{ "cells": [ { "cell_type": "markdown", "id": "1cd131bd", "metadata": {}, "source": [ "# 12 · Quadratic (P2) finite elements\n", "\n", "Every element so far has been **linear (P1)**: positions vary linearly inside a triangle, so the\n", "deformation gradient $F$ is constant per element. **Quadratic (P2)** elements add a node at every\n", "edge midpoint, so positions vary quadratically, $F$ varies *within* each element, and bending is\n", "captured far more accurately on the same mesh. We plot both bases, sag a coarse cantilever with each,\n", "show why P2 is not just a subdivided mesh, and measure convergence rates with a manufactured solution." ] }, { "cell_type": "markdown", "id": "d30597b8", "metadata": {}, "source": [ "Imports, and every tunable parameter of this notebook." ] }, { "cell_type": "code", "execution_count": 1, "id": "8406392c", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:36.909156Z", "iopub.status.busy": "2026-09-24T03:44:36.909077Z", "iopub.status.idle": "2026-09-24T03:44:37.491801Z", "shell.execute_reply": "2026-09-24T03:44:37.490852Z" } }, "outputs": [], "source": [ "%matplotlib inline\n", "import os\n", "import numpy as np\n", "import scipy as sp\n", "import matplotlib.pyplot as plt\n", "from matplotlib.colors import LogNorm\n", "import igl\n", "import simkit\n", "import utils\n", "\n", "NOTEBOOK = \"012_p2_finite_elements\" # this file's name\n", "RESULTS_DIR = utils.notebook_results_path(NOTEBOOK) # results/012_p2_finite_elements/\n", "MEDIA_DIR = \"media\" # tracked copies for the website\n", "# Part A: basis functions\n", "BASIS_SUBDIVS = 5 # upsampling levels of the reference triangle (4^k samples)\n", "# Part B: cantilever beam, left edge pinned, sagging under gravity\n", "BEAM_NX, BEAM_NY = 5, 4 # grid vertices (deliberately coarse)\n", "BEAM_WIDTH, BEAM_HEIGHT = 2.0, 0.3 # beam size\n", "MATERIAL = \"macklin-mueller-neo-hookean\" # hyperelastic model of the beam (simkit material name)\n", "YM, PR = 300.0, 0.4 # Young's modulus, Poisson ratio\n", "RHO = 1.0 # density\n", "GRAVITY = -9.8 # vertical acceleration\n", "K_PIN = 1e7 # soft-pin stiffness\n", "QUAD_ORDER = 2 # P2 cubature order for the elastic energy\n", "DT = 0.01 # backward-Euler timestep\n", "T_TOTAL = 1.2 # simulated time\n", "N_FRAMES = 48 # frames sampled for the animation\n", "FPS = 24 # animation frame rate\n", "STATIC_FPS = 2 # frame rate of the rest -> equilibrium clip\n", "STEP_ITERS, STEP_TOL = 30, 1e-8 # Newton iterations / tolerance per timestep\n", "STATIC_ITERS, STATIC_TOL = 200, 1e-9 # Newton iterations / tolerance for static equilibrium\n", "FD_STEP = 1e-6 # central-difference step for the gradient check\n", "FD_NOISE = 0.05 # random perturbation of the check state\n", "SEED = 0 # random seed for the gradient check\n", "EDGE_SAMPLES = 12 # samples per curved P2 edge when drawing\n", "# Subdivision demo\n", "BEND = 0.5 # bending field phi(x, y) = (x, y + BEND x^2)\n", "DEMO_CORNERS = np.array([[-1.0, 0.0], [1.0, 0.0], [0.0, 1.2]]) # triangle bent by phi\n", "TRUTH_SAMPLES = 160 # samples per edge of the exact bent outline\n", "# Part C: manufactured-solution convergence (linear elasticity on the unit square)\n", "MMS_YM, MMS_PR = 1.0, 0.3 # Young's modulus, Poisson ratio\n", "MMS_RESOLUTIONS = [4, 8, 16, 32] # elements per side of the unit square\n", "MMS_STIFF_QUAD_ORDER = 2 # P2 stiffness cubature (exact for linear elasticity)\n", "MMS_QUAD_ORDER = 4 # quadrature order for the load and error integrals\n", "MMS_K_PIN = 1e10 # boundary pin stiffness (u = 0)\n", "MMS_SHOW_RES = 8 # resolution whose pointwise error field is plotted\n", "# plotting\n", "COLORS = {\"P1\": \"#d62728\", \"P2\": \"#1f77b4\"}" ] }, { "cell_type": "markdown", "id": "130c3133", "metadata": {}, "source": [ "## Part A — The basis functions\n", "\n", "On the reference triangle the **P1** hats are the barycentric coordinates $L_i$ (planar ramps). The\n", "**P2** corner functions $N_i = L_i(2L_i - 1)$ curve and dip slightly negative (down to $-\\tfrac18$) in the band\n", "between the dashed line $L_i = \\tfrac12$ and the opposite edge, and the midpoint functions $N = 4L_aL_b$\n", "are bumps centred on their edge.\n", "`simkit.p2_shape_functions` evaluates them; each panel is a scalar field on an upsampled reference triangle." ] }, { "cell_type": "code", "execution_count": 2, "id": "9c4e09c4", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:37.493197Z", "iopub.status.busy": "2026-09-24T03:44:37.493072Z", "iopub.status.idle": "2026-09-24T03:44:37.897461Z", "shell.execute_reply": "2026-09-24T03:44:37.896647Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ref_V, ref_T = igl.upsample(np.array([[0.0, 0.0], [1.0, 0.0], [0.0, 1.0]]), np.array([[0, 1, 2]]), BASIS_SUBDIVS)\n", "L = np.column_stack([1.0 - ref_V.sum(axis=1), ref_V]) # barycentric coordinates of every sample\n", "P1_basis = L # (npts, 3)\n", "P2_basis = np.array([simkit.p2_shape_functions(Li, 3)[0] for Li in L]) # (npts, 6), corners then midpoints\n", "\n", "titles = [r\"P1 $N_0$\", r\"P1 $N_1$\", r\"P1 $N_2$\",\n", " r\"P2 $N_0$ (corner 0)\", r\"P2 $N_1$ (corner 1)\", r\"P2 $N_2$ (corner 2)\",\n", " r\"P2 $N_3$ mid(0,1)\", r\"P2 $N_4$ mid(1,2)\", r\"P2 $N_5$ mid(2,0)\"]\n", "fields = [P1_basis[:, j] for j in range(3)] + [P2_basis[:, k] for k in range(6)]\n", "fig, axes = plt.subplots(3, 3, figsize=(11, 10), layout=\"constrained\")\n", "for k, (ax, vals, title) in enumerate(zip(axes.ravel(), fields, titles)):\n", " m = utils.plot_scalar_field(ax, ref_V, ref_T, vals, title=title, edges=False, colorbar=False,\n", " vmin=-0.125, vmax=1.0)\n", " ax.plot([0, 1, 0, 0], [0, 0, 1, 0], \"k\", lw=1.2) # reference-triangle outline\n", " if 3 <= k < 6: # P2 corner N_i < 0 where L_i < 1/2\n", " ax.tricontour(ref_V[:, 0], ref_V[:, 1], ref_T, L[:, k - 3], levels=[0.5], colors=\"w\", linestyles=\"--\")\n", " ax.axis(\"off\")\n", "fig.colorbar(m, ax=axes, shrink=0.6, label=\"basis value\")\n", "fig.suptitle(\"Linear (top row) vs quadratic (bottom two rows) basis functions\", fontsize=13)\n", "simkit.filesystem.save_figure(fig, os.path.join(RESULTS_DIR, \"p2_basis.png\"),\n", " copy_to=os.path.join(MEDIA_DIR, \"012_p2_basis.png\"))\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "51046e0e", "metadata": {}, "source": [ "## Part B — A beam sagging under gravity: P1 vs P2\n", "\n", "Both element sets live on the same coarse grid. `linear_to_quadratic_elements` keeps the P1 corners\n", "and appends one node per unique edge at its midpoint ($T_2$ is $t \\times 6$), and\n", "`gauss_legendre_quadrature` places symmetric cubature points (barycentric coordinates plus physical\n", "weights) inside every element. The figure shows the P1 mesh, and the P2 mesh with its midpoint nodes\n", "and cubature points; blue squares are the pinned left edge. The printout shows the cost: on the same 24\n", "triangles P2 has 63 nodes (126 dofs) against P1's 20 (40 dofs), with 3 cubature points per element." ] }, { "cell_type": "code", "execution_count": 3, "id": "dbc6443a", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:37.898959Z", "iopub.status.busy": "2026-09-24T03:44:37.898883Z", "iopub.status.idle": "2026-09-24T03:44:38.034043Z", "shell.execute_reply": "2026-09-24T03:44:38.033658Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "P1: 20 nodes, 24 elements, 40 dofs\n", "P2: 63 nodes, 24 elements, 126 dofs, 3 cubature points per element\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "V, T = igl.triangulated_grid(BEAM_NX, BEAM_NY) # unit square grid\n", "X = (V - 0.5) * np.array([BEAM_WIDTH, BEAM_HEIGHT]) # centred beam\n", "V2, T2 = simkit.linear_to_quadratic_elements(X, T) # corners first, then edge midpoints\n", "bary, w = simkit.gauss_legendre_quadrature(X, T, QUAD_ORDER) # (t, n_quad, 3), (t, n_quad)\n", "pin1 = np.where(X[:, 0] <= X[:, 0].min() + 1e-6)[0]\n", "pin2 = np.where(V2[:, 0] <= V2[:, 0].min() + 1e-6)[0]\n", "cub_rest = np.einsum(\"tqc,tcd->tqd\", bary, X[T]).reshape(-1, 2) # cubature points in the rest shape\n", "n1, n2 = len(X), len(V2)\n", "print(f\"P1: {n1} nodes, {len(T)} elements, {2 * n1} dofs\")\n", "print(f\"P2: {n2} nodes, {len(T2)} elements, {2 * n2} dofs, {bary.shape[1]} cubature points per element\")\n", "\n", "fig, axes = plt.subplots(2, 1, figsize=(9, 4.6))\n", "lims = utils.auto_limits([X], pad=0.15)\n", "utils.plot_mesh(axes[0], X, T, pins=pin1, lims=lims, title=\"P1 mesh (3 nodes per triangle)\")\n", "utils.plot_mesh(axes[1], V2, T2[:, :3], pins=pin2, lims=lims, title=\"P2 mesh (6 nodes per triangle)\")\n", "axes[1].scatter(V2[n1:, 0], V2[n1:, 1], s=16, color=utils.HANDLE_C, zorder=4, label=\"midpoint nodes\")\n", "axes[1].scatter(cub_rest[:, 0], cub_rest[:, 1], s=14, marker=\"x\", color=\"0.2\", zorder=4, label=\"cubature points\")\n", "for ax in axes:\n", " ax.legend(loc=\"upper left\", bbox_to_anchor=(1.01, 1.0), fontsize=8)\n", "fig.tight_layout()\n", "simkit.filesystem.save_figure(fig, os.path.join(RESULTS_DIR, \"beam_meshes.png\"),\n", " copy_to=os.path.join(MEDIA_DIR, \"012_beam_meshes.png\"))\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "43bfb4dd", "metadata": {}, "source": [ "### Two operator sets, one energy\n", "\n", "With P1 the energy is a one-point rule per element; with P2 it becomes a sum over cubature points,\n", "\n", "$$E_{P1} = \\sum_t \\text{vol}_t\\, \\psi(F_t), \\qquad E_{P2} = \\sum_t \\sum_q w_{tq}\\, \\psi(F_{tq}),$$\n", "\n", "so no energy code changes: each cubature point is a pseudo-element whose weight `w` replaces `vol`.\n", "`deformation_jacobian_p2` is still a **constant** sparse matrix, now mapping nodal positions to one $F$\n", "per cubature point (P2 shape-function gradients vary linearly inside the element), and P2 gets its own\n", "consistent mass matrix and gravity force; the printout checks the shapes, and that weights and masses\n", "integrate the beam's area." ] }, { "cell_type": "code", "execution_count": 4, "id": "3ada3b2d", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:38.035123Z", "iopub.status.busy": "2026-09-24T03:44:38.035041Z", "iopub.status.idle": "2026-09-24T03:44:38.041248Z", "shell.execute_reply": "2026-09-24T03:44:38.040909Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "P1: J (96, 40) -> 24 F blocks, sum of weights = 0.6000 (area 0.6000), total mass = 0.6000\n", "P2: J (288, 126) -> 72 F blocks, sum of weights = 0.6000 (area 0.6000), total mass = 0.6000\n" ] } ], "source": [ "ops_p1 = dict(nodes=X, pins=pin1,\n", " J=simkit.deformation_jacobian(X, T), # one F per element\n", " vol=simkit.volume(X, T), # element areas\n", " M=sp.sparse.kron(simkit.massmatrix(X, T, rho=RHO), sp.sparse.eye(2)).tocsc(),\n", " f_g=simkit.gravity_force(X, T, a=GRAVITY, rho=RHO).reshape(-1, 1))\n", "ops_p2 = dict(nodes=V2, pins=pin2,\n", " J=simkit.deformation_jacobian_p2(V2, T2, bary, w), # one F per cubature point\n", " vol=w.reshape(-1, 1), # cubature weights\n", " M=sp.sparse.kron(simkit.p2_massmatrix(V2, T2, bary, w, rho=RHO), sp.sparse.eye(2)).tocsc(),\n", " f_g=simkit.p2_gravity_force(V2, T2, bary, w, a=GRAVITY, rho=RHO).reshape(-1, 1))\n", "for name, ops in ((\"P1\", ops_p1), (\"P2\", ops_p2)):\n", " print(f\"{name}: J {ops['J'].shape} -> {ops['J'].shape[0] // 4} F blocks, \"\n", " f\"sum of weights = {ops['vol'].sum():.4f} (area {BEAM_WIDTH * BEAM_HEIGHT:.4f}), \"\n", " f\"total mass = {ops['M'].sum() / 2:.4f}\")" ] }, { "cell_type": "markdown", "id": "446bc700", "metadata": {}, "source": [ "The consistent gravity load of every node, $f_i = \\int N_i\\, \\rho g \\, dA$ (downward component, shown by\n", "colour and marker size on one scale for both). P1 spreads the beam's weight over its corners in proportion to their adjacent area, but\n", "under uniform gravity the P2 corner nodes carry exactly **zero** load, because\n", "$\\int_t L_i(2L_i - 1)\\, dA = 0$ on every triangle, and the edge midpoints carry all of it, as the printout confirms." ] }, { "cell_type": "code", "execution_count": 5, "id": "578fe96c", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:38.042265Z", "iopub.status.busy": "2026-09-24T03:44:38.042197Z", "iopub.status.idle": "2026-09-24T03:44:38.208291Z", "shell.execute_reply": "2026-09-24T03:44:38.207876Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "P1: corner nodes carry 5.8800 (beam weight 5.8800)\n", "P2: corner nodes carry -3.3e-16, midpoint nodes carry 5.8800\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "load = {name: -ops[\"f_g\"].reshape(-1, 2)[:, 1] for name, ops in ((\"P1\", ops_p1), (\"P2\", ops_p2))} # downward load per node\n", "print(f\"P1: corner nodes carry {load['P1'].sum():.4f} (beam weight {-RHO * GRAVITY * BEAM_WIDTH * BEAM_HEIGHT:.4f})\")\n", "print(f\"P2: corner nodes carry {load['P2'][:n1].sum():.1e}, midpoint nodes carry {load['P2'][n1:].sum():.4f}\")\n", "\n", "fig, axes = plt.subplots(2, 1, figsize=(9, 4.6), layout=\"constrained\")\n", "lims = utils.auto_limits([X], pad=0.15)\n", "vmax = max(load[\"P1\"].max(), load[\"P2\"].max()) # shared colour scale\n", "for ax, (name, nodes, tris) in zip(axes, ((\"P1\", X, T), (\"P2\", V2, T2[:, :3]))):\n", " utils.plot_mesh(ax, nodes, tris, lims=lims, facecolor=\"0.93\", edgecolor=\"0.55\",\n", " title=f\"{name} nodal gravity load\")\n", " m = ax.scatter(nodes[:, 0], nodes[:, 1], c=load[name], s=12 + 110 * load[name] / vmax, cmap=\"viridis\",\n", " vmin=0.0, vmax=vmax, edgecolors=\"k\", linewidths=0.5, zorder=5)\n", "fig.colorbar(m, ax=axes, shrink=0.8, label=r\"downward load $-f_{g,y}$\")\n", "simkit.filesystem.save_figure(fig, os.path.join(RESULTS_DIR, \"gravity_load.png\"),\n", " copy_to=os.path.join(MEDIA_DIR, \"012_gravity_load.png\"))\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "4d36cd5e", "metadata": {}, "source": [ "### The beam system\n", "\n", "`beam_system` builds a hyperelastic (`MATERIAL`) beam from whichever operators it is handed; it cannot tell P1 from P2.\n", "Its terms are the elastic energy, the soft pin on the left edge, gravity, and, when the previous\n", "positions `x_curr, x_prev` are passed, the backward-Euler inertia term (one implicit step). Without them\n", "it is the static potential used for the equilibrium comparison later." ] }, { "cell_type": "code", "execution_count": 6, "id": "e93bf3ad", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:38.209396Z", "iopub.status.busy": "2026-09-24T03:44:38.209316Z", "iopub.status.idle": "2026-09-24T03:44:38.212371Z", "shell.execute_reply": "2026-09-24T03:44:38.212027Z" } }, "outputs": [], "source": [ "def beam_system(nodes, pins, J, vol, M, f_g, x_curr=None, x_prev=None):\n", " \"\"\"Elastic + soft pin + gravity (+ backward-Euler inertia if x_curr, x_prev are given).\"\"\"\n", " n, dim = nodes.shape\n", " mu, lam = simkit.ympr_to_lame(YM, PR)\n", " mu = np.full((vol.shape[0], 1), mu)\n", " lam = np.full((vol.shape[0], 1), lam)\n", " Q_pin, b_pin = simkit.dirichlet_penalty(pins, nodes[pins], n, K_PIN)\n", " dynamic = x_curr is not None\n", "\n", " def energy_func(x):\n", " E_elastic = simkit.energies.elastic_energy_x(x.reshape(n, dim), J, mu, lam, vol, MATERIAL)\n", " E_pin = simkit.energies.quadratic_energy(x, Q_pin, b_pin)\n", " E_gravity = -(f_g.T @ x).item()\n", " E_inertia = simkit.energies.kinetic_energy_be(x, x_curr, x_prev, M, DT) if dynamic else 0.0\n", " E_total = E_elastic + E_pin + E_gravity + E_inertia\n", " return E_total\n", "\n", " def gradient_func(x):\n", " g_elastic = simkit.energies.elastic_gradient_x(x.reshape(n, dim), J, mu, lam, vol, MATERIAL)\n", " g_pin = simkit.energies.quadratic_gradient(x, Q_pin, b_pin)\n", " g_gravity = -f_g\n", " g_inertia = simkit.energies.kinetic_gradient_be(x, x_curr, x_prev, M, DT) if dynamic else 0.0\n", " g_total = g_elastic + g_pin + g_gravity + g_inertia\n", " return g_total\n", "\n", " def hessian_func(x):\n", " H_elastic = simkit.energies.elastic_hessian_x(x.reshape(n, dim), J, mu, lam, vol, MATERIAL, psd=True)\n", " H_pin = simkit.energies.quadratic_hessian(Q_pin)\n", " H_inertia = simkit.energies.kinetic_hessian_be(M, DT) if dynamic else 0.0\n", " H_total = H_elastic + H_pin + H_inertia\n", " return H_total\n", "\n", " return energy_func, gradient_func, hessian_func" ] }, { "cell_type": "markdown", "id": "57358ee5", "metadata": {}, "source": [ "Before simulating, we check `gradient_func` against a central-difference gradient of `energy_func`\n", "(`simkit.gradient_cfd`) at a randomly perturbed state, for both element sets with inertia switched on.\n", "Relative errors near $10^{-8}$ or below mean the analytic gradient is right." ] }, { "cell_type": "code", "execution_count": 7, "id": "b8a29817", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:38.213515Z", "iopub.status.busy": "2026-09-24T03:44:38.213410Z", "iopub.status.idle": "2026-09-24T03:44:38.231951Z", "shell.execute_reply": "2026-09-24T03:44:38.231581Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "P1: relative gradient error = 8.25e-09\n", "P2: relative gradient error = 1.66e-08\n" ] } ], "source": [ "rng = np.random.default_rng(SEED)\n", "for name, ops in ((\"P1\", ops_p1), (\"P2\", ops_p2)):\n", " x_rest = ops[\"nodes\"].reshape(-1, 1)\n", " energy_func, gradient_func, _ = beam_system(**ops, x_curr=x_rest, x_prev=x_rest)\n", " x_test = x_rest + FD_NOISE * rng.standard_normal(x_rest.shape)\n", " g_fd = simkit.gradient_cfd(lambda y: np.array(energy_func(y.reshape(-1, 1))), x_test.ravel(), FD_STEP)\n", " g = gradient_func(x_test).ravel()\n", " print(f\"{name}: relative gradient error = {np.linalg.norm(g - g_fd) / np.linalg.norm(g):.2e}\")" ] }, { "cell_type": "markdown", "id": "8fa6c179", "metadata": {}, "source": [ "### Curved (true-geometry) rendering of P2 elements\n", "\n", "A P2 edge between corners $a, b$ with midpoint node $m$ is a *parabola* in the edge parameter $t \\in [0, 1]$:\n", "\n", "$$x(t) = (1-t)(1-2t)\\, U_a + t(2t-1)\\, U_b + 4t(1-t)\\, U_m .$$\n", "\n", "This is just `simkit.p2_shape_functions` restricted to the edge, so we evaluate them at `EDGE_SAMPLES`\n", "barycentric points along each of the three edges. `p2_curved_outline` maps those samples through every\n", "element's six nodes and returns the points plus one polygon per element, so the ordinary mesh drawing\n", "helpers can show the real curved boundary, which no straight-edged (P1) element can produce." ] }, { "cell_type": "code", "execution_count": 8, "id": "2fd372f6", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:38.232950Z", "iopub.status.busy": "2026-09-24T03:44:38.232884Z", "iopub.status.idle": "2026-09-24T03:44:38.235098Z", "shell.execute_reply": "2026-09-24T03:44:38.234836Z" } }, "outputs": [], "source": [ "edge_t = np.linspace(0.0, 1.0, EDGE_SAMPLES)[:, None]\n", "I3 = np.eye(3)\n", "L_edges = np.vstack([(1 - edge_t) * I3[a] + edge_t * I3[b] for a, b in [(0, 1), (1, 2), (2, 0)]]) # barycentric samples on the 3 edges\n", "N_edges = np.array([simkit.p2_shape_functions(Lk, 3)[0] for Lk in L_edges]) # (3*S, 6) P2 basis on the edges\n", "\n", "def p2_curved_outline(U2, T2):\n", " \"\"\"Sample every P2 element's parabolic edges: points (t*3*S, 2) and polygons (t, 3*S).\"\"\"\n", " points = np.einsum(\"pi,tid->tpd\", N_edges, U2[T2]).reshape(-1, 2)\n", " polygons = np.arange(len(points)).reshape(len(T2), -1)\n", " return points, polygons" ] }, { "cell_type": "markdown", "id": "30956165", "metadata": {}, "source": [ "### Running both beams\n", "\n", "Each beam takes `T_TOTAL / DT` backward-Euler steps: rebuild `beam_system` with the current and previous\n", "positions, then minimize it with Newton. We keep `N_FRAMES` evenly spaced frames and the height of the\n", "lowest point at every step. In the animation P1 is drawn with its straight triangles and P2 with its\n", "true curved edges: same mesh, material and timestep, yet only the P2 beam bends smoothly." ] }, { "cell_type": "code", "execution_count": 9, "id": "86d18bad", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:38.235978Z", "iopub.status.busy": "2026-09-24T03:44:38.235914Z", "iopub.status.idle": "2026-09-24T03:44:40.881917Z", "shell.execute_reply": "2026-09-24T03:44:40.881528Z" } }, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "n_steps = int(round(T_TOTAL / DT))\n", "frame_steps = set(np.round(np.linspace(0, n_steps, N_FRAMES)).astype(int))\n", "frames, tip_y = {}, {}\n", "for name, ops in ((\"P1\", ops_p1), (\"P2\", ops_p2)):\n", " x_curr = ops[\"nodes\"].reshape(-1, 1).copy()\n", " x_prev = x_curr.copy() # starts at rest\n", " frames[name], tip_y[name] = [ops[\"nodes\"].copy()], [ops[\"nodes\"][:, 1].min()]\n", " for step in range(1, n_steps + 1):\n", " energy_func, gradient_func, hessian_func = beam_system(**ops, x_curr=x_curr, x_prev=x_prev)\n", " x_next = simkit.solvers.newton_solver(x_curr.copy(), energy_func, gradient_func, hessian_func,\n", " max_iter=STEP_ITERS, tolerance=STEP_TOL)\n", " x_prev, x_curr = x_curr, x_next\n", " tip_y[name].append(x_curr.reshape(-1, 2)[:, 1].min())\n", " if step in frame_steps:\n", " frames[name].append(x_curr.reshape(-1, 2).copy())\n", "\n", "_, curved_polys = p2_curved_outline(V2, T2)\n", "curved_p2 = [p2_curved_outline(U, T2)[0] for U in frames[\"P2\"]]\n", "fig, anim = utils.animate_meshes_grid(\n", " [{\"states\": frames[\"P1\"], \"T\": T, \"title\": \"Linear (P1) - straight edges\"},\n", " {\"states\": curved_p2, \"T\": curved_polys, \"title\": \"Quadratic (P2) - true curved edges\"}],\n", " lims=utils.auto_limits(frames[\"P1\"] + curved_p2, pad=0.15), fps=FPS, figsize=(9.4, 4.6),\n", " suptitle=\"Same mesh, same material, same dt: only P2's edges can curve\")\n", "fig.tight_layout()\n", "video = simkit.filesystem.save_animation(anim, os.path.join(RESULTS_DIR, \"p1_vs_p2_beam.mp4\"), fps=FPS,\n", " copy_to=os.path.join(MEDIA_DIR, \"012_p1_vs_p2_beam.mp4\"))\n", "plt.close(fig)\n", "utils.embed_video(video)" ] }, { "cell_type": "markdown", "id": "a0ead64b", "metadata": {}, "source": [ "The height of the lowest point over time makes the comparison quantitative: the softer P2 beam falls\n", "further and then rebounds (at the end it whips back up, as in the last frames above), while the stiff\n", "P1 beam bottoms out higher and barely rebounds; the curves drift apart as the beams go out of phase." ] }, { "cell_type": "code", "execution_count": 10, "id": "136c3283", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:40.884142Z", "iopub.status.busy": "2026-09-24T03:44:40.884053Z", "iopub.status.idle": "2026-09-24T03:44:40.948573Z", "shell.execute_reply": "2026-09-24T03:44:40.948216Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "P1: lowest point -1.862 at t = 0.82 s\n", "P2: lowest point -2.034 at t = 0.79 s\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "times = DT * np.arange(n_steps + 1)\n", "fig, ax = utils.line_plot(times, {\"P1\": tip_y[\"P1\"], \"P2\": tip_y[\"P2\"]}, colors=COLORS,\n", " xlabel=\"time (s)\", ylabel=\"height of lowest point\",\n", " title=\"Beam tip trajectory under gravity\", figsize=(7, 4))\n", "for name in tip_y:\n", " print(f\"{name}: lowest point {min(tip_y[name]):.3f} at t = {DT * np.argmin(tip_y[name]):.2f} s\")\n", "simkit.filesystem.save_figure(fig, os.path.join(RESULTS_DIR, \"tip_trajectory.png\"),\n", " copy_to=os.path.join(MEDIA_DIR, \"012_tip_trajectory.png\"))\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "491f7ee6", "metadata": {}, "source": [ "### Wait — is this just a subdivided mesh?\n", "\n", "A P2 element and a triangle subdivided into 4 linear sub-triangles use the *same 6 nodes*; the\n", "difference is the **function space** (table). Below, one triangle is deformed by the quadratic bending\n", "field $\\phi(x, y) = (x,\\ y + \\beta x^2)$, $\\beta =$ `BEND`, and drawn three ways: P1 stays flat, subdivision is a kinked\n", "chord, and only the quadratic basis matches the true shape (dashed grey), which is why P2 reproduces\n", "quadratic fields exactly while no linear scheme on these nodes can.\n", "\n", "| scheme | nodes | within an element | edges |\n", "|---|---|---|---|\n", "| **P1 linear** | 3 corners | constant $F$ | straight |\n", "| **Subdivided P1** | same 6 | piecewise-constant $F$, kinks at midpoints | straight chords |\n", "| **P2 quadratic** | same 6 | $F$ varies linearly and smoothly | **curved (parabolic)** |" ] }, { "cell_type": "code", "execution_count": 11, "id": "f8454899", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:40.950593Z", "iopub.status.busy": "2026-09-24T03:44:40.950474Z", "iopub.status.idle": "2026-09-24T03:44:41.133621Z", "shell.execute_reply": "2026-09-24T03:44:41.132816Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "def phi(P):\n", " \"\"\"Quadratic bending field phi(x, y) = (x, y + BEND x^2).\"\"\"\n", " P = np.atleast_2d(P)\n", " return np.column_stack([P[:, 0], P[:, 1] + BEND * P[:, 0] ** 2])\n", "\n", "corners = DEMO_CORNERS\n", "node6 = np.vstack([corners, 0.5 * (corners + np.roll(corners, -1, axis=0))]) # [c0, c1, c2, m01, m12, m20]\n", "U6 = phi(node6)\n", "s = np.linspace(0, 1, TRUTH_SAMPLES)[:, None]\n", "truth = phi(np.vstack([(1 - s) * corners[i] + s * corners[(i + 1) % 3] for i in range(3)])) # true outline\n", "T_sub = np.array([[0, 3, 5], [3, 1, 4], [5, 4, 2], [3, 4, 5]]) # 4-way subdivision\n", "P_curved, poly_curved = p2_curved_outline(U6, np.array([[0, 1, 2, 3, 4, 5]]))\n", "panels = [(\"P1 linear\\n(3 nodes, straight - cannot curve)\", U6[:3], np.array([[0, 1, 2]])),\n", " (\"Subdivided P1\\n(same 6 nodes, straight chords + kinks)\", U6, T_sub),\n", " (\"P2 quadratic\\n(same 6 nodes, true curved edges)\", P_curved, poly_curved)]\n", "\n", "lims = utils.auto_limits([truth, U6], pad=0.3)\n", "fig, axes = plt.subplots(1, 3, figsize=(13.8, 4.5))\n", "for ax, (title, P, F) in zip(axes, panels):\n", " utils.plot_mesh(ax, P, F, lims=lims, title=title, lw=1.8)\n", " ax.plot(np.r_[truth[:, 0], truth[0, 0]], np.r_[truth[:, 1], truth[0, 1]],\n", " color=\"0.5\", lw=1.6, ls=\"--\", zorder=4, label=\"true smooth shape\")\n", " ax.plot(U6[:3, 0], U6[:3, 1], \"o\", color=utils.MESH_EDGE, ms=7, zorder=5, label=\"corner nodes\")\n", " if ax is not axes[0]:\n", " ax.plot(U6[3:, 0], U6[3:, 1], \"s\", color=utils.HANDLE_C, ms=7, zorder=5, label=\"midpoint nodes\")\n", "fig.legend(*axes[1].get_legend_handles_labels(), loc=\"lower center\", ncol=3, fontsize=9)\n", "fig.suptitle(\"Same nodes, three function spaces: only the quadratic basis bends within the element\", fontsize=12)\n", "fig.tight_layout(rect=(0, 0.07, 1, 1))\n", "simkit.filesystem.save_figure(fig, os.path.join(RESULTS_DIR, \"p1_vs_subdivided_vs_p2.png\"),\n", " copy_to=os.path.join(MEDIA_DIR, \"012_p1_vs_subdivided_vs_p2.png\"))\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "99bbecb8", "metadata": {}, "source": [ "### Static equilibrium: the unambiguous stiffness comparison\n", "\n", "The animation includes inertia, so at any instant both beams are still swinging (slightly out of phase,\n", "since their mass distributions differ). To compare *stiffness* cleanly we build `beam_system` without\n", "the inertia term and solve for the gravity equilibrium each beam eventually settles into. The clip\n", "alternates between rest and equilibrium; linear triangles cannot bend within an element, so P1 is\n", "artificially **stiff** and deflects less." ] }, { "cell_type": "code", "execution_count": 12, "id": "5f4db255", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:41.134830Z", "iopub.status.busy": "2026-09-24T03:44:41.134746Z", "iopub.status.idle": "2026-09-24T03:44:41.272083Z", "shell.execute_reply": "2026-09-24T03:44:41.271658Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "P1 tip deflection: 1.2620\n", "P2 tip deflection: 1.7120 (P2 is 35.7% more compliant)\n" ] }, { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "eq, newton_grad = {}, {}\n", "for name, ops in ((\"P1\", ops_p1), (\"P2\", ops_p2)):\n", " energy_func, gradient_func, hessian_func = beam_system(**ops) # static: no inertia\n", " x_eq, info = simkit.solvers.newton_solver(ops[\"nodes\"].reshape(-1, 1).copy(), energy_func, gradient_func,\n", " hessian_func, max_iter=STATIC_ITERS, tolerance=STATIC_TOL,\n", " return_info=True)\n", " eq[name] = x_eq.reshape(-1, 2)\n", " newton_grad[name] = [np.linalg.norm(g) for g in info[\"g\"]] + [np.linalg.norm(gradient_func(x_eq))]\n", "y_rest = X[:, 1].min() # lowest point at rest\n", "tip = {name: y_rest - eq[name][:, 1].min() for name in eq} # downward tip deflection\n", "print(f\"P1 tip deflection: {tip['P1']:.4f}\")\n", "print(f\"P2 tip deflection: {tip['P2']:.4f} (P2 is {100 * (tip['P2'] - tip['P1']) / tip['P1']:.1f}% more compliant)\")\n", "\n", "curved_static = [p2_curved_outline(U, T2)[0] for U in (V2, eq[\"P2\"])]\n", "fig, anim = utils.animate_meshes_grid(\n", " [{\"states\": [X, eq[\"P1\"]], \"T\": T, \"title\": f\"P1 equilibrium (tip deflection {tip['P1']:.3f})\"},\n", " {\"states\": curved_static, \"T\": curved_polys, \"title\": f\"P2 equilibrium (tip deflection {tip['P2']:.3f}, curved)\"}],\n", " lims=utils.auto_limits([X, eq[\"P1\"]] + curved_static, pad=0.15), fps=STATIC_FPS, figsize=(9.4, 4.6),\n", " suptitle=\"Static gravity equilibrium: linear elements are stiffer (deflect less)\")\n", "fig.tight_layout()\n", "video = simkit.filesystem.save_animation(anim, os.path.join(RESULTS_DIR, \"p1_vs_p2_static.mp4\"), fps=STATIC_FPS,\n", " copy_to=os.path.join(MEDIA_DIR, \"012_p1_vs_p2_static.mp4\"))\n", "plt.close(fig)\n", "utils.embed_video(video)" ] }, { "cell_type": "markdown", "id": "1a08ab3d", "metadata": {}, "source": [ "As a solver check, the gradient norm per Newton iteration of both static solves. After the line-searched\n", "large-deformation phase it falls by roughly 5 (P2) to 7 (P1) orders of magnitude from its peak, until the\n", "Newton step is below `STATIC_TOL`. The tail is linear rather than quadratic because `psd=True` projects\n", "each element Hessian to be positive semi-definite, which only approximates the true Hessian where\n", "elements are compressed." ] }, { "cell_type": "code", "execution_count": 13, "id": "9cdb2e08", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:41.273431Z", "iopub.status.busy": "2026-09-24T03:44:41.273335Z", "iopub.status.idle": "2026-09-24T03:44:41.515708Z", "shell.execute_reply": "2026-09-24T03:44:41.515290Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "labels = {name: f\"{name} ({len(g) - 1} iterations)\" for name, g in newton_grad.items()}\n", "fig, ax = utils.residual_plot({labels[name]: g for name, g in newton_grad.items()},\n", " colors={labels[name]: COLORS[name] for name in labels}, markers=True, stagger=False,\n", " xlabel=\"Newton iteration\", ylabel=r\"$\\|\\nabla E\\|$\",\n", " title=\"Static equilibrium solve\", figsize=(6.5, 4))\n", "simkit.filesystem.save_figure(fig, os.path.join(RESULTS_DIR, \"static_newton.png\"),\n", " copy_to=os.path.join(MEDIA_DIR, \"012_static_newton.png\"))\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "32cdf4cc", "metadata": {}, "source": [ "The elastic energy density $\\psi(F)$ at equilibrium shows *why* P1 is stiff. P1 has one $F$, hence one\n", "$\\psi$, per triangle (flat colours); P2 has one per cubature point (dots at their deformed positions), so\n", "the strain varies inside each element and the curvature is carried smoothly instead of being forced\n", "into piecewise-constant pieces. Both panels share one logarithmic colour scale." ] }, { "cell_type": "code", "execution_count": 14, "id": "8e629d82", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:41.517204Z", "iopub.status.busy": "2026-09-24T03:44:41.517116Z", "iopub.status.idle": "2026-09-24T03:44:41.685040Z", "shell.execute_reply": "2026-09-24T03:44:41.684635Z" } }, "outputs": [ { "data": { "image/png": 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DMAzDMAzTTLAgYxiGYRiGYRiGaSZYkDEMwzAMwzAMwzQTLMgYhmEYhmEYhmGaCRZkDMMwDMMwDMMwzQQLMoZhGIZhGIZhmGaCBRnDMAzDMAzDMEwzwYKMYRiGYRiGYRimmWBBxjAMwzAMwzAM00ywIGMYhmEYhmEYhmkmWJAxDMMwDMMwDMM0EyzIGIZhGIZhGIZhmgkWZAzDMAzDMAzDMM0ECzIT+P3P75Centb4Pw2GYRjmtpGQkIAFCxbg559/RkZGBl95hmEYplmQNM9hWzcV5ifx6fe7oK60w6RJU9C/93hIpdLmPi2GYRjGCKqqqoT/Xr58GefOnYOHhweGDh2Knj17wtramq8lwzAMc1tgQWYC1jZmGPFINLISZNiyowi7DixFt67dEBowFp3De0AkEjX+T4phGIZpVGistrOzw3PPPYdt27bh9OnTWLlyJdauXYsuXbqgb9++CAsLg0TCt0qGYRim6eC7TANw61AOt4ejEXvCGafPnkZOxRacvh4CB8ue6Nv9Dri5uTfeT4phGIZpEkhwTZgwAWPGjMHOnTtx8uRJIWJ2/vx5IVLWo0cP9O7dG35+fjzhxjAMwzQ6LMgagcBeuQjokYsLO3yRWpCHHqO/w47zKyEu7wEPh/7o33sipzQyDMO0AmE2duxYjBw5Env37sWxY8dQUlKCAwcO4NChQ9UpjSTQzM3Nm/t0GYZhmDYCC7JGQiwGIsckQ14BnNkcCHNJFXqP24SKqs34e/tiWIt7INhvNCK69OYZVoZhmBYuzEiUDR8+HPv27cPhw4ehVCqhUqmwfft2bNiwAQMHDhQWe3v75j5dhmEYppXDgqyRsbAE+kyPQ2G2BPtWd4azZxG6DbsC4Apis9fg7MYo2Eu7o3e3O+Dp4dXYh2cYhmEaCbFYjGHDhmHIkCHYs2ePECWjmrPIyEjEx8dj165dwr/pc39/f55sYxiGYUyCBVkTYe+qxICZ0Ui5aoddS7ogoGsaOnbNg73rYahVh7Hn0iqoj3WHu30/DOgzGTKZrKlOhWEYhmmgMBsxYgQGDBiAdevWCcLM19cXMksF/lm3ALs2vwEzsQRylTvuvPt5TJ0+k8UZwzAMYzAsyJoYn9AiYbl6yB27lnoiclgsXLwq4BGYCWAL5JVbsXLnUliJe6CTz0hERvQTbv4MwzBMy8LS0hIzZ85EXFwcXn/5brwzT4n3n7Mk713h86qqfKz651XMuu83/PbHZq4dZhiGYQyCBdltInRAJlR9MnF2mz8uHZKgz/hoWFqrYCFVwzfiGoBrSMxdi/MbI2Ev7YlekVPh7eV3u06PYRiGMZBff5qP3z8HvD1JjN3EzEyEGVNl8HCLxYy7R+LFlxcI1vlsm88wDMPogwXZbUQsAbpPSER5iRhH/w2BzKYSvUbHCe8Tds4VsHM+BrX6GPZfWwnViR5ws++DAb2nwsrK6naeKsMwDKOFpKQkeLnEwttT9+1zaH8LLFqVI1jo00LOjb169YKZmRlfU4ZhGKYOLMiaAZmNCn3vikFOihR7VnSGR0AeOvdPr/6c+kq7B2QD2AqFfBtW7VkGmbo7OnqNQFTkQL6pMwzDNBP/bFiE+6fLAei3vR8/rAwy9yjBhZGaTpM747hx4wTLfE5LZxiGYWrCgqwZcfGphMu90Ug464SdS7ogtHcSfIKLaq1jbqGGb+frAK4jLX89Lm3qCjvzHugZMRW+vgHNdu4MwzDtkcKCbLg41R/pcnOpwunoK3hk9uPo3Lmz0GT6n3/+qRZm3bp1Y2HGMAzDCLAgawF06JYHv655uLzXG9dP+aD7qOuwd1HUWc/GsRI2jiegVp/AobjVqDodBRfbvkJKo42NTbOcO8MwTHvC3bMDElMOonOIVO96MfEiHD9xGo5O6zB+/HhERUUhIiICZ8+eFZwaKZXx7rvvhpubG5Yv/xkXzx+BmUSC4cPvxNhxU1isMQzT7FRUVEAup4wA47GwsBCMkBjDYEHWQiBjxS7DU6GUU2PpjhCp1eg9MRoWFnXXpZRGN/8cwH8HlPKdWLt/GSxVPdHBYxh6RA3mlEaGYZgmYuq0h/DTV6vx8f+p9a539KwbXn/9dSxfvhzR0dGYPn06goKC0LNnT6F32ZEjR/D83Idga5WAh+6VY/pLZlAqge17DuChWe/hqWe+RL9+Q/jnyDBMs4mxAH8bZGRVmbS9h4eH0K+RRZlhsCBrYUgsgF5T41CcL8bBteGwdy5F1IhEQbBpX18Nn/BYALHIKFyLJf9EwtaiB7p3nowO/p1u9+kzDMO0aaKvX8Lxc9k4dd4GPbpqn/1dtk6NvgNmCs2iX3nlFaxduxaLFy8W0hQpWkYPKMnJFzFqaDxm3aOuvhWT58ekscD4UTl463+Pw9JyCaKiet3mb8gwDAMhMkZiLP6UP+xsjWvHVFSsQkCPRGEfLMgMgxtemcDpg+VIu960roe2jir0v+c6nDsUYM+yLog+5VrvNjb2Cvh2Own7sJ9wLHEWlmyYg627/kRxcXGTnivDMExrJCsrCwUFBUIK4ZUrV+pNzcnJycFfy17Fx79b4evlBfh1eSHKy1U3P8+twisf5OJC/BDcefcjwntk4HHnnXfisccew/Xr1/Hll1/i2rVrOH9m+X9irC5kn//eG2X44bvXGvkbMwzDGIe1jWkLYxwcITOBoEgLHN3kA0WlCAFhCoQPSYCNw82bcmPi0akMHp2u4fpRN+xa0hkRg+Ph5lemdxtKaXT1ywP8dkKp2IV1B/6GtKo7/N2Homf3YdwTh2EYhoyVXFyE60B1XbQQFNUKCwtDcHAwnJ2da12nxUu/wczHimAhNcfz79jj/Ck5nvlfFiQQCZ+LpUCf4ZY4f7iizvX19fXFyy+/jFWrVuF/H7yBObPz9d6CJRIRvNyTkJiYKJwTwzBMc6CCWliM3YYxDhZkJmBjK8GU52OQfM0OFw76ImVlKFwcxHBwzkX4oHQh7bCxCeqbhcDeWTi/3Q+XD1ug1/hrsLarXwRKzCmlMQ5AHLKL1mPpvxGwkfRAt7BJCOwY2vgnyjAM00qg6JWDgwOef/55HD58GPv370dsbKzQa2zz5s3CZyTOwsPDBVGUkHQc0wJu2N2LRCJE9pQKy63s+feSzuPdc889OHxoLbpH1p+g0jW8EJcuXWRBxjBMs6ES/mf8NoxxsCBrAL4hRfANuYTze3yQmuaEEjtbZKx3hkythHdIOjp2K0RjQnVk3cYmoaJMjJNbgmFhoUCv8bGQGPhTtLZTwjryDNTqMziVuhpHLnSHk3Uv9O85XXjwYBiGaY+QUBo4cKCwkD09OSDm5eUJ6d70+tixY4KTbXlFvmH7M5PXW+wuV1yBTKZ/P5WVwNG9+zB06DBYWTVtmjzDMIw2qtRqYTEGzfq9evUSjObmzJkjLIxuWJA1Al2HpSC0IgXHN4WgxMIM5oMrEX3VE/Er/CEzK0dIvyQ4e1eisbC0UqHPHbHIzzTHvhWd4eZbgIjBqQZvTymNLj4FgM9uVCl3Y+ORvyFV9oCv62D06jES5ub6G54yDMO0Vbp27SoscXFxQpSM6swCAgJga2uLE2cMs3+uUuq3eh48eDq27NiHGXfo38/+I04IDHHDRx99hPvvv19Io2QYhmktnDhxAnZ2ds19Gq2C22Lq8d1336FDhw6C00qfPn1w/PhxvetTjn1oaKiwPvVtoZtiS8fCEhh45zX06hENxb8yqFUSmI+XQz5MhONnO2Hfigic/Ncf5SWNd8kd3RUYcG80pE6V2LWkCxIuGR/lMpMAPmGJcI1Yizzrl7Bs8/1Y8+9CRMdchNrIGRGGYdo+7WE8Jzp27IhnnnkGTz31FEpLS3HhwgX4effClQt1e0TWJC1ZCV8v/c6I/QcMxr5DLlAodI+xaelKmEu74OGHHxYidz///LNgPqJQ6D8+wzBMU9SQGbswLUyQrVixAvPmzcPbb7+N06dPC/1XxowZI8w6aoPy+GfOnInZs2fjzJkzmDp1qrBcvHgRrQFnn0qMuP8iOlhko2SdJRR5YlgProJovAIFEVLs3xqOAys74/IBd6iUjXNMv86FGHDfNeRl22L3ss7IyzStiM3KVgnfyLNw7Pw7zmU+giUbnsSm7b8gP9+wNB2GYdo27W08Jzw9PQVhNmPGDMQnp+Lrj4shr9T+sFFVpcbiH+zwwP1z9e6T6s+eeOpTvDxfhoqKuvtKTVPinYWemPfSp8K61Lvs8ccfF9wZP/vsM6SlpTXa92MYhtEHiasqIxcWZMYjUjdxGIRmUCmH9NtvvxVeq1QqwW3q2WefxWuv1bX0pYJnmo3ctGlT9Xt9+/YV+rf8+OOP9R6vqKgI9vb2KCwsbLIw6aKNj8G5y7F61yPBdXJrR+SV2cB6eBnEljf1b3kCIL5kDplYgQ4RqfAJaxxremosenZLB6jkYvSZcB1SWcMKK6uqgMzrfpAousPbeTD69hrNKY0Mc5u5HeNaexzPY2JisGjRIkFk1sevf32P6/gHLkEiHP/tGh58yAJdut009Lh+RY5vF1YgrNM0zJgxS4gGUu2EPqKjr+K3X+bDyT4JkRHFUMhF2LoTyC9yxcKP/xKubU2USqVgPEJNpSdOnIghQ4YI9W/NBf38MzMz4e7u3qzn0Vrh69c+r19LGc8NPc/Yqx6wNbIPWXGxCoGhGS3+O7abGjLq6XLq1Cm8/vrr1e/RH83IkSOFG4o26P1bb440A7t+/Xqt61dWVgpLzV+gloJYAvSeGIeSAjFObAmBwsUM1v1u1CDIOgDooIBSpcKF0z64fl4CmXkZwgYlwt7V9NAZGXz0nJSAsiIxDm8MhY19OXqMjtfZWLo+6HnCKzQJQBKKSjdi2ZYusDHrgfBO4xAa3FWYvWUYpu3TnOM5PXjR0tgYOh9JaYJ7T/6DMf9nK7we82Yktv2bhmUr8yE1V0OuFMHOzw5SJy90794HGzduxLZt2wTB1KNHD52TWMHBoVj4yUrhoTI6OlpoSfLhx+H466+/sHTpUjzyyCNwc3OrXp8+Hz58OAIDA4X0Rdpm1qxZzdZ4VfMzaYqfTXuAr1/7vH6t7XwbYurBtBBBRk00q6qqhNmLmtDrq1evat0mIyND6/r0vjYWLFiAd999Fy0Z6lE2bOYVJF+xw5V1/hB3lUMWqK5+oLHuSf9WoKzcDEeOhEBWLoKdfSE6D00WatNMwcpOhX53X0dWogx7lneBd1A2QntnNuh7yKxV8O16HsB5XMpYjZMbo+Ag64l+3e+o7ufDMEzbpDnHc0qJLC8vR2OjSceuT5jt2LUNfgOqql9LrSXofbcfJYzXWu/y7kLYOdgKonX79u2CW+OuXbswaNAgITKYmpqKLbs2obyyDOFBERg1fLQQRSPRVVN4Pf3000Lk7qeffsIDDzwAP7/ax6HXlMJI9Xmffvqp0Hja0dERzUV2dnazHbstwNevfV0/cm9tTZB8NN72nml3Lot046s5A0szqremebQUfMOK4Bt2Aed2+yL9kiMsh5XBvEYYWCITQzLsxk0/J1uGPRu7wAoqePhnIrBXrklRLjf/crj5X0PcKWfB+CO0XwK8A0sa/F2cPIoBj/1QVe3H1tMrYVbZHV5OA9Gv1zhYWDRBIzaGYdo8usZzEitNkfZSUnJjLKwv0p+QHAOXyPrHNecOElw4dgZjR4/DhAkTMG7cOBw4cEAwMnn/yzfh0VWGjiNtIZGaYWv0Qfz1/PeYPGwGZt5xf639kEijujuq2fvjjz+EOryQkJBa65ANPjkv7tixQ4iokflHUFAQbvdMPz0Mu7q6tqqUsZYCX7/2ef1k9fW7aGFo6sKM3YZpQYKMoiZ0Y6F0jJrQa+rDog1635j1pVKpsLQmIocnI6wiGcf/CUaxhRTWQ8shNqs9mEhdxcA4pfArHXvNFYkrvWAplqNTz2R4dCwz+pgde+SiQ1QuLu7yQfQJP/QcEw1bx4a7iogppTE4BUAKSss2YfnWv2At7o6wjuMQHhbFKY0M00ZozvGcHraa4oHL0JRrG2t75JfUP15WlChx6cQZ7N27V4iK0fWiptJfL16A0R/6QWZ3M3XR0dsKQcOAvav/RsXScjx832Naa/C2bNmCZcuWCWYoUVFRtT6n/Y8dO1YQrOTCOGXKFAwePBi3m6b6+bQX+Pq1r+vXms6VqFLfWIzdhjGOJv2toEgJ5c9TykbNGQ163a9fP63b0Ps11ydoBlDX+q0VwSb/rmj06h6Nyn8sUXZetza2CgEsJiigHKXG2ZgO2LsiAsc3dBRq04yBxoCuo1LQY8p1nNkTiMPrO0FpWFsdg/uj+Xa9CKcuf+Fa8WNYvP5R/LP1B2RnNyxVkmGY5qc9j+fjRk1E7O76k3Di9gBPPDpHiIr98MMPgvhc+M376DXXsZYYq0nEnS7YfnKtzjQmirKNHj1aqLuj/Wqje/fuQrSMxBtF1Si1lGEYhmk9NLlMp/STX375BX/++SeuXLlS3dOF0isIyo+vWSQ+d+5cbN26VbD2pbqEd955BydPnhRsh9sizr6VGHn/RfiZ5Qg2+ZWZuqcVxBIxrPqpIB6vQElvCQ7uCcf+lV1wfpenUcKKxGDvaXHoNDAV+9d0xtndfmjsGlMH9xL4RB2ELPhLbD97D5ZvfBF7D6ytVbDPMEzror2O55QSlRevRn56hc518tMqYK/ugKFDh+LFF18UBOxXX32FuJxLsHHWn8XRcYIMS1b+qfPzAQMG4I477hBq0nQZqPj7+wt1ZbGxsUKvOE06JsMwTGPUkBm7MC2shoxSLijHd/78+UIhN9kd0w1aU+idlJRUK3zbv39/IT3j//7v//DGG28IOfE0M9ilSxe0ZUL6ZCGoRxZObOmI/FM2sB5ZBrGFbr0ssRFDMvJGCk16qh0y1jlDBiV8QjIQ0K3AoGPaOSvRf0Y00qJtsGdZF3SISEdgZC4aE/rRegalA9iE8vLNWL5tMWzEPRDsPwoRXXpzSiPDtCLa63j+0ZcfwHWQDBu+TMDo2T7wCrap9XnqlWJcWGqOHz/7tLq+i8QRRasy0vU3ziY8w+1wZvMJvet07dpViHzR9aMaFLr2t0IW1eTMSOuQCCbh6+zsbPT3ZRiG0aCCCFUQGb0N08L6kN1uWlIfMlMpyRfjxNZQyF1EsOmnMHg7Sh+quCSGeZI5ZJIKhPRLgrO34RGp6MPuyE6wR+TQOLh4N76jWU0KsmQoTu0OB1l39ImaDg93ryY9HsO0ZlpL35rGpiX0IaOI09uLn0XUo15QlCtxZmUsCpOL4expAbp75mXIIZKY485ej2P2g7XrwC5duoSv976MiGk3HRS1Qbfhf56Jx8dvfy0029ZX23bw4EEh7ZMaVYeFhem8F5DtPjWSJlFW08GxMWmtfaBaCnz92uf1ay3jueY8T15yh42RfchKilXo2TmzxX/HlkSrd1lsDk7vL0NnCyt4BRtvrmEINo5kk38ZSZftcWWtH8y6ySHrWL9upgHJKoKKEhSQy0U4frQTrA6JYW1dhM5DkiGz0R9EDu6fiU69M3F2uz8uHZag17hoWNWzjak4uJXDwe0Q1KpD2H1hFXCsOzwc+qNfr4mtzoGIYZjWCdnpk/X933//LUTvOnXqJDyA1OSnxd8iePqNKJO5TILeD4ZArVKjvPC/npL2FqDJ4N0fba0jyDp27IjiX+qfKU67UITuXXoLkS1K7SRzDl3j4MCBA1FWViZE3yhFlI6h7V5AZh/U/4zSJufMmQMvL570YhjGeKpMiJAZuz7DgswkekapsW+jJ6pEEvgGViJ8aJLQa6yx8QsvhE/oBZzf7YuMi46QDSuDxMBZCkp3tB5Mhd1VKMiXYv/WcFip1HD2zEFov0yhabXW7SRA9/GJqCgV4/iWEMisKtFrTJzO9RuKSAx4dKKeRJshr9iClTuXwErUA518RyIyom+rmvViGKb1OUfSGEORLBJClBJIgkwjzkjsZBenwd3pRkNoDSKxCFaOtevClJblwvbkfKiBRJWfYwiKMlNh5657oinu33L8sfA9wdiD6vNIRFFvMToHbZDJB4myxYsX49FHH4W3t3eddSjKNmLECEGUffPNN0Jvs5baEoZhmJZLaxJk06ZNE1xuaexbvXo1WhP8tGsCdvZivPL6MQwbloLUHHts+6cL9q3ogou7PaBUNvIPSAx0G5mM4dPPQ3zIDMW7pEZ3ebdwFEM2Rgn1uCokOzhi1+oIHFwZipQrtR8yamJprULfO2PgG5mFPSs749Jhz0b4NvWcp6UavhFX4dxlKRIUT+PJ5x/E2Ytnmvy4DMO0T0iMkQB7++23BQdJiUSCgoICnD17FuvWrcOHH36IrJxsgyeXtFUAvDZ3Ps58V4KS3Lrp47T+6b+yMH3YA0LdGaVevfTSSwgMDBR6i5Froi7HRLLBJ+FIfcp0NcYlUTZkyBChlu/bb79FQkKCQd+FYRhGg0otMmlpDubOnSuMna0RFmQNoG+fRLwwexd8rUqRZS7DaXtfbFsViYMrQpF0sXFzZskZcdCd19Aj6joqN1qi7MLNWVhjkHUApGShP0aFCxk+2P13BI6uDURBtvYQmJN3JQbMjIbEukpoLJ0cfXtygS+d9IbZMAW++PEzHD2r3VWMYRimMSAhNmnSJMEhkoQZQQKJHBMtqmSoKK6/lldUJhX2cysODg746ePFSPrLCse/z0byuXxkXCvCmTWp2PJKAqZEPIp7pt9bSyTeddddmDVrluBISQ8Xutxp7733XqGn22+//SbUauhzaRw2bJjgvkh1cwzDMG2RoUOHwtZWd7ChJcOCrIFYWAD3zziGGT2PwPVCJfI6SREzyBEHM4OwY3kkjq4JREGm9v4zpuDqVyHY5PsiD8Vkk59tmicL3fSte6ohmaBA2UAzHD0SIkT5zmz1hVyLs7N/13wMuO8aslIcsGd5OApyGu873UphjjlS851gGQDY3SXH9799i51HdzTZ8RiGYQiyqqeUl1dffRV+fn7Yv38/eob3x+V1+nsppp0vwJAeI3V+7uTkhO8/+Q2fPPs7upXcjYCUsZjW8Tn0DRmB8mK51igYRb+ee+45oc6NeppR5E4b5KpIqZHkZqnUk6LRu3dvjBkzBj/++KOQnskwDGNMyqKxi7Hs379fmBijeleK7lNN7a3QpFKHDh1gaWmJPn364Pjx+l1sWwssyBqJwMACPDt7N/oUJMNurxzyIAukD7PB1R5u2H24i9DM+exWH61ixxSoDmz0zPOwuqBC0RZLqOSm17BJZGJYDauCaLwSOcEy7P0nAgdWhiP6mHOd/mSdh6Wj1/TruHgwAAfXhDTa96nJvs1dYDHyxoywxF4Mm0EqLNuyBKu2r2j8gzEMw9wC3eyphov6rJ04uwspx+OQdDxL63UqTC1D0mo5Hrp3dr3XkVISZ951H2bPehwTJ0wS9k8RKzIV0SamKJ3yhRdeEOrA6EGE2gpom1x77LHHkJubK7Qg0Ac1kJ44cSJ+/fVXTl9kGMYgqiA2aTGW0tJSwWWWxjptkJEROeJSivnp06eFdWmSiSat2gIsyBrzYoqBieMv4MlJu+C3vxCSiwqILcUo6WeFpCF2OOfjhW0buuHAinBcP+7U4GbMZLTRd3IsBg6/BOU2C5QctWjwd5C6imE5VgH1OBXizFyxe2UEDq0MQUacVfU6Egug55R4hA5PwMH14Ti13b/RGkufP+QDeUcxxOY3fzWlwWpYuKmxNXYTfl77o9E1dAzDMKbw0RevY+qLSvzfb35QRCdh3yenkHw6ByXZFci6XogdH57DkY9SEegWjjVr1iAlJcXohtMkyuLj43VGuChqRy6JZPDx+++/49y5c3XWofTK+++/HydOnMD58+fr7WdGBe8//fSTztozhmEYDWoT6sdoG411fs1FV/o1MW7cOHzwwQdCloI2Pv/8c2Hy6eGHH0Z4eLgQ7aexj8bFtgALsibAwUmJJx/ejzEOl+GwrRyqwhs3WZGLOfKHWCN+iCOOVwZgx4pIHF4dhOwkywYdz9a5SrDJD/VIQelaKcoTGqeY0ioEsJiggGKUGmdjOmDv3xE4vqEjSgpu/NqQs2T/e67DJbAAe5Z3QfRJ1wYdr7JcjGuxXpB2qSu4ZAPkEOeKcczsAL74+zPI5TcspxmGYZoCcl609IqBb7AUYrEIdzzhiidecYRtbgoytl1E1eVY3PuwFD0iwgXBRA6JP//8M77//nt88vXHeOCFWbj/xfvx8LyHsHnrvzrNOahxM/UKS05OFlwTFQqFzqbcVAe2du1a7Nq1q46BCKXxDB48WPicejPpg1J9aHaZUiHpvBmGYZoiZZGcXSnSr1kWLFhg0oWWy+U4deoURo4cWSs7gF4fOdI2fAZYkDUh/fol4LkHdiDsYg4sjyhqRXaqgiyROcwG0X1dsPd8GHav6IqTm/xRXmz6j8S/SwFG3n8BTullKN5oCWVJ40SSxBIxrPqpIJ6gQElvCQ7uCcf+lV1wfpcnlHLAvWMZBtx7DfIqCXYt7YzMhJvRNGPYs74zJMN1z55YjS0Hjktw1f8sFq74UJhtYRiGaQoWr/wO/afWNumwtDLD0KmOuPMJV4y71xnenWTIK4sWGi8/+eSTGDJsCJbvWYbL/hfg8awrvOa4wflJByxLX4q7n7hbZ0SKjD+effZZpKenC5EyXVkA5JhIDaGpOfSmTZvqiDKKfPn4+GDp0qV6Z6IJepAhQxCKlPEEF8MwuqhSi01aCJpoIsMhzULGSaaQk5MjTGpR2ndN6HVGRkatcY1MkTZv3iyMha1JrLEga2IsLNSYRaYfUUfgtr0UomRlHbFT3tMKKUNscTHYA9u3dMWBFZ1x5YAbVErT0ia7j0rG0KkXID5ghuI9xtvk60NiI4bVSCUwTol0bzvsXheBAytCEX/WAZ1656DfjGjEX/XA3r/DUFpk+K9X3EUnlDhaCvvXBV0r2ahyqHeYIyU0Bh9v/BCpGamN9M0YhmFuUlaRC2u7+hswWjtXCPVblK745arP0efDnnCNcK01bnkN8YD30+548vUndUbK7OzshEhbYmKiYHevi7CwMCFlh2oo6KHjVlH24IMPIi4+Fk/PfQALPvs/7Ni1Ves9gGaXyTqf/kvW+brOi2GY9o0KIqggNnIRVY9rNReptHb/xsZm586dwsQX9WmkMblfv35oLbAgu010CsrHc7N3o1deMmx2V2o14RDbSVA4mFIaHXBC6oetKyNxaEUIUq9ZG308Sys1Bt11Dd27xqBigyXKLppmk68PmbcIluMVqBqrwrUyD+wSLPSD4NMlC92nxODk9mAc2dip3t5sJDxPnwiEtG/9CtTcQQyLsEqoDkmQHZqCr/d+iisxlxvvSzEMw1DdhIrqIOp3sS3IKxceAr745XN0eMQPYjPtt1VLB0vIBlpgyw7dYotSeqgWjJzDqB5MF+QASbb4tA4ZeWjO8/Tp43j0uclw7HoBI5/PQcdJR3E8awEeeXYctu/cXGc/ZNNPETd6gFm1apVB35dhGMZQevXqJdR76TLqMBQXFxeYmZnVScem1xTpbwuwILudF1sMTJ54Hk9oTD8u6elt4ydFznAbXB/khIMJIdj5d1ccWxeA4lzjhJWbfzlGzboIH1XDbPL1QTOsVhGA+QQF5MNEOHG2E45sjIBYqoRnRDr2reyM8/t9dG6/758wiPrX3+dHgzREDTOJClVXxSgMysEv57/DkbOHGunbMAzDAN0jhiL2nH4bWRIwVUWuQlrOqZhTkDnJ9K7vMcAdq7et0rtOx44dheJ2SkmMjY3Vux6JsmPHjmH79u04e+40vlnyMu5+V40Bd1jD0c0C9i7m6DHGCve8J8LGwwuxY9cWrY6S9913Hy5evIht27bxj55hmEarIaNJo8uXLwvR/4ZgYWEh9Iik+lkNFPmn160pCqYPFmTNgKOTQjD9GG1f2/RDl9ipjJQhbagtrkR6YOferkK/sPM7vYT6LUMJ65+JkTPPQ3Ze3WCbfH2ILcSwHlwF0TgFCrtKce5kEFRm5shIMcfOJZ0Rf8mx1voZSVbIUdnCwt04IxLZQDlE8SIoc6tQ5l+EZSl/YvOBTY38bRiGaa9MGDsd//5cpDdqdGZ3BcYOnyGYckjs609vpOhZanaq3ibORN++fdGtWzehnoxqJ3QRGBgoiCmqk/jwi5dw52symEnqjqXU02fCHBmWrv1Ka/oiReaoyTQ93JAwYxiGaYwaMmMoKSnB2bNnhYUg91n6t6bdB1ne//LLL/jzzz9x5coVwaGWrPIphbstwIKsGemvMf04n1vH9EMbYisxigdYIXGIPc64eGPbmm44KNRv2Rt0PIkE6DclBv2HXYZyqxSlx5quuTNh4SiGbEwV1OOqUN7ZBuUSKQ7/64k1X4UjN+NGHvGR3WGwGKa/+FwXVuPKod5nDpVSBYVnOTaVrcXSzYs57YZhmAaRn5+Pd+ffh4cmVmL1wmTIK+qOzef3VSD7bARm3v0QbG1tYS0xLLVcpVDj66+/FmaN9UHWz2QWQg8f5eXlOtejBtL9+/eHc8dirWKspijr1L8ce/bt1Po5pf1MmDABS5YsEb4/wzDMzRoy4xdjOXnyJKKiooRFI8Do3/Pnz692mv3000+F1zRhRWKNUrZvNfpordQ/pcc0venHvUdx/boT/t3WDTkRloBP/UJJ5GGBXA8LZKtkSL5qjZjlSthalCK4fyKcPPWn/9m7KDHs3ktIuOCAa2t9IelRCUt/NCmyAAABCjirRCg7JcbmxcFQlCthO1YFS8rlNAHB5GNkBSq2yiCeWAWViwL7i3egcHUhnpj+lJBvzDAMYywffzQHC/4vG+6uNogIl+O7TxOgtDSHk68UlSVVSLtWBlVlIJb8+b0gdGhxMXeBsrIKEqnucSf3ah6mjZqGjl4dhWbQVF9B6YlUy6WN2bNn44svvhAaopJZBx1HG4XFuQgfUH/7lMAeEpzeehgjho3W2aOMTEXI5GPu3Lk8hjIMI5h0GNvoWYUbmQU0xtGzGKUs1pe2OHTo0Hon1CkbgZa2CEfIWghBQXl47tHd6J2bcsP0Q2lYSiGlNCrCLZE+zAZXe7liz/Eu2LsiAme2+KKyXP8MRYeIAowim/zUShSRTX5p0zdcpvO16QU4P6CC2F6K/O0qqLTMPhuKuaMIFqGVqDp44yFIZKvGWa+j+Ozvhaio0F//wTAMcyvkzOXmGAt31xtjStdwC/z0oQM+fc4SD/dX4cWpYqz6xgGdfMpq9fB69J7HkLgmWecFVavUyFyXhQfveRDjx4/HI488IjR5/vXXX3VGwEioUSPUhIQEYfZY37iqUtVfH6yqUkMs1j9RNXbsWOF8qIaNYRimISmLjVVD1h5gQWYCxUXOyMuxbjLTj8cn7obfnkJILiuNrt8q7WOFpCF2OOfvie0bI3FgRTiij7pAVzYkHTNqdCKGTbkI0T4JivdYNKpNvi5Kd1nD5U4l7CLNkfGrGMpC048pmHyYkcnHjddiSxFigy7jo1X/Q15+XuOdNMMwbQoSPFS3sHHjRkRHRwtNmbdvW4npE8vqrOvoYIbwEAv4+5oLkarxIwuxb9+O6s/79e6H4V4jELc8AVXy2hbyFQUVuPrVdbw++00hvVHTyJlSckjUUS8wXXVl1KNs+PDhgsV9QUGB1nX69h6ImKP1Z1Zc3CfH4P5j9K5jbm4u9PGhXmfUiJXso9l9kWHaL8Zb3t9YGOPgK2YC9834AlbiRbh27mFcvRgGhcL4XFl9ODnL8eQj+zHa9jLsyfSjyPiGZGInc+QPIQt9RxxXdcD2vyNxaGUwshK0u4BZWqsw+O6r6NYlFpVkk3+p6dL9Kqh1mEwl9BxzGCyHzMcSuestIU833QGSTD4QJxZMPgiRmQjpYfH4dPNHSExNaMSzZximreDr6yvYvpNIolqETz75BGdOn4Cdbf23RntboLS0toia88gczBvxEvJ/LsK1r2Jw+durOPLmcZQtrsQ3L36LAX0H1FrfysqqOjXwxx9/RFZWltZjDR48GE5OToI1vbYJM29vb6gKPFBRqruXmFKhwtldFegaEan3e1E/sm3b1yE6bis++mIC5r7aDfc/1BuffDZfKKBnGKZ9UaUWmbQwxiFSt7Gpr6KiIsEximYbqQldU0Ozq8eOr0FhyUE4uByFt29uo+5fLhfh79V9kGTuhLLeZkJqiqlQGqTVuUq4Fitha1WE8KFJsLLTHpm6ctgDiXFukA4sh4VL4/5hFayzhs3kkurvQueVvtIekIpgH1kGaaBpv5K0n5J1MphNVgr1ZRpsY50wK3I2uoZ0bbTvwDBteVxrL9+bxA31saGicIp6paWl4ccfPkffrssxfJD+BqZ/r1XBzf8b9Os/UKewodQ/ci6k4vPHH38cnp6eOs+D6rbo+FQrRn3GtF0LqicbPXq0Vptnst5/7X8P4M43zCGzqT2hppSrsGpBORzF3TB+3ERhH9qgCOGLr9yPgWMuodcAs1o1a9evKLDmT3/89N0WODo61rl+Dbk3tVf4+rXP69daxnPNeS4+EwErW+Mm6cuKqzAr6gKCg4MNriFr77Aga0RiY6/gyrV1kCuPIiD4DKysdc9WGkv0NSds3heFnK5SwLvh7oiqYiUcz1XCUaWEs1s2wgZmQnxLXTk1dD6xqRMKq2SwHlYupEQ2lLJzEqjVIsgia0f95DlqpO9zhsgScPIpgbSraddOnqdG5QEZJBNrby9LtsVUn7sxpOfQBp0/wzQHreUG3poFmeaBrrKyEvOe64NP39FvTf/0q4749IsdOo02arJo0SJkZGQINs30fXSxcuVKod6CLOjpQeZWqE/Y6tWrceeddwqi7NZrQvVvH37+MsT2GejUVwGRGIg+qoIixxPPPf4O5JUKIT3zpZdego2NTZ39L1j4MnoM24rgcO0PX9mZVVjzWxR+/nFTq34gbinw9Wuf16+1jOea81x0JtIkQfZQ1LkW/x1bEq3nN7gVEBgYhonj38CkcWtQlvcNrpy9C3HRvjrrt4whOIRMP3ahV3YqrPcYbvqhC7GtBIUDrZEw2B6nbP2wdRWlNIYi5bJNbZv8qTHoO+gqFFssUHrCvMGDZ2WcRR0xRlAUzjmoGOWW5sjKtkOFAfUQ2rBwIpMPebXJh4Zy32KsylyCDXvWmXz+DMO0faRSKcK7TMem7bqF1qLlIgwa8oBBYox44IEHYG1tLUTB9JkN3X333YIrGfUf0/TeIVJTU/HQvKewcPMiXAhR4+3zqzD1jcfx+Ktza/Up8/HxwfefL8cbjy1FgHwezK7fBUlOL8x76n/o0jkC3bt3F9IkDxw4UGdszs3NRUb2UZ1ijHB1N4PMPlowGWEYpn2gUotNWhjj4AhZE5OVlY5TZ1ahrOIIvDsch6OT7n4yhpKbI8XKjX2R5WMNRVjj9RKjm7LlpUq45FTBVlqM0EFJsHe9KZ7izzki+pwPJD3ksPQ3Pq2waLcU5iFySL10r5O31RpxnvawLVLCU1ECmYk9ysoPWqDKUQ2z0Nrvi/LE6FMxBA9OfNjghymGaW5ay4xqW4iQEZTJv3DByyjO/wcPzyyDt+eN9IG4BAU++14JieVgvPHmx0adk1wuF1IOKW1x1qxZescfqhW7evWqkOZIaY8Pv/0CzB7qAYl1bWt7RUEZREvOYNmnPwk9y7SxYcMGXLp0SahVI1FIzo7r1q3Diy++iOvXr+HPv79GaVUy8nIKMWVqKYaM0l5nrCE5QYHoE4/i5Rffb7URipYCX7/2ef1ay3iuOc9fTvcwKUL2WPdTLf47tiRYkN3GgePc+YNIStkKkdlRBIZcg8S8YeV7Bw8H4MjlIOT3M4fYrnFbypEVvf3pCjgpFHBwzEfnoamQWND3AM7s6ICsPDtYjSiDxMqwQVBZokLJXhvYTSivf4BdZY+4AY6wTZPDN6tIaABtymBbvFEKUT8lzJxqb6suAcIzuuPp6c8IjmIM09JpLTfwtiLINFCU6vdfFyA/L5Zul/Dw7ILJUx/B8ePHcfHiRYwYMQK9e/c2eHzKy8sTmkJTA2aKhOnj999/F0w+jsScR9kDXWBmaaF1PWVxOTw2JmPJVz/r/I6ff/65IAQpFZKEIJmX5BeloVx2EqMesoBUJsaRf3MR4VOOyJ76a+cKC6qwe81UvP/ud632gbilwNevfV6/1jKea87zp9M9ILMx7hmzvESJJ7qf4hoyI+DG0LcJGiyiug0WFrI5PnZiFYpKDsHJ7Sg8vfNN2ufA/vHo1SMRK9b0RpKFI8p737BjbpTztRSjuL8VqMtOQrYMyWtdYS+qhHdQBqJGJUBeLsbxTcEotjaH9eD6BVPpbhtYjSCHLv3r0X5cJxZCuckMScOcEGcphv96EWwnl9Uy6jAE6/HlKFkrg2hKbZMPkQ1wye8UPvn7Izx/x4tCCg/DMMytkLnGO+/9UOf9zp07IyYmBkuWLMG1a9cwZcoUwZ6+PsgpkUTcv//+i4CAALi4uOhc96GHHsI7776DNDsFnHWIMUJiK0OqpBTp6elaTUNoTCWjkO+++w7nz59HZGQkAgM74t/jy3DvvJvHd/aUIimxBJE99X+H5AQV/P3q1rcxDNM2McXGXrM+9SFryaKzJdF6phTaEGSxPHL4I5g++Tf4uKxA9PmncelsD5SXGW81L5Wq8MC9R3F31+Nw3VYKpCoa/XxFrhbIG0oW+k44UhSInSsjcWZLIDoPiEO38FhUbLBE+RXd516eBIjsVAZH0yTWYjj1KIb7qWJUeFgipqsjCtdaQVluXN0ciTDLkRVQbasbBRNbiJAYeg0frfkA2TnaraYZhmF00alTJ7z22muCCPrhhx9w5swZg/p1DRo0SJjRJwMPcmLUOX6JxbB1c4L1oKB696no6obdB/bp/NzV1RUDBw4UDEFiY2Nx4Ng/mDbnhlOihqAoa5w4Xn+LlY0rzHHP3Y/Uux7DMG2DhjSGZgyHr1gz06lTF0ya8H+YOGYNirO/wuWzdyI+xsdoI5Dg4Fw8N3sXejaS6YcuqkKlyBhqg2t9XbDndBdcPREIZ6dCuBYVoJh6ieXWfSCpPGkNq0HG1c5Zd6qCi3UJbBLKUWVvgev9nFG00RrKfLXxJh8hcigP1v1VF4lFyAxLwmc7FiIm4bpR+2UYhrG0tBT6mFE0a8+ePUJtlpLsaeuBIlZkorF3716968mVCogk9U/UiczNUCHXbRaye98O/L3pF1zJ34H3/ngQ19OO1rHGp+yK4L722LCqblNsDaeOqlGS74G4uLh6z4lhGIYxHBZkLQQLCwsMGjgd0yZ9jW5h6xB/5RVcOD0YBfm1i7j1QVmDUyedw2Pj9sB3TxEklxs/WlZ9LIkYZb1lSBpih/OBXkjMdYeVmRJF69Qo2iqtFoQlpyQwD640Kb/bYXA5PJNLICpRAJYSxAx2QcEuG6MbSEtDVJCYqVF1te5n9BBSEJyFH058jVOXThp9jgzDMJTC+Morr6CgoAB//fVXvQ2UKU166tSp2L9/v9B7TBc9O0eiKq7+3paiuHxEhkVo/eyrHz7GhnMfY8grCkyf74PRz7rDzk37eNxvogvSiy3x1cIiZGXcFJZFhSos+9UM5w8NxEvzPsSaNWv0ukUyDNN2UEFk0sIYBwuyFoiHhzfGj30e0yYuhXnVb7h67kFcuxQMpcKwX3AX10o89cg+jLC+Cvtt5ULPsaZE7CBBwWBrJAxzRHFfBygK1Ej6Soz8PWIokywg62x6PzaXSYXwP154w01EIkbcICcUHLdDZYxxv7qygXIgVoyqPO2Rw9KOBfgr9lfsPLrD5HNlGKb9QnUSzz33nFAn9ttvvyE7O1vv+hEREfDy8sKWLVt0pjqOHDYCsgs3be21Qduqz6ejR/fudT47eGgfYiq2o88Me5j9V0dLk1AKPea1o2a5o+8MXyxaosQLs8vx7Qd+WPlzX0wbswTvvv0doqKihO9IdXAMw7R9GpKySOZF4eHhQg0rox8WZC0Y6m7ePWoYpkxcgKH9NyIt7j1cPD0WGen1F48TgwbG4dn7dyL4TB4sjzddtKwmqg5SFEy0h+IxZ+RfBorSygUnJFOhZtTOg4vhdbS4OgyY0N8JedftUHnWOE8aq/HlUO2V6EznrPQuxbr8v7FqxwqTz5dhmPad6UDpiz179hRcEhMTE/WuT33HyMmRDEJ03QNmT7oH5Rsv6BRjxUuPI8jBS7DVv5XFa35Gr7vqFtRbOVsiJ63u+hpcvCwQ2tsF9949H59+tBEfvPszwsLCqgXd2LFjcfjwYcE1kmGYtk0VxCYtGlMPanY/Z86c5v4aLR4WZK1o9nXUyNmCEYinw9+IvvA0Lp3rjvJy/fUFlpYqPHTfEdzZ+ThctpYAaU0bLaumRAWnDpaQdrBA2s8WUMlNF2WWXmq4eJfA8erN2obknvbIzLNDxRHd7mNaTT5GaDf50FDlJsdu8Wb8vO7HBglJhmHaJ5SePXHiREyePFlo8JycnKxzXUdHR8EWmqJkusabu6fcgce6jYPi12Mou5gCtUoNdZUKZWeSUPXLMbwx8REE+gfg7Nmzwvr5+fn4/vfv8foHryGj6DokFnVv833v8sbKbzNRpVTr7CF0Yr01pky6S+vn1POMBNrWrVsNvCoMw7RWVGqRSQtjHCzIWhlC4XVwV0wa/3+YMGoNijK/wOWzdyAh1gv6DL5CQ3ME048emU1r+qHB/pgSNiNK4TpeDsikyPzbBsoy049p26sSboUlMM+7OaubEWGLVJUtynbp75tTx+QjqBJVh3T/6qsdVDjlehBf/P2Z1llnhmGY+hgwYAAmTZqEpUuX6q0To3Wo35hGUGnj/jtnYPM3SzDbqidcl0Sj9H87MEUeiC0/LMfE0eMEcUQRq1ffewWPfvgQznkfRdnYPIjttaeL27tJ0WeGH759PRnXTpdWp0yqVGqc21eOlR9YYOE7fwgRP10MHToUp0+fRk6O/pRKhmFaNyoTomPG2uQz3Bi6zZCWloSz51ejvPIofDuegL2D7iKB7CwpVm/qh0wfayjDGr8VnThBAZeiclj3uyFmlBUqJC5zgUyqhOu4Qpg7mTZzQjPIGSscBPt9qifTYJtUBt8M4xpIl+83R5ULYBaiex21Qg2f6E54ftqLQqsChmkuWksj0bbWGLox2L17N7Zv344HHngAHh4eN9/fux1rNvwMmGdCJSpDdpoSXUKG4clHX6u1njY2bdqECxcuYN68eZBKpUJvy0kzJyJkTgc4h95IaSeRdeaTA3jg3UCd+5GXV+HkpnSc/zcXfr6+sLdxxZhhd2P82CmQSOq/N9B5lJSU4Mknn2xVjXlbCq21sXFLobVev9YynmvO88Pjw2BpZGPoihIl3ui9p8V/x5ZE6/kNZvTi5eWH8WPnYerE5RBX/oKr52Yh+lIQlMq64sfVjUw/9mK47Crst5dDVdK4aYy2V6uqxRghsRTDc1AhcsT2yNzqCLnuyWK90IDrMqYQvocLa71f7GeFmA4OKFknMzjyJxusgPq6GFX5utcXmYuQEhaDhRv+h9SMVNNOmmGYds3w4cMxbNgwLF68WHBhJD794i0cvfZ/eODNNDzypgqPvmGJ17+1Qb+7DuON9+/C1auX9O5z/PjxQrbEjh03TIjOXTgHl2F21WKMoM/F9tYozNI9OWchM4PMWoaJw2ejc4dR+PrjZZg88Q6DxBgxePBgof4tJSXFwKvBMExrowoikxbGOFiQtTGoCLxnz5GYMnEhBvXdgNTYd3Dx9BhkZtjXWXfwoFg8e99OBJ9uPNMP6alKWEXW7WNjFVQFH9d8XLV3R9p+F1RcN+1Xj1IOncNK4Hq+tq203M0S17s53WggbWBqpPWEcqj26Db50PQqyw5Nwdd7P8WVmMsmnTPDMO2bMWPGoHv37lixYgU2bloFlcN2jJlhDol57YcWFw9zPPa2Egs+f1ZvPzOanJo+fTqOHz8upEP+ufYPdJzgX2e9oGlhWP91MqoU2se4ohw5Tq0pRdcu3YT0bF3mIrqgmW9yUWPHRYZhmIbBgqwN4+DggNEjH8P0yb/D1XYZoi88icvnuqGiQlzH9OOOzsfhvKUESDc9WkbGHdb5VbDspP3m7zSyBGFFmTjp5Y+U824oP6/bXEMf1p0VcFUXwzKtdh+cKrv/Gkj/Yw1Fntpgk4+qrfrPg2aaC4Ny8Mu573Dk7BGTzplhmPbNtGnTIJPJsOTvrzBsqm4zJgupGP3GF2PLtg16U4k279mKQ9EncP+8R3At9Sok0rr7tHazQoc7I/DHm7G4diy/ulZMIVfh7KYiHPlWgvkvfowjR47AxcUFJ08a34tx4MCBQqPo2NhYo7dlGKblo1KLTVoItr03HBZk7QASFGGhUZg0fj7Gj1qHgvTPcfnsNCTEeVYbgYSF5mDuo7vQI9100w/bwwrIhpToXcd9Sh6iEpJw2tsfcbHuKD1muCFHTRxHlcEnuhiouEVA/tdAupAaSKcYFnGTBlei6rB+t0qirEMRlqX8gc0HNpl0zgzDtF8oDZCaQTt5FUMs1p/O032wOXbtW6P1sw2bN+LOl2dhn/s1+LzVG75v9YHCTvf+nIOc0Ov1QbiaIsP3j13D/k8lOPG1PSYGvYFF360RzDmoToTEGkXI9EXmdDW57t27t5CSqaufGsMwrReyBjI+ZfEGbHtvOI3v6MC0aKgAfMjgu8lMGSmpCTh3YQ0q5Efh1/EE7OzlmDblLLIypFj9b19k+VlDGWpYFEudo4BMqoCFg36NL7ESw713PoLPZ+CSnzcqMs0RsjcDNkPLjf4uzpMKodhohsRhTrccRIy4wU7ocFQMh9JSWIToF5fSMDVU+1VQRgOSYP3HVHiWY1POWuRvzse94+4XxC7DMIyhuHtZ1buOmZkIInFdYXTgyEH8sH8xPJ6NrD32WFigslgOqa12V0QzCzMEjAqA+WU7/Pjxsjqfjx49GitXrhT2Sb3TAgN1G4HUpKysDBs3bsTVq1dRWVmJM2fOCKmZDMO0HWpGvIzZhjEOvmLtGB/vDpgw9kVMnfA31OU/4+q5+3H9ciCcXeV4evY+DLOMht02w0w/7E9XwXpo3doxbdiEKuHjkAeH/CLEurnhbKk3CrfU/5ByKxKZGM69C+F54r+m0TX5r4F0TrwdKk/XP+8gGywHovWbfGhQuSiw32oHfljzHaqqtNtKMwzD3AqlBRbm1J8VUF6mglRS15ns2yU/wu3e0DoTQR6jw3Bxtf76r9S9mbhn/Aytn3Xp0gU2NjZChOv69ev1nh/Vm61evRqffPKJ4HJ31113CfVke/bsqXdbhmFaF1VqsUkLYxx8xRjBCKR3r9GYMvFjDOi9EcnX5+Pi6VEID87Cc4LpRz6kJ3SbfkiuKSDzrxBqsgzFZXQxwvPSIVYqkebsjOPwQ946a6ObMcsC1HB2KIFdnHYxmNLDHpmFdig/ZNEoJh8aRLZqnPU8is/+XoiKitq1bAzDMNog0WOhDkBFuf4xZvvKctw17Unh37m5uYiOjsa5c+dQ7KSEyKzuOGvX0QVlVRaI2ZWkdX855/Jgd90ZE8dO0nnMIUOGCBNMV65c0bkOpTNu3rwZH330EZKSkgRjkWeeeQadO3cWmkUnJCQIFvwMw7Qd1BBBZeRC2zDGwYKMqYWjoyPGjHoC0ycvgpP1EiRdfxS9I0owpePJG6YfGbWFGQkomwQlrLobbwbiMTkP3eKThX/nO9rjkG0AclfZCuYgxmA/oBzu6SUwK9IuGjO62CJVZIfSndL6TT6GVaBqm2GZvGJLEWKDLuOjVf9DfkG+UefMMEz75Nmn3sGq78x01ltlpSlwfKcZsvOy8eDce/HMFw9iweZX8No3z0HhqvuW3fHensjNN8Ou90/g6vpYZJzNQtKeNFz9LAEBiWH4ZsF3elOsqfie6sHy8vKE3kG3Qo2nFy5ciPPnzwu2+3PnzkVERER1/6fQ0FDhfkDrMQzTduAI2e2BBRmjFbpxh4f1xKQJ72Ds8HVwtXsVo3raoMOZHFjtlVdHkayPK2HVp7YFvaFIbMXwiMpDYHKm8LrcxhoH3Dsha7UdlKXGiTKXSUXwPVFIClHr53lB1kh0skfxP5Z6o3AWLiJIgxQGmXwQIjMR0sPi8cm/C5CUmmjUOTMM0/6I7BqFmZMX4Jd3zRF/9WaPMIVcjX2blFj3nTccHAOx6MjXCHneGpFPeCPkDneE3uMOVeXN/o7a8BnfGZ2eHoqUDbnonjEAjwbOwYovVuP1uW/U2ziXPu/bt6+QMUEROQ3koEipidTzjBwVX3zxRfTs2VNYryZRUVHCfw8cOMCp3AzDMEbCgoypF7JqHjpkJu6Y8gOee/xzDPf1ge3yEojPVUJWpoTU2/SLaNNFCT/rXNgW3nBnVFpa4qBvCLLWO0CRa7hjF0W3XIYVweeI7nSZEl8ZYjrZo3itFVQ6+vIQ0jAVzNQ3TD4MFa95oen45vDnOH/tvMHnzDBM+2TcmCn45asDKLzyAD6dK8bXr0iw8tMA9PRdgNdf/BwlDlno9rBfrTRw1yAHlF5Nq3ffObvjMaTPIPh5+2HokKEwNze8vQilLdKEFZl0kLX+jz/+iEWLFiEoKEgQYvS5rv1RdM3a2lqIrl28eNHgYzIM07JRqUUmLYxxsCBjjMLXtyMenPUufv3mT4y06g2HAMsGX0HnsYXokpUKKG8YZKjMJTgYEIKMbY6oTDX8j1rqATj5l8D5su6IncLFEtE9HFG4zkpvFE4w+bguRlWB4ZG64o55+OPyj9h3cq/B2zAM0377RL487x389ctuBPuNxhsvf4XBg4fjx8XfIuqRuk2exWYiuAfIUHApXec+qyoUyN+XhOFDh+Hy5ctG29CTNX9YWJgQIfv888+FKNhTTz0l2PVT/ZshpiWaKBnDMG2DKohNWgjuQ2Y4LMgYk6Ab92MPPonHB7wEyyueDeo/Q6ky7pPzEPVfPdl/b+JIhyCkHXBGebRh6YOEbfdKuJSVwDz7ZirQrahtLHB9gDMKN1nrjcJZjy+HapfEKKORcr9irMpcgg171hm8DcMw7Rd3d3chVXDnzp3C69SCJFg7a5/o6nN/IPJ3X0DuqeQ6Y25Fbimyv7uIEZGDBQv6kpISow02qDE09SKjqH+/fv3w6KOPwtPT0+DtqY6MxnNKc8zIyDDq2AzDtL0IGfchMxwWZEyDCOwQhKeHvQ6bSx2gVpkuyizsxfCIzENAalaN304xTnQIRPJ5N5SfM7xlntPYYvheKAL0mYNYSBA71AWFe22gSBbpNvkYXgHVVsNTfgilRyW2Ktdj0T+/c6NUhmHqZezYsYiPjxdcCiHSPW5RlGzc6xGwzk/FuVf/RfbSq8heGY2c7y/BZ48Z/lrwCyZPmowLFy4IPSfT0upPcSTIMZEiYps2bUL//v2FCbfU1FSj+yxSDzJyYvTw8GBzD4ZpI6ggNmlhjIMbQzMNxsPdEy9Mmo9vNyxEXvg1iCWm5Q7bdlWgQ2IOsoqsUWpnXf3+WR8/yOPMEFCWDet+uiNfGmiG1mV8IRTbJEge4qhvRcQNdIL/8RsNpKWhKq0mH+pAORSHLWDW3/CeY2onFY6U7EHhykLMueNZ4QGHYRhGG7a2thg1ahS2b98OsdJcmMjRJYZEYhGipneA+Lo1vn3xe6EnGKUKamq7XF1dhWgbWdiTIKOolS4oirZixQqhGTQ5Jo4ZM0boJ0bCkAQiOS46OTkZ/EOjOjKqOSYL/OPHj2PSpElG1bAxDNPyqFKLhMXYbRjjYAnLNAp0E3/x7vnwuBqJqkrTI2XOEwoRkZFaxy3xsqc3rmR7oniPzKD9mNuJ4RxRDLezN8xCdCIWI7GvE3IT7VBxSvuDgzRcBbFaDWX9/VJrIbIBLvmdwsfLF6CszLCm2QzDtE+GDh0qjBORgT2RcjxP77pZVwsxIHIonJ2dhZTCmqKHJqQ6deokRKpSUlK0bk+f/fPPP/j000+hUCjw+OOPVzd3JqiOjAQhiSpTauM04ows8hmGad2wqcftgQUZ02hQiszz97yOgPj+UJWYNjtCDxMeE/IQGVf3QSLOzR3nyrxRuNnKoH1ZhyrhIimBVXL9jZtTutsjs9gO5Qe1N5C2GlwJXBOjqtA4sSm2ECEx9BoWrHkf2Tk10jEZhmFqYGFhgdGjR0MqtkTWViVK87SPW5XFCiT8XYKHZj6iNwWS0JaySHVi1E+MTD+osfMTTzwBHx+fWut07dpViLDRuiTe9EHRvEOHD+KJlx7Ggy/diR1n1+Onpd/Azt6O0xYZpg2gVouhMnKhbRjj4CvGNCqUmjfn7hfQJWcEVPmGm3HUxMJZBM/wfPil5dT5LM3ZGcfM/JG31rq6F5o+HIeXwSu+GCirv3F1ZmcbpJjZonSHVI/Jh5lRJh+aFKOssGR8tmMhYhNjjNqWYZj2Q+/evVFRUYHXnnoLcT+W4/zfCVCU3xi7lPIqxGzJwuUv8/Ht+z/rdT10dHQUomeUklhaWlotzr788kshMkYmIvPmzROEl7bUSNo3pR6SGLt06ZLO49Dnz776JP48uxCdnlaj2wv2GPy2Lwa954ldqX/j7/WLkZXFE1EMwzD1wYKMaXToBv/QlCfQTz4FyNIuburDrnsFOoqzISupm+pXYG+Hg3YByF1tC5U+447/cJ5YCP+juptG1yS/kw0SXOxQvFFaR3iJzcWwHGa8yYfmmhQEZ+H741/h1KWTRm/PMEz7iJINHjxYEEFLvl8B19RQRH9RhtivK5H+ixlmhc3F3z+thZeXV737op5hZFtPtWB//vmn0FOMzDZIiI0YMaLe2i57e3thDDxy5IjOdd795C3YjMxH2BQ3SKQ3J+CkNuboNssTfpOlePO9V428CgzDtCSqIDJpYYyDnQaYJuOO0TNhc9AOu1JXAd66e4PpwmViAbouM8OxTp2EWq+aVNhY44AkGANWX4fz5CJIbHTPLUgsxXDuXwj5CXOk97lRI6GPUh8rxMjMELBWBLvJZRBbiGuZfKgCFVAeMYdZP8NNPqr33bEAf8X+ioLifIzoO8ro7RmGadsMGjQIO3bsQHp6OkJDQuHtPQKTJ082ej+RkZFYt24dVq1aJZh+PPLII+jQoYPB2/v5+Qn1ZRRZIwt7qglbtHwRTl07KUzlWqgtkKdIwMAudXumaeg03AX/bj4iGI+Q2GQYpvVBBtrGNnpugOl2u4UjZEyTMmbgBEzxeARmiTcKvY2BbOc9xuaha7yOwnRLCxzwC0HWBgfIc/T/9cv8qGlpCexiyg06tsJZiugeTihcawVlSe1ImWV4FcxUxpt8aKj0LsXa/L+xascK03bAMEybxdraWugBdujQIcGtMDMz0+h9HD16VKgTo5RC2t+cOXOMEmNEeHg4CgsLhfTH3/76Dfe+MhPn/U7D/RkXuD/tgkyPNASMt613Px1HOuCPP383+jswDNMyMLZ+TLMwxsFXjGlyBnQfjJnBT8MixtXobaVuIngG5cM7PVfr5yqJBAcDQpC53QkVNfpKa8OuXwU8s4shyZcbdnAbc1wf5IrCzTZQZNcWfLLBlRBdE0NZaFw9mYYqNzl2izfjl3U/GV2TxjBM22b48OG4evWqEFUyxqH1zJkzghDbtm2bUCc2bNgwoY7M0H5kNQkICBAMOyQWEuyO34mwl4PhFHLTAl9eVAl7r/oNlux9LHHshO60R4ZhWjYqiExaGOPglEXmttA1NAo2snlYdOQblIca13DUvncFOq3NRnapDHJrLQ8AYjGOdOiEXocT4NEtD7IQ3amEThOKIF8lRvwwpzppkFqxECN2iDMCDohg16MMUv+bwsxqfDlK1smgmqYU3CGNRe2gwgmLAyheUYRn7pjLKT0Mw9wYp5ycEBQUJBhiGCLISIhRmiOtS0KM6tAoxZCia/v37xciZnfeeadBV/fsuXP4c+1yFJcWIyM5DeIEJbq9Udf8w8JOirLcStg4W+rdX3meEmU5hSgqKqq21WcYpvXAfchuDxwhY24bHf07Yc6I12F7KQBqIxOMXSfnIyqlbn+yasRinPDviOQLbig7Y643DdJlVCF8DhcZfnCxGPGDXJB/3hbyK2Z1TD6qTDD5qN6HlQjXAs5h4YoPUVxcbPJ+GIZpW5CwosgWuS5SpOpWKLJ++PBhISK2YcMGobHzSy+9JFjekxgj3N3dBWOPCxcu1CvsqE7sjifvx4ubvsD1kZbIvtcbFXf6I1eWDzOLuo65/kP9cWFrer3fI+eYCgP6DcCpU6eM+v4Mw7T+lMVevXoJ6c/fffddc3+NFg8LMua24u7qgecnvQXHiyFQKQ0XZSSk3EflISI+Ve96Z338EJvggdIjut0dyZjDObAYzheNMxpJ6uuI7GRbVJy8KcAsXEWwCFSg6qjpf0oicxFSQmOwcMP/kJZpfGoRwzBtDxJYlLJI/cDIFEMD1YVRSuJHH32EnTt3okePHnj55Zcxbtw4rVb4mvdOnz6t81gUvXrwtadReV8gbMeHQGIjFSJiIokZHINvpinWROYsQ1mlCLmJJTr3m3auEF39eqN79+4mNZlmGKZ1c+LECaHnIdWxMvphQcbcdiht5cW758PzajdUVRouyiy9AM+APHhm5utd74qnFy7leKF4l0znOjaRCrjJSyDNqL9pdE1So+yRUWqL8gPS2iYfSjWUDWgxRr3KskNT8NWeT3Al5rLpO2IYpk1AtvQktkgYUS8xMthYtmwZPvzwQ5w9e1awtX/11VcxcuRIwbhDF9SPjPZBaYuaelWKuCUmJgr2+rm5ufjyl++gviMQEpva6YdmMnNUFuuuue32eHfs/TUOcUeza0XxVFVqXNmagSt/FuPVuW8KM+SUfpmaqn9CjWGYlodQE6Y2cuEaMqPhGjKmWZBKpXh+xuv4ac1XiPM+CrGNYcLMoX8FglZnIrtMBqWV7tqFBFc3VOZJELEpFXbjS7TWeDmMLob3KjHinCyEWjFDyQq3RWWcGXy2FcF6TKXwnmyIHCUbpFC6KiGxN22egx6aCoNy8Mv573BXyf3o162fSfthGKZtQG6LBw4cwKJFi1BQUCD0EZs6dSo6d+4spCIaal9PoovMPWJiYrD/+BGs3rMNhS4yqKzMIckpRWFCHDoNn1hnW6mbHZLjSwSxpa3uV2IpQd/XBuDs92eRsL4MNm43xmSpwgbdQ0bBt0uxMPbSeE+ijKJk06ZNa4QrwzDM7UJtgkkHbcMYBwsyptmgB4qn7noBf278BZcUeyByVBq0ndvkfHRfbobjQYF6jTnSnZxQVihBz3VJcJxSLKQ91oQeFFwnFEK5WYKkoY5GnXthRyvI00TosKEQ1hPKhX031ORDQ5l/EZal/IGC4jyMGzTB5P0wDNO68fHxgUQiESJgd999t/DaWEJCQrBv3z54enripffmIzPKE+L7+wkCiyRdVaUcog15WreldWSd/ZB4IBUdBms/NtUDWxfbYd2f62uNe1SztmDBAiEdkppMa/qiUU81Q8UkwzDNjybqZew2jHFwyiLTrNAN/6Epj6OvfDKQpbvuqybUqNljeD46J9Zfb1Vob4dDDh2Ru9oWqsq6hiDUUNo5qgjup3XXQeii3EuGmFBHFJEIk6tumHwMrUDVNtNNPjQoPMvxT9kaLN28WGtBP8Mw7WN8nDlzptCg2cvLy6R9eHt734i+l5ciMcgOZj0Ca0W7RGZmUCl0O9O6jOyC2FOFiN2RWMeMqTy3HNc+j8HHr35SZxKKjEUsLS2r0xSpDxoJMbLzZxim9cB9yG4PLMiYFsEdo2dihGwmRKm6ayFqYumrhpd3Ptyz9deTERXWVtjnEYys1XZQFtcVZVZBVXCRlcAm0bCm0TVROEkR3csFBeushH1buIkgDWiYyYcGlYsC+6124LuV3wiF/AzDtD/IEINMPa5fN6wTPU3gbN+1C3c9/RhGPPEgRj31MLacPIL1B3bCalCXOuuTcYeiVKHT+ZbEm8/DQ5CaaYb9zx/GqY/PIHZRPK5/EQfZFhv8/M4vCAkO0botGYqQU2R2djZ+X/IrridfxTc/fIXycuPHWoZhmgej68dMiKgxnLLItCDGDJwAuzP2+CfxTyj9C+pd33FwGYJWZiK3whpKSwu966osLbDfPwQDNlyHy5hCSF1rDxYOQ8ogX2OG684SoSG0UVhLEDPQFYFbcmE3pBTSzlWo2msGZSwgCUSDUFtX4fDps4i++Ca+eu8jo/q3MQzT+qGUxUGDBgmmHJR+qA9yZJz94lyccxBDNC5KEFuEqrwShas2w0NHKrU0Igg5h2PgOjBI6+c07lhlq7H0l/WCffX4sePRp08fIeKlL4Lv4OCAb/74Alb+IngNt4JjmAXykzMx9enR6B86DPNfeZfHNIZp4ZjS6JlNPYyHI2RMi6Jf1EDMDHkGFjGuBq3vMSUf3RKTdPcnq4lEgkMdQ5C5wwmVSXUHF5dJhehwvMiwfeloIF1wyBbyeBGshsqBy2Ioi0zY13+QI1rpOkvEdnVGgroIX//1u8n7Yhim9TJw4ECkpKQgPV1/3683F36Ic0HOEPfpXC3GBNRqmNnpzj6w6dsZ2aczkX82qc5nJLgylp3EjF5jhTo0Sj1MSEiotw6ssrISq7ctR/izDoh62gvuoQ6w87SCf29XRL3gjhjnw5j7OlthM0xLhyNktwcWZEyLIyIkErN7vQTLy1711k+JpWJ4DM5HWFL9DUpvbCDG0Y7BSD3igvKrkjq1ac6DC+F1zPh6Ms2+4wc5I++yHSovmglmH+qdkmqraWNQKVUoXWOJ6xFOUDhKkdLHEfuPHcbOY4dNOzeGYVotZOpBjaKPHDlSbZjx05+/4Z7nZuPu52dj9svPYP/BAzgUdxXijnVrzUQyKZSFuvsuUgTMedYYZF3MR+zb/6JoRzQKDseheN1liH6+iOB8O4wbNlpYl6J1165dExpW62PR0t8ReL8tHH20C0Hv3g6Ix3mhaTXDMEx7hwUZ0yIJ8OuIZ0a9AdtLATprGzRYBajg7Z4P59xCg/d/0r8jki65oey0RZ1eZy5exXC4VmbyuSf1dkB2uh0UZ6SwHFIBlZEmH4IYW2eJ6G7OUNr/Z3RiJkZxoDW++XcVLsdEm3xuDMO0ToYOHSo0WN2+eycmPH0flosvoej+EJTcF4qUyV547rcFyA310im4xLa2UOgZI0ViMezsHPDzm5/hizHP4/2uD+DnB9/B+h+XoXNQKDIyMoT1KG2SGlZfvHhR7/nuPb0DXl31u9cGTnTCV799ZtD3ZximeeAIWW3IZCk5OVmYmMrL0+5QawosyJgWi5uLO16YPB+OF0OhUuoXZU7DShFWnAGxXHcT01s55+2LmCR3lB6q3c/Mtlcl3AtKYJ5n+L5uJa2bHdIq7VB1RQrzDnIoj5oZLMZK1pIYc0GVXW2xmBNmB0mFHO9tX4XcRhwEGIZp+bi6usLG1gbz//oSlk/1g1WoZ3X9lZmlOUQ+DpA4Oejc3nZEH2Qv2wNVpULr54q0XARkVqFv796CRT1FwgIDA6vNOaixM0EGHeSgeOjQIZ3HIhOiKssbPRr1YWlngbyyG/tlGKZlwoIMKC4uxg8//IAhQ4bAzs5OSN0OCwsTxmV/f3889thjOHHiRIOuMwsypkVja2uLF+9+C55Xu6GqQr8oc5uSh+4JyUbt/6qHFy7leaFop6zW+07jiuBztghQml4Dlh1qgySZPaqSzWEmVwkmHwaJsR7OqLLTHlXLCpIiOzcXb634TajRYBim/XAy5iLsHuoLkbhuDay5gwzKfN0RMDN7W9hNHIq0L9eidP8FqJU3rO6risug2nIa4cez8MdnX2s12XB3d8f2PTsx9Yn7cffHz2Nd4Vn8dW4b7nrqQRw9cVzr8dh+iGHaBu1dkH3++eeCAPvjjz8wcuRIrF+/HmfPnkV0dLSQRv72228Lk1CjR4/G2LFjDXbEvRVuDM20eKRSKZ6f8Tp+WvM14ryPQGyjXZhJZGJ49M9HyKl0XPP3NHj/Ca6uKM83Q+SmVNiNLxH66VCjZ5fRhVDuMUPyIOOaRtekMMAKcksx/OMKgXwVlK5VkNjVnQehPmYl6y0R3dMZKmvdjpGl3lZwjcvHDutSfLD0N7z38FPsUsYw7QCq2cpEKcyttfdrdOwdiNyfDkIWrtva1dzDFX5evpjl3QuLvlgB/8COcHNwwpzZryE4OFjndntOHMIp62w43tUVsv/EoA3NGiuq8Nqqr/F02jTcM/XOWs6QZuWWQg2wPmfYsvxKuNma1l+NYZjbg9oE18S21D31xIkT2L9/Pzp37qz18969e+ORRx7Bjz/+KIi2AwcOIChIu2OtPjhCxrQKyNHrqbueR0TuKKjzdc8jWHWqgo9THpzyDK8nIzIdnXDUwh95a22ESBVh4SSCU0gJXM7rLoY3hHJPS8SEO0CpAKq2ieuYfNwQYzJE99IvxjQkRVoj5FoeVkuy8cO6vxt0bgzDtA5ycnKgcqydXl0TSluUuViiMqauU6IGZUwyBnQMxROzH8WkAcMwb9aj+Oq9BXrF2MHDh3BOmguniZF1InNiczNY390N329bUV1jpmF0/4lIOaE/tfrKqgzMe+IVveswDNO8tPcI2fLlyxEQEGBQ8ODJJ58UxJkpNKkgo2K3++67T8i3pH4ks2fPRklJSb2FyzSjVnOhL8gw9Lvw4OTH0FcxBcjSPktMOI8qQWgB1ZMZ10y5yM4OBx0DkbPKFsqKG6LJposCriiBZZp+R7H6UDpKEdPXFfJyNeQbbv7ZqSpVKF5HYswFKqv6xZiwjZ0FzCQqqOVK/J4fjfX7djbo3BjGEHg8b36nRZRpr//S4DujDxSnTqF03ymoazSTp/RE+aHzcNh5Bh++9qbwHqXgnDlzpt7j/rhiEWzGhOldRzI+GN8s+qnWe/ffMwvFeyyRF6v9nh+7MwsWGc56xSDDMM1PaxJkmzZtEoyHKEL166+/Ntp+7e3thUmxpqRJBRmJsUuXLmHHjh3CRaKQ3+OPP17vdlQcR/1WNMvHH3/clKfJtDLuGDUDI63uhTiVkma04zElD1EJumeKdSG3tsJ+72Bkr7GH4r8eYk4jS+EdXQxUGCfw6mAlQcJYT5RlK1G5G1BVqFC8XobrfUiMGZc9nNzDDmHX85BvI8HX1w7jxMXzDTs3hqkHHs+bF0dHRzhWSPS6zorMxHAfEIRpMncEbjkLh/WHhaXj5jN4pkMURvS40cyZGDZsmOAUVlioP5sgQ14EsYX+8Unq4YDLqbWLZClt8adPf4dovzd2vnUJScezkRVdiLg9WTi5MAOhZYMQ7BsmWPgzDMM0FKrjmjdvHnbv3i1MNn3yySfIzc1FY1BVVVUru4lMjzIzM9GYNFkN2ZUrV7B161Yh97Jnz57Ce9988w3Gjx+PTz/9FF5euvPGycHJw8OjqU6NaQOMHjAetmfs8E/in1D6F9T5XGIthnvvfARdyMB1X+N+l1QWFjjgH4wB/8TAdWQhLNwBl4mFUPxjhqRhTg07cYkYqdN94Lk+FbguQtxYF8DShD9DiRjlzmZwzChGooctFhz4B185u8DXk+sxmMaHx/OWwaPT78PCg6shG9xJ6+fqKhUkB5Lxzi+fCukzNSkqKhImN+kBZfXaDTh97qJQfO7612I8+8wcrbVeVAOmEhlWDaLSMiFO57DgrU/w7rvvwi7FDnalNvDz8sewL4YLgu3nn38W7POpBoNhmJaJKRGv5oiQHT9+XKjz8vb2Fl6PGzcO27dvx8yZMxv9WGTqUVrasHKW2xYhI+cRSlPUiDGC3EnIMOHYsWN6t126dClcXFzQpUsXvP7663pn0Mhpjm40NRemfdAvaiBmhjwDixg3rZ/bhCrha5sLh3wTfickEhwKCEbGbidUJoggsRLDpVcRPE4UN/zE5SqIrG1QJVcL7oumktXFDv5pN87nnBPw9rq/eLaZaZPjOc1MNtXS1PtvzGXG9LswWO2Hsr3X60TKlMXlKP/tOD5+4a06Yoyg0oELl6Mx/YFnsOxAChLMOkMSPBnL91zH2Kn34vSZs3W2IZFmqaq/ZQcJQZla98QS/e5EhEdg9qzHMGrEaEGMEaGhocKDTXNf1+ZcWtPvX0tcWuv1a03crpTF/fv3Y9KkSULAhsYecjO8le+++05It7a0tESfPn0EEaYhLS2tWowR9O/U1FS0FposQkYFvm5utR+UaRB2cnKqU/xbk3vvvVfw9KcfyPnz5/Hqq68KzdfWrl2rdf0FCxYIs29M+yQiJBK2shfx++GvUB6aWmeW12l0EcKXp+OorRVU/z0EGIxYjKMBQehxPAHeZTmQhVfBJa0EpfESFAfUtsk3mAolvPYVI7q3K2wzbeC9OQVJd3QAzE2bG8kOkMIvNg9JgU7Y56jE20t+xkezn61OS2KYtjCeUw+s8vJyNBXUW6u18MazL6HLlk344cs/UWoLWDvbQ1xQiWBHH7z8xqfCwwpFtm7lq29/RKbKDQ7BN0W1SGwGe/8oqFVVeOH/FuL7j99CeHjterG+wZHYm5oHS2/d2QElx+Px1LjpWo+rqb+ga3zr59THZ9++fULqJDWbbq+0pt+/lkhru37U06o1oVaLhMXYbYyltLRU6IFIphjTp0+v8/mKFSuElERyMyQx9uWXX2LMmDHCPeXW+1NTsGzZMgwePBgREREtQ5C99tprWLhwYb3pLaZSs8aMvrSnpydGjBiB2NjY6iaVNaEZV/oBaaAZVV9fX5OPz7Q+Ovh1xDNWb+DHbZ+iODy+lhMYzeB7TM5Dt3UWOB1cv0uONk75dYDiihn8y3JgP7AcnmslKHWRQGWrvVeYIWJMZSlBob8tXGJKEXAoH/FDnU06txI/K3RIyEcSOUNKxNggK4TbysV4eeZDJu2PaV+0lvGcbrYU4WlsaKaaHuaouSeNFa2Fxx6ajemTpuKdd94RHl58fHxgbq57PCIzrX92HoZDxxFaPydhJg0cgQ8+/hLL//y51mfPPfIkDjw/G1Wzu8PMsq5okucWo2pnDCbMGafT4p76mFF65K2f03UnUU/F8lFRUWhvtNbfv5ZCa71+MpmJE7rNBFneG2t7r1n/1qw1it5ri+BrUgxp0dcPjDwmHn74YeE1CbN///0Xv//+u3Avo4m/mhEx+ndjpUNTzRj1GyMxTWMt1avRa3qfxq6uXbvq/F5NJshefPFFPPSQ/oe9jh07CjVgNKtZE/oC5NRlTH0YqWAiJiZG6w1c3w+XaT+4ubjjhcnz8c36hcgLvwqx5ObgIbEVwyMqHx2vWSHOx92k/Z/39kVFigRB5VlwnlgI+RoREqiezNCbgLy2GNOQFOUAjxOF8DtRgKReDiadW0qEFUKuZONahDuqLCRYXJYIr23/4L4xk0zaH9N+aC3judAbsAkfuJp6/00BPYRSyh8ZX9VnyfzXkuVQOIRA3xSS2EyCjKIqIeJZ82dK6Ya/vPMZHn1zLooinWE/KBhiiRmqKuSo2B8L2+gS9AzvKRS964rMk2Ck1CJtfckoSnbhwgX06NED7ZXW+PvXkmht1681nWtDa8huDZCQiKGJJGORy+U4deqUMGlX8zpS6jyl1BMkvqgmlYQYReW3bNmCt956C40BRfIJmlii8zh9+rSwkBAsKCgQMkZoLDt37tztE2R0E6ClPvr16yecJJ24ZqAl5xOa0dDclA2B8ssJmlllGH3Y2trixbvfwndrPkVq4BmYWd4cQGwiFOiQlIvsQisU29uadCGjPTxRkS1B530ZcBlWBOVRc6T0tzdMjO2pK8YIhZMlzO1KkaewhPuVEmSG6XaO1Gepby4qg6SsEkorKUqtJPg+6TR8TrphSE/D/9aY9geP562bvn37Ytu2bcL9Vl8D5jPnL0LmGFnv/uTmTkL08laRTWmQm/9YhUeffAxVyTFCirW1uQyP3z0HPd7ojg8++ADR0dFCnaA2SDAqFAohJcnGpvYYRxbVixcv1ivoGIZpnSmLlI5cM7vB1ABKTk6OMEZQtL0m9Prq1avCv0kUffbZZ4KDLGmNV155Bc7OpmUf6YLs9GmZMWNG9Xvx8fE4efKkQW1E9NFkMp2U4tixY4XwIs2MHTp0CM8884zwJTQOi6RiaYZPU5RHN4L3339fEHEJCQnYuHEjHnjgASFnk8KBDFMf9Mc+957X0ClpIFQltX+9ncYVoktWOvBf42dTSHJ1xSmFD8qPW8HRtxhOV8tMFmMaEqLs4VChAHLFsE0xzQI6uYctwq7ebMKaYSfBxye3Izo+zqT9MUxNeDxvmVC9BdnW66vjI8zMyC6//nFPpFbpTH2kGq+ggE547/nXsfTzn/Hzwq/Q87/JVnoounz5ss79kgij/WqzoKbJVvqM7v8Mw7QtSIzVXJo6o23y5MnC5BBlYRjSZssQkpL0t1CiCae77roLH374ofDaVCORJo2bkrsWCS6qGSC7+4EDBwo2txpoxoyK8TSuWzTg79y5E6NHjxa2o3SaO+64A//8809TnibTxqBZ1ifvnIuueaOgypPUCm+7T8pFVHxyg/af5eSII5YdII83h2tRMcxzKk0WYwR9prRWI8HBHo7RcpgV6tifPiwkkDuIYJd9swnrVUcx3tvyN/IL6rYFYBhj4fG85UH3TIpKUZqOPqZMGIOKrOh692epyNIZ5dIcjzJfbqV79+7CvZxmsHVBD2Laep7RuEwzztSzlGGYtuWy2KtXL4SHhwvuiA3BxcVFeLa7tfcXvW7qNln0HZ544gmhjZcuaGz75ZdfhPFzzZo1LctlkaBiXXIl0cWtblCUa6rJ02SYhkDpOw9MehRrd9riSNY/ELndEDkWDmJ4dMlDQLwV4r3qT73VRbGdLQ5IOqJ/Riy8zxQiYZiLYKphrBjTkBxlj5ADOTgb4IceJ+IQP8TcaOfFjAhbBBwoxDnXmylBR5xUmL/8V3z+6Fy9Rf8MUx88nrdMqBUBuY/RxKeu2pQxo0fii+9/h1oVCpGOdSpL8tC5g4fQB9RYUdWtWzehuJ4yW7TVBmq21SbmCBJkVNIwbdo0ncdmGKb1pSySiGkMQyYLCwuh/GnXrl2YOnWq8B6lJdJryr5rSij6/7///Q+jRo0S7PbpPCjTj/6dn58vfE4TSjQxRb0eKQBlCq2rspBhjGT6yHsw2vo+iFNvihTbKDn8JdmwKmpYUz+FlRUO+IQIfcV89txMF4S8yigxJiAWo8RVAue8Ipzz8UXAoTwabYw7IbEY+b4W8E7Iv/meSIQtdmX4cOmvOi2pGYZpvVA2CWWbUK2GLkiovf/mPJTH7ISqSqlVjBVe/Af33VPXavrWOl16ALkVTQsEipLpgoSeLkFGIo72e6txDMMwzY/ahOiYKbb3JSUlgm+ExjuCarPo35qUQXLgpSjUn3/+Kbj/PvXUU0JdqsZ1samgOjRyeCQDJYr00QQS1bSRwQdx3333CaVWZC5iqhgjWJAxbZ5R/cdhitdsSBIcq99zmViIrhmpxoueW1BZWOBQUGco8yvheiRfEGdee4oQ3cvFcDH2H5nhdvAvLITSUorrju7wO2l8Q+vCjtZwzS+r9b3UEjOsQBZ+2bjK6P0xDNOyoTQeilDVl7bYp09vfPvRGyg8uwKlsftQlHoZxakXoYjbhQi7LDw66y4hwqUPR0dHwVlTG2TOoa9FArk16tqWZr+pDqO+78AwzO2HpnJpPteo5b9tjUlZPHnypGAhr2mBQQKM/j1//nzh9T333INPP/1UeE1jHom1rVu31jH6aMp2BTQp9cYbb2DdunXCsZcsWSKUV+lL9W4RKYsM01Lo120gbGV2WHHxJ1R2yrrRn2x8HiK3puBcJ7+G7VwixqnuXdHt9EW4J5cjeoQvVDLT0gOzqNFzWjaSvFyRk1UJj8vFyAg3zhUytbMVgq7k4Hrnm40SK2US/Jp9Bd4H92LCwKEmnRvDMC0TSqH57bffBCMtfU6FXSO6YNr4EcL6JIIojZkebCh6RY276SGD2hlQxEuXK6cu8w1yfDxw4IAQBSPxpa0GhOztdUGzziTIhg8fbtB3Zhjm9kA9xeh/xm5jbMri0KFD683kofTEpk5R1AelS1ZWVgoikMZOEoyUykjn3lA4Qsa0G7qEdMXsXi9CdsVb+KO3cBHBMzQPfmk5Dd63uEoFkbU1qiqqhH+bSqGfNVwqSoUIV4qbC1T5EtgmG+e8KHe2hEylhLhCXuv9XFsJvrx0AGevcvE8w7QlqFcciShK8akPEmJU+zBkyBD079+/umZMM8OrL0pGqTsaE65boYcua2trnWmL9ABza5PYmgQHByMuLg7l5eX1fgeGYW5/DZmxS1ukuLhY6DX2ySefCGPmsWPHhIkwstqn9MmGwIKMaVd08OuIZ0a+AbvLHaFWqWHXsxIdRdmwLDHNbp4Qy5WIjEnExSg3ZHT1gf/W5AZZ6yd0sUZI8g0b66vennCIkUNSYJzzYmJ3W4RfqWsxHecgxv92r0f6LU5FDMO0XijiT61hNP149EFijB4qtO2D6sD0pR1ShIzq1ahJqza8vb11CjJqDk3bVVRUaP2comok+MiymmGYtuGy2NbIzc0VhBjVjZGBBznDU40bjYvUtqshsCBj2h2uLm54ftJbcLocBpVCDZdJBYhMM62eTCyXIzKWxJgHVJYWyPGzh8jaFkFHTI+6UbNoS7Fc2Ddxzt8PvieLBedGgyErfRsRbHLrzticdlJj/ppFPBPNMG2sJxkJMnIe0wdFsXRFquhBgwSZrrQhqiEjB1sqvtcGpUJSlIvSHrVF0Ej06TL20ET6DBGVDMO0DhrL9r6lQBb75LA4btw4vPbaa1i+fLkg0r788kv8/vvvDdo3CzKmXUKFmfPu/D94RXeHWimCx5hcdI1PNUGMJeNiDxJjN2suYrs6QZGjRsDpum5khkLNojun/BfFEotxzscPAYcLjRKN6d1sEZhQ16KanBf3OMjx7tJf9PYNYhim9UBOhSSkUlJS9K5HkShdgowenih6pq2BM0FpkbToEmTk+EiCTVvaI4kxqlnTFp2r+R1YkDFMy8JoQ4//Fk0NGdnCz5kzB22B69ev49tvv0WfPn2EbIA333wTnTt3Fvos07h5//3345tvvhHqaY2FBRnTbqG+OHPveRWdkgbC3MoMnoF58M7Q/iByK1SfVS3GLGoXwJc6W0Nib4GKbEt4xBjvlEiQwFNZq2FZciPCpbS0wHVHN/if0CKwdJ6kGIXe5nBPrDsjrTYTY61FPr5evcSk82MYpmVBZh6aCJc+KMqlSxTZ2NgIi8bOWRv6RBWJLtq/rrRD2lZfnQX1JqUIGllKMwzTMuAastqTRtOnT8c777wjmCBRRgCNWdQLkibEaCFb/jFjxsBYWJAxaO8PMU/eOReRBaNhG1KFwKosmJfpLyqXkBiLT8YFLWJMw+WuDrCsUkKWANhkmFaknhRlj9CMmw8mRfa2yBLbwuOS7hnmW8kPsoFnbm0bfA1VUgn+LE3Aih2bTTo/hmFaZtqiPqcye3t7nXVc9dWBaUSVrggZ0alTJ52CjgxF9G1Ln/v5+XGUjGFaECzIbkJ1tuQE+8ILL2DRokVC/zHqT7Z582ZBrC1dulSw79eXCaALFmRMu4dSbGZNnI0Byqlw71eJ7skpOlMDJRWV6JKQjPO9PKDWIcYIpbUUatsqJKnd4HmhFOJS7UXw+v86xShxk8A552aEK9XVBaoCM9glGe7mkxYqQ+A17ZG/YmsJvo8/iUNnThp/fgzDtCioFxhFoDIybpgC6RJkZNusS7R1795dSDnUVgdmiKiitEeKcGmLhFFWgr5tNXVk9UX5GIa5fbCpx02oTowcahMTE/Hee+8J411YWJggxL766qvq9fS1H9EFCzKG+Y9pI+/GGIf74d61HF0S0upcF0l5BbokpOBCTw8qpqj3ul3p6oQAZQZixB3Q6Wi+Sc6LmmbRNbnq7QX7WCXM8w1zXqx0t4S1XCG4QWojxd4MC49uQVxSotHnxzBMy4GiV/RwoC/lkFIKyfhDl1Oipg6MHjh0uTTqE1XkxEjrUCrPrZDFvj7re02EjVIeub6VYVp/DVlbM/WYOnUq3n77baxdu1YY4woLC4WIfmZmJsaPH9+gfbMgY5gajOw3Fvd1exIe0gJ4ZOVVv09pjF0SU3Ghp5dBYoygCFqZoxhSZQXiqnwRdMyw+jRdzaJrcs7fFz6nSgx2Xkzubouwy7rrMi45ifHOP8vqfVhiGKZlQwXm+gQZGRoRuvp9UR0YGX/o2odMJtPZi6xmWo+mgTQ9qPzz7z9Yu2G9kCpZXyoP9Ssj4xBdgpBhmNvLDYFlbB+ytmnqoW08pR6K5F7bUFiQMcwt9OnWH8/f/yICklOEqJh5WRk6J6X9J8aM+5OJiXCCnzobVeZWyC5zhf/ZfJOaRTtX3mgWffMvV4wzvr4IOGSY86LKSgK1pRqyAt0PUoecqjB/2S86U5UYhmn5UIQsNTVVp2giwUWCR5+o0kSptEFRrvoEGUXZTp8+jfvnPo6ZC1/AR+nb8HnebiyO3YtfNy7HufPndG5L5+fv74+YmBi9x2AYhmlLsCBjGC10CY7AB2/MR8/oJHROyjBJjN34CxMj19MC9pV5KJQ4QJEtg1uM8cWeieFW1c2iNaikFoh2coP/ccOiWqk97BAcp8elUSzCvzalWLj8D72mAAzDtFyoRszT07M6QqUNqm/QJ6qojiw7O1trFI1mgnVF12o2gd5wcg+ypvrCcmYU7CP9YdfFFw739IT9ayPx3Hfv4eSZ03rdFvVF+RiGuX2wqcftgQUZw+ggsEMnvDN3HiSdTBRj/5Ec7Ah38Q0hlC7xgE2CGlbZ+meYb0XhLIOlmOrAatd9FJPzosQOnoY4L4rFKHY3g2uKblGmMjfD31VpWPTvOqPOj2GY1pO2WF+EjAQdGXDEx8fX+Yxs8esTZO9/9yncXx4NiY1lnc/EEjNYPdwbb337kc6JH4qQ0bG5joxhmh+1iQtjHCzIGEYPoSGheH3YFPgXNqyBcrK/DG4VN+rA4kU+8DlbCnGZwqh9JETZ3WwWXYNUFycoCiSwT6xf5OWG2sI7q0RvmmOZTIKf0y9g25GDRp0fwzAtAyqipwgZmXfoipCR06I+qI5MY8xBfXb27NmD7Tt2CHVg+rbNyspCirhYqxjTIDITozzYHocOH9ZpDEKiMSkpSe85MgzTsiNkbc3UoykxzJ2AYdoxPcIj8GxmBj6IO4wCG9P+ZHL87OCTnIkslbMQqbqOAAQdjUP0UBfhtcHNoq2oWXQZKmysan0W7e2JyPhElNtVQu4o1bufjCAZOlzPQ0KIi851suwk+OLcHng7u6JLcIiB35JhmJYARZgo+pSWliakD94KiR2FQlGv/fy5c+ewdsdOXM8rQJGzO9RiMWQ5mVCmJGHq9OnoEh5eZ7tjJ46hMswRuuXYDcy7e2PrwV0YOGCA1joySlukOrKAgAADvjHDME2GKSGvGqYednZ2aCs8+OCDmD17NgYPHtzo++YIGcMYwLRho/CgXSDMDXQ11EZMiA185P/VgYklSFB6o9PRm06OhpDUnZpF13Zc1HDOzxfeBjgvlnvJYF9eCVE96113FOODnauRlaPbnZFhmJYHRcCCgoK0phxqPtdle19TkC3dsg3nfYOg6D8MspBwWAWFQtRvCMymzcRjb7+Hs2frmnMoq6qECFi9iMWo0hOpJ1Gpy1iEYZjbiCnRsf8iZG2NwsJCjBw5UhhfP/zwQ8FAqbFgQcYwBvLMHfdiaqWjQa6G2ihxsYZUWgmobgghhbk18kqd4Hf+ZuNng5pFu5vBOUdLHRg5L/qR82JBveeYFGWD0Cv1C60TTmrMX/l7velNDMO0LOiBgRo8a4MiZPX9TX/03fewnHwXJNY2dT4TSyRQDRmNVz76uE4dWLeISEhi6h/T5Fcy0Deyp87PKULGdWQM07r7kLU11q9fL4iwp556CitWrBDGqXHjxmH16tX1Zh3UBwsyhjH0j0Usxtv3PYZh+RYmX7PLEfboIE+vfp0vcYIqSwqXeMOdFzPD7OFfqP2BR2VhgWsuHvA/psdNkdazsYDYQg2LIv3F+RCJsNOhEu8v+UVnPQrDMC2PkJAQoQaLHhLIHGPPvn34fckSbNy0SW9jaCI/Px8xBcVaxZgGkZkZ8l3ccPCWOjBKMXQpEEOl1F13SyLO8lwOJo4Zp3MdqiOjSF5jzkAzDGM87LJYd2yaN2+ekNJ97NgxoU3IrFmz4OXlhRdeeMFkh1gWZAxjBNQU9Z1psxBpXKZhNUobS6htqiBWVlS/l2rmCfvYKshy6hFH9TSL1lBia4MMcl68qF/kpXS3Q2hM/X3R1GZirDbPxfdrlxt8fgzDNC9ubm7CeLXwq68w+qEH8cK//+CLpHi8efQwftu1C7+vXKlTlB0/fhxFrh71H6RDJ2zauavO2/OffgkVi05AXaXSKsaKV53GE1PuEwSXvgkwX19fnWmXDMMwzUl6ejp27NghLDSWjR8/HhcuXBBMTL744guj98eCjGGMxMfTC68OGA/fItOcF692dUKAsnZPsTiRH3zPlEBcoTS4WbRLxS3NomuQ7uoMRaE57BNKde9EIkaZiwRO6fX3MVNIJfijMAZr92w36PwYhmleRCIRzl6Pxur0VBSOHglJRBdIfX0hDQmG5I6piOsSjvueflprI3gFvSfWLZaqMSNzkLrbd+0Sgc+e/D8ovzuK3H/PQZFfCkVhGUqPxSNrwVZM8emF6ROn1Lt7MiTROD0yDNNMaGrCjF3aoMuiQqHAmjVrMHHiRKHOddWqVXj++ecFA6U///wTO3fuxMqVK/Hee+8ZvW8WZAxjAn26RmFOx96wLTXe5ENlIUGZowhSeUmNv0QxYkQd0OlwnsE1agmd6zaLrkm0twds45WQ5umuFcnubAu/9BrnoQdymPzm+hEcu3DWoPUZhmk+yPb+Ynk5JN0itX5u7uWJaC8PLFpeN/LdpXNnWOdrj8DXRJWejD5R3bR+1iMqCtv/WovIDGuE7i1GzxNqvBQ4ATMHjEf/nn0N+g4kyHTVwTEM0/JryMhl8fLly5gzZ06b+HF5enriscceE8QYZRKcPHkSTz75ZC0nyWHDhgltQ4yFBRnDmMhdI8ZilpU/zExwXoyJcIafqvYDj9rMHIlKL3Q6lmd4s2iRvE6z6Jqc9/eF1+kSQE/kLTtQCv/ruQYdM8lego8ObkJSGtd1MExL5oOvvoK6t27TDELSKRBrdu6o8z4VqnuoFFBX6c8CsEuOx/TJk/RG6cJCQjFt5AQseP0dTBo3oV7L/eLiYnzzy/d44MXH8NbX/8Pm/TuEBzqGYZoJ7gxdzdy5c5GSkiJE/Lp161YrFVvTN5HEmCmp1izIGKYBPH/XLEwutwdURloKicXI9TSHXUXtGi65uQ3ySxzhe0G/KYeGhO72WptF13FePKzbebHExwoOJZWA0rDI3HknEd5evxglJYZF1hiGuf3EZ2XBzNZW7zokmArV0Jq2OH/ucxAf3AW1jnFDefIIHp4yGebm5nqP4eHhUavBM9VaaI5H/63p0rhq4xpMf2kWtjlehuIhX6hm+0P2ZCjuWzgHL7/zeh1HR4Zhmh429bjJO++8o/XZJy8vr8E9E1mQMUwDoIeLd+59FIPyDai3uIXkECd4iOu6JeZJnIEMczgnlBjWLNr6RrNonetYWOCqq37nxaSuVgi5Un+Kkob9jkq8vfQXwb2NYZiWh9rQTq5i6htUd92obt3wxbznIdm2AWXnTqGqogIquRyKhFiUrf8bU4IC8MCMewyy36cZZc0xSktL8evKJRj1+AyMmHs/Rjw1A7OefwLf/vIDfjm2Ci7PdIdtiFv19jIPO7g9EolD1jF4+5P3jbkEDMM0V5SsjaLWMSlEIs3S0rJB+5Y0aGuGYWBjY4N3Jt2H5zb9iUtOxs1xJPvL4BqfhWzLmw8gRIrEC4HXE1BqV4EKJ/1/5ElR9gg9kI2zNv461ym1tUF6hRyeF4qQHnEz11mDykEKc3E5JKWVUFpL6z9xsQgbrYvg9vcivHrf7PrXZxjmtuJp74CEsnKYWcn0rmdTpdIZ5erbuxd2rliOJ55+GlYp14V0w37duyPJQYaRI4br3W9mZiaOnjiOsvJyZGVlCQ1VE5MSsfLkLtg8NAAWLnbQHDW1UoFvP1mEbh+O17k/297e2PHrAbxSUiKMuQzD3B6qmz0buU1bYt68edVZBfPnz4eVlVX1ZzQxTfb3NVMYTYEFGcM0Ah18/fByn7F44+QWpNkbHi3L8beDT3ImsiktSFxbzMWK/RB0KgYxgyRCJExvs2g3MzjnFiLX2V7nahmuTrBLl8MhoQwFHW4OJhqSe9gh7EgeLkR5GnTuKnMJlpQlw3PzBjwwvn7HNIZhbh+vz5mDOxb8D6q+fXSuo0hKxoQBA/Tuh6zzQ4OCMGHCBERG3jAI+eSTT3T2JSS3sRcXvItEVKA40BUwE0Mtz8Tlp2ajTFUOx+dHQySpPUZWZhTAsYeP8LCjl/4u+GPZn3j28bZhEMAwTOvgzJkz1REysra3sLjZj5b+TWPjSy+91KBjsCBjmEZiUPdeeDIrAwvTT6PUyvA/rZgQG/hczECKzKv2B2IxYlUd0OloAqIHu9QRbLc2iw7al6dXkBHRnh7ompCIcrsKVN4aeTMXo9JBDPusEhS6GTYDXWZljp9Sz8H3hDuG9TLMOY1hmKYnsmtXDHZ1x574eIi01DYo8/Phc/Uanvjl5Xr3ZW9vL6QdagQZCSeKgL332afIzMmGj7sHHp4xUxBpM15+FqX3DICZlSWqY3NhHZC65xTsOvjUEWOEPD0Pjh2d6j0PqwAnXNjFBh8Mc1sxJQ2xjaUt7tmzR/jvww8/jK+++qqWq2JjwTVkDNOI3Dd2Eu6z8IFYYXhtVYmrNaSWlYCqbmG9SmKBpEpPBJ6ov4FzVoCFzmbRNTnv5wvP06VanRczu9ggIKX+vmQ1ybAzwyenduBKbIxR2zEM07T8+uWXuMPeCVVr16MyLh7KwiLI09Oh2r4TNlt34O/vfzCo7sHb27vamINqwNbv3Y13NqzGKivgUJeOWCaRY+r8NzDuoXurxdityBNTYdPFT+v+RVJzKMt0Oy9qqCqTw0ZmbdB3ZximsRCZuLQ9/vjjjyYRYwRHyBimkXnxngeR8dvX2GhXJtRaGcLlCHuEnEhHgsy3zmeVFrYoLJTD53IhUsJ1R8AK/WwQlJiLJJWz3mgafXbWzx9RhxMQP9Sp9rrk/uhvAe+4PKQaMGOt4ZqjGO9vW4lvZjwJZyfDt2MYpukQi8X49N130W9NV2zYsgV2lmVwtndE4D0zBCt5Wx0ujJWVlVixZi3W7NiJCrUa8ooKoLgIo0ePxgvvv4vC8cNg7upcXQMmdndFWW8pShX5cNYixgiRWKwzJdEmzBc5S3fAfWBHvd+n7FAaHniA0xUZprVEyKgxNJmfUR+y1tqLbN68eXj//fdhbW1dXUumi88//9zk47AgY5hGhgrf3535KHKXfIdDzoZZySttLAGbIogrK6GS1DXVyDV3hm9aBRxtS5Hvq3uGODHcGiFXM3DN/5b0Ry3Nqa+4eSLkaBYS+zvW+qyogzUC9ucjVUtdmz6OOakwf8Vv+GL23Fr51QzDNC/BwcEIvnIFTz/9tPD68OHD1cIrIyNDeGDy8vISBBwZcNz/7FzkdAyCpM+gahGlLCzAxCeegNngnrBwda5zDHlcIqyiOuk+CbUa6ioVRGZ1xxSxpTnUUhlKkvJh41d7PNKgLJPDPg3oFtmwwnmGYW6fIKPG0E0VUbqd9WOa3omaWjJt1FsDWw8syBimCaAB6P/GzcAL25biqqNhf6RXIp3Q5XAGYiXa3RKTzbwReDUepTZmkDtqn4WWO1vCUlwmNIsmu3t9lNlYI63SHl7ni5DWtfaAmdJZhuArOYjuXNv9US8iEbbZVeB/S3/FOw891eDBiWGYxsHPzw/Z2dmCAJNKpSgoKMC2A4ew+fQFyK3tALUKVmXFGNK9Gw6dPo28voNgblV74kdi74BySykcQ4O0HkNdzwSOtGswCo5Gw3FAqNbPXe8ehOhvNyFoRlfYBtUedyrzSpH46SHsXvKvSd+fYZgGQI6JxromtiGXxT3/1Y/d+u/GhmvIGKaJCA4IwEs9RsK9uG6tlq6oVbmjCFK57v5jsWJ/dDhVBMh17zMhyg6dk/U0i65BprMTKkss4BhX+5gKZ0tIVUqYlclhDGqJGKvE2fhx/QqjtmMYpukgUw6aJEpPT0dqaire/eYHFPcZCXm/kUDX3kBkX5T1G4UVl2KRbO8Es1vEmAaRhbnOiRYLHy9UXE3WeQ5WkUHIPxwDZXG59n2bm8HVwQ2h52xQ9O0F5K+NRv6GaBT8eAF+u1QY322YkH3AMMzthVpvmbK0RcrLy1FWdrPva2JiIr788kts3769wfvm0Y1hmhByHnw8Mx2f5ZxHmaz+P7frEU7otj8b16HD5ZCcF5UdEHwkAdGDtDsvCs2ibW40i66wsar/mF4e6JqYhDJyXnS5GXlL6mmLsKO5uGigDb6GSksJfs+7Bp8DuzFpkP5eRQzD3B58fX0FS/qFP/wMDJsIibRulL08Ox3OEybp3Ie+Zyxzd1cU7c6HWlml1UmRasgcZo5B4nsr4H5nX1j3CoTovxrbiqRsmG2NxrsPPYsRg4cKfX3oXJVKJTw9PQXjkT///BPJycnC92AY5jbCLovVTJkyBdOnT8eTTz4pZBr07t1bKNHIyckR6seeeuopmApHyBimiXlwwlTcI/aESGmA86JYjDxPc9hVFOhchZwXUyo90fGU7nWSIu0Rmlm/46KG874+8Dx7i/OihQRKWxFsckphLHk2Enx1+SBOXb5g9LYMwzQ+/v7+Qj1HpoU1zLSIMQGRCCI9USiRogpqhe7ovO2g/shZtBXqqrpjHfXvkW8/ibuHjkPvJCmcl1+G1bLzsFt6ARMzXbHh898EMUZQTRsJr4CAgGoXSHd3dyG6xzAM01ycPn0agwYNEv69evVqeHh4CFGyv/76C19//XWD9s2CjGGaGErxeXXmwxhXZGVQHD8pxAkeYv029+XmtigusIX3FR0W9RIxSlypWbRu0VbHebGDPwIOFwA1Gr6mR9oiMLEQphDvYIYP925EakaGSdszDNO4dWQ7Dh6CKkB7DddN4w3dE0c2YZEoPXZa5+cWPt6wNrOB5W87oTp4EcqCElQVlUJ5OgbWi/chotISkWGdERneBSu/+Q0bv16Etd/8gdeenQcHBwe95+/m5iZEzRiGaaYaMmOXNkhZWVm1Oy2lKVK0jMyQ+vbtKwizhsCCjGFuA+bm5nh3xmz0yTPsTy65gyVcK7L0rpMjcYUkTQyHFO0RrMxwe/gXGC6mVBIJLrt5osORGiJOLEaBjzk8Euvvg6aNs05qvL12Ua2ca4Zhbj8+Pj4oLimFWFrXxVWDVUAISq9e0fm5rGMnVKXkovzcJa2fiy5cw+TOEdi/Yj2+Gn0fxsUoMOpqOd6NGIldfyxHeKdgFBaaNsFDETJyhKRIG8Mwtw+R2rSlLdKpUyesX79eSJ/etm2b0AqEIHfahrpJsiBjmNuEk6Mj/m/0nQjOr98KP8fPHg6S0lrRKm0kiX3gerUS5oUVOptF+6blGHyO5TbWSLF0hPf5m5G3gk428Mgtr/dctCISYY+jAu8s+UWoC2EYpnmgWV0vVxcocnQb/th0CkXpxfNQySt1Rvttbe3gcfYqpCv/hfLUeZRfjYHqxDk4/rMLswNC8OEb/yesN6D/APzvtTfx0RvzMWnceCENUSaTCYLMFHMOipDRxE5RkXGN6xmGaaQaMmOXNsj8+fPx0ksvoUOHDujTpw/69etXHS2Liopq0L7Z1INhbiM0Q/x89lC8fWk3sm31//nFhNjA+1ImUi31m2rEiDog6EQMoodaCKmKdZpFJ+QiWXVLA2g9ZDk7wi5dDqe4UuR1vOG2lhYuQ6eruYgJd4XRiMVYb1kA91WL8eKMh4zfnmGYRmHM8GGI37gF8PLT+jkZbzgPHoO85X/BbsxEWHjcHHtUFRWoPHoAvZ0dERw+BEOGDBHez8rJhqe7B7p37y6k7uiDZpBpZpnEmSlZBk5OToJTJLlGMgxzm2jntvc1ufPOOzFw4EBhHIqMjKx+f8SIEZg2bRoaAkfIGOY2M6bfIMx2DYe0XL8dfomrNSylFYCqnsgSOS+q/RB0OFfrx4mdrRGSbFwdV4ynO6ySVbDMvhF5q3S1hJVSAXFN0w8jqJJK8FdZApZv5z5CDNNckElGuLsLKmMu61zHIuEaPn7lZcywl8Hx4G5YHtgN6wO7EBF3Bc+OGIrOgR2FtEFyFqMZ4onjJ6Bnz571ijFN2iFta6p9PdeRMUwzwBGyWpCRB0XDao555LYYGqqnPtcAOELGMM3Ao5PvROqfP2KJMkfo3aWLK13sEXwyDQky/VbPKokl0ivcEHAyF/E9neo2ixaVGtQsuibnfb3R/VwCkgZIoJJJkNzdFmEnc3CpmwdMocTaHN8nnIT3KVcM7tHbpH0wDGM6Xl5eGNirB8r3H8SVvVtgHtUX5vaOwmfyjFTIYi/iqbum446pU