{ "cells": [ { "cell_type": "raw", "metadata": { "collapsed": false }, "source": [ "Code provided under BSD 3-Clause license, all other content under a Creative Commons Attribution license, CC-BY 4.0. (c) 2023 Francesco Mario Antonio Mitrotta." ] }, { "attachments": {}, "cell_type": "markdown", "metadata": { "collapsed": true, "pycharm": { "name": "#%% md\n" } }, "source": [ "# Proof-of-concept of a Nonlinear Structural Stability Constraint for Aeroelastic Optimizations\n", "\n", "***\n", "\n", "This notebook shows how to produce the figures published in the paper titled _Proof-of-concept of a Nonlinear Structural Stability Constraint for Aeroelastic Optimizations_, presented at the RAeS 8th Aircraft Structural Design Conference in October 2023 and authored by Francesco M. A. Mitrotta, Alberto Pirrera, Terence Macquart, Jonathan E. Cooper, Alex Pereira do Prado and Pedro Higino Cabral.\n", "\n", "* [Nonlinear structural stability of canonical examples](#canonical-examples)\n", " * [Supercritical pitchfork bifurcation](#supercritical-pitchfork)\n", " * [Broken supercritical pitchfork](#broken-pitchfork)\n", " * [Limit point bifurcation](#limit-point)\n", "* [Nonlinear structural stability of a CRM-like box beam](#crm-like-box-beam)\n", "* [Optimization of the CRM-like box beam with nonlinear structural stability constraints](#optimization)" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import os\n", "\n", "# Define name of directory where to save analyses and figures\n", "analysis_directory_name = \"RAeS_2023\"\n", "ANALYSIS_DIRECTORY_PATH = os.path.join(os.getcwd(), \"analyses\", analysis_directory_name)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## Nonlinear structural stability of canonical examples \n", "\n", "***\n", "\n", "### Supercritical pitchfork bifurcation " ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "088bdd86f9614fd68f104ec79ca30369", "version_major": 2, "version_minor": 0 }, "image/png": 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", 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default_font_size # set default font size of figures\n", "\n", "colors = plt.rcParams[\"axes.prop_cycle\"].by_key()[\"color\"] # retrieve list with succession of standard matplotlib colors\n", "UNSTABLE_COLOR = colors[1] # red\n", "GLASS_CEILING_COLOR = colors[2] # green\n", "del colors[1:3] # delete green and red from list of colors\n", "\n", "# Plot trivial stable solution of perfect system\n", "scale = 0.75 # scale of figure\n", "fig, ax = plt.subplots(figsize=(textwidth_inches*scale, fig_height_inches*scale))\n", "theta_trivial_stable = np.array([0., 0.]) # deg\n", "load_trivial_stable = np.array([0., 1.])\n", "stable_line = ax.plot(theta_trivial_stable, load_trivial_stable, label=\"stable\")\n", "\n", "# Plot nontrivial stable solution of perfect system\n", "theta_max = 120 # deg\n", "theta_nontrivial = np.linspace(-theta_max, theta_max) # deg\n", "load_nontrivial = np.deg2rad(theta_nontrivial)/np.sin(np.deg2rad(theta_nontrivial))\n", "ax.plot(theta_nontrivial, load_nontrivial, color=stable_line[0].get_color())\n", "\n", "# Plot trivial unstable solution of perfect system\n", "theta_trivial_unstable = np.array([0., 0.]) # deg\n", "load_trivial_unstable = np.array([1., np.max(load_nontrivial)])\n", "ax.plot(theta_trivial_unstable, load_trivial_unstable, UNSTABLE_COLOR, linestyle=\"--\", label=\"unstable\")\n", "\n", "# Plot glass ceiling of linear buckling\n", "ax.axhline(y=1, color=GLASS_CEILING_COLOR, linestyle=\"-.\", label=\"glass ceiling of linear buckling\")\n", "\n", "# Plot bifurcation point\n", "ax.plot(0, 1, \"o\", mec=UNSTABLE_COLOR, mfc=\"w\", label=\"bifurcation point\")\n", "\n", "# Set plot appearance\n", "ax.set_xlabel(\"$\\\\theta,\\,\\mathrm{deg}$\")\n", "ax.set_ylabel(\"$P/P_c$\")\n", "ax.set_ylim([0, 2])\n", "ax.legend()\n", "ax.grid()\n", "plt.show()\n", "fig.savefig(os.path.join(ANALYSIS_DIRECTORY_PATH, \"CollinearRodsPitchfork.svg\"), format=\"svg\", bbox_inches=\"tight\", pad_inches=0)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Broken supercritical pitchfork " ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "76fa9d226c354943abc2008b8ccf0036", "version_major": 2, "version_minor": 0 }, "image/png": 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\n", " " ], "text/plain": [ "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from matplotlib.lines import Line2D # package for custom legend\n", "\n", "color_starting_index = 1 # index of first color to use for plotting\n", "imperfections = [1, 5, 10, 15] # [deg]\n", "fig, ax = plt.subplots(figsize=(textwidth_inches*scale, fig_height_inches*scale))\n", "for count, theta_0 in enumerate(imperfections): # iterate through initial angles theta_0\n", " theta_negative = np.arange(-theta_max, 0)\n", " theta_positive = np.arange(theta_0, theta_max + 1)\n", " load_theta_negative = np.deg2rad(theta_negative - theta_0)/np.sin(np.deg2rad(theta_negative))\n", " load_theta_positive = np.deg2rad(theta_positive - theta_0)/np.sin(np.deg2rad(theta_positive))\n", " stability_theta_negative = np.deg2rad(theta_negative - theta_0)/np.tan(np.deg2rad(theta_negative))\n", " ax.plot(theta_negative[stability_theta_negative<1], load_theta_negative[stability_theta_negative<1],\n", " color=colors[color_starting_index + count], label=f\"$\\\\theta_0={theta_0:d}\\,\\mathrm{{deg}}$, stable\")\n", " ax.plot(theta_negative[stability_theta_negative>1], load_theta_negative[stability_theta_negative>1], UNSTABLE_COLOR, linestyle=\"--\")\n", " ax.plot(theta_positive, load_theta_positive, color=colors[color_starting_index + count])\n", "ax.set_xlabel(\"$\\\\theta,\\,\\mathrm{deg}$\")\n", "ax.set_ylabel(\"$P/P_c$\")\n", "ax.set_ylim([0, 2])\n", "handles, labels = ax.get_legend_handles_labels()\n", "handles.append(Line2D([0], [0], color=UNSTABLE_COLOR, linestyle=\"--\", label=\"unstable\"))\n", "labels.append(\"unstable\")\n", "ax.legend(handles=handles, labels=labels)\n", "ax.grid()\n", "plt.show()\n", "fig.savefig(os.path.join(ANALYSIS_DIRECTORY_PATH, \"CollinearRodsBrokenPitchfork.svg\"), format=\"svg\", bbox_inches=\"tight\", pad_inches=0)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Limit point bifurcation " ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "9eb9dddcb63d4d7498e97991fdc96340", "version_major": 2, "version_minor": 0 }, "image/png": 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", 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\n", " Figure\n", "
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\n", " " ], "text/plain": [ "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "alpha_0 = 30 # deg\n", "theta_max = 37 # deg\n", "step = 0.1 # deg\n", "theta = np.arange(-theta_max, theta_max + step, step) # deg\n", "\n", "nondimensional_load = 4 * (np.sin(np.deg2rad(theta)) - np.cos(np.deg2rad(alpha_0)) * np.tan(np.deg2rad(theta)))\n", "stability = (np.cos(np.deg2rad(alpha_0)) - np.cos(np.deg2rad(theta))**3) / np.cos(np.deg2rad(theta))\n", "\n", "# Create an array for alpha_0 - theta\n", "alpha_minus_theta = alpha_0 - theta\n", "\n", "# Split data into segments with the same sign of stability\n", "segments = []\n", "current_segment_indices = []\n", "limit_point_indices = []\n", "for i in range(len(alpha_minus_theta)):\n", " if i == 0 or np.sign(stability[i]) == np.sign(stability[i - 1]):\n", " current_segment_indices.append(i)\n", " else:\n", " segments.append(current_segment_indices)\n", " current_segment_indices = [i]\n", " limit_point_indices.append(i - 1) # the limit point is taken as the last point with same stability for visualization purposes\n", "segments.append(current_segment_indices) # Append the last segment\n", "\n", "# Create a figure and axis\n", "fig, ax = plt.subplots(figsize=(textwidth_inches*scale, fig_height_inches*scale))\n", "\n", "# Plot line segments separately based on stability sign\n", "for segment in segments:\n", " if stability[segment[0]] >= 0:\n", " ax.plot(alpha_minus_theta[segment], nondimensional_load[segment], color=colors[0])\n", " else:\n", " ax.plot(alpha_minus_theta[segment], nondimensional_load[segment], color=UNSTABLE_COLOR, linestyle=\"--\")\n", "ax.plot(alpha_minus_theta[limit_point_indices], nondimensional_load[limit_point_indices], \"o\", mec=UNSTABLE_COLOR, mfc=\"w\")\n", "\n", "# Label the axes and set limts\n", "plt.xlabel(\"$\\\\alpha_0 - \\\\theta,\\,\\mathrm{deg}$\")\n", "plt.ylabel(\"$P/kl$\")\n", "plt.ylim([-0.2, 0.2])\n", "\n", "# Create proxy artists for the legend\n", "stable_line = Line2D([0], [0], color=colors[0], label=\"stable\")\n", "unstable_line = Line2D([0], [0], color=UNSTABLE_COLOR, linestyle=\"--\", label=\"unstable\")\n", "limit_point = Line2D([0], [0], marker=\"o\", mec=UNSTABLE_COLOR, mfc=\"w\", linestyle=\"None\", label=\"limit point\")\n", "\n", "# Display the legend with the proxy artists\n", "plt.legend(handles=[stable_line, unstable_line, limit_point], loc=\"upper right\", bbox_to_anchor=(0.85, 1.))\n", "\n", "# Show the plot\n", "plt.grid(True)\n", "plt.show()\n", "fig.savefig(os.path.join(ANALYSIS_DIRECTORY_PATH, \"InclinedRodsLimitPoint.svg\"), format=\"svg\", bbox_inches=\"tight\", pad_inches=0)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Plot two limit point bifurcations side by side." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "e2c0a3e5d573439bb4da20c1d9983dec", "version_major": 2, "version_minor": 0 }, "image/png": 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\\\\theta,\\,\\mathrm{deg}$\")\n", " ax.set_ylim([-0.2, 0.2])\n", " ax.grid(True)\n", "\n", "# Label the y-axis only for the left subplot\n", "axs[0].set_ylabel(\"$P/kl$\")\n", "\n", "# Show the plot\n", "plt.grid(True)\n", "plt.show()\n", "\n", "# Save the figure (You might need to define ANALYSIS_DIRECTORY_PATH)\n", "fig.savefig(os.path.join(ANALYSIS_DIRECTORY_PATH, \"LimitPointBifurcationSideBySide.svg\"), format=\"svg\", bbox_inches=\"tight\", pad_inches=0)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": { "pycharm": { "name": "#%% md\n" } }, "source": [ "## Nonlinear structural stability of a CRM-like box beam \n", "\n", "***\n", "\n", "Geometrical and material properties." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of stiffeners per skin: 2\n", "Number of ribs: 19\n" ] } ], "source": [ "l = 29.38e3 # [mm] box beam length\n", "w = 3.41e3 # [mm] box beam width\n", "h = 0.77e3 # [mm] box beam height\n", "t = h/100 # [mm] initial box beam thickness\n", "stiffeners_height = h/10 # [mm] stiffeners height\n", "no_stiffeners = 2 # number of stiffeners\n", "stiffeners_x_locations = np.linspace(0, w, no_stiffeners + 2)[1:-1] # [mm] stiffeners x-coordinates\n", "stiffeners_spacing = w/(no_stiffeners + 1) # [mm] stiffeners spacing\n", "ribs_spacing = stiffeners_spacing*1.4 # [mm] ribs spacing\n", "no_ribs = round(l/ribs_spacing) + 1 # number of ribs\n", "ribs_y_locations = np.linspace(0, l, no_ribs) # [mm] ribs y-coordinates\n", "print(f\"Number of stiffeners per skin: {no_stiffeners:d}\\nNumber of ribs: {no_ribs:d}\") # print number of stiffeners and ribs\n", "rho = 2780e-12 # density [tons/mm^3]\n", "E = 73.1e3 # Young's modulus [MPa]\n", "nu = 0.3 # Poisson's ratio" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Plot the external geometry." ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "pycharm": { "name": "#%%\n" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "c:\\Users\\qa21944\\Anaconda3\\envs\\phd-jupyter-notebooks-py39\\lib\\site-packages\\pyvista\\plotting\\plotting.py:6138: UserWarning: \n", "Set `jupyter_backend` backend to `\"none\"` to take a screenshot within a notebook environment.\n", " warnings.warn(\n" ] }, { "data": { "image/png": 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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import pyvista\n", "from resources import box_beam_utils\n", "\n", "pyvista.rcParams[\"transparent_background\"] = True\n", "\n", "# Discretize top and bottom skin\n", "top_skin = pyvista.Plane(center=[w/2, l/2, h/2], direction=[0, 0, 1], i_size=w, j_size=l, i_resolution=1, j_resolution=1)\n", "bottom_skin = pyvista.Plane(center=[w/2, l/2, -h/2], direction=[0, 0, -1], i_size=w, j_size=l, i_resolution=1, j_resolution=1)\n", "# Discretize front and rear spar\n", "front_spar = pyvista.Plane(center=[0, l/2, 0], direction=[-1, 0, 0], i_size=h, j_size=l, i_resolution=1, j_resolution=1)\n", "rear_spar = pyvista.Plane(center=[w, l/2, 0], direction=[1, 0, 0], i_size=h, j_size=l, i_resolution=1, j_resolution=1)\n", "# Discretize root and tip ribs\n", "root_rib = pyvista.Plane(center=[w/2, 0, 0], direction=[0, -1, 0], i_size=w, j_size=h, i_resolution=1, j_resolution=1)\n", "tip_rib = pyvista.Plane(center=[w/2, l, 0], direction=[0, 1, 0], i_size=w, j_size=h, i_resolution=1, j_resolution=1)\n", "# Merge parts together and plot\n", "merged_parts = top_skin.merge([bottom_skin] + [front_spar] + [rear_spar] + [root_rib] + [tip_rib])\n", "pl = pyvista.Plotter(notebook=True, window_size=[4000, 4000])\n", "pl.add_mesh(merged_parts, show_edges=True, line_width=5)\n", "pl.camera.azimuth = 80\n", "pl.show(jupyter_backend=\"static\", screenshot=os.path.join(ANALYSIS_DIRECTORY_PATH, \"ExternalGeometry.png\"))" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": { "pycharm": { "name": "#%% md\n" } }, "source": [ "Plot internal geometry." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Initialize lists of the PolyData objects corresponding to the box segments and to the ribs\n", "ribs = []\n", "rib_segments_x_coordinates = np.concatenate(([0.], stiffeners_x_locations, [w])) # create array of the x-coordiantes defining the rib segments\n", "rib_segments_widths = np.ediff1d(rib_segments_x_coordinates) # calculate the width of each rib segment\n", "# Iterate through the y-coordinates of the rib, except last one\n", "for y in ribs_y_locations:\n", " # Discretize current rib and add PolyData object to the list\n", " ribs = ribs + [pyvista.Plane(center=[w/2, y, 0], direction=[0, 1, 0], i_size=w, j_size=h, i_resolution=1, j_resolution=1)]\n", "# Initialize lists of the PolyData objects corresponding to the stiffeners\n", "top_stiffeners = []\n", "bottom_stiffeners = []\n", "# Iterate through the x-coordinates of the stiffeners, except last one\n", "for count, x in enumerate(stiffeners_x_locations):\n", " # Discretize top stiffener\n", " top_stiffeners.append(pyvista.Plane(center=[x, l/2, h/2 - stiffeners_height/2], direction=[1, 0, 0], i_size=stiffeners_height, j_size=l,\n", " i_resolution=1, j_resolution=1))\n", " # Discretize bottom stiffener\n", " bottom_stiffeners.append(pyvista.Plane(center=[x, l/2, -h/2 + stiffeners_height/2], direction=[1, 0, 0], i_size=stiffeners_height,\n", " j_size=l, i_resolution=1, j_resolution=1))\n", "# Merge all box segments and ribs together\n", "merged_parts = ribs[0].merge(ribs[1:] + top_stiffeners + bottom_stiffeners)\n", "pl = pyvista.Plotter(notebook=True, window_size=[4000, 4000])\n", "pl.add_mesh(merged_parts, show_edges=True, line_width=5)\n", "pl.camera.azimuth = 80\n", "pl.show(jupyter_backend=\"static\", screenshot=os.path.join(ANALYSIS_DIRECTORY_PATH, \"InternalGeometry.png\"))" ] }, { "cell_type": "markdown", "metadata": { "pycharm": { "name": "#%%\n" } }, "source": [ "Plot mesh convergence study results" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Prescribed length of shell elements for mesh convergence study [mm]:\n", "[385. 255.53716 169.60841595 112.57468292 74.71951886\n", " 49.59380168 32.91703697 21.84811985 14.50131558 9.625 ]\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "subcase=0 already exists...skipping\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Nastran job linear_buckling_4344_elements.bdf completed\n", "Wall time: 2.0 s\n" ] }, { "data": { "text/html": [ "WARNING: subcase.py:683 nwords_to_lsem=1000 nwords_to_lsem//4=250\n", "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "WARNING: subcase.py:683 nwords_to_lsem=1000 nwords_to_lsem//4=250\n", "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "WARNING: subcase.py:683 nwords_to_lsem=1000 nwords_to_lsem//4=250\n", "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "WARNING: subcase.py:683 nwords_to_lsem=1000 nwords_to_lsem//4=250\n", "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "\u001b[1mResults of model with:\n", "- 385 mm prescribed element length\n", "- 4344 elements\u001b[0m\n", " \u001b[1m- 24522 degrees of freedom\u001b[0m\n", "Buckling load: 13255 N\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "subcase=0 already exists...skipping\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Nastran job linear_buckling_8856_elements.bdf completed\n", "Wall time: 4.0 s\n" ] }, { "data": { "text/html": [ "WARNING: subcase.py:683 nwords_to_lsem=1000 nwords_to_lsem//4=250\n", "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "WARNING: subcase.py:683 nwords_to_lsem=1000 nwords_to_lsem//4=250\n", "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "WARNING: subcase.py:683 nwords_to_lsem=1000 nwords_to_lsem//4=250\n", "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "WARNING: subcase.py:683 nwords_to_lsem=1000 nwords_to_lsem//4=250\n", "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "\u001b[1mResults of model with:\n", "- 256 mm prescribed element length\n", "- 8856 elements\u001b[0m\n", " \u001b[1m- 50442 degrees of freedom\u001b[0m\n", "Buckling load: 12604 N\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "subcase=0 already exists...skipping\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Nastran job linear_buckling_14976_elements.bdf completed\n", "Wall time: 9.0 s\n" ] }, { "data": { "text/html": [ "WARNING: subcase.py:683 nwords_to_lsem=1000 nwords_to_lsem//4=250\n", "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "WARNING: subcase.py:683 nwords_to_lsem=1000 nwords_to_lsem//4=250\n", "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "WARNING: subcase.py:683 nwords_to_lsem=1000 nwords_to_lsem//4=250\n", "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "WARNING: subcase.py:683 nwords_to_lsem=1000 nwords_to_lsem//4=250\n", "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "\u001b[1mResults of model with:\n", "- 170 mm prescribed element length\n", "- 14976 elements\u001b[0m\n", " \u001b[1m- 85866 degrees of freedom\u001b[0m\n", "Buckling load: 12419 N\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "subcase=0 already exists...skipping\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Nastran job linear_buckling_33120_elements.bdf completed\n", "Wall time: 21.0 s\n" ] }, { "data": { "text/html": [ "WARNING: subcase.py:683 nwords_to_lsem=1000 nwords_to_lsem//4=250\n", "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "WARNING: subcase.py:683 nwords_to_lsem=1000 nwords_to_lsem//4=250\n", "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "WARNING: subcase.py:683 nwords_to_lsem=1000 nwords_to_lsem//4=250\n", "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "WARNING: subcase.py:683 nwords_to_lsem=1000 nwords_to_lsem//4=250\n", "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "\u001b[1mResults of model with:\n", "- 113 mm prescribed element length\n", "- 33120 elements\u001b[0m\n", " \u001b[1m- 192354 degrees of freedom\u001b[0m\n", "Buckling load: 12318 N\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "subcase=0 already exists...skipping\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Nastran job linear_buckling_61632_elements.bdf completed\n", "Wall time: 37.0 s\n" ] }, { "data": { "text/html": [ "WARNING: subcase.py:683 nwords_to_lsem=1000 nwords_to_lsem//4=250\n", "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "WARNING: subcase.py:683 nwords_to_lsem=1000 nwords_to_lsem//4=250\n", "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "WARNING: subcase.py:683 nwords_to_lsem=1000 nwords_to_lsem//4=250\n", "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "WARNING: subcase.py:683 nwords_to_lsem=1000 nwords_to_lsem//4=250\n", "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "\u001b[1mResults of model with:\n", "- 75 mm prescribed element length\n", "- 61632 elements\u001b[0m\n", " \u001b[1m- 359970 degrees of freedom\u001b[0m\n", "Buckling load: 12307 N\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "subcase=0 already exists...skipping\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Nastran job linear_buckling_134496_elements.bdf completed\n", "Wall time: 102.0 s\n" ] }, { "data": { "text/html": [ "WARNING: subcase.py:683 nwords_to_lsem=1000 nwords_to_lsem//4=250\n", "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "WARNING: subcase.py:683 nwords_to_lsem=1000 nwords_to_lsem//4=250\n", "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "WARNING: subcase.py:683 nwords_to_lsem=1000 nwords_to_lsem//4=250\n", "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "WARNING: subcase.py:683 nwords_to_lsem=1000 nwords_to_lsem//4=250\n", "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "\u001b[1mResults of model with:\n", "- 50 mm prescribed element length\n", "- 134496 elements\u001b[0m\n", " \u001b[1m- 790674 degrees of freedom\u001b[0m\n", "Buckling load: 12309 N\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "subcase=0 already exists...skipping\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Nastran job linear_buckling_301248_elements.bdf completed\n", "Wall time: 534.0 s\n" ] }, { "data": { "text/html": [ "WARNING: subcase.py:683 nwords_to_lsem=1000 nwords_to_lsem//4=250\n", "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "WARNING: subcase.py:683 nwords_to_lsem=1000 nwords_to_lsem//4=250\n", "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "WARNING: subcase.py:683 nwords_to_lsem=1000 nwords_to_lsem//4=250\n", "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "WARNING: subcase.py:683 nwords_to_lsem=1000 nwords_to_lsem//4=250\n", "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "\u001b[1mResults of model with:\n", "- 33 mm prescribed element length\n", "- 301248 elements\u001b[0m\n", " \u001b[1m- 1777794 degrees of freedom\u001b[0m\n", "Buckling load: 12305 N\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "subcase=0 already exists...skipping\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Nastran job linear_buckling_674424_elements.bdf completed\n", "Wall time: 1811.0 s\n" ] }, { "data": { "text/html": [ "WARNING: subcase.py:683 nwords_to_lsem=1000 nwords_to_lsem//4=250\n", "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "WARNING: subcase.py:683 nwords_to_lsem=1000 nwords_to_lsem//4=250\n", "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "WARNING: subcase.py:683 nwords_to_lsem=1000 nwords_to_lsem//4=250\n", "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "WARNING: subcase.py:683 nwords_to_lsem=1000 nwords_to_lsem//4=250\n", "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "\u001b[1mResults of model with:\n", "- 22 mm prescribed element length\n", "- 674424 elements\u001b[0m\n", " \u001b[1m- 3990282 degrees of freedom\u001b[0m\n", "Buckling load: 12311 N\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "subcase=0 already exists...skipping\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Nastran job linear_buckling_1502064_elements.bdf completed\n", "Wall time: 9876.0 s\n" ] }, { "data": { "text/html": [ "WARNING: subcase.py:683 nwords_to_lsem=1000 nwords_to_lsem//4=250\n", "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "WARNING: subcase.py:683 nwords_to_lsem=1000 nwords_to_lsem//4=250\n", "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "WARNING: subcase.py:683 nwords_to_lsem=1000 nwords_to_lsem//4=250\n", "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "WARNING: subcase.py:683 nwords_to_lsem=1000 nwords_to_lsem//4=250\n", "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "\u001b[1mResults of model with:\n", "- 15 mm prescribed element length\n", "- 1502064 elements\u001b[0m\n", " \u001b[1m- 8902986 degrees of freedom\u001b[0m\n", "Buckling load: 12311 N\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "subcase=0 already exists...skipping\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Nastran job linear_buckling_3337920_elements.bdf completed\n", "Wall time: 16681.0 s\n" ] }, { "data": { "text/html": [ "WARNING: subcase.py:683 nwords_to_lsem=1000 nwords_to_lsem//4=250\n", "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "WARNING: subcase.py:683 nwords_to_lsem=1000 nwords_to_lsem//4=250\n", "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "WARNING: subcase.py:683 nwords_to_lsem=1000 nwords_to_lsem//4=250\n", "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "WARNING: subcase.py:683 nwords_to_lsem=1000 nwords_to_lsem//4=250\n", "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "\u001b[1mResults of model with:\n", "- 10 mm prescribed element length\n", "- 3337920 elements\u001b[0m\n", " \u001b[1m- 19803858 degrees of freedom\u001b[0m\n", "Buckling load: 12322 N\n" ] } ], "source": [ "from resources import pynastran_utils\n", "\n", "def apply_tip_concentrated_load(bdf_input, force_id):\n", " # Add master node at the center of the tip section\n", " master_node_id = len(bdf_input.nodes) + 1\n", " bdf_input.add_grid(master_node_id, [w/2, l, 0.])\n", " # Find id of the nodes on the edge of the tip rib\n", " tolerance = t/10 # we define a geometric tolerance to find the nodes on the edge of the tip rib equal to 1/10 of the cross-sectional thickness\n", " tip_edge_nodes_ids = [nid for nid in bdf_input.nodes if (np.abs(bdf_input.nodes[nid].xyz[1] - l) < tolerance) &\n", " (np.abs((bdf_input.nodes[nid].xyz[0]) < tolerance) | (np.abs(bdf_input.nodes[nid].xyz[0] - w) < tolerance) |\n", " (np.abs(bdf_input.nodes[nid].xyz[2] - h/2) < tolerance) | (np.abs(bdf_input.nodes[nid].xyz[2] + h/2) < tolerance))]\n", " # Add RBE3 to connect master node with edge nodes of tip rib\n", " rbe3_eid = len(bdf_input.elements) + 1\n", " bdf_input.add_rbe3(eid=rbe3_eid, refgrid=master_node_id, refc='123456', weights=[1.]*len(tip_edge_nodes_ids),\n", " comps=['123456']*len(tip_edge_nodes_ids), Gijs=tip_edge_nodes_ids)\n", " # Add concentrated force\n", " force_direction = [0., 0., 1.]\n", " pynastran_utils.add_unitary_force(bdf_object=bdf_input, nodes_ids=[master_node_id], set_id=force_id, direction_vector=force_direction)\n", " # Return id of master node\n", " return master_node_id\n", "\n", "force_set_id = 11 # define FORCE card identification number\n", "eigenvalue_calculation_subcase_id = 2 # define subcase id of eigenvalue calculation\n", "\n", "# Define shell elements' lengths to be used for the mesh convergence study and print them to screen\n", "shell_element_lengths = np.geomspace(h/2, stiffeners_height/8, 10) # [m]\n", "print(\"Prescribed length of shell elements for mesh convergence study [mm]:\")\n", "print(shell_element_lengths)\n", "\n", "# Initialize arrays with number of elements, number of degrees of freedom and linear buckling loads\n", "no_elements = np.empty(np.shape(shell_element_lengths), dtype=int)\n", "dofs = np.empty(np.shape(shell_element_lengths))\n", "linear_buckling_loads = np.empty(np.shape(shell_element_lengths))\n", "\n", "# Iterate through the different edge lengths\n", "for count, element_length in enumerate(shell_element_lengths):\n", " # Generate base bdf input\n", " box_beam_mesh = box_beam_utils.mesh_stiffened_box_beam_with_pyvista(width=w, height=h, ribs_y_coordinates=ribs_y_locations,\n", " stiffeners_x_coordinates=stiffeners_x_locations,\n", " stiffeners_height=stiffeners_height, element_length=element_length)\n", " nodes_xyz_array = box_beam_mesh.points\n", " nodes_connectivity_matrix = box_beam_mesh.faces.reshape(-1, 5)[:, 1:]\n", " linear_buckling_bdf = box_beam_utils.create_base_bdf_input(young_modulus=E, poisson_ratio=nu, density=rho, shell_thickness=t,\n", " nodes_xyz_array=nodes_xyz_array,\n", " nodes_connectivity_matrix=nodes_connectivity_matrix)\n", " # Apply concetrated load at the tip\n", " apply_tip_concentrated_load(linear_buckling_bdf, force_set_id)\n", " # Store number of elements and number of degrees of freedom of current model\n", " no_elements[count] = len(linear_buckling_bdf.elements)\n", " constrained_nodes_ids = next(iter(linear_buckling_bdf.spcs.values()))[0].node_ids\n", " dofs[count] = (len(linear_buckling_bdf.nodes) - len(constrained_nodes_ids))*6\n", " # Run SOL 105 and return OP2 object\n", " input_name = f\"linear_buckling_{no_elements[count]}_elements\"\n", " sol_105_op2 = pynastran_utils.run_sol_105_buckling_analysis(bdf_object=linear_buckling_bdf, static_load_set_id=force_set_id,\n", " analysis_directory_path=ANALYSIS_DIRECTORY_PATH, input_name=input_name,\n", " run_flag=False)\n", " # Find critical buckling load and print it\n", " print(f\"\\n\\033[1mResults of model with:\\n- {element_length:.0f} mm prescribed element length\\n- {no_elements[count]:.0f} elements\\033[0m\\n\", \n", " f\"\\033[1m- {dofs[count]:.0f} degrees of freedom\\033[0m\")\n", " linear_buckling_loads[count] = sol_105_op2.eigenvectors[eigenvalue_calculation_subcase_id].eigr\n", " print(f\"Buckling load: {linear_buckling_loads[count]:.0f} N\")" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "088fc502dae64913a1e0dac74b851e87", "version_major": 2, "version_minor": 0 }, "image/png": 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", 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\n", " " ], "text/plain": [ "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot buckling loads vs degrees of freedom with a log scale along the x-axis\n", "fig, ax1 = plt.subplots(figsize=(textwidth_inches*scale, fig_height_inches*scale)) # create a figure and set of axes\n", "buckling_load_line = ax1.semilogx(dofs, linear_buckling_loads, 'o-')\n", "\n", "# Create a twin set of axes to plot percentage difference vs degrees of freedom\n", "ax2 = ax1.twinx()\n", "percentage_diff = (linear_buckling_loads/linear_buckling_loads[-1]-1)*100\n", "percentage_diff_line = ax2.plot(dofs, percentage_diff, \"o-\")\n", "\n", "# Set plot appearance\n", "ax1.set_xlabel(\"Degrees of freedom\")\n", "ax1.set_ylabel(\"Buckling load, N\")\n", "ax2.set_ylabel(\"Difference w.r.t. finest mesh, \\%\")\n", "ax1.grid(True)\n", "ax2.grid(True)\n", "plt.show()\n", "fig.savefig(os.path.join(ANALYSIS_DIRECTORY_PATH, \"MeshConvergenceStudy.svg\"), format=\"svg\", bbox_inches=\"tight\", pad_inches=0)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The mesh is converged for a target shell element length of 170 mm, corresponidng to 14976 elements, 85866 degrees of freedom and to a linear buckling load of 12419 N.