{ "cells": [ { "cell_type": "markdown", "id": "186e0c27-4fd7-4ed8-a079-9d470346cff4", "metadata": { "pycharm": { "name": "#%% md\n" } }, "source": [ "# Magnetized Plasma\n", "\n", "This codes tests the Boris magnetic integrator by reproducing results of Bernu Journal de Physique, **42** L253 (1981). \n", "\n", "We simulate a One Component Plasma composed of $N = 1000$ Hydrogen atoms at a density of $n = 1.62 \\times 10^{30}$ $N/m^3$, and temperature $T = 0.3$ $eV$, which leads to $\\Gamma = 100$. The system is in a constant magnetic field $B = B_0 \\hat{\\mathbf z}$ with $B_0 = 17 \\times 10^6$ Tesla. The ratio of the cyclotron frequency to the plasma frequency is $\\beta \\sim 1.0$. \n", "\n", "The YAML input file can be found at [input_file](https://raw.githubusercontent.com/murillo-group/sarkas/master/docs/examples/Magnetized_OCP/input_files/mag_ocp_mks_boris.yaml) and this notebook at [notebook](https://raw.githubusercontent.com/murillo-group/sarkas/master/docs/examples/Magnetized_OCP/Magnetized_Plasma.ipynb)." ] }, { "cell_type": "code", "execution_count": 1, "id": "d521f2b2-e33b-409f-8d5e-d67fc0b3b24f", "metadata": { "pycharm": { "name": "#%%\n" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Using matplotlib backend: Qt5Agg\n", "Populating the interactive namespace from numpy and matplotlib\n" ] } ], "source": [ "# Import the usual libraries\n", "%pylab\n", "%matplotlib inline\n", "import os\n", "\n", "plt.style.use('MSUstyle')\n", "# Import sarkas\n", "from sarkas.processes import Simulation, PostProcess, PreProcess\n", "\n", "# Create the file path to the YAML input file\n", "input_file_name = os.path.join('input_files', 'mag_ocp_mks_boris.yaml')" ] }, { "cell_type": "markdown", "id": "e660e5d8-e651-4763-8fa0-632230189381", "metadata": { "pycharm": { "name": "#%% md\n" } }, "source": [ "# Preprocessing" ] }, { "cell_type": "code", "execution_count": 2, "id": "793dc717-6a10-4231-95d0-d35f94ede80b", "metadata": { "pycharm": { "name": "#%%\n" }, "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[38;2;110;0;95m\n", "\n", "\n", "\n", "\n", "\n", " _________ __ \n", " / _____/____ _______| | _______ ______\n", " \\_____ \\\\__ \\\\_ __ \\ |/ /\\__ \\ / ___/\n", " / \\/ __ \\| | \\/ < / __ \\_\\___ \\ \n", "/_______ (____ /__| |__|_ \\(____ /____ >\n", " \\/ \\/ \\/ \\/ \\/ \n", "\n", "\u001b[0m\n", "An open-source pure-python molecular dynamics suite for non-ideal plasmas.\n", "\n", "\n", "\n", "\n", "\n", "* * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * *\n", " Preprocessing \n", "* * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * *\n", "\n", "Job ID: ocp_mag_boris\n", "Job directory: Simulations/ocp_mag_boris\n", "\n", "Equilibration dumps directory: \n", " Simulations/ocp_mag_boris/PreProcessing/Equilibration/dumps\n", "Production dumps directory: \n", " Simulations/ocp_mag_boris/PreProcessing/Production/dumps\n", "\n", "Equilibration Thermodynamics file: \n", " Simulations/ocp_mag_boris/PreProcessing/Equilibration/EquilibrationEnergy_ocp_mag_boris.csv\n", "Production Thermodynamics file: \n", " Simulations/ocp_mag_boris/PreProcessing/Production/ProductionEnergy_ocp_mag_boris.csv\n", "\n", "PARTICLES:\n", "Total No. of particles = 1000\n", "No. of species = 1\n", "Species ID: 0\n", "\tName: H\n", "\tNo. of particles = 1000 \n", "\tNumber density = 1.620000e+30 [N/m^3]\n", "\tAtomic weight = 1.0002 [a.u.]\n", "\tMass = 1.673000e-27 [kg]\n", "\tMass density = 2.710260e+03 [kg/m^3]\n", "\tCharge number/ionization degree = 1.0000 \n", "\tCharge = 1.602177e-19 [C]\n", "\tTemperature = 3.330091e+03 [K] = 2.869650e-01 [eV]\n", "\tDebye Length = 3.128788e-12 [1/m]\n", "\tPlasma Frequency = 1.675504e+15 [rad/s]\n", "\tCyclotron Frequency = 1.628034e+15 [rad/s]\n", "\tbeta_c = 0.9717\n", "\n", "SIMULATION AND INITIAL PARTICLE BOX:\n", "Units: mks\n", "Wigner-Seitz radius = 5.282005e-11 [m]\n", "No. of non-zero box dimensions = 3\n", "Box side along x axis = 1.611992e+01 a_ws = 8.514549e-10 [m]\n", "Box side along y axis = 1.611992e+01 a_ws = 8.514549e-10 [m]\n", "Box side along z axis = 1.611992e+01 a_ws = 8.514549e-10 [m]\n", "Box Volume = 6.172840e-28 [m^3]\n", "Initial particle box side along x axis = 1.611992e+01 a_ws = 8.514549e-10 [m]\n", "Initial particle box side along y axis = 1.611992e+01 a_ws = 8.514549e-10 [m]\n", "Initial particle box side along z axis = 1.611992e+01 a_ws = 8.514549e-10 [m]\n", "Initial particle box Volume = 6.172840e-28 [m^3]\n", "Boundary conditions: periodic\n", "\n", "ELECTRON PROPERTIES:\n", "Number density: n_e = 1.620000e+30 [N/m^3]\n", "Wigner-Seitz radius: a_e = 5.282005e-11 [m]\n", "Temperature: T_e = 3.330091e+03 [K] = 2.869650e-01 [eV]\n", "de Broglie wavelength: lambda_deB = 1.291671e-09 [m]\n", "Thomas-Fermi length: lambda_TF = 3.382169e-11 [m]\n", "Fermi wave number: k_F = 3.633390e+10 [1/m]\n", "Fermi Energy: E_F = 5.029756e+01 [eV]\n", "Relativistic parameter: x_F = 1.403067e-02 --> E_F = 5.029509e+01 [eV]\n", "Degeneracy parameter: Theta = 5.705346e-03 \n", "Coupling: r_s = 0.998154, Gamma_e = 95.000103\n", "Warm Dense Matter Parameter: W = 2.4019e-04\n", "Chemical potential: mu = 1.7527e+02 k_B T_e = 9.9997e-01 E_F\n", "Electron cyclotron frequency: w_c = 2.989994e+18\n", "Lowest Landau energy level: h w_c/2 = 1.576582e-16\n", "Electron magnetic energy gap: h w_c = 3.153163e-16 = 3.9128e+01 E_F = 6.8582e+03 k_B T_e\n", "\n", "MAGNETIC FIELD:\n", "Magnetic Field = [0.0000e+00, 0.0000e+00, 1.7000e+07] [Tesla]\n", "Magnetic Field Magnitude = 1.7000e+07 [Tesla]\n", "Magnetic Field Unit Vector = [0.0000e+00, 0.0000e+00, 1.0000e+00]\n", "\n", "POTENTIAL: coulomb\n", "Effective Coupling constant: Gamma_eff = 95.00\n", "Short-range Cutoff radius: rs = 0.000000e+00 [m]\n", "\n", "ALGORITHM: pppm\n", "Charge assignment order: 6\n", "FFT aliases: [3, 3, 3]\n", "Mesh: 64 x 64 x 64\n", "Ewald parameter alpha = 0.9000 / a_ws = 1.703898e+10 [1/m]\n", "Mesh width = 0.2519, 0.2519, 0.2519 a_ws\n", " = 1.3304e-11, 1.3304e-11, 1.3304e-11 [m]\n", "Mesh size * Ewald_parameter (h * alpha) = 0.2267, 0.2267, 0.2267 \n", " ~ 1/4, 1/4, 1/4\n", "rcut = 4.1700 a_ws = 2.202596e-10 [m]\n", "No. of PP cells per dimension = 3, 3, 3\n", "No. of particles in PP loop = 467\n", "No. of PP neighbors per particle = 72\n", "PM Force Error = 5.073538e-07\n", "PP Force Error = 3.654934e-07\n", "Tot Force Error = 6.252946e-07\n", "\n", "THERMOSTAT: \n", "Type: berendsen\n", "First thermostating timestep, i.e. relaxation_timestep = 100\n", "Berendsen parameter tau: 10.000 [timesteps]\n", "Berendsen relaxation rate: 0.100 [1/timesteps] \n", "Thermostating temperatures: \n", "Species ID 0: T_eq = 3.330091e+03 [K] = 2.869650e-01 [eV]\n", "\n", "INTEGRATOR: \n", "Type: magnetic_boris_zdir\n", "Time step = 1.100000e-17 [s]\n", "Total plasma frequency = 1.675504e+15 [rad/s]\n", "w_p dt = 0.0184 ~ 1/54\n", "\n", "Equilibration: \n", "No. of equilibration steps = 5000 \n", "Total equilibration time = 5.5000e-14 [s] ~ 92 w_p T_eq \n", "snapshot interval step = 10 \n", "snapshot interval time = 1.1000e-16 [s] = 0.1843 w_p T_snap\n", "Total number of snapshots = 500 \n", "Electrostatic Equilibration Type: magnetic_boris\n", "\n", "Magnetization: \n", "No. of magnetization steps = 5000 \n", "Total magnetization time = 5.5000e-14 [s] ~ 92 w_p T_mag \n", "snapshot interval step = 10 \n", "snapshot interval time = 1.1000e-16 [s] = 0.1843 w_p T_snap\n", "Total number of snapshots = 500 \n", "\n", "Production: \n", "No. of production steps = 70000 \n", "Total production time = 7.7000e-13 [s] ~ 1290 w_p T_prod \n", "snapshot interval step = 5 \n", "snapshot interval time = 5.5000e-17 [s] = 0.0922 w_p T_snap\n", "Total number of snapshots = 14000 \n", "\n", "\n", "------------------------ Initialization Times ------------------------ \n", "\n", "\n", "Potential Initialization Time: 0 hrs 0 min 5 sec\n", "\n", "Particles Initialization Time: 0 sec 0 msec 448 usec 27 nsec\n", "\n", "Total Simulation Initialization Time: 0 hrs 0 min 5 sec\n", "\n", "\n", "========================== Times Estimates =========================== \n", "\n", "Optimal Green's Function Time: \n", "0 min 3 sec 581 msec 556 usec 188 nsec \n", "\n", "Time of PP acceleration calculation averaged over 100 steps: \n", "0 min 0 sec 6 msec 205 usec 565 nsec \n", "\n", "Time of PM acceleration calculation averaged over 100 steps: \n", "0 min 0 sec 31 msec 773 usec 550 nsec \n", "\n", "\n", "Running 101 equilibration and production steps to estimate simulation times\n", "\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "3087ea95a72643bab021ff77b85a16b6", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/101 [00:00" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "preproc = PreProcess(input_file_name)\n", "preproc.setup(read_yaml=True)\n", "preproc.run(timing=True, loops=100, pppm_estimate = True)" ] }, { "cell_type": "markdown", "id": "d0c56892-ce07-474a-a979-2ba71aabb951", "metadata": { "pycharm": { "name": "#%% md\n" } }, "source": [ "PreProcessing shows that we have chosen good parameters for the pppm algorithm. The black dot in the first plot shows our choice of parameters. This leads to a Total Force Error $\\sim 9 \\times 10^8$. The horizontal and vertical lines in the above plots represent the value $r = L/2 a_{\\rm ws}$. \n", "\n", "A common technique used in magnetized MD is to equilibrate the system in two steps. First without the presence of the magnetic field and then with the magnetic field turned on. This is because, the magnetic field can greatly delay the relaxation to equilibrium see [Ott et al PRE 2017](https://journals.aps.org/pre/abstract/10.1103/PhysRevE.95.013209). Hence the magnetization phase before the production phase.\n", "\n", "We confirm that our choice of parameters leads to the same physical system as the one simulated by Bernu. $\\Gamma =95$, $\\beta = 1.0$. Contrarily to Bernu we choose to run our simulation for a much longer time. \n", "\n", " Production: \n", " No. of production steps = 70000 \n", " Total production time = 7.7000e-13 [s] ~ 1290 w_p T_prod \n", " snapshot interval step = 5 \n", " snapshot interval time = 5.5000e-17 [s] = 0.0922 w_p T_snap\n", " Total number of snapshots = 14000 \n", "\n", "Bernu ran a simulation for 244 plasma periods. We decided to run for a time 5 times longer. This is because we want to show the time slicing option in the Postprocessing phase.\n", "\n", "The estimated times, on this machine, are \n", "\n", " ----------------------- Total Estimated Times ------------------------ \n", "\n", "\n", " Equilibration Time: 0 hrs 3 min 30 sec\n", "\n", " Magnetization Time: 0 hrs 3 min 1 sec\n", "\n", " Production Time: 0 hrs 44 min 3 sec\n", "\n", " Total Run Time: 0 hrs 50 min 35 sec\n", "\n", "and the entire run requires a minimum of 132 MB of space on the hard drive. \n", "\n", " Total minimum needed space: 2 GB 208 MB 2 KB 496 bytes\n", "\n", "We are ready to start the simulation." ] }, { "cell_type": "markdown", "id": "d2342d38-6ce6-49a7-bc92-7a4f001199e5", "metadata": { "pycharm": { "name": "#%% md\n" } }, "source": [ "# Simulation" ] }, { "cell_type": "code", "execution_count": 3, "id": "ae081911-21e2-47e9-8cd2-460c6deaf280", "metadata": { "pycharm": { "name": "#%%\n" }, "tags": [] }, "outputs": [], "source": [ "# sim = Simulation(input_file_name)\n", "# sim.setup(read_yaml=True)\n", "# sim.run()" ] }, { "cell_type": "markdown", "id": "8ce348f8-bea4-4614-a756-b7abc733b207", "metadata": { "pycharm": { "name": "#%% md\n" } }, "source": [ "# PostProcessing" ] }, { "cell_type": "code", "execution_count": 4, "id": "666e5442-c5f7-49dc-adb7-6b21205dbba5", "metadata": { "pycharm": { "name": "#%%\n" } }, "outputs": [], "source": [ "postproc = PostProcess(input_file_name)\n", "postproc.setup(read_yaml=True)\n", "\n", "postproc.therm.setup(postproc.parameters)" ] }, { "cell_type": "code", "execution_count": 5, "id": "8977d116-30db-46a3-940c-78371156f04d", "metadata": { "pycharm": { "name": "#%%\n" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "postproc.therm.temp_energy_plot(postproc)\n", "# postproc.therm.plot(scaling = 1.0e-15, y = 'Total Energy', logy = True, xlabel = r'$t$ [fs]')" ] }, { "cell_type": "markdown", "id": "ef6f9ff2-345b-4232-8ae1-e3c982724313", "metadata": { "pycharm": { "name": "#%% md\n" } }, "source": [ "The energy remained fairly constant over the entire production phase. The Temperature similarly oscillated widly ($\\sim 5 \\%$) but its average is exactly the desired value. Both the Temperature and the Total Energy show a Gaussian distribution around their means.\n", "\n", "We are ready to calculate the diffusion coefficient.\n", "\n", "## Transport\n", "\n", "In the case of a magnetized plasma we have two diffusion coefficients:\n", "\n", "$$ \n", "D_{\\parallel}(\\tau) = \\frac{k_B T}{m} \\int_0^\\tau dt Z_{\\parallel}(t), \\quad D_{\\perp}(\\tau) = \\frac{k_B T}{m} \\int_0^\\tau dt Z_{\\perp}(t)\n", "$$\n", "\n", "where, for the case of a constant magnetic field in the $z$-direction\n", "\n", "$$ \n", "Z_{\\parallel}(t) = \\langle v_z(t)v_z(0) \\rangle, \\quad Z_{\\perp}(t) = \\frac{1}{2} \\left [ \\langle v_x(t)v_x(0) \\rangle + \\langle v_y(t)v_y(0) \\rangle \\right ],\n", "$$\n", "\n", "are the velocity autocorrelation functions. These functions are calculated by the class [VelocityAutocorrelationFunction](../../api/tools_subpckg/sarkas.tools.observables.VelocityAutoCorrelationFunction.html) in [sarkas.tools.observables](../../api/tools_subpckg/sarkas.tools.observables.html). This class calculates and saves $Z(t)$ for each axis and the total $Z(t) = \\frac{1}{3} \\left [ Z_x(t) + Z_y(t) + Z_z(t) \\right ]$. \n", "\n", "Transport coefficient are calculated using the [TransportCoefficients](../../api/tools_subpckg/sarkas.tools.transport.TransportCoefficients.html) class from the [sarkas.tools.transport](../../api/tools_subpckg/sarkas.tools.transport.html). This method requires the parameters of the simulation passed as `postproc.parameters`. The `phase` argument in this case is not needed since `production` is the default phase, and the number of slices in which to divide the simulation,`no_slices`. As mentioned above we decided to run our simulation 5 times longer than Bernu's. This is because we wanted to divide our long simulation into 5 small simulations of length ~ 258 $\\omega_p T$ (Bernu's was 244 $\\omega_p T$), calculate the diffusion coefficients for each of them, and average them. \n", "\n", "Sarkas was created with this workflow in mind and the option ``no_slices`` allows to do exactly this.