4T3Xr1l+7i4OCxatEhwPjRFVFGaz/Hjx00WZM7Ozg0unGcYxkjY9r4Wu3btEhaqG1PdUsrx+++/w1RYkDFMM0A1Fm/cOxtZv32FbY6VQq2VNhS2loBNEcSVlVBJdBfjE6Xm9rDJr4TntSKkh9QuLk3obo/OxzNxoaMRPXwE50U/RB1OQPwwJ0GUqawAWV4Zyp3q72+mjTR7CT45vg1eLq7o5B9g0j4YhjFdkNFDxNRxY9A3IwMZhcWIu3wNYojQK6IzHn39R72F6eTUSBEu6g9GETJjCQwMNChCRg85ZHEfExODpKQk5OXlobS0VGjKSumODz/8sNHHZhjm9tOrVy/hb3bOnDnC0tp599138d577wlZAdQjkZ7lGgsWZAzTTNADzbt3P4LclT/iZO2gVi2uRDqhy+EMxEr8691npsQNHVJSYGdXhiJPq9rNoq0NbxZdy3nR3RNhRzKRMMAJaVG2CD5QiHMmCjLispMY725ajm/unwMHrgVhmNsGpQzK5XKUlJQI0aa5c+catT0JKYqOKRQKoabLWGxsbISHs5o1ZHQ+0dHRiI2NFURYcXGxYN5BoszR0VF46KH0IDr3ixcv4sKFC8JnhqRIMgzTvBEy6n3YUPfBlsSPP/4oZAnMmjWr0ffNgoxhmhFXZ2e8OXw6Xty7CnEO2gvdVRYSlDsA0uJSVJrfMNnQR4LYB50uxqLMxgxKW2ntZtEHs3G2U/3Cro7zotwBPueKkBJphyIPM7gmFyLb1/TC+sPOKsxf9gs+e3SuSQ92DMOYNglEQiw/P1+IdpkCOSWSiDIlQlZRcaMmlSJf33zzjSC+KOpFQo/qw6gZNNVnkAgjAXbr2EDCjSJsdP70PRiGuQ2wqUc1NPb1798fTQELMoZpZrqGhGFu1iC8G70feTba/ySvd3VGt/1ZuG5uWJpfjDgAQcevI3qI603nRWoW7XajWXSus/4mrLeS5eQE2wwFnGNLkRtiiw5785DtbWuwc2MdqqqQeDkOL7z5Fr79+CPT9sEwjNGQ8KEoE0W6TLXPLygoqHcihaJc165dE8QXOZJRVI7EF6U7UoQtPDxcEF6URknuiYZEvKh1BqUIUT8yFmQMc3swpa9YW+1D9uijj2LZsmV46623Gn3fLMgYpgUwcdAwJGVn4JuSaMilWv4sxWLke0hgm1mAYqkBYoqcF5V+CDqSguuDXGs1iw7al2e0ICNiPdwRkZgMmW0FMkJlCIjOQ3yoi9H7MS+qQPjZPFx29kNVTjp+XbIcj94/0+j9MAxjmiCjKJNUT4NofVDkiow1am5P4uvq1auC+CKxRJEvioZRFI1EV0hIiCC8vL298fPPP8PBwQFjxoz5//buAzyKcusD+H9reu8VEnpvAlJUEBuioih2FERURMWCCnqviA3bRa5+KHYUe9drF0QERUB676T33nc3u99zJm5I2R4CIfn/nmdMdmdndpgk45455z2v2+9tHUAv79GnTx+Pjp+I3MSmHvXkuibXsBUrVqB///7NbkwtWrQInmJARtRG3HbpVch4+2V8rC2CRdP8bnFKzzAMys1BGVwLpsxaH+RI58VNhTgypK6TmsjtXDdZdFqs+8HUDum8uP0IUkcGIaq6FGqDSSmpdFVoVhliD1ViZ1SyEjTuj4zHjyt+xYC+fTB0YH+3j4eI3A+oJBvlaUAWHh6uBHTffvstCgoKlOCrpqZG2Z8EX9L6WYIvWWQMWNNB7/Le+fmuT1ZvL0NGRHSibd++HQMHDlS+lzGtDbW0wQcDMqI2Qj6oPHL9DOS/uRgrQo02Oy+md/JGxNE85Hm5NkFzmTYIfkU1iD5QiuxudQNrSzr5o2uKe5NFNzhIbO3cCYPWHUXK8AD03JqP3QNca4OfuL8IPoXAnqgGZZdaLSoCArHonU/x37hYREa4HyQSkXsZMvng4EpAJgHXnj17cPToUaU7o2TCpNuhXKuk/NBadiiZL8l6ufKBRLaV/cidZnfLJq0BmZRAEtGJIX/Vbpcson1atWpVq+2bARlRGyIfkh69fCoKvngDW2x0XszrFIS4tBzkmcNcDqayNZHonJIK/4AqlEf7KM+lymTRe7Oxr1Os28conRd3Rcei99ZsmPRqeJdWoTqwbr/29NySh/JaPxwMax5wHYqIRb+MVDz56rt4/sE72eSD6AQEZA1LbWSgunQ5lHnGpNNhSUmJEjTJWC/pkCZBl9wVlqyXbCtjKM455xxlomnJlrl7Z1i6LEqA525jESlZlPFmOTk5Hr0vEXmATT1OCAZkRG1MTFQU5p55MR744yukBDXvvHi4ux/iduUgwyfG5X0e1SSi646DOOSvgdlf7/Fk0VbVfr5IqwlFjKUY3Q8WYftgOwGZqRb9NuYg3ScSpUF2Wt+q1Sjz9sKG9BIsemM5Hpx5k9vHQ0SuN+UQ69atw5o1a+qzVRIkSTmiZLv69eunBGHS8bBpFuvIkSNKIJSXl6cEZO6SQEqyZJ4EZJIhk2OULovSWERKIomITiS5br766qvKTazPPvtMuWYuX75cuR6OHj3a4/0yICNqg07r0x935eXi8UN/oLhJ58XSSH90PpQDmGsBte1W+XY7L64/WN95USaL7r0+Bzu7uDFZdAN5ocEIyK6Bv6kQYRklKIhr3AZfV1aNXlsKsC8sASa949Kko2FR6J+Ziq/2+CDpfz/gyovHe3RMROSYBFPSbEOWvn37KmPKZJHgxpVOhzJeTDJnElB5QgIyyXRJQOeMvE7GaZSWlioBogRkMpeZNUvGgIzoBGBTj3qff/65MgfZddddhy1btijXQyFVBU899RS+//57eIoBGVEbdemYc5CSl41Xqg/B2KRxxp4+Qei+KRNHfdwIptQaHDYmoNv6DBwYFaFMFm3xM7s9WXRDh6Oj0DfFgPiD+Y0CspCscsQfqsCuqC6ulVaq1Sj08Yamqgpv/bYdyYnxOG1AP4+OiYgck4mWpWRx7Nixbp8qKW8UnjbWkCArKCjI4fYStL3w2iv4fv1aFMUFweirh3dRBSz70nHBaSPRu2s3JSCTBiJE1MoYkNV74oknlMmhb7jhBnz00Uf1z48aNUpZ1xIMyIjasDsvvxaZb/4fPtOWNApsjIHegF9JXcmh1vWSw1qdL3IrItB5axGODgxB6sBgjyaLbmhnQhwGbtuNTrtzkNI7CgkHiuBbAOxu2LzDBekhkehflYoDpmC88PH3eCE2hk0+iFqBZJukTb0n5I6wtWTR04BMSiFlvNqLr7+KH9b/iUqYoYUKnYNCcfe0m/Hy+8uwMUoD1TVnQK56XtbPhOcMxv9+2ojynZVK6SIRtT7OQ3aMzK145plnoim5ySRl1C3h4ayuRHQiSAnR/Otuxtii5kHXnoFhSDK6322sVBcMQ54PIg+WKaWLFZEahBa24EIinRf79UTg4Xz03JwDFHvhYFicR/vJ9fVFcE0Bdpbr8NRry5XSKCI6viQg8rTkUDJkMq5Mui3K2DNnwdu7H32Em+6ejWl3z8bb77+n/E37+fnhw1W/4I3qLORMHI2yiWeiaOIZ2DSsC66c/wDW6iuh6tO52f6UZiQXDMPq7MNK90ciOoEZMneXdnrtPHjwYLPn165di+Tk5BbtmwEZURvn6+uL+ZdNQf/Cxlc4mf+rOgTQGyrc3meWNhr+R8zwzatEdu8gdC4qaeFRqmH29oMmvRCZwZ7fuc4OjUSEqkxp+f9bdi0Wvbm8hcdFRLY+VBQWFnp0w0MCMgmotFqtEtRJxksGt+/atavRHeLPvvkG5940Ff/Ztxtbh/THttMGYPHhA/h43Z+Y//KL0N1yBbSdG9+4Uft6o1JtgddIx5M+W84djO/WtF77aSJq+AfHgMxqxowZmD17NtavX6/cIMrMzMT777+POXPmYObMmWgJliwSnQISYmLx4MgJeHD9/5DeoPPi/n5hGLgmFwfgfrezI+oEdNt6GAdHaf+ZLDoPabGuzW/WkK6yGv0OZWF/aDK6GA+jc24GjkZ6kCH7R6Z/AMLK8lDgFYGvd+ch+X8/YDKbfBAdNzJnmEyxIfOMSXDmbkAmwZhsv/iVpdiRkooyvyCYtTroy0vQyc8Ho4cOwdsb/oJp/LnQNmhNr03uDIPJiKrqQvj5Nm/0YzGbodZroXIy7lQbFoTcmgolSyfBIRG1HpYsHjN37lzlJtS4ceOUDrVSvijXQgnI7rzzTrQEM2REp4jTBwzCrKShCKgwHXtSo0ZRlBYBBg9KDtVqHFB3Rtd1RShJ8EVEdYUM8HBrFyGFpeh7OBd7QpNQq/fGwegu8MvNRmiZ5yWQ+UFhCFXVZf0qVHq89ds2/L1th8f7I6LG5M6udFZ0Ng5Muhs+98KLuPS66bjk2ptx+fXT8dMvvyofSL5fvQarzTqUjzoXqoHDoOk7CLWnj8GBHgPxzLJlMJ0xwuY8YVW7d8H39AG239BicXl+RY1WqzT2ICJy1WWXXaZ0Z73iiivgCbmmPfzww0qFgXSA/euvv5Tr6OOPP46WYoaM6BRy5bnjkfZRDl41pKD2n86LKT1DMSgvF2UIdn+Hai2OGuPR9a8spPTxd2uy6ITMfASVmLA37Fh2zqzzgjk4ArF5eSj18nba7t6e1IAgRJXkIMc7CpkmL6XJx+K4WESEh3m0PyJq3thDSg7lw8R7736E9IwsRESGY8qUq5R5ddatX495j/8HtbGD4Z1QN4i90mLBXzlH8L9f30fAuAvgldh8zERNdga8BvZ3OGmzSmv7o4dKo4G5uq6NtCNmgxEBap1y/C0dt0FEHWdi6NmzZ+Omm27CO++84/I29957r8uvXbRokYdHxoCM6JRz9+QpyHrzJXypLQfUKmW8VXonb4QfyUO+t/slh0adHwrKQxGdXgqtqtalyaJ7Hc6CwaTHoeDmpYkHQ2LQPScdvXLSsSMu2eU73g0VB4YgoewociRjp1YrTT6efPVdPPfAHUq7biJqmbCwMDzx+POoKtdDjy7w8orA/m3lWPXzwwiP1iC1pBxefcZD1+DvV4Is36gkmAPD4dW5i839GvJyoO/tqGurChaDESq97b9jXVQEatJy4ZUQaX8XG/bi4lFnMUNGdCK0o7b3Y8aMwW+//ebWNjLfWEObN2+GyWRCjx49lMf79++HRqPBkCFDWnRsLFkkOsXIH/6j196MM4qP3WXO6xSEEAnQ3Cw5tCrWhcKc54WyUA16pzsoAzKbMWBPCoos/sgMsP2BScaS1HprkV0Vgl65afDUkaBQxBr+mavonyYfL7z5nsf7I6J//kbNZjz37P+htrwHQnxHwM83ElqNF3x9whDsOww79+RBnTzK5lguQ1khdA7Gnak0WliMDcqqm/Dt1xcVG+yXIPufORzFX/2O2vJKm+uNaTnonmfCyNNHMCAjOoFjyNxd3PX777/j4osvRmxsrHLz56uvvmr2miVLlqBz585Kp9fhw4djw4YNaG2rVq2qX+T4zjrrLKSnpyuBmSxpaWnKnI4TJkxo0fswICM6Bfn7+2P+RdeiT9Gxq97h7n6IrfFsslaRoYlBQJoKKnOVMll0U9rqGgzelYIjvjEo8XVcHnkgJAbRujJUVPmjU6Fnx1TuHwgftaE+yLSoNfhqdy4++/Ynj/ZHRHV++OEnFOcFws/XdmBl1NZC73dsoveGzLUmqB1k0H2TuqJqx267672Tk1G96zBqy213h1X7eCEsJhaBH60Fft0Kc2W1MlG0Kb8YVR+sQPe/UrHshZcQERHBgIyojXdZlHGoDReZCsOeiooKDBgwQAm6bPn444+V8sH58+crgZC89vzzz280hcfAgQPRt2/fZot0Qzwe/vOf/2DhwoXKODQr+V4mhZZ1LcGAjOgUlZSQiPuHnY+Y0rq70aWR/vDxqpFPTB7vUzov6gwa9MxoHEQFFZWi38Fs7AntDKPex/mO1FpUe2lRYfaGT7kZweWeNfk4GBKO+JpjF9K6Jh9bsXn7To/2R0TAq6+8gyDf7jZPhQQ/9sZ4CQnUjPn2m4HogkJgLilHbWWVzfVy5zv4nHNQ8conqNlzWHk/q9rScmi/XYPbR5+L3z7+Em9cMwuj/s5F3x/3YEKKGRdHd8cjd92rdDWTiaGlS6SUDhFRK/IkO/bPn3VCQoIyabJ1kWDGnvHjxyuBjTTesDc+S9rOT5s2Db1798bSpUuVaYHeeuut+tds3bpVabbRdJGs2/EgQaWtZkjyXFlZWYv2zaYeRKewMwYPxczcbDyTvRkVPlrs6RuE7puycNQn3rMdqtU4iGQkF2xGaEExCsOCEZ9VgJAiA/aGuTd4/nBILPoYUnHU3AmdCo+gTO+tdGJ0R7WvP/TaAsBsUoI8kWHUY9FH0uQjBuFhbPJB5K7S0hro1Memz2gaMEn7eXs0em+oa8ww19RA7eVl8zXhZ5yH3Hc/RMj1V0Hj37gtfW1lJYLWbcBXy97Dvx5/DFlbDkIT4KfcHe4eEY17HpiPLl3qxqcN6N8fL/bvX7/tk08+qbTcF4GBgUr5tgRl0jGSiNreGDIp55O/VSu5meIJg8GATZs2Yd68efXPqdVqnHPOOVi3bh1OFAkWJSCUbNiwYcOU52ROsvvvvx+TJk1q0b4ZkBGd4q674GKkvZ+LN40ZMAZ6A34ldY05tI4bc9il1iI9uDcS9+9HRHQ1ao06HAzxIMBTq1HhpYdXRTlS1AnonZPiUZOPfaGR6JqXhRTvhPrndpRr8cRSNvkg8oSz/mc6owammipovWxnwyO6j0LWd18hYuIVSmfEZsqKce6gwbDsPYR9RQUoi6prNuSdngV9QQE+eXuZ0uVx9NBhSExMxEUXXeTy2DdrQCYfxiRLJq3vGZARtc2ATIKxhgGZp/Lz81FbW9vsb10e79271+X9SAC3bds2pTwyPj4en376KUaMGOHy9pKVkznHrr32WhiNRuU5uSZNnz4dzz33HFqCARlROzDnqhuR/eaL+F9QJfb0D0PfdVk4pHXU6cwxg8YXFhOgyylEaqd+Hu/naHA0+tak4gg6IdMQjZ656dgbnejWPkzePlBpzECtEdDoGjT5MGHxm+/h/tumeXx8RB1RdGwIsg9XQ6u1nbGOCx6I1E2/Imak7UHq3oFhCDUDxm8/QW3P/vDu1ktpAGIsLYZ+306cHhWGxS8sUjJYUuKzb9++unFgJhNWrlypBGPC3XFgMlbk3y88ixLJmMt1qrAEPn5+6Nevn8M2+0R0cgwdOlS5DsyaNUtZTrYVK1a0aHspkXz55ZeV4OvQoUPKc5LRPx4T1DMgI2oH5A7NgmtuRsF7/4c/w1SoDgH0pRUw6N2/SKhN1ehamY4Uv55IKN+LkIoiFPkdG8Dq3s7UKPb2gk9FKao0gaiqrkZiYQ5SQ90rMdoXHo2e2Vk44nMsmLOotfhydy6Svv0JV1x0vmfHR9QB3f/Anbhl6uMI8R9sc32AbyS8s7eiZPtP8OtxZqNMmbGyFNX7fsN/Fz4CHy8v/Oe//4V6TyVqLRbER0XhzifmK3eereTuuHwos5b2NJy2QsZ1HD582OnxSjA396nHsdJYAK9zh0PtWxdImmsMeP6P1dhw+068t2SpkjUjouPLk66J1tdv3LjxuGTIwsPDlcCu6Q0ceRztoOtra5EArH+DcurjgVcvonYiKDAQ/x5/DXoWWbC/bxg6WewPvLcnoKYEXSuzcFidhFqNL/J9kxGVcRgaQ7XHx5UeFIVobZHyfRHC4FdmRGBFiVv7MOu9YNbVBYsNWZt8bNmxy+PjI+poBg8ehLPO6YGyqgM211dUp2LE6V3xzn/+jW6m/bDsWwHj3hVQHVgB3cFf8Nh9t2Lk6aejW7du6Bwfj5effRrvv7IEzzz6SKNgzNY4EMlkffLlF3jqv4vxx98blcHw1tIfexa/thQrtOXwmXhWfTAm1F566M4+DX/G6HH3Iw+34IwQUVum1+uVeb4kw96whFkeu1Ny2JYxQ0bUjnRPSsJ9Q8bhX9t+RlGkFgG5xSjzctyi3iq6Khe+tUYc1ibVP1euC0aUdwh65Kdjd7RnkzzLNoXe3vAvL0a5JhgZljh0yj+CXTofpxNQN7Q/Iha9sjJwuEkpZl2Tj2+VJh9hoaHuHx9RB/SfRQvxn+dfxMtL3kaQXw+oLX6wqKqh9y3AmPOGYc79s5Xg6bWXFh3rvqhS4amnnkJcXFz99BuS8ZKgSr53RLZ/97PPsP7wIaCyFAgLhbmyEuYjh5A1+y689tzzNst+pMzxm7/WAFeeZXffqi5xWPX1HygvL3d6HETUNieGLi8vx8GDB+sfHzlyROmaGBoaqow1lZb3N954I0477TSlocbixYuVsWDSZKM9aLUMmXRDGjlypFJvGRzs2gdCuWA/8sgjSn25j4+PMvjuwAHbd/CIyLazh47AjOh+yOsUgBhVXWbKmaTKNKhMaqSq6z5oNZSpCYOxXI0ehZ5P8pwZHI0I3bGsWEqtNPlIc2sia7NWC4NeA62x+Rxp28t0eOKVd5zeaSfP8HrePt035y5cf8MlmHXPuZg15wwsePoafP3tu7j/gbubjcmyPpa70nK32komaJUB9848sGABNvj7QHf15dB17wpdWCi8EuLhM+kS7OzZBVfddqvNOYpWr/kdBV2dlzgX9UnA8k8+cvFfTkQnYmJoKVeWFvX25hZr6O+//8agQYOURUgAJt9LXCCuuuoqPP/888pjmW9MgrUff/yx3TT1abWATEoTJk+ejJkzZ7q8zbPPPosXX3xR6WIiteZyt0wmfauu9rxciqgjmjrhMlyliUVmnB7h1Q4+LJlN6FZ6GAW1QcjThNt8SZUuCN6+KtQUeiOhxPUB+E3lePsjqLag7oFai2xDJHrmpbu1jwMRMehUa6MUU6XCqmwT/vvW+x4fH9nH63n7JeMvJOM1ceIlyk1UaxdDezdNDxw6jHsfXoBzJ0/FOZNvxFc//YZvvv1e6YBmz/79+7EqOwPa3j1srteGhSG1Vze8umxZs3UpGRkwhwQ4/XeowoJxKC3V6euIyAMeTAptHUO2e/dulxp6jBkzRrnGNF2WNbgu3HHHHUhJSVFu3kicMHz48Hbz42y1ksUFCxYoXxueSEfkpEv68V//+hcmTpyoPPfuu+8qke9XX32Fq6++2uZ28kNpeFdNOjoRdXRyN/vBa6Yh583/IjMzBfnm0GblhnpDBTpXZeGoKgFmjeO5QdJV4YjUlEBdAgRpS1DiF+T2MeUFhaNv9VGUmOvmDjNo/FFdWY2EojykhdS1xXZKrUGVlxZehnLU6BuXJkmTjy925aAzm3y0u+u5ZGVkOd6s+2yNfZ8qIiMjlbm8nJGAa8Ydd2NXVQACuw6A6p95zHwsZvx8eA/233Qr3n1tic15hha98QZMgwfA9sxndXSdEvHdTytx1623Nno+QsqQM5pnxZsyl1YgIiT5lPpZ8vevY56/U+14T1TJ4qlASialxf2ZZ57ZfseQSa1odna2UqZoJbN6S/Qrk77Z+x+4zPpt/bBARMfI2I4FV03HzOyFiM3OQaZPXatpEVxThPCaEhzWuDYurFoXAJ25ANmFsYjXpKNM56002nBXpm8AQkvyUKipC8AKVeGIK0tHgL4UZX6udWI6FB6DfhmpOIjmY0XqmnxsQZdO8RjUr4/bx0dt83ou7c6rqqpa7ccjY6A6Kik5lMlbJYh25NEnn8EBSxSCuh6bD1CoVGr4d+qDzOIczHl4Pl58bmGzbTNLiqDx6+X0WEo1GqUipmFQN27MWIR+/gEq+ndzuK3/1kOY8MgtbrXRbys68u9fRzx/ZWVlJ/sQyEMlJSXK/9c6deqkjF2TAM06prbdBGTyP29ha9I36zpbZNZuqTNteEc1IaHx/zCIOqrQkBDMv/5mPPLkQsArUskwxVVlQ2cy46i2s1v7SlOHI9Y/Bzn5seipTsPuKPebfBQGhCG28igKG9wgzDDFonNBCnZ5ebs2mbVajVJvL/gaSlCpb56pyzB6sclHO7ueSxbneLROtnWnWj7MyXxYHbVleteuXZXSH0fzeEkw/OfW3dD3Ptfua/TBUdixZ5fygaX5uHHX5ghTWSzKz6Hhscg49JFdeuKHI5nQJsXa3M6UXYDhYbHKWJVTCX//Oub5kx4JHaXtfVubh6ylpMJDfueWL1+Od955B/Pnz1cCNMmaSTVIw2k93OXWb/DcuXOVC6WjxZ0Zs48HuZNmnQn8eM0ITtSe9O7aHVddeTk6V6ahS3kqjCYd0jW2P9g4YtD5Q+NVN06ksCAS3YvcG/9lle4XhPDaBnex1WqkmOLRO9v1Jh8pYVGIM9tvWCJNPp5c+q7SoY1O/eu5fNhqraW199/WFwmSJYhy1BDnl5UrURnofEJ3Q3g3fPL5V82eTwgNRa2TrIBk6ALNlkYNQ6yeeGAeEv86gJqNu2FpcI2QbQy7D8Pns9/w9qIXT/q55O8fz5871512O36sQYmjO2PIThVyA0BuHG7btk25mSU3taZMmaLMq3jPPfd43IzQrQzZfffdh6lTpzp8TXJyskcHYp3YTcoNpMuilTyWbipE5LnJ4y/C9r+3Y3VKjdJ63lNH1ZFIDMhFbkUsjEXViNPnISPAxfFf/yj2D0F8xVHkm8zHMmxqHXINEeien4H9kS5kuNVqFPj6ILCqCKVeNiatVqnwa5YRi998D3NudXzN6qh4PSdrKanc1S0qKlIykbZk5+RD5e28nbzGJwA5NsrH7ptxCzYsfBLmMaPtbms6chQTx4y1uU4ajTwwYybeeGcZitLXo9BcFzwGQoPzhgxH+YgApfSSiNpWhqw9y8rKwi+//KIskgW88MILsWPHDiVTL00KJThrtYBMokJZWkNSUpISlMkkb9YATMpVJPp0p1MjEdn22L/mYf5/XsG3+6sAlWd36Gq1vlDpLUCZCWVVoYgoykKJphTlvu5lpo/6hyCqOBc5qLsRI6rVATBW1iCuOB8ZwbY7PjaUERaF/ulHUQobAZm1ycfubCR9/zMuv/A8t46vI+D1nIRkQuV3QRp72AvIEmJjYK6SbKnjsRK1FSWIj022eaP2gi5d8dXW7dAP7N9svTE7B9E79+Lmuf922OlzcL/+mD17dqN50eR5mRtNxuWwQoaoFbCpRz2pJPjmm2/w9ttv4+eff0b//v1x991349prr62//nz55Ze46aab3A7IWi1vmpqaqswRIF+lO5N8L4tM/GbVs2dP5cCFXFjlH/XEE08o/1iJMm+44QYlBXjppZe21mESdRjyNzb39qkYGtmyW1dH1VGICqgrOcwrikLnojyoTQa39lHuFwQfbU2zEsUChCOwtAq+Fa4Nes7x80Nojf0OcRXwwpu/bsbWnbvcOj5qjNfzjt1pcdy4sfAvd16i7FV4CJdfeonNdY/PnYce2XnQffktTLv2wJCZhZpDh+HzyypErFmH+2+e4XD8hTT7aLjeOs5MShzlg9Cp1tiBqCOULLozD9mpQCr4ZsyYoTT12LBhgzJ32m233dboZtDYsWNdnn/5hDT1kInbZMCblXWit1WrVilzDYh9+/YptetWDzzwgDLr9i233ILi4mKMHj1amfSNpQhEx4cMkH9g+mQ88NJHOFLhQgMNG8xab1hk0zIDoNYjOz8OPTVp2B2Z5FaTjyOBYYgtzEYWGo9nkyYfXeqbfDgeIJsTEoH+FUdRiLpW+rZIk4//fPgdFt8XgzBpoU1u4/W8/QdkjgIaCXrGjRiC/+0+AJ9Y290Oq3JTMLpXksMs1Wl9+uKh885DbkE+DqWmIiwoGBfefT8++eQTp1PWyHQItsaXibCwMOX4u3Tp4nAfRHRiSxZlDFl7yly/8MILyhzLjuISCcak07C7Wi1DJvPV2JrgzRqMCXnccEya3PF67LHHlC5ccjdsxYoV6N69e2sdIlGH1CWpE26bOApBmmPzPbkrRRuD6MDcugdqLYoLwtCtONOtfVT6BECvMzZv5KE0+YhzuclHhn8gImr+ORY7tpdp2eSjBXg9b99cmYts7n13I64mDSW718JsPJYRN9eaUH7wb2iPrMPCBfZLDpXXms1Kh7kLzj0Ps6bfjKuvuEL5sCYlk/n5Diaw/6dk0dYcZyIkJIQZMiJqddK8o7WSRG2m7T0RnTjnnjUah45m4M0/UlGrcv8yYFbrUatTA+YaQO0Fg9kfPsU1iNHnIcvf9XGmBwLDkVSQiQzEN16h1iOvJgzdCjJxIKLJuiYKgkMRV34UeRK82cvQ/dPk479vvY/7brnR5eMj6ggkICosLHT4Grlhet3ky7Dx701Iy92K/FIZiwoE++hx8aVjsXtXsMPW+UKGL9jKckkZkHRic5Yhs/dBKDQ0lAEZUWvhGLJ6DadlaUiufXJ9ko6L0v5erknuYkBG1EHdMmUyUrOX4MdDRiVgcddRbSy6BqUjq6wuYCqpCENkUSZKNGVK9ssVRm9/aHT5gNGkZNoaqtIEwq+iGjG6fGQ5afJxNCgY0cW5yPY+1iTEVpOPz3dlIen7XzDpQvvzKRF1NOHh4UpTDMlC2SsLtM5H1rNHdzz5xJRGlS4y0H33rp1K2aGjsRMSkNkKqmQ8hgxXcPT+sk46QtoiH35O9BQNRB0GA7J6W7ZswebNm5VrWY8ePZTn9u/fr3RZlL4YL7/8stLBeO3atW7Pi3iKTYZARMeLzIUy7/apGBxe6+EOtDBoNVCbq+qfyi2MRlJhLlRuzP91IDga8ciyuS4fkQgtqYBv5bFmQLaUBgTDX13ttMSxrsnHJmzb6fhuPFFH4ufnp5QSOsuSyVACW5PaShAli7OyQylZtBVwWSf2dfT+jkoWrRkyCQ6JqHXGkLm7tEcTJ05UJoLOzMzEpk2blCU9PR3nnnsurrnmGmRkZODMM890u8OiYEBG1IEFBARgztTLkOjjXpdEq1RtDKKCG3wIU6uRkx+DngWpLu/DpPeGSj6jmW0fQ1ptPLrk5wBOgrxDwWGIM2Q7fb90oxee//BbFDj58EnUUUi5jWTJnI0jc1Q2KMGSo+0loJKAzFZQJcGYPO8oIJNJ3h0FZHJskmUjouOMXRbrPffcc3j88ccbNSqRzP2jjz6qzD0mjdOkCZYEau5iQEbUwfXs3hUzJgxHgNqDoEytRY1GCy0qGzynR2lhCJKLnLfJttofHI1EVY6d91AjzRSPvjlpDvdR6RcAb/k3uNAIRJp8PLX0XeVDHhG5No5MShPtBUWSZXO0vTVYshfQyfOOtrc3/kzI83Jzia3vidpWhky6LMr40FmzZrWLH01JSQlyc5s3EZNrj7VTrJRtyw0odzEgIyJMOHcMJg2Jg9rifoCSpo1DZGDjO+M1pgBoirSIKnd8x93KrJMmIYC6tsZuE5H8mlB0y8twuJ/9IRFINLjQ7VGlwsp/mnwQUV1AVlRU5DQgsxdQSadDRyWLMkZNMnH25hpzFtDJzRNH49skS+asZJKITmyGrD2WLN50003KHMpSqiiLfD99+vT6OZNlfjJPOsQzICMixR3TrsHYTnoZpe/mVUSNKo0OWjQe51VUEY6w4nJ4V7tWRnQwJAYJ6hz7GTB1ICyVGkSVOiiL8vWDVmMCzM4DS2uTjy9/+MWl4yPq6BkyyVLZy5A5a50vd48lGLPXidE6l5g99sodXQ0IichDDMjqvfrqqxg3bhyuvvpqpRmRLPK9PLd06VLlNdLc44033oC7GJARkUK6BD08ayr6h7qfJUvXxiIyqPnd9dyCGHQpzHYpQJJJoI1eaqhNx5qENNufJQrhxRXwqbIf5O0Li0Zng+0mIbaafLyxcjO27dzj0uuJ2isZQ+YsIJMslb0MWWxsrFLOY6+xhpQsOspwRUdHe1yyaA3IbJUSEREdL/7+/nj99deVm0/ScVEW+f61115Tsvxi4MCByuIuBmREVC84OAj3TrkEcd5uThqtVqNcrYdeXdbs+Zy8aPTKdzz+y+pASAwStY4/VKWZ4tA1L9tukw+TlzcsWgvUJtdquNONevzno/+h0Em5FlF7D8gkiyVliY6CIltdFkViYqKyrb3GGpWVlQ4zXHFxcUpZo2TC7L03SxaJTjyVh0t7YzQalUzYgQMHlMCsf//+yiLfHw8MyIiokf59euKm84fAV+XeoNQsbQwiAoptXGW8UF4YiOQiF8Z2qbWo9NJCV+ugzFGafBhi0cdBk4/94dHobHTecdFqW6kWT7LJB3Vg0hRDAh5H48jszSMm5EOJVqu1u70EZPa2FfHx8UowZh0Y35SssxcMWseQOcvwEZEH2GVRISXX27dvR2thQEZEzVx24bm4bGAUVC6UGh67mqhRovaGt6ak2aoqYxC0xSpElDv/wHQkOBZxGifzGWm9UVgTjK75GXabhJj0KqhN1a4duzT5yDTgxbc/cO31RO2MjO2ScVyeBmTOOiXKpNKOtrXOZWZrHJoEY47Gr1k7m0mGTeZKI6Ljh10Wj7n++uvx5ptvojVoW2WvRHTKm33z9UjPewmr06SHrWsFCDnaKHT3T0FGSVCzdYXlEYjSpaNE5wODl4/j8kcvPbwqylCjDbD7sgp1MPwrDIjUFSI3KLTZ+n3hMeiblYFD2k4uHbvS5GNnFpJ++AWXjT/XpW2I2lvZor2ATAIdCYwcBVWO5hJzFpAJWW/r/eW9ZWyao+1l/h/rXGhS/khEx4knXRPbaZdFk8mEt956CytWrMCQIUPqx41ZLVq0yON9M0NGRDZJ+dFDM29An2CjG1cUNYrUfvDVFNsO2Api0a0gAzDXOtxNSnA0YrXOs2k5lkhElJRBX11p6x+Aar0GOqPrk8WWQ680+dixe6/L2xB1hIBMsk/CUVAkk6Xa67QoAZkETZ4EZNb3dpQhkwwfW98TtRK2vFfs3LkTgwcPVkq89+/fX9/YQ5atW7eiJZghIyK7IsLDMPuaC/HIW98h22D/w1BDefpIdA84gsri4OYr1Wrk5Uejpy4NeyM629+JWo1ib2/4VpSiUhPo8P1k0ugeuUewIz4JUGsarTsYEYt+Gak4qGt8F8tZk4/nP/gGi++LRkiIjX8DUTsOyLZt22ZznYztkk6scqPGHil5tNfpUCZKdTQGzFZAJxk5tWTMy8udvre106Kj1vtE5L6GEz27s017tGrVqlbbNzNkROTQaYP64cZx/eAN15t85Kv84a+zneEyq7xRVeiPziWOW9OnB0UiSutC50OlyUcc+mSl2lxX7qWDl6FJ90cntpZq8cTSd5RxK0QdhaMMmQRkMsbL3jxiIioqyu72jiaVbjgX2t59+3DrnDkYc/31GH3jjcrXh59+WgnKnOFcZETU2tasWaOMJRs5ciQyMurGsS9fvhxr165t0X4ZkBGRU1dOvBAX9w0DLK4FKIX6CAT52S8VrDAEw6vIjNAKBwGXWo1CHx/41zoPyqTJR5EhGMn5zTs5HgmPQaLZzbvm1iYfb73v3nZEpzAp+SsuLrY5l5iUDToLqGTslgROtm5kOJrDzOpQaio+2bwZG5OTUXHOOTCOG6d83T9wIH48dAjf/fSTw+2lsQcnhyY6zjgxdL3PP/8c559/vpLt37x5M2pq6qYIkjkYn3rqKbQEAzIickruit936w0YFasC7Ez82lSuOhABevuBUEFZFGKKiqEz2J8IOjMoChFa222wmypXBUNTqUJ4WWHz8kcfb/jXNO/+6KzJx2c7s/D1jyvc2o7oVA7IJJNlKxslAZmzkkOZHFrKDN/78CNMunE6zrt2Gs6/bhpuvP1OpKWlOQzI0tPT8d7q1fC99FJomow10/j5wWfiRDzxzjv1d6RtYckiUdvqstjePPHEE1i6dKkyObS0wbcaNWqUEqC1BAMyInKJlCs9dNv16BHoWpOPYl0YAnxtNNtoIKcgDt2VJh9m+6/x9UeQixmuHHM0ootKoGvS5CM1NBIxFvcnfpYmH6+v3IQde9jkg9o/+YARFBRks+xQgjRnTTlknNhPa9ZhydqdyOs5GtX9x6Cq3xgciu6H1ZllePWd5Xa3XfTqqzCOGGG3JFKerx42DItff91hhkyO3d7k0kTkAWbI6u3btw9nnnkmmpLrplQXtAQDMiJyWUx0FO666lxE6OrS9M5kq4MQ7JXn4AqkRn5+FHoW2Bj/9Y+8wHCEap2PH7FKNSWiZ25m4yBP3sfPD8EG9yeOTTPo8fz736C42L0MG9GpmiWTO72333oPLrvoBlw24UZcf/UMbNmyzWmGbNb9c6EdOQHenXtCpTr28UKt90LQaWOwuVyF195eZnPbnWlp0AY1ny6jIW1wMLYfPeowIJNySXuTSxPRic2QDR06FL1798aSJUvaxamPjo7GwYMHmz0v48eSk5NbtG8GZETklhFDB+O6s3pC70KTjzJdKHx9qh1mwGrhg+piPySWZNt9TaZvAEJrHQR2TZt8GGPRO6dxkJcZGoEIi2cf1JQmH68sY5MPavd+/20dFj/1MXL3RsG7agi8qwfDmNMLG3/Nw9tvfFA/ZqIpKUncX1QJfXC43X3rkvrg8x9X2Byj5uoU9I5eJ10YHbXeJ6ITmyHbuHEjdu/ejVmzZrWLUz9jxgzMnj0b69evV7L2mZmZeP/99zFnzhzMnDmzRftmQEZEbptyxUSM7xkMWJyXBmWqQxDim+/wNeXVIfApNiG40nbKvzAgDEE6x+WPDZk1PiipDkRSQeMgL8svAGE1jo/FJpUKK6TJx9ts8kHt16uvvIn0fUBMwOnQaY9lw9RqDSID+kJf2Q/33f2QzW3fWP4+ajv1cfoeJb5hNlvruzaphvPXSZbM3uTUROQBlizWmzt3Lq699lqMGzdOKeOW8sWbb74Zt956K+688060BAMyInKb3Bmae/tUnB7lfORuhS4YPt41DrNkoqA0GnGFRVAbqm2uT/MLQrg5x+VjLFOFQFduQVjZsfEweSFhCIXr5Y/NmnzsYJMPap8ka/XB8s8R6tPL7mv8vCNwYHcOsrObZ7OzcnKhC3BccigMel+bnRBH9+sHY47jv29DVhbOGjTIaUDGDBnR8cOmHo0/+zz88MPKTR+ZJPqvv/5CXl4eHn/8cbQUAzIi8oiXlxfm3nI1uvo7L11MU4chzM95yWFOQQx62WnyUeIfAn+t4/LHprIt0YgpLIau+lgnx7SAQERWux7YNW3y8cYKNvmg9kfGjVUV+zt9nVdtMt6xMR1EdGQEjOXOS4Klq6pMIN3UrOnTEbhpEywm20WJ8nzQli24bepUh/vnXGREdCKanMnYuGHDhsHf3/l10xUMyIjIY4kJ8bh90hiEah03+ajWBULvZXQeTKm1KMgPR/eidJurjwaEIAruBVOptYnomXcsyCsKCkWgqsqtwK7R/oxs8kHtT0ZGJswGvdPX+eiCkJbefL6/m6dcB+3RXU63D6rIx8CBA21mtl5ZsACab75BzdGj9ePM5Ks8lueXPvaY0s3M4f6DgliySHQ8sWSxkZUrV+Khhx5SShVvuummRktLMCAjohYZM2o4rh7ZFTqL0WmWLNw/1+n+TPCDocgH8aXNA68K3yD46AzuBVNqNdINsejVoMnHkaAQxBg8y5IJNvmg9iYiIhwqrfMpLQymCkRENM9wJSYmokuQN4zF9htqmFL24tJzx9ptbd+nVy988tJL6LxrF2LXrEHE2rWI/+MPdN+/H0sXLEDvnj2dHh/HkBEdXyqLxaOlPVqwYAHOO+88JSiT0muZZqPh0hLa43aURNRhTb/2cqRkvoLvDlQBDdpdN1SjC4DOUgCUm5UgyZHyqhBEFGcjQFeCMp/Gd8QPB4QhrjALWYhz+fhqNT4orwlA54IsHA2LQXlAEDqXFtUFdk6OxVGTj5eWfYC7p09xf3uiNkZKb7yCSuGseWql6hBunLbA5rqXn38a186YifTCWPgm9ahvfW82GlCxaz3O75GImTc7vouckJCAgb16KV3ZoqKilOcee+wxm2WO9koWZT4gaX+v0Whc2oaIHGjQNdFl7TMeg0wKvWzZMkyZcvz/v88MGRG1mNzxnjdrKk6LcJy5OqqOQIS/a5mpvJJoJBbmQ21q/AmxyicAel0tYK516xhLEArvCjNCyuo6OR4KDkO8IQueUpp8bM/ENz+v9HgfRG2FBC/jLxqLcmOa3ddUG0oRk+iNzp0721zv5+eHz955E32MufDe+AO8tq2C9/bfoN/wHSb1S8LTCx6xmx2zUqvVyviMkpJj8/6ZTCa7c6DJJNA/rViB62bNwqTbbsMtc+diz8EDbOxBdJywqccxBoMBI0eORGtgQEZEx4Wvry8enD4ZSb72x5OZtH5Qe0kw5dqsQzn5ceiZn9asRPFAYDjiVO4HU5nmWMQVFUFrqEaVXwD0apPbgV1DZdDj9Z//xs49+zzeB1Fb8dC/7kfP07yQW74dZsuxvwsZx1VUkQJL0G68+PJzDveh0+kwZOAAzLvjNvzy4TL8/MHbuOqi8RjQr59bDYMkyyUqKiqQkZmJux+Zj8tm3IpJN9+C5158SZn8OScnBxdefz3m/fwT9g4ZjNQRp+PQ8GHYERuLs6++Cvv272/B2SAiBceQ1ZNxYx988AFaA0sWiei46ZLcGbdOHI2Fn6xFSa3tGYOOqqPQOTAXOeWxzneo1qKoIBzddBk4EJZQ/7TR2w8abR5gNCmvcUeqKQG9co5iR1wy9odGoEteFlJ84t3aR6P9GbT48Jsf8WSvHh7vg6gtkOzVG2+/jAWPPoZvv14BDXyVD2NmVQ2CEryx/L1lSrDkjHQdswZUQiaTlhs29mzfsQMvvvk28srKlbEnVUUFiI2NRb9+/XD9zNtxUOsNn16DoNbXNR35MDsTX067GbXVFTBcNAGaBvtWqdXw7tUL5V274so778SqDz9EaGhoi88NUUfPkLm7TXtUXV2N1157DStWrED//v2VG1ANLVq0yON9MyAjouPqvDGjcSglDW/9kYZaVeOLlTBrfWAxy6c814Ipo9kPtcXViNXlIjMwsv75A8HR6JKfhXQcC9RcotYgwxiDXrlp2BPdCWoJ7Fw8lqZ0ZiMuTPLHvJnT3N6WqK0GZeedfy5Cw0Jw/fXXK8+tXr0amzZtcikYs9VYQwa/L/voUyx57xMl2xYZHIDZt0xHr169cOeD8/B3QRnQsz803nVliaayUjz3xbdY8t77qBl1NvzCIxrtXx8di6KcbKhDfOFjJ9BT63QoGDwIz770Ep6eP78FZ4SIPDV06FClHFrGhMpyqtu+fXt9l1iZh6whZ+XYzjAgI6Lj7tYpVyE1awl+OmxUGmA0laKORlJgNrLLXWvMUVoZhsiSLJToylDhE6A8Z9J7Q4n3DAZA7bxdd0MmtS8qqvzRqTAH+8Kj0D0nE0e9E93aR4iqBteenowZ105u8YWYqC2RxhgNx3BJeaCjDFdaWhoWv/waDqZmwgwVjJVl6BwdhptuMuM/Ly3B15v2wG/AGdD51zXoya+pwoynl0CdlwJD/2HQDuzdaH/agECYeg1EwaFdCGkSjFlVpx5G6PBJDv8d+shIrPpttZv/eiI6Xk09Nm7ciMDAwHZzQletWtVq+2ZARkTHnQzMf2jWVOQuXIotBc0vM2atF2plWJjZ9WAqtzAKSZo07NZ5w6yty7ztD45Gj7xspLqbJQNQrApFbHkm/PU1sGihNA8xa107liQvA2ZNGI1zzxrt9vsStXXWToWSzZKbDampqfh11Z/48Zf1ynBOvU6Fiyecjauvnox3P/gY736zEqrOQ6BL6qpsb6mtxeaj2zH6vAlQdeqF4FEXNdq/xssHSB6A7Nx0RMbbbhBStmMTgseMtX+QWq1LN0IqLZ7NN0hEdViy2NiaNWvw6quv4vDhw/j0008RFxeH5cuXIykpCaNHe/6ZgE09iKhVBAQE4P6plyHRx3Yf7aPaGEQHOZ+XrJ5ajey8mEZNPsw6PUw6FdSmao+OUZp8JBQUKB0XOxtdaBJiseC0IBOeu3UygzFqt6Tk0Gg0oqqqCp99/jXe+eBnVKoHQ+U/GprA0TB5j8TyL/Zi7LmXYNkPf0Df52zo/I5NT6HSaOCfPBC51WZouwyw+R4lB7YjcOAwu8dgNhmh8bGflXN1LkItmL0mahE29aj3+eef4/zzz1e6vm7evFkZHyukouCpp55CSzAgI6JW07N7V9x84TD4q2x0XlTrYdKqAbMbwZRaj5KiUHQrzqx/6mBIDBK0bgR2TaTWJqBnfhYMejU0xir7b202YnycFovvvw3duiR7/H5EbZ23t7dSovjnn+vw8utfIK7rJfD2Ca5fL5mpgOAkFFap4NXtdJv7qMg5Ct9O3e2+h7G8CDonzTYk02aP1i8Axgbj1GwxV1ejS3i4w9cQ0fFvfd9ePfHEE8pcZK+//nqjhh6jRo1SArSWYEBGRK3qovPG4vIhcVDZaHWfoo1FTFC+W/urMfkDxTpEl9VtZ9FqUaNXQ22yH0w5pNYi0xgNjaUWnU22A7sA1OCmwXF4cs4sJfNH1BHKFpe+9i78w20HXDVVxdCFhNdP/tyUsbwEXsH2J3PW6H1QW1Vpd71vUndU7Ntjd33Q4GEo/e13pazSHu3fm/DQnXfaXU9ELpC/MU+Wdmjfvn0488wzmz0fFBTUqLOsJxiQEVGru+Oma3F2Z33zi7RaC4NWA43F/gczW4oqwhBaXAmf6grl8aGQGCS2IEtmVPuhusYftTWl0Bvq9mmVoDfggQnDcOe065RuUUQdgUzynJtfCY3G9rhKQ00ZdIEhdrdX671gqrb/dx3YtS/Kdmy1u96/a0+U79wOs9Foc702MAg+3r4w/PAjzNLYpwGLyYTqX1fhqkGDMHjQILvvQUTOcWLoY6Kjo3Hw4EE0tXbtWiQnt6xyhgEZEbU6CWQenjUV/UObZ8lStbGIDCpwe5+5hdFILsgGTHUt6yv1WuhMjYMpdxQiDBZ9MOIrU+qesFgwIMCEhTdNxCXnne3xfolORUqLe1VdG3pbtDpfmCrL7a4PiO2KiiP2J0zXB4bCXFoGU9mxbo4NyXxiQT36ouCjd2EqLW20zmI2w7R7B87v1gXLH3oIvbdth9fKX6H98094/boKyes3YEJcHCZf1LiZCBF5gGPI6s2YMQOzZ8/G+vXrldLtzMxMvP/++5gzZw5mzpyJlmCXRSI6IYKDg3DP9RfjX69/jYzqBvMZqTWo1uqgRQVM8HN9h2o1cvJj0EuXij2RyTgSEos+hlQcdWcfTWRa4hFv2AK/6gKc3ikcD982FWGcVJY6oJiYGJgc3ODw9g2FITWnvhNjU2qtDjqvAFRmp8E32nYX1ND+o1D8v48RcPZFytxiVrLP6sP7EJF1BBPOGo2Mo3uRUlQCo5c3YDIiXKPGjZMuw2WXXKy893v/93/KhK0ysF5KimX82yeffNJoLjQiopaaO3cuzGYzxo0bh8rKSqV8UW5eSUB2ZwvLoxmQEdEJM6BvL0w7Nw2Lvt2MSsuxoCxdE4tuganILHUzmFLrUVYQgmRdBg6HxKHcSwevijLUaD0f51Xg0x1Dgyrx7AN3QKvlJZI6pqioKOi1NTCbTVDbmDRdAqHQoGSUHNiC4O6Dbe4jrPcIZKx4Gzj9PPgkdm8UuNXkZSI0fQe+/upzLP/kU6z4awUqoJH0F4I0KnQKC8bwyyYqc5z9a9o0dOnSBWVlZdDr9UqHM1uNSGSxkrmPioqKjtv5IOqoVOa6xd1t2iOVSoWHH34Y999/v1K6WF5ejt69e8Pf37/F++anDSI6oSZddB4Op2Xiw815sFg/6KnVKNfooFOVw2hx78JWbQqAT3ENInQFSAmOQV9DKo5YPAvIorwNmHruaZg8cbxH2xO1FzJIffCAntiyawOCo0fafE14VF8c2fseqjVm6DsPhFpz7CNFdUEWKnb8gjumXocDR1OQuvNXlNZKQKaCj6oWF40YitufeF0Zq3b/XXfi/rugtJCWOQyle9lPP/2kDKA3mUxKxkuel2NylQRkOTk5x+VcEHVoLZgYur3S6/VKIHY8MSAjohNu9s3XIWPh/2F1uvTIrbtrnqWNQbfAFGSWuH+nqag8HJG6DJTovFEsLbvLSlCpdf3Dm4wX6xliwt3XXYjTBvV3+/2J2mOXxdDQYJw1KhTf//wTohLPhFZ3LDNVWZ4Dc8UWfPHhMqSnZ+DVd95HblkVzBbAR6vCsB7JwBnDlHKeCeediwkTJsBgMCjlPg0zWc3Grf0jMjISGzZsUAIyT+4+S/C2d+9eD//1RGTFiaFPDAZkRHTCyR3wh26/AfnPvoldJf/M5aFWo0ztDS9NKWpqA93eZ25BDLqpU7ErqjP6VqfjiMXFgMxSi9EJGsybOQ1RUZFuvy9ReyQBjQRDMr9OZXkJSsoOITUtXwm49DpgzOkDMfO215XXdevWFWPHnqVsZx1TJuMrZKLUioqK+oBK7iq7UzIp48JkX5Ihc5dkyFrahpqIGrS9d0c7bXvfmhiQEdFJEREehtnXXIBH3voe2Ya6O+PZ2ih0909BRon7AZnS5CMvGr10aSjw9kNARRHK1PbbcgsvGHFR/1DcN/NGtz4sErV38vcg5YRZWVlITk7CbbfdZvN1TecBs44TkyBKuqtKUCX7cZdkyKw3bxpOwOoqCRRlzJkElRwLSuQ5ZshODLa9J6KTRsoDbzi7H7zxzzxCajWK1T7w0dhuhe2U2hvlBQHwhgnhmsatspuK0Bswa3xvzL3rZgZjRDYEBwcjPz/f4wHrEtRJiaInAZkEUbLYK290Ro5Zxp1J50UiagG2vT8hGJAR0Ul11aUX4uK+YUrpoMjVRyPU33Ew5UiVMRi6YhXKYEZQrY35zSwWdA8y4pFp5+Hay+vaZhOR7SyTBDRS/ucJyWxJQCat6D0hGTZXgzkZn5aamqrMD/Tdd98pcwNJkxBpDEJElJaWhjFjxijNOPr3749PP/20TZ0UliwS0UklAdF9t96AzKdewh+ZdU0+CjR+8NcVo9wY7NE+C8siEKVNB1SFKEHYsRUWM06PVWHebVMQF3ds3iMisp0hE54GVJIhKy0t9TjDZg3IJKiTwDAjI0PpnChZOxkfJuPUJOiSxWg01o83k0BSmpIIKbkkIs+1l5JFrVaLxYsXY+DAgcjOzsaQIUNw4YUXepTBbw0MyIjopJMPbg/ddj3ufX4Z9pXpUaCLRHe/Iygv9iwgEzkFsYjw34UwfQ4KtFHQwYjxfYPw4O3TGnVzIyLbJLCRsj9PP7BYm3E4217GeckHJAmecnNzlYBLAjlpCCJZr0cffVQJyuQ6Idk6CRRl4mr5KscoX2WRwE+COKt///vf/NEStVQ7aeoRExOjLCI6Ohrh4eHK5PEMyIiIGl4so6Nw55XnYMG7vyDP6IVcdQD89YUoN4R6dp7UahRUdEVY7T5YQoNx7Vk9ceNVl7JEkchF1nm/PM2QyQTOUrYo5YRHjhxRgq68vDxlwmaZULVhdktYs1uhoaHo3r27EphJt8VLL71UyXi5cyNFsmfScESaihBR28+Q/f7773juueewadMm5ebMl19+qfztN7RkyRLlNXItGTBgAF566SUMGzbM7feS96itrUVCQgLaCmbIiKjNGDlsCK5LScPLK/ahWBeO7r5HPQ/IAJhVPtB7R+COiwfhkgsvOK7HStTeSdZJMlOOSg4luyVlhPIBSbJbcsdZygurqqrqG2osXLhQyVxJYCf7lICrS5cuyveS8ZJgS7427Ya4efNmZf9yN9tdchxCAj8iavsTQ1dUVChB1k033YRJkyY1W//xxx/j3nvvxdKlSzF8+HCl/PD8889Xxolau7JKOaJcM5r6+eefERsbW39tuOGGG/D666+jLWFARkRtypQrJuJI+mv4ek85clSBCNLno8QQ7v6OLGYM6KbC/Xfeh06d2s5dMKJThQRQ8uHm8OHD2Llzp5LZsgZbktmSzJd17JZkw6zBVVJSkhJsbd++XQnU5syZo5QFudtAR4JBaV3vCTlWeT92WSQ6eRkyKT1uSLLc9jLd48ePVxZ7Fi1ahBkzZmDatGnKYwnMpIHPW2+9hblz5yrPbd261eFxyXVLsm7y+pEjR6ItYUBGRG2KfIiae/tU5Dz5Ev7KCUWk5QhKqs1KCaKrtCojxg4PxgP33ORx22yijk6CLLF27VqllFAWKfGxfi8Bm/X7hmO3rA4dOqQEdDL2y5NuplJSJCWH8tXW/h2Rph/ynhKYEVELyGzwsri7DdCsJHD+/PnKmFB3GQwGpcxw3rx59c/J+NZzzjkH69atc2kfUsI8depUnH322ZgyZQraGgZkRNTmyB20uTOuxpzF7yPLGIwQnwIU1US4tG2QrwFXXNgTN143iePFiFogLCxMCcpuvfVWZQC8vQ859oItyaTJOrlLbm97RyQQk/1L2aF1PJur5D2tk0NLFs+TyaWJqGUli9JqvuG0GZ421MrPz1euBzKmtCF5vHfvXpf28ccffyhlj9Ly/quvvlKeW758Ofr164e2gAEZEbVJiQnxmDnpLDz5wWr4mItRVOU8S5YYacQtU8bhrDNOP2HHSdReSTAlQY2nAZVktySzJWWD7m4vmTX5ACbjyqzBlTskEIuIiFCae0i2TL4nohNLgjFP5zE83kaPHq2UQbdVDMiIqM0aO+p0HDqajvdWlCHUNw+F1Y3vjjUfLzaF48WIjiMZC+bpOC4pM5KgzpPtCwrqJnWXckcJ6Jx1Q5OB/b//+Zfy/ZkjT1eyapLhkw+DDMiIPCf5b7fHkP3zdejQocpNmVmzZimLp8LDw5X9SAOhhuSxJ01/2iIGZETUpk2/9nKkZOZi3649QGXzLJl1vNj9d0+rH/NCRMeHNUPmCSkVlJJDTxprSCc0yY5JiZNsv3nLFnzzw88wGIwYNnggLrrwAmX9jl278K+nnkO+ygfG0LqgbdnKxTBlHcHN11xRH5AR0Ymfh2zjxo3HJUOm1+uViZxXrlxZ3wpfsl3y+I477kB7wICMiNo0ucM+b9ZUzHroKYQZclFQeexuWJCvEVeM74Ebr+d4MaLWIF0TPQ3IpOxQbpI4C8gkaPt9zVp8/OU3qK42oHvXJAzo3UPZtrS0DA8+/gzM4Z2gjukKldofq775E//3zoc4f/RQfL16PVSDzoFWoz32gSYyDupup+HVz77F9ePHMCAjOgXmISsvL8fBgwfrH8vchdI1UabJSExMVFre33jjjTjttNOUucek7b20yrd2XTzVMSAjojZPJoz91103Y96/FgDmSCVLVjde7GyOFyNq5ZLFjIwMjzNkUk4k2a4ffvwZH3/5P5hMZgQH+WPm9BvQp08f7Nu/H7PnPopy32jo43pB5aPD/kO5+PLXdxBgrkBBjRmBoyZB12COMq1vD9Qm9MDSD99C7IQboNY0/ygjz/mMuAhf/Pw/9O3Tp0XngKhDa0FTD3dKFv/++2+MHTu2/rEEYEKCsGXLluGqq65SJpZ/5JFHlOk0ZM6xH3/8sVmjj1MVAzIiOiV0Se6MyZMn4cNPVyAuNg5zOF6MqE2ULMrcPp9+9iW+/eFXmMyATqvCxRecrWTIJPv10uvvwTdxMHyiB0Kl1iCrpgoz5y9BuK4c+WXV0PY5D97aY10QvUOi4B0yHkdXLkfcuVdB3WTCaFGVnwmfhG42gzErWVcVEIkdO3bgyiuvbOGZIOqYVNJJ1c2SRZUHJYtjxoxRrheOSHlieylRbIoBGRGdMiZfdjFqqqpw+WUXc7wY0QnKkMld6Wef/y/+XLcFxlpAowYG9uuGWbffjOKSEtxxz79Q69sDviGnKyXG1RYzXvtsCwqOroVP0DaEniZB1bGAS+vlA22nYdj112eIGTGh0TorY0UpdMERUGv1No+rMjsFfondnB6/KqYLtu7a3cKzQNSBSWNCd5sTtt1mhm0WAzIiOqVcfy3vdBOdKKmp6fjsy18R0els+AacAWvotGFPIX67ZiZMZiNCul4MteZYUKVSqREQ0QOFeYfh12OEzYCr1mSASquD1svX5vtWFWbBNyrxOPwLVKisrDoO+yEiaj2OJ/UhIiKiDkna1d97/wIk9L4KvgGNW0t7+4aiwugPn+hRjYIxKyk9MhorofcLsblvY0UxvILsz00mmTaLxf5tdp/IBFSmH3b6b1DnpyIiJEgZz0ZEnpcsurtYx5D17t0bS5Ys4al3ghkyIiIiambJy6/B4tMHarXG5tmpriqEb5DtAfXmWgM0drJfQsaSWcy1dtf7RMSjZOtKBHXpa3O9b2Q8Cnb8oexD9mWLrAs1liA2pgfnIiM6CU09jlfb+46AGTIiIiJqZsWvf8IvMM7umVGptQ7XmU32s1J6/xDUFDWe5LUhpZSx1gxTVbnd14T2HYHsFZ/YDOzkudotKzF/zt2ci4zoeMxD5u5CbmFARkRERM0YTU5OioOSQsmqWUxGWMy2XyPjzLwDo1CRk2J3H1EDz0bmz+/DVFVh463N0Gfvx5wbr4Lfzl9h3L8JNcV5ylK5ez0qf/sYLzx8L4adNoQBGdFxmIfM3YXcw5JFIiIiakanBQwOzotarYPRUAmd3nZpYmhUbxQc+hvh3YbZXB/ZYySO/PYGtCMmwis0tlnAVXtkI56cdy9eeWMZKvT+sER1hUqjha4sFxGqKsybexeGDxuKW6ZPw8ZNm/Db2j+VbWsjOiH6vGFKMCakZKq4uJg/YSJPeJLxYobMbQzIiIiIqJmzzhiGr3/Nhq9/44YeVlHxpyFz32/o1O9Cm+tDonvi8N/LUKrTIaDTQKVRh5W51oSaI2vx9Px52LZzF9Zt+QVVPhEwq7XQVBaiOjcF/33mcYwaOQLVFeXKnGbhkZEwGIwY0K8vevTo0ei9hg4Zoizirbfegr+/f/26gIAAFBUV8SdM5AGVuW5xdxt3J4bu6BiQERERUTN33nErvvrflbD4RthsnOHrHwGNqRglKavhHzcCmgZzhtUaq1GWvhYLH30Qf65bh9/WfQyfsERYNN5QG8sQHaTHPf++U8liXXHZRKUL4vbt25VJpquqqvDnn38qwZgICQlBdnY2Lr3kEpd+SrJ9WFgYNmzYgNraWqXjIzNkRCc+Q8amHq5jQEZEREQ2J4V+5aWnMOO2B6APGQofv2Nt6muqS1BduBFPLbgf0dER+O//vYG09BJApYcKBlSX5eGxR+fi7LFjER0VjpAgf0yZMkVppR8VFaUEWQ3pdDoM+SfDtWbNGvj6HiuDlOBq3759Lv2ESktL8eV3P6ESXkBoJ1iggrosG9rqYowZMxY9enTnT5qI2hwGZERERGTTsGGn4aP3l2DaTbfCZAyEyQRoNEDfnp0w+/nnEBcXp5QiLntziVJWWFlZCS8vLzz++OMYPGiQsg8JwOT5mJgY5fXOlJSUwGAw4LkXXkRxSSmCA/yUDJdkuhqWPdra7qppt8LQbRx8/YMbrOkLs9GAK2fchXf/7zkM6N+PP22iE9D2ntpAl8Unn3wSI0eOVO5yyV02V0ydOlW52DZcLrjggtY6RCIicgGv5x1bly5dMGzoQHz03sv48dt38d3X7+K5Zx5HfHx8o9dptVqlgYZkqYSfn5/yNTo6GmazGRUVzbslNiWB16Ilr+Or1Tvx3c4a/JUbjP9tLcEPa7bh0SeeVoIyex749wJUJY6EvlEwVket00PVcxxuv2+ew30Q0fGbGJraQIZM7m5NnjwZI0aMwJtvvunydhKAvf322/WP5U4bERGdPLyed2x6vV65uSrlhg2bZdiTm5uLrKxs3DLzHlRXm6DXSwv8SqWxhjTYsKe8vBzXTLsNqs7jEOJzbDJZnbc/fCM647d9B/Hgw4/i2acWNNtWgsD9GQXQ9Rxgd/9qjRbFujCs/eMPnDF6tEv/dqIOrwVjyNjUow0EZAsW1F0wly1b5tZ2EoDJ3TRXyQBgWaysd+aIiKh9XM8luyLL8WbdZ2vsu72RShf5eUjZobNg7M7Z82DUJCAksh/UWi0qTbUoyt2FqdPvwrI3X0RiYqLNbRe/9AqqQgfBu0Ew1pBPZFes3/MHDh8+jOTk5Ebr/v77b1T6xcB+uFdHE9UNH372FUaNHImTjb9/HfP8nWrHq5QfunvI/8RvbOpxCo8h++233xAZGakM+D377LPxxBNPKAN67Vm4cGH9hwUiImp/13P5kC+d81pLXl5eq+27vfD29lYCMlvlftbnJJieNv0u+ESei8AGc5NJh8bQ6P6oNfXAzbfOwWcfv9EsUyb7WLNhG7yTznF4HNqYAVi85DX89/mFjZ6vrq6BRdW8E2RTMo9ZSUkpcnJy0Fbw969jnT/JNJ9KPClBZMniKR6QSbnipEmTkJSUhEOHDuGhhx7C+PHjsW7dOmUeA1vmzZuHe++9t/6x/A8jISHhBB41ERG15vVcgjoZm9Qad6rlw1xERATU6lYbUt0uyM9APkg2barRsNHGx598jhpNN/jbmShao/UCfAfgtdffxpz7ZjdaJz9rA7ykN6JDUr6YlVfc7Dh69eoJr6qvnf47DIWZOGvCCKXRyMnG37+Oef58fHxw6jX1cLdksbUOpv1yKyCbO3cunnnmGYev2bNnD3r27OnRwVx99dX13/fr1w/9+/dXBhPLXdZx48bZLYnhODMiIvecStdz+bDVmh+4Wnv/7YFkObOyshy+5ptvV8IvyHEpoG9ANFavXY059zV+3lH3xKZUNj7tSeAfoTOgxGyGysHP0q/kCG647tk29fPm71/HOn+n0rFSGw3I7rvvPqUToiNN67pbQvYVHh6OgwcP2v0fOBERuY/Xc3J3DNn+/fsdvsZgtEDj6zywMhiaB1RSwuirNqDWybY15YXo2rlxd0eruXfPwqx/P4PAweOhUjX/0Ft2cCNuv3S8Un5JRK3f1INaKSCTtLAsJ0p6ejoKCgqcDiImIiL38HpO7ggKCnLaNEvtYpJLbeOFyjQ3Z4/CZ+uPwie8s91tzdnbcOeCp22uGzZ0CC4e3R/frPgY3p0HwSumm+wY1fnpUGXuRM+oQNxz5+2uHSQR/fNHp6Sl3XOK9S1pC1otb5qamoqtW7cqX2tra5XvZZG2tlZSCvPll18q38vz999/P/766y8cPXoUK1euxMSJE9G1a1ecf/75rXWYRETkBK/n5EpA1rVLHGqqSxy+xmSsRnxsiM11t90yHYEV+1BVnG1zfdHBv3DpucMd3qSNi4nBg7OmY86kUehavhNJxVtx/dA4LFv8JPr27M4fJNEJnIdM2t737t0bS5Ys4Xk/WU09HnnkEbzzzjv1jwcNGqR8XbVqFcaMGaN8v2/fPpSU1F28ZZD39u3blW1kYsjY2Ficd955ePzxxzlGjIjoJOL1nKRk0Totgb1x23ffdStuuPkheMXU/T/elor8TbjzwXtsrtPpdJh335145PGnYSwMRrVPPFRab6hqiuFryEaCD3D7LdMd/jCkG6dMWC03ci+95KL65+Wmr0xMLXPqybxqRNT6JYtse98GAjKZr8bZnDUN2+dK15mffvqptQ6HiIg8xOs5ycTQEjBJlsze0AXpiDl9ygS8+OoXiO48TpmI2cpirkVO6lpMvGAA+vfvZ/eEVlZW4uILxuHmm2/Gb6t/R1FxCbokdcawYUOVKRHkhq2jDokScNmavFqOX6uVlvclJ3ToBdEpj2PIOl7beyIiImp7ZIyXTD0gre8dBTQXXzweq35bicqqv5GXXwNofAFzNcKCtejX3RdXXH6Jw/eRgEsCKj8/P0y4cHyjdZLZkoDQWUAm29rqbCeNQ4qKihiQEbmDAdkJwYCMiIiIXCpbdDaOTCbxjo+LxaOPPqqUCUpGSgI5WZ599tn6YQr2SMDXdNLopgGZIyaTyWZAJuQYJOAjImprGJARERGRSwGZBEyOFBYWKkMQJKMmgVXD4ErGnjkLqKRkMTo62uY6V7Y3Go0OAzJnASERNcEuiycEAzIiIiI6LgGZlATaC4hkHJezgEqahtgaA2bd3lGGS8oVpauzve0lIJPjIyLXNeya6M425B5OF05ERETHJSCTDJS9kkNpne+sZFAyXBJ4ebK9zFsq7G3PgIyoBWPI3F3ILQzIiIiI6LjMRSbjxiTwsSU0NNRpyaAEZPYCurCwMIfvLwGZjDOTboq2sGSRyANmi2cL5yFzC0sWiYiI6Lg09ZC5vhITE22uk+6MzjJsEpDZKzmU7R29v5Qj2suOuZqhI6ImOA/ZCcEMGRERETklAY1kwGSclrvzgInIyEhUV1crQZe9bWXf9sagSbt7GWNmb3vJvtnb1pohk+O3tz0R2eJJuSJLFt3FgIyIiIicspYiSlDjSZdDyXBJ90V7WbL8/Hzlq73tpWRRtreXJZPn7ZU7CsmeaTQaZsmI3MExZCcEAzIiIiJySoIZCXgclR06KjmUsV06nc5uQCVjwKS1vb0xYM62l0DRUUAmk0NzHBkRtUUcQ0ZEREQukYDG0TgumZjZXkAmHAVUzsaACWnaYa8xiJRDOipZFOy0SOQmswcliP809SDXMSAjIiKiFre+lwyV2Wx2mKVyNLmzoznMXNne0fi1hgEZG3sQucFirlvc3YbcwoCMiIiIWtxpMTc3VykL9Pb2tru9rLOX4ZJAz1EwJ3x8fOxu72j8mhUDMqIT12WRXMcxZERERORyp0V7GTIZAyYBkzTe8CQgcjSHmSvbOxq/5sr2RHR85yEj1zFDRkRERC5nyHbv3u1xyWFISAhSUlLsjgFzFlDJ5NIHDhxQgq/Vq1cjKzMXMbGROOOMM5Txa87eXzJwcpxE5CJmyE4IBmRERETU4pJFyTw5KzmU1vU7duywOwbMWUAl27/y8hv4/rt1MNVEQqP2R615I57TvQG1psrp9pLhs1fySEQ2KD093C1Z5Jl0FwMyIiIicomU/EnJosViaVaaKCWHEvA4Eh0djcrKShw+fBivvbIMuTn50HvpcNU1lzotOZT3fHXpMlSWdUJIUFeg0VC17iguPYQHH5yPl156zm7ZpPX45b2k4yMRUVvAMWRERETkcoZMMlk1NTXN1lVUVDjNkEnAtmrFn5h5w3wcWKdDdVo3FO+Px7P/+gRffvIjCgsL7W67ds0fSDlirgvGbB1bYBfs212B1avX2N2HZNBkPjVHrfuJ6PhMDD106FD07t0bS5Ys4Sl1ghkyIiIicol0SZROiq++/Dp+X/EnaipqIcmoyPhQBEX6YsiQIQ63v+/ueQi2nIYAXVT9c2q1FiFe3RGoS8L8h57Dh591R2RkZLNtX3ttOQL9+zjcf5B/b7zx+nsYM+ZMm+vl2K3jyKT8kYicMEsLe7MH2wAbN2502qiH6jAgIyIiIpdIIPP9lysQXt0LgZpu8P6nNLA8z4j9tbtgNnyBkSNH2tx2y+YtyDxoQqj3sWCsIY1ahyDjYPzn2RfxzPNPNFtfXFQFHydlhhLclRRXO3yNfEDkODIiF7GpxwnBkkUiIiJyyfVX3oT4muEI0kY3GqelVeuQqBuIfb/n4OMPPrW57dIlbyNQY7vc0MpbF4gdWw4oE0x7yln/AQnI2GmRqPVLFsl1DMiIiIjIqS1btqDwoAFeGl+7rwkxJ+Gjdz+3ua60pBJajZfT9zEb9TYzWH7+OpgttQ63tVjM8PN3XPzDuciI3MB5yE4IBmRERETk1JLFryGgJsHhayRrVp2nUrooNl/p2l1zC2qh1+ubPX/9lMtRWnbQ4bYl5QeV1zkiY8g4OTSRa+QmhycLuYcBGRERETlVWlwKrbp5oNSUpUZvs1vi4NP6orw61/G2Fgv8gtU25xO78MILEBVbiYrKHJvbVlblIjK6DBMmjHf4HixZJHKDlB+6myVjyaLbGJARERGRU8GhQTCaHTfMUHjVIDw8vNnTt9x2E6q0B5Sgy57imkOYfPUldjskvvnW/yE4PA2pmT+grCITBkM5yiuykJLxPSJjc/DW2y8rr3OETT2IqK1hQEZERERO3XXf7SjzTnP4Ggm2fCOBzp0725yD7I57b0RO9XqYbZQ0FVcdQZeBXrj6msl29y+ljI89/hDOHNMTl1yWiP5DanDJpAScNbYXnnjyXzZLHe1NDm0ymZy+lqjDY1OPE4Jt74mIiMipvn37Iqq7H8q2lcNb42/zNcW6o7h5+tV29zHxsovh5e2FR/+9EEE+cVDV+gNqA4oqUzD23BFY+PTjjbo32hITE6MEXlNuuAb+/v7KRNWPPfaY8r0jqampyMvLQ0hIiPIeMjl0aGgof/JEjkjHU5WbY8I4hsxtDMiIiIjIJcs/eQuXXXgl8g94I0ybUB88SSljDvZi4jVnY9IVlzrcx3nnn4M//lyDa665RgmmZLzYJ598gksvvdRpMCZ8fX2h0WiUgEqCsPz8fCUzJ10gszKyERYRijPPPBNeXnUdHb/6/Gu8+9oHqMyuBaq1sHiZUKrKRaf4JNwzZzZ/8kSOKCXGbrax5xgytzEgIyIiIpdI2eFPv32LyZdfhcLsvTAbVMqYrQpjCW644XJMnz7d6T7k9ZLhkoCpd+/eynNSPijdD+2pqKjAZx9/joP7DiE4JBjV1dVKa/zY2Fi8tuQN/PL5b/j7w/1QV+th1hrxQvwSDBszGAGBAVixfD2CqxLrJ7GGCQi1JOHDZ79DUUERHlv4KH/6RHZYzGZY3MyQscui+xiQERERkct0Oh1Gjj4do0aNQs+ePZWs1vPPP48+ffq4tQ8Zx2UNxqQN/f/9Zwnycwug0+sw+borcPY5Y5V9P/noQvzx4waoswLgZfGDyZKOAq9U7Nt2EH3698Hfn+9FF8PQuh1r/rmZnwasWb4VFepSJGsHA00Sb7LfUGMifli+BhddthHDhv2zPRE1xgzZCcGAjIiIiNzOlFkDKiGlh/bGcEk54Yb1G/Dai2+irLAMao0aBlU1+vXrp4xLu+uWu7F5xQ5EVUgWyxdmiwnPr1qCRZ0WI6FLPDLWlCPYmFS3MxXgpfKBn7EvCrdn45cda9BFPcDm+xYZ89DFZ7Djf0d5PBY9tRgfffU+fwOIbJE29i7OIdjgj57n0k0MyIiIiMjtgEzGcFmDse1btuPPn9fDUg2o1CpEJIRh5r23ov+A/phx/a3I3VSMgNJwaFSBSgLLADOePPAsXu/8FozbtOhk6lmfxVKr1AiqjEDZ7mJsObQXXbQDbR5Dfm0GknT2s3IWWKBTezn+EKTSIfNoJn/6RHRSMSAjIiIitwQHByMjI0MJym6cfBMqt5gRbI6qb8pRts+Eh/9+HFWBpQhJj0ewJbpR2aAfAoF8IKMwHcmWunFkTeWo0tFZ09/uMZhRC53KUcDlvEGIsp9a3s0ncpztcrfLYtv7myouLsY555yjlEjLMnv2bMyYMQNtBQMyIiIicjtDtm/fPtxx012wbPJDiMqnUfyjUWnhVRygNN7whe1SxiykItHczW7cVKsyQ6/y9vgnI6WPUi7pqHOjrPcOcD53GVFHZTFbYHGzZNHR5O8nS0BAAH7//XelS6s0CZJy6UmTJiEsLAxtASeGJiIiIrcDskOHDiFnZyG8JRizIRupiLMk291HLUzQO8xwOWeyGO2uC1VHocCU4XD7MlU+Lr/2khYdA1G7JnOKebK0MRqNRgnGRE1NjRI0tqXAkQEZERERuR2QrfttPfzy7d9dNsHoNOBy9IFIZ9Gh2lxhd320pjOyao/YXR+pSUBazR7UmCttrq8xV0GdXIJpN091eIxE6OgZMg8Wd/3++++4+OKLlaksJKv91VdfNXvNkiVL0LlzZ3h7e2P48OHYsGGD22WLAwYMQHx8PO6//36Eh4ejrWBARkRERG6PIassr3QYcKmggtnBnXJ/BKEUhXbXx1o6Ic2w1+76IE0Eis15ymKLAdXo2q8TdAOKUeB7BEZzjfK8yWJAgfdRZIdsx4uvL1I+3BGRbSZLDUxmNxdL3d+ajDFtuEhmyp6KigolWJKgy5aPP/4Y9957L+bPn4/Nmzcrrz3//PORm5tb/5qBAwcqpYhNl8zMzPrr1rZt23DkyBF88MEHyMnJaTM/do4hIyIiIrdI6Y+Pvw8Mlmq747zCEY1cZCAaCTbXy/P7sA2BllCb47ykBT5UtcjRHEZUbfPSxwpLCZL6x6OyKhcFlaXQ54TAS+UHo6UaNRFFSOgbjcVL31Pa8e/cuRNvvPw2SouL4R/oj4dnPuz23XWijkQmb4+Ojsba7O892l7+7hISGv/tSzD16KO2J2IfP368stizaNEipQnHtGnTlMdLly7Fd999h7feegtz585Vntu6datLxxYVFaUEdGvWrMEVV1yBtoABGREREblFAqgRZw3H2oyNCC+yHXCFIBK7sBERlhilyUdT8py/NgCHVNuRbOintLtvqFxXjP5jeuHMcWfgs+VfwZShg7rKC7VqI9Sx1TD7GnD3vXfijz/+wN13343PP/4CKYdTER4ZjqunXKmUPlnJXfLFL/+n0f737t2rNB0houYkcyyZJJnWwhO2Gup4eXk2ZtRgMGDTpk2YN29e/XNqtVrpmrhu3TqX9iHZMLmRJM095O9eSiRnzpyJtoIBGREREbktOTkZO7rsQvXGyrpsVhPyYSzSNxrpvvsQlZfU6DXyYS1Pl4EuZyTAP9QXuUcLUJpZDUuJRgaPQRcDnDX+DNw39x5lMP4NN03BX+v+wpFDRxEcGowxY8/C66+/rpQr6XQ6ZSzIrbNucev4AwMDlTElRGQ/KGsLJb35+fmora1VMlsNyWO5seKKlJQU3HLLLfXNPO68805lcvq2ggEZERERedTY47Z7b8Ejcx5FYG40go3h9XfEpfthSWguzrn2TNxyx81YtPAFbF23A9Kjw6IyIzDWH93jEnDZFZdi7dq1ePqZp5XxJenp6cpd7B49eih3wK3k+5GjRiqLlY+PjxKQWTunuUvulBcUFPAnT9QBDBs2zOWSxpOBARkRERF5FJBVV1djwuTxCPQLxB8r1qGypAYqtRrRnSLw7zlPKIPsxcJFTyl3pcvLy5WxKVK6JGM/rIPt/fz8lAH3Te+AO3v/tLQ0xMXFtah1PxG1beHh4UqmvGkTDnks49zaAwZkRERE5FFAk5eXp5QSXX7l5Zh972yHr5fsmWSlmk4uLSWHsrgrNDRUCfIa7tMdsh1LFonaPr1ejyFDhmDlypW49NJLlefMZrPy+I477kB7wICMiIiI3CYBVVFREUwmk0dBUVhYGCorK5XMmCciIiKUgEzGgnl6/NKKWz7YNSyPJKITr7y8HAcPHqx/LA1FpMRQbrwkJiYqLe9vvPFGnHbaaUr54eLFi5VW+daui6c6BmRERETkUUBjLSGSkkNPypAkoJL22J6Q8kYpY3J3e+nYJoFYYWGhkt2TD4KeBnVEdHz8/fffGDt2bP1jCcCEBGHLli3DVVddpWTkH3nkEWRnZyvl0D/++KNbZc5tGQMyIiIi8iggk+yYjAfTat3/OBETE9OiDFdkZKSS2bIGZLIvaQwiLa3LysrqvzacmFYeV1VVKSWS8r7SPMSTckkiOr7GjBmj/A07IuWJ7aVEsSkGZERERORRQOZpdkyEhIQoX10JyKSsUMobmwZYQuYhkkme5bFkvyRAlGOT/Us5pJQ2duvWTfne+rx0ZrQ1GTUR0cnAgIyIiIg8GmgvJYOeNtWQ7JZkp6R9vWSzGma05GvD4Eu+l2ycBFISVElwJYsEWjLps2Tb5LEEW21h3iQiIncwICMiIiKPgzJHGS4pIWwYVDUNtqREafXq1fjjjz+U0kNrFku+JiUlKd9bs1ryVd6PiKi9YUBGREREnn2I0GqVoGv9+vVKgCUNMhpmtqSE0Bq0NcxsSdc0eSxlg7GxsUonNcm2ERF1RAzIiIiIyCMyKauUGqampiqBVnx8fH1WyxqASUkix2sREdnHgIyIiIg8cuWVVyptpzmPFxGR5zgTIhERERER0UnCgIyIiIiIiOgkYUBGRERERER0kjAgIyIiIiIiOkkYkBEREREREZ0kDMiIiIiIiIhOEgZkREREREREJwkDMiIiIiIiopOEARkREREREdFJwoCMiIiIiIjoJGFARkREREREdJIwICMiIiIiIjpJGJARERERERGdJAzIiIiIiIiIThIGZERERERERCcJAzIiIiIiIqKThAEZERERERFRewvIjh49iunTpyMpKQk+Pj7o0qUL5s+fD4PB4HC76upqzJo1C2FhYfD398fll1+OnJyc1jpMIiJygtdzIiKiUzAg27t3L8xmM1599VXs2rULL+L4EvMAAAnPSURBVLzwApYuXYqHHnrI4Xb33HMP/ve//+HTTz/F6tWrkZmZiUmTJrXWYRIRkRO8nhMREbUelcViseAEee655/DKK6/g8OHDNteXlJQgIiICH3zwAa644or6DwK9evXCunXrcPrppzfbpqamRlmsSktLkZCQoOwrMDCwFf81REQnhlzXgoKC2tR17URez4uKilrl3y03DfPy8pTjVKtZwc/zd2Lx969jnj+5roWEhLSp6zmdfNoT+WbyyxcaGmp3/aZNm2A0GnHOOefUP9ezZ08kJiba/R/4woULsWDBglY7ZiIiOrnX89zcXFRVVbXaj0E+1BHP38nC37+Odf7KyspO9iFQRw7IDh48iJdeegnPP/+83ddkZ2dDr9cjODi40fNRUVHKOlvmzZuHe++9t9GHBPkfvtyBICJqD6zXsxNY0NCmrufe3t7KWOTWuMOen5+P8PDwU+oOe1vB88fzx98/98mNqrZ0PadTNCCbO3cunnnmGYev2bNnj3In1CojIwMXXHABJk+ejBkzZuB48vLyUpamH1ykzIWIqD2RO6tSuni8nCrX806dOh3X9yEiam/Xc+pgAdl9992HqVOnOnxNcnJy/ffSlGPs2LEYOXIkXnvtNYfbRUdHK10Yi4uLG91VlS6Lss4VsbGxSEtLQ0BAAFQqFY4365gGeQ/W/vL8nWj8/euY50/upMr/vOX6djzxen5q/j60Fafq31NbwfPXMc9fa13PqYMFZDJ4UhZXyJ1UCcaGDBmCt99+22lJiLxOp9Nh5cqVSrt7sW/fPqSmpmLEiBEuvae8R3x8PFqb/PGfSheAtobnj+ePv3/uaY07qbye1+H1qGV4/nj+TqZT8fePmTFqqtWK5iUYGzNmjFL/L+MMZNCljBtoOHZAXiOlMBs2bKj/BZW5y2QMwapVq5RB4dOmTVOCMVsDwImIqPXxek5ERHQKNvX45ZdflIHfsjTNWFkHMsrARsmAVVZW1q+T+cokyyUZMml/fP755+Pll19urcMkIiIneD0nIiI6BQMyGWfmbKxZ586dm3WZkW5aS5YsUZa2SAacz58/v9HAc+L54+/fqYF/v57h9Zz493T88XrE80d0UiaGJiIiIiIiomM48QoREREREdFJwoCMiIiIiIjoJGFARkREREREdJIwICMiIiIiIjpJGJARERERERGdJAzIXPDkk09i5MiR8PX1RXBwsEsnVppXPvLII4iJiYGPjw/OOeccHDhwAB1RYWEhrrvuOgQGBirnTyb/Li8vd7iNTCquUqkaLbfddhs6ApnyQaaEkCkghg8fXj9xuj2ffvqpMsG6vL5fv374/vvv0ZG5c/6WLVvW7PdMtqP2i9fzluH13D28nrcMr+fUUTAgc4HBYMDkyZMxc+ZMl0/ss88+ixdffBFLly7F+vXr4efnp0xyXV1djY5GgrFdu3Ypk8t+++23+P3333HLLbc43W7GjBnIysqqX+Sctncff/wx7r33XmWuu82bN2PAgAHK701ubq7N1//555+45pprlCB3y5YtuPTSS5Vl586d6IjcPX9CbhQ0/D1LSUk5ocdMJxav5y3D67nreD1vGV7PqUORecjINW+//bYlKCjI6evMZrMlOjra8txzz9U/V1xcbPHy8rJ8+OGHHep07969W+a5s2zcuLH+uR9++MGiUqksGRkZdrc766yzLLNnz7Z0NMOGDbPMmjWr/nFtba0lNjbWsnDhQpuvv/LKKy0TJkxo9Nzw4cMtt956q6Ujcvf8ufo3Te0Pr+fu4/XcPbyetwyv59SRMEPWCo4cOYLs7GylTNEqKChIKZ9at24dOhL590qZ4mmnnVb/nJwXtVqtZA4def/99xEeHo6+ffti3rx5qKysRHu/c79p06ZGvzdynuSxvd8beb7h64VkhDra75mn509I+WynTp2QkJCAiRMnKtlcIitez4/h9bx1r0e8nvN6Th2X9mQfQHskwZiIiopq9Lw8tq7rKOTfGxkZ2eg5rVaL0NBQh+fi2muvVT4kx8bGYvv27XjwwQexb98+fPHFF2iv8vPzUVtba/P3Zu/evTa3kXPI3zPPz1+PHj3w1ltvoX///igpKcHzzz+vjBeVoCw+Pv44/WTpVMbreeNzweu5a3g9bxlez6mj6bAZsrlz5zYbzN90sfchjlr//MkYM8n0SJMKGbPw7rvv4ssvv8ShQ4d4+um4GTFiBG644QYMHDgQZ511lhLwR0RE4NVXX+VZPoXwet62zx+v53Qi8HpOp7IOmyG77777MHXqVIevSU5O9mjf0dHRytecnByly6KVPJYPfh3p/Mm5aNpQwWQyKZ26rOfJFVLuKQ4ePIguXbqgPZLyTI1Go/yeNCSP7Z0red6d17dnnpy/pnQ6HQYNGqT8ntGpg9fzE3P+eD13Ha/nLcPrOXU0HTYgk7vgsrSGpKQk5X9cK1eurA/ASktLlTFT7nRqbA/nT+5YFRcXK7X0Q4YMUZ779ddfYTab64MsV2zdulX52jDAbW/0er1yjuT3RjolCjlP8viOO+6we35l/d13313/nHSzlOc7Gk/OX1NS8rhjxw5ceOGFrXy0dDzxen5izh+v567j9bxleD2nDudkdxU5FaSkpFi2bNliWbBggcXf31/5XpaysrL61/To0cPyxRdf1D9++umnLcHBwZavv/7asn37dsvEiRMtSUlJlqqqKktHc8EFF1gGDRpkWb9+vWXt2rWWbt26Wa655pr69enp6cr5k/Xi4MGDlscee8zy999/W44cOaKcw+TkZMuZZ55pae8++ugjpRvnsmXLlI5mt9xyi/J7lJ2drayfMmWKZe7cufWv/+OPPyxardby/PPPW/bs2WOZP3++RafTWXbs2GHpiNw9f/I3/dNPP1kOHTpk2bRpk+Xqq6+2eHt7W3bt2nUS/xXUmng9bxlez13H63nL8HpOHQkDMhfceOONSuv2psuqVauOnUhAaaPcsPX9v//9b0tUVJTyAXHcuHGWffv2WTqigoICJQCTYDYwMNAybdq0RsGsBF0Nz2dqaqoSfIWGhirnrmvXrpb777/fUlJSYukIXnrpJUtiYqJFr9crbX//+uuvRtMByO9jQ5988omle/fuyuv79Olj+e677ywdmTvn7+67765/rfytXnjhhZbNmzefpCOnE4HX85bh9dw9vJ63DK/n1FGo5D8nO0tHRERERETUEXXYLotEREREREQnGwMyIiIiIiKik4QBGRERERER0UnCgIyIiIiIiOgkYUBGRERERER0kjAgIyIiIiIiOkkYkBEREREREZ0kDMiIiIiIiIhOEgZkREREREREJwkDMiIiIiIiopOEARkRERERERFOjv8HpDDCyxC9/sUAAAAASUVORK5CYII=", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mu, lam = simkit.ympr_to_lame(YM, PR)\n", "psi = {}\n", "for name, ops in ((\"P1\", ops_p1), (\"P2\", ops_p2)):\n", " F = (ops[\"J\"] @ eq[name].reshape(-1, 1)).reshape(-1, 2, 2) # one F per block\n", " n_blocks = len(F)\n", " psi[name] = simkit.energies.elastic_energy_element_F(F, np.full((n_blocks, 1), mu),\n", " np.full((n_blocks, 1), lam), MATERIAL).ravel()\n", "N_quad = np.array([simkit.p2_shape_functions(Lq, 3)[0] for Lq in bary[0]]) # (n_quad, 6), same rule per element\n", "cub_eq = np.einsum(\"qi,tid->tqd\", N_quad, eq[\"P2\"][T2]).reshape(-1, 2) # deformed cubature points\n", "norm = LogNorm(vmin=1e-3, vmax=max(psi[\"P1\"].max(), psi[\"P2\"].max()))\n", "\n", "fig, axes = plt.subplots(1, 2, figsize=(11, 4.8))\n", "lims = utils.auto_limits([eq[\"P1\"], eq[\"P2\"]], pad=0.15)\n", "utils.plot_scalar_field(axes[0], eq[\"P1\"], T, np.maximum(psi[\"P1\"], norm.vmin), lims=lims, norm=norm,\n", " title=\"P1: one $\\\\psi$ per element\", colorbar=False)\n", "utils.plot_mesh(axes[1], p2_curved_outline(eq[\"P2\"], T2)[0], curved_polys, lims=lims,\n", " facecolor=\"0.93\", edgecolor=\"0.4\", title=\"P2: one $\\\\psi$ per cubature point\")\n", "m = axes[1].scatter(cub_eq[:, 0], cub_eq[:, 1], c=np.maximum(psi[\"P2\"], norm.vmin), s=55, norm=norm,\n", " edgecolors=\"k\", linewidths=0.4, zorder=6)\n", "fig.colorbar(m, ax=axes, shrink=0.8, label=r\"energy density $\\psi(F)$\")\n", "simkit.filesystem.save_figure(fig, os.path.join(RESULTS_DIR, \"energy_density.png\"),\n", " copy_to=os.path.join(MEDIA_DIR, \"012_energy_density.png\"))\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "1aca69f5", "metadata": {}, "source": [ "## Part C — Convergence: P1 is first order, P2 is second order\n", "\n", "The real payoff of quadratic elements is **accuracy per refinement**. With the *method of manufactured\n", "solutions* we pick the exact displacement $u^*(x,y) = (s, s)$, $s = \\sin(\\pi a)\\sin(\\pi b)$,\n", "$a = x + \\tfrac12$, $b = y + \\tfrac12$ on the unit square (zero on the boundary), and derive the body\n", "force $b = -\\operatorname{div}\\sigma(u^*) = -\\mu\\Delta u^* - (\\mu + \\lambda)\\nabla(\\nabla\\cdot u^*)$\n", "that makes it the solution of **linear elasticity** (a linear PDE, so the rates are textbook-clean).