\n" ] } ], "source": [ "converged_mesh_index = np.where(np.abs(percentage_diff) < 1)[0][0] # find index corresponding to first percentage difference below 1\n", "element_length_converged_mesh = shell_element_lengths[converged_mesh_index] # store shell length of converged mesh\n", "no_elements_converged_mesh = no_elements[converged_mesh_index] # store number of elements of converged mesh\n", "sol_105_buckling_load = linear_buckling_loads[converged_mesh_index] # store buckling load of converged mesh\n", "print(f\"The mesh is converged for a target shell element length of {element_length_converged_mesh:.0f} mm, \",\n", " f\"corresponidng to {no_elements_converged_mesh} elements, \",\n", " f\"{dofs[converged_mesh_index]:.0f} degrees of freedom and to a linear buckling load of {sol_105_buckling_load:.0f} N.\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Plot buckling mode of converged mesh." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/html": [ "WARNING: subcase.py:683 nwords_to_lsem=1000 nwords_to_lsem//4=250\n", "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "WARNING: subcase.py:683 nwords_to_lsem=1000 nwords_to_lsem//4=250\n", "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "WARNING: subcase.py:683 nwords_to_lsem=1000 nwords_to_lsem//4=250\n", "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "WARNING: subcase.py:683 nwords_to_lsem=1000 nwords_to_lsem//4=250\n", "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "354dfe48f3764b339e03123f8d8d34ca", "version_major": 2, "version_minor": 0 }, "image/png": 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or69f8a7uiRMnqKmpueduelVVFQ0NDfd0VlLOnDmz/KN+fycr9b7vfve7DwQbqSTctXayA58vUtbY2Eh1dfUDD5fLdc/2p06doqSkZMXPeP78eerr61cNJFZLDH5cqVGGL7o7nWrnSlNGHue1VB7I/cdNff7U+bo7D+LMmTPU1dXd0yEuKSnhnXfe4fz584/cEXzca2elz5MSCASWqwvd7f3331+1fefOnXugk37ixAncbveK10Hq2E/6nVZVVS0v1nf/ey5evLg8zQ4e/e9lPa+XjT72sWPHHliALLWI2Go8Hs9jJ58L8axSKYqibHYjhHgaUj+6cifnyaQ6v6kf19Qqmg+b515dXf3QpMjUSsDA8lzt6urqVe+Gejwe3n333XvyCOrq6nj//fc5e/Ysbrd7xao8Xq+X06dP43a7l3/w33777Uf6ca+trf3CDvSpU6ceCHwuXrz4wGqvtbW1D73je/78eU6cOMGFCxceq7LMSmpra5c7g/fzer3U1dUtn1+n00lNTc3ytqdPn15+LVWq8dy5c1y8eJGGhoYHXrv7+z979iwNDQ3U1NQsr+6aSo5OrZRbV1fHhQsX+OCDD5avr7u/S6/XS3V19fJrVVVVy0HkWj3KtRMIBDhx4sQD38eFCxeWpwClVne+u1LMSpWAzp49u/z5PB4Ps7Ozy5/p4MGDDyS9rnbshoaG5bav9Tu9OxE/9flTfwNpaWnL3+NK18PD/l428npZz2OnXktNl0rlaKSmIaaqeK1GpVI99t+g/O6IZ5UEAGLLkH+IhfhJp/FRq9SIJ5MKAJqamuRu8nPE4/Hw1ltv3VPG91HI7454VskUICGE2EJOnjz5hVVPhBB3NDQ0rDkvQ4jniQQAQgixxdTX1z/StBkhtqJAIMAHH3yw6joeQjzPJAAQQogtJlWmcjNqvW9Vqe9aRl6eH++++y7vvPOOrAEgXkgSAAghxBZ07ty5VRdpE+vH4/FQW1u7XAr2u9/9LrW1tRJ8PeNSKztvxOrhQjwLJAlYbBmSjCXEvVIrGct0ICF+IlWBaaVF1h6V/O6IZ5V2sxsghBBicxw/flw6JkLcx+v1PlBCWIgXjUwBEkKILUxKUgpxL/mbEFuBBABCCCGEEEJsIRIACCGEEEIIsYVIACCEEEIIIcQWIgGAEEIIIcQGkEKL4lklAYDYMlQqFclkcrObIYQQYotQFAWVSrXZzRDiARIAiC1Dp9MRi8WIx+Ob3RQhhBAvuHg8TiwWQ6fTbXZThHiABABiy7DZbADMzc1tckuEEEK86FK/NanfHiGeJbIQmNgyrFYrWq2WqakpABwOB1qt/AkIIYRYP/F4nLm5OaamptBqtVit1s1ukhAPUCmSoSK2kGg0yuDg4PI0IJ1Oh0qlkjmaQgghnoiiKCiKQiwWA0Cr1VJYWIher9/klgnxIAkAxJaTSCRYWFhgfn6eWCwmVRqEEEKsC5VKhU6nw2azYbVa0Wg0m90kIVYkAYAQQgghhBBbiCQBCyGEEEIIsYVIACCEEEIIIcQWIgGAEEIIIYQQW4gEAEIIIYQQQmwhEgAIIYQQQgixhUgAIIQQQgghxBYiAYAQQgghhBBbiAQAQgghhBBCbCESAAghhBBCCLGFSAAghBBCCCHEFiIBgBBCCCGEEFuIBABCCCGEEEJsIRIACCGEEEIIsYVIACCEEEIIIcQWIgGAEEIIIYQQW4gEAEIIIYQQQmwhEgAIIYQQQgixhUgAIIQQQgghxBYiAYAQQgghhBBbiAQAQgghhBBCbCESAAghhBBCCLGFSAAghBBCCCHEFiIBgBBCCCGEEFuIBABCCCGEEEJsIRIACCGEEEIIsYVIACCEEEIIIcQWIgGAEEIIIYQQW4gEAEIIIYQQQmwhEgAIIYQQQgixhUgAIIQQQgghxBYiAYAQQgghhBBbiAQAQgghhBBCbCESAAghhBBCCLGFSAAghBBCCCHEFiIBgBBCCCGEEFuIBABCCCGEEEJsIRIACCGEEEIIsYVIACCEEEIIIcQWIgGAEEIIIYQQW4gEAEIIIYQQQmwhEgAIIYQQQgixhUgAIIQQQgghxBYiAYAQQgghhBBbiAQAQgghhBBCbCESAAghhBBCCLGFSAAghBBCCCHEFiIBgBBCCCGEEFuIdrMbIIQQQgghxFrV1tZSX19PVVXVY73f6/VSX18PgNPpxOv1UldXx7Fjx9Zl++eBBABCCCGEEOKZ5vV6uXjxIvX19Xi9Xnw+32Pvp7q6mg8//PCeAKK6upq6ujpOnjz5RNs/L2QKkBBCCCGEeGadPn2a06dPAzzxXfcTJ05w8uTJB0YP3nvvPerq6vB6vU+0/fNCAgAhhBBCCPHMqq+v59y5c5w8eZLS0tLH3o/H48Hj8VBbW/vAa1VVVTidzuWpPo+z/fNEAgAhhBBCCPHCe//99wGoqalZ8fWSkhI++OCDx97+eSIBgBBCCCGeSYqioCjKqq8nk8mHvi7E3S5evAjcSeRdidvtJhAIEAgEHmv754kEAEIIIYR4pqQ69SqVCpVKtep2/9P/9D/xx3/8x8CdYECIh/mi+fqpjn4qwfhRt3+eSBUgIYQQQjxTVCoVY2NjfPbZZwQCAXQ6HSaTCaPRuPxIT0/H4/E8dilI8ejGxsbw+/3rsq9EIoFGo3ng+YyMDDIzM9flGPdb65361HaPuv3zRAIAIYQQQjxTpqen+dVf/VV++MMfAqDT6YjFYitu+xu/8RtPs2lb1tjYGKV52wizPiMter2eaDT6wPO/9Vu/xW//9m+vyzEe16Pe0ZcRACGEEEKIJ/RXf/VXmEwmvve971FSUoJOpyMSiRCLxYhGo8RiMVQqFf/m3/wbDAbDZjd3S/D7/YRJ8v8ll2x0T7SvCWL8x+gYf/VXf8X27dvveS0jI+OJ9v0wTqfzke7WP+r2zxMJAIQQQgjxTNFoNPzu7/4uhYWFD92upaWFtLQ0gIfmCoj1k6PSsU31ZEGXSgEU2L59O3v27Fmfhq1BKml3Lds9zvbPEwkAhBBCCPFMMRqNy/8/Go2i1T7YXVGr1fzCL/wCZWVlgAQAT4tao0L9hN+1WlFBfJ0a9AhWq+aTkursl5SUPNb2zxOpAiSEEEKIZ0pWVhbd3d3AnbniarX6gQdAfn4+Vqt1M5sqniOpVYRXq+7j9XpxOp3LHf9H3f55IgGAEEIIIZ4pL7/8MoqicO3aNaamplbd7jvf+c4XlmoU60ujAo36CR+bNFjz9ttvAw/v0P/8z//8Y2//PJEpQEIIIYR4phiNRiKRCP/D//A/4Ha7OXz4MFarFb1ev1wG1GAw0N3djV6v3+zmbikqDaif8PaxSgWsXNRpXQQCAS5evMjx48fveb6qqoqSkhLOnTu3fHc/JbXo1+nTpx97++eJBABCCCGEeKZcvXqVf/bP/hmBQACXy8XNmzeJxWLE43ESiQSJRAK4kx9wd76AePHNzs4CD6+9/93vfpfz589TX1/PqVOn7nnt3LlzvPXWW9TV1d2zhkRdXR3nzp17YD7/o27/vJAAQAghhBDPlP/4H/8j3/nOd9i7dy+lpaUAxOPx5UcsFiMcDvPtb38bne7JSlKKR6NWPfkIgFp5tO3Pnj3LuXPn8Pl8eDwe4E4nv6GhAYD6+vp7Oue1tbVcvHhxxUXiqqqqaGpqor6+fnnuvtfrpb6+/oERg8fZ/nmhUlLrbQshhBBCPANOnTrFmTNnvnC7X/qlX+Ls2bOYzean0KqtraOjg7179/KfLcUUaJ6sDOhQIsI/W+ynvb39qZYBFT8hIwBCCCGEeKak7rSmpvqkSnzeXepTpVLx27/929L5F+IxSBUgIYQQLxxFUZbnistA9/MnPz+fxsZGNBoNGo1mufSnSqVafgAMDw9vcku3HpUG1E/4UGk2+1MIGQEQQgjxQlEUhWg0ytLSEnBnVVmtVrv8v3d3IMWz6fjx4/zhH/4h0WiU3NxcnE4nRqNxOQhQq9VEo1Heeecdrl69utnN3VJSZUCfaB/J9WmLeHwSAAghhHhhJJNJYrHY8tQRRVGIxWIsLi4yMjJCQUEBZrP5nqBA/aQZjWLd/ct/+S+ZnZ3l1KlT7Nu3j8LCQjIyMjAYDBgMBoxGI4FAgN7e3s1uqhDPJQkAhBBCvBASiQSxWIxk8s7txVTHXqVSEYlEGB0dJTs7G61Wu/y8Wq2+JxiQgGDzKYpCQ0MDeXl5HD58mLm5OVpbWwmHw8RiseVyoKFQaLkEqKIoMqrzlKSmAD3RPmRW3qaTAEAIIcRzLTXfPxaLoSgKarX6gXn/qf/WarXodDoURSGZTJJMJonH40Sj0eXpJXdPF9JoNNKxfMoURVlefKmgoGA5jyOV0xGPx1GpVHR0dPBP/sk/2ezmbjlqlQq1+sn+JtTyN7XpJAAQQgjx3FIUZbk2fKrzr1KpUBTlnrvCqQDg7lEBjUZzz35SAUEkElnedqURAgkINt53vvMdKisrH7qNw+HgzTfffEotEuLFIgGAEEKI51Iq2TeRSCxP51mtc54KAFZ7/e6AIBU8pIKLWCy2vH+1Wn3PCMHDjikej1qt5l/9q3/1hdN67HY73/ve94DVz6tYf2r1OiwEJrPsNp0EAEIIIZ47dyf73l8aMiWRSCzP978/L+Bh7t6XRqNZMSBIdfxXyh+QzuiTW8t3qNFocLvdT6E14m7rkgMgVYA2nQQAQgghnit3J/uu1OFOJpO0tbUxPj6OxWLB5XKh0+mAx7tTvFpAkApCUiME9wcEUnJUCPGskgBACCHEcyGVCBqPx1ft/EciEW7evMn8/Dzbt28nHA4TCARYWFgAoLm5GbfbjcvlwuFw3JMHsFapTn1qNGG1gEAqDIkX0Z11AJ4sqNVITLzpJAAQQgjxzFst2fdu8/PzNDU1oVKpOHz4MHq9frmzPj4+zq1bt7BarUxNTTE4OIharcZuty8HBDab7bE66A8LCFIVhkKhELFYjIyMjAdGCJ4HFy9epKGhgUAggNfrpaSkhNOnT3Ps2LHNbpp4ylTrkAOgkjh400kAIIQQ4pmWWswrVf5xpc7/1NQULS0t2O12Kisr0Wq1RKPR5ddTd/p37dqFSqViaWkJv9+P3+9nZGQEr9eLRqPB5XItPywWyxNNGbo7IJienmZmZga73b5ccvR5qTB09uxZ+vr6OHfu3PJzZ86coba2lpMnT9LQ0LCJrRNPm1r95DkAMhC2+SQAEEII8cxKTatJJpMrJvsqisLg4CC3b98mNzeXvXv3olarl5N+794OfpIDYDKZMJlM5ObmoigKoVAIn8+H3++nv7+fnp4edDrdcjDgdrsxmUyP9Rnuzh9I5SIkk8nlXIaVKgw9KwGB1+ulqanpgU7+qVOnuHHjBmfPnqW6upqTJ09uUguFEI9DAgAhhBDPpLUk+3Z2djIyMkJZWRnFxcWrdphTAcRKVCoVFosFi8XCtm3bUBSF+fn55YCgp6eHZDKJ0Wi8Z4TAYDCs+bOkSlreHQyknv+ikqOpoGAzKgw1NDRQXV294mvvvPMO58+fp6GhQQKALUTKgL4YJAAQQgjxTFlLsm80GqW5uZm5uTkqKyvJysr6wn2udX6/SqXCbrdjt9spKioikUgQDAbx+/34fD4mJiZQFGW5wlDqkSo5upLU51jpWA8rOZqa9rRZJUc9Hg9nzpwhEAhw6tSpe16rqqpa3kZsHSqNCvUTZvGqJAt400kAIIQQ4pmxlmTfhYUFPB4PyWSSw4cPY7fb17Tfx+0s350bUFJSQjweJxAI3JNDAHcWpkptd3+FodUCgPutteRoKn/g7qBgIyoM1dbW0tjYuNzZv1sgEFj34wkhng4JAIQQQjwT1pLsOzMzQ3NzMxaLhaqqqlWn4aQ6zqlO8cOmAD0qrVZLeno66enpwJ3RiFQwsFqFodSCZY/qYRWGEonE8jZ3JxQHg0GsVitms/mJP+upU6ceuPOf0tjYCLBicLDRUqMyd0+TepQpWeLx3SkD+uT7EJtLAgAhhBCbbi0r+w4NDXHr1i2ysrKoqKj4whr+9ycLb1QNfr1eT1ZW1vI0pJUqDKlUKnQ6HcPDw+teYSiZTN5TcvT111/nW9/6Fv/b//a/revnvF+qKtA777yzocdZyQcffMB/+A//gZqaGvbt28f8/DxvvfXWqvkKYv1IDsCLQQIAIYQQm2otyb63b99maGiI7du3U1pa+sid5yeZAvSoVqow1N7eTjwe35AKQ3cHQoqiEA6HMRqN6/VxVuTxeDh79izHjx/n+PHjG3qs+01NTfEnf/InNDU18T/+j/8j/+1/+98CdwKSjz76iH/6T//puox+CPEikwBACCHEplhLsm8sFqOlpQWfz8f+/fvJycl5pP2nrOcUoEeRqjBkMBiw2WyUl5eve4Wh+4XD4Q2fDnPixAmOHTt2z9oAT4OiKGRmZvILv/ALHDp0iNraWuDO+T1x4gSDg4P3nHex/lTrsA6ALAS2+SQAEEII8dStJdk3FArR1NREPB7n0KFDOJ3OJzreRk0BepTj319hKJlMMjc399AKQ06nc3n9gLWIRCIbOgJQV1dHSUkJFy5c2LBjrCZ1jXz729++5/nUuS0sLHzqbdpq1GoVavWTBdNP+n7x5CQAEEII8VSlkn1TSawrdf59Ph83b97EaDRy9OjRJ+7QPs0pQCtZrQqQWq1+4gpD94tGoxsWAJw5cwav1/tUOv8PO2f3L+wmhHg0EgAIIYR4ataS7DsyMkJHRwcZGRns27fvofX11+pZDQDu9zgVhmw22z373qgcgPPnz3Pjxo0HOv9er5eSkpJ1O87IyAg5OTloNJqHrp8gNoda8+RTgJ70/eLJSQAghBDiqfiiZF9FUejq6mJgYICSkhJ27Nixbh29zcoBSHncAGQtFYY0Gg1OpxO3241GoyGRSKx7AODxeHj//fdXnPPf0NBAfX39uh1rbm6OH/zgB3z7299+IDl6fHwch8MhSb6bSL0OZUBlBtDmkzQMIYQQGyo13/9hnf94PM7NmzcZHBykoqKCsrKyde2wb3YOwFpHAL5IqrrQnj17ePnllzl8+DAlJSWoVCr6+/t55513MJvN/Of//J9pbW1dh5bfucPf0NCwasKv1+tdl+Ok7N69m3A4zPe+9z38fj/wkyk/TU1N/NEf/REDAwPrekwhthoJAIQQQmyYtXT+l5aWuHbtGn6/n0OHDpGXl7cux73bZo8AbMTxUxWGtm3bxr59+3j11Vf59re/jdFoZHFxkWQy+cTHCAQCy6sBV1dXP/BwuVzr8EnupVKp+I3f+A3a29v5P/6P/2N5ulgsFuOnfuqnCAaDfOc736Grq2vdjy2+WCoJ+EkfYnPJFCAhhBAbYi3JvoFAAI/Hg16v5+jRoxs2teN5yQF4EiqVip07d+Lz+fiLv/gLDhw48MT7PHHixBfe4V/P+f8pp0+f5hvf+AYqlYq/+7u/46d/+qfR6XSEw2FOnz7NP/zDP/Bv/s2/4b333sNut6/78cXqpAzoi0FOgRBCiHWXTCaJRqPE43GAFZN9x8bGuH79Og6HgyNHjmzovO7NngL0tI4fiUQA1i0H4MKFCyiK8tDHes7/B/j+97/Pv//3/56ioiJ+8Rd/kUAgwI9+9CPgJ5/rjTfe4Ny5c4yNja3rsYXYKiQAEEIIsa4SiQTRaHR56sb9d/4VRaGnp4fW1la2bdtGVVXVulT6eZitMAIAd6ZTARu+ENhG+v73v8+OHTsoLy8H4Jd/+ZdpaWmhra1teZsf/ehHOBwOHA7HZjVzy1KpVevyEJtLAgAhhBDrYqX5/vd3ehOJBC0tLXi9Xvbs2UN5eflT6Zhvdg7A0wpAUiMA91fPeZ585StfYW5ubnnxM0VR+I3f+A0uX77M8PAw4XCYwcFBvv/97z/SytBifag0qnV5iM0lOQBCCCGe2FpW9g2Hw3g8HpaWlqipqSEtLe2ptm+zpgApivLURgDC4TDwfI8AfPvb3+batWucP3+eX/7lX17+3r70pS/x6aefcuvWLf7u7/6OPXv2bHJLhXh+yQiAEEKIJ5JK9n1Y539ubo4rV64Qj8c5cuTIU+38p9q4WSMAqYpETyMAiEajwPrlAGwGi8XCH/7hH7K0tLScQA5QVlbG9u3baWtrIxQKbWILtzaVah2mAckAwKaTAEAIIcRjuz/Zd6XO/8TEBNeuXcNqtXL06FEsFsuGt+tZKgOaKsf5NI6fGgF4nqcAwZ3r6J/8k3+yPA0o5dChQ/zrf/2v+U//6T9JAvAmkSlALwYJAIQQQjyW1Mq+D0v27evro7m5mby8PKqrqx/o0G2E+zv/qec2cwoQPJ0RgPWuArSZVjqPANXV1Zw9e5a//Mu/fMotEuLFITkAQgghHomiKCQSCeLx+KqLeyWTSdrb2xkbG2PXrl0UFhZuiSTclaRGAJ5WDoBGo3kqgdZGe9j5MpvN/NN/+k+fYmtEikr15FV8NvPfAnGHBABCCCHWbC3JvpFIhJs3bzI/P091dTUZGRmb1NqfeBamAD2tAOB5TgAWz4H1mMIjU4A2nQQAQggh1uTulX1X6/zPz8/T1NSESqXiyJEj2Gy2TWotD0xH2uwk4Kdx/Gg0KgGAEOILSQAghBDiCyWTSaampvD5fBQXF6/Y+Z+amqKlpQW73U5lZSV6vX6TWvugzcwBeNojAEajUaZYiA2jUqtRaZ7sWlZt4qrc4g4JAIQQQjxUar6/z+djeHiY0tLSe15XFIXBwUFu375Nbm4ue/fu3bTO9mq2yhSgSCQiIwBiQ6nUPHkOwLP1z8OWJAGAEEKIFd2f7AsPTmNJJpN0dnYyMjJCWVkZxcXFm373+e8vXSMWT5JnM1C2YwdGo/GZqAL0tMqAvggVgIQQG0sCACGEEA9YKdkX7u3ERqNRmpubmZubo7KykqysrM1qLnAnGHnvL35A+vbdWBxOrrW30BsfYmlmitDUCEazmZycnKdeIWczkoA3OwgTL671qOP/uO/3er3U19cD4HQ68Xq91NXVcezYsUfaT2lpKefOnaOqqmpN2589e5Zz585RV1dHVVUVJSUleL1ezp8/z/vvv09TU9Mjf5bNJgGAEEKIe6yW7Ht3XfaFhQU8Hg/JZJLDhw9jt9s3scUwPT3DDzydbD/yOpMjw0yOtGKyWPDNzmBzuCg/cJCunm7aP76ORadFuzTHqwercblcG94xf5oBwEYkAa9Xp0u8GDarDKjX66W6upoPP/zwno57dXU1dXV1nDx5ck37CQQCy/t6GKfTid/vX37PxYsXuXjx4gPbfPjhh4/4SZ4NEgAIIYRYlkwmV13cK1VJZ2ZmhubmZiwWC1VVVZs+53x0coqPe8dwbSum/epl1Fo1Nmcaap2OdJsDjU5L85WPMZltmCw2FL0BbUYOn43PM/LxVbLT3GQZNOzfU47Val33u+dPcyXgSCSyrlOA1qvTJcSTOnHiBCdPnnzgrv17771HdXU1x44do6Sk5Av34/V6ASgpKcHpdK64jcfj4b333rvnuWPHjuHz+QgEApSUlFBbW8upU6ce78M8AyQAEEIIAfwk2ffuzv/94vE4TU1NZGVlUVFRgUaj2YSW/sSt/iE8oz5Qq+lrb0Gr01FefZjxAS9KIk5C0TLW34vF4mDHvgN4O1rR6fQEA35mp6ZIzy0gq7QMb2c7E10jJCNLLE4NU7W9hLLt2zGZTE/cxqe5EvB65wCsV6dLvDg2YwqQx+PB4/Esj0TdraqqCqfTSX19PQ0NDV+4r8bGRi5cuLDqCJbH46GhoYHjx4/f83x9ff2apww9DyQPWwghtrjUfP/UnX+1Wv1AZzWZTDI9PU0kEqG0tJT9+/dveuf/WkcXVwcmiETCDPZ2sb2ikt01R+i4dglFpSIaCTPc18XOfZUU7dpNZ9N19AYjsXic6fFRKg4dxZWeSeeNKxhMJoLBIMGFMNtf/grdUQN//NFVzn/WxPs/+Af6vF5isdhjtTNVgehpjQCs14hMqtNVW1v7wGt3d7rEFqNS3ykF+gSPRy0D9P777wNQU1Oz4uslJSV88MEHa9pXX1/fQ6evnT59ek2BxPNORgCEEGILW8vKvrFYjJaWFubn5zGZTGzfvn2TWvsTH1z4hAWNEY1GSzg8z/6jrzI/O0tPSyN2lxuNVksymWDvwZfwTU4xOTqM3eVCrdWQjEXZXX2Y0QEvwdlpnBlZoFJjNplxFmbTcf0K0VgUpzsNxWRFa7HTFTfx0YXLmDQKLh0c3rcXl8u1piDoaZYgDYfDWK3WddnXWjtdW6GzJDZXau79alN23G43Ho+HQCCw6jYp77zzzqqv1dXVbZnrWQIAIYTYotaysm8oFKKpqYl4PE52djaLi4ub1No7EokEf/g3/4gxI4fcvAK8HW2409MZ6e1mPhhkW2kZZqudmckxzBY7Q12dLMwHKd17ACWZJOifwWR14O1oJRqNsvNADYvBAJFIBK1ez63mRrRaLXsPvcTU8CBKIkEsFmVqbBSD0UjB3v2MDXr5Uf80qr4J5kYG2J6TRuXePdhsthU7+k+zBOl6JgGvZ6dLvDhUmsev4nP3Ph5Fat7+alLXn8/n+8JrcbXXz58/T3V19apT2nw+H2fOnGF2dha4kxhcXV393ObBSAAghBBb0MOSfVN8Ph83b97EaDRy9OhR+vv7CYVCm9RimJmd5YOPb7Dz0Cv4p6cY6OrAZDYzPT6GVq+j6pXXGR/sZ2ygF5PVxsz0BK60DMoO1NDf1UkyHkej0TDm7SG7oIisbYV0NTdhsdlJJBJ4b3Ww7/BRHO50bt9sxGK1odKomRgaZPehoxhNZtqvfoYrM5toMo5/dobdh18joSj82Y+vk5GRQTLoJ89pprJiLyaTCZVKRTKZfGoBwHomAa9np0u8ODajClAgEFjX7VZ637vvvvvQcp719fWcO3funmu9urqapqam53LUQAIAIYTYYlbq/N9vZGSEjo4OMjIy2LdvH1rtnZ+LzaovPzQ6xpWhWYr2VdJx4wparRaz1U48ESNrWwFGi5VOzw2IxzHb7cQTCfKLStDq9LRe+QSjxYbJbCWZTLBjfxXh0CItlz7BZDaTRCEYCFD92pcILy7SfvUzLA4nGp2OyOICe4+8TNDno6f1Js70LLR6AwsBH7sOVDE+4GU+GMDmTkMxGMGdTSgjg79o7CS2EMRt0pFp1j+17ym1DsB62OhOlxC9vb0PPJeRkUFmZuZj7c/n8z3W+959913q6upWff348eMrVvypr6+ntraW2traB5KGn3WSBCyEEFtEar5/NBpdNdlXURS6urpob2+nqKiIysrK5c5/qgzo09bRN8hnA9Mk1GpuN91ApVKxbUc5aq0Wo8lKNLyEt6MFlZJk+4FqUBRMJjORUIiB7luYrQ62791PNLKEwWQkMD1Ff0cbrqxsSvdVshDw40xLZ3JoAG9nKxn5BeQVbyeyFMKelslIbzfDvV3kl5bhzsokGg7hcKcx4u3FNzVBYdkubE438UgYtQr6OzpYWFhg255Klkwu+mJ6pkzpvPeX/y9/++HHTExOkkgkNuS7ikQi61K56FE8bqdLPJ9SVYCe9AHwMz/zM+zdu/eex+/93u89cMyNHGEKBAKcOXOGn//5n191m9WmBaWSid99990NadtGkhEAIYTYAtaS7BuPx2ltbWV6epqKigry8vIe2MfTDgAutd6i17dIMpFgbHiIPTWHsLvcdDZexe5KI7y0yPTIMBUvvYrRZKbl0o/JzN1GNBplsKuTw299FYDOpuukZ+WwEJxjIRik8vW3mPPN0nb1Eo70dOZ8M6hUKg5+6cvMjI8x0H0Lk9HI9OgQao2W6tffYsTbx7w/is5gYGxwgPScHLa/+iX6b3WiKEmMFgsTI8PkFZeSkZtH65XP0BuN6I0GxkbGKNlzAJvTzd/evIHZNIwhGcMYWeTVIwex2WxPPE1IUZR1HQFwOp1yd188QKVehzKgn08h+qu/+qsHigpkZGQ8sL3b7V7Tteh2ux+5LWfPnsXpdD5RkOHxeB77vZtFAgAhhHjBrSXZd2lpCY/HQzgc5tChQ7hcrhX38zQDgD/+wUWiBguhhQU0ajXVr77B/FyAlssfY3O4iSeTxCNRqt84xuz4GL0jN3FmZBFLxCAJR459jfHhAfxTkzjTMwmHQxj0egoqa+hu9hAOh7A6nKjValzpGbgzMunyNJJUklicTpRkkpzCErQ6HW3XLqPRqLHYHCTiUYrLd6NSqWm7+hlGqw2NRkM8EqFkdwXxeIxrP/ohdocLs91BeGGesv37WfD76L/dicOVht5iIbK0hKN4Jx8NzjLZe5lMt4NtdhO7d5ZhNpsf67uORqPrlgOwkZ0uIQC2b9/Onj17vnC7L+qcp67Tx1mT4v3331+10hXcCRBOnz79wGJ4zzuZAiSEEC+wZDJJNBolHo8DrNj5DwQCXLlyBUVROHr06Iqdf/jJglYbLRaL8d5f/j0Js4O84u3YnE7ScvIY7e+lt7Mds8NJ1rYCVMkk9rQ0+jtbGfb2kFuyHUdaOlqdAbPdQVfzDXwTY2zbvhOz1YbRZMJgMtN2/SqhxQV27N2PxWZFrzegUqno7+4koYLSPftQoUKn1REOLdDd2ozeaKLsQA1qnRa90UxwdpbetmYMJjOluytQASarjaB/ltarl8jOLWDngWqioUUc7jQCM1MMdN0ma1sRuSXbCc7OYDJbGO/vY8TbR96uPVgLd9IZjPPDnnH++Ief8md/8/fc7u4mEoms+btb7xGAh3mSTpd4fqnUqnV5PIrUVJvVEtO9Xu9j3cUPBAJ4PJ6HXsPnzp0jEAg8dKrb8/g3IAGAEEK8oNZS6WdsbIzr169jt9s5cuQIZrN51f09jRGAqZlZGv76h5QcfBlHWhoD3Z2oNVpmJ8dZCkc4/KVjONzpjA32o9JoGeztIhKJUPPGMcKhBRYCAZR4nLH+XhzuDPa/9Dr+6SmWFuaJLIbo6Wght7iYqlffYHxogNjnneuBntvkF5exu7KG7lYPao2GRCLO6OAg5VU1lO07QNvVz1ApEAkvMTE6xN7DL1Oyu4L2G1dRqSDon6Wvo5VXv/5N0nNzuX2zEavDyezUJFMjQxx8sxaDUY+3sx27K425wAyxWIzKl19jKRRirL8XrVbLzOQERlc6hUffxOOL8P7lm5z/tJG///EnzMzMLAdzK1nPKkAb1ekSzzmNCpVG/UQPHnEK0dtvvw08/Fp82Bz+1TQ2Nn7hNlVVVTQ1Na24eFiqVO7DFhZ7VskUICGEeMEoirLc+U+VoLy/464oCr29vfT19VFYWMiuXbvW1LnfyABgYHSMa6N+tlceorPxKlqdFqvDzdLSEmmZWdhcblqvXsJktaLV6YgnYuzYsx+DyUzrtUsYjEaS8QQqrZrtew+QTCZovfIpVpuDWDLJwuI8B46+TiQcouXyZ9icDgAW5uaofvUNFoNBOhqvYrbZURJxwqFFKg4eYXZyHN90O860dNRaLbFQiAMvvc740AD+qQnc2TkkYglUqjiHj32Vge4OloILWO0OkokErrR0HOkZ9LQ2kVRArzeQTMRxujMwWax0tzaTjMcw2e1oVGqy8rah1WlpvfIpJpsdvd6E3uVidLAPQ2srKpUKu92O2+3G7Xbfkz+wngHA22+/zZkzZ/B6vSve4fR6vc9tDXTxfKmqqqKkpIRz58490NlOdcJPnz59z/OBQICLFy8+tDpPKqB4WBCbWhxspek/DQ0Nz+2K2DICIIQQL5C7K/2s1vlPJBK0tLTg9XrZs2cP5eXla+rYb+QIQFuPl8uDMyST0HHjCiiQX1JGMpnEYrWCAr3trej0Ogq377zzvMXKQnCOno5WjCYzpXv2Y3E4cKVlMR/w0dl4FbVGy7ad5SyFQqRn5zA9NoK3sw13ZiYFZeUkkgrOjExGvb303+ogLSuXnIJiYrE4NqebscF+Rnq7yd5WRHpOLrFwGKvTifdWGwHfDEXle9HpDcRiYQwmE12eRkILIUp2V2B1ukCtJp6I09fRQmh+gZJdezFZrWh0WhQFetpbiEbCbN9XiUatRq3REI/HGejuxmi1Ubq7Ap1ex6i3l7SMLF5++WXKy8sxmUyMjY3R1NTEp59+SmtrK5cvX8Zms63bFKC7O133W63TJV58qXUAnujxGP+OnDt3jg8++OCBhNu6ujrOnTv3QJD63e9+lxMnTnDmzJlV99nX1/eFxy0pKaG0tPSB/Zw9e5aLFy8+sDbA80JGAIQQ4gWxlmTfcDiMx+NhaWmJmpoa0tLSHmn/GxEAfNrcSf/cEvF4nPHhAXZXH8bhTqPjxlWcmZmEQ4uMDw2w7+irWG12OpuuYXW4iMViDPX1cPD1t9DqdHQ0XsWdkcXCnJ+Az8fBN79CeHGRzsaruDOzmR4dYXE+wNHan2I+4KP/dgcmk5mZsWGSiSTVr7/FzPgogz230ep0zIyPYTCZOfjWVxgf7Mc3NYHN4WRieBC7w8XO/dXcbm4CFeh1emanJskqKCR7WyE9bTfRaLToDEamRkco3bsfh8vN7Zs30OsN6A0GpibG2bmvCovdTsf1yzgzswkvLRIYHqK8+iB6g5Gbn/2Ysv2VBHx+wvPzGAwGsrOzyc7ORlEUQqEQfr8fn89HQ0MDU1NT/PN//s/Jycmhtrb2ic/NuXPneOutt6irq7vnDuhqnS7x4ru7jOeT7ONRpabi1NfXL3e4vV4v9fX1K97lr62t5eLFiw9N3D148ODytg9z8uRJLl68SF1dHT6fj0AgQElJCf39/c9l5x9ApTytrC4hhBAb5v75/qnH3ebm5vB4PGg0Gqqrq7FYLI90jJs3b6JSqThw4MC6tfu//sOPiZqsxGIx4uEwxeV7mZ/zM9LXjdXhQq03EF6YZ8fe/finJhkbGsDuTkOlQCIRp2hnORPDg8xMjpOWlU0ykSQaDlNYtou+9hZCi4vYXW4MRhNagw5Xeiaj3j6WFhfQarVodHocbjc2p5Oh7jv5BGarDZ1Oh9XpwmA0MdhzC61Oh06nR6vT40hLRwX0tDWjN1uwWCyo1RrSc3KJhMNMjgxhsljQ6PQkEwkysnMJLc4z0tOFIyMLk9lMLBYlIzefoG+W8UEvVrsTmyuNef8seSXbmfPNMtTbTX7xdlCSzPl9ZKa5+Oma1SumzMzMsHfvXr71rW/x7/7dv1u3znmqk3V3p+vtt99+7hY+Ek+mo6ODvXv3cuWXjlCeZn2ifd2aXeDon16lvb19TVWAxPqTEQAhhHjOrWVl34mJCdra2nA4HFRWVqLT6R75OOs5AhCJRPj//eAipvRssvMKGOjqxJ2Vw1BvFwvzQbK2FWF3uPBNT+JKS6e3vYWFYIDCst3ojUYC05M4nOl0NTcSDocp3rUHJZkgtLCA1eGko/EK0UiE8qqDLMwFScTjJOMJ+jraUKlVbN+7nzm/j3g0QjKRoKPpOkpSYe/hl5kdG0FnMBIJLTDS243BZGJHRSXDfT0YTGbm/bMMdneRnpPHjn0HGPH2YjDoWZwPMtTbRVZuAQVlO+lu9eBMy8A3NcH05DjZRSVk5xdw++Z10jNzmB4ZZmJkiJLdFdjdaYz0dmO22ZkYGsA/NUVeUQmhxXlythUS8M2ytDD/0O80mUwSCoX49re/va535ktKSmhoaFi3/YnnW2oK0JPuQ2wuCQCEEOI5tdZkX6/XS09PD9u2baO8vPyxF5xarwBgZHSMv2lsZ9fh1/BNTTHU24XRZGZqZAi1VsuBo68yOTrESH8vJouNidERXGlp7KqsYbi/l6BvFlQqRrw9ONMy2F1zBO+tDrQ6HRqtlu62ZnbsqSCnsJjejlY0Gg1Gk5nRAS/b9+7HmZZO+/UrWB1OFCWBf2aGnfursdod3Lp5A7PZSmQpxNjgIDVfeguD0USn5wZ2p4vFYIDhvh6OHvsaaq2W254b2JwuQgvz+KamqXrlS0SjETqbrmNzuggG/ASmp6h67U3m/X66WzzYHG4W5oPEE3EOvXln4bG+tmZsLjehhQX0RgOurCx805OkZ2YTmJ5CrVJjtj78rms4HAZ46isBi61ls6YAifUlAYAQQjyHFEUhkUgQi8VWne+fTCZpb29nbGyMXbt2UVhY+MQd+Cd9f//IGNdGZinas5+2q5cwGA2YLHemAGVvK8Bks3O7pYlEJILF7gBFIb+4FKPJROvVS2h1Oiw2O0klyfY9+0kk4jRf/hStXo/Vbifkn+fA0VdJxGM0X/oEm8uFWq0mtLhAefUhIkuLdDRew2SxYjSbCczOsLvqIP7paXraWnClZ2C02oiEFjn45jHmZmYY9vZidzpIxmOEl5Y4fOyrTI4OEZiZwupwoTMaScTj7D54mJHeboJzfix2O3qDgXgiRnnVIQa7b7M4F8DqcmMwmdDr9ZgdTrpaPaAomK127E4XM2Mj7Dn0Etc/+iFFu8pZXJgnp7AE3+wM0cXFh363qfUC1isJWIiVPE4d/5X2ITaXVAESQojnTCrZ92Gd/0gkwvXr15mcnKS6upqioqIn7rw/6QhAc3cfV4ZnSCrQ5bmBWquhaNdeNFodRouVcChEb9tNkvEEO6sOoSigNxpYWlzA29WJ2WZjV2UN8UQcg8FEYHaa254buDIy2VtzmND8nek/0xMjdLfexJ2VTfGuPYTDYeyuNKbHRultayUtM5vCneXMzwVwuN1Mj48x2HObwrJd5BYWE/TNYDCZGei6xdjQADv2HSArv4BQKIQ7MxtvZzvDfT1s21GOOyuHWCSC0WRi4FY7s1MT7NxfjTMtg4W5OdQqNf232wlMT7Gr+hA2u4NwKIRKq2Wor4fQwjw7Kiqxp7np62wnp7CY8aEBcgqLmR4fw2y14p8aR6vTYfqCnI3UCMB6lQEVQry4ZARACCGeI2tZ3Gt+fp6mpiZUKhVHjhzBZrOty7GfJAD4cXMH/YEQSiLB+MgQ+4+8gsli5VbjNWwuN/HwEtMT41QcfgmjyczNT39EenYu8Xic4b5ual57C7VWS+vVz8jMyycSWmTO76f69beIxWJc//FF0rOyWVqcZzE4x8Ev1RKaD3Lb04jRYsY3OUFoIcjBL9USmJ2mp60ZV1o60xPjaHVajhz7KlOjw/R338LudOL3TWPQ69l1oJrejjbCS4sYjSZmpydIz8xmd/UhBnu7iIbDaNRqRvuHKd61l6z8AnrbW4nFomh1WvzTfrZtL8OdkUV32030egOKkmRicIaCsp3YXW76OtqIRSK4MjIZH+xn98GjXPvwHyndvYf5uSAF28uYnZ4iEnr4T3ZqBECmAIkNpb6zENiT7kNsLgkAhBDiObGWZN+pqSlaWlqw2+1UVlai1+vX7fiPWzTuv/z1P6CYbCSTSZRkkqpX3mBudoaelpvYnE60BhNLiwscOPoqs5PjTA4P4s7MQmc0shico/q1N5meGGVudhZnWgYqtZp4IsGuymp6O9tYnJvDnZ6B2eYgHo2QV1xKX2c7i8EArswsDHojKpuavJJSulqaiCwt3ZlepFaTkZP7edLwddRaNXq9AVRq0jOz0er0tF2/TDQaJS0jC61OhzsjC1Rw8/InWGwOTGYzOr2enQdqUJJJmj79MXqjEbPFgk6nJ3tPEaFgkLarlzGaDJgtVpZCixSV7ya8ME9LZxvF5XsZ7utmfs5H9rYCJkeGyC8uZXJ0lMzcXGY+T0o2m9c2AiBTgMRGkilALwaZAiSEEM+41Hz/aDRKIpFArVY/0PlXFIWBgQE8Hg9ZWVkcPHhwXTv/qWM8yghAKBTi9879Lfa8YvJLdgDgyshisOs2vR1tZBcWkVVQTGRhDqvTyUB3J8M9XZRW7MednU3k86k7vW0tTAwPUrRzN3Z3GvFoHKvdwe0WD/7pSSoOHcWRlk5kKYRWr2fg9i3Ci/PsPfQSJrOFpaVF4vEY3S3NJOIJKg6/jMXuIBm/s9pvb3srSjLOzn1VGAwmVNwJtjobr6HTGah+5Q3UGg3A52sP9OFKS6esYj+RpSUSiQRzM9MM93aTkZtPxcEjqDVqNDodvqkJetpbcaanU3aghoVgEKPJTGBygqnhIezuNKLhJdQaDSazlamxUbLyCxj19pKRk8t8YA5XZhZqILzGHACZAiSE+CIyAiCEEM+wtSb7dnZ2MjIyQllZGcXFxRtWZm+t+x0YHOZHPcPseukNJoYG6e++hU6vZ2Z6ArPFzktf/jpjg/0M93ZjslgY7OkmL7+AQ8e+ymD3LZKKgkatYXyon+xthWTlF+DtbEOj1ZFIxBntH6G4fA+Zufl4O9tRUDBbrYyPDFNYXIorM4uOG1exOV2ggH9miu1792J1uGi/fgWT1YbBaCTg87Gj4gBGk4mOxmvo9AYMBgOToyMcePk1dHoDzZc/JT0nl3BokZmJMXYeqEatVtPeeA2z1YqSTBL0ByivPkQsFqP58qe4MrKILi0RDUc4/NaXiYTDNF/+BIfLzczkOAaDEZPdjpJMotUbUak1LAaDpGVlM9Rzi5K9+5gYHiIjO5vpsWHcmVnYkpGHfudSBUg8DSr1OlQBkhGATScjAEII8YxaS7JvNBqlsbGR8fFxKisrKSkp2bDO/1pHAHqGRrg2EcSdm0/rpY/xTY1j+bzqTnpmNnaHg9arl1gI+DFbLRjMFsoqDmBLS6f5s48JLSwQDUdQq1UU7dx9ZyrOtUvEYzF0eh2xaISdB6pAUWi/dplEPIbV7iSytETpznLiiQSdTdfQGY1Y7A5i0QgF23eyEJyjs/EaVoeT9KxskskExTvLmff7aPrkIyw2K7lFRYSXQpRX1eCbmqTl6iXMVhtOdxrJeJKS3RX4pibp9NzAZDKTlVfAUmiBwp27mJkYp7PpBq70dNKzc4jFo2QXFjDUfZu+jlbsrjRyi0rRGYy4s3OYD/jQ6nSEF+fR6XRYHA58UxNk5hUwOzmOM83N7OQEFrsLNVCW8/BVm6PRKCBTgMQGU6vW5yE2lQQAQgjxDEomk0SjUeLxOMCKnf+FhQWuXr1KKBTi8OHDZGVlbWib1hIANN3u4frwLNFYjN62ZoxWG7trjqCoVCRjdxbjGvH2YLU7KdtfdWdaUzzGfMDHcF83rqwsyqsOYjSZUGm0zAd83L55A6vjzva+qSmMZgtzszMM9XSRXVBI2f4qggEfZqsd/9Qk/bfayCkoYcfe/cxOTmAwm1mY8+O91U7Bzl0U7SxndMCL0XQnOXior5t9h18mp2g7ve0tmG0OJkeGGenvZf/RVyjYXsbEyBAGk5GJwQH6b3Ww/8gr5BQWM9Lfi8OVxnBfD0O9XVS/+gZp2TlMjgxhtTuYHh9lzu9j/9FXyNpWgOfSx2Tm5jM9OoIzLYPQfBBFrcKVnsFCwI87I4vhntvsqKjEPzNDdmEx4Tkfr+S7yEpzL+eAJJPJB777cDiMTqdDq5XBfSHEw8m/EkII8YxZS7LvzMwMzc3NWCwWKisrn8q87y8KAP7+SiPjoQRJJUlwdoZdlQfR6vS0XvkUd1YukXCI2elJdu6v+skUGosVJakw5/NRfqCaeDJBy6VPcWVlEVlaIhaOcOjNrxAJL3H9RxdIz87BNz2FRq2m6tUvsTA/R2fTNWwOF/P+WZREgoNf+jL+qUk6m66j0+sJzy8Q1Wp4+SvfYHpilLF+LzaXi/lAAICDbxyjv6uTOZ8Pm9NNJLKE1WFnR8V+hvq6mffNYne5CS8tYU9LY3vFfga7uwgtzmMwmgj4ZnFlZFJedZDejhY0Gi1are7O/P30dIp37mGg+za+qQmKdpYzNtBHedUhPJ98REbuNhLRKOgNGE1mZqcmyC0qYXJkiPSsHCIzE/zsKzXo9fo7SdSfTwlLubsSVDgclvn/YsNJEvCLQQIAIYR4hqTm+6+2si/A0NAQt27dIisri4qKCjSfJ6hutNWqACWTSf7k7z8kZrSSmZPP2EAfJXv3E5ieZHxwALs7HVdGJiPeHkp3VzA3O8voQB/OtHSy8gsYH+qnaFc50xNjjA8NkJ6bhzszm9H+XrILC+nraCMwO0VmXj5ZeQVotFoc7nQGum/hm57CZrfjcKcR8CWxOd3032ojMDtLem4+Dpebxbk5jFYL3S0eIuEQ6dl5mCxWlrSL6Ax6bt28QdDnp3DnLnR6A9HwElqtjk7PDdRA1rYiVGo1avWdn8yWy5+gMxjJLSomFomiUqmIx6N0XL9KQklQvHM3kXAYg9mMWqOl7foVMvPyMZktTIwMUlBSxsCtNtKyc1haCGI0m9FotSQSSRzuNKZGhynbX81I8zW+/VO1ywFg6q5/agRAUZR7AgK/37/xF4EQKp58Co/0/zedBABCCPEMWGuy7+3btxkaGmL79u2UlpZu2Hz/1dp4//FCoRDv/c0/suvI68SjUYZ6bmNzuhjr72UhOE/Vq19iaXGRieEBDEYjI94e5v0+at6oZXF+7k4g4E5nuKeHUGieQ2/UEvDNMjUyhM3hZKDnNvFIhCPHvoZvcpKJ4UF0BgMTQ0OgUjj4+lvMTk4wPT6G0WKmt70VrVZH9WtvMjk8SNA/iwoVY/19mK1Wdh54ldGBfubnAqhQGO7rIT07hyPHDjHS7yW86MNoNjM5OozN6aSorBzvrQ60Wi2KouAfmyIzv5C8omL6OlpRaTRotTomR4YpLt9NelYO3lvtqNQqlGSS8FIYg8mEw5V2Z4GvgiLGh/rZU3OE6x/+I2lZ2ah1WhQF1GpYmAuQmV9AcmqYX/nmV+75rlOBwN0BQeq6GRkZ4fd+7/cIhUJEIhFJBBZCPJQEAEIIsckURSEejxOPx1ft/MdiMVpaWvD5fOzfv5+cnJxNaevd7RoaG+fq8Cx7X3kLb2cb0UgEq93O4lwAZ1o6Zfur6b/VzlJoEZvDRSQcJj07j7J9VfR1tBFPxNDrDQR8s6RlZ1OeW8Otpkb0JgNarY6ZyQkysnNJz86lq/UmSjKB1e4kHFoiPScHm9NJ67U7SbpqtZZIOExp+V5MNhudTTdQq38yarGttAyD0Uhn0zUMRhNqtYrQwiI79h1ArzfQ0XgVk8mCgkJoIUhhWTlqlYpOz3W0Oj1qtZpoNELxzj3E4zHar1/B6nSioEIBdlcdJBoJ0/jJj3C40zDoDOhMBpQkaA16goFZTBYrU6PDd9Yp6GglM28b4fAS2ngCJZkgHo1hc6eRp4eXKiq+8FykAoGuri5+5md+BqfTyUcffSTTgMTGWo8kXpkCtOkkCVgIITaRoihEo1FisRiwcrJvKBTi6tWrzM/Pc+jQoU3r/N89AtA9OMJnA9MoGh03P/kRS4sLZG8rxGA0Y3e7QYHu1iYWAn62bd+JwWzBbLWSiEVpu36V8NIi20q2YzCZcaVnkEwmP190a4nsbUUkkgnSMrMAhc6m68SiUYrKdpNMKljsNpJKkt72VnQ6PQU7dqEocUwWC/NzAbpbbqLV6dheUYndlYYrM4twKETbjSvEY1GKdu0hvLSEKyOTUDBAT1szeqOJovI9qDUa7M405n3TdLc0YTKaKas4QDx+Z+2BxYUg3S0e7C43RWXlREMhjAYjvukJ+rtukZWXz/Y9FYQWFpjzzRKNLLG0sIDd4WZhPkhGbh7jgwOU7tnH9NgwOo2GRCyKSq3BYDax3a7jpYqdaz4nly5dora2lm3btnHp0iX27NnzVEeFxBYkVYBeCDICIIQQm+T+ZN/U424+n4+bN29iNBo5evTopt7dTQUAjbe66ZyeJ5lIMtXfR0HZTjJzt9HT1ozJbCEeizI7OUnxrnLcWTnc8tzAbLOjKArTY6Ns37sfm9PJrabrGC0WEvEYE0P97D30MhabnbYbV9Hr9SRiMfwzU+yuOYLVZqft+hXSMrNYWlxkamyEfUdexmS20Nl0HYvNRjKRZHx4mMqXX0FvMHLz0iek5+QSXVwkMDPDgaOvodZqafz4Q3ILiwn6fcyOjXHw2FdQazTc8jTicLtZCPgJzExRceQVANquXcFgNhFamCc4O0v1628Ri0S45bmBxe5gaWmR2fFRKl99k2gkzLWL/0jNl47RevUz7E43Gp2W4JwPu93B1OgIecWl9He2kZadR2QphNXpBCXJ/hw3h/btWfO5+Ju/+Rt+9Vd/lbfeeov3338fi+XhKwULIUSKBABCCLEJ1pLsOzIyQkdHBxkZGezbt2/TyzsqisJn7d3ErW4A4pEwew4dZWlhntbLn2B1OEhyJ7DZffAQ4VCIph9fxJmegU6nY87vY3f1Qebn5ui91Io7IxO9wUAsFuPAS6/jn53h5qWPyczJx+Z2sxic48DR1/DPTNPd3ITV7kSj1REN+6l8+TWCfj9dzU0409IxWW0E/T4qX36FwMwMk6NDuNLTMZktzEyMsrv6IOMDXsZGhsjIzsFksYGiUPTmbqbGhpgaGcFssaJW30mo3lVzmPGhAaZGR3CmpeNKzyTon6G8qobhni7mAwEsDhtWh505n49dVYcZH+xnbGCA4t176G1vwepwEA0voYqpyczOY8TrJaegkImhASoOv8z1H/2QzNw81MkkB7Os5GeXrvk8/Jf/8l/4F//iX/Arv/Ir/MEf/AE6nW6jTrsQ91Cp1qEKkIxSbToJAIQQ4ilKJW3evn0bgO3btz/wY6goCt3d3fT391NcXExZWdmm/2Amk0mu9AzjLiylpGwX3c1NpGVmMzM2wvjQANtKd5GRl8dQdydmq43psVEmBvsp3LWHtKwc+jracKVlMD0+xtTYCIU7dmFzueltb8GdmU1/920mhwbZd+TOKEB/9y1sdgdD3m6mR0fYc/AIOp2BydEh7C4XA1238E9PUnHoJVCpGRv04kzLYOD2LQKz0+w99BKQZHJkGFdaBv1dt5kYGuCl2q8RjYQZHxnCarUx2HWL0MI8ew+/TDQcYnJ4GIvNRm97K/7JcY585acILQQJ+nzojSa8tzoJLy1S+cobzPlmmA8EMBqNDHZ3YrFYcWWkMTE8xK4D1XS33cRksqBSq5kL+LDY7cxOjJNdUER/ZzvZeQXEFuf55ksHcDudaz4P/+v/+r/yO7/zO/zmb/4m//bf/tsVy8QKsWE0qjuPJ92H2FQSAAghxFNyd7Lv/Pz8inf+4/E4ra2tTE9PU1FRQV5e3ia19idmZmb56+utHPzqN5nz++hsuorN7mS4vxe90cTBL32Zudk7c+btTjeB2RmUZJKDb36FmfEx+jpbsTmd+KYmMBiMVL3yBpOjwwx1376zWNbEKFqNjte/8S1GB/qZGB3B6XIRmJ3B7nRxtPbrjA7245+axOZw4puewp2Vzc79VYx4e1mYD6LT6ZgeG8Zqd7LzQBXDfV1EwxEMZgsjg16ycrfxxje+xUDXbcJLizhcLuYCfuzOOwuM9ba3oqB8PlLhJ3tbAXsPHqH/difxaBRFUViYC1BYtpO07Fx621vQaHWoUEgmEoCKnMISOjzXyS0qwdvZRkZ2HlOjw2h1erLyCxj19pFdWMjYoJcDL71G+ycf8qvfOIbZbF7TeYjFYvzGb/wGf/Inf8L/+X/+n/z3//1/v+mBoRDi+aRSVivsLIQQYt2kkn1T8/2bm5tRq9UcOHBgeZulpSU8Hg/hcJiqqipcLtfmNfhzE9MzfNg1jD0tk8HuWygqFWaLFYc7jaXQInani7GhARbn5jCZrWTk5xENhbA6nIz1e0kANrsNk9VOIhbBaLYyMTyAoihY7A5AjUoFJqsN3+Q4kaUl0rKy0er0xOMxDEYTo4N96PVGbE4nBqOZWDSCVqdjYniQZDJJZn4BGpVq+T0TQ0MkEjFyC0uILIXQGQyo1WomR4fRaLSkZ+eSTCbQ6Q0kEwn80xPE4glythWwFFpEbzAu5zEYjEbSs3OJRiPL6y0M9/agM+jJzM1Hq9UxMTpERlYOS0tLKIk4vqlJisv3MheYZSk4j9lqR6PXEotE8U9PkVtUjCkR4acO7Vvz3fvFxUV+5Vd+hY8++og//dM/5Wd/9mel8y+eqo6ODvbu3YvnVC27c+xPtK/O8SBVZy7Q3t7Onj1ry3sR60vGDYUQYoMlk8l7Ov+pjtvdHbhAIMCVK1dQFIWjR48+E53/2/2DXLw9hKJW09N2E1Cxp/oQBqORYGCWaDjMUG83ao2WqlffwJ2dzWJwDgW43dxEXEmwp/ogGo2WaHiJZFJhsKcLvcFIedUhoktLxGIRErEYI3096AwGKg6/RDKRuHPXPZlkfKgfm8PNrgPVRCJhFueDRMJLjA8NkpaVw/4jrxAOLbC4sMBCcI6hni4ycnOpfPl1An4fsViMxfkgI95e0rNy2VNzmPmAH0VRiEUjDHTfwpmexd6awwRmpolHYyTjcUYH+sktKqZsXyWTo8PEImEW5gIMe3sp3LmLikMvEQ6FGOjrwmgwMjM5Qc62QsYH+8kr3cHk6DCZOdtIJBKE5oMYDEYS8RjpOTko/im+eeTAmjv/s7OzfOMb3+DKlSv8wz/8Az/3cz8nnX+xedSqO4tWPNFDrt/NJlOAhBBiA60l2XdsbIz29nbcbjcHDhzY9GRfgKsdXbSNzqBWqwktLrJ97370RhOdTdfQGYyYzFbm53xs274Dg9GE59MfYXeno9VqWAqF2FV1EIPRSMvVS9gcDqJLS8STCUrK96LRabn+owvYnC70GjWxWJwde/ejUqs+r6/vIhkNE48nKN61B1DR0XgVtVqLxW5jcX6R0t17UZIKNz/9Me7MLBJKkmRCobz6EEoiwaV/+FvSsnNRabUkFdhdc5hYNErz5c8wGI2El0IkEgkqDr9EPBal+fKnONMzSMRjLMwH2VtzmFgkQkfTdYwmEyq1mlg0wu6qgywEg1z70QV2V9UwPTZCaGGB9Nzczzv/ZUwM9pNbXEpgagKNWoPJamHO7yczvwAmB/jGl19f83kYGBjgW9/6FqFQiI8//piKNawPIIQQD/Pee+/JCIAQQmyE1Hz/aDS6audfURR6enpobW1l27ZtVFVVPROd//d/+BGtI9Ns27GLRDxG9rZCFgI+Wq5+hlqro3jXHqLRMGlZuYRDS9xu9mBzuinaWU4kHMaZlk5gZppbTTcwW6wU7dyN2eYgO7+AxbkATT++iN5goGxfJSSSODOzCPpmuN3chMVuo2B7GUoigSsji7npKW55rqM3mNh5oIrI0hLpWVksBoP0drTgyspm246dRJdCWGx2pkaGuXnpE3KLSynbV0kymcBmdzA9NkJH4zXSs7PYeaAKtUqN05XGxODA589nU7C9jEQ8jiMtncmxEW633sSZnk7xrj13avm70gjMTNN/u4NtxaUsBudJfD6VyT81QU5hMWP9fbjSM5gZH8WVlUM8ESMSXsJmt5GnCvON119e83loa2vj2LFjaLVaLl26JJ1/8UxQqVXr8hCb57vf/a6MAAghxHpby8q+yWSSYDDI5OQku3fvpqCgYJNa+xOJRIKzf/n/UlL9EmlaLS1XPiUzJ5fg7DS+2VkqX3oNlVpNR+M1MnJyCfpnmZkY5+Drb6EAXS1N2JxuQvNBJkYGqX71TZKKQvv1K7gyswjMzDA+MsRLX/0GyUSCjhtXSc/JYWZ8BP/UJIePfY1EPM7t5kacaRnMTU0Q8PuofOUNYtEo3c0ebGlu5mZnWAjOsf+l14iGw3S33sRsd7IQCDA6MsjLX/0pwkshbjVdx5WZxcJckGhkicNvfpmlxQVarnyGOyOTwOwsS6EFDr/5FRbng3Q1ezAYDfgmJ1mcn+Pg62+xMBfglucGaZlZzPlmUBRwpWUQDPjJKy5BjYpQcI703FxGvN1kbSsgGAiQmZuPb2IMvd6A0WBif7qFncWFaz4XH3/8Mf/Nf/PfUFFRwV//9V/jdrs37sQL8ShU67CQl0xh21QfffSRBABCCLGe7k/2XanzHw6HCQQCJBIJampqSEtL26TW/kQwGOQf2ryU1rzMSF8XC3PzONxuVFoNGp2OfYdfYqSvmzm/D6vdeWf+ugJVL7/O+NAAvulJHK40DHo9odAiB46+xuhAH/6pOxV7NBoNCSVBzWtfoq+jlUg4fGcKkMGE3ZlG0c7dDPd2M+ebQW8wolZr0OoN7K45zGBXB0tLYSwWC0aDkYQxQn7Jdoa6OllYDGGxmNHr9SyGwxw4/ApDPd0EZqdJy8rGZDYTCYUo2LGL3o5WYpEIDrcbZ3o684EA2QUF9Ha2Mu/zk5aVhTMtndDiAnlFxfTdamch4MfucmNPS2N6fJSdB2poufoZOQVFLAaDxGJxnG4T0xPj7NxXRcvVT8nMyWNmfJTi3RXM+2b4UvlOtmVnrek8KIrCX/zFX/Brv/ZrfP3rX+fP/uzP1lwlSAgh1uLEiRMyBUgIIdbLSsm+93f+5+bmlpN9MzIynonO/8jEJH998zaKwUj7jUvMTkxQVlmNIy2DeDiCVqujv6uTydFhdtccwZWRSTQaxWi20N12k4nhQXZXH75TGWgphNXmoKvVw9ToKHsOHUWr0xKaD2IyWxnsuc2838+emsPYXC7mAz5UahXeznaCc34qDr9MTkERocV5dEYjt5tuMD0+zq4D1djdaSzMz6Ez3Km7Hwz42V1Vg9FiIRjwo9PrGey+RXB26vP1BGwE5+YwmE2MDPQSCgY/P24avslJEskko/19xCJRql59A5vTzfT4OIl4gt6ONqLhMAdeeo2svAJueRrJLixmsPsWrvQMFoNzmG02NDoN4fASGVk5TA4P4M7MYnZygoz8AkL+ab52YNcjdf5///d/n1/+5V/mO9/5DufOnZPOv3j2qFXr8xCb5q233pIRACGEWA9rSfadmJigra0Nh8OBSqV6Jub7d3oHueodQ6VWMzs0QH5JGWlZOfS0tQCg12mZC86StW0bO/bup7vFg6IomMwWgnMBtpXuwOFOo7vFc6cuvlrF9Ngo2dsKSc/Ope36ZTRaHUazmeDMDFmFhZRVVNLbfmf/VruDxfk5MvPyScvK4bbnBlqDEa1Ww+J8kG1lO0nLzKa3owVQoVIU5mZnyS8uxZGe+XlysBq9wURocZ7sgkKc6Zn0tjej0xtAUVgILZKRmYNzdwbdrTeJRaM43GksLMyRnp2LMy2d9htXMJptaDRqotE7IwwOdxrdrTcJLS6Qnp3LmLeXfUdf5fqPf0h2fjGLc3NotFqMJhNT4yPs2l9D8/VL5BeVsjQ7yc+9VLnmDnwymeS3f/u3+d73vse//bf/lt/8zd+UBb7Es2k95vBLALCpPvjgAxkBEEKIJ5Ga7/+wzr+iKPT19dHc3Exubi41NTXPROfu7z+9wmc9wzgzslCAgu07iUXCtF7+BCURJzMvD41eT9a2ApIKeD77MWqNhpyiEnQGAzkFRYQXF2m58inxeJzM/Hx0egM5RUUkYjGuXvx7QEVB6Xb0BiPZhYWoUNF65RKJZILcomLisTjOtEwSiSS3bjaioCKvsAhQ4UxLJ7K0RHvjVUhCXlEpVqeL7G1FxOMJrlz8e+KxGPmlZRjNZtwZ2cQiETqbrpGIx8kpKEarN+BMyyAWCdPRdI1waJHS3RUkFQWHKw0lmaSr1YNaraagdDtqrRaL1UZ4cYGu1pu4M7IwW6zMB/zkFpXS295CWmYu4aUFNFodDoeTcCSCOzObidFhMjJziM1O8ItfOrLmzn80GuXXf/3X+d3f/V3Onj3Lv/7X//qZuD6EEC+uzb/9JIQQz6m1Jvu2t7czNjbGrl27KCwsRKVSoSjKptZy/6O/+n9xlVWwvcRJ27XPcGdkM++bYXSgn72HX8Jqd9DZdB2r1crifJCxgT72HDyK1eGk9epnuDKzmQ/MMjM1xe7KGiw2Ox2N17DY7AR9fno7Wzn81lew2ux0tTRhdTgJzM4wPT7KvsMvY7HZab9xhbSsbKKRMIPdt9l/9BUsNju3PDcwW23Eo1FGBnrZd/AlzFYbrVcv4czIIBxaZLCvj5pXX8dqd3C72YPJYmFhzs9ofx9Vr72JxWans/EajvQMlubnmBwfYXf1Eax2B7c817G501kKBpmdmmZ3zcF7jptIxJkPBtDqdWj1eoL+AJl5eYwO9LH/6Ktc/+gfycovZGlpEaPFhpJIMDczzY59VYy2XOPbP/21NZ+HhYUFfumXfolLly7x53/+53zzm9+UGv/i2aZiHZKA16Ul4gnILQYhhHgMiqIQi8WIxWIAK3b+I5EI169fZ3JykurqaoqKija9cxeLxTj/aSO5lUdZXJin5cpnWG0OUKlIJBVq3jjG0sI8rVc+w2gyoTOZWFqYp+q1t1hcWKDt+mUsdic6vYFwKMyBI6+wEAzS9MlH2BwuDCYTi/NBXv3aN1kMznHjxxfR6Y1otXoAql99k4XgHJ5LH6PTG1Gr7+QH1Lz2JkuhRW5e+hijxYLBZGYxOEfV0ddZnJ+n/foVLHYHRqOZ+UCAI28eY97v5+blTzCaTVisVjQ6HQff/DJLi4s0fvIRGp2ORCJJPB6j4vArLM4FaLt+Bb3BgNFgRAH2HjpMaC5A+/XL6A1GLA4nsWiURDyBxWIjFo1gdzmZm50hO7+QnrZm0rNziUTDqFVqTGYT0WgER3oG+rkJfuUROv9TU1N8/etfp6mpiR/+8If89E//9KZfH0J8IckBeCHICIAQQjyiZDK5POVntWTf+fl5PB4PAEeOHMFms21GU+/hCwT4q+vtWNIy6GlrZnZijJ1VBzGZrUyPDGKy2ujraGVudprymsOo1VpGvT04MzIZ6rqFb2aaXVXVaLV6Rrw9ONPTGR3oxzc1zs4DVShJ8N7uID07h77OVkILi+yuOohOb2CwrxuzxcpQXxeTw8PsP/oyer2R0QEvNqeLge7bzE6OU3H4KHqDif7bnbgzsxju7WZmcpy9B4+i1unobm4iLTuHyaEhRgb62H/0FfRGEz1tzaRlZDLa34dvapLdVYcwmM30tDbjyshgfLCfod4eKl9+DYvdQW9bC870dKZGhhkfGWTfoZcxWiw0X/6EPQePEgw0EQ4tYne5CfhmycrNZ2psiIrDr3Dtw38kK38bsWgEs9WG2Wpju8PE4T1laz4XfX19fOtb3yIej/PZZ59RXl6+gWdeCCHupVIURdnsRgghxPNiLcm+U1NTtLS0YLfbqaysRK/XP7DNjRs3MBqNT21xp8GxcX7UOQA6HYsLC7jTM8nK38bYYD9Bvw+9QY9/ZoqMzFwKdpYz2t/LwtwcZouF+bk5nOkZ5BaVMNzbTTQSwWA2E/TN4HCnk1dcivd2B6FgEKPFQiIWx2A2UVRWznBfD4vzQawOJ/NzfpzudHIKihjt72N2cgKb0014aQG7M4284hJG+73MB/3odHrisTg6nZaS3RUMe3uZmRjH4XISCYcxmi0U79zN+NAgc74ZrHYHkXAYUCjdXcFovxf/7DQmiwUU0BuN5BeXMjU2wtToCBabjYVgELvDQeHO3cxMjDPQfYuisnLCi/OEFhfQqDXYXWkEA34W5gLkFBYxPxdAURSSiThGqxWH3UV6LMDLVQfWfC5u3rzJz/7sz5Kdnc0PfvAD8vPzN+q0C7FuOjo62Lt3Lzf/l59iT57zyfY1GqDyN/+O9vZ29uzZsz4NFA9wu92oVCrefvttjh07xrFjx7Db7YCMAAghxJooikIikSAejz802XdwcJDbt2+Tm5vL3r17H5rM+bSme1z2tNAy5sOVmUUsGiU9OxeUJM2XP8NgMpKWmYVKrcbmdKNSq2m+9AkKCu6MbPRGM5lWGwrQdu0SWp2etKxsUCAzN59EUuHmpz8mnkhQuKNs+XtAga5mD+GlEHnFpXdyHgCNRkvbtctotVpyCovRaDXoFw1otTraG68RDS+xrbQMlUpFMpFAQaHl6mVCC0FKy/ei1elYWpjHZLXS6blOIhYnp6AIjVZ7p7KSXk9vWytzgVmKyspRqdUszPnRGwx0ehpRkglyCovRGwxotFrMVjt9Ha0E5wJk5eQxNTzAjn1VdLU0YTSZMdlsDPV04c7OYnJ4iIojL9P08UXSsnNRJ5LsTzNSlHtgTedBURQ+/PBDfumXfonq6mr+8i//EqfTuUFnXYiNoVI9eRUgmer2dHzwwQfU19fzB3/wB/zBH/wBKpWKkpISamtrJQAQQogvstZk387OTkZGRigrK6O4uPiZ+JH7q4s/JurMYmdlDd3NTZhtDuLRCFOjI+QVFZGRm093602MJjOJRIJ5v4/cohIy8/IZ7LlNeGkRlVrNSG8vRbt3kVtQQm9bM0aLlWQyyXBvL8Xl5eQWFuPtbENvNIGiMD0xTm5REVl5BfTf7kSr16MkFXwjQ7izsskrKqG/swOVVn3n+eAEGXnbyM7bxkD3beLRCDqDgZE+L4U7d7L/yEsM9XajhBTisShTk2OkZ+WwrWQHI33dJJJJDAYjo/39ZOTmUl2xj+G+XiLhEGabjZmJMRzuNPKLtzPU183cbBSVWsW8z4fZamUpFGJmaoLCHTuZHBnEYDCi0+vxT0+SnpfPwlyAzLx8+m+1kZadixKNUFtVTlb62tZxUBSF999/n1//9V/nZ37mZ/ijP/ojTCbTBp99IcRWlrrrD3dGHi9cuMDFixf5gz/4A0kCFkKIh1lLsm80GqWxsZHx8XEqKyspKSl5Jjr/P7jWjKGoHJ3eSPOlj9Hq9SSTCRbn5ynbX4lOb6Cj8dqdFYu1WuKxGNsr9qPT62m+/AnJRBKVWg0qOPDKq1htTjyf/RjUahaDQRbm/Ow/+jJGk4m265dRaTQkkwli0ShlFQfQ6w20X7+CoiRJJuIk4lGKdu7GaDLT2XSdaCyCTqcHFArLyjHoDXg++5hkPIbeaCIWjbK75iBmi5WWK5+yEJxDrdWgNxjYvnsfVpuDtmuX8c/MoFKricfjFO8qx+500XL1MyKRJXQ6HUoySW5hCRarnVs3G1mYC2A0mXC40pifnyMtKwff9CTZ2woZ7+8nM6+ASDhM6POpS+HwIiajkanRYYrLK1iYnuDESwceqfP/v//v/zv/3X/331FXV8f/8//8P9L5F88vSQJ+LlVWVnLq1Cl++MMf3hnF3uwGCSHEsyq1sm88Hl812XdhYYGrV68SCoU4fPgwWVlrW/V1I0UiEc592sicomW0v4/Oputs276TgrJyotEwDncagelpulo8ZOZvo3TPPhaDc1gdDgK+Gbpab5JXsp3Csl0sBgPo9QYmR4bpa28jv6SU4l17iMdjONzp+Gem6PQ04nRnULxzN0sLC5isFmYmRum71UF6bi4l5XuJhpbQ6gzMTIzR39WJKz2DnfurCC0uoNMbCc0HGei5Tfa2Akp2VxCYnUanu3MHfqivm6z8AnZXHSQRiQIqAtNTdLc1k5aTQ8Xhl0AB7efb97S14E7PYvvuCpLJJBqNlkh4ib7OdixWO7urDqHRaunvvk1WTh4zE+OkZWQz5u0hIy8f38wUWp0Ok82Of2qSnLwignMBsguKCQz2UvczX8Vqta7pXCQSCd555x3+1b/6V7z77rv8p//0n9BoNBt7AQixkdSsQwCw2R9CyCkQQogVJBIJotEoiUQCtVq94p3/mZkZrl69ik6n48iRI8vJVWuxUfUXfIEA3/+kkYhGz+zkBMlkkiO1XwMlSU+LB41ag29qkoWgn0NvfhmNRktn41VsThdBv48Fv5/Db34ZrVZHd8tNzDYHSwsLxMJL7H/5VbRaHZ7PfozRbCG0uEgsGuVo7ddwpmfQcvUzTFYb06OjLM7NUfnSa5itDlqvXUJRqwiHFoguhdh/5BVsTjdt1y9jNJmJLIWYm51hb80RbE4X1390EbPFSlJRWAotsbvqEHaXm5uffYxKrSYWjRKNRqh86VUcrnRufPwh0UiYpcV5YtEYFYeP4s7Kpu3G1c/v5M8z7/ez5+Bh0nNyuPHji5gsVgx6PZPjI2Rk5zI22EteaRn+mWmc7nTisShL80HMVhsL83dWDFYCU/zMkf3odLo1nYtIJMKv/dqv8fu///v83//3/83p06dlgS8hxDNBcgCEEOIua0n2BRgaGuLWrVtkZWVRUVHxWHd113ua0MDYOD+43oorOx+tXo8rIwODwUhn03UA3FnZmExmIpEwer2eWzcbWQotklNQhMVqIxmPY7E7uN3cRCwWIyMnF4vNRmBmGpsrl77ONqbHRinaWY7D5WZyZBiHO43u9mYioRBZedtwuNNJJhLYXW6Ge7uZHB8lLSOTvOLtjA/04crJY7i3i2AgQFZePmlZOYx4e0jPyWOsr5uhgX6Ky3aRua2Qoe5OMnNzmZ0YZ2J4gIzcfLILiuhuvUlmbj6jA178szNk5W0jv2Q7g123cKZnMDU6wsiAl/yiYvKKtzPU04U9LZ2Z8TEmRobJzM0nFo2iABk5eUyMjbCttIzxgT5yCkvwTYyh1RswGI3MzwXYVrqDpeEuvvXWq2s+F8FgkF/8xV/k+vXr/PVf/zVf+9rXnolpYUI8MbUKNE94LcsUoKfiww8/5Nd//dcBOHHiBCdPnqSoqAiQEQAhhFiWSvZ9WJnPVLJvZ2cnpaWl7N+//5mY0vHh1WtcGfZTfvAlwqEFQvNBYuEww309ON3p7Kk5TCIWZXZynGg4zFBvN1abnepX3iCZTDDnmyUajTDYcxu93sC+Q0dRq1TMjI+jNxjp62wHReGlL38djUbD1NgoOoOB6fERdFotB46+ikqjYaS/F0VRmBofRQEOf6kWd2Y2g71daA1Ghrq7CIcWOfDSqxhMZgZ7bmMwmRnt7yEYDPLq176B1elioKsDk8WGb2Ic/8wUB15+HYfLTV97K1a7gzn/DEG/j8qXXiMtK5tOzw10BgNzvhnm5wIcefPLpGXn0nrlU9QaNUHfLIvz8+QUFBKLRtHqdKhUKiZHh0nPymZmfAJXRhZzAT/u7FyikTCRpSWc7jRckTm+9cbaO/8TExN89atfpb29nQ8//JCvf/3r0vkXLwyVWrUuD7Hx6uvr+bmf+zmKi4v5nd/5HUpLSzl48CDf+973ZARACCHgJ8m+iUQCWDnZNxaL0dLSgs/nY//+/eTk5GxGUx/wcXMHIUcepkScxh9fwOnOQG/WgkpN6Z59JJMJOhqvoQYsLjca7Z3a+slEgpuXP0Wv12NzOtHp9JTsrkBJJulouoFaBUazldD8AiXlu9EbjbRevYzJasFgMKDRasjIzkNnMNDVepNELIbd6UKj02Ox2TCaLbRdv4xWp8dktmK22sgtKcFqd9DV4iESiaDValAUcKZn4UxL53bzDVSo0ZtMmCxW1GoVVqcLb0cb0VgEo9GM1eEk6J+luHwPgz23mZuZIS0rB7vbTSwaJbegiO62ZqJLYRxpGWTk5jM5PITZar1TDcjpvpOUnEiQlZvP2GA/uyqrGR3wkp6dg29qHL3RhNFooNxpZO/2ojWfi+7ubr71rW+hVqv57LPPKCtb++JgQgixnqqqqvid3/kdAObm5mhoaODs2bP8z//z/ywjAEIIcXeyL7Bism8oFOLq1avMz89z6NChJ+78K4qyLneF//aKh9GlJLOT49z2NFKwYxfb9x0gHo3eKWM5NUFPazNpWdmU1xwmElpAUWBudobe9hZythWwp+YwqZSEwMw0t2424nC7Ka86SDQcQqPTMB/w09vWhs3tYsfe/Wi0WhQF4vEYPR1tGIxGdlcfAiASWSKpKAz1dmGxOyivrEGjUROaD7K0sMBA9y30ej37Dh3FbLMTDS+hUqnobm8mEU+w80A1JrOVYMBHPBZnsKuLeCJOeeVBbE4n/qkJ4rEYw709hBbm2f/SqxitVmYnJtDpDYwOeIkshak4fJTMvHxar3xKblExk6NDpGfmkEjEUanUqDVqpkZHSMvMYmp8BKfLRWBmCmd6Fkoizhs7Cx+p83/jxg1qa2txuVzS+RcvLqkC9NwoLS3lo48+AsDhcHDq1Cl6e3vp6+uTlYCFEFvbWlb29fl83Lx5E6PRSFVV1bqUcLx27Ro2m43du3c/1vvD4TDf/9FVNHYXi/PzJGNRduyvYiEYYKjrFnani4QC8UiY4t0VRMJhupsbcWflgFpFMh4nv2QHsWiUW57rpGXloChJFCC/qIRkMknz5U9xZ2ah1emJR6MU7txFMpGg/3YnBpMJFIAkuUWlqFQqulpu4srIJB67kzydW1iCWqPG29mO0WzGaDQTDi+SmVeATqej7doVTFYrFqsVtVaHKz0Dg8mEt7MdrU5HMh5DazCRnpWFwWzB29GGoiiYLBa0Wj02pwOL3UH/7Q70RhMqQKXRYrHbsTucjPR7mQ/4yN5WyJxvluyCIrydbVgdLjKycxjsukV6Xh5zs7Ps2FdJ29XPyCsuRa0kOJBuYXtx0ZrOhaIo/OM//iPf/va3OXr0KH/+53/+SAnhQjwPUisBt/zuz7KnwPVk+xrys/+f/4WsBPwU/Pmf/zkXL17kxIkTvPnmm8vPywiAEGJLWst8f4CRkRFu3LiBy+Xi8OHDz0T99hmfj9/7638Eix2nOw2tRkNGbh7ezja6mz1kbSskPa8AtepO4u+It4cuz3XyS3aQW1hMIhrF6nAxPthPd8tN8kt2kF+6g/BSCJvDxWBvDzc+/pBtpTvYUXEArVb7eXLtMM2XP8XhdlNSvhdU4MzIYnZygparl3CkpVG4YyeJRBx3RhZLC/N0Nl3HYnewfc8+IpElLHYH4YUFbn72Me7MLCoOHSWRSGIwGQnMTNPdchOjxULZvkpsrjQsNhtLi4u0XbtMNBxhd81hdHoDWoOexfkgPe2tqFQainbuRm8wojcYiIeX6OvswGK3YzSaGB8cIKegiMnRYdyZWahVKpLJJCqtlpmxMTLy8hn19pKRk0ckMMuXd257pM7/n/3Zn/H222/zzW9+k7/7u7+Tzr8QG8Tr9VJXV0ddXR2nT5/mxIkTXLx48ZH3c/bsWWprazl//jxer3d532fOnKG6unpDj/20/dzP/Ry///u/j8t1b9AmOQBCiC1nLSv7KopCd3c3/f39FBcXU1ZW9kwkcnraOuhehAOvvMnk0ABjQ4PotBp629vJLtrGwS/VMjk6zFh/DyaLjcmxEYwGI9VvHGN6dARvVyd2p5PZiVH0eiOVr7yGf3qS3vZWrHYnMxNjxGMxXv3aNwn6/bRdv4I7M4uAbwZQOFr7NRbng7Rdu4zN5cQ/NcXifJCDbxwjGgnT0XQdo8nEnG+GxeCdUqCJRIKWy5+QkZfPYjDI1PgoNW8cQ61W0379Clank0Q8TmBmmvKqg2i0Wpo+/RFpWTkQjbAUWqTi8Evo9QZarnyKOzOb+YCPxWCQ8soaDGYL7Teu4nCnkYyEUVQqNFo1FquN0f4+cgqKGbjdwe6DR2m/dhmzzYZarSaZSJCencP0yDC7qg7Sd+Mzfvnrb625zGcymeQ//If/wG/91m/xL/7Fv+DMmTPPREK4EBtpPZJ4H+f9Xq+X6upqPvzwQ6qqqpafr66upq6ujpMnT655X4FAgIsXLz7QgXc6nXz44YcbeuzNUllZec9/SwAghNhS1pLsG4/HaW1tZXp6moqKCvLy8jakHY+q6XYPg0kjOpOKpk8/wuZwYXe6UGu0lO51o9Vqabt+mXg0isPtxmAykWnMRWcw0nH9EhqdEbvLhU5vID0rB63ewK2ma6DWYLM7Ues0WCxW7O40elqbicVjuDIysTldxGNR3BlZ3L7ZSCwWw5WZhTs9g2DAT0ZeHt7OdvwzU2TnbyMtOw//9BRZ+QUMe3uYGR/DnZGJMz2LwMw0u6sOMjMxxsTQIK6MTHKLShns6qRo1278M9OMDvThSs8ir7iUntab5BWXMDkyjG9qCqvdQV5xKaPeXrLyC5ifC9DhuYHRaCIzv4DZsWGC/gBmq4XFxQUcLjcTg16Ky3czeLsDq82GzmQinkxiMBiYnRwnt6CY0KiXX/vpr675XCQSCU6fPs3v//7v8+///b/nX/7Lf/lMBIhCbLjUQmBPuo9HlCpjeXcHHOC9996jurqaY8eOUVJSsub9HTt2DJ/PRyAQoKSkhNraWk6dOvVUjv0skClAQogtYy3JvktLS1y7dg2/38+hQ4c2pPOf8igdxo88bXTOLDLnm6W3rYWC0p2U7askGAwQWQoR9M8y2NtFVl4Bla+8gc5oYmlxkfDSEreab2B1utlVWU0ikSC0ME80GmHE243V6aK8soZIJEwoOE9SURjp70VrMLKn+hB6vR7fxDgajZbRoX40Wi37Dr+EyWJlbKifeDzGiLcPVAqHvlSL3Z3OYM9tFCXJcG8384EANa+/hTMjg4HbnRgtVka9fUyODlP16htk5m2jr70Vm9PFxPAgw94eKl9+nfziEvraW7A6XczNzDA9PsqBl16hZPdebnluoNFqCczMMD7YT9XLr7P30FE6rl8mLTsPSBIJh7Fa7cxOjJKem8dofz/FuytYXFwgGgqhRiESXiItKxu3Ksb/5+C+NZ+LcDjML//yL/N//V//F3/6p38qnX8hNpjH48Hj8VBbW/vAa1VVVTidTurr6x9pn/X19TQ1NdHX18eFCxdW7fxvxLGfBTICIITYEu5O9lWpVCuuyBoIBPB4POj1eo4ePYrZbN6Elt4rmUzyX3/4Y+JGO6hURJaW2Hf0ZZYWF2m/fhWTxYxKoyGxlGRHxX5ikShNn/4IV3oGWq0ORQUVh14Bkng+/THO9DQiS2HMFivFu/aiKApXLv49dqcbk8WCTqejcMdO1GotbdcuYbY50Gg1qFQqcvK2oTOY6Gi6jpJMYrU7MBhNZOaYsNidtF79DJ3RgNFkwmA2Y7baMFkstF27TCQaxulOw2y1Y7M7sTqd9Ha0EV5cwGS1otHoMJktFJbtwnu7k+hSCLPVhsVmZd4fYN/ho4z09zE7MYY7Kxurw8H02Ajl1YcYHehjfGiQkt0VBGYmUak1GIxG5manycwrxD81eWdBsK5O9EYjKrUaBRUmqw1tYJLDr7+85qpMgUCAX/iFX6C5uZm//du/5ctf/vKGXwNCPFNUanjSFa1Vj/b+999/H4CampoVXy8pKeGDDz6goaHhydr1jB17I8kIgBDihbZSsu9Knf+xsTGuX7+O3W7nyJEjz0TnPxQK8Xt//ndY8kvILiwmFAzidKczMdjPLU8juUUlFJfvZTE4h8VuJTAzQ3frTYrKyinauZvF+SB6nZ7psRG6WpvJLS6hpLwCk82G7vOk2+sff0hGTj57ag7fqc6n1RL0zdLb3oIrI4vS3XtRcydgCs0H6e1owWAwsvfgEdRaDbFwhFg0Sv/tDkxWB+UHDqI3GAgvLrK0uEDLtTvrANS8+iZ2VzpL80Ei4SX62lsJhxbZe+godnc64XAI+P+z99/Bkt53gf/77pxz9+mTc85h8mg0GmlGsmxjHCSZ8IMFFmnYWmAvC0gYlovLBYtHVezepVjWI3MXLmUW7JFxWIyxNYqTz5mTc+oT+3TOOd8/jmawNCP7jDQjjcTzquoqqZ8Oj+p51OcbPkHE8vQkIZ+bjsH9GCxWosEQaq2OlZkZAi4XA0ePY7baCHg8aPQGnGsOEtEoNY0t+Jyb6M02CsUC6VQSc5kdr3MDs9WGa8NBdUs7+WwWkViCRCxCHfdhU0q5fPkyFy9eZG5uDo/HQy6Xu+31cDqdPPbYYywtLfHKK68Ig3/Bv00i0d153IEbsfpGo/G2x81mM+FwmHA4/B7/4+6v776XhB0AgUDwkbXXZN8bdZHr6upoa2u77QThXpzbj7Ox7eTadpDOIyfYWV/DtbmBUq0iFPCh1hs4dPIxgl43c6PDmGxlJCIREIvYd/wRIgE/82MjaA1GUqkUmVSK/sPHSMRiTF65iLmsjGQ8QSoe58HHP0Uum2HswqtYyisJ+72IJFI6hw5QKOSZuPwGFnsFuUyGXDZDa+8AIpGIictvYC4rp1DIks1laWjrRCqTMnH1IhqtDqVKTTQUoqN/ELVGx9jF19GZTEhEYrLZDDUtbajUGqaHryKVSlBptOTzOWqaWtDqDSxPTVAqlZDIpMQiUSx2O7aKKhYmR5FK5ShUKkolKBULmGxluLe3qKxrIBYK7A7u1Vq8rh0sFVWEI1HKaxvYWVtBpdYil0ro0Elp/dxnKBaLRCIRAoEAgUAAp9MJ7NbMtlgsWCwW9Hr9zQZfCoWCS5cu0dTUdM/vEYFAsOtGpZ53cmNwHgwG33Gg/nbBYJDnn3+eQCAA7O7uDQ0N3ZLQey+++34gTAAEAsFH0l6SfQuFAtPT03g8Hjo7O6mtrf0gTvUWS5vbjDlDiBVKJi69hlgkpratk0I+jzKTQiKRMTt6jUwqRV1rBzKZjFw2g85oYnV2mng0TFVDM2q1Gp/bhdluZ3t1BY9zk4a2TjQ6PRvLi9gqK1lfnCcWDVNZ34S1ohKnYwW1To93Z5vt1RVsVdVUNTThmJ3EYLWxs+4gGgphK6+gprmVtblpjGYbYb8Hn8eD0WKhvrWD+bHdiUk0FGZjZRmdwUhTRzdrC7NoNDpioSBrczNodHqaunvxbG8iKyiIR8KszEyh0mroGNiPe3MDiUxKPptlZuQqxWKBvsPHiEfDOOZmaOnuZ2l6HGt5JX7XNnUt7QTcLsLBIC19fcwMX8FWXolna4P2oQMsjl7l470DVNhtwO59YTKZMJlMNDc3k81mCQaDNycDDoeDL33pS2xtbaHRaHjppZeoq6v7gO8QgeADJL4LIUBvvn9lZeWWQzabjbKysrc8t9fV9TtZhT9z5gznzp17y6B9aGiI0dHRt4Tz3Ivvvh8IEwCBQPCRUywWbw7+byT6vn3wn06nGRsbI5VKsW/fPiwWy/t+nreLOR9dWGbGHaZYKhFYX6O+vQNzWTnri/MU8jmkEgmxaAxLRQUVNXVsLi9SokSxUMC5toq5zE7zmwNq1+YGWoMBt3MbvV7PgROncK6t4t3ZRqXREA74kElkDB49TsjnYWlyDJ3RRMjnQSyWcvDkYySiEWZGrqIzGPFsb1Iqlug/coxsOs3U1UtYyitIRELEY3G69x2kWCxy9fwPsFVWkorHSMZjdPQNIpFKmbp6Cb3ZQj6fIxTw0j4whEyhZOLS6xhtNihBJpWhfWAfaq2WmeErqDRaZDIZsUiY5q5e1Dodjrlp0skUWoORzZUF2noHWZ6ewF5dSyqVBIoYzBY8W5tU1jXg2dyktr2D8M4Wnz+2H4v5nZsYyeVyysvLKS8vp1gs8v3vf59CoYBEIiGZTFJZWXkP7wiB4EPiLiW9f/rTn77luT/6oz/ii1/84rv6vGAwuKfXPfHEE7dN+j1z5gynTp3i1KlTPPHEE/fku+8XwgRAIBB8pBQKBfL5/M3B/+3CeSKRCGNjY0gkEg4dOoRGo/kAzvRW33rlIoGiGKOljHDAS9vAPuLhIFNXLqDS6jDZ7KSTcWqbW0inUoxfeg2pTI69qpZsNkO9vYJcLsfc6DCFYhFbeSUieDN5V8HY5dco5IpU1TcglysoFPLI5AqWZyZJxqLYq2tRarSUSkV0RhMLE9fJ5/MYrTasZXZkcjl6s4WNpXkCHjdavRGjxUbAtU1tayubS3O4nU7Kq2upbm7FubpEbUs7XucWfo8bvdlMXUsba/PT1Da2Evb72NnaQK3XU9vczursFBW1tYR8bpanXehNJmqa2/Fsb1LV2EQk5Gdu9BpNXb34XE6SsRg1zc1sri5hsNkIB/1U1TeASEIsFKS2rZ2t1WXsdfUkvC4+/+B+FArFnq5FqVTib//2b/nN3/xNfu7nfo6/+qu/QiKRCHX+BYK7uAPw7W9/m+bm5rccstlst7zcaDTe1RX2dyrZefLkSQD+9E//9OYE4G5/9/1CmAAIBIKPhFKpdHPw/+M6+7rdbqanpzEYDAwMDOy56dO9VCwWOfviP1E/dJhGpZLZ4cuYysoJup1sr6/Re+goGp2ehbERNDodiXiU9cV5uvYfQW804pifQSQSEfL7cDu3aOnqxVxmxzE3g0KlJpOI4t7YoL69k8q6BrbXV4nHIiiUKrZWljHb7bR09+HcWCMS8CGRSNnZ3EClVNEx0I1nZxvXm6E4znUHcrmCfccfIRzws+1YRqs3sDg2ikgi4cijHycejeCYmUJvNuPZ2iSdStJ3+AFymQyLYyMYy8oIet343C72HX+EUqnEzPAVTLYyYtEIrs0NBo4eRyqTMX7pdSzllUQCfgr5AgZbGVKplGQ8js5oZHN5id5DDzB17RKWsnLSiQSIQG/a3bGobWkjtLLA//P4Q3vO7SgWi5w5c4Y//uM/5rnnnuO//tf/+r7khQgE/9Y0NzfT1dX1E193I9F2L6+7G8bGxj6w736/CBMAgUDwobfXZF+Hw8Hy8jI1NTV0dHR8oIO6G2Un4/E4/zy5RMvh47g21gh63GiNBiRSKflclgMnTr3ZqXcStUaLXKUhFvIz9ODDxMJhhl99CWt5BWqtnkw6Se/BI6STCUYvvopGq0el0ZBJpug99AD5XIb5sWHEEhkarZZcNkdDRwcisYSJy2+gNZiQq5SUikUqauqQSqXMjQ0jAnRGM1KZHI1Oj0qtZXr4EjKZEoVahUgsoryuHou9nOXpSVKJGDKZHLlSBaUSVU3NrM5Okc1mUOv1aPQGMokkPQePsLE0TyIWw2C2YLTa8Du36D14BO/ONn63G6PVirWsHOe6gxJQLOTJ5nKodTqS8Rg1za2szEyiMxhJxKLoTPWUiiUi4RCV9Y3Io35+4RMP7/m65PN5/vN//s/87//9v/kf/+N/8Bu/8RtCjX+B4Ee9iyo+t/2MO/CTkmtvDND30ozrhRde4Lnnnrulq+/78d33yj/+4z/e8XuECYBAIPhQ+9Fk33ca/BeLRWZmZtjZ2aG9vZ26urr7YlDnD0W4thNGoTMyN3yZVCrBwLFHyCTj+JzbKNUaVmenCHrdDB4/CcUi6wuzmOwVbC4vEQr46D1wBLlKxezoNcxldpxrDoIeN+2DQ+iNZuauX0Oj1+NzOdlZd9A+uB9LmZ3VuRm0ej0hnxevc4uaplbKa+vZXFlCLJWSTaVY21ijrLKKmqYWtleXyaSTyBVKNlYW0BpMNLR1sjY/SyqZRASsLc6jUqvpPfQAfo+bWCiATK5gfmwEqUxO36GjhPxevNtbSKRSNpcWyeYy9Ow/TCISZmdzDY1Oz9bqCrFIiIGjxynk81x//RUOPHyK2ZGryJVK5AoFsXAQo8XG5soSfYceYPraZYy2MrKpJCVK6E1mysV5jtxBg69UKsUv//Iv88Mf/pC///u/56mnnrov7hOB4L4iFt2FTsB39v6TJ08yNjaGw+G47UDb4XBgNBr3VIXn3LlzhMPhHxuz/6PfcTe/+1751V/9VSKRyB11mBcmAAKB4EPr7cm+txv8ZzIZxsfHicViDA0N3Ta+9IPgDkfxogRERMKb2KprKauqwTE/Qy6TQaFQks6kUWs0tJx8nK3VJSJ+P3qzmXgkhEKpZP/xR3A6Vgn5vWj1eorZHCJg/4mT+JxbzI2OYKuopFgCsUTMoZMfIx6LMnbxNfRGM5l0mkwmTd/hB8lk0syMXEWpViHOSSgBHQNDlEowful1zGV2CvkCyVycuuZ2xBIx1994FaVKhVqrRSSWUN3QhFyhYPLKBdQ6A1KpFJFYTF1LOzqjkYWJUbKZDDKpFIVChd5uQm+ysDA+jFiqQKFQgkiMzqCnob2TzeVFgn4vDe0dbC4toFSrKeTzpBNxdAYTiViUmqYWlmcmUOt1JKIR9EYTMrmcFr2Cwz1te74ewWCQz3/+88zNzfH973+fEydO3KtLLxAI7tDnP/95nn/++R87CH97+c53Mjg4yJkzZ267+n+j5v+NXIC7/d33itls5plnnuHUqVN7DkUSJgACgeBDqVAo4Pf7USgUKBSK24bzxGKxm7Gchw4dQqfTvd+neVs/uDiMp6igpW8Ar3OLUqlEqVji+oVXkIgkdB88QtjroZDPgQhmRy6TzxfoHDxANBIik0ggkUiYG7lMrlCipbuPbDZD1O9FqVazMDVGYMfJwNHjIBKzvbaCwWhiaWaCWChMa98Aaq2OnfVVdHoj22uruDbWaO8fwlRmxzE/i8Fswe92sbO1Tl1jCxV1DSxPT2C02EhEIyxOjdPQ1k5NcxvrC3PI5HLSySQbS4vojRYaOjpZX5pHBMQjYVybG6i1Gtr7h/A4t8mmU2SzGaavX0YiktJ/9AB+l5NkIo5ELGF5ehKd0YTRaMK7vUnHvkO71YIsNlRaHRtLi1jK7WytLtN/+BgTVy5isZVRzOfotxs52N+95+uxubnJZz/7WSKRCK+++ir9/f337NoLBB9+ojvu5Hvbz7gDg4ODNDY2cu7cubcMzuFfB+3PPffcW54Ph8OcP3/+lmo+p0+f5uzZs7edAJw9exaj0ciZM2fe03e/34xGI1/+8pfv6D1CVpNAIPhQ+dHOvlevXiUUCt128O/z+bh69SpKpZLDhw/fN4P/b79+lXxZDa39Q0xceoN0IkE6mSAU8NHeO8TAA8dxzE0RDQdJpVI41xzUNLXSf+RBVuemiPj9u82rAn7KaxvpO3QU96YDn3MLkUSKf2cHg9HEA49/ioDbxdbqEkqVimgsgkaj48CJk6STCRbGRxCLJSSiUWRyOUce+wQSmYzpqxcRi8VEggFSiTj7H3wEncnC7Og1RGIxkVAA59Yah089jq2qhvFLbyCWycikUgR9Xlp6+6hqaGRm5AqFfIFisUg6laSxvZOaplbGL71OPBIml82STiRo6eqj5+ARFsZGCAX8pONx0qk0IkqUVVQS9HqoqG9ix7GM1mhGIhETDfixVlSRjMaprm/EMT+N3mAgn0mz367l4MDew35mZ2c5efIkxWKRS5cuCYN/geAnuREC9F4fd+jcuXN84xvfeEuCLuwO6M+dO3fL6vzTTz/Nk08+yfPPP/+W5xsbG2lqarrl+RdeeIHz58/f0hvg3Xz3++3ll1++4/cIOwACgeBD4+3JvreLzy6VSmxsbLCwsEBlZSXd3d33RQWXQqHAt6+MIzGXE3C7cG1tYDBbqW5u3S1/WVNHJOhnZXYKndFAbUsHXucmjZ09ZNIZhl/9IWqtAXt1LSG/B1tVDZl0kqkrl1ColVQ3NON1blFWXQ2UmL5yEalCQXVTM+lEEqVCSbFUYn78OsVCgdrmNkQiEUGfB7lCyezIVXK5HLUtrSiVKkJ+H3KlmbX5WfweF43tXegMRrYcy1TVNeJcW8Wzs0V1QxMVtQ0sT01gr6oiGgiw5VjGVllDXctugq7ZWkY8FsUzv4HBZKGho4uV2SkMRjMhv5/1xXlUGi1NnT2E/T62V5ewVVXjcW1TVlvPjmOZ9n2HmL12iZxcRk1zO5GNNdRaDa7Ndbr2H2Zx5ApPHd+P+Q7icC9evMhTTz1FZ2cn3/3ud7Farffs+gsEgvdmcHCQ0dFRzpw5c3OA7nA4OHPmzG1r9p86dYrz58/fdqX/mWee4fz585w+fZpgMEg4HKaxsZG1tbXbxvLf6Xe/3wwGwx2/R1S6k4wBgUAg+IDcLtn3hz/8IT09PTebMxWLRebm5tje3qa1tZWGhob7IokzFovxzSuTyPVGQn4v6USCviMPUigUWJi4jsFkRiSW4N7YoP/oMSRSKROX3sBWWUUumyUeCdHWN4hCpWZ+fASVSkOxVMC7vUPv4SOotTomr1xAqVIhkyuJR8I0dHShM5pYnhxHqpAjlUoJ+wNUNTZhLrOzvjhHJp1GKpORSacwWcuoqK3HubZCLBJBrdURC4UwWi1UNTTj2trEu72Jzmgkm8kgEotp7eknHgmzs7GGTC6nkMuTyaTpHDpAPpdjfnQYa2UV6WSCeDRK5+B+xGIxc2PD6Ay7sfoBr4u23kFkCiWjb7xCRV0D6USCbDZNS3c/Y2+8TG1LO8VSiWgkiEqhplQsobOY2VxaoLalHVJxHu9rQa1W7+l6lEolvvvd7/Irv/IrnDx5kn/4h3+4b3pBCAT3q9nZWbq7u5n6//0SXQ3vbbI8u+an99/9DTMzM3sqAyq4+4QdAIFAcN/7ccm+N9YwstksExMTRCIRBgYGsNvtH+Qp3+T0ePmn4WlkGh1KtQaNVktdczuO+Rni4RDm8grMVjue7U26DhzE49wk5PVhstmwVlSxvjBHS08/np1t/C4XJquN8tp6PM5Neg4eJh4JM3bxDQxmC/bqWiJ+H42d3cQiQVbnptAaTJjtFUSDAerb2knEY0xefmM3abexmXQygclqI5fNMTtylaJIREV1LSKRCLlCgUwuZ/TCqxTyeWqaW1GpNeQyaSRSGUtT48TCIarqG9GbLUQCAeyG2puNwmxV1dgqq1mbn6Gxowu/ewfnmgNreSU1zS045qepaWojEgjg2lqnrqWNYrFEJOinur6RjaV5qppaCfl9NHX2EHA7KWVy2KqqiYVDlFXVkgu4eerE4T3v8pRKJb761a/y27/92/zSL/0SX/nKV+6LXhACwYfGB1AGVPDuRaNR/vRP/xSHw/GWfgbCBEAgENzXflxn3xuTgHg8ztjYGMVikYMHD6LX6z+o032Li6MTOJJFWgYP4NnaIBIKIEbE6twUKo2O/qPHCft9uLbW0RtNbCzNk8/n6Tl4mEQ0wtbqIjqjEffWBn6Pi30PPkIul2Nx4jomq52dTQfO9TWOfeynEInFzI5ew1Jmx+vcYnt9lQMPPYpSrWZ+dBitYXf3wbOzQ0f/EFqDgaXJUZQqDYlcFr/XTUN7N0aLFcf8LIhESKVStleWqWxsorKugc2VJZKxGHKFgqB/E2tZOW19g/jdLjZXllBrdDjXVhGJxew7/gjRkJ+t5QUUShU7Dge5fIahB0+QTaeZHxvBWl5B0Oshk06hN5pIxGKotDr0Zgs+t4uOwf1cf+0lqhtbCLh3kClUKORyggEf9a0dBJem+JlH916tp1gs8sd//MecOXOGP/zDP+SLX/zinicO58+f5+zZs4TD4ZvVQJ577rlbkgJhN5b43LlznD59+mYCocPh4MUXX+TrX/86o6Ojez5ngUAgeC8GBwdxOBw3//1GCJMwARAIBPelvXb2jcVizM/Po9FoGBgYQKlUfgBne6srM4sElCZMKgmjr7+C3mhEqdEglsqoaWxGplQzPXwZmVyJXCGnVCphMFsx2cpYnZshnUyg1RtQqnZDU3oPHmV9cY5kIoHeaEahUpCMRTly6uNsri4SCQTRm0yodXryuRyHT36ckM/L9MgVDCYLcpWKaChA74FDBL0eVqYnMVgtaAxG4uEQ7f37iEfCTF65gM5oQqczEA4GaOkbIJvNMn3tMhKZFHNZBWKRmOr6BsRiCROX3kCmUGJ487u1RgMyuYK50WEy6RQWezk6k4VsKoXWYMSxMEc8HEZnNGCy2YkEAqg1GjLpNGqtDpVazebKIvVNrazPz+yu9kcj1DS14vfsUCzksVdWo4p672jwn8vl+M3f/E2+9rWv8Zd/+Zf82q/92p7Dw1544QVWV1c5d+7czeeef/55Tp06xTPPPMPZs2ff8vob1UduVAi5wWg0vqtkPYHgviISwXvNqxJ2AN4Xv/d7v3czf8FgMPDVr36Vp59+GhAmAAKB4D60l86+N163vr5OeXk5PT09SCSSD+Bsb/UvI1MEcpDNRPFub1Hb0oa9ppaNlSVExSKxcIhQcAW90Ux9Wwfba6sUS7thTktT46i1Orr2HcS3s008Fkal1rA0PYFUIqVr6ACu7U1Cfh8KtYr1hVlisQhDD5zYjcdfX0NrMLA2P0s8Gmbo2Any+Tyrs9MYzWa2HMtsO1Y48ugnkcpkLE+MojGa8G1v4XE76dp3CLVGy8y1S6gNBoIeF0Gfj+auHgwWK465GaTy3QnLbiWiespratlYWtjd4RBJCAV8WO3lVDc243fvENhxIlMq8bm3dxuCHT5KMhFnevgKQ8ce4uK//BMVtXUU8nly6TRmi42drXV6Dz3A+MXXsFVWEQ36kEoVKNUqGjQSBtta93w9EokE/+7f/TteffVVzp07x2c+85k9D/4dDgejo6O3DPKfffZZRkZGeOGFFxgaGrqlDvjJkyffklx46tQpnn322T2fs0Bw3xJCgD40HA4H3/jGN27+u9lsZmJigv7+fmECIBAI7i977ey7sLBAqVSirKyMvr6++yLZN5fL8fcvX6KkMUCxSDaVoO/og2RSSaauXERnNCKSSCkW8jR39VIqwdTVi8iUSpRKNaVikeaOHsQyKdPXLqPS6oASmXSKipp6dEYj08OXKRZLaA16xGIJBquNho5ulmcmyaTSGC0WJFIZSrWapu5eHPMzpONx1HoDEpkMpUrLg5/4DN7tLXa21tEbzRRLkC8UGDz6EH73DpOXL2CtqEKrMxCPRug5cJhYOMTE5dcxmG3I5HKy6TTNXT1k02nGL7+BVCbHYitDLJbQ0NaOSCxm7OJrqLQ6VGoNKo0Gg8mMVK5gYWKUdDJOeXUNS1Pj1DW3kkzEkUrlKNRqAnNu6tra2ViYw2wrIxoK0NDWRdjvY1+NjZ6WvZfc8/v9PPnkk6ysrPCDH/yABx988I6u6dmzZxkaGrrtsS984Qu8+OKLnD179pYJwDs1GhIIBIL3y9vLkw4ODvLCCy/Q398v9AEQCAT3j2KxSDabJZ/PA9x28J/L5RgbG2N7exuRSITNZrsvBv/haJSvfOtfMDe0YSuvJJ2MY7DY2HEsMzdylbr2DuraOkknEyg1GqLBIOOX36CirpGO/n1IJBKUWg0Bn4eZ4SsYrDaau3qQymQolCqS8Rhjr7+CQq2h79BR1Grdbvx6CeZGr1HI5+nefxCFUkUmnUIik7EyM0k0FKJz/yGMtjIS0SgisYjFiVFcG+v0Hz5GZV0DmVQctV7P8vQkk5cvMPjgwzS0dxLx+1Cp1eysr+JYmKWlZ4CG9k4SkRAyuRz/jpPluWlqm1rp2X+IdDJJPp8nEgjgmJulvLaejv4hREAmmSQSCrC+NI+pzI5abyQcCtDc3Ydrcx1KIJaISCWTmOx2PFsb1Hd0EfC6MdvKSUTCPNBcfUeD//X1dU6ePInL5eK1116748E/wNjYGKdPn76lZjhwc4D/9trgAsFHmUgsvisPwb339r+NDQ0NnDt3jlgsJkwABALB/eHHVfq5IZlMcvXqVWKxGAcOHLhvQn7WtpycX3bRdfQhAu5tNlcWkcrkRMMhZEo1B089TjadYmF8BKlCTjqVIhYOcuTU4yhVakZff4VCsUAqHqdQyNN3+Bi28gqmrl4kk0qTjEcJ+X30HjlGXXMr08OXSaeSpJJxYpEw9W0dNHZ0MzV8iWQsikgkIpVIYLFX0HfoKEtTE7i31pHKZRQLeYxWG31Hj7E6M8360jxSiYxUIoFSo+bUkz9HwLXD3PWriKRSkvEEJUTsO/4IqXiciStvIFOogRLpTJr+w8eQSCRMXHodsVhMsZinUMjT1j+ITm9g/PKFm2VD1Vo9EpEYrU5PwOXCaLKyNDlObWs7pVKRQr6ISq0hHPRjr6phfXGOsopqsokoJ5rsdLe17PmaTE1N8cgjjyCXy7l48SI9PT3v6tqeOnUKo9F429X8H62oIRD8m3EjBOi9PgT3XGNjIxMTEzz22GP8zM/8DACf+9zneOKJJ4QQIIFA8MHaa7JvMBhkfHwcpVLJoUOHUKlUN9//QZpZWWPKF0MiUzB24RWkUhntA/uJhkNkU0kkUgnzY8Ok4nHa+ocoFgv4XTsYy+wsjF8nnUnT3NuPSqVmfWkercGIc20F99YWLT29mGx2FidGsVVW4ne72Flfo6alher6JtYWZtEZTERCQVbnZtEZjdS1dbDlWEaj11EsFpgZvoJKo6W9fz/urQ2KxSKlUpHlqXHSqSQ9B4+ys75GJp1CrlAyPXKVYj5P94HDpJNxfDtO1FotS5Pj+Dxu+g8dRa5QsLE0j1qrY2t1kZDPR0tvP1q9kdWZSbRGI77tTXxeD3XNbVjLK9heXca5torRYiUaDFJWVUUk5KehrZO1hVlKxRJyhZxkIo5eb8DvctJ18Chzl17lFz/2EFqtds/X5LXXXuNnf/Zn6evr49vf/jZms/ldX99nn332HWP3r1+/DnDbyUEwGOT5558nEAgAu5OF2+UKCAQCwb3y9NNP82u/9mu89NJLNDU1AfD7v//7DA4OChMAgUDwwdlrsu/29jazs7PYbDZ6e3uRSnd/uj7o0J+LU3PMe0IUC0VikTBNXX0YzBaWpsYQicRIJRKyuRyWsnLKBmvZWF7YjcfX6gi4d7CWV1JWVc3OxhpOxypKlYp4JIxCqebQyccIej1MXHwdg9VGLBRGJldw4OFTZDNppq5dQqXWEIsEScbidO87CCIRs9evoTUaiYcj5At5mrv7UKrVTF65iNFqQywRE49GKa+uxWC2MDN8GZFIjEavJ5vNUFFTi7W8kuWpcYqlEjKFgmQijslmo61/EOeag4DXhUyuIBIOotMbGDx2goDbxcz8ZYw2G9ns7k5O/+FjpOIxLr/0z/QdOkYk4CeVTGCvqWV9cZaqxhbWlxaobGjCteYgnU5hN+8mGjd2dBFaW+L0Zx7f805PqVTim9/8Jk8//TSf+MQn+NrXvrbn5mDvxo2qQF/4whduOXbmzBnOnTv3lq6iQ0NDt00oFgg+VEQiEAtJwB8WX/nKVzhz5szNbsEGg4GxsTGhE7BAIPhg7CXZt1QqsbS0xNraGg0NDbS2tr7lNS+//DItLS3U1ta+36fP//nnl0nIVDS0d+Fcd6DR6shlM2yuLCGTy2kb2E/A5USpUpPPZfE4t5DK5DR19hAO+BAholQq4t7eQCZXUtvSSi6TIZ1KIZZIcG+uk0wk6OgfQq5Q4NneQmcyEfL5CPt9NHZ0YbSV4VxbQas3kozF2FhZpL61jerGFhxzMxhtVpKxOB7nFgazleauHtYXF1BrtYiA5bkpjGYL7QP7ca07kMhklIpFwsEA+XyOjoH9BNw75LM5JBIJPu8OlES09Q6QSiUJeT2oNVoCAS9hr5eOgSEUKg3uzTVUWi2ZZJJoJIq1zI5YIsbvcaPRahBLpLsNv0IBahqbSUSjBH1erOUVSKRS4tEwBnGJJ04c2fP1KJVK/OVf/iXPPfcczzzzDH/xF39xc6J4L4yNjTE0NMQTTzzxlvKgwM0+AW93/vx5Tp06xblz53jiiSfu2bkJBPfCjU7A01//Nbqayt7bZ6166fn8V4ROwB8gYQIgEAjed2+P97/x+FH5fJ6pqSl8Ph/d3d1UVVXd8jkvv/wyzc3N1NXVvV+nTi6X4+9+eIGqnt2wj4nLr2Mtr6JYKBCPRWjt7kOuVDE/OoxKu1vD373tpPfAITR6A/Oj11CqtSAqEY9EqWtpQ2+24JibBkSIJRL8HhfVDU2U19ThdKwQj0WRKxTksllUGi01TS0EvB6cjhUMFivpRBy5Qkl9eyepZALH3DQqzW7ITDIao31wHyKRiKXJMQwWK6lkklDAR9fgfpRqDVNXL2GxlyMSiQgHA9Q2taAzmlgYv45ELkej1ZKIxbDY7FjKK1ienqBECalUTrFUwGCyYquoxLW5RsjnQ6FSk81mUamUlIpF0skEtS3trC/OIwKaevoYff0VahubiMWi1LZ0sLU8j0SmoKqhgdDSND/38VN7vibFYpE/+qM/4r/9t//Gl770Jf7gD/5gzw2+3q2mpiYaGxt56aWX7uh9IpHoZl1ugeDDRJgAfLQIIUACgeB9dbtk37dLpVKMjY2RTqc5cOAAJpPptp/1focABcNhzs9vYqxvZm1uhlgkjNVeSXltPRuLczS0duB1buN172Cy2Khr3Y3H79q3n0QsxszwFbRGI+X1jXg216ltbiUejbA8PYnWaKK6sRnP9jp1zW0UclkmL76OXK2isqGZXDr95m5JkZmRqyCCqsYmZHIFwVIRncHE/OgIqXSSmoZmjBYrnu1NzM323RCjtVVqm1spr61nfmyExrZOAl433h0neoOJqoYm1hfnqaytI5NKsjI7hU5voqG9i511B0aLlWwmzdzYyG6Sb88Afq8bEVDI55kavrRbArS1A7FUimN2mrq+Aa6/+hJVjS0k4zFKlNCbzOysrVBZ30A4HMZeXUss5KdYKmE06LHkYjx+B4P/bDbLf/yP/5Gvf/3rfPWrX+Xf//t/f8/vi9OnT7+rwf8NQtUgwYea+C6EAL3X9wveM2ECIBAI3helUunm4P/HJfuGw2HGxsaQy+UcPnz4J8Zwv1+bmOs7Ll5f2ESqUuOcn0Wj1THwwHHCwQDrC7OotTo8O1vEQmEGjx4n92b3XHOZnYBrh3gkwuCDDyOVyZi6ehlruR3fjhO/10X/kQdRqtRMXL6ASq0mGgoQi0Rp7ulHazCwOjOJRCYFRETDYWqamjFZy9hcXSIVjyORSPHubKMzm+lsPIDftcPK9AQaownP1hZylZLDpx4nFg4xdfUSBpOJgNdFMhan//AxSqUSC+MjGCw2Qj4f8WiYzqEDKJQqpq5exGyvIJvJEPS4aWjvQmc0Mj92HZlCjkqjJRYOUNPQgslWxsbyAn63i+rGZtaX5rHX1hEN+KiobwSRmLDfS9vAAcYuvk5FVTUhr5uqhibikQi9Vi0djXvfzYnFYvzCL/wCly5d4lvf+haf/OQn7/ng//nnn8fhcLzj4P+FF17gueee4+WXXxb6AAg+mkTi3cd7/QzB+yYajeJwON7ynDABEAgE99xek313dnaYmZnBbDbvdir8CTHc79cOwJXxKSZ3ghisZVAqUVnXgFyhYH5shGwmQ1llFUq1hkQUyjq7WV+cIx6NYC6zYy2vZNuxTFN3L9uOZUJ+H0aLlbLq3fCenv1HiAQCDE/8EFNZGbXNbbi3Nmju6iYaCrA4OYrBYsNWUU3I76WupY10Is7E5deRyBRUNzSRTaWRyqXk83mmhy8jkUixVdUgVyiQSmWoNGqmrl4imYhR19qOwWQl5PNgr6rF6VhhZ2ONyvpGKmrrWZufo7Gzh6DHjdu5iUarp6q+kY3l+d3vTiVZnp5AazRS29KOe3ONssoqMuk0syPXMJeXY7FX4NnaoOfgUa6+9M+U19RTAgq5LGZbGVsri9S1tOLaXKeqvolcOsXhhvI7Gvx7vV4+97nPsbGxwUsvvcSRI3vPF3i3XnzxRUZGRm4Z/P9ozP+5c+cIh8MEg8F3/Jzb5QcIBALB3RaJRDh58uRtdx2FCYBAILin9prsu7KywurqKnV1dbS1td3zGO69evGHLyOraqW1v4GV6QlUOj3ZeISIP0hVUzO2yipcmxuEAz5UGi2OxTn0RjM9B44Q9Hpxrq2iUKnZXl8ll8kw+MBDJONxlqZGMZisbDuWCXg9HH38pxCJRMwMX8FaXoF7awOva5t9xx5BrlQyM3wFndFI0O0iHAjQ3NOHzmhkeWochUJBKlEiGgpR29KG0Wpja2WJaDiIWCzGs7OJ1VZO3+EH8Lt32FiaR6PTs726gkqr5dDJj5GIRVmamkCukOFxbhENBeg//OCbuwPXMVnLCHhchEMBuvYdfPOcLmO2V5BOJolFw0jlcrQ6A66NDarqG3DMTFJR30ghn6dYyKNQKAj5vbT2DjI/MUZZVQ25RIzj9Q3YrZY9X5PV1VU+/elPUygUuHDhAh0dHffwDtg1NjbG17/+9VsSfmG3W/CZM2eA3ZKg79QF+Pz58wCcPHny3p6sQHAvCVWAPjSefvppSqUSTz/99C0dzYUJgEAguGf20tyrUCgwPT2Nx+Ohs7Pzjiv63MsQoH+6Oo6mqZtoKMTy9BgGkwWlSk0mnaKlr59sJs3ElTdQa3ToTGaKxQJVdY3IlUrmxoYRicQYzRakcgVyuRyNwcjq7NRu7kB5JVq9nnQyQf+RY6zPzxKLRtAbTVjKK8lvbzBw9CFCPi8by/PoTBYs9kq8O1u09g0Q8vtYmhrFaLFjtFcQDfhp7OwmEYsyful1NHoDlrJyYpEw1Q3NiBAxfe0yMrkcS3kFCoUSuUKJUqNmZuQK+VwOe2U1eouNkM+LvbuGrZUl3Nub2KtrsVZWsbE0R1vPIH73Dt6dbVQaLfbqWtwba5SKJfRmE9GQH0tZGc51B4MPHGf09fNoDSbEEgnZXB6DycLG0gJNnd14Vxf5/PEDd1Tjf2xsjM997nOUl5fzz//8z7dNDr/bHA4HZ8+eve3g/8bxG06fPs3Zs2dvOwE4e/YsRqPx5mRBIPhQEonuQgiQMAF4v9zoV/J2wgRAIBDcE3tJ9k2n04yPj5NIJNi3bx8Wy95XgeHehQBlMhn+4fVryI1WEo5VPM4thh58BLlCwfL0BAqFkoDbicftpqN/CK3ewMrsFGqdjkQsysbiPLUtbdgqq3Cur5KIRVCq1KzNT2Oy2envepBtxyqe7W3kSgVbq8sUCwX6jxwjHgmzvjCHRq9na3WZTDLB/hOPUigUmB8dxmwvZ3NlkYDXw4ETp5ArFMwMX0ZvMuN1bhEOBGkfGESt1TE7chW5Ukk0myUeC1Pf2onRYmVzZZFkLEqpBMGAB4PFSk1jC363i43lBdQaDZvLCyjVGg4+/CjJWAzH/AwymZydjXViET/9Rx5CJBIx+sYru7sdU2NEAgFqW9pYGL9OTVMLKzMT6C025HIF+VweuVxGJBikvr2T+M4mv/joMWQy2Z6uSalU4uWXX+bnf/7n2b9/P//4j//4lhr790o4HL7ZDfjtK2iwO/j/0RX9xsZGmpqaeP7559/SQOyFF17g/Pnzt/QGEAgEgntl//7973hMmAAIBIK7aq/JvpFIhLGxMSQSCYcPH0aj0XwAZ3srfzDIt65MIlVrkCsUJEtw4MSjuDfXCXh20BnN6K02Ajtb9B08SiToZ2lqAo1Wi1yhIhWL0bn/IOlkgulrV1Bp1GgNJnLZDDXNbUikMkbfeBWRWIS1ogqFUolGL0Kl0bE8PUkqGcdksaE3mynk89Q2tbAyM0UyEUWnN2G0llEs5Gns7CbodbO5vIjBbNldufd66BjaR9jnZezia1jKK7BVVBGLhKmorScZjzJ56XXUeiMmq418PofZaiNfLDJ99RJFoKyqGoVSiVKlQaXVMjNybTd2v7wCs9VGOBigoq6enXUH68sLtHT1EfS5kcnkmKw2Am4XlrIKnGsO+g4/wOSVC6g1WowWK8lEgvKaWsSxAD/78OE9X5NSqcQ//MM/8B/+w3/gM5/5DH/7t3+LQqG4dzfBj3jyySdvSZ57u7fH9D/zzDOcP3+e06dPEwwGCYfDNDY2sra2Jgz+BR9+QhWgD40bnchvR+gDIBAI7ppSqUShUCCXy/3YZF+328309DQGg4GBgYE9rwK/3WuvvUZtbe1dS6qcmF3gutNPY1cfIZ+XSDiIXCojEgqQyWR2O9smEqwvzKI3mSkUi6wvzXPk0U8gFotZnZtGqVJTyOVwbq7Rf+RBNFodK7OTaPQGMskkW6srdAwMYa2oYnt1mWKxiFypwr29jqWsnJqmVvxuJ7FIBJlMTjIRo5DP0zGwn2g4iGtjHY3eQDIaJZ1O0nPgCIVCgcXJUczWMuKRCGuL85z46c8hk8uZG7mK1mgkl80QCoboHNyHWqNldWYSuVJFPpclHAxS09iMtaKSzdUl8rkclEokU0n0OiO1La0E3G587h1UGg2pRBzVmxO2XDZDRU09qwtzSMQimrp6mRm5Sk1jM5lkgkQ8jkKlRG+yEPL7sEqKfPrE0T1fk1KpxJ//+Z/z+7//+/zGb/wG//2///c9dwYWCAR3z80+AN/5f9HVbH9vn7Xioeen/z9CH4B7bG1tjW9+85v8zu/8zi3HhB0AgUBwV+w12dfhcLC8vExNTQ0dHR3vKdn3boYAjS+tspaXU9HQzOTlCyjVapRqDVK5HIu9AqPFhmN2ikw6hUKtQaXTkIhEOfrYJ3GuO/Btb2Iur0RjMBIL+jn08GOEAj6WJsdQabXIZAoCUTf7jj9MMh5n9vo1FCo1Gr2ebDZDQ1sXEomEiSsX0OgMqDUaxFIpJmsZao2OxakxsqkURosNrcFIMZ+ntrXtzd2BODqDAY1WTywc4cRPf46g18PG8gJ6swW9yUzQ56Nn/0FCHg/zY8OYrHZ0RiPRcJjmrl5SiRiTl15HpTNgtFgoFIuYrWUUSyWmr11GLJVittowWKyszk7T2jvA8Ms/pK6ljUQ8hkQqwWorx7W5jtVegWtjne6DR5gdvoJEKkapUlMuLfDJhx7Y8zUpFAr8/u//Pn/xF3/Bl7/8ZZ599tn3vfeDQCAQfFhFIhEMBgOPPfYYg4ODNDU1YTabAWECIBAI7oK9JPsWi0VmZmbY2dmhvb2durq6uzKYuxubmK+Oz7CTKlIo5Fmdm6aitp7K+kY8WxtkUylKIliankQuk9ExdBC/20XE70etMzIzfAWJTMrQ8UdIxmNsLi/tVueZmSDo93HwxKMAzAxfxmC2srOxzvbaMgdOPIpKrWFpegK90UTY78XnclHf3oHVXsHm6jKFTAYRIpZnJrDaK2nrHcTr3CLk8yCVythYWqRYKtB36Ch+j4vt9VU0Oj2O+RkyqTT7HzpJLpdjZXoCo9XK1vIibucWBx9+DJlczuzIVbR6Azvrq8QTMTr6hlBrdazOTqKQKwnFo8RCEaqbWzCX2Ql63Mxev0ZtcxtbK4vYa+tIp1OY9HooFPFsb9A+eIDpkUtU1TXh3lhDoVajVKqolWTouYPBfyaT4fTp03zrW9/ib/7mb/jFX/xFYfAvENwPhCpAHxqDg4OIRCJKpdIt5YuFCYBAIHhP9pLsm8lkGB8fJxaLMTQ0hM1muyvf/V4HhMVikb/+3nmKSi0lgEKBrv2HyGUzTF67iE5nQCqTIRZLqWlsQq5SMjdylSIldDojUKSmqRmt3sjC+Ai5fB6NVodCrQFEtPQMsL4wj9/jxFJWgd5oIh6L8sDHPkXY72V+7DpavQGpXEE0HKTn4GGSsRiz16+hVKtRabRks2kaO7oRi8VMXr6AxmBEqVYjkogx2+2o1Vpmrg+TSSYw2WzoLVbE4RD1bR0sz0ySTsTRGU3oDCYK+TyHHvkYQa+btcUF1Ho9WpOJIiV62rsI+jwsjF/HYLGh0hsgGaO5p45UIsH4hVepamzFYivD53bSNXSQ4Zd/QHldA7lMBkQiymrq2V5bwWLbLWPaOXiA6MwERxqbaKqu3PN1iUaj/OzP/izXr1/nu9/9Lh/72MeEwb9AcL8QqgB9aDQ2NvLEE09w6tSt3dWFCYBAIHhX9prsG4vFbjYhOXToEDqd7v0+1dtKJpN89f/+gPaDx5FIJKwvzKLUG/Bub7K2OEfPgaOYy+w4ZqdQqGUk4jGWZ8aoaWzDXlOHc3WFQi5PNp1mc3kBg8VGe3sXPpeTRDQEJRFjF19FJpNz8OHHSEQjbK/trtAvTIwSC4c4cOIUxWKR9YVZNFo9zrVVth0rHDjxKEq1mqXJcfRmMyGfF7/LSV17583dAVGxSAExUzOXqKitp3vfAbzOLSIBH1KpnPXFBUrFAr2HHtjNHdhaR63R4ZibJpVMceDEyd3cgYlRzLYyNpYWcG1tcPCRx1AolcyPjaDR6XFvbZAvFDDaylFp1Lg3VqlsaGJp/DoVdQ0Ui0UkEjEymRTv1gZd+w8xfvF1qhqaiPhcnOxsvKPBv8vl4rOf/Swul4uXX36ZAwcO3MO7QCAQCD66jEYjX/7yl297TJgACASCO7bXZF+fz8fExAR6vZ6BgQHkcvk9OZc75fb7ubDqpvvoI2ytLBEJBjBYbUilEgo5MQ88/tPEwiHGLryGzmAgm8lSzGfoOfAAuWyO8QuvojOakKvViERimnsGkYhFTF+9gEyhQqFSU6JEbVMrJmsZCxMjFPIFVBotCrUGQ6lEe/8Qm8tLBD0uTGVlKNUaisUCRz/2U4T9XubGR9BodUhlcmLhEN0Hj9yyOxCLhOkcPIBILGbiygW0eiMKtQqJRIrFXo5aq2VxapxsOo3BbEFjMFIsFqhv62R1dppEPIrOYEJrNJHLZjny6McJej2sL81jMJtRaXVkM2kywQBKpZJoKIDBWsbOuoPew8eYuPw6Wr0RkUhEJp3FWlHB9toKZVXVxANennxgEINev+frsrS0xKc//WmkUikXL16ktbX1jq+tQCC4x4QqQB8a79S7BIQJgEAguEN7Tfbd2NhgYWGByspKuru770ln33cTFrKy6eTahgeJUsXU5QuUgP6jDxKLhHBtbqDTG1ieHicRCdP/wAlKpRJri3PoDCZc62s4luYYOPoQJquN1dlp1FotgZ1tfO4dalvbKausZmVmEqlcTjIWw72+htFup66lHb/LSSIWoVQosjAxgggJgw+eIBGNsLW6gkZvYGH8OvFohP0PnaRYLLKxOIdap2dnbZWtdQf7jz+CSq1hZuQqOr2BoNdFwOOmvq0Ta3klTscK+VwOEbA0OY65vJy23gF8O9uEfV5kcjnrS/Pkcjn6Dj1APBJmZ30NjV6PY2GWZDzG/od269pPXL5A176DhLxu8vk8tspq5t7MAVieGkehUqNQqigUSygUcgJuF10HjrBw5TV+9VOP3VF1p5GRET73uc9RV1fHP/3TP1FRUXHH11YgENx7JZGEkui9VeJ6r+8X7E1DQ8PNf15fX2dsbIyRkRGampqECYBAINi7vSb7zs3Nsb29TWtrKw0NDfc0fvtOdgCuzy8zurGDVCpHUihQ1dSCyWpjcWocsViCQqFCLJGi1Rtp6xtifXGeeDSE3mBGJBIhkcl56Kc+R9jvY/SNl9EazaRTKURiEb2HHiCdSnDlh9/HaLUiV6oQS2U09Q4gFouYGb6ITKZArtai1mjQmy1o9Qbmx0fIZbNotDqUGg2UirQP7GNrZZmAx4XJZkOlUlPM5zn66CcI+72MX3oda1kFGr2BoN9Lz8GjN3cHFCoVKq2WXC5LQ0cXUqmUyTcrCylUKiRSGSZrGRqDgeWZSZLxOCabDY3BQD6fp76lna2VRVxbGzR39xLyuJApVCiVKvyuHUxldlzOTbr3HWJ+dJh0PIHOaCIei1FZ30B0bZFnPv34nkt1lkolfvCDH/ALv/ALHDlyhG9+85vo72DXQCAQCAQ/3he+8AWef/554F//ZgoTAIFAsCd7SfbNZrNMTEwQiUQYGBjAbn9vtaJ/kjuZWHz9B69QNJbR0jPI+uIccpWaVCzC9uoyBrOZho5u3FtbZDJpJGIxS9MTpOIx+o88SDQcxLu9hVqrY3H8Ool4nMFjJygUCqzNz6I3m9lcWWRpZpKjj34Cg9myuzug0+Lf2cLv2aGutQtbRSXbjmUK+TyZdJDt1UU0BhMdA/vxu3ZIxMJv7g5cRywSM3jsIZKxKFtrK2h1BmbHRgi6t3nwE58FwDE3jUanw7WxzpZjhX3HH0al1rAyO4VWbyDs8+Jz71DT1Iq9uobttVXy2QwikYil6XFMFhst3X343S5CXi8yhZzNlSVEYjG1Ta14treoa+nA73ETDQVo6OxhbnSYqvpGnKtLSKQSpAo5uWwWo9VCdGMFs0HJpUuXsFgsWK1WzGbzO+4ElEolvva1r/Hrv/7rPPXUU/z1X//1PQkTEwgEd08JESXe245uCSEE6P3y1FNPcf78eX73d3/3ZhnQYDAoTAAEAsFPdiPe/8cl+8bjccbGxigWixw8ePC+WcUtFot89+o4hpZecpkM1187j8VeTjaVJJ/P0dzTh1QmY25sGKlcgUKppFAoYikrx9jRzcLEKCJEqLRaxBIpequVtoF9rC/OkYxF0egNlApFisUiH3vq/yHs9zH2xitojSYyqRQgpvfgMdKpJFNXXkelMaDUaBBLZdS1dyOTSpm6cgGFUolcrUGj06M3W9HqDSxOXCeXy6HW6RFJpOj0eroGP8Pm6jIBtxNzWTkqrZ58NsCRRz9OJOBjfuw6aq0WiVRGNpul+8BhUvE4c6PDyJUqVGo1+WyW+pZ2ZDIFU9cuodLoUKpU6I0WQj4fXfsOMnn1IlUNzSSiYcRiCSabHdeGA5PZgmdrk459B1kYG0Yqy6PSaFHGvHzic58kGo3i9/sJBALs7OwgEokwGAxYrVYsFgs6nQ6RSESxWOTP/uzP+OIXv8jv/M7vcObMmXsSJiYQCO42CbznEB4hBOj98M1vfvPmgP/thAmAQCB4R3tN9vX7/UxMTKDRaBgYGECpVL6v5/hO4vE437wygdJkxbu8gN/lovvgYbR6A+tL86hUGoIeFz6Pi5r6Zsqqa9hcWUIqlVLI5Zi6ehlzeRn1LR14trfIpNOIRbA8M0E2maLn0FF8rh38rh20RgMLE9dJxeMMPPAQxWKR1ZkpjBYLm6vLbK8uMXj8EfQGIyszkyhVarzOTSKBAPVtHf8av5/Nkk7E2V5dwmAto62lDef6GoloGKlUyvzYdcRiGDq221Bsa2UJrcHAytQ4wYCfAydOIRKJWJ2bQqnW4NpYx7nuYOCB42i0OlbnZ1BrtUQCAQI+N5V1TZRX1xDyeVmaHKO+o4vVuSnKKqsIeVxUNjQglYpv1vifGx+mvLIGz+Y6MrkClUpNtThF3/Hd7r4GgwGDwUBTUxPZbJZgMIjf72dzc5OVlRXkcjkTExNcu3aN73znO/zZn/0Zv/VbvyWU+RQIBIK77Pz583zlK1+57TFhAiAQCG6rVCqRz+fJ5/M/dvC/ubnJ/Pw8drudnp6ePcd+3w0/btDo9vn53ugcYqWKXDaDVCLl4MnH8O1ssz4/g85oAomEbDxNz/4j5DIZJi5fxGSzkc/lyGYytPYNIJFKmB65jFqtQ65UUgSs9gp0RjPTw1co5HPoTSYUchUis4T2/t3dgUQsilZvQCyVIVfIefCTnyHk93H99fNo9UYK8gIyuYKeg0dIJxNMXbmAWqNDrdMikclp7OxBLBEzcfF1EInQm01o9cbdaj56A0tT42TSKTQ6Axqdjnwuy4HeAXY2Hbg3N3b7DpjNhLxeDj3yGLFwkOWp8d3uxkYzyXycjv59ZNIppq5eoqq+EZ3BiNOxTO+hB5i+dglrRRXZdIZMJk15bT3ujTWMRhMBt4vGrl4SsQj7qi201lXf9hrI5XLKy8spLy+nVCoRi8Vwu938yZ/8CZcvX0YkEnH8+HFh8C8QfIiURCJK77EPQEn4f/59YTAY3vGYMAEQCAS3KJVKZLPZn5jsu7CwwObmJk1NTTQ3N38gA7nb7QAMT0wzvhOkpW+QgMdNMh5DoVKxNDlGJBRg3/GTZFIptlcW0RqNONcd7DhWGHzwYVQaDcvTExgtNgKeHbzuHeoaWymrqmZzZQmJREI+l2fk1fOU19XR1NGNZ3uLdDqBWCxhZXaKdDJJ78EjRMNBPNubaHR6lqbGiIejDD748O7uwOw0BrOZnbVVNlaXGTx2Ynd3YHYajVaL37XNzsY6jZ29lNfUsrO2+mbYUp7tNQd6k4nW3gFCXg8hn283rn9qlHQqzf7jJ8mm06zMTqMzGlmdnyHoc7P/wZNIZTKWZyZRqTW4t7aIhILoTUYUag3pTIrqphZWZibQmywk4zGUKhVKpRrf9hbt+w4ydvE16lraScXCPNRSTcs7DP7f7kbYz2/+5m8yPT3Niy++SKFQoLe3927fEgKB4B4SqgB9ePy4v8nCBEAgELzF25N9bzx+VC6XY3JykmAwSF9f3wdWsvF2P27Dc0vsSHTUtVcweeUCKrUWhVJFUSzGUl5JS+8Am0tzpBJJlGo1YokEmUzOkY99Ep/LyercNAqlkmKxSDIep+/AUTLpFNPDV9CbzBSLRUJ+Dz0HjyCVSZm8chG1To9CoUQkFmGy2TEYTSxOjpPPZdGbzcgUKtRa/W5n4MUF4pHQbh8BpYpsJs2xxz9FOODn+usvozOZKeQLpNMZ+h94iGw6zdSVCyg1WrQ6HQqVigZ7OWKJhLmRK4jEElRaLVqjCZlSSWNHBctTEySTMfRGCwazhVw2y4GHHsWzvcm2YwVreQU6k5lEJIJCpUSpVBOPhFBptGytLNN/5Bgz16+hMxoRiyUkEgnsVVVsrS5RWVtHOuTnE0MdmI3GPV8rp9PJZz/7Wfx+P6+88gpDQ0N38U4QCAQCwduFQiHW19epr6+/5ZiQcSUQCG4qFAo3V/7FYvFtV/6TySRXr14lFotx4MCB+6pe+0vXp1iJZogEA0xfvYi1rILWvgHkSiUiIPfmQD4VT9AxdACDxUoyFkckFjE/fh3H/CydQweoaWolnYzvrtCvOxi79DotPf3UtbQRDvhRafUEPC5mx4aprGugpbsXRFAqlijmc8yODqNSa+jadxClUk0iGgZgZXaaeDRM76GjlFVU4nfvIJXJcMxOs74ww8ADD9Hc1UvA697twru5zsTlCzR09dLaO0Amk6FYKOB3bbM4PYatqoaOoQMo1VqioSDpRJylyXEkMjl9h45hLrPjc24jFotYmZ7A73ax/6GT1Ld1sjB2nbLqGtLxOPFYGIPZQiIWoaa5heXpCRQKJcVCgXyhgFqtwrfjpK6lnYTPxVMPDN7R4H9+fp5HHnmETCbDxYsXhcG/QPChJqb0Hh/C8PP9cfr0aZ588kkmJydvOSbsAAgEgj0n+waDQcbHx1EqlRw6dAiVSvUBnO1blUolisUif/fDN8grdcjkUjKpBN0Hj5DP5pi6ehGtzoBEJkWmUFLb1Ixap2dhbJhisYRKq0WmUGCvqqGtb5CNpXnCgQAGiwWVTEEhX+TBxz+FZ8fJ5tI8JqsNjUZLwOOm7+ADpBIxZoavoNEbkCgUZFJpmrt6kUglTF67iEZnQPlmTwCzRoveZGRpeoJsJoPOYESt0ZLP5ujveoiN5Xm8TifWisqb8fvHHv8pIkE/I+PX0RmMSGUKJDIFHb1Du7sDl95AolBgMJuRKZRYyyuRyuTMjlwFQGc0oTNbyCSTmGw2NpcXcG9u0tTdg9/tRK5SoTeZ8bldaPVGnI4Vug8cYXFiFKlMhlwuI5lMYq+pI7qxzL//5Kk7qtZz5coVnnzySZqbm/mnf/onysrK7tWtIBAI3g8i8XuvAvQecwgEezMwMMDTTz/NwMAATU1NNDY2YjQaCYfDiEp30kVHIBB85Ow12Xd7e5vZ2VlsNhu9vb1IpR/8+sGVK1eQKRScn1hg6OTHKZVKrEyNYbLayaRTuDbW6Nx/EJ3RzPrCDAqVhkIuj8e5RWVDIxW19bg21nZXuvN5Qj4vGp2elt5+IsEAAY8LuUKJ3+0iHgnzwOM/RTaTYWt1GZVGvfvPK4scePhjKJRKlqcm0JvMpJMJ/B4XtS1t2CqqcDpWKJZKyBQK3FvrmKx26lra8HvcxMNBpDI5IZ+PXDbD4LGHSCUSbCzNozOaSCbihP1+Bo89hEQi2a0gpNaQzaTZXF1i4OhDGExmNhbnkUilZNIpYtEwFTUN2Ktr8LucJONRKJZIpZKodXoolYhHwtS3d7M0NYZCqaKho4vZ68PUtbQRCfjJZtIoNRpUGh2pRAyrTMQnDg/u+dqUSiW+973v8Uu/9EscP36cb3zjG+h0unt4NwgEgntpdnaW7u5uxn/wJTpbq97TZ80tORl47P/NzMwMXV1dd+kMBe9kbGyMp59+mvHx8ZvPCRMAgeDfsLcn+94u3r9UKrG0tMTa2hoNDQ20trbeN1Vb/vmHLxHTl2OpqsW5tkLI50WpUqPRGSiWilQ1NBH2e9laXUaj0aK32oj4vdQ0t1HI5VmenUSn0yNXa5BIxGiNu02rVmcnkUhlyJQqVCoNUMJeXcumY5mwz4vJVobJaiMWDlPV0ETQ68G57kClVmMrr8TrdlLf2kEyFsO54UCt1aFUa8jnchhMZqRSGY65aRRqDWqtlmIJJGIRZns5TscqmXQKrd6A2V6Of8dJbUsbOxvr+FxOLPZyLGV2Al43FTX1xKNhHPNzqHU69CYLYhHozRby2SxbK4tI5QqMFis6k4XN5Xna+vcxcfFVqhtbKVEi6PVgsZeTiEUQicTEwmHaB/ezOjuFTC6noraegnOVn3ro6J6vS6lU4m/+5m/4T//pP/HzP//z/NVf/dU7NgMTCAQfDjcmAGM//OO7MgEYfPS/CBOAD8D4+DiNjY3CBEAg+LdqL8m++XyeqakpfD4f3d3dVFW9tx/9u2nOscH1LR8ypQr31hYKlZL2/iHi0TCerS00ej3RQADX1joPfPynd6vkTI6iN1ko5LJsri7Td/Q4Wp2etYVZFEoVuUwan2uH2pY2yqpqWF+cp1gsAhAJh9DpdTR39RENh/Bub6FUa4gG/STiMfYdf2S3M/DCLGqNllwut7s7cOLR3QpEUxPoTEYyyRQBj4u6ljasFVWszE0jQoRUJt0NPTKbqW/tIBz043ftoFCqyGZSxMJh+g4fo1AoMD86jNFiJZ1OEw0H6Nl/BLlCwercFHK5kmwmg2tjnZ5DRzGYzfh2tnE6ViivrSMZT6DSaIiFQ1TUN+BaXyWTztA+sJ/Z0WtU1taTy2SIhoLoTWY6LBoG2pr2fF2KxSJnzpzhj//4j/m93/s9/uRP/kRo8CUQfATcmACM/vC/0tm6t+pf72RuaZuhR39fmAB8gD74PXyBQPC+20tn31QqxdjYGOl0mgMHDmAymT6AM729H1weYSuRQyqTUcjnqWpoRGc0Mj18BYlEilKtQq5QYrBaaerpY2fDgc+5jdZoQiKXk06lOHTq44S8blYmx9CZduPnc7kcXQcOk0kmufzS9zCarOhNZmRyOdbyCqQyGbPXr1IqllDrdGgNBkRiEc3dfWwsLeB372AuK0NvshD0ujny6CcI+X0sTFxHqdKgUmuJR6J07T9EMhZl5LWXUGsNWOzlFAt5ahqakCtVzI4NIxGJ0RpNqLU6JEkJFXWNrC/Ok4hH0RlMWCur2V5donf/ETzObbzOLUxl5ZjL7AR9XoYeephkLMbo669Q196JVm8g4PXSOXSA0ddeorK+iUwqRTaTw15dh2vDgcFowu9y0tDRQyIWYajKRFtdzZ6vSz6f57d+67f467/+a/78z/+cX//1X79vdosEAoFA8K+ECYBA8G/IjWTflZUVgsEgg4ODtx2ghcNhxsbGkMvlHD58GLVa/QGc7e197TvfR9fcTWOdkdWZKeRKFYloBNfGGiZbGdWNzbg2N4mEAshkcuYnriOXyhg8doJkLMr2+ip6g4nlyVHcOzs8+PFPAbA8NY7eaMLpWGZrZYUDjzyK5s3dAbFYTMjrxudxU9fSiq2iGq9zi7DfS6lYZGl6HLlcyb7jj5CMRdlyrNys/Z9IJBg8enz3O6YnUWk0uDfWcSzMcOjk46i1OlZmp1BrdUTDIYK+RaoamrBXVePe2iQS8KNSa1iZnUKnN9C97xCJaJjN5QXUWi07Gw4CXg/9Rx8EYOrqJcxldlwba5QKRawVlSjkchKJBJV19SxNXKespoFsLotSo0GhVuNzbtI+dJDxi69R29xGOh7lwZbqOxr8J5NJfvmXf5mXXnqJf/iHf+DJJ58UBv8CwUdQSSS+C43AhF3BuykajXL9+nUefvjhtzz/j//4j+/4HmECIBD8G/Gjyb7ZbJZUKnXbAdrOzg4zMzOYzWb6+vrum9jtQqHAt69MYOs9QCwcZOzCq+hNZiRSGdlsmIaOLgqFAlPXLiGVyjDbypDIZNhV1Wj0BmZHr0JJhFqrQ63XU6JEc88AOxureLa2UWs1KLVaQoEAD3z8UwS9bpanxncr9Vh0xKJFOgf3k0klmb7yBjKFEoPNjlQsQWswodRomBsdJp/PYTBZMVqsFAoFGjt72F5bwb25gbW8grKqGhzzMzzwsU8RCQZYnppArlKhMxrx7WzT3jdIOpVgdnQYmVyGwWxDRAl7ZTUqrY6l6UkyqSRWezl6owm/10N7/xA76w6CPg8Gi5XK+kbWF+coFgqIi0WS8RgavR7XhoPeww8ycfkNDCYrYrGEZCJOeUUVW45l7DW1pCNBHh5ow3IHOz6BQICnnnqKhYUFvv/973PixIl7eCcIBIIPUgnxe28EJpQBvasGBwdZW1vjpZdeessk4Fd/9VeJRCK3bZgpTAAEgn8DbtfZ9+0/CKVSiZWVFVZXV6mrq6Otre2+id0OR6N8d2QGmdbA2uwUoaCffQ+dQiQSsTo3hVKtJRYKsuVYpnvfIdQ6PWsLc0ilUkRiMe6tDSz2Sirr6vE6t/Dv7CBTKliaGkcqlzH04AnikQjrS3OYbHZWZybxejwcPfUxJFIpC+PX0RtNeLY28Ll26D5wGLVWx/rSPKlCkWIhz5ZjiZqmFmwV1fjdO/h2timWSqzMTiGTKTlw4hSpeJyFsRGMVhuOxVkS0Qh9h44hlclYmhpHoVLhdW7hcTnpGjqIVq9ndX4WhUJBLpvFs72Fraqa1p4+fO4dXJsbaI1G1pcWkMrl9B48SiGf59orP+DQycdZHB9FIpOiM5lxbqxR09jM6swEarUGiUxKPp9Ho9HgcW7Rc+gBlocv8POnHryjHZ/NzU0+85nPEI1GefXVV+nv7793N4JAILgPSN58vNfPENwtAwMDBINBGhsb3/K82WzmmWee4dSpU5jN5rccEyYAAsFH3O2Sfd8+ASgUCkxPT+PxeOjs7KS2tvYDPOO32nK5+d7YHHK1Fr1WSzoeZ/DYw+ysreB37WCwWrGUlbOzvkr/keNEw0Hmx0cxlZWhN1sIej00tHWRy2aYGbkKIiirqEYikyGXK9DojUxevUg2k8ZSVoHRYqNULNLQ2Y3HuYXTsYJGr8dkr8CztUHv4QeI+H0sTY6hUKmobmwmEgpSXlNPJp1i6spFpDIp1opqJFIpsFv+c+76VaKRMBV1jZRVVOFcd9A5dBDvzhZbK0tYKqqoamhmZ81B975DJOMxHHPTiMRiyqs6CXg91Ld3kstmmBsdRiQSYausRiwWozeZ0ZvMbDtW8Oxs09Y3xMbSAohFyORyAh43JquVnc0Neg4cZmHiOrlMGoXFSiIWpbymnvDGMv/+px69o0nf7Owsn/70p9Hr9Vy6dOm23Sbfyfnz5zl79izhcBiHw0FjYyPPPfccJ0+evO3rHQ4HZ86cAcBoNOJwODh9+vQ7vl4gEAj+rTh37txtnzcajXz5y1++7TFhAiAQfIS9U7KvSCS6OQFIp9OMj4+TSCTYt28fFovlgzzlt3hjZAwXKlr79+NzOQl6PcikUlamJ0AsZuDYCVKJBI6FWSz2CpxrK/jdbvqPHEMml7MwMYpWbyAWDrK97qCjfx9ag4H1pXnEIjGIRGyuXaequo7Khib8Lhc76w6UajVrczNIZDL2nzhFNptleXIMU1kZ6wtz+L1eDjz0MHKFkoWxEbQGI76dTcLBIK3d/WgMBjaXF6BUolgs4HO7qapvpHPfIYJeL9uOJSQSKRtLi4glIg48/BjFYpHpa5cxWay4Nh3Eo1E6B/YjVypZmhxHppATcLsIB/w0dnRhMFvYWF5EBBQKeXzObSQSMSaLFc/2Bg3t3WytLpFKJqhv7WBm+Aq1Ta04HUuIRSKkUimpZAqTzY4yE+dTR/fd0bW5cOECn//85+nq6uI73/kOVqt1z+994YUXWF1dfcsfreeff55Tp07xzDPPcPbs2be83uFwMDQ0xMsvv8zg4L/2IhgaGuL06dM888wzd3TuAoHg3fsgcwDu5kLAnSxCvPDCC5w7d47Tp08zODhIY2MjDoeDF198ka9//euMjo6+q/+ee+3ll19+x2PCBEAg+Ai6keybz+dvW+nnxgQgGo0yOjqKRCLh8OHDaDSaD/Cs3+rS9AIhtQ1ZPsfoay+j1uux2itAJMKq0aJSq1meHCeVjGOwlqE3moiFg/QeOoJ7e5Og14POaKSsupat5UW69h0kGYuxNDOBwWTGUlWNe2ODprYuCoU8s6PXyOfyVDc0IZaIEb25sj4/cZ1MMoXVXo7VXkkuk2XoaBsBt3s3EVdnoKymDvfGGq29g8RCAVZnJpEqFdS1duBz7dDQ1kWxmGdu+Ar5YoGqhmakcjnJeAy1WoNjdpqg30dVfQP2mjqWpiZo6eoj4HGxsbyI2V5BXWsHro01mjq7yaSSTF29RIkSLd395LJpdtbXaO0dYPTiq9S1dBDwuMhlMxitZbjX17Da7bi312kbOMDy1Bi5XB6bQY806uZTJ47t+bqUSiW+853v8Cu/8is8+uij/P3f//0d3TcOh4PR0dFbBvnPPvssIyMjvPDCCwwNDb1lUP/kk0/yzDPPvGXwD/DVr36VoaEhTp48ecvWt0AguEdE7z0H4N10Ar6bCwF3uggRDoc5f/4858+ff8vzRqPxxw6yP2gGg+Edjwl9AASCj5i9dPZdX19nZWWFUqmEwWCgv78fuVz+AZ3xrb4/PIknmaNYLOB3e2jvH0BrMLKxvAjFAiKRmHAggLWigsr6RgJuF9FwCIlUSjwappDL033gMPl8nqXJMSz2clKJOGG/j66hg8hVKqaHr6BQKlEoVYSCfprau9AZTWwsL1AoFJFKJcRiUUxmK5V1DYR8Plzb62h1BlLJJCKgpaePUqnE9PBlrPYK4uEQsViE7v2HUarUTA9fRqZQIhGLyaTS1La0oDdZ2HaskE2nEItFJONJTPYyKmrqiYVDrC3Oo1SrkUik5HM5mrt7EYvFTFx+A6PFRrFYIJVK0dTeiUqjZX1xnnDAj7WikkwyiVgiIZ/LUl5bh3tzg1wmQ0vvADMjV6moraOYzxMNhTCYzTQZlOzvaN7zdSmVSnz1q1/lt3/7t/nlX/5lvvKVr9xxR+jnnnuOpqam2/6xHhsbY2hoiMHBwZsrajeee+mll267MmcymXjqqadu+YMtEAjurht9AIZf/h90tL23MNH5xU0OPPKf7qgPwI3J/o0dgBtu/Easrq7uaSHgxi7C7X4znnzySV588UXOnj37lt+o559/npdeeolgMEg4HKaxsZFTp07x7LPP7uncPygTExMEg0EAGhsbb4ZpfuELXxDSsAWCj5JSqUQulyOXywHcdvBfKpUIBALk83kqKyvZt2/ffTP4z+Vy/H+/8wN24hmqm1rIZzN0Du0jGgoyceUC2VSSsuo6ZEolNc3NyBVKZocvs768iNFiQaPXY6uopraljY2lRaaHL2G0WjHbK8jlcrT2DeHZ2ebSD76HUq2mubuPYrFAY1sn6VSS8Uuvk0mnqaytRyKVYq+s2U0CnhxlbXGWypp6zGVlKJQKyqqqWJmZYvLyBcoqq6moa0ChUtPa3U/Y5+WN732LYrFAS3cfKo2W6sYmEtEI01cuEg74qKxvQmuyUFZdg0QkZnFshIWJUWqaWqhpbEGuUFJWUcnWyhIjr/4Qe1UNDe2diBBRXd9IyO/l+mvn0RpNKJRKosEAjZ3dBNw7KDUakrE4yUQSo82Gc30Vo9lM0OPCaLMjkUrot+vuaPBfLBb50pe+xG/91m/xX/7Lf+GFF16448E/7P6xPn36NM8///wtx26s6o2Njd187utf/zoA+/bdPkSpsbGRb3zjG3d8HgKB4N25EQL0Xh93YmxsjLGxMU6dOnXLscHBQYxG4y0Tg3dy9uxZhoaGbnvsC1/4ws3XvN2ZM2cYHR1ldXWVl1566b4f/AN85Stf4ZlnnnnLb+q+fft4/vnnhRAggeCj4kayb7FYfMfOvsVikZmZGXw+H2KxmM7OzvumVrtzx82ry5s07DtCNpNh+uolrPZyvFsbRMJBOgcOIFcqmR25glZvIJvOEA54aOzsQWcwsbGyRDaVRCqTEw2FKKuqZvDoQ4S8XjaXFlDIFWwuzpPNZTl86nFKpRIzI1exlVcQcLuIRcO09Q+h1mhZmBhFpVIjQkQ4GKCipg6TrYyt1WUyqSQymRzfjhOlSkNLTx+xcIjZ69cwmC34XE6i0QiHT30CiVTK1JWLWOzluDbXyRfyNPX0odbqWJwcRyGX7V63fAGdxUrb4H5cm+v4nJuIJVJSyRgqtY79Jx7dTTC+dgm1RkvI50YmV2C02VEqVSRiUSrq6lmeGsdkLyefy6HV6dHotAQ8HjqHDjB24VVqW9rJJGMcrrPT3lC352uTy+X4jd/4Df7u7/6O//W//henT59+1/fNqVOnuH79+i3hPLC7zf52N7bcjUbjbT/PbDYzNjZGOBx+x9cIBIK7p4SY0nus4nOnZUD3uhCwl53AsbExnn/+ecLh8C2D+NstQnyYNTU1cebMmZuhQC+//DJjY2M899xzwg6AQPBRUCgUbinz+fYBWiaTYXh4GI/HQ21t7Tt2AP4grO+4eGPDi9pkY350mNnr16ioq8dWVYNEJqehvRufy8nYxVfR6AzUtXWSy6Soa+kgGYsxduEV4qEAdW2daHR6KusbkMplTF+7zMr8NPaaGjRGI3K1iqrGZrYdK4xdeJXymlrsNXVks1nqW9oJeT1MXrmIXKGgrq2DfCGPraKKfD7HxKWLxCIhals7UOv0aAwGpHIpKzNTLEyM0tDegdlmJ5NJU1XXwNbqEmMXX8NeU0dNcysavZ6KmnqigQDXzv+QTCpJfUc3ar0BndFIsVBgZvgSns116jt6sFXVoNUZkctkOGYmmbp8gYb2Tpq6epFIpCTiCUr5PPFYFL3JTCQYoLVvkLDPS+HN8K94JIKtvJKt1SXs1bXkoiEeqDbR1bb3lf9EIsHP/MzP8OKLL/Liiy++p8E/7Mb6h0Kh24bzXL9+HeAtkwOHw/FjP+/GoP/GNrdAIPjo2ctCQDgcvu0iwtudOnUKo9G450WID7NgMPiWPIBz584hEok4ffq0sAMgEHyY/aRk3xtisdjNFY1Dhw4RiURwOp3v9+ne1uTSKtc3vRSLJbbXN6hu2E2E9W5vsb44h0qtxrO1gUQqYeDoQ+RzOaauXEBvthLyeUglE3TuO4RCqWJ+9BpqrY58oUAxV6CupQ292cLK7DTpZAKlWk3A40Kj1bH/oZNEAwGWpyeQKxT43C7SqSSdQwcQi8VMXb2IuayCWDhINpulobMTvdHE0tQ4EqkUpVpDOpVCZzLR3N3L2vI8sUAQrV5PMh4HRAwdO0EyEWfy8gUMViuxcAhE0HvkKHK5gpnhy0gVSvKZLDKVktqWdnRGM47ZKYqFAhKpDLFMitZopqmnn5DPy/DLP2D/w48yfuFVDBYbOoORreUlqhsbWZocR280I1coKRQK6E0mvM4teg4dZf7qG/zCqWNotdo9Xxufz8eTTz7J6uoqP/jBDzh2bO/Jwu/GjYS8G9vwsPc/yB+1P9wCwX1LJH5XSby3fMYduJOFgJ+0E/jss8++Y/jO7RYhbggGgzz//PMEAgFg9zfn7QUL7jdvr/1//fp1jEYj9fX1wgRAIPiw2kuyL+wO4iYmJtDr9QwMDCCXy4lGo7ftDPh++7+vXmAnI6Kpqwefy4nOZIJSifFLb5DLZujZf5hcPkfJ60al07O5vIRna43W/n3oTWbWF+Yor23A79zGvb2JvbqGmuY2th3LKC1aIqEg0yNX0RmNdO8/TNDnJZtKIlMqmb1+jVgkRP/hBymVSvjdO+hNJvzuHdaXFmjq6qGsooqVmUms9gpioSCbywtodAYaO7pwba6jUqkQi0Rce+U8MpmE/qPHiUVChP1elCoVm6tL7Kw76Dt0DKVazcLEGJayMtybawQ9Xqobm7DX1LGz7kAkEROPRFgYu45SraX38FECXg/pRJxCLsfSxCi5Qp6a5lZcG2toDSYkYjFhrxuzvYyAx03nvoNMX71EsVTEaLGy6V+iurGZ8MYKz3zqUSSSvW/br62t8ZnPfIZ0Os3rr79Od3f3PbwTdrfcX3jhBZ544gmeeOKJO36/sAMgELw/SnehCtCNHICVlZVbjtlsNsrKyt7y3Pu1EHC7RYgbzpw5w7lz594ywRgaGrptVbP7xY+OCSKRCGNjYzz55JOAUAZUIPhQupHsm8/n3zHkp1QqsbGxwcLCApWVlXR3d99s8vSjfQA+KN+9PIqstpVGmYKJS69htJbBm3kLDe2dGC1WVudnyGUySMRi4okkRpOJA498jIB7h4WxETR6PWG/D0olBh54iHw+x9SVi+hNRsKpJNlUmt6DR9Ho9cyPjSBXKBGJQJrNUlFbR1fZQZzrDkIeFxqjiVQiTrFQ5NAjjxGPRJi9fhW5QkUiFiGdTNLa248IMdNXL6E3W8jncyTjcRo7OrHYy3HMz1LMZVEbDBSLRSRiCYdPPo7XuY1jfgaNTgciEflcnt7DD5DNpBm7+BpGixWxRIpMJqNj6CAKlYqFieuUiiVKpRLWyio0IiPZTIaA20Vb/xA+5yZ5pZrKxiamrlykurEJp2MJmVKBXC4nlUxiKasg73fz1GPH7+jaTE5O8tnPfhaLxcLLL79MTU3NPboL/tWTTz7JyZMnb2loYzQahdV9geAj6tOf/vQtz/3RH/0RX/ziF9/V572XhYAftwjxxBNP3HbX4MyZM5w6dYpTp069q4WLe61UKvHKK6/w8MMP89xzz90M/wFhAiAQfOjsNdl3bm6O7e1tWltbaWhouG0fgFKp9L7nAWQyGb57fZaCXE1mawv39gZ1rR2UVdXgmJ9BrdERCfjZWF5AazDS3j+E37VDKpFAKpMzeeUCiUiEg6ceJ51MEvC4UKpUrC3MEnC76DxwCJ3eyNzYCAarjZDXxfLUKLbqemoam3BvrIMYEtEom6vLiCUSeg8eJRoO4dtxojMYWZocw7vj5PCjH0csFrO+OI/eZCbo9bKxskRTZw+28gqWpsZRabQkYhE8O1uolGpa+4fwuXZIRCOotTpmR0fIZzP0HjpKLpNhfWketU6Pd2eL7dVleg49gFqjZXFqDLnChM+1TSwcxl5dQ3lNHdFwiOWpcXoOHmXk1R9S39ZJ0OtGodKiMRh2a/yXV+JzuWgf3E94bJisREq50Yg06OKzdzj4f/XVV/m5n/s5+vr6+Pa3v33LFvK9cPr0aRobG3nppZduOXYjtvcneT/OUyAQ3EgCfo+NwN58/7e//W2am9+ak2Sz2W55/fuxEPBOixDAO5YXvZHL9Kd/+qf35QTgd3/3d3n00Udvnudzzz3Hww8/zNramjABEAg+TN6ps++PymazTExMEIlEGBgYwG633/KaDyr51x8M8n9HZpBqDZTSaTKZFEPHT5KMxZi8chGd0UAun6NYKNDS049UImX84uto9DokUjlSqZTqxhbMZXbWF+ZJxKPIZFJKxRJKtZYDjzyG373D3PVhLGV2RCIolEp0HzhKIZ9j6uoFtDoDIokEuVJJY0f3btWf0REKxQIyhRJEIgxWK619g7i3N9lZd2Cy2ZApFEQDAfYdO0EqEWf41ZfQGYyIRFAqlqhrbkcqkzIzfAWVTocIKIlEmCwW7NW1bK4sEQ36MVrL0Oj1BN1uDjz8GAGPi5XpSTR6PQqlikwqSUtvP4V8nutvvExdczvmsnKc66s3B/+NHd0EvW78O9v0HHqAictvUFXXQMC1jVQmR6PRYspG+NipvQ/+S6USL774Is888wyf+MQn+NrXvoZarb53N8Obnn/+eRwOx20H//DOSX833BgUCI3ABIL3R4m7EAL05gSgubl5T30A7vVCwI9bhNiL+7lq0A9/+EMikQjwr43BGhoahCpAAsGHwY14/580+I/H41y9epVkMsnBgwdvO/iHf50AvJ9hQFPzS7x4eZK67gH0RiPpVAKdwcTawgxT1y7Rue8g9W1dJKIRFCoVYZ+XubFhaltaae0dRCKVUCwVSUQjzIxcpSQq0b3/EPbqOkqlIhKpmMkrF5i4fIEDJ05R395FKpFApVLjXFth8vJFGrv6aOzqRSqTIxZLCHvdTF+9hNqgp2v/Icy2MjKpJLl0htnhq3id2wwdO0FlbSMBtxu1Vsfa0gJXX/4X+o88SMfgfnK5HDKFglg4wMzwFey1tTR1dKNSq8lnMrvNyGYmSaeS9Bw8itlWhte5jc5oZGNxno3FBboPHKapswfvzjZiiZSw34d7cwOLvRK1Tk/A66a6oZmNpXl0BgOZdJp8Po+9pg6nYwWrvZygz4PebEMsEtFXbuRgR8uer02pVOIv//Iv+eVf/mV+5Vd+hW984xvvy+D/xRdfZGRk5JY/uj+a8Hdj5eqdkgAdDgdGo1EoASoQfITdy4WAn7QI8cILL2Ayme7rQf5PYjAYbukKLEwABIL73F4H/36/n6tXryKTyTh06BB6vf4dP/PG+4vF4j077x81vrTKSlZKfWcPM8OXcW1tIBaJEUvlaHQGDp96HP+Ok6mrl1Dr9Ki0OhLxKJ1DB5FIZUxevUg2nUYqVyCWSqhrbaO8po7JKxdwba5TLJUAEWVV1Tz800+wsbzE9LXL5DJp5CoVYqmU/Y88SjoRZ+LS67uJwHIFiCU09/ZjspYxefUCAbcTKKHSaqlsaKS9f5CV6QmWpyeQSMUoNVooFXn4008RDvi59soPKObyGMwmspksPQePIJXKmBsbIeD1IJPLkEgl2CurqWlsZmF8hO3VFRQKFWqtDsTQc+goXucWY2+8ilqro7y6lmwmTaGYRy6XEwsHKSuvZHVmkobOHnK5AiJALlcQ9LiobW3H43RiKa8iHY9yoL6c7ub6PV+bYrHIH/7hH/Lss8/ypS99if/5P//nu2rwdafGxsb4+te/ftvt9h9NqPv85z8P/PgJwFNPPXVvTlIgENxKJLk7jztwrxYC9rIIce7cOcLh8I/NL7jfdyCj0SgTExNveQgTAIHgPvajyb5w+86+AJubm4yOjmK1Wjlw4ABKpfLHfu77uQPw2sQsc/4E8UiY2eHL2CqqaO0ZQGswkYpHKOZyzI0NE/R56D9yDKu9AtfmOjq9CY9zi4WJEToHD9DaO0Ak4IcSRAIBFqfGqGlupWNwP5RKJONxMuk08xMjFIs5Bo4+SG1LO37XDnK5guWpMWavD9Nz6AGauvvwe1yUCgU8WxssjI7Q1NlH28B+RGIxqXicWNDP4sQoSq2OnoNHMJhtuDbWkEllLE6N4Vx3cODEozR0drO+tIhcIce1sc7i1AQN7Z107z9MKpEgm8mQTMRZnBzHaLXTNjCE1mDA73EhlSvZWJon4HEx+OAJappaGL3wKpX1TcikMpLxOCarDa9zm8auHryb6+TzGUQSMal0BrPVxsbiPOU1NWTjEY7WmOnvbNvztclmszzzzDP8+Z//OX/1V3/FH/zBH9xMFL+XHA4HZ8+eve3g/8bxGwYHB2lsbLzta2/UBn/uuefuzYkKBIJb3Y0uwHdYBvReLATsdRFicHCQ0dHR2/YuufEbdLtj94NIJML+/fsxmUwMDQ295SHkAAgE96kbyb43mnu9U7Lv4uIiGxsbNDU10dzcvKf4/vdjAlAsFvk/P3yNrFyDqcyOf2eH9sH9ZFMpZkauIRIVMdsrkEnlWGQyDGYLS1PjFPJ51DoderMF1+Y6+x48SdDrYWtlCYu9HJPNjntrg/a+IeKRCNde+QEavZHymjqK+Tw6gwmFSsXMyBVKJTBZrBjMVkolaOjoxru9yZZjGbXOQEVHNztrq/QceYCw38fqzG5Sb3ldPclYnPrySoq5HJOXL5DNZalubEar16OMRDCYLbuDd/cORls59uo6nI5l+g4dJR6JMHX1EnqTmYa2ToI+D83dvWRSSeYnrpOMx2lo7UAkFiERi9EZTWwszRPyB2ho68S3s00mk8ZkK8PndmGvrcMxN01ZTR2pZIJ8Lo9arSbk99F18CgzF17lFz/24I/d9Xm7WCzGz//8z3PlyhW+9a1v8clPfvJ9yQ0Jh8M3G/EMDQ3dctzhcNzyx/TcuXM88sgjnD59+i31uU+fPs25c+fu+9U3gUDw3vzoQsDbfx/eaSEgHA5z/vz52ybn3skixOnTpzl79uxtewOcPXsWo9HImTNn7vi/6f3w9NNPUyqVePrpp2/5vRUmAALBfWgvyb65XI7JyUmCwSB9fX1UVFTs+fPv9QQgmUzyd+cv0TBwAIDZa5cxl1fgc24R8Lpp79+HSqtjY2mBLEkQSVienMBcUUF1QxMhn5edjTW0egOOmWlyhSyDD56gVCoxPzaCwWIl4HGzsbjAwLHjqDValqcnUbyZxOt2bmKvqcNWXonHuYVzfRWFUsXawhwKpYoDJx4ln88zPzqMuczOxsIcwYCfwQeOo1CqWJoaR6lSk4pH8bldNHf1YS6z495cx+d0IhGLWfd5UeuNDB0/SSadZnHiOhqtnp11B4lojIEjDyJXKpkevoLeaMK3s008HKG+vQO9ycz22iqZdBqZTIp7a5NSqYTJaiUU8FHf0kY2nSLk89HS3cfklQt07TvIxvIiomIBub2CeDRMVUMTwfVlTn/mMWQy2Z6vj8fj4XOf+xybm5u89NJLHDly5J7cB7fz5JNP/sSmPm8f0N9YgTtz5szNLX6Hw8GZM2fuy8obAsFH2W4VoLuTBHwn7nQh4Omnn+bFF1/kzJkzbynheaeLEI2NjTQ1NfH888+/5XNeeOEFzp8/f0tvgPvNjeZmbydMAASC+8heO/smk0lGR0fJ5/McOHDgjn98boR53IsJgC8Y5LXlHcpbu9hYmiPs92OxV1BeW8/W6hLt/fuIRcIsTIyiVmuo7+jG7dyivrOLbDrFwsQouUyGqoYmxBIJOb2OSlsZa/MzxKJRyioqKauuZX5ihL7DDxANBZkfHcZgtlDZ2MT26jLVDU2k4nHmrl8jl8vS1NVDPpdHJBbv9gSYGCWdTFBV14DZXkEum6W7sZmQ18PGyhIarY6mrl7W5mdp6e4jlUgwffUSIrGI5u5+EvEoGqMJKLE0NU48HKa+vROt0cTWyhI1zc14nFu4tzaw2Mupa23HubaKqbmMdCrF4tTLKFVqOgb3k04m2FpZoq1/iIkrFymrqCQRj5GIxiirrsa1uY69shrX+ioGo4V0KkYyEcdkLaMU9vHZUw/e0fVZXV3l05/+NMVikYsXL9Le3n7X74Ef591W2WhsbLxvm+0IBP+W3AzjeY+fcafudCHg1KlTnD9//paV+3ezCPHMM89w/vx5Tp8+TTAYJBwO09jYyNra2n09+N+/f/87HhOVPuhuQAKBANh7Z99gMMj4+DhKpZLBwUFUKtUdf1coFOLatWscP378Xb3/nSxtbHHFsYNEoSLgdWMwGqlt6SAVj7O+OIfOaCSXzZJOJWnq6kOuUDA7cgWlWoNYIiEWCVPX0o7BbGFzZfHNXgWQSsRRabTUt7YT8vvYWFrAYLFSyOXIZDK09vQhlcmYHb2GVm9AKpMTDQWpbmhCbzLjmJ2hRAmpTEoun0Ot0VJZ10jY72VnfQ2t0UQ+n4NSibqWdhCJGH39Zcqqa0jGYhQKBRrbu9Do9azMTCIWiUEEhXwBo9WGrbKKgMfFzsYaSpUakViMWCyhrrWdUrHI3PWraI2m3QlXCew1dWh0OlbnponHotjKK4mFQ6i1erLpJLbKakJ+L9FQkO79h5m49AZNXT2EfF6S8SiNHd2EFif5mcfvLO50bGyMz372s1RWVvK9732Pqqqqu3btBQLBR9vs7Czd3d1cuPB/aG9/b2F3CwsOjh37OWZmZvZUBlTw7vze7/0eX/7yl297TEgCFgjuA3tN9t3e3mZkZASTycTBgwff9eD9XuwAvHJlhPNTy5Q3tCCVSrGVV6HS6FiaHGV+bJjKxmbKqmqhWKKyvhHP9ibDL/8L5rJymrp6kcoVVDc0kc1kGL/8BuGAn5qmVlQaDbaKKpRqNfNj15kbHaalp5/y6loQlaisq2NnY42xi69hK6+kvrWDbCaNrbKKdCrF2MXXyRcLNHZ2o1Cp0Wh34+SXpiZYnpmiubsPW0UVhXwOndHMxtI8F77/XZo6e6hv7UCrN1BeXUs0FODay/9COvH/Z+++w+S660P/v6f3PrO99161KpZky7aMQwwBGxt8CUlIwQ4pF3J/BCeXPEkgIWAuN+EGkic4uTchNwkBTC7NGOMmW321vbeZ3dmd2Znd6b3P/P5YS8FYNhKSJRuf1/PMY++cOWV1zu5+v+d8SoKm7l60BhN6i5VcNsPChbOsLczRObSfqoZmlEoVGp2OzZVFxl94mvr2Lpo6e5DJ5ehNJoI728ydP43eaEanNxL2++gYGCa440EsFlMqlYgGg1Q1NLO5tozJZiPi20Uul6PR6tCnQ1c1+C+VSjz99NO8/e1vp6enhxMnTgiDf4FA8FPZewIgucaXMPy8ER5++GE+//nPX3aZEAIkENxkV5LsWyqVWFlZYX19ncbGRtra2q4pYfN65wD88MIUWXMV7bU6Zs+fxmDeuztfBKyV1bT1D7O9uc7O5joKhYKwP0A2nWTkjrvJpFNMnzuF0WQm5NulSImOgeFLsfhikQiZXE4ykcRaUUHn0D5c63bSiQQSqZRoKEg6mWToyDFSyQTTZ09iLq8kHolQyOdp7x9EqVKzMHEBhVKFQqmkWCxiKiunrW8A5+oSyUQClUpFKpUkl8tz2z3vJhYOM3XmJAaLlVQyDiIRvQePIJXKmB8fRSIRUywU0BgMWCpr6KyuYWNpgUwqgUyhRCKTIVOo2H/n24mFQ0yfPYnOYCQrFu9NRAxGVBotLscqVXUNLE2OYbRaQSQin8uhN1vYXF1m6MhtTJx6gZqmZkSUaNXL2dfVdsXnplQq8dWvfpUPf/jD3HffffzzP/8zCoXiupx3gUDw1nM9OwELXl+RSASDwcDdd9/N0NAQzc3Nl5qlCRMAgeAm+tFkX5FIdNkSjPl8npmZGXw+H729vdflzu31mgAUi0W+c26StFRNzudj8tSLVNTWU9/Wgcu+ilQuI5tKMT96lkIhT9+ho0SCAcL+XfRmC46FGfweDwOHb0OmULCxvIDRYGLXtcmOe4ua5laq6hrZWFlEbzKRy+WYPX+GEiX6DhwmHAwQj4TRG01sri3jXncwcvtdSCQS1uamMdnK8Xs9BP27VNc2UFZTi8u+ikQioZTPM3v2NAqdls6BYXY9bkK+XdRaLRsri3g2Njhw/G5EIhFLk2OYbGV4NzeIBPzUt3difqkaUT6XI5tJM/bCMyiUavoOHiYSChIJ+JGIxdhnp/Hveth/x962NpYXSCTiSMUS4uEQRpuN3W0XPQcOMz92HoVSgbK8iq21Fepa23GuLmGyWCnmcvRZ1HS2NF7x+SmVSnzhC1/gj/7oj/iv//W/8pd/+ZdIJNeWvCcQCASCN4ehoSFEItGlp8A/SpgACAQ3wZUm+6ZSKSYmJkin0+zfvx+TyXRd9n89JgDJZJKvv3gBsdaAtFgin8sycvtdFAp5Jk+/gFZnIB/Zu5Nd1diE3mRheWqCYj6LxmhGhAiVVs+B4/14N534vC70RjMikYhcLsfALbeRTac5/8wP0JutqDRqZHIFDR1dKJQq1uamSCaSaPV6dAYzxWKRQ3e9He+mk6B/F6VShVgiJpWI0z20n2wmzfSZk+jNFuRKBdlshurmFjR6PfNjo2QzKfQmMxqDkXg4yMG7fg7v1gZBrxeNwYBGbyAZi9E9cohUPMbEyefRm61o9DpEYgktPQMo1WqWpyfJphKIpVJqmlsQy6Q0dvey43KyubrM8G3HmT17Eq3RhKm8HNfZU9S1tuNaW0YiFqHVm4hHwxgsZrYddnoOHGJ18gJ3dzdSWWa94vNTKBT47//9v/OlL32Jz372s3z84x+/IWU+BQLBz7YSIkpc2++Sa11fcGWampq4//77ueuuu16xTJgACAQ32JUm+4bDYSYmJpDL5Rw6dAi1Wn3djuFaJwBrjnWenl+jfegg6WQSx+IcJquNLfsKPq+HwUNHUahUbK6tQKlEIhphcWKc6sZm6tuG9urcp9OIxSIWxs5TyOXoPXSEbDqNy2FHZzDiXFlka22FW+5+B0q1mo3lRcRSCQGPm6Bvl8r6Jlp6BgjseImGg6jUWhbGR8lm0gwevo1sNsvW2gpavRGfx41zdYnhw8dQqNWszc+i1mqJhoKszc9S19JKRW09/h0v4d0d1DodS9NjiMUSeg7cQj6fZ3V2Co1Oh9/rxrvlpGfkEHKlkpWZKVRqNYlwmEQsQnVDM5aKSoK7O/g9HuRyBQtj51BqtFQ3NLPr3kKhUiOVyvBubmCrqsHn9dDWP4RjfoZYOEhdWzvbG3Ya2rsIupy87+gwhquo8Z/JZHjooYf49re/zVe+8hV+6Zd+SRj8CwSC66JUElEsXeME4BrXF1wZo9H4qknAwgRAILiBLib7FgoF4NWTfbe3t5mbm8NsNtPf339VNd6vxLVMAJY3tpgJZWno6mdpcoxCoYhSo8ZgsZFMJNh/7Di77i22nesYLTYMFivRUJD+W45QLBSYPP0CKpUauVqNTmegvK4ejU6PfW6aVCKORm9AZzARDvi57Z334fduszS5gd5oQKuvIJfJ0DG4j1wmw+y500hkUszlVUhlMmyV1WgNBjZWlvBtu7FWVr0U9rPGyG17DcV8c9PI5HIMZitba8t0DAyTz2WZOXcGhUqJ0WpDJpOhM5gx28rZXFshsOPBVlVDeU0dG4vzdO87SGDHi8/jRqlWYauqYdfjprG6lmw6xdTpF5Gr1JRV16DR6YhFw7T29DN77jRN3X34t93EIyE6hvYzefIENc3NBL1uivkceouN4M4O5bUNpPw7vOfw0FXF7EciEf7Lf/kvjI+P853vfIe7775bGPwLBALBW9CrNToDYQIgENwwV5rsu7a2ht1up76+nvb29svmBVyrn3YCMLqwwnIwQakEWw47FTW1VNQ1EA74ca+vIVco2FhZJBoKMnDLXn36mXOnMZeVs+PaJBYJ0943iFqnx+VYI5mIQQlWZ6aoaWqhuacfv3ebjZUl1Fot9tkpUqkkvQcPI5FIWJwcR280srvlJBT009Y7hEavZ8u+SiISolgq4dl0Yq2sYOTYncSjEezzM+iNZpwrS8QiQfoOHEEilTJz7hRKlYbQrpdw0EdDRw8Gkxnn6hIZkZhiscimfRWtwcDg4dtIxKIsTY1hLa9kZ2uLWCRA1/B+pDIZcxfOotLqiIYCRCNhmrt70RlNbG9usL40T1NnN/a5KQxWG6lEDJFEhMlazubyAraqaiLBIHUtbQR2d4mFQ7T09LM1Pcqv3HP8qs6/x+Ph3nvvZWdnh2effZb9+/df1fkVCASCn2QvBOhak4CFmxI3QmPjf+aMRaNRHA4HAwMDgDABEAhuiIvx/hcH/5cb1BUKBWZnZ9nZ2aGrq4u6urrX7Xh+mgnAN545Qbgoo6apFa97k6auHvKZDAvjo+QyGWpb2xBLpESDAZq7+tiyrxD2+7BUVFLd0IR9fpqW7n5CAR9LU+NoDUYa2joJBfy0DwxRKpWYOv0iyUSchvZODEYTkUiYaqMZt30Fv3ebsuo6qhub2VhZoq13iFg4yNrsFBKZjLaBYUK7O9gqq8nnciyMnSeTSdPQ3oVcoaRUKlJeU8uuZ5uliQs0d/VS19rG5uoSjZ29JGNRXOur5DNZukcO4fdsozMYQQSLk2PkczlqW9pQqzW41u3UNLYS8Hpwri1T09hMVUMT64sLVFTXEgkFca6tYCkrp7K2Hu+mk+59B5gfPYPeZEYuV7Lr3mLwyDHGX3yeyto6UvE4xUIBS1k52zOj1ChFnDt3DqvVitVqxWg0vuZkYHl5mXvvvRepVMqpU6dobW291stEIBAIXqGIiOI1DuCvdX3BlZuamuJDH/oQExMTAJciEIQJgEDwOrrSZN90Os3k5CSJRIJ9+/ZhsVhe1+O6mglAsVjkayfOYm7uxSKXM3PmRYxlFQS9bpLJBLXNreiMZrbWlkknk2gMBtzrdvRmE/2HjpJMxFkYH0WjNxD0eUlGY5fi56fPnUZvNBIPF0klE9S1tmEuq2B7Yx3XxjoyuQyf24XRYmHo1jvJpNPMjZ3DaDSx63KSTqdpGxhCqdawMj2BUqkkFYuQy+Uor63HUl7B9uY6fo8bqVSG27mOWCTi2C/cRzaTYer0C5hsZfg9bnKZDI3t3ajUmr3yo2IxcqWKXC6H0WKlsq4Bz5YTn9uFVq8jFAiQz6bZd9ud5LNZJk+/iK2yilgkjEQiQSqToTfvJT43tnewPj+LVK5ALJGQjMeoqK3HsTCH2WYjHg2j1hvQ6PTUqiQc/PnjhEIh/H4/Pp8Pp9OJVCrFYrFcmhDI5fJL52h0dJT777+fhoYGvvvd71JZWfm6XTsCgUAgeHNYX19naGiI+++/n4ceeuhllYCECYBA8Dq50mTfaDTK+Pg4EomEQ4cOodFoXvdju9IJQDwe5/vTq8jNFXg2HC+V5myjsq4e5/IiFTX1JKJR7AtzqDRaWnsHCHg9aA0GpFI5jsU5/DteevYdRCqX41xZxFpZhc/jZte9RVltA9X1DSxOjmGtqCQZj+NcexGlSkV7/zDRYACZXIlSrWJ5agLf9iYDh29HrdOxsbSAubyCna1NAt5tKhqaqG5oYnvDjtZoJptKMj96lhIlul6K2S8E/ai1Otbmpgl4PfTfcisqjYaNlUXMZRVEgwFmzp6iuqmV2qZmvO4tlKUShXye5ekJYpEww0dvJxmLsrvtxmCx4VxZxO/10D18ALVOh8uxRijgw1JeQcDroaymBveGg7b+YbbsK6TjcbQGA36Pm75DRxl/4Vls1TWIxWIa1CJu6W0HwGKxYLFYaG9vJ5FIEAgE8Pl8LCwsUCqV0Ov1BINB1tbW+OQnP8mRI0d4/PHH0V9FsrBAIBBcrVJJTLF0jSFA17i+4Mr8wR/8AU8//TR33nknsFdc5CJhAiAQvA5+NNn3tQb/Ozs7zMzMYDAYGBgYeNld3dfTxWMpFouv+hn3zi5PTa8g1+goRMPkczn2HTtOKhFndvQMarWGaCiESCKmtWcAlVbLwth5tAbDXoxosYhaq2d/Zw/udQch/y5mWxnZbI50KkXfoaNk0inOP/cUJouNbDqNRCqlpbsftVbL3Og5lCoVUrkMmVyOuayM9oEhdre3WFuYQa3RkorHyedz9N1yK/lshtnRs2i0WtKpFDKZnNq2DjQ6PUsTY+RyWTQ6HRKJFI3eQGvvAH6Pm5XZSXQGI8VSkWQiwdCRYxQKeSZOnUBnMCJTKJHKZJRV1dDS3cfG8hK5XAapVIpUKqFQKLDvtjsJ+XZZmBilZ+QQYb+P4M4Orb0DzJw7RWNnNyGvm3QsQkV1HVuOVSpq63AszGK0liEplWjXiGjvGrnsudBoNGg0Gurq6sjn8wSDQXw+H48++ihPPfUUSqWS3/3d3xUG/wKB4HUnlAF982hsbLw0+AdeNg4RJgACwXX248m+lxv8l0olHA4Hq6ur1NTU0NXV9bok+76an/QE4NzkLLO+GM3d/YT8PiJ+H2qdDsf8DD6Pm5GXmlo5FqbRqc0Edj3453aoqmugoqYOl2MViVSGSCxm9sJZFAolPSMHSUQjeF1baLQ63OsOVmcmuO2d9yGVybDPzyBTyAn5dnAszlJWVUNlXQPeLSfZTAqxWMLchfNIxCIGDh0lm06zsbyIwWpja22ZjZUlbnnbPSjVajbXVpAplIR3vCxcOE9NYzM1La0Edr2k4glEohKLkxdIJxIMHjlGPp/HubyARqfHvb6G17VF78HDaHV63Ot2SqUSyUQcx9I81opK2joG9pp9+X0oVGrWlxaIhoJU1NYTCQVAJMJWVcOWfZWqhkZ2XVvUtbSRSqWJhYMYrTYCHg89Bw+zNHaWn+sZoKrcdkXnTiqVYrVa+ad/+ieeeuopPvjBD9Lc3ExXV9d1uz4EAoFA8OZntb567xhhAiAQXEdXkuxbLBaZm5tje3ubjo4O6uvrb3iZxtfa3/n5ZXbkemqay5k9dwqlVo9EIkGu1oBIRFN3H96tTbadDkwWKyqdjnDAT8/QflKpBAvj55HKFOhMJvK5DFV1DWgNRpYm9+rqK7Ua5CoVsWiE29/9AL5tN671NazllWgNRna2tmjtHSCXyTBz/jQymQxzeRUSiYQypRKD2cLy9ATZdBqNXo/BbCGdjHPbO+8j5N9l7vxZNAYdqopq0pksXSMHKBWLzI2eRSKVYLSWoVSqkCvV6E0mNleXCQd20RlMWCqr95p13XoHId8u9tkpFGoNlXUNJOMxWrr7kEilrMxOkYhGqaitw2Qrw7PlxGSzkUmn0Jv38jc8Tge9Bw4zcfoF6ppaSadSxCIhKmrrcK6t0tjRSdDt5Bf29V7x4B/2OkP//u//Pn//93/PX/7lX/LRj35UKPMpEAhumCLXnsT76s+eBdfT2tray77+0Zt+wgRAILgOrjTZN5vNMjExQSwWY3h4GJvtygd+19OrhQD98MIMO5kC+XwM/7aLpu4+TFYb3q1NYkEfUomUlclxxFIJw0dvJ5tOs74wi9ZkxrPlxLNhZ+jo7ciVKtaXF1AoVcSjUbYca1TU1FFRW49ncwOfewulRsvK9ARFYOjIMUqlEosToxgsNkK+XTybG3TvO4BKrcG5snTpGH3ebUwWG1X1jcQiIZzLi2j0etaX58mm0gzeegyJRMLc6FmUWh27W5v4vW66R25BZzSy7VwnFglTKhTYdW2h1evpO7j3RGFlahyVVsvW2jLxcIjOfQeRKxSszc2gUKkIeN0kYjFqmtto6x0gGgoyffYU+2+/i5Pf/w61za0U83kKhTzVjS3YF2awVlQRDQWwVlSh1erwez1U1NaS8nl4720HUCqVV3zeUqkUv/7rv86TTz7Jv/7rv/Lggw8Kg3+BQHBDlUria47hF3IAbozjx48zMjLC448//oqbjcIEQCC4Rlea7BuLxS6V4Tp48CA6ne5GH+olPx4CVCgU+Ocnn6Oo0lPb0sbG0jxdIweJh0PMXTgHlKhtaSefyyFTKFDrjKxMjxOPhKlqasVcVoF3c52BI8eI66D0kAAAzEhJREFUhsNs2UdRaTTUNrfhsq/Q0tVHKhln/OQJxCIRDR1dUCohkUgwWWxsLC8QDYcoe6nZln1hhs7BEWLhEAsTF9DpTTR0dLLr2qSqtp58vsDS5BjJRILmzm5kCiXeLSd1LXtlPbcca9S3dlDf2s6WY5XukUOkEjGWpseRSaS0D40Qj4TRms2IgLWZCcLBAE1dvWiNZjxOB009/ey6NtlxbWIuq6C2uRX3uh1LRTWpeIzZ8yuYbeVYKyrZXF2mrqUVRCLyhQJyhQKXfZWBw7cye+40prJyRGIRyXiUtpZ2HBdO8hv33nNVYV+hUIgHH3yQmZkZnnjiCY4fP379LwyBQCAQ/My4//77efrpp2lqaqKpqQmACxcuEA6HEZV+mlagAoEAuPJkX5/Px9TUFHq9nsHBwRuW7PtafvCDH9DX10epJOLE6hYVLR0Ui0Vmz57CWllFIZfdq8nf0Y1Ko2VtbgapRIxYIiGVTKMzGqhqaCLs9+HzbKNUq0kmYhRzedr6hxBLJCxOjKHWaChRIujbpbmrF6PFinN1iRJAsUQ+m0Mil9LY3kUiFmVjaRFzWRmpRJxcrkBDWztypZKFsfOodTpkciXxWJjyqlpMtjLcTgfxSBiFQkU+n6NYKNDaO0A+l2Pm/GkstnKKpSKIRFRU16J6qQoQiCgW8uTzBcw2K5X1TQR2PPg82ygUCkQiMdlshuauXgCWJsfQ6LQUi0WUag2JeJL6llaWZ6foHTnIuWeexGixUdvSxvLUBPVtHYT9u5RKJWRyOWqtjmwmg0Va4u6Rvqs6Vy6Xi/vuu49AIMATTzzB0NDQdb8eBAKB4LXMz8/T09PD91/4Hq0d19ZnZHVplZ+/7R3Mzc3R3d19nY5Q8Goef/xxPvShDxGJRC69J0wABIKf0pV29nU6nSwtLVFVVUVPT88NTfZ9LU899RTWikqWYkUUWg2hnV12PG5ae/qxlFfgsq+gM5rIpFK4NuyYbWU0dfbidqwhV6kpZDMEdjxks1m6999CLp0k5POj1uuJBf3suLdo7urHUlHB8swkJouNQj6Pb9uNRC6je3g/O64tAEqlIol4lLDPT+/+Q4ilUuzzs1grK4lHIoR2vVTWN1JeU8fm2ipyhRyRWIJ3cwO5SknnwD523S4ioQAanY50OkXIu0PXvgOoNBqWpycw2cpIRCOEAwFsVTXUNDbh23Zfqj7k3dogk0qz7/bjZNNpdj0uVGoN6XgM7+YGHfsOoDea8Xm28XvdmK1lpJMJpDIZ2XSaXCGPWq1FJBaTTiWJR6L0HjjE8tQ4Ko2W8poacu413nnr4as6TwsLC9x3330olUp+8IMfXLqLIxAIBDfSxQnAEy88cV0mAPfcdo8wAbjBIpEIDoeDwcFBIQRIIPhpXGmy78LCAi6Xi7a2NhobG99Q8dr+RIpNbxSpTE4xAVqjieaePoK7XuYunEWr0xPc9SIWS+k7cASAmbMn0eh05PN5EEFVYwtGq431pXkKuQJyhZxMKkGxWGLk9rcRC4c4/9zTmG020qkk+VyO1r5+ZHIFixPjiCViZAoZSqUarc5Ic2cvLsca8WgEuVJBsVAkEYvQe+AwmXSK6TMnMdr2SoYiElHX2obeaGZ+7Dy5XBa90YRUrkSWLzB82x34PNuszE6hNxiQiCUU8nm6hkcoFApMnDqBVm9ArlShUKmobm7FbCvH5VgjGvAjUyjQaHUUSrDvjruJh4NcOPEMXUMjlAoF/LteOgdHmD79Ar2HjrIwfo5sKklr7yDz4xeoaWzC41xHLJWiUKkoy8cZusrB/9mzZ3nggQdobW3le9/73k3LGREIBALBm5/BYGBwcBAQcgAEgqtyNcm+U1NTRCIRBgcHKS8vvwlH++q+89wLiKpbaa6pw7O5QT6XI1/KMnP+LGKJiL4Dh8mm0zjXltDp9HicDuwLs+y/8+fQ6vRsra0gUypJxKJsrS6jt9ho6ush7PcRi0RQ6/TMj54l6Nvh6D3vplQqsb60gM5gZGfLye62m9beAUy2MnbcLrLpFBKplLnxc4iKIrpHDpBKJNh1b2IwW/FsOdlaW2X41tv3knLnZ9HqDUSDQVZnpqhuaqW6oRG/10MkGECr17M2P0MiFqH/4FGKxSJLU+No9Ab8Xg9e9yYdA8NotDqcq8skE3HyuSxe1xZGk5neg4dJxqK4nQ60OgOO+RkS8RjltXVk0ylEEgnlVTU45qcpq6rB595EKpZisJXh83gwWSz4tl209g6SiIQYtGlob6y/4vNTKpV44okn+OAHP8ixY8f4+te/jlarfR2vCIFAILgyxZLomhuBFUtvnJthb1XCBEAguEJXmuwbj8eZmJigWCxy4MCBN1xzpidHZ5DWtqPJ5Rh/8Vl0BjMGqw2pREJlXR0Gk4Wl6QnymQwavR6d2UI6leS2d76HSDDAhYlRdHojJqWSfDZLU3cfiEQsTFxABOgNJkQiEXqLlY6hEVz2FYI+HwaTCaPFSjwSYuCWW4lHI8ycO41SpcJcXkk+n6eyuh6VVot9cZ5oyI/FVoG1vBL3up39tx/Hv+Nh172FUqVGZzQR9u/QMThCoZBj5txpFCoVJqsNmUKJupCnuqGJLccavu0tbJU1VDU04Vico3f4IIFdL465GaRyObUtrcQiYUzWMsQSCbMXzlIqFrFV1WAtrySXy5LJZsinMxS1IJPJ2FpdZuDIMebHztPQ1knY7yPi89I+uJ+JUydoaO8iEQlxR2cjzfW1V3x+SqUS//iP/8hHPvIRfumXfom///u/RyaTvX4XhEAgEFyFIqLrUAZUmADcaNFo9GVfCxMAgeAKXGmyr9/vZ2pqCo1Gw+Dg4FWVeHy95XI5vvrsGaRGKynnOoHdvRh5tUbL+tI8YokYELG77cJosVHd0EQ0HGRjeQGt3oBjcZ5cJs3QkduRSCSszEyh1GjYdTvZ3XbRPXwQncnMxvISyWAAqVTKysw4KpWG/kNHyOfz2Bdm0BtMuNfXiAQDdAzuQ6nWsL40T7FQpFgqkdxYo6K2gebObiLBAOtLCxgtFhyL8yTiEXr3H0YikTB99iQqjY7QrpdoJER9WzsGs5WttRVSySQKuYKNlUU0OgNDR24nm8kwe+4M5bW17GxvEQuGaB8YRq5UsjQ9jlQqo5gvkIhHqaitx1ZRRSQYYOzFZzl0/O2cevI7qOobkCuVJONx6ts7cSzMoFapSCfj5PJ5zFYbrnU7lXX1ZMJBjvW3YDWbr/gcFYtFPvvZz/LpT3+aP/zDP+TP//zP3zA5IwKBQCB483nf+97H448//or3hSRggeAnKBaL+Hw+QqHQpTq6lxv8b25usri4SHl5Ob29vUgkkptwtJcXDIf5+vPnMFTVY6uqYm1mkpqWNoK7O/i922j1Bho7e9jecKDRG8hl0gR2dsjns9S3dSKTSvG6XZRVVuHzbOPzblNd10B1UwtbjlWMZiupZJLV2UkUKhXdI7cQD4cu5UcEdjzEwyEa2rswWG1srCxRVlVNLBhge3MdvdFCc08fHuc6WoOBTCqNb3uLfDZHS98glIqEg0G0Oh2pRIKFiQt0DO6jqr4B5/IiRquNZCJOyL9DPpenZ+QQwd0dstk0CoUKv9dDKh6juacXjc6AfWEGS3kluUyWrbVlymvrXipZuopCrSGXSRMJBlBrdSg1GrLpFCF/AKPZhEyhIJtKEfL76Dt0FPvCLNbySna3t8im0/Tsv4Wlsy/wyz93DLVafcXnKJ/P89GPfpSvfOUr/K//9b/47d/+7TdUzohAIHhru5gE/O0TT9HS0XZN21pbWuFdx+4WkoBfZ+9973t55pln2Ldv3yuqxwlPAASC13Cx0k8wGMTpdNLY2HjZzywvL+N0OmlubqalpeUNNXBbd7mZ2InTtv8wYb+P5ckJdAYdns0NCrkc3fsOIpXJmBs9i0avJxGLkEkkqW5oxGCxsrm2TDqZRKFUEfTtUCqVGLntTrKZDGMvPoe1rAKfx002k6H/0FE0Ov2lMpulUoFCsYjJbKG1d4Cgb4eVuSk0ag2hnR0ymSR9B4/ulQwdH0Wj1xPwehBLJFTWN2EuK2drbZlMOo1EIiGYTZJLZ7n9Xe8hnUoydeYkJlsZQf8uhXyehtZOlBot9vlppHI5IsQUC0XUOh3t/YPsely41x1oDUYyqRTxSIi+Q0ehVGLy9AuYrGUUE3HUWh0ikZiaphZmRs/Sf/AwXuc6SZmEhupulibGqG1tx7u5QalQQCIRk4hEqGpsJrSxwofedfdVTQCTySS/+qu/ytNPP82///u/c//997+hriGBQCC4qIjommP4hRCgGyMcDhMMBi+7THi2LBBcxsV4/2w2S6FQQCKRvKJrLuyF1UxMTLC1tUV/fz+tra1vqIHb3No651wB8iWYPPUCawuztA8OYamsQaZQoDdZ8GxuMP7ic9S2tNHU2UM+m0Ot15NKJZkbP086maStbxCdyQSAUqViY3memXOn6D90lIaOLuLRKDqjiV23i8kzL6IzGmnt7cdkK0dvMIFIwsyZk6zOTtHRN0R5TT25fB61Vo/LvsL4889Q19pGQ3sXcpUalUb3UrOt02TSKVp6+tEazeSz+b0Jxuw002dO0nvgFupb2xGJxGj0BqLhMKMnnkVnNNPY3o1ap0UiEUOpxMrsFFurK3QMDFNWXUs0HMJoLcfjXGfm/Gla+wZpaO9EpdGwZV/GVl2NfWGW6vpGdtybiMRSjNYydlxbmMvK2dncwFpZjUQiIZvNYrSWIYr4uPfQ4FUN/gOBAO985zs5deoUP/jBD3jggQd+qmvorrvuutRo7nIee+wx7rrrLh5//HEcDgcADoeDz33ucwwPD1/1/gQCgUDwxvZaPWOEJwACwY+5XLLv5SYAyWSS8fFx8vk8+/fvx2g03pwDfhVPvHiWnZwIsUSCVFairrUNk62c9YU5spk0SpUKpdFEMh5l6OjtxKNhJk+/gNlWjkQiJZvJUNfchlKpYnHiAohEaPUGFBotlGDfbXey7bDjdjow2crR6A0kY1G6h/eTy2QZO/kceoMJjU6PTC6nsrEJk7UM58oSQd8ucqUCW2UVqUSc4duPEwsGmBk9g1arQ6lSk8mkaOzoRiKTMn/hHJlMBqPFit5kolSC/T19+NxbeF1b6PQGdBUV7Lhd9B+8hXwux/z4KKVSCUtZOQqlCoVKTUNrB5trK8QiYVQqNQaLlYB3m8HDtxEO+FmdmaapswuNzsD2xjpdw/uZv3CO1t4BdjY38bm36Bg+wPzYeaobm4kEfOSyGTRaLaVdN/e/7barOkebm5vce++9xGIxTpw4QX9//1Wt73A4eOaZZ3j00UdxOByveqcH9u4EPfPMMzzzzDMve99oNPLss89e1X4FAsFbVwkRpWu8g3+t6wuunTABEAh+xKsl+4pEopdNAILBIJOTkyiVSg4ePIhKpbqJR/1K//zdH2DrGqJBqWJ9cQ6ZQkkiHMLlWMNaUUVzTx/RcAivcx21Ts/G0gKRYIC+Q0eQSCTMj49iLisjHgmxOjtFS08/BpMZn8dFaMeL1mBgbuI8FErsv+Nt5PN5lqfH0eiN+DzbBDzbdA3tR63R4liaJ5/PUcjn8bq2KKuoYvDwrSRjMbbWV9HqjazNThH07TJy7DhSmYy1+Vk0Oh1+jxuva4vW3n4s5ZUEdrwEfbuIxWLsM5MUS0X6Dh6mVCqxMjOJ3mTGs+EgEgrQ1juERq/HvWEnndoLYVqcmsBstdE9vJ90MolzZQG1Xs/25gaRQADDS085kokEDa3trMxMYq2sIh4Nk0rGaOzoweNcx2Sx7DUna2hErlRhycX5uasc/M/NzXHvvfei1+s5deoUDQ0NV7X+I488gsPh4K677uL48eM89thjP3Gd48ePEwwGCYfDNDU1cdddd/Hxj3/8qvYrEAje2vaqAF1jGVBhAnBDvO997+Mf/uEf+I3f+I1XLBMmAALBS368s++PVvoRi8WUSiVKpRJut5v5+XlsNht9fX1IpW+cH6NMJsN3x+Yp795H0LeLy7GKwWjGUlaBz71FY2c3+WyOxfFRctkMVY3NqNQadt0uOodH2HE52XW70RmNlFfXsb40T0f/MKlk4lKZzZrGZsLBIEajBb3ZjGNpjuCOj5qWFsoqq7HPz9DWP0jIv8vK7BQKuZLWvgH8XjdGi41iqcTM+TNQKlHb1IJKq6NULFLT3IZv241zdQmDyUx5Zzf2+Vk6h0ZIxWPMjZ1FVBLR0NFNNpNGrlChUqvZWl3G53FT3dRKRe3eMTd39xMJ+rHPTyNTKGjrHya446GqvgGJVML60hy72x46BofQGUxsLC+i0WqRyKTkshnUWi0bK8v07D/I2vwMlbX1qLU6fK5Neg4eYfLk81Q3tVIqFBiqtdDf2nJV5+nFF1/kwQcfpLu7m+985ztYLJarPtePPvropf//3Oc+d8XrvNYjYYFAIBD87LjY9OvDH/4ww8PD7Nu379KyN87IRSC4iS43+P9RF79eXl5mY2ODxsZG2tra3lDx/sFwmO+OLSDT6FhfXqBUKjJwy61IpFIWJy6gUqkI+XZJJRJU1NVjspXjdtgJ+3aRKZRs2dcolYr0HzpCoVBgcXIMo8WKz7NNJp2ksbMbncHI3IWzSGUy5C9V11FrtOy7rYd4JMzs+dPYqqr3qu4kEnQN7EOmUDB34RwqjRaFKks+n6eqvhFrRSXbznV2tl2o1Bp8HhdisYT9d7yNUqnE2AvPYquswu1YQyKTUt/Sgc5oYn15ca8JGyXSyRhisZTh2+4kEY8xffYUWr0ev8eNCGjrH0KhUrMyNYFMpaSULyCVy1Br9By4o4dIwM/5557i0PG3c+HEM+iNRqyV1WyurdDU2cPG8iIKhYpSqUQykqSxs52N5UVsNbXkMyl6qww0VNVd8TkqlUp861vf4td//de5++67+bd/+zc0Gs3rd1EIBALBdXftIUAITwBuiEgkwoc+9CEmJiZeMV4RJgCCt7RSqXRp8P9anX0vVst1Op309PRQU1Nzow/1Nc0sLXNyyUnb0F5oSyoRx2CxsrW6hN+7TVN3/15FHccqZmsZmXSKmbOnkcgkdO87eKlkpkgkxuVYZXNlhX3H7kShUrE6O4XlpZr4C+OjlFVX09jejde1RT6XRSqVsTB+gUw6dane/+bqMgazhaBvB+fqMs3dfVjLK3CuLqNUqUjGYyxMuinl8nTvP0giGmF7awOdwcT60hzO1VUO3vk21FodW/ZVZAo50VCQhYlRjCYr7YPDhHZ3SKeSiMRi1mam8HldHDj+8wA4V5bR6vXsbDkJeD3UtLRRVl3LrttFsVigWMizOHEBpVpNeXUt7g0HWpMFrcFI2LeL3mTG5VijuXuvNGkhl0NrNuLbdtF76CjL4+d514E+yq1Xfue+VCrx2GOP8f/9f/8fv/Ebv8Hf/u3fvqGeHgkEAsGV2OsEfI1VgIROwDfEhz70IQAeeuihVxR7EP76CN6yrrSzbyqVYnl5Gdh7nFZWVnajD/U1Ta3YcWSkdOw7yNrsFKUSyBUyCoUSxZKI4WN3kYhGmT79IjqzaS/BN5WkqbsHpUrN0vgoUqUSiUSC3mgmh4jDb38HAa8H+8IMKq0OgLBvl74Dt1ACFiYuoFCpkElllOQlTFYr5bX1OFeWSKeT6PRG1Dot284Nho/eTjIRZ+bcKVQ6PQq1eq/rcG09Gp2elZlJ8vkCKrUKpVJFNBjg9l+4D593m+XpSQxmCxqdnlQuTve+g0gkEpYmL1DIFxCLJVTUN5DPZjlw/OfZ3dpk1+tGo9Oj1mqJhkN0H7iFbDrN/PgF5DIJWqN5b6AfDNDQ3sX8hbPUNLaw694in0rSMTTC9NlTNHf34ve4yaQSKGtqCQV26RwYxre+yvtvG0Gr1V7xOSoWi3zyk5/k85//PH/yJ3/CH//xH9+UBl/BYJDPfe5zBAIBYC8xeHh4mIceeuiGH4tAIHhzKiK+DjkAQhHKGyEcDjM2NnbZZcIEQPCWdKWdfcPhMBMTE5fKOhoMhht9qK/phel5NuN5isUiCxOj1Da1UdvSRtjvIxoOIpGKcCzOEgvt1bsXi8UsjJ3DZCsj5Ntl1+WkpWcAg8WKb9tFKplAIpWxOH6OEiK6hg9QKBSYPX8Gk82Gz+the8NO34HDqLU6XI61vX/HfI7l6QlkMjmdA/tIJRJsrCxhLivDubZEPByhc2gEuULB2vwscrmcdDLO+so8dc3te4203C68W5soVEo2lhcIB/z0v3TMcxfOYbBY8W45ScUSe5V6DAb83m2CO14kUuleZ2Clir4DhykWi6zOTqE3mvCs24mEg7T2DaLW6PB5PThWFqhpaGF9YQajxUZw14tcocBWUYXLsYqtohK/x425vJJSqUQ0FKSsqoa038v7jh1EJpNd8TnK5XL8zu/8Dl/96lf5u7/7Ox566KGbFjr26KOP8o1vfONlFauGh4cZHx/ny1/+8k05JoFAIBC8Pu66665XXSZMwQRvOcVikWx2LxYdeNXBv8fjYXR0FL1ef6lT4eV6Adws//Lkc6z6YtgqqpCIRfTuP4LebGFh7DyOpXnEIglGazkKuYKOoRE8Gw7GX3gGpUZLeW0DqUSMrpFDeyUzL5wl4PVisFiQKRSYK6qpb+1keXKM88/+EFtFJbXNbWRSCfoPHSURjzF34RzRcABbRSUymYzy6hos5RXYF+dYW5jBVlGJyVZOPpunrW+AsN/H+KkTiEQiappbyWVzNLZ3UyqWmD53CufqEpX1DZRVVSOSSGjpGWB7Y53J0y9iMJupbWpBIpHQ2NlFLBJm6syL+LbdVDc2Y7RYqaipo6qphfWlBc4/+xQqtZrK+kZKYgkt3QNEAwFmzp1GLAKVQsX2hp2m7n5i4RBqvR6pRIJ73U5DexfhkB+T1UYpnyMWCmIpr4RIgA/cdfSqBv/xeJz3ve99fPOb3+Txxx+/qYP/+++/n6effvoV5WofffRRHnvsscu2ihcIBIIfV+I/S4H+9C/BjXDxae/lCE8ABG8pPynZF/aeDqytrWG326mvr6e9vZ14PH5p/ZstFovxxOQSFT3DiMViJk4+j6Wskh33FsVikdrWdnQGI+6NdXa2nMgVClZmJtFodAzfdpxCocD82HnMZeVsb9jJpTM0dnSj1ulZX5xHLJVCsYBvexuDxUL74D7i0Qir05PoTCa21+0U8gVae/pQqNQsT08ilcnIF/KkEwkMZgvNnT0EvB6cK4soVSp8nm1SiTgDB48gEouZPX8aS3kVId8OqXSK2qZWzGXluOyrxONRdAYTfq8bmVTGwC1HKeTzTJ89jc5oeKkbcZGWngG0ej3L05OIJRJEIhH5QhGVRsOhu95OIhZl+txp9AYDztUl9EYTat1LPQayWaqbWnDMz6BUqynk8iSTCaqaWnCuLKE3GEnGoshV6r1JUcTLw+9911WdJ5/Px/3334/D4eCHP/whR44ceZ2uiCvT1NR02fePHz8OwGc+8xnuv//+G3Y8pVLpDZVELxAIrkypJKZYurb7x6VrXF9wZR5++GE+//nP87GPfewVy4QJgOAt4UqTfQuFArOzs+zs7NDV1UVd3V6Fl4ufvdkTAF8wyFOzdlQGE87leXxeD629g5isNuzzs1jKyokEg6zOTqE1mmjrHyLk30UqV6BQqlidmcK7tcHgkdtR63TYF2Ypq6klHPCxMj2JuaycutZ2NlYWMZjMSMRiliYukIhHGTxyO8ViEZd9FYPFhs+9hce1RUNrB7bqGrY3HKg0OkSIWJmeJB6LMnTkNlKJBF7XJpaKStxOB7tuN+29/ehMZhYnL2A0WvbKjJ4/g1qrp6N/mEgogH87gUyjxb3hYHNlmZHbjyOTy7EvzqPRagnueFhfXMBgNlPX2obf6yEZj1EqilgYHyWVSDJ45FZEIhGbq8v4dzyYrFaioSAGoxHn0iL9h2/FubJEPpdFZzCzu+Wk9+ARZs6dxlpZjUKpxEaWY32dV3We1tfXefe73002m+XFF1+89ATpjey1ughfD9/97ncJh8Po9Xre9a53CYN/gUAgeJ1FIhEMBgN33303Q0NDNDc3YzabAWECIHgLKJVKFAoFcrnca8b7p9NpJicnSSQS7Nu372W12S8+KbhYDehmWNtyc2LBgUShQlEoIBKJGTl2F9FQgKmzJ9FodXthTaUiHf1DyJUqpk6/gFKtRa5UoNZoMVgstPYN4Nt2sTY/jUZnIBlPkI5H6RweoVgsMnHyeWQKJVq9AaVajbm8gvbBfWytrZCIx1BrNChUSsL+HQZuuZVMKsnc6FnEUilGi4V8IYe1spKmrh7WlxeIRyLo9AZUai3BHS9DR24jEvAz+twP0ZstyJVK0skEdS2tqDRaFicvIJHIkMnlaHQGfF43h972dnyebTZXl7BW1aDW6UmnUjR1dVEqwdz5syARYS2rQKXVUSxB+0A9no11tjZWGbntLna2nCRicSrrmpg7f4rG7j52XE6SsSjl1TW41u1U1TWwubqM1mBAKhFRJ80xNHJ13Xmnp6e59957sdlsPPfcc9TW1r5OV8SVe+yxx3jkkUd49tlnb3gfgFKpxJe+9CVOnjzJk08+SSKR4I//+I/50z/90xt6HAKB4PoQOgG/eQwNDSESiSiVSjz99NMvWyZMAAQ/06402TcajTI+Po5EIuHQoUOvqM1+cQJws54A/PDUOSIqE009A/h3vMSjYRRKFWuzU8QiYQaPHNvrhjs1idZkxLftJuT30djVg8FkwbPlJBoJIZXKmB8bRSaXM3DLreTzeVZnpvbCbxxrOBbmueXt96DR7nXQzWUzewnGF86g1ZvoHNxHOpnEtWFHZzDjsq8Q3N2ld/8h5CoVzpUlZEoF8UiYTfsaFTW1NLZ3kYhG2HVtojUY2LSv4lpb5tBdP49EKmVtYRa1VkskEGDLYaeypg5rZRXB3R18XjcqlYbV2WkKxTzDt96BSCRicWIMjcFANBhgx+2mtacPjV6Pd9NJcGcHsUTM5uoyhVyOxrYudt1bIJFgstrY3lijrLqOnU0n1U2tZDNZouEQRrOZXbeL7v2HcMxMMNxaQ1NN1RWfo1KpxIkTJ3j/+9/PwMAA3/rWtzC91Fn4ZvvGN75BOBwmGAy+6mdeLUToWpRKJb74xS9SVVXF17/+dc6ePcunP/1pPvWpT2E0GvnoRz963fcpEAheX3udgK+xDKgwAbghmpqauP/++y+bDCxMAAQ/s16rs++P2tnZYWZmBoPBwMDAAHK5/BWfuZkTgOen5slaaxFnMky8+BwqrY7KunpKJZDIZFQ3t+JyrOHd2qS8tpaq+kYci3O0Dw4TCQZwriwhkUhpbO8klUohlcnR6g0sT0+SjEcpr63HWllFYNfDkXveSTwUZnHsAlK5nPaBYcI+L1WNLYjEYlZnJknEE9Q2NWOw2oguhegcHsHn3cbvcaMxGKltaWN7w0FjRxf5TIaliQtksxnq27sQi8R4t9YZuOU2fN5tnCtLlFfXUlXXiHN5kYa2dpLRGEtT4+QyaVp6BsjnMqSSCSoq6thaWyGw66WyrpGK2jrsC3M0dnQSj4RZnZ9GoVDS2jdIJp1kbXaG/kNHmB09S1NnNzKJhN2tTXpvOcrUmRepbW4lk0qSiAaprBlgam2Zps5eQl439+zrpuIqa/xfTPJ9xzvewb/8y7+gUqlex6vi6gwNDb1qF+BnnnkG+M9cgOspEAhgMpku5RYcOnSIRx99FJlMxn/7b/+NsrIy3v/+9wv5AAKBQPA6MBqNfPazn73sMmECIPiZdKXJvg6Hg9XVVWpqaujq6nrV2uw3IwegWCzy1adPUtQayfo3yaRTtPUPoTUYcSzNQ7GIRCIlEgqi0esZOXYn2Uxmr2SmyYzP4yYZi9PaO4BKrWFlZgqpTIZELCaVjKEzGmjvHyTk22Xm3Gn0ZjPbG+uIxRL6DtyCTKlkeWYCuVxBNBSiUMxjLauitW+QwI6HtblpJBIJu9suirkMXfsOIpFKWZgYRac3EvS6QSTBVl2DpbySzbUVoqEgaq2GkG+HbCbNyLHjFF9KSlZptfg92xSKJSrr6jGYrThXl8nncojFYmLhCOlUci/sKJ1i+twpTLZygrs7SGUyGju60RtNbKwsEvb7qWttY21uGpPVRiqRIJPJ0NTZg2NxFrPVRjwSRq0zoNEa2PW6qaprIhnY4V0jPej1+is+T6VSib/5m7/hD/7gD/jwhz/MX//1X18qG/tG8fDDD/PlL3/5shOAL3/5yxiNRh599NHrtr+LeTYAOt1eH4lsNotcLqe7u5tHHnmEcDjML//yL2O1Wnnb2972snUEAsEbV6kkuuYk3pLQCOyG+MY3vvGqy4TftoKfKRfj/bPZLIVCAbFYfNlBRbFYZHZ2ltXVVTo6Ouju7n7NwceNzgFIJpP8zTe+i7GxneqGJvK5LLaqWkK7XqbPnaJUKtHU1YvWZEalUiOVylicGmd29Cxdw/upbWkjnUhitpUR9u9y4YVn0Rr0NHV2I5XLUajUFIslZs6fZXHqAv2HjlDb3EY2k0Wj0+F22hl/8TmsFdU0dfZgtNowWsooFgtMnDzB2vwMHQPD1Da3IRKJ0FnK2dlc58LzT9PQ2kF9WwdShRK1VksmmWTshWeIx6L0jBykvLqWEqAzmnCtrXD+xA9p7u6jqWPv2NQaDelEkqkzJ8nn8zR39WAqK6NYKKA1GHDZV5k5d4aekUPUNbeSz2aRK5REAj5W52bQ6g1odDpc9lWaunpJJmKIJWI0egPu9TVauvuJx2IoVBrkMimxSJiq+ibiO1s8eOvIVQ3+C4UCn/jEJ3jkkUf48z//c774xS/elMH/jzb2upympiaam5v53Oc+97L3H3vsMZ555plX9Aa4Ftvb27zrXe/i1ltv5f3vfz8zMzMAyOXySxPogwcP8kd/9Ef09fXxwAMPMDU1hVgsZnFx8bocg0AgeP2UXgoBupaXkANwYzQ2Nr7qMlHpZmY1CgTX0ZUm+2azWSYmJojFYgwMDGCz2X7itovFIj/84Q8ZHBykvLz89Tj8S7w+Py86PFhrGvBtu/BsbmAwmdGbLESCfspr6xGJRNjnZpDJZSg0WrR6I8l4jJqmFjybGwS8Hoy2MvQmM/5tNzVNLRQKeezzsyjUKvQGE9lsBplcSXlNLY6lBdLxGBq9gbLqWrY31mho7yaViLM2O43WbMZgNCN6aUKlN5lxra8SC4eRyWQ0dvbisq/Q1NVLJOBje2MDpUaNyVZGJODDaLah0ulw2dfI57Oo1Foq6xpwr6/S0NFDaNeLZ8uJWqPFVl1DaNeHwWJGIpWzvWEnk85gtloxWsvwed3UNrfh97jZ2d5CpdZSVd9E0LdDIhKmoaOTuQvnaO7sIR6NkkrEqaxrZOrsSTr6B0nEY+SzWdRaHflMBplKhZYc79h/dcm+2WyWD3/4wzz++ON8+ctf5ld/9VdvaBjLY489xje+8Q2CweClCj5Go5F9+/YBXDbk5+JgPxgMEg6HaWpq4tFHH71ug3+3280XvvAFjhw5wpe//GVOnjxJTU0N3/72t2lrawNe/nTgW9/6Fh//+MfJZrO8/e1v5/z585w4ceKqJmECgeDGmJ+fp6enh688e4bG9qurjPbj1pcX+ZU7b2Fubu5NUSXtZ5EwARD8TLjSZN9YLHZpsDQ0NHQpPOFKtv/UU0/R399PZWXldT32H7Xs3GJ0YwepUoXP40IsltI1vJ9isYh9YRa1Sk0R2HFt0Tm4D41ej3vdTrFUopjPkU6nkSsUNLZ3kc1mWZmZwFpeSSqRIBYK0TYwiFKlZnlmEqlEgkQmIxGLYTRbqG5sJpVI4FxbRqVWI5FKCfl8tPcNIlcqWZ2dRiaXk8/nSKeSVNbWYymvJBGL4nKsoTMYiYQCxEMhBo4cQyaXszg59p9hR4kElXX1mMsr98p8erZRqtSkU0kyySTtg/uQSCQsTY0jVygoFYukU0mqGpowWcsI7HgJ7HrRG4zEoxEy6RRdwwcQiUTMjZ7DUlFJoZCnVCqRTaVIJRO09vTj2dxAqdUS9GxTLOTpGjnE8uQYGqMJg9FMfneT+24/fFXnKRaL8Yu/+IucO3eOf//3f+eee+55y8ewh0Ih/vqv/5rf+73fQ6/Xs7GxweOPP84f//Ef84EPfIAvfOELqNVq4OWTgK985Sv86q/+Kv39/Tz55JNUVFTczG9DIBC8iosTgH985vR1mQD86vHDwgTgOolGo4yNjXHHHXe87P3/+I//eNV1hBwAwZvelSb7+nw+pqam0Ol0DA0NXTbZ99WIRCJEItHrmgPwzOlR7JEUta0dxGMRrOVVaPQGHPMzREMBqhpasFZVs7m6RNfwCPFwCPvcFGKZjLb+YQJeL2q9AblczsrcNOmX7nxbyitYmhyjta+faDDI2NwJLDYbjT397Lic6AxGSsDa3AzRcIjmzm5UOj2bq0s0dnSzu+3C79lGozdQ39aBe30NS1kF2UyamfNnKBULtHT3IZMryOfzVDc04/e4WZqdoLK6gdaefjbtq1SXVZBJp1icvEAmmaJr5CD5bBa/dxtbRRU7mxtsOVapbemgqr6BLfsK5vJKUvEY2xvrFHJZeg4cJhWPUiyWMJeVs+PaxOVYo7V3gIDXSyIWpmv4AGMnn6Olu5dIMEAk5Keyrp612Slau/vwbm3shQRptehSAW6/ysH/zs4O73nPe9ja2uLpp5/m0KFDr88F8Sbi8/kIBAIMDAyg1+spFAo0NDTwwQ9+kEgkwqc//WnMZjOf+tSnkMvlLwu3Gx8f521vexvf/va3USgUFAqFN1wOhUAg+E+l0t7rWrfx03A4HJfylYxGIw6Hg4cffvinKmJwtdu6nvu+3oaGhlhfX+fpp59+2STgN37jN4hEIpcNXxYmAII3tStN9nU6nSwtLVFVVUVPT89PlWwoFotftxyAZ8ZnSdtqaW3QsjA2ikavp1QskMlmUOn0NHX3EY+EWRg7i85kYce9RSGTpX1oBLlCycrMJFKpDIVaTTIWQavV0dbTT3DXy+rsFGqNDt+Ol2jAz8htdyBXKPaSaK028vk8+Xweg9VGS08fO+4tNu2rWMrKiYWDpFMJukcOIhaLmTl3CoVaQ7FUQiaRUV3fiKWiEpd9jWgkhFZnIBGLEQ76ufXn3kUhn2fy9AuYrDbcGw6MFgvlVbWYyspxOVZIp9LIpFIymQzJRIyR299GJpVkfuw8Gp2eSMCPVCKhurEJg9nK+vICxXweiViCWqsjGvJiLt+bWBQLeWxVNawvLVBWUUXY58NSUYnZVk5gx7v3X6+Hxq5eUvEYzWoR/a0DV3We1tbWePe7302pVOLkyZN0dHS8LtfDm8mf/umf8jd/8zf8xV/8BS0tLcB/Js1brVZ+8zd/k0gkwuc+9zksFgsf/ehHkclkANjtdnp6evjrv/5rAPL5PFKp8GdJIBC8ksPhYHh4+BX9TIaHh3n44Yd56KGHXrdtXc99vx4GBwcJBoOvKOdsNpt56KGHuOuuuy41ALtICAESvGldjPd/rc6+xWKRhYUFXC4XbW1tNDY2/tShGs8++yytra2XugNfD8VikW+dnSArVZHNZtjZ3KC2tZOy6hp2tpwUi0XyuSzJeIxUIsHA4dv2avdPT2CtrCKfzeJat9PS24fJWs72hgOxVEohnycRjZKIRhk8ciupVIr1hVn0ZguFbIbg7i5NXb0YLBa27KuIxRJkchm7227kcjlt/UOkEgncG3ZUGi1isYj1pUUGDt+KWqNlc20VqVRC7qVjk0pltPYOEA4G2LKvYLLYyKRSBH079B08gkKpxL1uv/Q9ezbXMVlttPYOkohG8Lo2EYsliAC/10X/LXshRJtrK8gVCvKZNAG/j7LKairrG196kjDGwKGjzJ4/TXltPelkkpB/l/6DRxg7+TxVtQ2otFo2Vxfp2X+YM099j7b+YZQKOQ2SDH2d7Vd1rsbHx3nPe95DVVUVTzzxBNXV1dftOniz+t3f/V3Onz+P2+3G6/Xyy7/8y3zxi19Eq9W+LMzHbrfzyU9+kn/7t3/jn//5nzly5Ahf+cpX+NjHPnapXKpw518geGO7GAL0v58+TUPbtd382FhZ4tfvuroQoOHhYY4fP/6KimUTExMMDw9jt9uvuJ/J1W7reu77Rtq3bx9jY2OXXSZUARK86ZRKJfL5PNls9jUH/9lslrGxMTweD4ODgzQ1NV1TnLZYLL6uIUDxeJy/+/YP2YnE0RnNpBJxeg8eRaFSMnfhHCHfDlKpDKVGi8laRs/+W3AuL7AwehalRo3RVk4iFqH/llsRiyTMjp4hEY8jlUqRSCSYbDa69+1nbWGW2dFTKNUaymvqSCVT9B06Qr6QY27sHLlsFqVaTT6fp6Kmnrq2DpamJthYXkCpVGGrqiEejXDgzrtJxqJMnn6BXDaN3mxGLldQXl1HRV0jc+PnWZmZxGSxUVZTR4kSg4dvI7CzzeTpF0glkljKK5ErlbT2DlJZ18jqzDTz46OIJTKqG5ooFHL0HbqNgHeb6XOnySSTWCqqEInENHV0o1JrWJ2bZn1xjvLKapxL8yjVGmQyOZGAn4qavVAfo8lMPpchk0phq6rFtb5GeU0NuUSMEZvmqgb/Fzso/vzP/zy9vb288MILwuCfvbv1Dz74IKOjo3z9619ncHCQJ598kueee+5SHs7Fn5fm5mZ+//d/n1/4hV/gAx/4AEePHkUkEr2sV4Iw+BcI3hyKpevzuhoTExNMTExctqHV0NDQVZUyvtptXc9932jPPvvsqy4TJgCCN5WLg/+fVOknHo9z7tw5kskkBw4cuC6Ve65nDsCq3cH35zbo2H+Yxs7evW64OgMby4vY5+Zo7uqhY2g/qVSSqN9HNp1mbW4GqUxG3y1HqW5owbEwi9ZoZnt9jS37Cm19A7T29BENhcjlcqQSCWYvnEWj0bL/trsor6ljY2kejcHAtnMd58oSbb2DNHV2E9j1UCyViMcirC8vYjCb6RwawWC14liYQ2cw41xZILS7S/e+gzR39eKy28mkUiQTcewLM5RVVLP/2HE0egP2+RmkUhmuDTvRUIiekUO09PSyMjNJKhYjuONld9uNtbKS/bffhd5kwr44h0QiY2lmknDAT8++A7T09rM2N00B8HvcxGNRNBoNcoWSgH+X6pZ2CrksqUQMU5kNj9NOS+8A2UyWQqGE3mTCv+2ivqWdmH+XewZaqSz/yVWfLiqVSnz1q1/l/vvv55577uH73/8+BoPhulwDb3ZSqZTDh/fyJw4cOMBnP/tZJBIJn/3sZ5mdnQVePmnu7e3llltuAeBP/uRP+KM/+qObc+ACgeBN52tf+xrApSpnP66pqYmvf/3rr8u2rue+b7TX+nslTAAEbxqlUolsNksulwN41cG/3+/n3LlzyGQyDh48eN1KCl6vHICldSeTwQwiuYL5C+eYPXeaps4eKusakCuVNHV3Ew74OffMD0jEIjT3DiBTKrFVViFXKFmevMD82Hka27uwVlaTzeaobWkn6PUydeZFpFIptU0t5LMZahpbEIlELE5cYGV6gvrWDspr6simMzR39xEO+Jg68yIKpYqahibEYjHlVdVAiZWZSdaXFmnq6sFsKyOfy2Orriaw42H8xecx2mw0dHSRTiYoq6ohl8uyPD3JxvIC7f1DVNU3ks/mMNnK8G4598JyGptp6OhCrlSi1KhJxuPMjJ5mx+Wkc3AflfWNaDVaLBVVbDvXOfnEt7FVVlHX3IrObCUWDmKtqmXX7aK8shqfa5NcLo/RWobHuUlFbQMu+yoiMSiUCkK+Xcpq6vA7lvnt97wD41U2+PrCF77Ahz70IX77t3+bf/3Xf0WhUFzz+f9ZJJVKOXbsGF/84heZn5/nE5/4BCsrK8B/9tDY3t7mySef5Jvf/Ca/9mu/BtycztoCgeDalEql6/K6Ghc7lr9ayWKz2Uw4HH7VXijXsq3rue83EiHbSvCm8OPJvhdfP25zc5PFxUXKy8vp7e29rmEF1yMEaHR+haktL1KZApVWi7WiivLaOrbXHazNz2A0mSnkC+QyGYaOHANg5uxp5EoFiMBkLcNSUUV7ZTXbGw4ioSBag4FCPkciHqVr+AClUpELJ55BqzeAKIJGq6OssgpLZTUuxxrJWBSVTk8umyUSDNAzcohCIc/c2HkkUimUQCwRYy6rwFJegXNthUwygVyhAJGYSDDAwC1HSadSnH/2hxgtFgr5PAqVGkt5Ba29/ThXl4iHwxhtNnQGE96ok8FDR4nHIkydPYlCqcJSVglSqGloQW8yszo7RTqVQqvXozeZScQiHH77O0lEI0ycOkFTZw8SiQSXY5WKugYCO16qm1tIZzLsujapqK1jd9tFx8A+ErEIiViMhvZOdpemeeD40atK/C4UCvzhH/4hf/M3f8Ojjz7K7//+77/ly3z+JFKplHe84x381V/9FR/+8If58z//c/7iL/6Cmpoa3G43EomE//t//y9VVVUAl57gCQSCN5efJoTnctu4Gg6H4zWXXxycB4PBn9jX5Gq3dT33/XqJRqNXvY4wARC84V1psu/y8jJOp5Pm5mZaWlqu+4DtWicA//bE0xjaemnprcRlX9n7vjIZFifHkUjE9B88vFe7f3oCk7UMl2OVcDBA1/B+lCo1nk0nmXQaiUTC2AvPYrRY6RzcRzadZsuxit5s3QsHctgZuf1OlCoNW/ZVCqUi+UyahQtn0RhMlxJ8PZsb6E0WttfX8LhdDB48glylYsuxupd8nM2yMDGKRqun/VJSsAOjZa+iz9b6GvuO3I5CpcKxOI9ILEYiETM/do6y6joa27tIJRKsL81jtNrwujbxeVx0De5HrlTiWJxHKpVSLBXxujcxWcpo7R0glUiwNj+N3mjGubLXGdZaUYVYLCafL9La183Zp75HbVsH+WyW4K6H/oNHGXvxOeqbW4kEfOTzecrLq8Dv5v1vu+2qzlM6neahhx7iO9/5Dv/8z//MBz7wAWHwf4XkcjkPPvggfr+fT3ziE5hMJvL5PIVCgb/6q796Wcy/8G8qEAjW1tZe8Z7NZqOsrOxl713p3fUr+dzVbut67vv1YjQar/p3qjABELxhXWln31wux/T0NMFg8HVt1PXT5gAUCgW+c24ac8cAkWCAufOn0RnNNHX1Etz1otbrkclkrM1OEY/HqaprwFpZxerMFF3D+wn7dnE5Hej0Rpq7+wj5dmho70KuULA2N0XIH6Cibq8pl2/bxcixOwn7fOxuT6HUaGjq7MG37aKivhGpVMba9CSJdIrqugaMtjI2Fv0MHDqC3+vB7/Wg0mho7Oxh171FVd1e1ST7wixhv5+mzm40BiOrs5MMHjqKf8dDcNeLXKGiob0T75aTypfWWZwcI5fNUN/WiUanxz4/Q3NXH8FdL64NB5ayCupa29l2OtAajOQzWZanJ0jEY7T3DaHSaFibm0EkFiGRFkknU+gMetamJ6hqaKFYLFLI57FWVrO5ukx5dS0h3y7VLW2oNFpsogy3Dl5dg5lIJMKDDz7IxMQE3/nOd7j77ruFgepVUqvV/N7v/R6BQID/8T/+BwMDAzz11FMvG/wLBII3r1KpRPEaw2EvhgC9+93vfsWyP/mTP+FP//RPf6rtBoPBaziqa9vW9dz31WpqaqKpqekV3d8BHn/8cYaGhl5RpUiYAAjekC4m++bz+dcc/CeTSSYmJshms+zfv/91ffz20+QARKNR/t+5aSRaPcENO8VCgf5DtyJXKlmaGkcmlSFXq0nkc5jKKmjprSDs97E4PopKqyXg9ZLPZekbuQWZQsHs+dOodQZEIlAoVZhsFbT0DOD3bjN3/gxaoxHnyjIymZSOgWFkCgVLkxdQ6wxkUylEIjHGsjJaKqsJ+nZYm51CIpPh3XSSz2XoGNyHTC5naeICGqORSMAHYgl6o4nmrl523Vt7y/R6Qn4fsXCQ9v5hJFIpy1NjqLV6sqkUcqUCg9lCVX0ju24X7nU7BrOFZCxGKpWkb/8tiCUSZs+fRqXVkcvmUCgUWMorae8fwufZZvbcafbf+TYWJ0YRiyUYzCYWJ+wMHL6V6bMnUau12MorcTvs9N1ylNFnf0BVYzOUSmTddjJ5K+fPx7HZbNhsNrRa7WsO5re3t7nvvvvY2dnhueeeY2Rk5FovmbcsmUzGxMQEd955J08++SRSqVQo8ykQ/Iy4no3AvvWtb13qH3KRzfbKQg1Go/G63WG/2m1dz32/XoxGI48//vgrch6fffZZRkZGeM973vOKdYQJgOAN52Ky70/q7BsMBpmcnESpVHLo0KHX/Q7j1YYALa05eH5xg/ahEbLZLM7l+b3wGccqvh0v7b2DGKxW3BsOSmIx2XSKlZkpMukUvfsPkc1m2ViaR28ys+104N/x0tY3hN5oxLVuhxKkkwnGTjyDXKmk/5ajZLNZXGvLqHV6PJvrOFdW6D90BIPFgnvdjkQqJZvNsDBxnkIuT++BvbAjl31lr8HY5joel4uuoX1oDUbc62tIZDJy2SyTp04gUyjoeylUybW2gtFiI7DjYX15gb4Dh9HqDbg37CAWk8/lWZmdolQq0jU0Qj6fZ2VmEmt5Je6NdQJ+L12DI6g1WtwbDtLpFApKrM5OI5XLaOzsxrm6hEgsRaXVsOPapKy6ms3lRZRKNWq9nmgohMlmY31xDmt1LaJigXYN3PNf3kswGMTn87G1tYXdbkepVGK1WrHZbJhMppcNRpeXl3n3u9+NXC7n1KlTtLa2vh6X0FvG2NgYw8PDfPaznwWEBl8CgeDyWlparqgPwMVE2yv53PXe1vXc9+vlD//wDy9b8OSZZ57hM5/5zGXXEX4jC95QrjTZ1+VyMT8/j81mo6+v74YMLq5mArDgcLIQzdPY3cfazCTpTAatXo+prIJwwM/g4duIR8JMnX4RncmEpbySbCaDyWpDbzKxtjBLNBigrKrmpe628/QfPELIv4tjcRa5XEFdaxvhQIDqxmYMVhvL0xMkE3GsFVWUVdeytbbMobe9nVgkzMTJE5eSjkUFMdbyKnQmM/aFWVLJBAajGUt5JRuLswwevpVYKMj86jkUKg22KhOxgJ/K+kb0ZguOhVmSiTgGs5Wy6lrs8zPsu/VO4tEwc2OLSKRSahqbScTiKFUqtC+VN41HQpisZVgrqwh4x+jdd5BoMMja9BQKrZaaxmaKxQK729v09dzC/IWzNHf3s+VYJRoI0tY/yNzoGbr2HWR5eoJoOERzVy9zo2cYOno7c+dP8bYD/dRU7JV8vXjnv1QqEY1G8fl8+Hw+XC4XEokEi8VCKpUiGAzym7/5mzQ0NPDEE09cl5Kxb3XDw8OXSuYVCgVh8C8Q/Awpcu0hQEWubv2f9HT/4gD9SppxXe22rue+Xy+Xu8P/kwi/lQVvGFeS7FsqlVhZWWF9fZ3Gxkba2tpuWIz2lU4Azs4ts+qPURKL8bqc2CpraKmqIRGNsr44j0wqxb1uJ5tJ0Tk0gkKlYnlqAoVKhVypwLmyjLm8gpauXlLxOEuTY+hNZjxbG6RicToH96FQqpgfO49EKkEmk5POpNAbTXvJuvE4s+fPYC4rZ2ttBUQiuvbtJRLbF+YoFYsUi0V23FuUVVTR/NJ+1ub2Em9d9lXy2SwtPX0olOq9JGWxGEkmSzQcxmAw0PTSOsvTE+iMJtz2FfL5As1dvajUGuwLcxTyObR6Ax6XE7lcQc/+W0gm9tZRaXXsuLbIZtM09/Wj0epwLM6RiEapbWpmfXEeo62MaDhIKpmgsrYe5/ICFls5Qe82FAroTWa8rk0q6xrYddp590gv1RWvHLyLRCIMBgMGg4GWlhZSqRR+vx+fz8ef/dmfceLECQwGA5/+9KeFwf918qM/k0LYj0DwM+Y6hABd5fif48ePMzExgcPhuOxA2+FwYDQarygM+Gq3dT33faO91pMLoQab4Ka70s6++XyeyclJNjY26Onpob29/YYmaIpEop+YA/Bv338aeyxLTWs7ohKU1zRQLORZnLjA8tQYzd29VDW3USzksFZUEfBuM3nmJHqLhYb2Tkol0BqNFAsF5i6cZ2lmgs6hEaobm0nHExhtNgJeDyef+DaW8ko6Bvah1huQy5Tk83mWpidYnp2i/9ARqhubyaTTe4Nw5zpjJ0+g1etp6enDaLVhKa9EJJGyPDnG+KkTtPT0U15bR6GQw1xZSWDbzZkffh+92URb/yA6vQG9yQgiEauzUyxOjl6q918slTCVlRPwuBk/eQKlWkVb3yBSmQy1RotMrsC+MMvs6Bna+4eoa20nk0lhMFkJ+3ZZmp5EbzSjUKtxrq3S1NVDOpFEJpOjMxjxbbtp7OwhEgmj0umQSGWEA35qm1pI+b3c09tMddWVJX+rVCpqamqYm5tjdHSU48eP8653vetSecq3ukKhcLMPQSAQCF7mfe97H/DqJTwdDgfvfe97X5dtXc9932ilUonnn3/+ssuECYDgprrSzr6pVIrz588TCoUYGRmhpqbmhh/raz0ByOVyPH5qDFv3PkxWG+MvPEs2lyEVj1FCRHlNHYNHb8ftWGNp4jwikQS5UkU0HKJn3wH0RjMz50+TSaUQi8WIxWLMZWX0HTjMln2V2dEzKDRqTLZywqEg++94GyqtlpnzZ4gG/Cg1GjQ6HWZbOb0jB3GuLDJ97jRKtQqjrYxCvkDfyEHUOh0Tp04Q2vUikkiQyeVYKqu55W0/j3drg+mzp8gXiigUKsKhEMNHb8dgtDA3fp54LEIxX0CqkKM3mhg4fAzv5gaL46NIZHK0egO5TIbufSPojWbmx88TCYcolUoolEpUag37br0T/7abqTMvIlcoMZjMFPI5RJRQ6XSkEnEaWtvZsq9SLBWRyGSE/T7Ka2rZXFtBpVaRz2bJZFJYK6uIuRz8yttvR61WX/F5LBaLPProo3z4wx/md37nd3jqqaf4yle+Qm9v7/W6VN50gsEgv/VbvwXs3bG/Hg3vBALBz6biS1WArvV1NS5WsfnGN77ximUXG3U98sgjL3s/HA7z+OOPX/O2fpp9v1F8/OMf5z3veQ//+3//71csE5WE3/SCm+THk31fLd4/HA4zMTGBXC5naGjoqgZ719Pc3BypVOoV1WGC4TDfG5tHpjcRD4cIB/z0HjiMXKFgfWkemVRGsVQiHg5iKqugsr6RVCLB5soCOqOZIhAK+Gnt7kWpUuNYnEMmV1DI5chkMhjMFipq68hms8ycO4W1rGKvBGahQE1TMyqNlo3VJXKpNCqdjkw6hVyuoLa5lWKxyPyF86h1WmQKJal4nNqmZtQ6Pc7lRQqlElKJhHg0gslmo7KukUKhwPTZk5RV15KKRYlHInQMDqPS6nCv2/cmQaUiiWgMjV5HbUs7xWKRxclxVColiMSkE/G98p96PW7nOoVcDhGQTiaRKxXUt3VSKpWYOvMibX1DBHe9lIolisU8sXCY9oFhPJsbyOVystks0VCQ7n0HWJ2ZwFpVSzTox6aQcM+hV5Y8ey35fJ6Pfexj/MM//AN/+Zd/yUc+8hGhzCfw1a9+lV/8xV/kX/7lX3j/+9//qp8rlUrCv5dA8BY1Pz9PT08PX/juCepaO65pW5urS3z0nceYm5u7oiRg4FJlsWefffZl5S6bm5t59NFHuf/++1/2+QceeIDHH3+cRx99lI9//OPXtK2r/fwbyeOPP8573/teRCIRTU1Nl6oaCTkAgpviSpN9PR4Ps7OzmM1m+vv7kclkN+Fo91zuCYBz28O3Tk/Q0N2LQqEiHtpr3LXrchLc3UWt1dHY0Y3XtUmFvhFEsDgxSjIeo2NgHwq1hvWleRpa2wn5dvF73Gj1RmqbW/FsbaDW6xGJxMyPj+L3eDj0trcjl8tZmhzDWllNJOBneXoSW2UVDX0dBHa9lApFpFIp60vzeDY32X/HXUilUtbmZrBWVOLzegjPz6LR6Wnp7iXo20EmlyOWSFkYG8W/s83wrXei0elwrizRWF1LOBhg7sIoKo2anv2HCOx4kSlUSKQSnMsLbLs26Rs5hEZvwL4wS1VjMyH/LuvLC8iVStp6Bwj5d5HKZUglMrbWlgm+lMCcSsQI+XbpHBph7sK5veRmv49YKEhr7wCzo2do6upm172JWCJDpVIhKqa459CtV3X+UqkUv/Zrv8YPfvAD/u3f/o33ve99wmD2JX19fZhMJr72ta9x/PjxVzThuUj49xIIBDfL0NAQ4+PjPProo5fi7R0Ox6sOwO+66y6eeeaZy9bGv9ptXe3n30juv/9+1tbWePjhhxkfH8dut+81DhOeAAhutCtN9l1bW8Nut1NfX097ezti8c2NWFtcXCQcDnPo0CEA5tbWWU2CwWLF5VgjFo2iUalQarTEI0Hq2roQiUQsjJ9Ho9MhlcmRK1WIxWLKqmvxONcJhwJo9UbUGi1h/y61zW0ArC3MIhZL0BoMSMRi8vk8NU0teJ3rBHd3Ueq0VNY2sOvewlZZvbfO/AxqrQ692YJaqyEWDFHZ0Mjuthvn6iIVNfWYy8rwb3soq61FIhazOjeNTC5HodKg0elJxWPUtbaz69lme30Ng9WGzmAilYhjKStHKpOzvjRPsVikVCxSXldPPBSkvq2TkG8X97odndGIWru3LUtFFTKFgo2lRUQSMVKphIq6BjwOO2KpFJFYhM5kJhWPk47HkCoUZDMZyqprSUTDZDNZpDIZkVCAhrYudl1O+qosDLU3X9W5C4VCvO9972N2dpZvfvObHD9+/PpeHG9SF3/9i0QiPv/5z/Pf//t/59lnn+Xo0aOvqNufz+f5n//zf+JyufjABz7AgQMHbtZhCwSCm+DiE4C/+s71eQLwe79wdU8ABNdHJBLBYDAITwAEN87Fzr75fP41B/+FQoHZ2Vl2dnbo6uqirq7uJhztK/1oI7BTM4tsxLIggvnxC5RVVdI5MEQiFsPncaFQafC6NtlaW2b4yO3IVSq21lYoFgoUclnmR8+gMZrpHNhHNp1mY2URg9mKx+kgFPTT1jeEWqNlfXGeTLGISCxidW4asVhC9/6DAMyOnsFSXsGux02xkKOhvROD2cKOaxP3xjoGown73AwKlYqR244jEomYu3AOnd5AcHeHwO4OLZ09aPR6Nu3Le3fopVJW56bJZtL0HzqKSCRidvQMJms53s0N4tEYzZ3daAwGArtewj4fEqmUmfNnKBYL9B88gkgkYnV2Go1Bj9/rIhwK09DahsFsJZmIszh+gaGjx5g+8yKmsgrkciVO1wIDR44xdfYk5VU1iMVi/F4PPftv4cKJZ2hq76KQzXCwvpyOpvqrOm8ul4t7772XUCjE888/f9m7QW81oVAIAJPJRDabRS6X8+CDD/JP//RPfOQjH2FsbOxSLsDFn9G1tTU+85nPEI1GCYfD6HQ6urq6bua3IRAIboJSievQCfg6HYzgqhkMBkDIARDcIFfa2TedTjM5OUkikWBwcBCLxXITjvbyVldX2dnZwZXIERPvxbH7PW4UKjUymQy300EiEqGsqoay2nrcjjVqmloI+XfZdqyi0upp7unH595CoVQhkUrxuTdJpdJUNTZhspaxvjBDZX0zkaCPzbU19CYTnUMjBHe9ZFIpJFIZ2Uwa14adgYNHUarV2Odn0RpMZDNpYpEgSqWGpq5uYuEgfq8Hjd5APBImsLNLW38/BpOF9aV5TNYy0skEm44VFAo1vQduIRoOEY+E0Wh1xCJhdre3qGtpp6yqBsfiPGVV1cQiYXa2NpHKFbT1D5JNJwn5fBitNqKhAFtrq5TX1NHY0cXm6hJGaxmpeIygbxe9yUyxkCeXzVAoltBo9YjEIBJJSETDewnDKhUKpZpsOkkuX0AkEiMRFbmttYbay5T5fC0LCwvce++9qNVqnnzyyZtap/mN4ktf+hLf+9732N7e5oknnqC2thbYC8v71Kc+xac+9Sn+6q/+io985CMvW69YLPKP//iPlEol3vGOd/DVr36Ve++9l4aGhpvwXQgEghvt4hOAv/z2CWpb269pW1ury/y3dwlPAG4mYQIgeN2VSiVyuRz5fP414/2j0Sjj4+NIJBKGh4fRaDQ34Whf3eLSEuedu1R39iEWi5k8/QJGi5ViqYRcrkBvMmO0WPF7PexsOVHr9OQyGSgVaezqRSqTMXfhLAazlVKpiFgkRqlWY6uqIeDzsutyoTOaEItEREIB6ts6USiUrExPIFOpkEqkWCoqCO14qWvrJLDjZXtzHZVaS3lNLYEdL0aLFYVKzfrSPFKxBIVGg62yGvfGGi3d/UTDQewLc1jKKpArFSRiUWyVNeiNJlZmpyjk8+gMJpRqNdl0mqqGRlLJBMszE2i1elRaHSKRCL3RhNZgZGVmr9OvQqlAZ7CQTMSobW4lk06xNDmOwWwmnUxRVlVNYNdDc1cfixMX6Np3gMXx8yjUGmqbWpm/cI6hW29nYeICKo2Wito61mYm6T14hIVzp3jg1n1Yr7LL4pkzZ3jggQdob2/nu9/97mXby7/VfOc73yGZTGIwGPiVX/kVHnzwQb7whS9c+pn0+Xz09/fT2NjIf/zHf1zqi/Dj4UCwlxS/uLjIAw88cOmJnkAg+Nl1cQLw+W+foLblGicAa8t8TJgA3DDRaPQVZUyFECDB6+pism+xWHzNwf/Ozg4zMzMYDAYGBgaQy+U34WhfXTAc5txmAI21gs2VRXZcWwwcvg2lWo1zZQmpTEYiGmZzbQW1VkP3yEHSySSu9TX05jK8mxs4luYZuvUOdHoDbscqIrGUQi7P4vgFRFIJnYP7yOfzLI6PojeZ2d1yEgoGae3uQ2sw4Pdu4/d4kCuV2OenKZWga+gAYrGYudGzKNRqYpEIO9tuyqtrsZRXEPLtsr3hQKFU41xdIhmLM3DoKGKxmOlzJ9EZzUSDARwLczR2dGG0WAn5d/F5ttHq9WzaVwm4XQwcPYZYLGZ1bgaVWo3fu83GyhLl1TWUVdcSi4TwbDpRa7XY52eJRcL0HbgFiVTK7raLjdVF6ls72XKsYK2oxON0UALMZWU4Vxepbmxke92OBFCpVey4tiiva8C/vsovHb8FrVZ7xeeqVCrxve99jw9+8IPccccdfO1rX7uq9X+WiUQi7rzzTmw2G0NDQ7z44otks1mUSiW5XA6bzcbf/u3fct999/H888/z4IMPUiwWXzH4LxaLVFRUMD4+DiAM/gWCt5BSqXTNpYKFe883RiQSudTI7McJv7UFr5tCofCyMp+XC/splUo4HA4mJyeprKxk3759b7jB/8a2h6+dHEem3kuULRaL7L/zbiKhABOnXyAZT2C0WJHIFdQ2t1BV38TC+HmWpidQqTWYbeWUSkWO/Nw7yaVTTJx8jmg4jEKtQiyVUFZdTV1zK8uT41x44VmsFZXUt3VQKhZp7x0gEQ0zf+Ecu9su6ts60JuMKBRKTLZyttdXuXDiaarqG2nt6adUKGCyWMll0ixNjeNcWaSpqwdLWQWlYoma5hbc63ZOPvldjNZymjq6KRTytHT3kc1kmDl/Go9znar6BgxmG4Vcjo59+9l1bXL++aeRy+VUNTQhkcmob21HJJGwMH6BjaXFvdCnyhrEEjGdQ/vYdq4zfvI5lGoNKpWGnS0ndS0dBHe9GC02VBotu64tapva2N12Ya2sRiQWE49GqaxrIOP38O79PVc9+P8//+f/8P73v58HH3yQb33rW8Lg/yXFYhGPx8Po6CgAn/zkJ5mZmeGrX/0qADKZjFKpxP79+xkYGOBjH/sYm5ublx3ci8VirFYryWSSSCRyQ78PgUAgEFyZD33oQ5RKJT70oQ/xd3/3dy97CU8ABNfdlSb7FotF5ubm2N7epqOjg/r6+jdcmcHxxVVcRTntQ/vxedy41+0oVSoci/OUCnn6DxxGIpUyN3YerVZHOhYjXypgraimrLqGaNDP8tQ4WqOJjZVFEInoGbnlpbv4M4jEEoqFAlvrq5RV1tI+OEwiFmVhcgy90YzP46ZUKtLQ3oVap2NldgqJRPpS2U4JuUyGkWPHiQQDzF84i9ZgoFjYy7OoqKnDYLHiWFokl02h1uhIxmLEIiGO/Nw7yGUyzF04h95kJuD1IFcpqWlqwWwrZ9O+TDqRRKs3EA4GyWcyjNx2J6VSibnRM2gNRqLBICWKVDc2YTBb8Gxu4Nl0olSrCAcDZDMpyqprKRWLxBNxOvoGWZ7a+75ymQzxYIDmvkHWlxexllcRDQXI5/NU1tSR3FrlA2+77arOVbFY5C/+4i/4zGc+wyc+8Qk+9alPCXemf4RYLObtb3873//+90kmk5SXl9PU1MS//Mu/cM8991BWVoZIJKKqqoqmpiampqb4p3/6J/74j//4FfX/L+b0vPvd776UUCYQCN4a9pKAr30bghtjbGzssu8Lfx0F19WPdvZ9rcF/NptldHSUnZ0dhoeHaWhoeN0H/6fmt8kXLt/JFyBfKHJqfvvS1y/OLLAWL5BMJJk48Ry72y5aevowWCyoNFoMFhvbmxucfeYHVNc30dDRhVgqRaczkE4lWRgfxbm2Sve+A1TW1O3F1+sNuNfXGHvhGQwWG02d3UjlCiy2SkRiMbPnTzM7eo6uwX1U1TeQzaRQaXSEfF6mz57CVl5JS3cvepOJgNdDSSTGsTCH275Kx+A+Gtq7SEQilIBYOMjs6Fn0ej0d/cNodDrCfh8avZFN+yqTZ16gY2CYupY2iqU8iEQkIhEWJy4gKkFb3yAGi414MIBcqWRzbYXJ0y/SPrCPps4eipQAMclYhKWpCeLRKJ2Dw9Q1t7G9bqexo4dsOk0uk8FktuJcXqC2pYNcPk8un8dYVs72up3qxiaioSBSuQK1Tocxn+DdR6+uxGQul+N3f/d3efTRR/nSl77En/3ZnwmD/8uw2WzccccdqNVqGhoaeP/738+pU6c4e/bsyz5333330dHRwYkTJ4BX1v8XiUTIZDIqKytv1KELBII3iJvRCVjw0/nxxqU/SvgLKbhuLib75nI5gFcd/MdiMc6ePUsmk+HgwYM3JDnz1Pw2n/36GJ//5sRlJwH5QpHPf3OCz359jFPz23z1hydY88cRiUVkUglaBwbo6B9mYXwUz8Y6uUwKqVwGxSK3HP85ZHIZU2deJJtJIRJLkEglVDc00Tm4j5WpCZZmxpHJ5OiMZnK5PP2HbkWuVHDmh0+QjEWRKZTIlSqqGprZd+vtbDlWmTpzkkKxiKmsnEIuR1v/IKVSiYWxcziXl7BVVVNRU4tcLqWhswff9hZTZ15EKpdTVd+IWCSmsb0DsUTC3OhZHItzlFXXUFZZTSGXY/DwMUL+XWbPnyWfK1BWVUMRqKhrwGCxsTo7jXN5EaPVirWymlQ8xsChI4T9PqbOvEgmlaS8ugaxVIa1opKK2no2lhaZOneKpo4uvFsbFAvFvZKh3m2auvvZcW2STSXRaLWEdnepb+/EZV9FqdUhlUqpkhY4NnB1pSWTySS/+Iu/yL//+7/zta99jd/6rd/6qSeTd91112VjJX+Uw+Hg4Ycf5uGHH+aRRx7hgQceuNQO/o1OqVTS2tp66euPfvSjdHd386lPfQqfzwfsJQrH43E+/elPc+bMGc6cOXOzDlcgEAgE1yAQCLzqMqEKkOC6uJjs+/zzz9Pc3Extbe1lB2E+n4+pqSl0Oh1DQ0M3LN7/4gD/1Pw2R7qr+Nh7hpBKxK9YdrC9jMaKEuWtXYjFYhYunMNaWUUyHiPk99HQ1oGlvJLAjpdwwI9apyMaCpJJJenedxCJRMLy9CRypRKZXE7Qv0t5dS22ymrikTDbzr2EXEQivFtOBg4dRaFSsTY7hVypApGIWCSMtbyC8po6crkci+OjWCoqSYTD5At7DcH0JjMbK4sUCkVkMikSsYRcNkvdS7kDCxMXMJgtFPM5crkslrJKzOUVeDc3SMSiKFQqKInIpBM0tHcjlkheqsCjRqFQkc/nUShVVNTWEfLtsOtxo1Cqkcpk5DIZqhubkCuUzF44i95oRiqVIZaKyedypFMpCrkc1Q1NREJBxCJIJ5OUigXUej2FfAmJVEI2nSKXyaDS6SnlsgxVW+i8yhr/gUCABx54gOXlZf7f//t/HDt27KqvDYfDwTPPPMOjjz6Kw+Hg6aefftVGYQ6Hg+Hh4Ve0gx8eHubhhx/moYceuur930zFYpEnnniCD3/4wygUCo4cOUJbWxuPPPII29vbNDQ0cOHCBYaHh2/2oQoEgpvsYhWgz3zzOWqusQqQa22ZP3zPHUIVoNfZ+vo63/zmN/nYxz72imVCDoDgmv1oZ99SqXSp4s+PKpVKOJ1OlpaWqKqqoqen54aGaEglYj72nr0B28Uwn4tfXxz8j7RaaaiSojCa2FxZxO/1UlVXT0VtPfaFWbr37ScaCjE7ehqZVIalqgaJWIJcrqCupQ3vlpPtzQ3Kq2qoa2ljc3WZ+uZWUokkS1NjpOJxOgaGESHCaV+hZ3g/vm0X/h0POr2BhrYOdlxbqDVaSqUiC+OjZFIJ2gdGUKrVbOVWMGm0RENBlqcm0FsstPcNEgkGCO3uoNJqca2tsLPtpv/QEeQKBSszU6g1WuLRCN4tJwqNmubuPpLxOB7nOjqjGY/TwfbWFj0jB1BrtLjsq0gkUvK5LKuzU2RSKXr2HyKfz+NYnMNksbLj2sLn2aa5sxuDxUo46Mc+N8fQ0dsYe+FZGto7SaVSBHe9dO87yOiJp+k/eATv5jqZVIqWngFmzp6i79ARHHPTvG2gnYaqiqs6p06nk3vvvZd4PM6JEyfo7++/6uvikUceweFwcNddd3H8+HEee+yx1/z8Aw88wEMPPfSKZmJ///d/z/DwMMePH39T9RoQi8W8853v5NixY3zzm99Eo9HwwAMPAFBXV8fw8DAul0uYAAgEgkuuRwiPEAJ0Y1zs+nv33XczNDREc3Mz5pdKagsTAMFP7XLJvhKJhGLx5SE2xWKRhYUFXC4XbW1tNDY23pRk3x+fBBReOs6zi14GGk2UG7MUxAry2SwSiYT9tx/f61w7OYZKqcK7uUk4GKC9bwCVRot9YQ65QolILGLTvoJarWXk1jvI53KMvfgc5TV1RIJBKJWoqm3AaLWxOj9DIhpGZzQTi0b2Ou4eOAzA1JmT6E1mRBIxcrmcssq9RGK3cx37/DZ6kwWpVEaaFF379iMWi1mcvEAul0Ot0aAzmskkEwzfejv+bRcby0sYLFZMZRVEAz6qGpqQKxXY52fIZjPoDCbM5ZVsrswzfOQ2Qr4dHPMziCQS6lraSMXjKFRqdAYDW/YVfJ5tyqprsFRUsTozRc++A8QiYeZGz1JeW0dZTQ3ri/OYbWV7d/xLRcqqa3E5VimrqCIa8JHNZtEbTXg3N6hqaCTkcXFXT9NVD/7n5ua49957MRgMnD59mvr6q3tycNGjjz566f8/97nPveZnJyYmmJiYeNk6Fw0NDf3/7f15eNxneej/v2ffNJrRaDSjfRnJWmx5k+wkjrNiC0ggC8FOgNADnEJcSperG/7B6Wlpf6eldqEcCrTYOUA59FASJ4E2BEjibI4dx7El2da+jfZtJI1Go1mkWb9/TKQsdkhkyZYd3a/rmutK5jOfz3wmM46f+3nu576xWq0cOHCAQ4cOXdK9rJZEIoHZbOazn/3s4p/dhYZ9sVgMvV4vdf6FEOIaVFNTg0KhIJlM8uyzz77lmAQA4pK8U2dfpVJJPB5ffF0kEuHs2bPMzMywdevWxcZCq2UhCIgnEpxsGwOgPNtAbW0BFlsmk2MjBGZ86A1G2htPMzvjo/aWXcRiMUb7eygpr8A/OUFbw2nMFisF66sZ6Xej1xtRatR0nG/E7/Wy9aZbUavV9LQ1oTeaCIeCtB9txFmQz5YdtxCY8TE2NIDRZGZ0qJ/+znZqbroNg9FEb3sLoCAcCtJ2tp5kMsHmG3YSi8VoqX+NTIeT8aF+gsEQJesqX+8RMMpwbzdavYHzr51EoVBQe+sHUKnVtNa/RrotkxnvJLFYHGumnczs3Nebgp3HlJbOYHcHkUiEdRu3ojMY6GxqRK83kYhHmZ2ZxmAwUnPTbUQjEdrP1pNmTmdseIBEPI7eZMJszWCwp4uam25LbVZOT0er1jLo7mLrzltpPP4S9pw8Zmf8eCcmqL5uBz31r/LAbdcvuUznsWPH+MQnPkF1dTX/+Z//ecW6RT/yyCMAbNu27aLHXS4Xjz766DUXACwM7Kenp7nvvvv4+7//e3bs2AHAhz/8YT70oQ+t5u0JIa4ySZa/ApBEVgCuBJfLxZ49e6irq7vgmAQAYskWNvsuDPTfvNn3zSsAwWCQ+vp6EokE119/Penp6at2z28Xm48s/rP/7Hn8VRl0NzVismSQX+Jifm4ee24+FVu2MdDdyax3ErPVyvzcHIFZH5tv2IlCoaDlzKsYTWZUGjV6jRmD0UT5xi2MDQ0yMTJAWrqVrJx8+jvaqNiyFZVKRdPpV1GqVNiyHFhtdob7etix+w68njG6ms5hMJmwWawEfNM4cvLQ6Q10Np8nHAjgzC8kOz+frqazFJetIzAzTU/LebQGA1VbtzHjnWIuHCLTkc1Ify8DXR1UbK3F7sxh2N2NTm8gOj9PR2M9kdg8G7ffmErtaTmPOcPG2GA/0xMecktcOHLz8QwPEotGUSgU9DSfxzftZevOW1AqlanGYgE/dmceU2OjZOcX0tveikqtQa/TMzrYR15JGQPdnRhMRhLxOLMzU+SXlDPd18V/+9AtaDSa9/ydJZNJfv7zn/P5z3+eD3/4w/z0pz/FaDRejp/HRS1s9LVarRc9brPZaGhowOfzveNrrmZ9fX289NJL/OY3v2HHjh387Gc/o6io6IISoEKItS2ZXH4ZT8kAujKsViv/8A//cNFjsqYrliwejy8O/t/e2XdhBWBqaoqTJ0+i0Wi44YYbrprBfyye4P//o5c47fZSPNRC0XArY9nreOWxl6nYsp31W7cxPjhIcMZHcMZH85lXMRqNbLphJ468QrxjI5jMFsYGBzj90nOUb9xM6foNqFQqInNzJIHu1vP4p6fYeN1OSio3cP7kcRKJBFOeMaY8Y2TnF7KhZjsarZb+ng5M5nR62prwTU2xYdv1rKvezHBvN/NzYebCQYb7+7BlZbH5hhsxmdNoOvUKKrWa4OwsiUQc14ZNlG/cwrlXT9Db1oJKpcZszSCZTHBD3R1otToaT7xEMDBLPJ5EpdFiz86hast2Bro6aHrtJAqVkqzcfBLxGOtrtqPTG2itP43fN41ao8FgSsOYlsaWG29manSYhmPPk1NYQjKeYGp8lJyiEjzDQ+S5ylAqFYQCAbJy8hnp7SHfVZbaIxKPY810gn+Sj+3YsuTB//e//33+23/7b3z2s5/lscceu6KDf+CCNupvtzDo93q9V+BuVt7GjRvZs2cP1dXVPPzww2i1Wn7v935PBv9CCHGNOnLkyDsekxUAsWQqlYpYLHbRgYFKpcLv9zM4OIjT6WTjxo2oVKpVuMsLLVT7qR+cpXq4mVsaHicbBT9K3EtvwSae/OlRKjZmUlxWgT0nl4nREUzpFpLJJO2NZwjM+qnYvBWDyYy7pYmam25jenKC0f5e0qxWStdvYnJsBJVajUatYaivh65zZ7npjrvQ6nT0trdgMKYRmQ/T0nAarVZL5aYagrOz+H3T2LOz8YwO09/ZRvnGrdiyHAz2dJGWbiYWidLVfJbAjJ+tO28BSKXipFuYGhuma3SMgopKsnJyCfpn6Gltwmyx0tfRSiKRYEPtdWj1Bvq72olEwiQTCUYG+8iw2dl6483E43E6ztaTbstkuK+baDRO0boKTOnpDPW6CYeCKJVKht09xGMR7Nk5zEx6ACWOvAJ6W5twFhQxM+khMj+PzeGk+bWTlFRVMzU2SiKexGg2ExnrY++Hdy3pe0skEnzta1/jm9/8Jl/72tf4n//zf65KPrrP51vR111t1Go1Dz/8MF6vl3A4zPr1SyvHKoRYG2QT8LWjpKRk8Z/7+vpoaGjg9OnTlJaWSgAgLs07dfYNhUKEw2FKS0spKyu7amYP31zqs3K4mRtee4QcpQqVAj7Z+HN+klQwWLgR9ZiKglJoei21epGZnYtKrSbNaqN8yzY8I4P0tbdjsWcRmJkm4Jumcuv2VK79mVOodXrMVivGNDO+/gluu/s+PCPDTAwPotbpyHOtY3JkiOy8Akzp6XSeP0ssFsFktpCeYcPd1sz2W3cTnPXT+MoxzJYMrHY7JJKYLTYKyyoY7OliZLCf/KIS8kpKaWusp2zTJoKzs7TVn2Z+Pkz1dTcC4G5twp6dw3BfL95JD/lFJTgLipjyjKPTG1BrtHQ3nWN0cIAbP3QnKpUKd2sTGVkOZqY89Ha0kmaxUlxeyVwoSMfZejbfeAud5+qx2B1oDXqG3V1UX7+T7uZzOPMLSbdlplYDSkqZGB6kqLySNEs61nkfH17i4D8SifCHf/iH/Md//AeHDh3iC1/4wlXzm3on1+oKAIDFYpHOvkKI30o6AV97vvKVrywWulio/i8BgFgR0WiUc+fOEQ6HsVgsb2k2dDV4tX2M4y0jOP39PNjwcwYNalSvbwMwJJPcOvAYHRlaTlNBT98E1VXlpGdkMtLrxh8OolGr6Ww+h16nZ8N1O0gkErQ3nsGW5WRssJ9wYJaCsnLM1gxG+nrp72rHmJbG+NAAQb+fii21aLRa2hrrMRiNRCIR5ufnMJnN5JWUEgoE6Gk9T7o1Vd8/mUyyfut2dAYDXS3n0Wq0qDQaRvv70Oh0XH/bbiLz87z63NPYHE7809MolSpyioqxZNrp62gj6PdhSrdiTEvH6/FQve16ovMRGk+8hF5vIMOZjdGcBiQprd7E5NgoA51tGC0WbDod86EAxeWVKFWpbsPhcJjcklIGutpRqdQoFEqCMz5Kqqrp72hDrVahUCgIeCepvuEmTr3wDMVllSQScQp0SW5YX76k7ywQCPA7v/M7vPzyyzz++OPcfffdqzr4t1qt1+zsvhBCiLXp/vvv5+jRo/zFX/zFYhlQr9crAYBYvlAoRENDA5FIBLvdvtq3c1HzgRF231hMwTf+N6pkAi1JIDWYnFHE2exM49bRX1LobSd560NMecZpP9tIcXklpSUuZn1evBPjGMxm+jvaGB3qZ/ttdahUKnrbmrDn5hOYmaa1/jSZ2dlUb7+BWCxGV9NZMrIcjPT14JuZpqxqI8Y0M57hIebnwiiUSrqazxEKBNh8w04SiQQdZxvIys3DMzzElGecApeLzOxcJsZHiUUjqNVqOhrrGR8bZucHP4JKpaK7tQmNRks4GGBkoA9LZiYllakNvm0NpzGZzYwNDTIfCrGuegtpFgvDvb2MDw6i0elwtzWj0eqoueUDKBQK2hpOY0wzMzbQh0KlwmQyowBG+91U1lzPsLuT0OwMmY4cRnu7ySurYGpshLlQCPPrTcqy8wtJROeoSrNSWnnDkr6viYkJPv7xj9Pb28szzzzDTTfdtPI/iiWy2WzvKQBYqLEshBDvR6lNwMusAiQrAFfE448/vjjgfzvZBCyW7M2zsF6vl5MnU2Und+zYgcFguKAPwGp7rqGZWVMWFmZIn/QSSCbQJt+4R5VBRU66ke7QHLcH21H3tpCWbqWoopIk0HzmFE2nT5Fd6MJisxONRdl2Wx2e4UHOnnyZRFKBzeEkHApTUrUBmzOHznONnH/1BPmuMhx5BcQTcUrKq5iZmqDl9ElmvJMUlK4j3WpFpzdQUlXNSH8fjSdfxpqZiT07h3AokKocpNXScuZVpsZGsVhtqLU6VBoN19/+QTzDg9QfewGVQklB6ToUCgW5BYVo1Fq6WppoPP4i66o346qqJh6NkpHlYMozRtNrJwkHZymr3kSm04lSoUSr19Pb3sKrzz9N4boKisoryczOJTjrJzMnl0nPOHklZfg8Y8wFAticOYwPD1JYsQHv+CiR+XnSbTamJydwVW4g4J3kAxVFlObnLun7crvd7N69m4mJCV5++eWrYvAP71z9Z8FCcHAtNQITQoilSiQhkVjmQwKAK+Lo0aN8//vfv+gxWQEQl2xoaIiWlhaysrLYtGkTarX6gj4AqymRSPCzZ44RNZpRa5LM/OIn5KuTRCotmBJJIi2zaBVK5jP1qJQKNBkGzNEk2qcfYTgjj+rtNxDwz5CVm09VzXY8w0OMDvaTZrbg904S8M9QVXMdKrWaxpMvo9FoSAA2exYmi4WyTVvwesbobm3GYrWhVKqJxxIUrqtEbzTRcb6BeDSOVqdHrVYzFwqyZcfNROfnaXrtVUzmNMaHB1EoFOS7yrDY7HQ3NzEfmUOn1zE20EcimWDrTbcC0HjiJezZucRiUdRqNRkZNiqqN+EZGaL1zKvYc/PRGQyEArOUVKxHqVbR1nCaeCxOemYmNkc2wZlprrutjukJD82nX6Vi81bSrRmMuLtx5uYxOTqCs6AIS5aT0X43jrw8JkcGUSiV6A0GJkdHySksxtPbxf07a3FkLa1G/9mzZ7nvvvtwOBw8//zzFBQUXIZfxqXZvXs3DQ0NuN3uiw7y3W43Vqv1miwBKoQQ4v3nt+3pkhUAsWTJZJKOjg6am5spLi5m69atqNWpWPJinYBXw9SUl3/7zUvkbKwlp6AYv3cS82QPN3yoAGu6htryTOYK9YRIUpihBSBDl/rjYE+EWLdxK13N5xno6iTgn8E36SEWjbJlx0241m9g0N2DIc1MX0crp154lvLqLVRv34HZbGZ6coJEIkFPy3n8vmk2XreD4soq+ttbSJDE6xljrL8Xm93B+trt5BQW0t/Vjt5opL+9hc6W86yv2bY4a6/TGZidmeG1F55FqVKyoWY7dmcuyWSSNIuVga4OTr/0HFU12ylaV0EyCfFYnEQiTuuZ1/BPT7Ht1l0Ur6tgqLuDZCLOzPQUg50d5BW7qL7uBiwZGfQ0n0ehVDHY00XA7yenoBi1Rsfk2ChFlesZHxogzZqBWq3GM9hP4bpKpiY8WLOcxCIR/DMz5BaXEJoc5d5t63E4st7z95VMJnn++ef58Ic/TGVlJS+99NJVNfgHeOCBB4B3Lgfqdru5//77r+QtCSHEFZdMJlfkIS6/37ZvTlYAxJJFIhHGx8eprq4mPz//LceuhhWAUc8Ex93jOF0VtJ55Fb1ej06txpGewKDRoNREAajdksUvYh42pKUCAFtSydB8GJdGzc8f/p/kP/Bn2J05BGdnGB3oQ6c30nm+kRnvFLW3fAClUknn+UbKqzczMz1Fa8NrmNLSWb/tOmZ9XuKxKDqDkRF3F6PDQ2y8bgd6g5HRPjexeIyAf4ap8TGSJKnaup1IJMJwdwdFpesYG+xnfGQIW2YWjrx8elrOU75pKyq1ms5zDcxH5rHa7BiMafgmJ7jutt1MjY/R09qE0ZSGIy+f4OwsGQ4HhjQzPa1N+Ca9FFVUYnM46O1oxWrPIjjrZ6S/l2gsysbtqc3N3S3nUSqVqDUaAjPT5BQW03WuAXtOHsl4nFm/D2dBEf2dHVgzbMyFgoSDATKdOQQGe/jsHR9YUpnOZDLJkSNHeOihh7j77rv5yU9+gsFguCy/jeWoqanB5XJx5MgRdu/e/ZZjC03C9u/fvxq3JoQQV0wykSSxzByepOQAXRHT09P09fVRXFx8wTFZARBLptPpuOmmmy4Y/MPqrwC09/bzdFM3c7EoHY2n0et1zIUD9D15mPX5aQAkX+9LoFGpqNxkI/76/4j0aiUhow6LUknRzDDzoSDnT52g43wjxRUbcOYVoFSp2Xj9Tkb6enn510+SSCYxW6yQTFC1dTtl1ZtoP1vPQHc34WAwtWcgGqVm5634Jjycf/UEU5MesnLyMVsyyHRm46qqpretma6msyi1WtQaLeHQLJuv30lBWTkNJ14ikUziHR9lpLcHR34BG7fvwJBmZmp8GIPRSF97K4M9Xazfup3S9RsZdHcTmZsnHAwSnPGhVCmpveVWdDodjcdfRIECtU6HWqslKzefik01DPZ0cfrFo6yr3sxcMMj83Bw2RzYjvT2s21zDXDjIfDhEZlY2EyNDFFdUEpqdRa3RYkhLJz0e5q7rNy958P+d73yHz33uczz00EM88sgjqzb4n5qaAn57Hf8jR47w6KOP0tDQ8Jbn9+3bx5EjRyT/XwjxvrfQB2C5D3H57du3j71793Lu3LkLjskKgLgkKpXqokt4q7kC8KsXjjMSSRIKBtCp1WhVkG7SoIjEqDAG0L5+u+lm7eI56VYDk8E4zvjrQYBGBfEYBZEQL547zvpd92E0p2bQQ7MBTBYzkUiEmWkvO3bfgUqt5uwrx7A5sxkb6mcuEKCocj1mi5UpzzgDPR0YTGl0nK0nqVBQubkGrcFAW8Nr6E1pqJQqAgE/JnM6JVXVRObmcLc1k5HlZKC7gyG3m+t3fRCtTkd/RxvmbDvhUIgh90kUKNiw7ToCfh9ejwdX1Xomx0cZcndT4FqHIy+f0cEB4rEoGq0ed3sz4UCQTTfclFpJONuI3mRErdUQGpoFBameAb3dKNRK0q1WxocGyHWVMdrnJhFLkOawMT4yRFZuHiN9btQGPVqdHlsizJ07blnS9xWPx/nLv/xL/vmf/5m///u/Z//+/Ve8wdfhw4c5cuQIXq93cVD/hS98gUOHDgFw4MABampqFl9fU1NDfX09Bw4cWMz1d7vdHDhwgD179lzRexdCCCF+m61bt/KFL3yBrVu3UlpaisvlWixpLQGAuCQKheKiAcBqrQA819CMuqicZHsbRq2GWGye3LxUxRtLmpHCtASqcBJUoHqjAigJlYKkVQdTcwCkkcCdpSOWrqNyth2/d5Ku5rNk5RVQun4T8XicsydfxpblwN3eSijgf73Lrp6+zjaKKtcT9PvpaWlCp9dTXF5FIhFDpVShNxoZHx5isLuDosoN5BWXMD40SDwaJR6P03n+LIHZGTZdvxOFQkHXuXqu+8BuvOOjjI8OY7ZY0Rv0+EMBitdVkGax4m45T1yhQK/Xo1QpCUx7qdl5C0G/n9aG1yAJea4yVEolE6PDFJVVMDbQh2d0lLziYhx5Bfh903Sdb6Tm5ttpfPkFKmuuIxQIMDk6QvV1N3L2lZep3FJLMDDLzNQkJeuraW94jYrNtYQDs+Qrw2zetbTB//z8PF/84hd5/PHH+eEPf8hnP/vZVanx/9BDD/HQQw8t6RyXy7UYIAghxFqzEjn8sgfgynnooYfYtm0bX/jCF3j22WcXn5cAQKyohRWAZDJ5RQZ08XicR547jjrDwXjDaTbW1DDS18WGTVvpbGri+h3bcT/5MBa9hsxE6n6U8QQoVaklSIUCjVXPvCeETqUkma4jfWM26/PT+eGvuoiEglRu3Y5vapLOxno8nnF21H0YhUJBf2cbReVVjA70450YR2cwkOdKIzjrp3R9NWZrBj2t54lFYxjTzCTiCRQKBdfv/jChYIDG4y9hSk/HYDJjMqWhUMC6jZsZ6unEMzJMRpaT2RkfocAsVVu2odXpaD9bT5o1A+/kBIPdXeQUFaWq98zOMtzXi0qtpre9hcjcPMUV6zGa0hjo6WY+HESnN4BSyeyMj+rt1xMOBmg+/Sr2nDxyCosZ6GonzWpjLhQgODtLXkkpA90dZDqdzIeChIIBCssq6GltwplfRDjgpyY3g83rlpb24vf7efDBBzl16hS/+MUvuPPOO6/67r5CCCFSFsqALvca4spZWL0GaGxsxOVySQAgVpbq9fz6KxEATExM8h/PnyAjOw+Pu4csZxbtLU1kOx2cebWeLHsGff2jOP1uEtEESoWCyVAEozqVZuKZj+NyZaDRqGjunaYgAeSkkUCBUqmgusrJa01PM222YDSZmVFPUb19BwNd7cx4JyndsAWT2Uxkbg5XlgNTuiWVx69UEpqdZcY7idlqw5GbTzgYpL+7g3Srlf6udubn5qis2YbBaGKot4dpjweFSsn5U6+QnpFB7S0fSDUFa6zH5kyV3JzyjFG5ZRvGNDOj/b04CgqZn4/QWn+aYDBA7evlQDubz+HIL2RyZJjpyQlyi0ooLC0jMjdHT1sLpnQLY0P9oACjyYQ1M5OWM6eovfl2Ws68CoDFZmOou5OaW26nreEMpnQLpjQznqFB8ktceEeG2JlfQq6zeEnf2djYGB//+McZGhri6NGj3HDD0hqECSGEEOLSbd26FZAVALHCFnK44/H4Zc3nHhod5+TgBFtu2UVfRyvbb72V8aEBCkoKMRiNaDQqCooKGOjtI0uXRBlJnTcVi1NhTO0BmNNo0GhSAQs2A1NjIRzlTsZCqakJi0HNBq2X/liM+uMvcP2uO9Dp9cRiEfTpGXgnPAz1dKFQKinftIVEIoElw4Yjv4hIJMJAZxua+QgzU1PE4zEqt9QC0HG2gdzCYsYG+pnxTpJXUkp+SSneiXES8QTGNDPutmYGu7vYecddqNVq+ttbqNqyDf/0NO7WFjQ6LSUV6wn4fVgy7azbXMNQn5vJ0REys3OwOZwE/DO4qqqZnwvT2XSWgH+GTTfchFKpZKinC6/HQ25JKWOD/eQWljDk7iaRSKA3GvG2j1NUXsXYYD8arQaDwcig10tl7XZGutu557qN2JZY7767u5t7770XgOPHj1NRUbHs34EQQogrK7kCm3glBWhlPfHEE9x3331LOkeqAIlL8k6z+wsrAJdzH0Cbu5/fNHUTjSU49cKzkIjTdq6RyZER/NM+elpbyC/MJ5FIMHjuZbJNKlTx1P1o9JrF66jT3qg2Y7QZGUk3k2UzYjOl9jFoVAo2FerxDHZz4x33MDM9xUBPJ36fjwy7A2dhCVqTGbPdyVB/Lyef+TX23FTt+sHudsqqN1NUvh61Tk9uyTr6OlP1+jOzc7Bk2lFpNJRu2IJSqabxlRfpONdAYVk5mc4clCo1N3/kHqY949Qfe55wOAwoiMejFJVXULG5huE+N56RYWZ80/h9XmLz82zecTO5hSW0nD5FPB5ndmYapVJJujWDTTfcxMTwIA0vv0hmdi5arQbv2Ci5hSWMDfaR6cxBpzcy4/XiyC1gpM+NxWZHoVDin/aSVVCAf2SAvTduXfLgv76+nt27d2OxWGTwL4QQ17BkIlXGc3mP1f4U7y+XUoJaAgCxohYCgMtVCej5M+fomVdTVr2ZeCLOput2UFy1EZVaS9V1NxJVaImhwT04wfEXT2CZcZOu16CMJ4nGE/jfFJgk1G8EMS5nGn67HoAci472sTCFNh3Ts3Pk+VPVYWzOHHzTPmKxONFolKnxUYwWKxa7A60+jcINWxgZHqa18QxzoRDxeJxBdxeOvHxMZjMoFFRfdyMavYHGV47h93qJzs8xPxfCmVfMDbvuYHJsjPOnTpBMJIjMzTEXDrHxuhup3LqNfncXwUCQ4X433c1NGExpVG6ppaS8Cs/wEGq9gZ7WJrqazlK2cTMlFVXE43FmfF7CoRCekWGCgQCZDgdBv494LE5OcQmd5xvILSllLhQg5J/BkZuPZ3iAnKIS5ufCRObDZGbnEp0c4+M3biUtLe09f1/JZJJnnnmGO+64g02bNvHiiy+Sm5u7Qr8GIYQQQvT09PCDH/wAv9//ns+RFCCxohbSfi7HCsCvT53Hr9QTn/HR9NqrZDodGExpDPZ0UVBaBsD0+CgVm7eSSCSIzc2TOzFPLJ6gX6EisSkXi1JBS8sEGxLzJFRvXDsWT2DIznz9MyiIKjVoNSoCvgRl6UHO9feSSCTILatEo9MzOtiPb3yU9dfvBGDGO0l2yToA5sMhHIUuRoaH8U5MEItGCc76yC0sQavTMz0xQen6TZjSLXS3nic2H0Gn09Hf1UYS2HpjKpf/7MmXsdrsDLi7UClU5BW5MKWnMz3pYWZqimgsSvOZU4SCQbbdcjsA3c3nsOfmMT7Uz/TUJPacPIpKSonMzdFS/ypbd95G57kGrHYHBrOZoa4OCsoqmBwdxmp3YM/NY7ivB5sjm8C0F6s9C7PVRsIzyGc+Wrek7yuZTPLTn/6U3//932fPnj3827/9Gzqdbjk/ASGEEKtsJer4Sx+AlfcP//APdHd3/9Y9mG8+JgGAWFGXYwUgHo/zoyePYi1ahz0ri4DfR2FFFWZrBl1tbfi8kyhUKgxGIzlFJQAM9nRTVLYOS/0spz1xNu+qJtOip613iuoPV9H9Utdbyhh4IgrKK7MhNgOARpv6o6FVQppRxexIB3FjNhl5xQAkFZBRVEZPWzNatQZrlgOAybERLFk5KBQKAjNe1m29DoVCwcRgL9FYgo5zjcyHg8xl2GhpPENZ5Xrs2blMjI4QnQ8Ti8XoaWtmanSE2ls+gEqtZrC7E61ez+T4GN2t5zGmpbGuegtzoRAKhQLX+mpG+nsZcndjtWelqgIFZnFVbiAajeBubWJ+bp4C1zqGe7pQqlSo1BqmPeNsuuEmOprOYjQaMJiMDPd0sunGW2g4/iKO3Dz0RhP6wCQf3Hbdkr6zRCLBt771Lf7qr/6KP/mTP+Ef//EfF38bQgghrl1Jll/FR4b/K8tqtVJfX096evq7vra3t5e9e/dKCpBYWSu9AuD1+TjyajMFW28gSZKOs2cYGxoiKzcfvdGEQqmkatsOjDYnXW0dDA8O4G5rRaVSMtN7lsh8jHhBPrb01MyzQmfEYNBQfJOLiOqN+DeqN5KToaNjLABAmj71OSzaJKVOI8mBk6Rl5TLc0wlAPJEkzWrDUVKBd9rH+OgYI309RIIB9EYjsUgEa6YDhULBcE8H9px8rFlOTOnpbLz+JpJKFeuqqkkmkzSeeJFpzygKIBIOkZaeTu0ttzM60Ev9secIBfxk5eZjTDOTW1RKblEpbWcbaGs8QzQSQaPVEZmbY9utu3BVbuDsK8eIxxP0dbSRSCTR6vXojUZG+/vIyitApVYzOz1FVn4Bgz0dGE0mNFo9/ulpbM5sBrrasdhsaLRasuMB7rhxaYP/eDzO/v37+au/+isOHjzIN7/5TRn8CyGEEJfJtm3b3tPg/xvf+AZlZWU0NDTICoC4NO+2CXglVgAGR8Z46lwXWqMJm0KBJTOL8dFRVBod05MetDodOmMqHz0WjZBTUoY1y8FIv5v5+QTJrmfQ680UOm0oFAkSiQTG1/cA+8Jxkvn5JOfGUSgUhFCj1aqZ15mBJHaDkqGpADaTltGpELXFJroMRgxKFR31r1GwYQsAwVk/Fmcu6ZlOpseGScRi9Hd1MDnUT3ZhIZ7xERTRGOPDg3gGe3Hk5nHy6afIystlaGocg16P3eHEOzZKwDdNSeV65sIhml97hVgsztabbkOhUHD+1RPojHrUah1JIN1qpXJzDfNzczS9eoKMLAe97a3MzQVZX5NqTOabmqSrqZGam27n9EtHKd2wiRnvJAHfNAW15TS+cozam2+n9cxraPRayopdNJ06waYdN9N1rp7NdhMVxYVL+s7m5ub4whe+wJNPPslPfvITHnzwQanxL4QQ7yMLG3mXew2xcp555pnferyvr4+9e/fS0NBAMpnkwIEDsgIgVtZKrQC8fOYsTza5yauoxmixMTbYj39mGp3ZSmZeEYG5CB3N58lwOAGY9owvpuEkY1GchcXMzkxyy+4NKF8fgPaOzpJtTZUA9UfUbNqSw2AstfE3oknFwkqjCQCjTo1nToFJr2YqEMVlV0P3UVAqiaBmpKcLgKnhAdIzU/cQCfnJLHCRnlNMtqucjIIy4vEkxZtqiSeTrN++g4Dfj9liIezz4h3qwzfax3hPMzpNklxnBgNtjSjic2TnZGOxWmh97SQtr71Chj2LddVb0RsMRMJB5sMh2s+epq3hFFt23kJBWTnJZJyC4jLGhgZoeOUYiXgcm8NJf2cbuYXF+MbHUas1ZObkMuDuIsuZw8TwIEmSmNOtDPX2kF1YwvT4KDeV5i158D8zM8PHPvYxnn32WZ588kkZ/AshxPvQwh6A5T7ElfGNb3yD0tJS6uvr2bp1Kz09PfzFX/yFBABiZb25D8Cl+o+nnqY3mUYsFgPAlG4hqVDS391FhjMHgLQMOypTJq3nzhHw+1AoUysPsVgMU3oGsVgUu92M3qAjHk3dSyCiRLtQ91+bhlqjwWuyEk8k0JlTSwNms2ExeFGabMTiCcZ9UazqCC69h8mBXhyuKkzOItrOvAqK1PUicyFMFhsAUwNdWLPzCM74yMrOZdY3TXjGS+up48xNT2LUJMlzWtjziXuoqFjH7bfvpKIsj2jIj1YFBq2SZDSEOc1AcakLg9FINBSkv72FWGSeeCKO3mjCkVvAhtrr6W1v4fyrJ1AqVSjVKpRKJRmZdvRGI1PjY7jWb2RiZBidyYTOaMAzOICrYj3+GR8miwWNRoN3wkPRugqCXg83F2ayvrxsSd/ZyMgIH/rQh2hvb+e5557jQx/6kAz+hRBCiFXS19fH9u3b2b9//+Ks/5kzZygpSe2VlABArCiFQoFSqbykAMDr9fL3/+f/0R+Mk2a1kZVfwvhAPwBanZ5wDKLz8wCMuLvIzC8ms7iS1qY2ZmcDqbr/ne1Y7Fn0vfILSktSwcLCZt+48o0eALHXf/rrNzp4aTTJ+tJUBaDCTBWtnlTgoVCpOam7DtutD9IQqyIZmUcbGgZAqVKhN6aj1FsZ7mxhrLuNtNdXAgwGPQqFgjF3O1Pjo4x2tzHR34cmGcOelUFOdgY5edmcPdOIKU2PZ9JLR1sX1ZvX84HdN6PXKIhHw8yHAkyMDmIyGcgrKSHdko5GrSYRi5GIxwkFZulubUKj1bHlxpspqdxAW/1pHLn5KBVKfFOT5BSW0NN8FostE7VajW9iguzCIga6OzGmpZGIxQkFZ3HmF9DfchZnbJa2lmba29uZmpp6Tys57e3t7Nq1i3A4zIkTJ9i+ffuSv3shhBDXhkQiuSIPcfm806z/m0kAIC7Jb5vdValUS04B+uXzL/HN//hPXDt2k+HIIxqJoDOaFisFjA4O4HCtZ6A7tQk3lnjjHpQaLerMQjo7ewgGUjVwjTEvZkPquJYoAEnFGz/3QDAIgN6gI1lcvLhyoVQqmTfYSCaTjKpzKa7egNmgIad8EzHHFnKS/czPzTEfDqLSp6EzWzE4Sogr9Yz29dNx6jjhSJKOxjM4StbhGx8lEvBRub6C627aSXFRDuWV5Xi901y/YxslrmISySQ33XYzo2OT9HS7Cc/FKCxxodNr2bB5M9nOLHrbmggGA5jMZtLS0tBoNahUSnILi9EbDPR1tnL2lZcpq97M7IyPgH8GZ34hI309lKzfRDyeIOD34SwoYmJkmHxXGfFohPn5OTKduSRmpnjwtuu5+eabyc3NZXp6moaGBl566SWampoYHx9fXJF5s1OnTlFXV0dWVhbHjx+nrGxpKwdCCCGuNUmSyeU9pA7Q5fFus/5vJgGAWHFLXQE49MgvaPdFKNxQg0KpxJaTz+TwAABWZy6tp19BbUs1j0pzFOJuOU+aLWvxfI3OgFKlwpiZS1Rr5cxrr2E3azCoY8SiUUzaVDCi1+nfOOdN2981lgymA9E3/t1komFcxaZbbqendwxbhplxzxSZ9kysxVtoe+Fx/GNDGKype5gZcWPNc2GwObHm5GHKyiPNpKf1+FHMBg32zEwsmXb6erpR6dJoqG9BozXQ3tnP88+8SG5eLjq9ntKyEoLzEJ6bw5yezsZN1bjbW2hva2PDtuvJtGcxHw6RkWnHNzlJMgmzM9OkZ9hQKFSkZ2Qw450iHA5hy3Iw1NtNbnEpU6MjROZDZGQ5Ge5zk5WTz+ToCIl4AktGJsrZSe6/7QZUKhXp6emUlZWxY8cOdu7cicvlYm5ujvPnz/Piiy/S0NDA0NAQU1NTPPXUU3z0ox9l+/btvPDCCzidzqX/WIQQQgixbO9l1v/NpAqQWHFLWQH4h3/9IckMJ8UVm1CpVIz1dZFTUo5KnUrXUSiVzM7FsRhSm3M1ej3RhJJQMIQ+zUI4MIvKkKoE5BsbJi3DQaTPTUG5nTx7iI7eSSozUgP/aDQCqInHExgNbypLqdTRO6MkIy0VBFiMMTqsleQplSTVC+fGKMvNYjqQ4LrqEs72uYnHwZrvQqNNpfz4xwfIyCmg58wxAqO97PhAHYnIHJu3baOno5VNNTWo1WoCM9MUuUqYm5vDlJ7B+JSf3u5eovEE1Vu3olAoGOgfZHxkjIKyKrISCUYH+nFVrqenrY3+nh6ceQXYHE5mfT7OHHueHXV3cur5Z3BVbUCt0dDb3krtzbdz/rWTFK8rx2S2MDk6TMWWbXSePUNe6TqM5nR0/nE+fefFG3wZjUaKioooKioiEokwMTHBxMQEra2tfOYznyEej1NRUcHPfvYzzGbzkn8nQgghrj2J5PL7AEgG0Mravn37Wyr8/LaB/wIJAMSKe68rAF//18PY11+HPbeA/o5W8tatR6tJVemxOnMZ6e0GFBhyqxjtbievfD0AcVRM+0KYzAH8U+OYnUUAxOaDqHU5lOdr0CqCKBQKolEFSuXrqUDKVFAyOhOlvDA1e59MJtEazARjUWAagHBCR9KUms1WvJ42ZEpLe/1682zeWo0v2MjAxBh+r4d0u5PJvnbmA34GWurRM8/2m29jfLCf/JISzp56lVgkzKBKQSweY115KQADPb2s25D6TN1zUeZDYTyjYzhzcwgGQ1izcggGAuQXFWEym3nl6DO4NmyiYJ2DGe8k7ecaSM/IJKegGHdbM5kOJ8lEAu/EGHklZQz1dGEymVAqlMxOe3Ft2ER38znMGTYUKMjTxLllU9V7+k61Wi15eXnk5ORw4MABnE4ner2ecDgsg38hhFhDEgmWncO/Qq2CxOvq6+spLS3l2Wefpbi4+D2dIwGAuCTL3QPwyG+ep+SGXYwN9JGVV4gpLY1EIoE508HUyBCZufkkYlEmg2DMVKHUpGbi5+fCzIbimDIduNs7yMqyLV5TbzQR8k/jyk9DFU7l+PdPzhMjHY1Wh/L1AX4gqiZXnfrpj3nnKC2pIhZLMDQ2Tr5Ny1DAQDQttQKhUab+J2fQpUqbWtONZGZmULquhDKNicGhMWYDfoKzAdKNesquq6F84xbGh1KD/7R0C71tLVRtu55oNEpP81k6ugaZC85iy0gNnMPhMEq1hqrNFUxPeTl54hQVG7diSjMTmPXTePIVtGnpbLttN6ODA3hGhkmSZH4+jMmczpC7i2237qLxxEsY09KxZeXS297M1p230t1ynlAohCXTzkh/H/bsHOZmZ3BpIlTtWNpm3Vgsxp/92Z/xgx/8gG9961v80R/90bv+FoQQQghx+e3atYsDBw4AqcnNd/u7WQIAseLebQXgp0+/yHggwrryDPJKNHjHhsnMLWCoq4Ocskri48PMh4OMeGZQmTIAUFscePrdaDVqTJmp6j56ewme0XaKs/IBSCQVqMfOUnRDBU2nOnjGZ8FU+UGyS520t7uxOg2cGm5Ckwgs3os/aiDHaACgpVOP0xwFSxFGQ6qjXrYjg6GhcXJz7LR19ZOd62R8zEOmxYTRXkAkEmXD1hK62ltIxpOoVGpaGl4jt6CItHQLnuEhsvNT9zfQ2U7V1u0oFAq6Ws6jNGRw/lyqUtBNdak0nHgsSnZBKf1uNyWlZcTjcYwZmSSTMBcKkVtYRFtjPZZMB0ZTOnOhIPbsXHpamtDp9ZgzMujvbCffVcb0hId4NIo1w8ZAZyubb7yV3tbz1G0qpzg3e0nfaTgc5nOf+xxPP/00P/3pT3nggQdk4C+EEGvQGxt5l3eN1eZ2uxcHzFarFbfbzb59+9i9e/eSr3X06FEOHTqEz+fD7XbjcrnYv3//Ra91+PBhjhw5wr59+6ipqcHlcuF2u3nsscd45JFHqK+vX/L719TU8P3vf39J50gAIFbcO60AzM/P84NfPourdieZCgV97c04i8pIROdJJBLoDalZ/gQKmurPosuuIDI1ADhRqdTMJSAWDEJ6atY/FpnDO29C3d6MxeFEbUyjyqCnb3CSgGUTFVXlDPSlyohGE0qyc3MgN4fnnz5KxXwcg07FTDjB68VCiSrNtI1N4dq6nrHxKaKxGCaTgcHhSfJVKuZjScxpRlq7eli/aSNNbV2UlVfy5ONPsPXWOtLMFgDazzbgD4TwtTQxPeFhx+27Ul2ITSYUCgUz3ins2XlYbDZi8Thak5mOlnYy7VYmJ6YoXb8RR14eHU2NzIXmWL/tBgBGB/ro62xHbTAS9PuIzocxZ7hwd7Sw/dbdtDWexjfhwZGXz9ToMPll5RjT0hgfHSanqBTvyCAfqi6lcImD/+npaR544AGam5v51a9+xa5duy7hVyGEEOL9IJlcfhnP1Q4A3G43tbW1PPfcc9TU1Cw+X1tby759+3jooYfe87UOHz5MT08PR44cWXzu4MGD1NXV8dBDD3Ho0KG3vN7n83H06FGOHj36luetVivPPffcJX0em8327i96G6kCJFacSqW6YAVg0uvlybNdlNbsYNTdydkTL5KIJxjobCcwG6C94TSBQIAzx15g1A8JRWovQAL1G8GELo2xkcnFaybnA6TZnARUTtxNZwlODEM0zNmBKGXlpcRiUSxpqevwptlqZ9lmnu/WpJbIdOmLz2/cVEHzVGpDsdNho71zMHWqOnUN4+srBUaDFoVCQdg/yYljJ9j2wXsY6ukhHo/jGRnCUViCs6AIbZqFvMqNdHb3cOyZ3xAIhYlGo0xNTGB5/Q/r9MQEOYXFFJRX4e7pJ5FUEAoGCYdCaPRmCtatp6e1mXg8TnB2lkQyiXdkiPx1FWj1BiaGh8gpKGJqbITI3Bx5rjL6OtuxZGahUqiYnpggv6SUWc8wd1aXUJift6TvcnBwkA9+8IO43W5eeOEFGfwLIYS45u3du5eHHnroLYN/gIcffph9+/bhdrvf03Xcbjf19fWLKwkLvvzlL7Nnzx4OHz7M4cOHLzhv9+7di7P/u3fv5sCBA0xPT19wP+/VM888s+RzJAAQl+S3pX8olcoLVgCeeq2JUDSGZ6ifuVCIDduux5Jhw2A0kIhFSbc7mdNYMFqz0JszUKpSVXp0Gdl4B7sBSIZDxJXGxWtH50KL76dNz2Wqs5H0ohoyHTmoVCp6uvtwZKVSiPT61OA9kUig06iovL6OlzqSzEfeCFQSSfDF0t/4fNpU5aFkPFUdSEUEgDSDmv7+EWYUFvQZDpRKJcUbNtHd1szc3Dym9NQ1Zn0+0tKt2HMKcBaVYisso7unl9GxcVrONjLQ001OYTEAnuEhCkrLKapYz9TkJGdOHCenqJi0dDP5rjJefe5p0jIyUSgU5JWVMzU6TGDaS37pOqYnJ9CbTGTYsxjs7sCRk0skMs/srB9nfgG+/i4+/9HdpKWlLek7bm1tZffu3cRiMU6cOMHWrVuXdL4QQoj3n+X2AFiJFKLlaGhooKGhgbq6Cyvg1dTUYLVaLxjQv5NDhw5RW1t70WNf+cpXFl/zdgcOHKC+vp6enh6effZZvvzlLy/hE6wMCQDEinv7CoDX60VjNJFfUop/xofJYmWsz83o4ABGk4nc/AK8fR2EPQMYrFkEpz1oLVmEpidQKJVoXi8JOjY8RlLvYGY0ldYzPx9ZfI957xA1tdVk5eRi0KdeH0+8sQlGr0sFFF1d/eTkpAbtSudm4po3VgB6hqYpXr+ZaDTV8CoWSwUa6WY90ViM3CwL42MTDI9Oc7JljKySKubmUp2JFQoF6TY7k1M+grN+orEYaRYrALOvf2aFQkE4GKSi9gZy1m1geHiEoaEhOpvP4xkZIj0jFaz4vV5qb/kAo/19dLc0MTLYjzXLwbC7i7KNWxgb6CfNaiMzJ4/+rnbS0y2olCq842MUV6xnxpvq4GuzZzE/Ocq9N2xBpXpT2dP34MSJE9TV1ZGXl8fx48cv2kRECCHE2pOqArT8x2p55JFHANi2bdtFj7tcLh599NH3dK2Ghgb27dvHwYMHLzi2MJvf0NBwiXd6eUkAIFbcm1cAhoeHOX36NNPjY0yMjqDV6sh3leHasAlHXh4k40x6RjClmch12olM9qEIT6PRG0mGU1V7MKQzPdRDRONAoVQSmI0wH5plLqEDYG5ygFt3bqKyqpxEIoEikRqUG41GAGZmZjEZUttdImgXB8MzoTgBVRaB4BwAs3ET2bnZtHb0AZCWZiCRSJDjzKSjYwCtTs1zr7QSyN6G1ZnKo88qLGG0v+/195nBuW49I2MTNJ86gTUrVUp0ZnKMNEtqcG80p2bhg7Mz5JaUklNSRlKtwV5QQl9PD68cfQa1To9SqSQ9I5PA7AwZdich/yw5xS5621uxO52QTOIdH6W4vIoEqSDDnpPLUE8neqMJs9mCxjfGZz6ytM1MyWSS//qv/+Luu+9m586dHD16lKysrHc/UQghhLgGLOTeW63Wix632Wz4fD58Pt+7Xquurg6r1XrR1J33cv5qkgBAXLJ3SgNSqVTEYjG6urpoamqiqKiIQlcpmc5sJsZG6W1txjM0gCKZIKfIhTXDxtabb8eaYWFuZhKTch5dcAiNKpWyozGk4x0ZRa1NDfgVJidT/V0YM5yEJ/vZfYMLtSKGNcPKUF8/BfmpgXcimhrYj4xOYsuwvH7Tb8yERxIKCssqaRmMkEgk8M+lPlNCkUoXys1x0NrRj0KhIJJQ88uTIyhyNqFSqYklkql70+qYj8wzFwoQV6buLyOngJhKT3dnJ7Mz0xhMqXKfwVkfWn0qKPFPTmC1O0gkEqgUKiw2O2qNjsqt28nMzqXp9Enc7S1Y7Q6mJz1YMjMZ7unGVbWBSCRKYNaPzeHEMzxEJDxHVm4+Y4MDOPIKUalUFJlU3LZl/ZK+z2QyyQ9+8AMefPBBPvWpT/Hzn/98yWlDQggh3t+SySSJZT5WMwXo3fL7FwIDr9f7rtf68pe/zPT09EWr/Zw5cwbgosGB1+vl4MGD7N+/n/3797Nv376L7hW4nKQKkLgswuEwbrebDRs2UFBQwOnfvIgizYIzv4Di8ioUCgXnXj1BAgWeoQEys3Nx5heiVKmwZ+dy6sXnKcjOZHK8mXBkHjVRFPOjzEWSBIJzmOITBKdHuKF2A3NzIWYnJmhtVTDlGSUxP0uaUUu6OTWQjyffCFSUbwpaNJrUgN2cU8rRV45Tev0dAFgyMwnPzWHQ60moDPhnQ7zaOk7Otg+TGE1tDM5w5uEZ7CO7yEVGTj5drU3kVKb+kCcSCbRGKzpbHm1tbdjS9SgUKgI+L4UVqUG5UpmKvQe72iip2MD01ASzvinM6WY8Y8MUl6+n81wD3tFhKrft4OyJY7jWb2BiZJhoNIIjN4/m117BtX4jc6EAA12p0p/hgJ9Km4HrqsqW9H0lEgn+7u/+jn/4h3/gL//yL/mbv/mbxXsUQgghFiRZgTKgpM7v7u6+4FhWVhYOh2NZ1/9t3uvM/HJn8BeqAi3sBXizAwcOcOTIkbesQtTW1lJfX3/RPQOXgwQAYkVFIhFGR0eJxWJs27YNu90OgN3pJBgOMT3hQZkEW04uWQ4nuSWlxCMRZqamCM/OMOv3Y0wzY86wU7V5MwAd589hqE5nqKcLuzOHwtIyxgYHSDObceTm0dveQvWNHyAWi5E02LDm53PuzGtkpGkZmBxjPhjBPxsi3WxEp0sN+qemvNgdqdQWkzmdsfkMcoJB0sxm7Fl22pvr2bq5gvlIjF83TGAq2pR6bUYm055RMhw5RCOpPQgqtZbJKT/ORAKlUsnEYC9pWalqOwqFApWtiOl4gvHRScIKN9NjQzjyC3C7BwjMzDI4PIx/dAhXVTW9Ha0olEpyC4rx+6ap3LqN4Z5OsgsK8E14yC4sJpGIM9DdiTO/EIVCgW9qik037KTnfAM7Cu0U5y5ts240GuWP//iP+clPfsL3vvc9vvjFL0qNfyGEEJfdvffee8Fzf/3Xf83Xvva1K34vb/deVgDeSUNDA4cPH2bPnj3s2bPnLcf27Nlz0U2/Bw4coK6ujrq6ugvOuRwkABArJhAIUF9fTywWQ6PRLA7+AfzeKewVm9AbTMRjUSDJ2OAACrWagN9PUUUVkM/U+CjhUIjJ0SG69AbsWZlk2LNw5OZCMok5PZ2WhtPodTqsGRkM97lx5hWgUCjobmtl45YtAKSbzRRVVjE7M4N6Lkz7VAzP6RbsNjP5+U7Gp0IUlhWk7m1mhpLqGtx9g2zamErX0abZmZkJ0DoQwFJWg04Bk0P92POLmBkbJMORg86USo/xTYxhKdlK97lGyrfWEovGFmfPFzYwK5VK0h05GDKcBH1e0rPymB4ZpGj9JgK+KXILC2k5dZxtt+3COzHOaL+bzJxchtyd1N6yi/OvnqBoXSUz01N4x0fZeP1N9He0Eo1EyC4swjsyyEdqqnDaM5f0nQWDQT772c/y/PPP8+ijj3LffffJ4F8IIcQ7Sm3iXd4KwMIm4F/84heUlb11xfpy7zuzWq2XPT9/79697N69+y29ARa4XK6LnrOQRvT1r3/9igQAssYvLtmbB4pTU1O8+uqraLVaXC7XBcuDFquFwZ4uxgd68YwMYTJbyC4qIqewGK1OS197CyO93UyODJHpcFKybh3rKstRKMDd00Pr2XNMjU+SkWknOzePyi21qPUG+nr76O3tp6e9FdvrAUdvVxd5RcUAjA8NkunMJjM7H6U5h7SCLbzaNIbPH168t+HRaSwZGWTmFDA8NAJALBbj2HkP2Rt34BnoQa3RkoilNhfrjamBv9FqZ7ini0nPFEqlEpXZgW9yHK3etHjthUIH3tF+TBmp/6kZX8+rVynjqNQaRns6GRvsp/q6GwgFA/gmJygoq2BisI+8knUM9/Zg0BtQqdUM9/XiWr+Zgc42IpEYucUuwlMT1JXnLXnwPzU1xV133cXJkyf5zW9+w8c//vEVGfwfPnyYuro6HnvsscVcS7fbzcGDB9+xXJoQQohrQyK5Mg+AsrIyNmzY8JbHxdJ/6urqUCgUl/R4e8Ot99o061KaawHs27cPl8vFs88+e0nnX6mqQbICIJZtaGiIlpYWnE4nGzduZGxs7MJOwPE4hWXlAEyOjTLQ3UFoNkAinkCt1VFcmcqNH+l3M9jdweTIMAqlirziEgqKSsgrzOd8fSMdrW0EfFMkFUryioqxOfOoqCqnpeEMkYSWkeEzEA3jKl+X6i5sen3T7bQXuzMbvdGIJbuQidERGs91UFleREKZavSVnpFBX+co5hk/I945IqQafi1shNVpXy8v+npwo9ZoiMfjhDBiBHRpVkb6u8gqKARgLhRAl5bafKxVKVGpNcwFZ9Gb0onFYihJUv/cM2Tn2HHk5JGeYaPt7BlUShWe4UHseYXMTE2QX1rOfDhEwD9Ddl4hs94JZmdmyC1xMdHTzidvuw6NRrOk76y/v5+PfexjBINBXnzxRTZt2rTEb/2dXY4uh0IIIdauSx1MX8w7Vf9ZsLA68E4z9b/NwYMHcbvd73i/hw8fZv/+/Rd0IF4NsgIgLlkymaSjo4Pm5mZKSkrYvHkzKpUKlUpFIpF4yyrA/FyY4b4ehns6iUbmKC6vIt2STn7pOqbGRulvb2F8oI94NErhukqyC4vJKy6hs+k8Q709DPQPolarqFhfxcZt16HTaek4f57pqUmG+gdRa3WUVbiortlKujWD1nNnOfXSC6g1WpLJJBPj49iyUrMKQz3dFK6rpKByC6cbO4lEoov3qdLoeelEI46yavSv9xNQvZ7Oo9KlNhWbM514BvoAmPH60JszFs/XmixMj46QSCSYGR/GaEnNIGg0qSBj3j9Fms2O++xreCamyHJY2Xz9jcSjEWKxGOHZAGZrBiqNllAwgFanJxGPEQ7Mkl1QyOTIIOk2O0ZzOurQDHtvql3y4L+pqYldu3ahUqk4fvz4ig7+F6x0l0MhhBBXiUSS5DIfi0sAq2Ah1eadqgG53W6sVuu7Bgpv99hjj3H69OkLBv9vfp8jR47g8/l+6/6CSwk8LoUEAOKSJJNJzp49S19fH9XV1ZSXly+mjyzkv795FcBqSSevuJS80nKCgVn62puZmZrEP+0lt7iE/LIKnIXF+CY9DPZ0MjU+wlwwQOXmLeQVFlBYVMDk2Cjtre2MDA0Tjcao3LyZjMwscgvy8IyM0NzYxIDbjVqrobhqI2ZbFnpLJu3nz+GdnKKnvZXJsVGcRammVoEZHxmOHDLzCmlvaaa7rY2YUktRZTWzvmmsjlxmJsYxWDPxTYxhyshkcsCNSq0hmYgRCYeZDGsWOxUDhGZnmUlmMtTRgsFgWHw+9npjtEQsStf5s+h0esqK87DZs4hEIuS5yug420Bmdjb+aW+qV0EygVqjIRQMkuFw0tfeRkZ2DgqlkrRIiI9et3nJ39uxY8f40Ic+RGlpKS+//DJFRUVL//Lfg6uhy6EQQoiVl2D5ZUATrF4A8MADDwC/PQC4//77l3TNhoYGHnnkkYvm/L+5qk9NTQ319fUXLRu6sGp+sWOXgwQA4pIoFArsdjvbtm0jPz//LccWGm29uRtwwOdjpL+XiZEhLFYbxZXVWB05KJQKZqYmGOhswzs+iiOviILScsw2O6FQiP7ONiZGR5iZ9pJfXETl+kqKXSXMeCdpPXsOn3eScChIXmEBG7ZUU+hy4Rkdxt3WzMTIMCQSFFVtxJ6bT46rnN7uTryTk/S0NjM6PIQjrwCd3kA0GsXr9TIfDpGR5SQS8KE3Gpn3T6M3GomFgqjUGpTK5OufX4lnsB+12Uko9EZH4kg0VQloTptLb1cvnr4uxtztxONxpob68PnnicUhTQcFJaUUl1cxNtBLLBolFp3H5shhfGSI+VAIo8lMOBTEnp3DxPAwheUVJONxLPM+9nzwliV9X8lkkscff5x77rmH22+/naeffvqS8xuFEEKIa9XC6vTFBusLg/D9+/e/5Xmfz8djjz120eu53W4OHTp00estHF+wb9++xU7Eb3fo0CGsVisHDhx4T59juSQAEJessLCQzMwLN55ebAUgI8NGblEJGY5sRvt7GehsY3JkEGNaOus212J1ODGkpeMZ6qe3rRmfZ5xMh5Oi8iryi4tJJhJMjgzR2XSemalJnLl5rN+yGUu6mZB/lrGhEbqbzxPw+7FkZuGqqia7sIjpyXF625qYnhhjLhTEmpVNXkkphRXric7P0dvewpkXn0OnN7Fh2w1kObNpefU4sUiE0Z5OzBkZJBIJ1OrU6oZalfpsCrWWgbFg6jmzE79nhEjQz1xCv/jZE1o7k2ELoyM+xoNGhiYiKOLz7NhWxebrbqCnrRmAvOJSzrz4LBVbaulsasRoNJFmsRLwz5Bhz2Kwu5O80jICM9Nsys5gx/ryJX1PyWSSf/3Xf+Uzn/kMn/vc5zhy5Mhil2QhhBBiKZab/rOYBrSKjhw5wqOPPnrBhtt9+/Zx5MiRC9JwvvCFL7B3714OHjz4lud9Ph91dXWcOXOG2traCx4ZGRlveb3L5aK0tPSC6xw+fJijR49e0BvgcpJNwGLFXWwFwKrX0DTQS5rdgbOgCGd+ISqNjuHeHpKxCPPRKCUVG7DaHRSsq8Dd1kJfewsatYZgcJZ1m2qwZ+fiqlpP0D9De9N5srw+EpEwWbm56E0GlEo1kfk5JoYG0ag1hAOzFK2rAMAzPEhgZobR/h5UajXpVhvWzCyy8gqIx+KkWSwMdXcwPjpEblEpao2G7tYWrM4cpr3TGNNTG3cVaj3JZJJB9yBBfwSrBVRaA7FIkPnENIb0VEAU8AygMWcDYDSnoVQqsat9bNqygYB/BktGBrlFJYz0uYnFYuQUuUgk4sxMTpJdUMSsbwqrLRPP8BDrNtcwMdDLpgw964qWNvhPJBJ87Wtf45vf/CZ/8zd/w1/+5V9ekQZfC10Op6amgNT/JGtra3nooYcu+3sLIYS4fBbSeJZ7jdW0kIpz4MCBxQG32+3mwIEDFy3BWVdXx9GjRy/Yx7Z379537Sz89mDioYce4ujRo+zbtw+v14vP58PlctHb23vFBv8gAYC4DC62ArC+vIyqZJLewWEagz6mR5XMhQKUbkhtQPV6xhgd7GN6YhyNVkcsHqW8egtAasWgq52p8VF0RgPZeQWUVlZhz86h/dxZuluaUCggmUhQumETRRXrceYX0Npwmv6OFlRqLXNzIco2bCYamSOnsBjf5ASj/X1EY1EikTmsmXasmXYMaWYMpjQ6ztVjybDinxhHoTOg0miYme7CUVRG4/O/YVZbgUH/xiaeUESJJuiDjFQAYNRpiCtTgVAyCarJc+z44C5M5nT6OjsIzs6iVquZHBulYkstc6EAg+5uksk4iXgcmzOHvo42tt22m/6W83ykpooc59JqI0ciEf7gD/6An/3sZxw+fJjPf/7zV6zG/9XQ5VAIIYR4Jy6X6z3/ffTQQw9ddALrUqsT7d69+4rl+r8TCQDEJXunweTFVgCSySSJRIKCHCf52Q6USiX9g0P0jvUxHVMQDIcpXFeJVqMju7CIsZPHGOhsR6lSEY9FKa5Yj1qjJa+ohIHuTibGRgn6Z9HqtLheLyHqGRlioKsDv3eSeCyKwWiiqCJ1rL+jlf6O1CZgjVaHPSePvNIyMp05+L1TDHS0gUpJIpbAnpOLs6CQvOJSZmem6Th/jnjIj3dkhPH+AQKz80SNPhQqFcroPBqNDrUpg5mBISyvr/Yt/JeZnfZQ6Yxx4+330tPeSlnVBorLK2h4+Xmc+UVsvP5G+jvbSZJkPhhCqzNgtduZGB0hu7AY71A/d9VU4lzi4D8QCPDpT3+a48eP8/jjj3P33XdfscH/1dLlUAghxGWwEik8q5wCJCQAEJfBwgrAQgCQTCaJx+MkEgkUCgVKpRKFQkFhfh7B2TZiE8OU5eTgHesl7J1gxmSiwFVOmsWCTm+grfEMAx2tTI6MYM3MorCsHLVaTW6xi9MvPEsiFsNgNKDW6Skqr2Sop5PswmIajj1PMhHHmGZGqzeSU1SMQqkiw5HNQFc7Xs8YiXgCk8VKgWsdACN97tQehMkJ9AYTNoeTkopKMh3ZtDQ2YMty4BkdYWZqiuzCYkDB5OQoc+EwWpOGyb7TGA0m8nJsmIwBFJlaTGY7CoWCDLuD7tZWdGoF+WXlpJmtAHjHR3EWFjE/FyY9w4rXM071dTtoOfECn7r7g+h0uiX99/d4POzZs4fe3l6effZZdu7cuVJf7XtytXQ5FEIIsfISyTc6+S7nGmJ1SQAgVtzCCsBCL4A3D/4XHtFolPPnz+Pz+di8efNbOv8FAgFOtXXj6Z/CYLNjsWWSW1SCUq0hFovS29ZMKDCL0ZyOJdNOWXUqjaj9bANh/wyBmRlszhyKyquwZGai1ek5+/KLRMJBvFNTOPILKCqvwpRuwebIpv7F50hEoxhMZlRqNSVV1Yz0ucnIctDb3kJoNnVNFCpy8vNRq5RUbNjAzLQPd3sbGZmZlO24niF3N1q9Do1Wz9TEOOFAiJobb6StuYVZ/ywjQ8PE52Yp23EzAG0Nr2E0p5OVV8hYfy9KhYL58DyFZesIDHbz+x//yJLz9d1uN/feey+xWIyXX36Z9evXr8yXuoKuVJdDIYQQQlycVAESK+7NKwAXm/kPh8OcOXOGQCDA9u3bL2j7nZaWxq7tW/jkrdu5syIPeyLI7OgAvqkJLLZMSqqqsWRmodFo8Pu8DLu7mBofIys7h+Kqamw5OcyFQkx7xhno7sA/7SW7sIiiyg1kZGXhn/Iy0NmGZ3iQcDBATnEJRRXrceQX4BkeZKCzjYnRYSLzc7iqqnHkF1FQuo7J0WGaz55nwuMhHArhzMsjMyeXys1baG04QzSZJBgIMj8Xwu5wYrFlEpmfZ9Y7RdA/w8atW8grKkk1RXN3QzxBbpGLga42QsEgGq2e3JIS1IFJ7rp+y5IH/42NjezevRuj0cjx48dXZfB/+PBhMjIyZJAvhBDvU8lkamV/eY/V/hRCVgDEJXunnPKFgX40GiWRSCz+O4Df76exsRGNRsN11133lmZZF6PVaqnbcR0AsY1lNHZ0MRlVMjs9RU5hMTkFxeSVlDIfDtNxrpHQ7AzTU5NsvH4nVnsWM1MTKJQKxof6ic7PM+ubpri8CoDRvh7mwiE8QwMkYlFszlxyilzYs3Ogsx3/lJchXxfBWT9p6RaKSl0Ul1cSj8dpP9vI8OAo4XCQuXAYS4aVonUVKBQKWs42UlBSylD/IMP9fazbsAGDwUA4FGRieJBoNEqeq4zZGR/t9adIs2aQjMVx5OdRaFCzY8fSa/w///zzPPjgg9TW1vLEE09cUHrsSrmauhwKIYRYeStRxnO1y4AKCQDECluI7jUaDe3t7UxOTuJ0OrHb7Xi9Xs6fP4/VamXTpk1oNJolXVutVrN9Q2rwzpYKzrZ1MhaYZmJ4EIvdQU5hEVm5eSSVXfR3tkEiQTQep3T9Ruw5+eS5ygifb6S3rTmVbhOJsq7IxazXS2F5FTPTXga72wkH/Mz6Zygsr8SRn8/k+BjhYJCxwX7m56Nk5eSQlZePIzubzrZOZqa9jAwNEVeocTodgJqmxrPoDAZKyisIBYO88tyzVG7ahKOgiHSrjd72FrR6HUG/j3gCrLZMKtJ1bKkoXfJ/70cffZR9+/Zx77338uMf//hdg6rLqaamhgMHDlxQKg2ufJdDIYQQQlycBABixSxU+kkkEmzfvp2JiQk8Hg/nz59HoVCQTCaxWq1UV1cvefB/MVuqytlSlaqL39btxu+fxKuARCxG8evVf6bGRxnoasfvnUKl0aAzGMh3rUOlUjHY3UlfewszUxN4hs3Yc/LId60jKzeflvpTuNua0Wq1zM/P4araSFFZBTlFxUxPTeLu7MTvDxGYmaa8qhyDwYBGqyUcCuGdnOTm3bfTVN9Ae1MLZosJV3k5zvxCus83MBcMogSC4TAKlYbi0hKKNdFLGvz/8z//M1/96lf5gz/4A/73//7fi/svVsu+ffs4dOjQRQOAK93lUAghxMpL/V2/zBUAyQFadRIAiBXx5s2+AAaDgaKiIgoLC2lra2N4eBiDwcDMzAwvv/wyNpsNh8OBw+FAq9Uu+/2rylxUlaVSS5rbOxkd7SOImkgkVUJ0rL+P7IIi2hpP09fegsFkgmSCkqpqBrs7sefkMdTThXd8jLlwmLS0dIoqUqsNQ+5u+jvamZ2eBBJkF5ZQUlqKMy+PxlMTdLS0MD83h0Gvo2z9BrJy/Qz2D5FMRKjcWEMymaTx5RdQqlSkpVvR6HSMjI2QSMRIT7eyIz+D/Gznkj5vPB7nf/yP/8F3vvMdvv71r/PlL3/5ijT4ejdv7nL45lKgq9HlUAghxMpbWOlf7jXE6pIAQCzbO1X6icfjNDU1MTU1xcaNG8nOziYajS6uDHR0dNDW1kZGRsZiMKDX65d9P9WV5VS//s9Do2N0jPYR9HoIWK2UVGwgEpkn3ZpB0+mTJDvbGB8exJ6TS+G6ClAoKChdR+PxF0gkYmh0BjQ6PfmuMgY623AWFDPQ1cHk+BixaIT0dBOlVRtIJBJMjY3S3tzMxPgkNdu3QtzO6EA/0cg8Wbn5ZDqzaa0/hT03H0OaGb1Gw0drKrAtcUA8Pz/P7/3e7/HEE0/wox/9iM985jNXrMb/e3G1dDkUQgghxMVJACAu2UJaz9sr/QAMDAzw0ksvUVBQQG1t7eLAT6PRkJubS25uLrFYjKmpKcbHx+nu7qajowOLxbIYDBiNxmXfY35ONvk52cB6PJNTtAyN4ZmagWSSTEc2uUUloFQyOzPDkLuH+XCIgN+PzZFDUXklAE2nTjI3O8Osb5r5uTBF5ZWYrVZsjmxeff5ZQIHeYEStVlO1cSNKZQdKlQrPyBAbt91AKDDL1OgII4P95K+rZGJoELNew54bapb8Gf1+P5/61Kd47bXX+M///E/uuOOOq2rwv+Bq6HIohBBi5SUSy08BWu75YvkkABCX7OjRo2g0GrZu3YparV4ciJ45c4a9e/eSlZXF888/T1pa2kXPV6vVOJ1OnE4n8Xgcr9eLx+Ohr6+Prq4u0tLScDgcOJ1OTCbTsge6DnsmDnsmAD6fj+OeAfyjg8xMeSkoLceRm8f48CDRyDzjQwOo1WrSrBk48/Jw5Bcy1NvN7LSXieFBwoEAWp2BghIXeSWp3P3W+tOEgkF840MYDWoKXGXMhYMMdLZRfcNNtDWcwphmxqJT8mDdzUtO2RkbG+O+++5jeHiYo0ePcsMNNyzrv4cQQgixVFIF6P1BAgBxyb71rW/x61//moKCAu666y7uuecePB4P+/bto7S0lF/84hfvOPh/O5VKRVZWFllZWSQSCaanp/F4PAwNDeF2uzEajYsrA+np6csOBqxWKx+99UYAAuvyaOh0440pmJ6coGLrdeQUFr9eqnOa8cF+YpF5vGOjbLoxVaJzfGiAaGSe0aEB5ubmsGU5yCksJCPLiVKpIrewiNaG1ygoqyDDmc1gdyd6Uxrp8Tk+8uEPLPl+u7q6uPfee1EqlRw/fpyKioplfX4hhBDiUiRXoBOwbAFYfRIAiEv2y1/+ktOnT/P444/zi1/8gn/5l39BqVSydetW9u/fj81mu6TrKpVKMjMzyczMpLKykpmZGcbHxxkbG6Ovrw+9Xr8YDFit1mUHA2lpaZRlZ9La2kphto35iT4SwRkmhgexZefiKCjGmV9AcC60WF40EolStnEzzpw8CsrKCfh9dJxtxDIxid83jYIEmfYsFMkks9M+iisqCfd18JEd1y/5/s6cOcPHP/5xCgoK+OUvf0lubu6yPq8QQggh1jYJAMQlUyqVXH/99Wzfvh21Ws3Xv/51du7cyfT0NPfffz8ZGRnceeed3H333ezevfuSNvgqFAqsVitWq5Xy8nJmZ2fxeDx4PB4GBgbQarVkZWXhdDrJyMhYclpNMpmkr6+P7u5uiouLKSsrQ6FQsGMTJBIJzrZ34ZmZZFqjRqvSLe4LGB8apLe9hdmpKXQ6Pfa8fApK1+HIy8czPIgjr4DW0ycxpKWjNxnITgbZWnfrku/tmWee4Xd+53fYsWMHjz32GBaLZUnXEEIIIVbSQifg5V5DrC4JAMSyzM3N8bnPfY7HHnuMH/zgB/z3//7fSSaTdHR0LK4MPPDAA5jNZj70oQ9xzz338MEPfvCScvoVCgXp6emkp6dTVlZGIBBYDAaGh4dRq9VkZWXhcDjIzMx815r4iUSC9vZ2hoeHqaiooLCw8C3HlUolNesrqFmfSrc5eboR30gv8yodiVgUV1U1I3092PPyGerpJODzkYjHmQsH6e9qx2J3oFQqWG8zsbV86TX+/9//+3986UtfYu/evfzoRz9Cp9Mt6RpCCCHESpM9AO8PiqQUYxWXaHJyko997GOcP3+exx9//KJVX5LJJP39/YvBwIkTJ9Dr9ezatYt77rmHO++8E4vFsuw0nlAotBgMzMzMoFKpsNvtOBwO7HY7avVbY914PM758+fxer1s3LgRh8OxpPfr6u2nzx+mb3iUgooNGExpTI6NYs/Oofn0Saq376C36Sy7NpZSsMQa/4lEgn/6p3/ir//6r/nTP/1TDh48uOoNvoQQQqxtLS0tVFdX89H9P8aaU7Ksa/lGe/nlgc/Q3NzMhg0bVugOxVJIACAuSVdXF3feeSeRSISnnnqK6urqdz0nmUwyOjrKz3/+c5544gmOHTuGQqHgtttu45577uEjH/kIWVlZyw4G5ubmFnsNTE9Po1AosNlsOJ1O7HY7AI2NjYTDYbZs2bLs2vT9QyN0TfgYnvCSVVxGKDCLKhHj1rKcJdf4j8fj7N+/n3/913/lH//xH/mzP/uzq7LMpxBCiLVlIQC488v/hjV7mQHAWC+/OvhZCQBWkQQAYsmSySQ333wzc3NzPPnkk+Tk5FzSNSYnJ/mv//ovnnjiCZ577jlisRg7d+7k7rvv5u677yY3N3fZg99IJLIYDExNTZFMJlEqlahUKjZv3kxGRsayrv92Y54JGjt7ubWmesk1/ufm5vj85z/PL3/5S374wx/y4IMPyuBfCCHEVWExAPiLH2FZZgAwM9bLr/7xcxIArCIJAMQlGRwcxGazYTKZln2tZDKJ3+/nySef5IknnuDpp58mHA5z3XXXcc8993D33XdTXFy87MHw1NQU586dQ6FQkEgkSCQSWK3WxYpCBoNh2Z/lUvl8Pj7xiU9w9uxZHnvsMerq6mTwL4QQ4qohAcD7iwQA4qoTDAb59a9/zRNPPMGvfvUrZmZm2Lx5M/fccw/33HMPFRUVSx4cezwempqasNlsbNq0CUgFBB6Ph4mJCWKxGGaz+S2Nx66UkZER7rvvPjweD7/85S/Ztm3bFXtvIYQQ4r1YCAA+/Gc/XJEA4Dff/O8SAKwiqQIkrjomk4k9e/awZ88e5ubmOHr0KI8//jjf+973+Nu//Vuqqqq46667uPfee9m4ceO7lv78zW9+g0qlIi8vj8rKysXXL8z8JxKJxS7EAwMD9PT0YDKZFo+bzebLNhvf3t7Oxz72MbRaLcePH6esrOyyvI8QQgixEqQK0PvD0oqmC3GF6fV6PvrRj/KjH/2IkZERnnnmGW699VZ+8pOfcOONN7Jp0ya++tWvcurUKRJva00Yj8f54he/yJ49e1AoFFRVVV00WFAqldjtdtavX8+tt95KbW0tNpuNkZERTp06xYkTJ+js7MTn8y279vGbnTp1irq6OpxOJydOnJDBvxBCCCGuCFkBENcMrVZLXV0ddXV1fPe73+WVV17hiSee4Oc//znf/va3ycvL46677uKee+5h69atfPrTn+aFF17g4MGDFy1RejELFYNsNhsVFRX4/X48Hg/j4+P09/ej1WoX04SsVuuSG49Bas/DU089xWc/+1luueUWjhw5gtlsXvJ1hBBCiCstyQo0AluZWxHLIAGAuCapVCpuvvlmbr75Zr75zW9SX1/P448/zs9//nO+//3vk5WVRSAQ4K/+6q/4/Oc/f0nvoVAosFgsWCyWCxqPDQ0NodFo3tJ47L0EA8lkkh//+Mf80R/9EZ/61Kf4P//n/6DVai/p/oQQQogrLZmAty24X9I1xOqSTcDifaW/v58PfOADTExMUF5eTn19PVarlTvvvJN77rmHXbt2rUi1n2AwuBgM+P1+VCrVYjBgt9sv2rgrkUhw4MAB/tf/+l/s37+fv//7v7+kFQQhhBDiSlvYBFz3xz8g3Vm8rGv5x/t49tu/K5uAV5GsAIj3jbNnz3LnnXdis9loaWkhPz+frq6uxS7EDzzwAGlpaXzwgx/knnvu4UMf+hBpaWmXtMHXZDJRUlJCSUkJ4XCYiYkJxsfHOX/+PEqlkszMzMXGYxqNhlgsxp/+6Z/ywx/+kG9/+9v84R/+oZT5FEIIcc2RTcDvD7ICIN4XnnnmGT7+8Y+zfft2nnjiiQu6+yaTSQYGBhb3DJw4cQKtVsuuXbu4++67+chHPoLVal32oHx+fn6x8ZjX6wVSVYiam5s5deoU//f//l/uv/9+GfwLIYS4piysAHzgDx5ekRWA57/7BVkBWEWSfyCueT/+8Y/5yEc+wt13382vf/3rCwb/kMrnLyoq4k/+5E946aWXGBoa4p/+6Z+Yn5/nS1/6EiUlJdx777384Ac/YHx8/JI3OOl0OvLz86mpqeHWW2+lqKiI06dPc+LECWKxGC6XSwb/QgghhFhVEgCIa9qTTz7JZz/7Wf78z/+cn/zkJ+h0unc9R6FQkJOTwxe/+EWeeeYZRkdH+f73v49er+cv/uIvKCsr44477uB73/seQ0NDlxwMjI2N8clPfpKRkRGOHTvGo48+ypYtWy7pWkIIIcTVIJlMLqYBXfJDkk9WnaQAiWtaNBrlqaee4t577132tZLJJLOzs/zyl7/kiSee4De/+Q3BYJDt27cvdiEuKSl5TzP4ra2t3HvvvaSlpfHrX/+akpLldU0UQgghVtNCCtBtXzxEuqN4Wdfye/p48V/3SQrQKpIVAHFN02g0KzL4h9TKQHp6Op/61Kd47LHHGB8f5/HHH6e8vJxvfOMbbNy4kRtvvJGvf/3rtLa2vuMMxokTJ6irq6OgoIDjx4/L4F8IIYQQVxUJAIR4ByaTifvuu49///d/Z3R0lKeeeort27dz6NAhtm/fTm1tLV/72tdobGwkkUiQTCb5z//8T+6++25uuukmjh49it1uX+2PIYQQQqyYZDJJYpkPST5ZfVIGVIj3QK/Xc+edd3LnnXcSjUY5duwYTzzxBD/96U/5x3/8R4qLiykuLubYsWN89rOf5fvf/z4ajWa1b1sIIYRYUcnk8st4yvh/9ckKgBBLpNFo2LVrF9/73vfo7+/n+PHj3H333Zw4cYI77riDhx9+WAb/QgghhLhqyQqAEMugUqnYuXMnO3fu5O/+7u/Q6XTS3VcIIcT7ljQCe3+QAECIFZKWlrbatyCEEEJcVhIAvD9IALBGuN1uDhw4AIDVasXtdrNv3z527969yncmhBBCCCGuJAkA1gC3201tbS3PPfccNTU1i8/X1tayb98+HnrooVW8OyGEEEJcKxYagS33GmJ1SQCwBuzdu5eHHnroLYN/gIcffpja2lp2796Ny+VapbsTQgghxDVjBVKAkBSgVSe7Fd/nGhoaaGhooK6u7oJjNTU1WK3WxdQgIYQQQgjx/icrAO9zjzzyCADbtm276HGXy8Wjjz7KoUOHruRtiTeR/RlCCCGuFcnk8lN4JANo9UkA8D539OhRIDWwvBibzUZDQwM+n+8dXyMuH9mfIYQQ4pqSSC4/hecqSAFaqcm3w4cPc+TIEfbt20dNTQ0ulwu3281jjz3GI488Qn19/WV77+WQAOB9zu12/9bjC4N+r9crAcAqkP0ZQgghxJW1kpNvPp+Po0ePLk64LrBarTz33HOX9b2XQ/YAvM/5fL4VfZ1YObI/QwghxLVmoQrQsh6rnAP02ybf9u3b966Tp2+3e/fuxdn/3bt3c+DAAaanpy+4/uV470slAYAAUisA4sp6r/szhBBCiKtFMpFYkcdquRyTbwcOHKC+vp6enh6effZZvvzlL1+x975UEgC8z0laz9XrvezP8Pl8sjojhBBCrJDVnHy7mib+JAB4n7PZbCv6OrFylrI/QwghhLgaLDv9ZyX6CCzDak6+XU0Tf7IJ+H3u3VYAFn5kV3Kj6dGjRzl06BA+nw+3243L5WL//v1rruyl7M8QQghxzUmy/Co+q7gF4HIUR/F6vRw8eJCpqSkg9fd2bW3tBRt6r6bCLBIAvM/t3r2bhoaGxYH227ndbqxW6xVLFTp8+DA9PT0cOXJk8bmDBw9SV1fHQw89JP0ILkJWAIQQQrwfdXd3X/BcVlYWDofjsr3n5Zh8O3DgAEeOHHnLWKq2tpb6+vq3jGuupok/SQF6n3vggQeAd4463W43999//xW5F7fbTX19/QUbXL785S+zZ88eDh8+zOHDh6/IvVwNZH+GEEKIa81KpgDde++9VFdXv+XxL//yL6v8CVPe6+Tbnj17ePbZZy/4O/3AgQMcPnyYxx577LK993JIAPA+t1CW6s0z7gsWctH2799/Re7l0KFD1NbWXvTYV77ylcXXrBWyP0MIIcQ1ZyUG/68HAL/4xS9obm5+y+P3f//3L+vtr/Tk2zulUC+kNX/961+/bO+9HBIArAFHjhzh0UcfpaGh4S3P79u3jyNHjlyx/P+Ghgb27dvHwYMHLzi2UA/37ff4fnY17s8QQgghrpSysjI2bNjwlsfF0n/q6upQKBSX9Hh7g64rPfn25nHN1TTxJ3sA1oCamprF1JuFQedCG+o9e/Zcsfuoq6vjzJkzF22MsRY3ul5t+zOEEEKId7PQCGy511iKZ599dlnv92YrOfl2+PBh9u/ff0FX3yvx3sslAcAa4XK5Vj295stf/vI7Nsc4c+YMwHv6A/R+8cADD3Dw4MHfGgBcqZbgQgghxHuRTC6/k+9qdgJeycm3I0eO4PP5fmvO/pvf42qa+JMUIHFVWNijsLAXYC24mvZnCCGEEGvBShZHWciwuFgZ84W/x9987GoqzCIBgFh1DQ0NHD58mD179lzRlKSrwdWyP0MIIYR4TxY28S73sUouZfLN5/NdtJrPvn37Frv7vt2hQ4ewWq1vqXx4NU38SQAgVt3evXvZvXv3Rf9AvN8tzB4cOnSI/fv3s3//fvbu3XvF92cIIYQQ70VqD0BieY9VTAGCpU++feELX2Dv3r0XFDFxuVyUlpZe8Pzhw4c5evToBb0BLuW9LxfZAyBW1b59+3C5XCu6wedaczXszxBCCCHWiqUWR6mrq+Po0aMX3af40EMPcfToUfbt24fX68Xn8+Fyuejt7b1oLv/VUphFkVztMEysWQcPHuTZZ59d04N/IYQQ4lrQ0tJCdXU1NR/9B0zW/GVdK+gbouGX/z+am5vZsGHDCt2hWApJARKr4rHHHuP06dMXDP7faWOMEEIIIVbfSnYCFqtHAgBxxTU0NPDII49cNOdfUmGEEEKIq1hyBQb/knyy6mQPwDUkmUyiUChIJpO0t7dz/PhxlEolu3fvprCwEIVCsdq3+K7cbjeHDh16xw2/sgIghBBCCHF5SQBwDVkY4H/729/GYDBwxx13kEgk+NrXvsYHP/hBPvnJTxIKhdDr9SiVV9/ijs/no66uDqvVSm1t7QXH3W73RWvpCiGEEOIqsRJlPCUFaNVJAHAN8fl8/OpXv0Kj0bBv377F5z/60Y/y/e9/n9nZWYxGI21tbVRWVvLRj36UjIyMVbzjt9q7d++7zvBL3XshhBDi6pVMsOwc/mRihW5GXDIJAK4hVquVe+655y2z+4FAgObmZp577jm2bt3KwYMHicfj7N69m1/96lf8+7//OyqVahXv+g1S7UcIIYQQYvVdfXki4rcymUwYDAbi8TgATz/9NN/+9rd54IEH+OM//mMAfvrTn/LSSy+h0WhQqVQkEhJqCyGEEGL5kiRTzcCW80BSgFabrABcYxKJBEqlcnFW/6//+q+JxWL83d/9HXl5eSQSCT7xiU9QWlpKeXn5Kt+tEEIIId5PFrr5LvcaYnVJAHCN8Hq92Gy2xfSfaDTKd7/7XVpbW/nud7+7mDuvVCpRKpXceOONi+dejRuChRBCCCHE6pCR4TXA7/dz1113sXfvXoaGhgA4evQo3/jGN/j0pz/Npz71KYDFVB9p7iyEEEKIy2KhCtByH2JVSQBwDWhsbOTs2bPU1dWRn5/P+Pg4n//85xkbG+NrX/saVquVZDKJUqlkbm5uxfoBzM3N8aUvfYnvfOc7DA4Orsg1hRBCCHHtSq5AIzCZqFx9EgBcA9atW8ff/M3f4PV6+bd/+zdefPFFPv7xj1NUVITL5SKRSCwO+r/61a8SiURW5H31ej1f//rXefLJJykqKuLXv/41kEpHEkIIIYQQ1ybZA3ANyM3N5c///M8ZGhpibGyMzZs3U15ezvT0NAMDAxQWFtLT08OpU6coLCxEq9Uudg1ervT0dGpra6mvr8fn83Ho0CEikQiRSASlUsn9999PXl7eCnxKIYQQQlzt5mY9y67jPx/0rMzNiEsmAcA1YKHyT35+Pvn5+QBs3ryZO++8k4cffphQKMT27dupra2loqIC4IIAYGG5balBwdTUFOf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\n", " Figure\n", "
