{ "cells": [ { "cell_type": "code", "execution_count": 1, "id": "738c0a02", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:25.972199Z", "iopub.status.busy": "2025-03-15T11:22:25.971777Z", "iopub.status.idle": "2025-03-15T11:22:32.408219Z", "shell.execute_reply": "2025-03-15T11:22:32.407853Z" } }, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import pandas as pd\n", "import sympy as sp\n", "import xarray as xr\n", "\n", "from cycler import cycler\n", "from matplotlib.colors import Normalize\n", "\n", "import gEconpy as ge" ] }, { "cell_type": "markdown", "id": "708551f7", "metadata": {}, "source": [ "# Comparison of Production Functions\n", "\n", "In this notebook, we compare the RBC model with a Cobb-Douglas (CD) and Constant Elasticity of Substitution (CES) production function. We will use many of the techniques from the {ref}`modeling primitives` notebook, so reading that one first is recommended.\n", "\n", "Here are the models we will be working with. Both are identical, save for the production function." ] }, { "cell_type": "code", "execution_count": 2, "id": "e31b8da1", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:32.409957Z", "iopub.status.busy": "2025-03-15T11:22:32.409665Z", "iopub.status.idle": "2025-03-15T11:22:32.411548Z", "shell.execute_reply": "2025-03-15T11:22:32.411351Z" } }, "outputs": [], "source": [ "cd_gcn_path = \"../GCN Files/RBC.gcn\"\n", "ces_gcn_path = \"../GCN Files/RBC_with_CES.gcn\"" ] }, { "cell_type": "code", "execution_count": 3, "id": "33da2350", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:32.412541Z", "iopub.status.busy": "2025-03-15T11:22:32.412483Z", "iopub.status.idle": "2025-03-15T11:22:32.680012Z", "shell.execute_reply": "2025-03-15T11:22:32.679769Z" } }, "outputs": [ { "data": { "text/html": [ "\n", " \n", " \n", "\n", " \n", " \n", "
\n", "
\n", "
Block: steady_state\n", "
\n", "
Identities\n", "

\\[A_{ss} = 1\\]

\n", "

\\[mc_{ss} = 1\\]

\n", "

\\[r_{ss} = \\delta - 1 + \\frac{1}{\\beta}\\]

\n", "

\\[w_{ss} = - \\left(\\frac{\\alpha}{r_{ss}}\\right)^{- \\frac{\\alpha}{\\alpha - 1}} \\left(\\alpha - 1\\right)\\]

\n", "

\\[Y_{ss} = \\left(w_{ss} \\left(- \\frac{w_{ss}}{\\alpha - 1}\\right)^{\\sigma_{L}}\\right)^{\\frac{1}{\\sigma_{C} + \\sigma_{L}}} \\left(- \\frac{r_{ss}}{\\alpha \\delta - r_{ss}}\\right)^{\\frac{\\sigma_{C}}{\\sigma_{C} + \\sigma_{L}}}\\]

\n", "

\\[I_{ss} = \\frac{\\alpha \\delta Y_{ss}}{r_{ss}}\\]

\n", "

\\[C_{ss} = Y_{ss}^{\\frac{\\left(-1\\right) \\sigma_{L}}{\\sigma_{C}}} \\left(w_{ss}^{\\sigma_{L} + 1} \\left(1 - \\alpha\\right)^{- \\sigma_{L}}\\right)^{\\frac{1}{\\sigma_{C}}}\\]

\n", "

\\[K_{ss} = \\frac{\\alpha Y_{ss} mc_{ss}}{r_{ss}}\\]

\n", "

\\[L_{ss} = - \\frac{Y_{ss} mc_{ss} \\left(\\alpha - 1\\right)}{w_{ss}}\\]

\n", "

\\[U_{ss} = \\frac{\\frac{C_{ss}^{1 - \\sigma_{C}}}{\\sigma_{C} - 1} + \\frac{L_{ss}^{\\sigma_{L} + 1}}{\\sigma_{L} + 1}}{\\beta - 1}\\]

\n", "

\\[\\lambda_{ss} = C_{ss}^{- \\sigma_{C}}\\]

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\\[TC_{ss} = - K_{ss} r_{ss} - L_{ss} w_{ss}\\]

\n", "
\n", "
\n", "
\n", "
Block: HOUSEHOLD\n", "
\n", "
Definitions\n", "

\\[u_{t} = - \\frac{C_{t}^{1 - \\sigma_{C}}}{\\sigma_{C} - 1} - \\frac{L_{t}^{\\sigma_{L} + 1}}{\\sigma_{L} + 1}\\]

\n", "
\n", "
Controls\n", "

\\[\\operatorname{Set}\\left(\\left[ C_{t}, \\ L_{t}, \\ I_{t}, \\ K_{t}\\right]\\right)\\]

\n", "
\n", "
Objective\n", "

\\[U_{t} = \\beta U_{t+1} + u_{t}\\]

\n", "
\n", "
Constraints\n", "

\\[C_{t} + I_{t} = K_{t-1} r_{t} + L_{t} w_{t}\\]

\n", "

\\[K_{t} = I_{t} - K_{t-1} \\left(\\delta - 1\\right)\\]

\n", "
\n", "
Calibration\n", "

\\[\\beta = 0.99\\]

\n", "

\\[\\delta = 0.02\\]

\n", "

\\[\\sigma_{C} = 1.5\\]

\n", "

\\[\\sigma_{L} = 2.0\\]

\n", "
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\n", "
\n", "
Block: FIRM\n", "
\n", "
Controls\n", "

\\[\\operatorname{Set}\\left(\\left[ K_{t-1}, \\ L_{t}\\right]\\right)\\]

\n", "
\n", "
Objective\n", "

\\[TC_{t} = - K_{t-1} r_{t} - L_{t} w_{t}\\]

\n", "
\n", "
Constraints\n", "

\\[Y_{t} = A_{t} K_{t-1}^{\\alpha} L_{t}^{1 - \\alpha}\\]

\n", "
\n", "
Identities\n", "

\\[mc_{t} = 1\\]

\n", "
\n", "
Calibration\n", "

\\[\\alpha = 0.35\\]

\n", "
\n", "
\n", "
\n", "
Block: TECHNOLOGY_SHOCKS\n", "
\n", "
Identities\n", "

\\[\\log{\\left(A_{t} \\right)} = \\rho_{A} \\log{\\left(A_{t-1} \\right)} + \\epsilon_{A t}\\]

\n", "
\n", "
Shocks\n", "

\\[\\operatorname{Set}\\left(\\left[ \\epsilon_{A t}\\right]\\right)\\]

\n", "
\n", "
Calibration\n", "

\\[\\rho_{A} = 0.95\\]

\n", "
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\n", "\n", " \n", " " ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ge.print_gcn_file(cd_gcn_path)" ] }, { "cell_type": "code", "execution_count": 4, "id": "3358e543", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:32.681202Z", "iopub.status.busy": "2025-03-15T11:22:32.681095Z", "iopub.status.idle": "2025-03-15T11:22:33.339969Z", "shell.execute_reply": "2025-03-15T11:22:33.339772Z" } }, "outputs": [ { "data": { "text/html": [ "\n", " \n", " \n", "\n", " \n", " \n", "
\n", "
\n", "
Block: steady_state\n", "
\n", "
Definitions\n", "

\\[f_{1 ss} = \\alpha^{- \\frac{\\psi - 1}{\\psi}} r_{ss}^{\\psi - 1} \\left(A_{ss} mc_{ss}\\right)^{1 - \\psi}\\]

\n", "

\\[N_{ss} = \\left(- \\left(1 - \\alpha\\right)^{- \\frac{1}{\\psi}} \\left(\\alpha^{\\frac{1}{\\psi}} - \\alpha^{- \\frac{\\psi - 1}{\\psi}} r_{ss}^{\\psi - 1} \\left(A_{ss} mc_{ss}\\right)^{1 - \\psi}\\right)\\right)^{- \\frac{\\psi}{\\psi - 1}}\\]

\n", "

\\[f_{2 ss} = \\alpha^{\\frac{1}{\\psi}} \\left(\\left(- \\left(1 - \\alpha\\right)^{- \\frac{1}{\\psi}} \\left(\\alpha^{\\frac{1}{\\psi}} - \\alpha^{- \\frac{\\psi - 1}{\\psi}} r_{ss}^{\\psi - 1} \\left(A_{ss} mc_{ss}\\right)^{1 - \\psi}\\right)\\right)^{- \\frac{\\psi}{\\psi - 1}}\\right)^{\\frac{\\psi - 1}{\\psi}} + \\left(1 - \\alpha\\right)^{\\frac{1}{\\psi}}\\]

\n", "
\n", "
Identities\n", "

\\[A_{ss} = 1.0\\]

\n", "

\\[r_{ss} = \\delta - 1 + \\frac{1}{\\beta}\\]

\n", "

\\[mc_{ss} = 1.0\\]

\n", "

\\[w_{ss} = A_{ss} f_{2 ss}^{\\frac{1}{\\psi - 1}} mc_{ss} \\left(1 - \\alpha\\right)^{\\frac{1}{\\psi}}\\]

\n", "

\\[L_{ss} = \\left(\\frac{w_{ss}}{\\Theta}\\right)^{\\frac{1}{\\sigma_{C} + \\sigma_{L}}} \\left(- \\delta N_{ss} + A_{ss} f_{2 ss}^{\\frac{\\psi}{\\psi - 1}}\\right)^{\\frac{\\left(-1\\right) \\sigma_{C}}{\\sigma_{C} + \\sigma_{L}}}\\]

\n", "

\\[K_{ss} = L_{ss} N_{ss}\\]

\n", "

\\[I_{ss} = \\delta K_{ss}\\]

\n", "

\\[Y_{ss} = A_{ss} \\left(\\alpha^{\\frac{1}{\\psi}} K_{ss}^{\\frac{\\psi - 1}{\\psi}} + L_{ss}^{\\frac{\\psi - 1}{\\psi}} \\left(1 - \\alpha\\right)^{\\frac{1}{\\psi}}\\right)^{\\frac{\\psi}{\\psi - 1}}\\]

\n", "

\\[C_{ss} = - I_{ss} + Y_{ss}\\]

\n", "

\\[\\lambda_{ss} = C_{ss}^{- \\sigma_{C}}\\]

\n", "
\n", "
\n", "
\n", "
Block: HOUSEHOLD\n", "
\n", "
Definitions\n", "

\\[u_{t} = - \\frac{\\Theta L_{t}^{\\sigma_{L} + 1}}{\\sigma_{L} + 1} - \\frac{C_{t}^{1 - \\sigma_{C}}}{\\sigma_{C} - 1}\\]

\n", "
\n", "
Controls\n", "

\\[\\operatorname{Set}\\left(\\left[ C_{t}, \\ L_{t}, \\ I_{t}, \\ K_{t}\\right]\\right)\\]

\n", "
\n", "
Objective\n", "

\\[U_{t} = \\beta U_{t+1} + u_{t}\\]

\n", "
\n", "
Constraints\n", "

\\[C_{t} + I_{t} = K_{t-1} r_{t} + L_{t} w_{t}\\]

\n", "

\\[K_{t} = I_{t} - K_{t-1} \\left(\\delta - 1\\right)\\]

\n", "
\n", "
Calibration\n", "

\\[\\beta = 0.99\\]

\n", "

\\[\\delta = 0.02\\]

\n", "

\\[\\sigma_{C} = 1.5\\]

\n", "

\\[\\sigma_{L} = 2.0\\]

\n", "

\\[\\Theta = 1.0\\]

\n", "
\n", "
\n", "
\n", "
Block: FIRM\n", "
\n", "
Controls\n", "

\\[\\operatorname{Set}\\left(\\left[ K_{t-1}, \\ L_{t}\\right]\\right)\\]

\n", "
\n", "
Objective\n", "

\\[TC_{t} = - K_{t-1} r_{t} - L_{t} w_{t}\\]

\n", "
\n", "
Constraints\n", "

\\[Y_{t} = A_{t} \\left(\\alpha^{\\frac{1}{\\psi}} K_{t-1}^{\\frac{\\psi - 1}{\\psi}} + L_{t}^{\\frac{\\psi - 1}{\\psi}} \\left(1 - \\alpha\\right)^{\\frac{1}{\\psi}}\\right)^{\\frac{\\psi}{\\psi - 1}}\\]

\n", "
\n", "
Identities\n", "

\\[mc_{t} = 1\\]

\n", "
\n", "
Calibration\n", "

\\[\\alpha = 0.35\\]

\n", "

\\[\\psi = 0.6\\]

\n", "
\n", "
\n", "
\n", "
Block: TECHNOLOGY_SHOCKS\n", "
\n", "
Identities\n", "

\\[\\log{\\left(A_{t} \\right)} = \\rho_{A} \\log{\\left(A_{t-1} \\right)} + \\epsilon_{A t}\\]

\n", "
\n", "
Shocks\n", "

\\[\\operatorname{Set}\\left(\\left[ \\epsilon_{A t}\\right]\\right)\\]

\n", "
\n", "
Calibration\n", "

\\[\\rho_{A} = 0.95\\]