\n", "Below: the exact field $s$ and the body force component $b_x$ on the finest mesh." ] }, { "cell_type": "code", "execution_count": 15, "id": "69cbae2d", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:41.686399Z", "iopub.status.busy": "2026-09-24T03:44:41.686299Z", "iopub.status.idle": "2026-09-24T03:44:41.848863Z", "shell.execute_reply": "2026-09-24T03:44:41.848458Z" } }, "outputs": [ { "data": { "image/png": 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ee+yx+v3Sl760e9rTntbNZrP9emx7e6xCpQo61vX1dSU6eP/7339Aj7VJkyarS1rw0Y9+NMgAZDzmcV6IdWQs3FvSAojs+8wzz9TxScbTZWQj0oJljhPnLUn6e0Na8MxnPlN12z/8wz/01tlIV8n2ovOl/2uuuabYRkiM6vuwGX3zxS9+sfuTP/mTpT415fhmj63pliZ7KyP5Z98gU5MmTQ6UiNXt//2//6d/i6ftQBWr26wI5eo3fuM3puc///npV37lV5QEYhla8CZNmhweItTR4pEXz7BY/L/lW75FIw4klFoS/SWnBnTP4u2XqALx2ksBaPE6CF0z0z2LB1/+Fu8ye/eFNlrahqY6QgAgERDwQi+Th3jllVeqN0O829h2M8eJ85bw7DqEWtaVEHLxji+KrBBaaulLtt9MBIR4VsRDI5EZUrZCaLUlXEzC+OTafOhDH+pReB8ofbOZY2u6pcley15DpSZNmhxwEY/KRoXxtor8zM/8TPec5zynu+eee7oHPehB6oVs0qRJk9rTIV6Y7/qu71L65hNOOKF70YteNFh4VKIRxAsgxSif/OQnD46Bm/XuS7SC7FPonIc8D5vx8Cx7nBt5eJaNrFgmAqKWP/qjP9L9/u3f/q1uK+csRU9lX4tKLxwofbOZY2u6pcneSvPwNGmyIvLBD35QLYpi3RPL4OWXX562qkgu2ctf/vL0fd/3fWoZFHbAJk2aNNlKIl4gSZSX3NNf/dVfPdiHs6Vkq+qbplua7K00wNOkyQqIsM59/dd/vRJOCG2qhDpIcivXnNhKIsx9MpEQcgxRUBJ20aRJkyZbScQQIyFSEqYmBD1Ntr6+abqlyd5KAzxNmmxxueOOO7QGkFCoomaE5MZIbPNWsboNiSjKr/3ar01vf/vbD/ahNGnSpEnhvZC8nte85jXqvZD8lyaro2+abmmyN9IAT5MmTe5zkcRTKQIoCa9cebxJkyZNDrZIzTohRzjrrLPSW9/61g2LfTbZWtJ0S5O9lQZ4mjRpcp+LFLyVWhG/9Eu/1K5ukyZNmjRpuqXJQZXxgdjJG97wBqWdPOKIIzQBTigG9xSj+cIXvjCdcsopaceOHemRj3xko7Rt0mQFRIrfSt6OhItI8domTbaqNL3UpMnqSNMtTfZV1tJ+FuG2l2rGEvspYOeyyy5L5513nlYkFr78Wnbv3p2e8pSnaJskFJ522mnps5/9rPLPN2nSZGuLhIjcdtttB/swmjTZUJpeatJktaTpliZbPqRNQM7XfM3XaAEpkfl8ns4444z0gz/4g0pbW4sAo9e97nXp6quvTtu2bdtj//fee69+INK/FN56wAMekEaj0X18Nk2aNGmiRT00uVeY6MbjA+Iob7JCekmk6aYmTZocaGm66SABHvHWHHXUUeqpOf/882P5hRdeqGFrf/RHf9Tb5lu/9VvT/e9/f91O2h/4wAdq1eUf/dEfTZPJpLc+qhY3adKkyYGW6667Lp1++untwq+QHAi9JNJ0U5MmTQ6WNN10gEPabrnlFk1cPvnkk4vl8lssZUPy6U9/Ov3Zn/2ZFix897vfna655pr0ghe8IK2vr6dLLrmkt/7FF1+sIXMQCacRrni52ccee+x+OKsmTZoc7nL77berR+B+97vfwT6UJltQL4k03dSkSZMDLU03HcQcns2KhBZI/s6b3vQmtZydffbZ6frrr9dwgiHFIqQG8qlFwE4DPE2aNNmf0sJmDw/ZrF4SabqpSZMmB0uabjrAgEcKeolyuOmmm4rl8nvnzp2D2wgzm8RIc5iAVPm98cYbNRRh+/bt+/OQmzRp0qTJISxNLzVp0qTJ4Sf7NdtWwIlYwt773vcWljL5/YQnPGFwG6nwK+ECsh7kE5/4hAKhBnaaNGnSpEnTS02aNGnSZDOy3+mFJL/mzW9+c3rb296WPvaxj6XnP//5adeuXemiiy7S9gsuuEBjnSHSLixrL37xixXovOtd79J6HlKXp0mTJk2aNGl6qUmTJk2abKkcnqc//enp5ptvTq961as0LE241K+44opIGL322msLWldJBH7Pe96jldrPPPNMrcMj4EfYcJo0adKkSZOml5o0adKkyZaqw3MwGCqk0ruwtTXSgiZNmrRxpslWkKabmjRp0saZgyetYl6TJk2aHMLyvve9Lz3taU/TIqnC3POHf/iHe9zmyiuvTF/91V+tTGOPeMQj0lvf+tYDcqxNmjRp0qTJ/pAGeJo0adLkEBbJmXzsYx+b3vCGNyy1/mc+85n0bd/2benJT35y+uhHP5p++Id/OP3AD/yAhho3adKkSZMmqyhbrg5PkyZNmjS57+SpT32qfpaVyy+/PD30oQ9NP//zPx9lAd7//venX/iFX0jnnXdeuzVNmjRp0mTlpAGeJk2aNDmIcs8992iNsc2IpF7WheUWFbrcrFx11VXp3HPPLZYJ0BFPT5MmTZo0OTzknk3qJikdc8QRR6StKg3wNGnSpMlBVCgPffAx6cYvzDa13THHHJPuvPPOYtkll1ySLr300n0+JmHTBIsmRH5L0v3dd9+djjzyyH3eR5MmTZo02dq66dQjj0lfSsvrpp07d2pI9FYFPQ3wNGnSpMlBErGeCdj5zEcenI6933IplbffMU8PPfuz6brrriuYKO8L706TJk2aNGmye/duBTtvO+Jh6agl0v3vSvN04Y2f1u0a4GnSpEmTJoNy9DH2WUZmXkhAwM7+oN4XK91NN91ULJPfsq/m3WnSpEmTw0eOXpuko0eTPa436jYXpXAwpHl4mjRp0uQgyzx1+ll23f0pT3jCE9K73/3uYtmf/Mmf6PImTZo0aXL4yGjbOI1Ge/bwjFagpGejpW7SpEmTgyzzTf63GZFcH6GXlo+IxFjL39dee63+vvjii9MFF1wQ6z/vec9Ln/70p9PLXvaydPXVV6df/uVfTr/927+dXvKSl9zHZ92kSZMmTbayjCejNF5b4jMpSXS2ojQPT5MmTZocZJl1nX6WXXcz8uEPf1hr6kBe+tKX6veFF16oBUVvuOGGAD8iQkn9rne9SwHOL/7iL6bTTz89/cqv/EqjpG7SpEmTw0xG20ZpNN4zmBnNG+Bp0qRJkyYHMaTtSU96ktJYLxIBPUPb/O3f/u2m9tOkSZMmTQ4tGYv3ZgnAM26Ap0mTJk2aLANiZlskh6dJkyZNmjQRaR6eJk2aNGlySJIWNGnSpEmTJpHDs0R+znjWQtqaNGnSpMlBzOFp0qRJkyZN9kZGk5F+9rheaoCnSZMmTZrsQYR3bVnutc1xtDVp0qRJkyb72cPTAM+hJx/5079Lf/abf5nud0K/SuD67mn63CdvSA99zBmD23726uvTaY84Ja2t9dnAb/n8F9NoNEoPOOWEXttsOkvXffzz6SEL+r326uvTqY/YmdbW+sWh/vWGLyUxCJ946nC/13788wuP99qrP59OffjJaW3bUL+3pvlslh54+gM23a+cy86HnpS2be+TBH7pC7fpdTxpqN/ZXM914fF6v9sH+v3iTbel9XvX08kPOrHXNpd+5fo++vTh4/3EDemkB52YdhyxrX+8t9ye7t11b9r54Aduvt9P3qDX74gjt/fabvvXO9Jdt9+dTnnoSYP9fvZqub7D/X7ukzemE08/IR1x5I5+v1+8M+26bVc69aEn9/ude78Ljvf6T92Y7r/zhHTk0f1+7/jSrnT7F+9Ipz1852C/135Mnt8F/V5zYzph5/HpqGOO6LXdeeuudNstd6TTHtHvt5t36bNXfy49+NFnDA61Rx17VPqeH/sPadv2/n3bajLbRA7Psus1Obxk+rG/St1dd8gMpdc2v3uXFgYcHdUvVNvN56m780tpfByNYaP8RnV3fjGlo45Lo8la2TZKaX7P3Wk0n6XR0dyvtWuQ5p23pfGxD8iLdVtrn999exodcb+UJnK86NPa5+v3yIGl0RHHVPscqT6b37MrjeVcfHkX/Y7S7N67U9pxRBrpdRjZNtjnbJrmXZfG24/0XUqbHKt9r+/endZ2SJv1ZW+abX/v+jRN1tbSyIswok/5ns66NJ2ntH1tjbbxaz9P6a57u3TkDmuL9i7pZ9e9KW1bG6XJ2PYDB6587V5P6Z71lI7aMcrbRL9duvWuUTr2SNrG2+X71l0pHbktJZkWYBna77m3S7vuSen4Y2yZLLR1Ov184daUTrxf3les03Xp5lvn6egjUtqxTY63k9tk63Vduuveebp91zw98DjZqbbGtvNunj5/8yydcn9cv9wmf990y3o65shxOlLPtSuO6a675+lLt62nUx7oY7n27b3Mu3Tt9fem00/ZbvfUL4Z9demGm+5N9ztqnI4+Sp5f3873effd03TzLbvTGacdkU825eP97HV3pwedfmRCzj62FbnhprvT0UevpWOP8feCPO933zNLX7jl3vTg049KQ/LwhxyTvvXcvk7bijIaL8nS1m19D8+o24i+ZwXl9ttvT8cdd1y67bbb9ksV8pd8wyvTP/7l1YtXIEVxn8re9utjx33e7/4SPZ798UjuQ79yTAtfkz30u6drf8BfP9KY93nX3Zbr83989OfSw858cNqq4wz6+ft/Pind737LlUW74455OvPRX9hvY1yT1dRN9/zOz9nsetF71Bvrq98ADQ4Eiu+6LdbfYDu0jce0Tv7o/EjAA8AF2ryPToodFuvndm2TfvE32v13N5rE+tpO/Ue7L1PgMhqr57Qby3ZjBzOynoMQAWFpnObYrvrMFYzIduPUddSmw+0ozeZoEw+tLM/tM51c23Z6DNLmf8/l2z+6rYKO/Pds7usCzMQ60maPAy/Db2vr8nZzAx8CBrV9Zt8CZrBMgY2E3s463dbAkS2z396n/O2/AaDwezab0f7Q5n3IPnk5fwSUV/u0qWvuN/FyX0/+EeBSL8PfeX19SaIdYEmMi+VrRPoojqF6z5aQ+x+/Lf2vX//atD/kvtZN//esf5OOVqPExrJrNkvf/NG/3dJ6qdXh2aSccPLxC4GCPPx7hA8bAAzx8Gy43aKXaU/bbXg8G0zKl+l30TGN9wQSNuhXmueL+h0vVurShlF/sF85pg22ne1Dvxsd08K20cb9qgl1g20XXaPRnvrdw8C8p0F7Ub8bbLdHu8rePNsbbbdi0kLamuyzCHiQ8W3wlfH3s3ifePLGf8DC7mMxFvHfhUi/MkZiHdmucEVYu27nK3Uj1XfdaBaASCzEpkHtIx6pzkEN1s+AyLwH2q92i/5kO1neqYdH+jM/hATceP/arqZrW+ZeI+lJJ9UKlgSg4BoY+FEYNBK/VR/0WD8yuZbtK9Aj/YzRZudi+8wepNForqBHroGQkigYxGH6HgQo4Wz0bzlH8fjqLbe+5nybRPWMvN1BD1SrqqyRADEHKgq+OrsHvp62yenPBVCZZ8SGW6MpNlAEcODbQx2qqpU2B33+W4GlbKe/bRs9H1x/eYwEuwSA83X03gqYMsQ2onY528nE+rXHz7aBO2usYNLAlN+N0FfRjyI/f249G0Wvw9i2jbco5kvSD9aj94jfr0NEN41bSFuTYYsZiQy8G7Rtajna9nI7VQQLXr76hR7ud3iCO9KBfXhiPZosbjPLHPnf637lmNSn3J/sjyYT63cICIzHdq4wYw31C3NX3e/aJHVrairah343ON4hMCWu4o36HW3U7+K2uOfa71AzKYRNtKHvRftU2aDfDRXABu2HmBN6UGTCMVsyBlrWbdJk8Tu46Nq4kWRIX+D94+8eIEL7gKFMZqkKemgd7FPXl5knQFEGLjpR94mw6cwMeHRrnXRnDxEAkf4nE+exgRB4cQAmdGIrE1z39Og6Dl5GAn7ktwMinWUreIDXpUtzCYcDIIqwNwv/k3XF05OPMx+TAjGAHtpWgISCpW5iQyhAgF8lOfpZmhegBiBGL5dhuPDI4G/Dip0DF+swhmCd7Mt+Ta0p2BmX4Ef2ISQoNqw7uJDtXIcoqJFtRJWMsZ2BBmsvHxv7289VrkWAHgM2HrCo4el60qJKxFmn4M8OWrYT8GKABJ4Y6DUL6QZQVP+Z7lvux1wBkWIWfub9LszH0pe38zr+rAfgA1hXEGZ6VJ9R78/PXs8xnvXC8+Nf+ytY5QDLaLRkSFurw3N4ib3oQ2ECvRUXdbCwHf0udsbAg9GfOGfwNQw+wvBWt0PRYPTs9YttBya5E0phW3BMiwCPAoGF/U5yWz3xhqVQ/q5BhIdWLNwW/Yrr9r7sd4x+h9ro3vRAD7UNHu8G+8S2orS1bVG/C4CWHs8GHiIBeEMgzNs3BCiLPFboewgs+Xe3tx6rFRC53IscdkPrNmnSl95MrmrD/G8A9OD96TbYnj09vAo2kfFkPASIdKqdZ+gFULIJu0ymbQbcP6XRCJ4e6BSfOstYpYBIvDlyfBQ6B4AhgMg9MhlM+QHKpFvGe3il/FjF0JTI02OTYFxdgUuWb1eEt1l8nnliHPRICFzACkQGCqwRT87Iw9QcJGGdWTeO8Dbkm6h/SQGJ7FdC73zSjVPpCLhQeBsm4rpfBT3i/XLQ4rdTVdC8Bj14RgBq3MMCT1Gpvhz0ZG+OqYiRAhNhKoaawSHJ9bXtak+PXd+Jgk8BL3weDkDcoyfXIs8fTG9om/wpYKkw3jF4cc+Tg694pOV4JfRNvUAZcGo/44lCUQFL6Jcjw2190qWhsOAhXe0BezQxL88e11uB02whbfeBBMgZmtj3V166rViDl220LcKvaHkcX0xGyUULb0t29g5ua3io7jcrqNorIB6IaKu3dc9GLGbg4x4TnKz1Oy88JsU+eQLtnhiTSek54X5j226Dfmf70C8dLyUQ9zw9dB1E8fb6JYttr1++vj3QM9Av3/PoF1446jeeI7j5h5/pjTw2GlJStcUvuc4beZDshIb3Obhqvl6rrFhmm/DwLLtek8NdFnlpEwU/FQt9swqRRF4OG8Yo3I27gLem2LWvj3EeOoo9PZLbIaCFvDnWp4OX+cxzfmj8KcLbQjla8rS3jcML5Dk97JWRMdY9GOaR8WAm91KYp8fyfdzFYMvTKGkwgE5zM+jJwWcGevTMIwrC29z7IcBGg+QUeUDHOjB0L65O0DNuseTxbp6mnuPD11hToeY5vC1C24A/9XS7AvSEYwJhax55CPACh14JTnBP+BaW4W32MWio+wSxgZIy2DoCQiWMTzw96Fe/AeAEFBW5Qk5ioMDMwKp6Xnx9bCv9Cjix0Lf6oRdgLIARCUkM1j30DZ4eD1G0V6EzfetgybozcBkb61yoyukJBLDaumm0LC31CpAWNMCzL+JvPF5CWAuWAjZLAB9zzVf97WEbtngHOIo2VQHZWidC4MIjUqktb9vz1lQhdqYoaCI7GegXg0UksVJYdx7p8jHhdBicEDDpeTioX21XL7eDiD32O676nWRwspl+e8dUHe+EwBRdX2v3fRaTAW/rqn57x1uBnuJ4PY8ozFncr1tGYyCnthworb9tUlFNjBYN5DUArtrq5M/iuOt+DxFQs5E0wNPkPheab/Wxjy/cMLxtaDuAF8IO0YQQH8/LGXxV3dNDxjJsN5IJrIa+Oa1YmOBtRjsaTWM8LXJ91FtjIWoaBuwgKYxG4QUqw9DMcyPbrqekDHSVB2g0SmM/Jg5R82yTNJHwqHEGPQA8AhYU2BAg0nkCAJF7nxQI0PHYdg5MwtPjnhOKNFRgA50b6VLi4fB+1RNjnh6oXb0c6gCR9uyhQHicepDc6SWeJwsnc6edR1xo2BwBVxum7QA4vA3L9ZrrMQmwgWfFvCwSWsfemrB7hnfKPGlysuEhIvWmOTvu9bJQNG9Av+7pQfhgdi+5E1JIJKgh5m4ysfcQNgPO9FooWIJRkgzEnjem8zVVs/CW9l+3VZSRGHxpjrPRepuV973vfel1r3td+shHPpJuuOGG9Ad/8Afp/PPPj/ZnPvOZ6W1ve1uxzXnnnZeuuOKKtDfSAM8mRSiXQ0hZxGRwUbgaW8/39F3/PbRtETFQenEGduzf8U/eOgBPtZ2ZlPrHxMBkaF+w4hHgiT9ksi/tFYDI1j/0W2/rxysDFE30i31quMTQMSGsy0c63mccr4c21KJmvPkm+62Paeh4fdveNezKkDry8MT9Ek2xqF8N66i2jcP1fmHuQ8ehKAhoFceaNVHvLAGE/FwKUAzQvijHiEHNkIeUwM2gnhjadoXD28DEtOy6TZr0ZNFjv1ROz8BKHKLTDYGhwsRXGiQwNg4eD2bZOeQLB6qjiG5K+T4xZsmMfJqJDBi8RHibxN8gFJtBkXkLGPTAG6PGytl66kZrBRMcAJGRBDiYIqIBm+DauUh4W873ob499A0eHjDDoW3mOT3FnFxvyVxBjYavef4RiA4EZMmxTdU1hUvqAMO5IRDehksN9rcAVBJGRiADj4E7T7LnJIZWz+mRMyBggv6zJyh7eOxaCehwTw+8QH6O8/Dk2LnqtII8RJZ7JcDG7517h0J16MnOjeQAz6h8FKQJXLKwOGhKduiUC8usKXm+lDiCgRQ2k7wv9Sz5OxDPsz/76oWr3w0HSPHOCC346lRTGy1LS73EOrXs2rUrPfaxj03Petaz0nd8x3cMrvMt3/It6dd+7dfi944d/bIYy0oDPJuUz139+Q3bB708/reN2wu8O7xsYLkZG8rtFnqT6kkrJqM94NMttS1tFJvZeLOBQuMJeQW0bCCrt7UBw/qtJvMxj3V39gKgFdd36JAkmXGBBSL6HZLJPvZbPhHkQkcccd2vgR7ttwA8/ocaF9l029vp4hnOUH5SbLOAiY6PdwhIyDnWLHbsZfQQtmJLBicb5fTU6w4Cso29P0pXugLSPDxN9v0hmi5uG3p3RDYw0MV2xbbw8AD0kN4YehcxXkc+A31HvyVdtYEhB0zRnkGPhHUxnbXqVt9Wx9sORAUOLny9sUyOJU9DwQv3jb9lLF/TSSsABkCPJeHbPo1HLRMaGHARTxAdU3h5LF5LwFQB0sSD4eeKnB2mwAZIm8mEX/Wthdyp1tDjkh+zNFcWAuTAeP4NvEBq3/KJtusjgB5pyRTYDEBsXfPysL2Lc3oI0KDP2FZC46hNc3+gXwWAIKzNw/w69gLl5UFWoF4iz+nRe88hbrat5te4Fy9fB8wzZJ8gsLDJS/ShXiD34BHYkvXGSriQQ+ZizoMTRZQ4onygjcHEF+8Kv0t5/qQ5SIcaS1s3CjprFgEoi0DKU5/6VP1sJLLtzp33Tc2iBng2KQ96zOla/HJDL80iT438PeRRKQZmEvqt4ILBB3lONtx2iGGD599IuB/YZ1YiAxJ1DxbIBvtUhbLA+mcGl+F96gAlx7tgsMhxvENtsOEs2Kf2S5PvbpP9dov6lTjx4X71Z2+SnicKRV4UvDzZrVceb91D7ZEJb4mFi6iHBWuzB0kE15eX+zYb1h0ojrf8NusclpFCQHw8W8mq79jvAPAZPKZUhj6sgkgysnyWW7dJkwGRsKzp7vy7dtzsreezeMcrr/3ScTq0YUz8fFBVg0npsdFsdwZBAbKQW1Kyt5nBBnk5auK33EuP5QqvioZPGWACIML2BiIEzKy5FzrX8JFxRskTQFlNrG9yXBMBUwqEasrqsTreNa9ESQ4QGmffon3nMinX7SyHJDO1WViX0Eej/o787ZjAI/3mRZ0eWQ76a5m023LfPjtAkuA6aYNHRoMGIgBDPCqW0yN4ykLKnJpaQ8YyMYL273V05HqhCoOBFwM7ciyyLVhHLbyNvDkaRGE5Pajnk2v3wHNl9w7sbfIZg2pa+uc6PaNy3+oF8p2F18lgV+rWjM5arkr4eDyHx04G4W6V4dJYJLLjswY+8eoQyiE56sg917VZVQ/PGWeUheEvueSSdOmll+71/q+88sp00kknpRNOOCF94zd+Y/rJn/zJ9IAH9AvTLyMN8GxSGFjUIIMf9qKtAEPkcQngQjUGFgEXyrWp23QgWWKfZb/+LfTG/bMs9jkYQbPI04JrIRPNetINfafu5gUBD97vMCOXH6+OtAPb+gu3kM0LVM1Dov0uqG0T4VkL2saLKaAlJnguSX/OHGMdlf3KwEkw0//N9X0yOGGPhhzvBjV+6uOtwsXUg8Rudw5fUQ1dgZNoNiUTCyOWgDw2C8LLdH8a/kanqsZOp7peBHoQ37/Agmxzp9WxmA2JTShGS6/bpElPGBhs/gEsPf69dnhcSkv1Up5YAipgJMtt3ndNZID1qQ5P7VFST4uGIrvHgzxJCmw80gBWezbgKUGCeHq4bx93R5LTM7bwNvMYjSugNanyeny8FpIDtKO4qN8O3ZO2Z2AD0GPqGfk+ZoAMBwJFAWQiA6vJY9oZ4XEofmrnordG6Z6tsGnN3mbXxG6ghLcB7AD4jB1zasqV3yeljnYjmPw9ncnR5hRQ9BHhb8HuBtIGePqd1AHgxkGGnov0BbBU1fKx52JuKbBAb36Mkwh94wO2CyHkEAIqlTmdHjv8rYxy2KZ+uAtgA6Tp22obvF/DDLnIr7I5HkW67cmzuoVkNFoyh8dTEa677rqi8Oi+hKBJOJuEuj30oQ9Nn/rUp9KP/diPqUfoqquuSpMliqHW0gDPPsjCSTvaBsPETCn1CAnqD63esYenUCYAJmCP6YMwndzqw+qJofWBRrwznU0eCXxffQWqygP9Dl0HgKX4hwEPkjjN7DQa6hcu6+qaRg7PQHxtxF8PbevARLVAxdXf67cCNjheaIRev/KZLOrXwdKkK0EPLoj2O0zzjH4zOBkAS4tAj4KImuu4K/udcb8EePSbijWwe0vjsVGXgGg345lBrlA+3niyMLFgggTcJ7DJIbepuAHdQmCTHV4LQmpWRFpIW5P7TAaG7OLnQAhvjOKYeBZttbeWjBWxACqmb+iI31GHZwAs1e0YSLE8PDF8xAJOJKdHJj4EloKwwMOGdSZeepCUAYxZ4RzQ5fIOMoteixo9QWsN1wr2CRIg71eIDLTeS4Ae+BMMrGQiA2cLw3bcpvlLXJzUwrosvC0bC2N6rodkwCzC07AOkxzA0xKMzl68VPNrcr+qTfxSjRz4YEi325rnCebJMUCFdvPm2ArSDuAFYMjzfVVdmJ7gOni+TxjT7GC1D518y3XyWjz68dui6l2uUWzjF2IskenO3iY6r56tONGB6J8MfGCSBqND+dyhKK3OyyKnJ+iZ8rPr12HV9NG+eHgE7DDg2Rd5xjOeEX9/1Vd9VTrzzDPTwx/+cPX6fNM3fdOm+2uAZx+FgUvU4YE3YQD05PbaC7NgO9hwkI3ISsFbo55LDxARgIAeqp/bIBcYYNWBogkNR6LLc/Xs3uu8kUWgCM8rtzUAkcEHh6EVwMQnvwXAYLDooU6jHuBxbw55VcwaVvVLQCEAD/ol0MNUqTZpz8fEgGch6AmrrAGUIY9YpqyOQ6BbbPQ6vTA/PV8UeMFoXQHwouhpLnIXelyOB8nHDLQ0TJL6ZTYbNWcS6EG8uW5r8fXGvFMBLJ17UEFaEv5lj9uwJXrDgqlbXISVST7LrbvfD6fJKkpgAkwUF6+6MJTW/x7c1I0bHJFa9xFhXkMGQYll0jCzoffXmNYykUG9HHqBjXJgKTOGtuwJItAT4bBePBrjrYR8KbMbhbcxINIJ/JQ8SBLGZvtUaOKscOHpcUCloWTIJ4k6Pe7FcI+OASiZ2qOmju/Tp+IyYddk/cjrcaAg4WDqCSo9S5kgwfJcdEpPwQp66WRb0RNOWc2+DJ3Qag4NavDk+zsaAD1xZ9iTE0QF7EGydYLIwLtWDILbMAPTWga0GQzl+j/wPpnHxoENwtvQ87zTcDy9glH7B3lGVqdHz98Nk8W56oVSX1AGdnyu6gVyiBonl7crQA893wSP3NAAcJcOvRye+f4/q4c97GHpxBNPTNdcc00DPAdc/O0fTsIn738P2NBEdwD0GAd85a3hSbe6aplwAMDEJ7msaTDRZ0VY9LuApQ1t/GLryVb9otv60hRtZZ5LAIiqX1u1Yj2rczSqnIwoLFZfo3rb2nPmoGfDftkTUffLE/aiX9Svwe/KkkqgpwBLXR9MFdfHB1Wm9s9tfZCWQ0IGvEBshZXzDlqeyvqqBQE9HC+eJ5jUkLxZjd6oaOf0noX3J0yTXum8YHLyRgX0oK7tA3i+Bz1ZZF1eAbGJynKAJ0eON2mygRTmZl4+YHEuXUDZddBvLN/5oX0semd1vJB8igV5oT5pLdhBYWxTEz4fE4/HMuy4p4fAToAXByBWIJoMTD6Tt/o/ViA6DG4+M7V8IAlvQzQehcDpsco+iXwhwBE8SJ4z6TpdE/yd9kDC27QWD4Eeg3RCWe1eBweR8GTIlgo+gvWNPT1OpQxPD7XpEYyFXIG8MXIMYFnz9UFZHcY1TC88dzCc/hhmA9RkogIjI7DhfyL6jsPb3Ahp/YBMKdf3AdAoPD0+p0HIHD+aGt5mTjirp+RkEZoXpduSu0u+hcRPwRKHkZMgCckvADxSdh0c2LiaY2urUlYT6CmiEnwOWNTZWyEZ7UeWts3K5z73ufSv//qv6ZRTTtmr7ZuHZ1+kdmFu0N7P0anAT+UdyoMvgxrarvCkV33rg1fFQ/PkmnUFAx6aaRf7Z/DEAKICNcWVqHKOomudhPN55QYbKwdontlyv4CW2ga8gbwibDvUr4e32QR9Qb+R+DjQL0b/ui3q9Ax7urQQ3tC2NeipQFYOb6uAEq6fepdQhI/b5VjJ5FcDA5+IFLH2fDyiSBngoU89PwcnfA5Yhz09btkMbYHiblxcge8L+t1g4lSHsCGsszi3FZEW0tZk3yVbybPszXuA2f2CbfX9ppnvskKTwR5ZTjFRZJZPnJMnoxQGOjLkqWUdoMc1WBSfyedjJAQMXMSgA9ADQASPCrxFVKeHPFhGauCenoAqbqzUYqme0wPPjo/bVocnU1YzwUGwsDlltS7zkLqo8QP2Nr828BJFuJiAoljGYW/2CfY2wgG6nYKTipa6yMvxOj0EeDIldQY9YFjTSydeJb/R0m6sag5eYu6iPGuqo2BL4whEATXs4fEbpKAoaKnDfWRnJbTUxgqX14+5iOf2qKcHjxjbA8cTywXyhfDShEFOQU/tv3S20hr04Bku9JPVSloVGe3HOjx33nmnemsgn/nMZ9JHP/rRdP/7318/r371q9N3fud3Kkub5PC87GUvS494xCO0Fs/eSAM8m5TrP3FD8bt47Hugxgc4DJAFgOgDnnr7AiQV4KcGNuThib7rYxoGPDmkrewbVqG8LfUL6sW6P682rNvDZ52W3Nb32m1U10bNPENKnRIHN/IGDPWLopwLtg0P0qJ+Uf9noN9MLT3cby+0IwbziiOU9xfhePV2XenpqQFPhLcNEQr4RAKEAnwcroEySKN8L22f9PN9uG94gfCm8PV0i2R4egCI9KOocRi4IK4/QuoqBUN/SyXvQy+kbbXAXJMDJEMU7IPeHDZQVO9rbtjz/nhCV2+3yMtDx7ooMqIwUtXARt/9EniEgtLJ9tT0UMRM5XA22xZjBUCS59NqiJq7xGWsqwuYdutpDg+SMroBmFAonlakRhFKY4gDnXXmBQPdtYErC1NDSF0OUYu8nZr1DbV41AsE0gMBPxg6neZZWNaCytrD5JSa2zxBysIGGmsq9imgR6f3VMeH1ZE7xcrlUQKPPT3ZJobJvvar+pJvca7TIygAy/NQDk/PvPDw5MKm4zTV+DU8elnHCPObgSlrNy9LDm9T714dheDXUACT1Qen92BUenPicedHGHqpeP5xTfPrePc9q8O1OdqPHp4Pf/jD6clPfnL8fulLX6rfF154YXrjG9+Y/v7v/14Lj956663p1FNPTd/8zd+cXvOa1+w1EUIDPJuUE3Yen9LffzYvqAbseP4HgIoN8NTG6ymNZrVsqJ8By5buE6FT9XYBPsgbFO1VWFUF1HSIHApbQ7wzP+AEsGzszJadsm9xNzuYY/HzUZvL4LwvW++H9agf78K2EgeyBFXzom0XxtxmNrlF/SJUgBYW246G5hfdQL/sdUGuUAFOym3L7UAVZLHn+Xgq8OIeGW0vlIc/RwgDiGRSeINc6xVW2soDOcTeVjx3mQEnDpyVR3HZKyY39Beb5rZVoaVG7P2y6zZp0pONAIbIIuDDM8zcuNwFZiNDPhD7t27T15z/LvVC/mJ95ZENofc8gRw5PcUYgvFDxgw2ApJBS3iWi22zLhWQoBEPxbY592ckM2AZI52dzQyS5kmwsUtowAQo+TYaayVwZJbmYiUv2NvMI2R+LinnKX2i3cCWASSr75PprM1DItsKFbaAGlQFKouTmqEJniO7o9kLNNMCmZ7vAy+P26a2Tbo0VYq27CEyGJBTfUF1rfWqES2m9k6nr/aFasPxddYmmfktAJMT9On1olA4EQz/1j42MOVU2fDkyP8TpZZ2b07BAijAxuYppkaIrAPqRX5L+aratihXSvSlGgmrV0Jvu+nS2sup3ShrK5Hz8Er+zB991KFLS70ZedKTnrQhw+p73vOedF9KAzyblKOOPTIGw16YmiZz2yDX887gRYC1qfa8BOCpPTIOaoowsD4Yyu5hbYhv265SOgHAcEyVsoptKRwP2/q3DhRQFNzm/cp+e49xADDyINFu45gWKG4dchGnO9Su/VKSPLfBCDgAXrrIvSnCcsvzkc2HanbiuGvCAVjcoG8XvNMW4UWDIX/X/fp6mCcU4AXAg8fV2UC/wiAkf6NfGmy68CC596nw9IAww816xf6oICq8T/X2roB7JjwoIYQCECCEVgpK6p5nKoMfWBJXVeabqMPTcniaDIqEXUnx0QEPDoxweXJRzdLwHg/JBu9Vrq1VW7RzKFS842EcyWGzmlsTlpverDNARMROeT6Lhpv5RDk8OdCdFq/k4KTUw9osIVDE0KZ9+f6NAIFJDuDakN8ppalQYa8ZiRC8DO550TdTwtvUFVGGok1kDNOxl7w9DnxQTye353oxWqdHa/isEY113n6iXiDTx7ZN/rZtDZggrwj2K6OrtqKnRilteUWwWykt9XyeZlSYNIqUOhDRDznOtB9xnMxGaeYGOQueyN4NoYDWsDinpNZcTic8UKIGbwNAQU0ga7ecHvOg2XYSMii/tV8BRMK+R8VJLTLByxp4AVLdn6eKynXRfCqEoCPHyT1BUdjUdRaugz6FyNfFSxQFTP0Ca0hdnnD4VgZB9yL862DJaAvl8OyrNMCzDzIwRJuEJ7wOB7MHJ1uHFoS0MeiJv9nSVX3Lg8beId8se4/AE1KHunm9nCLANX8jn8Ze/Pr8sE+uFOBtGpGUw9uGAE9h1adtlejDY2xxGny9NRke1Z2ry66WH1emOt5wm/abnRF1vxpBZR7wAbprAksV6IlYYy+g1jtevcYL+sUJorA4NXCbABe3mZZtbmUy4MKd4v51yhhU9gvwDYpt9pJQv8rQRpzSDEQQwpar39GEw0EavC+8HTO71ZMkAJvqnkabgr8B4oV62xUFPS2krcl9IrVRgL2g8SrT4BrrYSAcsvhUBoZFbb0Q3axXkEze79v/QXh24fUJi1DfeIhQWxgZyaofoqFmNegBsDFwUniJ/EIIUYF6eqg4qdXfscFewtsE9CgIQkgcFL2Otx7m63k9+IgOKNnbcphbeEaY0tq9Mhoal9YD9Bi9NMZy99horRkjK8h5MBkeGeU16v9QxEM3T6O5hcTZZTbgA2+OsbuVtYFEBIhInpCqAipBp9vpJTcAouDIdSNC2eQyzrydKlDYucQtNh0PDw9HOE6nxCLqlNG6iQQo6H2vyvQp0JJz9KUVaamAJV1c6Jf853hiHqT8dPkz5BEwxt7mpEwcduEg2fJU8eyRlXSlAM94qfW2ujTAs48SQzoDGB+IMtNaBjJGMQ2PTLXdgMeIQUvfg0PAJLYjt22vrQRE8MSExY0H/mKfqJScBtsxiOLQAkCEsi1fhMzSRgnyaAPgwaBXqLIg28+6sd7WD1KsV4va4EkYDdbL8YGU9TgDTbEm8ZydAa0O7BWNNoE8ARC9Oj2+7Uzz9DPw4DaL+c7AJrf5tSpCzcgFpIMxEQ6QMUqtk2NJ+MzgxJ4VGGHdelloULpWI1GUFejR4zFUmfOXqnwijZ2uXWXdAOipLhQ/wwsmYkHYsIJioSnNw9NkXwS6xn+y95ZXwftMjfmn6xDqtXinNgjhLXJvdALNW7qOWKATgnq6t8MFgAd6NerUOLgI/etf82nf01PTWUctnsy2lj09DHqgs4zIoAY94S3yfjUvhUkS9LdbvkCjHfdMin+aoUkNdzEWOMGBgp6p5vRInxrC5tcFEGYGUOPHg3A13bWjEgFFCHNAOtNI49K8aCmMkKin43lISmmtHqHs7dEcTGCILhcvBbjRIxaqaOfM0d24rcyznYIgwYCNh8L5/VPvCD1WBpr9cZnl6InwMrFakXZg+IgKcW8ZqqlG/R+5DgZOJFfIajcRW93cQU8UNfXnGUVIib2Nn225blbUFOx18PKslpYajZejpRbyj60uDfDcB1IO3+XAGnklFaAZDXl2NgI8Q8DId1eDE55oF8AEM2beliir9UUMylAKo/N9FDpynLdFlWnQjdoggwmwv+xERTqvWdoYfFTHxKCn6BcXngERA5MqR6ZuMy8ROS+4X3g4FmyrYIpK0PSQlW9r8/TcqINuXaeH0JHEVQP0FG0KwvIxFfMFdc9P1CqJ28vX1c6F6vQUHht3PbGnBzrPdXU387oCGPwhGqsOMFV7iQY8PUNEEWFR5mtvoIclwv6lajpXwKutyQx6VszTI6Ej8ll23SZNesLGl0W5OcX4sOAdccri/LvuA96O4bbF23EIWz4MerCzp6c+5tB/uYh2AXqcaKB0R/s6EubHnh5tAkAxxrgAJthGx2rJn9HZrjNKkv4OT5CBnrAgoqyEbiscyCgpGgOyj1HIzfE2D2/TkXhmBAloN1CHXoSBTWiyQUiQFZCujTo9RM2NnB711ghogScoLq2FfWlIrQMcwFqbE9hfpafH9yz9uoFRqbIpyhlzHHBpWIFQN5zFpbTwN3tcEPrmxAu+DoZ8qIWJTr6lbpBFKkj9F8UlUXIQdYUyYIEXUaCiiLHC+RVwhaxhZrofM+HWD2l4iVx1mT0vYvUoegE6fJS3E48iW2lr490WltEhFNJ2QAIJ3/CGN6SHPOQh6YgjjkjnnHNO+tCHPrTUdr/1W7+lD/7555+ftqoUtzg8MNRWABs26pQgpfeJGjj9jyYmsndG83/8oww14/5yhL1JwrtMgiVXY8wfWWZtc2mThL1x9VmTdfxDy3VSvSZ9pDRHO396bSl/ZIxZkzb5Te2yXFzUEzmeUZrpN20nnzWsY9vauil/1my7RW368f3N6882tA0cs2y3beA89VxHqYttqT+cT69f2k6Od6hfXHvZ73i4fb5tkttwb2jb+Zo9A717J/dakj71Nz0Pup61aXjieOAjz4u0aY5Z+SypVVX6Xvh8T/bq2c/PeTW4ElnGoDdoi4tMNjbzabLvcujpJX7uHRz03pNqE8xOi6AkGC/oeyD3zr4oX8KNDTrZr5fjo3kUMmO0T1d/hL1t4baSh2EcxPa3fXSiKdvJDDeSS+gjxyqgZ6hNPNG6nW07Kj4ymZ7FtmUbtl3vteXfU/0Ib/JIP7LM/h7Pp/rR9Tp8Zmncma93Iu347cvke5Lmaa1bz23hG9agtjQRH9BolsYjyQbytpH3OZqnNWmTdWUZPpI5NO7S2nieJmNZ1vlnrl4X7UvaJ/Lb7FVQCbY8pTX/W6cDrCLGRlag6wv+E9BBHwEv8imXj71t7G3Yzr7lkZa2tbV6O2GhEwpl60PWUeA0Lj/irRGPRb1c29a8bTT8kX7zbwNsWTWV+dm5lKyFhBkgh5dn9WipR0t80uHu4XnnO9+pVHOXX365KpXLLrtMObQ//vGPp5NOOmnhdv/yL/+SfuRHfiQ98YlPTFtJbrv59t6y0CGqBHKuTcT2hlen9uLUXpvSy12sQ96WCIkDTeWgBwhGp8pLU1sXiNRADRbeFl4P7stPNozy4YmBFZ68GcEa57/DW1MdQ+WwibAqXs5KepCyutq2Es3drz0xfMtQ1K5uc2bkRduacWiIwg3hbcQax+kwGt4G61DZn3qQPPyt8OLAggL2F06RgmNGwAZyesIlloG3gJro1yc6agn0JMsoMOrHYdSksMyxl4jZ2NjTk8/fwgI8vE2UOc4vPl6UT8PbBtgg2GLGBd4Y1NRXfaAOz2y6GrTUljy8ZEjbinmvtqIcanpJRQqSQOL1qDwxjGvQ3AshW8B+2NvfBm0o0Fhu4H1XjFm1CADhNj4eDi+LXr3gpiT+e7p+drFj/JA+xNND7GzslYFLu6ebZRLtICxyhay4Zw5x2+3eHHhIyBulsVYw7hDBgRMxCJgQBjebBluOjfUhob/rRoLgBAkYjJVSuUNOD+r3yOmCfNoJAwpaahNRIWtKRmDjaB6S/d6IztLaP568T0QG5pwTz4nrcA8zk/HInC6u47UPV510Saez8vFDPeyJeonE02O01Jy3A0XH4W3w+oDOejp1Gmp4eUCap4+I5d+oDnPWOFO7TgehBBapF76mdNbwEMUBl+FtFgLIr1GuxaObVHoLz64cwK47JRFpNWR0CHl49jvgef3rX5+e85znpIsuukh/i4J517veld7ylrekl7/85YPbzGaz9H3f931adOgv//IvlYN7kdx77736gdx+ex+Q3Jey67a7it/1oG5hVONB0BIJloXXp/70rduYkzI4YSu2vkSaV0GhYAxwEHpGgCCADULTdDMAKesjyAUY1ASAIdCTBgDR0LYAAlwxmy8eg6netrn/Rcmve2J4w6DTa0Nc+qJtEZo1JEiYXAimmKGI5u4+eDIg4nOxfktGI91WmWE8p6cGNdpudSGiDduhf5lL1MdB1w/F6aItAKEw4Dgu5OWugTT0A9vyxzRvSZXNJyrKBWxy9dsUtYGI4QnXGpOg2vJciVCWroJsxnMjsfpNtrZeOhi6KQZPffeHnhGqlcVAZ8BzU3xXIab9fS5YxscDKYDKBmOur9sbs4u/ByirNbcjs6XGNvg78xz3jY7yD6IkCl1q2R+lZ1om0czIKt6miYXdhoHTEkXEq6O5QtLmpANWQ8b7VapsATayD28X740Ykzw0zkLYkK2DEGRnhfNQOKautuN1qmsHYRoQB8rqbq4GlmIbxXyWhNN1Foqn67udza6WAD+jzjZQE3uzbRHy5nlA+gh4voyU+EEOEAg7te9Qcwibp1o+nJPsulpyYsDe5oEG5qzTOth2fPrIShsdS0FZ7R4ZJRTgx9ubLbzN2dtGw+2ZoY01F9e0o3ZfwXJ6urT9iEZLfcgBnt27d6ePfOQj6eKLL45l8qCce+656aqrrlq43U/8xE+ole3Zz362KpaN5LWvfa0qoAMlpz5iZ/rU333WXsKh0JtIkPRQH3ep5nActJXABaFhC4uNil+YPThs6S5Y2tjDg369IYxaDoDgianAR7QzMPF2gA415jDAwGrodwNQY9tWLGvQR7U3pejXzmXQqVJ7gnptqIA90IZ+q7Gt2JaBQHHcTjVZeDjQrx149MtEC+FFqfqNv6t+CbSYI4DyjNAv1lGF5rlCFFOtgmRMyr2JnCJvM1rqXAc0gIwWbnOvFgeBm/sp01UH0YH9bd6h+voSWgvQw8gMx4sifzhe2jwsrJUHKK2ezDeRm7MaPqutKwdCLx0M3ZQm21KaC8Aqx2z9Is9Ktixlo4ThIPbc5nVglR5t0stjfZq5PRt2yhyegm5+oG8QtvhJBDgzHeV5O8gNCQXnFMIBenKNL538OmV1QSikf/sgxUQG1K95OrLHJpjbEOKk03+hrDYdD3Y3Gz8FRKwpKFDQ4+cgHwlN00m+gBef7Gvh01jHgU0n4IZJgowhTD09lNOTQY/k61DhUwAf9RKNooCo5fTkPq10zkwNMMYIh4T/fKkkJ0WYJQ28mIdNa/iIGphJrpDoLqfE9suo3qxupJ4eeI2CBMGfUfmthASeS6PL4tsDAtxbozTQWtQvpfHMyunYeWZvkPxe2+bHBARG9rWJUGELlXUgpmzMc+66SAGKdtQJ8hIOoZcL0JMp1GG3xDoCZHdsXyXAM16SpW18eAOeW265Ra1iJ598crFcfl999dWD27z//e9Pv/qrv5o++tGPLrUPUVqozgor2hlnnJH2t9gEsz9Y94xZPDErVhz28CzMeQAIYdCDvx3URCIpr+MeHFjMatAT1NIETsKjEixs1cmxx6lartspFfNA0Zvo165gWf+H2oiWmrc1gFYa+nvb+s3ptenxZtd80Sb/6H6HQU/QUm9AWa0JkTVlNQ6S+2UAAn2rtQV4IzpnUvhhmMW2Mtgz6Cm8NVY9PMBV5UQRRaEECTQo8+hsA7ldCVXO4c2Bh6ny5EQla4lTt35iihTAeL4AVIqhALGH9cX3CRlIM1R5UkopwH9abdkcS9vWVyxbWQ6EXjoougkTfH7JivHEOaLYw8OeYAAQ3W7AgLOnUMoF7Xm7/kHZ+DQAemIVs9hH/wzEIs7KQE8GMJjXuncgDCN0DDKGeI4HxT/l/gtPT7bCWd0YgCIPPaN9SE6PMb/ZvkFlbeP4unlOFNjwtu55YrCFEDsdf20Sb3XmSmBjoVlTzd6xuj/ZY2NeG4S3SXs5ZKuXx5GHACae7xtIcVDjqgaeGVdpEoRmoKj29Ijudx2gQAgEP15OSQTsbAUGCd0MymqAFxAQ+T3Q4D2nxPbtZC3d7dR1VQAeP3gnxfMUsBzihmdCD7lkYZOLoOFtHvpWz3MsPyizyZXPOBHwgAQCr11t1N3iMmohbftH7rjjjvT93//96c1vfnM68cQTl9pmx44d+jkYQg7SEAywGOh6bvUKwOTPRkCHPDnswUklSMpF0vI68Bxl7wz+pna3GhUeGfUOAWhUbeHBIXcFAyb28NQXiT1HA64aAJOeMODxXdZdR0ibT4gH21xR9uihkXOkCbELtvVCY31qaVt7JkmbvTb/UXs4aA4g96AAPXHO5NGiIgg57C/nA/WATar6pbA3DLiqxMJCRaEnuK9+rmbhZW+Oh9yF5nDgpBrTVKYxrVV3QdsAegaURMF0Q9cH3lGJqetN4PJ2xYSs8vwcWnV4GuDZ6nrpoOkm6J3K42z6iLykVU5PsfZGzGu1bLCuTfI8e1Mjwmj/ZPHGdmXoUp+9bVQ1AqCB/jn0H2q0dRJKRrk2Zi3BhfIiotnTY+MqeY3B/MYGS/dWWRFsWN8INCmwIfY217d2ROYF12Oui8vAY6SGQPPksFVMJ/mau+kF42KQtuKkqrfGC0AP2NvEQ+TFSGVb8fKgTo/mBaqnx0PoqX81sHjhUozcyOGRcR6huNmmJudne54VYc0U5agU0KFKIo8mR0F6IVH5oXTV5j+bxNwnh7Ypg6lHPYzW5mk2tfo+0q73UM4VxUIBXvAAQc0ihG2wTo9cT3Ev1dt5FAbn7TCYRwhblGzIc4Dh0ulbU0bNw7OciHKYTCbppptuKpbL7507d/bW/9SnPqVJoU972tNiGYpBra2taULpwx/+8LQlJHIzyHVOAzZF2pZvVrywewI5DIbIG4AyAIWHh3NmPHQLgIaAUjGIoh8CUTWw4Xo5xeS9yinChDjsd9wvDQLAaBksZaprtEWBUCwkj4z1W9yEogBp9OtKlfFUCaRQfZq6oja2RNEN9fV8Yj/U5gN8Ed4W2zno4XwbOkcDJ8NtZiH0+GQGPH5ierxV3k5sa/EHEUJQWHURUuGgJ4e0hInPSBCcKhTHEWV3hLKaO9T4b/Qr1q3afFeDnoHrqKW6qwJwbHXVRCILkQOw1dUIzG6U07NVRSuiL6kEl12vyWGml0IHuRWEPSc8aITlg8cY6gPrL3qH9rCcQQyDkyK+Z8iZWwxslcjk16mV+bzMYu6hY5HpniMahPlMx6JFunc6dY+Mj2SFR8hCaaOwKRkZtV8tKOOh5lDOAXqsTo8GiMFo5F4oAzaS0+OGogBLFuqmywGm3Dol5yAhYeHpibwdAycKHKSGz0iAFq5MLjtq+aAybZ8o0LEcmVwEXamgI7ytTL/yoK7w2LNdzVjCjQ0AtWaMyMBtiPIHQtIYKPkRCqeM1h9SLCLX241pXsdPPT1en8hKXMSDaucj2xePpNDCdbadEihkoCGpUhOrYKTtKByk10ZJDzTMIIMeIgYSOmvxAIk+hC4v8s+UMMiuU6jmuEYS+jYbft9WQUYDEUqL1jucQ9q2b9+ezj777PTe9743KDxFUcjvF73oRb31H/WoR6V/+Id/KJa94hWvUAvbL/7iLx6QULWlhQbIYcYZWIIQv1y1h5t8o9A2GoCjlg6Fog16j8gqjkl+AZqq8DYngMmACOHObjVxIFDX8AkAgW0D2DgIghEK1kUOnS28Q6XjoAAmbAX0f4o6POHNAcNcdZl5n3WbD5I5f6XfttAF7extbCwstgUbGgNIrMdArBoADbhUbfhbcYCFzdn9yycHL0wOm6N6OjrgOpgCWsI+fR9zMLAFmmHj4sgGebcixm4dECnogacHoQuuCPWbwSHinxeBHvxQ4gW+EbjXBIgqRJqPabU8O5Dm4TlwckjrJYgyOvY9PSHhtd2ENwer+HrQfRttX3qO/B8Mi4O72iCnh0BPvSkMHeaRyQMzEt81vIhDpQOk+KRcgAuWFwCGPTLWZ3htvM227etwgB6bC/h4idweDRMW7xKzxsGqZwWfzWOTAYv5cuDpWaMZuS238LZ1Ia4mQGQKVXctIWjB3uYMrxH6BtAzUX0QOUIARHPJy/G85Og3m7usPhA8PV3J0iZBd8JIpwU4/TTptLMnJwMtXc23lXZhGIXBz7x9kpNjK87d0BZTEkRc4FajEKp/YwqB+kDxuCknhYewVZ6e7AVyYwezpLooe5sWLkW/eQXJ25m7MswF6VdDQO29zHrpcGdpkxjmCy+8MD3ucY9Lj3/845X+c9euXcGOc8EFF6TTTjtNEzylHsJXfuVXFtsff/zx+l0vP1gyJ5rbPLkk0FNYkgjsMHgZBCrDXp4IOSsATfl3EbaG7dAW4KikfMYEEZ6YDHr0pLKbmQEP5fOY54gAD4E6HRDD20LgxjfWStKFtS1b6wdzg7BPsfTUuX5sLRwANRu2EbAZDKNjI2e9LeflVCBLvzxpcfB4UHCbt2VFgDAzOjcdO3Wub0VP2aumx4jtYEaDJY1C2Iyy2i2jRDWq94rZof0YLcnVd+JALCx0AD4a5oeq6n5MZCHEtvl+WcNoCPTEtRCtZAVRM4gJZOegZyDBGrk+Kwh6NsfS1kLa9lUONb1kgsGCrA61p4dX1VeQrEK6bfXubPAebQh2FuUCoajpRq/nQKhzCFjYeuujwLWPAzgX/xbruzKLse4tPD05L6cccyzZw7ZFjlTezkgJBratwtuy/qZ5grOs5bA5FO/2XEjjQHa4Y6BGvs1zIesKLTXY22wGPlYFInlEDHrQPkoTnacIqPHwNYS+iXdJ1zCe5l5Oj3tyRkKfT2pVS6iOpF8HReoJMW8O1IrU5xHwLSHfkbfj6TJGSW16LfSt80poeDiUpILdrK91W8yF5JDhyQF+rVQPP47at6+AsDq2xqI0adgKqK6ogh5pFaNbRWctIjV8FJBCR0McvCEJ6t711aGeGbWQtuXl6U9/err55pvTq171qnTjjTems846K11xxRWRMHrttdfGQ7QKct3Hry8XwLVOITWcPMnfUT+g/mD4JjAjiJrBS01LnQGHF/4cBDUGPBDfGiCKwEsBjApPj9NPFtvYYaL6MnJxglyKAJN5YiqARZ6b2mvCnpvwtrBWg8eiflQIMKgOGVKUGLgWPWaLQA36DQ9XJajTs0iGmN3oWDjfp5gAIGQrQDV5ubwWjyaj9jxR9kxoiBr3CXAj99OJAYKFjbZFf/l2ZsubdoP9YnIRdJ8W3qbx0rAaw+NDsdmwsEW7q8SSDIIuOCZsgxeWHx5ci/4sasbhcVtYJM47Yr2XWLfJvsmhppdUCgr3elDEzIxBCQ+sA9TULEPti8JHh9bjQ8KfzMBW725oOOZXnkFPrYM92Z+NatomeX4efj4IfKS9YG8jTxDa6uXQ4fMNQI+ywkmomXt5aC4gbQBESmNNVNeaLzo2Wmo1APl4qAxuGhY3T/PxNhvXNcPFck2UX0y9IrZP+Ic4p0fr01jcGD0DltejrHBe/dsYSnNOMrYVAGjJ+GXNnWDl87A2IzpwYOi1XjFnGJFNC+gkVLGTfuolkUNRRjroVIN/BmyQ35Pr7+j8Qzol46iAECNBWPCIokaPhr7JFXTKahyQX34RrYME0FM8m3ZvZdwQFrscPkIr+blvxPS+1WTUSAs2JxImMBQqIHLllVduuO1b3/rWtJXkQY8+PV378RsKWurI4eHywtSevw2YqEWH8mOsbZIppH0Z59CIOaOXj+MT3G4R4JG4WelPqacJsDCQ0mPtgxDb1uNVEy+3H9pv5YkJdjfyHHE7/jYPT7ks2vy7Z/VHBEbtNKEfMueudwfBsS2aKi6irBZxBszFsoiyGkMgD260XkS90fIYI3l+UrcBwLpVrAY+mqxJgKhggFPAVFFKw+qm+pTb8Tc9P2Hec4AEFSq63r1EtjtR1p7vJG1guSEdoIpOwwREqcv64CUn82B4bTjkjicdA8Zi8qJKte1VENRKX3bdJvsuh5JeUpFJNTKyeaDzkNaMLeo3hia9sUr1N80Q2bgQoWTcXdW2cNSdeUWpoVAYhK0NtrkxJtjbcPgOJqLYWBVNIeL5JIVuLdqNsrpnkAxQQxS9tI4eq3hl6m3BtKaASQBINwyIvE6PedQBiMwVoqDHWdgCNDlwmsjYiRA20FgD2nANHw2/8zA2NVppRoqxtxHBATxIqgacsIAZ4Ux127aW10JO9lAR5unBEwW1sU3q5YhXRb07yJV1kiCZEqmnx+m/3fMvcwWAnpnn9GionaoAC3Vb8/WErEC8TRoc4AVI+WnPNXxyOSaIBqIh5E3otLXCiBUYVT1NIXEpwFM2IIZx238K6JlFvhm9ZkoWkdLRRzVa6kMypO1QExAVZG9rjmPVnxgAqJgnbe3WHf+bB8zwsOR8nQjPIaCjHwVN7J0hWuqF4WzUv89lDZjor8r7w8QDJXDJlNVwE/RBjwGpykzHfdQeHP7G/nsXnkKoFoEPeCIGb5y3bbBtgIxF+x6irE6LKatj29pRURtEUVg8FDddB3K562KaQ3SIa2YvT/ThniBEe8GpokmxniMzAHqkOpwSGWhctT9rGm9OFlMw1dWAya8OzjVAjYha6fxcatpq3YfXJIp5FxTJqKzFw3lG/jz3cgk2slRvUZEigPJZdt0mTXpS1J2p2uDBRf2tegVM7Be9MxEyNrzOYHhbjKf9nBtbh9atBtZc1LHKj4UFX77UiGKhXjHh9LEBYKlPVoDxsiIyQK01/Z7mOj0MePS4zEtUEBXF8Xm+TwF66Pojp6cgUQDoyUQGABcxy9DwNjk41AfKoXsW57xuOT2ay5LjrPTKyCQfBAjqgkG480ihDogMCouoDtfOfudEBvI9Fs+PryfHb/n74imyXQMP2CNoLhNNN4J+yEzb1q+ADwcrEe3g6CgAC0c3uJlNw99U59KzqLrLQt+0P/Thnh51IAnfzXgI9HhYHTw6Pt3SftxrVupoAZBzz/cZ8vRgNT9ZuHOKudMi0+vWk5EytO/5eOPebmFpgGdvpAY9WIY/fcAeocp7MSj6GgOgJ1uLCNwwUGEwwAQG0RdRKGMQhycmiqTZERTbEqV1AB6uTYOT8m/XF1HDh0EPHAORw0OT91in+s2XJSKdBoyQcUx6Av3bUuyzd8+4qNhAO/e7wfY9yuq6jefd9FgUHiTuH9fC++2G2mmwBQs0Vs6EAxVgwjVDv7R//W2ENAUgij70nnO/OcE54pI5wBl/yTPmAyNq8eRCbQ7KK9DjG2Yig2Cbg2LO62RPT31v4G3CT5qcrYhIAq4m4S65bpMmgxKWsOG2wjgQgxO/ywu8PGHMGxgcMYhUoWs8mA69tr31R8Ntxbvs41B+tY16ujf2eR8IHeMadfZXRVnNVKB6PtMc3gb3BVnNgsggdLi3RxtADyjJzNuTQQ9CdrOuDiIDBVN53hD5ms7e5kTUMUYCpMELJOFmoJY2Qx2ort3ICZIb8RD5uJ09PfAPuf/Gx2DzIIlvR9jicCUsuT+X6KQAACIyAISLNveSWNia19OpWNE0UgDMprwc18WBjZLz+XPhmkf1moEVrw+kwMZJqRX0ZLBjUaDmsZEtlKMNrwc8Pq7cixI9CkRTH/SEvvNnVPdrx4vHh+3EqyCjFtLWRB+EYIbJgykGMDDCsKenKCq6ENSQi5y8O+G90Rco8zoGuECuToAW59NnUKN9ZkDEwMT69RXqfsOqRsAmgFRZUaXut3xz7IvJEOr2hXV4eLBcIMU+BwBT0Va3c79D7dgW5RN4N9xWh+4uaCsH8IF6OnQsNXsbAx4DVZbzU7C/8Tl7cVKzbLIJyokMCtDjjHr6GGTvTkG1LeGVDojc7hnnGJ4kbWcFx6CSJiwcLue0sgF6eu9NpNCWBgP1Wvm2e8pF2KLSPDxN9l2gV8jyzQaunoemXCd+DLCgYZsC9GyUv+N/l57XetV6AY/R9SCYAVqPvtpM94P5QL1C3nxdwPpWGCTz2GK002XxUWsaIDIoxiNpk1C0OrwNhArGwNYPbxPPuefPKBhjL5KHt1G9nV5YgLpcvN8gcQHY8Bo/icLbkKUp/TLo8Vo8lg1kM3SLVhawIyFeqN8jRhqq4ePPnx1RrvFjobq21NSA11Vyb6PuJ08tgtlNMQSXgXDlaWoADIQ5h1i/ESkGZjd+9Pw2oagph7X5rvQclL2tinbM7G3myhLPkUZfq+rxcMIqvA3zQmVos3i9fJyrhHjGnqqxzHpbXJqHZx+EjUrl40vAoA5vK1zk9HfhcfEEc7cQ8KS4BiwBhrB+eGtoXQ6HU0+P90cgIS8bDm8zYEO01AAtNH/OyrUCH3yRChDWv4A9WupaXw4RGkD/Du2TJ/8bgZr6Xa3bK7AUyf71sfjkng2G3IfOzdEHHad+wSMzcG4GTkhn87Xx661Jm3zccc09AZaiwbJHyKxPxblwCJzQTouF0JWMnpfm5bi3xymrg+AAApbXSlnpKhNPrqWY6AwM7QEJcFgYAqjWBk9uaDKHYnCxfEVEdOzyHp4mTQYk9AvM21FKvlwHpu1FlNU8vAyAiAL0DG3FYUaVx6WQQXIEjJND6zIbW7XdHB6b/rgNvWXAhpphKHJPT2Fk9AFQE9e5OCm2k9+6T9Th850RsMqeHvQLlreuKk7K+7X6ZeJdQnwYjtvOPVXhbalHkw1AFLl+SkYgX5Ljko8HFATB3akgx8Lf7PIyePG5A4qQ+iW09GCzbIEsola7zF6j9je0eT6pLnMynrCLQR+r7qGb5vk97poqPD3aJxjYpFcHPTEloJRkAz3w8HCImynwGdvxwL8Db46y8mXmVGmUul51eFv2Kso+xvqsZDfR6uimEZN87GG9rS4N8NwXUoe39ZvLGMgqfMxAQJ3TU5kYaNDrgxH0yyCHcnRq4AKQ42wxGTxlIBQAq8gByt6loTo8OAYGUsVxQZnRdtGOtno5X8dFgAftvC3Wrb0ddYdoHzJO9Efuoi1bnqrli8jFvD1qnvE2mJ+HS3wAtKmViK5FRVigiZwlZ2gBehhYFLTUAC5Dni1XHgZ0kNdj5AISYhHu+lCfdKrKG+rHFIDGQV2AHnoXtBuJj0+ZyKDosgI91QAbXQSL3Op4eJo0OdDhbZbTwS8nZo1Uv2Yjj07v/YLRA2PJnj1Ag4Jth7arvVP5hIwEQcBLYSXLOSvBkuqrx9golNW1UZIBDMLb6NrFZBb0XoU3xvcD0IM2IiRS49E8h7fV+URpKt4lG+tMRxNhgXhktI0TZelbE2ekxCYC1HKomt0jyxfKZi5TlMjbMaICG9FxDXF5EJ0cdXzAponkfvX00BwCOLWbKyGBPW12ROohQf6Sh50FXo4yHwZONKsJh+N63W4B9A8Tf0rejnt/BNhw7rFs5MY4paRmymnf3orFzq1b6Gak4ejzZc9MBBz4hanD29QLhGdNbRATg1LiWWyq6aDI1vdBbTG5/pM3xN88AIY7nQdLHTAZRNQhbVV4m6/MlgFQQ8c3wJEyszltZNFOf4+HP/AGgbKaQ+L0Y4yUvn613oTq/nAonbbR39VHt18baJ+UbbH/gY+uiw+vt7Z4m2irzqPY3sP2NmwfavO+Ez5+PnqcONcF7fPqN5/bfOA6Yb91W33/pN8ixLE43nw/5/W3tvXvN/qc8zPkoFmfA3ke9JlwgF186PnFx591o7t2ZR7vCiFdTwruhaTgXani3It1KaG4SChdgZC2ZT+blTe84Q3pIQ95iNaUOeecc9KHPvShDdeXujRf/uVfno488kgtrPmSl7wk3XPPPftwhk32u0iCQmEYY+8+v18uezTIjvYMVABqnKQgKHx8WbfRp/4Py+dD6yZqFyr7rvygTUBPvXyObeZpLl4Z/9t++9+6Hf2WjxhdsK/ptGyD9yy2lcSR/Inf3qbrywxbPWv5M5quG0tbfGwdDTObTnUbacdnjL9l+czadX30px9rk29dv8ufifYxTaNumsbdLI27ef6ez9JkPjW+yG6m0/MxfSZJls00rG0seS/i79HveZqM5SNtlrVTfEZdmug2+GCZf8Zd2jb2vuIjj661rU2slg8iq/Tjj7O2TcRD4x/31si3LF+bWImP4iPrTKx9jN9eCgTeDAEvBS9FJtq1bWoWWs+lKvNdcmBf2KHVoDdOd9+7GnqJ6/As89nq0jw8m5TjTz4upX+4rq9AYNHRPwfelFoRhaGHJmwUJgaK6piIu5Wgx8gG8OJEK+H54W2JhCV7hjAhddauKtTMgJW7kwfbBurqkJel9uIUtXoGPDVFSJ0zp3C7fYOqtNy21w/LwDqDsoGLbiiCgr0o7sfoLRcrk1mGqjb8XefcEIV00GjXbZzTUxn2IrQPl7frf3R1CsfjbwE2YxQYhRcIh+95wah1gHXyznJ8fLG9/ABJUFwKs1SaQdDD7fjSuCHTTG/Op6ufefl3XFeedCED1gRWt60uUsVcK5kvue5m5J3vfKcW2rz88ssV7AiYOe+889LHP/7xdNJJJ/XWf8c73pFe/vKXp7e85S3pa7/2a9MnPvGJ9MxnPlMV+utf//pN7bvJARTE3hSC3LcFEyyEgzKr2iLr8yATYuV9YbIBJT2pBj12a8NjXOwjNt6grdIDOA9arVdnJ86VPN6FJwerDBlZsL7nCkFfx3KvYFmxt1k/AnS8dIWMRd3AvEDGOGV2688bRp14rWRglg+HxUnom8wFxOVv1NNWn8fKXshHwd14zY/JFLKsN6aipxYaV2oDoboWZjeBOKAc0Dyd4I4zumsLmbP+JK9H+zVScF0eatq98ZoOJZcDXienMzegIPu19SWnh1W8OfRRlJVuh/+NIR61qHF79SjksntUBTvtFIw4OxxCJGM7/1toqTUXiy4PdJ/V2qHn2dn/LDzOlOVMYtDjOcWzZ+UajlkpWurRkixte17nYEsDPJuUo489Sr/DBY1Bjs0BInWdHRpgDUS4mQLrmekge09iPS9COqlzerKLPJMLZJCU90XEA8zCBjCylnN6RApa6gpE1YCKAU0NenohbQUYwmx/ANTEh9Qd44UFZAfaXnBblhJ5TWBYKVsjpKrf5u16SGzxrP7kSTu3yRs2G2ij+YIqrjpiwx0YPaIDzCHEYyPghCcoAEWITaawtRzeZkeixAAMhBDeJs/a1NtwTTSczbY1qk+PnwOqsaIIdhgc3saTDWKFA/qJIn4a+tal0ZTQEkSTW3kSAkRUTkhqLLlqopOKPZvcY93NiICU5zznOemiiy7S3wJ83vWudymgEWBTywc+8IH0dV/3del7v/d79bd4hr7ne74nffCDH9zUfpscYJlss4l3/RLpq+j1ruq3g0KwOG+m6AGgSPsafrt6ZCFOTGJ/Doen6bHU3aELzi8aDQEe9yhFaFnJ5GaGM0RelBYaW8RhZERlLSsykUGEoHnorYCISQY9mMwrmNA25PQwGUIOb8skCKnfv+YKod05nIO9TQ7QaKs5d8fOj8gKfFvRdwpAlKFtzTxoyrRm44dGYylpg+f8gInNxxcl0JHN3Rtvw27O6VFQ4sQGzIVh0xPhOgPPmwEhRFObY148aQIYDEght0YMbgqIPOTbKK19HcebWsMHKcq+jj2iTi0tgELCrZXN248cIEacYcCYHjKH26N4FeUU/LoJRcHa2liLVyOnBymn+rrp+c2t9JWGunkSknuBhNRCvIJM2qNU2goOVsMQp6Jz1SWOdwV4qRvg2UuBdUL/rubs8bsiGQjlopNzmtxH3R32nlA4XKzHRAU1gMFAB4+MeWdKwFNRT0d4XKYbLtt42xK4FIwoDHrQvqAtgzCytkEGPEfFNZd/xFwT240W0FIPKGX068qQtwxr4ZBypu1tcK5BD0ZyUECz0nV9J23Espa3xTl7vxWwiWue2UEz4EGbg54gUcADOPHtqFi0CuKOBWQQnXXU90Gbx0XHPIEI0oy9BwmYcMd4SoBqD19REnqx/wA2nNNDlK0K9iVUA8qeLjzq8BTTsNFCWmq7hqsFe/bGw3P77bcXy3fs2KEflt27d6ePfOQj6eKLL45lYoE899xz01VXXTXYv3h1fuM3fkPD3h7/+MenT3/60+nd7353+v7v//69OLMmB0wQzqnvdeXVGZHxgLehUOzANcWwmif7hVeHv3mc6JEkYGwZ8g4Rg0rtmt8TuxtAE3P81q88TP5oKEL6HBBRPg5gmE1OxZBZeXlwYQRErFVEBw4AJPcGoCcosbGO5/tYnR5iaFPrloOTtRr0mHHUxj8b2LU+jromcOyiPwy4mJfHcnEwJ5BQNgXDVLAUMEZAgZ2aKww6T8AfJTqg5bKdqGEpXqqXI+r7mAKfaG0ky4ExoC3fXhfIlbsUU81hKML0ZjXlUniBbE8GnPy6B5EB1e5xIKGEenEvclEg/ULxa9dNyt4WdXryPAamAqPMttpwiRjagr0NzzW8OQ56lI1NWRNMERvVtYRV5xdE1xENWjyLW1zGy3l4IslqC0sDPPsidYVpWBowyKm1vRosA8WQFwgTVVojwEGAjVEPOJhphPNynKEtABFbkUrwAtACL1LJ7MbApN7nAsICAkO2r65qo+PHtjSJjjaYewrkmKFlOSesNJzvs7ySOK6SSxqWquiX0Wvl6QkacABdpnbm3SjocatSsOnQuanXZWBbZyUKT4+jm8Kz5mwyBRgKJjUCLN63eWv8MWMPD6+noRgE3Pmae1sdCaPrjivQE0ASxAW2reXreP8gvADbG07VgY+BKk/mnbnWgwcJk7WCkttBVoSDuluL358VErN2LqcwsJ7k1rBccskl6dJLLy2W3XLLLWk2m6WTTz65WC6/r7766sH+xbMj233913+9PpfT6TQ973nPSz/2Yz+2ybNqckAlxvuKNUXJTjD+yuS58vRgkojt6tBUWi/IDAL7LH7TkFeTVy79sCX/QOntWWh48n4ykYL9YxPI/jZ6/LBOV30a/TJ7YvLZav6OjlMDoW/y/q0Te5uDiKDj70rQE9fYQWOvOCm84fJZn6duba1PSQ06a3WjZAACcoTImQrQg7ERYGs9pbU1iom27XXI7aZprvFk1m/N3qY2N10vl66Q/sfaz1Sr+QjowfVU3EJzIGVvC/uYBazlgLes7IONTV03mSEhgKivKuc1lUhnbB6eGQqvDuUYVrqKsjpvKnpXMU3xSNn2AZjkXnrdIQFm5iny1AQ1yNl7g+hRI8HwM9VcsFyTjqdzqyAjD5FcZr2tLg3w7KXEJJFAD6P2+Cv7eatin97MwCTAB61fkBVgvYFcHvIMFbk35OGBl6e/TdkPTmAolG0QDFWYLu+LAREsSSVYqrVqDaYwAOLPCFuj7QBOegxvBXVxgX8KT08MnNy2gcItPT016MqgBww5sZp6ejIgKs7DQVkZfkb6SRWA7TfANETC2+alAY9YXMvwNgYwUWCUQ+P8mrBHJo4pT1IQzmCgx9cD2IZatFLc5sbHPZQN3UsXOT4RWuDby/WFp4cfFB14aVlVA0onGCiOyhbpFRBJ9bV6FcutK3LdddelY489NpbX3p29lSuvvDL99E//dPrlX/5lzfm55ppr0otf/OL0mte8Jr3yla+8T/bRZD8IT3DD01NWeVdxT0+Rb+OTeQtty4NSD0ZgTPKtyv3T2Dnw7vU8QEOenmxZqjbOA89Q/xsVGhZSgaybaR3oJHh6cA2xHkKVCmDibSj2GZTVqB3mIIpBD/qlMLgC9Hh/ZhwVhjZjb8vsbr5cx2kOb8PYaPfaiAmc0lrBkY+hCvgkZFjcIMIKVyoYPXMObyuUqAzX5lGCp0c9NTp2yz4xJq9FyBzyMxXcgJXUeZwjSkG7BqWoKXw4/nV0Y4zqICECP3QO4HV6woDo+4zHAsU+cQ28n0m/OKl6scx3puvqZh4uGQ44D2Ez9jZbjltnx+thflNT1tbOHiJnb3PguFKIZ4xncIn1trg0wLOXUli+Bjw97NGo/nDk77Zwz5soxhhalT0rtaUpGK8KMgIGL0RBHUClDH2rvT4FuCnC4Ri8DACgCij16LDpEiho4fOMeR7ylKo2iniIUDn0x8Cl5+HBvaF+q7Ycn1w3VeFrFVgqQE+Nfdxjg/sUbT3Qw8V8MlCBpyeMjm580+uqk5gckx5eD1BWV2Ap/kZ4G+oHVFgicoV8jqRGOd/VWHJrWHDa8PREeEkGWQDkqojjXud4eSteivA2rkY+AHr4WQPH6AJvCCY2qwN19t7DI2CHAc+QnHjiiVoj4qabbiqWy++dO3cObiOgRsLXfuAHfkB/f9VXfVXatWtXeu5zn5t+/Md/3MM4mmw94UEVHht2i/KqNOnqhaHh/SLrBr9TOtYM0NhXtqiF0qOW9vFDv4wVpcjh4XUdHA0apBACNtCkI725M2h908RWuwbAI5+ztqG+T1FWIuc9pfnUwtDC4IbMduTl1MVF3aCJPKeJAwxsh/yhDqAHM+4MZjm8rZcPpHrJ8oHyeAtvkz8LCnrK+6r+iwhvYzYiy+2Z6DgunhE5Xg92kzGLPD3C4SbbWskFu562my6JCpF8nJg/QD2qbuKq1NjWgY2Et3lUALB7YaD0sga6nOcZ7OnxxyqMb05ZrZ4etaOFyVSBWbc2T3LAXnWoLBPnnUuWUpjbVF+K8U8YEiS8zQu+0utoOT1Gkx2etxWR0ZIMbKuQl9QAzybl9n+9Q79Hizw97ALnJ57d1sQEEy5v2lbHrYgfziAm8nYoJCzyfQCaguWN9lnkCw14hQig9HJ4ahDEIW3VNgyINmqrwVK+kDCtVMt5cGAPD0l4kUpcGfem109s6JSnA21mSfOOKsAT95znEtCl8JVXibTxDdBDwKXo13N6wmLF+UCyiVeYNsVPwEcJEkoig8A+FcsaT1YiwgHeH7j33bImVNjKCue/cwgbeXoQyofTxr2OBYSGAIQivI09n3iOzZqm4K94WKq4+qHJBIW3zaarQf8J8tdl111Wtm/fns4+++z03ve+N51//vm2/Xyuv1/0ohcNbnPXXXf1QA0K620YatTk4AreM7x8+oVCk/V7QO9J6CCETlkxTvMQ5ftd2GZkAofK8vVh8PEg1IrM7xgTONqtADEaTjaEWsgjNdhu/ywynitpluaX8CZu1Ym6L9mIFYW2JXlDPRk0XiP8Wv5Yn3p4G+kcnfCOKqIC8vJ4mxUnZcIj+hugJ+YOGD/H5j1XoOagNjxB7u3REDFYBz27Xz3ksrr0a0BGPe9qABW2NelyPc11n+H7cdJwqSLj+TOhm8XYxZ4es7nN/Rra5ZHRSraduWe6DGbT3Bs9jHmaisuleCQsDxR6yblxHEgJZbX9rWAW0wJEQJOnR18LL8w917xSoZ3Oj4zmDilBg+Td+D0VA6MHLwA7Rc6PGgNRgyjbH8HAJrpbP/S8KJZ1Y528cnfdtTrj6KixtB2+cseXdum3TfbqGGBzjpbxt3mmml3bC8BA1E7JdXLi78jXKYkL5KMDUE1h7aDJJvNliFu0wytCOT9lGyoa9wFPJIvWHiAHLtYvK4ANPDz0HfkyNXGBDhyew1NvB6kBD69TTAYq4TitXpsp4KKNxiqdLwAQ8Rjmo7nBALI6sjdHFdN4YZudUrWtX3sLX6vaKKenztvBtqrzh2i2/TC0rQY+BJ4iUbT29MgArzUXKg8TqHIRrkfXCYQZCqwQjxfPkofD6foWqsETqOJmqGYq61tAJmtb3+okImES8ll23c2IUFJfeOGF6XGPe5ySEAgttXhswNp2wQUXpNNOOy299rWv1d9Pe9rTlNnt3/ybfxMhbeL1keUAPk22oITZHANFzn8zJVFRTxevEYeV0YCBmNj6/QurRglsSpCD8Ku8ThhAvJ5Ose8ixG2gOCO1Dzmt8mobNIp+5iKjWNOLROZQJG+DXkd+YIATtLlelUKUxN6WjTdOOz1IWW3XVv4eI7xNfnMYnfwWMMXAxpJkjLJMtgPtNCpP++x+NMp010pb7evp3/ACRfFSc4GoPpLwNtlXJLbYsyPXVermyD6E7lpZyJAs6l4i099W2NTC/ox4QAmuR9kzpXv008C31OgBVYLdKScs8DDxoNb2Y9IwNAnDc6Mke3i0J+A/N0BqCBucSZ7ToyxwZKOFN0d8dmIYgiFwxDk/YGjzlXEOCgDdWBdh7fkRMe+X6tl52r5jc2P4QZWRhZMvtd4Wl+bh2aSc9oid6dN/f22mnnTvSv722Nr45GpZIy/QqLkRRE1tBRwzTTWKNRoA8oFPQ5rg3ckFIqONiQAwacTL7kUuC88KANJkGIABHNX5NoVHiL0tFVgCUAqjPIOeCD2rQvl0TCj75DYbXIhgABK/NwA8mkOySBE6wcJCRTkQFoJRWa69WtCG27Ii74MTY1LzIbQGPVgHRAb0QaVpHVTVmlR6egwwOXCpqakpfK1YHsROeWIUvAFyPLCmRUEDih4ZcWx0pcXUhAeFyXWGcrFefcaFSjRUGd04faeI5i4mFOg/GxJWx2Z234S0LStPf/rT080335xe9apXpRtvvDGdddZZ6Yorrggig2uvvbbw6LziFa/QCZd8X3/99emBD3yggp2f+qmf2uRZNTmQ0q1t06R3VIrPGdTw5pjFvUQ6dT4BbPtYC4a8al97+K1b+uScc24iBwUbFeQD9BPhVUXHPl4EgFpwHXwwHGTCwrgJy0yEhmNALI2Y4eVxQ555glAUmcOTJOTKwYnOC3yMw7gk10G8CwR6dFsHX0VOT3huKOdHQQ95enS09MFcQtSCrjq321TewsAxcddjwICPosxBgc061kCL5fQgN9IAi1TgkdsjOT0SzmZ2N/MCqb1N2xzYWLhK6kbzZL6qLk2V3KDy5nQpiW1qrjkybn1TL4rd5zUtidAlcdirZ8XdL7KaFB8NZjfSn4ptupS2rY3USTdTqukIO9D+hcdB2ddU/1GJBSl4iu3w2kD16OF1akyTvByrK2S6E9GMUsNHZTZ3UJhDHsXTs2PHahjiRJqHp0mEsMGCX1jyyVJffFxgkRgCGbFdBVzYM1TTXcPTwyFvRdiZ/vbBfCDUrAArA+Cnl4/DfTOQ4dQKuIyJrCDaoj8CN3G9UKOlD3jsnKowsmI9t8gUG6MNdSGGQI2FV4UiHWjPlknM9svdW3w0DWKhjF0xI9a48nJE7s1Q7Lka7TysiwEK7djCStziyNTS2NVARJeX5CgOg/epCgUUoejTLWNBAA0FwPfHPT1jTxbVd4TASVxfZxyyZ8LinRUUaRhAny2wCGErzySHh/gEa1VBj1pLl6SllnU3KxK+tiiETUgKWNbW1pTxTT5NVkgwEcd7h1kW3h+r4OiDQ/WmSNtMpm7