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\n", " " ], "text/plain": [ "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from pyNastran.op2.op2 import read_op2\n", "\n", "# Define function to adjust axes ticks and labels' position\n", "def adjust_3d_plot(axes, colorbar=None):\n", " axes.locator_params(axis=\"x\", nbins=3) # set number of ticks of x-axis\n", " axes.locator_params(axis=\"z\", nbins=2) # set number of ticks of z-axis\n", " axes.tick_params(axis=\"y\", which=\"major\", pad=20) # adjust position of ticks' label of y-axis\n", " axes.tick_params(axis=\"z\", which=\"major\", pad=6) # adjust position of ticks' label of z-axis\n", " axes.yaxis.labelpad = 70 # adjust position of y-axis's label\n", " axes.zaxis.labelpad = 10 # adjust position of z-axis's label\n", " if colorbar is not None:\n", " colorbar.ax.set_position(colorbar.ax.get_position().shrunk(1.0, .66)) # decrease colorbar size\n", " colorbar.ax.set_position(colorbar.ax.get_position().translated(0, .14)) # move colorbar upwards\n", "\n", "# Plot buckling mode\n", "plt.rcParams.update({\"font.size\": default_font_size*1.9}) # increase default font size\n", "amplification_factor = 2 # amplification factor for displacements\n", "input_name = f\"linear_buckling_{no_elements_converged_mesh}_elements\"\n", "sol_105_op2_filepath = os.path.join(ANALYSIS_DIRECTORY_PATH, input_name + \".op2\")\n", "sol_105_op2 = read_op2(op2_filename=sol_105_op2_filepath, load_geometry=True, debug=None)\n", "fig, ax, cbar = pynastran_utils.plot_buckling_mode(op2_object=sol_105_op2, subcase_id=eigenvalue_calculation_subcase_id, displacement_component=\"tz\", colormap=\"sunset\",\n", " length_unit='m', displacement_amplification_factor=amplification_factor, unit_scale_factor=1e-3)\n", "\n", "# Plot node where maximum displacement occurs\n", "max_displacement_index = np.argmax(np.linalg.norm(sol_105_op2.eigenvectors[eigenvalue_calculation_subcase_id].data[0, :, 0:3], axis=1)) # find index of max displacement magnitude\n", "max_displacement_node_id = sol_105_op2.eigenvectors[eigenvalue_calculation_subcase_id].node_gridtype[max_displacement_index, 0]\n", "max_displacement_node_xyz = sol_105_op2.nodes[max_displacement_node_id].xyz*1e-3 + sol_105_op2.eigenvectors[\n", " eigenvalue_calculation_subcase_id].data[0, max_displacement_index, 0:3]*amplification_factor # add displacement to node position and convert to m\n", "ax.plot(max_displacement_node_xyz[0], max_displacement_node_xyz[1], max_displacement_node_xyz[2], \"x\",\n", " label=f\"Node {max_displacement_node_id:d} (max displacement)\", zorder=4)\n", "ax.legend()\n", "\n", "# Adjust plot, show it and save figure\n", "adjust_3d_plot(ax, cbar)\n", "plt.show()\n", "bbox = fig.bbox_inches.from_bounds(.5, .5, 6.5, 4.2) # create bounding box for figure\n", "fig.savefig(os.path.join(ANALYSIS_DIRECTORY_PATH, \"BoxBeamCriticalBucklingMode.png\"), format=\"png\", bbox_inches=bbox, pad_inches=0, dpi=500)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": { "pycharm": { "name": "#%% md\n" } }, "source": [ "Run nonlinear analysis with $P/P_\\text{SOL 105}=2$ and plot load-displacement diagram in terms of local displacement $u_{z,\\,287}$ nondimensionalized by the box beam width $w$." ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "pycharm": { "name": "#%%\n" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "subcase=0 already exists...skipping\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Nastran job nonlinear_analysis_14976_elements.bdf completed\n", "Wall time: 11224.0 s\n" ] }, { "data": { "text/html": [ "WARNING: subcase.py:683 nwords_to_lsem=1000 nwords_to_lsem//4=250\n", "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "WARNING: subcase.py:683 nwords_to_lsem=1000 nwords_to_lsem//4=250\n", "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "68d47947aa8143dea5884596b5e50ff9", "version_major": 2, "version_minor": 0 }, "image/png": 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Khpqbm2G1WpUh4OrqajQ2NipxuFwupRfrdrvR29sbNoxrs9lgNptRX1+PhYUF3HlnYjNsERUiXTAYDGbq5FVVVXC5XFGr9yRJwpEjR8IKGLq6upSCh6XFDal68803cfvtt+ONN97AbbfdtuzzJSre8C2w+IhLItP8+Xw+HD9+HDt27EBlZWU6wtOM5bRN/gdatP/HcikQCGBychJr1qyBXq/PdThpxbbln1y1K9bvaK6+m9Mhp/c8BUEIS45Lk6UkSejq6oIgCHHL6GUjIyMYHR0N2zYwMAAAmJqags/nS2MLYvvkbRvw8zcjC1FCHTt5Dv/PH3047rn8fn/Yn4VkOW2bm5tDcXExAoHYvfxckGPSYmzLxbbln1y1KxgMYn5+XvW7d2pqKquxpJNmCobkIarQQgn5WTUgdhl9qEOHDuHgwYOq+/r6+jA8HDuZpdP2SuAXWCwQiqX1sZex/+Pxp/gDFttQqFJpm8FgwLp16zA5OZmBiNLj0qVLuQ4hY9i2/JPtds3NzWF0dBSnT0fOsDY4OJjVWNIpp8O2oerr61WrBkPpdDq4XK6IMvpQ0Xqeu3btwquvvopt27YlFnwa7X7s5bjH3FFbja/viV4Z6vf70dfXh6amJpSXl6czvJxbTtvOnz+P4uJibNmyJTPBLUMgEMClS5ewevXqghr+A9i2fJSrdr333nuYn5/Hxo0bI/adOnUKd955J4dtU+V2uyOqDdV6moIgKMUO0dTU1KCmRv3ZvIqKipzcL2y8ZX3c6trXPGMYnVqIO3lCeXl5wd3zlKXStosXLwKApr/k9Hq9puNbDrYt/2S7XTqdDiUlJaq/2xUVFVmLI92yPret2+2OqMJ1Op0Rz7UZDAblmTLgahl9rMmsteqxL30K+gQ+6XizExERkTZkJHk6HA50dXVBkiRYrdawlR5sNpvqIydLh3YFQUBzczO6urpgt9thtVrD5uHMNz99LLFHUv7siZ9kOBIiIlqujAzbyvN1hs6xKVNLnO3t7aqPpMRbNinfJDJ8+/5FP06cPIe7ElilhYiIcoNLkmVRosO333721cwHQ0REKWPyzLJEh28/+zfPZzgS0hp5SkutTkPZ3Nys3IJxu924++678cgjj6juzwWLxYKuri60tkb+jql9trmOV+ZwOFBfX5/2WBwOB2pra1XPq+XPI18weebAA5+4Ke4x07ML+NoPf5aFaEgr5OXItMpisSi3Uerq6vD5z38+6v5s6+npgSRJ6OjoUF1pRu2zzWW8oTJ1e8pkMoUVXYbS8ueRL5g8c+Dhz92B1avil4r3v3MBniEp8wGRZkRbTUUL5PlyZWvXro25P5u8Xq+yvFq058CXfra5jFcL+Hksjyae81yJXvrmAwnNfbvvyV70cu3PlPS8/mO88PqPU/75Bz7yWbR85LOq5/u/X0x9eKunpwe9vb3KxCDNzc3o7+9XFr8OJU/qLooiPB6PUnAnL5ogr8HpcrnCFlNYul2NKIqwWq2or6+HJEmoq6uDyWSCw+FAb28vamtr4XK5YLVaIYoi9u7dC5PJpBqn2+0O2x/6Wk5q3d3dYRXzyXwO8ns4HA5lVRp5BjK3243u7qu/S2qFisnEu3XrVkxPT+Nf//VfwxatUPtcBEGIeo0cDgfMZrOyLJzNZos5EUzoZxM6HenSWOXzWiyWsIXM1a5lqOeffx6//OUvsW3bNuzbty/hzyNd16/QMHnm0NcfvDOh4qA/fLQbhy33ZSGiwvLBxBB+c86d8s//3g31aT2frLW1FfLEXs3NzRAEIeoXjtVqhcvlgiAIaG1tVeZ/lhOkPCwn36uKtn0pSZLQ3NysnNtut6O7uxtGoxFms1mZnMThcMBiscBms2HPnj1R1wOVhwHl/fLrw4cPK22TV5KRY0vmc5CTd2jyqa+vR3d3N+rq6tDa2gqPx5NQ4owXb19fHyYnJ/GLX/xCiVcUxaifS7RrJA+b9vb2ore3N2z5ODUGgyEsGcqTxCyNdekwb7RruTR59vf3Y+vWrdi7d29Sn0c6rl8hYvLMobu2b8azr7wFz/nYk9XPBwDz372CL9yenbgKxXVrN+H3NkefyjGRn0/n+dTEmzFL/rJ2u90wGAzKa5PJhJ07d6KzsxMmk0m5zxdt+1JHjhyB0WhUhu7kL215IQZ5zU+v1wun0wlgcZgv1mLaavsbGq5OOSn3hlP5HHp6esLOJZ9bTl6piBfv1q1blbjkZeDUPpdo10gmDyNHu/8ok3t4wNXPSl4OTi12WbRrKZMkCa2trejo6MDNN98c9f0zef0KEZNnjj39F/fhDx/txnychQ4uTs7g5XeAHTuyE1chaFky7KqV83V0dMBisaC2tjZusYg85Gc2m1FbW6t8uRmNRoyPj8PhcKC7uxs7d+5U5pFW275UtMW3x8bG0NDQEPZFv5xlAWPdw03mc4iVtNMpWryxPpdo10gWmhTTJfT6xVpIHVjsce7Zswf79u3D0aNHk3qfdF2/QsTkqQH//p3WhO5/vjsGvHfBh48W6Ny2K0m03lLoF2FPTw+cTqeS/MbGxiBJEnp6etDf3w+z2ax8aTU3NwMAOjs7Vbcv1dLSgs7OTkiSpHxB9vT0wGw2R/yMPFS39Et6YmIiauzR2rb0mER7jWazOeIRFKfTiWeeeSah91Y7Jt7PTExMKMdE+1zkONSukZxoE4kNQFiPVZ6OVO51CoIQtl9+DAWIfi3l929ubkZLSwt+85vf4Ctf+Qp+8IMfqMaVyetXiJg8NeLpLzcnNLftX/3g1ywgynOiKKKqqgoGgwGCIIQVafT29irDdSaTCYcPH1YKUpqbm2G1WuH1elFdXa0MJQKLX+4Aom5fymg04ujRo7BYLKivX7y3K1db2mw2mM3msO1LYwsEAnjllVfg8/ngdi/eBw7dDwCHDx8GcHW5QafTCafTqRT6RPscosVrtVqVno7H44HValUKhuT3Dk0aoZbGHyvee+65B5cvX4bL5YLL5VLiVftcDAZD1GskFzjJSTBWz6y6uhqNjY3o6elRCr1CRwza2tqUe45erxd1dXU4fPiwEpvatZTfX/5/yWQy4dOf/jRKS0vxxS9+MeHPIx3XrxBldEkyrciX1cq/9sOfxZ2+DwCKdMDLnYWTQH0+H44fP44dO3YkvapKrFXqcy0QCGBychJr1qxRVrGQv8zkwhZJkpSEkGixixaotS0ZWv4clts2rUpnu5K5frF+R/Plu1kNn/PUkMe+9CmsWR1/MGAhyBmI8tXSAhC5QjNb9/S0gp9DfuP147Ct5rzwN5/Hp7/WjcBC7OOmZxfQ9p2XcOTR+7MTGKVFR0cHurq6lOcFASirD60k/BzyG68fk6cm/fSxxAqIxidnse97L+Ppv+AzoPkk18OSWsHPIb+t9OvHYVuNevrL6lWSS3nO+1b8HLgr4LY9Ud4q1N9PJk+Nqt0kJDSBPLA4B27nCl3GrKioCIFAoGB/QYny3cLCAnQ6Xa7DSDsmTw17+HN3oHZjYtWnx06ew1M/ei3DEWlPWVkZAoEARkZGmECJNMbv92N+fh6lpaW5DiXteM9T457+i/vQ9p2XMD45G/fYF341AGAx6a4U69evx8zMDLxeLyYmJqDX6zXzr9xgMIi5uTmMjY1pJqZ0YdvyT7bbFQwGMTs7i6KiIqxbty7j75dt7HnmgSOP3o9VxYldqhd+NbCihnCLiopwww03QBAElJaWaurLbn5+HqOjo5ifn891KGnHtuWfbLdLp9Nh9erV2LhxI3uelDv/3NGM1sdeRpwnWAAsDuFOXp7FY1/6VMbj0oKioiJs3Lgx12FE8Pl8OH36NLZv35705A9ax7bln0JtV66w55lH9n+8FPoEO1b971zAV55KbhJoIiJKTMaSp9vtRn19vTI1UzQWiwUWiwVutxt2ux0Wi0XZJ4oiLBaLsj3euVaCIwfuQ1GCCfTNs178yeOpLwZNRETqMjJsK09MnUiykyQJdrsddrsdbW1tYavet7a2hk2OLE8IvdK93NmK+w50YyGB4tIRaRr3f/MFvPTNBzIfGBHRCpGRnmdLS0vCa7vV19cjGAxifHw8LHG63W7VJXLkGf5Xupc7W6FP8Opdmg7gDx+NP2MRERElJucFQ5IkKavXu1wuWCwWGI1GOJ3OiIVYE+nNjoyMYHR0NGzbwMDiIxxTU1Pw+XxpjT9b/H5/2J8AcOSR+7Dn8Zcxn0AV0XwAaH6kG3+642bs+ri2ViBRa1shKNR2AWxbPtJiu6ampnIdQspynjzlteGAxXuczc3N8Hg8kCQJBoMh7FiDwRB3wdZDhw7h4MGDqvv6+vowPDyclrhzpa+vL+z1vt8rxVO/nkUgwZ//p+Pv4ievvosHP6a90vGlbSsUhdougG3LR1pq1+DgYK5DSFnOk2fosjZGoxGiKMLtdkf0OgHA6/Wqbg+1f//+iBXnBwYGsGvXLjQ1NWHbtm3pCDvr/H4/+vr60NTUhPLy8rB9O3YA/+V/HMXkdGLPb41dBv7xtQX8w1/uzESoSYvVtnxWqO0C2LZ8pMV2nTp1KtchpCynyTO0pykTBAFerxcNDQ1h90CBxSHehoaGmOesqalBTU2N6r6Kioq8f76pvLxctQ0vfPPz+LMnfoL3LyY2JDM5PY/dj72MvZ/+CNruvjXdYaYkWtvyXaG2C2Db8pGW2lVRUZHrEFKW9ec83W63ct/SYDCgpaVF2SeKIgwGgzKUK0lSxDBtaE+Vwv39Vz+DxlvWJ/Uzz/z0dT7OQkSUpIz0PB0Oh1Ita7VaUV9fj/b2dgCAzWaDIAiwWq0QBAHNzc1hBUO9vb3KeVwuFzo7O5VHVLq7WTEaz2Nf+hROnDyHbycxRd+INI3mR7rxwCduWlHz4hIRpSojydNkMsFkMqkulrp0KFY+Vo2cZCk5d23fjLu2b8Zn/+Z5TM8mMqHfohd+NYAXfjWArz94J+7avjmDERIR5TdOz1fAfvyt3bj+2uQLA7797KvY972XMxAREVFhyHm1LWXW33/1M3jqR68py5UlynPeh+ZHutF4y/oVM8E80Uoxf24I0y+fwMLQBRRtWg/vjVsw/DMnyiUJHxRfgxdXbcD7JeVYVVaMa0qLccv1VfjCXbeidpOQ69A1g8lzBXj4c3fg3oat+P8OHcVcIjMqhOh/5wKaH+lGjbAK3/pPn+QvD5FGzJ8bwuUXfop5z3vA/DxQVASUlgKzs8DCwtXX8hJkpSVonJtD4Oe/w+Tk1ar8wAfDqOg/iZsBBAFsmvXjo5fG8PU1t+Ls7GqMAxgam8LPfvc+NhjKmUivYPJcIWo3CfjJt3en1AsFFouK9j3Zi9LiInS0NvGeKFGaxUyGgQUgeGUyax2AIv3VpCgLLABz89Ffz8xiFQBMz0a8t27Jn2UIYtf0ML5XcXU2soVgEENjUxgam8Kv3hrCkw/fs6ITKJPnCvPw5+7Aw5+7A3/y+I8xIk0n/fOz8wv49rOv4tvPvsrqXKI4whLi3PxiAtQB0OuXJMaFxW5fqKXJTxYEsJDagtaJLhUfBHDdQvTvh9m5AP72BRc2GspxdsSHG9dXrrjeKJPnCvXPj3wWR145jWd++nrK55Crc4t0wJ/fp53JFogyaVkJEbia/NQSo0boAHxQtCrmMW+/78Xb73sBAGeGJ1Zcb5TJcwVru/tWtN19a8pDubKF4OJkC8/89HXoi4Av3ctESvllaUL8g4UFBP79VYwD4YlxZjZyuBTIi4QYSxCLzZT/nIEOL67akNQ5ZucCeO7EaTz64J0ZiFB7mDxJGcrtfPZVHDt5blnnCixcTaQAsHpVMf7y8w28R0pZlXjv8ErXMBjeRSwK3ZbniTGUnBwVOqD4w7dgfNs2DP/MidWShKEr1bYjJeWoKitGiV6HixPTWAjGX0B48EJ+rlqVCiZPUhx48E4cePDOtCRR2aXpeeUeKbD4i7vtRgO+fH/9ihneoeVJuKo0NCGqfdEXUBJUVawHyspiVttOz83hmlWrUFRaAv2N12PVfXehePMmrAFwQ/PHAQC3A7h3yak9QxKeO3Ea734wjg8uRl9G7Ib12pgzNxuYPCmCnESXO5yrJgjgrbNe7Hvy6jSMa1YV4xObg9iR1ncirVGS4JnBxS/34uKrX+zFxdGT4cKSx6viVZUWitBkuLTaVq8HrrkGRatKw5JgLD6fD/3Hj2PHjh0pTwwvTc1E3Vek0+ELd62c2zVMnhSVPJx75JXT+OF/vIHAQvxhm1RMTs/j5XeBlx8Ln9VIB6CstBi3b6nGQ5/+KHuqGiA/XB84M4imKT8Cv3oD0gIQnLnypVpWBp2+CAgsXN0mJ8alCW5mVv3vhZoMZUU69eFjHYCSEhTftAXXfP7TcZNhtniGJHz5qWOYnYu9avDXvvB7K+p3lMmT4pILiwDgqR+9hn/51YBqEWG6BQFMz87D+c4FON/phQ6ATqXWvrSECTYWJeGdfR/B+cCVL2pd0n8G5+cB39UhO/mZwbD/F2ZmI//fmIl8rrDg5FlCTIQ8VNv/9nDcxNlwy/oVV9fA5ElJkXujQHYTKbCYTNVuZYUm2PJVxQgsXPnOKtZhdj4IHYBVZcUoKdIBOh2K9UXYVL045++YbxrVlauUv9+4vhJ/8OHr8Iu3PsDZC6k9v6Ykq3NDuH1+FgHPBfimLqFo03qUfOzDmPvtW8q0aKvuu2uxDSFTpS09JvS1bm0loAOCkk/17wujYwjOB6Ar1qPo2moEp2cQEM8u74NfaXQ6LASDKJL/pba00OjKkHM+JsREJdrbBIDSEj0e+vRHsxCVtjB5UspCE+mRV07j7//jDcxnaGg3Uf7pq8N9l0M6PJdnw4cBh8au9qDODE+E/f2VkGIptefX3nntXTz7b24M+gO4oVyPB/+oDsZry68WtYT0tAwAcHECASxOgzbXf1LZF/hgGHOvvbn44sq9P9VjQl7jg+H4f8eV2piRMRCuDldEq7Zd0ju8tLYCP1vmvcF8JPc0z17wwT89Fzdxlq8qQeOHNqy4yRFkTJ6UFqFDu54hCU++6Mbpc2PIcS5Ni9m5AL76zCu4rroCc5dncOaiH0FdERDUYXBKh77n3Pj25GlsCVxO/uRqzwxSdEuHR9UKjBBc3lCpb+U8biFLpqcJLPY2/3v73SsyacqYPCntajcJ+N7+e8K2nTh5Dk++5IbvUn7e/5q6PIe33x9ffKH0ZBb/nNUV4cVVG/AV/5kcRZeHSorDH6OIVm27AoZIteC5E6cTSpwrvbcZismTskJeoDtUPvVQqyuvgXHjWrz+9hCmg7rwyqVgMO5UZoUoCEC3phw6XdGSals9EAiEV9vOz0NXVAS98QYmQY2Qh2nF8xLOj/njHs/eZjgmT8oZuYfq8/lwfMk9Js+QhO//9Hd4870xzM4HEFSpFAoG1acOTbfSEj2+81/+ALWbBBz89mH8YmpJya9OF3MS7ZiKr/wKZmv4tnLNYnILnYstyT91xXoEN62Hq6IYTff/8Yq6L1goPEMSvnzoKGbjLFFYI6xGxaoS3LACJ36Ph8mTNKl2k4DOBBbhlpPsqUEvFhaCYRW2EdW2eh0AHUr0Rdh4pdrW65uG4Uq1rdc3jRtCqm0HL/givjQe/KM69D3nxqyuSHmEozS4gF2zI6rxTQgVWLu+Bnr/JRRtDKmcPX8BRRuXVNte2bb0mNDXusorFbYTPtW/L4x6EZyfV6pt5f3ye6Wrx+fz+eA/fjwt56LseO+CDy+/M4/nT/8c3qmZuImztESPb/2n32fCjCKh5Hns2DEYjUZs2bIlw+EQJSfRJJusaM+s3XLHzfhbAM/+mxvnLgWwebVcbftJZfYcHQC98QYs3PtJnHz7rYiqzbKG7RHnrXjowbDXS49R+xmiRL37wTgs//Aq5gNBAJeiHle+qgTrhdXsaSZANXnu27cPDz/8MLZv3457770XgiDgzJkzOHDgAB544IFsx0ikKbfccTO+ccfNEdvX/MWXwl77fD7g7beyFRaRQr6feeb8BIqLi3BuxHclccbW+KENK2ZVlOVSTZ5msxkPPfQQnnnmGdhsNmzduhUA8N3vfjfhE7vdbuzduxfd3d0wGo1Rj3M4HHC73QCA/v5+HDhwAHV1dQAAi8UCANizZw+cTic8Hg+sVmvCMRARrTQDQ+P48v8+hrlA7GHZpUpL9CtqbtrlUk2eXq8X4+OLZfm6kKrC2trahE7a09MDQRAgimLM4yRJQnd3N2w2G4DFRFpfX4/x8XEIggBJkmC322G329HW1qYcR0RE4RMbXFddgevXVeDHr4oJJ04WBKVONXl2d3ejrq4O/f390Ol02LlzJ2w2G2666aaETtrS0pLQcV6vF0eOHFGSoslkAgA4nU6YTCbU19erVlkSEa10ixWzxzA7v/h8ZuhMWWrkgmkZC4KWRzV5Pv300xHb9uzZgzvuuCOtb240GpUeLgClpyonUUmS0NXVBUEQ4HK5YLFYYg4BA8DIyAhGR0fDtg0MLC6rNTU1tXgfKg/5/f6wPwtJobatUNsFsG3Z9t4FH1749RmcG53C5nUV+PitG/DsiXeVxBmq6MrcvEvdfqOA6SkfpnWrcENNJR74+FasqyjK6Xfi1FT0tUG1Lmq17XvvvQeHwwFJkiAIgpLQMslisYTd0zSZTMr9T1EU0dzcDI/HE/Mchw4dwsGDB1X39fX1YXh4WHVfvujr68t1CBlTqG0r1HYBbFs2XPQvoPuNecgjsYOjU/jlW9G/x9aUBTElz1R4hb4IuG3tFK7dVAxgHoAXZ97y4kyO69kGBwdzG8Ay6IIq46LPP/88Dh8+DKPRiOrqaoyNjUEURdx777146KGHEj55VVUVXC5X3N4iANjtdkiShI6OjujB6nRwuVxKQlUTree5a9cuvPrqq9i2bVvC8WuJ3+9HX18fmpqaUF5enutw0qpQ21ao7QLYtkxZ2sNs3n49/un4O/AMJ947/P0Pb8ADH9+KF359Bu9fnML111Zc6WXqNXfNTp06hTvvvBNvvPEGbrvttlyHk5SoPc8jR45EbHv++eczEoTD4QAAdHR0QJIkeL1eAIjoaQqCoOyLpqamBjU1Nar7Kioq8n42lPLy8rxvQzSF2rZCbRfAtqWTZ0jCgf/Tp8wxG6+Hub5qNcanZsLmpC0t0eNPTR9B7SYBH735+rDj5eFZLV2zioqKXIeQMtXkqVNbcTjG9mS43W4IgqD0Rt1uN0RRRFtbGyRJwpEjR2AymWAwGMIKj0RRhMFgyMrwMRFRpoRWyMrrxV5TVozv9vQnvKoJAGy7oRpfuOtWPHfitOpsWJRZqskzGAyira0N1dXVyiMjXq8Xe/bsSeik8rObkiTBarWivr4e7e3tAACbzQZBEGC1WiFJEurr6wEsPlsa+v7AYs8ztGCot7d3WY0lIsqlpUt/nRmewImT52LO0bxu7TWY8M+GFQfJz2TWbhI4qUGOqCbP3bt3w2QyweFwwOv1Kj2+tWvXJnRSk8kEk8mkev8y9FlNQRBiPooin4eIKN9NXZ7F373kjuhdxnsY77Yt17KHqUFR73muXbsWu3fvzmYsRER5L3RYtnrNKlx3bQXE8xN4c3AMC1HW3quqWIX/9/47YD3SF3EPkz1MbUpqVZUXXniBc9sSEUXxm9Pn8c1/+qUyj+yZ4Qk4370Q9+e2167Dpz5yPa6rrmAPM0+oJs9HHnkkojgoGAzi6NGjTJ5EtGItLfa5t24LxqemcVIcxUnPCC5I6iuWrC4rxh82bsV11RV4+t9+p3r/EgB7mHlENXk2NjZCFMWI5yklScpGTEREmjMwNI4vHzqGuSvrYJ4ZnsArJ88l9LMbqsqx748/BgD48I3XsndZAKIWDB09ehQ7d+7MdjxERFm1tDf52YbF5yNn5gL4nTiKtwbH8NbZMTjfGY464frqsmLcvuVajPkuw3M+co7ZG9Zffa6SvcvCEPWep1riZDIlokKi9ujIz373PtaWBfHUb44iEKXAJ9Sm6gr88C/vg15fFHE+gEt9FaqkCoaIiPJdMBjERd9lvPv+OH748hsRj44sBIMYnwZCHyJZL6xGEMCIyj3NW66vgl5fBGCxV/nkw/dwWHYFYPIkooITOhS7wVCOjxlrMHl5Fu+878W7H4xjfGom5s8XFwGfadyCj920EdturMa1ldck3KvksOzKwORJRAUhEFjAB2NTePXUEH748hvKkOuZ4Qn8+q2hpM61taoI/3nnh8LmgGWvkkIllDyff/559Pb2QqfT4amnnsp0TEREANTnga3dJGDCPwPx/ATODEsQz09AHJ7A2QsTmJ1XL+iRbV63BjdfV4VbrqvCzddVQa/XoeP7PwvvTRYXof66ItWfZ6+SZAklz927d2P37t249957Mx0PERGAK8U8h44qCfHM8ARO/O4cKleXYsI/m/T5tqyvxDP/9b6I7Ut7k59tuB5n3nItO34qbEkN27a2tmYqDiIqUNF6j6F8/hkMjk5icMSHwZFJDI768Lo4GtGTDAYRkTjXrC5F7Ya12LpRgHHDWrzyu3Nwqczqs2WD+tzcS3uTPp8v54tEk/apJs/vf//7qotep2NJMiJaOdQeBfnlGx9g1+/fjEszcxgc8eHcyCQkf+wCnlAVq0qw5+5bYdy4FsaNAqrXrAr7brr5uiq8/h4fF6HMUk2ejz/+eMTyX8FgEK+99ppqUiUiAoCFhcXHQD64OIXz3ik8//N3Ih4FmQssoPtnb0c9R4m+CNddWwH/9BxGJy5H7G/40AZ84e7oiZCFPZQNqsnTZDKpDtGGLidGRIVPbcj1hppKfDDmx3vjC/hJ/1mM+edx3uvH0NgUhr3+qLPwLLW6rBg31FRe+W8NblhXic01a7CxqnzZEw6wsIcyTTV5WiwWbN26NWK70WjMeEBElFtz8wu46LuMk54RfO9FV9gKIa+cPAcdQqYPOH065rnCjg3x8Q9vwsE//UTMW0HsQZKWqSZPOXEeO3YMbrcbdXV1uOeee1QTKhFpQyKFOYGFILyTlzEqXcboxCWMSJcwOnEZo9IljE4s/n18ahox1qiPSIZlJXpsqq7AJkM5NlZXLP79yuupy7P4iu2ViN7jfzbdllANBXuQpFVRq23b2togiiKMRiOee+45VFdX4+WXX85mbESUoMXHOo4pS12dGZ7Az19/Hzu234C5QEBJlmOT01EXZE6UUFGGP7n7Zpw/cxqf2fkHuGHjtTETIXuPVIhUk+cTTzyBAwcO4I477lC2HT16FE888QS++tWvZi04opVsbn4BE/4ZSP4ZSFPTmPDPKK8n/DOYmLr69+FxvzK8KgssBOF47Wzc91lVosc6YTXWrb0G69auVv5+9LVB/O7MaMTxH6utwT0fvQ7Hx95BVUVZ3B4ke49UiFST59q1a8MSJ7C4ooooilkJiiifycOn4tA4yhbmsfXDPny0shIzc4HF5Dc1EzspXjnm0sx8WuLZVF2+mBTXrsY64UqCDEmUa64pUU2AH7rewBVCiKJQTZ7V1dWqB0fbrsbtdmPv3r3o7u6OWWgkiiJsNhtqa2vh8XhgNpuV42PtI8q2YDCImbkA/NNz8E/PYerKn/7L8utZvH9xEv/hOhs2NPpXP/g1SouL4k4dl6giHVBZXgahvAxrr/w3MCRhaGwq4ti7P7oZj34xtV5frIIdn8+33GYQ5TXV5On1elUPTrTn2dPTA0EQEjq+tbUVLtfVqbDkRBlvH61ciRTGqAkEFuCfmb+S8GbDEuDUlQTon569+nomcvvSodFExUqc+iId1srJsKLs6t+v/CdUXH0tlJeh4ppSFBWF9xSjPtYR43nIRHDIlUidavKsqqoKu7/p8/nQ2dmJxsbGhE7a0tKS0HFutxuSJEVsdzgcMBgMUfeZTKaEzk+FR23Gml+8/j7++M5arCotvpL4ribGSyGJ8fJseoZBU7F2dSke+OQtEFSSZPkq9WHTZPCxDqLsUk2eu3fvht1uR1FREaqqqiBJEqxWKx544IG0vrnT6YQgCGHb5B6rKIpR98UyMjKC0dHwIoeBgQEAwF/+6L9hrbsqpVg/96H78LlbP628/tHpn+JHby9WH3///r8NO/ahl/5rSu8hUztfIBDArTojmvxNqjGkItdtkmPYufmTAAC/348fnf4pjrz+b7jom8b0bACrSvW4tnIVykr0uDwTwJDXj5myAFAWfv5Dv1v8c83sR7Bm9iPK9snS1zFZ+jpQCmya/WLYzwxV/N+IOIuKdCgq0kGv00Ev/71Ih6Irrxe3FUFfpMOB3/smVpcVo7ysBKtXFeOvHY9gaMyPBelDETH417yNF9+vSOmzS/Q6rasowsn5Z4BqYHweOHk0+feKdZ1CY+g++RIOn30R/+eFf4Fer0/6fbTy/55aDIFAAJO+yaTbpuU2AUipXZlu08T740n/jFZEfVSlvb0d7e3tOHPmTMae75QkCQaDIWxbaI8z1r5oDh06hIMHD6rue2v0bZQWXZNSrNUza7Hm/NVv7F+OvgrX2EkAwPHjx8OOdQ2dTOk9ZNHOV1NtQF9fn2oMqdBCm0Jj6OvrQ+/Qr/Gm703luIlZ4MLFJScrif4+FQs3YK0OKC3WoUwPnNNPYBTnAABN1+tRWgyU6YFSvQ7/e/Rc7KAXrvwXxcTgG5gIef3a8GIGN+g3hB0X0E9gdNaDC8ktKanQ2nUCAOfoa/BcPgtEzp6XEC22KeL3Kcm25UWbgKTalek2zY6m+D+QBsRdVSWTEyMs7VkCi/db1bbH2yfbv39/xNSCAwMD2LVrFz687kNYuym1nufvf+hO7Lh1h/J68vQMxt5e/OrcsWNH2LH1vh+l9B4ytfMFAgEYdAKamppQXl4eEUMqct0mOYamzU3o6+tDU1MTel4awKq5zUmfv3J1KTZfW4HP3fr7+NytV5ed+tHpBfzo7cVCGsv94cP9r770r0m/T6hobfrExjpIQxswOOLDquA0ttz2EThVinkSpZXrFBrDxZM+eF47izWVa1LqeWqxTXIMcg8t2bZpuU0AUmpXpts0sTCO95GfS9jogsHIuUS++93vwuv14sCBA/B6vWhvb0dVVRUOHDiAj33sYwmfvKqqCi6XK2qFrFyRu7QoqLu7GwCi7qurq0s4BgB48803cfvtt+ONN97AbbfdltTPaoXP58Px48exY8eOsNXtC4Hctq0frsff/LMT/um5iGPKV5Vg/2c/hmvXXoP/9o+/jCiMefLhezR3f28lXDO2LX9osV35/N2s2vMUBAFmsxmVlZXYuXMnuru7sWXLlqSTpxq32w1BEGA0GlFXVwdJkiBJUliPUk6OsfZRYbnoX4D9H38TtSq18UMbcG/9FgCcsYaIck81eep0OuVfJuPj49iyZQuAxCeGdzgcSiWt1WpFfX092tvbASyuzCIIAqxWKwDA5XKhs7NTeQxF7nXG20eF5VdnA5idV38MZOmD+Xx8gohyTTV5ykU5x44dC3ssJNFyepPJBJPJhI6Ojoh9S5c1C02kS8XaR4XjvQs+DE6oJ87yVSX47+13s2dJRJqiJM8XXngBAPDAAw9g69ateOSRR3D06FGlt/fMM89wej7KiBd+fSbqvsYPbWDiJCLNKQYWC4RsNhu8Xi86OzvR39+Puro6HDhwAGvXrgUANDQ0oKGhIafBUmE6N6peiaoDOI8qEWlSEQD09/djYGAAXq8Xe/fuxRNPPIGtW7cqiRMA7rjjjojJ4onSwbCmTHX7thsN7HUSkSYVAeGFQO3t7VB5eoUo61aXxZgNgYgoh4oA4Nprrw3bGG8iAqJ0ujCuPsvIea8/y5EQESWmCEDESiXLnaSaKBlzAfVnO+fStIQXEVG6FQGLj4/o9Xo0NjbiwIEDYbP6AMB7772Xi9hohSjWq/9jrURflOVIiIgSUwQAVqsVAwMDaG9vh8fjweHDh8OSqcViyXWcVMA2VK1W3b6xujzLkRARJaYYAP76r/8awOJcsnv37gWwuPD10aNH0dvbi6NHU1jbiGiZLs1EznFLRKQFUVdVMRqNMBqN2Lt3L7773e9mMyZaYbyTM6rbT531wjMk8XEVItKchG4qyfPSEmXC5nXqi0QHATx34nR2gyEiSkCRz+eLe1DoZAlE6fbAx6OvGTt4If7/n0RE2VZ0+PBh7NmzB9///veRSCIlSrct6yuxQb3zCUPlquwGQ0SUgGK5SOi1115DR0cHdDodWltbcc899+Q6NlpBSvU6LA7UEhFpn1IwdMcdd+Dpp58GADz//PNoa2tDbW0tzGazsp4nUaZMzKgnTs4yRERapFptu3v3buzevRtnzpzB008/jTNnzmDPnj144IEHsh0frRBRJhniLENEpElRH1UBgK1bt+Lxxx8HABw9ehT79u2DTqeD1WpFZWVlVgKklSHaZEKcZYiItEh1MWw1O3fuxM6dOzExMcHESWm3tkyHienIoVvOMkREWlQELC6G3dHRgYceegiNjY0xf4CPrRAR0UoXdTFsomxiwRAR5RMuhk2awIIhIsonxUBmFsMWRRE2mw21tbXweDwwm81hSTpUc3MzLBYLGhoaIuKQV3TZs2cPnE4nPB4PrFbrsuMjbWHBEBHlk2IgM4tht7a2hq0LKidRNQ6HAw6HI2xbe3s7bDYbJEmC3W6H3W5HW1sbbDbbsmMj7WHBEBHlk4wshu12uyFJUsT2pQkSACRJgs1mQzAYVP6zWq1Kkqyvr0cwGMT4+DgTJxERaUIxsLgYdktLCxwOB3p7e+FwOGC321FXVweTyQRRFHH48OGET+p0OiOGfgVBgCiKEccKghC2aovdbg97LUkSurq6IAgCXC4XLBZL1OFfABgZGcHo6GjYtoGBAQDA1NRU3s7f6/f7w/4sJH6/P2rB0AcXJ3nNNIhtyz9abNfU1FSuQ0hZRhbDliQJBoMhbJvBYFDtjYaSe6ahiddkMqGurk6Jqbm5OerwLwAcOnQIBw8eVN3X19eH4eHhBFqgXX19fbkOISOiFQxNTl3C8ePHsxtMmhXqNQPYtnykpXYNDg7mOoSUZWQxbLWCI6/XG7cQyWKxRAwZy4lTjkkURbjd7rDtofbv34/W1tawbQMDA9i1axeampqwbdu2xBqhMX6/H319fWhqakJ5eWHdB/T7/fin136hum9N+TXYseNTWY4oPQr9mrFt+UWL7Tp16lSuQ0hZzOn5ZMkuht3Q0BBxf1KSpIhq2lBq90nVepqCIMDr9UY9T01NDWpqalT3VVRU5P3sSOXl5XnfBjXRCoauW1eZ9+0t1GsGsG35SEvtqqiIshZhHkjoOYBkZxWqq6uDJEkRyVDuLbrd7oj7n2r3SQ0GA1paWpTXoijCYDDAZDIlFQ8REVE6JdTzTIXL5UJnZ6fyiEp3d7eyz2azQRCEiOc1lxYCCYKA5ubmsIKh3t7eTIVMOcQZhogon2QseaolR5naIyft7e2qw8Mmk4k9zRWAMwwRUT7h9C2kcZwqkoi0h8mTNG75s10REaUbkydpAue2JaJ8wm8m0oS1Zeo9TM5tS0RaxORJRESUJCZP0gQ+qkJE+YTJkzSBj6oQUT5h8iRNYMEQEeUTfjORJrBgiIjyCZMnERFRkpg8SRNYMERE+YTJkzSBBUNElE+YPEkTWDBERPmE30ykCSwYIqJ8wuRJRESUJCZP0gQWDBFRPmHyJE1gwRAR5RMmT9IEFgwRUT7hNxNpAguGiCifMHkSERElicmTNIEFQ0SUT4ozdWJRFGGz2VBbWwuPxwOz2Qyj0ah6rMViAQDs2bMHTqcTHo8HVqs16fNQ/mLBEBHlk4wlz9bWVrhcLuW1nPzUSJIEu90Ou92OtrY22Gy2lM5D+YsFQ0SUTzLyzeR2uyFJUsR2h8Ohenx9fT2CwSDGx8fDEmey56H8xYIhIsonGel5Op1OCIIQtk0QBIiiqHq8JEno6uqCIAhwuVywWCwwGo1JnwcARkZGMDo6GrZtYGAAADA1NQWfz5d8gzTA7/eH/VlIYrVpfn6e10yD2Lb8o8V2TU1N5TqElGUkeUqSBIPBELbNYDCo9iIBwGQyoa6uDsDiPc7m5mZ4PJ6kzwMAhw4dwsGDB1X39fX1YXh4OPGGaFBfX1+uQ8iIaAVD7w2N4fjx41mOJr0K9ZoBbFs+0lK7BgcHcx1CyjKSPJf2FgHA6/WqbgegJE4AMBqNEEURbrc76fMAwP79+9Ha2hq2bWBgALt27UJTUxO2bduWSBM0x+/3o6+vD01NTSgvL6yhTL/fj39w/UJ1X3HpKuzYcVeWI0qPQr9mbFt+0WK7Tp06lesQUpaR5NnQ0BB27xJY7I02NDREHBva05QJggCv15vUeWQ1NTWoqalR3VdRUYHKyspkmqI55eXled8GNdHqgspKivO+vYV6zQC2LR9pqV0VFRW5DiFlGSkYqqurgyRJEcOrcg/T7XYr9y0NBgNaWlqUY0RRhMFgUIZyY52HCgcLhogon2TsURWXy4XOzk7l0ZLu7m5ln81mgyAIsFqtEAQBzc3NYQVDvb29CZ2HiIgoFzKWPOXkqGbpUKzJZILJZEr6PFQ4OMMQEeUTPoFOmsAZhogonzB5ksap90iJiHKJyZM0Tr2QiIgol5g8SRM4ty0R5RN+M5Em8FEVIsonTJ5ERERJYvIkTeCjKkSUT5g8SRP4qAoR5RMmT9IEFgwRUT7hNxNpAguGiCifMHmSJswGOBkCEeUPJk/Kufcu+DAcZUF5r286u8EQESWAyZNy7oVfn4m674b12lh3kIgoFJMn5dy5UfVupw7AF+66NbvBEBElgMmTcs6wpkx1+7YbDajdJGQ3GCKiBDB5kmatLivJdQhERKqYPCnnLoxfVt3O2YWISKuYPCnn5qJML8TZhYhIq5g8KeeK9eoTJHB2ISLSKn47Uc5tqFqtup2zCxGRVhVn6sSiKMJms6G2thYejwdmsxlGo1H1WIfDAbfbDQDo7+/HgQMHUFdXBwCwWCwAgD179sDpdMLj8cBqtWYqbCIiorgyljxbW1vhcrmU13ISXUqSJHR3d8NmswFYTKT19fUYHx+HIAiQJAl2ux12ux1tbW3KcVQ4WDBERPkmI8O2brcbkiRFbHc4HBHbvF4vjhw5orw2mUwAAKfTCQCor69HMBjE+Pg4E2eBYsEQEeWbjPQ8nU4nBEEI2yYIAkRRjDjWaDRifHxceS0fIydRSZLQ1dUFQRDgcrlgsViiDv8CwMjICEZHR8O2DQwMAACmpqbg8/lSalOu+f3+sD8LSZR6Ieh1wby9XkBhXzO2Lf9osV1TU1Emtc4DGUmekiTBYDCEbTMYDKq90aUsFkvYPU2TyaTc/xRFEc3NzarDv7JDhw7h4MGDqvv6+vowPDycQAu0q6+vL9chpF0Z5lS3lyxM4/jx41mOJv0K8ZrJ2Lb8o6V2DQ4O5jqElGUkeS7tdQKLw7Nq20PZ7XY0Njaio6ND2SYnTmCxlyqKItxud9j2UPv370dra2vYtoGBAezatQtNTU3Ytm1b4g3REL/fj76+PjQ1NaG8vLCqUE8M/QaYkCK2G6oN2LGjIfsBpUkhXzO2Lf9osV2nTp3KdQgpy0jybGhoiLg/KUkSGhqifxHK90M7OjogSRK8Xi8ARPQ0BUFQ9qmpqalBTU2N6r6KigpUVub3Kh3l5eV534alLvpmVbeP+mYKoq2FeM1kbFv+0VK7Kioqch1CyjJSMFRXVwdJkiKGaeXeotvtDrv/Kb9ua2uDJElKAZHBYEBLS4tynCiKMBgMyv1QKgwsGCKifJOxR1VcLhc6OzuVR1S6u7uVfTabDYIgwGq1QpIk1NfXAwDMZrNyTDAYBLDY8wwtGOrt7c1UyJQrQfXNnGGIiLQqY8lTTo5qQod0BUFQEqUak8nEnmYB8wxJ8E5Nq+67+fqqLEdDRJQY/tOecuq5E6exoPJvpyKdjgthE5FmMXlSTr37/rjq9mvXruJC2ESkWUyelFPRioWAKDMnEBFpAJMn5VbU+93R74MTEeUakyflli5aD5M9TyLSLiZPyqniKI+j8DEVItIyfkNRTm2KsuA1F8ImIi1j8iQiIkoSkyfl1Pkx9eWRuBA2EWkZkyflFOe1JaJ8xORJOcWCISLKR/yGopxiwRAR5SMmT8qpSzNzuQ6BiChpTJ6UM54hCafOqi9s7vWpr7RCRKQFTJ6UM8+dOB11Er4b1mtjpXsiIjVMnpQzZy/4VLfrAC5HRkSaxuRJOVNduUp1+7YbDVyOjIg0jcmTNGd1WUmuQyAiionJk3KGswsRUb5i8qSc4exCRJSvmDwpZzi7EBHlq+JMnVgURdhsNtTW1sLj8cBsNsNoNCZ9bDLnofyyqbocQ2NTEds5uxARaV3GkmdraytcLpfyWk5+yR6bzHmIiIiyISPjY263G5IkRWx3OBxJHZvMeSj/jEWZRYizCxGR1mWk5+l0OiEIQtg2QRAgimJSx4qimPB5ZCMjIxgdHQ3bNjAwAACYmpqCz6f+YL7W+f3+sD8LwSbDNTgzPBGxfaPhmry9TqEK8ZrJ2Lb8o8V2TU1F3rbJFxlJnpIkwWAwhG0zGAyqvch4xyZ6HtmhQ4dw8OBB1X19fX0YHh6O3wAN6+vry3UIabO5eAH6IiC06FZfBGwuvojjx4/nLrA0K6RrthTbln+01K7BwcFch5CyjCTPpb1FAPB6varbkzk23j4A2L9/P1pbW8O2DQwMYNeuXWhqasK2bdtiRK5dfr8ffX19aGpqQnl54RTUNDb60P3zd/Hu+2O4+fpqtH7yZmwpkHltC/WaAWxbPtJiu06dOpXrEFKWkeTZ0NAAm80Wtk2SJDQ0NCR9bKLnkdXU1KCmpkZ1X0VFBSor8/uLuby8PO/bEOqjlZXYsr4Sx48fx44d9QXVNlmhXbNQbFv+0VK7Kioqch1CyjJSMFRXVwdJkiKGV+vq6gAsFgnJ9y1jHRvvPERERLmQsUdVXC4XOjs7lUdLuru7lX02mw2CIMBqtcY9NtY+IiKiXMhY8gxNjkstHYqNdWysfURERLnAedCIiIiSxORJRESUJCZPIiKiJGXsnqeWzMzMALg601A+mpqawuDgIE6dOpXX5d1qCrVthdougG3LR1psl/ydLH9H55MVkTzPnTsHANi1a1duAyEiogjnzp3Lu0cQdcFgMJjrIDJNkiScOHECmzdvRllZWa7DSYk8S9KLL76Im266KdfhpFWhtq1Q2wWwbflIi+2amZnBuXPncNddd8WcOU6LVkTPUxAE3H///bkOIy1uuukm3HbbbbkOIyMKtW2F2i6AbctHWmtXvvU4ZSwYIiIiShKTJxERUZKYPImIiJLE5Jkn1q1bh2984xtYt25drkNJu0JtW6G2C2Db8lGhtitXVkS1LRERUTqx50lERJQkJk8iIqIkMXkSERElicmTiIgoSStihiGtEUURNpsNtbW18Hg8MJvNMBqNSR+b6j6LxQIA2LNnD5xOJzweT0oLjue6Hcm8f761LV3XKBftAgC32429e/eiu7s7bHu+X7NYbcvUNctW2xwOB9xuNwCgv78fBw4cUGb/yeR1y1tByrq6urqw10ajMaVjU93X3t4eBBAUBCHY3t6eeOBJxJbMsZnYt1y5blu6rlEysSZzbKx93d3dwd7e3qAgCEGPx5Py+ycr123L1DWLF1Myx0bbNz4+HhZzb29vEEBwfHw86fdfKThsm2VutxuSJEVsdzgcSR2b6j4AqK+vRzAYxPj4OGw2W7JNiBtbMsdmqo3Lkeu2Aem5RsnEmsyx8c7T0tICk8m0rPdPVq7bBmTmmsWLN5ljY+3zer04cuSIsk1uo9PpzOh1y2ccts0yp9MZsXqAIAgQRTGpY0VRTGkfsLjKTFdXFwRBgMvlgsViSXoIJtftiNfG5ch124D0XKNctCtd75+sXLcNyMw1ixdvMsfGapvJZML4+LiyXT63yWSC3W7P2HXLZ0yeWSZJEgwGQ9g2g8Gg+i+7eMemus9kMoXdy2hubobH48m7diT6/snSQtvScY2SjTWZY1P57JN5/2Tlum1AZq5ZIvEmc2yi57FYLMr92kxet3zG5JkmXV1dMX9R6uvr0d7errpmndfrVd2ezLHJ7AtdAshoNEIURbjd7qSWBtJCO5LZlwwttC0d12g5saazXameMxm5bhuQmWsGZL9tdrsdjY2N6OjoSOmcKwXveaZJR0cHbDZb1P/a29sBAA0NDfB6vWE/K0kSGhoaIs4Z69hU94miiNra2rB9giBEHB9PrtuRzPsnK9dtS9c1SibWZI5N9bPP92sWS6auWbx4kzk2kfPI9zE7OjogSRJEUczodctrOS5YWpGMRqNSxSa/lrlcrrAqvljHprJvfHw82NHRoWz3eDwpV87lsh3x9i1XoVyjpbLRLpmgUpGa79dMtrRtmbxm8WJKV9tcLlfQZrMFx8fHg+Pj40GbzaacN5PXLV9x2DYHXC4XOjs7lWemuru7lX02mw2CICj3G2Idm8o+QRDQ3NwcVtjQ29ubd+2It2+5CuUa5aJdoZWdVqtVuWUR7+fyuW2ZvGbZaJskSaivrwcAmM1m5fjglXVDMnnd8hVXVSEiIkoS73kSERElicmTiIgoSUyeRERESWLyJCIiShKTJxERUZKYPImIiJLE5ElERJQkJk8iIqIkMXkSrTB2u33Fr4hBtFxMnkQrTG9v74pfEYNouZg8iVYQt9uN5ubmXIdBlPeYPIlWEJvNhra2tlyHQZT3mDyJ0sBut6O1tRWiKCrbWltbUz5fT08Penp60NXVBYvFErbd4XCgp6cHdrtd2d7c3Bz23rGEDtl2dXWFxS2KovJ+XV1dYStsENFVTJ5Ey9TT06P05txuN4DFpatSLcpxu904fPgwWlpa0NHRAYfDoSxS3NvbC5PJhJaWFng8HuVnHA4H6uvrUVVVhaqqqrCEGxpnaEK32+3KUmFy3DabTdnf0tKSlsWciQoRlyQjSpOqqiqMj48DACwWC6qrq9HR0QFgcb3EvXv3AljsJTY0NKCuri6h89bW1qK3txdGoxHNzc0QBAFmsxlutxsdHR1Kr9FoNAIIT4qhWltbVddhDI27vr4eVqsVJpMp5rmIVjr2PInSwOFwoKGhIey1nIAAwOv1oru7G1arFQaDIeHEabfb0dLSoiRGi8UCSZLCin6MRqOyv6urSzXZiaKoHBMrblEUlbjdbndYG4joqv8fU+18IklkW5wAAAAASUVORK5CYII=", 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arc-length method parameters\n", "pynastran_utils.set_up_arc_length_method(bdf_object=box_beam_bdf, nlparm_id=fine_nlparm_id, eps_p=1e-3, eps_w=1e-7, ninc=100, max_bisect=10,\n", " minalr=.01, maxalr=1.0001, desiter=5, maxinc=2000)\n", "\n", "# Apply load\n", "load_set_id = force_set_id + 1 # id of load set\n", "scale_factor = sol_105_buckling_load*2 # scale factor to apply to the load set\n", "box_beam_bdf.add_load(sid=load_set_id, scale=1., scale_factors=[scale_factor], load_ids=[force_set_id]) # add LOAD card\n", "loading_subcase_id = 1 # id of first subcase\n", "pynastran_utils.create_static_load_subcase(bdf_object=box_beam_bdf, subcase_id=loading_subcase_id, load_set_id=load_set_id) # create subcase with static load\n", "\n", "# Run analysis\n", "method_set_id = load_set_id + 1\n", "no_eigenvalues = 20\n", "input_name = f\"nonlinear_analysis_{no_elements_converged_mesh}_elements\"\n", "sol_106_op2 = pynastran_utils.run_tangent_stiffness_matrix_eigenvalue_calculation(\n", " bdf_object=box_beam_bdf.__deepcopy__({}), method_set_id=method_set_id, no_eigenvalues=no_eigenvalues,\n", " analysis_directory_path=ANALYSIS_DIRECTORY_PATH, input_name=input_name, run_flag=False)\n", "\n", "# Read load and displacement history\n", "_, applied_loads, local_displacements = pynastran_utils.read_load_displacement_history_from_op2(op2_object=sol_106_op2,\n", " displacement_node_id=max_displacement_node_id)\n", "z_component_index = 2\n", "nondimensional_applied_loads = applied_loads[loading_subcase_id][:, z_component_index]/sol_105_buckling_load\n", "nondimensional_local_displacements = local_displacements[loading_subcase_id][:, z_component_index]/w\n", "\n", "# Read eigenvalues obtained with refence mesh\n", "f06_path = os.path.join(ANALYSIS_DIRECTORY_PATH, input_name + \".f06\") # path to .f06 file\n", "eigenvalues = pynastran_utils.read_kllrh_lowest_eigenvalues_from_f06(f06_path)\n", "\n", "# Create boolean mask for negative eigenvalues in any column\n", "negative_eigenvalues_mask = (eigenvalues < 0).any(axis=0)\n", "\n", "# Define function to plot load-displacement diagram segment by segment\n", "def plot_segments(eigenvalues_mask, axes, disp, loads, marker, color):\n", " unstable_segments = [] # list to store indices of unstable segments\n", " stable_segments = [] # list to store indices of stable segments\n", " # Initialize the start index of the current segment\n", " start_idx = 0 \n", " # Loop through the negative_eigenvalues_mask to identify and plot segments\n", " for i, is_negative in enumerate(eigenvalues_mask):\n", " if is_negative:\n", " if stable_segments:\n", " # Plot the stable segment if there was one before\n", " stable_segments.append(i) # make the stable segment finish at the first point of the unstable segment\n", " axes.plot(disp[stable_segments], loads[stable_segments], marker + \"-\", color=color)\n", " stable_segments = [] # reset the stable segment indices\n", " unstable_segments.append(i) # add the current index to the unstable segment, this will overwrite the blue point with a red one\n", " else:\n", " if unstable_segments:\n", " # Plot the unstable segment if there was one before\n", " unstable_segments.append(i) # make the unstable segment finish at the first point of the stable segment\n", " axes.plot(disp[unstable_segments], loads[unstable_segments], marker + \"--\", color=UNSTABLE_COLOR)\n", " unstable_segments = [] # reset the unstable segment indices\n", " stable_segments.append(i) # add the current index to the stable segment, this will overwrite the red point with a blue one\n", " # Plot the remaining segments if any\n", " if stable_segments:\n", " axes.plot(disp[stable_segments], loads[stable_segments], marker + \"-\", color=color)\n", " if unstable_segments:\n", " axes.plot(disp[unstable_segments], loads[unstable_segments], marker + \"--\", color=UNSTABLE_COLOR)\n", "\n", "# Plot load-displacement diagram\n", "plt.rcParams.update({\"font.size\": default_font_size}) # reset default font size\n", "plt.rcParams[\"lines.markersize\"] = 3 # set default marker size of lines\n", "fig, ax = plt.subplots(figsize=(textwidth_inches*scale, fig_height_inches*scale))\n", "plot_segments(negative_eigenvalues_mask, ax, nondimensional_local_displacements, nondimensional_applied_loads, \"o\", colors[0])\n", "\n", "# Plot glass ceiling of linear buckling\n", "glass_ceiling_handle = ax.axhline(y=1, color=GLASS_CEILING_COLOR, linestyle=\"-.