_name (str): The option within qcomp_name to sweep.\n Follow details from\n renderer in QHFSSRenderer.render_design.\n option_sweep (list): Each entry in the list is a value for\n option_name.\n qcomp_render(list): List of components to render to Ansys.\n endcaps_render (list): Identify which kind of pins.\n Follow details from renderer in\n QHFSSRenderer.render_design.\n ignored_jjs_render (list): List of tuples of jj's that shouldn't\n be rendered. Follow details from\n renderer in QHFSSRenderer.render_design.\n box_plus_buffer_render (bool): Either calculate a bounding box\n based on the location of rendered\n geometries or use chip size from design\n class. Follow details from renderer in\n QHFSSRenderer.render_design.\n Default is True.\n setup_args (Dict): Hold the arguments for Hfss eigenmode setup()\n as key/values to pass to Ansys.\n If None, default Setup will be used.\n leave_last_design (bool): In HFSS, after the last sweep,\n should the design be cleared?\n Default is True.\n design_name (str, optional): Name of HFSS_design to use in\n project. Defaults to \"Sweep_Eigenmode\".\n \n Returns:\n Tuple[Dict, int]: The dict key is each value of option_sweep, the\n value is the solution-data for each sweep.\n The int is the observation of searching for data from arguments as\n defined below.\n \n * 0 Have list of capacitance matrix.\n * 1 qcomp_name not registered in design.\n * 2 option_name is empty.\n * 3 option_name is not found as key in dict.\n * 4 option_sweep is empty, need at least one entry.\n * 5 last key in option_name is not in dict.\n * 6 project not in app\n * 7 design not in app\n * 8 setup not implement, check the setup_args.\n\n" } ], "source": [ "help(sweep.sweep_one_option_get_eigenmode_solution_data)" ] }, { "cell_type": "markdown", "id": "bf37a144", "metadata": {}, "source": [ "We then setup the sweep simulations options, the sweep variable and values, and what components to render. We will again supress the junctions in this simulation so as to just focus on the bus resonance." ] }, { "cell_type": "code", "execution_count": null, "id": "a09e5da7", "metadata": { "tags": [ "requires-ansys" ] }, "outputs": [], "source": [ "em_setup_args = Dict(min_freq_ghz=3, n_modes=1, max_passes=12, max_delta_f=0.1)\n", "\n", "all_sweeps, return_code = sweep.sweep_one_option_get_eigenmode_solution_data(\n", " \"Bus_02\",\n", " \"total_length\",\n", " [\"9.4mm\", \"9.3mm\", \"9.2mm\"],\n", " [\"Bus_02\", \"Q_0\", \"Q_2\"],\n", " [],\n", " [(\"Q_0\", \"rect_jj\"), (\"Q_2\", \"rect_jj\")],\n", " design_name=\"GetEigenModeSolution\",\n", " setup_args=em_setup_args,\n", ")" ] }, { "cell_type": "code", "execution_count": null, "id": "3f4c25b5", "metadata": { "scrolled": true, "tags": [ "requires-ansys" ] }, "outputs": [], "source": [ "frequency = {}\n", "for key in all_sweeps.keys():\n", " frequency[key] = all_sweeps[key][\"frequency\"]\n", "\n", "frequency" ] }, { "attachments": { "resonator_sweep.PNG": { "image/png": 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IIYQQQgghukeLMSGEEEIIIYQYAC3GhBBCCCGEEGIAtBgTQgghhBBCiAHQYkwIIYQQQgghBkCLMSGEEEIIIYQYAC3GhBBCCCGEEGIAtBgTQgghhBBCiKkzGv0H7eJpRyvW9isAAAAASUVORK5CYII=" } }, "cell_type": "markdown", "id": "1fd2b90e", "metadata": {}, "source": [ "![resonator_sweep.PNG](attachment:resonator_sweep.PNG)" ] }, { "cell_type": "markdown", "id": "f3c3e39f", "metadata": {}, "source": [ "Looking at the sweep results, via `all_sweeps`, we can see that the necessary length is approx 