aUTkyBEPYBrseGkvc6l0klLMjKQAMe3Z8eSyqeh3K4amGBoAl9a/3xg1vE/uJF4jM7Cl5/2KECS9LQYjgwKUKUSsQW1FglCI71PiTQY+BAe/XgSFAj42rZc6PhrchdJ0Z5joLqStATwye00xk4KFn0OcKzDxszsZ2eGB8fImcnjy2mgqU7aZq5AL3hdUR80epsP0JABSAZJMG+ZLwNquDY7V4pG8DIjzOl4BID8MNfZoP5AoPRUqjvjR7cFzPAe8r1PN5G4qkxlxmYsxvAiotdyu/MjiKyDQKV2B+hmauUGFXkB8G/6wej5ZcoDyi1aKlHi9Xh6fl8BzK4taewg5Whm7FZDDAAOXlsOWIwQrHENc5PDpQmYcj/80KrQIk1C8sUnyMAZJq708AHQ8rijAyPp46ZI3PpQ5P8lOK/ZV0zcW3KhPSoBSGpomAOTi3FAdLoXtqVORt2twDNQZ4rG0I9OQiegXoqXbfiRbFZDQUulvwovMKFPuxdZro2A9fwzULymonaWC9ZOw9PNmnaz/1NvLm4BS0ZAABosDpqKeDsDq6P/AKKlEBKRYLS8uhcZpLRAZm84ZiR7B4AeC4618nChZTzmAn8nKUuturV/NLFu+U/72CMtNyfcsd+7LrNTnMJM/Q1NugU8GwWo8I2FR1dfC3RCGIlyKW0xgs0zcJZYKnZoFXh8WGm8qbA0NhhLFVdXrg9S08PwOU1Qx4esM1jYQFWKna5jMHHzzZzwMde3qsCwJuHnYW+pfvgeQgBWU1h7IDuNR5O3QPQGQQIdju4db29crTQ2QGEaIWrDFOQR5KLdjbNAdUw9ztWRnN1v2Uc06PfQsgWbc6fUJ3HUrEjnk8m+YoEi8ziuujJmBhPNM1Lb9J2z3hRdqjTk85ZWHo5Eyg1qmzQyfnFLCcmDm1GZLJcWcesIDQtnioQVYQt8Vyd8QDpd4ezDFcz9sxyrETjoUx0M/cbIJWeBQ6zTx9EsYm7icjeLDn343jKyIjvAdLrLfVpYW07aVEgrYnXxfGCRcbZ2jWz3/SQFgMmnCx+4TWABCHfoVDOrYtSKvU7UyTbAZUnBtUAaMSeFUACMdFE9GiD1cGxW9uR50bNt5U29Xg0K5RDjOw8/GCa75u39NTJ6zSCtRmXzQq5oV+SE7pWd/zAD20QaX2FfSIBsC50baqZ2Ad4s30XgvoiQfALovPKkx/WbIle3DCkyP3nMLbwhuUQGTg25anasrKsWEBiOIQoVDKAGftV4uTlvchng+3xEkIub0XSLj151lZcnKYAN9GS5Y2pQc7bTZYWrhnwVYdF7ickK2aaIjI0iFt+/1wmqykYOAEBbDVAaFKv/YdoAcWidqbQ8MT/8A4jDFo6DlkL3M1/mlYFLt4Yr8+Ia9BDlqrsDfkB9X7jT8HGN4WzcWUshq5rsWl9EFGMYV5Jgolobk2HsrunY9Yn8/hdSFAwwxtYvGvcnpsTpBBT7TBK679Sp2ebRSS56AW/UoekYTVh2fdAK8CEGezhn43L7sRFoy63SlJSKRP3v1O22R+vm5wUPqtdJ8m/EdxUgcvowyARIRsU38BhEWupxXTQTFSTg2VsDkFRQ56Yp8OXAL0kP6wGqBmBLbzMyObnrsY9xj0wPsZD09+0MVhpnWEIirEijVPJl5oNch/7DzmREgwi6gGB1JuyDPW0aynVgnwJE29WCaHZ+uH6TXAs5cSg0Kg9o3WrCZnmdAwjx/Vhz09DBCClQ25LGHtyZNCnTyTd6j+xj6HPDwluQAzwVXtVX4PJwzy+jlDnvJ2mLSA4lttnCRQpe9QBj2FhwcDNl3TPuDh67+ozZVVESvmyrkY3PPtMAsjTqCr2mSgZCq0vCsjJaNt6SHQteWfsL5SFxFbLgO31zrA4QMYgejAb3AR3uYrg+SgmLCo8s75Ovysig7TZQj1xn11eutC4OHxeyzewaieTc901Oqh8+qFsakhMoOk4gLLtq7Ai+U4QG1PKyfzTYS0Lbtek8NMCsOZlaKPQsjsSZDf4k2VHA62gjjQ0Jw6LVTaBxWWvzIbDG/DGAbLd7VptvoU3hmq7VV4enJ7HBfGyRrw0N/GflYNAGGZHwgbDqMlFbjEyYDhK3J18jUMZjBhJ0MeDt2DOE7xyPC9gbFTDFDw9HgBUSu8ma9RUZyUDaPrDk445A6kBupdkn6RD0SooFs3TxZY2NzNYWPyWOv/ZMpqHDPQqvA0o+hpHn+0WcAdQrlcvZeFS7s0U7ZA8Vx5XhG8HJH2aaEBcdtj3C8pq7FTYHUpezP2/NlQ1xH54ArOzwe2RgsW8PwyjkxUYoKRXoLZtPM5PkA+wUA8T37f8y7tX6Gstncl5/RYLZ55mk/tWVoFbwik5fAcxqLFo1JlgZK/kQjJIWYxAaSZaQx6BGp8AMiDWgl6OKQtAw4CNARMClIDWq/41N6ZQcDVX58JC0pQQ9Z9kQBiVb/hpSmXY7iywaFmcAstl/sNK1JcOb++JagBiKkMlJXU/eVTsAiDvoZE7YY6tE2HRFLKGhZBIR2h+DTh0kFpPB6Y4HPBNAImPt5aTg/tMPgUfH2v8aOHhjwd3D8ZbAdsS5g/R790WAXowWSGvWsg8mGdxAROOF8CNmp5DgY4Cmnz+29eIAvF68fKm8bKFjN6iHQfmOitFuoRm59noC21bpMmC0Yy+6GTbstWl0lmTLDCOuKxPijMFRYnJ0FZAHrypL6PanpeoYEP0zEXBhnuriA28DEcYbBYcSi3J9YbODBsW787GOuCjAXXyTaE1yVyerzNzgPHym1eVsLDyoRuWT0jERrnoeVcnFQ9SHZfIkyOipP2xkBZR0GPgBPM/skLxGFz6uGh78jpwbYOdpTjQsbUXIAUN9LKSxt41lF1gAJU6/SIkSutZf4ef6Y0l8UvPbw5mvMj9X302ZTwNmeTg7fHOWkGQY+DlwmBHr2/iGvDXEFXpKgDdnSChCdCB31PI2Giy7TUcmzG3m73VUPq1ro0VfyX53L41no8YrySkFL38FhYndG86WnO5mm3FIFdFRk5C+Ay621xaR6eTcp1V3++NyuMKWRvsK1cK5SPw5M8TMsV1OhmFKYGa7+X18zbgIbRgALKleTtsJ5ROQ8VGtW0kAGAUwAbBjv0t61Tgpp8bHUeBq2r58c5PmzFd9DjYCnrH6/ZEvqa2ws1nz01oZuobnQ9T4yBufpNP3NYYnlfQ+cOhSH5MgsTy8+JAaIMYst8H7Jw6mSDD8r3H6GQmB3kfetfILdBeFsQMfhg7+FtlpBJoXPZMRSspgVLG0BPNgKX180nDHhE4oiqgqJQn2FLLUCvHYzVNnJa2gLU1q4pMhjgvdPE3zJEZxYGisOXlrrJYSJgItG/K6+nvuADUJkHRbxH8KrwsId3z9sypyJvV7yeA30OMLR5SFSueQYglPvMIAd/0zq8Hz71BSFvgesWXcIoQul62P7Q8TOYDF3/OqZRYAhjJ6z6Bl58jFLKagMu0MPxt0yMwewmXh82msr9JOY3Bk16bGLUWZPipAPJJRr6tpbzbgLYunEWOT9YpvTOnsOj5Ap+LZyxDWHJkrvZdWsGiqp5w1hjwUxhaLsDJfFIm5NJQt/MuyQbWLSdAYROvIZ+nxQoCCCSCAFHE4ZVLETTQtccBjnVNOZNoI+ytCJ7iFmvEQdBGN9igQOmoL0Gd4Pn5WSPj4W34fHNoMZBJ9h1NdrDFHsY9LxOj5A2rIyMM5vgHtfb4tIAzyblQV9xWrr2kzfYAKfxsuPiO/H3uPrtJgKjpzZXOOKA5xLnqX3CUwNaauQ9gOaaPDn+YuW/CaAE7TT1xYAHXhavBK3jaxXaZvG+ZCEpQtpsUBzyxmgIwGQA8CTsc26DQ1jm4ZkRYCNt6M+/qH8bVPL94FA04fG3dfnFs/ZxGXNVicXiLp5IWngWzyaKsDK1FDmQ8X/Ct6QT2QxsQuErGJmp5chHXoo3zIuQlBltbnVSPcZEBhoGUeIjQ8JkwPVIO/WMEOV02D1RYgWYgZxMCnp0AC/r6RQDuTO7hSWt9gKRNQwTgsgNghpUhe0TN21HwnD9rPn7oGHgNDGKB8O+gh50i0sLaWuyr6KhSurZtNld5rCyd8pokFHBES+uW/gjXgyIAC8sXmgTOGzjR/HWxahXHhfGit4Bc05PCWYsD6frjZv6Darroi/6cwPvrhhmIryt30pZ7nn8g/dkLoQpkZOY80R0QgsjUhHlkQ2WeswANkRAZOFtRiCgFe05xgrhbQpA3EsU/TuAWV83YOMFS8175HONdQlRm1hoHAxpsHBpSF5mb4vlug/z9KQkYXNYDrQg5yIkB06QkGsvmB5VHSD6Ev1K9o7V1JlI+J+y6KwpGLI6O3KaFiMtdYOM5IBr8dhu15QSYKwU0OZlolNxQDOzzrz+XQ79F5k6aNX0Wp8KjJzSWtrAbKhwx6MRJlpOoUgjjlsj4Hc8zqGdAHF4qiSEzUuaB/GCMdJZvs9RR61OPbOR5h3tWY8us87Blq1/hFtMFOgUlix4YLDCHrKKQdEZr0NprIebtJiX116SGnxwG396uT/1NgBKXigUSY74oPgjgaj4HZ+8vnk+fdLrH3WTU5t+NBdHBoW5MpgIQ0r+tnb9Pap+j+dqWZmM5mkif/s6UnzMPmibRXt8JvO0pssH2sbztDaZp+2TBW3jedou243kg334PuV4xrM4flkm56XHhv1OpnEu2u6fycS2x/Wor9N4MnDt4rfcBwYG9Im6S1X4YIDcXPy15+FDTac6jDGeFaI2R3/4LUDedU54J1O1LfqL9ajmVOC9ajLSo1otEG9MXgYLvK5SSFu35GdDG3WTw1Yk1DO8AJh+8UyN3OR1mKi3Z5hRvmPwdoTKi1fRDRKhzLKHFrPBmJQWnpsSzGg4Up136MCnLF5azK8zIKi8SNZn9TfWk79n81iG9aSQpIZtTb1NaqjwOrqs07B2rbmj3nLqR9aXNv/MpT3WmaduOs1/i+cZ6+rvmX/cq+MFlKNNYqjmeZtok8/6VNfpFV+Wj+xT2NSUTKdqm03TKNpmyoApIXgKmsXzNN3tvM7+wTrymdH61Wcyn+lnPJ/bp8sfCWGbdFOFLmKgVCOlGhwFzkg4mdMUuHFTg9zwt4ab+bzAP1hPdXH8Lh/vsDk73ucyiWpLlnZhHtV1LAxNDXjY1rGmvQpdBXqcja33MWCjIBbvZKwry9LqyHi0/GeT8r73vU9rvJ166ql6bf7wD/+waJf3UurHnXLKKenII49M5557bvrkJz+516fSPDx7KeBzVwnlQoM1Ci4WCsWtOxyRVOkkK+7l4W9gVeMwMrc29cPLskk91q/ChmplxS7pehLLXqQ+uKrzgAa8OaCXLli2MmCLOmdFCBrADdpKy6K0y8CmZxpxulk1Gziy4nbwIuTtbSDMlkF+OeGuNodX7elBWJxUZba20mSpRa7VW4OLkm2dbjBLs5G34za52GA6TzO3uloxTrpZSlndP15YGsU6JkQGpvxpFTiV4HOvJhL4A+xtxWGxGQSEBQRc5A+JddbkVPbkKGBCDlJeFqEfvq15iGzjqMcDDxFNpPI3ChzQwRQ3CBOyvodnVcTqWCx30BtRpDQ5nAXvCfJKeKwjrwCK+IZ7NntMtU6LcvPSpvoN3ZXhUDby+Ti1yMiA4dL3aSUZ8qYcqmY/CSxhrBeJMLaIbys8RCHF+nUTu4KoTo/a9/JxaYiu54NEHmJxPmX4Wlwnz43KXiAGjjKeTr1SJnmBoNMDCJKBh687ERlE7glydKeo08MuDG93vgElUvPwNfb4MHubXq8wdo7TSIkM4OnxGj6Y7cCwq/k+hfnWPT1M8ikwxn4xWdo8TRTsZFZUI8Ww58XzfeIxrv0++ZJrxppHC2QiAwpTQJRBGviOn05GIf/NZU6Q750yekd4Gz4yH3F9789Ovm1233RegQKqMA4gRHBFZOTex2XW26zs2rUrPfaxj03Petaz0nd8x3f02n/2Z382/dIv/VJ629velh760IemV77ylem8885L//zP/5yOOOKITe+vAZ59EXfJQ3f0kgvhzamwEBSQtWX2FXOlutU7Vitd5FGEmPJ5DJBYeFwBjgY+fDy9tgXLY/IMj0+AGry8BGZ6OTpDoMe9PJ67waBHPBg6cHnoVMGeBo9PvgHFFTWvUN1mCwRURFvoyLyA31UBPSUTlk1F1XkioAdhaKS0wcAmFvigUXCFavN7AwnaLzGzYnsP9a5iRnBAzMBGVk4NARSrP2puVHonQsGdoS2SNn1dn1ww6MkXM+vhuJykk/TOMa7kZwD6rwAuANRiSc3qqggvUTICsSQOTKq0K48xx4nRu6OTE690vYoC782y6zZp0pN4J8SCDFrqClkE6KEQJvb0aFiVeCWcUz62HQY9MShoWJyE+ORJLw1TvRC2MPrROsxTwCHDRb4OPELUAf+tvznCojJw1aFwRXFSXJPox8eVYiD0Np+0goKYdSpY32pmtwiDW/daOxi34hp7aJV89HoOzCcUuFANHwVYTgTjRUSLGj/anj1fFt6Wx3C7Set27hHehrIKroeV2W1bBjlurbTHaGr3Y7yW5x5+TmNlb5OQLlMIqFeDcLogsVEwpFk7me1MwtvACkgzpqyaAE3gWEAYmxMZOAjSnCNgHj11FBV1/ydC8N3TEzqWaKkBXPBcyhzE7pXlFukRTsZpqgQMftv0NYOnx0h2lLIa92qFAE/i53hP621SnvrUp+pnSOSaXXbZZekVr3hF+vf//t/rsre//e3p5JNPVk/QM57xjE3vrwGevZQ8ERwMwsnrRQgbg5c8X8aAy3MYTPTwAqvXB0QGWIEKNg4CHF9vMISNvuuQJg5TKj08Xd9iT9sWoAejkg8mPdCDsCwAH700fh3hpekBIhth1W1tFxYqLE4YOTzYjuFQAXh8M55WF2065kl16JiW2zn7duJCh6cHg7C2TSTO28CSeelymx6lhKhJyITEK8OR49+6fwFEiK/nwHesC1ayKqxDJzditAWoSYs9PdorvEGB6ao6PThXB9danBT3jhm5Xbngvmbnl9fagWIlD5CuK6FvsKhWsCbi4GOmVIIbUeZWVLEUey/MurnxG7k1peXwNNlnqeN4VPdkL2rMUsHO1vOE+7voidVGod/vn0FPCBjYwHxVSeit/itfji1EXoAtYwytPTeBlPi7Wo/bh4xJYZ0H2CiPKzw9fEiY7LteDtCDa6Tren5uBXiyN8zBRzEZcHps8vSUxU1h8LK8HLC9WfcaGJZGAkCUyICBrHt9YKCV/QZlsw/SQjggJ4i2yOsZUb7PNmfBzJdDV6s9PXH/kNNTBx9YEU4jXJ2m2WjNuzQvt9Xv6Xt6gonPkFf0hmsf474zuU41NagqU+CrT2XtqD5KLG5edBu04+GlIZHoQlCV8+smYXGSY6Qqr6vtCFZOQo2Tq6WakoWrLeG98ffk9ttvLxbv2LFDP5uVz3zmM+nGG2/UMDbIcccdl84555x01VVXNcBzICVPs8nywlZwBiec9RaSEUOM3ZHTkAfODHBKgMGgpwY5/fX6wGewX+R1KFgZDQKYYrIbYW0cipQBTHbf4nTqZX1Pj+auoI2BkIe3iReHAY+dtnO4eNiarc+AyH4zqMFtgQ6rw09NwRrosWPLOla8PDn0rSzUZyFssh28Jp6rpdZWixGWuHCAKQ5Px3Uqc25d4UhPE/OOYCk/hxKuoDm1XGnaqTpDX6gi4wlQPnF4evRv6N86Ag86UrfLyxE1VwAfEdF/okepLdoFHMp2Hv6mlwMno+dAVNa1KOipA7vswEB6UIS3rYA0D0+TfZWcv+NcVVprhy0UqbQ8qLnZw9vCA+Q6SQGTrD9buJ8MmHL3FgbmDGIDzG9hcCnaBpgqCw8P5+50GzO4od84WF5niDmBVozJNB2fegQI9MQ18JEfzFxFVMbAwBiXPdfIU5BR1NrxDji8zb05BjJHJSCCp0c383mIeOhAZFB7mHrhbRQVgDA3VXDEVeF/2PmKB2lbLkAtj4gavMY+0AM4lF59ydlR0OOLxY9jlAUQAz3SjwW+edHSjjw9Cv6IcdWLk9q9UOJrtqsZAJGnl705bqyU62ARatlLBBY3V0123x24ib7uARt5bXzukouPGqiZOagxRrZsEIanJxv6Dk0PzxlnnFEsvuSSS9Kll1666d0K2BERjw6L/EbbZqV5eDYpn7/GLnQ5D+PBP8/usv2f3aT54YnBtRvKW2DQU4KiAEbYHCCJvTbjPYCeQQ8PWF7cesUeHg8zy2Ap00qbQ4LydkB+UAAz9uIgTrh0Kdvg4cCkAE64ihzSxkBJZ/MLAA/Wrbw4FegZAjz6LXUU3DVt459dIw1vm1tOT9lmPZunxz0THI2G89Uk2awoLUwDFqMuzZAPpANktj565EiEstsEwddLsLbZwIprzfUCTPn7ycI6FxZMRjSZ3Q3Ph92X0mAaz1LtxdF9ilWwKmoaQ72HR+oxeOANtncrs2mPMqxDLaqyEiVo82TBns38js02IhDZQtLq8DTZ94eIp3x4mTyEjSe+eEmjDg+5aePdpXaYyIfoqtKAcaYGPYs8PbQ06zICOb5PTDz535IbzpcGkxvvjHOLNgI8+fyKs8LQ6LXRYpyi/EWdNoPO2seioK2OXJ+c8xNARMHLVIuEgkGP18fkWBm/CMhyuIFO9jvOwfJ8SAE9AqYsiUSfgwBo8PSoRwaTGXhKhIHNk3qQy0NelFG324qT6mNhBspsLIOnpwKHqistvK1Lcq7ZqpZpoo29DR6eAD3w9NDNgK7RWjwOxjBRKWoteQVUTg9Snau5wFmXFyAVpwGSnSrqMztPob/JfqAh9wZMI2yOol8y6Enpnt2rUS5hb3J4rrvuunTsscfG8r3x7uwvaYBnk3LcA+1GqiWFJ1uYoImMFjFYEOtZAAkf+HwMqCmm5aM56fJiSigQdBCHpikzWm7DBDXWcc95QTsdoXJOL121YSJrDGysQ0E8YINdgJ4in8cYy8xiUnp1jFpa2hnogHFFTkOY0jxxsPLyBKtL8O1nYKTuc2V3sV8BrmIdhLQNWSpAtRxTcWqBUvP44zAo2n0XnW6A1Cfk7s0RfWEEQhZTb5TO3qZeIIv/VW4a9wahHys6nWPwS7uW10hQDs4SqKj1UJ8lJzIozgLPKaxyvpS/1SSWY9rh6eHtAg+xl7AKbQuAzf3OF1x5AlewwuZQejsXBXPBsATGIFcYFaNRZhWyZiSVbnVpHp4m+ypm6c5GAZt0ewkEcf+yxMQORdwWSBjluuEwbTRRXg1TSAczWrRXHho1eFSeGx9kiyKitH0wt2E5DsLBh4KT4uAwjvvx6LjUP+cwEnEb/624AQMWvkYUbpzBjI2r9m2OEitDUYAfnxRrroiUtnCgGblB6hIR49c8TzphJJMBcjZXMCReIu1T69ko4vFQgU4JEmS5hdGhNIbgGmmTI4Q7h8CN5PRICINVf6Y2CgtcK8d9e8Zk3+JCmhsoItpQrcojkQ0Rku4RDqRCOgk0c/AC8GipwtCd+XgjUl5zb1wvuOGomKZ4zVXdDwyKvuNoYyccT+nQPgh6JNTNwfRAm5YDKcLafD7j7UcfOTlkC48ee+yxBeDZW9m5c6d+33TTTcrSBpHfZ5111l712QDPJuXo447Sb3svc2KiWWiM+zBC0uDOZu58WP2ZFzHWgZcle22CyMBBUV6vpCJmEFTTSA/+DZBGFMV1fk+utZPzb5CQB8BTWjAyABLKZW0Po2L2yAjdsma5FN4d88AoXTNycSpPjYCdNW3zCb4uzf0KFbQtIYONAx/tM8BMrexkn85uWviFvA/918LbEBmhe4R+UJIcz9txFiKsJ7ufijUogI0BGdXPWq/AwtsUGEVCrldoTl2azcwiBKYX9CvXYiqgx+OMbUIg7DK4TwZ6YJzVcwcrLexg6of3ujthxPPzp6rUEeIGgyCUOy6060Y9fw81MwVDlxgMQZXoPQaFee0kxUTB6/IUxwcR66iAnZhkDN3frS8N8DTZZ1nbprW9rIYKCAvgEZ0YEQHeWxbk7MBloRPNHJ2geXNcNBST3tB9nhjOYWWw+KqH3Dine44dXeBGNxAahBeIlsGbwVsXXiD/6oaXF5YqOKuqem7cZ0FkgDg8tGvoUwykZbuOsURWwClDaoSp6/RAydm1FfCiIWv17FrHV2dpqzzboiP0VFBvzL1QAaqEvQ3hbQzm5HvKRAZUlVOBs4URqJdI9+v3X8djMYyJJ8i9UmbjzDpEDVOZGAf3PZ5KYTStbk/WtR7e5sZAvTbFWqJLLcIiRW0b99iowYvvjc8RNMpA4BTuvxUVlemCzFMQGRDkduT0NHY2fnJDu0WdHnndEP1A6E1DDuXZz1sYMYNFaqyQjhotSTk9YETYFxFWNgE9733vewPgSH7QBz/4wfT85z9/r/psgGcvBSFG7GqOSXY18IfghcB4jMEuzA7Ve0UfHfcQksSgpyYtKLwxlcW9as/gaFSBntqrk00mOI6waqCuDptVPBcnPDcV6AFvvjG1ZNBj4WxS54ZzezLokYmv1MTRAZgMbQA1a6NZ6GKzcmId8Pfz4Movp5EhWFIhe1Ty9mYwc9ADIBCczKKP5gZ6HBkifE23nxtDyxyeHi9upmHYasHr0swjkmNYBwCYzNMUtNNwqbg1U7YQQJSvhN03i0d2ZeiulkjIhVUXoSDKRGTf8Qx57mnEcUc8N+XuCOjxfQVochAtIM4UQKagNU9PPvbi2cIcCpawArS6KU6sumQt65nimEp3BaUBnib7KqaLhDrYa9PohBSeAgMuABhR4DK8vzaR1bFfJJLxM1lIeFm8nSMazLOUw75yPz4OkLGj1IxGxQ8DCcK4IkKccngcH/W9QAOeHvuzCmHj4y+tWbEsvFMMeirdLMARoKcmG9JxqjCE5lawvknh8WIMcxSquSJrBnrqMc4AEdwNBIzAZKTKxMZ9WyW3K3ubFiclveg5QTgnzelxMJDP10EqPPRkHLOC1tLvtmz8ZxZQJUHI+oIDBZnIACk/uL/WFRMZlEZIKAfRpeEjkt/IvZH5AUU3BDePL9KjcuAL0CPnM+lZSr1I6QwhbAhvy0ZeIzQQVDRHqqp9HCxJm4Ai2AYQzmiETasDeEb7sfDonXfema655pqCqOCjH/1ouv/9758e9KAHpR/+4R9OP/mTP5m+7Mu+LGippWbP+eefn/ZGGuDZF4kEtD64BfNnEeQZjTR48kIGPlgP4IRGXUyIA8TUUuTmDBWYzJWea8IB132Fpwh1HxnocKgbQEuibyveZSAmEw/YPnJRUYCJDHCseCiAUg16DJgoLSSBHuu7c+9Pvje4ZgamNqalln6BJawUWky345fN1+dpBk+PTxjw70SsSO7pIT+HGc9kO3XpG2DiEDdRNhJyMgtPD7xA1seagKKZh6swkPLrJ3P9rFRM4cqKnm5ahrchb4YfwwhHoxwtDW/zyQy5/bUdFiz39ITSBFDmMICuen4VJLFrKIN3U6TsNWQFlEMGh3gMStAztMLWlgZ4muy7EJOhvAMSnhoDNgZvt5oD9LDeCU9PVQ/LfxjokXeb6/TgvRZefX+n6fXD5NqMQBZqCvK3oLDGZrR5dDHqEw9kW7+Dk56nZ4CxzX4sZJfDutwXqKeHhhOpVYTrkY8R2MWZ7pCLE9fBrvkYM2yMuXEPutStd2ksdXoqgyMMbqorYgbvoewMAqXjIA5wkoO51NPJ7G12nMQgJ56eAD0CmAUNuI5HeCAAEYxcuDda/2ebIwZfDAUleTs41GpUHs2nZsfCmWAT9YPI8ZgXyHQYiIOk9pvcMFN4muejBDUGfmx9Z2mjFBl7nGVd1+FQJ65Diaw0e3o8nK3HGMrPQDxLRoLgaV7ZS6S02GMtLo6zt5A7TwFYFRkv6eHZC6/Vhz/84fTkJz85fr/0pS/V7wsvvDC99a1vTS972cu0Vs9zn/vcdOutt6av//qvT1dcccVe1eARaYBnL2VUe3r4dSDDUDHAVgNYAKL6OanQE/JFsgJy7VARE4SnJ5U5OTGh9DYGQT1SA+xzYNtiUhyeGRAUlJ4e9vyAdc1Ozaskj3MV5QA2OiA5qPEPtrFTn6tnSCFFBXoMkJShcPD0iKBCM9+fzPMWGTqDoId9PtKfeHNmncUlYyCTNSQHVCpLZ0+Pby1KTtpHUsNHhvLYW45N1smGeILMC2S5QZ7LpIOnACYPYYN+84FZa326bgkaWo97NqVCtNN43FhXVx4XswRCE7nyhgeHt5djIcrqwsvoRmY5Z9zDuO7anyf1DDz7OtGoXzY8+6rAqb5ID/RQLN4Kid3O5Y579eBckwMhFimAMFc3ICC8jQ1vnshuORF5nLKvXMMnZvJsgUBxUmV3G5XPJNFZmweJzEFI5vbwtoJ0gGKb6mcbk3Mrppq9OeF9GPD05MGVKJKHAFA0eWkIzhmitkWhOuzpCcGEWsdmnHcGGFarTa7POHt6Usm4Ol+fppHk3uC6qy7PdODZ0+MeHBDTwBMm7WZtdGY3N6zB0+OhaayjlGu5F96Gwd6p3TS+i2oVxbRk3c5Zwt40BM3D3vQimWKycLfyOgroYcpqUx2W24pIMmN2c6pqYEOaqBi5gWZ6+iEbZMquI8xr/JiRiwo2U9wzi/qMyOvI94m5B3J22NOTSQk0pK7K20E72Nly25DiO3RyeDYjT3rSkwZp7CFyrX7iJ35CP/eFNMCzl1IAHIQLFS5qrq3D9Q7IYgYGL0x8609VXJQnfjawkHWc3qHY7+C2tD7n9fjvMuwth6jZOsjTcbpg2md+ybuFHwUcnmQYXhx8O3iBJwaAp/AAwcPD+T9Up4cBj50+IIlYYAjwZFUeUIbb/JZGeFsQL8SwmUEPAx4jK+jI0+NHQZSiem4CejS8zbfzC6iDrIe3mZIKdmb/SHib95VKa9tkzb1Ac55k2OCeQU8EWeeb5lmb2R9Wm+JEZ+Gel8+Y9A9DIOZS8UyQp2covrkTDeHxzQWgBnuOEhVU4N+VBT/r9YOu1u0VDG9rHp4m+y4+MUGOo056UVeFGL6izRL8+/TFlhQeIWrQGai14yxsBZEBRluEYOHFzi5eAj0LJjgYlFUqKmrkCIXCpA95f3oeH2Z50xyc4X0D/BWHxkgswv/KA86gh4xpbs00kAFgQh4jbZ4F6AHxAYexdetT8/T4tkF24CHDWtPNC4za1MNukgIi0UtBO+1jqU66DfSkbdvc4IRBFP4R8u6rBcZjvmpCsRh/QSQD0LMtcjELTzyscdV8WB0oBHrskbGIAhwG9ifFS73Kk3Wl8x8DQYatx0U6gREMCpGNeXZY1jhvdV5HR1vJCQv9dFY9GF2zrcDZ9MpoBAtho2eH9JqBHslny0BpZWRURShttN4WlwZ4Nil3fPFO/a4Joy05rWTeKOq2cZhA7mAA51crVGN79inAggbL3hDN9MA3s7GxJ4dyeADQarBloW4Z7GQvDnt0HMRwDg9929/G4gbgwuAG+T38e1zk8GC7TFUdxATK0kb3JqxMCLOLK1dIUYOTbgM8PbwNwIQY5yZKOFA/CQJ6JLxtntZFoTnYUbuTJJkqWBFlh5wev6aIY0d4m4QW6K4Q2mbKSyKx1dPjDHG5ArQVV51OnaYU1JjeHuFtzggXVmD521nxwtODE4aBN8xe+ZkLcMLRFDWwhqdHjrP3nHs4BliT6umEWzY1AZu0SuQTAAn2e3WEZ5pszoxNW1ga4GmyrxKT9pww4DM0AT3BX1UO6Gq1rn2LyD9BGGk24sFNDCIDvINGPJDjhCyDkI4NPdPEfEh0HMhKrlzuHZl/iMBNhBxVgAiU1AyEhnYb+Ggo5A1AZvE4YqAnK3Qftm0bVNiMWXUuVirXXdg6nbK0Ci+XiLCZsbcFnXWk8Ni2MjMHOAUIHYsvxPSLeGsMTGU6NQ10dsrq7J1yZjfynMU5w9tD1zHC20JXQEcKkcFa6IdCTwTo6Y/ZAD12uaFPQTvty8XD4ptmymrexp8IXUeABcgLhNDGWN8yjYeTI8GghrkOUJqHsUUuKs7RQ7bDWFp4mmwuYsF3mWHVa6CiE3/2U7p792roJRUl41rCe7PMOgdZGuDZpNz+r3e4h8UTRDUEgEYj9mkWyYceI0yelII6GjNQDI5ONZ2BjFMOV7TW8Lzo5JFY2IKJDd4jsLkVjG3unqY2HZAjD95jTQfq66jjeQDoGDNbF+FnJeW0e2nGMwMuAWo81M2ppTWszfth4KN9upfHLikBH93evEN5yITVKPtyKocBrVkCIQyebsCKQLGidwlRc8pqDGRKgK0eDPHWWN1lPTL35ikslsJlEfpmeTvy3xxeHqcwlxo/5rDPx4e6BzKg5yTBjDYkXnimsfS5dgI2jkJxqe/Sz8QDORwlni9Zh0BPGG3huOR+ayHAHaQJfJ3xzMlVwvtDHyNWEMY5oqNWClLvTC+qLwtK6ty+KrHSDfA02VcBCEDeDiZdpq9sQms5KT6Bjhmp67PwRmDijdAgf7mJpMV2BAWDsG6mli4dMAX48IHYwnJLuumCra1e7khI9agNvCUVtn/PLR642q/9HW2DF5Br9uSrSs2VY5l+oeizh2CFQVPOU7xoEu7nDGdMTW2FMSU3p2R8NdrqURrNpK0iMlAQZcUvxQukOtcqX/p4KHMBGzPHWosHGfpyb/1vuQ4CeiKETf0tfg3Xc3hbzE0Aiqa27Zp5c1Q89zLMfsrutpaZ2+YEemS1cINkzSWgx4gusveD/U/CsTYfCYAr83okqgNgQ5QU8IostVC4nOdT2uJsjoV00iATAOGAX7bs4cmYR8EXMdSWIWxWi0fotwP9Yu7kxrrxZJ52rNLMe7T/QtoOtByQI3zDG96QHvKQh2ii0TnnnJM+9KEPLVz3zW9+c3riE5+YTjjhBP2ce+65G65/oOW0LzslKw6ygmUqStTDcUtb0E87Skbx0apGj63v243Lb6af7tFQM1ipl8mH6PAD6PBvrcHjRUNRO2fsLnOhj56gpo5ZlNQzI5+1Lq1NOgUu8j3xD35vm8zTtvE8bR/bd3zkZZ/M0vbJzNp1vVna7p8j1qZpx2Rqv3Wd/L1jPE9H+LZol/53aNssHTGeph3j9bR9bNvLMvlbvo+cTPWDda3NPjvG03TUJG+Xt53psdp20ibn48ft53PkRPa7nraNBMQJbba1C4HCDjlXBXcz/a3Xxtv0Okhf2M6X42+5LrIPDf8rPiltk2st90M/zHRn90apNgE+Ue8I35MMaIuia8qi5nWiKEa7yPFiQjhIeIkWu7TZi5iPtVIU3ldPicT7M9QzLNCYIBUuUFtjBdzsDHiW/TTZdzmU9JKKJI9XYdVh1YeVNgxxPgFGCBuYaUTiZfR+IwzO/oaXJurFRBFsqkeGiTuOLcBC/rc0IVW7z5uV3/R+Z8Li/M05PWYYciAD703YQgicWcE0t5V01YdsKFjm4EvqfuW/uzSfarVpWw6Qhm1m8rHl9kH9MF8+LeuJ5Y/0O9PthcWtPr75+izNZzNjEKVtbJ9zbTNQCWNRNhB10q+uP9PcR1k/jEdCciB5Pd4Wy/W3fBz4DHzE0CdgaySeQzdE5d/SJh4o+YiHy5fr3zP/4Hf+nvg38n7t28LURW9aiLyTIVUf07te9iI+9lvC2+SD3/wRXCbGyVimtXdy+9qaGS9tubf535O1cZqs4R0BGLKPtO/YvvXBQchQTclFny0u+/2qv/Od71TmhUsuuST9zd/8TXrsYx+bzjvvvPSFL3xhcP0rr7wyfc/3fE/68z//83TVVVelM844I33zN39zuv7669NWElSRzgN9FrWUkfUshwjE1hFOVoSVFe7TKjzIwwBiu7o9Rxv0Jqpxl9V7Y5Nh8xjx9vD2gLmtJCewF50Aj3/gmanJBjgPx9rcc6MfIyfAQLVWTeoFMEwECCQHAfgWoDDGb7TPijZtV5CRwUOADAUY01i/+DiYkf3asdI+Y9u8L/4YEJrqejq44jj9W/qVY1IGOjrPNQd7uA7IT8Lf1pdQbaPgqn0j7E/602V6L8xND9AjoDMXi/Mn1e+zeoncU4fiswF+AjRnbyQ/T1pQjZ9ZPHOyDAB94Nm0PsTyZd+BTeDBFPrOBRuGUaGaDOFdQQz91h9uFwtY+Zb9NNk3OST1kkYciA+carWwFUEBz7hPYoA2AKIAO6X1gfULm71RVFObK8xU6DKVvocIIKb+tuGKFtaxbgMeHop7q8AJ/c1ApF6+aP0avAQQKvuaKXCx5QpQaLu5AhAAE18GUCPL1+Xb+s/fts1MAIgCJv/w3wJcHDDZsfF6MwdM2GfetwKU9amfax9oybaaDwmwxOhPAM9GoEfq9BDoKb+nBegpPtImIXnqoRGAk781D1cJoE3vcbluy9FFjT5+bD1CxL1BzAiLqBOLKCHDoBvm5HWwuq6gkgZwMUNc/drwxwCSMLQx2KE+VgAchNgJL/HZ+ue03x1rr3/969NznvOcdNFFF+nvyy+/PL3rXe9Kb3nLW9LLX/7y3vq/+Zu/Wfz+lV/5lfR7v/d7Wnzoggsu6K1/77336gcihYkOmMgL7O5ZG+DpicfoS4N9HqrRXlnRctJJ5Q5Fng6FFNRAh7bk3RRKCssWTEj7tXZKwoCsI6swNh90cp7OsKUlGNqi3Sw2Rbibgw3tx2NoM2FBrtGTqjweG7hAPc1JJSYIldPzl8G9wPqZlnpNmTjzBTNHv1sQR6Ckrm2TxkYmIVlTZW9jEgDL3RGiAi1AKiFsWnsCLGoeSjIXVh6rto1QlBgoZVtpz3XzcFK6RInJHJnEIySASMk9nchAmdFy8q3k5eg5SPgbAxeEfOPyMQMhgR4uPMBtxt7GYTF4nqjeT9S4qJ5zZbnJz1kB3t2CFKxwxXNummcVyQogptaXUxjLrtfk4Omlg6GbNGwNWdUeYmTvDOXioF3JCkC1SKAnPB8V6NFckS7Y2YLVDAMO2p0VLhMn5AElh9zBHojjkUk96bWoY+dGFxQLLTy4AEIMdhD6hgtSERik+jdx/HtbvT7P4WqK60hUKW6CXHonMsD4xfm7OE5td3Y4P28ZrYPIgLxk2E76Ha/Vs2scjnhGhEkNoWeIYfY2Doym+6pjseSTbJd6OkZQEKYj5PUsqtNjVW1sGhl5Ppkdjev0GDOaF7tWJZHZ2yChLwVISdqZn3gGNuLpkf3PVG155Ldpd9H/ep1NB0i9vCL/BnMx1cP8zmTgojO5inVUDIHaxlMK7y9HLqBoOOZGmeENRAbWZkW0i6neKshoyQM+3AHP7t2700c+8pF08cUXxzJBvRIOIFayZeSuu+5K6+vrWohoSF772temV7/61elAS0ATBz1M8Il2uNWLhQFSaNLcSyzBC5Rf9cKqhn3jfR+ilx5iboP1jSmoC2sdgR6QGNBElmvtMPNaDWiCmCA8PKi7g3o22Yuh1hsHLlgXgCfn71gGDbxCAFh6dWJbKzxqDgauzjwqAQ/OP1l+Da4kU1Yz6AHgwdCrxT49L8dADfbk1NParvQJ4I2xNnF1d11a16RQGYw910dj562ytUZEKCCqcKh2NFMwJTqpEKeslm3lB/L17Twtp0dyheLEC9YkBxio00PPjetKW8+fjaIOE4Oect4Qz1Mx/GG/ygpXARveTpRHRTQQq2ASwEiK2oyhDbOjYsstLy2H58DJgdBLB0U3EXBBAU9/gUFwn6214sHVmlc0eUYCPbbTAarsV8dWNSwMWPKCIa4ENtbknkmAhIIEwCaICAPreXHINsIenBwmx3AKwMeWQg/b4pKy2haTBaWipY5JbPzuo5uo4ZNPJYMMpX5GQdRsVFSDluTXeHtmPJX6AuJRsVoDAD1Z74/SzOv0GIYE4LTraoWmLf/E+ZxjQNcEfCWgyZTTNpZ63Z3d66nbtuY5uCiw54ZB8S4hp8dzQ/PIasBF6HTiqkTtGsEfxt6Wi5aChY1qKRTeDtfXCnqMohoccjbui5HURPxAqoW1Ps/c+SE0WUjbLc8HBlNXLxJlobRwuG90g10/mnEu8xfYAWUgrn05IRDZ6kKvIg/a8nGNYEGLWEztHPqlzbe4jBtpwVJyyy23pNlslk4++eRiufy++uqrl+rjR3/0R7WyqiijIRGlhWJFsKJJuMH+lsJ/IK5YNYH0xdi3nBiAlwdgqazc3mj6p/IC1QeAjjZoLmfOeKEziMlt/QKkObQth8EVlNA92mkZxN2ywexr+NuTyHN4G8BOBj0W3uUAKYCIgZ4xwBCRGWRPj9FSA/BY8mQGkEZoUPvY4OkhwMOgxy8IisuakhBrj6REao9xpfUI1MtjwEYoq62CtFnuw2MjFibdsxVLUwY3xAcnAUTiAzcqWd9K97vNPTTT8VqfJlTikAn0hEHLnw0JnZvOwLbjjSDuUU+PhBLQ6F06v8KSy56XrgI90K3cB7O3+aUowHXU2ymAuRU1kJCH8tklQMTF74qXyvPhVtDRs5lQtRbStvX10sHQTRwSKtbkuYS6IpkcLy+zt+l7zR9fp2grn0kzvtmkEp5be7+9/o6zhek7SJuGRye83xwG7p4OeI0qibEDfAMFHiKPzAYsbAXoiT4q0AOCBGxGqxogG+ja9RupiDhXIaYZa6gunQi+UY/Hc33j9miThHdJQWqbsMdt9cm0ghdQVnOfeg0knweEAwaBcN3VwR9mPgdUDiR0TJXwtm1r+Xq40QrG3MLTX4hoNAY9o+qLKKsdaBjo9tA4EdFr2GjUL05qasMaVA0oEJ5KULurMoExGQWDsjpoSvm5USRjlNWml2FYNGoDASeCmUpaatTpydELtZFZXxvVpwbqitC5wtNjgGplZNQ8PAdEfuZnfib91m/9lsZPL6qsumPHDv0cKJF42lqMbSaHt+myeoXg/CWllEmtyXFbee1Fhmr0IP+HJpJ1bk/8Zga2GFhzDgcDnGxtcgpG9qArmkAy/FCtHR1W3ZtD+SZ1eJvnn0QCIiUhAgwx4FEw4gmLmrfi/hUAHyORMO9PAXhAse1emkFaalEQCpayTwgriRtbvDkZDPk9UouZgR7YaoydzZQXwts0/M1BEBjY4OnR8DYfoiN7RUduCWtIaSb0otU4bfUDpmkqIy9urntnbAA10GM1NgAK7J4B9Jhl0Bna1MoritW2NQtsZqIZkaUqTK1cM8dBj1quhkIlHQ/2ipbimZwbm03ARtLfWqdHqXSxAX2cTgdKuHinPKxn1cLbmodndWQZvXQwdFOemHi8j1Lb29ipjKJlyZVgfJQJdpirtaHrgx7k63AdHrdJ0BwwSAt0Iu+hdAyIQPnLwCYm0wA98CyFNyb/rXT+QU+wgKzA18+EBQR62MPj37bpfDgEDtsuuuZ1Gxt39L0G2ypbKL32mXrh3DNdGY1Qh0wAU8y4CaQIWcEI4W0YE4MtUxL8ZWy2Cb0VGHWAMTVmMtvW6cMlwkDCvGWReHokvM1prHHM9ii4eRbzCT0QPDYOekZikCsBj923dcnyL70/uEgF6IFuMiPlXHJ6lCxO9Kc9uOapzCFsGUybB9LUkh1c1MupZl3K1wTvG0LUcPMcjCiwBJspzgXeMX9NInQN0RNe9whljjjvR0PjhDSoG6X1FSmXcKixtO3XkLYTTzwxTSaTdNNNNxXL5ffOnTs33Pbnfu7nVLH86Z/+aTrzzDPTVpHrPv753jJ9Fxz0FKYe/jjeqUFLFgMjsCrE326VMmDDbaXFqF7ee52qQwHoQVhYgJz4Rq6M0U+bHivzZ6KeTg/4eKKhr8Ohb5nAwH0kDIQ88VDD1rzeTgAfHcGRnJhr8eBbB0Dk4gQFNQcO2ro8qdblZJ3D+M6gR+KmswOak+0F4IB22oZZDrYz54dGHUebfuAFElrq0cQpqV3x6eAs3g2Lw0aQnFfusb9Vqc0y1Z4rUq1ZANCjj6KFt4GFVFZQyupAHqa1rKo6JkuwjgGKQ3GZmz/i8uOJ9WaaG/VRO4EZfihr/B8r0sbSr+KWAXMAF/ZlGuvqZs5WRLE0D8+Bk0NRL4moPZ8sDwYgrPioWv3Vc5DXD+t/hIpWUuSkbtA2WMyT3Tugns5uk6hRFwDFDVekJ4M9raCpz+AFwCiIC8DERqQDRTsREDCSsUPi9eMC8cXKyGxAzFvtxi+fEER+jnjrFZvk/EWsL8epIWgYd9lrJuOugAdlCjP9oGBSx21zOQnttNbyiTpINq7PpF8HFbauHRjoxy1XSLYlSmodV8cS85nmUpxUwYnrIgXHY/MCrbkm9M2ypjDQY/FdToAUuWRdGoliUo+X6WztDwCjKE7qbHoeAq/hbXoyAEzzok5Pns/kZy8DGQgXjcNqbrTU+YoVgADwVJY2AEiJrrDVg6ldU6WqKiT4qK1OqKk1ZLRsC09PWiEZLRnSdrgDnu3bt6ezzz5bEzvPP/98XSasJPL7RS960cLtfvZnfzb91E/9VHrPe96THve4x6WtJGc86tR07SdvtFhYsaDI95p/K+f92KzTRkWm7FPxtz7xeJvkk/82+ulqeazLvwcoqicDdNRonzDdMCioqdCoWE9Qkwd5Oqi1I/GuoKJmamP10Aj9ct9zgzwcYSYD4EEhUfzeIUxo6gFiL475O7aNp0XYml2C7AESpjRztVegJ3VpTSCGm8nCa+IafixsZ/pXHgTjLwdL4s3p6TlXXpIEGRQJqgf8O0kIgYW3Wa2dDHzWJPwgSQHStfD+qCVfhlctTtql9TTWbCIAG92DKLiZhL4ZaIoQNZ2wjNN2Wa7b+r3y0X8elaKddU336cVGYYCSwRhEBRwOEdYpAoEU2s/f4WipvTn1Mm5TK1nNGJePgeBVKY7pGEzV9XyUclWrWLvBgZSaMOysgpjXcLljbSFt+yaHol4S6UbbPNTMw8oinMk8Aeb99JotFOpkteQ8dwEveXbrqwErSHN8HdNl5oU1az8oqSsSBK7hs6gtXCJwE3l4GTtEqnNFrbAothqGLQERNg6Y878CPQzOCrDjIXNVWFzBU4AiyQMAUAEWACePqxAkoxSGR1t/5oVLc3gbrlO+J3P11lBoot/juRi/thmtuNmtcjiasL6NfZ7iD4gnpdiArNdnzcCPeZskn8cPfH09pW1Cc56pA1SkfWoFRodHKyIyqK+Bntt6SvKc5mjwfG0U9OAYLSxANKvuW85zYjXr1OmCejvC0+AexKkCKNSRc7CkV9k0bM6fyYyfaiCFt00JhqD4nHBAji+KX9Nl1FcJIZjZPBj9avha1qcl6EnpqB2roZdUWkjb8iIxzBdeeKEqiMc//vHpsssuS7t27Qp2HGG4Oe200zTBU+S//tf/ml71qleld7zjHVoj4cYbb9TlxxxzjH4OtkiiYY4VxsiF18hF30Jrp6m3DRxhxR4YNMmTnz0J5GqlXbJXp15er+O9hyu6F34UxhDygATbiE/fHXyUtI4l0Kk/llPjoWgFQxtoJsmzE0xrnNvTBzxCHy0XikPXDEeC0MDPFcO0r6c0AriWPdDj3iEnJMhXDOvIdszQ5qEXsZ61KXGmHgvyduwxkBjmqWTZuLXNfTVqBRJr27qFDDtLm8dvw/UvUQhRb9r2JvdOroPM76flDbR2ZZwxT4/k5hTF30RRTDrNje1PRGCkMeWXR3Fy9SNcpNS7/nIMFyCNMAhnaAOCiyNmQMXnghUmYyMH4f6wQpAVGKAtSEJWSMj4vdS6TfZNDjW9JNIpiJBsvnVjf3RggxfbjCAoIplfumBSEyu+T3xrcGIMbbQMLz8KcLsPuucGQfhbVJ/HBJE8IGSlL8cco39efML+VVBSZ7d9Hguq74HQtVrx8jgS72XwodQVSLnrbMwp2Cg9VM9ADQEjTKKVVMA9+AgnDq87OnejJxwyvr2Et0k0mAJRvd7uhlBAYOOmbqbPRKYAsJwey+O0DFIfYzGg7xbQI8DFiQxwfWQfQnVN/n4ekyQeocfeRuwDYG+z58O3QcrtnMLbsA1OVcLb9DAQmcAssaJ9p0mKVRgQQqFRhEzjmFgZ+r1V75Xpp3hjGBs6UFZQKmGGuMQglvL5SG0rEGPbIi/QkNN0y8qohbQtLU9/+tPTzTffrMpClMRZZ52VrrjiikgYvfbaaw1EuLzxjW9UFp3v+q7vKvqRegmXXnpp2hKiD7HzwGPsp+YRLD4DPAYF6GGaD+gfjPj85tUWowFggwnjMOW0W8P8eIdJC9jTwzk9HgOr7TUbm4MeZ0ArCAoohK1gaqP6O6MiXwf5PhLSln+bpwc5OFaDh2myAcbkcKXNqCqhJHJqrNTXofDhCnAa4NH1NKcne3qgnnUAU1pq0E57z3675DwsL0eghiU/qn7UwXAcoCfsTAA/SmSQ1FtjhiSHQzbC21EKsAlSDLGo2vFJnR4Jb5OjF2+cKDOk6CjokTwisngxi6wY/TTaS5UQP2/wGrpnCPiDrFt43gYBNmIMqmdTxSmrQY+NhF/bp8VKG+jp2XM1LCdIDtKhSUs9EFS0cN0m+yaHpF7S99OqTYv/l8Pb4h1B6BiHQCFfowA9PDODpwf1utzLIzssAJFmelezutxvhK8VOsfjVt1rXozQAD2RH0TC2IoaA6h4qF1JWV1aFTLoAXkB5QUxgGJgFRuXnp7BNlBSE0DSyXGws3leUyJw0g15enRCke+ljpXlNVbQs83Zx5wcIAqcS7kcNXQ5I1sxafEZuYAe9fRIODksY/PUrU8d9LAly7aXEDW7/HWgEI9P3ha5Y358UqdHiAx8UegZ3ZZAj4Mvy+GRUHALb1OyAvfwmMpyUC2U1Q6IAHhMvVjdId2PgiHK6/E6PJYD6+882bVBWS3soZGPA6PfmEFPBrOYM2XQ0w9vWxkZLXnAK3BS+70Oj4iECSwKFZDET5Z/+Zd/SVte8GK61SvG3QpkIMlPhPNyfFPPzcmhUrCX2NhLI/kiN3kcj8ee5lBdIjIo83Pitx1VydLDz2y8mMTKFuBiMSV14cUBQYF7cDLokdyf7OFhVjbk9xixc87h0UEJ+T2cNePhbUpaAJDkoAcsd6jhw0xspacnAx67N9nTkx3WxtAi/Qg9dB5Kc39ynFMlM5DJOSamTq2puTvraSrhbZTLo4OzKiiZohhJgj1eUG5+T1VPOehxC5XAK2FvE+OVeoE8JhmRk1o8VBM3ZSNbzvdXQU8wzFa1IjxUcjR1pVwBojz78Gk6tw+Ant72EVqS7wGUYh06Fx4dpQC0OgZ9wM+gZ/V8IC2H58DLoaaXFOzA4zlfS11noCczq3m5AVU+NIHleFVP/EMtMDNMUGJD0FZhUu+gBOxsOjEfMHjA2hRUzxg/3fCno2SOkwjwr94jOZ7qnQ5cY56TgrgA+Tjw9BQ5PNieQt3QX+3l6YW3lcdgk9jRHtsY8Mj3jCir7RrTWBdEBri23ObDNAjaYLCEzt89N9Aj908AahQct2trwWGIefewdt0YbjRYwKqx2UEP6vTggPQ2B+jBoN+PXglAhPlPeO3WUzfa7u4dCn1U5Wmh6xnwZJKDsYa3ZcpqkSgDobd9qsZFN//RPXB9SE+fMaXm0hai35XEAVgeO/fnd11tA7nOjoKaKF9lxlmcp71S3WB42yrVHU2NlroJjCORbLnokujEu7/Yx+I8QLCCUKM71eDRDQbAzsAygJ7eeoWNzCeXCyak8PQwY1t+wcsQtvwC18QE/lFmtRy2limpM8DRb/fOMKGBrZMpq2Ud8dRw/o5SRgt40L5yHR6zYPpEXofjHKxWXgn7VQSNadpUBj3Z4wBCgqnWtuFQQ6alnjkDm9XZcWuSW1PD06MMbmYmMuXliiDq05inx+6V7H/mkQgGptjfX3h63CNmYWcwf0nhUo4vD7OYYQyLpyufAx3ougA9uHDZI0PP/5Blh9ig8jMIZYDzzUA9nlEHQ3HreJtRzd5G9wwPv0wkpqvn6dFwxyVzeJbN9WlyeAnybABwupGHt1UDvIa+eVFJi1KglzD4da2IaK7dw4CopqwGOLJQOAsfwpjh5CLwJnkCXoSwwZOB4o08OFc1fIYoqyNsrPbw5K0Lz03Zeb9OT0FcwABJZIiWGmPpgI0lh76VgEeuleSMGagZ0MEROla3USwxvI/5MquBS/N2JKfYPWYFSxvAqIfb5wOCwlBeAA8Cy5Vv9NSKnJ4c/qZtXslztOBChRcI0QTMFDhFcVIZ182rFNeyoqwGS5sukkdMqjeAhME7RBTgREHPtsrTA0ruHN5ml5lunmJBp6zG7fE+5RClXMXUn1fU8c6vhecC9cLXMiV1Bj2rY5TrYPRYYr2tLgfEw3Moig20+AFi6XrG6H9FeBsNMlVOT81DBR3BPob48C4Kb06ZD1GGt7GVHrkUAwMqDaCs62DR45ye4qPb1Hk8XHwUoCZ7cCyczXnMyIOzVgEe9vTAwxPZNJKE69a0mpba7o/dG3iT+C5Yq13b8PDEchncxD0uIAIDLfJ3DJhZQc8+LfUEnh61Tjr4cTUhVqcxcnpQL0M9SkYPLXUzdquucU8PRBXczCme4WFyNQ5LnTC/uaU3wv0U1Mg1Ru4l2AVwSlZJWh0uMboTDvfwNgAzBih6+j4xsPCM6nlyox/mI3E+COXw2kK43nFv4AWtQkXj3sDTQ+8SDkrPb7J64W0V18Ie123SpPdc0NRO3oe5FD0kT09hsZAQ0Xjo6lLHxsoV3pF6BtejrMY7a94lA0tOnsDC23JoWTTbGBdgCN8RIuaU1eVJ5/XYUVF2XIa3AeQMkBrkTxn6piF8i168jd7HOAaKIED+koe3DYEepqzOQxyFwJnLv1TUnuMzX58bRpDSBsEuDQYyBGxTDTncws4rz8WsENY8Y2pLQi29fVsYnPKY7sVJ43ZlYDKqQQ88PI599TESL5Hk9DAQgnuFQA8DHgY9AuydYDuzsXYyVzBPj2XMEuDRe2DhbfACsVPSwtsAduHdtEsu+a9qVpyxN8ciOBDnBtBT5/VweNtKDeGj7CHe43pbXBrg2aR8/hpLVg0sAgk6XP4gHIBmfIUl3SeRvfCfPJUT4dzT3sdX5MlmHd5WH1cR5hYjPJ0UaKgDOPTpq0EqZ4CGvh3UlHTT5d8KeCikDaAnkxk4iUEQG4DUQFIScwZN5Pi4cl6rK+NEzgeKm9JpBmSwv+pXFWOdFRnlLRC+5nUCHPToHty6Cve6qABxj8swPQs6UYs3Fraa6VwGY+9N2HqiKFmX7tW2SvwEjKzALHGwl6r1SX4pa5LXA8KJ+D1XC6Ba+XjwsudRruHMKqWSpdF+q/IR0OPxzSU4gTKoEnEJ9Gi0AoOl2IcRLBQgCo8/h7dVl0F/W4XbBe8BuEHnjZa6yWEj9u6QEnCLhUwIhXoXvzXUmsAJ6lqVM1QCJ+YCLo0Lsa2bv4cAURQj8XcS6yPnR/NQGDSh/s+AsQJ9wBNOyzMV/QLwgUHFPcd1OFuvnk/qU2ZrPZ29naXGoEaX0ROTjKENOZt5PMV5GWM0DEAZKFkZAwtbQz6J1VgzQ9JMPT0OVPzaa6ijskG63vQJgvWJGbofsOb0eBiWGtvsondCZCBFT+lyu5ZQ0GPL0VJWGIwrqzzcdDHl2MVLBNBjnOTk6bHnLwggaEMjMihZ0kpPz8wp16lEhTK9yb1FYVa/nnwL1ABrwEh1cjzqUktPagCVHh5+9LXuXlGHJ+f1ILxtN8jsVkFGjbTgsJX7PeB+BmRkkNKByDnKbbTJoTVk8c61cfIEL0JVvZCbtqHOjoQSeUV5/Y5t3epR190Jdz4Zt2jg7NfZwcdq7Njz7ADBi4qabvRcmyKMzWrvyEACjwzac7jaVJdvc+rpyMvxzzZv17YgKwD5wTRtD4ADzwx+T9M2/dsgBjO5Wd2eqdUrKGyd+DsHqEHyX8UUvsSxrni43g5Aj9wv8QEhYE8HOqW2NJ+QtApkUy9RN3bQI9fZzkBBjyZu2szewKmdkVyj3Z1ZrkxtGBWC0miOZ17yKasS04uWfDlT7xJymzBXsIHaKkj7B+fnbpiRgpryyiyqNVEs711PtpRCeVOoduGqzLU1otaGhZw7/rbf6gmqPwr+pFq3xJbPUyffohxlmbevEi31snTTjZa6yZAoZS95eHQs8cm2FlfG8+OTQZ/Z+fO0gDIjZm08Wae2/FQWHxlvEJbt0VL0nuvG1WbklvF+wxFEdXgQTREemflQUdFMMc01fPwiUd2eEtRE7R4cTlHEVLxWi43YgbkG2hHFEc4YvQej/Ld4w4R2WvUudIQ1Suibhh7rTBpRFjZ4SxizLJ9PwOppoAUYVj09ol7cOo/Ju3YsBUilyzUhMgCjnxUn7aYChro0XxNfRjwI2aMj4ISMsnbqrqkknFiOHyxshZiZrrBQ2aZm1RXAtEaJpmD1k3mKABtZNnF9qfrXSB4m86nPd7K2DN2vRXdlWyMMsntklOVKMuA5rpYLXD7mgsvEi2QEEhmL2a66NFZiCPbkOKhx7ojMBZTJk+SX3MojpbbEikjXQtoOX7nfCUfnyZi/CPaNHA2fuIJXn7/VkgKLDVwkMJqB9QaWLCgbN05RewF2EFoEgIMaPGSMs2VUf8f/xiRYPgDx4b10I7keooKZMndHywVF3Z3cLt8yZkleiS4vyAm8fSzruGeHWd40Cd88NcjxCbDj1NYCeOC5qYGPMbjhsrF3x3JynAw1BloGPGbx4a3QYgOkUU8zQ5v1ZVYgZ2gbMejJJXLWlS1NlIeFtqm9Si1FYum0wdiWyXq+V3X5z9K9YejyEARJqpwLIPK/vdJA2CjFUAaygplbDskQKxYmUaJCox0zH0oM1dBLsj5l78tooScHzwzyTrF6ofs1PIFY2XSHKGhb9VWxt1mkS33P7NdI2dtQgRt3e/Wk5fA02VfpJtvSfOYhxwUo8RA2r4VltNM+odd31xlK9P2kPBF8xmKwwShTm7StiiLY23K9HqPxlVmf1QLzY6RoAiNX8AltZbyP8C0kuhOiUBpsHQfJ1VNQSZcWwGBc43qjAXr6tSD6RAaZ4c2OdwjV4OwGXNLozgdGG3bJ+ChtUykiamNdLzRY7Ttzpa1WPU5tRjudi1KjOCaiFGce3qbtFsOVD8sHbC25Cb0DZ5x0JLmbFN6Wb5HU6ZlaeJsXtC2uoZZFk5DGfP01P1HW1etnXhd5IBHWpv3rttM8//FgBLBIj8WQJ95Gr9OjHAoe9SAG1JkqLjvgeJQk1F2zygyt5vwk/jZvD3Ngq2mvo/A29SZ5ZLnaJy0vB8Y8Dm/TqGrJhSL+HLv0uCBWL29lZNQ8PIe52MCn0163DLDdohg0e05YD78F4RYGQvJ0o7fw+mAQYsN47T0aen9oQCVbehxnhP9EXowrRHgGqvycqHkT4Wr2t+XuZGAC74zk+yiYCdBTenq8XGdBYBC5PfqdPT1ol4FNAUpMqrPvJZjYwmKD882epHwFSuuk7DM8N2SP0Wvv91K2z6AH61p/Y2dvU9Dj+Tw5MdEUvnED2I2Em9xNZj5QI5Y+H6MUcBXQg2ORELnMfueeHgoaAOObgp5ulrr5xAdpG63DssXhbbqrjsLB/EF0j1N4B1U7cgxm9WzDa1nq1WjTArv63gw9q7k/eHaKNgc9Qz4mnTjFMfIRrY60HJ4m+/wM6b8yBrmnPowlHgoFYOPFR8OyH3TUxlUfdMgMbrgWDysgtLnXhf3rNl5gu5yHg3FF33Wq01NoKjcCAikFkPBxATmDCkB4sObwtjQc/YAQLwY2YHBjj05uK5eF0ad+gTEGQ2FXba5M4thREBqNigW0yHj/8gOgKXBQUFQVOZWxXKxvYMtzA6sa2eDp0WRNOmYpjD21BVqgVGmbKacIOTOKIcaFxtM8HRAZUByCfc8pvC12lq+9sZCriTJaxCis6k+O2djbRuXFN4CkdXr8PIO0yNqUcduNyRq2p+1eh0gv6EztZhoKSGQGmFuYOIOdP4OxCMx37n2DUW5MhAT4TZGbVhS+oKy2Z36VSAsSHsJl1tvi0nJ49kr8xmp4Dqa8hCx87hWWCy5WiUEqQI9P9KhtUVIbQE9YqjY4PLysfXICDm+DGoA1DS+kAZxwFAFYeIhaBkIoDGpeF6adRnhbrqVT5fSgGCmBEWV0K8BQZnHj8DckJSJfJ2irg73Nbg57eiy3yK+Px+7mu+Z9+vVV8gGeVvuf5kCT4mYAPeYVcntQGo1mXovHPH0GZs3jNRLLlN40DY52pcjax+sSuLXU5hUCAMca4rebPEtW6aekkGVPD9YUD5xWmZ5NHGBZfaAAB6J7UGk6QhT8yYICAtkdroPn3YBSqYg9r3NvQMoUz6IodAc90WGuyYPCCjnXx7dzJaGMcVCKvE89Xrknq0VUwGKTreUURiMtaDIoCKWWEQK1dtz6b29+poQXUCQeA2NV87FQPCca9sp1esgAo1THJZFBThlyOmwk+FM7imGK1b9w5WAd3U5ju+idRt9izJj1NrNvGzd6lND6jlTFQWMVVp5ORBC6mmAR8ypUAMiwQGm44UPIIHPgfeVcHPJ8Qe+r51/r5eR1EFKF3BvVLRq65pNvr1Ej91kNTeThQY0lZW/T8DYGq7bjubOsyX4FIOiZIR4L16SYKWJOo/ELDnryLbIC2vIcYTy20LG4ecXxoeOopWCeIGdvYzArQEX54TrnwtaQb68nh2BOzYmS3QjJAUdjBuep5bcWIZQoiZDJpzJsN8Ok1eLxCntzABi/b9Jmjs5QgWEXUOrZ8BFlkLUC4CCk0VI3GfU8PXmAi7EZLvPCA4OwALC31d4GH8jZZVR7aurlRNKSt4HFfuheDYAgB0dRFQigJnJ7/GUmwJK9Oxn0lCxtVHzUCQgAalCrRz06yIJxUBNsbk4BUHuAivwdstQAcOG3xf9iEELujw9SBTNRZnDDHSKfF1nvLD9HQY96ejIVowcVeC0eD2/zcjM6zHlCqIatKdK12IW4PRqHANCDuASPDyBGUfvYwC8KT7xnWgubPD04F23XATmHt9kkyBSlRaOI14o9PTlcTa2NCOfw+ITwsMBKOfSAoTo1G334WWTQ44yB0YsCLfI2cYQIWTQLT48rZvP0rJAiIWk5PE32+RkiHmNhcpTpmRQfBmV+eF6UxdEK+Vp9rnnOS0V+zLwCPfHJDG42BrhVI0zaOUfGdFIGNUJ8Il7nSJIP8eNDDFR4c7xVAZFNnstsCAkLNmv+vGJ7pK7LhZXjWIc+Aj0R/hbvZQ55K1neHKDAM92jrM5AxcASW30qDw1O2cdCDUtUL00ZPmwAycbtYnZN4EZIdLROD9XoCfusFCdd87h3XZ5PdO65N+rpCcrr7M1RuFywtwXqJE9PNT+J64zr4Be8uFaYvLiCU1CccnFSqdPjBAYWduaeMYBn8Zboci8qqnV6KG2gIk4wmh8NcDNgph45N4pK1ASKk6qOhUGuoqxWDxE5P+01qmin2Tk6Us4fNWRTrs+qSNdyeA53yTSG+kKIcnBvTvgUMFnDwBjjaB4NzJKiVCK9Pej67gKH3T3ydmJ7TN7pN/6qrEr5gzABABv+uJuYQE94dIoE+LLujgEg87QAuBThbczGBrKCgsGN2NgAkor8HaayzrTUFr6WQY+xu2Wwk1navI2unSl2XIWSlhoJ/RLypRYdCqsw66GxvAgNAhQ3bEIIpTNPj9fYcTOQUXqzTgfRBbnTPbwNyZR6pp73JDHregyanGwgW3N2FNyap0fJE1DrwmORNVxvbOFtpp/9XoIUSR9hy3TN0So+0FuSUlaw1A4rY+Y1pY8rYi27QCSFESsO9rah1wthnEWYi3+iYF/vwY6JVb9Kz9aXap61x3WbNOk/F/bi5WmehbfJ2GZggiapqMWDRHYYWABoVIcgKa8mLmBGL+3Qxr9ItqdcHvYGROiceWzyup6sT5TVMVa44lQiGBjxAIiijpmNrRqim8qcmwLBVNFvEbY7kMuTyRKqnB5+WX3cxLn3b0g1T8iXy5awgcnBFXt+am882iz0zXOkfLKd+xCt5KCG9hOXUsPbnMGzmnQLH2nCE+TjdESMwVsT4W1eAFqZO7vUeXFSPF7FZfDwtmgs2GHhBXJWUiSD6uM3Ik8PgI2dkEVpW16O1bjjUV88OEZvLhk8Vpcua5P8vvjTCSOpFw6VuYJqH7p/eJLNgIg6cTm0TVUlakmB+FC9Q13B3lYw8q6KjFoOz2Erd35plz/6JhEUpaCn59eOv8PFXs7PvPKwzlqLFwGWalgFehNKMhjxsiK8esDakqeeIh6zpH1kxdBxUdECFPnLG+CHuMsKAJQ9OLXnx0LPMv00ipNmb0/p4QFVdc/D45YZeHoWeXjwt/WDe4Y/slUQYCjfNuP1D0UYgMeUjnpzpH6OukEy4LF6AAaIpE5PeHiKwbVL61LALPbFBQjkn/XUdVLkjSYeuJddSvc4tbVhDQtlC6KCuRU+DYAqsc2jsXqCVL3Ms1JCdAF88Orp6V8lM2E5e1vvcYJCHhrBWeHWoFuOmiirQxEGYKJ8n/q9Ea2jrEL9R1uPhDw9M2FuWwFpHp4m+/wMyT+av2CeaPePa4tQptjbiwIoTjig3lR7CTkUDeyjuagjKa2Ie87mbAY4mXbaAFOe2IPIwMasLOS3UaML2MrymeWQueGwVbBsZeBBxU3r4Snm25kMYeTgpfTolOCmZoILHLQHymqPwi337xbNwtNDx2rGLGHOzJTVMY7KWD8T/ZOHa/DPyPVVIgNlfy6LkwIciacnSXFSFKUhK1WAHoR0kKHJQtQQ3sbAxcdYgB7keQK8oi6TdowDpk88XmuWa4qD1iKkozTyWjzqTQx9aDUBjb3NPY/UqUWryPMnwAfPF7G3eWh4Do3xg8I5K9OpXBFxl2VcKeeDoJxITwBhjxM9pTqkDQRHmF913UrRUnf6Tu65Ds8y6xxs2fpHuMXk1ltuz4M4AwoMYA5scg5NFoAXfteLJEofpGEFD2uWW6B626HfyvtTjNPBoFPW0cHf6l0ID07O4zHAJGCFwIsDB/VUyESaC4mSd8bICjJt9ZpSWPtHimfGMidt1vo69tu2E7LmmRYOk+Wy7jbfdiKlxGT9+uME0PKt2+Bvbzcg5X/7B0VOrd0+ehz+kX3qMYym+fiLvmRf01hfPnr86Eu3E6psuT44PwNmej6jda0tFG0O6ISBTbblmkYAjZKXY9Tcch2RT6W8zcV+DHaVTHWoZZSBbv7g3pdWP3ra1IpYTlOYccnCYwa0flhQq13it4YJlLSzoSihWGpaWg5fGdguW259grUK0m3ys0l5wxvekB7ykIekI444Ip1zzjnpQx/60Ibr33rrremFL3xhOuWUU9KOHTvSIx/5yPTud79778+vyX4Xy9/3PNCCQn/sRZBLSn3TGTaZsb9Jmem7Z5TFMbEr8j98EuzUnkFIAKHQgdJMEgXcCq9T8Wj7/qARTY8hV4cMgUE24GvFgJGVH6im9dsHIt6mpKgWT4avW3+cHt9z5yMUDu3CfClhdUMfocsXcoD5TMLVfDn+nnXKpKb7Hdi3gBMJcYt230a/pc+pt+n6Rs2v/U/naTaVbb2N+5Zt1+V4xEBG7b4fbKv9xbF4v9L/urRJbqjtT8djXXeunh71BmmJAPt08T0zb88cpQPoI9ugzS+wenR8XQE9mp+jxAVORuBGZq3FI+2+jRZQ9b/Hso2CItN7I/oEZ6qX52DPk5a50LmOtOe8ZXv0wVibQxTs9ciso1xPNtodmEuI2/ZtK6KXROoYvY0+W1waacEm5fQvOyV95p+uN/e70HUW32OiohZlYVXfjd/ZFIMqFslh0CRsS8RGvR3zi/pvT/NAuke4W0A9jeX47Yl3GqVAH3VAIGIhaKnz30Y9LbG77nZ1GmqNZxWKaMkR8ZdbfmNiLjV21iYyOXcWNiIqkAm7tgsgQJuCD/t7h4AIZW6jvB0HA9sdiLCHJ3/P0jYFYYhWB2mCDUZBSx0envwNj1Xpw8midQd8aZ5O51BC0XQBE0inWvCZlCYw+42uE0xlcm4p7VZdLNSuNkBiArBNqULnaerF5DDgSo/i8JOgOY3JDh8QPFlG6y3WuBziZvvV++lggZM2MR9AsqXmpCKu2gcr1A+ChbUMY+nHKhTTGG+vVzernumUMvKNWPQsNqLG4tn56NefLYYFILKiRBbjjfWcPnZlkkM3UYdnmJJxsbzzne9ML33pS9Pll1+uYOeyyy5L5513Xvr4xz+eTjrppN76u3fvTk95ylO07Xd/93fTaaedlj772c+m448/flP7bXJgRQqMztN6sFBxmrQoAs0JUWNBuBE8d8dop91F4OOQfWvNMAVLRn8c4wJCCYJlDdIHPRnYwIXhY0WErtbtDKAwXvvfbjXHeBIDHa0WtcUWSERlBKscb2+eZfbgqB7gMDndOB+aNqnzI+fxFvcFaIo93Xy53IFudf3cu8UFxKfmDTeXjjHrKbmEH4OVxnZqN7DzaTa/GzSV0zk7YmL/ApYwQEe7n5TgDA8RN01mte6wjoIYPTh4aJyoQD4CtLbl32D3MyIDK4xtbKXkCdLnUkCMU1bjIPX5Ik9PPH8wFHu4o4Icf97ct4mTtRA1e76hQ+2JtugSkBiZ0de/1UtKBmN/Tsx+Zs+t6NpMc+C4yQ9P22R+VzC0eT2fsTF6r4p0aUkPzwr4Txrg2UvRcBvhWvc8jYLQRskI+gMuJnQlg0wVG40XGRvQKjT+9vrFC8m6iD/RbT2r9N9F3kt80Lm96Dl0DeQFAB11rk4mMigIDuJveBtAYpBZ28JbpAPFXJNutR91Jed1C+ICPw4lOXBdHmAn8ntsvfquYNKNY+IAKIqosAgQz8upa/EYHhWGNmNn86m7/yegUGrxyCLjrwybpscd26BqAzsssmOAGimqlra5i94GWL1W4ukRq5tXyo6j8uukOT0KYMDMhuRlB7MCtIgxLqIXIuFmAeiJItl46soHcWguHn0jVKN+rp3JSayLYQ3u0VKLwuMXKb8zalyYSsiEx0gfJrTUt99+e7FcPDHyqeX1r399es5znpMuuugi/S3A513veld6y1vekl7+8pf31pflX/ziF9MHPvCBtM2TkcU71GRri3pqdAwywGKBY+LdkddknnN6PCTI8iV8wNRwMRRysXCyCFPTxHAwsPXfv0gE9IxtEBBkGmo3AnbVcjcOoh5M8fFjKjy2HgmhrRo2Z3ka5SiEPBgHLlB+BaghzIeXqVK5ONecv+PoYiF7m7VpFF8viQUmNDc2sn73boPye1yBHT9v8dQYJbUnvuM+OLBR1KHU0iWRgWo0zM4xHyU+nKCsBugBgc28yunBCeuf4pFx4CiWOQcTEYMiem19PXXbtvGlzhErzgpXXCUck4S+ASRH/R4yCAH0yNZaasG+lerZiQyUyIKjF+QtQE5PlKvIWhxGV38g4lw1pE1Bnl0sUHa7OUDPx8o/OEuhz4tg2FZ7t4MeEBXkIqVpdWS05AGvwEltfUi2ZcVGNyS05+kfXsb+OJtZ0yiLe2iC6CE7PDvnMNOwLPX67U+arJZPbhvSKzZAc3wr9Euux6OFvpjEgHJ6MO4GkAngJG0exhWAxnN8Yj2uxcNFRjmHB/TUJbsbmN8yqELNn+xtAjNc9Ft9MtmCeWPEYwMShtiOiqZiv3GsxEQnoXG8HxA4rHkIm4ShcW4TF1OVULoiPND3YSF30xJoUoibFWLN9yba4I0LIEsA0Nn3hGY8niPoYHgD2cVSPINCgOCECTUIjwehBOsBhFx5F88rracWMQbi/Mj7pKn/BOd8g6Bgp/NZFUEOz7IfkTPOOCMdd9xx8Xnta1876K35yEc+ks4999xYJgVv5fdVV101eCz/63/9r/SEJzxBQ9pOPvnk9JVf+ZXpp3/6p9MsaGabbEWJzAQPX7N8GDf9YBI5nqS5Fuv1kcFD0nTEUze/VKn05REmgDa39A6Fsmh0AzM9Vm0ATlWb5qgMbJej6FCUxiXcxj55XWBgEau64rlFY0IxvlRKM4yEpTcnUnXUKdDP9wlM1AtN87QT+Ravi/Aoy2+KLoaXSLdFyF1Xhbdp+FgGV9EuhjiEjum+fJLu7HWS3K/hZEOheho2N++Fr+G3hrDJe49lWgYBx+P9yjIKT4vww+mU+pI2xAMaZbWGvlXhbdqXhsTJckeQ+PYip0JkYPV15vQtoMbq9Ajw0b+xvn8E6AvwsVC2fnibhHtruD7C1iIMPM8fRgNzHATx9F8L18Py6nh0hb8GqzXxHiFnb0+fra90m4dnL2VUeHr6BRHNEOKuaN7AtvJQJI5brpGIFx0tyXB6g3ZpUTfgUlBhszW95+npb5v1TgY+assJkoL8wpcAqKKqjnAzsy4iFwg00wX4CTADpjaApJw3FICJBpvs6YHzIRckDXrI8EKV6fh2zbOi02gB/E2enmwUdBpmta5RPlUwubinxT09weLvCFQNYRJwoj/loUA4Qa7zCdY4eLNyFLsoAvH0GBzD9VfyBPf0WC0eJ1Rwa5t4gcRKN5+xuz7jEguBM5pNTZAlHK7PjxpYcSFhpfTnPDi3EW9fPUpD4RvRlr2R+d3wu6KeHmLcKZ53AT2ah1pJV3h6ihu3KlJTMO5p3ZTSddddl4499thYPOTdueWWWxSoCHBhkd9XX331YPef/vSn05/92Z+l7/u+79O8nWuuuSa94AUvSOvr6+mSSy7Z3Hk1OWDCpRStvpYYW7w+l45JbqcWymr3ppcWXAc6EuLGFjkMfMpjb/keRXFSMjxoLR8/EhtjzbJtRU8rAh6E3IGoQPISocNi8Da6+SKHzzYNYx1yJ/LY4qeF6Askwncbh7fVyzG+h9GysPCUIW3kUHBa7+zpKfqGoQeU0+x1ko+Eq2kOSfas8xkpqHFPTx2vrCHOWmvNAaR6dqxPC3szv19hKHIpPD3VCaq3BHpFHyK7/3qaMw97o5kkl5eTnJ2ReImDxAIHlp+9URUaZ3+IJ0d+axiNt/s26u0XymotLOReLbMwK2mQREWEIRePkZ2z6b1+VITOJ+zkXMeBVdXeBWFgi3MQPePOJYS5qX4fy1GPS9ICqtNTVP/b+tggpNFSN8kTQ3vr00ieaJJMqYmJYpZowoIBuA9Kw6K8WT3YLprUqRW4GmR5MpvZOENnIQfDwqyqWjwR3pY9PUFVXTO1VTTUCH0rPCLkJUGIWoS3sXeEPDzmCSq9QBbynMPaQEutpwwroP8NAMaXJOfAIjY3X1rO6eGLr8OxF4FjWoCsx+06SE4Pyq2BMkAi7OUaqkd/NMmhJTpSe30CMYx5YTSrf2CDuOQ8yUA+TxImkMuMAhyJp8ei7Gkgd5A4HzPoQX0iqhYtwAgXo57DVIA7Pyeeb1ZGhBQXmMGTP5b+Oxd5LYAN5lZap8dpT3v9DoGenGStykjDHtIhH9ImYIcBz30lkoAt+TtvetOb0mQySWeffXa6/vrr0+te97oGeLawWJ0TGN9kpNSyw1q8WENcgz7aqJy1VphP8oo8GtTo8ZyewisD4MKgh0JfAWwy/WIWpqy2sKWsJ41i2VnYBt02NEmsjH5Bjz8gOTxqAQd+KMLFTUWOT2gCnwBTeFv+jMK7YvN72gGpk2Bow/KoteObUOVvm8A7W50XkM4FM9lKZUauYGiTcTIqblqQmpcn7dNS90AP2oUcAYfpxWp1noDM0gw+M6kMfbxOjx0iLoAfuHiBAAI0LwkF5yR8DYVq/U6MqE0x0dSMzbi/+jC5FuQ6PSDlQci3tHmdHtToqcPb9Jhch8OMjJRqgBwNeevyvTFa6lx/qX5tJj4viyiKVZFRo6U+bEUsGiH+ppvO8AlaWGVojFSXbL8vgA/zEjCpYh5ULVa3PxGtB/16kkqHl4+EJpX6M+rxoEAnBuY8TYc3AJYJ67ssLAo3bdgX2QVMIWIIb6s/AXIolKsgLEiU08OeHZAR0GBFhrG4CHYOGdQs0nssakSDp6dSdgGivMBoAWa1mGiXc3oQ8ujFRMUQphHGqkPN0+NX1HJvtG0WdwDXR54RrbeTpmnebcuAx7058PRkSlrzAGnkvlpYjbK6AGZKn+2eHlnXr2Wh/xHm7w+NgRZbQ/8NhVs9o7wt67l88Tw0hCYVbAiInJ7+tQ/QE/3lWYdOnNjTsyqykQFjaN0l5cQTT1TQctNNNxXL5ffOnTsHtxFmNsndke0gX/EVX5FuvPFGDZHbvl2KATbZaqI5OJ5rkKeq+V23VG6Qk0iuw0QNHZPwsOQCpUKyglzPTFVdFh7V0KwF4W0S2jByi34U4ER4GxVDDeXhSQ/mUZHQogF95+2StK/nS6MDatT4D5ono16Yl38gsQKoZP3ja6krZIdEhGmxJwcrDrXh2wtCF4ad2tMzYGgKghZls8v5PPjW+j+okaahguT58po6ErqKsjaZlEB0hEQuinHIQQI+4gla77ROTz6G7F0R0KN6XMsJcPVTsdJpCWv19PD8w/6U8Xia0tpald/kNdUkvE3XpY3jQlnOTiY5cC+Y4q5R6iS8TQ4F18I31dQbRWkW2ig5aFE7SA2atk8ltQHC1BpHqPvnYcZhCrDnRIGLepokz9aOwwqd2nWWqApzgpGu7fqgJ9i3V0A6Muzuab2tLquEM7eEXPfxz1dLKAnd40z9VyHGWJI9twW48QIrSOgGy0yEswWNZg2IyK3e++RRJxcvq9aKAcKPCgouH3SEo+GTAZWrT6dujJA1pnakELVciwd/cyhb/ltd5x5Pa8s9t2Xssbc+IMXHc17WqLZPBk3ODAeg1Q2DrSEQxjk9Q3lAujxyekBVDUY6Y4wTiuh8nNk7ZdTTOcSvKMBKlN1os2tM+/brnYeiDPiM4a5fRALXXI4p33goaqcj99CF6vEmYDHwYAcBR1/p96yiQ201eOeulX0QFtbMzgbihzKvzd87Rliaz7oJdLBiOTzLiIAT8dC8973vLTw48lvydIbk677u6zSMTdaDfOITn1Ag1MDO1hXBH/XrpaO0e3MAXDJJvXlzrM2pX2hCank+sO7SixqJCP1k5jyxr6xv3M7gqPBsIjeULSSlABxEAWMfd6wP8gLVFPfYeXbbBBtbPU4FWOG8Hd2pK+/IyXHgF6CA2zyk3WmpmVa6+AhQoPwZ3UbbJBxMyswY5XXOBcp5QUpLjVybIl+oq7artp2Bsro6rsjpmXp+jtNOB321gB7fTvKCNJ8nf2Qb/UTODuXvyDbTabTlvB60G9W1zaH4I/k+QnU9NZprzwNSXSBGZtBS42/9zfrC6aqV0rorPpbnI2GUszKnB0bVmLsgxD+H0EcOj6/PpE9ckB2Pcrwymu9TvmdbXbqgrt/zZ6vL1j/CLSZnPOpUzxeYaKaahrKpJcV5nVkZaNne/LFCVO6+R+aa65NsRStppfNHSwCXy9SyQWYEsRbFctBPuzsXeWUT/iC53empnYp6MvGPTr6tqCW+NcF+LLTUM6Welt/bNSnfqKrx2S7t9XL81to2QjHttW68Zo5QTgtltfYt/foy7V8pq7GvlLaPktFfK4dZ8mWjtDYapW3+WaPf0rZt3F/O64sDu/5I/Wc5d77cuPzirdHr4kXFSvAktNMgMsghdUh8NOBC4YFBBOH04A6OsqctrxODKeXJhFNFHysfhCPx19rs2y1P/s+IPsJuU0sGv/w9qiYvOIaBwqSpavPJQY9+WksJeew7fSySIc88GLPbtpmOGvTUzKg0dE5bVrolP5sUoaR+85vfnN72trelj33sY+n5z39+2rVrV7C2XXDBBeniiy+O9aVdWNpe/OIXK9ARRjchLRASgyZbWATYVGYbKIpiGVFFg8jA9A8yrykDG0QFpNNi3ajDM7CdDnKW0wNyAXh09DfA0hCRAfQo6UTuI/+NvstPMcsk4IVckaJ+WPVC5VJk2SBIDmTy9KAOUI7gK9vyRxnPuOZNUdvHwIkCH8/hL8GJtPnyACfe7qDIgFIJhgy4GOlArkdEwyPWr4gR4jOtzgHU0dpmNXnycdL31MHNwLUAZXX2iDnIQ1uAHiI3wLcCFrs4Gi3hZAX4PQKwAQmB/m1GTgM1OZoFvk4zgnpgOtUixHcmUrLQ8vxY5XmTEhG4t9AePYuakHkUTwdrB+iRq+QkHy1DWLBk2NtBlkZasEkRN3G8iDr9zcafmFrJCytuX9ounL++WW0shwc5fhUhQFU7QtOKI/Me6/ld9skvnDHpscUEmckKoBBKkoCCyY3ydZiiOtriuxuc+Ks65kk8SgWBcroXsuY0yr5tDEK5NmaZv8OXLNooFAL31cPjarICvTYa8245O3SlzSWufZobDXG+ZRyWTBBmab2bWKEyOUsPb5PBWICeub+Rt2PKAOFt0qax9vJLcatdJ6Ws1tA3Iw3F+VtSsoWozYIC269RRKCAahPeyByfgdCQnDRMJxyd2Y/imfeLGKHyvK3/ttAW32fQg+aD1/D9OqRO+5V47t5jGydmidKz/ju0QrIZz81mPDwiT3/609PNN9+cXvWqV2lY2llnnZWuuOKKIDK49tprbVxzEfa397znPeklL3lJOvPMM7UOj4CfH/3RH93kWTU5kKLApLPcHYSmcaalhqx6AU59z+Se66TXDHgazuO5N/Z+ZrICyz1AXR4KZUOIWsc5P7ld9yGAK9orYCP7j9ozYdrxnB68EzQA0boIYUO0E5RBtNXjl87dTHGq97JW0InzXXyco6gtDGwlOxvV5+k51lHIxSbCSnCEcbUYTzMNttXUQ4hePmWjrB72iM80DG1soX4SUmXqxU4L9XQmlmiP/dkp20lrvk9tVPGip5NtNsdRzahzHz9XhKFZfJu74+3bSGeIsrqycjGRAYBUzDMELAV5BZKT/FsoqylA08gdAJ4EaHmikRq5BATZiUqejSUhjdJc23ICgZEV5NpAIDCI3GCn9rbbJfWq8i0AOytuc9Tb8dB/vaz6bhgICs+kg6BVkS4MJHteb6tLAzx7KVFIy6WHMzzUhzFKDXrqrTznjwb3qk9yt9eCtqHkTTDf5PllvY4Mxl5YjMzw9m6CDz8b8MJigTMIAFKqWDv8TDZgrCcMmAbCssLKEkEXFTVkBjtwkmVg5QNJENhkgIL1QTpW3zfTc+UwW068raaOnUEJesCOJqOZqIE8dbS1NNp5JAxtSIK0ARtMa+LF0glvNeDqgCqhAgpsLJ9nXhMSSHFSHchtMmODbQ5vm2mf+WgZOCpRAahd+Zo4OsT1KJ4WnxAoG9zAVSoK3A08pAx6yja7