\n", "
\n", "
\n", "
\n", "
\n", "
\n", "\n", " \n", " " ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ge.print_gcn_file(ces_gcn_path)" ] }, { "cell_type": "code", "execution_count": 5, "id": "951ac1fa", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:33.341124Z", "iopub.status.busy": "2025-03-15T11:22:33.341059Z", "iopub.status.idle": "2025-03-15T11:22:43.694568Z", "shell.execute_reply": "2025-03-15T11:22:43.694142Z" } }, "outputs": [], "source": [ "mod_cd = ge.model_from_gcn(cd_gcn_path, backend=\"pytensor\", mode=\"JAX\", verbose=False)\n", "mod_ces = ge.model_from_gcn(ces_gcn_path, backend=\"pytensor\", mode=\"JAX\", verbose=False)" ] }, { "cell_type": "markdown", "id": "d2258123", "metadata": {}, "source": [ "## Show that the MRS is equal to $\\psi$\n", "\n", "As an exercise, we show that the marginal date of substitution between capital and labor in the CES case is equal to $\\psi$, the elasticity parameter. \n", "\n", "All gEconpy models store sympy equations and variables which can be manipulated symbolically. In the next cells, we load the right-hand side of the production function (which happens to be equation 5, but I don't magically know that -- I checked them before writing this). Then we compure symbolic derivatives using the `.diff` method. \n", "\n", "The first two lines are a bit of python magic to transform all of the variables and parameters into python variables, so we can do code like `.diff(K)`. Otherwise, python doesn't know what \"K\" is refering to!" ] }, { "cell_type": "code", "execution_count": 6, "id": "e3a5d478", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:43.696915Z", "iopub.status.busy": "2025-03-15T11:22:43.696510Z", "iopub.status.idle": "2025-03-15T11:22:43.750356Z", "shell.execute_reply": "2025-03-15T11:22:43.750121Z" } }, "outputs": [ { "data": { "text/latex": [ "$\\displaystyle A_{ss} \\left(\\alpha^{\\frac{1}{\\psi}} K_{ss}^{\\frac{\\psi - 1}{\\psi}} + L_{ss}^{\\frac{\\psi - 1}{\\psi}} \\left(1 - \\alpha\\right)^{\\frac{1}{\\psi}}\\right)^{\\frac{\\psi}{\\psi - 1}}$" ], "text/plain": [ "A_ss*(alpha**(1/psi)*K_ss**((psi - 1*1)/psi) + L_ss**((psi - 1*1)/psi)*(1 - alpha)**(1/psi))**(psi/(psi - 1*1))" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/latex": [ "$\\displaystyle \\frac{d}{d K_{ss}} Y_{ss} = A_{ss} \\left(\\frac{\\alpha}{K_{ss}}\\right)^{\\frac{1}{\\psi}} \\left(\\alpha^{\\frac{1}{\\psi}} K_{ss}^{\\frac{\\psi - 1}{\\psi}} + L_{ss}^{\\frac{\\psi - 1}{\\psi}} \\left(1 - \\alpha\\right)^{\\frac{1}{\\psi}}\\right)^{\\frac{1}{\\psi - 1}}$" ], "text/plain": [ "Eq(Derivative(Y_ss, K_ss), A_ss*(alpha/K_ss)**(1/psi)*(alpha**(1/psi)*K_ss**((psi - 1)/psi) + L_ss**((psi - 1)/psi)*(1 - alpha)**(1/psi))**(1/(psi - 1)))" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/latex": [ "$\\displaystyle \\frac{d}{d L_{ss}} Y_{ss} = A_{ss} \\left(\\frac{1 - \\alpha}{L_{ss}}\\right)^{\\frac{1}{\\psi}} \\left(\\alpha^{\\frac{1}{\\psi}} K_{ss}^{\\frac{\\psi - 1}{\\psi}} + L_{ss}^{\\frac{\\psi - 1}{\\psi}} \\left(1 - \\alpha\\right)^{\\frac{1}{\\psi}}\\right)^{\\frac{1}{\\psi - 1}}$" ], "text/plain": [ "Eq(Derivative(Y_ss, L_ss), A_ss*((1 - alpha)/L_ss)**(1/psi)*(alpha**(1/psi)*K_ss**((psi - 1)/psi) + L_ss**((psi - 1)/psi)*(1 - alpha)**(1/psi))**(1/(psi - 1)))" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "globals().update({x.base_name: x.to_ss() for x in mod_ces.variables})\n", "globals().update({x.name: x for x in mod_ces.params})\n", "\n", "# Compute derivatives of production function w.r.t inputs\n", "production_fn = ge.utilities.eq_to_ss(mod_ces.equations[5].args[1])\n", "display(production_fn)\n", "dY_dK = production_fn.diff(K).simplify()\n", "dY_dL = production_fn.diff(L).simplify()\n", "\n", "display(sp.Eq(sp.Derivative(Y, K), dY_dK))\n", "display(sp.Eq(sp.Derivative(Y, L), dY_dL))" ] }, { "cell_type": "markdown", "id": "0b8545eb", "metadata": {}, "source": [ "To find the elasticity of substituion, we use the condition that in an optimal allocation, all per-input cost marginal products of inputs should be equal. Define $Y_x = \\frac{\\partial Y}{\\partial x}$ to lighten notation, then:\n", "\n", "$$ \n", "\\begin{align}\n", "\\frac{Y_K}{r_{ss}} &= \\frac{Y_L}{w_{ss}} \\implies \\\\\n", "\\frac{Y_K}{Y_L} &= \\frac{r_{ss}}{w_{ss}} \\\\\n", "\\end{align}\n", "$$\n", "\n", "The marginal rate of substitution is defined as:\n", "\n", "$$\n", "\\sigma = \\frac{dV}{dZ} \\frac{Z}{V}\n", "$$\n", "\n", "Where $V = \\frac{K}{L}$ and $Z = \\frac{w}{r}$\n", "\n", "The next cell uses these definitions to show that $\\sigma = \\psi$" ] }, { "cell_type": "code", "execution_count": 7, "id": "9680fe8f", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:43.751603Z", "iopub.status.busy": "2025-03-15T11:22:43.751531Z", "iopub.status.idle": "2025-03-15T11:22:43.828160Z", "shell.execute_reply": "2025-03-15T11:22:43.827889Z" } }, "outputs": [ { "data": { "text/latex": [ "$\\displaystyle \\frac{w_{ss}}{r_{ss}} = \\left(\\frac{K_{ss} \\left(1 - \\alpha\\right)}{\\alpha L_{ss}}\\right)^{\\frac{1}{\\psi}}$" ], "text/plain": [ "Eq(w_ss/r_ss, (K_ss*(1 - alpha)/(alpha*L_ss))**(1/psi))" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/latex": [ "$\\displaystyle \\frac{K_{ss}}{L_{ss}} = - \\frac{\\alpha \\left(\\frac{w_{ss}}{r_{ss}}\\right)^{\\psi}}{\\alpha - 1}$" ], "text/plain": [ "Eq(K_ss/L_ss, -alpha*(w_ss/r_ss)**psi/(alpha - 1))" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/latex": [ "$\\displaystyle V = - \\frac{Z^{\\psi} \\alpha}{\\alpha - 1}$" ], "text/plain": [ "Eq(V, -Z**psi*alpha/(alpha - 1))" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/latex": [ "$\\displaystyle \\frac{d}{d Z} V = - \\frac{Z^{\\psi} \\alpha \\psi}{Z \\left(\\alpha - 1\\right)}$" ], "text/plain": [ "Eq(Derivative(V, Z), -Z**psi*alpha*psi/(Z*(alpha - 1)))" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/latex": [ "$\\displaystyle \\sigma = - \\frac{Z^{\\psi} \\alpha \\psi}{V \\left(\\alpha - 1\\right)}$" ], "text/plain": [ "Eq(sigma, -Z**psi*alpha*psi/(V*(alpha - 1)))" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/latex": [ "$\\displaystyle \\sigma = \\psi$" ], "text/plain": [ "Eq(sigma, psi)" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import sympy as sp\n", "\n", "# At the optimum, we require dY/dK / r = dY/dL / w\n", "w_res = sp.solve(dY_dK / r - dY_dL / w, w)[0]\n", "ratio = w_res / r\n", "display(sp.Eq(w / r, w_res / r))\n", "\n", "V, Z, s = sp.symbols(\"V Z sigma\", positive=True)\n", "V_solved = sp.solve((w / r - ratio).subs({w / r: Z, K / L: V}), V)[0]\n", "display(sp.Eq(K / L, V_solved.subs({Z: w / r})))\n", "\n", "# Use indicator variables V, Z to compute MRS = dZ/dV * V / Z\n", "display(sp.Eq(V, V_solved))\n", "display(sp.Eq(sp.Derivative(V, Z), V_solved.diff(Z)))\n", "display(sp.Eq(s, V_solved.diff(Z) * Z / V))\n", "display(sp.Eq(s, (V_solved.diff(Z) * Z / V).subs({V: V_solved})))" ] }, { "cell_type": "markdown", "id": "03e3a8c3", "metadata": {}, "source": [ "# Compare CES to Cobb Douglass\n", "\n", "We can also use `sp.lambdify` to convert these sympy functions to executable python code. We'll do this to numerically show that Cobb-Douglass is a special case of CES, when $\\psi = 1$.\n", "\n", "First, extract the symbolic Cobb-Douglas production function " ] }, { "cell_type": "code", "execution_count": 8, "id": "6cce49fe", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:43.829358Z", "iopub.status.busy": "2025-03-15T11:22:43.829288Z", "iopub.status.idle": "2025-03-15T11:22:43.830843Z", "shell.execute_reply": "2025-03-15T11:22:43.830618Z" } }, "outputs": [], "source": [ "cd_production_fn = mod_cd.equations[5].args[1]" ] }, { "cell_type": "markdown", "id": "3e611fcb", "metadata": {}, "source": [ "Use `sp.lambdify` to convert the symbolic Cobb-Douglas function to a python function.\n", "\n", "We have to add an adjustment factor of $\\frac{(1 - \\alpha)^{\\alpha - 1}}{\\alpha^\\alpha}$, because the form of the CES function we're using here isn't the \"standard\" one. It includes a power on the factor use share parameter that makes the first order conditions nicer." ] }, { "cell_type": "code", "execution_count": 9, "id": "c5478fe8", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:43.832005Z", "iopub.status.busy": "2025-03-15T11:22:43.831946Z", "iopub.status.idle": "2025-03-15T11:22:43.842432Z", "shell.execute_reply": "2025-03-15T11:22:43.842177Z" } }, "outputs": [], "source": [ "f_ces = sp.lambdify([psi, alpha, A, K, L], production_fn)\n", "adjustment_factor = (1 - alpha) ** (alpha - 1) / alpha**alpha\n", "f_cd = sp.lambdify([alpha, A, K, L], ge.utilities.eq_to_ss(adjustment_factor * cd_production_fn))" ] }, { "cell_type": "code", "execution_count": 10, "id": "c4041fc6", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:43.843550Z", "iopub.status.busy": "2025-03-15T11:22:43.843492Z", "iopub.status.idle": "2025-03-15T11:22:43.956591Z", "shell.execute_reply": "2025-03-15T11:22:43.956374Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "psi_grid = np.linspace(0.1, 3, 10000)\n", "fig, ax = plt.subplots()\n", "Y_ces = f_ces(psi_grid, 0.33, 1, 2, 1)\n", "\n", "# plot the function in two parts, avoiding psi = 1\n", "ax.plot(psi_grid[psi_grid < 0.97], Y_ces[psi_grid < 0.97], color=\"tab:blue\")\n", "ax.plot(psi_grid[psi_grid > 1.03], Y_ces[psi_grid > 1.03], color=\"tab:blue\")\n", "\n", "# Add a hole at psi = 1, using the output of the (adjusted) cobb-douglas\n", "psi_one_output = f_cd(0.33, 1, 2, 1)\n", "ax.scatter(1.0, psi_one_output, lw=2, facecolor=\"none\", edgecolor=\"k\", zorder=100)\n", "xlims = ax.get_xlim()\n", "ylims = ax.get_ylim()\n", "\n", "# Make the lines from the axes to the circle, leaving some room to keep the circle empty\n", "cd_output = f_cd(0.33, 1, 2, 1)\n", "ax.vlines(1.0, ylims[0] - 0.5, cd_output - 0.01, ls=\"--\", color=\"k\")\n", "ax.hlines(psi_one_output, -0.5, 0.98, ls=\"--\", color=\"k\")\n", "ax.annotate(\n", " xy=(1.0, psi_one_output),\n", " xytext=(1.2, psi_one_output - 0.1),\n", " text=\"Cobb-Douglas Output\",\n", " arrowprops={\"arrowstyle\": \"->\"},\n", ")\n", "ax.set(\n", " xlim=xlims,\n", " ylim=ylims,\n", " title=r\"CES output a function of $\\psi$, with $\\alpha = 0.33$, $A = 1$, $K=2$, $L=1$\",\n", " xlabel=r\"$\\psi$\",\n", " ylabel=r\"$Y_{ss}$\",\n", ")\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "b74dbd24", "metadata": {}, "source": [ "# Maximum Value of $\\psi$\n", "\n", "One interesting thing about the CES function is that it introduces boundaries on model parameters. This is because of the steady state equation for $N_{ss}$, the steady-state capital-labor ratio. Here it is:\n", "\n", "$$N_{ss} = \\left ( \\frac{\\left ( \\frac{1}{\\beta} - (1 - \\delta) \\right ) ^{\\psi - 1} \\alpha ^ {\\frac{1 - \\psi}{\\psi}} (A_{ss} mc_{ss}) ^ {1 - \\psi} - \\alpha ^ {\\frac{1}{\\psi}}}{(1 - \\alpha) ^ {\\frac{1}{\\psi}}} \\right) ^ {\\frac{\\psi}{1 - \\psi}}$$\n", "\n", "For the steady-state to be economically meaningful, the capital-labor ratio needs to be strictly positive and real. Looking at this expression, though, there's a subtraction in the numerator. Thus, the inner term can be negative when:\n", "\n", "$$\\left ( \\frac{1}{\\beta} - (1 - \\delta) \\right ) ^{\\psi - 1} \\alpha ^ {\\frac{1 - \\psi}{\\psi}} (A_{ss} mc_{ss}) ^ {1 - \\psi} \\lt \\alpha ^ {\\frac{1}{\\psi}} $$\n", "\n", "$\\frac{1}{\\beta} - (1 - \\delta)$ is aways going to be positive and close to zero for values of $\\beta$ and $\\delta$ we consider plausable ($\\beta \\approx 1$ and $\\delta \\approx 0$). $A_{ss} = 1$ almost always, and $\\alpha$ and $mc_{ss}$ are positive. So the wrinkle really comes from the exponent, $\\psi$.\n", "\n", "It is an interesting exercise to set this equation to zero and solve for $\\psi$:" ] }, { "cell_type": "code", "execution_count": 11, "id": "8c5e7688", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:43.957867Z", "iopub.status.busy": "2025-03-15T11:22:43.957781Z", "iopub.status.idle": "2025-03-15T11:22:44.651573Z", "shell.execute_reply": "2025-03-15T11:22:44.651263Z" } }, "outputs": [], "source": [ "psi_zero = sp.solve(\n", " sp.Eq(\n", " (1 / beta - (1 - delta)) ** (psi - 1) * alpha ** ((1 - psi) / psi),\n", " alpha ** (1 / psi),\n", " ),\n", " psi,\n", ")[0]" ] }, { "cell_type": "code", "execution_count": 12, "id": "d623a6b8", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:44.652858Z", "iopub.status.busy": "2025-03-15T11:22:44.652786Z", "iopub.status.idle": "2025-03-15T11:22:44.655232Z", "shell.execute_reply": "2025-03-15T11:22:44.655025Z" }, "scrolled": false }, "outputs": [ { "data": { "text/latex": [ "$\\displaystyle \\frac{\\log{\\left(\\frac{\\beta}{\\alpha} \\right)} - \\log{\\left(\\beta \\delta - \\beta + 1 \\right)}}{\\log{\\left(\\beta \\right)} - \\log{\\left(\\beta \\delta - \\beta + 1 \\right)}}$" ], "text/plain": [ "(log(beta/alpha) - log(beta*delta - beta + 1))/(log(beta) - log(beta*delta - beta + 1))" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "psi_zero" ] }, { "cell_type": "markdown", "id": "441c8b4c", "metadata": {}, "source": [ "This expression tells us, given parameters $\\alpha$, $\\beta$, and $\\delta$, what is the value of $\\psi$ such that the inequality above holds with equality. This gives a ceiling on allowable values of $\\psi$. The next cell creates a graph to visualize the problem." ] }, { "cell_type": "code", "execution_count": 13, "id": "5ca729c3", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:44.656414Z", "iopub.status.busy": "2025-03-15T11:22:44.656351Z", "iopub.status.idle": "2025-03-15T11:22:44.737384Z", "shell.execute_reply": "2025-03-15T11:22:44.737149Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "f1 = sp.lambdify(\n", " [alpha, beta, delta, psi],\n", " (1 / beta - (1 - delta)) ** (psi - 1) * alpha ** ((1 - psi) / psi),\n", ")\n", "f2 = sp.lambdify([alpha, psi], alpha ** (1 / psi))\n", "f3 = sp.lambdify([alpha, beta, delta], psi_zero)\n", "\n", "\n", "alpha_val = mod_ces.parameters()[\"alpha\"]\n", "beta_val = mod_ces.parameters()[\"beta\"]\n", "delta_val = mod_ces.parameters()[\"delta\"]\n", "\n", "p0 = f3(alpha_val, beta_val, delta_val)\n", "\n", "lhs_val = f1(alpha_val, beta_val, delta_val, psi_grid)\n", "rhs_val = f2(alpha_val, psi_grid)\n", "\n", "ax.plot(\n", " psi_grid,\n", " lhs_val,\n", " label=r\"$\\left ( \\frac{1}{\\beta} - (1 - \\delta) \\right ) ^{\\psi - 1} \\alpha ^ {\\frac{1 - \\psi}{\\psi}}$\",\n", ")\n", "ax.plot(psi_grid, rhs_val, label=r\"$\\alpha^{\\frac{1}{\\psi}}$\")\n", "\n", "ax.scatter(p0, f2(alpha_val, p0), zorder=100, color=\"k\")\n", "ax.annotate(\n", " xy=(p0, f2(alpha_val, p0)),\n", " xytext=(p0 + 0.1, f2(alpha_val, p0) + 0.3),\n", " text=\"$\" + sp.latex(psi_zero) + \"$\",\n", " arrowprops={\"arrowstyle\": \"->\"},\n", ")\n", "\n", "ax.fill_between(psi_grid, rhs_val, lhs_val, where=lhs_val > rhs_val, alpha=0.25)\n", "ax.text(x=2.3, y=0.3, s=r\"$N_{ss}$ imaginary\")\n", "ax.text(x=0.5, y=1.0, s=r\"$N_{ss}$ real\")\n", "\n", "ax.legend()\n", "ax.set_title(f\"alpha = {alpha_val:0.2f}, beta = {beta_val:0.2f}, delta = {delta_val:0.2f}\")\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "91d01dce", "metadata": {}, "source": [ "What is the effect on the boundary as $\\alpha$, $\\beta$, and $\\delta$ change? Then next graph shows these effects, allowing one variable to change while holding the other two fixed.