\n", "\n", "Once the class is imported the diffusion coefficiey calling the method [diffusion](../../api/tools_subpckg/TransportCoefficients_mthds/sarkas.tools.transport.TransportCoefficients.diffusion.html). This method takes care of calnt is calculated bculating the perpendicular and parallel diffusion coefficients, and plot their averages with a shaded area.\n", "\n", "It is important to note that the [diffusion](../../api/tools_subpckg/TransportCoefficients_mthds/sarkas.tools.transport.TransportCoefficients.diffusion.html) method assume a constant magnetic field in the $z$-direction. Arbitrary directions of the magnetic field are not supported at the moment. \n", " " ] }, { "cell_type": "code", "execution_count": 6, "id": "04bbe0f3-a7f7-494c-8d24-c2eb350844d7", "metadata": { "pycharm": { "name": "#%%\n" } }, "outputs": [], "source": [ "from sarkas.tools.observables import VelocityAutoCorrelationFunction\n", "from sarkas.tools.transport import TransportCoefficients" ] }, { "cell_type": "code", "execution_count": 7, "id": "ce3e3803-5c04-4faf-9f88-33571979b3d2", "metadata": { "pycharm": { "name": "#%%\n" } }, "outputs": [], "source": [ "vacf = VelocityAutoCorrelationFunction()\n", "vacf.setup(postproc.parameters, phase = 'production', no_slices = 5)\n", "#vacf.compute()\n", "vacf.parse()" ] }, { "cell_type": "code", "execution_count": 8, "id": "44251d6d-f869-43b2-93f0-37899557da80", "metadata": { "pycharm": { "name": "#%%\n" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "\n", "======================= Diffusion Coefficient ======================== \n", "\n", "Data saved in: \n", " Simulations/ocp_mag_boris/PostProcessing/TransportCoefficients/Production/Diffusion_ocp_mag_boris.h5\n", "Simulations/ocp_mag_boris/PostProcessing/TransportCoefficients/Production/Diffusion_slices_ocp_mag_boris.h5\n", "\n", "No. of slices = 5\n", "No. dumps per slice = 560\n", "Time interval of autocorrelation function = 1.5400e-13 [s] ~ 258 w_p T\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "1bcd6b810d8d4efba2f4f7a573c5b20e", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/5 [00:00" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "tc = TransportCoefficients(postproc.parameters, phase = 'production', no_slices = 5)\n", "tc.diffusion(vacf)" ] }, { "cell_type": "code", "execution_count": 9, "id": "2e391eec-0f88-4236-8735-6cf4b4d7c456", "metadata": { "pycharm": { "name": "#%%\n" } }, "outputs": [ { "data": { "text/html": [ "
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2800 rows × 5 columns

\n", "
" ], "text/plain": [ " Time H Diffusion \n", " NaN Parallel Perpendicular \n", " NaN Mean Std Mean Std\n", "0 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00\n", "1 5.500000e-17 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00\n", "2 1.100000e-16 1.513632e-09 1.449843e-11 1.500904e-09 9.712383e-12\n", "3 1.650000e-16 3.022980e-09 2.899158e-11 2.985556e-09 1.927020e-11\n", "4 2.200000e-16 4.523784e-09 4.346764e-11 4.437928e-09 2.852923e-11\n", "... ... ... ... ... ...\n", "2795 1.537250e-13 1.317944e-08 2.338327e-09 9.956043e-09 1.893927e-09\n", "2796 1.537800e-13 1.315739e-08 2.371333e-09 9.951686e-09 1.899606e-09\n", "2797 1.538350e-13 1.313432e-08 2.404148e-09 9.946636e-09 1.905537e-09\n", "2798 1.538900e-13 1.311026e-08 2.436658e-09 9.940771e-09 1.911840e-09\n", "2799 1.539450e-13 1.308527e-08 2.468751e-09 9.933983e-09 1.918634e-09\n", "\n", "[2800 rows x 5 columns]" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "tc.diffusion_df" ] }, { "cell_type": "markdown", "id": "498a4f10-5503-4c2b-8f6e-d1d398979e1f", "metadata": { "pycharm": { "name": "#%% md\n" } }, "source": [ "Once the calculation is complete `Sarkas` produces a figure for each diffusion coefficient containing two ``subplots``: a plot of $Z_{\\parallel}(t)(Z_{\\perp}(t) )$ on the left and a plot of $D_{\\parallel}(\\tau)$ $(D_{\\perp}(\\tau))$ on the right.\n", "The above plots are in mks units, let's rescale by $\\omega_p a_{\\rm ws}^2$." ] }, { "cell_type": "code", "execution_count": 10, "id": "6921b76b-d21b-4af7-acf7-141bfd4e33d7", "metadata": { "pycharm": { "name": "#%%\n" } }, "outputs": [ { "data": { "text/plain": [ "[None, Text(0.5, 0, 'Index')]" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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ValJTU/ntb38LcMMCsSM2N+ZQMA9LL9Iq2CeRZ4IltJdna9Z8xF//+leGDx8uCkPBRGTWDqBbHB0dGT58OH/9619Zs+ajbl1DFId2omWhUUEwJ5FngiW0l2dFRYXExcVZIRqhr6qvr7d2CD0SFxdnWKi7q0RxKAiCIPR6kqQTLYaCcA1HR8duj70VxaGdCA+PsHYIgh0QeSZYgsgzwRKUyt433tBURHFoJ2JjB3d+kCD0kMgzwRJEngmW4OzsbO0QrEYUh3aiZTNzQTAnkWeCJYg8Eyyhurra2iFYjSgOBUEQBMHK5syZjVLpiFLpiIuLM/36hbF48a38/PPP1g6tV3v44V+iVDry+OOPtXnuxRdfRKl0ZPHiWy0Wz+jRo3BxcebChQsWe83uEMWhnXBzc7d2CIIdEHkmWEJfzLOUlBRefvkVsrNzSE1NY926L/Hx8WHevJtZt26dtcPr1cLDw/n6669bLfis0Wj44ovPiYjoePyqXG7aEunYsaOUlpZy//33s2bNGpNe29REcWgnurMIpiB0VW/Ks0ZVE1W1NZRXV1FbX49Gq7V2SIKRelOeGSMjI4PKykomT55McHAwUVFRTJ48mTVr1rJw4S384Q+/t3aIvdqwYcMYOHAg33zzteGxrVu34uzszJQpU1odq9PpeOONN+jfP5qQkGBGjRrJpk2bDM9PnjyJ//u/F1qdU11djaenBxs2bLhhHGvWrGHJkiU8+OAyPvvsUzQaDQDbt2/Hzc2VsrKyVsf//ve/JyFhtOHrtWvXMGBAf7y8PFm8eDHvv/8eSqV5ZuiL4tBO7N69y9ohCHagN+RZZU01GbnZZORmk1tcSEFpMVcK87iQnUleSREqtdraIQqd6A151hUnTpxAJpMxcuTINs/NnTuH7OxsysvLLR9YH/LQQw+xdu1aw9dr167lF794EJms9ULXK1f+m7ff/gdvvPFn9u8/wK23Lubuu+8iJSUFgHvvvZevvvoKne7qEjHff/8dLi4uzJ8/v8PXr6+v56uvvmLp0ntJTEzE1dWVLVu2ADBz5kz8/Pz49ttvDMdLksRXX63n3nvvA+Dw4UM8/vjjPPHEkxw7dpxbblnIH//4x55+Wzokts+zE3V1tdYOQbADtpxnKrWavJIi6hsb2n1ekiQqa6qpqaslxD8QL3cPC0coGMvYPItYMM28gXQge8ueLh1/4sQJBgwYiJeXV5vnWpZTuXYNxzfffJNFixaRlpbGHXfc0aNYe0r55l86fO7dm2/mkVEjAfjwZApP/fRTh8eqXnrR8P/j1qzhZGFRp8d1xZIlS/ntb3/LxYsX8fDwYPv2bfzzn//ktddebXXcO++8w3PPLWfp0qVUVVXx6quvcuDAft55520+/vgT7r77Hp5//nn27NnDjBn6Fux169Zxxx133HDpm6+//op+/cIZNWoUAEuX3suaNWu49dZbUSgU3H333axbt47HHnscgIMHk8jOzmbJkiUArFr1H2bPns0LL+hbLWNiYjh+/DgffdS9HVA6I1oOBUHo8+obG8jMz+mwMLyWVqcjt7iQ0krRUiNYxsmTJwxFw/XS0y8QGhqKh8fVP1Z+/nknhYWFnDp1ylIh9no+Pj7ceuti1q5dy6effsrUqVPbjDesrq4mPz+fiRMntnp84sREUlNTAfDz82P27DmsW/cFAAUFBezZs8fQwteRNWvWcN99V4+577772L59G/n5+YC+RfLgwYNcuXIF0BecU6dOJSwsDID09DTGjLmp1TXHjh3b1W+D0UTLoZ2YNWuOtUMQ7IAt5llNfR05RQVIkgSAWqPhfOZFTl1Mo7K2Bq1WS4h/IEOiBzI0eqBh396i8jJkMjl+Xt5WjF5oj7F51tUWPGtJSUnhhRf+r83jarWa7777lttuu80KURnH2Ja8R0aNNLQidubIQw/1IKKOLVu2jIcf/iVubu688sorHR7X0tXs6enZ5jHQF3JPPfUkK1euYv36LwkPDycxMbHD66WlpXHw4EEOHz7Myy//wfC4Vqvl448/5qWXXmL06ARiYwfz5Zdfsnz5cr799lv+8perrbKSJLXpAjcnURzaifT0NEaMGGntMIQ+ztbyrL6xkdziQiRJQqPV8vOxg3yz6ydq6uvaHLth7w6C/QK4e+Y8JgwbhUwmo7CsBCdHJe6urlaIXuiIreVZT2RmZlJeXs7o0aNbPS5JEr/5zXKqqqp4/vkXOjhb6IoZM2agVCopKyvl1lvbLl/j6elJaGgoSUlJTJ8+ncbGRlxcXDh4MKnVvt2LFi3iqaeeZMuWLaxbt44lS5besHBbu3YNY8eO5f33/9vq8e+//56PP17Liy++iEwmY+nSpaxbt46hQ4dSV1fHbbfdbjh28OA4jh8/1ur8Y8daf21Koji0Ezk52X3mZirYLlvKsyaVipyifHQ6HfklRby9bg25xfpN6MODQkgYHE+/gCBkMhmZBbkcO3+GwrIS/v3VJxxLPcPjty3BWelEXkkh/cPCcXQQ+/baClvKs546ceIEACEhIRQWFlJTU8OpU6d47713OX/+PN98862ha1HoGZlMRnLyCSRJwsnJqd1jli9fzmuvvcbAgQOJiRnEpk0/cODAAQ4fPmI4xtnZmcWLF/Pmm3/m9OnTrF37cYevqVar+eyzz3jxxReJj49v9Zyfnx9vvPE6e/bsYfr06dx77728+uorvPrqKyxceEurlsunn/4V06ZN4x//+AeLFi3iwIH9bNy4sYffkY6J4lAQhD5H1zxuUKPVcjL9PP/+6hMamhoJ9vPnvrmLGBM3rNVf+okjElgyeyF7Thzhsx83cujMSQpKi/n9Q0/h7upGfkkxkSHiF7Rgei3F4fDhw1AoFHh5eTFo0CBmzZrNF1+sIygoyMoR9i3Xjt1sz9NPP0NNTS0rVrxEUVERMTExrF//VZuZ5Pfddz+ffPIJo0aNatWqeL3NmzdTUlLSqhWwRUhICBMnTuR///sf06dPJzIyksTERA4cOMCrr77W6tjx4yfw/vvv88c//pHXXnuVGTNm8vzzL/DKKy8b/+a7QCa1DMQResTV1ZXs7AJrh9Gh/Pw8QkPFLzfBvGwlz/JLiqmoqeLw2RT+tf5jJEli7NARPHX7vTh30GLQIre4kL9//iGFZaUM7BfJ7x96CmcnJ/oFBosZzDaivTybM2c6R44ctVJEljVr1kxeemkFe/fuNetyJvZOrVa3miVua55//jf8/PPPnDyZ0uEx48aNZfv23e0+FxkZ2mph8GuJ2cp2QisW+BUswBbyrKq2hoqaKk5eOM/Krz9FkiRunTKT/3fPg50WhgD9AoN5+eGn8ff24VLuFf791SdIkkRhWQlanfXfn2AbeSbYA9tqO/vHP/5BSkoKly5dYvXq/7J69WqWLVtmltcSxaGdOHUqxdohCHbA2nmm0WopLCshIy+bt79Yg1arZUHiNJbMXmjYCsvdxZWwgCBiIqKIixpAbGR/IoJD8fbwNHQ1+3p687tlT+Hm4sqJ9HNsPbgHjVZLaWWFNd+e0MzaeSbYh/r6zpe+sqTk5GQWLlzAqFEjWblyFa+//jq//vWzZnktMeZQEIQ+o7CshIqaat5Ztwa1Rs200WO5/+ZbkclkuDg5EewXgKuzS6tz5ICHqxserm74e/lQUFZCXUM9If4BPHn7vfz98w/5Yvtm4qIGIpfL8fX0xtFB3DoFQbCsL774wmKvJVoO7URUVLS1QxDsgDXzrKa+jorqKv7zzWeUVlYwoF8EDy+6G5lMho+HF1Eh/doUhtdzUiqJDA7Fx0O/U8WYuHhuHj8ZrVbLhxu/QqPRiMWxbYC938927vyZmTNnivGGZubk1PGOJ32dKA7thL3fTAXLsFaetYwJ3JK0h5QLqXi4uvHckodwdHAgyM+f0IBAQ7dyZ2QyGaEBgfh5+QCwZPZC/Ly8uZyfw/ajSVTUVKPWaMz5doROiPuZYAlKZedjlPsqURzaiT17+tZG9YJtslaelVVVkJWfy1c/bwXgqTvuw9/bhyBfP/ybi7yuCvbzx8vdA2cnJx5coF+GYv2OLVTX1VJeXWmq0IVuEPczwRJqamqsHYLViOJQEIReTaPVUlRexvvff4lao2Ha6LGMih2Cv7cP/t6+Pbp2qH8gzkonboobxrABsTQ0NbJp/89UVFeJmcuCIPRZoji0E56eXtYOQbAD1sizkooyth7cy4XsTHw8PLl/3mI8XN0I8vXv8bXlcjlhgUHI5XKWzFkAwLbD+ymprKDSjlsVrE3czwRLaNln3R6J4tBOTJky1dohCHbA0nnWpFKRWZDL183dyQ8vuhs/L2/CAk23q4Sz0olAH18GhEUwdshwVGo1m/btpKKmymSvIXSNuJ8JluDu7m7tEKxGFId2YseO7dYOQbADls6zkspyvty+hYamJkbHDuWmIcMICwhCITftX/x+Xj44KZXcOeNmAHYnH6G0soK6hnqTvo5gHHE/Eyyhurra2iFYjSgO7URTU6O1QxDsgCXzrEml4mT6efacOIJCoeD+ebcS4O2Li5OzyV9LJpMR4hdARHAoIwYNpkmtYvuRA5RXi9ZDaxD3M8FYDz/8S5RKRx5//LE2z7344osolY4sXnxru+eaY3fh0aNH4eLizIULF0x+bVMSxaEgCL1SUXkpH2/5DkmSuHn8FAaEhePv3b2ZycZwc3HFw9WNWybNAPRjD8uqKsTEFEGwceHh4Xz99det9hHWaDR88cXnREREWCyOY8eOUlpayv3338+aNWss9rrdIYpDOzF37jxrhyDYAUvlWaOqid3Jh0nPzsTTzZ07Z8wlNCDIsP2duQT4+DK0/yCiQvpRXVfLoTMnqaqtNetrCm2J+5nQFcOGDWPgwIF8883Xhse2bt2Ks7MzU6ZMaXWsTqfjjTfeoH//aMLCQhk1aiSbNm0yPD958iT+7/9eaHVOdXU1np4ebNiw4YZxrFmzhiVLlvDgg8v47LNP0TSvl7p9+3bc3FwpKytrdfzvf/97EhJGG75eu3YNAwb0x8vLk8WLF/P++++hVDp26XthLFEc2okzZ05bOwTBDlgqz4rKSvlqp34SyuKps+kXGIKzBRasdXFyxsvdgznjEgHYcfQglTX2Oy7JWsT9TOiqhx56iLVr1xq+Xrt2Lb/4xYNt/qBcufLfvP32P3jjjT9z8OAhbr11MXfffRcpKSkA3HvvvXz11VfodDrDOd9//x0uLi7Mnz+/w9evr6/nq6++YunSe0lMTMTV1ZUtW7YAMHPmTPz8/Pj2228Mx0uSxFdfrefee+8D4PDhQzz++OM88cSTHDt2nFtuWWjWHXLEBqF2Ij8/j9GjE6wdhtDHWSLPVGo1248mkV1UgK+nNzdPmEKAj/m6k6/n7+3DxOGj+fTHjVzMySItK4OwgCCclPa71Zal9cX72Zw5s9mzZw+gX0LFz8+PMWPG8Mwzv2bmzJnWDe4Gnlc+0uFzd777AOMf0c8sP/zhXr556tMOj/276kPD/78z7o/knczu9LiuWLJkKb/97W+5ePEiHh4ebN++jX/+85+89tqrrY575513eO655SxdupSqqipeffVVDhzYzzvvvM3HH3/C3Xffw/PPP8+ePXuYMUM/xGTdunXccccdKG9wD/j666/o1y+cUaNGAbB06b2sWbOGW2+9FYVCwd133826det47LHHATh4MIns7GyWLFkCwKpV/2H27Nm88IK+1TImJobjx4/z0Ucfdev70RnRcigIQq9SXF5qWLrmjulzCQ8MNvns5BtxcXLGz8uHKaNuAmDnsYNU14muZaFnUlJSePnlV8jOziE1NY11677Ex8eHefNuZt26ddYOr9fz8fHh1lsXs3btWj799FOmTp3aZrxhdXU1+fn5TJw4sdXjEycmkpqaCoCfnx+zZ89h3bovACgoKGDPnj2GFr6OrFmzhvvuu3rMfffdx/bt28jPzwf0LZIHDx7kypUrgL7gnDp1KmFhYQCkp6cxZsxNra45duzYrn4bjCZaDu3EmDHmSyJBaGHuPNNotfxwYDcFpSUE+fpz84QpeHt4mvU12+Pn5c2MMRPYdng/B0+foLSqnACfnu3GIhivr93PMjIyqKysZPLkyQQHBwMQFRXF5MmTqaqq5g9/+D1Lly61cpTtM7Ylb/wjUw2tiJ157sjLPQmpQ8uWLePhh3+Jm5s7r7zySofHtXQ1u7m5tXkM9IXcU089ycqVq1i//kvCw8NJTEzs8HppaWkcPHiQw4cP8/LLfzA8rtVq+fjjj3nppZcYPTqB2NjBfPnllyxfvpxvv/2Wv/zlL4ZjJUky+5jqa4mWQzvR0NBg7RAEO2DuPCupLOf7vfo17u6YPoewgECzvl5HPFzdiImIIiokjLrGBg6dSaFR1WSVWOxRX7ufnThxAplMxsiRI9s8N3fuHLKzsykvL7d8YH3MjBkzUCqVlJWVcuutbZev8fT0JDQ0lKSkJADDuMKDB5OIi4szHLdo0SIAtmzZwrp161iyZOkNC7e1a9cwduxYjh9P5tix44Z/f/jDy3z88VrDkjlLly5l3bp1bNu2jbq6Om677XbDNQYPjuP48WOtrnvsWOuvTUm0HNqJc+fOEB0dbe0whD7OnHmm0+n46eBeCkpLCPD2Ze64ybi5uJrltYzh7eHJ5JE3kVWQx76Tx1g4abpFJsUIxudZ/VsxFoimLdcXuraG3YkTJxgwYCBeXm23BWwZx+boaJ5ZqfZEJpORnHwCSZJwcmr/Z3X58uW89tprDBw4kJiYQWza9AMHDhzg8OEjhmOcnZ1ZvHgxb775Z06fPs3atR93+JpqtZrPPvuMF198kfj4+FbP+fn58cYbr7Nnzx6mT5/Ovffey6uvvsKrr77CwoW34Ol5tVfk6ad/xbRp0/jHP/7BokWLOHBgPxs3buzhd6RjouVQEIReoaKmmu/27ADglskzCLFSq2ELb3dPJo1MQC6Xk3LhPDlFBVaNR+i9Tp48YZiocL309AuEhobi4eHR5rmPP15r5sj6Hg8Pj1ZF1/WefvoZli//DStWvMTkyZPZuHED69d/1aZV97777uf06dOMGjWqVavi9TZv3kxJSUmrVsAWISEhTJw4kf/9738AREZGkpiYyOnTp7n33ntbHTt+/ATef/99/vOfVSQkjGbjxk08//wLODubftF/EC2HdmPAgIHWDkGwA+bMs13HD5FVkIuXuwe3TJphlp1QusJBoSAiKJRhA2I4dTGNA6eSGTYgFqVo4TE7Y/Osqy141pKSksILL/xfm8fVajXfffctt912W7vnbd++gwcfXGbm6Hq3jz76X5eel8vl/O53v+N3v/sdjY2NHRZf06dPR6VSd/r6t912G01Nqg6f37Vr9w2/vtayZQ+xbNlDhq+ff/43DBgwoNMYukO0HNqJlhlPgmBO5sqz2vp6vv75RwDmT5xKeFCIWV6nq3w8PJkQr2/xOXwmhep6MWvZEvrS/SwzM5Py8nJGjx7d6nFJkvjNb5ZTVVXF88+/0MHZgjmZa4Hp7vrHP/5BSkoKly5dYvXq/7J69WqWLVtmltcSxaGd2Ldvr7VDEOyAufLs8NmTpGZl4OrszB3T59rMmoJuLq5MGDYahULBucyL5BSKrmVL6Ev3sxMnTgD6LsbCwkIuXrzIN998w6xZM/n666/55ptv+1Qx3JvU1NjWH3vJycksXLiAUaNGsnLlKl5//XV+/etnzfJaNlkcvvvuu0RHR+Ps7ExCQgL79+83yTnGHFNQUMCDDz5IQEAAzs7ODBkyhL17+86NSBB6G5VazTe7tgEwY8wEIoJDrRxRa2GBgQwfGIskSew9eRSNVuy1LBivpTgcPnwY0dFRTJ48iX/9659MmTKVlJRTTJ482coRCrbiiy++IDc3j5qaWs6cOcOvf/2s2Za3sbnicP369Tz77LOsWLGCkydPMnHiRObNm0d2dvurpRt7jjHHVFZWkpiYiCRJbNmyhdTUVFauXElgoHUHvpuCjwV3kBDslzny7EJ2JofPnkQul3PH9LlWH2t4PW93T8YNHQHA8dQz1NbXWTmivq8v3c/eeOMNVCo1KpWahoZGCguL2L//AK+88gpBQUHWDs+uOThYbnF9WyOTWhbYsRHjxo1j+PDhfPDBB4bHBg0axJ133smbb77Z7XOMOWbFihXs3bvXsMZRV7i6upKdLbqUBMGUdDodr37wb77fu4Px8SP51/I/4Gqm2Xk9cSL9LMv++CIKuZyv/vxvBoVHWTskuzNnznSOHDlq7TDM7tNPP+Xzzz8D4Ny5cwwdOhSAN9/8S4czngX7NW7cWLZvb3+SS2RkKHV17f8xa1MthyqViuTkZObMmdPq8Tlz5nDw4MFun2PsdTds2MC4ceO45557CAwMZOTIkaxatQobq5+7Zdu2H60dgmAHTJ1nxRVl7Diq/2Pt9mlzbbIwBIgICmVgv0g0Wi2HzpzsE/cMW2bP97MHHniAn37axk8/bSMnJ9fw/6IwNL3q6mprh2A1NrWUTWlpKVqttk1TelBQEDt37uz2OcZe9/Lly7z77rs899xzvPjii6SkpPDMM88A8PTTT7d57dWrV7N69WpAv+TA5s2bAIiLG4KnpxdHjhxqfp1gEhLGsHXrZkC/mOncufNIStpPRUUFAFOmTCUvL4+MjEsADB06DBcXF44f1/8lHBoaxrBhww03RScnZ2bPnsO+fXuprq4CYNq0GWRlZZKVlQnAiBEjUSgUnDiRzPHjxwgODiE2djA7d+p3mHBzc2f69Bns3r2Luua9YWfNmkN6eho5Ofru9tGjE9BqtZw6lQJAVFQ0UVHR7NmzCwBPTy+mTJnKjh3baWpqBGDu3HmcOXOa/Pw8QL/VVUNDA+fOnQH0y1CEhYUZBpX7+PiQmDiZbdt+RK3WLw0wf/5CkpOPU1RUCMC4cROorq4iNfU8ADExsQQEBJKUpB836u8fwPjxE9i6dTM6nQ65XM78+Qs5fPgQpaUlACQmTqakpJgLF9Jt9nMCCA+P6LWfU3V1NRkZl0z2Oe08dYzahnqigkOpyS9k8+ZNNvk5abRaglw9uAj8uHcXbk1anByVNvs59fafp1OnUgzvreVzqq9voKqqCldXF0BGfX09oF9E2tnZ2fCLXi6X4+HhQU1NjWEHDE9PTxobG1Gp9EuOuLq6AhL19Q3Nr6tEqXSipqYGAIVCgbu7O9XV1YY/BDw9PWloaDDE5ebmhk6nM+zm4uTkhFLpaJjk4OCgwM2t9TW8vLyor69vdQ2tVktjoz4XnJ2dcXBwoLa25RoOuLm5UVWlz9mWa9TV1aHRaABwd3dHo9G0uoZCoTC0GDk6OuLq6mq4hkwmw9PTk7q6WjQa/fhZDw93VCo1TU36XYBcXFyQy+WtruHi4mL4Hrdco7a2Fq225RoeqFRNhmVdesPnVF9fh0Ih79Wfk1arNdQm1/883YhNdSvn5+c33+T2tRqE+9prr7Fu3TrS0tK6dY6x11UqlYwZM6ZVa+KKFSv4/vvvDZtud8TWu5U3b97EwoWLrB2G0MeZMs/qGxu486VnyCkq4LmlD/HLW+40yXXN5edjB/l/77yBl7sH37y5kmC/AGuH1Ge1l2f20q0sWE5VVVW7u9b0Jn2iW9nf3x+FQkFhYWGrx4uLizscmGvMOcZeNyQkhCFDhrQ6Ji4u7oaTYXqL+fMXWjsEwQ6YMs+STiWTU1SAl7sHCxKnm+y65jJ8YCz+Xj5U1dZw6mLbP2QF0xH3M8ESenth2BM2VRwqlUoSEhLYsWNHq8d37NjBxIkTu32OsddNTEwkPT291TEXLlwgMjKy2+/JViQnH7d2CIIdMFWe6XQ6vt2t71afddNEArxtf3aqh5s7owfrJwccPH0CrU4saWMu4n4mWEJLl7c9sqniEPSbXq9du5YPP/yQ1NRUnn32WfLz83niiScAWLVqFYMHD+7SOcYe89xzz3H48GHeeOMNLl26xNdff82///1vfvWrX1nmzZtRy1gjQTAnU+VZVn4uh8+lIJPJuGPGXORym7tVteGsdGLs0OEAnEg/T60d/2Ixt/byTCaTG8aACYIp9PZ8UqvVyGTdu3fa1IQUgHvuuYeysjJef/11CgoKiI+PZ+vWrYbWu9LS0jate52dY+wxN910Exs2bGDFihX86U9/IiIigj/96U889dRTlnnzgiAA8M3ubWi1WsYMjmdwpHn2DjWHCfEjcXJUklWQy5WCfIYPirV2SHYjKCiY1NRUhg8fbu1QBMEmpKamEhQU3K1zbWpCSm9m6xNSSkpKCAgQA+QF8zJFntU11rNw+WOUVlbwx8f+H7dNm22i6MyvrqGep//+