mTbfqqmp3SwmoQ1DUCZCdVhWI5QtZDPem704tRe96EX6GZIrr7yyt0zC3f7qr/5q8ztqcpBJCywvQnM8FoAeC/HCpM9q72j+j4AeWUsn5l71SwEMJrtGZrBn0JPzfaJ46WQI9IBwwMFN5PPI2ZghA+DJDDBszRrRtl5/DhciSBCG6jBYm+Z/eN2vwstDwAZGoIL/B2CBPM4McgKcDHhldTSFcimMYv7lAMvydqiwcmFh83ydYICxY7LcG/eU6zhq1wuHXoCeMXMAVEQGcaLmNZoR6MlXWHS5aSPFWJGL6h0LCc58nsbOGxDXyHM9VZOtT1PaJrERMLgSSESRaqFIpzo8urMkJRqqa6J9O0gWD1GES3oGW+hU8QIBzNsBYY5jNV0rHeyeICH9MHgI1rZsQFVdChyor4kBWxT4juKkzoJaOB5XRLolw9VWIaStAZ59EQ+jETaPXhN5elTCFeExyMXonF3vOnj5ILtBSkRsykw3eIui9o5aHzw/Awqj2mW8eJrA6fa1oj0ztOkkXJMsmYI6x7cykUFmabMjKoBLxLhacVKdvJM3h2vHgGwggykq9UKeHv70QreIeAGVkitHT8FLoyoQSgjXWTGqTfG5TFK+LxjZM+iB7pS9KfFAEk/PWqQUF7k37s3RgbKrqKXF2ibAxz09TA1u2xnoURCCPCUncFBPkF9rK0Do10HmN552Vj+eGNFRrDT8QIUVNVsi2XKFG8TUpHb9chx9AEYPB8iomRUBtDl9RHvAile/Cj7BEm9asf3KyIDpdsN1mzQphf3qTn9CnI0IkA2i+8jZszA3eyt1IutAA8QCOYRNxjcJT5AJLwCNs4eIXkB4KYdnszdHwr8DhLiRQkNpx2Z8iQEzs7gp1Txx/FpzBj+y7cwHZBhKwoui2yJjNus93Q0YtSTxaeCVipqsbN0KfeB6lrw6DHrs77JGT3Gf2NOD4/IfsS2z7+DjYEoBW8QD5/Fzvj5KY/Gq5NADEJepqLkOxUlFAC4lTK6eXYABTnTEVNjb3Bo1d9pl5P1KuJ1CGK5miv2BFMDLM1CImz4rEt62zdsQcRBESvIcwdNjJ2keTPEuWRuUkJFjmLcwChxFKKN7ejovxCv5Pu5i6TG0qebOFxvXxKImzPgIBkR4cxLZrtUT4p6e0LUKekb62hgJ0QoO4aMlEdoKoLgGePZSsiMk1wbg2x1j5EB4W7RjYdUoLljwlgzueyGFrQ/8GGhLZEWjZrnTbFHPoKcPsXziS9YPOKECZhWWkdrTQ7kolODHnh5jYmNmNx6MAGiIPS703miw1g6uRQ5/q2olhWnJ+mWAYlZS9JO9BwBinAtfeIEc9ChojS3sb/XvKHubwB/s04GN5CKN5mm3WoLcylR4chzYaJupGFxbbXfQE4DVQ+2sIOo8zTxsrvBLaY0LMeMND2imT1DTCVeCTtpfgoKFyNucFGfgGmWgPrDHMJ1VhOz+BNkEaAj0ID8O50FzlNWQ/ezhaXJ40VKrVVZZJBn0+Mjq7I3u83HrM7ws5OmZDXhsFPSspW603su9MU+PA5SastpZ2CTnVWqKhaWjDm/L7vmYswIQwWtRuqRRp0fyO4ipzSUDNgqc8FVsYgpK/vpa0pBIeT+YCmP3FTcMeXnK0LfimAbC26JP18EMeqCfdcxEv1B+uIyuZ+brST09Et6WjaF8ABn0xNIx6ulQ/R5ScOoD0n7B0Od5Q5jECFEBwE1sax/rl8LbggnUvCvK3ubhbQyKctgc9Ja4T4LS0zANNKBiLQfauguntHbwZ1EqFpZmxyjkCZazyqBH5yAy8/LrWcxR1Ng7coY2lKAbx9FZGLmExplhIeeZ2QwgKKvd07NKIW1pWUKC5uE5dKWAI0isWyCWdJ0HGBp7C4p+Fi2gxdO+wvJeAaa8Jx9UaGLb65tBD84E3+7fALVyD6DQoTBTCSWVph4VdfbmlG1cs4f7Kt3JwYTC3qHsSAhDWBjEAoTlabitm6t327IyB8V8N+XV4BDDvDyDCr2t5LHQc4TS9ZweDRfRvB19EKwmhgyqEt426hc+E3Cinh5XCwhjMwuT5OXAnkZtDopmEvsskwoN1cgeFXh6pBhhaTS0sDT1JhW1E/Kjgpj36glxi5uHxC0C5wx6amslQr5xT4o2D2+raKljPQU9cg35HfS76lXihb57paQBnib3yWPko3VXgZ4qvE3r9KhRxcLUAqSobjB2GwmTHWu5hYGsa/X09MPXtGhphLeVIWk6UrinR9dBaBmBnswaWQ7oMrm0emF9fWh4yopzDVE8F+FtVbuOlzIZXsTmiGMojISmQy3nqBv26NThGb1uF4W3ZZpsu4SUyzNUp8cPJ0bgcZekJudETNk9SmocitfpqY7PwtByjZ4giEHo27oy8TgwgrcHO5hFeBtoyy0/J9fpMbCJEDXz1ujcyCmrDZfwxRDt5ABECpAGayTcVghvk9A3OR6ERLpimc60To+GVLoBUfowoDPNYWaubfH2aH28UWVc1OshESs5sNxwqOtUcFRp+QfxAHEtRgOnltPjhokVAjwdma33tN5Wl60fdLfF5IZPWT2L8tbiJaORrf5zASCyl3DBYCsv5FATBg/ePSw5ZJUv1yfK60hCy3HCoQMAqtzzwx8AKDukoeKjBDbcMpWJBagOTqU/iwgIz3kZIqbjcLfwAAWRAXuBbKgEs5rZYbAMH/O44ANbDX9rm1t7sBweIAMKVShdHLOBiKKd/hZdJNYg5lFiymvJ6cnhgvk6KugZG7U0M7bh/mi/Anr8d2Zzs7/FgyQenZIVzsMUZXkdzojnkycQcQMpdKT+0DPKI0zxKLuGrh/v+F1t23v+gXCrrbNytY1nXDdrKwvXw1jm06RJJU7I5XPtkRGeKLCRUaW0NujvglLWdAL+BqVnJx/21UN3iKdGmEmHBnIBPQIkata2VIa3cfjsiBhMLWSrGlDgQfK2DMLGxPxmbHJ95jYHPVXIbgGIBsaaPBYNj1LZ0+Mp9zHPz1TVzHTW+6SaOppY1tyLMsTupnwLFb21cpI7g5vMJ4TIIFNNZ5ZnJSOYOXubs66BXtvanKq6ZpNDJMsUdNKg5c7gzuir6+P1ayD7E3Y3Ph9cB2V+E4a2ysOD/To19jBl9Uzr+BjttNFMZ+a2mUUDOE84Ikkir1hyejQlgSit/cYJkYF4ewoDbOhVMKGSLkUIPhU55zkV/hbQI2HqU4RSHsa01JdeemnvXX3Uox6V9qe0kLZNyjH3P9pBhQ2+lgzhAy+GQrEgBH1nVhI6wPXmLt7uFXqpBlhex13epnDsOPS1xLwHXgiAnmJymf3sdahZ8fIHRTJoGJGw11UfqxVjqnSmHgmtdRPfUkNmpoMJfkueidal8fWLujXy6VC/xj6R0xN1a3IRUksUHAYaxSDTdygUc/FF3/UwhDCw2jsHixpnjHA/8NAEOOT74YXRbABGQqTfe+3YWGdC0fgaupbeypr6NIdF2CMgysCShAv9oR1ZqF6hWxQTmBUKbnferkhoiuJvHouOgqQeyqBMQWQZDGAjEQm8zP/W64kQBfHoqOL2Cwtlqf3mb1XsStAg/Srnq35UKUooAxSjKBhUHN/iEtd6yXWbNKkle4aRqJ2rVZrvA4E6Ij7eODDK5hxv0y/Xb3N4asw6Dc93Bh31gLugIGl4SiqrF8UTOALBYQyI68v8NpStg3kEo7KtDp0CwYOSN/Aknmrs0LuXw9g8vEy9NQMJt/QpvNGLwtviUMv8HCMUYk+P63qoD7HKRWixH6wSk7mXLSbdRYCYdqwFSHFufiuV4ED6E7ICshfZ8rGBJfWMWfQK30HJ9xHR4qWoKq2eICPY0UcgvGr5UdDLKJ4eJ8Do3SNhWROdIPF68ODgW8d/f27USOy5ZOqFEZ0i3v6xeRSVqYFD2QQouReI5kYWXaGB5Dm8Lc7TC5yr94cNoSZKR+1EGgi3N1DuRtvxKO3op31vXRnBEr7EepuUxzzmMelP//RP4/eaePr2ozTAs0m53wnHeNQYUWmyxSmia2DtyrRm+p8CG7Z8YRCjwbNngQIwIjcpz+6RuxB0wqjBk5fD6F3qGcSZgjPevQJqaUMYhFE/hieArBxZkWTmNnhQrFYdPBPZw1N4a4J5jdoAXKIvtOVYWVvPvDRFeFu8m1TlmLw7dsRu6esBHp8khH6j3ButTA6rHKNM8QBpfemgqwQQwjEZUygSgPN6au3Rgd7USMwT9Fu8S7KtqAgLPYhzAcYWJhjFBpw/k5N6ja2ujF2Xb71ueswclZ6vRJ6TDMBGZcHJF40nSJa/bO2VbdbWUGppALJqr7hYGpddTX+Crrbfr35LGExcHYeW4eZZIWkhbU32+REaq6HfJsQ+fnkom4woNgX0SZrqG6dPEeusUE/r5NVYtowRC+8901JbLJXpPzFXr/k7Jzk9ngMS+seZ3Qq2tKyAtIadPvc2MXZsZmOLtMmAAKtfJGOaJ0fGVMlbjIHNt9NUoYlNVSNygvYNsoKejkVOxli8EL4vNz5F2DkdH4yLCDND2BizpJbsbxYGtejdF1KaEqwBnEETcYpEbsv7qUKLscq0SyNhb4M+KECYs6npBIOAB3CGjNeT/jZ6nkot7aFkHp4GoGg1ggTcOEkFgI+spwYrGejXhoHNdJq6gZyeYJFVwoJxH7BqUo21BcU3GAl1nak91k7vpk+I1t5z4+IINNs8bzADrwFsC7/MeT0j9dREyJ7oIcGBfqksfM3nbExL7X9TFYAtL134rPa83mZFAM7OnTvTgZIGePZSoBwQ+swT3WAi6UX9+oskA4JaZUrR18lHV4xP0UaWpcKmVa0DT0/s24EJvAMMlEx5ua9H2V/KySQmnKo34gR48pktZuz2NYCVgcHCfKDCW0M1dzxELUIJon86XVgwq4mwQoduGPSESqDzKC6jg06+VzgHzanShvqOejQEhYkHZSb8N6o0PdvGKWDNQuS5ORL/7LV+ClpqZWHTzBy31GU3ADPX8fOAWxW1kTqZnJDRNRIsZU7DLHu+//wQA9WUKEMVO9rQKa1b1+JhccrOuPSFfhevqIVk9N4Msg7j8tdgqgg/ieNfIdlMqFoLaWsy9Fj4izoTj4y8SxjbdVyzcLX5yKnxHV3A5m+U1TaRNGiEqRtqEXidHigioqbWULK0ljoFPXWuT1cQGYBEIMgENI8HE1iLjADysZweuFWytcgMJLadFR3O+T4GQHxbT7Bnl6gVWHZAREo7AxjZ1sLBoKMwtlsH+KdQigG6suES+gYDFhmL+jcudH/29OQxVXuY1ZTVnkNZ9EnjB9JrRpnIYFHJAHhucJgYYoywWi41MbsRdppPZ2m8Bkpq2v94ZF4g+XOtKm40diIDZVmzXC4mOdBzU9AjYIoNQf6MiDdHSHbimtPESMLaImIm4vLtWVcvk5gPx2mucy/Lz0nIiJV+5bhR1iFiapzYg2Mh/VnWunhOsKPr+pwD9gIxEMcpCG02IjCRu3WI1uG5/fbbi+U7duzQz5B88pOfTKeeemo64ogjtBTCa1/72vSgBz0o7S9ZIZy5BcWTw0V6j0PEvfpPXyknsmWTbkQKwQKGAZPnbNmBVPQXfxcNtKzaz5AENPDJfk549+PwEALzutC5RkJqBGWR2s1J80i+z4AoTskHijIXKHt4yMoff7s7OV+WPB8PIJcBDoMd83y4lyQAUqrycuAR4nbK7ymAFK4eL+sTA/T+LpjoLM9I83IqQIiPVXyu+/Fqzx5+kOr7Bo+ahh9msBO0n5KQ7MVN64djzKCh99DkPLFssWTUTRMEDuMARToYCwvE4lZKBT3EqlQgWaH2XDToWsED3S7AwApplHzLlv40aVILEqI1UEe9Nz7qgrktgM1E63MFNQzlw0i4kbTLd87tcfpp8fQgTCAUEuXSaHvOqwnX/0TY2UBhzdEQ/re6rMt+IwKBcnrK3B339CzK2XF2t/62pCOKSRwln/s+I1IDI33s13ONaHzi/ofD6vK4mEPiyJuCELkiNA45Nu490vQUUGH7cg0ZQzvlxHiOjIUeW3hbkTfD4c4aFVy3I5zY8256OUieYyS5N5S3ZPs075qEGOdt5dvzcMQrIqQznrejeT9oxzoS3lbkGFHujocwgxQhttHjtTbNzUEItMVbe6i35O0gzye3aU5OhzygTJREb43n7IBICfrVjIcIu+ecWX/0TX9Tzu2ClLFDJofnjDPOSMcdd1x8BMQMyTnnnJPe+ta3ahHsN77xjekzn/lMeuITn5juuOOO/XYuzcOzlzKqPT08xQrGRuK3Lyb57sEZmk9iLcwKq7EznAecl5F3W842+UCxzkAsMfqwM5EX2q1dPonGGkrfqYkYmLRjkp09IZTeah/EfA9M2LGP0pWc28PTkwb26bGxADL1/NhPYQCg5Otbe4jsb5sA4HjNI5Svcnh64AMKa16EUjuI8+PUuHrKxfLwtmxcxIAq7nWilqbrqINkV0bhBw6I8DZhYcM+860H6IGFNMAUvGvu6ek9Zx6mwaC9fJCzZ6dHyu5IcTBu3Y3G4clhhiH8rpdxxxoaN9ApMxoVT/WKCL2yS63bpEnvsfB30a1qOmIQsOHRRsgIUFVEQo2MCdJzLcLT7J6e8MbAPINxuQI/QmKA6AaYsgMMSXhUVZyUvDlGSAClBi8QEMhESeE8cchZ1+BRHlO/lStbafdzcdIAIzF4Es1zqSAcwKA4c62/sdLAMizQXfZfVNWFTAnde58lomIgpwcyc08QaKnRBCeLpKtMWCNnD5OAHsutAVAqjw911Qy0sJHUwraM7Szna2J+IqBHi5N6eFsw7ckqAnh0NWP1izYBOgIQNLxt4iFpzhYq902JDCRszsLbzKVEHh0vMGp5aujXau4o6HHjl+acuYdHPH66H/L0WJqBPffyFsgFjDBQsKfmCxZFS03PhslA3x3tRfeB0HLX3wJ6yCARkRQrYpTrNsnSdt1116Vjjz02li/y7jz1qU+Nv88880wFQA9+8IPTb//2b6dnP/vZaX9IAzx7KTkqyl5eTqPkgXAovI1Xcwbj4X3gRR/YbmiALQbtyjuULVHWWIAKmvAamGJ2tX54m1LqDxwVHngApnA5u4cIDt6aPMFCA4doqQEc+kND/o14wgHQE/ove3lie9Qc6mPKAFIZ9JRr5MgA9nHY+iVZQf+YQW8ZVJeFZ8si7ecShsbXR8JMPMRAhmrbZzYPGuHEKI3nMslh25EdhU1ThNK6/6hYjR/J6ZEzMqpsLiiKAoTFRcf91RA1v64laszApbZmYR3Xj6OhZxQJWRWwMR0xBHroLmi4ytATs8WlhbQ12UfR/AQFCzaxUnoY0U3qrfCJfzHiTBTcWO14r0SmIbCdUlLLJNEmgSWhgczgZIyyOj3IA6LwNs3b4eKkvp4ORCAJwOCbQ+M68PZakZNiENfJtgOirjdejNN4AnBCnhyn1BePjV2b/jVTT423Rb9m5fI2GDWr8LTI4S1ZUSPv1Y9hCPTothEixvFysSTAXRwzW/GyysttyCGqT1JDujJA6dbnKUk9nSrSDBF+Ed6G/fi1keLXAl5y6BtcQxYHb+FtMp10oyjl9Fh4m0VI8LxAQc2I6sBpuHNdnFTq9CC8DSBzm00AAQAASURBVMVFYTAVymp4CWuSA3n+vDaTMzxEKLuuIp4ev/9+MyK4UwgSPNIApDyhL7Opk/Q38n3coKmlJXKNHo0OQYSnGsl7EfVbWrolGdiwjoAdBjzLyvHHH58e+chHpmuuuSbtL1klz9qWkF233qXfPNaIBKViJfZ+o85JGVwWa9e01GRE79HEVPtdJAvd6r71UK82RuecnkzEn/+2QyrD1vI3UFMOD0A7puk55K03PybmFAYtDID6E/a+d6f6L9hpCsNeZloZ6DNTUOez2midXtic017XzHDhoYq8GfaE5VwmC2/L1w7n4FMUd7dzG1zl7nqvwKSFt0m/QBgMRt0AGzldEHjVsHwIruMk+2CfQQ+XVuhqT09tLo1wTQlvK/eYo9U89K3uFQWAqaqbKupVkG6TnyZNKrFopxxYbBPYcZqq1b0O0nHK6uDF9A/RU0tOj07jMOFB6Iq8uGOEvVHsLcLf1O281msrw9d8FOZ13GAh4W+9MDUnK1CPzmioXTxECKVji5dP+hdRVutkFP3xZmizELZcGBQvq2vRIsabPSoOxgb1MMAQh4INfDTUq6KFBnNcHYJWhLCBktoeioIeWvP3QQ3NDM+5n5IKO9NXS58a+uYg0LbN/Vt4G4Wh0UfD2zyULIegOY21eHnkg98Ie8P3+rRHSW3hcebpUY8OhctJOJv+HXTVFNrm3xbu5qFvxRvhxkcBRBpV0TfOahi5hooPtEU4G32c7ElIDqxdGbpXRroYE/b82Re5884706c+9al0yimnpP0lDfBsUr74hVvdY+F2dnYRYNDhuUnM832gquYsERDllgvHR+W8JkKhBuY82KBqjbUDhw3PmOx4s5osaK09cZ7Z1OCO1YlkEeuaJ+JmKQS9tcfHIr419kdt8fEJq2+ry+A2jqJ4faAUnrYhQFQAsT4gAvtbH7q4ZaYPoWItbJuPhg1y5W8WBjNxvzz50dq94nOw24Ahzno0jxjFThcQ2vsr2VXDoGgWW36u/n/2/j7m1q0qD4fnWuvZ5xy+0SAgCFKtFShWIgQKqdpWKlRjirF90WJBQrH9g2rqRyrGAEp8qY3yww9SopU0phKItTWmGhqKoR8RRVGT6gu+iVVAlK/6CnqAs59nrfVmjHFdY1xz3vd69rPPOfucZ+19z52113rued/z/p5zXmNc4xoN91FH2n7g7c4udzENCO4e3GFiPnlEebicTMwMkrk7oUHoMeb+ncs+rHNMJjQrC+BZyr2Wh4dGK8rLr9qZAZ4uloePnVF0DdxgYiOjgc30jd7rYgaQsPYCcOLKbq6S6At7S10nRTWYt5jKgXEwhQ7wTVDEM2O7zJmjAa3aLqhx+u7PeY4Zg8iPDColZFZ562ZpANq90Yqmhsax4z9ktDj3vV9Fjh3G6OCbvz2m52yI5cF35LYh6BkBSsT0eA6gMSaHH4nbMQU5fjymB8Am4m723W+r69uVz3bXtozboREYv21/ti37cQV4vsxifhCnM/m4kIG5/OfqdsjFg7gdxPLk3GJvYEpjejQvj4EltCufiunZDsGVYfyj8ZAGTt+GYBqxs671cCRlPwvt5j/XU77ru76r/ff//t/bH/3RH7Vf/dVfbV//9V/fNptN+6Zv+qYbdi4Lpe06y+P+2mPaH733TyIIk1YlfsMyFYnZwlLlmaVhtaLFm539fsxMGWNMWLbHqHq6IyYJaGDxJsXIXLvk93r7pQffJ7Ps40rLIsHkWDWuGJ1KUw5FAkxsS0AkbXD98KJQiSyWe52AKLN4RNA+gvfZOcil0eSj0W4kBK2EoiKHPQExBWb8+k4gCpZ26jr8HzDCf/YQNbekzn5uW8CEx1xbYIDX2BZYZUvNQs6I/Huz0MqDEedYD4CS4lSGgdmUhoggnNnI6y++P6+THjc50XIm8T0smw2y5/qUC5VP1Aet4PC2U1DGPAdxCRGwSlTFSFznTx8J8Lkez83i4VnKbDFZ6ojBDFU29kIRi1NGEfYXpGpRsvo043gqCI+eHUsmiuVORUKfirid4gdrXM5miK9RdbYYM20SWzE5FdfjY6cf7tB2qrcxF0vF7oQC275tk6bWx/OUl8mGRQNzvYa+STBHHyPdP+pMAGFrE3lRpuSYER4mHCokrX09jh0I4uzpbTW+nFdyH2JA63zhHrMS5+dH7/uI8/cuxaXEqv+tZG+RMwHhK1gG+lt2oczlNAVjVUdrmpyPXQNVyBPDmNPU8p4zt9wAUJDjJ8ZJGvDMIxN1ZT2rZ8Dz+hjiBy1yNcT1dPFFOV5HnRkXw1QLJdT05ITUtcc1S2xt1qtCW9bjjcIz0sf0YMTetHabUTtvUkrbRcsf//EfO7j5v//3/7bP+ZzPaX/rb/2t9mu/9mv++0aVBfDcneId266tPAdBL0sd9cI1rk2y3y3paVW6Ek8P1ajEeKXqi3P9JNtNDwuPQw5pvsAK2Hkd+jrjRtvLndxrreckV2SjOWWuIFqhAvhv7DPPD52IUqewXj/tlq4eQas9qJFxarQOyqSb8T5jmwp6dNs0QuK+6YiY3ST42r7E43SqPs+72yPpbZTgnt7XgC8xWaHkeB1r5PfJdtihCt3QhQzkueutTfMPRNHGORnKm9Ebah2QDCCyfwB6q+jqfFnqUGergb27GDmRqsdI64zism9nuEXHM5B0ZYnhWco9fYQQp1NxOzEW5HRtv7aQ7Ga5JpnumFAobNYRobBhLcBPTHgivqeAA2bKbhFjwDrjdsRj48Y+5uKJ7VM6GMZAr0OiEu/XDbDYJNFihbxtCVrBx6WlczykOEKrOoCyKuirAHgiRkSMiIj1jHbNQ6EDe/TpEQsE6eTQeogCmWFeEkpaM0A9x4RDMT3XDXpk1uDzdpxr6ALIWBVyyDkIpPtKQEzKb5dninls3BOUMT1VR8BjgJE5fNTrHp6eXVu7kIGALG7vym8wXkauB8Q1gULnQga4/B4jhDEy6+L5yEkRjWBGb8uxgkCHYKmEDMLyjJtmLBb3XG0jMWlnDowxNBLE8bmOmNeKreVfA70f+Qwtzi2mAjG+VdqMdjRlf0HvzfV6eN7ylre0+7osgOduF+i+ey+j3ne8UHQvy+peDat4JhnN7Wpm7cF8CLjMbbGPrrvsni8G481MytkHIHFWtxUGiX7qjEdXTOy+1eR5jtd8jo6qvoJyAlQgPF3/OY9nv6fXUi5RTdYBbMbrJ5deYEp/eXmu8yeDNnpPT+1Fg1CrJml4cox18PRUgU+fl57bVtwOgUodB/02Bmx27Sz1nOX6unqb5sxgJZLHMukaDr8uGXjF2LYHfZXXLa2GevsE0JSFWIGKlO5R64+jAy4rBT2kRY6Pd3hEV1vKyeqkKiZWBe8O39/LWq5HbnqRpV7KXPE4HQ+Wtnks36N4PyO/iL3tKmRA2DMIGQD0hJcC0tRuWTfDCxM81vvnIEWACZOTMhGk/zRPDz1HcbQxSfUEo3jfxZNDqngwJ6xtkx/DxByJz1xSwSe0otoGL44BF2t061SmAi2caYa4AhOe9gpuHg9EOrEMug50nKYXlK0YI5kXp4w6BD3akQVAggjCML7cHdDDa5ZGIB+EI7+fx6vQsw1wwjl7gQ+MczaNsRj9kz5Pj4JF5v3BHnJZ7NbYGuo9wv4MKlm7V5hgNOZEMReAIpsZjTkeEzSa18kfYNxLAh0r9Ah6nh47T1xFW9+9P6ZjcNaBnvQ+ORqN8cGTqcZGANkQ59ht2w5MmjSgAsQ7xTy5ImNMTyQtVUmDyL3H5KR23gEc4xE/MF5e0rL3PuDGJB69r8t9coRveMMb2hOe8ARPLmTSc+9+97vPXf/nfu7n2hOf+ERf/0u+5EvaL//yL7fLVtIO7S8jXlLpJPxPaur3hvG0+KexZ2KIgmtZLWVsZ3AtT44LvWBsKtZ0Fgc9YrDI3cbAGHzm0ctDTjiW0GWgoCezbQ4HlQo4KoIgbevkdjjWFNYZPQfDunouuZoMKmPnEgPbIFk2qZcJfldHwMaBvfZbhDMOvHkmtZ2AHd2W3q1ap56V0Pq3pGoKJOt4wgs0PGh6rAK+8sJmvSjUDNvGDz12PeB5z1t3Tef6dFwo3lcFw/4TdMzZTTPn09zzAFppetOOzNOzv87PUu5xudnGpYrLtjw8FrfjpJ0SJYBilXlyLDmp+ILzYzl44tPH1LiXx2N2LNdO5NtJqgs/m5PIh5XiAZqPx95PMw5OOdUpOIC8ObFM8t0Q9Gh7w7bMi1N9d7QRuXi4+iBMAEo5RRE6Gwr2D4tTrZf75Jg/8xGKes8mqMHq7rzGaYwb2B6Mw6RIgZUuBnM/5OkRTw0/KUbgG0vcpMfe9PE+rE+xBKOSdbGXaMjqTiXXTubTKW+OK7jpvrRNFzLYz38M9Ixxm/T0uAjCVOjAvT7M4SN1AW4Rh8xYH9Km4fs0T0+khtidL2Tg4yXWQRwPc/WUCm0/d7hVY3huSsDz1re+tX3Hd3xHe9WrXtV+67d+q33pl35pe+5zn9s++tGPzq5vwUvG6zMd7t/+7d9uz3/+8/3zu7/7u+0ylby5/mIHaaCrXw2u5c5TIXPGQz2fugTU3D0fP1kFVpz0YvT4ogMucxurdzqXAo30h9pJ2pR2/cQyb/9BkWf0rMCSEqc47LTHVNVU33BUD9KRccywps2ep1pY5mfmcxaYAk+1bbe1KMbNXXgq1c3Ryagc13tx6v+IUSI46a9AWKDmfW0MoCSDf3I+AnomVyBzePTuarmlOFNp+xr9eM4L+D7MrE9622zRrLOTxuHpmUPPS1nKTT4udZMPeHsM+HgM4CBYYEIEXXLS7iPqbRnXB3CUIGcevHiAQgIefurdDCU1sVINMT0KekYKm6u3zSitBTipoFMCmx5M6Xg1AiYyD/rkpl43SVqKCSuOg9sp4EmsN2o26PZ3s3tS0NN/MLhDzKAXdgGFnMIHApoU/BjICEGBAlLZzJj0NNcpoYMOBMnfRm/jxIL7q3Uj9qZTmiP4oYJbTkqmoCcBVJ1cD2xmtgvlNqi3cZlvE4yJNeudeUHwcw3QA4XUNCN0qTWQJFzipI+K0raq9/78z+U/qRsOeF73ute1l73sZe0lL3lJe/KTn9ze+MY3tgc+8IHtTW960+z6P/qjP9qe97znte/+7u9uT3rSk9prXvOa9mVf9mXtJ37iJ2bXv+uuu9onP/nJ7nMjC+Wle4oOMvxKqUkvswEfmHAeskZzXjfGd8x5erp90hV7GNn4ayhzXHFEZE4CTnF7WFCASIbA/IaNpNuWddWS1OUlTHQ46UQSHAAsTfbbxaMMrgUAkHCWjRprPTCZarDV3ubV2bSVfg0KKLSZa+SWnoQQ/XlS+EFtJQqg6M3pk7jCqAgxiNpWoMoBaW+2Hx1wJJcbS8X8V23+0ps4PkzjjsZ18NFW9xPQ02+W9TN12TSypB+bG4SX8kKf+/tgb4Jyo8el+2Vs6uZ1AD27yJ02giHm6XHJakxW+g+9Pf2yoLdt2s4ppAF6xu1CsvowIDJPz0QeGqAnDBbT7VwkgeI/CojWU09Pghl6dLg8gc3wYZ9Rei/imFKwUwY+X4deoA4s1TpZP/bWeXx37z6TBjarhAZKWY7vqnRmXaJ7a8or1MXewAtUwKQAUSip9eptKkHtstNDXYEeqLONwAXgq4DNKGAQcyerG88z14Gcda0/ABsHL1Reo3Q1tkt1Nnp54OkBYPJPzmrim6AnVNqGsdXBzBaS1Yr3Ob4H6PGx9oiGp/3i4blYuXr1anvPe97TnvOc5+Qys9TY3+9617tmt7Hlur4Vs7wdWv+1r31te9jDHpafxz3uce1Glg++70OTZcGNBY+UHp1xHgjrSExXB+OMa4Imoaz3stA1PCdLPYCeWCYTR8wKU5lkpEzROCINJUc3nQ2yk5SsphVoRF3x7d1Ed4D8XRbGaq+XwvauZdIZQCKU+53cgO5rGF4iJ05asrrNCrYcKgXT+s/oZcmrN+SK01sh5DKBeHqvuyl/XWu53wG4qEqmAxL3ib2MlAYOAuCfj4avAqbzdXlUE2ZiXfyJ5XE8m8kD3F/AGOzkkUhQRCucDGa6i84qiA0x2mw96d0RFMYhXPSzlEs9Lt0fY9PpNqjF8cke3z055unZOvgh6AEo8pieUnR0b4AQdfzjoiCgk6Zr1qhrBYJqMo91kGsnvEEj6Fkf8AQR1Bgoiu1Hrws9QD2FrQCGCx50IIUUbuTU6ah6/bZJbRs+rt6WlDY/+QJTiFHqOkn1+hxK9qbgycp1ToBrznGgX6UEtSzvcviYLDVy9SRIIs7wOlDQ/CNtdLl3pkDL5aVn8gc1SlZrjh/1BiXtTT6QwfZcOwZ6HKRIjh6AJae3JTVuoNc53c7ocbGc0tMJiNgm01/QowN6m+fpIb2NFDdIVoMEKrl7KgrOgQ+BkgAjgp5jMsjt76M8PEfv4fn4xz/etttte9SjHtUtt78//OEPz25jy69n/Ve84hXtE5/4RH4++MEPthtZPu+LH4OO2TpsdMwuvykdOEmbTLIGyWqPq9TONHSYnR2QVi2Vne4kqM+rQxChSlrzI6IFQsmuT0pK52HmIdu2605OGvLR3lhYOFKOWsgRcbgxXFKC2t25+JtTf9bVb0zYGcORimNzzoJhhJnMoat+nJuPpcYc/adjiP6vbTp8GABEv20YsUoJLyYcmIgg9ok8e3WW+zKbpEg2I6uvv7m+ZjuKK2yTG98eSQKZYNDzajiNJeguuR9NZeoxXquD7pi4LzFBL+nQOFHzDk5izAjEEDumgCa9FTKgZvC+fgsvPLKGy35FfrQ43UWh2NgDfQxlf52fpVzqcen+GJvSBuWlPDlBb2P8G8DMaoxAEA+OenxMtcxBT5havN0EQJCrBqhJKhi9MhgTbR0ZcCrPznp+O1Lb0pPTUdU49laS0ZHelkAlPTeVuHSM1anYnlVbJ2WuxsoETV0skG4XYDlSQvQeoNyHnz5GJUwKy7uUt+tu3/Voci5eVy1N08XsP+uhkd8JkqZGM8YCze4sjVYSx6PbayJobSMpdYqu1JM0w5Lh8dhvA0V6sJ2nSPPsCHiB1HVQwbsT9boQE8K2yZCI354+I0y78jzU70zlMWQR4eN8+8nxdOJ76Ueu9bns5ehV2m6//Xb/3FfFOsW0JEhH0klFStLEqodF3yaGFNzqhVzwYlOFpi/cdhTkynqorpQWv2yJCbkak+rRLGtgm8yp4pXeWF+DRFl+6rBy+SC6V0uVggxsq+1ldU3smX+h44kTXqQZS+z59CRwf/KbHiBeQvoBhNjWKYr1JKqZ6z2pH6+SrjzfVl4WWE75m4vzFAdIxyPs45BWM7LU43XH7cAAo5OgugccFEi8k+OFRyWeJwEiddi6p+5E6d2aNfRgspXeJz2UzkI6cx1thND8b8MBR6wR7+6RlusBMkd7krdWua/HJnsDTKiA4miqPmxxPNbPR6/cx+YxX4/rUEECOJSZYMBxdayTtluftvUOmpM2yXc10QBEbsiClzbiV5FmAHl6Il8Npamj3utOLLD9dNbTk9tBqjpSEUi95TKxTmoNpTaJ99n5wBMWkszz47bJGFxNbtnmsgpsQoWNOXyi23HVZKq4+THY1uZZQCcLZTOmhzHVOMtHGYeDWMTorCGzbPsAq8MVvPh99+95zCni2Pwa+84JOCo5em+M4jn0xqYcUgFA3MuWWABGL68bZanrYXNvDe9/qsJV/I95etZXGHPE9faibkf1toHiBknqGKT2M/Wm0HYl6GlYpz4mnoC5BvLyxDMToMdz8RhK8Yc3trf2zSAbSb4BquHlwRsSqqIwEkYeOjEjGHXN73WMs5y6jQJBl7+sL6jAtr61Ac8jHvEIz5z6kY98pFtufz/60Y+e3caWX8/691fJlw1lMnEktQ2VSsFxV7F1UEP4eooczyFltmEd46EsvTO0rdh2CnrGxgO8zNFmpqBH2y3QM70I4W2I7A45hc83nZ6FOh29mgFeMHiOFiqkK4rJ+SCmgAsdmveyoAMFKlowdxnnZ5QEYgp78szYwfZkK7lWdV8JJuv/+fsWwIUTkHag3oVBJ/PlYkvETdf2K+4pQM+0YX0EKVsrJzt1rnXbHRSgSRrHABbrZBK4TO6OW0gjzmhSx+SIg6fvmMoiS33flZt1XAoRrFU7Y7ocZZgiLYFN7UJFygANc4hEJp4O9Hj/Cy+PJ+k0ys5J269OY/ITs+ukdEUunZhhR44UcWEYsMkEjTJYOAhZt9XJSYKeTExKTw5ptd4+tuM3ZH7dao/knhXvYx6mmIy7KAvTPIhk9c4nweqNWVWSUbOwcIyhlwceJANLPp56l4V+i7Q4jMEEPR09wfO8aJ4erStJ6LtTHEgl6BmGPAKtBBE9OPFCixbpwpy4mNcFoEaTknobfo6SgFQAVeTpCcBgoC6eH9KWV21/tm2rKyfioRfPUIIpGG+ZcMkaYB4eBTSakDRBTx5In5zUaGwAPf53JiWFJDafLZd1j2+HK7tt23piWiTJ9kfFDLqgcRIQ5fhVvtPYva+JOckx6JlVuagC2zGc1Q2FZLfddlt72tOe1t7xjnfkMuN32t/PetazZrex5bq+lbe//e0H179fi7trxdOjsQR8EX15bZLzReuAvE4eEhUN6Kz+Ikvt255zTF1MR1n4w5syWPvlkGMAGCaLAnpcprTrRCuJF+my/WFgSm2gSEAAfSwEV0G36A5f1iyKGI89vQ4u668S2nquo/ccE+HO4z054Lo+HlMly6aQC38XlS29KQqXZH8pTiH3W05F6AVaKR6dwdPDTogKbXqeVOWhcXLqfWIuG5yJHhOPV6Lju5ggNRLyOGc8PdOCqyNgJ7fnM4kJx0Fnh+dPGO8baAqcsMwBomMo++v8LOVul5t1XKr0AZCk1vc1Y3dEyADjQqxTCm0RnSAedwCXkKQ20FO86KK+hVw1+FsDhQ28rllBAlDCT06msT4Z76NS1/3HaWgW85PGFKW3Wd2ovMa4nNhuQpfDZ+M0dV1WtCVKVnehS51iHOhtXgZvPvYf3eYBetvdLTmnqEGeYxNjerpxjb8pZz128GzDhQw6xlfF6Hgc0DgwFBAJQFX1Gttjnh7G/vTemAA9FZfTfzKeZxQwUE9Pzst6MEXhgi4eVOhtptIWsTwYZVWhzfYJqgE9OS3p+CCki0hBeXrsmUGdhhccSdnfRKIFN5zSZtKfL37xi9vTn/709oxnPKO9/vWvb3feeaer41h50Yte1B772Md6gKeVb//2b29f+ZVf2X7kR36kfe3Xfq1nY/3N3/zN9pM/+ZPtMpW8tVQpUe+JenQM9Fj8Dqp0ahpWmRiMRlCUHVXNOvv6czw9mdiU7uTcd7hceaz9PBjghbS5sVg8iQ0E1geNQZpuadtFn8nOXLYzsGSBs8xKzFk+O/1gxsJAyDn7CHp6XJiWLKMQxPUePD15eyI2KNao7eP8K6HacAGvMaekyASd27RuFPAdxozyKcHTM9s+KSSDtSQ52rgOdd94lZiLp09OGgNxYcIcsFAYM0UgpmBYn425Y9XrNvGYXcjTMy7EGWdg8HRjv29Ob5OBUI8xZxWHjvoSl+sBMkd2apex3IzjUrwS9I6vmqkB+yth7LPM7YbOnRM6JEjUmB7zyZ+t9jE58P4T/bbVG11sd9Ia6G3ZnjW+iaSlTKTc1gMHOwa7ol5ZPaloDnqC3uYWeCT4rPTMpDDRHcp+Zpd5ekw9y41rdK04867obSujlZHGBQU2G8x2kDTrjGDO5oo4W6QarfQH7lDgdqCl5TEZ6MHiPF4xAoHV5/2te10GA9G96OnxY8U+/Ydf7uInp8cGXpjssHnL2Kk6yAh6m4KeMOStJvS2Eq+xAbqog+YpLGCCds+2rV3ZiKeJrskAPUpv60HN4OmhcZnjMBKQxjmWF8fP2+J9ZNsu9mdncH/l9DZS3moED4U2GoCVGBr0Nkhoe4QPaH2YmfiS9a7obZcfG9yUHp4bDnhe8IIXtI997GPtla98pQd4PvWpT21ve9vbMgD0Ax/4QLiYUZ797Ge3N7/5ze37vu/72vd+7/e2L/qiL2q/8Au/0J7ylKe0y1Rkbo6XcKaX4jvsAXc6yZXJ4hzA2M+AnmGSszqwbdHiYL0fnsEAPQW2JsU8MoHRauKbStXl6ZkanWMAiPX7nUb/GoHyMZLI8XjfV0G1kwNOEFAgZGau3FGwJtU+wI7eAXp94OqXukkLORDWd5zzOEuVUSZn4DOlq49P8IMhGDDjfUpf2wSkAtj4thiU5LB5OzzwH0+t3jdel3mIV5nJhyc+QA6zjM+dpyQ/n2k1m+1bxbKiaXd1ee4YLfp3MHYaxzRB5Je+LJS2+7bcjOOSG+vTmhNvpcf0oP9L4xEmMD61A/jQPD3RG0b++JDQVYNdUWSN3lZ6k5gle1JS0I+sv2cMC/o3TyDqrcByll2gTQgjpqcB9CQ9jZ6eDSanSWmLTiYEAWwyXkaharfobRFCpOO0ecfjuB2cDIIDNoHf2SQVNLDweiMuxw8d41m3T8b7iOGRIMsK4nZWFn/k96PvJP3W3c2Ynrj1AFIUUPBjg6HTvokxU7q05hZJ70MscDRYY0ZPbyNjBIOM0tvG40KuHhco4qQC2/n2Z7u295gezk1oGBR6m1M6hlmHeXokpifnYQ5qit7We4DsHIKiVvFAoLTheSLtLWK/gp9Cg+naaW+o97lUefAium0ndfT2xLcbfAn8jqjsF8BzfeXlL3+5f+bKO9/5zsmyf/SP/pF/LmP50/8TPO7J3HywONdyenrKGq8T96mnZXDqqDtjZrURZyXIwSR4NqYHWx+y4jsAEfGEfkofMT1TkZHoGN3LAw+JfvwSOO23n3AXa47SqNu+HrNjAgxtj2ApBvqI2dEYIf0OoYPqnBgtQk/PtPSxOtPz2R+uS0BYUha0ESl4mbtGvBY+SMzuU6GWXOc0MsJamWda1LcYu+ii63YnR9k/o37UuMaTh0H9ZnP44hxPT4KeA7gkB+WhvY7edjZttXBkrHx0stQXXXcp97jcTOOSlbNtTMrp5QmjvdHbIn6i+ksBPZipe7xEOwf0SF8Snp6NT2IjHgheAkcBJVTgsTMix5h9wdpiN8B+mFDYAHpm6syTszeg4JSkWp4xPxAUcgOjt2VXJfp5t9r7pLkHNSFqYPQ2G0uDdhTHCuBCEQTPzcJOln1egK8uLkYBk+s6GJAbkmjTmOMT6p5HnkYcD3a/vvtfI97AGEGjKfXPPD0ACj5PcDBSwbHucWFcFJC0A0f3uvTJTxP8GDgx6lbS8svTYwDE5wUVfNsN8ntzR17htcQYRYDiYCq8caSg0SvjstIKjBXc7JCc9Ip4ljQeyEGPqe+BKucnEc+OS1Zjn/42MK7Nc/EAFHk+KY7sGg0Xnkn3eOWdCXB5AmOAz6+OpOwvqMC2qLTdhOVBD39QdEbIEVDymXDn2kqqSw6OcAR/xiDkL74vk8BGulJo+WafkO+wbCP16aq2gWCYQM5Z7Qe4kTl6JsvT6sVhTl/smoAPw2CE9FExLilTWBenyCk5ObLZoNT1U+769n74wLtHA9VkVi4tkvo2rjduodeOuZO4XK/UTmnQ8uGx2vjAZeYMp1BDLnPpaZuUxHdJU0fdmSUHZC4N8Ovt+tr4YEkDbbv6jvXs2ltuDbPunuEYnNOPOUZ8AtRGmoK6w+6MtL/5EUntziKIE6AyIDniPinQC0PvG+c+8p1qoLw4dqD+aR70y/aj3eCLu+WOvx3wR56GyNVg+RaYVyGepKOTpb7ouktZylAidltoth29jXEoJR0QMT2Rynibnu6SxY/JW/Q54ePRnt6+TMwg7Nph2WdwQoyLQWEKi3daVcjhQp6dzgNEw8pqWsd2QySBFKi+zuu7WB9vDFcntg2Qod4YChVE3E0Ow6mwhr+HfDrZNEUOrA8qGa5uO/PmRGzoxA4XICLk83orIMfFPp95V2bp2AqaMFiSctxRj0FvYxJTVWgjv7wDLrw3PjDZgwb6NJkkLNb9GinyyqanrmFAdFCpQE89PeaxMfBJpVlsH16f6NvtHqbnP2NuDYxSuIBtCg3FQA9AeNw7AiYbh2zcYEBWxfSEbdDejKC7xDJQEKFZttuf5TtTb028N+aVcknr1KmtjtsTRRwSnrqEZb94eG7d8tDPfnBM3q7AXS6ddVJtaL4eLVTpWh46ZQwEaXnrLFDEUlMLUrcOBrduGalaeN/6IEv7SA+dfFP8iwhLt2yddIGd3LYm5jkC4HxivxHX49vx4hHM+SuPYZkdTa4Uym4+wI4B7hgVbL/Bkq0+lR169PEzbnXeGJyngp9ap59JjiBHfyvwiVw70+W8Zcy1o5OJOHbks0DyJA0sRjYjoIVajxOOoFPwmvDDtN8xaMQIXp/Yz6aCm4eHiP/UOzR5GPO28L4yNqksizlPUAxOa+KwPJ0x4ijqjiAtd51Rth4nz/jO45f3RJH/EZSF0raUe6N4SAQcKDXfDINbhETYpD/UDnOsAR0sxNU4LeabaHUnbevhLDHVW+n3+sQNJmuPj+HLiTHOLOCYEIdhSyzx1v7mpKIgM5YH7/LJpqTo2fWAAecy1E6NQ18B2Wqqtq2vnHhAvLsGEAvE/mDtcUa0tsCN4u2vfRLqctVAGSNVd32yiVwxLkutdPK9iyeYEhk2zOXeU5uNxnPtARjSc8NrYx4IGowIIjT5Mm/mTOE41o/70rmSzp20bum5KTMtB62jge6hL6TN5YA+MdgEha08OdkaDVgZsCvfrvxmUs6kiknDBE4mLJCAiSINuD7uoRNvjmy/SnobOX1yoSFkkMCGFx8JSE3IwIC9Axnk53FQ5+dntLrSgy11Np0N8LLRaGC7Op7xab8AnqWYCxYxmKmglfO2zDtQfQB/+1Di+QtqcpjrpGVjdTimR+NAR6uw17Ez6ONS0hpCi0l2olBZs3d+A1pY58Ew69W+2fgT7ZSSViO9jcuxLAbS4IhH2sugFChlwttlci/8sw7SwIG5gp1KkXkFCjxEvE8MHJrjJ7tNCBmM/UnMgYuXXBYvqR9Aj9pl2H31f8s6dKej89Z7GpYzATsOgApwFEAC2GGugARGXDdO0H9zPKguXa6/zKAlfpS/K5xpL2Cq+OR1BsOA1vo5Ai5lPzirmJ/eA4J6HaTGukMqB5wIMSZ0bNozvvMPMf8dUxnf5Wutu5SljI8F3kWjtrmB3SdoQnNz52l4YW3CmV5d0G92KmTQUdsC+OwsySg83gzkd0EDz9OzgQwxMqAh547Ho7iYCoUM0DuQWuagSChK8OwEO8Ikq1vbn1ICu1gTMbKIkIFfAMpPh3rbrhsw48UxsEd/VQAfnkkAgIzpcQRSdiT2dbZGbNc3Hey2iOHoxfOj03VKHbwD43u8ynaKKlbCQ+r1mT7yMewciKPM56KXpFZPD+cBCnry2Py+DMmk82KT3gbgJNulN8cFB2yZyIfDWxNCBjCodZ6g8PQEMAQwUY+Nb9vH7VBxzb1AppbWCRlUGwV6uA3qfV1Q46AE2uXyoZS1G2+D3kl2Stz+bTtzyfESMlB6G2BvxoGFQfl4OvH9AniW4n3DdufKMlYm3Y27b025Bg+NdBpB6TErVW3JOZrxQ7dzCUjnQA9K2UmCgxshGqSeaWdUE/bBdgWpyKJDxIoUKAhKhBnVcl6WvE6jXEWuHcbTpPUQwMbFDDh5l2j1sDoKfzyzgQNoIaqn2yfOk3Q7r5ft6I4ePT17Pf8U1NH6aX6dsW4Kevq4rWJxFZUkQrcYZ9TZnNLOmH2uengkGDKvV0c8BFVyGD95ncpGV9LZenxseVYKYgb01LNEwBs2Xtapt6asbnoR0Rrvk+4uJ1pxH9XLI2gQA87cywYKTSd5dDwWNC+9Q/Oa6y5lKZPHgv2N0V0bPD3muXEBAwIDM0TZsxb5eNKwhbroN6xOX72YIofoDIKv0wuEzCIuR21z21PEukSen/DQmtRZxVCEpwNy025zIf2J1hNS2nBIJydtZbQkFm8DMX7JVKKhMMYyP2yOr/uzkqskVY7eIkiIpQw/KGrWHNXbPLGoz78r304dC70qeCkNjEGhLeWn8Z8b9NCvkgYc1wwgx9EkKG7qZaHhasYoQrZFnDP79Gnvl4qkZZOr2KPMRUTqGvteySvEhlOsAOt7uE2vYhRgAo6TzMVT4hhRt2+7rSm7BSAioPFt7RowyagKGORAhngqiAp0yU0NECnoYdwOY22g3lZypzKi2rPAHFJ4nzSmx0Grg+2AMW44Rb6e9W7rdbOgB+9ZXGJGkx3P+LTHnOQi67VbXaXtZi1pv7FYAlAIOqszlWwY/Dds7Q8/knmmBUVq6Y2ZdHBinB+dztlRpaeHtbL1jGs8rPOxT/fspqehn6BbXMjG5RptMAu3f7QWHpkNFFC6bsSV3UhhU2BTXYK1FJ0IQRK9NRbDwg4kbCskKES3AfiDCXhN5nEZxNMTbeod4uBag0R9M49RLevm7hhA+u6yr5u2yd+9p6s6k7K4jaCRt42eHgU+CdpkwgJjGq4NzpoBY7OT5ZmFBD2jxxGrkm8/GyFTpzNtnod7yBEjhznFNbTszRw/goDPU+u71GVmMnPuuktZylA0lcqOnh6AnvTioivwmB339KBPSRW36MvZd5QXmsAGcss0BImgwarz9ARlOuJgXB/aBzvPX5JCBpKAZgJ6RrECo+JiOSaWvk+LQbIYGfbnpG6lCIJZ7a1tCVD3EsDOt7VJq026sy48OXGO5enpgE4avKSOfSNqfXzKTtKATJwmQU/uSwPYjRoonp6cByQLqxc5SEyU3vP5SWeprrG75LrgOUg/3xleyBYZFcalL4pEqjVZ6HBEAlzGCsEbwzrftu5dnDdEC9zTE8lJJx+P6aHRT7w8EK0o0ENAJAlIFfTQ+8O5WitPT+XqwYyk8/QwPEGAjQsZDKDHE65SZTbeFIaDHUvZUfDjAutd9rIAnrtZykq97zw9WqIaL+E4KeZKM/l0Uio/Xb3TdpOm2mY6maTN9ZaXHO1oIUvwwQERXG4qng0fe6DNi+1e35mzNRuIgZ4MTM2BNKhvG8aODIpAdgxWH2OGDMwEROg0pveAcTvcdgR/4QkqT08/UoSRSjJF51oKWKJD7UHNjEqa1qMTnpnLYyDk5GIEPXpefR0HFHriCsCA74zBUBXnwssk1rvJ46BM7fDZ0LvUHVtau7qLL8OlgK6aT0wu+WoERFPV9L5+7vplkPL0ynLSFR3v5e98l7KUe7Pk/Mwt6QQ9luaEfXx2E+iTRbK665uD3hYKbfCaSGi2eXPos7f4BfaWYWcTTw/kyUIBLAx/RV07oNCGCWaAC4whHvMRuXaSnjUAojp5TmwhjEDSmneEW8nDE8YR9+Y4CLEkmBULwwSjfZ4eAA9YeZxWZ4np0sBUBhtPbJqqLJhYw1pn7aqnJ4ETqWy2OnRXwvAnnPn0ZnB/1c8V6Jl5Nrgv9fTkPnOARz6l3tsf28f/CZw4NyGAAr1NNpHn0lTJwpvj+ZWwLUHGbgsvEOlz3CGSjFLVT5OFhtBDgJ4471JwS0BkRtkEPeBigyZn6m4hsW1gN9JpZEoI3zaomqPZ0pOTGm3RxRUYMxQjTsQsIccPaGsE+PEGQcFtT1LlUu7rsgCe6yx3fuJT/k2sk/O6M8trMw960tOTpezXXp/JE2Qj2bZbqPul8SHGmOoDOdk+mJy03MpdPfhCPvjRtZtJ3OJvozWYdTDCTYdJMUDPzl96TtwxUAC4xFA5xWC+rSUnbVvvb9med9W2T5c/HWhnoMXZUqPGxXZ6vRT0DNdQOxz8rLYLMo2gppa3w6BH6GMFbmgBKZqgjjN5vgQ2A30NODa9dOP+1Xmn94X3kJ6gBFdCV5xFJ7yKiXPwjAqoIejPGB69nsMjPVd6T05c8zyazPHTN+t/uyenttIXwtexCd62gmePonRWkAusu5SlDMXz8doPxuhg7mZksJSll27Et4GnZ23vTPYP5pmJyJbQmQKljbGYHoNI0QCHRfAhMMaGnh6b5GJCGpwwgJCNxEkonUrobQ6IxPjhng88/kjYGcBKeq/sUMmqqMSmK4gchHIDDSfRlyCCNBQg2cm4GAp7bPRNAEtJDABgsqidyHOmxpqSs3YFVfadKGQqhKCDGrtgiksBJNTXcAbDF7q9oY+lJ2Us6vkZPUHaVZMyz2eFbQWQKEDVm3D7ZK197FF9fL4hqJtxPYzLCcob15FvR+00ugEw8yJ48LFSIBjXBUW4kd4mH/P02BQ4DMOS8NTfia1oizO8AFeJeXr8naIwU4CaGJsJejRy2YBSPRsmzHQsZb/E8Ny65f/+6f9P5/9QncGDbJ4TcHWm85eom5sXhru0KFk1ca0VK2Hc0C47k8EWkets+0FhLGksSipBLPf4krHfkn7b6G2BhaZn6vzx9JD3x0zp5RIc6CluLnSwtw6lAAM7WKe+wQAlfX8F32Jhb9+PhSmQ0E2UZcLctddf/6B4zAGe+G31GpOj466BrThnTCBSsABADtdjq7LUiKXyZQ4wuU5IUruL2RWc11UPZTfSE6DeHLLTGBd4n1nnbaE+BrPyIOnY0D1sSo3DdjkWK/1tAD1MSj43sferyAcuP/Jcd5Y75lKQh7LbDtLWR+bhWVTalnJPi80L3YDOdCowaFgfZHWc43fzSfQ56xQy0NfUJvNuMgrgooaU9L5HTx42a9sqLO2hRBpxPD4hRPwPvTJuPTfFuIydEaVPT/UAT0DSWDnzNvACo40KGcDTY/2E5YLpVN8IGDzfztDzI94oDpedJCbvKVkNQQdNWtqBF4gzaBwNJKEjWD2Sk+o2caUwFhwACD6WeWoA9fBg+bBe15fMYJGu3ucb9PqvDoITu1biP8q6EDSzlajmINuRojZ4kTiHibgdCjaJwNJuh3aBYpPdgutK9TYBLyldnZLVU2DjQgb2hPPFGD2BntLALMYV0xMen/DW2DMaWdiJMLGOgR7SOItr4u0YG8U8hsj+Wm8MPT5t106OaHjaL3l4bt3y+Cc+tr3/fX+KQEzrKKNjD5d75OYJSc5Y5h17rldWJYf73QcTR1nm7yCTxtOUIw6XfmYPVTi65GFBn0seWgWTf2SrriD+kieWPnzYFLzOpD7lUbgFz7w5Jx7TE+3lQOl5HyyuxzoGodMNthBXu2EWcAIfeHq0k091MOzdXs7gyHZ2R69lbFAJOqtvoUr9JqCppVOwA44rKCGalycATICaEGFYtS29ZG3VTl2pzn6bX4u/4/tsj2X+2Xiuna0t20u9596pZVpn+9jlt35Cljp+k8bI3EkcbFbzH5sUkX7vJxmZu0lF8OdI6nM9EdyY1DlNICp1EJd8hWnNc9Ajvyt8KQaw5H/jbytOS1nKUm6BkmIu3idiopzvSBg3UniGNoNwmQZFzYUMrD6iJf1bYjCtYdqsC/yEzz7iFKjQFtTo1fok9uOxMQBDQGIxtjHDPYuYmlyyup9P519et/XkYiWewMHPAEZKipbEGnp/k6X2uKOzoODlRN7Go06yGkAGumv+O9sZDUHGujKvFmlLZajxpk/WDsKMukXxBAq0EI85QIJnJenDOPxQNlMjz2BUOlD86kj+oDDMwkDL5TbuY/7h+8LfaRjMVBP97xp2pfFZuvHcgcHDpHMY8Vx1Xn2Z42R+nBHnpdJRxBCrcijjniL/D0D36EViHTYq4x3AqOdYEsU4DFwmVx1eQIIejFWY3vn745RPPKWYz9iS48rD0y4kSHDOo3hpykJpu5vFA9To7B+DrN2c3rM080VF5xVc1rHVXrI6N1RHiizvje9Uauk2y3ZHZTeuRQtgGag0XiWkPT1btAoN+CR5GwkwLW7HtyFLtcQIztqmbZAw1buCbMMm5WEJkvDTsHiZt8IA5N4SL8c+2JFE1xLqbbygwc+W6wclmCFPnLjs43iycxoADztcvfw5iOmYQ2AjxjnS16besfDI8LqkGhtjnLKu/6h3jB6kkapGUDbbMXmFxONQ5S5NgHhGFT2f169xnBUQM1c/sRiibs7yGPOtMlnWvZIVU/ptbp+RULBCcHsL7tGUa0xeJusuZSkzZWvUIL5HFiviE7boF5mw2BPPSyhGABZSs8L4RZXJiumhXLUIXCU42rTtet825hXg5I+CB4aw0uoPNbOkr8Eb5GBrSODl3pSSrI7JNpXbMH4SvbHToBOpEzHAZJWjDPP1OA085HJKLo1y13FeLJHzzJJFRp2vD8ZT7TsMhilZjdV4TKH8Rukejjzxe6ey/Al6JCcPBSSUNsfBSINth0JQQaATvwUAhURaeiF6FxK6GgjbYSip3pX0trGv5wOiYk0K4DAGR54eeoKoIFjxOSlkoCptbkUMEBE5n7hJiQ5kbJjKXDtFzeKBGHPDiZh8MqZHJwEiX804oMzpEeDK2Cik+DgwdgZGqBPGmxCUz3gngp7Ym4gvf9kvHp6leDHLADDjZHrloEd9vWKl1hGjf7Kiw95Knh6CnSaG6wG4aNBhePIxEWZiMb7Ac6AHcTDeP4m3Rr8dhCCFghuiHD/RG2NehrXnYyDHOyb8UWdejKBEwALJvA9QA3JrB4NsHcDEfg1OWgdzxWN3rMSgAzsdTrZAD7qghAkeIwtubU2i2YuTooHrh5calyOnzSOoqXpeH3qf5COenvD+wKNFulo4RnrQ0wk11D6Zs6fAFOhs6VGiwACuNzqmTHJKpUAR4VHg1sP0+K2Wy87S5v+RRjJ93v1v7cOHFfLPOQU2UFfi+HopBaWyMPZ3DvSEnCq3GQ/m8peF0raUe1psEkkaa85r6UUXRqilGECuy3j2YJDJmbDReBgDQ6CQSaoxYceksgRoQp0tvLGRhJMxDQZsdvuTtl6fDSaZSM8YfYf2fkF38y55cyLL1ZPD5Mt7z9NDZbYYNxE/Y7Ez6RUmMIm/M/uOx2AASOGcIxcPRhsCO6fMQagAtYpt6HUJUDRQ3/DxbR000reEibDHWNKJTtCjIEFofxlnJEZReojm+hWxMsW8nDmNcN07VgefgcFCayCYHPSMBUVOn5n+OG9lYQGZBiEmycGIBfBTjAciBozp8etNkYSBwgbJ6tWBuJ2kOqLNpLBB7rpEGyhoAE8j1NvSy+bjjVDfxMjoz3GCKfMQBcXNKZyY6dCIGxeC9HwYeY/IHrdfYniWkq89QA9pwiz+22N6qr+S/qkC9jpLuHQ+blCYvhW+rViO5hKXKieYnVhOISO7XHVAXO4Up61zuUv3n14Z8fTkJBtJQjGRd9BDpZ5UZwsbBz09nm+HCTgR1OeeHlgEq5sIUGOHEgG3zHxdmC1CAHt6G4fk6NfRyePso3OvZZZMleptvZ9kOlUOu9wc6CmgU7fTrgGthHE9gvVVwKQDLgOI6cBMgiFIws6pu6nC0lBfghM4S1DTCgIWyCNwOtDj9eo5vM58xkYL4+DJ6QQNeEgMftUBMw93iFbLZ3kUK9B2yac+4nLUB7+U+7vkvA7GFrcoI+0BY3own4Z6G/swUchEYk3SnKsPQh2ZS2kgiXfO+zrMii2+Y2WAxSa0bjWHQpseRPCmkI+H73xRlEMhy88qiCjCQNAcPY7DrPoMnoqJOhsDWWEKc29X9Bfr9cbDN+iuiUmutR0Up5wsM95mr0IF9EzxeDPo1BXaEg35gMWBNq6zj13M6eODWoGYwGvIbyP9Xna49PToZILAZuyHWa+za4055jXM3Dvi6SHuEdtTXFYZcPEVDJHav3ovXDxGrFSVUDVYJ56ryfldfZLTUb2t2sVnt8U1pyG5wBQV3PLZ048LJIyS1b2QgSUnVZlrV2Hz604hAxj+4PVxg66nGKEARsxidBT3J8a9O4uH5/4sC6Xtbpbof/Cy2AtEFZixQAmtn/NxstcrtwytY9vzQc9c/9arqXQtTt3N3V6R6yYnxbWtu2yR2G4uztFiQs7orYkhM705xg03T48PpYj9Kf2SUH1zT08CJXhrnD8eYMo8PaR18RomHWHog2PsKAnOIB7m1YlffhnK08Pz7ef1sXQ3LB8BTwKf9NyQ4lca9gViRLltUFMb5aC5becFIiia9fQEbYXgq9MJmEhrj97F+aewls+4bM6zUsmYP7veAQnVFAOZ2SwNm+Kd64+HCUgh0XZMZW6yct66S1nKUKjZQYDj9DYDPcLEYRJS99qb4dlnAPAAiQ/H+20XFQgwoqkELE7QGgwqc/XjsabFDZLCBiGDlDSDAhu8LCFbzXd3E/GqCOp2L5NOzDOmR8UB+LGRY9PaKTUTSuzAPS4JXEhps0LegMXtxMz8YB09MvLeufw2vEAJ1GpTBz0H6W0YK7peDp220+Kos5DCLWB+wFvnk3WtY+Fgdaif1m/5ZJvdSjioVIgz424oYPZdET095ZnvnHVuXRQp7KEEnjBAUTJGbJeAIz2F0u5ePD2esqKLy2GC26knKEEPcub0gCgA0JicNOlyTnEpT08Y3+i32XcxPWHE1bcDOaugmJqJao+g7Gceq0PrXfayAJ7rLHOu41CZOift0iF3c2x80LIewAYSlcOEKDxIKYpT1FLxIFXHU1zb6NcY01OUqPDUrsrTI30I+72gt83LUge4CY9N58nJ199AzwYvflGvwrMTYCnWQnCfWxNDs94tkgIU8/z9Rw96VHo1k4PBssbrJ05+UN/QgQ4vLX+PlLYOOFBgbPhQZS29NqDpJTVt34OVjP8BHu3qZF3E909z5SAXgQKptFp2tLlRgU2e2hQukG8dMeUizCWnm6Bg8SROLlyY7NQW2D/cB0BPOw/00NKZuUGOpyyUtqXc06K0tQ70MA81xoLw/ob32epdkjo9PHxN4ekZbdXwghDUuImsS1Bq2egtsQ0B0eAeRl0CosQsNALiCDIJKA1bLWN6Ik8KjEQpe71u7WQfnh6JSfRpuAkV8D1bR1qE6lkk7igH4upZMqbHcwPJxfZ8OmFxNMNZ5+XG3Lmjt6UnBwyGxCzYyLePTi+FDOiOy3pahHCKHjM19M0cyzjWafyjdOWUVS4vj0xIZJSd4KBhgNTE1ykX3oE4HBNAD707FAWI7Qzk7dzjll4tPqtG73dPJeluEL2gp2i7hQCSenmYgNR5aiXgIaNjenpc8rWnxoUR+yzBUgBoiTNz0GMewLj/qdJmrJE19oe5B709FeW861gbx1D2SwzPrVs+8L4PTZalMK/H7ejEWV4ye8Hyke+cszIQyaCTA5POuGemeOgQdR4Z7yV5sqQNTWacGYfX+yoQl6KT42Eu69bBXdi/aIijQT/obUby4yDK1gP4mKfH1NuC0tYLGYSnBxazVe9it39nAEPOWuguQuyd9AI1YLGNcCf3hGP+jKR0o0er/z0Zd/R6iCR1xS/1uXiUsmbxUAQ+lJQuOepKQkqgw3gexujwvrDeJMIrhgf9NZZH+wVew7pb1l5ahevOV+xX0t8F8HUDbw6yzE9BfvbkUYt9jyptetUHYK6FkxG11KUnz1fgSTDxaj0IWwtoOIYyc97nrruUpQzl1KxCfDU1HltiepJ5BeMXY3pypt09YDQbjb1tBI4H6EHCR4wCpEZ5clKbbLqADC0YcDUZlcz6esQ9hAEOs24HJ2ZNx1hK9xQVwIxJwXFWlcGYgHQjMSAZ12P4CZ6eVOMSqhUm27vMx8K6iO9xpceT1nanY24gRvvYLiFIQACAPJdObyPPkDiA98ITnmIZ6Viad4feF+mPCQSirV6oiCU9QHULBbgIZd1AZkdxQywRHoE+zuRQ4Gb/2w/Hgc90/VSiO5i7bVBTQ0UYmR1hIkaMH1FncxAsNEQCGDcYR/wOjylje9wLxASlcWNKkhrJSSGX68thKIgbbrS4dXqKImccgVYsi1gdUtwKuvuaTo87jrK/iWJ4jgdmXpLyuC9+DDrXTchQWwfsstNGloaWtEs8Wue8rg/jC6Qj7jsj/pFe+v7bKQETT34FrqAjrY4SyzqPxliGxtDzMREbJ8bVYH1nUH1a0qpQdjnkpW14DBUt7zyM3uZeohI2qIk95ZiZwBTf+NvqDDBFjAyXU/p50646aCq6Fz0q7nkCYMpcN/Jty0/xzXX091UANWv/VD6mUHfV9ruPzyk/8GbZ77v2J+10f9Ku+rctO2lnLX7nMqx76stP/Nu283ab1Odn3e3vbPic7kqq2u+F/71pu92mnW03be/8+pCjtt8eIExJavtbpKiTdgkEFwMuxTAE+Nh4dJ4sNbdlO/ywDp+xLoJCC3WVKtBe4uQi8NQHvTQ6xPob59Nf/jJ33c77XG95wxve0J7whCe0O+64oz3zmc9s7373uy+03Vve8hbvr57//Odf/06Xcp8Wj3sQI1fP4lExmZicpNc4PchqAy+K7Xb0JHeRCdHHB6WNMTAEGpbU0ahK9on0DTlomTV/ZbGva8nZg3VsGx9fY2zND+tPTmTcrbQP/tls2srqsa59+3i7Dnqb11usBeWX/TvG5PWJbRu5etzy72O3fYeXSOuqjbXLWVedtImPSVavTrgdaGEbrbNtub2dB+o28Yk245Jwe/9cwfb2O9vHxxK9nNSxxHyk9m/15qHyY0E9bw9vIecdpTatapn5o0DeHCuORaY3uY26nPwB5vfYAHxyQ7/XG8z2g5lTDsXZNwc6zTSQtQPf8MMRBe7VS2SzA/zNWGTMiIzeNkbL1jHt28kxyVLvVxf+XPayUNqus1inSR6oa1sSbNDoQgvHELfTCDxCbXPWWBJ6+2KGY3sslMJkkXc1XcA5IaKevK5XFryyjlt+BrPCwbIvstSRGHPf1rtt0B5IQ4OQgSu3uRtXQvVcjjF43qdeB16yg5KgD5hvyOjWbW8myTErKnxjLvcI65igOu9i9pa4K6gJYayitleo4IRAglzXbBqd0XhPNBh+8Er4PuntGrxA9glvTQC6nEioAEGCMFFrYy4i1HtOnCEPT4JEbMt24xt/a0zPQH3rKM0zjwANVXWvRSZArGeZeiDrAG870FNtTWRKs6Ku3MSyN3H16A0SS+Gce22Rpb5meetb39q+4zu+o73xjW90sPP617++Pfe5z22///u/3x75yEce3O6P/uiP2nd913e1L//yL7/2TpZyKUqENcByL/Q2H7K2JvkvlCLQbtzBYv2SxeyA8lW2DAAbeHEoHJKeeSiyRa8T661JKfU8bOE5WXsCSEyuQ4fZZ/DeF6wRfOOTSIKlTXlv84iYR4W5eMSgp/0Ix9dTI0r33YdRo/jbSvTaJU0dSmqh6tCJ46QCm5Wp19jqQmXN4lFwHlzVwIrnMoKctceCMKdCJYt12pcdW8aWVNLVlKzOPeIMPPSF6/dVqgJXxlXNzI1nQGbklWtHQcx0IturaQoA6uq7BTUAwQPHZRn7Q2qYUwSZMKo+SmkbEb0vQkxPDXwS70U1NQ1o47Z+PNy2ZxIkve0Eqm+ybfw2+n/EGlPcgHE9JllNT+MgQ3RkMTyrxcNzq5cuyeHg4whLtvKAqtAq3dGC+OKry/pQ0Qj6PBgCLbi+fZkGSMQgw4TP3b6xO6M/keaUiSgJetxLUNQstQqGV6HidTLmBJ6Xqzt4aiTZZdCszAtyUnEu4uWx5JhMrFkenvLKmGfFvUSdt4efjdfbMfUqaHYJYt/muZnU4XNmNKjOO9SvM60TT5NfK5yrepNsvxn/1F+DPAcFLpQCJxgSylp+JHaqf5R476pNtcB4HaVF0xEiXAt/XEafYCm45WMzyrbhMZsz8uSi0UqoRoIJktcGuE0XojtZh1OZtMYdU9lf56e19slPfrL73HXXXbNNv+51r2sve9nL2kte8pL25Cc/2YHPAx/4wPamN73p4OFst9v2whe+sH3/939/+4Iv+IIbddZLuRcLHaE276NENeeIYBN5zI7b6tDfh5eXqQeCBtvF8iRNlomLx7xe9jH6miWbDi9NeYPi7936xD/hwSETIr73ngi06pi02z/mxXFPDrehB4j14unZqKcHnpIrm/RulKeDXh6roxdIWRfhtaGnZT16a9wTU16Ysc7jegbvEXP0xLaYAFPpK51a8CrlaVZdtdMnKs9kofAq1TKcC47JQVHGPCmpQ8HP4G1RUER10zkDfo4L0/62WzJ27w6A5e/hExRBGjMlr1LRToYdcUMzq+q+e1ECN6SOgMZBoU1wrA6TpPyG92Ybs4YwmlIxovL0GI0t/jawhm8XMti2lX0GwHNM49Nuf/HPZS/Hwfe4rAWBejVh68wR8ALV6plvzWk8ZWPS4v0MI9N1mcQ9jKCnc9+S75vHSBGAAlc5MczdRAs2mEUNJ8T0FGCi7qcjsSQQOdgOoEcn2TaZN9qV1ilAMboW6W+R0bvW8bqc+Ctoin2e7gDGQKEL0BFA4owgLV9GtJugR3Pl9GAilo2f2ocDKv+7AA7jcAjQqk2hlhH0CCWv9/Qo6EE9KCTlMRpcyBPA2NdNPDzpzSnBiu65kBU1sJT0tUicpsgmWfh9jpxhp+n58deEz9lQMsfD8M7w+U053OElhEUyJxEHrJI3G6XtcY97XHvYwx6Wn9e+9rWTdq9evdre8573tOc85zm5zCZl9ve73vWug8fzAz/wA+79eelLX3pjTngp935BDFuBnpofjjE9Fi+pQIjzu1BvmypGpmgN+qWO3oZxoKO4gRflxhX/tv59I0AI28ObEx9ISgstLuht5HOtZ+sDuAh1S6lxJycdXY7gJuhcI6WL9Lbw2Hg9+5bVOaBn1dPbLB6IwMsAkyuBYr2N1Z9EXJCDHIKZBEQETArAhN62Hi8D9j/UJ65MMBWCAvTmaPhT/A3BgaE+rFh8vsbnTb4PGGE7B92IawB6pmYseLo4f5K2Al8I8Jn1yMyAGrwXToFOsCUDH+dkpESPXiL729qlQU32GyDHPgZufCfxhmCdzUHQcxxlP/VPHfxc9rJQ2u5myakZLQdyuwts2EsUygCJXzgBbEwwKpZ1vngAPaEnP5VzTNBDD/9Y12WaFJcuNOqpuNjRt3IwrKzcKg63Z84cy1a8iYk4c+asCXpcuhH0NogS2D8DA1d3m3b72nI1RA6DyEhs+7I4FDsCBPHBZQybklPfLFtxJL6LCW9By03R2yQ3G/ttG3yV3qYXadVdwr7L5Z3kZtHN4cWXnDesGz1ffPm1bowpokeoqGyIRdof8PgIvW3M34N+fAKMYGOacm0Hp0qyIbpnqbwqlS5NLmE+7BI8qg/hAU9PYRHcxTIlx7Of6mt99+lPMZOP6uiXx43n/BA17rKX6zH6Yb0PfvCD7aEPfWguvv322yerfvzjH3dvzaMe9ahuuf39vve9b7b5//W//lf76Z/+6fY7v/M713MGS7mfC/sBGijI8AnVzJAVdmEp9+RgkkvhKVLgrCHvHNftZCOpSdPAwbBr2i5EeQqU4pjsVQrP7GvW1l/uWzQbggQUoXFw4otPM/YGu4acNSaZYWVEzBAPr+ht/mfHb7P1IFntTdSLlgmru4l75QwyUGF5eoKMptRqJi61UklEeQBJixsTkGL/SNAAelu/b7tXO9LbcgDG+WBdqrBNBF5glMoOnQMi6W0UhVEvj/bVM2E1qTfB+tELhGdgopkpfwqBfsqQ4xxnBiStVLJarXE+joUQAecLEyq1eXr8mR5HETw/mYtHxpLVSG+DJYB0NWvL6G2u7BZKoUlrcEXZuP4xtylZarvuZtb1kUvobcdS9otK261e9BVWS4C8qLVqWA2oXy9vvE/OEQo0DcijJOI5h9H3wf3kETm18hhy98iOPHby4gHSmJ7y8oSwonHALTlp9KvBEXb2827VzpyTHZ1f5HuA/IF14vuVB9NbTI9P8pPW5FI2AHrgieMaxSrmTbHj2rYTZPvGNL7y3eyNYhvLogsqe4PtzUDPyNLipfFjh/WSl0PgbCavmzqki1LWAR4FIeLxoZeKMT29x6v3elXMz/ABpWTWo8OYHsbvdMYpikwUZVEtuPUccMDks8AOXUDNYLGbPGAXncjLAz+Ou3pInfcSoKfb68SQENbjY/Pw3B3AY2BHAc+9Uf7iL/6i/ZN/8k/aT/3UT7VHPOIR92rbS7mxpYzeYbCyvjhz8dDAJSEQIVmN6EczclXKleizrN7kgDsvj40LZqBBPysiBqHEGaAnzFHspeUNX8fUb+OGt3UItxEAIQ+PJyFQI6H0zv7OM3k28YzHxQbo8bUGdkS2cop4FtQwotOXuMufx1Dgjjlz1meRc6cKzjWufKlTYqcRsxPjD1YJ+hmxCNMpMKMC59yM6fFpAyfyMma7AlsY+GrslqOS9f3vDp+IR1+sg530NOcnaTmUdWhVHPtWtndwGOgNr4me8Kw6yIChtGKD4gSChm2jXyUl7Yy5ONFKtk52jT3327Yz7xhlqjXGmQycEfS0HvQQYCNDbBz37qzt11eGWJ7Y1ilz/sAgsWnOL8wwHFHMBD3HUvYzLMJD6132snh4rrN8+A8/KpNxKcItTWMEi5qRhuXh6WHwYX3CHQoZ5rnMl/wbIghjgXG+dynLgEdARIufr54KP8HldstgBsBT0jHAik3KnZonQgWxnYGanQCe6PjtpbfTNHWxACYi2+j9U1DfElL4AF0jSOThMT/IMAnOY7TonQgxzeHVDzk8ShsPKOyvUFwjdrD9RJrkqS55J/8WL0mAFw5u6onRWByVpObyEiuI7947k6AnqXx9m6PCXeU9UjnrqkvFNbHYlOVGgO0coCFanMSczQx8ui2NX/Is9iIaveGu+5yHV0hdG5d3nh544I5Elvp61NeuJ97VQIvRaD7ykY90y+3vRz/60ZP1/+AP/sDFCr7u674ulxmf3srJyYkLHXzhF37hxQ9gKfdZObUcNPl+96DHWWESBkEXv3r008Pjr3ykTwghA7OWcz4ZErzhwV4j2WKaqjpzlOfxyZxYYT6ih8FBkclBp9UCYkDu6UFeO9Y5Jc08HpG41HPusAOh3LOtZ3E5g+e3A0Y22wHlqNwl2LWJGWCCylw5HAdcltuYcbi+UShpgPEt98scd5XDJ9UGchxPt1Z4BqLjKtoFhBvc6Oh5aAQQuUPEwCAkl7UPVuCB/aiBKM5GPEQzktUZTD9S3jrveV/Su3Woz8ZhBuCY9tu+R4KecYzB9fCknZQU53zK6wBGHDCVQRSDgbs5w9MzQ3HrJLD7AcqZOattqJhCRCJEEwyRrlo7O3N1vVyOiZWBK3/uGcsj5lF7hilkYEblYym7FNa+9nqXvSyA5zrLAx7yAEl4plxixs7AJY6ZdxckaPzRE9IAYDFLbkD0GJP5pljtONHOoqAHfQE7TnZq4UA5YD62lxNKatP6VTtTBRnxPu+Ru8E6ZCYZ9eRfpHJZDI0r1YV1JcYk0Nvaut3VVu128upwzq7JszK5ZRsgDbzEcmvfxyJ08taZRKxmpIvzhGOwxZkmz4kqoqTXaO91sOV10CY6a9qV1MtTlzgMkAzGRfeFexHiCOCmk72bogVW34OaVGhzaemgAna0Nqx/mvLd9fG4JNZ5jh3EOO1QlwITdu8IlhBnhL/tnnpAswUqh5pzx/UPVxCUlLogJmZEreVOj8TfPleQvxkgxWzh+ZsBUvhOQI/tIXsX6/O593aZSREf0h7t4D0oAbLUHriFTzseWeq74+G5SLntttva0572tPaOd7wjpaUNwNjfL3/5yyfrP/GJT2z/+3//727Z933f97nn50d/9Ec9bmgpl7PsnAbF8QI0Nnxvz1bNjNITgSt71QB6aNTPvh792RloOjG01DhkfZ6FckefWyK8RW+LvCgS5VfeV08yaZM/IA6fMPLbKA/bSEbK/DxU1/KYHubhkVw8zj8L0JOTYWbwpCiBpYag+2QlE2U7v7WJKzBnDqiz4uEIQYRKcF37hkIb4z80kNF3GYYr75eYm4e0Ae+a1hLPi+azXiltrV+H8Y68UazgrhNATZ8Tvx8JFEsMLirHMbLOpQNH3fEUsKJ3rYc1HGdrnjN3VOqZq/kPGB/+vIYPsVspxyx652YMa86wieSz4UOSI/AEpFRvGwxu6QVCrilXy4OR1B04Z5X7R6j4QRW1uB079is4f4BiBz22v+MwxFlZKG23cHnYIx4SfM61mXygjpIdar0nSRZg4CZ6C+vc9jYJU9oN3cS5Xe/GcCXP0Qmqm7seZqghpHFdrOumwhP9Ud/ZBATYsT8YDCBBOfB+er2VfMGkLoRQgUlWe4CmzUPzsDaudgbjHJZFC+FxOWmnbinhFuh964ArIQt6oQAZAEP7LbJ4s7NlFE4IK1hMT8k/ElLFQOewJceBuqLhkeo7dNYamOB17m02xoRAoK7Q3nivXBxhfyJxN5WfKMDPpovbKYGGAEIJaAh2OtlqS94HT5GKIAgAs7oMKM5vG5wl1w7Nn0lfE4TbrRMPXXgiil7A7/T2QZQDTrpubhDetJoTZBC+vAYcGPi4JsVRAEHv4YNCEO6zMFaOqtwoD48Vk6R+8Ytf3J7+9Ke3ZzzjGS5Lfeedd7pqm5UXvehF7bGPfayLHlienqc85Snd9g9/+MP9e1y+lMtV7D0527Z2JVk6osTGmB6ODezn8Tvn695fQ7GTE0TkTbNJWggSUEErFNqsj+L7VrEttshoZlZhWdLoja9itCAnKGRMj3xvTnzcinb6l3nv9LVhMp9OG8tPA4pagoOa1K/M4mhgCvXpyXGDnWGdbTMKg5+rdFQOSk5MTS4myNE1htXeQYcxnAwoueEllnmdg7Z9pDfziyh1+LYYFQen5s1h8lHGXVlSS9R1iUn9+iF5pgIi/syhXpJlakFYTJ9PJ29cijegY+3lqlUsYT1d7iINDtyQwycFGOx3WILLVox24EXy8xPzIyXW88C8nqZLAaR+zgRbWSnPB6y3YlZmLGjS1vwAB8uTGw0y+C0pbCGd7cFWiOjSCy/jmEuzA/hjnmLLJnHFl7jsF0rbUjzozawGmfW9gqzDao1cPDL5S9uHgx5ew5EWVAGAamhYDVQ0tWDk6+ncUbrzq6PjdknkVusHB8MJ6Im4D7PsnW3X7comBjuzDlsH5qDHJuLu/o0AQM3Fs6eXhxarnKzufNLufdeutduSWcCLFDNgW/0KDjVyb9tvDLi+2s5BT4AvAp7Yn49NEjybfjOXh448PTXJDhpfkOHg6h8eb9LWaKlS0JMiA7jmCnrCiVHqbPTsqFpbeHhaD3bo8RGRgoz56ShxiM0ZKGolnMA6eqVIx5tS2dixzfd40p8LcJ7FFrhnPqyNXgu/r3Xt9RmfsCIGdN8bK+UBxoCZw0w/7hxPuUEeHisveMEL2sc+9rH2yle+sn34wx9uT33qU9vb3va2FDL4wAc+EHK6SznqEt5Q66/3CXr6tCUUKyDoif6D3W7V1ftN8OJJoc2YZF6OhDXh03cFNh4EYuvjEY0Yy5Q0cAs4a2EIXJ9kTE/kpyH3zjwq6E/Wp9nLd1QGG2BnY1r3fUyPAJsVx0fbN/L0cOPVHjE76Ds1Rw+vCCnatUOedjA+Jnl6sAMKFaQ3hbY8rBpCPy6fV4Y/eMcj99GuAz11YqAr00uUJ8rTHFRbpVDMouu/0zZLVcwCFQV6xtigblN9IAEyJB6IVWCAaOxzPhfp/Rr2kfFpLkeUggA5ZgNAOkBViiF/g96W3hqNvyE1LudIMzE9PqdicDTFEpCnxxAvLX0AT9FUSFZHjBLWx9zkWMr+ggpsi0rbzVr4rBroMdlLnQfSbQvQw/iaeM4Lofj7Q5ifxq2ioYWrXWhqBFJsojOViWoLnCZZLxzfVGkRsJPn4/S2GEPI8XY6GgJ9bBBdnZQgAb3t1vUE6Ak+rMX32HmyyzfqW8TkkNJWsT12nK7QFr0VOnryYq2T37bb/MShyoNO0Sf/3lmHpcQHekIQzJ6tU0zQw1EA56ughy5uG9Cr9b5DD0FJctF7T49KTJfdiNQ+G78IcFRhrehrIxjK3xLLQ6pa1jMfBoUQNIfRoNpWoGcuo3r/CHWuxU68oJ6ljNuBeXiijiPtTQZAeU/Sm5OWsB4IpXmAA7JY8qbACNK3cvjH5uG5kYDHitHX5ihsVt75zneeu+2///f//vp3uJT7vIS0NEDPWWtXTthXao43ATZ4lAxjUPrd6zhvRpcbVGIrEdtpoCEkqcPgFM9jNML+lkRjvpMUIKYpL/YNnU+nt5GLBKOf9/mWYNToYB5AI7LJkqMhhQ5QfLLM2XIMvmJHa3sANj+OK6XeFocVPUuAEybuhtsLQMkhmyupmTstluR5uQIb66A66ptH3JMn4PbzYvC7URArz8zGkrRa/Rn2TWwHUGmgZ6eeHnpf2F2Xay07yU5aujM+8RkggII3bey0VbktvS0aQwko2KEeQUXAqFy7+n2cw4yrww9T1dl483hSjL9JizKTs+J+EZBwoqSiD5mcFBQ0pbUA9DB5aI5/GX8UXp0ESpysuZCE0dvkZiCOJ3Fb0v7DbDuXvPaylt0Fc+wseXhu1pLyjObC3h6wjgPNQ2llnKD51t55TRFMeGSGBmnUkv5eO7Gu26DVaAxohALbIXUuGygjAemQhwEeEPP0VHLQfqJdeW8qiV3W7Yz2AM+F5K/hdiZZrRP6WCeoWSZy4Ntbzp0u/82mXQWtrm+X8S4bb/dspIP5p7aNJKV9HRObdtsmtcy2De66H0sXZxP7S4CCNuM78g2l5yb3GbQ2T7QqyUo7gDOr0EYPEP+eihXQ0xP9sgoTyP11DVQCGRkYE8HzmdNA3vLWnFfSaNc9qxgmJ8/9NPC1RCtqn92D3lUL9W1Sd/nL6jo/S1nKWCJmpz5mpGIMXDev8xjMaY4e9iE2BvSpTtR7bP15jQOVq8deuUgazT6vU7b0CbtN6JGMlElKXdTA4mciFw+TzDBvTkT/W9yO0clWfeLRTE56EjE2GVerSUqZx4e5diI5aSYg9eSk68nH8ul4TpxzkoyuTmydyIEzXyf5ejKfDvP/ID+OJ0lFXiAmL70S3q0uzw9yB/n2nt+nzwNUSU0l5EkoY5FAVS5NV8d8Q71nqJKxRt/Lv2tdLmMndqB3mpmjZDeNuJc5e48BjDJlqgqbUM1ixWifjSAodT8HaujpmRExIOiJPD0KmDCPQ2xogKq5bU1dcKoUFZS5bSQnxbxwMrZd5rIf5oQHPrNZxy9Q3vCGN7QnPOEJTqd+5jOf2d797ne3G1UW0YK7U/DO5e11etucPjRfzJmHm4vgVRlL0uLg6Rm3iwBzkbokIOKu4YHtQBFobikt300QYYMxvjE96vDyqFKbeWyubMLzU1708NiUpyd4vEp9yE4DdDi62hn4dJocbPrfSSWw7Nut3YZ9ldBpWNOM7OBxPZjtAobi0sZxGvUtOp16IcMGEypDYSCih6e/0K4upwn48hMWNh3cw+uUeZhTNKATK+g8OqLIRpCYYEcSmqZC21TNzScdM6AnJyg2eSENkMc+k5OH4ET7agaaToJApd7zSjC5rX44ABGg6/sCq+OETiH1E2rEOEjkTz2gmNSYMujRoYIb7OFZys1f9jRsyFSrj+lBLh7WiUE++wJ4c9yTAy+DVYw52SxxKXtBLoOkTLQ+xNQxJoiGFA8h976rlu0sLtaZbYzs1yHE1rfpCiaVLkpADwr2UeYU/ApPzt5jieg5CHW4oF0bCLDkpB6omWMAx5GO3uZxOzHZ5zHXmD/IUjs9POhtTmMjFsDAYB4kV+qirlWFqpbC28k6Yn400IrMClemRixPesUCQPkpdOrZOuYN8TxDXdcflyNHQE923eKqr8564uTRhdzfAKKKjtLLTKd3xeOeZFowPvDw9BTND9fLl/fcf47ZvjdXhWMs0GhchlCOUts8bgceHY+JDhElgq9YN/L/hNKTGLPxvHskNFTajqkT39/AGJ63vvWtHmP6xje+0cGOxZc+97nPdTVQS3x9b5cF8Fxn+dQnP40Xv6zfVtzFemAbd4cGxwgrxwtOV7u/1Ehm1QOUiqWbTDb3U4XNyWskdd3x+DGAZ5BgSyztkR6gbSwHA3LtxIBlE1vz9FiHvBttGO6RMeVOi1GKtEMlVGB/+gBL4YCU5IxjObNRiwMbgvviiKIDu7raekwPwQv5u04T2K/byX4basXZpYF+52DAaAjganR9MOh1yS3vr18EGHLQI6VNLZoAGDOJRylT3eXhSbATFLoSIND1xvw8/YeeJqWw2d8dkOnyAamyHK21apgKLw+NVsUbAw1gmEJ0nkqsX0/z3IM2PJgqrqTtDJ/IVXCgF8XGndFB76mM67PGhltMtGApt0Y5OwP1TMcJxPTQop+CaHj/zdPj4xnHEBi2rM/MullKS/RZKWOMftqllN3T47PK7P091hKxnaHBGSIISXBiTOHaYhpNmEaFbCCmwrEslbPigFMx1alx6DOSCoHtzWPDbdGXR//CQVLoUTi/zMMjyl4xJmDg9d3Y8ZLaK4OzqZ+imf2ZeQ36PDwBBIOm1mYMkxRE2BltghtwMu/qqCFkUBMQuX8EVzyN7rb1+YL6qqpLz42CHmzDeF3+VrJI5+QZ9z0+Q3m5i6I39ulxLmEVjrgczsDrmsTcy7yDQ8OZf6c3Bmd8z0Bv6z92zxgTrWIFrGPi0rg/sa7F68RMx0B2bpsjcABjjyQ2HulNKkv9yU9+sltuCbHnkmJbed3rXtde9rKXpYCOAZ9f+qVfam9605va93zP97R7uyyA5zrLx//kz/w7FNjkJbfindOB2UhSDeQVyFXdjeBCBjqZ9up838Saxk4J9dlnz00emc15GOhqxi7bettlkvNcPD6u0MOD41it2uk2hjGXDpVeNzw9O09OegJtfFVocyEDV6+JHAbuIbDxiK5ry/C9MsCEeoS9WpCiDTxXbCAB6CFpImyLq8y1U34Y+T2ogcmV72yD/Kt+h+WPVkyeZYG8iNOJBKgCMpxqxxieSjoaeXkC9Bg15Ezpa+LdOfVErRA1kDiebUpSh1xsSE7TSwSam6szw+vDOvxtwNtpjaS4+Xfcd1se8s8Aw51aW4DfFM8bBpHIURATrE7OmnMDJNXLi9bF9cpARh4NZ270dJJjw98qRjEMVHFj436aJfQoikx4LrTuUpYylNOtpRhQo4Z5uAF6zgr0pLdHBGsstCUlrXNOKTE9EvPDvtCAiXv8HY9Avc37MTZWCabLF2L9d8TI2FLa2ywvT5qcTMhgF74iD8dJ7QDE53iuHo5/My9DBrNIoXHPAU9MzXxLBXwe3xPHECNC7DiPPa0o2DvEu3yccioUJaVjeYx467azvAoAIcRifpretULMQNTX8iI7PoXktXh6AhANcwjZhql8YpI+P1FN+eiZ+hjjY9uirgFDCKjpQVHNAdQA1nl5EG/LKF5dnh6mAfHk3wYykNtv9nyMZeNUGaW8MZ8O04bUOKagJwHzDOhxj40KGeDb1de8DqqmBu79vkTsj8tS74ymWW9NmU3tXBDjdRN6eB43pC541ate1V796ldP1r969Wp7z3ve017xilfkMqNXPuc5z2nvete72o0oC+C5zvL4Jz62vf+9fxI8YJMbBCk2LEzoskGije9R1oT5BnqTeSTghHINl6sqCjsI6XiyiCIbCzsaek8ZJtqZYzhRFWt9qIjY366j6QNeCiggQV1MNiPXS9AewnoR+ZDD2mKTci9UxdHD9c5t207CBAmQRY+RSZWacHWIK0fenaCeWesmOHAChbbQuwfwWe3bqVsGA0CNoIfg0YBUXp+OSTCmH61rbKAkPXKjLLXx2QcgRC+PGeAsmWp4XQh6qMa2alf3J+mdSa8Nfl/dRixRgBjNqROg5nSnQAhgx8ENOPbk2e/WAmxieebZ2fffzN2Q9AxVB7ftkEtHP6z3CdNIbRNw5I47A6tMVcE2rI45fHQ77j9zGMxZ6Qj4wdUegxKOKQ+PlQXILOUeFOsTI6dOb9TK6bsr81YQt4YbBIWNE+RYh+1s+f5O5pqh0hZUHeaWw4Tcu5LIfeLyA6CQ+biYh7anZmekVFCcsrkCz/NZBPa7WIJN/s3YbyIGtq+z6F9Emia2tUVnPV3LAcqqrWzGszpz2itp3fltSlt2kUzxIeuKj+vXhnm+MAkOBS8z0JmM9q7tzC2GcSnG8p3Hzzggck8PwARAhUtLu6MgjDyR5yjyDxF4ZBwWaGwER7ZtJSAt5obdM5/6s4+cKQlQZupVDKEDM44bSn66gBCufcb3VGwR43wqtqgQsAKmHkD1c6CUrq7J0IznCmBq3c+bevQkc6KOrTBnKQYg9Oqi2ShZQWctejGT/WNzFjcA4B5jnXjP1jdtHp4PfvCD7aEPfWguP+Td+fjHP962222qhbLY3+973/vajSgL4LlHstTlGt/rg26dmwURDv0JjC6DkozUu3rbkHBMFEYyNmGc/PkBlVxl7nfw9HQxPXzpSW2z4glK8eAiIZx7BNx6QXUy8rxjchvAJo65HP9h2/K4HNvxzLlanamwmYXLQIgBgmD1hQXG2jfoE+KTlc07NG4sw0Ol+2QWZzveUGDbTUBP4DmzWIb3qLsniOcpyIJ7jG8TIqDVqkAPVNpUlnoAPQFIgvJQVLcCNp6UFKAlthEpanxrfE/G86gqmyqwUWAi71MNavTS8Ri7E+yshPW8ZfI66dMDaNSyCRWrHy/qOcX1T/n2btABmYF5erCfvBfIeZFSovLt20KhLTyu1+6YL2NZKG1LuTeKx3aI7DQN1bSJBYsHgAbWbkpXZwJSiwVRNoLm8KFym9itQ5QlKGr0t1tJQ48/4Jgwi31t5wlGYeCAjS09uw4GrJcX71My2VQFKMxRk/dpZuyNlm3biunpvtmsKa+6ylqMPasO3nH9ykUUOwrRBN/mzILiuWfLwRKxqLsTA0xb8fSsRNktgBMNREGdk9x8kvMnpam1jp5scftwvD5oSBkvklyjoGsNMToJJATsEGiKF6invw3L8kFVOn23c/FmYYH+zuznarsV9VkHlOMYVPrsGZeD8ZB4NlTfJg93xuKk4q546JydYiAXkuSchwRjAV4g8/RAUZazB+biuVlV2h760Id2gOcylQXw3JNiL4mBBHkJCmBEoitEwETXyDjL7JTGvCHo5IzeplxbmVw66JEgTf6IeB/qj+o20jk46FFOHSa0CcS6kSGs5m59iu49JEQxWCbNLfIz2GAXOQpiymnAw0qAnsgyraU8JUxvR+FSZNuBt+vKeutWEqOxwRjmbn6zKqanx706NRRZncEMA1AlMVDnaopv6ukpwIPOczAglWhBm3h6HLSILHXuEeDkLAEPtynhgVJiK9BDwFNJRhXc9J6eiSKbfrtnh1K1ozpbARmlp3H5JH8OCnn2s6r8B7bp6g/Jo/MFSspDv10AJrE6CmUi/qAs9bUO4hKX6zn0Iz3FpdzY4oYoYXRmbHR6XqPvDslq0p7I0om3JylsG+tDwmIeKQLMWBSTf50XchrnKp7M0wOPvIm4ZAqCtGwzHiDyuPk+EbPp/iAOkEgsbfQ1Hw8U9GAMy/xu6/DmqNGRXcbMVYpx7mQG9FCMiJPzs+m2fq7W1zhwxEH5gB6xHCFpjQvp7m94x0Hlc/tiyJmCexYtb1y5DsZFjuMS90tJa3qDVCQhkptjUu6bAhAR+LKPHwsHurm+XvvUWdDTe0t6jwyNW9ltx9Vz55Aou3nThwxUuDMTRxSECpzWqGBopLEhJotBTX6LwjMXdD2wAsTVGbS4+Zie8OQZ914uGusY0+MxaDhpBzgBdk29be1JduP+ARa3W1204BGPeETbbDbtIx/5SLfc/n70ox/dbkRZAM/dLInyAXrSOiT17sZGMgN2ppzbladH3+Zqwamg9PSM+xVPD72xfLdtFMvkZqQzEPxEb91bQNLsj4Rf7nZWulBY3pwK5Z4em0jDqiFWrFBZI4hQBi89Pb2AAr1BZzZyrI3eFoNfeW3AMbdYoNXWqWoeF0iKBDwa7ulxql2dpIcF7tfu6SHoKe9TFAMqth1LAZ74X0GPxcr0viKARMhTp0obLWrMwwPp6vTuEHRQoECBiyiuJXWtAzwVpzMrPy2ApvZXOXnY6SuNpRtNdB21eCpo1qdwTrlNS2dhw1aJa5gxWyq1adaNVT5Y9VbZNENjYmUEm2Msi4dnKfe0GEDp47GLlqYxO26ooXpbpIMpz0vm6YnE2UFhDs+D0ZF8Hi+dIw1f0cVHaoLVmkpURTVzOi22wVQ18/hEfCZHi3oZErrA07PxIH0gHdrxbF7r53qKiXTUZWOTWRjHuxnQIxPnHCnAjAj7I3p3TNIpi9MpkY55euyeWDC7/e3eN14XC1zXMTEEH+K8AvT45JmHuydgKk+P9q+ufupxROX5Sczguy5wlXsUT0zOEzh+oy68E7iLoyVwMD+lEUqFDmTYZYwSxYa4z4iSmt6mACOgDo7VBDVZp+M7YzmnLqRiBnAbAS7u5gyuYxgH5L66YZVCBuQ71uBndTt7EJ0KCiMuWAp+dY2aaTRNMheuFx3cj2U/b+KcXe96ym233dae9rSntXe84x3t+c9/vi+zZ9j+PpQz7p6WBfDczdJNn+npmSmkt41bh4EBdDIVHEirxb4HPfvDnh7fj84PmXur8/TE/iI3UFg5ppPSUOuqBmvAdKEBixHBmXsyNaUneAC+dbzIMoxG4pugp6h8SPcZPG/v3A30xEBQfrEYEJ3etjJPT3iaKFZguRw8wSg8PfXKwRLnwMLU20ZNPTi89k40wJH0Km3UbbP1DNToSx99VZxbUdp6kBGGxD42p2hnjPERueoheaiKHUxBz5TWprLWvT4+zicBN4M3CW4Ieuhi0Wemp1Z2IIcX6xp/Zw4qAVKHPT24M+SxT94aWhiZSVtriKaOyXYmZQ40nrfuUpYyPhaDYXq7DZpOR29DbEnk6TFjEpUu5dmyuTpjemAo916dRpIt9C9dWDPGiBIloKeH/ThC/6nQhgmqAgju2gUOnAyggAfFhAwc9NiYiDEIBrGglodk9egdnkxx7GRInbOVNwJ6hHURU/x+3PYzcfRgX5ZTCGDLa6Gmhv2Wp8cobPACraXOB4/y9EQKCrtOwQiw4PdOHIYi4OZ5IyVb9hcJUddTehu+/Pqn1TVPSH6WUaunDNqQDfqXeHA0R0/GyvDGCjLqPDjqDeI+aeAaPD39WDGdSMdYBnU2NdRlGAAlq9VjE/c/DLs2Z6MyXz0aDnp2W593pbCBgiKIJyQQIuXNWSkFesa4IB+V6OlhmowjKbsLJhW9OyQ9k6R+8Ytf3J7+9Ke3ZzzjGS5Lfeedd6Zq271dFsBznSU7k1zA5RG4me5Rfd6tYzPQk/XoDGjF8E6b7UmvgEDvMRtxWqRgzC7qAjrHkKEPIwTpbzlxzZEpQU2tAK8NRreS+QcQckqBddaQV5RL4a3AdX/FLIG1FJeoj+lxCpt5NLgfxPSceB0tfwFuSKkwT096eJziBkBkda7QRqUbDqp7Bw5r59HW8egv8/SYZW0EPF4H0ENKGx3RlOoOT9Lo4alYGrekgtK270BPtMEYnlRv878hWX0O4CmhguGzm6e3ZZ60VGTjs8LEo/JMEISn13CM6em9ETm8qViBAh253p3XhlZS57CPxkMBPTP0Ar8PKWvdUzQzIXA7rrJ4eJZyT0vG3eRn1baQpI5JK708zK22b9stpKQ9BpP9RHj1DfRQ3jLnjYiZTOobtqvJTqxvfZQbyXIMCDWytSUmzY4gVNoCR9m7TkC0wba1XiO9zeMmKgg8aW6ucNp60JOdQFn6e0MJfwL0qHUo1i5q15n562NZ5G3Yu1hcN3VlxwqXmcWfhiHMPF6kqMEXBvEGBy/MixcDQ9sAEDmPIpXFKnbHkoz6uGnUd870MSkY6W3sWwIMqHd/BkeI1VS9P3G8ce87PDMHdlSjST09us2ct2josPNaDwa3PD4Y7ewamBAFNWyThcHJSyh1yP1HewA9zJlTFJkKdtufAPQI4CHocfU2p7dVyII/DYzbmQE9vi7krF3h7RantFl5wQte0D72sY+1V77yle3DH/5we+pTn9re9ra3TYQM7q1yQ6Ui/uzP/qy98IUv9ACmhz/84e2lL31p+8u//Mtz1/8X/+JftC/+4i9uD3jAA9rjH//49m3f9m3tE5/4RLss5QPv+9DhSkcZc+Zu8ARy+fjiluQuJ3AcvEL3GBB7aFInofpuJb2O22MCq9Z00t9SOniwtPugl/LF0u+gD/HJ9TDBjtiRTTvblmIY41RKUnnjA6lN9o0qFh+zCm7a1Z2pu9k6VoeP/W2qZbtNu4v1udzy/tiyk3bX/sTb5vb6ubqzutiGH/5tbVzlMU3qbZ9x3FxWx3bSrvr+uY/xG+3a+XHbLbbfxnGyXX7smp3hWDz+x/8O2elaJ9aLjOi4zvwAEMU9ClWmSDod6yb1Te6tPy+UqFZQLBLTnRdmlJzWZ2bav3fPJBXd4tOrr6nkdGSiFoICjkvBT2/JVUND3+vujAZzDGV/nZ+l3O1yM45LVu66ajE89YkxxEBNfaIuKE70+Bi9zd4TH76GJPLWr0R/UUMUExyfTfr/nlbL/qrEVZgvLHLxmKHK8455XI9N8u1jgGjTtut125nxy3LruOciPpacNNarZaGIuvZcOyZ0wGX5MWRi1nz7dlnr+rjaqn3M02O5erCMH1dgNQGik6hzxVJfP759G68LqpOrk3kd/j6xdbAc2+bnZNPWm42DUU/WvV77x9Y3UGPJR7mNL9dvOyZbB8t8fa9bxXYnus86LktOGip2BZC6z0RdrZZ7++Ny9fiQ4ug/VKEW9TTwjp6lDvxo59Yj0+zb1XLmQLGofGX40mYiV49/S5uM31F1zwK9Yajmdr2XSMecqO/nVtifgRq+PAikcgi8O3Nvz7GU/f7in7tTjL72/ve/v911113t13/91z0B6Y0qN9TDY4PKn/7pn7a3v/3t7fT01N1U3/qt39re/OY3z67/J3/yJ/754R/+4fbkJz/ZL8I//+f/3Jf9x//4H9tlKJ/3xY9pH/j/fjg7Ss+2rB0neMSh2lGS1SFCUPzj3koi5hDpIIJlROvaAX4kJ6Fp4arFYbUq9bayfhToCblP3SBNbj5bTkMFPTzekA1kkjBtUoKm1kyFDauEJQ9eFKM8WKdgnai7giMxqFMgdiunp22GfDsenWEAYbX3wFjNwRPf63bKdRG3Ex0fzjrlq6fedfZf6lXX0zLQot4H2HKibpClppcnRAtCljrIEL2amufaoXS0KLdxcmDgyCcFM/E7BGfZHtvhRGMbuQFcbCIlqfFt5lV6dQaPTgAcy8UjyyT3DuWiE2irNPXZVLJapavXLmkNbowDG2lP/x73ZZ5T/wx5eDhI+b2LAYXfGqXrA/wxlOsBMgvguUflZhyXrDiB12Mt+3i9MIBYjp4x6TA/kLM2meNMUFz9otPbvC8WLxAUEc/MYp27pHGM9vagdYV6Gz1BkZsmfjMGg15ZfDtV+aStjFrkJ4YcX/aXj0FXYly0egqpJL0N7VhMD22MGSuDvsCt69vJmNvalZC+RvA6c9F4f8n1nKJmk1l6v4I2Fdo8ggrZSTrz4ErJUrs7CkYbKIoFw0HkqvnbY4EwCXcDUeWQse+NyFKXchtI5DYIAvT6mZO+DFW48/hHlH/ues7BXa8eoJKxxrcPwCVOoN92f7wu5aM11w/y4bhLUsQNOD1ypkvNlaKax9q3lctwzgXH+jKO+5NrMc7iu5cq8vDQz+P7ITNh5dmVZnYW93Ezo1x7WcsO84qLrHfZyw0DPO9973vdNfUbv/Ebzs+z8uM//uPta77ma3zgeMxjHjPZ5ilPeUr7+Z//+fz7C7/wC9sP/uAPtm/+5m9uZ2dn7cTkIodiqNA+LGOW13u7eF4PIvsMVCy84MXjdgo9dOpR7u4mjaza9bVJlGYHgdElEm4pDW3w9JxXB09OdKABgChLCvTik2Cn1HmApRwXJrt+puAe+O8YhZDUcarA1oTCdsVjenrTdAyM0R14p52ROVAK2geosTw97EA4hPp82YUMgkLo6m1oge0zFw/21OEy49mK6EwWp2Dkdv3tMcDDezSCHqsjmElgA6AZHhcDLbj1ad0EMJHfujxz72Qdl1fn4wIHtKgmsK2P3/PMs6NeQIIdlZYGPSB/xwAaHHJRBJp5tkQcr3/mxmcwqQ8ZxixXX4B4HWiNRn3sa/+uURLUbcXHiwUWStt9U+6rcen+GJusBIUtYndUjjrobTVvjzl0H5vnSswOKqaxpU5vsx8c11BPWm8l/LX/Ul864mAQ9B6bBPEolNqsASN+RbNgq2JIDZEa3yXaZfcQcqclWZ1x5ZxTZj9wOnUc7Dd9P8Fkoeh/tCtjxCi353S51uHYQhpejlDVHVJ8wAdYA0w4fhoMnQZuE3zLFg3wIkkuLW9SAKAAWTEeEvTAo2KU7FRuEw8Fgu+T3qadY3IJ5wsT1HZggBgnlwno6SyJJVE9Y8vFtYa3CBvN7KbfV3cj5yfWkS9nk0yAoD3L3fIXwuoD5Pv18nsQnMKOPq0WAyYfJe1tAD1uzHaQV/fN5xI7z1AFoIY2fY51D9whNxml7b4uNwxmWqZUowtwULFiGVTNLWpuq4sWow0Y9eDQoPLa1762PexhD8vPmOX1RpWk/xyiw85Q0PIzKKwocEmO6cSywG3nDoY5fOYnnWGIUnrSGJxu8UC0hvRB7T5xNk/BdgyGL/ljUqzGzxYUL1KtziT+xJNrOr2r6G76MXqab0vql3yizoJYg9J2xm//BNXM2/b1g3bG35bsM2lxY7vYzuqm9bbtxtc57dqNfcYxkL63yfM4w9+2XcTlaALRqMv8O7upCIExIf36zl5jufZiiaEoQrErAX7yvhNwj0CGk58k7M+DmNkXor6TDj1TH8vhfSMVwCtEfm1oT4bJAw9/eFXHTY+q7K/zs5RLPS7dH2OTUthSsS2dnvFiFrUNDOzh4w4MSFR38zqAnmD4lBdb+/r0bg/CKTvrI80jnV4f+uzts2kmV2Pxik5R47d9LGbHPiZsIxS2qj/x+v0BeltbX2n7ZF4Ilc2pa6S5cfmmr0ddMjmw/aqr8+CooqqhzlkfoJzlxylsoMa5hwPsD9LQjNp2YtS0kYpmy4L6FpKjul98jM7m+wjPTnSHpLGBhUK6Wh5v0NtIYZtQ1HBJ5mhv0VYwVYoCJ+sBw1WentEz0+UXmMb5xMN8CNcAYnLIGjpD6rKTg6HV/izvcms1RPPdmfSvCnoO8LjM0+gCCfl3gSaLH7Zga3kzJIvfcZT9Daa03RQeHgtAeuQjH9nv7OSkffZnf7bXXaRYJtbXvOY1Tjc4VF7xile40oNa0e4r0BMv0CAxKNaBMQGpGin2c54esayXp4WWh5rsRALSPvkjrTFMTrqfzUiPDgJz3/7l3jut1DNR0+oF7wE88/FbhE3iOwbBOU9PeJ4MPMDTAzafv+4ry8Owalfbrl0xGts6UoqGwx0abi5WEApspLeR/OBWQlMZWpsySp+HJ+yIFiDL7Xia5SMwT496cwx85HG7S7rqwrpZXdRK/kvRgvS0xHL7IrArKhv33ufhoWR1enNUpU0mD53am1DVUu561sMDOiTjdQh8CH5VtKB7HmB7m0kyOufBiccKSQ9xH3oRAwE3AnryQereof47LrX6dPp30K8oBk210B5TietzsaM+JknTy1buq3Hp/hibSE8rsQLI/w6G60pOan0HJP7TmLZqW44DJb2Ww43nXMP7llNGvMolZIA+XlO7rcz409wzH5S2SG1gfZEpiJnxyjoIBvpzHZvYO7FtZ6H8pLfJ8z96euRYS6sAnh7QEyavD9M8rDlJrom50dtyIo79Bt0thAw6CyRdVH5x7ahJiUP8ho9nkYvH6W1G9fPNcaFdZhmKEJmnB/s0gEHgap4exviijy7xn/DahXJYARbzKvTJSXFa4lGrorLUtayuOcANpZcHnnhR0ZiUtMM73bd6iSYr+uXksRRsqnlNuf6ZqNXnNS70pDkwqPqJBxWS1jWOFaonrbAbk/jbXwyjU049Qav9ViiVsZzqbQaIXKY8c4UcCTpAocHjWuWmBDzf8z3f037oh37omrSBe1pscPjar/1a50y/+tWvPrje7bff7p/7upRrtoLdciIiN35lgW+egLTeD18eM/oCCWnJDvd/yEeX02Wyb8k4nJM8uqBn8vTYx8cKmwjTFS/0teDAFr2tMjnXsXngKrskcW+79atNQY/AC6+6AlK16+5DHtWuzNX9zljZQWsAsImcO1BgA72NVhvm8nb9m51JVpMvW7CStKmgt2UGBbmK6w70KOAJkFf0tqC0iSy1gCImHqVHJdS3Y32L4bF6ghitT6so8/Sklyau13ZGyrqnt/ViEdlHwxtUXh3tt3ulm6RKzlDWdDBIRb6xfizZ9iEQFSvxmeJ1nDzcqQ44tJE5LKbGv9itZsI7sjK5TtdYdymXely6P8am0dqq9LYMK5H5eYEezOEgERxxgBbRAuDik+UYL+w7dNBIb9O+wIRVsAPO4dOmF8eQyUkN6MDwFRDIhq0TDwYMdrU1GuOm9cMWlpjDy9j5COhhUtRUGwXo2RP0JEqYS9MiE1xsW2OY1Ns5mifHftPAiO2cjpYeDLjRcDG8T7OLwOSVvi1jYUEldkEGH5AQ4wOqnam3IfnoNHk4QA6Sl0bsjlCJ2WcDECVdjc/BMDfxZYMybPW/PYUt0lOQpjwDbrLbBs1tkrKCv4d4nZxkwHg2HEYsJdrBwyuOI+bpoVLgZLwA31PHn3huQna6Az06ppDexoE1k1gFsLHn2a9dCiBAUXakt2X+j8tf9pxLXGC9mw7wfOd3fmf7lm/5lnPX+YIv+ALPlPrRj360W258Z1O8uVYW1b/4i79oz3ve89pDHvKQ9p//839uV65Y13u5SjfpOoDYE8M4D6BLtlMrRJKCidqae3myJzqQi4deIpnrZycHOfixkNKmWZnjUDCxHd5pnh775DrmsCRyJZ9k84oAO3D3MZhtHExd2ZSQAbe24e6qA6Lw9ATxIcCPeYFOPQbJwIlypqPD84n/au15H3rAE2dle7MEpJ01qQM9AVzM09LdNwE9BXhYD2Bqk4rOw9ODGrd6CuChShrrM4cPPC+xDlTVBlCzuybg6dX0eJ8S9GQoVXl4VLAgrIbxPEzkpzmgjBeIz8IIbrR+/I1j9IzbeGcmXiMd68b3JSdQ87QAWl/7A738ZYnhuWdlGZfo3QFtBzF+EbeDSW5Yi7KvsLoo0c9F91Bpmg3YWJ6eNHBgrLKNU8gAYjn1MWNN5JBxEQSOIelNCENPN0Yw3sKdF5FPx7z6IjIc4xJBz1wiSvX06Ex+9PSwk+RB9a3gSw66GzW0LxonygRKNiZHfpjIp8ORIy08MFZynPYzqz7Wx5wY7/bu6en7TsvTY3WWoLHPkxbfbtxzWWp7BmqQde8HbmSAnn40TNEDNR5pyfuF8VWqmZMvAY2KFWDlXr566vHhdZY/+/mVSF6PdQ4yclwoIJQxO3qf8J7E+dKiTGM1ryMnX7J/9faIJHUNagCnLoghgXKtQFGCntz2OMr+JorhuW7A8zmf8zn+uVZ51rOe1f78z/+8vec97/FsqlZ+5Vd+xV/U82TnzIL23Oc+1y1jv/iLv9juuOOOdpnKh/8wQJxOqw/d7cQrVqzzOoH5aZwIdsBF7B4YZNwqp3hJ4yTcile5UjhHJL0tOxRug3q3YjgOw6QT7mn/7dvCR7Jmu2bBQABmSO9MTtkD78XCpx1NHP7agZhZ+BzMiHq+enrcIgIAFoNbTO4NDLn1D2CDNDcnw21N3Y3ARjxwDrYC2Mxb/4PelsGpcsxxDwJUFeBR4BP3i0lH6aUhvY20tQngwXrpHRIxAtLbgu4WggcT786MHLhKS5O2Vh6eEiWIPrgsszwH9abks5XewzgfA5+aSJTGTJ0YdJ/MlTPN0VOTiwNASW/ESB8Yb9J43zIy2167I7Gk6flfZN2ldOVWH5esnJ6GdZp9ajxSRlFD8PtczLVTwFZMoYZ3rIxo5ulxdhtDALktk5NOnKrRY7hZC/1KVQfV2AuUzzy9pwXdg0bmyaVXm5i4WyJHsABIc/M8PR7rM/MSAPRkX8Y+TvP0KLU21dt46HOAR+JOQtUhJtgGKGBgib7mrDpOPzcz0EWdJ6O043Zcg7vifSs8XKZQrNYq5N5zyh/z9CSLBPu37dyQSiMWtw8g6hQqVVKlEWszzdPDorljJkNlhyhGtDT8KZS23FTVB0S5rYvd6ZUNZL05y63+xLM9QcECXoTSVslIYYw2ZT7UpyAEkpaGx4biVJJCpIHell4g/baYHmwnmoVhVN6GcfjstB1L2V2Q0naRdW7aGJ4nPelJ7qV52cte1t74xje6/KfpbX/jN35jKuF86EMfal/1VV/VfuZnfsazrNqg8tVf/dXtU5/6VPsP/+E/+N9UtrHBbGOBe/dzecBD7uje+3pJZTSYm1e7IYeSMygj6ElkMjRA7u7oZs76yMA8Pm/eWnLQ+v1xILD31o+JQIZUBGwbbnBazsv87pNoc/lTRdJYa75edB42WHk/kRLbsCI6vcJU2AhmYnlISUedDRRm4XPggyzeltnaBlgDPZa0LbZDXI9Y/Mztr2CHUIWgauwoowQlTR3fei2d5w4p1apfJY51sATrZSUdjdimSFoqwEWSkFqmc3qHOkW2VmIFGhzMeB3mQKIVN37LxwfQAjzh0cPAyJxOoL3Fsyd1BqDp+dkNoNs4eip+Ieu4YEauN+TrwfPr1tdsR+o4yPtyR3tdXipPLjcuZ7JxRlobdTQuWnHgXQXwOOQ/Fw/PfVNu1nHJigsVwHBVHl94a86C2tayi6daWk9vU/uC09ssv5fLHOv4EZLH1lzE9IBKZt0J4ndcqh8TbouZ58bWt4eHG0fhAwws9MiU7Ypxq3WkJ0B/SOgU4gGW9sB61bLaZ5/v2UBji/D0ihvBB6RNxiR1rgQ/HKVYsA4DqIsa0GIPVgZo3i5lTfVWVV8LN1eMM9Y/2W/UWwJvoxvG+WJSTjEjjNUmpOE4KilsoI/5Idn1UdBTwMcOI65zqbMl7Qzth5F0mKtgUk/Wx4BiZL0ZypuW0YND1TZRb1PQk+AnrYw1TvNy+JPMeKFh1+E4O2e2PdRVm2jZwE2OE1U7dW1InRV3n1biUgIvb9mMqFZvwhByCP6ouQe2HU3Z38oenuspP/uzP+uDiQ0e9vJ+wzd8Q/uxH/uxrLfB5vd///d9ILHyW7/1W6mU81f/6l/t2vrDP/zD9oQnPKHd3+Vhj3iof2tyLv0e0JBQbCg1La+wdMgR3AhTWuwhv7M/QN87F0/hYgVW6JEBnzknrwQrpRiKTh70NrimawTEqVj7mcmYZOXYOIMgS507Nw7DOly58MrkMIuO+2QTNDWVnaaHwylsyDNgVr2AG6ZKZlzmiL0h5SziaWwjU/wxjfsCO4QmecoiSKAeKMWFYwnRgj6Ak3sI6hlc/Qp64OGJGJ7YmN4fenJM4Y3gqAM9nt8C24kiknpwTB1vBDXMvYNZR1IewmrF76Kzhew0FPwIbMjzF87/SHEbxQvGvyHS088nUu46rpWf1V7qOoA60BvGV0J+x5Y1fPWP4TmD8mUri4fnPis347hkxZgydzmw2Qi9rZel9sIZmHnQxdPj9Y4iysvjfbd7elaRJoDzO4aReh/XG8vqLYRvxq3qYcwK81DILJu/3ow61on7JNDn/DCMmXcbwf9BSmJ+neorLWYiJA20t7D4Gusfz7yO8ZT57V2fDYxnkxw7ac23C2EUaYIWH0xtUoxgIpeyM7ZDABjrc52GZr8thw9kpL1fpRvcA2hjOweLRlkDj29jlDDbxhNdItgdNCvbB+u43FgZlFZe2zjh9DZStZhw1sKMAIAApOjhyls0JmruOs+52Wt1upOomNHjM6Gz4TdV3cQTlN9h9ZQ6mVcxR48gqTFBqqC5ro04nUi5oWNKxgDBG2apREqIQSiVpLxV8FCdsrND5oNOvX22S6chwggy7PkIyn4BPBcrpnxzKJmbFRso9IX723/7b08ypV/WEp1MTFi1s8mORAUJciMAA+YwkPicPO2kt9HTQ9WVWjbnydFZu3J384OkBr7toL7DPD1qXeLx+p9nljEa1ZWIJ1XA8rB1prsyLnd4eqyDDve+so3ClX+yCU8NldbYyXjM6DaoGAZS6F2yjshEHkO5rWht0a/FOhasO4KeBChIdKqgh+CEU+dxnhxeGng2OkOXeWIGCWiqIjnoY5xOUTjU0+PtOiCiZVY8QEJRm4Ae94oEqJnITcs2jNcKKgVBD86aaj7ItZOS1A5+gr7YPT9i+PSPGkLPUXDrJvJ4NzpVt3yYJ3BFnsEyJKQlN72pSMzbjrssHp77rtys41IkobT+zxJnwpjizoOYxDngoNfePfHlyVF6Wym7RQwK19sazTl5sJSwRywjjWFymaIfD6WDoCDXMBWiBdYtwjjjY8DaE1B7PGUGo8ZXUJlrseMSGAGnKWWmeXpqher795BfmO08/CDdt1X1mXuIY2EvSJTXzkEPPDOMlc1sD7aOgbuYZCsdywEevdOCVmNbSw1R0sfZl1KdDX12iA0VIPLL5+CqaHRdDh/OVXjDeO/oAdJro8DlnE43hQyExlbCBQfAzsRwLJMFpbolJur+wPMv40+CegzoROibMJ0mNVBPG/l4cn1c40jAjpjT5ISykVLjjeuODRNMIkmt5OlJJbgjKbuF0raUeBJ2oXGfNuYqmfBr0CqgxaACQPttfMK67SWrOyURqrOJp6fcqINCm0xMKTlaKAbtcRJpeXYIC6zDQgwNt3Ihgw3W8Mk7msGACNXM8CqlzS08Eb4VsnhHbA4lUzftdLtrJw6IYnSOIE9wlIMMlslFxc7XdnvKVccg7HuR4z0zVRvKjKaruXw6DpR4Dn47ChoZVloNHp68w53yEEELAQm8YI4nVHoa1xbXjfQ0C96NbQP0uGcs43hQJ3E3lLPODoj3VcbHBLcJfCRxqNLU1FunKmxpDR1kpFXlae7vuSKiByVZrQMTH9R6iLtBq3fX9M9rVwXvWjvisnh4lnJPHyHJvbN1ObSg2oW1OibgHCKSqhVriCGH72lGHYSjA+8nVZqp2EYmlhdna4X1OrqbSnYd6mxKLMhQfu/rztreJaurx6bAC6TSAHq8TjAXutShT6AKqYAerO9B+9a2Wd39pE/rUqTBTuNGmHlb21hNQE9OjlmXcT6MuykKfPT0NWhTsGutctejwWhlYNCYHOXNoYGL8Tw+kUb/nmOB7wOqqO49Ak6Q+Ewm9x5LxrpMKxKozBoCRg8PvvvltSzruE82w2OVS1+3mNe69+bQ8BneQBnxc+wJQYloDzvICVR46YLaKfLUvqGot/HABBStttu2PxGhAnxH3BC3rfHumADPfvHwLCUnvQ56NurpzBKWFPamtMrIhNGBDSbjMiEPANJvltvQ/QGrT00qxZgh9LbqMFWhreq7Fw+S1WqlyXNxqjAkq9FZFC81KGw+ZohnmccYHOXyAHFADQu/5ekJeptN/BkpU4DJGAoELxUI6/S2zNETg3p14XF84emBgHUHeOItjjghxiGWO84G34gbwt8iWkBlOtaFhyeOOsALgUIAk0y4x9uPEbqLy/H6nsLWx+UILuB+JAanFyWo9ePZAPVQQErG2vB3ri80t/T4KHA5MDE/5OGRe1nLMJVi8PDQ8dMSKvMvGbjPBz2MQdB7fEylvF1LWcr1l6KxwaMDTw8N10pzS+ACS77S34r6BtUweokQlmMhgldoQ1FVZfO6KF3an2kxQu0sdpPDWuUli9d6gzw9tmmozAWVOahvo6eHbbqnB3LVnf4Ae4jR05MTWa5nx056G704UDnwndg1RKwhEZY3diLenAworHQRJlFsce304Ggfxu1SJlr6S4ItBz3V6ftcAoCoPD3YxsdWi2uK3D5h8CK4KYnkzMUjbIa4RoOnpyszoEc9NSJ2VNUCarh+njuXi9eHo3bG5zAU4ADYyQWc2FRtzsMICMlC0zmQTyrCoDjJoUjQoypsc54etcyBmpigpx0APXZfnN52npXw8pUd1dUvsN4tHcNzM5cCOHBNe1ri1j3oOedLehtDSPkemQs7FFlo+S56kfMEetlpNS7Av0/6QTpuOBlUeptOGlWheUDu0RlQvrJXsYn4HebpQUSPDBowgsQm2KYsWRF74//o3VXgs9p7clKjtxX5TLxETseALHX2pVa/cQlUenoU8CT9bbdGUlOedBWj3DlUnZGlDupbHCMpbbxWkVcojqUDPOhd83pQpY1JVDtPTym49VnJY+vIlzTQ2hCMzLaiHx2BD2cfRZXM2KtcXqp+BD0TUKOxO3PS04OnZ3xGSXWZ0tx4J+R+QXmtp8mpmbIGkGRS8LlViodYUI+uXNSMxnWXspS5R8gn5hQjCIpUCMlME5A6OJlJTlr0NmH39EyqUG/zXKFIWuoHUN/uaTB9ACyLYSwkq3lonPsySabR7PyYMFZG7GfkSzPlNm6nFDaON44zSqSzjHK+c5WsljFYpLGN3hZUheTcZZyF95UivFAGmBxGZUUIsGCQJb1N+yuY+trOiYAiOuDb4n7BmwM3VxdH4p4g1nGQRw4fB0SMH0rvBIxZoFNNgA0NUQc8PbWP+lOH0pHe1gkL0KII70vV9bE9XZv4rd4erpeenLSo9qO6MiED6BHUkE4GCW4Xepo90zgVgJvumfY50QB6kuaGd0k8PUw8mtQ3pbcd0Si1Xzw8t2759F98xr9TsAwP7n63dWt6FsQokFNLBZaKo5Df5umBmsdo03CFKvHnJ00JLyMTiXGiXRPG8BIlDpDOytvguMOORlXaENOTIgbusUdch3eKFtMDV7zwkzk6+uAzJG1z4OJJWCF1jWUENubbOd2aBXA39XZjQHZqW8pd04JllDEDPSW9U/6YaN8Cbp0yN7UThTfHz2lOljq8R4zTwV5rvgk5aRC2MCaUF8L+IjVN5arj+iP+B54djdEJQbLB6yOAhnS5sORVPcUIKucOn7F5b43Gz9BimB4g/W6HhQp6kKOxKH2nnpMb3nMZlOSCi+Gu4sp0PzF20r0684KK2pQ2f9nLEsOzlHtaTIktkwTuNaYnaDrqQlTtmo7BNb63NrkzEQD2LxL/mfY4AUL+bX0bduC5eFAXPXtU2KEQuFgcT3h1ENPj25WSFSeeSm/TnpxH2yUn7WoE9FCeWE6X41EahWjcy5wyBjBsBXpyuCEn39xd5eEJFTrEF2417x0EDdagqLlqpQRKoR2nqTGmx2M+ZG4NQLSzeQMHfhpJUw21Epfr+O+Tfbu2EOLh+YSXjnOVmaFyEDiYghG53En/w4yG/fEcsOEfADEaw5NeIZxemchyiEhWNJvq2AF5s2pJjeK8+J5lPY8haOlo3D1BNdhnXBIpauM+8GWgx71mYKWk5DVp+7be6dV2LGW/AJ5bt3zsjz8+vIDyYjK4Yn2xpyaGArw21nmxMxCBggRFdJXHhn38DoQO2GmnBdwWZHK5HtQw47avS55ADlKI6bHGM1qUAZtx1i5kQDnr8VRBQdZ4QwdQLsFpUqchRsC64C5HXA+8zSk1Xd+kwDFjDrnmga5Mk0fjRHyQyD5VhQ2qzDjCuyX5K0ENAAXrSR0hES8FJZTCFpmzNVsxPT0W31SeH1Fgc9GCoqeoEEFYcYWWmPQ28fCo5HR+SNmgJHSvzOZ/bwGgUVcqbhhLKViU4KrWIeDyvwfKXLabctUInqZ6kAd+quQ0rKT5jKNejQd5b/hBsG8GN0UxkH0UpT/sa6+7lKUM5dTc5B6uYYBCRAkQ0xP9cC3n2BLJSStQvbxBRguOtieS1XiNT7fNc6d1BrNWMaPe42XCUCQPbWunt9nE3/r6cJ5ozIXVhyx1GKqin096myU+hQ1Q584+bHlsUS9Z3YEet7zDOJniQezP0S85qEtLnxQj82XnX/3bCRR92DlSCAYz8bC1iacGSTGTxmV8AvRrYaAML4yPi96sqLYRsHl+ohAjqJsCz4LfTPOKFYDqjtmvNTxL2p9QyGCOWysiB3weZrsmeJUYy0rQx2lNbVuUtlgo8xs1xGY8WbQdTI7RLEwPWHmNuqMTBkAHmPbisRFP1ITelnl49OHX7ZjLIy1ymYsnvTnp5ZGX8kjKDu/6Rda77GWhtF1nefyTPq+9/31/Eg+6Syyqq5Uv9pzCCCe7QzecHXpNalGR32MQov5ttKvtaH0TQQNvhX0332ft6EBh89gcVSGjS97lddCBQXkmzh2JTe1YHLxgp+zdzGpl1j2+8EyljevlqmxuBAvZ6VC4QZJRGxyh3hZNUsI4BoWktg2gJsaBAj0R14NvXNd1RrB2nm8BrtN7HoN+rwZG8BJeGvUqVLwQc+ZwZ+XhgWiBZ9nWZfK9Zaa8HuyUN6dATYkSABz5fSnA03l0tialOqWr5bdRFhUIoc5F7wBkKFbQfds+AWLiuxc18KSllKIWIOYAFlKsBDPd7w7U0FMKUjGWUU2IqRZ1krJhpPQlL7xmF113KUsZi1GCr25VYUsML25godxu2dT4elk/FX2nxvTAoIPXLeI6u7l1ACZsW15uMwJF/9PH9MCYkq8kctD4Qw0CGxi/YXk3kBaqbQ52YDCLaUugNJOsdugAc3/2e26GYiAsvxkEZH3g1scm93h430R5Yot5RFyOiSjsBuUwl6vmwMdtVm11mxmMtpF7BZPnHHfcazVIVnM8NJU3v+ZxkUP5FAM7pE/9WLcqVR0GIJes3veS1YyLtLo1RBPYz7KPjGER2zK+04dQ/EgNhmGWq0mfD/VNkwVKMe+FCzTWxyWnZR7VxQnxt3LhKW/NRbiOSnvL36SFiHBEgq1EVgK+zjFU5+wNwPSw8akmWrFqb6W2uO9jKftRvvyc9S57WQDP3SmkkiHJGp/9fLGdugW5TRp7sF11TARAYhjggsxLUt+egdqQzUmvvuVUL3Cu0707R28z45QZomDB6uoV9HB9YjF6eqhgIxa86Ndx/n3EKGRGQZXyzomC0zVWWAzNGqCRg23ipTO4hAGCCryE3LXT23BytIrxgrpMADpWWsMIQuxcKVmNJTDsVTq+sd/LPDwCejrA4+1KfAkVhtxbQ7lKSrwWwHFaGkGNACH17MSBDx4eFxcQD46f9+D9c+CgoKe8Nik93SUelfgueW5G2hpz7wFvTihubmXjwDisq1ZGjfFJX2mi+l7es2gIM26QVEyCMlM70rJ4eJZyLzxENjE2KpT3fZ0YAWhpRpEGm6cXSQxvTvSbTGhcLZsATBQ11sVftpoJPJ+ccOAJCjHZUQ4I7Nu9OfAg0flrLh/QmL0PthxrMEAZwAkhg13G8gSOMpDTx/SonWO/jkTPNAgWwqtcd4zpyf6i81AFSApwBg+6DzZU2nLeEpBZgR5PIgpBgkKTuEKUzzdw4v0vFdzA8/DxAcpurrYm8sW+G89iXaCHsUJUwsv8PRzQFLziZounI7kaDuo4dpLFgOdgFDLQcfG8jpbUsNFj47g2gNY0T48GdQldbPD0jIdRKEa8Ngp21BfEsVPCm2J8GrxjfetRKGSgaD9Bj8YqyDekzd3oy/eRidKPABywLJS2peBJsI46ZvrlCcXDDh6nvgQpSAnAVL5esRb4oDSKFdB7AeqbB8UNYClHFz+a9PYkgEEfTcoqX/bs/zJuRzxC6fFB+CcSmWYSUk5Vt10vWdzduERSJx0YLFwuDkDvjnhnWsnmo4NQq1BIVoenp2JCoguJVHQqOx3BmDwiG2QrT0++0InkpqDHk+NxUt6BnhIt4AHncaR8NPLluHWTfWXl2imgMnh60oODjhgxPgVeNJq4B8A+weB29DBNxAMwKJGLLN7AuTieVFTj9ogXqnbF3a8gSHrMUVmoe77xxKiCUgJvvGD5rOpYkW7LGSW+IypLDM9S7mlJOtrWAILDjlgOg4AHrCNvZkzSa57v0v6oM68KJ3708kR/FSOBT6QRphLJR824ZTFEwe7qc9YYcDGly9ZOYGxzIAUqWwCiAD3Bns4jwhAG0LMG6DFPD3P4DJLVxcomCIBXXy8SVFFXqysOMNZb5OKhzYjUPv4mnVu9qh5bQ8+RGgjpfQLoYVZX1mEy74IDPrZCKjrWQNxigB6KH3CwNu/azhCax2kNcZKgsEVuwGIzRJV5rIKaxf41DokGxA1ieoZ+dzUnZCAUh/U5Hg6n1/dpGvIUtU5AD4FP5+GRut4rU16WjsKW+AbzrFq9RgVcH4kOyJNO7YH+pcp7mOptMuaWZQDJZTXYisY989AR8ZeFoR1L2V9Qpe0YWHqLh+dulrAK4CWg1WJ8iF0v09zw8Sfndyl0kIotbVyhrayXh/ZnGr7pnVFdUJ1gUvCFLhTtwDga0LvP5Xk+zMWj1i50iuBjp4IaA8p1gICQAU6sOibSK8xbk54ljhAIRpXEpNmnQk3F8ul4vA8OuICIDaT09DDItOoIesK4Mp0MK+gpD0/dCHqJYt3qMgn2aCXqBA32FUfkl3wHL45XogNOUR4AHp4wQUgCIr235BCjv0wvDUEH77fk0xnqOkW2pKvptjKoy3OjnhoFMrG+8Nh1ndwGnPjJ8Qw7ke00/4FkP8JdHUCPXBMOfsfgVp8t1zMIHus5LuXGFnhqYg4WBqRNKrBBmpjzM3p60h43jdvZbIaYnl0kfQ7FgZ4yGwmpzTPfkKSaeXRC7dJMgx4B45uG9z/Wgo3PjDRrxN64caPU32zSHnl8SG+zbaKz2u3nQA82NJCAsavobfF3oD2qt1kMjcbAFntDPT29xU68DSJ0ECChvDmMBWLuvZzw+yHEhbO4KnoXwMyrWETx2lRiUwCUHOcBQhFzkuMvwZYJ+7COCmO8Fn5j7RpGm4IXePGLSpwnXHUH8/e4N0dAD7cVmlqCnsREHTTpfiugIX18okOkf/N6DevE7osPMDGPMZnsGNPDZlOyWjidfn9ozcwXUbZHclIyXY4N8OwvdrjHcEoL4LmbJV9jTPwoYalrTDw9GXhYk7/09Mhm1NwPIQNNChnNePAnkhaoMYFGBu/zODHXLNP8NgXOk060p/oKCg6UoS1UbKgAZrUzYRH+WlPIYDDDh6dHrVHDdltT9YECmxiT/AvxPgQn9PRE3b7z9IwH5HFCImU9Wv8jTw8mAdIuARP7Z1NMS8CDDo2gJyWiecYIYIw6uxf08MhgigDdAjxibnIAxeulYIhocQp0ExApqMnnAjQOeoY0NkeeQxvUJxQ1Po/5XPaxYVo/UWkbAM6sulteGH0+82GrB14+8RQNSkt60/3yHEHPO5TFw7OUe1oylg20UktGGeEOvSw1KVD09IQjgmCIECQ8PTkVRWdoYCIjYjxBdUlDuyV4LZ4eenQk/zbpwWbEChNGFKs/g6cHnInKy+3zegE9ucahPD1hrbe+37tfGHLK3yVFJKuj66YXhLlg3PpYcXO2uSRpC48MPT1igLE8PTaKOFtDOOsY7wPYgN5GVRgO7hYL5F42SRaqN88+djFyf7KtjR9ITsp9erC/XwfGCtU9riTT5unpY3p4TTnJmAU3OR5JHZOmE/yIN6ejuSEmbI7SVgPMEEOVnhsRRRBA1Q/1MY/qMFFikOmcoYxposjWrUAhA8YQDxsT9KjedYJLgB4AoMlzeInLTnWCrrHeZS8L4LnOMnnp01ACeltOzsTDAk/PzGYAPdbxUa6GAxZeFgMgdBnku4KXEYBIPUCdApt6eqSPC2pczS8nxzXUeX9M6U7E9LhkdafCDWuJixWU0as6sKA9mBVP/dCpdsc+O2Wn9aKHp4eUtzxO0OIIbMoMVBNqpbdNWw41NAKXbpf433EfgYaAmrykUFjDrax94O13sKTODAIiH68GSlv2g+CN52AyVVyjMltZWfnsSfBu512hehApb/OgqPfgDPQ2/QioSuW2bruRtoa4HXnOMt6HH6yYsToH3rVOIKRM1ACaNSgeVbmeMfDoTm4p90UJNS9O2OI5sf7NxV3csEPjDpz4Hnyza6srBYi8HYoRVPw9upbwzLhQjlCVyeLhIiuapyc8PNFjOsmAyUohlNYG0GOgZmLdV0+PeSOw1CWtLU9PR2+LscAV2azdjeU823o/5TlFR0+Nx/Ss2noXKmwaD0hQ554e0oq9b4alH94oAzc5uS1uXCUn7ei8yAfj2yJ5HS+iyCIH6MHgm/Qpkay2iwGjUWCSAmnhXYqrR6+C09ecus4Art7wFNMFienJWwwaO9TicDO6dbq+euKkUXpbP876PAJAoiht7N97elthnhI0yH2wcgBHNamodvOwNY5VvUh+O4aXAccSBlnmSxKGhHjbuk80Vk8UPUQEyUdQ9ouH59YtH3jvh/BrME37RE+sLlLlxTogCXqjNa6zhLssPCfW7Dwt9qb4v14nVvbI02MlMmGnC5cT0WypAAqFC9xUZ5VqkBDQ43/7iAHQw76Enp7YbXZOSXPzjMI5qxVLDTwXrm3fAx9aTozexpPIPg3CBRy4uUn8iM7QgQ1yPmQV1qq6CZRCE7gns7WAPgKI9Lf+Xbeeyj8cC4SaiAEx1HNiopHPgNzb/tkYaG+pftYv7yhjo3w0ARA1JoXmlt98HiBCNFFy098S21ODgKqzURiB21BaupTckqPux0k56pCXrmSnEXTrvHb9aCcsktVjkK1P+I6gLB6epdzTcvUqVL4QsxgxfWFQY5hBxvVQjtnAy5lNhsNaRgXeEfQkNQyTNwcwHTkhPDJYzYuSyOB8yPHCRQ68YngP4AU64YFAuCaAQOzQjF/mP3Hvlau6kW2xwRhV6p5hsAJ9z5uMZSJoCm/VSdaV3mYAkqK3ndX4Cm9JF+OaRs/WAR8fB9BnZceFwTQMl5x8EwyRFgcPk6u3lZAL5Zn9L/R9nWABJ/cMvMjxxcbPdXjxtK77lgeDZa83UQCA3jRKVic26Os7fDIG3mSeHmyeQgYCrEhjUyU3eH+S8qeeJf6XcybG+/ZgVOvyXFcDvY0VBDYY2eN8objX3Vu8hz7RiqDpmjHBWrCCxPmxGFJ21x5HL7LO/V0WD891ls/7a5/bPuCy1CqjuI6Xzb7Zt8x9PAo/2imHS6m81eRXJrN8+fZTyWn7IoWtvENFC8s6eIjoVc/2rAiQSUADkENpaV+ddfT6jOptaRKjYYVBfLTSiCvfLVFFjcu2/aWJ7ZLLXIcfnaoNwAA2xceNjtCsit5u17niNDH6jl7q7lqsznuRe+sQt0lxganBLDpit6hVZY4jABZivxQrfwyCRRfgNhJr48pHPY+ez431pXwGCjhgmdfNgB2CpN0BgKNASEEPAY61C/pF1wa8PW5Z7fZRVkVuF3UcVHmNNAePAkH8SOlV4Uan18eMewdu6mUr18PrPgay9FLu8xKiA0P+qpS5B72Jxmh9TVKhTeWoi+aWFDVOIO19hoEo8/T4AYC9hUfUxh4HNpgkukJbTLu9bQM2mwH0xNtqnpxdc0V50uFoxPNu4qSd2f+rbcYIhRXdBjPLyWZ2w/D8RN9bg9wO2T4jF49NTBFn4wOLefzP2toTyVmwPyezsPghgJaS1eFpZx2obS5brRbCtUhLi5CBA6C4YD6X8GOAB4BeCRh3UozApajpaTGwFTLdGbdDDxBkqQmUwjha8v1OJ/RzZx8sQgZkYegEVvobr8Oz0RUaYKdhLxOPzwiG6ks8N+LZ4RxiTZbMIGIQ1P2SFu+Tl8IzkzLWWEcmZgWipE7+Vs9RJKPFAQoI1TlAXFN/MmVSNEzm1scz9d4tlLZbt2zMT2/Fk8WUvnMmBHMwEC7rfoKGBjLYEJNTdDZhgaermwMRVaswsXVp0PDklPu8JobRK/STan/FYFzyZjUxXNLUELcoh0nZaVoJvU/WuB6pI+jJXDTJkyXoUeCHgZeKXAqIaEsB6GE/49Y15NxJGtoG140IkPNfSlgLjuC18K850OObwwI2Mz+2GKMsQ31Sy2YAUQAeTYBUhxojd4FdXvyMUUp1NUFS+cwEMEiawAT0cAJdAGkuhmZCUxvAzKSOYGu2nvuqexH7qr/DYFtqbQQ9HYARSyeVjTCf6dbJD2Wp87sdZVk8PEu5x8+QTfndsBMdesytY2Ltc2FJiqMqzHx9zdPjCqDSov/vYSU0OVlzTLhMZgJUNgGUktqGrvlsu/IcQV1nzLxcIlnNr3jLIzlp0Nv0aOBogHrbBvQ2ghuL6Qnygv2NPse7Znp9qiXa6vKYMjmp0du2MebRUg8LW7AmIGTgE21Q0pzREFRjp7d5kwRbmJiLZLVPsIUR4oliJRZIE3yGKl504pSkDlICjjnjdirWhukgvC2ntwm1TUQWAizBAKaWOgcJtOyDtsiJvR/vENNDA9u1nlGhsE0r+byVpVPje0gDzB0RixCHk+Y8sNrqEEVAoSt9zI4+qWFTDSDN1Bg5uUtrqrJ3CgB5zA4f2EqfykbbsZT9QmlbSkzChK41vEiRGGx8cjhZjIScivvzJfNOqAc93XuCuJ2y+kscButKn7NobgJ60oMjRqgR9Cj48ck1IcGMF6gHPTis9Pqop6cATkz0y9MTlhMZVGFpSjp0RzkDZUw8PQkiQLeIWCHxahGUeCDj0N8m4MF5TkBNbZsHmHV0RXGEr06CoMYXOpidUc6jVGjXqHBDAFyyFlTFADESEDqAEdbltkNszgiSevrb9HsWHB38cGCYtqODiZ9hDpqYWBSZM4EO7/1sHp4mHkygo3oWjqgcOLWD6y5lKTPPhQMRV0qzCf+mi+mJJKIRQBNehXQK+Dtm1C+j2zAPj050IlEy38GR3hZp3vh20znha8HZcbZHnh4WOEz8PTcK2yy9bZVCBV7NbpExSK5+JpLVexU0kMB3n/sz10IYR7p8qJMSnqDw9EBCmj0T8/RAyKDz2EuMSDiWtB+kccbAC+J9cqCr+XOMERHgTm8aKW7pyRk6uQ4U8YYy8B71BWxGWWpKVtNoJd4KPycqwnU2yRzTKk7l2upteRM1pqe77KuJehsva+cZSiECFSyQRKX9UNwVtj2OQyPomazgHjEDPXOVA+jhi8U8S8gfNc0VchxlZ6EGF6CrHQN9/Hj8apexIGaALuBYVh1cJCDtFdqyQ3EvUFnhyxJOCVCZ9SEWIjwdJEdLp6STTAM9LidaFrbslAh6oI5ihR6gdJRk7M3woacHyUljO3ooetDjFii5HEmN886OmZ7LexPWKO0D2IELcJHT5YG7NQ2xOcHz5hnBC0TvUh7Iah70JOBps6CH/PW0eOZ/nKOXxWwCetRTMxo5E9QQ3eo9ZUyOyIjyuiWgKXCU/XAHeAawLLE3c8Amn6NcB9bA3Uzi0VmPkgzwnQeoJNtrn7xfEDPIcyxKTn7z7iQoqP1wfImBCvcV38dUFg/PUu5pofS027wcuFgXsBEKG+hINoGBnD8p0KQv2f9nZ7t24nyy1gEYo0I5DS27wuhfzGvrWMk94QV6HGAJJc0Bk40fCIK3hbTNGbAZ6W2Zh8eTRUeHUrpw6I9EyMBBj3+bp4ey1rCu09vi3ZlKchPYaABSgAwbX1zOOoUJKP9sF8TWOyvJaiqfuciBeHro9eGg7u4yBK0TYAjisVgqB0TqAfJgJaPF7UIAwU481d0KTMW+7OzFyxOumszTU/100cUC4EZb6blJ8BAiB/HscJzCds7EQx0fHgVgM6CnV2ubmL9q2xSgIeLBNvLsqYhB580Z1No6czRA5kSBjQa1sS7vD2J67H1azbk+cL/85RhAD9XZcsCUi3UEZb94eJZSFndwa+FmHksKDsjkLCeXXkdObE1ObQBx40l6eghQ6I4O9TZ/RenB4b6VT8C5uFhJohbWFTLy1KLO5KQztzg8PaAyCxgi+OmSk4JWVt4XMWNlg/jTg+Vn6sSTI/P9bh03hBldIgMH64R3nmtC6IXaIyLXgg582rCfi4Ia6Zjz6qZTQtpV0NMBHrk/XC0Bz8y2HWAAKMZ1zG070NHT2wrAzPw+RFebACGC8d4DpN8KkMaYn6Ss5bIZeltHa8untowEHGAVsOrzLvekv5btuMpFidJcdylLGQpj2CiiYv0fO/QAHfGuRlpSFsZFIOYTRo1tuFZyLZ9/O9UrRGD8TUQSa1e4ZN42gh4wDdL5DGTj6m3oPBnTkyni2FfOKYc6sIDstMfKRifAGB7zMCXogVCBpymVrtntcT5ElbXPaXkEVxYfg37K+7tN5PHhdhmU7zl8qPQDIYO8/hzXkETU43Y4a5QJdKDSPh6PsUA+rtDrIoZSUq5Ib0sdBJmoU92tM0AVKEvqWz00GG8gWU0Dm+IRB81MTtp7ziwzeMQUDcMrIZXsK7rmfpztAEbGzMi2QxxPDrwEOt1TUhS4PPTxoHK3h2Spy2hAYNevBE/POJdhA504VQ1qPb2Nz8FxlP0CeJZSk97xAR5RPAIUJXi6e9R9hDk0UQ16G0cNGCe8eKcET8/kgSSYkjw8ebwYYRL0cA6pctAAPVoSMxQlubYV9bbsQLWDUsDn7daAE9+wkJHC1tUBVIwxRgJimNi0BzUAPW4pUlhXDYQHCZcsR8Z+B4wn7bet6zkBS0Jv8/93Bx4LUg91cq6eHgEc+jzwSDoxARxDxkQNMtHj70MenhQbmPECJWARcDPX/ix40vOX5d0z2X3kTk/q9A4MK2gc2aw6xSUuMyDu3HWXspTJY0EAEHwx7+rdWRCTNOTAjCEJ9LXoTCI5tg9F3r8bpatPTkojCw1sFCsI4AIFNNSnZDUMSnQyENmkCEK2wHb2kYDUD8m8UGoEoZup18mJMdiO3xKbGjXOoncscWQcsMfGsE/AfDO1POEo4atHMpz07iVZbV4gxrPQIAZvztqEDDhBp2cdJx5jptaxExYlNSYDVaOgd8a2T3pXBNRYnp5uOwKiOCY3TELtsvqWMTkpHxpanza1XZcMnd51HJOBm7ppMUYRKc/1S+Lpifs6HWdLsnrotpHQvQM4ADS53kSymosBDqneNjO8nx/TI/uokQrAF+prwzbqCep49hRicsM4XoIjMlrt3AB/7eO9yDr3d1kobddZPvJHH/XvehfkJntHAvdIp7gGqhkUWkIdJtwr/gI5/UAAESev8Ki4Naf0ETDRhouUal763rKfY4IsnZBrfI9P6PmSjuCFgZj9cg6APiDSOFjmlPBAQGWtH5UKuGVsk1qK7NuTtA3YAuBgbxGq7lmSTpxtIC9NRy3MdWLAirqZzjYH9RlrDUBR7aifbNatH+vAveaF07k5vwlo5O/4jWVuKS0PC+tSzWx4vnJQEoW0WbADpbW8b4fAz6HtZbsO+GB5tx3OLVTYShFI6W3BZtQcPHKhRpdofnjuvXfIny0+ZyjbDNS+3CWv6wXXXcpSxnJ6KpNOMgRsbmWy01colVvvqMeyeFoDxBcSuCT1zTw9MUuw8ckobd4dGtVrbeAEQCb7ACi4uRcIeVXYN8i4Q9CzMUs4AIzm6fH0MkiI2mSznCiug66XQwuN7ft1O/Vhy6N7Yr9G3XOBBU6YOfm2f6GqmuMnvDk1yIbSVkhWg96GsT3G8LguJvO8aqfSx3F8Ng8PM32LhyetliuAGl5DWJN8vsxA/Qh+74Kq4DlKOpkCIqW30ZNHSrxXmeUQUtcJ0ir3T4Kw7GWqz7X8MUHDVw8Q4kRt2kMgNXRQwdSoc56MwkJv6/Pr4G/19EgHGAAuFggk6Whzc9TmedPlxBxaNP7BeBbvDwKgR0szC0WtBgDtjAZ3Sd7VjqXsIWR4kfUue5mP2VvKwXL7A2/370Nzk4PBeg2gZw4MERB1E98m1nx7QdCZ6mSWlniX7h0UtDjxtQHLOt1xOxiQfL/cdvxwW24vH584W3Cs1Pn+bPnpqt8Wv2N/NjJP6+Kzijp+WOf7sTp8zvDZyvd21XZXDRgNH9bdtW7709XMZx3bnbbJdvFZt73X4zOuczZT57/XcaxX7fjluOV7b3V6PvzYMj9vcDV4nfjxa7jvryvqXN4f9+XQp1tv+HTbyvK1jdn8e7ZNA9/84JnEt+v4+99Vz9/5DPpnhw/qkKsnrJX8UNKVkzJw0+Vb1Y82myPp4oaJyzU/11ne8IY3tCc84QntjjvuaM985jPbu9/97oPr/tRP/VT78i//8vZZn/VZ/nnOc55z7vpLuRzFBAk8jge0HP024L+DFLFZYuMxinrb7uzMJtDxrlr8YyQxjW9TaIvA5Qpg5u+zM1OG07p6Rc+2qJdl+jEvUabfGj6m7GYxQUaXi09Q5+xjMT1Wb78NWOy6z9qTPYeYQn3HZ93OmslWb9oWsCg+Vrdp21V8jDJnf+9M9ME8Zf5hXSyzdVwUwr7Xm/yYp4TL3ctmYGlzEjLRqPeJ8GaDz5VaxvoNv088b06um+vZspO2Qr1+WL/abNrK6Gb4OPWMy07sexNSzVzHE4mj7oR1/Nj2rI91fX++HdrntvYbMUf1wX5cGhputslnZjsCsEGOOpapBLWwbcS4mqpuCjDHudsQvyaL52d55Va8Rj8MNyjlxrsPLQXHUfbsR671OQLqweLhuc7y8Ec+rOPLpjUB9WFxGrwCWkTxZPJ4uLdhNdDcxGTiggRp7ko6rQeIBom5aAe+AhgMzCPDQ/KNyhLltaR24VBy1xAyyOTMpCiIcyKCY3uPjUpWZ/+Q24W8595ib9QAQmsbHR2jh4jWIhUjkMvsXg+n401fvIxBGdrjzpJENWc+J91txouW9C/1snXejWFbvcBUMmoH6tRToh4Z5KvpPAIDNa28PoPXRXLndG3SQ3OADmfL13N5c/DtMcWI6alEo0ObzNODuLfkyuNhS9peJ/Ax3BJZTsukvm2Xv8u970UL3vrWt7bv+I7vaG984xsd7Lz+9a9vz33uc9vv//7vt0c+8pGT9d/5zne2b/qmb2rPfvazHSD90A/9UPvqr/7q9nu/93vtsY997PXtfCn3WbGMCad32fTdJsYwCFgFjGzhzYmQfk5OkrLrnopQaPPtGFJmc8tdxfR49Iyzy9z3EbY6tsbYBXiAIAjXtqt9s6gHZwXweDi+nIVktQkohKDlwDqw4l4gJDtNP1DRsjCcZfdug2RIWiPpqPlpfFgldYoqPSFm4PtOWYKQLDXxg0geDU+QxcUY4LGB1nP4wIvv3h54VPa7kLP2wRKozmJIXfXB0F3k/in+X9HQwlhjcteMk8G3AQkDqszh42kO0BnvrM6oikF96/vNSDLKxLOZ1JT9r7dLWerB86R1uF8R24I+1+OXJBllxgoxhvc8w+85nZfG7+Syvp5ziaS1cYHMxQiKSuSgGtF8Ox14yp31dZ1XqdMdItNAwZSMRFyR4QzKJ9UJ1xGUPR7li6x32csCeO5OoRqKdSiD07KX4JqdXSODb1DfkrXDl8WVPkJuM3m/QgmIuBN5ocTDTIW2To7at0XGbU7KVZLat8NxDOTo7Cesj4cnXMFUnirqJqerktU8XsVdTn8b0WL9TGAzush3A+jpwARiY+Yottr4AF66XYy3bHtOHellOvpyfwQfPHntEwkY+l50AqQqbwKaJ8DQ+z6Alw7QyLF0dSPtbAAwc9S2Dgydp/bGnBf+E5MUPuPJ59Yg3rKnEXr27xPfheHae0MCVo+5CPC80LrXUV73ute1l73sZe0lL3mJ/23A55d+6Zfam970pvY93/M9k/V/9md/tvv73/27f9d+/ud/vr3jHe9oL3rRi65v50u5zy2x2+22bSCnSSl8TniDrbTzxKE+FHn3HBO3SAMDcDLk6Ik8PTu38Pvjh/Rijm8y/pH9HN5kjkHartDaPIWNCxkE6MnpLqXdrIDWvVkHFMEaDkK2QFScr/rcFSETVk53G5esJj3JgIj5bswLxC41RFR9ZprGu7gckRQ1rl+qA/iUKSAjqQ06SQ5vUSQ1hbJb5vBBWw4+lA5FgBMejf0KOX5yHQgJuJEwrFVRjw4ZDLZom6CmF31RyeoSX6iE3QQuXTwQLmgKMbiRV+KMSERUupmAnEmenqo53H+pR2ZORQ0ArsvFg3E15mJ9XPKc8XKSo6eLBuCNwvjEh0qohAdLV08AyD8R6tCpSx3PiLU/eC+n6132sgCee1AIevJv/w+dAhKMBvBXd2YMCCFVGMGiYXWRXCr244SxPDFbjL7RBgPO6yNpG5NAR0/PPpkB8eifLKZmkKzODoq03TQ8yEs9CsoM3hr8TEDUeX44Bgjoyf6SW/LaKNW1u8DM3aOdl1j/RrCU24cHqfP0eDO0zQxt8tqyduwsCUyqoa6OQCuvq7aLPDzMidDX6YMzeHoApGLgFCnvOcCh56jgRutzGT0wCnrwnM3VdW0OtMoO9AQ/eeJNgkeoi7eBqg9zQtBzFHiot1LSKglzmVwnZG2Xgebyd7eHi8Y2XWRdK5/85Ce75bfffrt/tFy9erW95z3vaa94xStymWUsN5rau971rgvt71Of+lQ7PT1tn/3Zn32h9ZdyP5WcmIUs9aZtsq+L+XW8g5Gc1LwR0YFSncxfTZhyTdctX1eAFBsbjKZmk4bwuETJ2B6PJ6WnxwANY2fcBJKghw6OaLeEasxDldNBSFb77yFpjvcpPhYRkgXwsCOOqBsDNQZm7Hit3dClM5AX0tUxEG0hN22B5EwVF1LZNZBZW3l5IWcd7IVITmr12T1xrLI+3xOXQhktZuTFJXdPDvoziu10sTf0IAkwsrlCSlaT1ivxLVbnbas3h53xkKdHxzugxPL05A0LuhqpwuLNSBECFzpgHJFafjlGa6IiFBETmC28BnPS0WOenlyfX2CrjDE3LqGNcXhul5gMxCHVIK7rkpUQQhUyD9LzGHMLabwxZQpznra/6QREd0dwSgvguQfFH21JEFYPMc0ukXQqbEWjFYGgh3kS+k4j1ERpfaHaWvxOitpas7DF3wFAImN2TsDpzSHAQLCovpvevHt6MjV11rs9R+es6v2hlURAj1rKogHJC6R9EXsN90iNbhahvzloG689BBAUEOXIU+edl15exkpWJrerP6geEKmrNk2DVUcPTHoxuH16eMSTI3Vd/hz/lo68AxPSyXJZAi0FLlVXHpYe9IzCAklxiDlQB6jKMtx7eEhZ64DRnNS13yCcshq30prIdcrVqY+VXPR6b0if4SQB1+3oVNnGwvi4i67bWnvc4x7XLX7Vq17VXv3qV3fLPv7xj7vF/1GPelS33P5+3/ved6Hd/at/9a/aYx7zGAdJSzkCSyys8LutUbNC3jIcDXhfTHnMhAxObHIcfXM6VXwuHaIAVMpx5Tb0WdZOsKdtwk9ZaZDMkMA6X3TJrWbvu3ly8j2moQ4hGha6Z8dh6m3ucRIFzZSs9oHIDt88VaQ0kbWAPsx3sS7wY3l6tpWcNOhm1C8oTw8dU05dw+AYXYxR3jgc9NZ5P9+OilrXN/6ktRDgxtM1zHlyxLvCMc/pb6wXsQIHLpqnp/o/qrB19Db0r5q8lH0vDbRxGTWxqfSvFjvEOsxpKjkn6jMXT89WcOqb102f1S62ZlyehldpTOsmeXoKSBXmqnW79qcjffe3b9sZZutyTPL0jOOOe81AC5XHIf8ggOU87EjKHjF9F1nvspcF8NyDklOwwdNTlehsfAAZpCnRmQZgQmIbnRTaOqbeZkRk5WLLxDdU2EYVMBwVZKljMJCXGfkZIlnnTFyO7ytoc+zDsgMb1dt4MAIc3HObByltg2anuX/SnQzLWsrydFYSNjytyo31GLqCc4BVZdSH0Vw7U8gj8pvjtvBSVJ1e/95lr0Ck+9Z2s44DyhRAEO8SyI2xN6SD81p3MSEKegbZaU0kmuc1R30TsBR/g3oyLJ/EEQ1eo14yW7w+w7IEYt06HWqdud28c7eGh+eDH/xge+hDH5rLR+/OvVH+9b/+1+0tb3mLx/VYPM9SLm9J1ifHF1dhM0+PBc+jL8wJMqSl3bsR449vRdVcHz9i8m8Te8YiUiUz8/SIJ4d2N1/P/49eE7a4oMVlLShvzMxAnRyRrKYxXGz35dlPSeEYy2wu6bH17Dq5T8TonO1X7cSsiHsTHED8oCu4ladnzZgen7bGmG3eFj/H7JT1mxFRACBqlLFg/5150UzxhYYyJAX147e/CWpIHSP1zhAgQQ9v7AzoyeERF0rjUrqEoFRvswsOSeuUm+a4ve5BD4/Zr1MIDkSdnCfnG1bP/XEQYpHE63XAfGBnkpN2Km0VMjDWdZ4enXDA05OodrbUOJGbyhwnGRUTUIZ7eyBxaZ5W4tZhW3+lYIU9okFqf0GdnGPAcAvguc7ymTtLTlBfxAQ9QlvLh5xKIDShdQhBevwcsTChtC8IFYyByu691hwxHB3goibPd2/0tmHb8Oag451J8uZ9KT096jxhsTFAnFa0iPjaZv7TxKQjtVVPXw1h9gMUve5gSEVD50r51M5JA3cGB1ndPif5M0U9PdNAcNnBuH0iIQ44AxjiDwCD6bY40pHShnapTjoRFKATUAEEtufg1dVpu7OgZagbaXIH1kuLZLYtz7H83cf0SK/Z0fBGBZvu7ZChqQbvNEnzb11+rEXv50XWbc3BjgKeufKIRzyibTab9pGPfKRbbn8/+tGPPnfbH/7hH3bA89/+239rf+Nv/I0LHtxS7q/iIMQBAd4aTGoN9Ky7eAwAGEhWt82ubSjhS+ox52ZOQ7OuGYYLsnIcnSCmBzGljMsmvc3fewAPT06KPtGVM61dFwuovrcDPZ6xnvkyVdQAJ+tgKXqI2M7QFPL0EOzYeqBr2xITtjxZb8PIg8PZDZ4e3x88zZS2tsMNWWobMTxKJ76V3uZZgCTexX56Dh9bh2IFmKRrzM7oySGl3c7fFm+DrjYHepCxuzwNNKwy6akkLyXFzeldAD0KjgMQYczX7fwgOPDEcXrOOpkU+P2DNye8HFr6XEH7yfjc99sTWWpcjjaTwydimQGeZwyhcf8laCfFDKR+phzy4OR4ROaOG6rnWqlwhSryh93r0+ORpd5BmfEi6132sgCe6ywfef/HZpfHxNrECELbv5/c4w9X7EB6anX/wptTbhadyGVsYlhZBBDUhBkNCc3Kedn278ysTegc8N4nJY1xLqlmEl6Y7EfMlYntlMKWXnMoRyZg4YA0E19ToEbW66wqafSq8xg7Mc3y3NWrHOXcjSnr5GyisbRUDR1qXt4KqK31++21Y8bOqqPu9iMgaNyOYITLDoCerm4ENLjGo4en87yoAtz4rduOim2m8jR4b7o4nYzhoYpbffs11HUY1zP5jozejAma1axVkMPv8XNkeXiuC7BdB7C77bbb2tOe9jQXHHj+85/vy4yyZH+//OUvP7jdv/k3/6b94A/+YPuv//W/tqc//ekX3t9S7r9y9SpzqzDmIiJQYm6MTDagqTnBC0GZPr81T5C5SDhMAX1E9Et0uharEzpvBAYGTmw7m/BHW8BMSW/zKbnXV/9qlDSHB/u9A5uYMKMbR99vNDQXDUCenq4/TiED/O3eIDOGrX0i71gJTIKMzQE0OjX1NgNQSEjt/Uxk23FbXbC9QyCBwMf9SwYSGBaaHWt5ewI4BbCk18mD/B3UIKbHUZCIEaQ3plTffCKOXH1tdcUtiJmXLz/Y1k+ebQo48XifLQQXZvpGFQeQPrTiTNXjRIumXS8DNWEdjMU83rgLUT/0twoa5qS+EkhxMBvG5/TgcNUeMKlXv4vrmZkKjLvMqN1zPDZ9XZngaMSe5B89RG/Tg05X63GU/SJacOuWz3/y57UPvPdD4c2hxaCzJFyjOBUqOkXyp31zWr8ks3E6ijCxdKsNOxnaSthfgR7lk3pyC9wyhrZOBqDhH8uDskoamjelwjN42NNiyMSjK8SlCuhJ/Mb+gBQ27YPEo9PJTg/9nMUSTUa5MhBOAFNXP7ec56WgUItf48PUOE9qqm1193MGKwnQiCRyM/trEuQ7WstQl7scgc0oO53ngN8uP4utR0radti2AzszwgMKgpi0dEJdi3w6q1GWmuDHnnkHS5KRm8lIkWtHPTzlJcJAm7EJauksvvl5Q8ex5OHpAOoF1r2eYpLUL37xix24POMZz3BZ6jvvvDNV20x5zeSmX/va1/rfJkP9yle+sr35zW/23D0f/vCHffmDH/xg/yzlcpbbrrT2mav0IAz9kAvfyPvFvl1+GxB24LIW0JN2CGYxRd9BlTXswCbzu3XE9YQPRAxpnCimKyfWc0adx/AUVc3bzPFk1U5aBYqT4ESjToCekseOekhuWwJUdFT0WMVwZHl4AvQYqHDQw4tCtTYTAIAIgntEUs46BA4sg08IyrDe2rmCPsnACwBLWA09zmVnMTvp6Yn+KybTkefH24AKGw0/CV5227a3bbOfDGqHxwP5urHPCLZiQBa3q7aqHw03Xfxd/WiCqk6yejAqGfUt43LoyWdcJbYF7SufPQ7cYx0L+/FZ4FF/T0UMhp9zYMmHdpmbJe1Pf8/U8/eQA6hU3jgZmsbx5O4njB75e3M8vob9JUk8amPR+9///m6ZjVlzSqOHyvFc9UtWNC7HgYgvhBaN1ZnkTHak1WFERwKXdXJFw2VOK7rTxejZSf6v1THzc29p8ELlK6qIwFvDlTypJNzkk48dk1na5upUyIC7FUAUrvvBm8P+AGqMHRjR3YoMtjK/IncQtlVjmihcj4Cpq58DLpjkpxz+WDeCqTbjSWO9FpGAnvRrBARzddjWq3hd1SOTstRCD+e2EPdJ4CL74/GGp6gGndUsbW0qPMAxc977I5SzpMbVoDfS1hTA9MAtFqbIgy6n9Wvw1ugl6BDOkIvnaMsN8vBYecELXtA+9rGPOYgx8PLUpz61ve1tb0shgw984AOu3Mbyb//tv3V1t3/4D//hNUURlnK5iicOZVwOOWh8ZChZ7Xl6JIbQ+99QWvOgfQwcEWPKLic6D08sSRAkYjbm6Tk5iXgfz8mFftjBCx9XqLcR3NjhOaPO3CYYt5B6xkvUI0+PYa3gkKXRjWOmHUTk0sF2wbaL3TFHJSpoTDzd7doJgQaO0Z0tBnNyeI0IHWi7wRYYA4TH+zjwgQoYYn5MXMFiepL2Flcikm4a9c2VgWK7uoiRw6dieoRuxsF0Z8CoBz0hiBQz66DGgeNujcOw6vMNqLfF/IMgBv2qecsSXIlnx2OsdvOgx9uNeQ7nDzGGwWjrYz9jenDhsx8fBZ54x4TpcahQlnq2bkbZLYUL+Oe8QTqXDrl8cl6Hc++3l0F/BD2yTawyThCOy8OzQ7Lii6x3o8sP/MAPeIoFloc85CHXtf0CeO5uOaAyEi+GGXoAeiYvA0EPLGYcEMTa5rGVSmpOa0HwlB30eEIzqNnARW1c57SBZUwP0Qc4tJYpOY1+RVfbCehRrXr0Z9mZlJeHBwtrG7eVPq4NgMjb0v5I6wYRM4KTjBXioCST3w7YSH3XyNy2I+gRKtks6IEnJu/26gDgGesU8IyGHm7bhms2ghYZ88r7QalnPecCwJPEonqO4sHhID8HiIJWUW0UjY3fYi12z1CtE4BJPDbwHJE2wZXiGVQvzrAdD717z+bfuc6yNtnm8pe8fhdc93qL0dcOUdhMkEDLH/3RH13/DpZy/xe+W1Bky3EgmUnxTrh6G0DPzmhYoiTjQgY2wV+XmydfWaeoBfWNHiA6EOx3B3r8MPbw2EQnk6YLWHh8e5MFACryPD3SZ4dhL+htFoqq3XnKYqenJ6FdyQy3HSY4FD2gNyeWnO137QTXB4QIphl1yGJrb/zFXPl1iqEUUtaWpycthHE+IfZj12vVNg5saMkrKpvFMpnnBZl1KimlMzpC6pqJTMPABBDinh5KVg99JL0PKnKghqROvW2gVKXcNQBRWv4wwOZ2GCwEEDF2ueZCouLGZSONjSBCRRV0TiDgaCwRfzQjdMB25+Ss4c2JOgU9U2CUYxKBkpxLAtBhn9wur8/o7dFro+WIhqf9JaK0GcC5VuzpeWUBPPe0qAJbvgD2M172lck2zuXhAQe0f2mqWfeOiOeIk3T/20CPu5bLMlaeEU8/Fy/YEOTn7Z7tOmBDe0kIGVgMEuoYjwdrjvef5gZXQOQN4suOkdvK8gJEMtblwTDeqEBPd6y8DiotPXqJ1NMzAKIOuAgYWo20OY2HmdsWgGe2TgHP/hp1emKwdPrqQpXO8xgEBDpPz6DS1nlrOHnmPnluSY/sgYtKY/c5eDB4dSBrbAOTB1nmYzhz5+Q2FafTtzfj/cyJ2RCP0/Wl01gdKgwd0Thyn3l4lnILFbHGO5jxjtwWFH3ailHUMjmp9B3WH1BJzalmfJchkrPeAsjYptRIsOD8EfS40R1CCAY9XKINMTEbm/iXyA4TgzrosbakH/P5r51CqrdVvrTYAjEy3vGwntpu63a23w9JS+V7ZTE9IVnNWJ4CRJQssPOw2BwZLASYufeI0s5iRSpPDwUBYrCLMb08PUm19jmBtQtA5KISo2R1gYxMXuqHtBtADzp4HqTG9KTHpp4TvwepwiaARql8I+jxGCXZLj03uOcAj7EYgFANkhtLxzHIYPux4koeADXx1YOi/Vxdhhrwv5qb9MpuvEY1+ZizTRaslaILAO46td7OZcUBVp+jm1O04JMXyA93d4uJ6LzmNa9pj3/849s//sf/uP3Lf/kv2wllHS9QFsBzDwpfni5Z4rDCnqAnlxV3yiZ87m52msDgz/WJaAAbDXJncXqb15WLF92QWPiYeLSs+YwDMtCTICNBDAY4UWfTEcIn5ggs7fIXcD8EPcN2bY76pnVDvE9XlBo3vnO6bwFCbQ6caGfLRex/hviJybYiPT1bN9w3XbGzxmenPsTwDNQ0jI0TwYLcdAQeHLfY/Ai05uoU9LBevDQFdkhZG38X6KEnSi2PAXqGuBw/HuGSc6I1ALEEf3lNZN2x6DuHQS4528cEDPQaXWTdpSxlfCxkrkq6lHp6ukmkA5ue3gbXCeogcsCJP5ZbP22qb77AxAjgDeb+rZEEPXCbM5DfYnwiXQJy7UgiUS9QdvM6UNu8Cq9+qLfVmMW5ZXh6AIMQ0xNHApoWFLRj2fBteXoAenT+Grsoap8nJ0Wb8QlvS3qB/DALNEVah/D0UISANDfPg0RPj1Pd4AHy816fI1kdwCZU1vq5RHTsA+jRB4Pbeb84Q1NjjiLPMI7ZQ1qtQPWCt6aPz9mUnDUm+DH+w7Po8twwaI3BhwDjRX27Rp6eCV1tf24dU2/UDef4UGBsimwIp6cUuHnQ0zN4/F53KUr0PmTLR9WH7y9oi+M6F8kPd3fKt33bt7Uv+7Iv8wTYv/qrv+rJtP/0T/+0ve51r7twGwvgud4yUGfShasdiH/j9bAOy2lnGpDhK0Qb9uXS0+qirnej4naq4084goGHsTrymmfsTUo5ji+27VNiaPghva3QhHC9iLsQK5THmknb4GFK0nQPSjpvDatpdSEgGot4S2YFB0ZgNVTlYD3tU6PeI2engeAdsNFcO2PdGGyuv3HOk+W8lkMOH4Kf/HsG8OTfQ+JRJuz222jPW5sBRKS0je0L2NDcOmNdp+Am3p/puqM3RwUL0H4HrMRgMCTMI82gm/mMF7sDV9fhKTnyPDxLWUpXMJFVppDFeTgRYB+B6Fnh60OyWhTWtE+xOu+mVutMkZY5cxi/gU55jPMm6HEnBtQxPb9NN1GFkhnxChgHm0Eox/s2qId6Tu2TWI9zbEpXp9EQ6RaCGhbj8xnU2zI+COcY4GnTTrcrBz0xglZnFqp0mT1aAE8IAvkVQq6f9PD4JwDMlnl62OHrt3vQ4OlRaWrzniW9rWacodYWXqKimvG+17km6MkBm7l1IFVtoEZl/fnZiAdJ66g2h312ss2+HVAonokES/B++fmkh6ieL94EH3MqLa48zz3omRM0oGF3KmgQdTlbkgc01yRVTahoc+3ow93PAxT+1HEmrS6PXbei9w2qRMdCadtde8zZ3438cCY4YCI555X3vve97YlPfKKL77BYmgRTIP1n/+yfuXDBRT1IC+C5zvL+936oX4CXJr0jyiGV2WzQ1zixq21zIufWExCRc3Ifg0OAHpjfFKB4HrHoPOnlCL4uk1cSAjH+pgaYDGh00COy1MwVZsDFGQ+9lSQNPa73qSNdrVOymTNy0QpcxjqlmXXXj2BqziLTA5CDoOY80DMDeOrq4/chQITb11t9+pVmaW0KZEZQ4/UxgHcxOLldyUFrG37FBxDSxeGM4GayLgBHF68zeHgmQEYBEagh/pvgBc+St7ubAKDANqJK1Cm2KZCpwFsFTrxWpUDUGx5udVnqpdw65S6Tpdb+BuOLCxnQY+OxOTV+uPD0lvQzdL4yBtn7E9hjnQzpSsNS7myG/MRwEONMgJ6gPYWim/0OqpWNSRaXE5NwjDmQhKaxMMaiSMXg7C6lt2GOTS8Q++PdzpTdAFUgbODxrq6GZnFC4cnx7cha8HUNnFluoBLsZHoGq7Mux4VOoeoWamPh+TAQ54xtU4ZDhxijH8ZdTw8UQIGeHheA8P591TY++aWHBCe69i2C2ubrso9jnIxdqTP0fRwchYLh58t4n95bkxQCMSqVNRX0t3E5PReeNgDeMOlrfc5j8UsES+khAgMGeXpK+hqPjq2yEZZMN+izeXiLyEKR4jAzgXy/rcKTnKPNARoxROcR8O8DQghcFzOk4U0Uo8MEpKH/3pqK1HGU/QVFC3gfLpIfjuU7v/M727d8y7ecu84XfMEXzC5/5jOf2c7Ozjzm9Iu/+IsvtL8F8Fxn+by/9rkuS20lY2xmLQAVr1PfMrsVK4j/RdcuOvukeSXoYcccgCZUbgBuvNMQb4t