\n", "\n", "We see that the boundary is decreasing in alpha and beta, and increasing in delta." ] }, { "cell_type": "code", "execution_count": 14, "id": "b8c9a935", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:44.738554Z", "iopub.status.busy": "2025-03-15T11:22:44.738487Z", "iopub.status.idle": "2025-03-15T11:22:44.811616Z", "shell.execute_reply": "2025-03-15T11:22:44.811402Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "f = sp.lambdify([alpha, beta, delta], psi_zero)\n", "alphas = np.linspace(1e-4, 0.99, 100)\n", "betas = np.linspace(0.6, 0.99, 100)\n", "deltas = np.linspace(0.01, 0.1, 100)\n", "fig, ax = plt.subplots(1, 3, figsize=(14, 4))\n", "\n", "names = [\"alpha\", \"beta\", \"delta\"]\n", "x_values = [alpha_val, beta_val, delta_val]\n", "grid_values = [alphas, betas, deltas]\n", "\n", "for axis, var, values in zip(fig.axes, names, grid_values, strict=False):\n", " input_dict = mod_ces.parameters().copy()\n", " input_dict[var] = values\n", " axis.plot(\n", " values,\n", " f(\n", " alpha=input_dict[\"alpha\"],\n", " beta=input_dict[\"beta\"],\n", " delta=input_dict[\"delta\"],\n", " ),\n", " )\n", " axis.set(\n", " xlabel=var,\n", " title=\", \".join([f\"{x}={val:0.2f}\" for x, val in zip(names, x_values, strict=False) if x != var]),\n", " )\n", " if axis == fig.axes[0]:\n", " axis.set_ylabel(r\"Maximum $\\psi$ allowed\")\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "6a366740", "metadata": {}, "source": [ "Plotting these same boundaries in 3d (leaving out one variable at a time) shows a similar picture. Essentially, for parameterizations that are considered economically interesting, it is not possible to have $\\psi$ much larger than 1.5." ] }, { "cell_type": "code", "execution_count": 15, "id": "5fc64714", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:44.812868Z", "iopub.status.busy": "2025-03-15T11:22:44.812792Z", "iopub.status.idle": "2025-03-15T11:22:45.215215Z", "shell.execute_reply": "2025-03-15T11:22:45.214938Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 3, figsize=(14, 4), subplot_kw={\"projection\": \"3d\"})\n", "var_dict = dict(zip(names, grid_values, strict=False))\n", "\n", "for axis, exlude_var in zip(fig.axes, names, strict=False):\n", " to_plot = [var for var in names if var != exlude_var]\n", "\n", " x, y = map(var_dict.get, to_plot)\n", " xx, yy = np.meshgrid(x, y)\n", "\n", " input_dict = mod_ces.parameters().copy()\n", " input_dict.update(dict(zip(to_plot, [xx, yy], strict=False)))\n", " Z = f(alpha=input_dict[\"alpha\"], beta=input_dict[\"beta\"], delta=input_dict[\"delta\"])\n", " axis.plot_surface(xx, yy, Z)\n", "\n", " axis.set(\n", " xlabel=to_plot[0],\n", " ylabel=to_plot[1],\n", " zlabel=r\"Maximum $\\psi$ allowed\",\n", " title=f\"{exlude_var} = {input_dict[exlude_var]:0.2f}\",\n", " )\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "14eeb556", "metadata": {}, "source": [ "# Admissible Isoquants\n", "\n", "The purpose of including $\\psi$ is to allow variation in the curvature of the isoquants trading off equivalent capital-labor bundles. In general:\n", "\n", "- As $\\psi \\to 0$, we have perfect compliments (leontief case)\n", "- As $\\psi \\to \\infty$, we have perfect substitutes (linear case) \n", "\n", "To plot isoquants, we first symbolically solve the production function for one of the two inputs. I arbitrarily choose $K$." ] }, { "cell_type": "code", "execution_count": 16, "id": "676960c6", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:45.216504Z", "iopub.status.busy": "2025-03-15T11:22:45.216431Z", "iopub.status.idle": "2025-03-15T11:22:45.532650Z", "shell.execute_reply": "2025-03-15T11:22:45.532433Z" } }, "outputs": [ { "data": { "text/latex": [ "$\\displaystyle \\alpha^{- \\frac{1}{\\psi - 1}} \\left(- L_{ss}^{\\frac{\\psi - 1}{\\psi}} \\left(1 - \\alpha\\right)^{\\frac{1}{\\psi}} + Y_{ss}^{\\frac{\\psi - 1}{\\psi}}\\right)^{\\frac{\\psi}{\\psi - 1}}$" ], "text/plain": [ "(-L_ss**((psi - 1)/psi)*(1 - alpha)**(1/psi) + Y_ss**((psi - 1)/psi))**(psi/(psi - 1))/alpha**(1/(psi - 1))" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Q = sp.solve(Y - production_fn, K)[0].simplify().subs({A: 1})\n", "Q" ] }, { "cell_type": "code", "execution_count": 17, "id": "d48f05b2", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:45.533771Z", "iopub.status.busy": "2025-03-15T11:22:45.533705Z", "iopub.status.idle": "2025-03-15T11:22:45.606439Z", "shell.execute_reply": "2025-03-15T11:22:45.606187Z" } }, "outputs": [], "source": [ "cd2 = Y - adjustment_factor * K**alpha * L ** (1 - alpha)\n", "Q_cd = sp.solve(cd2, K)[0].simplify()" ] }, { "cell_type": "markdown", "id": "e1071d68", "metadata": {}, "source": [ "Note that when $\\psi < 1$, this has a vertical asymptote at $L_{ss} = Y_{ss}(1 - \\alpha)^{\\frac{1}{1 - \\psi}}$, so we'll have to choose the grid to take that into account. We're not interested in values to the left of this asymptote." ] }, { "cell_type": "code", "execution_count": 18, "id": "570afe6d", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:45.607645Z", "iopub.status.busy": "2025-03-15T11:22:45.607578Z", "iopub.status.idle": "2025-03-15T11:22:45.613672Z", "shell.execute_reply": "2025-03-15T11:22:45.613470Z" } }, "outputs": [ { "data": { "text/plain": [ "1.299675484840658" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "psi_max = float(psi_zero.subs(mod_ces.parameters().to_sympy()))\n", "psi_max" ] }, { "cell_type": "markdown", "id": "4bcdde4f", "metadata": {}, "source": [ "The next cell generates a plot showing what types of isoquants are possible, given $\\alpha = 0.35$. Because $\\psi$ is capped at 1.299, the isoquants cannot become arbitrarily linear. Still, values of $\\psi$ close to the limit are already quite linear, so the function remains quite expressive. \n", "\n", "We *are* allow to arbitrarily lower $\\psi$ towards zero, so inputs can become arbitrarily complimentary. " ] }, { "cell_type": "code", "execution_count": 19, "id": "52324dd2", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:45.614899Z", "iopub.status.busy": "2025-03-15T11:22:45.614832Z", "iopub.status.idle": "2025-03-15T11:22:46.187180Z", "shell.execute_reply": "2025-03-15T11:22:46.186955Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "\n", "f_Q = sp.lambdify([alpha, psi, A, Y, L], Q)\n", "f_Q_cd = sp.lambdify([alpha, A, Y, L], Q_cd)\n", "f_min = sp.lambdify([alpha, psi, Y], Y * (1 - alpha) ** (1 / (1 - psi)))\n", "\n", "L_min = f_min(alpha=alpha_val, psi=0.1, Y_ss=2.0)\n", "L_grid = np.linspace(L_min + 0.01, 1.4, 100)\n", "\n", "for psi_val in np.linspace(0.1, 10, 1000):\n", " K_grid = f_Q(alpha=alpha_val, psi=psi_val, A_ss=1.0, Y_ss=2.0, L_ss=L_grid)\n", " ax.plot(\n", " L_grid,\n", " K_grid,\n", " label=r\"$\\psi =$\" + f\"{psi_val:0.2f}\",\n", " color=\"tab:blue\" if psi_val < psi_max else \"tab:red\",\n", " )\n", "lines = list(ax.get_lines())\n", "ax.annotate(\n", " xy=(1.254, 0.8),\n", " xytext=(1.265, 0.8),\n", " text=r\"$\\psi=0.1$\",\n", " arrowprops={\"arrowstyle\": \"->\"},\n", ")\n", "ax.annotate(\n", " xy=(1.26, 0.74),\n", " xytext=(1.26, 0.7),\n", " text=r\"$\\psi=10$\",\n", " arrowprops={\"arrowstyle\": \"->\"},\n", ")\n", "\n", "(cd_line,) = ax.plot(\n", " L_grid,\n", " f_Q_cd(alpha=alpha_val, A_ss=1.0, Y_ss=2.0, L_ss=L_grid),\n", " color=\"tab:orange\",\n", " label=\"Cobb-Douglas\",\n", ")\n", "\n", "ax.legend([lines[0], lines[-1], cd_line], [\"Possible\", \"Not Possible\", \"Cobb-Douglas\"])\n", "ax.set(\n", " title=r\"Isoquants of CES production function for $\\psi \\in [0.1, 10]$\",\n", " xlabel=r\"$L$\",\n", " ylabel=r\"$K$\",\n", ")\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "dfd4e3a8", "metadata": {}, "source": [ "# Effect of $\\psi$ on the steady state\n", "\n", "Varying $\\psi$ and looking at steady state outputs, we see that as input factors become more interchangable -- as $\\psi \\to \\infty$ -- steady state output increases, as does capital and investment. This is driven by the fact that steady-state wages are a function of $\\psi$, whereas steady-state rental rates are not. Thus, as $\\psi$ increases, labor gets more expensive relative to capital, *and* it becomes easier to substitute away from labor towards capital. Thus both effects facilitate the firm shifting aggressively into capital." ] }, { "cell_type": "code", "execution_count": 20, "id": "e0b90547", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:46.188401Z", "iopub.status.busy": "2025-03-15T11:22:46.188327Z", "iopub.status.idle": "2025-03-15T11:22:49.224982Z", "shell.execute_reply": "2025-03-15T11:22:49.224668Z" } }, "outputs": [], "source": [ "psis = np.linspace(0.1, 1.2, 50)\n", "df = pd.DataFrame({psi: mod_ces.steady_state(psi=psi) for psi in psis}).T" ] }, { "cell_type": "code", "execution_count": 21, "id": "1c7e64d9", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:49.226454Z", "iopub.status.busy": "2025-03-15T11:22:49.226373Z", "iopub.status.idle": "2025-03-15T11:22:49.649524Z", "shell.execute_reply": "2025-03-15T11:22:49.649296Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(2, 3, figsize=(14, 6), sharex=True)\n", "param_names = [x.name for x in mod_cd.params]\n", "for axis, var in zip(fig.axes, [\"Y_ss\", \"K_ss\", \"L_ss\", \"I_ss\", \"w_ss\", \"r_ss\"], strict=False):\n", " df.plot.line(y=var, ax=axis, legend=False)\n", " axis.axhline(mod_cd.steady_state()[var], ls=\"--\", c=\"k\")\n", " axis.set(title=var, xlabel=r\"$\\psi$\")" ] }, { "cell_type": "markdown", "id": "50921fa9", "metadata": {}, "source": [ "# Effect of $\\psi$ on IRF\n", "\n", "One final question is the effect on dynamics. This last plot looks at impulse response functions following a shock to total factor productivity for varying values of $\\psi$.\n", "\n", "As $\\psi$ increases:\n", "\n", "- Output reacts more strongly to the TFP shock, increasing more at $t=1$\n", "- Wages react less strong to the TFP shock, increasing less at $t=1$\n", "\n", "Effects on consumption, labor, and rental rates are more complex. When $\\psi$ is extremely low (dark purple lines), the shock has a negative effect on labor and rental rates, while consumption increases, then decays monotonically. This is consistent with the observations about the effect of $\\psi$ on the steady state: higher $\\psi$ pushes up wages while also making it easier for firms to subsitute away from labor, towards capital. This pushes down labor demand and pushes up capital demand. Households respond by investing more, which increases capital supply and pushes down the price of capital. \n", "\n", "At some point, however, we see a regime switch. When $\\psi$ is very high, labor and rental rates respond positively to the shock. Capital remains positive, but it gains a degree of persistance. Across the economy, the shock appears to persist longer when $\\psi$ increases." ] }, { "cell_type": "code", "execution_count": 22, "id": "9be4eb38", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:49.650903Z", "iopub.status.busy": "2025-03-15T11:22:49.650834Z", "iopub.status.idle": "2025-03-15T11:22:52.646091Z", "shell.execute_reply": "2025-03-15T11:22:52.645780Z" } }, "outputs": [], "source": [ "irfs = [ge.impulse_response_function(mod_ces, psi=psi, shock_size={\"epsilon_A\": 0.1}, verbose=False) for psi in psis]\n", "irfs = xr.concat(irfs, coords=\"all\", dim=\"psi\").assign_coords(psi=psis)" ] }, { "cell_type": "code", "execution_count": 23, "id": "aea6d5ec", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:52.647398Z", "iopub.status.busy": "2025-03-15T11:22:52.647320Z", "iopub.status.idle": "2025-03-15T11:22:52.957786Z", "shell.execute_reply": "2025-03-15T11:22:52.957531Z" } }, "outputs": [ { "data": { "image/png": 