GsdTz/LkHffy1B33WTukPqm9PNu9exf//e+7/PWvfyUuLg5HR9vaF1fofTQaDQ4ONteG1im1Wk1qaiq//e1vefzxp5g+fUa7x91oQkrve9dCt1RXV4niUDA7U+TZziMHKa2sINDHj9lj2x9rbKtcnV0YMXAwx1PPcupCKmqNGkcHUaSYWnt51vIL8A9/eJmiokIkSWeN0IQ+RK3W4OjY+8okmUxOUFDwDQvDzvS+dy10S2rqeQYMGGjtMIQ+rqd5JkkSG/fr1x69ecIU3F3dTBWaRchkMsYOHcFHP3zDucsXqa2vx8fTfmc8mktHeTZ9+oxu/zIUhOvZ8xJwtj/KWxAEu5GZn0ty2jkUcjm3T5vT+Qk2KC5qAD4eXlTV1XIu85K1wxEEQegyURzaiZgYMTBeML+e5tl3u7eh0+kYEzeM6NB+JorKstxd3RjafxAAR8+dtnI0fZO4nwmWYM95JopDOxEQEGjtEAQ70JM8a1Kp+Omwfvu2RZNn9orla9rj6ODA6Fj9YvqnL6Wi6uXLYdgicT8TLMGe86x33n2FLmvZM1UQzKknebbv5FGKykvx9fRmVi+biHK98cNGAnA+M4Pq5v2wBdMR9zPBEuw5z0RxKAiCTfh+r34HoznjEnF1drFyND0THRJOsF8ADU2NYis9QRB6HVEc2gl/f7GMjWB+3c2zwrISDp9t3hFl+lwTR2V5rs7ODBsQA8DR86esHE3fI+5ngiXYc56J4tBOjB8/wdohCHagu3m2ad/PqDUahg2IISYi2sRRWZ5cLidhcDwApy6modZorBxR3yLuZ4Il2HOeieLQTmzdutnaIQh2oDt5JkkSPx7aB8CCxGm9diLK9cbHj0Amk3EhO5OKmiprh9OniPuZYAn2nGd94y4sdEqnE7sFCObXnTw7m3GBS7lXcHFyYv7EaaYPykpCA4IIDwxGrdFwWow7NClxPxMswZ7zTBSHdqKvtMYItq07ebZxn35HlMThCXh7eJo6JKtxVjoRG9kfgJMXzls5mr5F3M8ES7DnPLPfd25n5s9faO0QBDvQ1TxTqdXsPHYQ0K9t2JfIZDJGDBoMwNmMi3bdCmFq4n4mWII955koDu3E4cOHrB2CYAe6mmf7Th6jrKqSAB9fJo1MMFNU1pMQNwyA9OxM6hrqrRxN3yHuZ4Il2HOeieLQTpSWllg7BMEOdDXPfjiwC4DZYxNxdHA0R0hW1T+0H76e3tQ11JOaddna4fQZ4n4mWII955koDgVBsIqq2mqSTicDcNvU2VaOxjxcnV2Ii2oed5h+zsrRCIIgGEcUh3YiMXGytUMQ7EBX8mzzgT00qVTERvZncNQAM0ZlXcMH6scdnr6UbuVI+g5xPxMswZ7zTBSHdqKkpNjaIQh2oCt5tvXgHgDmT5hqpmhsw+jYIQCkXbmMSq22cjR9g7ifCZZgz3kmikM7ceGCaLUQzM/YPMvKz+VMxgUcHRy4dWrfmqV8vaEDBuHi5ERxRRlXCvKsHU6fIO5ngiXYc56J4lAQBIvbsHcnkiQxbugI/Lx8rB2OWbm7uBm2BExOO2vlaARBEDonikM7ERc3xNohCHbAmDyTJImfDuu3y7tl8gxzh2R1MpmM+AExAKRcTLVyNH2DuJ8JlmDPeSaKQzvh6ell7RAEO2BMnh07f4a8kiK83DyYOWaiBaKyvpbFsNOvZIrFsE1A3M8ES7DnPBPFoZ04csR+F/MULMeYPGvZLm/GmPE4KZXmDskmjBw0BJlMRlZBLtV1ddYOp9cT9zPBEuw5z0RxKAiCxajUKnYnHwZgcR9d27A9AT6+hPoHotFqOXv5grXDEQRBuCFRHNqJoKBga4cg2IHO8mzH0SRq6uuICA5lVKz9jOdxUCgMk1JOX0qzcjS9n7ifCZZgz3kmikM7kZAwxtohCHagszzbkrQHgLnjJyOTySwQke0Y2n8QAOczL1k5kt5P3M8ES7DnPBPFoZ3YunWztUMQ7MCN8qy2vo4j504BcOuUWZYKyWaMGBgL6CelaHVaK0fTu4n7mWAJ9pxnojgUBMEifjy0D5VaTVzUACKDQ60djsXFD4jB0cGBwrISispKrR2OIAhCh0RxaCccHR2tHYJgB26UZz8e2gvou5TtkburG9Gh/QCx3mFPifuZYAn2nGeiOLQTc+fOs3YIgh3oKM9KKys4kXYOuVzOLZP6/sLXHRkcNQCAMxlixnJPiPuZYAn2nGeiOLQTSUn7rR2CYAc6yrPNSbvR6nSMHDSYQF8/C0dlO+KbJ6WkZmZYOZLeTdzPBEuw5zwTxaGdqKiosHYIgh3oKM+2H9bfZG+eMMWS4dickTH65Xsu5mSh1misHE3vJe5ngiXYc56J4lAQBLPKKy7i7OWLODo4MH/iNGuHY1UDwiLwcHWjuq6WrPxca4cjCILQLlEc2okpU6ZaOwTBDrSXZz8c2IUkSdw0ZDhe7h5WiMp2KB0d6R8WDsCZjHQrR9N7ifuZYAn2nGeiOLQTeXl51g5BsAPt5dn2I/ou5QV23mrYIjayPyAWw+4JcT8TLMGe80wUh3YiI0P8IhLM7/o8y8jL5mLOFZyVTswZP8lKUdmWIc0zli9kZ1k3kF5M3M8ES7DnPBPFoSAIZrNp304AEkck4Kx0snI0tmHYAP1OKRl52Wi0YlKKIAi2RxSHdmLo0GHWDkGwA9fmmSRJ7Dh6EIBbJk23Vkg2p3+/cNxcXKmuqyWnsMDa4fRK4n4mWII955koDu2Ei4uLtUMQ7MC1eXbu8kVyigrwcHVjyqixVozKtjgoHBjQPCnllJiU0i3ifiZYgj3nmSgO7cTx40etHYJgB67Ns037fwZg2uhxODo4WCskmxQTEQ1AmlgMu1vE/UywBHvOM1EcCoJgcpIk8fOxQwAsmmK/2+V1JC56IADpVy5bORJBEIS2bLI4fPfdd4mOjsbZ2ZmEhAT27+98CxtjzunsmFdffRWZTNbqX3BwsMnelzWFhoZZOwTBDrTk2bHUMxRXlOHn5c3YISOsHJXtGT4gBtBPSpEkycrR9D7ifiZYgj3nmc0Vh+vXr+fZZ59lxYoVnDx5kokTJzJv3jyys7N7dI6x142NjaWgoMDw78yZM2Z7r5Y0bNhwa4cg2IGWPPth/y4AZt40Ebnc5m4zVjegXwQuTs5U1FSTW1xo7XB6HXE/EyzBnvPM5u7ab7/9NsuWLePRRx8lLi6OlStXEhISwnvvvdejc4y9roODA8HBwYZ/AQEBZnuvlrRt24/WDkGwA9u2/YhGq2VP8mEAFk2eaeWIbJOjg6NhUsqZS2JSSleJ+5lgCfacZzZVHKpUKpKTk5kzZ06rx+fMmcPBgwe7fU5Xrnv58mXCwsKIjo5myZIlXL4sxgQJQlcknTpOZW0Nof6BDB8Ya+1wbFbLpJTzWfa70K4gCLbJpqYQlpaWotVqCQoKavV4UFAQO3fu7PY5xl533LhxrF27lsGDB1NcXMzrr7/OxIkTOXfuHH5+fm1ee/Xq1axevRoAtVrN5s2bAIiLG4KnpxdHjhxqfp1gEhLGsHXrZgAcHR2ZO3ceSUn7qaioAPR7OObl5RlWZB86dBguLi6G2VKhoWEMGzbc8JeMk5Mzs2fPYd++vVRXVwEwbdoMsrIyycrKBGDEiJEoFApOnEjm1KlThIdHEBs7mJ07twPg5ubO9Okz2L17F3V1tQDMmjWH9PQ0cnL03e2jRyeg1Wo5dSoFgKioaKKiotmzR99t6OnpxZQpU9mxYztNTY0AzJ07jzNnTpOfr996aMyYsTQ0NHDunL6LfsCAgYSFhbFv314AfHx8SEyczLZtP6JWqwGYP38hycnHKSoqbP5sJlBdXUVq6nkAYmJiCQgIJClJP27U3z+A8eMnsHXrZnQ6HXK5nPnzF3L48CFKS0sASEycTElJMRcupNvs5wT06s+psbGJzT/+oD/fP5iLFy+Iz6mDz0lVXQNAamaG4d4hfp6M+5wuXrxo+J715Z+n3v459fb73qlTp/r053QjMsmGRkPn5+c3fyj7mDx5suHx1157jXXr1pGWltatc7pzXYDa2lr69+/Piy++yPLly28Yu6urK9nZYkFbwb6p1GomP76U+sYGvv/ruwwMj7R2SDbrZPp5fvHaCwT7BbBj5VprhyMIgp2JjAylrq6u3edsqlvZ398fhUJBYWHrAdrFxcVtWv26ck53rgvg7u7O0KFDuXjxYnfejk1p+WtVEMxp1ScfUt/YQP/QcFEYdmJwVH8UCgVF5aVU1VZbO5xeRdzPBEuw5zyzqeJQqVSSkJDAjh07Wj2+Y8cOJk6c2O1zunNdgMbGRtLS0ggJCenO27EpLU37gmBOh1JPAzB3wuROjhRcnJzpFxCMJEmcuyzGHXaFuJ8JlmDPeWZTxSHA8uXLWbt2LR9++CGpqak8++yz5Ofn88QTTwCwatUqBg8e3KVzjD3m+eefZ+/evWRmZnLkyBHuvPNO6urqePDBBy3z5gWhF6tvbOBSoX4cz62TZ1k5mt5hQL8IANKyxMQ3QRBsh01NSAG45557KCsr4/XXX6egoID4+Hi2bt1KZKS+i6q0tJT09PQunWPsMbm5uSxdupTS0lICAgIYP348hw8fbnVMbzVtmtilQjCvnw7tQ6PTMiR6IGGBHQ/XEK6KCY9i1/FDXMjJtHYovYq4nwmWYM95ZlMTUnozW5+QcvbsGeLjh1k7DKEPe+SNFRw5d4rf3PtLli28w9rh9Ao/HzvI/3vnDWIj+/PNmyutHU6vIe5ngiX09TzrNRNSBPNpWT5AEMyhsqaa5LSzyICFk+33r+3OFNbVsf2an8VhA2IoGT2JvWEDGfvZJzyy7Uc+OnOasoYGK0Zp+8T9TLAEe84zm+tWFgSh99mStAeNVkuUfzD+Xj7WDsfmHMrP453k4+zNzcFJoeD8sodxVyoJ9PVHrlCglcvJrK4is7qKjRmX+EPSfm6O7s+LN40jxtfX2uELgmBnRHFoJ0aMGGntEIQ+7MdD+iUfFkyebuVIbMuF8nL+ePgg25pbIBzlcqaHR1DR1Ii7UgnArOpSTlxM5fH7H8cnIprNlzPYnZPNDxmXmNYvXBSH7RD3M8ES7DnPRHFoJxQKhbVDEPqoovJSTl9Kx0HhwIzR46wdjk2QJIkPz5zm1YMHUOl0uDo48vSoUTwybAQ+zs6tjh0UHsnJ9HM0lOTzzM0LuX/IUApqa/nk/FnujRtiOK6qqQkvJydLvxWbJO5ngiXYc56JMYd2omWLIkEwtR/270KSJMbFj+BCaqq1w7EJWkliw6WLqHQ67h08hGP3/4IXbhrXpjAEGBzZH4CLOVcMj4W4u/PbseNxkOtv0bk1NYz9/BP+d/a0Zd6AjRP3M8ES7DnPRMuhIAg98tPhfQAsTJwOlTVWjsY2OMjlvD97DqeKi1k4YOANj42LHgDA5bycDo/ZnZNNeWMjv923l+zqal6ekIhcJjNpzIIgCC1Ey6GdCA+PsHYIQh+UXZhP+pVMnJ2cmHnTBLvOs7OlJfx23x50zauDhXt4dloYAsRG9MdBoaC4ooyKmva30XtgyFD+PWMWDnI5/0k5yUv792LPq5DZc54JlmPPeSaKQzsRGzu484MEoYs27tsJwKQRCbg4Odttnh0rLGDRhu/439kzXe76dXRwICIoFIDzlzvex33p4Dg+m78QpVzO/86e4eWDB+y2QLTXPBMsy57zTBSHdmLnzu3WDkHog7Yd3g/ALZP0axvaY56dKy1l6ZYfqFGpWDRgIA8Mie/yNVq20Uu9knHD42ZGRLJ23gIc5XLeP5XCe6dOdivm3s4e80ywPHvOM1EcCoLQLelXLnOlMB8PVzcmjxxj7XCsIrOqirs3b6SqqYkF0f357+y5OHVjhmNMRBQAF7KzOj12dmQU782ag1wmQ2efDYeCIJiZmJBiJ9zc3K0dgtDHtHQpT0sYh6ODI2BfeVZUX8ddP2yguL6eyWH9eH/2XMPs4q6Ki9KPTczIvdLJkXq3DhxEvL8/A7ztc8Fxe8ozwXrsOc9Ey6GdmD5dbGkmmI4kSew4kgTAoskzDY/bU5796dBBrlRXMzIgkE/mLcDZoft/aw+J1heHVwrz0el0Rp1zbWFYWFdLnVrd7dfvbewpzwTrsec8E8Whndi9e5e1QxD6kJSL5yksL8XP05ubhlzdmN6e8uzPk6ZwX9wQPl9wi2G3k+4K8PHF28OTJpWKK4X5XTr3YH4e07/6kv/bt8duJqjYU54J1mPPeSaKQztRV1dr7RCEPmTTPv1Nc9bYiSjkV8fY2VOeeTo58c/pMwl0dTXJ9aKCwwBIzbrxpJTr+Tg5U6dW81V6GuvS7GMRcnvKM8F67DnPRHEoCEKXaHVafj52CGjdpWwPThQV8n9799Ck1Zr82v3DwgG4mJPVpfPi/Pz465RpAKw4sI+cDtZKFARBMJYoDu3ErFlzrB2C0EccOXuKipoqQvwDGDYwttVzfTnPalUqHt+xnTXnzvDRmVMmv/7AfpGA8ZNSrrUkdjAL+g+gTq3mud27+nz3cl/OM8F22HOeieLQTqSnp1k7BKGP2LT/ZwDmjJuM7Lot3Ppynr10YB9Z1VUM9fPn4WEjTH79mOY9ljPz87p8rkwm429TpuHr7Mze3Bw+OX/O1OHZlL6cZ4LtsOc8E8WhncjJybZ2CEIfoFKr2XPiKACLp8xq83xfzbMNly7yZVoqzgpFt9cy7Excc3GYV1KIWqPp8vmBrq78ZfJUAF49eIDyxgaTxmdL+mqeCbbFnvNMrHMoCILR9qUco66hnujQcAaGR1o7HIvIranh+b27AXgtcRKxvr5meR1Pd3cCfHwpqSgnIy+bwc3FYlcsHjiI0yUlzIqMxNfZxQxRCoJgD0TLoZ0YPTrB2iEIfcAP+/WzlOdNmNzu830tzyRJ4rndP1PV1MScyCgeGjqs85N6oGXGcnrW5W6dL5PJeGViIolh/UwZls3pa3km2CZ7zjNRHNoJrRlmVwr2pb6xkaRTyQAsaqdLGfpentVrNLg6OuLj5Mw702e2GWNpav2b91ju6ozljhwrLKChG13Utq6v5Zlgm+w5z0RxaCdOnUqxdghCL/fzsSSa1CqGRA8kLCCo3WP6Wp65OTqy9ub57L57icnWM7yRQS0zlvNyenytvx87yvzvvmHlieQeX8vW9LU8E2yTPeeZKA4FQTDK5gP6cXfzJk61ciSWoWteDkYmkxHm4WGR14yNjAYgqyC3x9eaGKbvov73yWQyq6p6fD1BEOyHKA7tRFRUtLVDEHqxqtoajp4/jVwmY+Gk6R0e11fybOvlDOZ+8xXnSkst+rqxkf2RyWTklxbTpFL16FoTQ8O4OyaWJq2Wl5P2myhC29BX8kywbfacZ6I4tBP2nORCz/10aD8arZaRsUPw9/Lp8Li+kGe1KhW/3b+XlJJikrqx5mBPuDg5E+IXgE6nM8m4wz9MSMTVwZGfsjJJyut5a6St6At5Jtg+e84zURzaiT177HcDcaHnNh/Q58+CidNueFxfyLN/HD9GYV0dowODeDjevLOT2xMVqp9pnHalezOWrxXs5savR48G4OWDBwxd5b1dX8gzwfbZc56J4lAQhBsqLCvl1KU0HB0c+vx4w4sV5bx/OgUZ8NcpU1HILX+L7B/avT2WO/LkiFGEuLlxuqSEr+14xwdBEIwnFsG2E56eXtYOQeilNu3fiSRJTBw+Gg9Xtxse25vzTJIkXtq/D41Oxy+GDGVkYPszss1tUEQUAJdNMGMZwNXRkZcnJHI4P5/pEX1j4fLenGdC72HPeSaKQzsxZUrfbvERzGdr0l4AFk2e2emxvTnPNl/OYG9uDt5OTqwYN8FqccRFDgAgq8B04x3vjInlzphYk13P2npzngm9hz3nmdHFYURERJcvLpPJ2LJlC/Hx8V0+VzCtHTu2M3v2HGuHIfQyF3OyyMjLxs3FlWmjx3V6fG/OsxqVCndHR1aMm4Cfi/W2nhsYHoFCLqeovJS6hgbcTByLWqulUavFQ6k06XUtqTfnmdB72HOeGV0c5ubmMn/+fAICAow6XqfT8dlnn6Hq4XIMgmk0NTVaOwShF9qwdycAMxLGo3R07PT43pxn98YNYWZkJP5W3pPY0cGRsIAgsosKuJiTxciYONCqkF3ciqw6B93IX4Lyxt37HTleWMgzu3YwITSMt6fNMHHkltOb80zoPew5z7rUrfzyyy8zduxYo47VaDR8+umn3QpKEATr0+l0/HRoHwCLp7W/XV5fE9TJmEpLiQgJI7uogAvZmYyMiUOx87fIr+wBQJZ7EO0t/wPHrhex3k5OZFZVcbmqiseGj2Cwr5+JIxcEoS8weiren/70J8LDw42+sIODA3/6058Ia16lX7CuuXPnWTsEoZc5kX6O4ooyArx9GTPYuCVdemOevXrwAKtPn0JlQ/uo9m9eziYjNxtZ9n5DYQggL01Dnv59t6470MeHXwyJRydJ/PHQQVOEahW9Mc+E3see88zo4vB3v/sdISEhXbr47373O4KCrDPjT2jtzJnT1g5B6GVaupTnjp+M3MglXXpbnp0tLeHdlJO8cvAAubU11g7HYEDzHsuZBbnIT34IgHb8c2hm/wMA+ZkvQNe9Yvb5m8bi5ujIjitZHOilC2P3tjwTeid7zjOxzqGdyLfwTg9C76bWqPn5+CEAFk+dbfR5vSnPJEni1YNJSMAv44fR38vb2iEZxIbrd2ZoKM1EXnQaSeGELu4upMipSO6hyGrykBWe7Na1A11deWaUfmHsVw8m9cqFsXtTngm9lz3nmVmKww8//JDq6moAGhsbUavV5ngZQRDMZN/JY9TW19E/NJzYyL65hdTP2VfYm5uDl5MTz48xbiy1pQwMj0QmkzHKQf/LSYqcoh9jKFegi9ZPJJHldr9b+IkRowhydeNUSTHfX7zQs2Dry5Bd2Aw1+T27jiAINsMsxeHf//53PD09qaurY+DAgYSGhrJnzx5zvJRgpDE29stPsG0b9/0MwPzErq3z1VvyTKPT8erBJAB+k3ATPs7OVo6oNSelkiBff2b4NQCg63+19VYKnwiAPKf7xaGboyMvjh1HkKsbDj3ZBUaSUGx7Foc9f8Bh82Ogs0xDQG/JM6F3s+c8M0tx6O7uDsAPP/zAwoULSU5O5ve//705XkowUkNDg7VDEHqJmvo6Dpw6jkwm49YpXZul3Fvy7Kv0NNIryon09OSXw4ZbO5x2DQwOYoSnCgkZUtjVNSal4FFICiWysnRoKO/29ZcOjuPIfQ9w68BB3b6GrCAZeck5/f/X5CHLtMxetL0lz4TezZ7zzCzFoZOTEwUFBaxfv5677rqLiIgI6uvrzfFSgpHOnTtj7RCEXmL7kQOoNRqGDYgl2M+4dU1b9JY823w5A4AXx47HSaGwcjTtSwxWopRDidwXnDyvPuHgjBSoL2hlxWe7fX2FXI6bEWtX3sj1Xdvy3MM9up6xekueCb2bPeeZWYrD119/nYSEBHJycpg+fTqSJFFXV2eOlxIEwcR+2K/vUl40ufcuktyZT+ctYO3N87mtB61m5jbKQ99qca7Bs81zUsAQAGQl53v8OjUqFW8eOcybR7pe2MnyjwOgHfNU89fHehyPIAjWZ5bicPLkyeTn53P8+HHkcjkXLlxg+vTpRp//7rvvEh0djbOzMwkJCezfv98k53Tlun/+85+RyWQ8/fTTRsdtywYMGGjtEIReoLiijBPp53FQODBvYtf3Fe0teaaQy1nQfwCKnoy3M7MoWTEAB8vaxmgoDkt7XhxmVlXxTvIxVp1M5kp1lfEn6rTIyvSTWXRD7kSSOyKryQOV+RsCekueCb2bPeeZWe6MsbGxvPPOO4bWwtjYWN5//32jzl2/fj3PPvssK1as4OTJk0ycOJF58+aRnZ3do3O6ct3Dhw/zwQcfMHy4bY5F6g6xGLlgjM0HdiFJEhOGjcTTzb3L59t6nv2cfYW8GttZz7BDkoRnvf7etCevAe11axpebTk8Bz1cimZ4QAB3xcSi0ul44/Ah40+szkWmbUJyCwZnH/DRz2qXVWT0KB5j2HqeCX2DPeeZWYrDpKQkysrKGDlyJH/4wx8oKSkx+ty3336bZcuW8eijjxIXF8fKlSsJCQnhvffe69E5xl63qqqK++67j48++ggfH5+uv3kbtW/fXmuHIPQCmw/sBmBRFyeitLDlPKtqauKJHdsY+/knZFRWWjucG6srQt5URZVGQU6dRFbBdeutefRDUnogayiHeuPvrx15cZx+7OX3ly5ysqjIqHNk5RcBkHz1rSuST3MXfcWlHsfTGVvOM6HvsOc867Q4zMzMZObMmfTv35/ly5fT2Hh1I+qO9lkODg7m9ddf5/Tp04SEhDBr1iyjumdVKhXJycnMmTOn1eNz5szh4MH2l20w5pyuXPexxx7jzjvvZMaMvjveShDaczkvm4s5V3BzdmH66HGdn9DLvJtyksqmJm4KDqG/l5e1w7khWVk6ADlaT0DGhStZ1x0gQ/IZoP/fyswev164hyePDR8BwCuHDiAZ0Ropq9THJPn01//XW7+ri6wqp8fxCIJgXQ6dHfDUU09x++23M378eFauXMnMmTP56aef8PDw6HBx69tvv52KigoqKiqor69Hq9Wya1fnSxyUlpai1WrbbLkXFBTEzp07u32Osdf94IMPuHTpEp9++mmnsQKsXr2a1atXA6BWq9m8eRMAcXFD8PT04siRQ82vE0xCwhi2bt0MgKOjI3PnziMpaT8VFRUATJkylby8PDIy9H91Dx06DBcXF44fPwpAaGgYw4YNZ9u2HwFwcnJm9uw57Nu3l+rmcULTps0gKyuTrCz9L4sRI0aiUCg4cSKZtLRUwsMjiI0dzM6d2wFwc3Nn+vQZ7N69i7q6WgBmzZpDenoaOTn6Lq3RoxPQarWcOpUCQFRUNFFR0ezZo/88PT29mDJlKjt2bKepSf+Hw9y58zhz5rRhdfkxY8bS0NBgmPk1YMBAwsLCDH+V+fj4kJg4mW3bfjTk1Pz5C0lOPk5RUSEA48ZNoLq6itRU/RirmJhYAgICSUrSjxv19w9g/PgJbN26GZ1Oh1wuZ/78hRw+fIjSUn3LSmLiZEpKirlwId1mPyfAap9TSuEVAAYF9WPH9p+69TnJZDIyMi7Z3OcUMjCG91JOADBVq+HkyRM2/TldPrKFGOBKkzugZf+xQ2jLK4GrP0/KGjlRQFHaIZw9Bvf45+nB/gNZcyqFQ/n5/HvbTzx787wbfk43Ky/jApy+Uk5W6SbG+TgQChSkH+NYySaz/jxlZ2cb7re2+vMk7nu28/PU3c8pLS21T39ONyKTOvkTcfTo0Zw4ccLw9Ztvvsn333/Pjh07mD59eqvnWkydOhW5XM5f/vIXxo0zvgUiPz+/+UPZx+TJkw2Pv/baa6xbt460tLRunWPMMenp6UyaNIn9+/czePBgAKZNm0Z8fDyrVq3qNHZXV1eyswuMfq+CYEskSWLOM8soLC/lgxVvMD5+pLVDMqk/JO3n/VMpzI6M4osFt1g7nE4pti9HnrWbPT6LeeL7o8wem8jb/29Fq2Pkpz9FcfhttEPuQjdpRQdX6pr/nkrh90n7eXBIPH+fduNJhIofHkVecBzN/PeQ+o1HVnQKh43L0PnHob39C5PEIwiC+URGhna4kkyn3cpNTU2tvn7ppZe4++67mTlzJjUdDOzeu3cvb775Jn/+85+ZP3++UbONAfz9/VEoFBQWFrZ6vLi4uE2rX1fOMeaYQ4cOUVpaSnx8PA4ODjg4OLB3717effddHBwc2nwfehtj/lIQ7FfKhVQKy0vx9/Jh7JDuT8SyxTzLq6lhzVl9q8BL48ZbORrjyMr04/k8IhIA2o455Gp3rqyi593KLR6KH8bXt9zKW1OndR5jTa4+Dk/9oH3Jo1/z4+bfj9YW80zoe+w5zzotDmNiYtixY0erx55//nnuvfdeMjI6npWWkJDAmjVrePLJJ3n66adJTEzsNBilUklCQkKb19uxYwcTJ07s9jnGHLN48WLOnDlDSkqK4d+YMWNYsmQJKSkpKJXKTuO3ZWJ/a+FGNuzV/2zcPGEK8h4s72KLefaP5GM0abUsHjiIYf5dW9TbKjSNUJOHJFPQL0bf85JbXNhmHKDk3Tw7uPKyyV5aqVAwLTwCmUx24wN1aqgtQpLJwT1Y/5iLr37nlqZqUJt3ZwlbzDOh77HnPOt0zOGXX37Z7uPLly/nnnvuafc5Z2dnnJ2d8fHxwcfHB39/f6Nn/i5fvpwHHniAsWPHkpiYyPvvv09+fj5PPPEEAKtWrWLVqlWtupg7O8eYY7y9vfH29m4Vi5ubG76+vsTHxxsVuyD0RmqNmp3H9BOzFk/t3ixlW/ZQ/DBK6uv57U29ZJJN1RVkSEie4fj6BODp5k51XS35pcWEBVzTg+IejKRw0s9YVtWA0sOkYZwvK2XL5QxeaO/7Vl+mj9HFD+TNu6zIZODiB7UF+hnUXhEmjUcQBMvptDh0cnLq8LmO1gCqq6tD0c0tqe655x7Kysp4/fXXKSgoID4+nq1btxIZqZ8JV1paSnp6epfOMfaYvmz+/IXWDkGwUftTkqmuqyUqJIyYiOgeXcsW82yYfwCf2mBcHWnpJpa8owCICA7lbMYF0q9cbl0cyuTg2Q8qMqA6D/wHmyyGWrWKRRu+o6qpiVGBQcyKjGodY/PyOZJr65ZYydUfWW0BsvpSJDMWh7aYZ0LfY895ZpZ1DrtbGLZ46qmnyMrKoqmpieTkZKZMmWJ47tVXX213mYUbndOVY661Z88eoyaj9AbJycetHYJgo77fo58duDBxeufdiZ2wpTxTa7WdH2SDWpamkZoXlY4K0f8RfinnSptjJc/mcX7VuSaNwd1RyfKEMQC8tH8vDRpN6wPqmtdWvK44NHxdX2rSeK5nS3km9F32nGedthy2R6vV8tZbb5GUlIS7uzvx8fGMGjWK0aNHExwcbOoYBRNomXIvCNeqqq3hwKlkZDIZt06d3ePr2VKerTiwj4zKSl6fNJkhfv7WDsdohuKweUzhgDB9C9zl/LbrBxomgVTn0rN9Utp6dNgIvkxLI7W8jL8ePcyrEyddjbGl5dDt+pbDgObnS00ez7VsKc+Evsue86xbLYcvvvgib7zxBgqFgvXr1/Pyyy9zyy23EBYWRkhICAsWLDB1nIIgmMGWpD1otBoSBscT3IsKqM4U1NbyRep5DuTl4iCz3f2T22OYfeytn408MFw/9KW9Gcs0txxi4pZDAEeFgnemz0Auk/FuykmOFORffbKlZbBNy2FzDplg1xZBEKynW3fN9evX8/rrr/Ptt98C+u7X9evXM2jQIFxdXdH20u6cvmzcuAnWDkGwQd83z1K+bVrPWw3BdvJs5ckTqHQ6Fg0YSIyvr7XDMZ6kg2r9Ar8tO47ERuiLxOzC/LaHNy8j07KsjKklBAXzzKjRSMAzu3ZS1zx7U1bXwZhDt5aWQ/MWh7aSZ0LfZs951q3isKSkhNGjRxvGJzk7O3PnnXeSnJyMm5sbzz33nEmDFHquZZV6QWhxOS+HtKwMXJycmT2286WmjGELeVZUX8en588CsHzMTVaOpovqipFpVUguvqB0ByDYzx8XJ2dq6usoraxodbjkGQ6YfszhtV64aRxDfP0oqqvnTPNuDoaWQbeOWg7NO+bQFvJM6PvsOc+6VRz6+flRV1eHXC7Hz8+P0lL9jcDNzY0XXniB1157zaRBCj3Xsq2PILT4bvc2AGbdNBEXJ2eTXNMW8uzdkydp1GqZH92/V401hKtFXstEE9BvSRgRFAJAevZ1axq66x+ntlDf6mgGTgoFq+fczL4lSxkfEqqP6Qazla993lxsIc+Evs+e86xbxeGoUaMMy8kMGjSIpKQkw3MhISGcOnXKNNEJgmAWWp2WLQf3AHD79DnWDcaEShsaWNu8R+ryhF7WagiGLmWaWwRbRHY0Y9nBCcnZG5mkhYYys4UV6+tLpKeX4WtdrXVnKwuCYF7dKg6fffZZNM1LGzz22GOsXLmS9evXc/LkSd58801CQ0NNGqTQczExsdYOQbAhh8+kUFpZQYh/AAmDTbfIu7Xz7GRxEQCzIiIZERho1Vi6Q1aln5EsXVcc9g/Vf52R13bGMm76FSJktcXmDQ79Htz/O32SufWTqEMJLtdtbuDsjSRT6HdJ0Zhvy1Fr55lgH+w5z7q1lM2sWbOYNUu/k8IDDzzA1q1bWbp0KTKZDEdHR774Qmy6bmsCAnrfL0rBfL5rXttw0eSZPV7b8FrWzrPZkVEkP7CMWpXKqnF0l6Fb+boFpAeFRwGQ2d5yNm6ByMrSoK4IGGrW+Oo1Gt4/dZJMAnmCmXyIrHULg0yuLxjrS6GpChzMkw/WzjPBPthznvV4jQeFQsFXX33FyZMn2bBhA5cuXeL22283RWyCCSUl7bd2CIKNqK2vZ++JowDcNs20Xcq2kGf+Li5EeXl1fqANklU3F3/XjDkEiGneoSSnqKDNOVLz3sayOvOvyebm6MhnE4bgSRM/aEJ47WBS24OcvPX/baxo+5yJ2EKeCX2fPeeZyRYAGzFiBImJiXz22Wc8//zzfPnll2JJG0GwQT8d3kuTWsXIQXGtt2PrxaqbmliXltprd0UBQJKguv1u5fCgEJQOjpRVVVJTV9f6PLfm1g0LdCsDxCrVfCrfhQMS7546yfunUlo9Lzl7AyBrrLRIPIIgmJ5JV4e97bbbSE5OxtPTk08++YSEhAQKC+13hXFb4u8f0PlBgl34fo9+bcPFJlrb8FrWyrMPz5zm17t28vSunVZ5fZNoqkSmrkdydAen1i2fCrmCsEB9IX8hJ6vVc5Kb/nFZXZFFwqShgqnyAv4ZUg3AH5L289GZ01efd26OvdF8y4CI+5lgCfacZ90ac9iR0tJS9u7da/j622+/5YknnmDDhg2mfBmhG8aPt9/FPIWrcooKOH0pHSelkpvHTzb59a2RZ7VqFf89nQLAfXFDLP76JlPT3GXsEQLtjAONDA4jMz+XizlZJAy+Zmxhc7cyFioOW1oElwY7UztwKi/u38s7yce5O3YwHkplq5ZDk22hJ0mtvififiZYgj3nmUlbDv38/KitrTV8fccdd3D58uUbnCFYytatm60dgmADvt2lX9tw+uhxuLm4mvz61siztWfPUt7YyE1BwUwO69f5CTZKVqsvDqWWtQuv0z9M39V8qU3LYWDz+RZqOWwZS+jsw8PDhvP2tBlsuPU2PJRK/eMtYw6bKk3zeloV5B4B3dV1HMX9TLAEe84zkxaHzs7OzJ8/n5MnTwJw6dIlgoL6xpim3k6nM88CuULvodVp2bT/ZwDunjXfLK9h6TyrV6t5N+UEoN8NxZQzry1NVqsfgtNRcTggTD+Duc0eyy1jDuuLzbYQ9rVkzcWh5KxfxuaBIUMZ6HN1SZtNta40SXIw0ZhDxb4/4fjjk8iPvGN4TNzPBEuw5zwzaXE4adIkvL29WbBgAS4uLsTGxhIfH8/OnTuprKw05UsJXSSXm/SjFnqhpFMnKKksJ9Q/kDFxw8zyGpbOs0/Pn6OkoYGRAYHMjIi06Gub3LXdyu2IiYgG4Mr1eyw7OOsXwtZpoKHcnBHqNbS0HHq3eeqz8+d4KK2O+doF5NbUmOC1ypFf1LfeKM58Bk36a4r7mWAJ9pxnJn3nL7/8Mps2bSI/P59Lly7x7bff4ubmxltvvUVMTIwpX0roovnzF1o7BMHKvv75RwBumzbbbC1slsyzRo2GlSf1rYa/6eWthnBtt3Jwu88P6BeOXC6nqLyURtV1C0xbclJKS3fx9QtgA8MDAunn4kgyAUzN9GN7VmaPXkpWkNz662L9xBdxPxMswZ7zzGxlcVhYGIsXL+b1119n27ZtFBdbZpkFoX2HDx+ydgiCFZVVVbI/5Thymczkaxtey5J5ppDJ+O3YccyP7s/cqGiLva65tBSHdNCt7OjgSIhfAJIkkZGb3eq5lhnLWGDcYcuEFKmdlsPhAQHsnj2OubJsKnUK7tu6mf/bu4dadfcWJZeVtN7bVlZ8FhD3M8Ey7DnPujVbubS0lKNHj3LlyhV0Oh3R0dEkJibi1UsXnrUHpaUl1g5BsKKN+3ai1WmZOHw0Qb7+ZnsdS+aZo0LBA0OG8sAQ8+4KYjE1+u5iqYNuZYDI4FDySoq4mJ3F0P6DDI9L7ldbDk02Q7gjDVcnpLTH29OfdfKd/FuZyBtNcaw5d4bdOdmsW3BLq7GJxpBVZACgi5iMPHs/ssosQNzPBMuw5zzrVnEYGBiITCZDkvS3IZlMhoODA4sWLeLPf/4zgwYN6uQKgiBYiiRJfLdbP0v57pnzrByNaegkCXkv70ZuRd2ArKkKSe4ILn4dHhYV2o+DZ05yKa91y2FLtzJ1Zu6h0amRqWqQZHJQerR/jLM3chk8y0mm3vkKT/+8g3qNhhB39y6/XEsxqIua3lwc9qybWhAE43SrOHzllVcYMmQIERER1NbWUlhYyK5du/j666/Zvn07e/fuZeTIkSYOVeiJxETTr2kn9A6nLqZxpTAfHw9Ppowaa9bXskSeaXQ6Zn29nhkRETw/Ziyujo5mf02zq22eZOIerN+fuAMD++kn3VzOa79buWXGs9m0LGzt5AlyRfvHOLojyRTI1PXE+3ix7c57KKitxa35c6pqauJIQT5zOhsKIOkMazdKoc1529z1Lu5ngiXYc551a8zhK6+8wl133cW4ceOYOXMm9913Hx999BGXL19m8ODBLF++3NRxCj1UUiLGfNqrlokoCyfNwNHBpOvet2GJPPv2QjrnykrZmnkZJ0UHBUovI2ueqXyjLmWAQeFRQDszlt2ad3KoLzV1aK21LE/TQZcyoF+sumU8YmMlTgpFq72uXz98kPu2bmbZj1vIv2Zd3DYaKpBpVUhKT/AIQZI7IGuqBk2juJ8JFmHPeWbSCSn+/v78/ve/58iRI6a8rGACFy6kWzsEwQrqGurZfuQAAHfOuNnsr2fuPNPqdLxz4jgA/2/0GBR9ZKmJziajtGgpDvNLitBcs4+05KIfRyprMG9xeHWNQ+8bH9jS5axqu5xNjI8vbo6ObMm8zMR1n/HfUylo2llPTlbX3ArqHqRvTXVtLoDrisX9TLAIe86zHt9Zjx8/zueff87evXvZsWMHH374ISEhN77BCYJgGT8e2kejqolhA2IMO2z0ZhszLpFRWUmkpyd3DOpDy2N1sjtKCzcXFwK8fdFotWQXXrMYtmvzOMX6MnNFqGdMyyEgOemLQ1lT2+Lw0eEjOLj0fhZE96dOreb3SfuZ/tU69uXmtD6weeZ1y/fEsBOMucdVCoLQ8+IwNTWVRx55hBkzZrB48WIcHR35/PPPTRGbYEJxvXnPWaHbvt31EwB3WWgiijnzTCdJvJN8DIBnRyfg2Ee6lMH4bmWAiOBQANKvXDM5w8lT3+2qqgFNUwdn9pysZcyhcycrUzh13HIIEOruztp5C/h03gIiPT1JKy/njk0bSCu/Wty2tBy2zMS+uhNMibifCRZhz3nW4+LwgQceoLKyks2bNzNr1ixSU1Px9zffUhlC93h6imWG7M3lvGzOXr6Iq5Mzc8dPschrmjPPtlzOIK28nDB3d+6JjTPb61iFoVs5tNNDo0LDALiUe+XqgzL51VnODWZsPVRVA+jHAd5IS7dyOy2H17o5uj8HltzH78ZN4P64IQz2vTpTu7qqec3G5sk2kuvVlkNxPxMswZ7zrFvF4Zo1a1p97eTkxLx589i4cSO33XYbjzzyiEmCE0znyBH7XczTXn39s77VcPa4Sbg6O1vkNc2ZZ/tzcwF4ZlQCyj7UagjX7o7Secthyx7Ll/Nbd8NKLr76a5lzC72WYs+pg2VsWmJx0hePsg5aDq/l7ODA/0sYwzvTZxoeO5ifx7Azct7UjqLKqXmsoXtzy2FdsbifCRZhz3nWreLwscceIyEhgW+//RbtNYOiAUaOHMnRo0dNEpwgCN2jUqvZtP9nAO6e1TfWNvzb1GlsWnw79/W1rh6tGupK9GsHthRAN9CynM2VgutmLLs299iYccayrEnfcoiTsS2H1d16nZ1XsqjVyfmrNIrRSbn85ehhihT6cY4yc8/IFgQLalKpqKmvs3YYbXRrXYtjx47xq1/9irvuugtvb28mTpzIgAEDaGxs5NtvvyU8vPcPfO9rgoLa369V6Ju2Hd5PdV0tA/tFMmxArMVe19x5NqG5S7VPqStChqTvNpV3vmZjbIR+fcCconx0Oh3ylhnbluhWbi72JGOLQyNaDtvz8oREbs5cwxuVgRxUh/CP48dYJZdxt5TIU7UNBIWJ+5lgfpb4vdmoaqKqtgYPVzezv1ZXdKvlcOTIkSQlJfHjjz8yc+ZMjh49ysqVK/nggw9wc3Pj/fffN3WcQg8lJIyxdgiCBX25YzMAS+YsQGbBnUTMkWenios504e3sWpZuFpyN+4Xka+XN17uHjSqVBSWXf2+SM0th2ZtWWsec9jh7igtsbR0K3cy5vBGJmqz2KL4kU1zpzMvOhqVTuJTKZbvqpzE/UywCEvkmVqrobahHq1Oi1an7fwEC+nRhJS5c+fy9ddfU1xcTGVlJaWlpVy5coVp06aZKDzBVLZu3WztEAQLuZiTxelL6bg6ObMwcbpFX9vUeSZJEi8d2MeMr75kU8Ylk17bZtQ3F3gtW+AZITxIPzYxPfuaGcvNYw6xyJjDTloOnXrWrYwkQWMlMhlMiIrhk3kLObR4Lo/IUnlEnmbIs/+dPc1L+/dyprTEsJ2rIJiKJX5vajRaJEmiSaWiSaU2++sZy2TbJXh6dnKzEATBItZt19/Q5k2cipuLq5Wj6ZkDebkcKyzA19mZGRER1g7HLFrW7ZNadjkxQnRIP85mXOBidhbTE8brz7dAy2FLS6DUyYSUq93KN9gB5UZUNcgkLZKjGyiUAAwIDOfvikNIKiVIEpIk8V5KClnVVXx45jQDvb1ZPHAQiwfGEOvr273XFQQL02g1ADSqVM2L+ltm8mBnjG45nDFjBmlpaUZfWKfTMWPGDC5evNitwATTcuwL+88KnapvbGDLgd0ALJ17i8Vf39R59o/j+nUNHx8+EndHpUmvbTNaFnV27XwySouWBc1bzVi24FI2xrYcGjNbuV0trZ8u1xR5Di5ICidkWhXODhIymYyP5s7jofhh+Dk7c6mykr8fP8akLz9n4hef8UNfbWkWLMYSvzdbdjpSqVWoNb2w5XDPnj3U1Bj/gy5JUpfPEcxn7ty+MWNVuLGtSXuob2okfkCMYeKCJZkyzw7l55GUn4eXkxOPDBtusuvamu60HLbMWM7Kv7pLitS8S4rZWg4l3dVu5c7GHPZwtnKH2/Q5+0BdIbMmjQVgeEAAfwuYxp8nTWF/bi4bLl1ka2YGFysrWi139GVaKj9lZRLv50+sry8xPr5Ee3n1uSWRBNOyxO/NlpbD+sYGHB1spxGnS93KixcvxsnJyejjLTkQXrixpKT9JCZOtnYYghlJksS6lokosxdYJQZT5tnbza2Gjw4bjmcX7ju9Tn1zy6Gb8S2HMc2Ff3ZRPpKkb0Uze8uhqk4/q9rRDeSd/OpoaVnsdsuhvjhss02fszfUFXL6yG6Gz7rP8LCDXM70iAimR0Twd+00kouLiL9mM4b9eblsuZzBlssZrc6J8vRkclg4f5s6zfB4vVqNq+hpEbDM7021Rl8cNjQ1Gf7fFhhdHD744IPdegGxW4ptqKiosHYIgpmdu3yRC9lZeLi6cbOFdkS5nqnyLLmokD25Obg5OvLY8JEmuaatktXpJ6RIXSgOQ/wDcHVypqa+jrKqSvy9fcDRTd/tqmkEdT04mni8aZNxM5X1x7jr/6uq1bc4yro291HWXrcy+pZEGdBYWdjhuY4KBeNDWu80szxhDNP6hXOurJQLFRVcrCjnSnU1lyoribhmvHyNSsWAD/9LqLs7g3x8ifHxIcbHl0HN//V3cenS+xB6N3P/3mxSqdDpdGZ9je4yuji8flcUQRBsyxfbfwDg1imzcFL27vF5IW7uLBsaT4CLKz4W2t3FKiTd1dnKrsZ3K8tkMvoFhXAhO5OLOVn64lAm0y+EXZOnXwjby8QTeFTG7Y4CgNwBydEVmboe1HXGFZTXatLv4dy2W1n/tZOuvkuXG+DtwwBvH+665rEGjYZLlRVcO8k5p6YaR7mcvNpa8mpr2ZOT3eo66xcuYkaEvks/u7oaJwcFQTa2Pp3Qe1TV2e6wO5PNVhZs25QpU60dgmBGVbU1bD98ADBTl7JOg6zkHNSV6JcYaawETQNSyGiksLGGxZtNlWeh7u68NdWyy/BYRWMlMp1Gvy6gQ9eK4MjgMC5kZ3IhO4sJw0YB+nGHspo8ZA1lSCYuDmXGLoDdQumpb8Fsqul6cdgyy/m6QrTlteP69+va9drh4uDAMP/WBfkQP3+uPPYkV6qruFBRwYWKckNL44WKCgZ4exuO/duxI6xPT2Owry8L+w9g0YBBDPb1FcOp+hBz/96sruvmbH4LEMWhncjLy7PrTcT7uk37f6ZJrWJM3DAiQ0y4i0hDOfJzXyJP+779iQ4p/0NydEMKG4duwFzymkLxHNKzPDOMobMH3Zip3CI6TF8gZeRdufpgy7hDc0xKMXbrvBZOHlBX2L1xhx1NfGn+uqYsH7+uX9Wguq6WhqZGFAoFbs4uuDhdLcwd5HJDS+O86P6Gx69fR1Euk+Hq4EBaeTlp5eX8/fgxBvv6cn/cUO6JHYx3X27xthM9+b2p1mioqqvB30s/bra+sRGFXG7o1VFrNDSpVCaL1dREcWgnMjIuEdfX9qQVAP0vrfU7tgKwdM5C01y07AKK5NXIsvci0+kHSUtuQUhe4aD01LfgyOTI848hq85BlrULedYugh0jIeqDLnWRXut0SQnP/LyD/xs7jgX9B5jmvdgwWX3Xxxu2GNQvCrhuxrJLy4zlMky+JLRhdxTjikNJ6Y4M/dqIXY2lZQkc6frisLklsaY0r1vFoVqjIbe4kPrGhlaPOyud8HRzx83FxTBjtGUsmKODA3K5vM0fLP+eMYu/T53OgbxcNmVcYuvly6SVl/P7pP0U1NXy6sRJ3YhQsCU9+b1ZXl1JeXUVfp7eyGQyqmqrcVA4EKDUj6Ota+ja0AhLE8WhIPRyx9POcqUwDz8vb8OCyN0m6ZCf+hj5sXeRSRokZOjCxqOLvxcpIrHNxAIdQEUm8svbkZ/9gsCmK0hf34l2yitI0TO6/PL/OH6U8+VlHC7It4vi0NBy2IVlbFrEtIx9K8q/+mDLBI5G0w+kv7oAtrtxJ/RkxnIH4xtbikVHqbHLl9TqtGQX5tOoamrzXKOqSf94O982uVyOn5c3gT5ty1GlQsGMiEhmRETy1pRpbMvK5OPz53hgyFDDMVsuZ1BUX8ddMYPx6OVjgYW2rhTktemtkSSJytoadDodDU1NuDo7U9/YiPKaWfA19XWWDrVLRHFoJ4YOHWbtEAQz+fzHjQDcNnUOjg49+JGuL0OxawXy/KMAaAfdgi7hcfDspJvaJxpdwuPo4m5Htfk53CrP4bDjN2iHLkE38f/0EyWMcKa0hK2Zl3FWKHh61Ojuv49exLDGYTdaWiNDwnB0cKCsqpLa+nrcXV2vLv1ihuKwy93KhrUOTdit3Fws+rl3fWmjgrwM1PX14Ni1CSQ6nY6SinLUGg1hAR1vceioULBwwEAWDhhoeEySJN46dpRzZaX88dBB7hwUy7L4eOL9u9eyLlhWZ783G1VN1DbU06hqwlmpz8m6hnpyiwsNi1s3qppwUjrSqGpCe83M5JbW6zMZFyirqmDqqLFmehfd06O9lc3l3XffJTo6GmdnZxISEti/f79JzunsmP/85z8MHz4cT09PPD09mTBhAlu2bDHZ+7ImF7EEQ59UWFbC7hNHkMvl3NODiSiy7CQcvrkTef5RJKUHmtl/Rzf9j50XhtdyDaB88t/Q3vQMkswBxbkvkSe/b/Tp/zimL0ofHDrMbmaAyuq6vsZhC4VcQb+AYODqHsuSi744lJljf+WW1jxju5VbdknpxkLYhm7l62dGt7Qc6hquP+WGyiuK8T/8J6JPvYVc0/VWR4DKmmoqqqu6dI4EPDs6gYmhYdSp1Xx8/izTv/qSed9+zafnz1Le2LX3IVhWZ783Gxr1uVR5zWYf1XW1hsIQ9EVgXYP+c1Zr1Gh1WlRqNRqtFo1Wy9tffMT7360jLeuyGd5B99lccbh+/XqeffZZVqxYwcmTJ5k4cSLz5s0jOzu7R+cYc0y/fv3461//yokTJzh+/DgzZsxg8eLFnD592qzv2RKOHz9q7RAEM/j8p036rSoTxhPs1701ReWnP8Xhp6eRNVaiCxqB5q5vkKJndutax5OPoxv1S7Sz/44kk6M4sRpZ+oZOzztXWsoWO2s1BAwLYHdnzCFARPN6fhdzsvQPmLHlsFuzlcEsE1IaqoqNvpRKrUZ1fhMeFWdxrzxPzr73efuL//Het19w5NypLq0zV1Re2uoXf2fkMhm3DYph4+LbObDkPh4ZNhwPpZLjRYUs37Ob/bm5hmMbbWgBZEGvs9+bTWr9hJKq2mrDhKWa+tZjCWub1yJt0djUREOTvqjMzM+hoUk/zOFMRrqpwjYJsxeHqampXTr+7bffZtmyZTz66KPExcWxcuVKQkJCeO+993p0jjHH3HrrrcybN4+BAwcSExPDG2+8gYeHB4cOHer6GxcEM2toauTb3dsAeHDB7d26hjxlLYrDbwOgHf0Y2ls+6lYr1vWkqKnoJrwAgGLf68hyD9/w+L8334R/MTSeYDf7aDWE7i2Afa3o0OYZy7n6GctXWw7N0a3chXUOrz2uq8WhJF3TSnn9Ujb68Y6OOuNb/wpKi3ErTTF8rSw6wdHzp9l78ijvrFvDb/79JkfPn24zG7k9Wp2O0srutcrG+vry5uSpnHnwl/xr+kzmRkUzKzLK8Pwzu3aS8OnHPP3zDt4/lcLenGwK6+qMikuwjpbCTqPVUl1XS1VtTZv9kbU6XasJUFW1tYYlbM5fvrr/t+EPPBth9jGHDz/8MAcPHjTqWJVKRXJyMs8//3yrx+fMmdPhNYw5pzvX1Wq1fP3119TW1jJx4kSj4rdloaEmXN5EsAk/7N9FTX0dcVEDGDFocJfPl5/8EMWx/wCgmbQCachdnZzRuWvzTBe/BGryUJz5DMX236C5/TPwbrvfc3VTE0cLC3BSKHjGnloN4ZqlbLo3Bm1AmH4tw8z85hYoGxpz2DJ5pMvdytomZDo1kkIJDteNLWy+phPGLQFSWVNNbUM9AeVXW2VG+kg8fef9VNRWs+NIEgWlJbz9xf+IiYjmvrm3EBvZ/wZXRD8D1cu72/vgujk6cm/cEO69bhbs2dISsmuqyU6vZn16muFxD6WSx4eP4Ldj9ZPNalUqsmuq6e/ljXNPxhgLnbrR701JklpNbiosL0UyohW6oubq0ISzly8Y/j+7ML+9w63G7JnVlb96SktL0Wq1BAW1HvQbFBTEzp07u31OV6575swZJkyYQGNjI+7u7nz//fcMG9b+oNTVq1ezevVqANRqNZs3bwIgLm4Inp5eHDlyqPl1gklIGMPWrfp9bx0dHZk7dx5JSfsN2/NMmTKVvLw8MjL0f0kMHToMFxcXQ7N2aGgYw4YNZ9u2HwFwcnJm9uw57Nu3l+rmcTDTps0gKyuTrCz9+KMRI0aiUCg4cSIZrVaLQqEgNnYwO3duB8DNzZ3p02ewe/cu6pr/kpk1aw7p6WnkNO8MMHp0AlqtllOnUgCIioomKiqaPXt2AeDp6cWUKVPZsWM7Tc1N5XPnzuPMmdPkNy+xMWbMWBoaGjh37gwAAwYMJCwsjH379gLg4+NDYuJktm37EbVa/1fX/PkLSU4+TlGRfpusceMmUF1dRWrqeQBiYmIJCAgkKUk/btTfP4Dx4yewdetmdDodcrmc+fMXcvjwIUpL9a0ziYmTKSkp5sKFdJv9nADCwyM6/ZxmzpzNhxvWAzAsJJKCgvwufU4x1XsYWrsbCRknvW7hymUnxvgW9vhzSkgYQ0bGpauf06D5DAjNwjn/ANXf/5rzg19k/ITENp/Tf2JiOZafz/Hdu/rU53Sjnye5pObWpiokmYLNPx8AmbzLP09FZfrczsrPZfPmTcgkLYsBGqvY9tMW1BqtyX6eFjUvZbPn4HFqHK90+jnFORUyGCjKucThzZuM/pzcZA2EAU2SklMnklt9Ts5KR+YBDtp6NvywEWSyDj+nY8eOUVhWgrO7K0ObSg39ZP4OTUwePoKjR5O5beQEzuddISX3MheyM3nlg38T6OmNr7cPdY0NlFVW0KhW4efpzfQx4/HVKZDL5VwICmbxwltNet97ycOTiJlz+PbYEdLKy8hTqynS6ahWqci8eJHNxcXExMRyXq3m0b27kQEBSiVDg4JxqKwk2MGBUKWSXy++nRPHjvbJ+56lfz9ptVoaGurbve8dOnyQ06nnABg2YiS1tTVkZuj37o6MisbH15eU5vfm7ePL8JEj2b93D5JOh0wuZ1hCAmczLiKXydBJElV1tZw+d4aLZ85a7HO6EZlkgjbrzMzMdruPJUnihRde4Pz580ZdJz8/v/lD2cfkyVc3u37ttddYt24daWlp3TqnK9dVqVRkZ2dTWVnJt99+ywcffMCePXuIj4+/Yeyurq5kZxcY9T6tYfPmTSxcuMjaYQgmcvhsCo/++Xf4eXmzY+XaLrViyI+/h+LEaiRk+iVnBt9qsrjazbOmGhy+WoysoRztpN+hG3KnyV6vV6vOxfHLW5DcgtHc1/nNuj0qtYqbHroDSZI4tuY7nJRKHD6eiqypGvUDP7fZm7gnHD6ZgayxAvX9O/Tb9HVCln8Mh82PoQsZrR+uYKyKyzh+fQeSVxSae75vG8f/JiLTNKBedgCUHQ9BuFKQR3VdLf/99J/8N+wwlVpHXFy9cGoqJXXCP2lyu7r/cn1jI5sP7GJL0h7DOLL2DB8Yywv3P4qTUsmg8CgcFArj31c3SJJEaUMDCrkMX2f95IitlzN47dBBrlRXoW3n13fmI4/j3rxkzg8Zl/B2ciIhKBhXx47vERqtlsz8HLzdPQnwMV3O9HYt97PLeTl4uXvg7eFBRXUV/t6+VFRXkV9q/NjX6yWnneWtzz5kaP9BaDQa0rMzeeWRp7lzxjwTvoMbi4wMpa6u/SV1TNJyWFlZycWLF9t9rrHR+LEh/v7+KBQKCgtbb6peXFzcptWvK+d05bpKpZKBA/VLEYwZM4Zjx47xzjvv8NFHXbi5CYKZfbzlOwDunjW/a4XhqU/0haFMjnbKq0ixt5grxKucPNAmvojDzv9DfuSf6KKmGrpRf8i4xLTwCLtc/+3qAtjdX9ZE6agk2Nef/NJiLuVcYeiAQeDsq+8CbqwwXXEoSd3vVm7ZCs9IHc5UbuHkAZoG/bjEDorDkopyahvq2XpwL7XFFyEM5J79UCldcWoqRdlY3Ko4dHV25u5Z81mQOI2sgjxUGjXuLq74enrj5uzCucyLrP7+S05fSueDjet56o77qKzRFwnmJJPJCHB1bfXY/P4DmN9/ACqtlsuVFRzJyuRiRTk5dXXU6SRDYQjwysED5NTU4CCXMzIgkPEhoYwPDWVscEirPctLKytQqdWUVJbj5e7Raj0+e1fXUE9DUyMNTY1U1lSj0Wrw9/Ztd73Mrsgt1tcjEUEhNKlUpGdnkltcZIqQTcIkxeGoUaMYNWpUu8+tX7/e6OsolUoSEhLYsWMHd911dfzTjh07uOOOO7p9Tneu20Kn09HU1LMksAVOTmIrp74ip6iApNMncFQ4cM8s45evkWXvR370XwBop76GFGOi3VSu0VGeSdGz0IUnIs9JQpH0V7Sz/05aeRkPb/uRQFc3jt//C/sbP9WDZWyuFREcSn5pMek5mQwdMAjJxQdZVRayhgokHxPECaBpQCZpkRTOoDCykFc2L5bd1XUOO5qpbLiuh/57p6oBgts8XVlTTXFFGVkFuXy5YzPz/fVd61r3EHQKJ6g4h3NjCe1F5ebiytD+g9o8njA4npeWPcErq//NvpPHGBM3jInDR+Pn5WO1rR4dZDKUjfWM8fFmjI+34fHy6ip8Pb3Q6HTMjYrmSEEB58pKOV5UyPGiQlalnADgL5On8vCw4UiSxOmCPArq6/F1coLiIgaHhiG3ly0sb8DJybnV/sctBaFaozZMRumuluKwX2CIYfZyfkkfKw5vpKu91suXL+eBBx5g7NixJCYm8v7775Ofn88TTzwBwKpVq1i1alWrruDOzjH2mBdffJEFCxYQHh5OTU0NX3zxBXv27OkTax3Onj3H2iEIJvLpjxuQJIm5Eybj5+Vt3Enll1DsfBGZpEM7+jGzFIZwgzyTydBOWoHsqzuQZ/6M7spe/pHegAQs6N/f/gpDerYA9rX6h4Zz+GyKYcayWSalGFoNjZypDFeLuy62HF6dqdz+TiyS0qPDbflKqyooKiulUdXEyq8+RaPVMnVgGFCJ2iUQNw9fyN9NsJMOl+BQCkpL2swu7UhUSD+WzlnI2i3f8cmW7xk5KI7qulq83LvwPemC+sZGyqoqUDo64u/tg0J+tQtbkiRyigraLVBKKsrwdvfAQS7nzclTAf2kr2NFhRzOz+dwQT4ni4uI9dW3etbU17E9L4+Pm8fLATjK5Qz29WNEQACjg4K4P25on93vXKfTkVWQS3hQaJtNBGbNms2FdmYR1zU00KRWGfZGdmqn50OSJFKzMvDz8ibIt+0wjKvFYRD1zT2sLY/ZArPfkf/whz906fh77rmHsrIyXn/9dQoKCoiPj2fr1q1ERuq3iiotLSU9Pb1L5xh7TGFhIffffz+FhYV4eXkxfPhwfvzxR+bOnduD74Bt2LdvL1OmTLV2GEIP1dbXs3GffhLVg/NvM+6khnIcfnoGmaYeXfRsdAlPdH5ON90wzzxC0Y15CsWRt7mYtJqNleNRyuU8O3qM2eKxaSZqOewfFg5cnbEsNReHssYK0+2v3NXdUeBql6+qFiRdm60XO2JUtzIYikhJkqhtqKe0ssKwZMiaH74lr6SIsIAgxkT4QsE5PAL7o1Tqx+3JGsrwcHXDJcyZnKKCNnstd2TOuEnsOn6I7KICdhw9wJ0zbjZLcdikUnGlMM+wBmNlbQ3Bvv54urmj1mjIKynqMGaNVktFTXWrPxw9nZyYGRHJzOYtFxs1Ghzk+s+jpr6OIBcXRvn6Ut7URLlKRY1azZnSEs6UlnC4IJ8Hhlwdc//WsSP09/LGEx3+Dg4MCg7T787TQxXVVUiAr6dXl86rrKnG26PzvJQkiYqaaqpqa3BQKOgXGIxMJqOytoaGpiaKK8oICwiisqYalUZNoI8fP23/iYhBA9tcq7CshKraGn676i0kSccbTy7H19Pb8HxucSGf/riBUxfTcHdx5Z/Lf4+7y9XvkU6nI6+5lbBfYDC1zfss55V0fwyjqZm9OJw/f36Xz3nqqad46qmn2n3u1Vdf5dVXX+3SOcYes3bt2q6E2atUd3Flf8E2fb93O/WNjYyMiWNwlBF7D2tVKLY/h6y2EJ1/HNrpfzR6O7vu6CzPdPFLkJ/9nL9XBSIB98UNJdTdyL16+xhDy2EPi8OYCP3yQFkF+tmXNK91iAnXOjQsgN1RV2975A5Ijq7I1PWgru+wJbCNTrqVJUf9darL8ylX5tHQ1NhqW7Jdxw+z9+RRlI6O/L8ly3Aq/BwAR48gJEXzWLrmHWQcFAoig0PJLS40aq9buVzOkjkL+dunH7Bh705m3ZRIXUM9bi49L46ulV9a3Gpxbo1GQ25xITKZzKjeuIqaqhv2KlzbUl9bX8f8fv2Y36+f4TEnF1dKJDhVUoLzNZNuCutq+dux1gtDeymV9PfyZqCPD0+MGMXwAH1LuEanMxSgnampryO/tBiZTIa7i6vRYx6ramvIKylCq9N12otSUVNNwTUTSHKLCwnxD6S8uhLQF5lqjYb6xgZkMhlebh7kFOS1WxxqdTq+2rnVcO7u5CPcMV3fiHQ+8xL/Wv8xVbX6PK5tqGfviSMsSJxuOL+kshyVWo2PhxduLq64ODnj6OBIeXUlpZXlZh/Lagyb2yFFEIT26XQ6Pv9Jv1ySUa2GkoRi35+QF51GcvVHe/O/wMHKY08VjqTGPMh3UjSO6Hh2dPtjle1C84SUnrYcxkZGI5PJyC8pQqVWmadbuaWrtysth3C1IOxK13LLsde1HDaqmsgtLqRCpS+O6qtKqG2ob1UYHk89w4ebvgLgoYV3EB4UgouueccKF9+rE3QaygznyOVywoNCOiwuZDIZDg4Ohm7VUTFD6B8WTk19HXtPHqW00rRrStbU13XYKmjsMK0mlYq6hvpOj6tvbESj1VJVW0NqVoZh9xetqokJoWE8MWIky+KvLuUmk8l4LmEMU4KCiHZ3x0kup0ql4mRJMV9fSKf2mpnebx45zKCPVjP76y+5b9P3vLxvN+vTUjlaUEBpw9X3p9PpKGhedkeSJEPBdSOq5iVlWr73xRVlhsdAXzS2jONrcf11q+tqSb9y2dA1DPrJJ5IkodPpuJR7BW0Hu+GUVlbw8/Grm2McOZuCJEn8cGAXf/xoFVW1NQwKj+SBefqVIL7fs6PVeMKcopYuZf2YWblczvCBMQB8/fNPnb5/S7C/gT52atq0GdYOQeih/SnHySspIsjXn+ljxnd6vPz0J8gvbkZSOKG5eWW3F1ruCmPy7B8V3kiU8oAsjX4lR5E8Zps9Lltk2B2lh5+Lq7MLwb7+FJSVcDH7CvHm2CWlq7ujtOhk8sgNX6u55VCj1VJUXkpljb710kWh7xpWaK629Ol0On46vI/PmreTvG3aHKYnjMfNxRWlWt+aLbn6gVw/Nkx2TXEI+qIn2C8ATzd3Kmtq0Gg1KB0dcXNxxc3ZBblcjlqjobCshOq6WhZNnsk/v1zL5gO7mTlmAg1NjbiYaNJfSYW+VbO6rpbTl9LxcvdgaPRA5Ea2wrWoqKnutEWztqGOzPwcXvtwFY2qJoZED2TFsicB2m0RDXJ14/HBcRQG6MfQ6SSJsqYm8urrya+vx0fSoVKrUTo6kldbQ2VTEyklzX8E5eYC+jX84v392X33UgBKqyt59/w5vJVKvJVK/MrLGa7REeLhga+zc5vWx6raGnKLC3FSKg2FnU6no6SynLAA/eojZVWVyGQy+gUGUVOvL/iuLQKNNWZc+/fZ7UcOoNPpuGnIcC5cuUx2UQE/HtrL+h36+QkLJ03n9mlzcVYq2XvyGNmF+bzywb8ZGB7JlYI8IkP0i2tHhVxdZDtxeALJaedIz7aNPZZFcWgnsrIyib/mL0Ch92lZvubeube0GpzeHllhCvKj/wZAO/118O/6DirdYUye3REbR07xFZ6rO40iuQRN9Eyjx6P1GZJk2FfZFNsVRoX2o6CshNQrGcTHmL7lsMv7KjeTlO76ySOqWqPHPxrGHCo9qKypbrOfsc5BX7AoNPWo1CpOpJ9n0/6fuZyXA8DiqbO5e+Y8FHI5YQGBV1sJnX3BoXniQEO5/jO4boiFq7MLrs3rCV7P0cGB8KAQsgvzGTtkOMF+/hSWlXLk/Cl8PL0IDwox8h12rLZev2xKRm42f/nkv4au7tjI/vzqjvsI9PUzHKvWaDiTkU5VbQ1hAUEMCo9qNWmkpr4OrU57w3tFbX0dH2762jAL93zmJbYd3seCxOlU19W2W1y2FOmg3zs6wNmZAGdnRvr6omtq5HJeNv0CQ3hv1hyeHRrPqYI88urryauvJ7eujoKGBuKb94HX6rRcKCrk88vXFURH9V3XMuDjeQuYF92fqtoa9hcUsPXiBbwcHfBWKvF1csJbqcRHqUQlSYb95RtVTUiSxIXsLOO/+e3Iz81lYEyM4WtJkjh09iRbknYDsGjyDDKiB+onKW3dAMD4+JHcf/PVtWNffeTXvLNuDWcy0jmZrl/zubx5+M2giCjKGhvJrqsjHQW1YdE2MylFFId2QhSHvVtaVgbHUs/grHQyjG3pUGMVip+bZyYPewCp/yzLBIlxeTY7MorZ/X6Jw7rvkFVcQnZlL1LU9Bue0+c0VSHTqvTj5xx7Pl5tYL9IDp05yaWcK0jD9WMQTdpy2Lw7Csqudis3tzR2ZTmb5uKwqE5FSTtLe2iaWw7TLp7h2fXnDDN2fTw8eXDB7YyPHwlAaEAQjmiRqeuR5A76LnGZ7JpxkLUdL5dzA2GBQTSomliYOJ0PN33Npn27mBA/Cn9vnx63HpZWVVDbUM/fP/+Imvo6+oeGU1ZVQfqVy/z2P2+xbMHt9A8L5+CZk+w6dpCqa5ZZiQwO5ck77iUqRD92UKfTUVlT02F3uVqj4UJ2Fhm52bg6O/Porffwr/Ufs/nAbuaOm0xVbQ3BfgGtCs76xsZO1/fT6nRcKczD0cERnUbNMB8fhvm0XlPJSamkvrFR39Wr0/HwoEFUqlSUNzVRqVJRoVJR0dREtVqNl5OTobXwx4vpfJ2V1e7rBjo7kxQYjFwuR5IkXj91CpVOh1Iux7H5X8v/JwYGEt8c04ncHDacPcWI/jH4eXqibD5OKZdzJvsK288ep6CkmHvn3MIPRw9wPPUskqOS8LAINB7eBAxyJ3p0PhfSz+FYV8NtU2dT1NDAhuxs6jUa6jQaaofdhCw4kjqNmjqNBp9zyTg01jNyUByvnz3LviJ9nsvDoihNP3nD76+lmLU43LhxI/369SMhIcGcLyMIfd4HG/Xrhd4+bc6NZ0dKEoq9ryCrK0LnPwTd2GcsFGHntDodipYuIoUS3ciHUBz8G/ITH6K1t+LQMN7QNF39A8P1s1Av5V65OiGlsdwk1wa6N1sZ2ow5bFQ1odFokcnAQeGAo4ODobu0ZTKAe20ZzkCdrnWLl0ajYVfyYerP/MSrUVBbVURDky8DwiJIHJHAjITxODvp92L29/bB080dapr3q3X2udpK6OSlnyDTWN2t4lAhVxDk48eUUWP5etdPZBXkcvpSGh6ubobuwu6oa6inrqGeTft+pqKmikHhUbzy8NM0qpr474b1HDt/mve++6LVORFBIUQEh3Lu8kWuFObz8up/8dKDTxDXPFntRhNTqutq2XPiCAATh49mfPxIvt29jdziQlIupjEmLp6q2ppWM4Gv3Re4MzdaIqhJpSIzX9/S6+PkxAMD2p9cp9HpCHV1pahc3/o7JSgIfycnKlSqVkVkhUpFoLMzpVUVOCgc0EkSuwoK6Gin4wBnZ+J9fGhoauSd7ZvJCY1m3/Wtl82CTh5HJul47aOVlA0fh3r8TABKgCcPH9Yf5OrNwOE3cZefD5EhYVyoqmJdZmbrC8nk4OgEjk7oHJXcP202SkdHYj09KVepCHF2Jv/yBeZNtI1VRcxaHH733XccP36cfv36sW3bNnO+lNCJESNGWjsEoZtyigrYefQgCrmCh2658aLt8nNfIr+yF8nRDe2sv4HCsjsd3CjPHtq2FQ+lE38YP5FgNzd0g29Dfvw95KXn0Zach4AhlgvUykw1U7lFXKT+l2tWQS44e+sfbKzq0hIyNyJrallepmszy1uWo2moLiE7O6vdgqGlZaplssXg5pZDrcPV3U+uFOaz6utPySkqYIqvfqLBwEA/3pmzghD/1gW2l7vH1XXlWlosW74noC8OawugqQowopjTqtos/O3t4YmnmzsLEqfxxbYf2LB3JyMGxVFTX4eHa8db+t1IUXkZ5dWV/HhoHwDLFtyOg4MD7g4OLF/6ELuTD/PToX3UNzYyOKo/M8dMZHBUf2QyGU0qFR9sXM+BU8n8/bMP+dszv8XPy5smlYrqulp9oXydsqoKDqQcB2Da6HHIZDImjxzDuu2b2Z9yjDFx8ZRVVRqKQ7VGbZiBaykOcjnF5aWGr+N9fAwtfu1pUqkora9g3Y4t3OLpw6jB8agliUv5ufx4eD+SXEF0vwiGensD+iWP6kqLcVE4IsnkRIaF4+Pti0qno1GtJrMoX/8z1MzLxZUGhQJXR0dcFApcFAqcFQpcHBy4yc+PuVFRAAS6uPDooEG4Oji0+ufm4ICLQoHT+HEEeXnj6uzC0yNH8zT6wtth9GhiI/ub41vZZWYtDj/++GNAvzahYF0KM+8BKpjP/374Bp0ksWDiFIL9btDSVJqG/PA7AGinvgKe3W/F6K6O8ux4YSE/Zmbi6uDIqxMS9Q86OKOLWYTi7Ocozn+DdurLFozUylrWODTRJKEB/SJwUCgoKi+jplGFj9Jdv21dUw04d23duHYZFqbuXsthTWUhap/2W5Kun4GrUOtn2Wod3NDpdPx4aC/rtm9Go9US7OfP/KkjoPxTwrxcqb+uMPTx8GpVLMpULWMlr7YQSs6ezYtoVxs3DrKuSD9e8bqt+vy9fZh1UyIb9+4kNSuD9OxMnJRK3F1cu7xgdHl1FQ1NjXy7axtqjZqxQ0cwoF/E1fchkzFjzARmjJnQ7vlOSiVP3XEftQ31pFxIZfWGL3nxF48jk8kortCv6Xh99/ChMylU1dUSFhDEgDD9a00aMYYvd2zhRPo5w2znkopy/L19KCgt6fKmFua2cd9Odh0/zG1TZzMtYRwA3+76iV3HDgLgVVvFwknTST5/EtdCfUtlcX4W8lGjOZZ3hX0px3B3dOSByEjW79yCLjeD3z/3O0oqynln3Rq8KsoI8vXn9w89RWlVBYMj+xv12XorldzXQWvotdxdXAnw8dWPQbRs3d0pi4wC9/fvfJN2wbxOnEi2dghCN5RVVbJp/88APHrr3R0fqKrDYecLyHRqtINvR+pvnRnAHeXZn4/ol314bPiIVnvF6obcCYAs48erBYgdMHXLodLR0bAsRtqVy6Zfzqab3cp1Wv0fCwpN58uqAPphEc2zkEv/P3vnHd9Gff//5522vPeKV/bee++QEMIKe28KbaHQfruBTmj5lUKBQFPKhoRRZkjIInvvvZcd7z1lW9Ld74/Tsi3bcmJbcnzPxyOP2NLn7j6S3pZeek+Llb+++yYfrPgam93OzFHjeeHxX9C39xAARJu7HYpGFEmMjiUxJrb+h7e3nokGh1iu9SFEaq1G3PEK4uGPGt0VFhxCRGgos8dMBODrDWuoraujoLR14XxLbQ15xYVkF+azbu8OpZfiTKU/cGsqlEVR5NEbbifIaOLAqePsP3UMULxpzrAsKGI8r7iQDY6QstNrCBAVFk7/tJ5YbTZ2Hj0IKG1ijl84W68PpM1mo9KHvpBO8ouL6o2h86SorJTdxw5x+uIFbDabT+eTJIlN+3ezZNUy8ooLefPLJRw8fQJJkth2eL9r3aodm/npP/7E/pPH0Gm1TB+hVB+/svQ93vxiCQC3zZ7PdVNm0iclnYrqKp5+5Xl+/+9/kl9SRExIGL++51FiIiLpl9ajzafEOCey6LWBN8taLUhRUQlgPlzxNXVWK5OGjqznSaiHLKPZ/BeE8ovIET2Qxv+iYzfZApsuZrIp6yKhej2PD23Q1zA8DSlhJGLObsST3yENvNU/m+xo2qjHoSfpicmcz8nixIVzjDVFIJRnOqakpF32uS+lWrm6poYKq0AovotDQbIiyjZsaHj69X9SZakmxBzEI9ffxsh+ypQOu+SuVtZqNESEhhEZGo7Wm9fai6h1PgZfPIfi4SVozq2Fc2uRus+C8PR690eFhjN3/BS+27qevSeOcCE329HIOQizseXiFEttDRm52UiSxJKV3yJJEtNHjCUxJo7QoGCSYuKw2e1k5uW0WAgCEB4cwnVTZ/HR99/w0fffMKRnX0RRpKisBJvdRog5iLLKCnKLCth74giiKDJpaP0JRROGjODIuVNsPrCHaQ4x5dmQ+8jZU7y89F0qqqsYPWAIj1x3S7Mtc77fvol3l/0PnVbLw9fdWu96R86e4oX3F7vSDcKCQ7jzqmsJNplZs2sLA7r3Yu64KfVSD95f8RXfb9vo8mKGmIOoqK7i9c8+4OHrb6WssoLYiChumjGX77dt5Gx2JrIsM2X4aO6ccy37Th6jsEz50tQvrQdzxkxCEAQev+lOXvzwLTLzcgCYOXo83c0RrgpoT4JMZhKjY7mYn9uon2Jr0Goc4tDHpt8diSoOuwjJyU0IC5WApcpSzdLVywB4+LpbmlwnnFqGeHqF0s9w5t/92ui6oZ3JssxfdyhJ248PHU64lw9MacDNijg8+hnSgFvadYJLoODqcdiG4rBHtxTW7dnOycxzkNrGU1JcfQ59F4e5RfkYtO6ehJIkUVhWgiTJmAwGQsxB9TxjkiRx7swhhgAldTJVlmqG9e7PI9ffWq8owu5oZaO1W+iVnNasd80VVvYMh7s8h+VejmhwfPYu189i9m6kBuIwLDiEyNAwpo8cx/fbNvLpmu/4xZ0PcTE/l/TEbo1m9XpSVFZKfkkRkiRx5Owpdh07hEGnZ+GMueh1OpJi4hAdVbOpCUlk5GZ5naXckDljJrFy+yYu5ueycf8upg5Xwq1llRWunMEN+3ZilySG9xlAdHgE6YlKU+/cogLGDBjM299+xtFzpykuL603Fq66psYlDAF2HjnA+eyLPHzdLfT30osxKz+Xj77/GlAKjhb97yPsdjtTR4wht6iAfy55B6vNSnpiN6prFA/q659/6Dp+z3GlGr26pobTFy+g12o5dOYkoEy3WTBpBgunX8Uf/vsaJy6c5cUP3wJgZL+BTBo6kklDR5KZl0NGbjZjBgxBq9Xy63se4d3vvsCg0/PQdbe49hwbEcVff/Q0R86eIiIklNSEJE4cO+b1OQ4PDkGv05EYE8uZixktviZNodUqX2h0Hk3WA4XLFocZGb4/MSkpqkDxF336dEyfO5W249O1K6i0VDOkVz+G9m6iWKMiG82WFwCwT/gVRPg3mbmhna2+cJ7deblEm0w8PGSI12Pk1KnIpkiE0rMIefuR46/8qSlCG+ccAvRxjNE7m5UJfdo4rOxsZeNjE+zSinIstbVoHUUlWRfPcN+Xv6rXiFgQBEKDggkLDsFkMJJTmE+0XMKNo6HSruHR629jyvDR9T40NaJIbFwKMgKizYLYku/PW/NuX8PKsoyQf9i937wD0P+mektEUSQyNJzrpsxi/Z4d7Dl+hCNnTzGgey8u5GaRGp+IrkHIsLqmhtyiApfHqbrGwr+/XAooffMiQ8OIj4qpJ7S0Gg2pCUmu8Kwsy8jU9+g50et03DxjHov+9xGfrV3B+EHD63mmJElizU4lJ2/GqHHERkSh1+mICgunrFJ5nYf3GcDOowfZenAf8ye6Owl8v20jFdVV9E5J5/GFd/DPJe9yPucif35nEVqNhsSYOAb16M3VE6YRFhTMoi8+xmqzMXX4aBKiYlmyehn//mopeSVFbDu0j0pLNcP7DODndzyAIAis37uDD7//BrvdTv/0nuw9cYTP1q5o9Jz//I4HGNqrn+s5euCahfxq0f9zPR8j+rpnQSfHJdTrQZkSn8gzD/zY60uu02oZ2ruf6/e07t7fT529MI16A3qdrt50loZotdomw+XOHpSCIKDVaJHlpuqrO57LFof33HOPz4p37dq1AaeOuwpr1qxi/vwF/t6Gio/UWa28/92XADx8XRO5hrKEZv0zCNZqpNQpyH2u9b6uA2loZwcLChCAJ4aPIFin936QRofU53o0+/+LePQz7F1AHDobYLel59DZvuRCThaySWltI1hKfG4+3SS2GqUno6gFjW9eaWfe3dGsPHoANksJtXVaIkLC0Go0WGprqLRU1/NmAQxLDAYKiI5JdhUYODEbTXSLjUOn1WET9OjkWqUlTXOC1Ys4dIWVa1rwHFoKEaweeXWl570uU8LaYVwzaTqfrV3BR99/w58f/Rm1dXWcuZhBVJjS/9Bmt1FWWUGlx1i7wtIS/vHxf8kvKSI9sRsLJs/EbDR5rXjWiBoSomNJiHbbTEV1FTmFBY2qwCcOGcGyLevIyM1m1Y7N9QTezqMHySsuJCosnJH9B9fzykaGhpNVkMfEISPYefQgmw/scR1bZal2NX++ZeY84iKj+dMjT/L1xjWs37ODwrISMnKzycjNZs3OrXSLjedMVgaRoeHcPe96zI5JMx+t/IYv168ClAkhP7n5LpfImzZiLJOHjkKWZbRaLd9sWsvHK78lPDiUueMmk1dcyNhBwxjcs0+9x5sSn8jts6/ho5XfMLhnH/qnN56H7LxGU4Lam8DbsXULk6fVn/qk1WrriW2j3uD1WEEQMBmMxEdFcz4ny+t1PVMhdFqtMv4yQLhscXjvvff6tE4QBFUYqqj4yLLNP1BYVkL3xGQmDR3ldY14ZClizh5kYzj2yc8EZDj256NGc02PnqSGNh+OlPoq4lA4v075wG+DxtABi92KYClGFkT3rN82ICU+EZPBQGllBZWSgTBoG8+h51xlH2ysrLKCOquVA6eO8b8V33HNSIg163n5Z7+tV21vs9kor66krLKCKouF2IgoetgvwIEXkBv0H3R605yfIVbBoIjDuopmxaE7rOyxxuib51Aoz1KONUcjVBciVGR5XafVaAgPDuHqCVNZs3MrZ7MzWbVzC1eNnYRdksgvKfJ63NFzp3l56buUV1USGxHFk7fei06rJTbCd5sIMQdhTDSQkZtdLydRFEVumz2fv72/mC/Xr2LMgCHERERSXWPh45XfAnDt5JlEh4XX+1wODQomp6iAob37YzYaOZ9zkdMXL9CzWyrLt26gqsbCgPReDOjeC1AEzcLpV7Fw+lXU1NZyLvsiy7dtYNfRg5zJykAjivz4pjtdnrZrJk0nJiKSLQf2EBUewY3T5jRqHO7Z8WDBpBkM7dWP6PDIFnM450+cxrQRY5RxklHRlFdV1csHjAwNQ5aVFj6eJETHEhoUzKnM814FXEPMDfZrMhhcxTZGvQGTwYiMjMlgRJIlTAYjESFhja6r1WjqPfdXnDg830S38oaowtC/BHnpc6USmEiSxH+/+RyAB6+92fvfTuk5xB2vACjCsA1FxuXgzc76RPqwt9AkpNjBiPkHlYkpPee2w+4CBIujtZcpCsS2S/sWBIGU+CROXDhLZkUNYYBgaYNG2M7cPB/b2BSXl1FQUsy/Pv2AIMfUuxizvlEbJq1WS2RoeL2cNk2ukuNl9/hyEBcVTXRY/d52ktashLrrvFfAuvfuJVfS+XNLYWVHA205bghkbEKoKVWup29s49HhEZRUlHPfNTfy0sdvs2TVtwzv05/YiKhGa2VZZuWOzXyw/EvsksTgnn346c13E2wOIthkbnEeckN0Wi2pCUmcz7lYL2w/tFc/hvXpz74TR3n+/TeZP2E6P+zeRn5JEanxiUwfOY6IkPqvqSiKhJiVFkIzR03gm01r+WztCn50w+0sc3gNb5rh/W/TaDDQL70H/dJ7cOLCWQ6fOcnwvgNIT0yut27swKGuKTa+kBKf6PPaIJMZrUZDVFgEYcGh5JcUUVZZgSzLhAWHYLfb64m0EHMQkaHKl4Vgk7lRRbXJZCYsOITqmhqsNisaUSS4wetj1LvFYlhICFGh4ciyXO9922w0UlQqIUg2IoPNFFlsjdp+OYtTAoXL3s2zzz7bFvtQaWemNXCNqwQu6/bsICMvm7jIaK4aN7nxAsmG5offIdjrkHpdHVCj55x2tur8OURBYEZKqs9fDOWecyH/IOLpFdivYHHY1m1sPOmemMyJC2c5U1TJQGgTz6G7AXbL+YY1dbVUWap5+9vPqbJUM6hvfyDP1Z6mJZxVzXatUqyS5KjabYg5Ig7yclue2VznrVo5zPG4mg8rC05xGJqMEJwIZeeV5tmRvRqt1Wl1hAWHMLr/YMYOHMr2w/t5ecm7PPfQT9B7pFPUWa28/e1nrN+rzA6+ZtJ0bps1H1EUEQSBOC+Vsb6g1WhIjU/iXPZFV4hZEAQev/EOnnvrVS7m57L4KyWvMSosnKduv5+IkNBG+ZCgeA/LKiuYP3Eaq3du5sCp4zz9yvPU1tUxou9A+qa1nNfcJ7W735o5Bzn6TOq0WpJi4ggymiguL8WoNyBJEoIguCqdPadNhYeE1hOHcVHRXL/gOoJMZgpKiiivrqJntxTEBk3lzUYjQSYzltoaQnQapYdmg8Icg06Ptq4cXW0J4cGJlNdUoTV1q7dGqwms+fKBtRuVdmPduh/8vQUVH5Bl2TUq756rr/da7Sjuewex8ChyUCz2Cb/s6C02y7p1P1Brt/OrTRu47btvWX3hvM/HSt1nIQsiQuZWqClttz36nXYoRnHSOyUNgON5iigU2iKs3Ioeh6UV5ew5foR9J49iNhq5d8HtyIKIKNUhSC33sNM4c/z0IaQndvMqDAGKKhwhVGvzotMlbOv1OXQ8jpoWPIfO8YOmKGTHmEOh2nuIGCAmPBJBEHhgwU3ERkRxNjuTfy591xXuzSks4A9vvcr6vTvR63T89Oa7uWPOAlcuXEx4JEa9ofk9NYNOqyU1PtE9ohIINgfxp0ee5JaZ8xg9YAg3TpvD84/9nLjIaCJCvTdHDzaZ0YgioUHBPHrD7QiCQFWNhYiQMO6/ZuEl76890Ot0jTytzhC2k/CQUNe8aVEUMXiIdc+1IeageucKCwph765daDUaJQ/UFIRG9AgF25TXVUQiLS6W9MRuGLB67deq14ho5Do0ooBRI6CzlmKsK1a80w7v9xXnOVTpHFQ10YBUJbDYffwwR86eIjQomBunXdV4QeExxL3/BsA+9Y+XNBu2PamqquTtQwfJrKigb2QkM1JSfT/YHIWcOBoxazvCubXI/ZofFdhZaY82Nk6cuWBHcgqhO23TysYVVm7e1mRZpqS8jE/XfAco4cfw0DDsWjNaayUaezXoIpBkucncLq1d8RyGRyUiNyOUaiXHR1eLYWUvwtb5cwtN1wWHeJSNYQgmR3jY0rQ41Ot0RJr0YNPxizsf5Lm3XmXfiaP87J9/JSU+gaPnTmO12YgOj+DndzzgEiyg5MPFtCLXsCkMej1JsfFk5Ga7bjMZjFw/dXajdU2N+RNFkWBHP8QxA4bw9x//H+dzshjau98ljwZsCo0oEhYcokwI8UAQBNITu1FcXkZphXcPr8lgICU+Ca1GQ1ZBnmudt9xEz8pvs9FITV0tBr2+0Zfv+KhozlzMQK/TodNqXZ+bwVoJQ0iwMkpPlkHUKLYnimCtAcmK0RAKdVZAAslWL2VEqClGJ0hK6xpBwKAzYLRXQY1GybGO7Nls2yN/0OrdnD9/nmXLlpGVlUVwcDB9+vRhxowZRDQz71BFRcU3/vOV4jW8fc41jd/kbLVof/gtgmzHPuAW5KQxXs7gX6okOy/tUXrDPTNuQj0vhi9IveYiZm1HPLUc+xUqDtujAbaTAd17IQgCh53isKZE+TC7jJxvoc4ZVm7ec1hpqWb74f1k5OUQGRrOzFHKmERJGwTWSnrFRiNGKF8WrDYrNXV11NbVYrNLCIKSzB9+UbEXwRjabLjYKhpce2s+rOyllY3GgCzqEOy1ivdH24QIdXqvjeHIZkUcCtVFzV4vRmPBYsklOS6FPz38BK988h4XcrMpqShzzS6+5+obXHlrWq2W+MjoeuHNyyXEHER0eASFpU1/MYgJb16IOkPL0LgVzKUQFhyCLMuNcvrio2IIDwlFo9FQUOLOjw0PDsVkMJIQpUeSJDSihupaC7V1dcrt0TH1ClkSomKoqa3FLkktel+DTGaKy8sIauBhBMUGQ8xBbqFmrQbJjkaqQ6PVKnO2bTXKrG57rSICJatymy4IJEeSrWRTxKMxXLmtpgQDEoLDOxgeEuLOObTXgSyjs1sQrYHjxGmVOHz55Zf55S9/ibVB2bZer+fOO+/k+eefJyam7UMlKpfPzJmzW16k4lcOnznJtkP7MOr13DGncdshcfcihNJzyKHJSGOe8MMOW+ZQeCSlFy8yKakbM1vjNXQgp01HFv+CkLsPKvMgOK4ddulf3DmHbf9eGRoUTEJUDNmF+dhFAxqpFqyVl+dh9jGsXFZZwfKtGwBYMHkGOq2WYJMZrTkCLHlobO78QJ1Wh06ra+SJEuuUMHHDauWGJKX3hSN7mvcc2mq9t+ARBOWxWIqUnERtE6+DUxwawpTiIXAXE3mjtgLD94/Rq66SY2NeJDEmgecf+zmnL16gtLKCtISkegUq4SGhxEdFu3rdtSWxEVFUWaq9Ns02GYwtitEQcxAaUcTehIe3pd5+DdcmxSh/x2ezMl1hdqPe4GqjExMeSXlVJbV1dQiCQHS44mwSRdElTCVJoqK6qlHzdOe6brHx1PpQ7RtsMqPVapt8DuIioxFkCWSJmRNHK+JPsin/kB1iTlL+l+xugSjVgWwDSQa7VRGW+iCQJJDs6Dza3zQMfWOvRW8txVDbtGe6o/H5a/2mTZt4+umnmThxIsuXL+fkyZMcPnyYr776invvvZelS5cybNgwTp482Z77VblETpw47u8tqLTAvz55D4BbZ19Tr/cYgJC7H/HgB8iCiH36X0Db+Fuvv8koL+ftI4cAeHbchEvrUKAPRk6dhICMeHZlG+8wQHDlHLa95xBwjVmsFhw2crmhZW+NpBvgnPJx/MJZTAYDU4aNwmQwKB/szuNaCgGD29PXgjgsKHPMVa5rJufQsxiloS06z1/bdGhZqC0FlLCyp+ewyfVnVyNYihHsdcQWKnOLRVGkd0o6o/sPricM48wiSdGx7SIMQQnLdotNaOS51zhElC/HNyWeosIi6JWc5hJwLeHMxRQEgYRo9+zruEh38Y0gCKTEJWI2moiLjPY6Tk50hKCbmohj0OubzFFteJ6e3VIaCzRHkYpBr0dfVwz2Ok6cOOYhAG0eP9vd4lC2K//bat3rbBZFIFpKFOGIIoYN+iZ6vVYXgK22Xj6kv/FZHL722mtMnDiRtWvXctVVV9GzZ0/69+/PggULePPNNzl48CDh4eFcd9112O329tyzyiWQmXnpI35U2p/9J4+y7fB+TAYj989vEE611aDZ8CwCMtKQe5BjB/lnky3w6r49WGWZhb36MCT20oWP1GMOAMLZtW21tYBCqG4/zyFA72RlUkqJzTF94TKLUryOoGtApaWa77dvBGDS0FEEmcx0i01QPsh9EGIufBCiAIXlTnHYjOBspgWPs/K62YplZ5NsYwSYHEKmmZxDMe+A6+fw8hNNipiosAiirbnNngtbbcsFMy2g1+ncrwFKRXNKfKLPc3wbfkEFxeMbF6mI3NiIKEyG+iHchl8I9TpdPZFpNhpJiUskOS6BYLO50dr0xG5EhYX7tL/LoZEot1ocIWSrYlO1ZWCtJjPzosMr6BCFskMMyja3ELQ7PIvWKuVnW61yvGRVQs8OGw0yGgn2EsoGXHYfSHmHPovDbdu2cd999zV5f/fu3VmxYgWZmZl8/PHHbbI5FZWuwr8+eR+AO65a0KiKUNz9JkJZBnJ4GtLwR/yxPZ94ZtwEFoSG8esxYy/rPHK38UpOWP4haMZT0ymRZbfnsB1yDgH6pSuTUgosjiDuZXsOWw4r5xYVsGn/bgBmj5lITHiEW4Q4+wL64DkUHGtaCitbRWO99V7P1VwLHpc3swnBKtkQrJVKo3J9sIfnsJmwcslZ14+asvMkRjd+fSNCwkgo2492xU/Qfvcjl7eqEU6BcpkEm8307JZCt9h4enRLbewtawaTwdioEjguMsolAAVBICkmHq1Gg1FvIC0hif7pPenZLZXI0DBXOLmhYAw2m33y8PmELDf9HPpCXZVD4NUq/2oroCzD8XeapwhBe51DIFodXkJJEYGg5BpaLY4cwypHwYpdud9ep9zmFPmC0GLur9hOnuRLwWdxmJ+fT48ePZpdk5yczL333stXX311uftSaWOGDx/h7y2oNMGuY4fYdewQQSYz9159Q737hPxDiIcc4eSpf2w6eT4ACNHr+dP0GaS0MA2lRfRByEmjEZARMja2zeYCBWslgq0GWWsCXfs0ph/YozcAWZWO/KvLbWfjEofeBZssy6zfs4Paujr6pHYnPTGZKI+m1U6hJ7RQHQx4LyDxQkrPAY71zQjO5s7l9CY25c30FMSCqHgPoekWS7KMUHbe9atgKSJMJ9MtNh6dVodWoyEuMorEmFjEE18rtl1yGgqPeT2duP9tND/8FpoToz7i7MGo1bReeHiKQbPR1CjUbNDr6Z2STo9uKS4hadDrSYiOpVdyWqvE6CVhs7jbGXnOJba3kHvoLByx1TjCwQ4vn809UQVZZvig/srfjzOHUHJ4DZ3nr6tUxGBTOMWij7S2gK898XkndXV1GAwtfzBNmzaNvXv3XtamVNoeNdQfmMiyzKuOXMO7511X/83XVotm/bMIsoQ06K6ADSefLimhypGc3lZ2JqdOBUA8v75NzhcweHoN22lqVGJ0LBEhoRTUKB6Vyw8rO7153kV/dY2FjfuVCvWJQ0YQEx5R31vUCs9hSzmHks3Oka/28d2fjvPG68P46EUbu9/eRF1l48KL5lrwuOYrNxVWdj5nhnDlf6Pj/5pS754qS7HSkFsXhBzhaP5ckUNYcAi9U9Lok9qdaEeFsJB30HWY6PGzi4psNIc/Riw4jLj/Xe/76yBMBqOrEXlTuYp+nX5mr3ULNaeQlmWoyPG+3rnGUqQIN6lO+ecUf1ZL/dPb7fUrkF05hQ57a4Xw84WmUhH8Qat24osRxMXFUVh4+d92VNqWAwf2+3sLKl7YceQA+04eI8QcxF1zr6t3n7j330p1clgK0sgf+WeDLWCXJO5buZwxH33A0aLCNrMzKVWZDCNkbW/0ht2ZcfU4bIcG2K5rCALdk1Iotjre3tssrOxdsGXk5XDozEk0osiEISMa56q1FMJ14qou1oGmsSOiNLOYd65+hS8eepdzm/PJyQ7h1EEtK375OYvG/YWsPefrrXeHlb2IWn0IOdlB7Ps2g4rcxuFbzx6HAGj0yFoTgmz33ni7Kk/5PyQROVgRUUJVbuN1NaWuHE7lQZ1rfO2sna6fxaztjc/RwYQFh5Acl+D/fDibxxcAZ0N1u9Ud4rU6ikDstcpr5Bx36Lm+ttxRPGJxt6KxO0LGNkdo2YMDR0802EONcnw7tZwRA2jMcKvE4dSpUxkzZgwPP/wwr7/+Ops3b6a8vP43L61WS3V1dZtuUkXlSkSWZf71qZJreO/VN9Rr6yEUHEE88B4yQkCHk5ccP8bx4mIMGg09fKxe9ImgWKSYAQj2OkUgXim0c76hk17JqZRY26YgpaWcw1U7NiNJEoN79SUtPqmRE0HWB7NlcxIHVhVTmddMAYhnGNjLh6QpwowsSYQmhtP91m48+Mg+brgzj8RhKdhqrUSkNxDcThGmD0WWZc6uP07e0WzXY8nPD+Kbl7L41/A/sOxnSynPKfV4zA7BaPDI/3UKRS+FIs4Z1rIpCoKUti2CUzB6riu7UP93b+Kw2KPjR+l5t/jpCGQZSi+4xVRT2BqEYFvCWt3yOb3hGfZ3FHIhy+5eoa4WMzg8gHVuT2JFtvL3ZqtV2mKB4/5at6h0ikmbF8+zN5znltonEicIgeM59PmrwOLFi9m/fz/79+9n6dKlvPXWW643gZSUFIYMGcKQIUPq9fJRCRzS0tL9vQWVBmw5uIdDp08QFhzCHVd59DW01+EMJ9sH3YkcN8Rve2yOKquVv+1SWnb8duw4DBpNm9qZnDYNCo4gnl+PPYDmR18OQnX7TUfxpG9aD9bvdXzQXI44lKwINguyoFGa/Dagpq6WzY5ClAmD3V5DWZbdIlEfws7tiZSssCC8+SxDbxvD1F/NIziugdhsIaRsCDZy+9JHEbUi587uJ2XXxyQbcuj/j59RdLYAc6SyP3udjT3vbaVvTAmmai1nd9rY9odXyNx5jj7zBnHzew8iG4KJi6ui9wgdp/