9.35mm." ] }, { "cell_type": "code", "execution_count": 33, "id": "d5f4fde3", "metadata": {}, "outputs": [], "source": [ "bus_02.options.total_length = \"9.35mm\"" ] }, { "cell_type": "code", "execution_count": null, "id": "53454541", "metadata": { "tags": [ "requires-ansys" ] }, "outputs": [], "source": [ "bus_02_EPR.sim.close()" ] }, { "cell_type": "markdown", "id": "5ad3a9fe", "metadata": {}, "source": [ "## EPR" ] }, { "cell_type": "markdown", "id": "15a5c393", "metadata": {}, "source": [ "### Energy Participation Ratio (EPR) Analysis (https://arxiv.org/abs/2010.00620)" ] }, { "cell_type": "markdown", "id": "74726026", "metadata": {}, "source": [ "We can look at the three mode system of qubits 0 and 1, and bus_01 as a whole, working off some of the previous tuning we have already accomplished. \n", "\n", "We will first update qubit 1 and bus_01 assuming previous analysis had already been accomplished." ] }, { "cell_type": "code", "execution_count": 34, "id": "a8fa13c7", "metadata": {}, "outputs": [], "source": [ "q_1.options.pad_gap = \"28um\"\n", "q_1.options.connection_pads.readout.pad_gap = \"20um\"\n", "q_1.options.connection_pads.readout.pad_width = \"100um\"\n", "q_1.options.connection_pads.bus_12.pad_width = \"130um\"\n", "q_1.options.hfss_inductance = \"13.9nH\"\n", "bus_01.options.total_length = \"9.55mm\"\n", "gui.rebuild()" ] }, { "cell_type": "markdown", "id": "a7d106c2", "metadata": {}, "source": [ "We again setup the simulation as we have done previously, creating an instance of the EPR analysis with `hfss` as the renderer." ] }, { "cell_type": "code", "execution_count": 35, "id": "36be036d", "metadata": {}, "outputs": [], "source": [ "three_mode_EPR = EPRanalysis(design, \"hfss\")" ] }, { "cell_type": "markdown", "id": "15a15b0f", "metadata": {}, "source": [ "We then modify the simulation setup options based on the three mode simulation, two qubits and a resonator, we are wanting to run." ] }, { "cell_type": "code", "execution_count": 36, "id": "c2db3bee", "metadata": {}, "outputs": [], "source": [ "three_mode_EPR.sim.setup.max_passes = 18\n", "three_mode_EPR.sim.setup.max_delta_f = 0.025\n", "three_mode_EPR.sim.setup.n_modes = 3\n", "three_mode_EPR.sim.setup.vars = Dict(\n", " Lj0=\"14.9 nH\", Cj0=\"0 fF\", Lj1=\"13.9 nH\", Cj1=\"0 fF\"\n", ")" ] }, { "cell_type": "markdown", "id": "ad3deaed", "metadata": {}, "source": [ "From this point we can run the simulation. We could simply use `run()` to have the full EPR analysis run, but we will use `run_sim()` so that we can check the convergence of the classical simulation before jumping into the EPR analysis portion. In this instance, we want both junctions included in the simulation (as sheet inductances). Any disconnected pins can simply be shorted (default)." ] }, { "cell_type": "code", "execution_count": null, "id": "0aae139f", "metadata": { "tags": [ "requires-ansys" ] }, "outputs": [], "source": [ "three_mode_EPR.sim.run_sim(name=\"Three_Mode\", components=[\"Q_0\", \"Q_1\", \"Bus_01\"])" ] }, { "cell_type": "code", "execution_count": null, "id": "773e24fd", "metadata": { "tags": [ "requires-ansys" ] }, "outputs": [], "source": [ "three_mode_EPR.sim.plot_convergences()" ] }, { "attachments": { "EPR_Converge2-2.PNG": { "image/png": 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" } }, "cell_type": "markdown", "id": "db504a6f", "metadata": {}, "source": [ "![EPR_Converge2-2.PNG](attachment:EPR_Converge2-2.PNG)" ] }, { "cell_type": "markdown", "id": "a2c7d521", "metadata": {}, "source": [ "Although these modes appear off, keep in mind that these are the classical modes with out the quantum effects. We do see that the two qubit modes are separated by roughly the desired amount (~200 MHz), which is what we were targeting. We could also again consider looking at the E-fields to confirm the modes of interest are for the correct components.\n", "\n", "Being happy with the convergence (although this hasn't converged, we will pretend it has for the sake of the tutorial), we can start to look at the analysis. We want to remove the default EPR setup, and add in that which matches our simulation." ] }, { "cell_type": "code", "execution_count": 37, "id": "a216ccaf", "metadata": {}, "outputs": [ { "output_type": "execute_result", "metadata": {}, "data": { "text/plain": "{'junctions': {'jj0': {'rect': 'JJ_rect_Lj_Q_0_rect_jj',\n 'line': 'JJ_Lj_Q_0_rect_jj_',\n 'Lj_variable': 'Lj0',\n 'Cj_variable': 'Cj0'},\n 'jj1': {'rect': 'JJ_rect_Lj_Q_1_rect_jj',\n 'line': 'JJ_Lj_Q_1_rect_jj_',\n 'Lj_variable': 'Lj1',\n 'Cj_variable': 'Cj1'}},\n 'dissipatives': {'dielectrics_bulk': ['main']},\n 'cos_trunc': 8,\n 'fock_trunc': 7,\n 'sweep_variable': 'Lj0'}" }, "execution_count": 37 } ], "source": [ "del three_mode_EPR.setup.junctions[\"jj\"]\n", "\n", "three_mode_EPR.setup.junctions.jj0 = Dict(\n", " rect=\"JJ_rect_Lj_Q_0_rect_jj\",\n", " line=\"JJ_Lj_Q_0_rect_jj_\",\n", " Lj_variable=\"Lj0\",\n", " Cj_variable=\"Cj0\",\n", ")\n", "three_mode_EPR.setup.junctions.jj1 = Dict(\n", " rect=\"JJ_rect_Lj_Q_1_rect_jj\",\n", " line=\"JJ_Lj_Q_1_rect_jj_\",\n", " Lj_variable=\"Lj1\",\n", " Cj_variable=\"Cj1\",\n", ")\n", "three_mode_EPR.setup.sweep_variable = \"Lj0\"\n", "three_mode_EPR.setup" ] }, { "cell_type": "code", "execution_count": 38, "id": "dd3964ad", "metadata": {}, "outputs": [ { "output_type": "execute_result", "metadata": {}, "data": { "text/plain": "{'junctions': {'jj0': {'rect': 'JJ_rect_Lj_Q_0_rect_jj',\n 'line': 'JJ_Lj_Q_0_rect_jj_',\n 'Lj_variable': 'Lj0',\n 'Cj_variable': 'Cj0'},\n 'jj1': {'rect': 'JJ_rect_Lj_Q_1_rect_jj',\n 'line': 'JJ_Lj_Q_1_rect_jj_',\n 'Lj_variable': 'Lj1',\n 'Cj_variable': 'Cj1'}},\n 'dissipatives': {'dielectrics_bulk': ['main']},\n 'cos_trunc': 8,\n 'fock_trunc': 7,\n 'sweep_variable': 'Lj0'}" }, "execution_count": 38 } ], "source": [ "three_mode_EPR.setup" ] }, { "cell_type": "markdown", "id": "0f3a421c", "metadata": {}, "source": [ "Once all setup, we can run the EPR analysis. Depending on the truncation and simulation sizes, not to mention if many values are being swept across, this analysis can be quite time consuming. Keep this in mind when setting the values, and to avoid fine tuning before having completed faster simulations and analysis." ] }, { "cell_type": "code", "execution_count": null, "id": "53850762", "metadata": { "scrolled": true, "tags": [ "requires-ansys" ] }, "outputs": [], "source": [ "three_mode_EPR.run_epr()" ] }, { "attachments": { "EPR_Analysis-2.PNG": { "image/png": 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" } }, "cell_type": "markdown", "id": "8c0cd6ca", "metadata": {}, "source": [ "![EPR_Analysis-2.PNG](attachment:EPR_Analysis-2.PNG)" ] }, { "cell_type": "markdown", "id": "9f0ade3c", "metadata": {}, "source": [ "From the matrix, we can see how much each mode (or each qubit and bus) is interacting with each other. (Note: These values are a bit erratic since we did not have a really good convergence of the classical simulations). We