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f/50vf/nLnHbaaZOy/tsTA470gEzBUBRO6voIIYTYs6Rn8Lb5k70C+wPnoCPOMSeogYKa1WSURavkvq21jlA4XP//h82ehp5y6d5faSGE2E/19PRgjNnqNPTN+yCO2NH09NmzZ/P2t7+d7u5uTjjhBJxzxHHMBz7wAS644IJtrsull17KZz7zmWe/UbsgrMc4rXAkH1AODVUZGqomd/qKQkueXNZnoKeMiS0q8HBGoZRCaUvfUI2PvH0ln77qPSw+7gV7dd2FEELsWSeffPJ2B11fd911W9x20kkncc8990zgWu0ZVrmkTQQOZcF4CufcdgfdCSGEeP4wTmPc9mtgzbZ3cfs0qQzeC5SCOUGNJ+tNDBufnE6C4LpVjSDYNQbMjf4mKoD6D7GdL8Wagb292kIIsV/b2jT07R0g7mh6+m233cbnPvc5Vq5cyT333MOPfvQjfv7zn/Pv//7v23zOyZiuXquEOF9hMwq/KeDIl87n6JcuYMEhM/ADTbkS0tdfwXoKl/VwgcZ5Ghck1cQuG1BzjovOvpbf/HjNhK+vEEIIsTucJjkaTi9Ow2Mbuyd5rYQQQuwpFoVF7+Cyf34AKJXBE8TGYSMAGOkRfFC2ROwUT9cLzMlUyGqHc8kpSkH6+7f1oGEQ1/0ybPPF6OI/7JX1F0KI/dW0adPwPG+r09A3r/4dsTPT0z/1qU9x5plncvbZZwNw5JFHUi6X+ad/+icuuugitN7y89lsNks2m90Tm7XTSkNVnKdAKeqR4b77xwTQGvKtWVqb85jY0ts9hEOhsh4utml1sAIFRlsu+8QP6Fjfx7v++TVSaSWEEOK5RY//2nnwvdV/4eLTXztpqySEEGLP2Zk2EPtrmwipDJ4gJn648XXNwj8/dTz3VqbiK8f8bAXjNB1RFqWSINi40dB4a6diKcANfxbb9Wqsqe2lrRBCiP1PJpNhyZIlW0xDv/XWWznuuOO2+pidmZ5eqVS2CHw9z8M5t91TcPe2wf4yToH1FK1TCrzipBey+CXzOfDAqWhPU61FdHYP0d1fwvoaXfCxHjhfJ5XCvocNfFzGx+UCvv31/+MrF//oObWNQgghhFPglMPhGlXCf3j0qcleLSGEEHvISJuIHV32R1IZPEGi2p/x0q8r1ueR6lQ+se5YXt7SwXvaH2dBtsRsXadkPCKnmOLHAMQO/LR6avNTkhWAXQ/dR2GbL0MX37JXt0kIIfYXy5cv58wzz+SYY45h6dKlfOMb32DdunWce+65QNK+YcOGDVx//fVAMj39q1/9KsuXL+ecc85h9erVXHPNNdx4442N5zz11FO54oorWLx4McceeyyPP/44n/rUp3jTm96E53lbXY/JMNhXwgYafEV/pcZtdz42eqcPLW0FioUsvlb0D1QoD9VQvkYFChsZFBrlKaxRoDVaa37xk3uoVkM+ftkZW62AFkIIIfY2p5OewQCEDquhs1Ke1HUSQgix5yRtIrZf+SttIsQeFYejQxMGTUBokgP9Pw3P5oHqVF7dspG3TXmSdj9Ml/HxsRQ9CySVwt52Tql1w/+KLV8N036C1nv3FGIhhNjXnXHGGfT29vLZz36Wjo4OjjjiCFatWsX8+fOBbU9P/8hHPsLXvvY15syZs8X09E9+8pMopfjkJz/Jhg0bmD59Oqeeeiqf+9zn9vr2bU9/b1IZDNBazHLIITPp7S3R1TNMtRYxVKoxVBpzhkpGkwl8wkoIvkb7JC0jtIfykoNrrRW/ufWvVD54PZd87d0SCAshhJh8GhoZQFoZHCFnsQghxL7CojE7aIhg99N/9yUMniDOrm183RdnqUdJGKxwKDL8ZugA/lyZzhta17Gs5RlavaQyeMh45JQhk/6+Wgd6K5lwUiX8JHQdiW35Irpw6gRvkRBC7F/OO+88zjvvvK3etzvT033f55JLLuGSSy7ZU6s4Ifp6hnC+wgWK/jDkzw8lPYOL+QztbS1kMz6B76GAajVk06YhalGMCjS+1pgwBjTKA2VcMijV06AVq1c/wYXv/Sb/ec1ZeP5zpxpaCCHE/mfsmcEjbSKsB/2lKlOa8pO2XkIIIfaMyPlEbvvHHJHbPyuDpTRngih6Gl93R3ki41OPPELjUbc+1ThgKM7wk4H5XLhxCb8amk3dalq8JAgeNhozJgge6bW41Z6LQx/FblqGtdJLWAghxLPT11uC9MyUsX8alashXb3DrO/o58n1PTyxvoeNPUMYD7JNGfycT2QtzteQ09hAJZesxmQ0NutjcxnufeAZzn/7SuLITM4GCiGEEKm0YzCoNBD24Qd3PTDZqyWEEGIPME7t1GV/JJXBE0TbciNq7wwLRGakMhhQDoUPY46DfzC4kN+XZ7CsZQMvL/TSnLaLKFtNUScT2sf2EN68nzDuCeg6Ctv8n+ji6XthC4UQQuyLBvrKOA3Gh7bmPC86ZBYA1lqsTa6NdRhjqdUiOjoHqFSiZP8WKDK+R1SPUZ4CT+GsQ+nkggI8xSNP9fL+N6/gqps/TCYrf4oIIYTY+5znGBny4nDJ8FQFv7j/Ec551csmd+WEEEI8a2Yn2kQYaRMh9iTt4sbXm+oFolijAKUcKgJFBHjjqq66KPI/Awv4Q3k6r2vu4MW5AYra4hzUnCKf/g5vEQSPNfwJbOnL0P5TtN82QVsnhBBiXzU0WMP6SZA7UKlx5/1P7fAxQdGntZBjYKBMPTIoT+E8UA4woJRC6WRau/MUVivW9ZR4z+sv41urPkYun5nw7RJCCCHGUYyeAqNIgmEP1vb3Td46CSGE2GOs01i3g57BWzv7fj8gYfAEGfvr1lEvYo1HBKDSADj9w2N8pKtwQEcE3xtcwB+qJU4pdrAoWyavHM5B6CCrt1EdPMJ1Qs/LsPn3oVsv2PMbJ4QQYp81XK7iFDgFM6c2cfLLDiWMY8LIEMWGMDaEkSGODeVaSEfnAH2DVXqG0jNisopCNqBaDlGWxpktWivwNNZLeyBpRXc15p2v/jzf/uXHKbbkJnvThRBC7Ccq9ZBxZwan+z001JydrNUSQgixB0ll8LZJGDxBxg59664XcEZh0URqJPIdvd5C+pfJhrCJ78YLOCgzyEmFXg7KVMkqcA5iINhWy4gR1Wux1Rth6k3ozIv25OYJIYTYR1XKIbYNXKDoGC5z42/u3eFjgrzHtLYm4jCmt69MuR6h/GQvp1G4yOIUKAs6rRI2GpwXMFQ3nPHaz/PtXyxnyrTmCd8+IYQQYmPf0PjqHQVOO6wG7StqYUguI2etCCHE85mFHfYE3l8//pvwAXIrV65k4cKF5HI5lixZwh/+8IdtLtvR0cE73/lOXvjCF6K15vzzz9/qcj/84Q857LDDyGazHHbYYdx8880TtPa7T435leqp5jGRwhqNNZoo9omMJjIeYewTmmSwXM0EVI1P3fpUTJaa8anZgCfCNm4aPoDvDs3i6SiLUhCkobDZrI/wlqrQ9yZs75lYK8N6hBBCbF8tjBsD5HKBz6IFMzn6BXN46aK5LD1yAccdtYDjjl7I0qMX8OIXHcCUljyhsXT0DtE9XMEGCp33aGrLga8wyiWD5DIK6yuMPzpYzuY1ccGnkvF5xxuuoGtj/yRvvRBCiP3B2k19OOVwvk0uKu1rr8Fqx0/v+dtkr6IQQohnyaJ36rI/mtCtvummmzj//PO56KKLuPfeeznxxBNZtmwZ69at2+ry9Xqd6dOnc9FFF3H00UdvdZnVq1dzxhlncOaZZ/KXv/yFM888k7e97W386U9/mshN2WVjP3sYjLNgNDZSWKMwRhMZnzD2iI1HfRuBcNlkqRufug0omRxPRc38sDSbHwxP45koQCnwlMK5pM/JdkPh6E/QdRi28uO9sv1CCCGen+qRwWqwHgSFgBqGdQNDrHm6g9sfeZo//O1p/vDwU9z+8NOseXIjPbUaTW055s9vZ/6BUykWs0TGMlCpYzTYQKGyGuuRhsJgApVcMhqT05iiR1gM+Ie3fpn1a7sm+y0QQgixj3tyU1+jLQSa0f7B6fc/XPPgZK6eEEKIPcA4vVOX/dGEbvUVV1zBWWedxdlnn82iRYtYsWIFc+fO5aqrrtrq8gsWLOBLX/oS7373u2ltbd3qMitWrOC1r30tF154IS960Yu48MILefWrX82KFSsmcEuenVItA0bhjMZGGmuSUDhOA+Dk2ie0HqHdWiDsUTcBZZOjajM8HTXzs/J0flZqY2Pso1Ry2q1zblwovCUHQ/+K7VyKjTbu1fdACCHE80NkHc5XOE8xUK3x+MZeegbLRHFydknG95jeVuTgOe0cfEA7vtYMVeo82dHHk139DEUhNqPIt2Rpay+iA03skuckrQ4eqRROAuGkSjgqeIRNGd77jqt55IFnJvldEEIIsS97urtv/JGwdqDBacCDR3p7JmvVhBBC7CGR83bqsj+asJ7BYRiyZs0aLrhg/ACzU045hTvuuGO3n3f16tV85CMfGXfb6173uu2GwfV6nXq93vh+aGhot19/p42p0o1MAFH6vVJYpdkirlWOzX8cY5dxRLi0y7DTCotifazoKmc40K/y4myZmb5Fpa/pSALireuF3pOxwStgytVoLa2jhRBCJGJs0jsRmD+9jTcet4hqFFOqhQxVanQPltg0UOKp/gGi2DC1rcCM1iL5TEAUGfqHq2zqHaJUCynXwmRnllEESmNCA75KCrAMKA3KAzwF6WA55ynOe/+3+H+XncFLTzh0ct8MIYQQ+6SOweHxB1tpMOxU0je4Ku31hBDieW/nBsjtn5XBE5YC9vT0YIxh5syZ426fOXMmnZ2du/28nZ2du/ycl156KZ/5zGd2+zV3x9i/LWzsoazCRYBSODXmF04lB8SJmG39SFz6jCMNIOyYYHh9rOk2Pgf4VQ7L1Jnpj77+NofLAUS/h67DsU2fQDe9Z3c3VQghxD7EKIXV4Hx4amCAr61avd3l+4Yr9A1Xxt/ogZ/RtBVyOAd9AxVCZ1GBwlMKG1sUCuUl+0DnpaGwBrQm1gH/9on/4d+WL+N1b1kyYdsqhBBi/9RTrkKRtCAHQOGUQ2mV9A32HLUwJpeRohkhhHi+sk5hdzRAbgf376smfO+2eRC53XBygp7zwgsvZPny5Y3vh4aGmDt37rNah13hYlAmDXNjDVgcYJUGlUTASczrk3yXlKk3tqjxRYYCSTDsHDinkq/TSuFnYkWPDZiha7woEzHDG99HeOvvkYPS57ClFTD12+jMEXv+DRBCCPG84XQSzqIg8DQHz57GrClNTGstkssGoKAWxQxVawxV62R9D6UUcWQpVev0DVfo7BuiHll6RkJiP3ku7RRhaMBLgmCsS85icaA1OAXOU2hPYT3FpV/6FZu6Bnn3P71qMt8SIYQQ+5ihWg2aXHJWCiSHYFqBTfaBzoNf3P8wpx1z5KSupxBCiN1nd6IyeFcHyP3+97/nC1/4AmvWrKGjo4Obb76Zt7zlLdt9zO9+9zuWL1/OX//6V+bMmcO//uu/cu655+7S6+5pExYGT5s2Dc/ztqjY7erq2qKyd1fMmjVrl58zm82SzWZ3+zWftVihoiTuVUrhSAJhq0jbSWhMWvOr8BvzC0YfD/g02kQUCMFlAI1Nl7QqCYWdVXQ4zVC9zlQdckgQM8NTOxEKl6Hv/8N6h0L7jWjdPDHvhRBCiOc0q5N9DRpmTG2ivb3IY1293PboWuzWBpRujYJMwaO1kCPreQxX6gwN15M9lg++1pjYglIYDco5nFYoDc6A1eBpDZ7i2u//iWfW9fOJ/zht4jZaCCHEfqUSRaAbnf3SYXIuPYvTgaf4/t0PSBgshBDPY9Zp7A4GxO3o/s2Vy2WOPvpo3vve93LaaTs+Plm7di1veMMbOOecc/jOd77DH//4R8477zymT5++U4+fKBMWBmcyGZYsWcKtt97KW9/61sbtt956K29+85t3+3mXLl3KrbfeOq5v8C233MJxxx33rNZ3QsUKHY+Etg6FwikNyjbC3EY1sALizX8sDhcH4CcVwQBOj+khPKY62Onkkw1rk+9LoccUXWNBANO0bvQR3mYobB6FriXY7KnQ+gW03j/7pwghxP7KaYXzAR/WDw6xfnC0z34hG7Bg+hTmTmujrSmH1ppaGFGuhQxWavSXqnQNlBio1AhjQ/dQefSJM9CUyxJHhlotTg7CddLf3sbJ/k95SRic9BEGm1YI/3LN46x/7ze46lv/tNffDyGEEPue0NnNegY7cKOtIqx2PNzTO2nrJ4QQ4tkzKMyWE7u2WGZXLFu2jGXLlu308ldffTXz5s1rzDlbtGgRd999N5dffvm+GQYDLF++nDPPPJNjjjmGpUuX8o1vfIN169Y1yqEvvPBCNmzYwPXXX994zH333QdAqVSiu7ub++67j0wmw2GHHQbAhz/8YV7xilfw+c9/nje/+c385Cc/4de//jW33377RG7KsxMrlFFoBcRJkwilFE4pUBqHTfoIm3SKoc9oINz4vTRUYih4alz/4JEarSQkVhincV7SF8WhsCrEoqiGdZpVzIGBo10HeDsKhes/g66fYZs+gm76wES8K0IIIZ6DrKcag3QOaGvhHSe9GK0V5TBkfd8Qj3Z085tHnqAeb324ju9pWtvyFDIBmcDHU4ooMmzoGWSollYHB0nbCCzEkU0+D/XAGUW6a0xO1/Uczgfnax7sGeD0t6zgBz8+f++8EUIIIfZZEWZcGJx0LEoGmaIBDyoumrT1E0II8eztSmXw0NDQuNv3VIeB1atXc8opp4y77XWvex3XXHMNURQRBMGzfo3dMaFh8BlnnEFvby+f/exn6ejo4IgjjmDVqlXMnz8fgI6ODtatWzfuMYsXL258vWbNGr773e8yf/58nnrqKQCOO+44vve97/HJT36ST33qUxx88MHcdNNNHHvssRO5Kc+OARUnpx8plYTCVjmS6XHg0FiVdCoxeKN/mMR+WvubcEDFQX7MT60RDOtkqFzRU1iTVAobqxvXRisMIbUoZpOuMdPTTNUBvkp+8bcZCpeuxJa+Bq1XoPOnbHm/EEKIfYrzkv2V9aA7rPD5Vb/f6nL5TMDc9laqYcRwtc5wrY6xjthY+spV+srV8Q/QkMv6tOVzDJVrSXUwoNKhp9akZ8c4cDY502VkqJzzFNZzdNQiTll2Gat+9lF835vQ90EIIcS+K2nX51A6OdZyNg2BR1pFpINUK7WQQi4zqesqhBBi9xh2XPk7Ut6y+VyxSy65hE9/+tPPeh06Ozu3aGs7c+ZM4jimp6eH2bNnP+vX2B0TPkDuvPPO47zzztvqfdddd90Wt7md6Ed4+umnc/rppz/bVdtL0qpgk3xtSf7ASLoGj6nsRWMZEwiTHBzXjZ8kySM8cLGi4MPm71QWRQlFQSchcTHtIexUUjGM1hgVYVGELqJHV5mmNFO8DIHa3kF1CIP/jB1sg6nfRGeO2iPvjBBCiOce66VtIjRUo2T/M7utmRfNmc4hM9sp5jJU45j1/YOs6xsgXwyYOa0Zf0wrIkj259ZBFBvKtZD13QOU6xG1qJQsEEDG8wi0plKLkj/TPHAWlEk/QHVpGyTr0F5yYF7y4TWnXs5PvvcvtLYW9vr7I4QQ4vnPpcGv9pMjKhOSHHyN9AzWSf/67695gPccv2QyV1UIIcRuiqyPZ7cfe0Y22Q+sX7+elpaWxu17cu7Y5oWXI7nn1ud57R0THgbv7xygI4WKk7OOMEkgPFIljAKXZr1OpYGwAhtrovQZwqRvxOiTaqjEPgUfqiQD6KxLexI3WkiEybC5NBi2KKxVGK2IrcYqRew0RkcMuCptWjNFZ3cQCg9A3+lYNRfav4325+zZN0sIIcSkisKRnVVyXsoRc2Zw+nFH8nhXL395ppPf3/k0kdl6e4idkS/6TG8qgoXuoTK1ekzdmKQC2Cf5lNQkB+nKjfk6rRR2XtLH0XqKN77rK/zXZf/AosMO2CPbLoQQYv9htRvfJsIb7Rk8tlXED+/7q4TBQgjxPDWShe1oGYCWlpZxYfCeMmvWLDo7O8fd1tXVhe/7tLe37/HX21kSBk8w50DHSRicdoVAoyCiUSUMaZWvGq0QJtBgSALhxlA5kyyY/tQqsU/eT16j4Ce9FgvEuDQYNmnvE6PiRhsJaxV5pbBp24ikhUSEsYayrdCsPFq8DAHetj+lcOuh52SstwimXIv2J+8XWAghxJ5Tq4Y4P6mGcgE80NPFAz/9zbhl2go5jjpwNi+cNY3mfBZjLZGxhHFMmF7HxhIaQ2QM5TCia7DE2p4+qlHMuv7B0SfLQC7wCZSmVAmT/aSfHIOPtI1QLq0W1grnpevmg/M9zr7ouyx/98mc9taX7t03SgghxPOaSz73bNAOTCMITo/RPHhioH/S1lEIIcSzY5xu5GLbW2YiLV26lJ/97Gfjbrvllls45phjJq1fMEgYPCGstY2vDUAMXpx8rdI/PBq9g0cCYQXJjAKXfnoBCo0lDYT9tIJ4pEg4/clV00C4EieBcDlWFP1kGjuexhqVXFuVtIkYaRdhI5xOqoMtiljFSSjsLFVTpag8mnUGf3uhsHkYepZi/cUw9b/Qes9/iiKEEGLvKQ1VcWnoigKtFEccMJOjD5zFITPascqxtm+APz/9DL+/8ynsTrR2GqGVYmZ7M235HMrBcLVO52CJahRTA/CTZTyniONkP6o8wIKyyVA5ZdOzahoVwo4vfPc27rn/aT53yfOlfZQQQohJp0GpMfswn+SgS7lGqwirIVS7fzaMEEKIyWWdapxFv71ldkWpVOLxxx9vfL927Vruu+8+pk6dyrx587jwwgvZsGED119/PQDnnnsuX/3qV1m+fDnnnHMOq1ev5pprruHGG2/c9Q3agyQMngA2fLrRNzG0Ch0rdFoZnFQEj4TCaSAcOZJxcgoXJ92EnQITg4fCohuBcH2zQNgBLvbJe0kQXPAUpRiKvqIaK/K+ohQrin4yWK7oKezIYDmjcVpjrIdTIbHTOB0RYzHOUHc18krTpLN46G2HwvG90HUMNjgWpqxE6+YJfoeFEEJMhOH+CjYNgpM2ETM5Yt4sVj/9DP+95r4tlp/RXKSQyeBrhac1vtZ4SuNpReB5aAXlesTavn5K9ZCOoWE6hoZHn0Anl5ZcFiwMVeoYXFIdrBQ2dsmE97RtxEgoPLZS2PiaWx95iof+cSU3X7f1GQVCCCHEWM5L2kQonXz46KxOhsmNtIrwFBgwnqN7qMT0lqZJXmMhhBC7yqAx7KAyeAf3b+7uu+/mla98ZeP75cuXA/Ce97yH6667jo6ODtatW9e4f+HChaxatYqPfOQjfO1rX2POnDl8+ctf5rTTTtul193TJAyeAFG4mpFW02XroWMFcRIA6zGnJFkApRq3W1wSCKfj5ZJ2iRpP2a0Gwm5shTA+eWLK+BQ8kgDYg0qsyHswHCuaPMWw0RS1omwVOQXWJgPnLIp8o41EhNFgnCPGYGyNrPLIk8FT2/kPJfoTdC3BBsfDlK+htQz2EUKI55P+vuGkMjhtxXBfVyf3dY32uDpo2lReOv8AXjhjGhGWDYNDDNdDSvU6pXpIOYwohXVKlZBSGFIJk+73M5qKzJ8xhWImwFOaMDYM1+p0DZXor9QYrNWTF/DB15qM1lRrMXiAl+w2rdmsQliTHKx7Cuc7nqlXOfFtX2TVtefR3JTf6++dEEKI5w8HyQA5Lx0gZx1aKQxpq4iRlhE+fPOOu7nw9SdP5uoKIYTYDRNRGXzyySc3BsBtzXXXXbfFbSeddBL33HPPLr3ORJMweAKE9TWNMLg/zibD42KHHRP8ps2D03YQkDSF2CwQVmMC4WA0EFZpIJz1IWwEwooqkCOmgk9OQ4mRAXKQ0zCMopjenk8rrSwRzkKc9hWOncZqRWQNTsfEzmBxhC7GKEdW+WSVv/2ph9EfoevF2OA4aPsK2pNKYSGEeD7o6y6BptEmoiWb5U1HLeLoA2bh+Zr7Ozr549p13Hj/A7v0vJ3DJTqHS1u/M4CmbIa2XI6Bco1SNSSyFpX+heJrTRyl7Ze8tCrY0FhP5QGeIvTA+PDqc77G1y/6exYfMX933wYhhBCbWblyJV/4whfo6Ojg8MMPZ8WKFZx44onbXP6GG27gsssu47HHHqO1tZXXv/71XH755ZM6LGeczY6CPeMwnkrOPnFJEDzSKuKXf3tMwmAhhHgesmjsDip/d3T/vkrC4AngzKONr7uiPMo4vDj9hBmFTXPURjAcq0bvYA1Y5VBqs5YR0WggHAKZcYGwAj9m5LOJrEt6W2WBCpBLb88AZTLkSCbkGqtBq9E+wkZT9CKM9SiqCOMUBa0wGAyWmJgClhhDjgBfedt/I6I7oHsJ1luctI+QQXNCCPGc1tszlLSJIPkgcfaUZh7r7+XGBx4gMqN9ExVw+KwZvHTugbQX8+T85M8JgyO2llocUY1jymFINY7xlMY5R2QMlTCiVKvTW6nRM1xioFZnuB4yXA+TJw+gEARktMdguUZobVId7CUDU5UZbRthx4bCflLBZQPNOV/4Ae8+6cV86H2v3qvvnxBC7Ituuukmzj//fFauXMnxxx/P17/+dZYtW8ZDDz3EvHnztlj+9ttv593vfjdXXnklp556Khs2bODcc8/l7LPP5uabb56ELdi6cSc8Bg5s0ppIpT2D0ckQuc7yNj7MFEII8ZxmnMLsoPJ3R/fvqyQMngCKrsbXnVEeLwQdOVw6KC7p9wBmZJgcaW/EtHPwVltG+GMCYaUJ47GBsEorhA0jifBIMOzSuuPGdTo61zgNXoQxiiZPU7aagtYMGUVRKwyKAkkbiZxSWB2TcQ6LI0qrhDPKI6eC7VcJA5h7k0Fz3qEw5Wq0f+CeeJuFEELsYb3dJZyX9OJ1ATzc2wO9yX2zW5o5YeF8lhw4BzT8ecMz/P6Zp+gulxmo1Xb7NXMFnyn5PK2ZLLUoZmP/MOUopIJq/JWS9TyiyOBsMgFekQxKVSoJiY0FFY9UCifrf90df+GPf1nLTV86+9m/MUIIsR+74oorOOusszj77OTf0xUrVvCrX/2Kq666iksvvXSL5e+8804WLFjAhz70ISDpl/j+97+fyy67bK+u9/ZY7dBjB8h5oNxIr2CX9rRPAuHIszjndnzMI4QQ4jnFWI/Ybr+I0Vi7l9bmuUXC4AmgbHKaLcDGehM6dqg4+duCdHAc6deGkWFyoBkTCDPSNXhkAWAkECatEI7HVwjXIyAAl6bMLn2RpJ1J2ivFSwbJKU9TihVNfhIAN3maklXkFZTSABitiJyH0x6R8ShqQ0ycBMKbVQkHaid+lcyj0PMqrDogqRTOLNpzb7oQQohnrb+vhEvbCAHMbCry/qUv46BpU3ist5fb1q7l5t8+RGi2nK7uKcXUQoH2Qp5phSLTCgWm5PNorSjXQwZrNQbqNfqr1fRSIzSGWhzTMTxMB+lgOQ88XzE1X0A56CtVqNk4mfyuFZ5SmDjZwzkv7R9sk3V2IwPmPIX14JH6EEvfcyW3fO1c6SMshBC7IQxD1qxZwwUXXDDu9lNOOYU77rhjq4857rjjuOiii1i1ahXLli2jq6uLH/zgB7zxjW/c5uvU63Xq9Xrj+6GhoT2zAduSHn952gAKYzXaOoxyyYBSB2iH0w58xZ+eWs/LF25ZBS2EEOK5y5AUOu5omf2RhMETwHdR4+uNtSLKgBe6ccGvUmq0d3CYDpMjDYSVSyqf1EhVL41r5YONNXrzQDhSZIMkEM4FirohqSx2gK+SgDgNgps8TSWOKfiKocZguYiCTl4p45IgODYeTZ7HsNUUlcbYiIJyOG3IuCSszjiDURAoQ15l0DvzibnbAH1vxqqp0HI5On/CHnnfhRBCPDuDAzXIgSOZst5czPKdB+7j8b6+ccvNa2vlVQcdxMsOPBDf09TimMGwxsbhYTYMD/HM0BB3blpPZ7mEHTNgIe/75P2AXNbngGILGc8j0JpAe/hKU66HbBgcZqBapbtSTh6UDpHLeB4YiCKT3qZQLgmAnaXxtRoJhT3AV5R9x0kfXsnnz34Dr10qH0IKIcSu6OnpwRjDzJkzx90+c+ZMOjs7t/qY4447jhtuuIEzzjiDWq1GHMe86U1v4itf+co2X+fSSy/lM5/5zB5d922phVHyAaOy+J4DHDZSuEw69Fu75EPGtIDHasfX77hLwmAhhHiesW7HA+LstmfB7dMkDJ4AY9tPdVSb0KHDi1zjE2hU0iLCMWagXDwmEE4D1ZEqYUhOi4XRYNiyeSBsqEce2QCqEeQDqBnIeT7V2FDwoWoUBU8xHCuafEU5jsl7MGwUBZ30F86mK2SspqAtg0bRpBXDqLT38MhwOUvsYqyC2MXk0RgsWXwyKti5z1ZcHwy+DzuYg6bzUcX3yulXQggxiYbLNWwxac/gAni0P+kR4SnFMQcewKsOOogXTGvnoZ4ufvXk41z74K5Nxa3GMdU4hh10lfCyimmFIgU/IIoMPeUK9SgGQAVJdbCzYE2yb1Ve8v1IhbAaCYX99L5A8bHr/5fj/u8vXPWJt+/WeyOEEPuzzf9G317bhIceeogPfehDXHzxxbzuda+jo6ODj3/845x77rlcc801W33MhRdeyPLlyxvfDw0NMXfu3D23AWNs6B1MC29Gb8vULPWih8Zh9UgfPwde0jpiTcfGCVkXIYQQE8c6jXU7GCC3g/v3VRIGTwA95g+LTdUCOnLo2NFISMfcb0cqhEe+Z6Qf4mjvYFTST2JshXCy7OaBsKUeJS0jqpEiH0A1VuR9KMdQ9BWlGJr8NBD2oGIgNxIEp20kjNE0eZaSjShoxbBV5JLGxsQubRdhIgoaLDGZtL1F6AxWKaK0SthTO/sfVQ1K/w9X+jwu+2Zo/Sxa53b8MCGEEHtUpVLHadX4AHJuSysfO/F4ZjQXuX39Or7/yIM8urp33GOKQcABzS3JpSW5bsvlcDiqcUQ5ioidJbIWYyyxTb6OrWl8XY9jymFEb6XMusFBhsOQTWMH9iggA01BBmcclXqUhMC+QgHWplVcFpRTjQph5dIK4Risp7i9cyMvP3cFv7niAxQL2b31tgohxPPWtGnT8Dxviyrgrq6uLaqFR1x66aUcf/zxfPzjHwfgqKOOolgscuKJJ/If//EfzJ49e4vHZLNZstm98+/yYx09oB1qbM/g5nSAnAZMcu20arSKKI8581MIIcTzg0Vhd1CquKP791USBk8AhWWkPnggzOHHDh0mR6ZOK1xE+mkzoBwWlQ6RG30OC6DG9g7esmVEstz4QDjwoBZDzodqCLkAqjHkfUUpMjQFilIcU/Bg2EBBJwVagSMNghVNnmHQRDR7irINyagAGGkbYRiyEUWlKFvIKAXaEjtDTkHsIvJoLHUC55HTmV34T8tB/cfQ9WOsfxS0XokOJqYiQAghxJZqkcFqP5miriCf87nsT7ezfmiwsYyvNUsPnMspBx3Coe3tDNRrrB3o58mBfh7u7+YXax+hr1Z9VusxrbnAlFyerOdjrWW4HtIxPMxwVE/2mEGyV8x6HtUwRqV9jhUKZx3KpN87lfYQTtosuUAxHDiO+9jX+Pw/vJ7XH3fYs3zHhBBi35bJZFiyZAm33norb33rWxu333rrrbz5zW/e6mMqlQq+P/4w0/OSAT7OTf75uE909qZt+8bc6EFQdURZhXIu2X8olwbCYD3H+v5B5k5pnbT1FkIIsWuMU5gdtInY0f37KgmDJ8DYX6VSPcPUyKFCm/YJdo2FnBrtRQVgR85ISltJ2HRBrcCqzQJhBS5OHzcmEE5nyFGLRyqEIR8oqmlAPBxB0fcpG8iPVASTvKg1irynGYpjmn3NkAnJq0zSNsJpitoyaEKatKYEZBxJEGwiitrDEpJEv47QxRSUIrZVsiogszMD5saK74feV2PVdGj5LDr/6l17vBBCiF0Wxjb5oDJtE/G3gR4Acr7PSfMW8NqDDmF2cxP/t24tK+/7ExtLw9t8rtnFZg5qm8Kc5pbGftExGgRY57DOYZylFEZ0lId5ZmiQUhTSU63QU62Mf0INvq9pz+Wpx4aBao2KiZI2EB6jg+XUaBDs0iovZRXKA+uBTkPhj33/l9zw23v59iffteffSCGE2IcsX76cM888k2OOOYalS5fyjW98g3Xr1nHuuecCSYuHDRs2cP311wNw6qmncs4553DVVVc12kScf/75vOxlL2POnDmTuSkAPN0zkPYMBk9ZnEuPp7IW0iIdNTJITiWtIpyvuOy3v+Mrp71pktdeCCHEzpI2EdsmYfAEcs4RRRl0ZNFhMqk2iXQ1So38ATKytIIw+cpCo5dwIxBmKxXC/lYCYZcEwj5QT4fLVSPIBS6pEPaSlhF5z6MKZNLnt05T8BSV2FD0NYNxRJOnqBISWyhqzbCNadI5hm2drMqA1sTW0KR9hm2NrAoaVcJ55THsIrJOYbUicoacyuDtak9g1w2DH8AO+pB7G7RcIC0khBBigoQuCYNHPiCf19LKBce9glnNTfz66Sf48j2reXpooLF81vM5eMpUDm6bykFtU1jYOoXWXI6KCVk72M/DfV08OtxNLY6pm5iaSa/j5Ouxw+UKfsC0lgILs20U/ABfaZyD0BjKYcSGoUEG63U2jR0sR9KmIowNYTxmsBxJP+FGD2EHyqSPsSoNhRX3DHax5F+u5OefPovZ7S174R0WQojnnzPOOIPe3l4++9nP0tHRwRFHHMGqVauYP38+AB0dHaxbt66x/D/+4z8yPDzMV7/6VT760Y/S1tbGq171Kj7/+c9P1iaM09E/DJkk8PU9g1IQ9StMk0KHDuspcMkgOca0ivi/p56a7FUXQgixCyxqxwPkpE2E2GPGBJ4m0nh1hw5jkvORSC+6MUiuMUSOZIItjB6IJyEw224ZsXkg7CcVwulNo60jRnoJAxmdXqclxjbtFVyKFc2+ZjiOKfoZSiZtEeEphoymxfMZtnVyKkPSNkLT7MGQraW3xUTG0OT5lF09qRJWishGFFSAoUbG+WR1Jo3Fd0UMte9C7btY70XQ9v/QgZzeK4QQe5JRDqtJzj7B0ZLL8sU1t/N4f19jmZzv8+r5B/PGgw9lRlORJwb7eLi3mzu71vGtv61hMNzBdLhtqMQR64YHWTc8uM1lvKxiRr5IVvsM1+v0VqqjrSPScNhTiji24KXtIUYqhL2kQtiM9IT0FNYHk4HX/Oc1vG/pYj56+sm7te5CCLGvO++88zjvvPO2et911123xW3/8i//wr/8y79M8Frtnp5KGXKgtW0ctmVqjmqTIrCOuudQ2uHsmFYRHpRViLUWrffPKjIhhHi+MU4T76Dy10hlsNhTxn2uEClUFKPqMXpcGEwSCKcMaZfhsUFy+mSapIXEuAphtZVAWKXhc+CwpLnymMy1HkPGU4SM/OAVjqSSqmoUBU8xGEOLrynHIVkdJC0ijKbFMwyYiGYvS82FxE5R0I4BE1LUOaBO5DTNGoZMjZwKQBsiZ8mrgJKLyDiF0x6RrZBTGQLljXnHdiEcNn+D3rdgKULxA1A8C629HT9OCCHEdhmV7HSc58CHB/o2AZDRHifPX8gbD3ohc1qa+eXTj3Lxn35Nd7W8xXP4SnNw21QWTZ3BoqnTmd/SlpwpYy2RM9TT6uBqHFE1MeWoTmhNemIuxNYRGdNYphxGDNZrbCgNMRjW6aiMaU0RJFctmQzKaQarNSKb7NdU+j9nk/7HzgNlaVQLOwsqphEKf/Pue/jhnx/kN599P/lsMNFvtRBCiEkyHIWg3LjiFDfToGoKlwMVO7RyuJFWEdol+0YffvbXR3jzkYsmce2FEELsLGkTsW0SBk+0GKY05Wkv5Fm/ob/RD3iLQFgl4W/SQlgx8uto0uuttowINguEo2RAjonAD3QjEG4MnUvLjRtBcHqHdYqCbynH0NRoEZGhbiOMg5ynGYgVrb7HsEnaQeS0YtgamnSesq0RqAxN2jFgQ4oqD9SIjKbJ01RclQAFyiOydfLKxxESOk1O5/HSLdt1ZShfDuUvYv3F0PI5dObg3XwuIYQQzkuC0pFPNecUm/nosSdw5PSZ/Gb9E3z1gdU8mvYRBmjJZDmifSaLps7gsPYZLGyZQuhiHurr4i89Hdz4xL08PTywx9ZvWlOB9lyBjPapxzHd1Qr91Wpajawaf9VktUcUW6xNdnRKJ6f8Ou2Sfd9IMOyNCYV9RU8c8ZKLv8onXnciZ77qmD223kIIIZ47qnGUhMFjj/81ZEuO2hRFYByhTtpEKM+lVTsWtMdX7lgtYbAQQjxPWLcTbSJkgJyYEEYxpTnHF676Rz72zqt5ZmMaCMNoIIweLSdWIwPiksFx6DGBMKOBcFIYvJVAOE4C4XgkEHaA