bZ2PfhNg79bzdjH53G+J/MwOjZAFuWKTlfRO6BOKQymdDkYyROj0Nr8Pj4tHiO2nP05qzMb/wgShVxKMUMQCw4glB6odESoeiU+2fZDuWZ4AxVOynLgJAkZVLH5eBsv6J3vLbWSsXrVlsOJo9G2fY60Hi0WbEUKSHV0GTfrmMpUuzH85xOJLuS1+m0F2fTdsmuPK+GEMWz54wgeIo5uxVwFKXYHb0GPYWbrUaZh+0qKJEUoeopEpsRuWnJSb49vuaoq1REbkjLjcRFMXA8hz6LwwcffLDe76dOnWL//v3s27eP/fv3s3PnTr755hvAzzkIKl5RxWFgIcsyrzq8hvfPX1ivKlDc+x+EkjNKs+tRj/lriy3y5oH95FZVMTQmlut6KmPb2tLOpLSpaHa9hnBho/KGH0CVfJeMy3PYvsMCBnbvxRd1bRBWrvUQbF7e1zPzsjmRcQ6tRsPU4aPRabWUnC/k6x9/xHVv3EV4ciTogxk3PovTF9M5dVhk34fbOPr1Pmb94TqG3jnWXf3qZQ7y0a/3cXrtMa55+VYEUcQcpeQvJnfvB7uAuiqlaXJPd7P0La+uZcMLy1G6ZI4HFO+cKcJM0og0RbjqQ4lPqOL2p2Tye/yGdX/5jmPf7mfzP1ex94OtzH8shoEGJay84v8+Y8+7W4Aw5d//vsUU+QPD7x7PyPsnEpoQ7uE5jHCJQ6+eQ0eoWU4YDgVHFNHUcNRapeLdlEO7IZRfRCg9785jBEXgVOYquZwNxZbkCHv7MAcbUOZHWy2gd5zf+XrXVbrPbatRwt8RPUGjc9/vaBSNICohXGs1hCQ69uHwdoqO9dZqQHCfs/QChKUoNmUpUvq2GkKUdbYaZZ29DuwO4eZsFyNL7kpg13Vk9/Wc6zyxOiKZzp6YrrzDkhZzBlslDqsLEErOIieOrve3otn5KmLBYazT/gLhac2eIpDCypecRNCrVy969erFTTfd5LotPz+fvXv3cuDAgWaOVPEH69f/wPz5jaduqPiHDXt3cvTcGSJCw7htznz3HYXHEPe/7Qgn/yEgm10DFFRX8+q+PQA8N36C602tTe0svLv7AzLvgPKB2slxTUdpx5xDgO5JyVhExXbsVZfRDsgZUjZ6Fxvr9uxElmUGdO9FYkwcFbllfHjj65RmFLPuL8u4/s27kQ0hjB2fzZioUPKGvsLq33/JqdVHWfbUUo58tZcb37oXU0RQvbCyLMvs/u8mVv72C2RJptfsAfSb7/agr9+0ies0BscIvBrQuf9Ouo1Mo8+8QWRuPoS91kZ0rxj63TSZ4XePxxBsdF3D+fiiesSy8O37uLjrHKuf/ZqLu85ht5jBABjCiBuYhCkyiJTuFoy2HLJKulN4oYotL6/m7PrjPLj652ApIj/fzJEvrJRXZmA51g9dWAmxJ9bR56pBRKQ5+iQ6hUlwArIxEqGmWPGOOT3JsgzOvNSEEYrtV2TVG9knnFmFZt3vkKP7Yr/ufUWcOamrVK7hTRw6hZwndVXukXAag1scWi1uD15tufJzbSmYYxx5dw4BZq1SvjhYlKbRBMUpX+Icj4GQRId30u720NnrlOOsVYrAdVb8GkKU22y1DnHoOM4pCMEtDF0NqZ0tZRyexObC187QsrOq2Ycw9/qtO5k/a2rjO2y1CDm7QdQiFJ9GqC5EzHbnitr73wI6E+LJbxEc/Sx1636LlDIZOTgO8fRKsFmQk0ZjH/Gox+tyBYhDb8TGxnLVVVdx1VVXteVpVVSuKDxzDR9ccLN7RqjdinbdM0o4eeBtyPHD/LjL5vnbzh1UWa3MTk1jQlK39rmIICClTkFz6COEzC1XhDh05U21c1hZp9UREZsOZCLUlDQ/f7gZBEfunbdKZZvdztaDSmeK0QOGYNYb+eiRRZRmFJM4PJV5L96sLHRVK1cQ1SOWWz56mCNf7uX7X/8Pq6UOQ6gi7OSacmQZcrKDWHf3W5z8/jAAU345l75XD268OX0QWGoVUekhDrtP6UP3KX3QfPsQYs5ubFe/2WgOuata2aNIptuodO797gkytp4hrvgDyAHZGM7Q28Yw/K5xaLa+gOboemzjruVC1Wh2Lt5Ir9lKSx3BUkJ+npl1S51Vsg7xv/UrVv/+KxKHpXDrx48QWl2IJMG5Y2A5noK1UIcpag+J0yYrYfHaMgTJqlQ9hzu8eZX1PZDioQ8RZDtCwRGk/MPIcR7PjbXKXWjh4Y3EWq146DzDwJJHSxZLsfIcOj1pst0tup3PUU25Ig49p9LUlIGgdQu/ugpFmNaWK8JSlpXiD3CLOmdBj7Va+fLrWQTiLCpxrncd5+EpdP5srXJXjjvD+tZm6h3asLJYPLMSzdFPmry/qfvEBq25hMwtSAkjXPbZKcPKKp2b0AaNlVX8x9pdWzmVeZ7osAhunjnXdbu4778IJaeRQ5KQRv3EjztsmdlpaWzPyebZcRPq3d7WdiYnT4BDHyFmbkUaHdjPiS+45yq3rzgESE/tTW3dRgyiFavNcmle6GaKUYpKSzh0RqnmnD5yLNtf/4ELW08TFBPCrR8+hCHE8aXHGSZ2VI4KgsDAG0aQPqk3ddV1iBrFa3Lo2zMse3EiNlsdcBidWc/8l29j4PWNvxSEhoZBlcNjVVfpVWy7Jrt4rVZ29jmsXyAjCAKpE3qiWen0Yoah0WtdPzvPmzK2ByljPfr+WopISKhk/D19CO2eSuixl7HYwzlrm8+pVUewlFRhjgpyeQ4/+PEOZCkUCIUvvwdhJQmDu5E0IJzxsSaiesUgB8dx5HA0x7+/SMSElcT0SyA6PYywzFMgaREEGf3FbQ3EocVRLGKpn7tZW+EOBTu9VM4GzqJGCQvXlEL5RcSc3UjdxoM5WrnPld/nEOKOsYKu589TLDo9iLIEMoqA87zfWu3+vbYCtEZHvqDTu2hxHCs38BZ6CEanaKzyyOn0VkF+uVir6a25AKXnla4R4ekItWWIRz9HLD3b8vE+ot35L2wjH0dOHo/YGQtSVDo3kydP8fcWVFBm0L762QcAPHzdLRj1jirkohOI+94CUMLJusAMJzuZnZbOrNS0RvnFbW1ncvwwZI0eoei4Mi3FHNXyQYGKZANLMTKC8sHbzgzq2Yfi/SIJRknJrwppW3G4Yd9O6qxWenRLwVwg8vULywFY8OodBMV4CBNnsUNdpTtUCQTFhOBZ4lKSVY7NJmIOE+l/4wQm/mwWIfHev2xMnjwF+cv/IACCtcq7Z7SZ8XnusHJTTbBLlf+d/Q09f/bSCFuwFBEVXcOMh6ZCZC90//0dslDM0Afvwlpjo+RCkTJfuLoAQYSeU9LRWrIw1GZQbO9J1vFqcg5kknMgk563m4kcEgtBcRQUmDmwSYZNyz2upkwgioi08ERfdxPtt696CbnwNGZDFcbUfhi79cAQZsIYZiJtSBCJfUPBVkNNNVQVVmKsPErQjt+gNRiwTf0jGMPRbntRCZFe3IFt5t8btXahLLPxc+XpkbPV1C/wqMypH76tKnB7/uy1SkUxOHoTZrmLSZwTS0DJO7R7hI09w9NtRV2VIoQdYlUoPIqQs4cBZatg3aq2u04TiGe+x548PpCiyqo47CqsXr2KWbNm+3sbXZ5VOzZzNiuT2IhIbpzuSL+QnOFkO/b+tyAnBO40m2qrFbOjI4G3wrM2tzOtETlhJMLFrQhZ25F7Xd125+5oLMUIsqS0O3Em6rcjQ3v1o3iXhgSjRE1pLkZnsUArcDaJbuh9k2WZzQeUKuXRvQax4olPkGwSox+aTM8Z/eqfRNQha40IthrFM6SrP5LNyZSFZialb0Yc/yPk4Qub3dfq1au4ylN0eqO5Oc36YGQEBGul12InwSEAXX0OAdnpOfQ21s5VrRwJGh2yPkQJWdeWoTNFENs3wdGCRck/u/WjhxEPf4xm12rsg8dSM+hHZO05T87q74nW74bgOOTgePr1LyQoUk9B1O0UHM+l8Nh5akoqEUQRo9GGUKS0vZFlmdyDmditOiAcTuYA7kbQs54aQmJ8PATFcWrNOb569APHPaPQ6exoDZ8j6rRopB488bNidOUZCMUn+fafFyk8W4rWoEFn1KI1atEZRPQVJ0juo2HAj+4DjY6ailpOrruAIUiPIViH3vW/DkOQHp1Jq7xfNBSbnlNNPF/Hukr32ppyt6Bs6OktOAJaU/2CndbgaMmjXfNzMEVim/g7hIIjaHe9emnnawFZZ0aO7o+UPh3ZHItuzc8Bt70FEqo47CLU1raiJ5VKu2C12Xj1U+VN+ZEbbnfNnhX3v4NQfBI5OBFpzE/9ucVmsdhsTP7kY6Ylp/Dc+IkEeWlb1R52JiePh4tbETO3Yu/E4tAZUqYdi1FkWebEikOUZ5Uy4oEJHJD1yLKVN+YtpduIfUx4chaJQ1N8P2ETnsOK6ip2H1NyAqeNHYdOW8WBpTuZ8UwTxUj6EMXjU1vRpDgUbJXo9RJ2Y2iLOZK1tTXNT16R7A6PouBeV+9iouLRrKtU/hkbeChb0+dQltzeRGc1rilSCcFaStyj9+oqHPmEZtCZkB0V60J1IfogA+mT+9AjaD2aPdXYzTFgjiY2vobYuDPYHpgPGh3i7jfQ7F2Mfcg9iIeXIFTWKc+pPpjH/p+JmmObsVRrsVh0VA1+mpoqmZr8XJKrP0C3rgjbhF+h0fYmMj2amvwcaixarFYNyoAjG2BAEB2TdbL3kHdCR/YhLy15ELGV5DBoziqkXldTej6fr3+1zss6hft/baHbtDHI3caxefE+Tqw97xaPwXoMQXr0QToiuoUwbGE/V8g4+3ABhmAdxlADxhA9Gp2HiC+/iHbzX5G1RmyzX0YoPqVMkdK0/MVLKD6FrDWh3fCs8qUFwFqNbvmjLR7bHFLqFKRu46CqAKEqX/FAVhVgH3ALckx/7NpIco4XUXOiFkt5JXW1v0ba9zGS1Y605z16X9WfqKv6XNYe2gpVHKqodBCfrllORl423WLjuX7KTOXG4lOIe/8DgH3qc01+cAYCi/bv5UJ5ObtyczBewpzWS0Gy2bGEDsdYJ6LJ2Oq94rKz0M75hnWVtXz75BKOfr0PQ6iJYXeMxa4Po7BQojK3luPfHeT4dwcZdNNIrnr+RoxhPthaE+Jwx5H9VFRXERcZzeCefQkaZGLEPeMRmhr/pQ9WGhfXVQJxXpd4a2XTLK5cRi+hYadg1Ac3bS/6UIc4rKgvDmXZLQC9hZUbeg5ryxFkO7I+2NULUDZFIpRdQLAUu71azsbNzpQCc2z928Fd5RsUqxSUmGOUljjVBRCS6GqiLYd3R47ogVB4TJnRHD+MaO1xhGT3c2GbY0JOnYS45W9ojigeS/HY/+i/8FMGjNOh/eouJHMctZpopNwTSHYRm2BCHvtT2PUKYu4+rnn2Mayr/o61Tsaqi6O2163YD36JrbSA6GgL4oX1SLEDMe3+O4MGJ1AT1Js6m5Ha8mrqLBK1VTZqK6oxVh5Fs3svttjBFJ8vbUJwQsLAGEUcApJd4r+3fIHnNwW9WYcxVI8xWMvU20IYaATBVkPGR29ybFMlYtRetKGRaKlGjOuNRrShDQlj5K0DoKYM8eS3nD1hxn5qHRqNjEZjRNTolZ9FmeDgOkLDFC9lTY2GwgIzkiQo/2SQ7CJ2u/J79x4lGAyK5/PAyX5crBuLZZeGmrIsasprsZRrqCnvTbehk1h49VQALAXVvHPbVw0edarj/xqipA+JmnNXQLzHqeKwizBnztyWF6m0G2WVFSz630cA/PyOB9FpdSDZ0Kx/BkGyYe93E3LiKP9ushmyKip4Za/SuuYvE6c0OSD+cuxMstk5/t1BMnecJWvvBcoullBVUIEsycBEZs05y9irj0NMf6oKK8nee4H0yb3RGjtH4313A+y29xxW5Jbx0U2LKDieiz7YwNRfzkUQBfQhscQYsxn4s3JCbNez662NHPpsNxnbz3Lzew8QP6j5SnNXtbKhvmdt/Z6dGGs1jInrR5BJyWVsUhgCsiFEyQ+sq2jaK+gSdC2Lwzlz5iLvUkKqQp2XnEPndJQmRv657qukUagSa5Ui9rSmeo2fXRXODT2HHg2wXTi9hR4NyAVHSNnZxsj5v+AhDhsWLMnBcQhVeQiVucghiUrza1B6BEb2gsJjihcsqg+UXUAWRKT0mWjOrkLI2aOIQ49xfELxaagudI/oi+6LLnUKmk1/QsCGvd8CpIRhShpAeQbxUWvQpDoeHyXYhuSjtR5QmqKLWoSKEnQ//IbocLjpllLkoGKkxJFoTn2HHJKIbdLv0X7/UwTJCjIIhUeZeouZkQPrsMRMprZOh+3oGmqIoDZkAOYwR+Wz1oj9xA8kptiw2MOpKa2kpkqmrtpKXbWVcsCWl+/SVXlHC9i5owdgB5zP5z4AtDqZsWGLkIPiEItO8P1rIygoGIg3xo6/yLyrlWKTnJxg3nmr6QEEP31yF4YYC/Y+13J8cwRHVpzxuq4i310sYwwzkDgoVhG4oQYMwTp0tmJ0Bcp7a3RMtfIat9APsSNQxWEX4dChgwwfHri5bFc6b3yxhPKqSob3HcD0kUpCuXjgPcTC48jB8UhjnvDzDpvnuW1bsNhsLOjRkwlJTTeGba2d2a12V6hIEAW++/mn1JTWb0dhCDFir61Bp5UQL25DiunPieUH+e7pT9CZ9fSZN4gxD08hcViqt0sEDu00Os9SUuUShtG947jpvQdcTaHDYlIhez8SOUz5zTyG3TGWr370Adn7Mnh3/ivc+J97Xe1YvOIlb6/OWseOwwcYfTgO8858zkw4Ro/p/Zo4gQOPdjZNX8sHQefg0KGDjGwm51BorhjFgWwIVQRrbXl9cenyGjYINRvCHfssrX8tVwNsd0Nq58+Cpdh9bmePQ6eIdH5JqPIQh9WOtjVOr2JQPHBQKeyQZQRHQYgcloIc6aiWLj6teBBlCTk8HTlpNJxdhZC3H6qLEErPIos65LBUxJLTCBmbEXKVFkRSVG/k6D7YJ/0eLIXI3caBICLHDkLI3oXm3BrH9VIRyi6g3b1I+T1xJHJQHJqTyuALWRcEWgNCVR6aU98pj6UiG83uRYowdD6+vINEZu8kylSJZK5ETumHpk6ZsmSdNgnt7jfg+1Js0/+K+cQ7PPow2Ptej+b4ciQJaoL7Upt1jhqLlrBwd/5ienopV88/jdUmYrcJ2GwidoeXD0HJ6XPm9aV3LyMissbhAVTWKP9EwsLc5zQabCQllSOIIIqy65/iZZTQ6iRswx5CTpnEgKszSRgYiynUgDHMoITBQw2YQvWYwoyuc2r1Gh745HoaIu4vdT3XtsLjyKo4VOkosrOzVHHoJy7kZPHJ6mUIgsCv7n5EScwuPoO4598A2Cc/667oDEA2Xszkq9OnMGm1PDd+QrNrfbWzqoIKtr+xjoOf7uLxHb9DH2RAEEVGPTgJUasheXQ6kd1jCI4JQaPXIpxbi3b1z5Eyt8CwB9CHGIkf1I3cQxc5/PkeDn++h+TR6cx4ZgHJYy4xOb2daY8G2LZaG0vvWKwIwz7x3PPNT11j5ADik3pBNuisFeQWFZDcI4F7vn2CZT9bwqHPdlNyoYUG2S7B5hZKh8+cImqPnfhiM/pIA7H9fSh0adDOxhvNtp5pQHZ2FqQ0k3PoDFE3JzSbCEsLrkrlBrPCDSHIgohQV1m/j6BnMYoT58/O+/AQkc6Ke30IssagFMVYq5WUkqr63mXZUUQkVGQj15QgWCsVIWaMQI5UphIJxachRPEASzEDkFOnwKY/IxQeR8jcrJwnui9ydF9wisP8Q8rtqRNBY0CO7gP0USrJNXqk+GGI2bsce4nFNuonruIJAKnbOOTInogXNkBtOfbBd4E+BO22F5VjghMQKnMQHdeR4oYi5u1Hc/4H9/NRcAzBUur6XXPyG4SKiwCIp93V2UKuMlRDFMFcfRxzBBBRv7AlIbGKhETf2tnMX3Dap3XxyTYeeWx/s2usaVMB6DM9zadzNoU09D4whKA5/qXS8L+n/3tFq+JQRaWdefHDt7DZ7SyYNIN+aT2UcPKGZxAkK/a+NyB3G+vvLTZJnd3OrzZuAOCpEaNIDvFxLFcTVBdXsfmllex5fys2i+JRyNh2hp4z+wMw9ZfzvB4nJ41GFjQIeQehroqB1w9n4PXDKblQxJ53NrP3g21k7jzHu/NfYexj05j1h+sua5/tQjs0wM4/mkX+0RzCukVwx2c/qicMAYxh8QBE6OzsOnqI5LgEtAYt175+JwNvGOF63pvCHVZ2v+5rPl7NgDORyMD1b9zdZLsZT2SH57DZsHJNYyHq2zm9iMMW5jQr12minU2N91C6UsQSouQceswedk7A8PQcuoSlhzjEsc7lORQEpTip4qIiCkMSlYblgugWlx7iUHCElOXQZBAE5Mieyn3Fp8GkXE9OGAbmaOSQJISKLDQHlGb7cvxQ5NiBcPQzNOfXKrcZIyBmkPJYKrIcz0kYBMUgJ4xwVVzb+1wHIQlIsYMR8w8im2OUBv2iFtvsfyohfMcXHtv4/wNbHXLcYLQrf+p6bez9b1K8mx7VyoJsVx67AzFrh/vnc2vdP7dhT0FfsKfPRE6eiBzZgzWrVjC7lwFZZ0LMP4SYsQkAWaNH6nNdm15XjhsKx79EPPE10vCHvM+h7kBUcdhFGDlytL+30CXZeeQAG/btxKg38OSt9wIgHvwQseAoclAc0tif+XeDLWCx2RgcE4OEzI+GtjyxpSk7kyWJfR9u54c/f4ulRAkb975qIJOemu1bOFgfghzTHzH/EELuPuSUiQBEpEYx87lrmfTzOWx77Qe2LfqBbiPTfH58HYng8gq1nThMHJbKg2t/jrW6jtCE8MbXdHipInUSq08d5YZpSpshQRDqCcPC03ls/dda5r6wEJ3ZnWfnDisr4jD7UAbV/z2LBoHIG7vTs6VwspOWPIey5FueoIORI0dD9aGmz9lMf0bXJT2mpNQPK5cq/zcMK4NSlFJbpqxp6B00egkre+YcOmZcyya3R1IOikGouIhQXYDsrLI1Rbq8kk7PIZXZUO7oMRju+HsxRSMbwhQBf175AifHDnH8PwihIgvBIazklCnIUb2RdcGKpxKU5tmCoDxHVXmKN9QUqbRZCorFNusfiqANU6rb7aN/gpS9Czl2sNtrqjWA1u0Jl+PcOXr2gbej2fsfpdtAeBpydF+EPMULKKVMcgstQ6g7DcD5XHmEoi8F29inkUOS0Bz9FCFrB4IPM4Lk4ARlAMHQ+1y3DRw+BilGKSCyJ09ASp+FrDO5C4ZaQmtQ2uWI2hbH9cmRPbH3nIucNq2x19oPqOKwi2CxWPy9hS6HXbLzwvtK6PiBBTcRExEJJWcRHXk79snPeG+zEUCEGQy8OWsOFXV1GHyoUG7Kzr545H2OfqUkiKdP7s3MP1xH/MBWDLUHZaB9/iGE7J0ucejEEGxk6q/mMfK+iQTFusXFmXXHSR6djj7I0KprtQuuVjZtm3MY1aPp88mOD5kIvcSRs6eps1pdLZRca2SZr370ATn7M8k/ms11b9xFdK84xzxdZ0uXUDJ3nmPJHf9GUyeQFVfF/X+4xfdNOu28qabT1iolZ05n9qkHpMVicZ/T6i3nsBVh5YbCxBFWlp05hh7IxjCEsgZ5ig7Rh7n5sHIjzyG42xpVFyA4xKHsYR/usHIOQqmjUtkh1pzeQyFnj7uAxpGrJiWOQjzzvbJeH4ocPwRELXLSaARHaFdKn+E6D0GxSiNorSM/TmdWUl080110ZiVk7TxGbl5wyalTsCWNUWY2A/b+NyNYipHihyF1G+cSh1KPqxDPrq4npH1FFjSKBxKQzdEIjrxOObof6EzYRz4Gg+9GPP0dmlPfIYV3Ryw9i6wPRagrR9YYkCO6I4elIg2+q9H5LZb6rblceZ6+og9RvvhojU3bvgfSkHsgKjBa2fi/XtoLixYtIj09HaPRyIgRI9i0aVObHNPSmueff55Ro0YRGhpKTEwM11xzDYcPH26zx+VPjhw55O8tdDm+3rCGU5kXiI2I4t75Nziqk59FkKxIfa5TvlEHMJLHm3+IXt/MSjdN2dmgm0YSkhDGDf+5lzs+f6zVwhBATlKquT2rLxsSHBfqas6dsf0MS2//N+/M+yfF5wpbfb02xVqt9N3TGJr1ZvnK2j99y67/bkKytTAv1uGlitRJnMnKoKistNESQRC49vU7CU+JJOdAJv+Z/iKrfv8leYfOYau1IYkG1+SI2soasqOrqL4ujPiYVuROGrzn97lo4KFsiSNHDjXf59DphWymIMV1rYbVyk0VpIC7KKWeR9ARVq7nOYxw3OcheGoaVzW7KparCtwzlIM9Wv0EJyj/V+a4vYDh6e7jPTocyAkjXc285Z5zXV8MpD7Xurxc9iH3IMUNxZ42Hbn7HPd1jOEQ6vE3qWuQAy00+GIYklRf5DaF1uiaiEN4GrYZLyANuAXCUrAPvB0pZRJSjzlIPZV0Enuf65CcM6Wpn58re4wPcf0clox9yL1IsQOxjfsFclga9h5z3ROmRA0Yw5D63YRtwq+xT34G67w3sV31L+z9FmIf+xT2Sb/zKgwBjpzwLT+x6cdvUp57X7yMAUbAicNPPvmEJ554gt/85jfs27eP8ePHM3fuXDIyMi7rGF/WrF+/nscee4ytW7fyww8/oNVqmTlzJsXFxd4uq6LSJFWWal755D0Anrr9fox6g1KdXHAYOSgW+7in/LzD5lmbcYHpny5lZ05Oy4u9UHaxmP0fb3f93nv2QB7f8TsGXDfM62QVX5DjhiCLOig66XWEWUNMEUGEp0aTfzSHd+a+RNae85d03TbBswH2JT5+JzkHL7L11bWs/O0XFJ9vQfTqg5EFkRCtjCjZ2H3soNdlMb3jeeiHXzD4ltHYaqzseHM9i2e8wp+em4TFroikpFFpZN2oZ8uQHMYOG45GbNmT7MQ9XaTc+wIPD6XP52wu59CXsLLDcyg0FKzNiUMvLWpc3kHP0Y4uz6G74MfVysYzl8xZsVydr/QzBOQgD3GoNSo9EyUbgrNAJMydhiH1moes0SMjIPX3mCqjM2Gb8zK2Cb9CGunR2DkiHfv4XyCNehy0zXzh05ncvfYMIe5QNiiCSx+ieEqdtqyr3/anEZrGnnup19XYRzwKWiNSr3lYr16M1P8mVxgbQEoc6fq5Xsh6zBOKEBxwG1L3Wdgn/BpCu2Gb/hekwXd6ub5OybnU6JTHo9Eh9b1eue1yEQS3eHY+Z6JG8bpq9IonvKG47gQEnDh86aWXuPfee3nooYfo168fr776KgkJCbzxxhuXdYwva1auXMl9993HwIEDGTRoEB988AEFBQVs2bKlXR9zR9CjR09/b6FL8d9vPqO4vIwB3Xsxb/wUKDyOuFuxNfuUP/jUy81fWGw2fr1pA0eKCtmZ2zpx2KNHT06vPcbiaS+y7GdLydju7v2lM/nmfWwSrRE5bjACMkLOnhaXx/SJ54FVT9Fjej+qi6p4//rXOLXqyOXt4RJx96+7vEplWZZZ+Zv/gSwz+sFJrpY1TV9YdDVvjtBJ7Dx6EEmSvC41hpm59rU7eOiHXzDk1tGEJgSj0UjYNYpIKiorZXfFKWQRpo1oZRGVs7jD2+g53L0DGxWBNEGPHj09PIeNq1R9Cis3UZDSbFjZi0fQm+cQQ5gS8qyrUGYAy7JbUHrmHHr1HMbXv2ZosrLGKYI9xCGhydiufQ/b3FeRUyfX32xkT6WtjWdjfV2wIlxayusURLf3zRSteACdv+tDFEEk6pTXVaOD0BRF1Amicj1Pr6JGX19cNoUjhC2lTEbWGrH3uKqel9TefyGyLliplE4chW36X9pG3DVDj7Tkpu90CkF9qPJ8ilolPK9xeNo1RuU2rUERh55fCkWN+74AJaDEYV1dHXv27GH27PqzWWfPns3WrVsv+ZhLOS9ARUUFkiQREeH/5NDLJamZ3nQqbUtOYT7vLf8SQGldI1nRrvude3ZyAFcnA7y0exfnysroFxnFw4ObbgLbEFmWyfr6NEtu+zc1pdX0nNGPqJbESyuRk8YAuJv4toAx1MQtHz7EkNvGYLNY+fSetzjxvR9SLJyNji+zGOXw//aQueMsQTHBTP4/HxuOO7xdkXqJ/SePU1XTfP5x/KBuLHj1Dp78/nqe/eNmgmMVEbZx3y5qrXWkJ3ajZ7dWjOCjmQbSTnypLvYgKSlJETrQQkFKM2LT6VW8bM+hU/R5iEPPimNLEVgrEex1yFqzEmp0EuSRc+jNc4gjf875c1hK47ZX0X0h2UuLKZ0ZwtLq3yYISgW0LwUPpkhF9LhEoeP58nyNguKUa4gahwhMV0RiUKx7jJ3eIZy0RnxBju6D7erFSIPvQk4chb3HHGwjH4fwdGxzX8M+6sc+nactSIpv5v3LEKqIPqfXVBekfBELS1Ees86sPC+6YKUPj2eKgyFcEZEBHG4OqJ0VFhZit9uJi6v/gsTFxbFmzZpLPuZSzgvwxBNPMHToUMaNG+f1/sWLF7N48WIArFYry5YpDUH79etPaGgYO3Zsc1wnnhEjRrJ8+TIAdDodc+bMZcuWTZSUKG8skydPISsrizNnlByHAQMGYTKZ2L1b+RBMTExi0KDBrFy5AgCDwcisWbPZuHED5eXKm9nUqdM5f/4c58+fA2DIkKFoNBr27t3D7t27uP76G+nTpy9r1qwCICgomGnTprNu3Q9UVSlvsDNnzubEieNkZirh9uHDR2C32zlwYD8AaWnppKWls369ktQcGhrG5MlTWL16lWuu7pw5czl06KDSiwylstBisbjy0Xr06ElSUhIbHS1SIiIimDBhEitXrsCqDPlk3rz57Nmzm7y8XADGjBlHeXkZx44dBaB37z7ExMSyZYuSNxodHcPYseNYvnwZkiQhiiLz5s1n+/ZtFBYqH8wTJkyioCCfkydPtOvr9NGmVdRZrQxK6U7BhUzEklUIJWeo0ESyrrgnkyorm3ydAJKTU/z2Oh3My+PVvbsRgJ+kpVNTVckqH16n7PMXufDWUcr2FoAACdd3J2h+PFnFWcRo2u51iqyrZQogZO1w/b358joNfHIskl7m0Hs7+d+j7zLjg4UMHzvykv+eWvs6mY6uZwBQIZspysy4pNcp88wFjv5GsdXBj45jzcbVPv09TaySiAFiDLAp5yIffvIxC+df1+Lf07h45fp5pdVsX/YNG08qlaaxphBWfr+iVX9PZlsJcwBqy7y+TvaDGxkGVFhFynNzW3zfe/PNRfTv159rERDttRw5uI9zGZmu1ympshADsGnXAUKKzV5fpx37jzIBqCrKhpoa19/T1PwLRAB5pTXsPPBNvdfp7IlzjADyL5wgehysXbmMq2zV2NFgFQwc2rvH9fd0tS4MPQVsWfUlVtHILEAyhrvsNiIiggkDFM9UdcEF6sR8IoFjmcWcPq6sGTNmHDJxOL/al5q6Yy0p6Zj3vV37Ha/TPuV1yszizKHtEBTPgIFNfT6tdL9O44eyce33lEsm0BqYOmoA50+e4nxWLmj0DOmVovw9HTkFko3kxDj69ExnzUZlX0FmE9MmjGFtRR+q8ixwfD0zJ4/jxPHjZGYrnwvDR47FbinlwJHjgEBaciJpyUms36rsKzQ4mMnjRrJ6w1Zq65SxeHOmTuTQsZNk5yne/JFDB2KptXHk2HHl7yktmaT4ODZu383ug8eYNWkME0YPZ+W6zVhtNhA1zJs2gT0HjpJ38RwYwhgzagTlVTUc27in/t/TauV1jA4LYuzIYSz/7hskWUAMimLejIls37mbwlzFbieMGk5BSSknt7Xv55Pn31NzCLLcQslRB5Kdne14k9vIpEmTXLf/4Q9/YMmSJRw/fvySjrmU8z711FMsXbqUzZs30717y011zWYzGRmXlp/VESxb9g3z5y/w9zaueA6cOs6dzz6NXqfj2/+3mCR7FppvHgBBwL7gHaV9RIBilySu/vJz9uTlcf/AQfxt8lSfjivPLmXJ7f8m/0g2GpOWm966v/mpG5eDZEX77hQEmwXrHStb5YmTZZl1f/2OXrMGkDw6veUD2hBx8wtojn6CfdwvkAbdfknnWPvHb9j66loSh6dy/4onmx1X54lmzS8Rz67ilaL+vHGolJ/efDcPXntzi7mfwvGv0G78A1Lva8gd8iTX/PwRqizVvPXbvzJmgO8eZQDqKtG9OwlZa8J2f+Nojbj/bTQ7X8U++B6ksU+2eDrn+5n2vSkIteVY71pbz3OnXTIfoSIL663fQGgTocHqQnQfzkI2RmC7292cWfvxPITKHKy3fguh9ccLChmb0H7/U6Tk8djnvg4V2eiWXK00ir5jZb21mhU/QczcjG3Oy2AIRfvN/Uixg7Ff9557kbUa3TsTlFxafTBCTQnW275z9Td0rtF+ci3UlCnvIbHt9LflC7Lse86svU4ZBRfRQzmmthzKLyqzpfUhUKp86SIsWcnbrKtyh2pl76kPgCPHTwTJroTga0qUdjHmaPcUmpYQNcrxzv+N4Up6gaPyGZ0ZrNUs27Cb+VNGKh5C2a54Q3VBymMJS1H6UwbHA3LznlGrBQSgLFM53hzl6AZQrowLtFa599WB1cqpqYlUVXlvHh5QYeXo6Gg0Gg25ubn1bs/Pz2/k9WvNMa09789