could modify the component options, such as `q_0.options.connection_pads.bus_01.pad_width` and `q_1.options.connection_pads.bus_01.pad_width`, in order to get the coupling strength between the two qubits, seen by the off-diagonal values, to the value we are designing for. " ] }, { "cell_type": "code", "execution_count": null, "id": "4b853c43", "metadata": { "tags": [ "requires-ansys" ] }, "outputs": [], "source": [ "three_mode_EPR.sim.close()" ] }, { "cell_type": "markdown", "id": "f39feac3", "metadata": {}, "source": [ "## GDS Render" ] }, { "cell_type": "markdown", "id": "bc620b54", "metadata": {}, "source": [ "Once we have successfully tuned all aspects of the chip to the values we were aiming for, we can export (or render) the layout to a GDS file for fabrication purposes. To do so, we will make an instance of the GDS renderer, modify some options, such as cheesing, make sure we are importing the correct reference file for the junction e-beam layout, and then finally render." ] }, { "cell_type": "code", "execution_count": 39, "id": "485c60f7", "metadata": {}, "outputs": [ { "output_type": "execute_result", "metadata": {}, "data": { "text/plain": "{'short_segments_to_not_fillet': 'True',\n 'check_short_segments_by_scaling_fillet': '2.0',\n 'gds_unit': 0.001,\n 'ground_plane': 'True',\n 'negative_mask': {'main': []},\n 'fabricate': 'False',\n 'corners': 'natural',\n 'tolerance': '0.00001',\n 'precision': '0.000000001',\n 'width_LineString': '10um',\n 'path_filename': '../resources/Fake_Junctions.GDS',\n 'junction_pad_overlap': '5um',\n 'max_points': '199',\n 'cheese': {'datatype': '100',\n 'shape': '0',\n 'cheese_0_x': '25um',\n 'cheese_0_y': '25um',\n 'cheese_1_radius': '100um',\n 'view_in_file': {'main': {1: True}},\n 'delta_x': '100um',\n 'delta_y': '100um',\n 'edge_nocheese': '200um'},\n 'no_cheese': {'datatype': '99',\n 'buffer': '25um',\n 'cap_style': '2',\n 'join_style': '2',\n 'view_in_file': {'main': {1: True}}},\n 'bounding_box_scale_x': '1.2',\n 'bounding_box_scale_y': '1.2'}" }, "execution_count": 39 } ], "source": [ "mt_gds = design.renderers.gds\n", "\n", "mt_gds.options" ] }, { "cell_type": "code", "execution_count": 40, "id": "3fd5d8f0", "metadata": {}, "outputs": [], "source": [ "mt_gds.options.path_filename = \"../../tut/resources/Fake_Junctions.GDS\"" ] }, { "cell_type": "code", "execution_count": 41, "id": "95592f96", "metadata": {}, "outputs": [], "source": [ "mt_gds.options.no_cheese.buffer = \"40um\"\n", "mt_gds.options.max_points = 2555\n", "mt_gds.options.cheese.cheese_0_x = \"3um\"\n", "mt_gds.options.cheese.cheese_0_y = \"3um\"\n", "mt_gds.options.cheese.delta_x = \"50um\"\n", "mt_gds.options.cheese.delta_y = \"50um\"\n", "mt_gds.options.cheese.view_in_file = {\"main\": {1: True}}\n", "mt_gds.options.fabricate = True" ] }, { "cell_type": "code", "execution_count": 42, "id": "a776afbb", "metadata": {}, "outputs": [ { "output_type": "execute_result", "metadata": {}, "data": { "text/plain": "1" }, "execution_count": 42 } ], "source": [ "mt_gds.export_to_gds(\"MetalTutorial.gds\")" ] }, { "cell_type": "markdown", "id": "b6bc8de7", "metadata": {}, "source": [ "With that, we have successfully designed, simulated, analyzed, tuned, and exported for fabrication our three qubit chip. Hopefully this tutorial has been a helpful introduction to Qiskit Metal and how to use it in your design flow process." ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.7.3" } }, "nbformat": 4, "nbformat_minor": 5 }