33ihNBhOguCMD3WjyHkqDYIDhuOYprRFRFb54EElVjQFHgNxSJOXo06d2ChavAzDjRYRMGgszV6BsqsSuAxFrRg0NXIqCzomTvsGOxcSOkVBBxhbJoNHVudQW4TCO1sx7CC+B/qWYVUR8meimv8Zla6XEEKInWO1aoTBDsfcthZ+8MQDfPT2XzT+Nc56Hq+eewhvOXgRBzS38FDfJu7r7eBbj/yZv/V3YbYxKb4pyNCaySWXbG7060wOX2sqccRwVKcchZQal+T74ahOKQrprVforY8fLKeCpBq5NZNDo+ir1qibONlppjvckR7C2JE+kArn3Gi1sA82dmijcD78x//9gf/63Z/5zSf/iSCQM0+EEGJfElqTHn45tLK4WOE8Be0GjEJlQUUunfGSVgd7yVkza0v9k736QgghdpJF7bAnsPQMFhNCRYopbQWmTGvmizd+gI++fSXPdA6mLSMULjlEBcaXpicB8FYqhNOlRw9vdxwImzg53XckCMYl1VP1SJELFLUY8r5iODI0BQHDcUTeC6ijMEbR5FmGopgmP0vJ1MmogIKnGTCGFq9AzVWJXIYmLwl/8zoHqs6gtTTpJmquTGR8mrwcVVfGR5FXAUO2SpaR1hFlsipLpvER/Wj0vUttJFwZKlfjKlfjvEOg5RJ09tid/4EJIcR+zHlJGOy0g8BxZ/f6xn3HzjqQtx5yOIunz+aWZx7jP+75DetLW/b3nZYr8uJps3nxtDkcPnUmTZkMdRvTWyvTVSvRXS3RlV4e7++iu1qiFId4SuFrD19pPKXxtcZXGj+jmZ7NMd9voTnIEmgPZ6EcR/RVK3RUSoQmHg2JdXLSTUZ7BMqjFEbJoDqPRl9hNxIMp7uakWphlwbDLoCOsMqRn/4y/3Hqazj95UdO+HsvhBBi74h10j5IKUfGN8lx0oYc9RmGzKAjbFZ4WJz2wCYVwk478BzGd2waGmZmS/Nkb4YQQogdkMrgbZMweIKpSDFzVjKhvK29iS9+77zRQLjRKsJjXNiZ/i4aBS6tAvYYHwiDGjNMbrNA2EuuRwNhMLFG+RC55PYwhqyvqEWQDxSV2FDwFcNRTJMfUDVR0tPXg6FY0RpoSnFIzssQoohjj7YABk2VnMqS0xFDxtCki1RthZAMLb5m2FYIyNCkYdDUyakcOR0x7GLyKgOESesIncO5OpFT5HQRr7G1Y7d8V3sLPw79Z2LJQO4UaP4E2pu2848XQoj9jPXTgDQ9UJ6azXPWEcewbMGh/LV/E99//H4+8af/bfxLXPADjp42m6PaZ/PiabN5Qds0OitD3N3zDKu713LVI7dTM/H2XrLBOIcxMfVdXWkPAk/RmslS9LNY6+iqlKnHMSExykv2jzr9gDUyNunJ5Bykw+WwaS8ml7TKsL5DBwqXgQtvuZUVv/4jv/23s8kE8meTEEI83xnlQDm0do1xLX7oqAO6xYBTeB7EJhkkp7QC5UA7nOf43P/dxpfffOqkboMQQogdkzB42+SoZoKpWHHgge2N70cC4eVvX8mGTYPj64HH9A8ey6Z/pWwei+rtBcJsGQjHscb3FfWRIDitCK6EhkIGyrGh4PuU4pic54NWWKMpepaBKKbFz1IzIb7yyXuOviim1U8rg41Pq59h2FbJqCw5FdEfG5q9JqDMgLW06GZqrkRofJq9PFVXxkOT1znKtoKPoqALGFsiwCOnCyhGQoSxW7+rQqj9HGo/x6p2KPwDFM9G6+xuPp8QQuybnKeS4XFpK6KXzTqQTfVh3vrL6xkKR2PapbPm8bZDjuKlMw7krwObuLt7PV9/ZDUP9Xdu0Sai6GeYVWhmeq6JGfn0kmtiaq5AoDWRNUQupm4MkTWEJvk+uTZExhA6S2wMsbXUjWE4qjNYr9JTq7CpNkxsHf1hlf6wmryoBi+TVAcX/SyVKKIaxcQu/fyVpD+/tTZtHbFZMOyBtaOhcEdY5ojPfZmPnXg8//RqOdtECCGe19KqYK1G91dmQR1vU4Bph2DYEeUUnnM458a1isCDW596YvLWXQghxE6TMHjbJAyeUAodKw6cP74ata29iSu2FQijcWpMBWz6eznSx2QkEh35FHtnAmE8iF0aCEcQBB71yJINoBpZcgGUQyhkFJU0CK4Zg2/T9hExtAQZBuOQgpdU85ZjS3OQYzCukdNJZXB/bGjxioSuQuwCWrw8w6aMT5YWXzNoK2TIUdR2TJVwTMnWyKgMYBmyZXIqAAWRHSarcmSUh0q2euxW7R7XC+UvQflLWO9gKJ6Hyv8dSu2f/wAIIcRYdmSAnHbgO3618ZHGfXMKLZx+yJG8acEi/jrQyfeeuJeP3fXTLZ7jgEIrx0w/kGOmz+XIqbOInWVDZYBnygOsLw/wt6EOft05QEdlkNjt7gDRUYGvmZrJU/Qz5LwA5RSlKKKzMkxoYsIw+SBRp3/x+EpjLcQm3bPqZB/aCIJHgmEDaLA+ySnEWfj8Xbez8o4/ccuH38eMlqZnve5CCCH2PuuRtBQa++e/hkzoqKLwcoaIpFWEUQqlHdpzGJu0iqgSY6zF0/vnBHohhHi+kDB42yQMnkCOZEL5nLlTt7ivEQifsZINXZsHwoDSuMbctyT8HBsIE4JN56PtKBAe+TqOwAsgSnsJ1yLIBYpqBLkAKqEhF3hJEKw0eFCOFc2BZjCKafazVExIoAKKnmEwMjT7eWq2RmShNcikbSNy5HTIgDE06SZiSvTHjlavlZAhYgstXis1N0RoNM1+G6EbJMJR0M3U3DChg4JuBlclcoqsbiJoVAn70Ph6N3sLA5gnYOijuKF/xQUvheZ/QWdeuvOPF0Ls01auXMkXvvAFOjo6OPzww1mxYgUnnnjiNpf/3e9+x/Lly/nrX//KnDlz+Nd//VfOPffcccsMDAxw0UUX8aMf/Yj+/n4WLlzIF7/4Rd7whjdM9ObskDEWp1XyT6mXnDrrK82y+S/kbYccxYxCke8/+RfO+O23GRipwAUObZ3OS6fP5Zhpc3lx+xx6whJ3dK3lFxse4HP3/y/RdgLfQHscUGhlWq6JQHmNPsGe1gTptZ/eXjcx/fUK/WElqQKuV6iaiMhZeutleuvl8U+uwdNJZXLRy2KdY6Bep24MKND+aPuI2Nik6suOCYY9BQacU+ApjHGoQDEYhSz92td51ZyF/Nd7/r8J+EkIIYSYSC5tD6FxgMPVQWUVzIvRvQG2BfyaI/YU2qX9glVSIew8h/MdN/7lAf5h8dGTvSlCCCG2wziFctv/4M5IGCz2NOdAR4pps9q2en9bexNX/s8HueDd3+DJp3s2axkBI92Bx1YK73Qg7G89EDYReGnrCM/X1CJL1k+C4awPtQgyngLP4Iwi5ymGQktLJsNwHJL3AiDpI9wWBAzHNbI6g9IR/ZGlzR8ZGBfQ5ucp2TIeWZo9xYCpklV5itoyYGrkVJG8ihiMa2RUjqKGsi3j45HXGUp2mABFwWumaocJ0eR0Kx61dIuy0OguOTYg3sVQGAPRndB3J5YcZE+CpvejgyN24TmEEPuSm266ifPPP5+VK1dy/PHH8/Wvf51ly5bx0EMPMW/evC2WX7t2LW94wxs455xz+M53vsMf//hHzjvvPKZPn85pp50GQBiGvPa1r2XGjBn84Ac/4MADD2T9+vU0Nz83htDUKiHOT4fHpd6y4HBOmDufrz18O38eM0xuTqGFtx30Yk5beBRDcZXVXWv5+YYHuOQvP6cch+Oed1q2yPymqcwtTuHAYhsHFtuYU2jFBwbjKmtLPXTVhijHIZW4TjkOGYzrVOKQcvp9Ja7jgLwXkPMCCkGG9nwLWR3g62TgnEr3j7F1DEch3bUyXdVS4zkAUMk+UKHIez7VKKnu0t7IfiMJgp0DZ5NheqRhMDa9zVO4AH7d+yQv+M8v8s3T3sJJLzx4Qn82Qggh9qCk3x5KW3JejMtC+HAOt8iQiRw1FJ62xCg8ZbFKozQozyUDSD246k93ShgshBDPcVIZvG0THgZPRGXVihUruOqqq1i3bh3Tpk3j9NNP59JLLyWXy0305uyS2IGOoLk1v81lWqcWufJ/Psgl7/8W9927bssKYXQaDG8ZCGvYIhB2JCF0Ixh2yWOdc4zcauLkdFkTg/Y09RgCj8Z1iMVzjqwPlRiKgWYwjGkKMlRNhK98Cp6lLzK0+XnqtkZkfZoDTX9co6DzoGv0xoZWvxnjhhk0jhavlbobIjSKKX4bNTdI3WnavKmErp/IOJr9qcSun2FbTyuDhxk0Q+RUnpyCsu0nwCenm1CNIDgHjYA4AKLR945dPQW5BvVfQf1XWNUE2ddA8Rx08IJdfB4hxPPZFVdcwVlnncXZZ58NJPudX/3qV1x11VVceumlWyx/9dVXM2/ePFasWAHAokWLuPvuu7n88ssbYfC1115LX18fd9xxB0GQfLA2f/78vbNBO6FcquF0GoAqh/Icqzr+ys0b/gKApxSvnPMC3nHwYuYUmvneU/dw2v99c4uK3LZMnpdPX8DSGQs5pn0uoY1YW+5lbambtcOd/HbTAzxd6iN2u94HvhTXKcU7P2IuG0BW+7QEebI6wDjHQFhjMAypmDpoRXKWr8NXmsiY5D2wCjyHS/sIO6twlkYw7Cy4QBNmHP/4i5uZ+b9FfvOBsyhmM7u8TUIIIfYu54NSFk8lFcLKh0zdUbegZsfoAR9bAC+y4Hko59Da4rSXtBbyLBurw5O9GUIIIXZAwuBtm9AweCIqq2644QYuuOACrr32Wo477jgeffRR/vEf/xGAK6+8ciI3Z6eYsL/RfzZ0Ch2D53vbfUyukOFz157NFz7+PW779UNJ+8K0MMuiGHm0cuMD4UZwPCYQTpdMY9CkQtjFDuUrXJze6pKIdHSIjiZi9JfBpq9dixT5QFOKDE1+QCmK0sFyUIoVLYHPQFwnr7MEus5Q5GgJClRsFc9mmBJoBuMqGXI0+Y5BUyOnCmRVRF8cUtDNZFWNflMjq5oo6JihuEpAjiY/oGKH0WiKupWa66fuoOhNATdMZAfIqiIZpVCNIHhsKDy2ang3h8+5EtR+DLUfY1Ub5N4AhTPRgVSACbEvC8OQNWvWcMEFF4y7/ZRTTuGOO+7Y6mNWr17NKaecMu62173udVxzzTVEUUQQBPz0pz9l6dKlfPCDH+QnP/kJ06dP553vfCf/9m//hudtfT9Rr9ep10fDz6GhoWe5dds22FtKhuNo0L5De1C3caMK+K0LjuCvgx1c+/gd3Nn9VONxeS/gmGnzOG7GQpbOWEBbJs8fux7n9q5HWfHwL6mYcKuvl/MCFjZNY2HTNA4otFH0sxT9LAUvg6cV1lliZ4hsTM2GRNZgrCV2ltgaos2uQxtTi2NKcZ3+sEp3tURvWKJuY7rr4w/aM+kOr+hlAc1wGGJcjNIq+VjVS/bj1qYVwU6NBsNpGIxN9rE20HREJY746pf5u4WH8pX/7017/ocjhBBiz1E02j40bnpxneyTTdQPqhPEjjoK3zmMcnjaYq2XDJ3zFNZLBoze39HJUbNnTd52CCGE2C4Jg7dtQsPgiaisWr16NccffzzvfOc7AViwYAHveMc7uOuuuyZyU3ZaVL+TkVy2bDy8cOfaFfiBxwVXvpPpn/8F3//2HY2g1wEGLwmE0yrf7QXCipFa2O0Ewr7DkVQKW9L6WaeJSXsjkhz0Zn1FJbQUM4pSHJP3A2omxrceBV8zEBlagxxVWyd0Aa0+DEYhBS+HUTV6IsfUoJnQDdMfO6b6SZ/gutO0+W1U7CA1PKYE7dRtH6FRtHnTiFwP/XFIszcV6GfYDpJVBTLKUTL9eECT107dDRI6RU5PJaBCEgR7JL/WW6sa3s1QGMANQPW7UP0uVk+F7DJU4W3gv0iGzwmxj+np6cEYw8yZM8fdPnPmTDo7O7f6mM7Ozq0uH8cxPT09zJ49myeffJLf/va3vOtd72LVqlU89thjfPCDHySOYy6++OKtPu+ll17KZz7zmT2zYTvQ31PCegqrbWOozqtnv4DPvPQUfvj0X3j7766jq5aEqhrFq+YcyjsWLuEl0+by14EN/GHTo1x07494fLhr3PO2BnkObp7BQc1J8HtQ83Tm5FsZjqs8MdzJo0MdPDq8jv6wTH9YZiAsE+1G1fDWtGYDWoI8eS9DoH1AUTeG/nqVvnqVsqkBCu3R2J/6yiO2ltiCUqOtIpwbGwqnLSOswhkLgcYG8NOOR/jFlV/k8688hb9/8ZF7ZBuEEELsWU45tAY95k945YPnx9QN6GkGXVLYDOjY4dLgWOnkgrbgKT5z22/44TveNXkbIoQQYrtG/nbf0TL7owkLgyeqsuqEE07gO9/5DnfddRcve9nLePLJJ1m1ahXvec97trkue7OyKgxXN8LgTWEWHW938XGUUpx9wd8xbXYrV122Khnmnt7n0DQOVcfky5sHwi4Y2xxhK4GwlxzQqgBccoSLdQ7tu/QxSa/EjK+oxVDwFaXQUMz4VOOYTHrEXIosLRmPwSgk72WAkP7IMSUoUDFVPBXQ5Cv6ojp5XSCnQ3rjkCavGZ8y/XGdZt2KY5jeqErRayVDhX5TJquaKGrHsCnjkaElaKJuewmdo6Cng+tm0PSSVQXyyqNqe6mjyHsz8NwQSeCbTd+FNAhWBXCV9I3y02VG3shdbCdh+6B6A656A6g2XO51qPzpEByJUjJVWIh9xeYf9Djntvvhz9aWH3u7tZYZM2bwjW98A8/zWLJkCRs3buQLX/jCNsPgCy+8kOXLlze+HxoaYu7cubu1PTvS0z3I6K7GgYJ1tV5e/cuvEqdD4NqzRd62cDF/P//FPDzUwQ/W3cXH1nxvXPWvRnHUlAM5YeYLOGHGC5iRK/LY8CYeHergb8NP89MNd7Ku3Jt+KLltOS9gSqZIW6bIlEyRvJfBOYdN91vWJR9sjlwbZ6nEdfrDMr31EnUbUbcR3fVoq8+fTTp10OTnyOiA0FgGwxrGWVAKP60OViiMHa0sGB8KjwTDDusrMBaT0Xxs9S/55O9/zc1vfyeHzZi51dcXQggxOZwGrRw6rQwOXEDoIuxBNfRDeeyhMYFx1AHfWaxKegg7p5JA2FM433FvT8fkbogQQojtsqhGm9XtLbM/mrAweKIqq97+9rfT3d3NCSecgHOOOI75wAc+sEXoPNberKwy0YONrzviJlS8K4PMEm95z4lMndbCpf92EzAaXSYNgTVqs6ccCYQVo3WvOm0FgVPp12kgjEOhcFEaCMfJJ+EmAj/QGJdUENdjS85XlCNDIVCUw5ic7xNi8BzkPM1AaGgNslRNiKd8mnzoiyJa/DzGVRmKHG1BM1Vbom592jM5SqaER8CUoMCwLaEJaPNbKJsBqnhMDaZTtz2ExtHmz8DYLvqjEgVvKlkqlG0fGp8mry1ZzkHBm0bghiibTfgE5Lx2tBtM3ghVBFcdDYJVEdxIf0uf5F2yY77fxSF0bgCqN+GqN4FqxmVPQeXfApklKCXzGYV4Ppo2bRqe522xr+rq6tpiHzVi1qxZW13e933a29sBmD17NkEQjGsJsWjRIjo7OwnDkExmy36z2WyWbDb7bDdpp/RuGsZ6gALtOTzf8WSpG4CXtM/lHw4+hmOnzednz/yF963+Fh3VwcZjp2aKnDDjEE6Y+QKOnbaQdeUeftf1MBff/z3WlXu2+nrt2WYObZ7NC1pmsbA4gynZIs1+DocltBEDUZmu2gBd9QG6agOU4kFiGxM6k1xbQ+xiIpu0koidwVOavJ/loFwzOZ3B1x6e8pLhcg6Ms9StYTiq01MbZiiqU4qrjHxw6Hk0WjNldEBkHaExKDVyitloGGydwlqFdcmHq3okGDZgY0stY1n2o/9mttfMrWe+l+bn2FwDIYTYb430xseS8yJUZAj/XIBj6wRTI+ox6FaDrnoQOHTs8FTSMkJph/YcRjuM5+itlGkvFCd7i4QQQmyFtInYtglPq/Z0ZdVtt93G5z73OVauXMmxxx7L448/zoc//GFmz57Npz71qa0+596srFJsbHz9TK1pp9tEbO4VbzyaKdObufCcawlr6Xvg3JhWEeONfJoxthFC0v4hWT75erNAOAQCsOlAuTgCP1DEsSXwNdXIkg88KpEh5/vU4hhfa/ChEjuaAs1gFFHwknLkocjSFuQZimtkdJaiZ+iPQpr8Ao4q3aFhStCKcYP0RDFT/SkY109fXKPVa8e6PnqiMk3eVAJK9MclMqqZZs+jYgao4mgN5mDtRoZMHzndRoaQsulBA03+HGLbRcl0klFNZHUONRL8qjZwg6NBsEqG0yV8kjd2JAgeO4RuF7hhqP0QV/shqDwuczIq/0bInIDShV1/PiHEpMhkMixZsoRbb72Vt771rY3bb731Vt785jdv9TFLly7lZz/72bjbbrnlFo455pjGsLjjjz+e7373u1hr0cnUMh599FFmz5691SB4b+vtHcJpcJ5j5CSHF7bM5LKXvolAa25Yeyefuf/H1Ezy7+OUTIHT5i/hNbMPY2HTVP7c+yS/2/QwV/7tp/SHo0PlNIr5xWkc2jKbFzTP5tCW2SxomsFgNMzDQ+t5aHAdP+14lK7aAP1haYcVwztSimt01wd3vKCCfAYC5dHk5wl0gHOOShzRH1aJXIgDAk+NeYgmti4NgjXOS4Nha7FOYawC3+IChTUWm9F0xAMc8d9fZsmUA/j+6e/A03IGiRBCTCrtUICnHb52kDW0uAxDtRA9K8Z/PEe8wCTVwZ5LqoO1wnMuOTZVLqm88S3/ftvvWPGGN0z2FgkhhNgKaROxbRMWBk9UZdWnPvUpzjzzzEYf4iOPPJJyucw//dM/cdFFFzUOsMfam5VV2pQaZUXra83oaPcPao982UF85X8+yPJ3fZ1yNe0BkbwKym25ndapRtXwuEAYGNsyQjmVXOukQhg/CY2TQNgRBJoosgSBRzUyZH2PWmzwdVIyZiNFIeMYjgxNQYaKifCsT1Pg6I9iWvwcoa0RW83UTJFSXMEjoCXj0R9VyaoCTb6hL66RU0WKnmPQVPDJ0epnKJlBNJr2YDqh7aY3jmnz5+BsJwNRHxnVQpPvU7N91HE0eQckAXG8kUBlKXpTCG0PoSmR1dPJEKHcQPqGTAPbkwbBKg2FR9qG+CQ/vJGWIpuHwrvQc9hVof6/uPr/Aj4u83JUbhlkX4Xy2nfuOYQQk2b58uWceeaZHHPMMSxdupRvfOMbrFu3jnPPPRdIPmTcsGED119/PQDnnnsuX/3qV1m+fDnnnHMOq1ev5pprruHGG29sPOcHPvABvvKVr/DhD3+Yf/mXf+Gxxx7jP//zP/nQhz40Kdu4ud7eMtZTjcE64FjQ3MoXH/oVf+p5srHcC1tm8a6DXs4JMw7mju5HueaJX3NXz+PU7WhfpGY/x/EzXsRJMxZxbPshDJsKDw2u46GhdVz/1P08VtpIaLfeRymjfaZnW5mRbWN6LrmekWul2S+QNokgshbj4nTAXERoY0IbEjuLcTYdNGcwzhDZ0UF0oTVUTZ2hqEpfWKY/LBE5Q3+09QFzCkXOyxJbRyWKsM7ia5XE1V46kLVRJawbVcLWKYxRSQsLo7CBZU1lHQd98wucOm8RX3ndqdJvXgghJkG1HuIUSa/4sadbvrwfbmuCk2v4s0LiUKObLLquRquDtcVYhfYczndYA//71COsQMJgIYR4LjJWo+z2CzHMDu7fV01YGDxRlVWVSmWLwNfzPNzIJ7WTzGO0b+KGyu5XBo9Y+MLZfONn5/Oxd11NR18ZXCZtFwGgRzsZuJEr1Wj3ONJaYvNA2JHe5qcVwjFJIJy2jIhCh5cGwp6vqcc2qQhOZqyT8aBcdzRlNaUoIuf5GGKGQ0trJstQXCenM2R0TE9oaAuKGFemPzRMzTRTt8OEkWJapo2aHaAeO6YF0whtD71xnSn+DGLbRXdUotmbRqBKDMQDeOSZ4jcR2k30RXVa/APQbhPDphOPLE1+O5HZwEDcSU5PJaccddtNCOS8efiuH2XT05X1DLBdaRCsQbUkLR+I0+/zY9pJpOdNNyqHx7aT2BkxhLfjwtuTn5F/FCr/esi+EryDJBAQ4jnojDPOoLe3l89+9rN0dHRwxBFHsGrVKubPnw9AR0cH69atayy/cOFCVq1axUc+8hG+9rWvMWfOHL785S83hp8CzJ07l1tuuYWPfOQjHHXUURxwwAF8+MMf5t/+7d/2+vZtzcBgBTeF5J9A5cj4htu6HgLSgXGzX8S7Dno5s3LNfO/pO7jybz+hOqZX8Jz8FF4xYxGvmLmIRS1zuLv/MX7XdT9feuyHDEblLV6vxS+wqHUui1rmckjTHGbmptAc5CnHFTpqvWysdrOh2s0jpcf4v+4eBsLhpOXRHpTzoeDlKHhJ32CtkkC3ZmL6wzJVE1E1VUARjPmLSaGwFuJGqwg1Phy2GuspTPq18RXWOmzW8vPuB/n5NQ/xrkNewudOPmWb6yaEEGLP29A7BB4oZceFwS6w5ObUqQ94qDaDv84nnuMI7JjqYKXwdHLMOTJIrqZiwjgm40t7OCGEeK5xO9EmQiqDJ8BEVFadeuqpXHHFFSxevLjRJuJTn/oUb3rTm8b1YZwsY9ego9ZEYJ79gev02W18/efLueTcb3HvX9aDzYAb+dGND8bNmLYQjUCYMYGwU+BcsowDGySVwi5d+ZFrEzm0rzAxKK2JoXHqbt0p8gEM12OKmYCaifGUR87X9IeG1iBHzdYJrUdbJsNAlLSNaPIsfWGdoldAqRrdYZ1Wvw3FMN1RiaLXSk7V6I+HyagmmjzNsBlCAdMzBxCaDfTEQzR7swkYYCjuxSNDW2Y2xqxnMO4gq9vJKkvN9lEDmvy5+LaHqlmHQpH3D8KzHSjbRdIYcybYzjQI9kBPSSuHy8n9qiVpLwHp97mk6rdhN/oMx/fjhu+H4cvAOwCXfS0q+0rIHINSwY4fL4TYK8477zzOO++8rd533XXXbXHbSSedxD333LPd51y6dCl33nnnnli9PW54uAbtgHb4nkWpZIjbOxa8jDMWvpTe+jA3rP0Dt216qBHKLmyawSmzj+KkGYuYk5/CnX1/42cb7+Ci+x+mZkfPrAiUxwuaD2BRy1wWtc5jUctcctrnr0NreXDwSX684bdsqHYzEJV2uJ4aTdHPUfBzFL2R6zx5P4uvvLQi2GKdJbZJdXDsLNYZImcox1UGoxJDUQWHo2JqVExtyxdSSVgMSf/gjM5gnKMch8TWgoYABd7IgMAxVcLpKWmNYNhXxDYNhq3GZBTf3fBnbvjWPbznkGP4zImvedY/PyGEEDv2yMbu5BBAjVYG26pCZyE4vI5aPZXaMSX82SFxGKDzFi/csjpY6eSsShtYVvzpDv71+FdM8pYJIYTYnCONv3awzP5oQsPgiais+uQnP4lSik9+8pNs2LCB6dOnc+qpp/K5z31uIjdlp40t8uyp5mnbQyXnuUKGS687h29+/hf84Lt3Jr/RLhitEIZGxXBSEZyEvbDlUDmFagyU04zmymP/I3Ajy3ojQXJSU+wcZH1FJbQUgoByGJFJJ+5UIkdz4DEYheS9DEpH9IWWKUGB0Fbot4ppmSbKpozGoy2TZzAu45FJbx+kAszITKNmeuiLY9qD2YSmg66wjyZvOjldY9gMooBpwXwi8zS9YRd5bxYFHVG3vWnriAUou5FSvB6Fpjk4CG2eohI/gSZD3p+PZ59JgmB80NPBdiRBMF7aTmLTaBCs2sH1jgbBjZ7DI0FwjpEBRImdbClhNkDlOlzlOlAFXPakJBjOnoTSU3b8eCGE2EMq9Qjr6eRzr/S2tx64hKOnzuZTf/keDwysbyz78mkv4F0LTuCItgNZ3fs3rnvqFv7U+7dxrR9m5abwyhlHccL0Izi0+QC66n08OPgkfxl4mBue/gWdtd6trkdr0MQB+enMyU9rXGZkpuBpRWQjKqbCUFxiMBpmMBxOrqNhNtU6qdsQMyYMtqRtI5xJvncWX/sU/Szt2SYyOsBXfmPInEPhnCN0hkocMRRVGIoqhDYktCGg0Co5Q2aEh0/dGJyXTCseO2jOjqkcNlZhncZaTeSnwXDW8J0Nq7n++rs4+9Bjuejlr97zP1ghhBANj3d2N4bHKSBQMTbW5B+bTemoTXiHDWHXZdDzYoI+iNrBdxajFD5jqoO1xWnAg28/eJ+EwUII8RxkUckg6R0ssz9S7rnQW2EvGxoaorW1lcHBQVpaWvboc0cbD2kMhzns1+/g0O8289NVH9ujr/GbH6/h8otvJs4GmLyPyXvYrMYECpNJLi5Q2EBhfRoXN+ba6aRNRPK1S3Jl7ZLqYO3ATwYjKC85DcrzHU45At/hsOQzYFxMznegDFpZChmHcYbmQBO7EE9ZWgNN6OrktSLQERbDlCDAuBLgmJopULcDgKM9yBO7fsDS5hdRbhBLTE5naPI0ddOPwjE9M4PQPA1AQTdR0DGx7QMcbcGBKLseR4jCoyWYi42fAMBTRZr9WZA+1lNN5L1ZaLshfWdzaQj8TPq9l1YOjw4FTELjPhpBr2oCV2e0t3DA+GF0Kr3YXfwpawiORmVPhuxJ4C+SdhJCPAsT+e/+3jSR2/GmUz7PY4sDKi+IKE6rkPENU7NZhuPkQ7BAeSw74MW8Y8HxKOX43tO38X9d948LgA/It3PyjKM4ecZRzM5N4Y7eB7ir7yEeHHySwc2qfjWKg5oO4IjWg1jUsoAD8tOZkW1jMB5mfWUj6yodrK90sL6ykc5a9x5vEbGrPOWR0zk85WMdlE2dahyNC4BHOJv8YTly39hKYWMVxmqsVRinia0mjjUm9ohDj7cvXMx/Hvd6+TdfCAHsO/uvXTVR2738Wz/jh+FDtM4aZt6UAdpzyT5O/WIegy/tQU811O4pEh+Z/G1fK/m4nCKsexilCWMPY9Pr2COua6h4rH3/x9Hy77YQQuyWPf1v/sjzHfX9j+EVtj8/zFTq3P/3l+93+1lpbjRBnHOEUYbm/J5/i1/9liXMPXg6H3/vNVQqUZI9WpKEd0w1cNIqQjVus+lt1pEUw5IMt8FP2xv4SUWU8pPBcipIKoSVD3EEfqDSwXKaSmjJBclgOU/rpI9w6GjOaIbH9BHuDx1TMnmqtkbdekzJZOiPamRVjibf0hdWyeo8Bd/RG9XIqAJtgWIgLuERMD3TRtX0ULOOaZkDqccb6Qq7yXvtNGuo2F4q1jEt8wJM/CQD0QY8lWFKMI/YPM5g9BQZ1U7eK2DMegaiJ8jo6RR0AWM3UIofx9fTyOsWlO1Ig+ACeNPArEuDYA36ALAbwHYnb6aaBlTAjYQbOVCZMcPoGFM9PBJgZGBMT+ntt5WwEN2Li+6F0pWgp+Oyr0BlT4LM8SjdvJu/PUIIsXWhdVgNaEvGMwSeZTiu0hoUOH3esZw+71jWV7v5+hO/4E+9f2s8bl5heiMAPiDfzp/6/sp31/2Su/seJnajZ0gEyudFLfM5ovUgjmg9iBc2z6e73ssDg39jTf893Lyhg47aJozb+odnGR3QFrTQGjRvcWn2i+lBuCV2McbFRDYiTq8jGxG5kNBGWGeSwW44jHPYkaFzWIw1jWFzFVOnEtcYisuU4irGxZTN+N7HuTG7eF/5xDFEJFPnGyEw6SRjSCqDG60kkoEV1o1UCntEWc3NnX/if25aw0nTD+UbJ5+G/xxogSWEEPuKjf2D0AJaJy0fRpiTnyH84TRy7xwke3SZ+NEmOCQkiCHEESiLQeGr8dXB2lPYjOO6+9bwvsXHTOKWCSGE2Jx1CrWDnsA76im8LStXruQLX/gCHR0dHH744axYsYITTzxxm8vfcMMNXHbZZTz22GO0trby+te/nssvv5z29vbdev1nS8LgPWzsr5GNFFOaixPyOoceOY9v/e/HOP8dK+nsq6BcgHEeOK8xCN42Bs2NBsIu/b+RP320S1pGKDfaOsLFDuUpXJgEwjYCHSji0OJndBoIe9Qi0xgsl/QRdgzVDcVMhpqJ0MqjyVf0hRFNfhar6vSGlqmZInVbJowUM7ItVM0QYeiYlp1CxfTTFVpmZqdTM910hiXag1lY20NP2EtGN9HqZamabqrGMT2zkNg8TU+4gUC1MCVoJYyfoid8hoJ3AAUdE9pNhHE/Rf8gfDdIaLsJLeS9BWRVjdj2MGx7CLy55FSQhMJmHdAE3nQwa8GuT95HbwGYjeDSQXRqStIbxPaBq5EEx9OS0NiNTKcvkMTz9TE/wexm3++grYTthuoPcdUfAj4ueAkq+wrIvgL8F0oFmRDiWYudazS+V2kfxaXTDuXSxe/gz72P8IkHruNvQ0mrCI3ipBlHcsa8kzikaTb3DjzKD575Dat7HqBmRz/0WliczSumL+botkM4pGkuvWE/Dwz+jdu6b+erj1/LcLzlYLm8l2NufjZzC7OZV5jD3MJsZmbbqdsafWEfvWEfvWEvvfU+1pbX0xv20R/2N/raT4Ri+tdSoAKyOounfTQ+sbNUTEg5rmGdRXmKpPP7+CphM6ZC2DjdCIiT7xUZT2NdjLFJpXBkIu4qPchhNz/MQbnZ3PSaf6A1V5iw7RNCiP1Fb72atIlQoMfsN3TR0vayCsMPZAmOrJNrjahG4LXF6GEfm3f4dUvsKTwszimMVo1Bcl+5504Jg4UQ4jnGuZ3oGbwbhxA33XQT559/PitXruT444/n61//OsuWLeOhhx5i3rx5Wyx/++238+53v5srr7ySU089lQ0bNnDuuedy9tlnc/PNN+/6CuwBEgbvaWNDuVAxe2brhL3U1OnNfPMXy7nk3OtYc986lM2CA2X1aJXwyC92GgrbpPvDaCDsJQf1jpHewA48hcOhdFIhjA82SiqG49DhBYoocmitiVFYZxt9hIsZPa6P8HDkaAlylOI6nvJpCRR9YUjBy+GrkE31Oq1+M4oy3fUyzX4LSlXYVC/T5LWS0yG90SA+GaZnplIxXXTbkGnBPEKzge5wE1ndypSgSC1+hq5wEy3+AjIMUjG9VIxjSmYR2Kcox08DjpbgCDBPUDVPUQWagsPx7QYis54IyHiHkFUGZTvBlJIhcnoGmMfBPJW8n95BYLvA9SfvrWoG1ZpUFtuuZBk9IxlE50bCDg2qDVwfo0FwJv3hjA5aGj+UbmtiiO7CRXdB6XLQM3CZ41HZEyF7HEpP3b1fKCHEfs14yckkyhvZlTkynuPsu65kQzXp75vRPm+Y/VLOmPcKKqbKqo47uPjBvzAcVxrPMyvXzskzXsIrZ7yE9kwz9wz8lf/rup0vP/YIPWH/uNfM6SyHt76ARc2HML94AHMLs8nrDOuq63mq/DRPlx/n9p7f0FnbtMOw11MeTX6RnM6R9bKN66zOkvOyZHWOjA5wgLFR2ls4TiqJMZjGsLmY0IZUTY1qXKNsKlRMJfmX2kVEJtris7vcmOJdhcIjoF6LMT5jegmPxA6j/YTNmIDYOtJrjbGK2GpMVtMZP81x//v/KOpWbnjFu3nBlOm7+RMWQggxVK+Dcmjl0Olhm60qVODwX1SCH03FHRriz6nj/a2IPTgi8Cx1NH5gMbHGVxajNJ52Sds96+iLyskZllKgIYQQzxkubdW2o2V21RVXXMFZZ53F2WefDcCKFSv41a9+xVVXXcWll166xfJ33nknCxYs4EMf+hCQzEt7//vfz2WXXbbLr72nSBi8h437NYoVB8yd2CFgmWzAf157Ntd84Rf8z3fuxLcZrPVRDlR6oIlTKKsagfBIdTBjZtAlVcTJ0Dnr0kph3yUDdWKSXsIk1yZKwoKRUXTK09RiRz5QlEJD3vcJjUFbKGYUg1FEwc9gXMhA6JiaLVAxVTQe7dkcg3EFj4Bp2QLDcQmNpj3bSskMUjYwOzeTcryJjnAoqRJ2vfRE3WRUkbagQDXupLNeoz04COU2MRQnYezM7GHUo0foD9fiqRxTMy8giu9nKHoYrbK0BEdjogcoRX9F4dOSOQoVP0poHicEssFhZFwFZTeBGUqqgL2ZEP8NzJPJD8A7KGkNYXvSSuAceAekLSbSUFi1gComA+pcX3pbGxCPaTNB2laizPggeCdaS9guqN2Mq92c/Hz9wyF7Iip7AgQvRqlgt3+/hBD7D6PBeQ6lLVpZckHMXf0PAdDiF/j/5h7HWw44jmeqm/ja499nTf8jjcdOCZo5acZiXjnjJRxUPIB7B/7KTet/yj39D45rFeErjxc2H8SRrS/kyNYXsqBwIE9VnuKx0uP8sed3PF15mu56z1bXr9lvoj3TztTsVNozU2nPtNOenUpb0IrCUjVlhuNByvEw5bhEKR6mEpcomU30hyXK8TAVs2Ul8o54Clp8RaAzBCrAUz5aefgqAOVhHYQ2pmbqaTsJi8Xg51RaaL2dXsJjQuKxlcPGKeJ04Fw+0ERZTWxCTr99Bc7k+dRRb+TvD1q8y9sihBD7u7o1KAVKJfs6Txlc2af0x1aa3zxI67IBBv/YTnDyELn5VcrlAF20eAMepikZJhdpD88l1cGxUiitwLfc+OBfeOeRL57sTRRCCJHalTB4aGho3O3ZbJZsdst+w2EYsmbNGi644IJxt59yyinccccdW32N4447josuuohVq1axbNkyurq6+MEPfsAb3/jGXdmcPUrC4AmkQsX8Qya+gkcpxdn/+nccfezBXPLh7xJZl4a9GuU0yoEZkx9ap9BBcng6coiuvZHWEUkg7EgqiJ1PEhpDUjKGTcvok37Dnq+JnSPjQyU05AOfahzja4/Ag1Ld0ZzNUolDtPIo+oreekRzkMVSp7se055pom5LbKpHTM+0UbcDdNertGemUrN9bKwN0eq3E+hKUiWsMszItFOOO+kKB5iWWUBsOumNOvHQzMy9kEr0CJvqT5HT02j1C9TjtXTXHyXvzaXJzxLFjzMQPkhGT6fotRPHDzEY3oNWTbQEiyF+gHr0EHUgF7yYwPWhbDfE/aDawZsN8UNjQuGFQATmGTBPABr8Q8D0gBtIewn74M0F05HcBsltenpaZTzSVkInAbIbYDQI1iTBcG3sT54tew47iB+E+EFc+SpQTbjMsajMcZA9HryFUrEghNgqm05FR0HgJwfLrUGRf1z4Gl4/+xgeGHiczz50DQ8PPQUkZ5W8YsZiXj/r5RzZejBPltfxu+47ufRvayiNaf8wv3AAL25bxFFtL2JR8yGUTYn7Bx7glk2/5K+DD1GztS3WZXp2GvML81lQnM/8wjwOLBxAbEO665101zvpqnfyZOle/tTbSV/Y86xaRGg0Wnl4ykMrjUZjXEzd1hvP63CEtk44rr3PlnKbtff1lIeLfWr1GJcZWyU8MsceGpXCjFQIj1YM20YwrImcppDRxLbO5Y9+j889+COOm7aIK1/2NrK+/DknhBA7I8KC5/CUQ+Mo6AhmRgytnYrf1Uw8Y5imBVXKHT7+7JigWxEXHUExxlgPP2sxkcLXSd9330sqg60Pl6+5XcJgIYR4DjFWgd1+/mHS++fOnTvu9ksuuYRPf/rTWyzf09ODMYaZM2eOu33mzJl0dnZu9TWOO+44brjhBs444wxqtRpxHPOmN72Jr3zlK7uwNXuWHD1MIBUp5izYe82gX3rSIv77fz/K8nddTedQFUymEQqPaxfhwKUHn9g0EHYjbSJIyqAYP1huhIs1+K4xaC6OLEGgCNM+wtXI4GsPsFgHhQCG6jF538fqmFLkaM3kGI7q+MqnJaPpDUOyOkfRt3SHNfK6QNE39IZlsrpAS+AxGA+jgDm5WZTiTjbWB5gWzMG6HnrCTfgqYHpmNqVoLRtr62n2D6SoY2qmk1o4xNTMIrTd1Og13JY5At91J/2EbQ8F/1CyRMRmLQPhn/H1DJqD+bjoPmrRfdTQ5DPHENjOpH9v3AtqKvjzIPpr0lcYQM8HnYP4EYgfT27zFiTvo3l6zHJzAZMMqLMdyW2qPSm5tl2jYbEqApmkHUUjCPbT6X7VMT/9kUn2mw1eciWo/wZX/w0MA3o2LnscKnM8ZJaivMlpVi6EeO6xvsIqh/JcI6Z8/axjmJLJsfy+L/FUOfm3KlA+p8x6GX8/91X4WvP77ru49qkb2Vjd1HiuKUErr5j+Uk6afiwH5GfyWOlx7h94gO+v/x7PVDeMe91mv5nDWl7EwuJCFhTnM68wF+Mi1pYf46ny4/xf149ZV1lLaLcdxGZ0lhnZWbRl2mnymyl6TRT9Zop+E1mdA2VxNiZ2dSIXEruQyIZEtk5oa9RtjbBxSUNgl3zY6txoINwIh50DpZPzY9IhdLEzhDaibkLqtkbN1rHO4ryYTAE2O3coec8blcK6ERAbp9J9tBoXEMc2DYadhwkUYbbOg5V7eMWv/0KOVq445l0smTZ/938BhBBiP2CUTfoFa4evbaPD36yzNqF/fRTR3z1McEgJfjsFNysmN69GqTOPajcEgxAVISAZIufrtDpYK7Sn6K2Xia1NZ6oIIYSYbEnP4B1VBifX69evp6WlpXH71qqCx9q8yG57rYIeeughPvShD3HxxRfzute9jo6ODj7+8Y9z7rnncs011+zElux5EgZPIB0pZsxu26uvOX12G9/61cf5z+Xf5fbbH0O5DMYkg+VIw1/S4XLOjQ6WMy4ZOjdSBZwMtnFJNbBLB8u5dLCcGxks59CBJgotfpAMltOeJsZhHWR9RSm0FIOAahwnlcEZGAhjmvwMsQvprzvaswVqtkIYwvRsMxUzTC2Emdk2KmaA7nrMzNx0SnE3G2qDTAmm46kSPVE/vgqYmZ1OKdpAR72DKcFcPDfMcNzHMI5ZucMI48fpC59G4TEzt5h6+CAD4eMoPKblXkocP0glfoIKjpbMMWizgdh20F/vIuPNp+hPx0X3UQ3vokqGfOalBHYD2P+fvfeOl+Oq7/7f50zdcnvTVe9dspqLJFtyB3cbE7oDgfDgB0JoCeDwSwKEPAQcEnhCTCcPkGCbahtXZGzLTa6yLFm916t7dXXrtqnn98eZvUXFlkHCRt7P6zXa1ezM2ZndvVPe53M+33YIunR8hDkJgpcg3q0/YzlSR0oE6wZzhmWLdgGHm5KCdOicYWMkhLtAHU6+DxOM0Un0RA5IHHaiAYgSp3E5SsIBYSeu4qHOuCPjJRLFbUMK0YEyp4O9BOEsBmsRQp6agocVVVTR61+xKfTABKEQQmGIiIcPPcldbToPOGU4XDlyKdeNWk6X382Pdv2CZ7vXDqxvS4tz6uexvPlsZlVPZUv/Fu47eA8vdK+hNATkCgQTMxOYWzuHuTVzGJ0axYHSHnblt/HU4RXctmcbXf7RURG2dGh0Wmh2WmhyRiRTC9VWLcWojw5vH91+B71BF4f97ezMd9EXdlOMcke1daolBKSG5QhLTOHg5UPCWIGpdD+fEAMREWqgU48Bp/BAnjCD8REDbmElCWJJFBv4cYlPvvgN/MDm0hFn8g9zr8WQxjG3raKKKqrojaxYMpgZPMREYdWFhPN20HdPLTXXdlO9pIeedTXYc4u4TkAxEpg1IZFnggVGqFAqJowlhqFQpiKyYr70xMN8/ryLXrsdrKiiiiqqaECvJiaiurp6GAw+nhobGzEM4ygXcEdHx1Fu4bK+/OUvs3TpUv72b/8WgLlz55LJZDjvvPP40pe+RGtr64nszklVBQafQslAUF3zx6/+bVoG//AfN3D3rav4j3+5Z6CwHPHw2IhyTnCZIcaQZAaj0wsQxCT5wUMLyyFQPgOF5TAEYaBBMWioLAxJKVCkbUk+CHVBOaljI6odh1zoYwqDtCno9AIyhoOUAR2eR42VIVYFDnpF6qwaIEd7qY+UkSVjCrqDfiQw0m2lP2xjf+kwjfZohOqhO+hEIBjpTqPP38LB0i4cWU2T3Ugu2MTB0mZc2US9XU/Bf4lDpXXYsoY6eyZesJo+/wUEFjXOUlS4Hj/ajR/txrVmkhY2cfgSRf8JijiknLOxon0asAbP6Rxgc76OaYgP6EnUgzkFwo0aHsftQBVYU5Jc4U4IewEB5nRQBT1/ACA36najXRoW65k6piLu0xBYlSGLCyKVuIiHguA0UGQ4LE584OEmCDehCj8ETJQ1VzuG7XPAnocQL98bVlFFFZ0+UlKgTDBEjC0jbCOmPyxQY2W4dtRyrhp5LnuLB/jP7T/mxZ6NgAa7s6qnsLz5bBY3zKcQ5nms8wl+sutHdA4ButVmNXNqZjOndjZzqmchhWBD3xoe6fgNG/vWUoqLw7ZFIGh1RzM+M5kJ2SmMT0+mzm6g0z9Ae2kv7aU9bOp/kpWH9tITHHrFfbOEQ41VT5VVR9qowjFcbKknSziYwtAQXMXEhMRERHFATESsQuKk2FxMSBRHehkV63xgFSUF6EJCFRCqiDAO8JVPKSpSjIooYgIVIdNgH8MhXFYUCZ3IlOQKKzU0UkIMFplL4HAYSyIEkTIIY4HneDzTu5KLH34CV9Ty+Tnv5OymKb/Pz6Giiiqq6LRULFUCg2Ok0NfGpnLwQx9zSg/2Ohtvp4MzwSNd7+HnBWZdiLEnRdwaYaGLyVkiIhIC04hQShBJgTQFP9myugKDK6qooopeJ0r8jq+4zKuRbdssXLiQFStWcN111w3MX7FiBddcc80x1ykUCphHxLoZhjZulEch/rFVgcGnUNIXGOZr58y58p2LmTlvHJ983/fI5XxkbBEqdGZKrIvKiaTAXBkKqyFgGAVSaSfwsMJyKIQcLCwHQ9ZTAsNUOkfYgrwf4ZgGfhQjYx0b0euFZCyLkID+QFFrp8hHJWQkaXAceoMiBhb1jkl3UMDApMWtIhf2UIwUI9wW+sN29pV6qLeaMUQ/nf5hJILR7kR6gx3sL+0ha7SQNST58AD7SntosKdh0UspOsiBUg919mxs1YsX7aW91EvWmk7GMPGCdfR4T2GIKmqcZYT+M5SCDZSAtH0mLoGGwt6jCRReghXt0fA3WAXUgH2ejoqIOyB4GkiDvQTC3RDvh2A1IMGaB8rX+cPhJv0hypFgNEO4RcNiOtGweAqoQIPhqDzMOpWA4UMJGE6iJEQaRFbPpzDkV5HSXyxHZnSaQKi3K1iNyv8n4KDsBQh7MdiLwZqFEJVDRkUVna6KLYESCiH18FmARXUz+P9mvpctuV18dfO32dCn428kkmVNZ/GW0W+i2alndfcavrn1Ftb3bRiIUkgZKc5pOJtzG5cwMTOBLr+Tl3pX88Od32B7bhPxEEdW2sgyITOZCZkpjM9MZmxmIkHssTO/gZ35DazqvIMObz/qyCicRFVmHSPcMTQ4rVSb9VRb9VRbdaSMNLHyKYQ99AYH6QnaKYTdFKNOev0+ilEfxbCfeFjhzpMnU0DVsMOmwBQ2KpIUc6EerCMF2EoXajWHQOAhmcIw3C2sAbHUAEJBrAwiytnCBkFsEMYF/mnT1/FespmQmsg/n3EDTanaU7KfFVVU0emvW265hZtvvpm2tjZmzZrF17/+dc4777zjLu95Hl/84hf57//+bw4ePMjo0aP53Oc+x/vf//4/4lYfLSVBGokzWCgEihqrlo23KZrf2UHz1YfY88NRWKN83PFFSi/UIOeUSI0sks85yEyMWRSElsBEx0REQmEYithUhGbIi+0HOKNl5Gu6nxVVVFFFFb06Z/Cr0Sc/+UluuOEGFi1axOLFi/nud7/Lnj17uPHGGwG46aab2L9/Pz/+8Y8BuOqqq/jgBz/It771rYGYiI9//OOcddZZjBz52pwvKmTnFEoeY5T+H1sTZ4zkp7/7DJ9+7/fYvPswRBYiZSCVJCoXlhvoLklyhJM4CWUlN5/Ja5KjC8vpddSQHGFFGKBzhP0YyzTwwghDSixDkPdjMrZFPggxpEHagm4/JGMOFpSrt9P4qsAhL6TJqaEY9XKgVKTRriOMezlY6iFjVpMyYrqCHBLBmNQYeoK97Cm1UWu14gqfXHSYXKRodadRDHZx2N+LQDAqtYBCsJ5ufwcgaHXPwQ9eIhfsJBco6p2zMTmEH+6gq/QElhxJtTMB33uCgv8sBQRZZwm2yhGH6yl6D1MUKVLOuVjRboj2gv8YGgAvT5y+O8F/EjA1WFV5CNZCsEZ/UcZkMJr0vLKrGAeshXrZcBOEW/WyohaMcclyhwaL2IlakM3aqaz6tcsYQFSBrIGoA+0QLsvW0Fj1wjAQUq4i5YG/CuWvStrJoKwFCPtssM8GayZCWCfjZ1pRRRW9HmQkN8mynBmsqLNTfGHD/2VrbhcApjC4sHkx1466FKVCHuz4HU92PkU+GiwYN6NqOuc1ncuiugUc9tt5vuspfrbnu7SV9g17u1Z3NLNrFjCndgHj0pPoDQ6zM7+Bdb2P8ZsD36HTbztqE9NGFS3uGEa4Y2lxx9DijqHRbqUQdXGwuJ0ufz89wWZ25zX4LUX9R7VxPJnCIWVUkTKqsKSLIUykMDGFhSFMBCZSlM+FCqW0QzhSIUrpxwjtItZO4oBA+fhRCT8uEKgAUISqBBLs6le+8IxjiJVECYblCqsyDIYBcFwuOBcrQaDkgFs4tA364rV86Pmb8GKX5Y3n8LGp1+GY9gl/NhVVVNEbW7fffjsf//jHueWWW1i6dCnf+c53uOyyy9iwYQNjx4495jpve9vbaG9v5wc/+AGTJ0+mo6ODMDw1HW+vSoaO8pGJOzhl+HjsI9M9l/7nC1QtzNF6XTsHVzRRe0UX1bP66N2TxRrr46gYDzDdiCjSmcGRkJhGpGN9DO0O/t+/u4sn33Xja72nFVVUUUUVnQprMPD2t7+dw4cP88UvfpG2tjZmz57Nvffey7hxun5HW1sbe/bsGVj+fe97H/39/Xzzm9/kU5/6FLW1tVx44YV85StfefVvfpIk1GvlSX4N1dfXR01NDb29vSeUCfJqFLVNQQg9lHPeP32Il2751Elt//eVUoof3HwfP7v1KaK0TZQy9OQIIjuZLEFsCR3/YEJkauirDP1/DIgNpedJpWGxSNxMUoNgJRTSAkWMYQEiRkiFNHQGZdqCUIW4JiBC3RvvGHjKQ4qYasvAi31sCRlTEaiAlJRkTEUpLmEJaHIccmEvoBiZqqM30EWL6qwqHFmkGPUBijHuaPqDHShiHJmi2Wmmx9PuW9eoptluos9fB4Atq2l2xpPznkF7r0yaUguJww2EsR6CnLKmkZF1eP4TyadqUOUsw1KHicMNepZIk3KWY0V7IdqeLGeBswTibg17y7IW6gJx/lMMxDqIerDmaKBchrwAxoQkW3gTxIeHzJ8Cslq7iNUQ6CFbQdbponVqENJARruO48Og+obMlyAbdFE6dWS+pov2ih/RuyHSYC1E2GclcHhWBQ5X9LrVqTzu/zF1qvZDKcXC936NrvmK9Ph+xtT3kjJDjGQIrS0tLm5ZyrUjL8GLS9x14G6eOvz0gAu43q7j3MalnNu4lDq7htXdT/FE50Psym8beA+JZFJ2GrNrFjKndgF1Vj078ut5qfcptvS/eFTcg46KGM+E7EwmZGYyLj0VV6Y55O+mvbSNg8VtHCxt45C3i0gdHzCkjVpq7RHUWiOotVvImg2kjWosYYOIiJVPGBfxol5yYSeF8DBenCOIC/hxAT/OE8RF/LjA73W1eBwJJFKYRL6kmI+IkdoEbIKwYqSpg5l0nrA+Mw3NFYahbmEdF6HzhGVShK6cMazn+7FBqAz82KAQmag4yzWjLuVd4y6p5AtXVNHrWK+H89fZZ5/NggUL+Na3vjUwb8aMGVx77bV8+ctfPmr5+++/n3e84x3s2LGD+vr63+s9T9V+T/jqzZjjC4xt7GFy9SHq7GS0XG+al740mvE3tSOqS/SuqcFLC9yJJUr7XYIaEK6icMglro2JfIkvJVEk8SMTLzTwA5MgMAiLBlve87c4ZsV3VVFFFVV0IjrZx/xyexP/3+eQafdll40LJXa875//5O8TX60qZ6hTpFiBEbx+OLsQgr/89OUsvmgGn73xRxSjWPO9WCJiOVBYTpQLyw0rNMdAhIQsF5YzhZ5pJjnCSZzE0BzhKMkRlgiiIbERrmVSCiOk0M7gHi8kZVnEBPT4MbW2ixeXCHxocjMUojxFXzHCqSUX9XCgVKLFaaAUdXGg2EO1WYttRHQHuojauNR4eoJd7C3tJ2M0UGdZ9AcH2FvcTYM9CZM8hfAge4p9NNozsUQfxXAf+4prqbGmU2XY5Pw1dBSfxpTVNLkX4fmrKAabKQJV9jnYAnz/Kfq9hwGLqtRFWNF+4nATxdJ9iVP4Qqy4HcL14K3UH469HAjAXwXB8/rLMaYkBehe0JnCfnnZcwEJ/tPaWRztBFJgL9U5wcELEG2FCMDScBl00bq4TU8AxiSQVRDu1C7gaGfyq8iAMUpD5LgtiZQo/2DqdP5w3MFRkRKiWr+/KoD/GMp/LJmfRlnzEPaZYC0C+wyEePkDb0UVVfT6kFcK9BVBMnTWlhGGUFjC4orW87lq5EUUohw/2/tznu56ZgACz6s9g4uaL2B2zSwOlvbz6KH7eLbrcYqRHpkgMZhdM595dWcxs/oMbGmztf9FHu74GRv6nqM0xFEskYxKT2JiJoG/mekoFbK7sJZduWd4uvPHHPJ2HzMqwpEZRriTaHDGUme3UmuPoMZswTEc8mEH3d4euv3ddHsvsT/fTj48TBAXjmrnRCSQWDKFFCb6DCcRQiTPBULIgegk7Rj2CfGJYn9YHIUiIlIRWIJXk94QRUmEhBx0BZehcczQfGGhYTAaEGvHsJHAYkkQ53i0839Y0f5zYlXFFSMv5W1j3lQBwxVVVNEw+b7P888/z2c/+9lh8y+99FKefPLJY65z1113sWjRIr761a/yk5/8hEwmw9VXX80//dM/kUqljrmO53l43mCx0b6+vmMu9wdLghRgyBhjaAdfTYGx792PfPAM4muep2ZeL233thCP8nBHlfBfqkVML5JqKJEvWRh2jBEChkDGMZYUxEZEFAukJfj0o/fzjQuvPDX7UFFFFVVU0QlJDYlCfbll3oiqwOBTpEiBfB3B4LJmLZzAzx65iZs+8APWb+tARhZhZAwUlxsoLGcyPEdYMXD7LROXkoqTHGFDEJtJYblhOcIaGEexGoyNsAxKgY6NMA3I+Yoq26YYBEhhUGVLenwfR1pYRkxHyafKSiGFz0GvQNbMYMuAdi+PI1LU2yZ9YR+EitGpUXQH+9ld7KDabCJrxuTDw+QjxWh3KqVwL4f9AwCMSZ1Bv7+ZTn8XAsno9FkU/fX0BrvoDaDZXYyMD1IKd9JWeALXGEW9M5aC9yj9/rOAoNo5H4t+fP95+osPIIRDlfsmzGgPcbiRYukeisLFdS7GVr26yJy/EhAa6Iqs/n+0VU+iCZwrdKxEuA78x/UHaUwDc7LOFY52QtmZbEwDczyE27QLuQyXRSNYM0H1aDAcbU+AsQBzpn7fcBuoLoi2JN9qSrdFBOEOXYROdSevuWC0aNdw3HGEo9hK4HA+gcNPovwnB15T1hywFyWAeAFCVp2Mn3FFFVV0kpXvKxEbIomJiBGJI/iK1gu5oHkRP93zU57pem4AAi+oncc1o65mZKqVF7qf4utbvsjO/NaB9hrsJpY0XsA5DctxDZfNfS9w1/7vsbH/efx4sIMpa9Yyq/osZtWcxbj0NKSQ7CusZ1d+Das6f8TB0naOdOOmjGpGuFMY4U5iRGoyLe4kXJmio7SJLm8n3f4W9uYepNvfjR/neTlZMk3GbCRjNiSP+rkpXAQxoJ3DsQqIVJEwLuDH/XhRL2FcJFIlIuURxp5+VCXCWM8j8fGayYQ89jZITKSwEJgUcgGBH6PQ0RAIAYZCGApp6ZE2pqFhr64Bq0Gw/oQGHcPxEMdwGRCXc4ZDJXTGsNLPQ2UQxP2sOvwTHu64lYgqzm+8kHeMvQbLqIz2qKiiN7o6OzuJouioCuktLS1HVVIva8eOHTz++OO4rsuvf/1rOjs7+fCHP0xXVxc//OEPj7nOl7/8Zb7whS+c9O0/UkqCkAoxpICc8kwMC6pn5/FL+9n/m2aar+2g5ZIO9q9soeb8HrLTe+ndXYU1zsOJFR5giZhYSawkJkLf3+js4Lt2r+cbVGBwRRVVVNFrKRVLVHyci/Ahy7wRVYHBJ1GRX0QIfTPmK4Hhv/5gMEAq4/D12z7ML37wKN/95oOI0EbEJjIGGQuiZEruNIflCMcKhFkGxkLnB3PsHGFhKu0mNgWBH2NakiCIEVInLsYK0pag3w+xDQMhoddT1DgOXuzjx4I6O0V/UEIgaXaz5MI8Amhxa8mFPbR5HiPdJvJhJ/uKnWTNGjKmoC/soS9UjEmNJxfsZV9pL7Z0GOWOpcvbzN7iFlKymiZnIt3eBvYWXiJl1DLCnU136Vk6Si8ihcXI1AV4/ouUov0cKOynxl5AxkxR8B6lz3sMMKlNvRkZ7ScI1tFXvAchslS7V2LEe4iDtZRKd1PCwXEvwcHTkLcMes0FYI0D7wkNWr17tCPXeTMQaUdxtFlPVINzOVAC77Eh811wLgRsHTmhOsF/NGl/OhhjIdqXFKlL4iwwwZqvYyrCzdoVHG4cfM2cAcJN3MQ9Om6iLDlKrxe3a6exGhJbITIJHM5px/FAQbrvAhJlTgN7IcJaoCGxMeLk/rgrqqii30u93TmUgXZMJZnBkpjN/S/yu47fDEDghXULuGbkVTQ6dfyu/V5u2fbgMBfw3NoFLGm8kKnZWewrbuXeth+xvvdpAjUYM1NjNTC75hxm15zN2NRUDvt72Z57lue7fsbewnoiFQzbtiZnHOMz8xmbns2I1BQyRh1d/k7aixvYn3+M5zu/Q28wPI+4LIGk2mql1h5LnT2WOmcs1VYrtsygVIAXdZELD5AL9NRZWM+uoI1Q/X6u4d9HMSFxEnNhZfT0+yiKkxgJoSFxOVu4DIvLDmKlxECkRIwYiJUIMJKc4X7W9t7Gsy/+gkClmZk9kz+f8G5q7DfOsLmKKqroaJXvccpSSh01r6w4jhFC8D//8z/U1NQA8G//9m+89a1v5T//8z+P6Q6+6aab+OQnPznw/76+PsaMGXMS9yBREl1nQAKDFcV2ydnpq1jX+EvsRbth3ViKW6pJTe2jaU43PduypCfnydQXKRYMrGxI2GcTpcAMY5Q0MGSMWXYGG4LYCrln+yaumDT95O9DRRVVVFFFJ6SKM/j4qsDgk6gwWE3ZQ9Mfm69bGFzWWz+wjLOWT+cTf/4devoDosiEWCYTg1ERCIwkQgKSuAhTvyyMJDbCEvoFMwHBhkDFgKVjI4QhCI+IjbBMXVDOtUz8KELEkLUEvV6AbZhYRkSXH1JlukR4tJd8aq00EUUOlgpUm1mkKHGg1I8r0zTYFv1hD7lQMSo1it7gAHuLHaSNGhptl97gADsLe2i0xuFIj1x4kD3Ffpqd6UjVQz48yM58D/X2dLKGoM9fz77C0ziyjhb3QnLeE/T66+j1ocG9AEfkKfjP0FNcgRAude7VEG4mCDfTW7xDQ+HUtZjRHqJgNV7pbjwsHPdSbGEivIchXK0nYwqkztcF5cIt4N2PdhAv0VnB3pMQ7wfvXj3fOkdHPAQvaOev95D+cuQEcM7XmcD+k0nhuU0MFK6TDbr9cIteF9CF6s4GmYVwO0S7hoBhwJgORj1Eh7SDOd4/5FdUBeZYtKN4Z+IQHuLEE3W6eJ3q19sUboRwI4r/1r8lOVLDYXsBWAvAnIoQlSHKFVX0x9bhQ33EBiAURhITkTYD9hZ1R9CiugVcM+pqGu16Huq4l5Ud91NKHL5lF/DZDctIGSnWdD/GN7f9mLbSroH26+2WAQA8OjWZbv8AG/seZUXbNzjs7x22LVVmA+Mz8xmfnc/4zBk4Ms2BwhoOFNeyoedndJQ26yJsR6jWHkOjMyWBvuOos8eRNurIBXvp9rbS7W9ld9+v6Q/2UYq6j1r/SElMHKMO16jFMWpxjTpcsxZbVmMJk/KJUqkQhY9SPpHyiFWJKC4QqeKAqzhWPjHBkP/r50qFIARiIAtYg5U4UuT7S7rIK0kROUTiFgbKWfxGjGEoDYANBmCvxhsicQ4z0K5SQ0DxEMewQkdKRMiBWIlISfy4j07/Xr6ycQXFyKbGHsNbRr2buXXzTuh3VVFFFf3pq7GxEcMwjnIBd3R0HOUWLqu1tZVRo0YNgGDQGcNKKfbt28eUKVOOWsdxHBzHObkbfywJ3elpyBgpYqqMEpnRHrVtLRy8u4kRVx5i3Hv2svVbk2hpKeC2eNhtKcI+E7suINhjodIRbpVPwTcxTR3fYxkQxRLTiInjmNiSfGbVfRUYXFFFFVX0WuoUFZA7HVSBwSdRpdLKARjc5jmvq8zg42ns5GZue+QmvvjXP+Gp53YjIgsRm4hYIiINgCMFKh7MEY7KYDhOwLAhiEniItB5wQqFkAIVoAvMwYBruBwbEQQxdhIbIaXEMQT9fkzGsvGjgCA2qHEs+kMfiaTWdugJSkhh0Oik6AsLCCStbi19YQ/7SyGtTjPFqJP9xU5SRpZa26Ev6GRPschodwJ+3E5n0AHA+NQs+oKtdHi7kUjGphfR622gy99FF4pRqcXE8R6K4X72FJ6i2ppCnVVPb+kxDpdW6SJz6cuQ8T5KwTq6ivdgiGrqUm8lDtZpKFz4BUJUUZ26HjPeS+Q/g1e6Bw8Dy70EV9YhvBUasha3gmiB1Du0k9d/fEgkxCRIvVuDWv8JCFZBgHbppt6hYav3EMQ7obQTsMBepovFBeu0I9hfpdsSWXAu1QXgghe06zd4OvlFuGCdqwFutDOJptiUxEyQFLIbB3gQvKTfN1w/+IMyJoGs11ES4XYdNTEUuogWMGp0pER0AOIDUDqAKv1mYNuUNR9hz9fOZesMhMye3B99RRVVdJQ6DvSgDAGGzlE0pf6jH5saywcnvZ8mp4GHO+7j4fb7KMVFAEanxnFZ61uYXbOAw14bjx66g+e7HqaUZPGawmZe7bmc3XApo1OT6As62Nj3GL87+E0OlgYLyxnCYkJmAROzCxifmU+9PYreYD978k/zcNu/