+9jOWLFnCDz/84JMw7AxcCaHxQEeWZf7maF1z99zrSAwLQvPD7xCQkYbeH9DCEOCdI4fYk5dHfFAQvxvreyW13WqnKr+cqJ6xjPrHjPYThgCiDjlhOIArQd9XBEFg+m/n1xOGlhLfpipcLu6Q4aWFlSW7xPktijfgqudv9FkYgrudTf94RTztP3mMiuqWH7fnxJL1e3dQZammW2w8g3tewoeXLkjJwbNZFNHQEGcDbKNvBSmu9zNniNPa4PE4cxubq1b2nJDi6SPxJazsCCW7R+d5qdx1FqhUFyn/PG9zojMjB8UiSFalAbbG0CjnEJ0Z201fYLtxqX+FIbSumEqjh4juHkUrjtxHQ6ijillU7tMFuaujjeHucL9G5xb8guDO1dQa3a+dRqdcR9C4c1B1QYrIEkT3uZz3OQtDnK+jIVRZ56wodq7TB4EgEBHlCPsbQx2hcbN7raBR9qI1tBwy1xqUHEStQdmzqHWEo3Xe7SwACChxqNfrGTFiBKtXr653++rVqxk/3vuHlS/HtOa8TzzxBB9//DE//PADffv2vdyHFDBMmDCp5UUql8WKbRs4dOYkkaFhPHjtzYjbX0KozEaO7I00/GF/b69FQvUGwgwGXpg0xefWNaA0or7js8e4b/mTzLrJ+4STtsTZvkP0oSilOY5+s59XR/6J7H0X2mJbzeIUh/XalLQCUSNy3/InufOLx0ka3soZ0o4P1d4xyofQ3hNHKCrzoaeco1DDpg1i3R6l8nzSkJGYDL7ljtVDEJotShF8aT3jgev9zNt8ZcmGUFeptDtpro+o1oCs0SNINsV7A2C3ItiqkQWNO6fRA6fQdvXkc81LbjzNwikYBUshgqONTb2iFee6CI/eeeFpbu+ZJ4YQRWh1Njwfi6hVPKLO9jZak5J3J4juPEx9kFtoaU3u2505faAc46x+FrVKYYxG6+6PqTM5CkL0bkHqfH2c4lxrdBSF6Bz/HILPmQcoakEQmTBxqmO92SFEPdaKGp+/zLiEsNbkyEV0ZPQZwrxWcgcCASUOQQnnvvvuu7z11lscO3aMJ554guzsbB59VCnHf+211xqJtpaO8XXN448/zjvvvMOSJUuIiIggNzeX3NxcKiubngfaWfAlx0Dl0qmoruL/ffhfAH56yz0EF+xFc/wLZFGHbfpf3MnZAczNffqy+467ubp7y41eD366i62vuUdcxQ1IwhQR1CF2Jscrk1qEnL2XdZ4za49SW25hye2L278PYhPFBq1B1IikT+rd+gMdgibGKJAYE0ulpZodRw4o+VPN4RBx5VaR3ceUfOHZYyc2d0QL+3B8kDq9hJ44q5V99KI47cxrOxtngYkhxNX3r0mcYtRZwOKcq2wI8+4lMzXwHDrFoTm68VpPz6FjOo63dbKH6JM7owBsDY7KeUARgk7BpzM5xJO5viB0tsfx/FnU1v/ZU+C51ho8/uncglMf7Ki01tb/J2iUohHX78r/K9esdV9P0HisdXoOPYqLfEFnrv+FRdQE7GdDQBWkANxyyy0UFRXx5z//mZycHAYOHMjy5ctJTVW+LRcWFnLixIlWHePrmkWLlMkVM2bMqHf+Z599lueee66dHnHH4CwgUGkf/rnkHQpKixnQvRfXjRmJ5n+3Aij9xCIDu41Qrd3umn4SbmzZK7TzPxuVdipA96l96zW07gg7k6P7IWuNCGUXlFylS5xBOu//3UJ5dhln1x9nyS1vcO/ynxEU3Q4Ta+x1CJZixRvlS+NgD2w1Vn74yzLGPjbN63g8X3C2X9HbKxkzYChfrl/F9kP7mT5yHLERTe/H2ZPw0MVcLLW1pCd2o3/6pduybAhHQGkV0yjR3SnOfKxWdtmZt4plH3ocujCEgKXQISjjmg8pA2hNirfRXqvkkTkncng0a3YimxQhKFQXusLecsOQMSB3Gw+HPgJASr4M8d3ZMIa5w/mCqDT8FjWAUxAa3MLJKQDB7cFzttPR6EDSe4g+HWgkEO1KL0eN3u3pc3kGG3gARY1b9Ll+12K12et7E52iUKO/tH6l3jzZTo9qRXbrz9eOBJznEOCxxx7j/Pnz1NbWsmfPHiZPdvdveu655/BWQ9PcMb6ukWXZ67/OLgxV2pe9x4/w2doVaEQNf3rkSfRb/45gKUSKG4o0yEtD1gCiyGJh7Ecf8Pq+vdib6H/nRJZlNv5jpUsYzvzDtZc06eSy0eiQYwcBIOTuu4zTaFj4zn3ED+pG8blClt6xmLqq2rbapRtPr1ErGkcDbH9jHTveXM9n977t9X3PJxyeQ7G2jMnDlKbCu44dorCkuMmeh4BLZO08cx6ASUNHYTa20lPiSVMTSfDIb2xt/pWrV6H7nE5R60vPRFeLHccxgqO5uuzp4aq3UaF+OxtLM55DhxAUKnOa7GEISnsme98bsPeYg9x9Zot7vmIQdfUbZzufc6c3TWvw8NTpPARcQ0+hobGHUesILTt7MYJHf0Z9EwLR+b+jabVTgLpC0B7HtHWfWn1Qq98b2puAFIcqbc+8efP9vYUrktq6On6/+GUAHliwkN61xxHPrkLWmrBP+1PA/cE35FebNnCxsoLVF843W70qyzJrnv2KDS8sRxAF5v/zVsY9Nr3Ruo6yMzneUZSSc+niEJSZzLcteYTwlEiy917gy0ffR7I3L5Jbi1ClFMLJrcw3LM8uZfPLSp70tN9cfemTZZx5cpZiBqT3Jj4qhvKqSvafOuZ1nJ7rOIcXbd+FLLQaDddMnHZJ13fh/PD3Nt3GGWr2MefQaWdOEVevf6LzZ18aansWpXjurSlxiHvCiWApcs/y9RYudlY6l19UBCIgO8fheSJqkMY9jTT2qeanjHQldEHuXDyN1u1B1OjcQtEZktZ6jKTUGh0VxSb3a+t8LZ2vkaPYpFFouV6IWSk2mTdvvhIKduZFOgtQdJfxJckbok7pfRhAk1RUcdhF2LNnt7+3cEXy7y+XkpGbTWp8Eo/OmYlm818BsI97ulEbjEDj2zOn+er0KcxaHS9Pm4HYhPiQJYnlv/iU7W+sR9RpuGHxPQy703vvz46yMzlByTu83KIUUOYx3/bJoxjDzZzffIrCU3mXfc56OEfntTLfcM1zX2OtrqPv1YPpPuUy2luY3J6u0KAgpgxTCnpW7dhCYVkJdU2kAkjVSl5dqVVg9IAhpMQnel3nKw29dPVwFqT4mODvsjPnFBNnriC0Mqxc35vZXOGIC6f3rzK32VxCjBHIWhNCXQVCRZbj2Caq1XVmZbSiikJwgjts6xledhaaQP3ny+lFbFgN7onzOGcaii7IUYFs8vBG6pRQtKgFQ6hiZ07vtCHkskdfNoshNKCaYqvisIvgbCat0nacyDjH299+DsCfHv4pxs1/QqirQEqegNz3Bj/vrnkKLRb+b+N6AJ4ZN560sKa9LJX5FZxaeQStUcct7z9I/2uHNbm2o+xMjh2s5PAVn/Q+IaOVRPeM45YPHuTeZU8Q29eLd+cyECpbX4xyYetpjny5F61Rx6w/Xnd5GzCEISMg1JZj1uuYNXqC0nz4xBFyiwrIzMvBLtnrHZJfUuQSbGU2gavGTr68kLJjH0Bjz6FkRbA2XSHsDZedOcLQnp5Dodb3UXyu+crOEXquaSdNt/6SXeHiXA/PoRdhJwj1viDKQbHNFzC0p/DobHg+Fzqz0gYG6s8m91bIIXq5rdG5nWPvghr87xwt6LAbUduxn5s6U0BFmlRxqKJyCdglO8/8+2Xskp2bZ8xjRM1uxKztyIYw7JOfCfg3+l9tXE+hxcKExCTuGzio2bUh8WHc+eXj3Prxw/Sc2b+DdtgCOhNydD8EWULIO9gmp0wZ24O4Ae4cSktpdZuc11mp7KvnULLZ+f7XypeO8T+dQXhK64pYGiFqXB4yobac5LhExg4YiizLrN65hZq6Ws5lX6SssoLqGgsX83MpKC5Ea1OKKOITejB+cNNfCHzGFQJu0EbHFQZuvWdG9haqrm2FF9LQIKzsbRReQ5yew/JMsBQqLXOa8Pp5zgau17JGxXdMkc0LwrbCeQ1vrYQ6CjWsrNLRjBnjPQyocml89P23HD13mtiISH4+cxTirtcAlDzDy5yf2958c+Y0X585jVmr45Xp3sPJkl3i9Jqjrt+je8b51EalI+3M1Qz7MopSmmL/R9t5dcQfyd6fcdnncjXA9jHnMGP7WQqO5xKeGsX4H89o+QBfMHqGloO5apzSJ3D1ji2UV1VSW1fHxfxcl0isKc9DQAkpXzt1NhEhl9+oV3aG/ByNo104f29FJbfLzpzisF5YuRU5h02FlZsRh868QTFnH4Is1Z8j3HBtvHuSjBzXyqkyKn6nwz831bCySkfjnBercvlczM/l1U/fB+CP9zxAyJbnEGQ79kF3IKcEfrPxAVFRjIpP4Nnx40kNbfwBKtklvv7xhyy57d/s+u+mVp27I+3M3e+wbfMcZVkmY/sZasstLL19MaWZxS0f1Bwuz6FvXxrSJvbigVVPc+2rd6AztU2BglOYCZYigs1m+qX3ZFjv/tTU1fLxym8brf9+nTITtlI2MmHwCPS6NvDYOAWXpajeze4pI763JHLamTN0XC+s7Kw4bk1Y2eU5dLzWxqbDyq4q5BJlYo0c2nTFvpQ6FVljQBa1SD2vanE/KoFFh39uquJQpaM5duxoy4tUWkSWZf7w1qvU1NUye8wEJpctQ6jMQYruizT6CX9vzyd6hEfw7XU3cO+AxuFkWZJY9uQSDn++B32QodWtajrSzlziMP+I95Fsl4ggCFz9j1tIm9SLqoIKlt7+b2rKLZd+vkqlIEUOatzGpCkShiSTMq4Nw5DOggnHGLfw4BDunHstWo2G9Xt3sPmAu7Bn66G9nD61XzksPIFIL18gLgXXxJDq+uLQ7Tn0XRy67MwVVvYIVTvFZ3PFCU4aeg59EKpyw0KzsGYm1oQkYrv2XWxX/7v5dSoBSYd/bgbQtBRVHKqotIJlm9ex/fB+QoOC+dPEbojn1iLrzNhn/j1gO907OVFc7OqVpxHFRuFkWZL47uefcmDpTnRmPbctfYTkMQE8scEYhhzRQ5lLW3CkTU+t0Wu56Z37ie4dR8HxXD6//23sVnvLBzbEbgVLEbIgtihWjn93gBMrDl3ijpvH1ZDZ0ZcvMjSMpJg47rhqAQCvf/4hb3/7OW9/+zmvfvoBETqlnY82OIbQoDZqDG7yCCt79GwUHGKuNZ5DF64ilzLXOYVqHyqOXXtyTjwprv9/c3sxRtQT+lLMwOavEdUH1JCyii+0NKO5A1HFYRehd+/LaIWhAkBRWSkvvP9vAP5y09WE7nsdAPuk30Nosj+31iKnSoqZ9fkn3LF8GbX2xiJHlmW+//UX7Ptgm1KV/OFDpIxtveeqo+1McuYdXuYoPW8Yw8zctuQRgmKCObfhJF8//mHreyBWFyAggym62ZBReU4p3z65lE/vfovzm09d5s694DnKDdBpdUru4djJ3DhtDrIss2rHZlbt2Iwsy8wYqIwo1QZHX3J/xUboTEprF8lav8LcFcr1XRy67ExrQNaZEWS7+5wuz2HL53NWGQtVBSDZoLZcKTBpISQtx7oFoRw3uPmLCEJAVaGq+E6Hf24GkJ2o4rCLEBMT2EUSnYEX3v835VWVTBowgJmlXyJIdUh9rkMO8FyiOrudR9eswmKzEWEwuEblebLppVXsfnsTGr2Gm9974NJm+NLxdtZWc5abIjwlils/fgR9sIGzG05Q1sr8Q1+KUWRZZtkTS6gprabnzP6kTmj7cYuunEOPkG50eASCIHDTjLn89UdPc+3kGVw3ZRbPP/Y0Y7qnAGAIbePX01WU4t6H4KgQln0Qc07q2ZnJGTIvAMkONaWKwGsub9C1H8exlkKwFCtC3hje4oe0NOQeZH0wUuoUUKuQr1i68uemKg67CFu2tK6wQKU+G/ft5PttGzHqDbw0QkAoPY8cno59wv/5e2st8sLO7RwsKCAlJJQXJk/1umbAdcOISIti4Tv302N6v0u+VkfbmWtSSt4BRRi0A4lDU7h96aPc/dWPiUjz0uy4OSpbbmOz+aVVnFl3HFOEmfn/vLXtPHWeOAWUpcB9k8FIeIiSc9c9KZnbZl/DrbOuJj0xGa3VUaDhi8BqBa68Q8+iFOfPrfAcetqZHOTw/lUXQE2pQ+CF+ZbcrzUi60MQJBtC4THlfF5G3DVEjh2IbcE72Kc8G/Btq1Quna78uamKQxWVFqiyVPOHt5RWNf+8eighGauQNXpsM//efFPbAGBL1kVe27cXURBYNHMWIXrv1a9RPWL50Zbf0Ht2C/lTgUZwHHJwIoK1CorbIRzrIHlMd2L7uSeEnN1wwqcQs8tz2IQ4PLbsAOtfWA6CwILX7iAkvm2KPxri9hwW1rs9PioanbZxrqxZVgpw5DYWh/XyDp042sf4VEDiDVexTeElCU2c4tLZL9PbiDtvmCKVxskqKlcgqjjsIkRHq6OZLpWXl75HfkkR03slMbXiewDs4/8PIts+/NeWlNbU8Nia1cjAUyNGMiah/vizzS+vZvub61y/a/SX30bBH3bm7Hco5rZPaLkhh7/Yw0cLF/H5A+9gtbRQJe1sY+NlbFrOgUy+fvxDAGY8c037CnNnk+YGlcIaUUNKfEI9gRgaFIzJIQ6bmzF8KbjmEld7hpVbUUDiwNPOPPMGm5t13OSeHMUlztQEr/OPvWGK9G0ih0qnpSt/bqrisIswdqzaBPtS2HpwL5+s+Q6jRuQffQsRbBak9FkBPx4P4M2D+8muqmRkXDxPjxxd777tb6xj3V+WsfqZr8k/ntNm1/SHnUkJzrzDtm+G7Y2QuDCMYSZOfHeQD254narCpsf3NTc6zxhmwhwZxOCbRzHu8enttl9AGaEnaJTRcvb6s5SNegM9u6WQHJdAemI3kuMSXL0Cmxsjd0m4cvwc4lCWFI8ftMpzWM/OXMK3ECodtuyrwAPk8DQAxLz9yg0hbTs+UaXz0pU/N1Vx2EVYvnyZv7fQ6cgvKeKXr7+ILMu8MysOU8U55OAE7FN+3ynyjJ4aMYqfDBvOopmz0YruP/Vd/93E6me+AuCaf97aprOE/WFncvwIAITcvfVapLQXqRN6cu93TxLWLYKs3ef5z7S/c3b9ce+Lq5Qeh545h852QhFp0dz73ZNc/VI75Rl6Imrc+YMNJ5QAoigSGhTsnp/sbCTd1jmHzgbSFdnKDdWFCJJN8Rq2oo2Hp5155hw6zyu3RuA5xKHrfGqBiYqDrvy5qYrDLoIktbIFRxfHZrfzf6/+jdKKch4ZFs+wmj3IgkbpZ+iYqhDo6DUanhk3gfQwdx7bvg+28f2vlLm9c/9+E0PvGNum1/SLnYWlIBsjlPBk2eWPu/OFmD7x3LfiZySPTqcit4yPbnqDLx5+j9rKmnrrhKpcQKlWriqs5Luff8Kq337huj80MRytoYOmIrimpBQ2v06W3U2l2zrnMMTRVL0iS9mLS8wlNnWEV+rZmXPyTEXWJZ3Pc/4xgBzdt1V7Ubly6cqfm6o47CKIovpSt4Y3v/iYPcePMDDazBMxSqGDNPqn9fqbBSLFNRZ+tm4tJTU1je47sHQny57+BIDZf7qekfdNbPPr+8XOBKFd5yw3RUh8GHd//ROm/eZqtEYdOfsz0JuVgh97nY2zPxzh/BEb+/fH8fWv1vDqiD+w972t7Hl/K2VZJS2cve2RPQs3msNWg2CvRdYY2rwpr1O0CeWKOMTpQWxlKNfTzpziTig95xKdtEYcxvR3/2yObvM8S5XOS1f+3AycQX4q7cq8efP9vYVOw9ZD+1j81ScEa2TeG12DWF2BlDwBafCd/t5as0iyzGNrVrM24wJldXW8PWeu6z6rpY4Nf1sOssyMZxYw5tGp7bIHf9mZHDcUzq1FzNuPve91HXZdUath4s9mM3DhSEovFCE4PkyKzxXy0S2LAWeDZGX+c8+Z/ZnxzDWEJbWxR84XTPVH6DWJy2sY3vbpE0FxSu6jpVARoY4cQTm4dZ7DenZmikQ2hCHUliHkKxNmWuWJ1Jmx978JzdHPsA99oFX7ULmy6cqfm6o47CJs376tSyfX+kp+SRG/fO3vIEssnRFMUPUp5LBU7NOfByGwv0W+snc3azMuEGEw8sfx9b2COpOeu778MadWH2X0Q5PbbQ/+sjM5figAQu7+Dr82QHhyJOHJ7mpbe52N1JGxUHgKc1QQ8VddR79rhhDVw39NdZ2eQ8FSSHOZmc6m1G0eUgYl9zE4TvEYVua4cw9bGVZuaGdyeDqCo6BE1pmb7SvpDWnMk0g95kJc43njKl2Xrvy5qYrDLkJhYUHLi7o4dsnOL1/7O6UV5Tw/ykTPulPI+mBsc14BQ2DnGW7OusgLO3cAsGjmLLqFKPstuVBERKqSaxaRFt2uwhD8Z2dydB9kjQGh7ILi+WoPYdMK4gd1455/9ke78XOkXvOxT5vl1/0AjUboNYmj76Dc1pXKDuSQJISKbCW0fCkFJDS2MzmyJzjFYVTf1n+R05khqPkRhypdj678uRnYrhAVlQ7kjf8tYfexwyxMEbg+6CyyIGKf8TcIT/X31polr7qKh1etRJJlnhw+kpmpaQCcXnuMN8b/hS3/WuPfDXYEog45ZgAAQu4BP29G4VKLLdoLl+ewpZxDV2uZVk6D8ZXQbso+yi8iOAqILvc5klMmuX9OnXKJ+wrs+egqKh2JKg67CBMmTGp5URdm26F9LP5qKf1DrPyhp9J+RBrzM+Tk8X7eWfPU2u3c9/0KCizVTEhM4pejxwBwbuMJPr3nLex1dipzy1ztU9obf9qZK7ScFyji0JFPFyDi0CX2nO11mkCoVrwlzubSbY0coTSPF7J3IlRmI2v0ENa6L2AN7UxOmYi97/VIKZOR+t/UZntV6dp05c9NVRx2EQoKmv9A6MoUlBTzy9deJFJr492RNWgkK1LvBUiD7vD31lpEKwiMjo8nMSiYf8+eg1YUubD1NEvv/A/2Whsj7p3A7L/c0P599Bz4087ceYcdV7HcLJWXlk/XXjgbcTvb6zRJlSOU1l7i0FEdLJ5XpvPIET1aHc5tZGeCiDT2KexTnwNdYI+0VOk8dOXPTVUcdhFOnjzh7y0EJHbJzv+99ncqK0t5Z1QtoXIFUuxg7JN+2ykaXWtEkefGT2TDLbcRZw7i4q5zLL19MTaLlaG3j2Hu3xZ2mDAE/9qZHKtUBgsFx8Dewli7DsAVVm5lJW67ERSDLIhKzmGDKSmeuDyHQe0kDqP7Km1ynL8njm5mtXe82pk+2O+5pipXFl35c1MVhypdmje/WMLuYwf564BqeutLkYNisc/+B2j0/t5as+zIyaagutr1e7jRSPb+DD6+5U3qqmoZdNNIZfJGV+rTZQxTqlalOoSCo/7di90KVfmKGPMyV9kviDowRSMgQ3UzifbtnXOoNdbLC5S7B0CxjoqKSj260CdH16Zfv/4tL+pibD+8n39/uZS7ulVzTXQZssaAbc7L7feh2EacLinh9u++Zfbnn5JT6Z7rawwzYwwz0W/BUBb863ZETcf/efvbzuR4x5xlf+cdVuUqIiwoVhFlAYJrfF1l0/O0har2zTkEsI/7BVLqVGxjnkSOHdDq4/1tZypdg65sZ6o47CKEhoa1vKgLUVhazC9f+zvjwi38umc5APapf4Dofn7eWfOU1tRwx/JllNfVMTQ2lrigINd9kenR3LfiZ1z/5t2IWo1f9udvO5PihwD+zzsMtEplFw5xSGUTeYeSHSyOVjft+SUpKBr7hF8hD7z9kg73t52pdA26sp2p4rCLsGPHNn9vIWBQ+hm+SIi1iFcHlSMiYx/2IHKPOf7eWrPYJImHVn3P2bJSBkRF89qMWRQczWbHv9e71oTEh6HR+UcYgv/tTI4bCjg8hx1Uoe0VZ3PnQMk3dCAHK/0EhabEYU0JgmxHNoS1f2pFcBxoLs2r6m87U+kadGU7Uzt+qnQ5Fn/5CUdP7OfzkaUEiTak1KlII3/k7221yLNbN7P+YibRJhMfzLuaiuN5fHjj61hKqgmJD6P/tcP8vUX/E5qMbIxAqCmBsgy/9ajstJ5DV75h+4WUVVRUAh/Vc9hFiIuL9/cWAoINe3fy7y8+4h/9S0gz1SFHdMc+7c8BPxpv0f69LD54AJ0o8s5V89CeLeODGxRh2GtWf3pfFRhjv/xuZ4Lg4T3c779tVAZYj0MHcrCjnU0T4tBdqRwgRTRN4Hc7U+kSdGU7C+xPRJU2Y8SIkf7egt/Zf/IYT7/yPE+mlzMlqhbZEKqMxtMHtXywn6mx2RGAf02fSUqejQ9vfJ2a0mp6zRnIwnceQGsIjCBAINiZnDAUANFPc5YBd1g54MRhC2Hldu5x2FYEgp2pXPl0ZTtTxWEXYfnyZf7egl85czGDx/7+LNfHlPBQSiWyoME+6/+5RnkFOk+NHMWGW25nXKWRD29cRE2ZhT7zBnHT2/cFjDCEwLAzl+fQj0UpAdfj0EkLYWX3dJTArtgPBDtTufLpynamikOVK57cogIefv53zAwt4LneZQDYJ/4aOXGUn3fWPAcK8smsKHf93jcigu+e+oTacgt9rx7MjW/dh0YfOMIwUJCj+yFr9AhlF6CmtOM3YLdCdUFg9Th0YghD1hoRrJVQV9n4fpfnMLDFoYqKSvuiisMugk4XOL3WOpKyygoeef73jNBe5C99SgGwj/0Zcr8b/buxFjhTWsot337NvC8+50K5ImgFUeSm9x5g1IOTueE/9/q1KrkpAsLONDrkaKU/mV/6HVblIchSwPU4BJSpP858wsq8xndXOgtpEjpyV60mIOxM5YqnK9uZKg67CHPmzPX3FjocS20Nj7/4HGm1J3mxfymiAPaRP0IafLe/t9YsedVV3LLsa4pqaugXGYUhu8p1X0RqFFc9f2NACkMIHDuTExzNsP2QdxiwlcoOnKFuoSKr0X3O2+SQpA7dU2sJFDtTubLpynamisMuwpYtm/y9hQ7FZrfz83+9QEjhfl4eUIpWkLEPuRdp2EP+3lqzVNTVceuyb7hQXs6w2Fh+WZPAf6e9yJZXVvt7az4RKHbm17zDAO1x6EQOU9r7CGUZDe6QoMIxOSVAha2TQLEzlSubrmxnqjjsIpSUlPh7Cx2GLMv88a1XsZzdzGuDStCLMvYBtyKN/qkSVgtQqq1W7l7xHYcLC+keFs7vSuNY/vjHSDYJS5nF39vziUCxMznOMSml4CjY6zr02u7QbIAKrPAU5f+yC/Vvry5EkKzIxnDQmTt8W60hUOxM5cqmK9uZKg5Vrjhe/fR9zu77jjcHF2MUZaS+1yON/0VAC0O7JHH3iu/YnHWRWLOZZ3Mj2fDrL0GWmfbb+cx8ZoG/t9i5MIYhh6UhSFaEwmMdemmh3FmpHJh5e3KoIg6F0nP1bneHwwM7pKyiotL+qOKwizB58hR/b6FD+Oj7b9iy9kP+M7iIII2M1HMu9om/Dfgm1xpRZFZqGrEmE388G8aeF1YBcNULC5n45Cw/7853AsnO5Hhn3mEHF6WUO8K1AdomSQ5vIqzs9CSGpXTwjlpPINmZypVLV7azwP7EVGkzsrIaJ59faazYuoH//e91/jukmFCtjJQ2HfvUP4IYmMUbDXlkyFBeLUvm6BubEDQi175+J6MemOTvbbWKQLIzKX4o0PF5h0J5JgByoIqs4ARkUaf0NPRoZyOUnAVADk/31858JpDsTOXKpSvbmSoOuwhnzpz29xbalW2H9vHmOy/w9pBCInQSUvJE7DNeADFw+wBWW608unolpz3yWkbePIaItGgW/vdeBt8c2H0YvRFIdibHO/IO8/aDLHfMRWsrEGpKkbXGwJ0yImohQhGAQrH79RJKzgAgR3T3y7ZaQyDZmcqVS1e2s4AUh4sWLSI9PR2j0ciIESPYtKnliiFfjmlpzcaNG1mwYAFJSUkIgsC7777bVg9JpR05cvYUf3v9Wd4aVECMXkJKHIV91ougCdweVdVWK3cuX8b/Tp3k8W+XI0kSAKGJ4Ty6+df0vXqIn3d4BRCagmwMR6gpdYd62xnBFVJODugcVzmqDwBC4XHXbZ3Jc6iiotK+BJw4/OSTT3jiiSf4zW9+w759+xg/fjxz584lI6PpN3dfjvFlTWVlJQMHDuSVV17BZDK16+PsaAYMGOTvLbQLF3KyeOalX/NGv2wSjXak2MHY57wMWqO/t9YkTmG4Kesi6RYNc189zcYXv3fdH0jj8FpLQNmZIHi0tOmgvENHHl/AhpQdyNH9ABAKjig31FYgVOYgizoIS/bjznwjoOxM5YqlK9tZwInDl156iXvvvZeHHnqIfv368eqrr5KQkMAbb7xxWcf4smbevHn89a9/ZeHChYhiwD01l8WVJnYBCkuL+eWLv+KfPS6QYrJjj+qLfd5rAd2Gw1MY9i2EhYszqThfzMkVh7FaOrblSnsQaHbmLEoRO6gZtrPIQw4NbIElR/cFQMg/pPyfd1C5PapP4E118UKg2ZnKlUlXtrOAUkB1dXXs2bOH2bNn17t99uzZbN269ZKPuZTzXmns3r3T31toUyqrq/n533/NX7odp0eQDXt4D6Sr3wB9iL+31iRltbXc9t23bMq6yNDzNub+5zy1xdV0n9qHe779KTqT3t9bvGwCzc5ceYe5ezvkegFfjOJAjhmArDEo86cr8xFydiu3xw328858I9DsTOXKpCvbWUDFrwoLC7Hb7cTFxdW7PS4ujjVr1lzyMZdyXl9YvHgxixcvBsBqtbJs2TcA9OvXn9DQMHbs2Oa4TjwjRoxk+fJlgDKvcc6cuWzZssnVZHPy5ClkZWW5EmAHDBiEyWRyGWdiYhKDBg1m5coVABgMRmbNms3GjRsod8zenTp1OufPn+P8eaV/2ZAhQ9FoNOzdu4fdu3eRnJxCnz59WbNGaZMSFBTMtGnTWbfuB6qqlKrFmTNnc+LEcTIzFQ/I8OEjsNvtHDiwH4C0tHTS0tJZv/4HAEJDw5g8eQqrV6+itrYGUEYOHTp0kOxspdJr5MjRWCwWjhxRvBQ9evQkKSmJjRs3ABAREcGECZNYuXIFVqsVgHnz5rNnz27y8nIBGDNmHOXlZRw7dpQ6m5Vlu9byq8h99A22USZGcizhIUYYw1m+fBmSJCGKIvPmzWf79m0UFhYAMGHCJAoK8jl58oRfXqcfcnPYWljA+P3VjPw6B7skEzkxgYl/m0tRRRF7N+wB6NSvU3l5OWfOnObYsaMA9O7dh5iYWNekgejoGMaOHddhr9PZ02e4Bi2asgvkXzjOzkMn2+TvqanXaabDc7j1SCZFp78J2NdpzJhxhIb0JLj0CPu/fJEBwinMwO4sO9nLvunw16m1f09HjzrC4Zf4OnWWvyfP9z3w/99Te30+BerrtHv3riv6dWoOQZY7qoyvZbKzsx0vykYmTXK38PjDH/7AkiVLOH78+CUdcynnDQ4O5rXXXuPee+/1ae9ms5mMjJxWPNqOZe/ePQwfPsLf27hsCstK+L//93ueDN3FiLA6rOY4uP59CIr199Z84vW/fU7x/1PeMCb/4iom/+IqhAAuXGgtgWhnmm8fRMzZg23W/0NOn9Gu19K+NxWhtgzrHSsD3ibFA++h2fEysjkGoboAWWPAdvcPAZ2W4SQQ7UzlyuNKt7PU1ESqqqq83hdQYeXo6Gg0Gg25ubn1bs/Pz2/k9WvNMZdy3iuNQYM6R7ioOc5czODnf3yMZyN3KMLQGAUL/hvQH8IbL2ZyyPHNEODe++cQkRbFNS/fxpT/m3tFCUMITDuTE0YCIOS0c2i5pgyhtiyw29h4IPW9AVlrVPodAnLKxE4hDCEw7UzlyqMr21lAiUO9Xs+IESNYvXp1vdtXr17N+PHjL/mYSznvlYYvbuRAZseRA7z0/x7j9e4n6BlkwxqaBte9jpUDigAAIhZJREFUB6GBO+rr85MnuHXZNzz47mfklJcDEBQTwiMbf8XQO8b6eXftQyDamZwwHAAxZ0+7Xsc1ji4sLaDb2LgwhGAf/jCyqEMOisU+5mf+3pHPBKKdqVx5dGU7C6icQ4CnnnqKu+66i9GjRzNhwgTefPNNsrOzefTRRwF47bXXeO211+qFgls6xtc1lZWVnD6txOolSSIjI4P9+/cTGRlJSkpgJ5hfyXy1YTUHv32e1/uWoBPB2m08zPwb6IP9vTWvyLLMv/bt4c/bt9HjaCXzvi7gcOU6Ep67FuCKKDzpTMhxg5AFDRSfgrqK9itaKnX0CewETaSdyP0XYosdpHgMA/iLloqKSscScOLwlltuoaioiD//+c/k5OQwcOBAli9fTmqqMg+0sLCQEydOtOoYX9fs3r2badOmuX5/9tlnefbZZ7nnnns6fUNsgyFw+/41hSzLvP7p+4Qf/g9/6q3kRdgG3QljngzYkXh2SeLXmzfy7sGDjFtXzKiNSqJwZV4ZsiQhXGEtkhoSkHamNSHH9EPMP4yQe0AJn7YDQoniOexUTaT1IRAcB8YIf++kVQSknalccXRlOwuogpTOTKAXpHQ26qxW/rL4RWaXf8PUqFokRKTJv0Pue72/t9Yk1VYrj65Zydqjp5n7RT6pJ6sQRIGZz13LmEenXnH5hZ0JcccraA68i33IfUhjftou19Cs+DFi5pYOKXxRUVFRuVw6TUGKSvvhbJ/QGSirrOC3f3+Ke+u+ZGpULXWaIKT5/w5oYQiwvyCfHTtOcNtbWaSerMIUGcQdn/2IsT+a1mWEYaDamTPvUMje1W7XcI2f60Rh5c5KoNqZypVFV7azgAsrq7QPzl5TgU5mXg6v/etnPJNwiki9RE1QEppr3gj4iRMA4xOTePCgQE1hHXEDkrj5/QcIT4ny97Y6lEC1Mzl+KLIgIhQeA6sFdG08+cBmgcpcJbcxtFvbnlulEYFqZypXFl3ZzlTPoUrAsP/kUT565X5eSD5BpF7CEjcSzU1LIECFoV2S+OuObWzJuui67cf/fYQxj07lvuVPdjlhGNDoQ5Cj+iDIdoTcfW1//tILCMgQltIpxs+pqKioNIcqDrsIU6dO9/cWmmXltg0c/vBH/D4tF70ItX1vQntN4I7Dy6+u5qZvv+ajbzbzzn3/ocpSC4ApIojZf7oenblrViQHsp3JSWMAELLafiSWK6TcmYpROjGBbGcqVw5d2c5UcdhFcI4sCjRkWeb9rz7EtO5X3NetHDsCdRN+jTj5NyAGZtbDtuwsZixdQvXSQ9z81kVS95Vy6N2uMaO7JQLVzgDkpNEACFk72vzcQonSAkvNN+wYAtnOVK4curKdqeKwixCIRm612XjlP88z8ewrzIiuoUYwIs17A2HAzf7emldkWeb1fXu58/1PGf/GKSasKUKUYPRDkxlx7wR/by8gCEQ7cyLHDUUWtQjFJ6G2vE3PLRQpM5vlqN5tel4V7wSynalcOXRlOwtM14zKFU9ldTWLFv2CR4zbiQ6WqNTHYrh+MYSltnywn3h6wzq2fr6DW7/Jx2iRMEcHc+2rd9BzZn9/b03FF3Qm5JgBiHkHEHL2IKdNa/kYHxGKlN6rclSfNjunioqKir9QxWEXYciQof7egovcogI+W/QYv4g5jV6E8oiBmBa8DoZQf2+tWSYXaIn4RJnP3XNmfxb863aCYgIzJ9JfBJKdeUNOGgN5BxCydradOLQUI1QXImtNaqVyBxHodqZyZdCV7UwVh10EjSYwJoocPXuSAx89zlNxhQCUpc/HPOPZgMwvrLPb2Xgxk5mpaQBcu3AS1d+eoNeUvoy8f2KX6V3YGgLFzppCThoNexcjZu1AaqNzukLKkb1AUDN1OoJAtzOVK4OubGfqO1kXYe/ePf7eApt3baTo0/u4O64QuyxQOfJJzLP+FJDCcF9eHld98DGv//Qd1mw9CIAgCNz23oOMemCSKgybIBDsrDnk2EHIWiNC6TmozGuTcwrFDnEYrYaUO4pAtzOVK4OubGeB96mscsVhqa3h08/fZELux/SLtFIt6xDmvIQhrX1m3F4OVVYrf9uxjTVLtzBpRQHB5XZO/m0tM78eDKCKws6ORo+cMBIhczPCxa1tMnVHKFTEIZFqMYqKisqVgSoOuwjJySl+ue7mPZu5uOLP3B2dhz4ESsQIgm78L0JE4PWD23gxk999voJen5xj7ulqAOKHJTP/jwv9vLPOg7/srDXIqZMgczNixibsbSEOncUoqueww+gMdqbS+enKdqaKwy5Cnz59O/R6uUWFfPfRs8yXdzAt1g5AQfxkwmf/EYxhHboXX3h//0E++euXTNtUgtYmows1Muv31zDsrvGIGjX7wlc62s4uBanbeDQ4mmFLtstLa7BaoPQssqBBjuzZZntUaZ7OYGcqnZ+ubGfqp14XYc2aVR1yHZvdzhffvMOZ/1zLo8atdDPZKdLGUnv1W4QveCUghSHABEMkoxzCcMDCkfx4228Zce9EVRi2ko6ys8sitBtyaDKCtQoh/9BlnUooOIIgS0oxiraN5zWrNEmnsDOVTk9XtjPVc6jSZhw8cYhjX/6OG8MyMUXKWGQtNUMeJHT0AwFXdJJbVcWi9Vv57ZxpGLRaevTrxty/3khc73jSJvTy9/ZU2hkpeQKaI0sRMjYhxw+75PMI+Uqxkhw3uK22pqKiouJ3VLdIFyEoKLjdzl1WWcGHb/2ayBX3c2dkBiaNTG7kKLR3fkfw2EcCShhKssz7hw7x4I9fQX7kO/71j/+57htz3yRVGF4m7WlnbYmcohRDiRmbLus8Qt4B5XyqOOxQOoudqXRuurKdBc6ntkq7Mm1a2w8Ql2WZNeu/Qr/jn9wXWQFmKBIjMM78I1EBVoksyzLLz57hrfdX0e3L84zJqQUg+XyNn3d2ZdEedtYeyAkjkbUmhOLTUJENIYmXcBIZIU8JS8uxg9p4hyrN0VnsTKVz05XtTPUcdhHWrfuhTc93NvMcn790G1OO/YmZkRXUSCL5fe4i9L6V6ANMGG7LzuKWP/2b7xYuZviiE8Tm1KKLC+am9x7g1jfu8ff2rija2s7aDa0Buds4AMSzay7tHBXZCDUlyIYwCE1uw82ptESnsTOVTk1XtjPVc9hFqKqqbJPz1NTVsvzzlxiW9yW3h1gByAoeSMw1fyPiUrwvHcCJ7w4y6NVjAIhhRib9dCZjH5iMPsjg551debSVnXUEUvdZiOd/QDi3Bobc3erjhbz9AMixA0Htf9mhdCY7U+m8dGU7U8Whis/s2P0D1T/8hVvCiyEIighBO+V3xPaZ7e+t1WNfXi57DpzlwdnjAbjjnlm89MEextw4mvEPTEEfrIpCFZBTJiGLOoT8w1BdCOboVh0vZm5VzpM0uj22p6KiouI3BFmWZX9v4krAbDaTkZHj7200SU1NDUaj8ZKOzSvKY9uSXzNH3E+oVqZOEihIv57YGb8A7aWdsz04VlTIv95eDkuOEJNby11bf0mvtARAyTlUp5u0P5djZ/5As/xxxItbsU/4JdKAW30/UJbRfjgLwVKEdeGnEKkWMnUknc3OVDonV7qdpaYmUlVV5fU+Neewi3DixPFWH2Oz2/n+q9epeG8BN+n3EaqVyTD0wH7zF8TO+X3ACMMzpSU88dLH/Gv2iyT+fQ+JmTVojTpqzha71qjCsGO4FDvzJ1KPWQAIp1e27sCSMwiWImRTJESoza87ms5mZyqdk65sZ2pYuYuQmZnBkCFDfV5/9Nhucpf/nquDcxGDoVgyYR/3CxIGXxcw+VV2SeI3r39G+bt7ScxQqo7lYB2jfzSNaY/NwBAcGOK1K9FaO/M3cvoM5M3PI+btx15+EUK7+XScO6Q8NmD+HroSnc3OVDonXdnOVHGoUo/yynI2L/0dk2u3MCREwibDhbjZdJv3HOgCawKERhQRPz9OYkYNUrCOkY9OYebjs1RRqOI7+hDk1CkIZ1cjHvsf0pgnfDpMyNwMKM20VVRUVK40VHHYRRg+fESz98uyzJa1HxN98HWuDbaADi5ouhF59Yt0i/f/fMkqq5Uvt+9n4/ubmHP1aG68TmmXc91zN5Cz7SxzfzIHQ4gqCv1NS3YWiEj9FiKeXY14chnSqB+DqGn+gJpShNx9yIKI3G1sx2xSpR6d0c5UOh9d2c5UcdhFsNvtTd6XkXGSM1/8HzNMF9AEQ4ldT9XwH5M4+k6/hsxkWWZvVjaff7CO4mXHSDxVSbIMu3JrXeJwzLRBME1tQBwoNGdngYqcOBI5OB6hMlcZp5c2tdn14ukVCJINKXE0mCI7ZpMq9eiMdqbS+ejKdqaKwy7CgQP7SU5OqXdbtaWarV/8hVEl3zPbrISQT4ZPJHXBXwg2hvpppwoff7+N9W+tJ3pnPmaLhBmQNAJBk9K54ZEZft2bStN4s7OARxCRei9As3cx4sH3sbcgDoWTywCQel/TAZtT8UantDOVTkdXtjNVHHYxbHY7B3atoGzfJ/S3Hmeu0QZ6OE8MoVc9T3qqf9zosixTJ0kYNEpIL2PFEZI35AIgpYUx/I6xzLhrMuaorjvrUqX9kAbehnjwfcTcfUjZO5ETm+hdWHoesfAostaInK5+SVFRUbkyUcVhF0CWZXTaGn5458ckl+5hbFANaAANFNkNlPa7m5Qpj4LQ8Z2Nsssr+HjJOk5/vpf0sT345Z/uAuCGH81hTR3Mf2QWKUNTO3xfKpdGWlq6v7dwaRjDkfregObwx4i73sC+YKTXvwdx/9sAyCmTA65AqyvRae1MpVPRle1MbYLdRgRiE+ycnAxObHiLiJyNDDWXoXWkD1bZRS6YBxA+4jZi+s9uOQG/jbFJEt9tPcC6tzeg35BJSLkNgOpEM88feL5D96LStlRWVhIc3Em9u5ZitEuuRrDVYJv2V+Rec+vfX3QS7Re3gyxhu/ETiFIbX/uLTm1nKp2GK93OmmuCrXoOrzDKK0o5tOF9tGe+Z5g+l1kaGYLAKsEJTSq6ftfRbfQt9PKT1+P9JWvZ9fJaYs9WEeW4zRprovsNw7j24Zl+2ZNK27F+/Q/Mn7/A39u4NEyRSP1vQXPwPTTbXsQWngpRvUHQQF0lmh2vIMh2pPQZqjD0M53azlQ6DV3ZzlRxeAVgtdZxcNuXWA79j8HyGabqJXBov7NSNHXpszlpSWTudXd06L6Kq6tZs/4A4WYjs6cOA0BvkYg9W4VNL2KenM6ch6YzZGp/BFEd1qPif6SRP0LI2o5YdALNpr9gH/MEGEIQj/0P8eJWZFGLfdRP/L1NFRUVlXZFFYedFFmWOX5wA4W7PqR71SHGmupAp9yXYzNTGDeJlIkPkByneDiyNm5o9z1V1NTww5bD7FtziOJdFwg5WYbRIlE1Nt4lDq+/fQrLauxcfecUjKFqztaVRmhomL+3cHloDdin/hHh2wcRC48irHoKjGEIFdnICNjHPg3hag6sv+n0dqbSKejKdqbmHLYRHZVzeDHjOOc2/pe4wm0MMLtzBUpsOjJDhxI79h6ieozv8P6EzzyxGNtXxzFV1+8LVRtlIGJ6L55e9FCH7kdF5bLI2olm16uI+YcBkDV67MMfRh5yN4g6P29ORUVF5fJRcw47OaUlBRxb/xbmjB8YYigkXQTMYLELnNH3ImjIzSQNW0A/TdMfWqtXr2LWrNmXtY9am43Nu46za9UB8nac4+qn5zFzxnAAgg16aqvt1IbrMQ5LoNfkvkyeN4KE7nGXdU2VzkVb2FlAkDAC+5Q/IeUfBEFEDk+FyF6qMAwQrhg7UwlourKdqeIwQKmtsXB488dIJ75hsJDJZK0MJrDJcExKhN5Xkz7hLvoYQnw7X21Nq/cgSRJb955k+6r9ZG87i/5IEUEVSmVxJLB7+T6XOLzzJ/Ox3z+Lbn0SEfw4VUXFv1yKnQUkogYi0pDNkSBLoAuCZr58qXQsV4ydqQQ0XdnOVHEYQEh2O8f2rqB831L61h1nrN7uyiM8awunImkq6ZMfomdEYvtcX5Y5ejqTgb3cHeGX3/IfTOU2Ihy/1wVrEQfHkT6xF9OuHeNal5gc3S57UlHxKwb/TgpSUVFR8QdqzmEbcTk5hxmn95C15R2Sy/aQbnR/U8m1GsmJGk3ShPuJSB5yWfuzWq3odPU9Hza7naMnL7Lp+z1c2HIaDuUTXGLloYPPkhCvzIz94z2vYi2sInVCTybMHUbfod1Vz6BKk3izMxWVtka1M5WO4Eq3MzXnMAApyr/A6Q1vEZ6ziYHGMnoAGKHMpuGsaSARI28naeAsoi5DiFXX1nHmbDbnzuRQkJ/LA/dfD8Defaf4+O63MJXUoa+VAHAGp+uMIscPXXCJw2feU9t2qPjOoUMHGT7cPyMYVboOqp2pdARd2c5UcdiBVFeVc3zju2jPrGCQNpeJImCEGkngpJiKrv/1dB97CwO1hhbPJcsyRaWVhIeY0GqVl/HVv39O5rYzSHmVaIpqMJXWoVG0H4X9Q8AhDqOjwgjLVTyUdUYRe98oEsZ2Z8zsIYwY1xeNtmMnpqhcOWRnZ3XZN1OVjkO1M5WOoCvbmSoO2xm73crx7f+j9tD/6CedZYxWAj1IMhyzxVCbNpuek++nX3Ck1+Ozc4tYvWwXBRmFlGUWU5NTjlxQjb6oBlOVnWvXPsngwcr8x+ytZwjZkl3v+JoQLbZoE7o4s+u2bt2iueqrR+jZuxvh0SFqmFhFRUVFRUXFRUCKw0WLFvHiiy+Sk5PDgAEDePnll5k0adJlH9NWa1pClmUuHN1Awc4P6F51iKF6K4iACGfrgimOn0j8mHuxVBg5fzqbzf/dSHFGERVZpVhzK4gckcKv/3E/AKeOXSTj1ysA0Dv+ObFrIC+rCBzicPxdE8mblE9C9zjSeyTQo2ciBrPihczNzXUdJ4oioyb0b9VjUlHxhZEjR/t7CypdANXOVDqCrmxnAScOP/nkE5544gkWLVrExIkTWbRoEXPnzuXo0aOkpKRc8jFttaY58i8eJ2PTW8QWbiNStlFYFsH6kjTOlYRSUBHJw7+bT4+hk0kGfjHxGUJPlNU73uT4V+IR1u3dN5kVQ2MwJoQS2i2CmNRounWPo2evJJKSoxE17rXX3Dihyb1ZLJYW96+icrmodqbSEah2ptIRdGU7C7hq5TFjxjB48GD+85//uG7r1asXCxcu5Pnnn7/kY9pqTVMY9Rrev28i33/bE12pjNEiNVozf/VPGTa0BwC/Wfgi7MvDFm1EGxuMKSmMyG6RxKXF0ntgCoMd69qKZcu+6bIDxFU6DtXOVDoC1c5UOoIr3c46TbVyXV0de/bs4ec//3m922fPns3WrVsv+Zi2WtOQxYsXs3jxYgBEZLQaOyE5yvg4m1bAEqalLkKPJjaI6O7xHDywi6yLR9DpdPz506fZtm0LJSUlAEyePIWsrCzOnDlNxsUjhISJmEwmdu/eCUBiYhKDBg1m5UolxGwwGJk1azYbN26gvFzxQE6dOp3z589x/vw5AIYMGYpGo2Hv3j3s3r2L5OQU+vTpy5o1qwAICgpm2rTprFv3A1VVlQDMnDmbEyeOk5mZAcDw4SOw2+0cOLAfgLS0dNLS0lm//gdAmT05efIUVq9e5WoYOmfOXA4dOkh2dhaguOYtFgtHjhwCoEePniQlJbHRMe85IiKCCRMmsXLlCqxWKwDz5s1nz57d5OUp4fAxY8ZRXl7GsWNHAejduw8xMbFs2bIJgOjoGMaOHcfy5cuQJAlRFJk3bz7bt2+jsLAAgAkTJlFQkM/JkycA6NevP6GhYezYsQ2AuLh4RowYyfLlywDQ6XTMmTOXLVs2eX2dAAYMGNSmrxPQqV+n8vJyzpw5rb5OAf46dfa/p6NHj+BEfZ0C93Xq7H9Pu3fvuqJfp+YIKM9hdnY2SUlJbNiwgcmTJ7tu/+Mf/8hHH33EiRMnLumYtlrTHEaDjt07d3P0WAk9eiWSnByDKIqX83S0KceOHaVfPzXPUKV9Ue1MpSNQ7UylI7jS7azTeA6dNKyelWW5xYpaX45pqzXeEDU64pPSiE9Ka3GtP0hKSvL3FlS6AKqdqXQEqp2pdARd2c4Cx7UFREdHo9Fo6lXWAuTn5xMXF3fJx7TVms6MM5ShotKeqHam0hGodqbSEXRlOwsocajX6xkxYgSrV6+ud/vq1asZP378JR/TVmtUVFRUVFRUVK50Ai6s/NRTT3HXXXcxevRoJkyYwJtvvkl2djaPPvooAK+99hqvvfYax48f9/mYtlzTWYmIiPD3FlS6AKqdqXQEqp2pdARd2c4CThzecsstFBUV8ec//5mcnBwGDhzI8uXLSU1NBaCwsLBRcUhLx7Tlms7KhAmta+StonIpqHam0hGodqbSEXRlOwuoauXOjNlsJiMjx9/baJKVK1cwZ85cf29D5QpHtTOVjkC1M5WO4Eq3s+aqlQMq51Cl/XD2Z1JRaU9UO1PpCFQ7U+kIurKdqeJQRUVFRUVFRUXFhRpWbiMCPazs7MquotKeqHam0hGodqbSEVzpdqaGlVXYs2e3v7eg0gVQ7UylI1DtTKUj6Mp2porDLoJzBqSKSnui2plKR6DamUpH0JXtTBWHKioqKioqKioqLlRx2EUYM2acv7eg0gVQ7UylI1DtTKUj6Mp2porDLkJ5eZm/t6DSBVDtTKUjUO1MpSPoynamisMuwrFjR/29BZUugGpnKh2BamcqHUFXtjNVHKqoqKioqKioqLhQ+xy2EaIoYjKZGt1ut9vRaDQtHu/LupbWNHe/zWZDqw24Udot4uvzF4jXu5xztfZY1c4uD9XO2na9amfeUe2sbderduYdX58/i8WCJEne75RV2pWHHnqozda1tKa5+0eMGOHTPgINX5+/QLze5ZyrtceqdnZ5qHbWtutVO/OOamdtu161M++0xeuuhpXbmWuuuabN1rW0xtdrdSY6+jG15fUu51ytPVa1s8tDtbO2Xa/amXdUO2vb9aqdeactHpMaVu4ijBw5kt27u263d5WOQbUzlY5AtTOVjqAr25nqOewiPPzww/7egkoXQLUzlY5AtTOVjqAr25nqOVRRUVFRUVFRUXGheg5VVFRUVFRUVFRcqOJQRUVFRUVFRUXFhSoOVVRUVFRUVFRUXKjiUKURCxYsICIigoULF/p7KypXCMuXL6dPnz706tWLRYsW+Xs7Klco6nuXSnuTmZnJ1KlT6d+/P0OGDOGLL77w95baBbUgRaUR69ato7Kykvfee4/PP//c39tR6eTYbDb69evHDz/8QFRUFCNHjmTt2rUkJCT4e2sqVxjqe5dKe5OTk0NeXh5Dhw4lPz+fESNGcOLECcxms7+31qaonkOVRkybNo2QkBB/b0PlCmHnzp3079+f5ORkzGYz119/PcuWLfP3tlSuQNT3LpX2JiEhgaFDhwIQGxtLREQEhYWF/t1UO6CKw07Exo0bWbBgAUlJSQiCwLv/v737CYmij+M4/hnUbUMCKUtJM9u0KNTEDQkzEA2hPwoRUgTmRhFWkNDJhG7VUemghlCJN0OoIOygZRHmpTDMLukh/+z2bzslFOU6z+GBCR/jaW1nd3N8v2AO/mb4znfhy4+vv/nNbmfngmva2tq0adMmud1ueb1ePX36NPaJwlEirbtAIKANGzZYf2dmZsrv98cidSwhzG+IBTvr7Pnz5/rx48e8+c0paA6XkJmZGeXl5enatWtauXLlgvPd3d1qaGhQU1OThoeHVVJSon379mlyctK6Ji8v75fH1NRULD8KlpBI6+5XO1cMw4h63lha7JjfgN+xq84+f/6s48eP68aNG86czyL+dWbERXJysnnr1q15Y8XFxeapU6fmjeXk5JiNjY2Ljj8wMGAePnw4khThQH9Sd4ODg2Z1dbV1rqmpyezo6Ih6rli6IpnfmLsQrj+ts2/fvpl79uwxu7q6YpFmXLBy6BDfv3/XixcvVFlZOW+8srJSz549i1NWcLpw6q64uFivX7/W1NSUvn79qjt37ujAgQPxSBdLFPMbYiGcOjNNUz6fT+Xl5aqtrY1HmjFBc+gQwWBQoVBIaWlp88bT0tL0/v37RcXau3evampq1Nvbq8zMTA0NDdmZKhwknLpLTExUS0uLKioqlJ+frzNnzmj9+vXxSBdLVLjzG3MXIhFOnQ0ODqq7u1t3795VYWGhCgsL9erVq3ikG1WJ8U4A9vrv3gfTNBe9H6K/v9/OlLAM/K7uqqqqVFVVFeu04DC/qzPmLtjh/+qstLRUc3Nz8Ugrplg5dIjU1FQlJCQsWCX8+PHjgv+CALtQd4gF6gyxQJ39RHPoEC6XS16vV319ffPG+/r6VFJSEqes4HTUHWKBOkMsUGc/8Vh5CZmZmdH4+LgkaW5uTpOTk3r58qVWr16trKwsXbhwQbW1tSouLtbu3bt1/fp1BQIB1dfXxzlzLGXUHWKBOkMsUGdhiuu70liUgYEBU9KCo66uzrqmtbXV3Lhxo+lyucyioiLzyZMn8UsYjkDdIRaoM8QCdRYeflsZAAAAFvYcAgAAwEJzCAAAAAvNIQAAACw0hwAAALDQHAIAAMBCcwgAAAALzSEAAAAsNIcAAACw0BwCwF/C5/PJMAwZhqGysrJ5527evKnc3Fy5XC6lpKSEFe/y5ctWvMzMTPsTBuBINIcA8BdJT0/X0NCQ2trarLFAIKDTp0+rpKREjx49Un9/f1ixTpw4oaGhIe3fvz9a6QJwoMR4JwAA+GnFihXatWvXvLGxsTGFQiHV1dWptLQ07FgZGRnKyMjQ2rVr7U4TgIOxcggANrt69ar1OPdXx7lz58KO5fP5rEfMFRUVMgxDPp9PkvTmzRsdOnRI69atk9vtVlZWlmpqajQ7OxuFTwVguWDlEABsdvToUZWXl0uSbt++rZaWFg0MDMjtdkuSsrOzw4516dIleb1enT9/Xq2trSoqKrJWAg8ePKiUlBS1t7crNTVVfr9fvb29mpubs/0zAVg+aA4BwGYej0cej0eS1NnZqezs7AUvmIRr8+bN2rZtmyRp+/bt1iPnYDCosbEx3bt3T9XV1db1x44diyx5AMsezSEARNHIyIgKCgpsj7tmzRp5PB41Njbqw4cPKisrU25uru33AbD8sOcQAKLENE2Njo5qx44dtsc2DEN9fX3auXOnLl68qC1btsjj8ai9vd32ewFYXmgOASBKJiYm9OXLl6isHEr/Pr7u6urSp0+fNDw8rPLycp09e1YPHjyIyv0ALA80hwAQJYFAQNLiXkD5E4ZhqLCwUM3NzZKk0dHRqN4PgLOx5xAAoiQ5OVmS1NPTo9nZ2QXfXxiJkZERNTQ06MiRI8rJyVEoFFJnZ6cSExOtN6UB4E/QHAJAlBQUFKi+vl4dHR3q6enR+Pi4bbHT09OVlZWl5uZmTU9Py+12Kz8/X/fv35fX67XtPgCWH8M0TTPeSQAA/v3C68ePH2t8fFyGYSghISGieKZpKhQK6eTJk3r48KGmp6dtyhSAk7HnEAD+IhMTE0pKSlJFRUXEsa5cuaKkpCR1dXXZkBmA5YKVQwD4S7x9+1bBYFCStGrVKm3dujWieO/evZPf75ckuVyuqL01DcBZaA4BAABg4bEyAAAALDSHAAAAsNAcAgAAwEJzCAAAAAvNIQAAACw0hwAAALDQHAIAAMDyD8sZlIg+/RdkAAAAAElFTkSuQmCC", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "rescaling = postproc.parameters.total_plasma_frequency * postproc.parameters.a_ws**2\n", "fig, ax = plt.subplots(1,1, figsize=(10,7))\n", "ax2 = ax.twiny()\n", "ax.plot(tc.diffusion_df[\"Time\"].iloc[:,0]*1e15, tc.diffusion_df[(\"H Diffusion\", \"Parallel\",\"Mean\")]/rescaling,\n", " label = r'$D_{\\parallel}$')\n", "ax.fill_between(\n", " tc.diffusion_df[\"Time\"].iloc[:,0]*1e15, \n", " tc.diffusion_df[(\"H Diffusion\", \"Parallel\",\"Mean\")]/rescaling - tc.diffusion_df[(\"H Diffusion\", \"Parallel\",\"Std\")]/rescaling,\n", " tc.diffusion_df[(\"H Diffusion\", \"Parallel\",\"Mean\")]/rescaling + tc.diffusion_df[(\"H Diffusion\", \"Parallel\",\"Std\")]/rescaling,\n", " alpha = 0.2)\n", "\n", "# Perpendicular\n", "ax.plot(tc.diffusion_df[\"Time\"].iloc[:,0]*1e15, tc.diffusion_df[(\"H Diffusion\", \"Perpendicular\",\"Mean\")]/rescaling,\n", " label = r'$D_{\\perp}$')\n", "ax.fill_between(\n", " tc.diffusion_df[\"Time\"].iloc[:,0]*1e15, \n", " tc.diffusion_df[(\"H Diffusion\", \"Perpendicular\",\"Mean\")]/rescaling - tc.diffusion_df[(\"H Diffusion\", \"Perpendicular\",\"Std\")]/rescaling,\n", " tc.diffusion_df[(\"H Diffusion\", \"Perpendicular\",\"Mean\")]/rescaling + tc.diffusion_df[(\"H Diffusion\", \"Perpendicular\",\"Std\")]/rescaling,\n", " alpha = 0.2)\n", "\n", "ax.plot(tc.diffusion_df[\"Time\"].iloc[:,0]*1e15, tc.diffusion_df[(\"H Diffusion\", \"Parallel\",\"Mean\")].expanding().mean()/rescaling,\n", " ls = '--', label = 'Mov Avg')\n", "\n", "ax.plot(tc.diffusion_df[\"Time\"].iloc[:,0]*1e15, tc.diffusion_df[(\"H Diffusion\", \"Perpendicular\",\"Mean\")].expanding().mean()/rescaling,\n", " ls = '--', label = r'Mov Avg')\n", "# ax.axhline(coefficient[\"H Parallel Diffusion avg\"].iloc[10]/rescaling)\n", "# ax2.plot(diffusion[\"H Parallel Diffusion avg\"].expanding().mean()/rescaling, ls = '')\n", "# ax.grid(False)\n", "ax.legend(ncol = 2)\n", "ax.set_xlim(tc.diffusion_df[\"Time\"].iloc[1,0]*1e15, 1.5*tc.diffusion_df[\"Time\"].iloc[-1,0]*1e15)\n", "_ = ax.set( xlabel = r'$\\tau$ [fs]', ylabel =r'$D_{\\parallel,\\perp}$ [$\\omega_p a_{ws}^2$]', xscale = 'log')\n", "\n", "ax2.set_xlim([1,1500*1.5])\n", "ax2.grid(alpha = 0.1)\n", "ax2.set( xscale = 'log', xlabel = 'Index')" ] }, { "cell_type": "markdown", "id": "a03202ab-448d-487f-8e01-c005d62df860", "metadata": { "pycharm": { "name": "#%% md\n" } }, "source": [ "This gives a clearer picture of the diffusion coefficient. Note that the diffusion is a constant and not a function of time. This plot is meant to show how the diffusion changes as the upper limit of the time integration is varied. The final value to be published would be an average over the last ~ 800 diffusion values." ] }, { "cell_type": "code", "execution_count": 11, "id": "3c6b32b7-7af5-4268-ac0c-57da1496523c", "metadata": { "pycharm": { "name": "#%%\n" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The perpendicular diffusion is D_x = 0.0023 w_p a_ws^2\n", "The parallel diffusion is D_z = 0.0029 w_p a_ws^2\n" ] } ], "source": [ "print('The perpendicular diffusion is D_x = {:.4f} w_p a_ws^2'.format(\n", " 1/rescaling * tc.diffusion_df[\"H Diffusion\",\"Perpendicular\",\"Mean\"].iloc[-800:].mean()) ) \n", "print('The parallel diffusion is D_z = {:.4f} w_p a_ws^2'.format(\n", " 1/rescaling * tc.diffusion_df[\"H Diffusion\",\"Parallel\",\"Mean\"].iloc[-800:].mean()) ) " ] } ], "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": "3.8.10" }, "vscode": { "interpreter": { "hash": "df0893f56f349688326838aaeea0de204df53a132722cbd565e54b24a8fec5f6" } } }, "nbformat": 4, "nbformat_minor": 5 }