6bMpjjY5fAAomt6qW1nl7VGWN25CJgBgjquZ0+/Z4TYKpvDTVhvXTkhcIVwt1AsJYsnNEF6OxSYPxRNvsyrXqaBmcK3NAi5vSY9IFK9bxRvyMnqSsYxZUgs0R9DjdbT9fR+qZBJh2wOmM1qfaVwIf5NLJ5VpP8YEc5AZxAks0qNsK6Il2h5gcylPbIAgrXp+clOBoSKzHjx+PKAXJdvp7giOlcz4WWeo0Cl903aUsZSgGICJbTE3WynMTE8OO1pa85L2DnpWzDEoi2vsZAwamHGqeok15evi8BvUt3jF6T0htM06/09BOVlBvwwQYQYVnZxZfY+9oCO7EfBr0O8vDY8dMMQKyvTLuftVOTiK21YcSjlnr5t4aOxV/9SX3WjhD1m1jY5PF2PjYRYDiECyEDmCYtN++Dia9p05RC1ATCmzIdRcC1gA7AU5UZWbrCUh3Tm8zJTUHPVTR26/bmXvQIi6HUtHhyTHwEeunjLVI84csNQ1BGn8Dl79ddBih0mjk+wWV3sFXGaHKYxPxwSlZ3bUbstRTSlz19UV5g7FMwFSCrHpQvBA8TSWrdeid7/gqMXm3sP9zDrRc5HtcNvwu8DZOoHSf03NqG8uxdBxlv7ugh+duJB79nM/5HP/cnfI7v/M7bsB55CMfeeFtFsBznWXjctNipc7cOEOnMQE7ZSEP1MBt2HK4m/1PJEBQi79vRbEC297jf0gtM0BkQAHqbfS8AHR4rh26tAF64th5eKAQTN/Z6PhE5ACHii+hrw0qbG55GWNz2C6oUx3QYj3oTsbFHvzHcc293Yoz0uPpPCtTo8u5db7P0cM0F5czdqRJLZtxHzE1wlhH8JGSRHLucjyjp8h/YqJhk4cEiQMgCnAhu1TAo0lDFURRYCClpw+AHvm7p7bBi5N1MgiKB0Y9RZOBdu6T5yDWxhw06zw5UMrlOCpPyEJpW8o9LSEegPwzTgYQ8OIsAwgOpKuGgf7x0pg3J5THykDE18xFCSJdaWnhaHJSxGM4aHHKc/325KRGb6Nkdcy5/TfSgjnoQXhLJjaleAKtbBQxoCPq9CwkqwMUIRePO0oYsI8xDz1CHC5iazyJKh3/hCyx5HRr6m3ut/J+RUGPgaCN09koO02PD/obo6K5RwbeoIyxXbftapSsLulqCmCDJAcoZSJCAe7WpLOpocd/hydnbeeboIjgxMZjSlYP/S0G9MgxJ0prCXqCEtgLGdS24aHnDZHgMVzvUb2NXhqPiyKQmonTOajCFrWHrT2zMT/TdXIRKWx8wuY8MTK2zHqHuC3fI939QUrbYePprQh4Llre9a53tV//9V9vf+fv/B1XarO/TbDgm7/5m9tnfdZnXbidG2r+/LM/+7P2whe+0N1bD3/4w9tLX/rS9pd/+ZcX2tYesr//9/++P2i/8Au/0C5jodt3eptpTeHvbqPoKMYM85yw7Q5QdzjZNIrO2Hl5Bvqwsk8s75jEep19ZFKbiSZtkDwraeHJx4jTZgHUD+p8O7Puy7Jsc4t2ta7bttpbD+2vT/t19WODWne8up19W7vS9kXq2K7Xjfu8SLvbc47X1jnDt3y0Xa/vtjNJ17i2dq5rXE9eW7br27KOH5xL3DNwpPVe5/NSllqfTMg6vm1Sz7gOty2Z6QLybAMTKbYnz28qE+bgOePZ4csyvjO6bPzW/AlaDgxil7JcBPypd2spd7vcrOMSPTgGevw3/8kYxQSjXHf8bM+CzsRJjn683a3FBGF97sfqbDnX4TLZzkCPAy4Of/mxbS0/kK2HnB/YxrezOktSyvWH7c/MmLctJ8dYZ5LW5jWyjymnsY0z+w2ZaAMU/L21b1N3s7w3BiYMDviyWM9IcSbqzfV8mX8MDtpygzQGQow8Z8IN+DhcPGnb1QnodQ6b/PfO1l2ftO3avuNjxsv43rT95sTrbT3fDvUuleefk7a3OBpfZsCyPh5fszmR9YFEsy7aS35g99mE4BL/XskH26Z7zddBXJIpsDGuBwnajQ7nlDg9DqnX/WpS92w/f0td96FknnzSElvBW3NJSM8HWQLC5jxTNPIKW2fmzew/ozHvkpfd/uKfG1UsRuctb3lL+8qv/Mr21//6X28/+IM/6IDnJ3/yJ6+rnRvq4bFBxVQU3v72t7fT01PP7P2t3/qtnsH7WsWygR9C3ZepaCIsOGUj9sJ+eoCfm0pqQkNXd7qXxUOQVvgQKshkn8MMp6SlITUKL0+AnFXvkYG7NRw+oDSIqECtg8mpJieNvYFaHPvsjSxQeqO3Rk9H+hTfVoUM9Fz8MhyoI8NPj6X2nDLatUCdSOQr1805t67iUp3C0Ul6Uz4aK0enKXVjXzfTbuetyXbJ9QY1TqyrlTxU+lLdJ704YrDL54fyr/yb+9N2QaEc60jtrvMWwD3k4gmPW3l9VHigPD/9RD6sf7CmTmhqw2AwNzDI37Fpv05P2TmeQeW6BsFjOq9LWG7mcSm7Hno6pE9J+rM/QjY2IceOlUx7sGo7eGTUoco26Onx8YmOIvb7iDW1urWppRmo4PBkjNjTLfL0lICB59Mxb74bX8IbEPEgMNpQ2A3JSa2Yx8VDW9DuKeJrMsko+uegwAVZLaSpYdXHZfHt7DStzuNxtOsO78aJsyZA5aU4z96AB5KF+v7g5SEDATmALK9Q+NSCWZHqbhbz4/S2iOGJqxQ72KUHqOS16aliAK17enLAi0EycvMZ3SxU1hi7E2Nx1HXJSWlccgARtGGny3FA8cOx78h4FPS2MlDFNa5t+4k8PD2+T0k2x0HYDypiemY9PYwvnnh/CmHMmZnzBZipivFTJiUXyeEj6+rySRwRTtnHcz7skz56hpFyJGV/CTw8ps72a7/2a/e4nRsGeExZwbJ5/8Zv/EZ7+tOf7st+/Md/vH3N13xN++Ef/uH2mMc85lxu3o/8yI+03/zN32yf+7mfe+5+7rrrLv+wjBrg90XZaxa2nFJDApF83blJjQoVZEKaKElvG4UKaLSwfs2wFAa3WA5nuNWBvtaBF+9zGETIHSmlDMILAEy50aFcOznDjpc94n2KQsA6TuingAn1oKhN+gHsp4sF6qqDNjcnbZ9HUShHwNJM3f6cdikfnbWHZakn7Q6AJ8GJAxMFI3JMcJOr4ADHH8joJeDJMcTbhSzooMTGp9LvjYgOjKBHVdqi3ZHe1ktVk6bgpRMbUKAjJqIEQqC38YJMtjsEgvjU6YrDI3MNa92lLefEic2uu5RLPS7dH2MTvTkJRABOiiKdJpukohkHPt8WfwXjry1Bj1J18B3qxJZuweJLCph4IlMkLjUoY0Am819P8vSY0AFz/EQMDztNcw4wlieHp3zmQW8jRW0n4GXTG91S6IA8a1D72KZN5U2S2knqti8aKnMotTw9+6C3AQiEEIH1leadiX47zmYvwKeEAWLo4gWqPov0NlLqAgxB2GBny3XAj+08pse2AVAKEMLrTXp5bJ8UMg4cB5OTah1AlhqifFvLmeNSeL2ktXpI/EYI4CFjZUhOyifQz4fJnA7015VTZ6yAAp/0/10LyP3TGyHVAiuD8LA/HSsPMQRyHdlfmkNTlGHclgPxkaGdVp7ji6x32csNAzzGsTO6AAcVK895znO8gzUu3td//dfPbvepT33KEwq94Q1vuFBGVZOk+/7v//52f5V87ZR2o880J5VpaRtW4MS1JGHE0xOBk8GL7ZqMeovb8ZieoRIz4KxDp5GxO5m9WawmCCZdpVgBk8YVaClgo1xYTI6tfRcjGNwKAlQS9MwYPyIGaV4fugQcZvu+iL2ZaTfvzSxYGup2B9pl8O54ja34aNXHWqWOwNiu9ts+GgdZfYIr01rUx9dgrM6dj0DKLzsHB008irpoFpZU1hk/nZ20PHOKJTImhxYsASQJmGYAii4Lq2gPbEqkYwRII8Dpl2WSxNGTozQDgp4jGlyWGJ77ptxX49L9MjZx/irGGgc9fGnTSwHjCkCP040w7mi8ocf0ZLIcsRpBkQ3pRctOh3l9dE022Y/BxY3ea6OoGbWpBz22PzKVcv5u3bmLyYVxjQpwTkBI9TacCx0N5kHaUkmNUtXY1k8m+gRLbDpkTQjjFhlRA7vATu1su24nm9C5C88LQZMdjV2juMaZvNTiZD13T6zp8T6S2JT+mxAQMo+Oo77q+D1PT3iADNyEMRSGIhN4YGLSjLuRmw+wFdT4SvwaHj16icILpH2reWPMAhegJzvoem4I4hz0yACBfjaBDYSV5iWr8dxh+3gsCdwwruWzDOPWIc83wGaOh9cyfOlYQOP0nPdGJ+6HxhAXjJA5UFkjca0HL1BO2HSeeDxWqx2opxdZ75YFPB/+8Icn6gmWEdWSBlndoWK8vGc/+9ntH/yDf3Ch/VjyIdXnNivamPjo3iwfef/Hur87+CLJt2gro3XKOsY+8G1wC6i1XAonthqkj9cKssXlWVG/e/y5i2RvdPEL98pBBEBQ9N6iKGY/LG7HQAR3iG92CCWMoAd7IIloZjgub05/kjwmUOMEobBLi+OdcTkLmJq12giwWZ1Xd6hPJY1rWl0Ur0Ptsh9sCiDwt8db9ZSyLAQFQ12vkCbPi4IlP65pHp709Ax1ViJ5oObG4f4ITgRk5eAqYM/qh2So/Zg5473J+J7ri1cRYbop8JkYHyw24Ah6YSsLpe0+KffVuHR/jE13nW7n51hMI6ALc0UI4KRVpU8dEEIGVNdCz4Z6gqk08Mj2Pj9y10kpxYGp5lS2U4AeJ0yh/6XIAfsYFevk0GmvyYkn1BHAQ8P9qubYpLcRHNHT481BNCHGyZisn+7NkxNKcTwdTIdDcdSU39Yh0Z3y097PWExPTNpDvU1kq5mZx4+Fym5sO8SHmG9nPQoZwFNDiBUenlBpCwbGzrdLShvpwhjYLSlq3uqk2kEVwgdkAC0akpKmZqAnoGgPikSGlRQ2tK2gp+ZABVQqNxDmQNJu5BYaPEdSunQfk0oAprmJ0xw9rW94/rfuk3O5nP/Iw6hzv9U5nh6t50ZWTsvze9nL/lb28Fw0UdDdKb/4i7/YfuVXfqX99m//9nUFM1006dC9UW6747Zz68PiLdawJi+Bv/D8e3gZSW+bqeLkOAL8sL0AlSIvy8hAC5griMTfBDel1Ga7tE6ztmV8i+9GY1nYT2r/UL23nma51xVldCa1od3+Mh389uOe9k/V7E5A2tgsvR9j5yaT5ENgyifnh9zbcx2xtOsAQ7x2Xd9ssTYz+LcDE6s5wAOAwboR8LDdARBlrpxuP3G/0uMi2xb1Ab+RiLAD6OKZ8dicztpI0LTzuCilxnWfLSZqc4AnRTr2s3l6Zj9s66hkqQ9YMg+tu5RLPS7dH2NT5rXy97UmZfED7zg6lOr36JVBAtI50HO2s7h49yoEQCip6J1NVG0Cbl4i8bwYwNq6VyW87y7eDO8PQj/a2WnQ5qxfN+U4V0RjwlEMd6bexuVOGQM4iVh6eGtg63JgA9Bk9DYVSmXenWzX1pOYePsO2WnEzmOocLlsz7VjjhFLTgo/TMbJh8YbfF3+99rHEsb9bFz0wJTbNkpdE2+P7cN8ReU9wjc8PU5hy+1ADbM6JidFjFDQ5wG1iNz8WYBUNA2kdgOYMiA7caPQM4Y3kpMGjY9zDKGryTPVWbYUlSroUeqb1mW7eGg4DsRRcycB+hJgDiU9lof7xOGosd3qmvUdmDnX46MDfrU2iQniHMSK0fmOpOwvQQzP/QZ4LpooyNz+H/3oR7vlliTIFHIOUQJsUPmDP/gDpxxo+YZv+Ib25V/+5e2d73xnu7/LZz3qYQN6n3sBipoWE3SxrtkE7tAkzF54V0wZwAQ9J5l0APE02ZHA6mbtJl+3Xlo3nhi9DR6eTEBKkYMESZLnh7EqTpsr4NKfLuq8QmSrYQVMLxDr8e0/2G5ex9rU252LMeK1HfP0sLgyGTxec3VWMpFEdxrY1wFXjvfDYgGVkhSwuVsa40gPfhWEQFxg1gJEeei5OkkOqu0SjEQyWpo9+21TyY8ds3hRMl8OUaVKUNt/BDwT0DOfDDQHKPXmHAI9HVAawUvveZrU6/0YsOPRlAXw3KNyq49LVq5cWber5uVxeq/04Sk4YMCBU/Pqe3xVxvR0ATLluTEhg7XN9tncfhi2PGdNTPzDuBKTawdE0WpSxLybhYdmfwYhg13JavthSRy75+mBgSfYSAHsTmz2Arp3Hi7WO0M9l6eBCLSqEDKgEHVcDXq6N3qsBIg+L9/4pM48QSFTXX0jE2Cah8XGT/hvMOl1iYagvwEgKeihodF9RZgk5zf0uFcOfCxuiHl14sxMyc1y+MSAS+MQBgeLzzLPkwgZBChi3V4kq7Hcx157GEJUoGJ6qv/OBLWa44d9Ny+i7xMPHvt3A8W+T9JWmMC16mNb8crrgzbj8WfJdrTQWHeN9+Y8T1BQ19Q421t7ywArvP+cKw1hCh2GWwDPUQCeiyYKetazntX+/M//vL3nPe9pT3va03LgMElMy5B6yEr3T//pP+2WfcmXfEn7f/6f/6d93dd9XbsspXM8DKg/EpZBXppWFpWqWZ0HeuASTjNZ70KJtmGO0nRqTA1t6m3uBaJXp1546zAN9MT7yASkNUuO7Qr0sGeh50SBTTer9Lo4l7oM6YRHPp2RNH2gXZxOgrSJFwgDj8fWzFhbKAjjgg5jHayavu1Ql9ZPjJxjuyaBjUFw3JaJPGPbgTdn7bLfV/CXAEPoZZNzoddlBvR4oDCes8ELRDDJ67+a2ye9OQLEQ36agyK7chrwCrjEaYnXioMQt2VbOP8JuNEBUMHOIYDDbSCxOxnx6F2aA0rHVBbRgntUlnEJxd0PNM5E5tD90K9aNH/opLGUepaNzxbPNPE4N4AejCG+i/UgVmCTZktOyv4o58XxcIdAAsYmEypA8uyM6SEowWTRRA0MTHnsTaqSgq5toMYSl25sPTIXJNbcaXMBetL4zsPyOXxMRsPTw/x0MXIFfS1YCuatCQIFVdNC6toFEijIkN17H6NiXh3+GfE+UG8z0ILMQQF81ilkYKBnPOKIhrJ1wtsTBsmoj9OgF0hcWkSxDkLtPKi0pp4XDC4OeiSWBuO15fcJytlM/42HLQGUGqviBuKh0Pw+4d6LeJ/y8FSCbTFm0luQYxRQ8oH+naS9rk7HTUXQY0nBqWmZqLeNoMavgbAt9Jsl54IqwnA8Y9TOnsELjKmU2bolY3ie9KQntec973ntZS97WXvjG9/o8p8vf/nL2zd+4zemEs6HPvSh9lVf9VXtZ37mZ9oznvEMt7DNWdke//jHt7/yV/5Ku2ylJn76knGyL9mD9bd4emxwmC1mhde6/aDOxsGEE2XpFEJJDZUdTxXKb53stPCrPbNzeXrEhYV6STIqJQZRgCkuAAjz7TKJqLiI2Zc5ABlihYa6HvQgAD6By3COIh/t2wroSXAxtoubknlgXeFuALH0xDjoGSSrQaPOc9H4JQCefB4GmVhVf+NAXuci5zoDenhME1UYgg9eB7abzx2ALMGJABuCljnJar2G8bjRStcDmnnQQ5H+eW/OmONAB1gFMiVVOgU2eorHWBbRgvum3NTjEt4tqrCFq0LTJsBEJp4eKzr/8m5gN0Nv8wlwGB02xicDroo+PjooTt13BnoArmjrilc19ukiymIAs6VFb4s3WcMl+vj3GSEDTz4KehtZVe5lsXYD9Dj9CzH3qeSWktUxykX3DBaE0dtgGORQG2AjrP7W17unR1Tfom80L4x5a0K6m7E+kC/Ik/bkpKSvGWjg5JmS1YipzeSlzrywybVR2OhZKeVOFzJIch3vJC7ixnIQGSiS1BQEGk4HQ0wPYmlS6Y+Kb07FH0AP1NsieamAHoIX3giCnjxYPyCn/PXJSTkukGcoiU15LpxAVKBXFl6HXuRArKj6MM3Q2lNQYSiM8ZoVweGcbDQurg68m1p5RIPV/lamtF1P+dmf/VkfTGzwMOuOUQB+7Md+LOttsPn93/99V8A5ykL0j9+H3KgdKCJIsY7nEOixevMCMWYn6UfwwDg3msm0yIHVfsVn7ZFpeXw5zyg7LciCB4ZOVT0yaX1Js94M6FkNoGfsjJTeVqOfbCsAb5zEpnpbtKuHnSpqvPYCaiZgaq5ONPOn7UoHJ4BnNYKe7aFjKsAjt6ZAj1LacMnSEySemLk631bz8DCH0ngdRuU3rwO3HF6crh8nMBEVtTRoARDl9eL6PDFJKNodUwIiCUodAM7498RbIxbCCZVbtj1q0HM9nqlj9GBdonJzj0v1Qnu/6pac+LumdGFhX5HeNvPiJOgBQIitYruteRqMIr2zibsAI3qIzBziCqH95C68NbtQHuPQRq+KgalZT09Z2a24IAHZUyAljPQ2HjLny+HpAW3NT07DTcJC76DH6Warri93T4+DJQE/4kQxTw8NU3k+3lWt28a9QxV7E6AhvDyM/OkBk+TpYT4eV1eTHD7urdk6YMr8PtYf23G4ghrEA9jn8pHweKCI+QnoKx5zGyMN/AnooVEqUgXCkzOCHt4g9fRk38QxMsBUDmA0dllS00GyWj2NyVpJMSIFcLy5U2+O3z8kv51U+k8Rk8pldc/P8/Tk3G1ss6vvwnj64g9tnmA7lrK/lUULrqeY8s15ydye8IQnXPMiXfaLmK+iunJZ6NWxSSbBS44uGJQc9JDPKZ2Fv7iI6ZnsDIpmbnaCO19X8H4nUEZndZC4jQnlC/lz/L2VyT4nvOk0PqCy5p0zPUjjPSONjia48RoiOelBaelUbxvz5SBmh8c7yEdnvXeQ07r0yKjxaQJ6xjw8Cnp6wFP7FBlticPsQc9AaVNLK6Ww5XHIgH+C2i4Pj7r9I1OftpuICVQBFT/w9TiodPl9iqqXYErq8pt1nWemwFQHdjrPzkw7+jvXkfF1DgRJudw9xTUKKR4XXXcpd7vcrOMSX5OYV1d/7RQ2UttkZQ8JFU9PtRJllt7mFSFWYDE9Pm0mgBDWkcf0pMgODgpeIKKd3DX6nz2Sk5qnJzw4FCroPT0EOt5s0tsCDIW4gQgVgMIWnp5Idsp83+mMx/x+w9jW9BQhDteUDDTpdQIX8fRApICeGrsyW786EdtEYZiYECN+JtXbBPAkfcpAFr024j1xkYPy9OS1xQlvPWbH9qkcWcYB+V1xwKSe8lB6NQBrx2WDl9KVRTMcMT0pXY7+3CWtbeyfo7f5uEHQI8ZTr18fztODuZIzCbzNIU8fYpAmDyfGz6Do9cZT/ppIHHRMmCljp2ukAzO8c2LIhldwDu/gpUIA2/GU/c4k5S8AeHa3OOC5Gctn7hQ5QbzQZe0+8LL44BKDTje7hdVjv90K6NGXCsol6elhu2werpOkfdV35tvpKGEiWW0WnVH3k9+MORpfdg4wI+jRn1anx6rXYrA46vYFQGYAEQGIWOC0JDiRxHGT+hlZatYRY8zWRXqC+W39wHrAM9nnIVVkWK+yXcW6EEnoJa0L4Pjm6jH0b1l5AFIJvDtggf9yHQ1Oraa6pKNUeBu29QGr25beGKygymp6rBNwo4PltQFO1wauyeXvcg+UxcOzlHtYTE1NEE8sRB8V3tp05aaXWT09skG+R52nRz8QMjBre2aXR9O+ncT0uJCAe19CbMWNcY54InGpq7alhPQqPT0EHVRxszXCSzQVMrAJWSyPdZ2+RqlrMAvc07MBjQznQXCE+XeoxYmXyH6bOpuNL5X7J44ltg3vxgly3qUQQU6t42quxauy1lw9DojouxklrQP0FCWOQgb8Z3LWAiwgZ+29dBfTU1THlV83mx9ArABy1+l9sO1S7hpzCKq/MTlp5pARC1x6iUTSegQ9kZVWrLYYJ7xe3HqyXXqrvF43x9VlXCmfPzzv0bwkdhrKed6cka0zWzfbIH4QJx7cZn9cstS7hdJ2y5aP/JHk4Rkz8zJ+YQJ8Wj+48G3I2WOAnnzBlWs6dgYZlSm/d3PLseOsU1CDDsMPZazDsOj8ZvzduTf6NvK31s3WI7ZJO4YJgANQOASI2JF1CEuw49QOVJdflefGOhmgpnVxjw62y8n9XB0tYIfsPekN4d9d5UzC0x4wTACRApwuNrLW7453BCDgRnfy18QgMriMoCkochhczgU1Bzw6CZh4HgPoUUB10TZRjiYPT7qyLrjuUpYylKunpDAh6Jzy055rJ2I03evCR4jzOh9ekICUFaxfWcCyEQ2oZbbqk4w6qEG72p+7ozniaGKfqh5qNp2wGptsPAGI2ax2roC2aqc7i+lB0k4EuRtoMo9Ixu5Aqtom4UlvM68VJashUe3buABBdCXm6YmYGKG2YZhlDh/O0dmu0cFsTm8UNz9WTLjDGW/jt835CUgQMwTvh/lELIdP1AXoIYCJuKchhw/Vy0CGC5ED1gf4sHZjmkDvkspZh6eGSnler9LVdt28bvTIxE0N5nzk/EkvDxEhkpMm0MK4TLW5mDcIvU1BTw6K0rf7oITkpOd5/LU+27Ebck7GS+P5zdZhZO/aPOiTGeoOgaHBS8TronO5I+3C9wul7dYtn//XP6994L1/PK3Qh3p8wPWFdS9GKg70L4qvJ9Y0Wuus0JSlQCjbFYAxeGzykNJLpPUYEDPbmoIQ5Onp2mSdTLa79NTYp+9QlNIIvrhKJicdAJKc7pwHKWNCDniBMnfEHG2OEbZz2/qkekZlje3aPVud0247p90DXisvRmcc2+V1xUR9ouOPbwYKd9twILFttV31uvhsYcaKxYGlS56LbUk1YJ6ErBeQwlxRqzkghUBYxfjqyRllSOfAzqR+BiDAs6lLlzw8S7lVyh23rdqnPmPAht5ZTJv9dYXBiUkoSTP2OJF01UKkGZ7dGiGS3jbnQ3XPPPqqmFjjY3Ej3o/Z5HkNT07ktWFHu7XJvtfBom8TcVLWPPk1tvO+VoZMT8C5DtADxpWDBuaSiyMKT48zuoqqdnZWKmwBXghywutigAlidDG5ByuCvhuuXx6f6Hvs8NyDBMEBF07ABN+8KgaIIhYo6gly3NPjdQJsIBAR8TPrtnF6m+bqsX7xSttZfh8kPWUuHQokrGwbB50hWZ0S2Q50zLtm155UMwCa4DnCKwiZbNsW/fUKoMdUuybJSe1bpKcLMMXH5xnen9MLFE9YgimJHTpo4JpTb9tsRNBmGNs06KsrOjc5x9MzB1Zw09O4PW7T72G+XLnSjqXsbfw+BCqH9S57WShtd7fIy6WyhTWonFNSpnBm8HCFlpKILosCeAKUnaZrQye1BCcjGPLBYluS1bkdBio/HuhsEpxo7qCUv8HfAC1eXAJ6DLDB5DrrBCH5tgjm78jYvDY1MS4RBL3mNrnGtpPryroZcJId5cy27EjnJKvHbefaVcA5066NKR3tg0Xz2ozbWh0n74faPQSI2O5qBpwQ8NDCpdsCYHS+MPXapIdHA03HAUnuZefF4QRKwP+cN4jW5fOAzUw5IoPZfJlRHjp/3aUspS8R3A+wUh1L9/7MPzm9epvb72V8iMrwyATomXkkt5Csltw95QXaIxQ1+ntLtJlUNlDfDPSYd2dUb7PJuUtSA5wQYHhYiE3wXU2NzIjekZDqbQjaZ71H1uxX7QQJPHM7pbcR9KAPjXrrywmWCIAqB08wFJCc1M9xlC82T49S2kgkXLunbLMOVTf18vBexnkS9BD4BEDduoCBCRmE1yZAbqm8OYhLmnspn1k+Ha/rQA/cZH5TKWAQYCSFDtxDBG9RcBQlZUDNIULSukCPXyN/RnaY58iY7r9FbKEbI/As+rjuAWQyRylvTQd6+hdjZhzR39PY4SyObmUeNrw188lFe6OyzrW630dSdheM4bnIOvd3WQDPPS3ygOvL1r0iMjnMNShkQKu4vjNmmUnddmxDwGAB6QNFQC1aRYvj39VuiAqQelAeHt9nJlYQTw+bVcrczLzd21VKg9KinCdA0MNlNTHP/D9zcS1jvqKu05rJZZTtzoAefRmt01TQQ08My+jp6epm2pXLPwERPJ+zmXbPApjs57a1cz+U4NbV3yRbuj4/6jEZnYgd4BHgIteWcToJtHLdAkNx3kHRIHjKOB6v034d/F9RDOrcR2q14zHJ8fQyo32JpgQgj56gYyo+Mbigheyi6y3llirqlE2lRB9PyrsTK3AMwcQX2/kUekayOl9ZByEYt8YdO4XNBAcQi+p0aVC8EOdiACTjUakRbQAIPGdPxxnx9R0L247bYnp8/wJOdL5shvysy+4SyUCZT8didCiws9pHclLQz9RWmBgRoKf2CdBFgwzGAipvagocgh6nE+J4PD7JqHpUXtax2USwjeJnHpvMswPvEAFTqreNcthcAtDj/WpQGGMXATDCg2THS487Eo876CnPi4Ndd2XR62KeHjw/9L57s3FDHPTI8VKR1eOEB9CjLjJPesoLynmUA2Wl8Q+sAb9wIaDQW2DjoZ94ejg+zEpW19gR93w6ZkQc1ETmIGv9np471hzyEh1P2S+UtqVoCa/o1GI+axfAS+ivCAUJtB38MvW2rlfM4Be80KMkNer8/UJyr66jwA5WFmjagRPZN4FLHudw7OrpGepWHTipTnFFYKOgRya4vl0mPR3qum0xUCuoHAFRl2tnABEKpDiMaLuy30xOyg00D8+cFLbOs3mdLtQuaGvcUumDADx5OTNYlgBNtx1Aahe3op3/CHgGLxGUeLLdqMz1O5e1ep8IWmRClUAs2z0ERnQQquDazrM0bJdLh/rusVQP1DGUC3qyct2lLOXg8zG+DAA/Mj7VJK1SFBAoBQGB9LYCTTGPDopTxuyIQcXD6M8gWQ1Kmx7BdhuyzgaYLHGybm9S10bdMk9PYrFo1D+Rp4d0uZobB9CKYye9LQBTeFDyNA30WDekQIpgymlo1W7m6YHjw44nyREpVIA8PVDlJqtD60MgQSbVmqcHnh6ChDhN9H/rAEV5eTg0+LaGw0L6u+xZ+wH0VH4f36d71WIOEfE+JafAccfy+EQEF5OPEjUDtHieH55PUCLponMhA3h6QlgIT1MCG3qjFLwASDjo4fwGyznP6CSr1VNDVMpM43zGIMqkBjalmLHNzkJ5jvNFJnCrc4DLwTidWmMylh6Tk2e/iBYsJZ4EyGmObk19WOby9ND96laQwdsg61T8x4xnxcFS+uir+H6MviaS1Fr8pSfQGl7SlVLfZiZWPgbSI7M/n6rXHZMAIt//sK16eubogNx2mBQSECVwGcESf8zskwAv46ImQEuAy1zdee1y27Hd/dCuUtpoQ+KoC0pbbUsLF453Lhif244xMTwyHq9aenUypMdLsy47al6vrBvq52JteEGGffb1AzVu9NaMQIDHfGDSf+DJXMpSbslSCY17loFML9PPz3lngJ7R01P9iFPCKFk9FJ/ajvQ29pUugGBy1iYPTRU22mrM08N+C3E7ki/HuwlXWStRAd+fDoFwusSQGYjImjTxBKOouacH8TxFYQsaoAkZBCCoLo1dkzmmOCSHpyZYXqbeZrS4THqqNh67RqS3KeDxy1CenhROSNCyDqeKgSLS2ygiAJqcHfNJ+X06mhulENKboyDFwJDT29zyJV6ZuDaRI4mZzXnS2Kc/P6hLxiRz+vWgp54yqtjGNU4Pj6rCweuVOX74ZOZYRqpdPtFw6ZHXOIyD7kHyE5o3mHH8HAzB9aOuSbp+svqc0eWaoGfGKL6U+7wslLbrLd2LUr3ufq5uGGC6NmZAz+yrZN4FtfznOydu565t9LyWnJT0Ni10R/g+O/McVyiK2njc2O5gnR+vutL7ds2aExyB8UxXbUUAN1PS0+Pc4bl9WtJTyT8zFBdImFFSi8ZxvOMxcb4NfdNz2507Jg5mHYBAIb1tCPIrUDMCE2nABQnsek0BTwImykdnBZ5DAsoZgFG87XmvygTcjcClHTheb1ZlLWudSE4609YAdjrwo/ufc7XPrXsMZYnhWco9LZzIdXOvSo4dcTkyhOj7PwFCPb2t3iZOrCumR6a/8Cysgt5mPDN4TLr2PWeOGvoMYQWScFVFBy4zUth70zEwZTdSucUFYt4lTswtcJ6CAJ40FJeG+XQGCpt7ek4j5idZVBK/46CHtj4cMcHYKWKBNJEqvfEJmGg/lFOx87PrtRHJ6tgeXhXk8HHQg7isUnFbtTPQ2/pJuuY6Cq9KeYAgZ+B0NvMQ8V6WEIKdtNELI3E57xhighwQRbxPJhLn87bh+EB6W9T5c8ecf5Sl5nYAOBHnJKCHu80BFC7H9A7JhzzGSbA843tGYKOxzTMe9XxpzmMHjPOpARAd2i5X4/4lQd8lL/vFw3Prlg+890PnIvdDUoTkj46y05184wScoE1s09Uq9WkEPbpfBSeKQtw4ckBy2n9KfMdQb5NtBwLn9gm95whO4dbOwvvUAxAOmPSMDN2KmscOAS0DEYc8RNnugboEAofO5wLbztYREOlEvfsati2ATM9IgBGp97nBAFxkd9XUFJyME51xHQd++wPAJfHKAfChnqU5T8/MtnFuhz058TXjHRp/H2j/qGSp5wbg89ZdylKGctfVuWe9JtDeZ8x4ZWxKaxNPChLo5NznqCZkMBijwtNgU/IYJ1I+mvEsTm87a2tT0BKQ4ZNbgghXI6YgQRyD/b31nDqUoa7tQk7ZTsNob7YOvERKNzPDwQny/nh76NfWIa8dRv6KLWJi0zgmA3Bh5GJ7wGG+rXmXCtAIYNqt2s6ksDNmic6LSHTqktZ2vMIIj3YNklgOn56+RklrP961eV1qOwdL3v0bVIoEr5S7Vk9PyFlTljoQArP3dGsh7iWlrZGuwp+EThQglNR2ds0RR+RtOnXQeH32HFDNq9TmmOPHARP6rvLmyD6YgFS9iVyvYy3odj19HBsLY20ODF2gbuxn57wyB4HNcDy5vloWDLmftmMpO/t3gbhR7wsueVk8PNdZHvNFn9ve//+BLPUMSOkmcSzjempl8I0q8C09MqM1Qix0Wc/mGEA+LA9qVAQG5rYEI7C0eNNj4lL+th53FAYQepPFCo2UOJ5fxRkNAMh7+6Ch9TCh2nVv14F2nWI8HhOLeYkm7aKAD9y1mxcwOtGMXxrLWVAAZ7e9VrsAEgeP1wcCrRcP3HjPcxyAgMCh40VOp3ag3fQE6XHi2ycMM5vpuc5tFzKlM+ev3+Ny7nOwNOt28Zge9uJM6od1j0eW+jqAzIJ3ljJTTk5W7cwi8TG5grOnYwllf4TJbRgUwiLOcYQkgRx+4KXtrN85DkB4wBOLFn0pGUk2/rhEsnpWgs7k8T4OLozCNnhdzAuB6P70loB6a0wB29+JAZtOyhoU89PY1j4EYZ7tZzXE5EAi22WtGTKyrjw9BC0cLk99WwMvRW2rSxJy1t42rp0yzk2WmrFCjLGJS7pupz4MhGS1b+P3KI45FNbCE1QjRZ/Dp+r0s05qG2OFMn7H1Nn8d2wbkNclIwJsmJy4eZ9cynpIJAoFv8wVlLl8wB909094ZOjhiW1hmHUwK0lPpV3bNpOaEhDR6JbzIInv5IdsiTnjGRLWduAl6yqGd1LHv7Veyz2lpl25vR1L2fst3d8UWjoL4LneC3Zl08fszICXLDMvUiTPnOd7pvV9BuyUc2YAJ5J7ZAJ6xuPqQI8cH2NzWMlR0oPNe2EFBTwekDKCnmzX4kxkWwVaZnU3EEEhAz0ob/esl6xmtU/0zTriGeCmN8f2Z56erl0UdojntctRbCx2rFbGbc9rl9eBIGE1d7xnvRhEV8cg0KEuO3sjpw/3Rq+Dn9sIenh9DzyrOlDMAK15EIbn85C1bPBc7M8BROr16r7H38PfOXHjcR+jB2Tx8CzlHhYL2u8ZBozP4fsUv5lfreJ7rMQklz1Gjid8N62rgQBb7wPSCatwtmQoc5EDC2bJwtgM2KiYmI3dNj4RexMiBtEO5tUw/p/ud67exjoCl/CAhOfBjpn9g4MrETOwvyNGRdLfOW2utc0JPEPw/nAdeok8pFQocWEfXEEKm8fQCyycekwP2+WYHaDKPUx+ieBlweV1oQKPEzJwUsdfkVWUu4ZXxaWieQlDdtrATZESATS88YBN4QkCtRt5mqycta3vMxTfSIszb01c37UDZFKToc7GJEWgqJVcNfbtaHDVgZ70+KTIgYgVkOIHKWy2O+G3+bYQx1GUr+uNXqDVBb05B8s548yBOd4xlv1Cabu1CzvQCei5aBlBUhvew3NA0SwgUus6g/LiQMOiVwfegx7fFnWploZKemK8rhvt+ro50NNN3ghsRrBEj4y0O9Zpu3m8cyBNziHbHSWroU6mYg96vLshwescgJjb9sLt2udQuxlpO7Q7A1YJeHidLJHFoeMdtx3bxaCXDevxctvxGs7V6fGM9cNEXqZfhz1AWi4IXjrQc4wFVJCLr7uUpVxjbKJ1XL3rIlcdoAezfKwaf9dEvtvUu2R6iIgy4HOwibarpJmnYDomduptg7fH1duMZpaenkqtsE/Qg+U8T4ganJ2aFDbahRcnj989FEGFs+15XTRuPZOPEj7gsu1PVw564jggHJBDKih5GedTNi3P00MJbOl+CcROU72NgCbI3r5PxMaEp6c8Ze7pSSEDGjYBFoBj9ztLwhpgxSWmCU4Aet3bA0nqBBoZ5WOeoAAMEfvEW7tq21UIHcQcg7l4Ani5LAIU38JjpK7Eai8uNBXg4oBDuMHYJ+ElqodsI9vi5Ehf8/EzxBVCIEFVz/jAwsOUA40+0Bz7BqVZmUdNSmKmuzG23CSgZ7/IUi9lAnrk4Zh5YvKh72g7My/CBPRg3UmrozeHzYLClnVzVKPiDfTLU8gA6+jkV2OFvF/puE7DpHzoPBSAeLsyYeu8FCOvdgARY7sjONGJ/ujpGVXE1CMzTtjPa3fc9nrbXZ3X7upwuwpOJu0OoGeMW+Fone321Qevr9Zx2wNlkoMgfczNAAAYVUlEQVRq9M7cHVBzDUB08F07xrJ4eJZyg8emLkZQkE1MVLkxKaYV71HTa8v/FfEwo/HG1/F5thjOOFnEJN0V2hjBn5+gnIXHJUhaHEo4b7btLPDdYowYZ4IAFo93MQqbgx4eVkeNs6Sn7nrohr0YhkIAQcEQwY87KU6D3kbhAwIe9RK5V01ic+jZcWU3gh560rBegJ4CQVWP+Cb3+IDelpfRyGsBYlwOOy8hxY+C2h45fOIY6c2jsluCHgIXUOvCS1Sgh4CmlN9Mshre/RRAkDgpp7UBbPDIjALuywlqJEYW+YkCRzBJdgluxM0hsBHGiBVHq/SeKSsB9RQyUFnqNBzaRR/H1e4JnrJyFJlO+uj596ur57M6nYS1Yym73c4/F1nvspeF0nYPSidOcC2X6Fx957qt5dcCRRfyEsl2s6/3oWRazmOGJWV8gA1MAbjMcjozydzMBDe3nWm3abszE3JX3cHxzrxUK3iJDOx15az1+xyPie2Ong2eC4/pDNQzrQawuXa7U/DBwOE9qXIXbVev76RdJqtFfqKxXYz28+2Kh2RmMDDOt7d7Xoc2eHEO1V1r24vUnevJmQPyx1AWwLOUG+bpkUz2HCMw0fZHr3sOpS8YshOk18e6LVNZkzedRg4HBxo7gWm5T509v/O+kpPSWwBul6mseQ34ZSUOADUvj5EJQFAeHdDOzqLdyLVD2enqL/10PKanwJDaeUh3U1uhg5Oz8Mi4Jwj5fRwUwQMTdDK0i+tKVTg7FwM9hI68GlN6m8ZMKb1NsSEoXVbPPD3wrsAJFfE1fjzNE62SLtaLFRiwiTtC3w+TmnpyWL8A7OfpKQrQ45Q60Nvy6HxMCThWD4u4Ct1xTXpb9XX+twMmy7/EnEElab0SeltNZQg8AMzGuqS3gfdI/qGyGALOynJhYKDdju3B7RjY1r0rMwBn9mXsHa3HVvYLpW0pd9dtOReAfS4dRwetuaIUNh6SHtuh4zjvGOnNmYlCc2lpo7cdmPxmfMfcRJWenpltXaXRrTMzgMdkp+nBmNvWkqlauyPgIaigFPbkmKTduXPdwtMzA0xsAJjV9B/bnTteepDmjpfUuAMTYBeKONgujuk8yWq1hnX159w3evAOPYOj126unLPtuQDmnlAJjqksstRLucH0tjFHdU4uD7yP7qwRWlutg5gen7CDwkbLvEvQF5VsOCCftPf0Nhro4rN1L5Adc+TiSQUvUtQMtAjASGDjoGaLmJ4psCG9LfZb2xEMBejpiRMBJPbhkaFAQnqeOG7Di+SiDRXCkqDH1dtocBrpbab8RkCSl7ajt5VDTPa3Q/LSpJ8xticEDny/Xsckowk5Mykqc/GsZkCPCzkwngsgK/a9bRuAAtxpMLVDiS72BZEDggoX5TGZaxlDBBRF8yJpHci5xDRAb0swlIy0cJ/F803vS1p7e3pbNxSotwagvZBYgG3zYOb4kZy2ehHSAjDz0h1yACmFTts4grKHeMVF1rvsZfHwXGe5ctvMJZvz9FxHSSGDubpY4fDGM5Nm3fZcGHYeSDtvAntPpH7POV4HFteaWB+CappAebLPmQ6nq7uGfv557R4qF2n3bl3Ga10j5lC4AeXuPNvXegYv0ubdHRxWrd12x23tZhpUuO5SljKWKy4MsL02C6EqM6anc3fIdqa+yASjOfXDpNQSa646Tw9iNahu1gkZQEENcTa7vYEe0WPOFvYRB+NGegE22Lvv02N9CHgi3iWUuhjTsynAIoew38akObw59NbEzgP4BL0tzh9epIwVMg9S0d7C244YGfdMQVWNYAc2LQOG7nERSlvR21agt5WnglLZpLfZVaCqm4EPl7KGipu5s2yfKibud8OEDhjvw3NJAQmrA0jzfRIl4PrCwxPiBdhWPCJbp7dxbe6XueyckFi5e0hl2yBeh4IDiNsJoBzqD36ufJTonbL2fVvJLQew4l4+xBZVDp/K7xO0uhJQmBTub26wVAOeOLNqMCP9bdIznz/YdQaHKWvkspb94uG5dcs//5EXt7/7TX9rtu706mnbbvftjgfMT7I+9Refag98yANn6/7yz+9sD374g85pd9fueMC8lOGn/uIz7YEPuWO+3U/c2R78sPl2z07P2tnZ9mC7d37y0+1BD33AgeP9VHvww+fPxQad09PT9oAH3nHdx/sXf35ne8iB6xDtnrUHPPDA8f7Fp9uDHvKA676+ZnE8vXrW7njgvXsdrtnuNY73QQ970CwmtWfhrk9fbQ988B3Xf7yfsGfwATmwj+2efuZqu+NBh9r9THvQQw/UfeJT7Y6H3NE2c3k+7Hg/c9oe8KAD1+ETn2oPetj8NfzUJz/V7njw/PF6u5++2h5w4DrYdp/31x7TjqLM0SrPW3cpSxnKj/2/v7R9+KOfmb0uf3nnaXvwg67M1p1t9+3sbNfuuKOMefq2fepT2/bAByIJjZZVa3feeVbtctKOH5ZPx2Syb789gM3IPPj0Z7btgQ+IfY51n/r0tj3ogajrLOWRp8fsZrffFt6aaiD2/Jmru/aAO4I211OeWvv0Xbv2wDvCC8TFsalNrPduc7v9NnhjpAH7/66zfbvD6rgnOaerZ63dfqU/1sSQsB9eMS/RUBfXf9VuO+nbi3X27fRs50C2BBv6vG1me7yCOP/eoWDXKFTsJl48qzOFuxRA4FESbxhdLOKbuM/a1ADpWSSVZZ14SKzOY62G/fn/1r/tLDfTSS85zW1PT9vaXGm5uPa7OzuNdsPt1+8TxxTtyj6xzv70aludzD37e283vIlOQJxO9Ld2TDafm2E+XP1MWx2Ql852R1EmgOvVgx/WjqbsNHH4+etd9rJ4eK6zfNajHt6e+bVPuzF3YylLWcqtWQ5QDQ+vu5Sl9OULPv9B/lnKsZVDbgFG/CzlRpXNkbV7f5Td/oKJR4+AebAAnqUsZSlLub+LC5hccMA4goFlKUtZylKWcvxlv1DalrKUpSxlKffeqLJ4eJaylKUsZSmXq+yhiHeR9S57WTw8S1nKUpZyPxdXtrqgh+cYBpalLGUpS1nK8Zf94uFZylKWspSl3HujyuLhWcpSlrKUpVyusl9kqZeylKUsZSn3WjGFm0zod80RaLnwS1nKUpaylBtedpaL9QIKbBdgvd3vZaG0LWUpS1nK/V0cxFxUtGABPEtZylKWspT7iG69u0AMzxEgnkXzcClLWcpSLglP+qKf6y1veMMb2hOe8IR2xx13tGc+85nt3e9+97nr/9zP/Vx74hOf6Ot/yZd8SfvlX/7le3B2S1nKUpaylGMs+xs4Lt3XZQE8S1nKUpZyfxcTIriez3WUt771re07vuM72qte9ar2W7/1W+1Lv/RL23Of+9z20Y9+dHb9X/3VX23f9E3f1F760pe23/7t327Pf/7z/fO7v/u799LJLmUpS1nKUo4phmd/gc9lLwvgWcpSlrKUm9jD87rXva697GUvay95yUvak5/85PbGN76xPfCBD2xvetObZtf/0R/90fa85z2vffd3f3d70pOe1F7zmte0L/uyL2s/8RM/cS+d7VKWspSlLOUYyv4m8vAsMTxLWcpSlnI/l7P9XRf23Jy1U//+5Cc/2S2//fbb/aPl6tWr7T3veU97xStekcvW63V7znOe0971rnfNtm/LzSOkxTxCv/ALv3Dh81nKUpaylKUcfzm7+hcXis/Znt3ZLntZAM9SlrKUpdxP5bbbbmuPfvSj2//68PXFyDz4wQ9uj3vc47plRll79atf3S37+Mc/3rbbbXvUox7VLbe/3/e+9822/eEPf3h2fVu+lKUsZSlLuXXGpt98x//rwtvY+rbdZS0L4FnKUpaylPupmCjAH/7hH7on5nrKfr9vq9WqWzZ6d5aylKUsZSlLua/Gpttuu823u6xlATxLWcpSlnI/FhsgbtQg8YhHPKJtNpv2kY98pFtuf5s1bq7Y8utZfylLWcpSlnLzlTtu4Nh0f5RFtGApS1nKUm7SYha3pz3tae0d73hHLtvtdv73s571rNltbLmub+Xtb3/7wfWXspSlLGUpS7nsZfHwLGUpS1nKTVxMgODFL35xe/rTn96e8YxntNe//vXtzjvvdNU2Ky960YvaYx/72Pba177W//72b//29pVf+ZXtR37kR9rXfu3Xtre85S3tN3/zN9tP/uRP3s9nspSlLGUpS1nK3SsL4FnKUpaylJu4vOAFL2gf+9jH2itf+UoXHnjqU5/a3va2t6UwwQc+8AFXbmN59rOf3d785je37/u+72vf+73f277oi77IFdqe8pSn3I9nsZSlLGUpS1nK3S+rvUW/3kTFpFof9rCHtU984hPtoQ996P19OEtZylJuwrL0M0tZnpmlLGUpl60sY9PhssTwLGUpS1nKUpaylKUsZSlLuWnLDQM8f/Znf9Ze+MIXupfl4Q9/eHvpS1/a/vIv//Ka21nSu7/7d/9ue9CDHuTbfsVXfEX79Kc/faMOcylLWcpSlnILlWVsWspSlrKUW6/cMMBjYOf3fu/3XN3nv/yX/9L+x//4H+1bv/Vbrwl2nve857Wv/uqvbu9+97vbb/zGb7SXv/zlHb98KUtZylKWspRlbFrKUpaylKXcrzE8733ve9uTn/xkByymDGTFgmS/5mu+pv3xH/9xe8xjHjO73d/8m3+z/b2/9/faa17zmgvv66677vIPi8XuPP7xj28f/OAHlxiepSxlKTeMJ/24xz2u/fmf/7nHDC7lOMoyNi1lKUu5mcsyNp1T9jeg/PRP//T+4Q9/eLfs9PR0v9ls9v/pP/2n2W0+8pGPGPDa/9iP/dj+Wc961v6Rj3zk/iu+4iv2//N//s9z9/WqV73Kt1s+yzVYnoHlGbivn4E/+IM/uFf7zqXc2LKMTUsfsYwTyzNwKzwDy9g0LTdEltqkTx/5yEd2y05OTtpnf/Zne91c+T//5//496tf/er2wz/8wy6d+jM/8zPtq77qq9rv/u7vujTqXHnFK17heSZYzOL6+Z//+S61emyWVyLzY/ROLce+XPdb6ZmhJ9n6tKUcT1nGpv9/e/cfU9P/xwH83fohlE+MVCyEEpLUpCZZbEos0+ZH1tQf1R9hs2YyWkaoFoU15kfjv6gty++NalPSaGx+lZLWNNX4IyH69frs9f7u9r3lVp8T995zb8/HduWee05eHaf7er/OfZ/XEWPudxWxY7+PpWMGuWloigqe5ORkkZGRMeKUgdHgu3+zhISE/hvi+fj4yDt+5+Xl9d8Ub7Bx48bJx2Bc7JjagarBcSN27HccM+qH6wvVAbnJMJCbjAP7HftdKeSmPyx4kpKSRExMzLDruLm5CScnJ9HW1jZgeU9Pj+yOw6/p4uzsLL/ytT/aPD095ac1AAAAyE0AAKDXgmfatGnyMZKAgAA5tay6ulr4+vrKZSUlJfJTHH9/f53bzJ49WzYzqK2tHbD83bt3IiwsTEmYAAAwhiA3AQDAcPTS75k/leH20nFxcbK9dEVFhWwvvW3btv4Obc3NzWLBggXydWZhYSH27dsnzpw5IwoLC0V9fb1ISUkRNTU18h4+/xVPb0tNTdU5zU3tEDv2O44Z02DKv6tjGXLT2DveETv2O44Z0FtbasbT17jIuXnzppxLGBkZKYsZOzs7+XpjY6OYM2eOKC0tFatXr+7fLj09XeTm5srtvb29RWZmpli5ciX+twAAALkJAADUU/AAAAAAAACY5ZQ2AAAAAAAANUDBAwAAAAAAZgsFDwAAAAAAmC0UPAAAAAAAYLbMouDhjm47duyQdyN2cHCQbay/ffs24naVlZUiJCRETJw4UW67atUq0dnZKUwhdsb9JvgeRdzS+8aNG8LQlMbO6+/evVt4eHiI8ePHC1dXV7Fnzx7R3t6u91i58x/f68nW1lbeC0rTDn0oBQUFsm06r+/l5SXu3LkjjEVJ7BcvXhRBQUFi8uTJ8rF27doRf1Y17XeN/Px8eVxv2rRJmErsfO+xxMREeRNlboXr7u5u1OMGjA+5CblpJMhNxoHcdEeMOWQGQkNDydvbm548eUKPHj2iefPm0fbt24fd5vHjxzRp0iQ6ceIEvXr1impqaujatWv08+dPUnvsGqdOnaKwsDDuskdFRUVkaEpjf/nyJW3evJmKi4upvr6eHj58SPPnz6fIyEi9xpmfn082NjaUl5dHr1+/pri4OHJwcKDW1lad61dUVJClpSVlZmbSmzdv6NChQ2RtbS3jNzSlsUdFRVFubi49f/6c3r59SzExMfTPP//Qx48fVR+7xocPH2jGjBkUFBREERERZAxKY//16xf5+fnR+vXrqby8XP4MZWVl9OLFC4PHDuqB3ITcNBzkJuQmpZCbRs/kCx4ekPKA/+nTp/3L7t69SxYWFtTc3Dzkdv7+/nIga4qxMx7Q8qDw06dPRil4/iR2bdevX5cDy+7ubj1FSrR8+XJKTEzsf97b20suLi6y2NVly5YtFB4e/tvxkpCQQIamNPbBenp6yN7enq5evUqmEDvHGxgYSJcuXaKdO3careBRGvu5c+fIzc2Nurq6DBglqBlyE3LTSJCbkJuUQm4aPZOf0sbT0ng6lZ+fX/8ynsbDNzutqqrSuU1bW5t8zdHRUQQGBorp06eL4OBgUV5ervrY2Y8fP0RUVJT8SNbJyUkYw2hjH4yns/GUOCsrK73E2dXVJaqrq2VsGhwjP+efQRderr0+W7du3ZDr68toYtd1rHR3d4spU6YIU4j9yJEj8veSp0cay2hiLy4uFgEBAXJKG7+fLF68WBw/flz09vYaMHJQE+Qm5KbhIDchNymF3PRnTL7gaWlpkQMkbTx45gEev6ZLQ0OD/Hr48GERFxcn7t27J5YtWybWrFkj6urqhJpjZ3v37pWFWkREhDCW0cau7fPnz+Lo0aMiPj5eT1H+79/gQScPQrXx86Hi5OVK1ldT7IPt379fuLi4/FbAqTF2PuFw+fJleR2SMY0mdn5PKSwslNvxdTspKSni5MmTIi0tzUBRg9ogN5nOfh8MuWnk/YPcZHjITWZa8CQnJ8uLlod71NTUjOp79/X1ya8JCQkiNjZW+Pj4iOzsbHkxfV5enqpj5zPJJSUlIicnR+iDPmPX9vXrVxEeHi4WLlwoC0/4+9LT0+XF/0VFRfLCezXr6OgQ0dHRstiZOnWqMDX8nsKDrAsXLghfX1+xdetWcfDgQXH+/HljhwZ/GXKTbshN8F8hNxkOctP/6Wce0V+QlJQkYmJihl3Hzc1NTuniKWraenp6ZHecoaZ7cRclxoNtbZ6enqKpqUnVsXOx8/79ezmdTFtkZKTszlVWVqba2LUHt6GhocLe3l4Oxq2trYW+8ODZ0tJStLa2DljOz4eKk5crWV9NsWtkZWXJpPLgwQOxZMkSYWhKY+djurGxUWzcuPG3ExN8dra2tlbMnTtXtfud31P4OObttN9P+IwyT0OwsbHRe9xgGMhNyE1/A3ITcpMhjhnkJi1kJheGPnv2rH/Z/fv3h714vq+vT16APLhpwdKlS+nAgQOk5ti5SQF3C9N+8Pc4ffo0NTQ0qDp21t7eTitWrKDg4GD6/v27wS7y27Vr14AL0Lnhw3BNCzZs2DBgWUBAgNGaFiiJnWVkZMgOhJWVlWRMSmLv7Oz87bjmhgUhISHy79wFTa2xM37fmDVrllxPIycnh5ydnQ0SL6gPchNy00iQm4wDuSlnTOYmky94NK0/fXx8qKqqSraE5VbH2u2RuSWvh4eHfF0jOztbDgoLCgqorq5OFj+2trayXbLaYx/MmG2plcTOxQ53O/Py8pL7mYs3zYO7c+mzjeO4cePoypUrchASHx8vWwy3tLTI16Ojoyk5OXlAW2orKyvKysqSrZ1TU1ON2pZaSezp6emy611hYeGA/dvR0aH62AczZpc2pbE3NTXJbnhcJNXW1tKtW7fI0dGR0tLSjBI/qANyE3LTcJCbkJuUQm4a4wXPly9f5EDbzs5OFjGxsbEDBnh8TwwuCkpLSwdsx2drZ86cSRMmTJBn8PleMqYSuxoKHqWx81d+ruvB6+rT2bNnydXVVRYDfHaH7x2kwZ828eB6cLtsd3d3uf6iRYvo9u3bZCxKYudPGXTtXy7a1B67mgqe0cTO9/bigp4LJW5RfezYMb0W8qB+yE3ITSNBbkJuUgq5aXQs+A/tKW4AAAAAAADmQrVd2gAAAAAAAP4UCh4AAAAAADBbKHgAAAAAAMBsoeABAAAAAACzhYIHAAAAAADMFgoeAAAAAAAwWyh4AAAAAADAbKHgAQAAAAAAs4WCBwAAAAAAzBYKHgAAAAAAMFsoeAAAAAAAQJirfwGgZ1obaRlABgAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mms_mu, mms_lam = simkit.ympr_to_lame(MMS_YM, MMS_PR)\n", "\n", "def u_star(P):\n", " \"\"\"Exact displacement (s, s); zero on the boundary.\"\"\"\n", " a, b = P[..., 0] + 0.5, P[..., 1] + 0.5\n", " s = np.sin(np.pi * a) * np.sin(np.pi * b)\n", " return np.stack([s, s], axis=-1)\n", "\n", "def grad_u_star(P):\n", " \"\"\"Exact displacement gradient at one point: rows = component i, cols = d/dX_j.\"\"\"\n", " a, b = P[0] + 0.5, P[1] + 0.5\n", " sx = np.pi * np.cos(np.pi * a) * np.sin(np.pi * b)\n", " sy = np.pi * np.sin(np.pi * a) * np.cos(np.pi * b)\n", " return np.array([[sx, sy], [sx, sy]])\n", "\n", "def body_force(P):\n", " \"\"\"b = -mu Lap(u*) - (mu + lam) grad(div u*), at one point.\"\"\"\n", " a, b = P[0] + 0.5, P[1] + 0.5\n", " s = np.sin(np.pi * a) * np.sin(np.pi * b)\n", " c = np.cos(np.pi * a) * np.cos(np.pi * b)\n", " b_shear = 2 * mms_mu * np.pi ** 2 * s # -mu Lap(u*)\n", " b_volumetric = -(mms_mu + mms_lam) * np.pi ** 2 * (c - s) # -(mu + lam) grad(div u*)\n", " b_total = b_shear + b_volumetric\n", " return np.array([b_total, b_total])\n", "\n", "mms_meshes = {}\n", "for nn in MMS_RESOLUTIONS:\n", " V_unit, T_mms = igl.triangulated_grid(nn + 1, nn + 1)\n", " mms_meshes[nn] = (V_unit - 0.5, T_mms) # unit square [-1/2, 1/2]^2\n", "X_fine, T_fine = mms_meshes[MMS_RESOLUTIONS[-1]]\n", "fig, axes = plt.subplots(1, 2, figsize=(10, 4.2))\n", "utils.plot_scalar_field(axes[0], X_fine, T_fine, u_star(X_fine)[:, 0], edges=False, title=\"exact field $s = u^*_x = u^*_y$\")\n", "utils.plot_scalar_field(axes[1], X_fine, T_fine, [body_force(p)[0] for p in X_fine], edges=False,\n", " cmap=\"coolwarm\", title=\"body force $b_x = b_y$\")\n", "simkit.filesystem.save_figure(fig, os.path.join(RESULTS_DIR, \"mms_solution.png\"),\n", " copy_to=os.path.join(MEDIA_DIR, \"012_mms_solution.png\"))\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "bf3ad6ff", "metadata": {}, "source": [ "The finite-element pieces, identical for P1 and P2 apart from the shape functions:\n", "\n", "- `assemble_load`: the consistent load $f_i = \\int N_i\\, b \\, dV$ by quadrature.\n", "- `mms_system`: linear elasticity + a stiff $u = 0$ boundary pin + the load potential $-f^\\top x$. It is\n", " quadratic, so a single undamped Newton step from rest is the exact solve.\n", "- `error_norms`: the **L2** displacement error $\\lVert u_h - u^*\\rVert$ and the **H1** (strain) seminorm\n", " error $\\lVert \\nabla u_h - \\nabla u^*\\rVert$, integrated by quadrature (with $\\nabla u_h = F - I$)." ] }, { "cell_type": "code", "execution_count": 16, "id": "33043e8d", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:41.850392Z", "iopub.status.busy": "2026-09-24T03:44:41.850299Z", "iopub.status.idle": "2026-09-24T03:44:41.854279Z", "shell.execute_reply": "2026-09-24T03:44:41.853896Z" } }, "outputs": [], "source": [ "def assemble_load(nodes, T_el, bary, weights, shape_at):\n", " \"\"\"Consistent load vector f_i = integral N_i b dV, by quadrature.\"\"\"\n", " f = np.zeros(nodes.shape)\n", " for e in range(len(T_el)):\n", " X_corners = nodes[T_el[e, :3]] # corners -> affine rest map\n", " for q in range(bary.shape[1]):\n", " L_q = bary[e, q]\n", " N = shape_at(L_q)\n", " b_q = body_force(L_q @ X_corners)\n", " for i, node in enumerate(T_el[e]):\n", " f[node] += weights[e, q] * N[i] * b_q\n", " return f\n", "\n", "def mms_system(nodes, J, vol, f_load, bnd):\n", " \"\"\"Linear elasticity + stiff boundary pin (u = 0) + body-force load, in stacked positions x.\"\"\"\n", " n, dim = nodes.shape\n", " mu = np.full((vol.shape[0], 1), mms_mu)\n", " lam = np.full((vol.shape[0], 1), mms_lam)\n", " Q_pin, b_pin = simkit.dirichlet_penalty(bnd, nodes[bnd], n, MMS_K_PIN)\n", " f = f_load.reshape(-1, 1)\n", "\n", " def energy_func(x):\n", " E_elastic = simkit.energies.elastic_energy_x(x.reshape(n, dim), J, mu, lam, vol, \"linear-elasticity\")\n", " E_pin = simkit.energies.quadratic_energy(x, Q_pin, b_pin)\n", " E_load = -(f.T @ x).item()\n", " E_total = E_elastic + E_pin + E_load\n", " return E_total\n", "\n", " def gradient_func(x):\n", " g_elastic = simkit.energies.elastic_gradient_x(x.reshape(n, dim), J, mu, lam, vol, \"linear-elasticity\")\n", " g_pin = simkit.energies.quadratic_gradient(x, Q_pin, b_pin)\n", " g_load = -f\n", " g_total = g_elastic + g_pin + g_load\n", " return g_total\n", "\n", " def hessian_func(x):\n", " H_elastic = simkit.energies.elastic_hessian_x(x.reshape(n, dim), J, mu, lam, vol, \"linear-elasticity\")\n", " H_pin = simkit.energies.quadratic_hessian(Q_pin)\n", " H_total = H_elastic + H_pin\n", " return H_total\n", "\n", " return energy_func, gradient_func, hessian_func\n", "\n", "def error_norms(nodes, T_el, x, bary, weights, F, shape_at):\n", " \"\"\"L2 displacement error and H1 (strain) seminorm error against the exact field.\"\"\"\n", " l2_sq, h1_sq = 0.0, 0.0\n", " for e in range(len(T_el)):\n", " X_corners = nodes[T_el[e, :3]]\n", " u_el = x[T_el[e]] - nodes[T_el[e]] # nodal displacements\n", " for q in range(bary.shape[1]):\n", " x_q = bary[e, q] @ X_corners\n", " u_h = shape_at(bary[e, q]) @ u_el # interpolated FE displacement\n", " l2_sq += weights[e, q] * np.sum((u_h - u_star(x_q)) ** 2)\n", " h1_sq += weights[e, q] * np.sum((F[e, q] - np.eye(2) - grad_u_star(x_q)) ** 2)\n", " return np.sqrt(l2_sq), np.sqrt(h1_sq)\n", "\n", "P1_SHAPE = lambda L: L # linear hats = barycentric coordinates\n", "P2_SHAPE = lambda L: simkit.p2_shape_functions(L, 3)[0] # quadratic shape functions" ] }, { "cell_type": "markdown", "id": "780a5250", "metadata": {}, "source": [ "The refinement sequence. Every boundary node (blue) is pinned to $u = 0$; P2 uses the same meshes plus\n", "their edge midpoints." ] }, { "cell_type": "code", "execution_count": 17, "id": "48764c18", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:41.855270Z", "iopub.status.busy": "2026-09-24T03:44:41.855196Z", "iopub.status.idle": "2026-09-24T03:44:42.109225Z", "shell.execute_reply": "2026-09-24T03:44:42.108872Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(1, len(MMS_RESOLUTIONS), figsize=(3.3 * len(MMS_RESOLUTIONS), 3.4))\n", "for ax, (nn, (Xm, Tm)) in zip(axes, mms_meshes.items()):\n", " bnd = np.where(np.abs(Xm).max(axis=1) > 0.5 - 1e-9)[0]\n", " utils.plot_mesh(ax, Xm, Tm, lw=0.5, title=f\"{nn} x {nn} (h = 1/{nn})\")\n", " ax.scatter(Xm[bnd, 0], Xm[bnd, 1], s=min(28, 240 / nn), marker=\"s\", color=utils.PIN_C, zorder=4)\n", "fig.tight_layout()\n", "simkit.filesystem.save_figure(fig, os.path.join(RESULTS_DIR, \"mms_meshes.png\"),\n", " copy_to=os.path.join(MEDIA_DIR, \"012_mms_meshes.png\"))\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "a870371d", "metadata": {}, "source": [ "### Refinement sweep\n", "\n", "On each mesh we solve the manufactured problem with P1 and with P2 (order `MMS_STIFF_QUAD_ORDER`\n", "cubature for the stiffness, exact here because P2 strains are linear; order `MMS_QUAD_ORDER` for load and\n", "errors) and record both error norms. The printed orders are the slopes of $\\log(\\text{error})$ against $\\log h$." ] }, { "cell_type": "code", "execution_count": 18, "id": "96aec57e", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:42.110436Z", "iopub.status.busy": "2026-09-24T03:44:42.110346Z", "iopub.status.idle": "2026-09-24T03:44:42.895900Z", "shell.execute_reply": "2026-09-24T03:44:42.895547Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "P1 H1 (strain) order = 0.99 (theory 1)\n", "P2 H1 (strain) order = 1.99 (theory 2)\n", "P1 L2 (displ.) order = 1.90 (theory 2)\n", "P2 L2 (displ.) order = 3.07 (theory 3)\n" ] } ], "source": [ "hs = np.array([1.0 / nn for nn in MMS_RESOLUTIONS])\n", "err = {\"P1 L2\": [], \"P1 H1\": [], \"P2 L2\": [], \"P2 H1\": []}\n", "solutions = {}\n", "for nn in MMS_RESOLUTIONS:\n", " Xm, Tm = mms_meshes[nn]\n", " bq, wq = simkit.gauss_legendre_quadrature(Xm, Tm, MMS_QUAD_ORDER) # accurate load + error quadrature\n", "\n", " # --- P1 ---\n", " J1, vol1 = simkit.deformation_jacobian(Xm, Tm), simkit.volume(Xm, Tm)\n", " f1 = assemble_load(Xm, Tm, bq, wq, P1_SHAPE)\n", " bnd1 = np.where(np.abs(Xm).max(axis=1) > 0.5 - 1e-9)[0]\n", " energy_func, gradient_func, hessian_func = mms_system(Xm, J1, vol1, f1, bnd1)\n", " x1 = simkit.solvers.newton_solver(Xm.reshape(-1, 1).copy(), energy_func, gradient_func, hessian_func,\n", " max_iter=1, do_line_search=False).reshape(-1, 2)\n", " F1 = np.repeat(simkit.deformation_gradient(Xm, Tm, x1)[:, None], bq.shape[1], axis=1)\n", " l2, h1 = error_norms(Xm, Tm, x1, bq, wq, F1, P1_SHAPE)\n", " err[\"P1 L2\"].append(l2)\n", " err[\"P1 H1\"].append(h1)\n", "\n", " # --- P2 ---\n", " Vm2, Tm2 = simkit.linear_to_quadratic_elements(Xm, Tm)\n", " b2, w2 = simkit.gauss_legendre_quadrature(Xm, Tm, MMS_STIFF_QUAD_ORDER) # stiffness cubature\n", " J2, vol2 = simkit.deformation_jacobian_p2(Vm2, Tm2, b2, w2), w2.reshape(-1, 1)\n", " f2 = assemble_load(Vm2, Tm2, bq, wq, P2_SHAPE)\n", " bnd2 = np.where(np.abs(Vm2).max(axis=1) > 0.5 - 1e-9)[0]\n", " energy_func, gradient_func, hessian_func = mms_system(Vm2, J2, vol2, f2, bnd2)\n", " x2 = simkit.solvers.newton_solver(Vm2.reshape(-1, 1).copy(), energy_func, gradient_func, hessian_func,\n", " max_iter=1, do_line_search=False).reshape(-1, 2)\n", " F2 = simkit.deformation_gradient_p2(Vm2, Tm2, bq, x2)\n", " l2, h1 = error_norms(Vm2, Tm2, x2, bq, wq, F2, P2_SHAPE)\n", " err[\"P2 L2\"].append(l2)\n", " err[\"P2 H1\"].append(h1)\n", " solutions[nn] = (x1, x2)\n", "\n", "slope = lambda e: np.polyfit(np.log(hs), np.log(e), 1)[0]\n", "print(f\"P1 H1 (strain) order = {slope(err['P1 H1']):.2f} (theory 1)\")\n", "print(f\"P2 H1 (strain) order = {slope(err['P2 H1']):.2f} (theory 2)\")\n", "print(f\"P1 L2 (displ.) order = {slope(err['P1 L2']):.2f} (theory 2)\")\n", "print(f\"P2 L2 (displ.) order = {slope(err['P2 L2']):.2f} (theory 3)\")" ] }, { "cell_type": "markdown", "id": "d31539fc", "metadata": {}, "source": [ "The pointwise displacement error $|u_h - u^*|$ at the corner nodes of the `MMS_SHOW_RES` mesh (note the\n", "separate colour scales): on the same mesh P2 is roughly two orders of magnitude more accurate." ] }, { "cell_type": "code", "execution_count": 19, "id": "3efcd194", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:42.897130Z", "iopub.status.busy": "2026-09-24T03:44:42.897051Z", "iopub.status.idle": "2026-09-24T03:44:43.054105Z", "shell.execute_reply": "2026-09-24T03:44:43.053479Z" } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "Xm, Tm = mms_meshes[MMS_SHOW_RES]\n", "x1, x2 = solutions[MMS_SHOW_RES]\n", "fig, axes = plt.subplots(1, 2, figsize=(10, 4.2))\n", "for ax, (name, x) in zip(axes, ((\"P1\", x1), (\"P2\", x2[:len(Xm)]))):\n", " node_err = np.linalg.norm(x - Xm - u_star(Xm), axis=1)\n", " utils.plot_scalar_field(ax, Xm, Tm, node_err, cmap=\"magma\",\n", " title=f\"{name} nodal error (max {node_err.max():.1e})\", label=\"$|u_h - u^*|$\")\n", "simkit.filesystem.save_figure(fig, os.path.join(RESULTS_DIR, \"mms_error_fields.png\"),\n", " copy_to=os.path.join(MEDIA_DIR, \"012_mms_error_fields.png\"))\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "f7d37934", "metadata": {}, "source": [ "For a smooth solution and degree-$p$ elements, theory predicts these rates, and the log-log plot\n", "confirms them (dashed guides). Halving $h$ cuts P1's strain error by ~2 but P2's by ~4, so P2 reaches a\n", "target accuracy on a far coarser mesh.\n", "\n", "| norm | rate | P1 ($p=1$) | P2 ($p=2$) |\n", "|---|---|---|---|\n", "| **H1 / strain** | $O(h^p)$ | $O(h)$ | $O(h^2)$ |\n", "| **L2 / displacement** | $O(h^{p+1})$ | $O(h^2)$ | $O(h^3)$ |" ] }, { "cell_type": "code", "execution_count": 20, "id": "886624e9", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:43.055222Z", "iopub.status.busy": "2026-09-24T03:44:43.055132Z", "iopub.status.idle": "2026-09-24T03:44:43.431682Z", "shell.execute_reply": "2026-09-24T03:44:43.431088Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "colors = {\"P1 (linear)\": COLORS[\"P1\"], \"P2 (quadratic)\": COLORS[\"P2\"]}\n", "fig, axes = plt.subplots(1, 2, figsize=(12.5, 4.8))\n", "utils.loglog_plot(hs, {\"P1 (linear)\": err[\"P1 H1\"], \"P2 (quadratic)\": err[\"P2 H1\"]},\n", " xlabel=\"element size h\", ylabel=\"H1 (strain) error\", colors=colors,\n", " ref_slopes={\"O(h)\": 1, \"O(h^2)\": 2},\n", " title=\"Energy / strain norm: 1st vs 2nd order\", ax=axes[0])\n", "utils.loglog_plot(hs, {\"P1 (linear)\": err[\"P1 L2\"], \"P2 (quadratic)\": err[\"P2 L2\"]},\n", " xlabel=\"element size h\", ylabel=\"L2 (displacement) error\", colors=colors,\n", " ref_slopes={\"O(h^2)\": 2, \"O(h^3)\": 3},\n", " title=\"Displacement norm: 2nd vs 3rd order\", ax=axes[1])\n", "fig.suptitle(\"P1 vs P2 convergence under mesh refinement\", fontsize=13)\n", "fig.tight_layout()\n", "simkit.filesystem.save_figure(fig, os.path.join(RESULTS_DIR, \"convergence.png\"),\n", " copy_to=os.path.join(MEDIA_DIR, \"012_convergence.png\"))\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "b17d0b49", "metadata": {}, "source": [ "### Takeaways\n", "\n", "- At static equilibrium the **P1** beam is artificially **stiff** (it cannot bend within an element) and\n", " deflects less; **P2** sags further and more smoothly, with strain varying inside each element.\n", "- **It is not a subdivided mesh**: both use the same 6 nodes, but only the quadratic basis has genuinely\n", " curved (parabolic) edges and reproduces quadratic fields exactly.\n", "- **Convergence**: P1 is first order and P2 second order in the strain (H1) norm, one order higher each in\n", " L2, so P2 reaches a target accuracy on a much coarser mesh.\n", "- The elastic energy, gradient and Hessian code is **unchanged**: P2 only swaps $J$ (one $F$ per\n", " cubature point), the integration weights, and the mass/gravity assembly." ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.13" } }, "nbformat": 4, "nbformat_minor": 5 }