\", label=\"glass ceiling of linear buckling\")\n", "\n", "# Create proxy artists for the legend\n", "stable_line = Line2D([0], [0], linestyle=\"-\", marker=\"o\", color=colors[0], label=\"stable\")\n", "unstable_line = Line2D([0], [0], linestyle=\"--\", marker=\"o\", color=UNSTABLE_COLOR, label=\"unstable\")\n", "\n", "# Display the legend with the proxy artists\n", "ax.legend(handles=[stable_line, unstable_line, glass_ceiling_handle])\n", "\n", "# Set plot appearance\n", "ax.set_xlabel(f\"$u_{{z,\\,{max_displacement_node_id:d}}}/w$\")\n", "ax.set_ylabel(\"$P/P_\\mathrm{SOL\\,105}$\")\n", "ax.grid()\n", "plt.show()\n", "fig.savefig(os.path.join(ANALYSIS_DIRECTORY_PATH, \"InitialLocalDisplacement.svg\"), format=\"svg\", bbox_inches=\"tight\", pad_inches=0)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Plot deformation over the box beam root before and after the snap." ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Loss of stability at P/P_SOL/105 = 1.41\n", "Deformation before snap:\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "8cdecdaa922842a79508d7ca40c1153b", "version_major": 2, "version_minor": 0 }, "image/png": 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", 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colormap=\"sunset\", length_unit=\"m\", unit_scale_factor=1e-3,\n", " displacement_amplification_factor=amplification_factor) # plot buckling mode converting from mm to m\n", "adjust_3d_plot(ax)\n", "cbar.ax.set_position(cbar.ax.get_position().shrunk(1.0, .82)) # decrease colorbar size\n", "cbar.ax.set_position(cbar.ax.get_position().translated(0, .14)) # move colorbar upwards\n", "ax.set_xlim(0, w*1e-3)\n", "ax.set_ylim(0, 4*h*1e-3)\n", "ax.set_zlim(-h/2*1e-3, h*1e-3)\n", "ax.set_box_aspect([ub - lb for lb, ub in (getattr(ax, f'get_{a}lim')() for a in 'xyz')])\n", "plt.axis(\"off\")\n", "ax.view_init(40, -20)\n", "plt.show()\n", "fig.savefig(os.path.join(ANALYSIS_DIRECTORY_PATH, \"BeforeSnap.svg\"), format=\"svg\", bbox_inches=\"tight\", pad_inches=0)\n", "\n", "# Find closest converged iteration to applied load after limit point\n", "subsequent_values = nondimensional_applied_loads[first_negative_eigenvalue_index + 10:]\n", "closest_index_in_subsequent = np.argmin(np.abs(subsequent_values - nondimensional_applied_load_before_limit_point))\n", "closest_index = first_negative_eigenvalue_index + closest_index_in_subsequent\n", "print(\"Deformation after snap:\")\n", "\n", "# Plot deformation after limit point\n", "fig, ax, cbar = pynastran_utils.plot_static_deformation(op2_object=sol_106_op2, subcase_id=loading_subcase_id, load_step=closest_index + 1,\n", " displacement_component=\"rx\", colormap=\"sunset\", length_unit=\"m\", unit_scale_factor=1e-3,\n", " displacement_amplification_factor=amplification_factor) # plot buckling mode converting from mm to m\n", "adjust_3d_plot(ax)\n", "cbar.ax.set_position(cbar.ax.get_position().shrunk(1.0, .82)) # decrease colorbar size\n", "cbar.ax.set_position(cbar.ax.get_position().translated(0, .14)) # move colorbar upwards\n", "ax.set_xlim(0, w*1e-3)\n", "ax.set_ylim(0, 4*h*1e-3)\n", "ax.set_zlim(-h/2*1e-3, h*1e-3)\n", "ax.set_box_aspect([ub - lb for lb, ub in (getattr(ax, f'get_{a}lim')() for a in 'xyz')])\n", "plt.axis(\"off\")\n", "ax.view_init(40, -20)\n", "plt.show()\n", "fig.savefig(os.path.join(ANALYSIS_DIRECTORY_PATH, \"AfterSnap.svg\"), format=\"svg\", bbox_inches=\"tight\", pad_inches=0)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Plot the eigenvalues of the tangent stiffness matrix." ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "7c52ec7e937f4c81b2f8f39814f7d0c2", "version_major": 2, "version_minor": 0 }, "image/png": 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", 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zoom_level, loc=\"upper left\", bbox_to_anchor=(-.01, 1.82), bbox_transform=ax.transAxes)\n", "axins1.plot(nondimensional_applied_loads, eigenvalues.T * 1e3, \"o\")\n", "axins1.set_xlim(x1, x2) # Adjust the limits as needed\n", "axins1.set_ylim(-500, 1500) # Adjust the limits as needed\n", "axins1.set_xticks([0.9, 1.0, 1.1])\n", "mark_inset(ax, axins1, loc1=3, loc2=4, fc=\"none\", ec=\"0.5\", linewidth=2, zorder=2) # Connect to the region of interest\n", "\n", "# Create the second zoomed inset\n", "x1, x2 = 1.29, 1.44 # region of interest for the second zoomed inset\n", "axins2 = zoomed_inset_axes(ax, zoom_level, loc=\"upper right\", bbox_to_anchor=(1.01, 1.82), bbox_transform=ax.transAxes)\n", "axins2.plot(nondimensional_applied_loads, eigenvalues.T * 1e3, \"o\")\n", "axins2.set_xlim(x1, x2) # Adjust the limits based on your region of interest\n", "axins2.set_ylim(-1500, 1500) # Adjust the limits as needed\n", "axins2.tick_params(labelleft=False, labelbottom=True)\n", "mark_inset(ax, axins2, loc1=2, loc2=4, fc=\"none\", ec=\"0.5\", linewidth=2, zorder=2) # Connect to the region of interest\n", "\n", "# Set the appearance of the insets\n", "axins1.grid(True)\n", "axins2.grid(True)\n", "\n", "# Adjust layout for better appearance\n", "# plt.tight_layout()\n", "plt.show()\n", "fig.savefig(os.path.join(ANALYSIS_DIRECTORY_PATH, \"Eigenvalues.svg\"), format=\"svg\", pad_inches=0)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Plot load-displacement diagram in terms of tip displacement $u_{z,\\,\\mathrm{tip}}$ nondimensionalized by the box beam length $l$." ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "9da7cd021de94aeda2b34aad8d1d6a34", "version_major": 2, "version_minor": 0 }, "image/png": 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", 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artists\n", "ax.legend(handles=[stable_line, unstable_line, glass_ceiling_handle])\n", "\n", "# Set plot appearance\n", "ax.set_xlabel(\"$u_{z,\\,\\mathrm{tip}}/l$\")\n", "ax.set_ylabel(\"$P/P_\\mathrm{SOL\\,105}$\")\n", "ax.grid()\n", "plt.show()\n", "fig.savefig(os.path.join(ANALYSIS_DIRECTORY_PATH, \"InitialTipDisplacement.svg\"), format=\"svg\", bbox_inches=\"tight\", pad_inches=0)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Run nonlinear analysis with coarse arc-length step size and plot 3D load-displacement diagram." ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Nastran job nonlinear_analysis_coarse_arclength.bdf completed\n", "Wall time: 197.0 s\n" ] }, { "data": { "text/html": [ "WARNING: subcase.py:683 nwords_to_lsem=1000 nwords_to_lsem//4=250\n", "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "WARNING: subcase.py:683 nwords_to_lsem=1000 nwords_to_lsem//4=250\n", "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "44c7f15f556a4cd5ac5a27b087ff60d2", "version_major": 2, "version_minor": 0 }, "image/png": 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"text/html": [ "\n", "
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\n", " Figure\n", "
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\n", " " ], "text/plain": [ "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from matplotlib import ticker # import ticker module to set custom tick labels\n", "\n", "markers = list(Line2D.markers.keys())[2:] # list of marker characters\n", "\n", "# Define coarse arc-length method parameters\n", "coarse_nlparm_id = 2\n", "pynastran_utils.set_up_arc_length_method(bdf_object=box_beam_bdf, nlparm_id=coarse_nlparm_id, subcase_id=loading_subcase_id)\n", "\n", "# Run analysis\n", "sol_106_op2 = {\"natural path\": sol_106_op2}\n", "analysis_label = \"coarse arc-length step size\"\n", "input_name = \"nonlinear_analysis_coarse_arclength\"\n", "sol_106_op2[analysis_label] = pynastran_utils.run_tangent_stiffness_matrix_eigenvalue_calculation(\n", " bdf_object=box_beam_bdf.__deepcopy__({}), method_set_id=method_set_id, no_eigenvalues=no_eigenvalues,\n", " analysis_directory_path=ANALYSIS_DIRECTORY_PATH, input_name=input_name, run_flag=False)\n", "\n", "# Read load and displacement history\n", "_, applied_loads, local_displacements = pynastran_utils.read_load_displacement_history_from_op2(op2_object=sol_106_op2[analysis_label],\n", " displacement_node_id=max_displacement_node_id)\n", "_, _, tip_displacements = pynastran_utils.read_load_displacement_history_from_op2(op2_object=sol_106_op2[analysis_label],\n", " displacement_node_id=tip_master_node_id)\n", "nondimensional_applied_loads = {\"natural path\": nondimensional_applied_loads, analysis_label: applied_loads[loading_subcase_id][:, z_component_index]/sol_105_buckling_load}\n", "nondimensional_local_displacements = {\"natural path\": nondimensional_local_displacements, analysis_label: local_displacements[loading_subcase_id][:, z_component_index]/w}\n", "nondimensional_tip_displacements = {\"natural path\": nondimensional_tip_displacements, analysis_label: tip_displacements[loading_subcase_id][:, z_component_index]/l}\n", "\n", "# Read eigenvalues obtained with refence mesh\n", "f06_path = os.path.join(ANALYSIS_DIRECTORY_PATH, input_name + \".f06\") # path to .f06 file\n", "eigenvalues = pynastran_utils.read_kllrh_lowest_eigenvalues_from_f06(f06_path)\n", "\n", "# Create boolean mask for negative eigenvalues in any column\n", "negative_eigenvalues_mask = {\"natural path\": negative_eigenvalues_mask, analysis_label: (eigenvalues < 0).any(axis=0)}\n", "\n", "# Define function to plot 3D load-displacement diagram segment by segment\n", "def plot_3d_segments(eigenvalues_mask, axes, local_disp, tip_disp, loads, marker, color):\n", " unstable_segments = [] # list to store indices of unstable segments\n", " stable_segments = [] # list to store indices of stable segments\n", " # Initialize the start index of the current segment\n", " start_idx = 0 \n", " # Loop through the negative_eigenvalues_mask to identify and plot segments\n", " for i, is_negative in enumerate(eigenvalues_mask):\n", " if is_negative:\n", " if stable_segments:\n", " # Plot the stable segment if there was one before\n", " stable_segments.append(i) # make the stable segment finish at the first point of the unstable segment\n", " axes.plot3D(local_disp[stable_segments], tip_disp[stable_segments], loads[stable_segments], marker + \"-\", color=color)\n", " stable_segments = [] # reset the stable segment indices\n", " unstable_segments.append(i) # add the current index to the unstable segment, this will overwrite the blue point with a red one\n", " else:\n", " if unstable_segments:\n", " # Plot the unstable segment if there was one before\n", " unstable_segments.append(i) # make the unstable segment finish at the first point of the stable segment\n", " axes.plot3D(local_disp[unstable_segments], tip_disp[unstable_segments], loads[unstable_segments], marker + \"--\", color=UNSTABLE_COLOR)\n", " unstable_segments = [] # reset the unstable segment indices\n", " stable_segments.append(i) # add the current index to the stable segment, this will overwrite the red point with a blue one\n", " # Plot the remaining segments if any\n", " if stable_segments:\n", " axes.plot3D(local_disp[stable_segments], tip_disp[stable_segments], loads[stable_segments], marker + \"-\", color=color)\n", " if unstable_segments:\n", " axes.plot3D(local_disp[unstable_segments], tip_disp[unstable_segments], loads[unstable_segments], marker + \"--\", color=UNSTABLE_COLOR)\n", "\n", "# Plot load-displacement diagram\n", "plt.rcParams.update({\"font.size\": default_font_size*1.3}) # increase default font size because 3d plot will be scaled down\n", "fig = plt.figure()\n", "ax_3d = plt.axes(projection=\"3d\")\n", "stable_lines = [] # list to store Line2D objects for stable segments\n", "for count, key in enumerate(nondimensional_local_displacements):\n", " plot_3d_segments(negative_eigenvalues_mask[key], ax_3d, nondimensional_local_displacements[key], nondimensional_tip_displacements[key], nondimensional_applied_loads[key],\n", " markers[count], colors[count])\n", " stable_lines.append(Line2D([0], [0], linestyle=\"-\", marker=markers[count], color=colors[count], label=key)) # create proxy artist for the legend\n", "\n", "# Add proxy artist for unstable lines and create legend\n", "unstable_line = Line2D([0], [0], linestyle=\"--\", color=UNSTABLE_COLOR, label=\"unstable\")\n", "fig.legend(handles=stable_lines + [unstable_line], loc=\"upper center\", bbox_to_anchor=(0.5, 0.95))\n", "\n", "# Set plot appearance\n", "ax_3d.set_xlabel(f\"$u_{{z,\\,{max_displacement_node_id:d}}}/w$\")\n", "ax_3d.set_ylabel(\"$u_{z,\\,\\mathrm{tip}}/l$\", labelpad=10)\n", "ax_3d.set_zlabel(\"$P/P_\\mathrm{SOL\\,105}$\")\n", "ax_3d.locator_params(axis=\"x\", nbins=6) # set number of ticks of x-axis\n", "ax_3d.grid(visible=True)\n", "plt.show()\n", "fig.savefig(os.path.join(ANALYSIS_DIRECTORY_PATH, \"CoarseArcLength.svg\"), format=\"svg\", bbox_inches=\"tight\", pad_inches=0)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Unload structure from last equilibrium point of previous analysis and plot 3D load-displacement diagram." ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Nastran job equilibrium_path_verification.bdf completed\n", "Wall time: 1005.0 s\n" ] }, { "data": { "text/html": [ "WARNING: subcase.py:683 nwords_to_lsem=1000 nwords_to_lsem//4=250\n", "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "WARNING: subcase.py:683 nwords_to_lsem=1000 nwords_to_lsem//4=250\n", "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "WARNING: subcase.py:683 nwords_to_lsem=1000 nwords_to_lsem//4=250\n", "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "WARNING: 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", 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\n", " " ], "text/plain": [ "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Define second subcase\n", "zero_load_set_id = load_set_id + 1 # id of LOAD card\n", "box_beam_bdf.add_load(zero_load_set_id, scale=1., scale_factors=[0.], load_ids=[force_set_id]) # add LOAD card with zero applied load\n", "unloading_subcase_id = 2 # id of second subcase\n", "pynastran_utils.create_static_load_subcase(bdf_object=box_beam_bdf, subcase_id=unloading_subcase_id, load_set_id=zero_load_set_id) # create subcase with zero applied load\n", "box_beam_bdf.case_control_deck.subcases[unloading_subcase_id].add_integer_type('NLPARM', fine_nlparm_id) # use NLPARM with fine arc-length method parameters in second subcase\n", "\n", "# Run analysis\n", "analysis_label = \"unloading from coarse arc-length result\"\n", "input_name = \"equilibrium_path_verification\"\n", "sol_106_op2[analysis_label] = pynastran_utils.run_tangent_stiffness_matrix_eigenvalue_calculation(\n", " bdf_object=box_beam_bdf.__deepcopy__({}), method_set_id=method_set_id, no_eigenvalues=no_eigenvalues,\n", " analysis_directory_path=ANALYSIS_DIRECTORY_PATH, input_name=input_name, run_flag=False)\n", "\n", "# Read load and displacement history\n", "_, applied_loads, local_displacements = pynastran_utils.read_load_displacement_history_from_op2(op2_object=sol_106_op2[analysis_label],\n", " displacement_node_id=max_displacement_node_id)\n", "_, _, tip_displacements = pynastran_utils.read_load_displacement_history_from_op2(op2_object=sol_106_op2[analysis_label],\n", " displacement_node_id=tip_master_node_id)\n", "nondimensional_applied_loads[analysis_label] = applied_loads[unloading_subcase_id][:, z_component_index]/sol_105_buckling_load\n", "nondimensional_local_displacements[analysis_label] = local_displacements[unloading_subcase_id][:, z_component_index]/w\n", "nondimensional_tip_displacements[analysis_label] = tip_displacements[unloading_subcase_id][:, z_component_index]/l\n", "\n", "# Read eigenvalues obtained with refence mesh\n", "f06_path = os.path.join(ANALYSIS_DIRECTORY_PATH, input_name + \".f06\") # path to .f06 file\n", "eigenvalues = pynastran_utils.read_kllrh_lowest_eigenvalues_from_f06(f06_path)\n", "\n", "# Create boolean mask for negative eigenvalues in any column\n", "negative_eigenvalues_mask[analysis_label] = (eigenvalues[:, -len(nondimensional_applied_loads[analysis_label]):] < 0).any(axis=0)\n", "\n", "# Plot load-displacement diagram\n", "fig = plt.figure()\n", "ax_3d = plt.axes(projection=\"3d\")\n", "labels = [\"natural path\", analysis_label]\n", "stable_lines = [] # list to store Line2D objects for stable segments\n", "for count, key in enumerate(labels):\n", " plot_3d_segments(negative_eigenvalues_mask[key], ax_3d, nondimensional_local_displacements[key], nondimensional_tip_displacements[key], nondimensional_applied_loads[key],\n", " markers[count], colors[count])\n", " stable_lines.append(Line2D([0], [0], linestyle=\"-\", marker=markers[count], color=colors[count], label=key)) # create proxy artist for the legend\n", "\n", "# Create legend\n", "fig.legend(handles=stable_lines + [unstable_line], loc=\"upper center\", bbox_to_anchor=(0.5, 0.95))\n", "\n", "# Set plot appearance\n", "ax_3d.set_xlabel(f\"$u_{{z,\\,{max_displacement_node_id:d}}}/w$\")\n", "ax_3d.locator_params(axis=\"x\", nbins=6) # set number of ticks of x-axis\n", "ax_3d.set_ylabel(\"$u_{z,\\,\\mathrm{tip}}/l$\", labelpad=10)\n", "ax_3d.set_zlabel(\"$P/P_\\mathrm{SOL\\,105}$\")\n", "ax_3d.grid(visible=True)\n", "plt.show()\n", "fig.savefig(os.path.join(ANALYSIS_DIRECTORY_PATH, \"Unloading.svg\"), format=\"svg\", bbox_inches=\"tight\", pad_inches=0)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Repeat analysis with $MAXITER=2$ and plot 3D load-displacement diagram." ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Nastran job equilibrium_path_verification_maxiter2.bdf completed\n", "Wall time: 10642.0 s\n" ] }, { "data": { "text/html": [ "WARNING: subcase.py:683 nwords_to_lsem=1000 nwords_to_lsem//4=250\n", "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "WARNING: subcase.py:683 nwords_to_lsem=1000 nwords_to_lsem//4=250\n", "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "WARNING: subcase.py:683 nwords_to_lsem=1000 nwords_to_lsem//4=250\n", "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "WARNING: subcase.py:683 nwords_to_lsem=1000 nwords_to_lsem//4=250\n", "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": 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\n", " " ], "text/plain": [ "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Change nonlinear analysis parameters of second subcase\n", "box_beam_bdf.nlparms[fine_nlparm_id].max_iter = 2 # set maximum number of iterations to 2\n", "\n", "# Run analysis\n", "analysis_label = \"$MAXITER=2$\"\n", "input_name = \"equilibrium_path_verification_maxiter2\"\n", "sol_106_op2[analysis_label] = pynastran_utils.run_tangent_stiffness_matrix_eigenvalue_calculation(\n", " bdf_object=box_beam_bdf.__deepcopy__({}), method_set_id=method_set_id, no_eigenvalues=no_eigenvalues,\n", " analysis_directory_path=ANALYSIS_DIRECTORY_PATH, input_name=input_name, run_flag=False)\n", "\n", "# Read load and displacement history\n", "_, applied_loads, local_displacements = pynastran_utils.read_load_displacement_history_from_op2(op2_object=sol_106_op2[analysis_label],\n", " displacement_node_id=max_displacement_node_id)\n", "_, _, tip_displacements = pynastran_utils.read_load_displacement_history_from_op2(op2_object=sol_106_op2[analysis_label],\n", " displacement_node_id=tip_master_node_id)\n", "nondimensional_applied_loads[analysis_label] = applied_loads[unloading_subcase_id][:, z_component_index]/sol_105_buckling_load\n", "nondimensional_local_displacements[analysis_label] = local_displacements[unloading_subcase_id][:, z_component_index]/w\n", "nondimensional_tip_displacements[analysis_label] = tip_displacements[unloading_subcase_id][:, z_component_index]/l\n", "\n", "# Read eigenvalues obtained with refence mesh\n", "f06_path = os.path.join(ANALYSIS_DIRECTORY_PATH, input_name + \".f06\") # path to .f06 file\n", "eigenvalues = pynastran_utils.read_kllrh_lowest_eigenvalues_from_f06(f06_path)\n", "\n", "# Create boolean mask for negative eigenvalues in any column\n", "negative_eigenvalues_mask[analysis_label] = (eigenvalues[:, -len(nondimensional_applied_loads[analysis_label]):] < 0).any(axis=0)\n", "\n", "# Plot load-displacement diagram\n", "fig = plt.figure()\n", "ax_3d = plt.axes(projection=\"3d\")\n", "labels = [\"natural path\", analysis_label]\n", "stable_lines = [] # list to store Line2D objects for stable segments\n", "for count, key in enumerate(labels):\n", " plot_3d_segments(negative_eigenvalues_mask[key], ax_3d, nondimensional_local_displacements[key], nondimensional_tip_displacements[key], nondimensional_applied_loads[key],\n", " markers[count], colors[count])\n", " stable_lines.append(Line2D([0], [0], linestyle=\"-\", marker=markers[count], color=colors[count], label=key)) # create proxy artist for the legend\n", "\n", "# Create legend\n", "fig.legend(handles=stable_lines + [unstable_line], loc=\"upper center\", bbox_to_anchor=(0.5, 0.95))\n", "\n", "# Set plot appearance\n", "ax_3d.set_xlabel(f\"$u_{{z,\\,{max_displacement_node_id:d}}}/w$\")\n", "ax_3d.locator_params(axis=\"x\", nbins=6) # set number of ticks of x-axis\n", "ax_3d.set_ylabel(\"$u_{z,\\,\\mathrm{tip}}/l$\", labelpad=10)\n", "ax_3d.set_zlabel(\"$P/P_\\mathrm{SOL\\,105}$\")\n", "ax_3d.grid(visible=True)\n", "plt.show()\n", "fig.savefig(os.path.join(ANALYSIS_DIRECTORY_PATH, \"Maxiter2.svg\"), format=\"svg\", bbox_inches=\"tight\", pad_inches=0)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Optimization of the CRM-like box beam with nonlinear structural stability constraints \n", "\n", "***\n", "\n", "Optimization results are taken from the notebook titled [_One-variable Optimization of the CRM-like Box Beam_](19_One-variable_Optimization_of_the_CRM-like_Box_Beam.ipynb)." ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Mass variation: -11.3 %\n", "Final thickness: 6.8 mm\n", "Final KS value of nonlinear structural stability: -0.01 N/m\n", "Final KS value for stress: -383 MPa\n" ] } ], "source": [ "import openmdao.api as om # make available the most common OpenMDAO classes and functions\n", "from matplotlib.ticker import MaxNLocator # import class to set the number of ticks of an axis\n", "\n", "# Instantiate CaseReader object\n", "optimization_results_directory_name = \"19_One-variable_Optimization_of_the_CRM-like_Box_Beam\"\n", "optimization_results_directory_path = os.path.join(os.getcwd(), \"analyses\", optimization_results_directory_name) # path to optimization results\n", "cr = om.CaseReader(os.path.join(optimization_results_directory_path, \"first_optimization.sql\")) # path to cases database\n", "\n", "# Get driver cases (do not recurse to system/solver cases) - driver cases represent the snapshots of all the variable values, metadata, and options of the model\n", "driver_cases = cr.get_cases(\"driver\", recurse=False)\n", "\n", "# Retrieve the optimization history in terms of objective, design variable and constraints\n", "keys = [\"sol_106.mass\", \"sol_106.t\", \"sol_106.ks_stability\", \"sol_106.ks_stress\", \"sol_106.applied_load\"] # keys of the functions to retrieve\n", "histories = {key: np.stack([case[key][0] for case in driver_cases], axis=0) for key in keys} # retrieve histories of the functions\n", "\n", "# Print mass percentage variation w.r.t. initial design and final value of thickness and constraints\n", "mass_0 = histories[\"sol_106.mass\"][0]\n", "mass_percentage_variation = (histories[\"sol_106.mass\"][-1]/mass_0 - 1)*100\n", "print(f\"\"\"Mass variation: {mass_percentage_variation:.1f} %\n", "Final thickness: {histories[\"sol_106.t\"][-1]:.1f} mm\n", "Final KS value of nonlinear structural stability: {histories[\"sol_106.ks_stability\"][-1]:.2f} N/m\n", "Final KS value for stress: {histories[\"sol_106.ks_stress\"][-1]:.0f} MPa\"\"\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Plot optimization history." ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { 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", 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function history\n", "ax3.plot(iterations_array, histories[\"sol_106.ks_stability\"])\n", "ax3.set(ylabel=\"$KS_{\\lambda},\\,\\mathrm{N/m}$\")\n", "ax3.grid()\n", "\n", "# Plot stress KS function history\n", "ax4.plot(iterations_array, histories[\"sol_106.ks_stress\"])\n", "ax4.set(ylabel=\"$KS_{\\sigma},\\,\\mathrm{MPa}$\")\n", "ax4.grid()\n", "\n", "# Plot applied load history\n", "ax5.plot(iterations_array, histories[\"sol_106.applied_load\"]/sol_105_buckling_load)\n", "ax5.set(xlabel=\"Iterations\", ylabel=\"$P_\\mathrm{end}/P_\\mathrm{design}$\")\n", "ax5.xaxis.set_major_locator(MaxNLocator(integer=True))\n", "ax5.grid()\n", "\n", "# Show plot\n", "plt.show()\n", "fig.savefig(os.path.join(ANALYSIS_DIRECTORY_PATH, \"OptimizationHistory.svg\"), format=\"svg\", bbox_inches=\"tight\", pad_inches=0)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Plot load-displacement diagram comparing initial and optimized structure." ] }, { "cell_type": "code", "execution_count": 22, 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", 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\n", " " ], "text/plain": [ "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Read linear buckling load of optimized structure\n", "sol_105_op2_filepath = os.path.join(optimization_results_directory_path, \"box_beam_opt_sol_105.op2\")\n", "sol_105_op2 = read_op2(op2_filename=sol_105_op2_filepath, debug=None)\n", "nondimensional_linear_buckling_load = sol_105_op2.eigenvectors[eigenvalue_calculation_subcase_id].eigr\n", "print(f\"Linear buckling load of optimized structure: P_SOL105/P_design={nondimensional_linear_buckling_load:.2f}\")\n", "\n", "# Define a dictionary for input names\n", "input_name_dict = {\"box_beam_sol_106_start\": \"initial structure\", \"box_beam_sol_106\": \"optimized structure\"}\n", "\n", "# Create one figure with two subplots side by side\n", "fig, axes = plt.subplots(1, 2, sharey=True, figsize=(textwidth_inches, fig_height_inches*scale))\n", "\n", "# Loop through input names and perform data processing and plotting\n", "sol_106_op2 = {} # dictionary to store OP2 objects\n", "stable_lines = [] # list to store Line2D objects for stable segments\n", "for count, key in enumerate(input_name_dict.keys()):\n", " sol_106_op2_filepath = os.path.join(optimization_results_directory_path, key + \".op2\")\n", " sol_106_op2[key] = read_op2(op2_filename=sol_106_op2_filepath, load_geometry=True, debug=None)\n", " \n", " # Read and store applied loads and local displacements\n", " _, applied_loads, local_displacements = pynastran_utils.read_load_displacement_history_from_op2(\n", " op2_object=sol_106_op2[key],\n", " displacement_node_id=max_displacement_node_id\n", " )\n", " nondimensional_applied_loads = applied_loads[loading_subcase_id][:, z_component_index] / sol_105_buckling_load\n", " nondimensional_local_displacements = local_displacements[loading_subcase_id][:, z_component_index] / w\n", "\n", " # Read eigenvalues obtained with refence mesh\n", " f06_path = os.path.join(optimization_results_directory_path, key + \".f06\") # path to .f06 file\n", " eigenvalues = pynastran_utils.read_kllrh_lowest_eigenvalues_from_f06(f06_path)\n", "\n", " # Create boolean mask for negative eigenvalues in any column\n", " negative_eigenvalues_mask = (eigenvalues < 0).any(axis=0)\n", " \n", " # Plot on the first subplot\n", " plot_segments(negative_eigenvalues_mask, axes[0], nondimensional_local_displacements, nondimensional_applied_loads, markers[count], colors[count])\n", " stable_lines.append(Line2D([0], [0], linestyle=\"-\", marker=markers[count], color=colors[count], label=input_name_dict[key])) # create proxy artist for the legend\n", "\n", " # Read and store tip displacements\n", " _, _, tip_displacements = pynastran_utils.read_load_displacement_history_from_op2(\n", " op2_object=sol_106_op2[key],\n", " displacement_node_id=tip_master_node_id\n", " )\n", " nondimensional_tip_displacements = tip_displacements[loading_subcase_id][:, z_component_index] / l\n", "\n", " # Plot on the second subplot\n", " plot_segments(negative_eigenvalues_mask, axes[1], nondimensional_tip_displacements, nondimensional_applied_loads, markers[count], colors[count])\n", "\n", "# Plot the line of the glass ceiling of linear buckling for final design on both subplots\n", "for ax in axes:\n", " ax.axhline(y=nondimensional_linear_buckling_load, color=GLASS_CEILING_COLOR, linestyle=\"-.\")\n", "\n", "# Create legend\n", "glass_ceiling_line = Line2D([0], [0], linestyle=\"-.\", color=GLASS_CEILING_COLOR, label=\"glass ceiling of linear buckling (optimized structure)\")\n", "fig.legend(handles=stable_lines + [glass_ceiling_line], loc=\"upper left\", bbox_to_anchor=(0.25, 1.16))\n", "\n", "# Set plot appearance for the first subplot\n", "axes[0].set_xlabel(f\"$u_{{z,\\,{max_displacement_node_id:d}}}/w$\")\n", "axes[0].set_ylabel(\"$P/P_\\mathrm{design}$\")\n", "axes[0].grid(visible=True)\n", "\n", "# Set plot appearance for the second subplot\n", "axes[1].set_xlabel(\"$u_{z,\\,\\mathrm{tip}}/l$\")\n", "axes[1].grid(visible=True)\n", "\n", "plt.tight_layout() # Ensures proper spacing between subplots\n", "plt.show()\n", "fig.savefig(os.path.join(ANALYSIS_DIRECTORY_PATH, \"OptimizedLoadDisplacement.svg\"), format=\"svg\", bbox_inches=\"tight\", pad_inches=0)\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Compare deformation at design load of initial and optimized structure." ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Deformation of initial structure:\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "3de9796f7f114bf9abc6d5faa7f4b9d1", "version_major": 2, "version_minor": 0 }, "image/png": 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", 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\n", " " ], "text/plain": [ "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Deformation of optimized structure:\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "8e644ce502124030bdded22db12ffe7c", "version_major": 2, "version_minor": 0 }, "image/png": 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", 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