cKC45ii3sC0ztLgzaEnNpMWdSUtqBrHyOFzaRLe3lf25B3jJ20p/sJ/jXeHZsoqs1UrWGkXWHEnWaiVjjsCSNqiAIO7Fizoohu2UonaK4XZ6Cu2Uok4Gg5NOgo61eQLck2TEVQoNfIVuuAx/y/ERw3OHQTE0WqLsGpbaNay6uOfAS/x8r40S1cypXsZVo95F2vw97cwVVVTR6162bbNw4UJWrFjBddddNzB/xYoVXHPNNcdcZ+nSpfz85z8nl8uRzerruC1btiClZPTo0X+U7T6elAES3fFpoqMipK3Y1PJfHP7dWFJjStSc0c+EG3az4xdjGf3efdTP6+HAIyPILOkhM7ZA774MxogQR8WUEFhExEJgGTFKCUIZY5gx+aBAW66f1mwlJq2iiiqq6LWQUiKJL335Zd6IEkq98UzRp6o67eGD76CO1QD88tBI/vOmy3jk7s+ctPZPtX5312q++vk7CFM2YcYkdiWRIwgdQWwLIksQm4LY0pEQsQGxBejIYZQJKsnJwkA/Cv26kklshFBIExQxpgVK6AxEaeiBrGkbQhViyBjXhEhFZC1JJHxAUWNb+HERUDQ4Dl6cAxR1VgooEKgAW0iaXZe+oAtQjHSbyEXtRCrEFAbj0i10ehpEpI0MI5x6Dns6Ozdj1NHijOBQ6QVAYQiHsem59HvPE6ocAE3uAlLCp897BgApUrSklxGFL+GH2wEwRSN16QuI/BcIws0ACFFNdeoKzPgAURnyAqZ9Pq41Eek9OFjETVSB+2YghtL9g25bUQPumwAFpQeG5Pea2hFsjAH/eQjXDn6xcgQ4ywAJ3qMawJYlWsFZrL+k4CmIhjr0XLDP1m7iaK+OfBigwoBoAGsOCCcBx1sYriqwpg4Wogu3chT1kKPAaADl66zko4ZmCzCngjUfYc/T7mFj3HGHJVZU0fH0eqjGfjJ0qvbjv/7vb/nXnS+Rm+UzcnQXE2u7MWXM1a1XkjHhoY57B+IgRrpjuHzk9cysnsfm/tU8dfh+tuXWDbTVYI/gnIY3sbDufCBmQ99KNvSuZH9xcMSBQDIhu4CZ1cuZUnUOpjDZX1jDnvzT7Mk/Q2+wf9j2Zc0WxmQWMiI1ixZ3JrXWGPJhG+3FNXQUX6C9tIbcEeuUlTIaqXMmU+dMoc6ZQo01DteoI4gPkwt2kvN3kgt26+fBbuJjuI6PlsSWNVhGNZaswpLVWLIaU2QxDRcDmYQzRKBCFAFK+QMO4lh5KFUiViUdEaFCYsLEZTz8MQwCCnlfu3oZhLoD163JoxIChNLnVKmQRoyUSR7mULcwRz8f6hw+EhLHyIFidCGSGINYCUIlCZRBSZkEsY1ljGRxw9Wc3fDmStZwRRWdRL0ezl+33347N9xwA9/+9rdZvHgx3/3ud/ne977H+vXrGTduHDfddBP79+/nxz/+MQC5XI4ZM2Zwzjnn8IUvfIHOzk7+8i//kuXLl/O9733vhN7zVO33uFu+Qu3oPiY1dDEl20GtVRx4rbC7htU3T2T65/ZgNRXp35Hh8PZ6mi7oIPIl7S80kV3YSxwIckUHmVZ4JZPAkISxJIgNvMAgiAxKgYXnmUx1RnLfte8/adtfUUUVVXQ66mQf88vtjf3uPyBTL1/UPi6W2PO/vvgnf5/4alVxBp9ESfYMPN9ZrMY9XrWY16kuunoB88+ZzCf+/Dvs6y4ShRZEOjYiKsdGxAzkCCcxWyhzMDYCleQIq8Ec4WPGRphHx0bYFuT9CNswiBAUfEWVbZBListVOwa9vo8pTLKW5LDnY0mLOtukOygiEIx06+kNu9hXzDPCacKPuzlQ6sSWLiPcag77B9ieP0CDPYq0EdIXtLOjkKfVmYqgm3x4iB2Fbprs6bgyoMffxs78s2SMZka48+gqreJQaTUgGZm+FBHtIx9soC3/AJasozl9Pb7/DEG0l0P5n2PKFurS7ybyn0ucwrcmUPgdWOowofcgof8IOf8RDOssUqnLkP6j2gFc/Dka8l4CRit4KzSULf4MkGBfCNZE8J/R8RLeg/qLNMZD+i80QC49APHBZB3AnA/u5RB36uVVG5R+law3FVLvAULtPo72JgXvQIPhZTqyIj6kIyjUYfAfGfL6UpDNOkfYf14/lovaQeIqHq8LIoV7ByMnhsZOGONAtugfWtk5HG6GcDOqeJteRtSh7HkIax5YZ4A1t+IerqiiP1CHDvXpzGChkgJyMbYIefLwb/BjXd19hDuKy1uvZ07NQtb3PcU3tnyKzqQop0AyvXoBixvezOTsXDpKO3io/Xts6Fs5xNUrGJuew8ya5UyrWoItU+zOr+Lhg//CnvwzRENyhSUmrek5jMucw9jMWdRaY+gLdtNefIH1XT+gvbiGYnRo2D4IJLX2xAT6JvDXngKE9Hgv0eOtpz33a7YHOyiGbcf9LAQmKbMV12wmZbbgGi2kzBYcowEDAZSI4j6CqBM/6kweD+H7GylGh1D4x23795IB6T/0uvQV+s/ict6/YFiExFDXcHlepBgAwhHaORwpSUA3G7s3srbra3ixTcoaz9kNb+WM2ouQshL/U1FFf8p6+9vfzuHDh/niF79IW1sbs2fP5t5772XcuHEAtLW1sWfP4H1QNptlxYoVfPSjH2XRokU0NDTwtre9jS996Uuv1S4AUPT8JCaCpKtLd4cFeQPTMEiP62X6X+ykcNdCMu96mqqJeQrtKfq3ZamanKNhSjc9e9OkxpRwChEBAscNiUMTJSBEx0XESuj8YFOwKddGGEWYRuU4WFFFFVX0x1bFGXx8VZzBJ5H89+2fRdbQN70f3XQ2Hd+Yz89//clXWOv1J6UUP/mPFfzk/z1OlHUI0waRK4kc7RSObIGyxIAzOEpKpcdG2R0MsaEGnMLK0I9I7RDGSCapEAl8sCyIiTFMTZmliElZEKoI1wQhQhSKatsgQFdpr7PtZDiyotlJUYj7AEWN5WIKDy/2MIVgpJulJziULNdATD/FSDuKJ6TH0BfsIlQ+EoOJmcl0e5sG8ijHpedQDHZQjDoBaHKnU2UYdJWeBcAQLqPSS/CDdZRCna3pGqNpSi+i5D1KEGlQYsmR1KUuIPSfIkgctEJkqUpfi6OKBKV70bkPYJizcd3lGMFaCJ4b/GKss8BepKMdypEPoJ2zzoU6k7d075DMXkvHQViTwF+TFK1LhjaLFNgXgTleR0F4jw28v25zPtgLQXngP6xjKwY3ROcPm5OSeIonID4CrBizwJ4JCA1zg3WD711uw5qrITcRBFsh2sZRkuPAHK2XjzsT9/GRoEWAOVlHSlhngDUPzMmV7OGKhun14Kw6GTpV+3HTR37EHZnDFGd6jB3VybTaTlxDFzVrdlq5vPV65tWexab+5/lt+220l/RNf9qo4qz6izm74VKqrTq29D3Jc113sa+4YaDtEe5kZtdcyPTq88iadbQV17GlbwXb+1cmozu0MmYT4zJnMzZzNqMzC5BIDhaeY2/+MfbnH6cYHR62zVJYNDozaU7NoyU1n0Z3DhDR660fgL893kuUoo5j7rMt68ja48laE8ha+jFtjUTFBbxoH6VgD6VwL8VwD6VgL17UxonGQxgii2U0YMoaTJnFkFkkGUxpIYREJmhVH3cjlApABSg87SBW3uCElziFI0qFIoVCESljpKkdwCKZyhe7Zadv+eJu8CIvmSd08SQpFYaIddE5GOIWLmcPH/H/cntHxEwMhcahEkQYhCqJlcDAiw08XBxjNLNrr+KM+quw5dHFoyqqqKJj63Q5f71anYr93ryvg0vv/S8aRvUwpa6TydlDZE2Pvp0peu6eydgPvwhGRO6FCWxamWbyh3ciJOz6zRjqlvRi1nj078kQ1CjMTEz+sIuqUUSBpIhBHEu8WDuD/dCgFJh4nsX1IxfwlXOvOCn7UFFFFVV0OupUOYPHfPsfT8gZvPfGL7zhzrMVGHwSv+z8/qmkEv50zepLGfHTWXzvv//3SWv/j619Ow/x8T//Dt2hIsqaRCmDwBHErxAboeFvAoblIBSOEyB8vNgIw0wAsVCYpobDKQtiIoSIqbIlfhzoYg+OxI99bClImeDHAZaAesciH+URKEa6WXpDHRXR7NSgVD9eXEQA4zKtHPJ2A4qUkWKkU02nvxOArFFDq9tIR+klAGyZZkxqCodLqxPnmmBM+kyEaqfP18OeHVnPyPQicqXHCWINjtPmRBpT8yiUHiSMNYywjbHUpS4g8FYRJEXahHDJpq7DFQZB6U5QeriaNCbgpq7EjA9oh285osEYD+5lEHXognLJ8ogMuFeC0QKl3x2R5TshiZ1Ax05EO4e8NhqcN4Gs1pDZf5pBfGCAtRic+RDnwXt4+LoYYJ0J9hmgQgiehWBIRAVot3C5eF3cpZ3MQ6MqAEQt2AtANmkAHW7UEPlIydFgTQYyGnqHRxa0K7eXAWu2dg1bc3WchWytxEu8gXW63Eyfqv340Lu+xSPjingzSkwYdYipNZ3YMmZB7RL+fPyNbMuvZcXB29hX1FE4rkxzXtPVnNt4BZHyWdNzP6u77qE/1Mc/icH06vNYVH81o9LT6fb2sLnvt2zte5D+sH3gfTNmE1OrL2ZK1YU0OJPwoh72F55gb+4xDhSeJhoS2WAIlyZ3Di2p+bSk5tHgziRWPodLz9JZfIrO4jPkgp0cLUmVNZFaZza17iyq7amkzXFAkby/iby/WT8GmykGO3k54CtFCtccg2uOxjZHYBuNWKIBQ7pJ0q5HrHKEUTth1EYYdxJGXYTxYaK4+2XbPjk6+pLuWEe9l7/wO/5xUgPiQThcBsEDzxOIXC5GFyXeu0hJIiRBLAkw8WILJesYkVrMvIb30OhOflV7WVFFbySdLuevV6tTsd93Pv0Sf73uHppHdjOlrpNJ2Q6arRyRJ3n0E/O46uMzaJv4S4SE7b8ci3IzNL1pN3Ek6PjtDNLLd2LYMZ0ba7Gn6PNTLueAC35g4GPo41xk4IWmBsK+RVCw2f6em07KPlRUUUUVnY46dTD48ycIgz//hjvPVmDwSfyyS/unYicweMlj13Dxk/P40r+/+6S1/1oojmO+/ve/4r7fvkSYsQkzZZewhsGRLYgtoZ3BpnYJK6vsDmbAFTwMDEudKayEAivJmzDK7iYwTIVCx0ZEREipcEyIVUTKBCVCQFHjGPhKu4QbHIdClAcUTU6KUtyPIqbKdHBkQCkuIYFx6XoOJ8Oaq80MVZZJT1JQbqQ7Akk//aEeejzCGYsjivQE2gFXa42kwa6no1h2BduMy5xFMVhPMdRAMmuOoyU1g97i7wjjXj3Pmkm9O4N86X6iWDvbbGMCdakLCf1n8IM1yadtk01fQ0rWEhZ/hVJ6fSEbcFLXYwugeId244IGqKlrQFRD6e7hkNZeDPa5EO4A774hWbwm2BeAs1C/VroX1KAzD2uedhkTg/e7xNE78CLY52l3surXYDjcNOR1ode3zgGZ1uv6TwxxKidtWGeCPQcw9Pr+00csg84+thZogKyKg0XwjgQpshHM2WA0ARFE+5PCdke0V152AA7PBWs2QtYevVxFp6VOl5vpU7Uf77n26zw7O8afVmTi6A6mVHVhyZjlTRdxyNvB7oL+W7ely9LGKziv8SoKURdPH/4V63sfHoiCSBu1zK+7nPl1l+EaGbb0/ZYNPfdwyBvMFLdkmknZZUyruZSRqTPIhW3syT3MvtxjHCqtQw35O0+bLYzJnMfozHm0pBeAiujy1tBZfJrO4tP0eEcfF9LmGGqdWRr+OrOotqcTqV76Ss/T560m728k728iGnrsGyJT1pG2Jmroa43Vj8ZoDGESx4fxwm144XaCcD9BtB8/2o86oZxhLSlqMI16TFmPIesQIo0hTIQwEIqBQAaSnGHwQPmJY1j/P45LFHK9+F4eywkxrVi7hU9COlWkdJE50OBXoDtpBUMLMoshzwfnD3cZ6/iJ8kDseEjkRJRkEAcY+MogVCYBDqYxjlGZS5lWez1pq+kP35mKKjoNdLqcv16tTsV+3/zrR/hm1ypGjOpmau1hpmTaabT1NWP+oMOkw5/k7md/xZQb9LX/tttmICf10TC/mzBvsvOhMYy8TN9HdGytw51QJAoERSwQgmJoEsYSPzIIY4NSoLODS57Fl864indMm3dS9qOiiiqq6HTTKYPBt5wgDP5wBQa/IXSqLqq8/VOxEhg867fv5GOHzuHGT1120tp/LbVxzW7+9kP/j6JlEGRMopQksoWOjrDRsRGJS/h4sREcER9xVGyEAJm4hU1Lu4WHF5cThCpEipiMJQhUgCUhZSkCFWILQdoSeLGPKRSNrkMu1HEQo1PV9ATasVZjumRN6A97ktdGkAvbCZSHQDApM45ufzuh0jmZkzIz6Pe34cW6WNuo1CxM8nR5iSvYqGVsei49pacI4h4Aau1ZNDij6Sn8ligBk9X2AurcieSKdxMly9nGOOrSbyLyV+P5TyeftkEmdTVpcyxh6U5UOaJBpLBTb8ExWhGlu4YUezPAvhicBdp16z3MAByRrZC6Vhek8x6A4MXBL1WOAPcaDVK9R4fHSGCBsxzsJdrNW7oPou1DfhGOLlhnn6VhsvfQ8LZBRzfYF4AxAsJdx4ibQENf+1wwx0Dcl+Qfv8iwQnUA5jSwFiZwOKfdx8FahkVbgHYEm2fo+Avh6DYHXMZHtAlgjNVQ2JqjobI1q5I/fJrqdLmZPlX7cd0VN/PSIkk0rciUkR1MruokbQQYSQEyU9gsbngTy5uvJYxLPH7of3ip96EBcDvCncyi+muYUb0ML+5lXfcdrO/5zcBxU2IwJnMW06ovYXx2CYqIPbmH2N53D+3FF4ZtS70zldGZZYzJnEedM5VCuJ+D+QfpKD5BV+kFYjU8KiZrTaQxdTZNqXOodxdgyQw5fyN93uoEAD+PH7VzpAQWaWsyGXsaGXs6GXsaaXMyserBC7fiBdv0FG7FC3egknPC8WTKFixzJLYxGssciSlHYMgUEqXXVUVU3EcUdxBFbURRG2HUgRooBHpyNbS+XBwJEAIpYuQRIyRezXgJNey5Osa8YyynhsLiodETDIHEEA3ETGgncaAMAuUizXE0py9mfPXbydgjX8XWVlTR6aHT5fz1anUq9vvD3/sV95qbGTmym6m1HUzOdlBvDhaQM0oN3POpKYy94hCj3nSAOBK8+L0ZtLy5g8zoAsXDDgc3NdB89mHiUNDVmcVuDPALJr4tiUNJUZlEscCLTYJQO4SLvgWlFBvf+adTWLyiiiqq6I+pUwaD//MLJwaDP/KPb7jzbAUGn8QvOzgwGUNKlFJMvud9fKvhTbz5ukUnrf3XWoEf8oW/+glPrdlDmLWJ0kNyhBOncGwdERtRBsOSwQzh47iEy7ERIskNFoZCJpnCtgWRijCkwjYUMRoI69INilrXpBSXONIl3GC7BCpHjCJtmNRYBv2hzhYem2qgP2wnUhGWMBmTbqLd2wVA2kgzOtVAe0lHFbgyzbj0ODqKL+rYCgQTMgsohjsHKthXm6MZkRpPZ/HRgWr0je4iaq06DufvGygqVOucQ60znv7incmwYbCMsdSnLycOXqLklYu2CdLOpWScecTeb4kGXLoSy7kMx1mA9B8H/6nBL8mcCe5VOj+4+EtQ3ckLhnb8OudBuA2Kd+oCb8n7YC/WhepUQbuMkwgL/XINOJeBPV+7j0v3QbR7yOtpcC7QbagieCuTbQoHl5Et+v2tORB3a8ew/yzDYa6j4bJ9Dsisdi77Tx0jLsLU7VgLNchWeQ2Q/dWDrunBNwZzunYCyyZA6eJ8wbrh+zBUxgSw5iCs2TpqwpyBkJljL1vRn4xOl5vpU7Ufl73pK2xbYhJPyzOt9RDTqzuwjQiJwVkNF3NB81swhODJQ7fzQvd9xMnf99SqxZzd8FZGpabT6W3lxe5fsK3v4YHXq61W5tRex9TqS3CNGjpKa9jeeze7cw8RliNuEIxILWRs9nxGZ84jY7XQ7++gLf8gbfkH6fM3DdtW12imMXU2jalzaEydhWs00u+tpbv4KL3es/R7LxKr4rB1BCYZeybVzgKqnNlk7Bm45liCaC9Ffy1F/0X9GKw/rstX4OBYE3DMKTjWRGxzHKYcgRQGqAJRtI8w3EmQTGG4l6Mzzo8ngRQ1SKMOKeswRC1SZpHCxhAmKIUgQhABASgfVCkBzDlyvYcJggKOG2LbEYbx2l/aKaWGwWE9qSP+P7jcIBxWCRwmySTWDuMQQagkATaxaCRjz6EpcxWN6UsxjUoGcUWnr06X89er1anY7+u+9mNeaNzPqJGHmV7TyZRMO9VmCT9nE+QFmRaP/v1pHv/nuUx6z35azu4kLBms/58zGHHVDtx6n769GfKFFNWT+vH6LQrSwnBiigWLyJaEoaSkjMQhbOIFJqXApFCyuX35X7CwZfRJ2ZeKKqqootNJpwoGj/7micHgfX9VgcFvCP0xYPCkX/8F9y15NzPmjTtp7b9e9OzKTfzj39yG55raJXxEcbnIErreVzk2whyEwxgQD8kRHgDCJ1BcTpajJI5yCUOgQiwJaRv8OMQUiirLoBR7GCiaUy79YT+gGOFUUYx7iFSEIw1a3SxdvnaNNdp1OEaUFJyDEc4IHFmiJziQvD6KesulfUie8Pj0HLpKL+AlsRDN7mzqrBo6Cg+jEiAyIn0uGWnTVbh/YF6dex619lj6incMxEdYxmjq09egwo0USysGPnPHOoeq9EXgP03oPTIw37DPxnEvx4y2Q/EuIHGuiTpI/RkYzRreBs8PfoHGGHDfArIOvPuHw2RRBe4VOsoh3AiluyAeUnxJjkpenwXhSwkYHuL2FenEMbwMiMF/TLuOh8Y2iKyG0vZSEC74z+lljswRNkZr17A1D1AQrNaZxke6i7HAOkNvszEaKECwRsPhIwvbgQbT9gIwZ2gnseqHYKOOlzhW/jAiAcSzEdZMMGeBNRMhq46xbEWvV50uN9Onaj8uvvTL7DzPwpiaZ/rIdqZWdWLKmPOb3sLy5qt4uvOXPNd1J0Hijh2fmcfy5vcywp3M7twqXuz+BQeKg6MDWlNzOaPurYzPLqEYHmJ7371s779noPMMoMoazaTqK5lYdRlps5k+f8sAAM4FgyMRBAYNqUWMSF9AY2oxWWs8QdRJd+kxuouP0l18nDAZbVGWKaupchZQnUxVzlziuJe89zQFfw1Ffy2l4CXigQidQUmRxbWm4ViTcczJONYUbHM8UoX44SaCYAN+sIkg3EEY7uGoEQrDJDBkM4YxAtNoxTBaMWQLhkwjEQh83QkX96HiQ8RxBypqJ447BvPg/wAFoSTwLYLAIFISpYzEmSu0I1gIhECPzNHmYaRQyORRlIvNDfm/FDokQv9/yPOBxyMzidWw/w/1E+sr0EEYPHRZhUIpRZz4z+Mhy+n4CUWsIEIRIAmUBUYLrjWX2vQV1KQuwjAqx+mK/vR1upy/Xq1OxX6f/6Vvs3vcYcaM6GJabQdTMh1kDY/gUBMr/3EsF968GZnJ07c3w7ofLGXkW9dSP6MXv89m9X/PYOqf78RwQ7q21qJqItx6n3xniqg2BgQFzyI2JF4kCWITL9LF5EqBQcGzyUR1PPfWj5+UfamooooqOp10ymDwf5wgDP5oBQa/IXSqLqrCA5ORZWfw7e/nuXd/hIam0/PH5HshX/jrn/D0gEvYIHQFYVJcLi67hMsgOJmOFRsx8CgH4yOOLC53LJewKRWGEQOKrC0JlQ8oah0TT2mXcL3tUIy1S7jOdgCPQAWYAka4WXqCw5QLzAnyFBNH8fj0aHrDA/iJ23hSZiL9wS68WEPNcelpoLrp8bW7tMpsZqQ7noPFVQNDmEenziJtQkdhJfr2VTIqcyGO8Okq/JZyJEOdu0w7hQt3DBSas4xW6tNvRUT7yBfvpAwbLGsW1enrkOEWguJdlN230hiLk34nFkDx50MgqAnuJWAvh2A9lO4Y4p61wL0Y7Iu047f46+FA1pwM7rUasHqPgLdiONQ1p4FzpS7o5j+jC9MNha8ipd/XuTCBvo/pCIukwJ6WoR2+zvlgTkZE21DeYxoQDwMsJljzEM55KHNK4i5+Wk/xkcO/bbAXIOyzUMYkwE/yi1cnjucj4yIcDbet+WBOAmEjon2oYJ1ebygMHypjnIbCCRzWgLj+2MtW9JrrdLmZPlX7cf6bvszeZRbmtBwzRrQzJduJIWPm1y5gf2HNwLFvZGoay5vfy9j0HDb13s8LXbfSmwBeicGkqvM5o/7PaHKm0l5czYbun7K/8CRl1GeKNOOrLmJS9ZU0uXMphvvZ038HB3L3kw/3DGyPwKQpdQ6tmYtpyVyALavo816gu/goXcWV5P0Nw7bflNXUukupTS2h2llI2ppMGHeQL60i560i763CD48uLidFGteeQ8qaS8qeQ9o+A0PWEQRl6LsBP1hPEGxBcbxcYAfLHIdpTsBKJsMYiYFAqAJxfIA43EMc7SGO9hKH+xjouHsliSqkbELIOoSoRsgsUjhIYSKUQKfw+ghK2ikcF+jp7CD0e8lkA9Lp8JXf409Eg07jMhQ+4lHpZ1ECkSOlCFEECGKRQRhjcO2zSKXfRMo+Cylf/sagoopeLzpdzl+vVqdiv8/8/H/QObmPca2dTK85xOR0O01mDhFb/OZjCxgzsZUJH1yJkSlSaKvlka/NZO5Ht1A1Ok++I8X+x+fSdNlLSEtxcG0j6Uk5DEfReyiDqIuIAklJmMRKUIp0fnApMvFDk6JvUvBsVl72cUZm3jjfY0UVVVTRieiUweD/+8UTg8F//Q9vuPNsBQafTBjcNhkpNAye8uMPsPVTf4thGiet/dej1j6znb/76H9TsA3CrEXkSkJ3eGxEuaDcUcXlhsZFGEoXmxtaXM7UDuFjuYSNsntYKNIWhCpCipisLfDjAENA1ik/V9TaFoWoiEAxMpWhN8kLrrfSSFGiFJcQwMRME53ePl3ATlqMSTdzsLQDAFe6jM+M4mBxPYoYiWRydjb9/lYKURcATc5k6qwqDhae0hAbybjsUkzVR2dpFQASi9HZN2GR43Dhfgah8HLqnAn0FX9NmORbmrKRuszbMFWOfOF2VOJiM42xVGXejaX6CAq3o1SP/kJEFU7qbdjWFETpXgieHfyyzCnaLYwFpV8nmbuJjHHgvhXMsbpwXOkBBmGFAc4y7QhGaejrPcowWGst0vEU5mjt3i3df4SD19FuYOcSMFq0G9l7+OgICGMCuBfpqAjl67a8x4cXxwPtfHYWg7UErPGIcCdqAA4fOuJXamvnsH2WjpfAQIQbUMFq8F+E8mc3VHIk2GcgrPkoYzwQIsItqGA9BBuO4yBGu46tmTpawpqhYzuM0YgjMjor+uPrdLmZPlX7cd7l/8K+5QbOlByzW9qYUtVJ1ighk59ukzOO5c3vZVLmLHbmH+Ppzh/Q4+vcckdWMbP2SubUXkfarGN37mE2dP8PXd5gvENLaiGTq69kTPZ8pDBozz/M7v5f0lkcHJkghUNzaqkGwOllmDJDb+kZDuXvobPwAGHcPWybs/Zs6lLLqUsto9o5gzDuIl96kpz35HHgryRlzSbtLCBlzyNlz8U2JhBG2/G85/D85yn5zxKG2zmWhEhjWzOwrBnY1kwsczKm0YpQeeJwG1G4lSjYTBxuIY72cqQ/drgMpDEKaYxBGC1IowUhapHCQhIjlIdQOd3ZFR3Ux7WoE44LpF9e+YJJvmDjJy61MBbESKIkMVhIEFJhSIUhYwwjxpQxlhFjGjG2ESVT/Arv9PrUYBSF/jdOHMchghgbZCPSnILhnIPtLMOwpiLE6X39VtGfjk6X89er1anY79n/+G8UphUYP+IwM2o6mJI+SIOpOztLvRZP3nwmC5fNw1/037i1Ad07q3juJ/OYc+M6Ug0eubYMW54Yx6RrdwGw/8VmamfpkYE93WlkVUzgGXiGQRwLipFFGEu8yKDoWxR9m2bZwsNXf/ik7E9FFVVU0emiU5YZ/I0Tg8F7P1aBwSddt9xyCzfffDNtbW3MmjWLr3/965x33nnHXX7lypV88pOfZP369YwcOZJPf/rT3HjjjcOW6enp4XOf+xy/+tWv6O7uZsKECXzta1/j8ssvP6FtOlUXVVHbFIQQKKWY+v2/ZPvfvzGKBIRBxJf/5lZWPrWdsMomTFzCZSCs7D+guJxEQ+EhLmFpKoRkmEvYMvQNrEINZAmDosYx8ROXcK1lE6gSMTEpw6DKEhSiAqAYk6qlO9AO0Ixh0+ykOJxER9TbtWRMQZd/EIBGu4l626G9tAUA18gyIT2JjuIawiRrckx6Po7waS8+B4AUNhOzy4iivXR7LyTzXMZm34ShejhceIBBKHw+9c4k+op3EiRAVYoq6jPvwBEmucKtxEmshJT1VKXfjWvUExRvJw63Jd+KxHIvw3EuRoYv6riH8pBjkYHUNWCdA/6TUPrNEMevofN/3Ssh7oHSnRAMKe4kqsG9HJyLIWrT6wbPDPk1GLronHO5LgrnP5aA4aH5vBbY5yDcS1DmTESwBuU9pN3FQ3OGRRU45yGc81HmZESwLnENrxruUAYNkZ2lGg4bLYhwHcp/RucSHwWHk8xh+0wNsWUDItqK8tfoeIlwy8B3MWybLZ09LKwzNCCOcxoqhwkgPl4GsajSkRTWDIQ5XbdjTkEI+9jLV3RKdLrcTJ+q/Vh69b9w4DyD9OR+5ra0Ma36II6MyJoNXNjyfmZUL+NA4UWe6vweHSUNeV2jmgX172ZW7VWAYlvvb9jYcyv5UB8rDeEwqfoKZtS+g2p7LP3+Dvb0/4p9/b/BHwJ2G1OLGVt1LS3p5RjCpc97gc78PRwq3EcQDf79mrKOutS51KWWUZdahiXrKQUb6CuuoL+0gqJ/RBHLBP5m3MVknMVknDMRCA19vefx/Ofw/NWoo7LGwTTGYFkzsa1Z2NYMbHsWkjRx+BJRsJbQX/uK0FfIOqQxHmmOQRpjkcY4pKxHohCqTx8zwl0QHdCdZ8fqmDpmw1mdgS4bQdbrY7ow9WsqAvyBLOHujgMEfie1tR6Oc4wimn+gwlgQKaGLwCkxAJdhSAG7JDqiHCkhhs5DR02UlxfJZ3lk99kfuz9tEB4LlDCBKn1uMadj2GeAtQDMSUhZOY5XdOp1upy/Xq1OxX5P//zXCKYXmDhCZ+NPS7VTM6SAnJ83sDd/gDt/upFl/7gOM+PRs6uOp348nQV/tRGnxqPvQJbda1sZe7E2BhzY2ETNlD7iSNBfchGOwvNMAkMOOoMjEz8yKPgW+ZLNQ5d+jNFVtSdlnyqqqKKKTgedMhj89ROEwR+vwOCTqttvv50bbriBW265haVLl/Kd73yH73//+2zYsIGxY8cetfzOnTuZPXs2H/zgB/nQhz7EE088wYc//GFuvfVWrr/+egB832fp0qU0Nzfzd3/3d4wePZq9e/dSVVXFGWeccULb9ceAwdNv+V9s/ae/PWlt/ylo04u7+fSNPyZnCcKMRZSShMcrLmcep7ic8TJZwsmjkBoGm2biEi4XnBOKtDWYJZy1JX4cIEVMjWNQin0EikbXIRfqOIgWN00h6kOhSBsWdbZFb9ANKFqdOiBPPtJZw+PSo8lHHRSjHABjU+MQ9A7kCddZLYxwG2krrB5wBU/MnkkUHeKwtx4AS6aZmF1GKdhMr6/nGSLF2OxlGKqLzmFO4fOpd2eSK/4GL9wKgBAudek/I200ky/cRhiVh1U7ZNNvIWPPJ/LuI/QeG/heDGsOTvqdmARQ+BlEOwa/NOssSF0PeDomYij4lS36NessCJ7UmcTxwcHXjbGI1LUo6xxEuAZVvBvCoUO3Le0odi7XjmFvpY6aSPZFS4A1H+FeirIWI6IdKO8RvewwMCKSmIjzUfZSUJ4G2f6TunjcMHhrJE7gJUkxuloNnAfg8JE5wlJHXtiLEPYilDEDEbdBsAYVrNHtx11H/tx1YT1rbgKI56KMSQjVAcEGVLhR5xCHWzl2nqihIynM6Qhrui5yZ85AGA3HWLaik6HT5Wb6VO3HOdd/hYNLJdWTepnT3Ma0qg4sGbGs6X1MqTqDpw99n70F3bllCpd59W9jXt3bCFWRzT0/Z0vvr/BjDVUdo5ZpNW9lWs31mNKlLf9bdvf9aqAjDHQRuDFV1zK26lpS5ihy/kscyt9NZ/5evGjwb9SUNTSm30Rj5kpq3bNQRORLT9JXepD+4gqCaHjWuGvNIesuGYC/UqTx/Ocplh6l6K3E99dwZGePEGkcez6OvSiZFiCEIPLXEgVrE/j7IupYGeSAkA3aVWpOxbCmII2pGLIOER+EaAcq3KkLYkY7dXHPl5OoBmMkGKN0RI9sAGFryKtKOuYnPqQ746IDSYzNibt1g0CSy9v0F2yKvoUfGvixgRKABEMqTDPGMiMcKyJlB6SskIzjY8o33ECyl5VSDKHWEjBBpBGyUX+H5kQwZoI1CYxxCFlVGSVS0e+l0+X89Wp1KvZ7yhf+FabnmdRymBk1B5mSaqfK8HCNZg5uVtROPgSRycNfm4tptDDzg49jZ0M6t9ay74nFjLz2CZyqgO491bQfqKd1UQdxKDh0oJbsyAJByaAoTDAEpdAgxMSPJF5k4kW6kFzRt8ioBlZd8/GTsk8VVVRRRaeDThkM/vd/OjEY/Im/f8OdZ08pDD777LNZsGAB3/rWtwbmzZgxg2uvvZYvf/nLRy3/mc98hrvuuouNGzcOzLvxxht58cUXWbVKD7H/9re/zc0338ymTZuwLOuEtsPzPDxvMJ+vr6+PMWPGnFIYPPPrH2LzV/7mpLX9p6Ioivm3z/2CBx7eqF3CqcQl7OricmpIlvDxXMJHxke8WpewIRWWoVDEpExQIgQUVbZBhI8iJm0aWDLWMRIoWlIufUmBuRanmlDl8JK84ImZFrq8fcTEmMJkQmYUB73txCpCIJiSnUxfsJNi1AfAaHcKGVNwMCmmZAqbidmzKQTb6PWTyAmjjgnZcyn4a+n19e/dEGnGZi9Hqs5h8RG1zhIaUosolB6gGJSdbya1qWupcmZRKN6B768e+A5S7kVk3SsgWE1Q/DXluAchG7BT78Cx5+jCb97vGMjPlQ2D4Nd/HIp3DIGxAuzFuuicUQPFe8F7QBc9KstaqMGwOQPhP4Yq3QMDLmUAF9wLEO7lKGMswnsU5a0YHlUBGoi6l6Ds85OYiEd0XnG4afhysiVxDS9HmXMQ4Uso70nwnzjaoSvSevucJSjrHJBVCP85VPCMziaO9nCUjHEaDluLUNYCEAYiWIsK1uptDtZzzMxPOTKBw3PAmoMypyVgeRMq3KQzi4NNoHqPXhe008+cBuY0hDU1gcSTEMI59vIVnbBOl5vpU7UfZ/3ZV+k4F2on9nBGcxuTs4ewRcjEzGQOlXTHlcRkVu1VLGx4DwLFuq7/YmvfncRKd3hUWWOYWfcuJlZdRqxK7Oy7lZ29txIkxd0EBs3pZYyrvp6m1BKiOEdH7te05W6jOKRgnCEyNKQvoSlzJbWpJSgV0Fe8n77i/eRKjxIPGRkghEuVu5wq92KqUhdhyiaCcBul0kqK3qOUvCdRR4wkMI1xOM6iAfhrmdNQ8QFC/yki72lC/2niYx0XEBr6WnMxrTlIawaGMRGheiHciAo2Jn/jG1/e5StbwJwA5kSEMQElm9EnuBIiakdFuyDcDdGuY4xsOJZ04TRkM4h6kNUgrKTNUHeexf10te+lkDtIbZ1HNvtyRe+OLz8U5IMkbiKWREoSJ35eIcAQOl7ClDG2EWPLCFtGFZCM9o8PR8EGYAOOPk/JWu30lg36+zTGJB0DDSCbk6Kl9msOlPVtQ5B0TpQnD+1I9/S5+6jnyUQAKgQClAqT1wL077T8GKKvTaLB58PmJY+o5P+6vOCwScUMOvbVMaaX09DPV1L2rA9MYug8qSeRPGIcMU//X6TfiXAvfpWf9KBOl/PXq9Wp2O/J//SvyOl5prQcYkb1QaakOshIj1p7Js//+zLss37J6DM7iUPB09+fR8eBKs799AvY6ZDcvhae+NkEFn1oA6Yb0LWrlu58isZpvQQlg77+NG6dT6lg4dv6d1KMTMLY0O7g2MALtTu44Nn8aMkHOKvlaHNURRVVVNEbUacMBn/tBGHwpyow+KTJ933S6TQ///nPue666wbmf+xjH2PNmjWsXLnyqHWWLVvG/Pnz+cY3vjEw79e//jVve9vbKBQKWJbF5ZdfTn19Pel0mjvvvJOmpibe9a538ZnPfAbDOHa+2+c//3m+8IUvHDX/VMLg2V+9kY3//qmT1vafmnZvPcjf/OUPORzFhFmTKGUclSUcWzpDODaO4xIeCoVP1CVczhJGkbIgIhrmEhZCUeeYFBPQ2+i45KMcusCcixQ+XuwhUIxN1w1ERaQNmxFOhk5fO8OyZoYRbi1tSZ6wI10mZcZysPQSkdJRBxMzcxGqm05vS7JMlonZRXSX1pAP25J2G5mQXUq/v5o+X+fnmiLL2OwVGBymM38vKolOqLbn05Q+n5L/KHnviYHPusq5hNr0+XillRRL91O+0bGt2VSl341JL37hp6gBB52B5b4ZJ3U1MtySFJwbAhzscyH1Ft1O8VcasJYlqnSEhHt5EhNxp3bnDtxcWeAsR6SuRhmjobQCSvcOB7QirZdxL0OZ0xHeYxoM+88yrLibMRqcCxHORShjFMJ/MnENP8nw3ExTu4udZeAsQ4msXtZfpbOJj3T1ilodU+EsBvscFClEsBoVPKfhcLiZo24WZYN+D3shWAtR5hREtBOCF1H+WgjXQbj96PUQOsLCmpMA4tl6n1WvhsLhpgQgbUo+o2Mdjo0EHE1FJKAYcwoYoxBCHmP5io6l0+Vm+lTtx5nvvJlDSxQNE7qZ13KAqZmDZKWfDM8XTK2+mLMa/oKUWc2G7p+yofunhEn0TJM7h5l172F05lxKUQc7en7Mnv5fEiWxOWlzFGOrrmdM1TU4RiP93hra+m+ls3APsdKdKlK41KcupClzJfWp5QhhkCs9SnfhV/QVH0CVY24A02ih2r2EqtQlZJ0lCCEplh6nULqXYukRoiPcwlLWk3KW4brLSDnLMIyRxOF2Qv8pQv9pQu8p1NBRD+X1jAkY9lwM6wxMay7SnIlQ7eC/gApe1PEw4RbAP8YnamhnqDkZjIkIcwLKGANKIeK9qHALBJt1p1ncxssCKlGbOIVb9aNs0LBXhbpTLu7UMRNRm55OsDidH0i6e1L09LvkPQsvNImQCAnSjLGtiJQTkHUDqlMlqlPeQIb076tSZODHklBJYiU0W0MhhUKiMKXCFDGWiP/g93pjaii4hEGYyRHzYTgs5Yj5iqNh6rGWrehEJKr+HpG54fde/3Q5f71anYr9nvTlf8WammNK8yFmVrUxOdVBs9mHFBZdj7+f2/5tH2+9+RD2+JdQMTzzk9m0767n3E+9gJUKObyrhu2PzmPi9c9juRGHttdRNE1qRuUp9dsUIgsnG1LM2wSOII4FpdgiVJJiaOFHBqXQpODbxF6Wtdd/9qTsV0UVVVTRn7pOGQz+1xOEwX9TgcEnTQcOHGDUqFE88cQTLFmyZGD+//k//4cf/ehHbN68+ah1pk6dyvve9z7+7u/+bmDek08+ydKlSzlw4ACtra1Mnz6dXbt28e53v5sPf/jDbN26lY985CN87GMf4x/+4R+OuS2vhTP4jC99iJf+843nDB4qpRS3ffdhfvj9RwmyNmHGIEzJV3QJxybDM4Rf0SWsK4gLQyGTQnO2qUGwIRW2oYiJsQ0wZURMjGMIHFMRqBBTQI1tUoiKgGJkKkt/2I0CUoZJo+3QHXShXcN1WNKjL9B5ly1OE44RcTiBxHVWPa1uHfuLLwEKicHUqnkUgt30BrrYUtZoYnx2DoeKz1IIyznFIxifPYc+7xn6A+2oNWUVY7NXYNLPodydqAQ4ZO1ZtGTehO8/R39pBeWbs5S9gPr0dahwM7nC7agExBhyBFWZG3DNkQTFXxL5Qwo2mTNw0n+OJWt0UTn/8cEvUDZpt7B9nga+xV9DPASymJMRqbegrCUI/wlU6a7hBeFEFtxLwblSO9VK9+n84KHF10QKnPMR7ptR5lyE/xTKexC8JxgGfEV1stxFKOtMRLgR5T2qC9kdWVxONoOzDOGcpyMs4nYYgMPPHZ03LFvAPhthn53EStRAsBrlJ3A4WMfRUQ9Okju8AGEtBHseYGnHcLhOA+Jg3XEKzUkNc61ZCHO2bseapp1M4VYIN6PCzRoyBZuP7zAUGQ2azCkJJJ6iHcWVqIlj6nS5mT5V+7HwhpvpPCemeWIXCxoPMD3bhiMjGpzJXDTis9Q5Y9naewdru36IF+njX4MzkwWNH2FEeiF9/la29/wX+3P3D+nAms7k2vfTmrmYWJU4lLuLtv5byQeDo38y1nRaq95FU/YqDJGl6K+hp/Aregp3EQ2JVLDNCdSmr6Y69SZcaw5KFSiWHqJQvJdC6UGUyg3ZGwfXOSsBwMuxrVmo+BCB9whh6RFC/ylU3HnEJ2Bh2PMw7bMx7bMx7PkIjGQkwAso/wWdKa76jv7wREZ30lgzEUk+uBK1iHBL8vesHwl3MSwXfVgbVXpEgjlBPxpjQLoQlxDxQVS0O3EL7zkxt7BsAmMEiFYw6hJ4LNBOzAI9nQfoat9BfWOB2poTg8cAUQy9RZe8b1EMrcQdrKGuIRWOGZGyAtJmQNYOsOQfXnAuKOcSlx3IJC5kNDiuQOOKXp8yAEvneac/gKz6yO/d0uly/nq1OhX7PeErN+NOzTGtqYMZVQeZ5h6kwUquC5XBQ9+cTSp/AdnFjzDmXG3meOGX09i9sZVlH38BK+3Ts7+K1Q9MY947N2LYMe3bGoirY9L1HrnuFJENphNTKNiEtiCKJEWlC8kVQxMvsigFJgXP4tPTr+aGaWeelH2rqKKKKvpT1imDwTd/6cRg8N/+f6/L82x9fT1btmyhsbGRurq6lx0h1tV1jGjLl5H5h27cK+nIjVVKvewOHGv5ofPjOKa5uZnvfve7GIbBwoULOXDgADfffPNxYbDjODjOH3eYtTyWUegNJiEE7/zQhVz5jsV85i9/wOb9XRhVNmEgkzxhtBHUEnpUn0KP8CubUGKBUjo+QqFZmTIHX1cKDY2TRxBEscKyBH4QI6QEFMVYkbYkfhQRRAZVtoUX+XgR1Dounipx2AuosdJEeBwo5jGFTYubojfsZW8xoNluICZPu9cDKCakx5EL22n3DgGK8enJFKIOuoMuuoMuRrlTyJqCg6XNbOp/Hlu6TMkuo9vbQC48xEu9D1FjjWJ81VkcLKwiHx1kfe8dVJmjGFf1bnpKq8gFO9jRd1sSH/EuHOnTkbuDnL+enL+elDWJ1urPoaJt9OR/TdFfzX5/NbY5gYaqz2CoHLn8T4jig/T030w5Vzhb+15i/3H84i+Jw40U+26iKKqx03+GU/sDRPAMFH+pgUP+25D/jnYLV31GQ4/SXVB6AMJtqP6vAgbKWYbI/hVKjgLvPijerd1uxV/pSTZrN3HtN/SX5z2QFJbbB6X7UKX7ABflnI9wr0RVfxERvIjyfgfew9rdW7pLA2cslH0Owjkf6n+oh4x6j6L8R8F7SmdoFn+BKv4CkChrLtjnIjIfRtVMR4QbwF+F8lZpuBO3D2kbkKPASeBw+t3ahRe8lADi58FfDaobgucgeG7QJ2VMAHs+wpqHyH5Eg9q4ZxAOh+t1O/GhBAxtRvGr8spDAPFMhHsFmJ/SsDxu18sHWwYhcbhdQ+3gRe1OHvJ3p2R9AoYnI8wpg89l3cn+E6/oNJKyxEBmrCEjpNC/qqlVl9If7OCxg58mF+jOjSprDPMb/jdjsxfQ5b3AMwf/ivbCowNtNbpnMbn2AzSmzqEQbGX74S9wKH8XUdIRI4VDY/oKWqveSZUzjyDay+H+79FT+BV+uGugHUM2UJu+htr0daTsecRxN4XSCjr6vkaxtJKhDlhDjiCduox06hIc+2yEcIiCFwhK95Pr/QxRsO6IPXYw7YUY9tmYzjmY9nw93N1/Wo9AyP2bhrhH5fG6SUfQPO32N2egRA0iXA/BumTd/wtx+7E9lKIKzKlgTUOY01DGRJ0JHHUgom2ocCt4v4VwJ+VOqGO3UwfmODDGJuA4m5wbPR1DE+1PCtQ9AX7+qNVrs3oqq1g06ejMcLgvpbOEIxMlQJoKxwnJpHxqMh5N1XnqMyXqM6Wj2jye/EiSC2wKoUmQOIKF0J2zjhHjGiFpI8A6TpSEJRXWCThSQyWIFSjEQJE6A1WBxRX9njIGp2HREGUlF60qRl/Mhgz/ay3HWqAjQCp6fcjQHUmG0J1JhhhyjBcRF370RTY9ENCz5jLWHoyY+9btzL9+M9ZvQ1Z+bRHnfWI1taP6OfOqjaz+5TTmvHUzLZMP07atAc8xydYV6e9KEZuQTvsUShaYAjcKKUkTx4hQ6GNVFAu+vP5e3jN10Wse/1JRRRVVdLpKaP/gKy7zetW///u/U1VVNfD8ZJ4v/uRiIpYvX45lWTz44IMDy9x3331cfvnleJ6Hbb9yZec/RgG5Mz/9QVb/5NMnre3TQc8+uol//NvbKaasAZdwWHYJ24LY1NERAy7hxCn8alzCwhh8LLuELRNiNNxIDRSYU2QsQZAUmxtaYK7JTdGf5AfXWA6WDCjFHhr61tPld+hICiGZmG7mkLcnyRM2mJgZQ7u3k1Dp3oCJmckI1Uunr2MSMkYtEzNT6Si+QCnWDrM6azyj05Noyz+Ol2Rr1ljjGJc9i57SKvp87UyQwmVM9koy0qA99wsiVS7W1Epr9m2Yopfu/K1Esc6jNWQD9ZkbSBlN5Au34g/kDYPrLKEq/S6M+BB+4SfD8jFNewl2+p2YwtRQeGhMhKwH91pwL0OEm1DFXw0vOidqwL0C3KuAGEq/0dB3qLvVGKeXcS5HCA9Vul+7hqN9Q34tNjjnIpxLUc5yRLRLg+HS7452AptTwbkA4VygIxiC1Ylr+DGItg9fVlSDvQThLAXnPJB1esi3/zT4TycZxkc494zRYJ+FsM4C+yw9TDvaCf5qVLAa/OeP3ibQzmjrjCReYj5YZyBkNSpqh+AlVPAShC8lgPhYRaVkMsx8JsKaBdYsnaksq1Aq0KAn2KLhUbhZu4qjPRx3GK9sHOIknpIUsHvjQOLTxVl1qvZj3ge/RveZIWPGH2JB4z4mpztwREiT3UQ+1BDYNeo5o/4vmVxzNX3+FjYe/jc6S88kLQhaMxczueYvqHVn0+etYW/Pt+gq/m7gPVLmRFqr3klz9jpMWU2u9AiHcz+iv/QQ5d+tEClqUm+mNn0dWfc8lAoolO4jl/85Je9xhkbJmOYE0u7lpFOX4djzUXEPofcIgfcQYWkl6ghXvWGdgelcgOWch2GfAcTgP6dHDXirkgKYR0bEjBro5MGejzKmIKIder0gGQFwrL9/ZPI3NgNhTgVrKsoYD3GvHtkQrE9GEhwvZgIdqWNOAmOSjpmQI7XLUHmI+AAq3KY7hsKdx28j+W6QrUlBuhY9+qFclI4S+d6DHNyzgYbGPmprT8wlnPMsuvIp+jwbLzQJldTx8kZExgmocnxqnRIp6zhO6OOoFEmKkYUfS6IE6ppSZw+nZIT9ezqNY8UwZ7H8E4LEx7tMr8CjP0Rl0CsYdCBEvJpijK9KmY8iqz76e69+upy/Xq1OxX6P/7evUj2pj+lNHcysamOK2061USJtTqDJvJDdpR8AkN83g/++aQoL397H5Mv0eW7bk2Mo7ltO04X3kKkvketK8cLD05h91Rakodi/tQmntYTlRvR3p5BVESAoBBah0MU6vcjU+cGRQTE0yXs259cv5OtL3nJS9q+iiiqq6E9Vp8oZPPYrJ+YM3vOZ16cz+FTqlDmDbdtm4cKFrFixYhgMXrFiBddcc80x11m8eDG/+c1vhs377W9/y6JFiwaKxS1dupSf/vSnxHGMlDovc8uWLbS2tp4QCP5jKFYCw3sddy+8Rjpz2XR+8+Tf8683/YIVKzciq21kYBC5kiiEyAZiMWi0iNG/0CNdwmqISzgGjGR5M3ELSyi7hE1TECQuYWlA3o+xDYNYxvT7irRpERPQXYrJWA5CBnSUSljCosY26Q10dERrqo5c2MOuQje2dBmVquKQ187W/EGyZjUjnAwd3n625HaRMTOMTk1gf3ELO/LbEAimVS0kH+6lL+hgXd8z1FojGJ9dwIHCs3QHu+ju3UWjM5kJmXPZn19Jb7Cbtd27NRSueh+93rP0+uvZ3f8LJBajq66iysjSkfsVXtTGrt5vYMoaRmTfS9pw6c7/lCDax6H+ryOEQ23qeuqzH6RUeoBC8V5K3pOUvCcxjbFkM39ByhpDUPwlYel3hP6ThP6TCNmMnX4HTvbD4K3UReXiDij8EAo/RFnzEam3oqr+IXED36ldrMWf6skYh0hdg6q/VcPc0l1QelhDzPwtkL9FZ++6V6Bqf4ggrx3CpQf0Mt5DKO8hwEDZZyPcS6H+J6D6wXsYVXoYgucTp+wWVP47IOo0PHYvgOxfJ8s+jvIf11nDqhe8+1He/fpHaUwAZynCXgKZDwIicQA/Bf4zGtRG+6C4T4Nv0EXi7DMR9lmIzIegeqyG3cGLyVDyFzRUVjkN0v0nBpIplDExcRTO0/tjfkT/gOODCSDekDiIN+jPOtymHdhl1zLo3FFzJsKaoUFT+h26uJAQqLigAXi4NQFFWyHYpuMq4k7wO8F/6ggncUMCiSchjMkDkBjZWIENbxAppTvZkApT6rxWVwSkZEA+3I8l08yqu4Hpte8giA6zpuNz7M/fB5Acj65mUs17yVjj6CmtYu3BG+gtrUpaFzSkL2Vk1Xuocc8hinvozt9OV/7H+OFglnjWWUZt5nqqU29GijSe/wyHuz9LvnjXsAgIy5pFJqUBsGVOR8XdBKX7yfd/jdB/gqEwR4gaTGcZlnshprMcIRs0vPWfQOX+b9KRdUQEjDkF7MUI+0yw5usOo2ADBM+icv8B/vOopCNumIzRQ4pHzkUZkxDRbgjWo8L1ULo7KaoZHt1dI1JgTNIdNdYUlJyonb5x1+AoguIdSWePhuFHX2HYehvMsdotLJsTcBzoEQrRruS4+iJHZgpnbJg0efD/hYJ2CXf2pMmVbPzIAkNhOxFVaY/aqhLNNXnG1h8jMuMYyvkmvZ5LLrAIlK7tYMoY1wzJWj41tjfgCnaNGNd4eSAdxIJinABowBAKW0Q4Mjou4JVCA+AjVYbEfyw4HCrwFYRKEaKIFOjwKh1nFaNjr5TSv2NFrPu7BRgIpBDlkmQaZwoDmcyXSP0cUTl2A/oCsuzojRnu3C0Xoft95IJwdIcKJogEKisG30f5gAdKX0MiG/+A/ajopEqCNAZdwQYxBhG2dJg78mP8z9+u55wPPENm9Ebe8sUDPH/bVRzc67PkAy8yeclecgce5b7vLGDZh9aRre9n0aUbeeGBqcx483ZGTTnEvi3NMKpAVV2R/p4UMhuRMgOKsX7vWCUjXZXAMSIiK+TBQ2vo8y+n2n55WFFRRRVVVNEbW6tXr8ayLObMmQPAnXfeyX/9138xc+ZMPv/5z79qHnrKnMEAt99+OzfccAPf/va3Wbx4Md/97nf53ve+x/r16xk3bhw33XQT+/fv58c//jEAO3fuZPbs2XzoQx/igx/8IKtWreLGG2/k1ltv5frrrwdg7969zJw5k/e973189KMfZevWrbz//e/nr//6r/nc5z53Qtt1qp3BYQwXfOT9PPHrSlGA4+nAnk4++b7v0xGEhBmLKC0JU0cUmDMhshjIEtaOYO0SPtItjDHEJTzEHYzUj4YBCoVpghIxQijSiUtYiJgqS+KrAIGizrUoxvoCvtqyUPiEKsIAWtNpeoIeAGpMl6wl6A16AEWzU4crA3oC7fKst+pocDIcKGl3qiUsplZN5bC3mWKkb6Ib7dGMSo1iX/4pwiTjt8WdToszmv35R/BjDR2qzNFMqFpKv/cC3d4aAAQmozKXUWu30pn/NaUErEjh0px5CzX2OHoLv6A0ZHh01l1OXeotxOFGcvn/IU6cc0KkyKSvJ+tegQqewS/chhrIpZSY7sU4qXdiCLRb2HuEgRspkQH3MnCv18OsS3fqYc6qMPiFWwsRqWtR9nJE8ByqdI/O+x0KYszZiNQVKOfNCJUH77eo0gPDc4gR2mnrXgLOxdrh5j2mobH3qIa/gw2CvVDHSTjLUXK8HsrtP4byHtcREcNcQIZ28tqLtXPYOkMPuQ5Wo/xndIG7YB1HOYdlcwKHF4G1SMMk4iTzd0jW6BD39eDupMGcDfYZCOsM7R42WgBQUYd2KgYbBl2EQzObh21DPZgzwZqRZJZOB2MCQmjwouJc4iBMhqGXHYXHzDQub1tN4kyehDAnJrBqUlK47tjFOl/POl2cVadiP3wvZMHffIP+BT6TxrWzsH4v01MHsWXEiNSZnDfii0gh2NL9XXb13ZZkAgtGZa9get1HSJmtHC78jn2936bf1yMQBCbN2WsYXf2/SNuTKPovcTj3/+gp3DGQZy5FNXWZt9OQvQHHmkgY7iVX+Dm5/M8Jo10D22caY8mk/4xs5noscwJx3E1QvJ+gdDeh9wRDoY40Z2K5F2I5F2LY84EAvCeHRM4c4cKXreAs0R1C9jl6OHfwIvjPoPxnNTAeeiwDfcyzFiSO/7lgzdY9ksFqlL866RB6iaOzxtHxDtZsnS9szUIZk0GVEOFmVLgRgo0QbtSdSceSyA523piTUKIF3YPaox3K4Q49xR0v840bSTG6sdr5LLPok6dHUOriwM6XSKcO0dBYRL5CjcqegkNHf4a+kkMpMFFCYJkRaTugNlWiKVM4IXdwrKAvsOkPbAIlUQgsGZE2Qqot/4QdwbFCF6hDIgBLxK/KTVy+In41LLUQS/KxQVEZFJWgqCReLPAReLH2bPtKEBIPyTmOdcE8YgwRJY+xdkInz42BmAsNhCUqAcEKQ5QdzhoSG0IMPJfJ8wE4PBQUC8kfDxOXXbcnKoOB6IVXJStZF/Sx4Bh/dyekBPJiJbEQ6G1Rgb62OcHCjMdU5hPIqv/9e69+upy/Xq1OiTP4P75K3YQeZjce1AXknIO0GP0IAeNqP8E3Pm7SmVvDdf/0IoaTo9ib4s6vLaV5gsuct63EciO6D1Tx9K+WMOu6F6ht7aeUt1i7ajJTl+9CSGjb1YjdUsS0FLk+F5GOiWNJsVxILtKP+cDCi0wKvkWdGMVv3/z7u8crqqiiiv7UdaqcweO+8iWk+wrO4FKJ3X8CzuAzzzyTz372s1x//fXs2LGDmTNn8pa3vIVnn32WK664gq9//euvqr1TCoMBbrnlFr761a/S1tbG7Nmz+fd//3eWLVsGwPve9z527drFI488MrD8ypUr+cQnPsH69esZOXIkn/nMZ7jxxhuHtblq1So+8YlPsGbNGkaNGsUHPvABPvOZz2AYJwYoTjUM9kK44sMf5KG7/vaktX26asUdz/OvX74bL20RZpMCc44ksoV2Cg8pMBcPKTKnEvirLB0ZoYbAYA2HkylxACgUhqnhMIKBAnNSKlwTIhVhJs9DFSFFTK1jUow9BIpGxyUX5QBF1rSosiT9of7/CLeGSOUoJgXoxqdH4EVd5CMNJlvdEbhGTIenC8hljCyTshM4WFyHF2vI0OJMYITbxN78KqIkYmJkag7NTit7cw/jJ5ESWXMkE6uWk/fXcrj0bPIpClpSF9CSmklX4T5yfhn+ShrTl9GUWkzee5C+4gOUb8wccyoN2RuwUPTnf0wwBLg69llkMzdgC4OgcCuhv2rgNWGMwkm/A9u5GOE/iSr+XLvNyjIm6qJy7sWIYC2qeKcuPjdwQ2jrQnCpq7Sz2HtMg2F/FcNcOtY8hPtmcN+sb8S8FajSbxOAO0TmFHAu1oXljOmI4AWU97CGPkcVlhsFznKEsxycc3S7/tMo/wntGh4Cn/TOZnQ8RBkSmVO1yyd4IYHDzySxEkfceIoaXVjOPlPDYWsmQtiouAv8F1HBi3o/yu7hIyVbEofh3AQ0zUFIHe6p4u4BWKSCjRoWhzs49s2zC9YUMKcPAmJz+kBbur18ApC2DRlyvg2ivcdpM/kOzQkaFBsTNSg2J2j4LDPHWee11+lyM30q9qOnM8fSf/oO+QUeU8e2s7B+D1NT7ZgiZlHjJ7BEnq09PyBMOqcaU4uZWf9xqu0pHMrfzd7eb1NICl9K4TAi+3ZG1fwljtFCX/E+Ovu/R8F/fuD9XGsmDdn3Upu+DiFM8sW7yeV/SskbjKQRIk0mdTXZzJ/h2OegVB9B6QGC4m8SADwIGA1rDpZ7JVbqCgxzHCrq1KMHvN8lxSiHQByRBXspwlkC9mIdWxMfSDqVHtPHqyOLTIpa3bFknwX2mShjKiLaOQT+rk7+Zo6QrNf5wuZshDUTZc5MwO9afRzw10K4iaM6mACwkmzhGQhzOsoYp0FV1AHRZgg26Y6yl4O+sjnp0JmoobewtWMx7kryhHck2318h2ShYNLWXkX74Qy5kkOIxLRi0umAuuoirQ391GdfOT+4M5+i23MpBBaREphGTNoKqHE86t0SxgmEteVCk2KkHcGGULhGSNYITsjRGymIlEQIhXWCwXC5yKQnsumNLHpjm97YJBeb5GOTvLLojyXFWCJljC0UUkQIFGYCdy0JglDPSwCvfu8oAboxJhGWYGBdgxhTRMkjiPKyyfI651TPH4TBKmlPIpPj9lBIrAMRDIRQSeqt0NA4gcP60Tymc3pQugbDK8Pd8pCtEwG6FhoYn2iRDQE42omrYvTf9asBxy4IVzvmEYNtqDyvDloD2CCrdIcuri7QOPAZhUl2d0F3UKsiovqfEek/e5XvMajT5fz1anVKYPB/foXGid3MbjjIjMwBpjoHaTQHO/x6903nB5+ezpvfPhfnjO/SMLaP0Dd4/CfnsWdvikv++hlSNUUKvQ4P/fQsZl++jYYxPfglkzVPTWLK0r1IqWjfV4fV6GGYkM874KjBQnJKUoxsgqSgXDG0yJUcvn/2/2Jh07iTsp8VVVRRRX9qOmUw+F/++cRg8Gc/97o/z9bU1LB69WomTZrEV77yFR566CEeeOABnnjiCd7xjnewd+8x7kdeRqccBr8edSouLuIwRB2agRCCvlDwno/8L+6+81Mnpe3TXVEYcfPf/YwHV24hqLYJM0ZSYE7nCceWzhJW5Rxh89gu4YFHbYnRUDjJEsZQCKkQEgxTD70UUmEkoNgxAREB2jEcE+jnpkQaEZGKMISi3nHIhfrGodFJE1PEj31AMS5dT3eSJyyAydlWuv0D+AN5w+MIVS/dgb55rzHrGZ8Zyf7CWoLEKTcqNYVGq4Y9+VXECSBodWfT4o5mX/4RvKgbgIw5gklVF1IKttBRHCzc1OCcycjMEvpLj9NTemxgfo17Ni2ZK4nCjXTnbydOYIch66nLvIcqeyaF4l0UivdSBgOGbCabeQ8ZdwlhaQVB4Rco1Zu0KDGdC3HS78SQ1dotXHoAKA28jr1Ug2FrDsL7Lar4ax1bUJaoAvdNumCcOQXhPYgq3q0Lsw29MbPOGATDGFBagfIe1E7doRBFtoB7EcK5BOwzIWoDbyXKW6nzgIfdcNpgn52A4fPAGJ8AoScTOLxKF4kbKtmg17EXJxBpDOCB/6IuJOc/qyHvkS5CXLDnaXe0vVCDbpnVw4CjHeCvQQVrtBsx3MrRN7cCjIkaENtztZPYmoEQehiIUkUItiSAeIN2FYZbkuGpx5AxBszpYE5DWNP0c2MMQgxaAJXydA5puAOi7ahwe+I43MnLuqNkSwKfJiCMiQPPka3D2n8t9Psc92+55RZuvvlm2tramDVrFl//+tc577zzjrv8ypUr+eQnPznQmfnpT3/6qM7Msm677Tbe+c53cs0113DHHXec0v14Je3c0sYV376V4rwiM8YdZFHdHia67aRkSI2ZIYj130K1PY0Z9Z+gKbWYruKD7Oy6mWK4AwBDZBlZ/R5GVv8Flqyhp3AHh/q+iRduS97FpCZ9BQ3Z95G2FxHHnfTnf0J/7kdEQ4Cm65xLNv020qkrEMIl9J/AL9xGUHyAYQXjzFlYqTIAnoAK90HpXn1sCF5k2DFEjgL3QoRzEdiL0FnBz2r4e8xs8TpwzkFYZybwdzIi3g/+k0m+8FNHHx8QCbydj7AXgLUAJbIa/Pov6s6fYK2OqjlSogbKsS/WDO0WJtS57MFaHVMRbuW4jkdjjH5vc5J2++IAJT0aIdicQOP24/8ARCYBxuPBaEQDvQDiXjoPbESoXTQ0vDzw7c65tPVk6S06+LGJlIqUo93BI6pzZJ2Xd2v6kaTLc8mHGhZbMqbK8qm1PczjFJYrK4wFpdggRmCJmJTxysP/i5FBe5CiI0xxKExxKHDpihx6I4euyKY7sokR2FIhkmsDS8RYMsYUGnZKocGvLQWKCEGMJSIsqZJlNMg1RYQtwBA6k1YOQF8NfCGByESYIsaSAplcgwx1D9tCIobMN4R+zRRyoG2GuId1vISJHBKPoMFwOW7CwBRm0ibJ64mLWAgkJoawB4D2sSUAm8ECasdTGeQKDUpfEeKaGtwidbtHnVePp5SOXREWoBIom3+FbRsqQ9cWEFndeSISt7IK9DbEfQxe55yoslD1MWTmva9yvUFVYPDJ2+9x3/oKI8Z3MbuhjVnZA0xxDlJrlAhKBrZrovDoPZRmx8Pv4cF7+7jkr55m/AJ9/HzqzrmsfWwCl33qeaqauwh9g4dvX8iExftpmdhF4BuseXoyk87ai2EqDrfXIOsCpIR80QYLwsigqCyixCHsRQbF0KIQmHheNc9f9fcnZT8rqqiiiv7UdMpg8P85QRj8d69/GFxdXc3zzz/PlClTuOSSS7jyyiv52Mc+xp49e5g2bRrF4nHu/4+jCgw+SV92UFiH0aejLPaVTG767I38z21/fVLafqOo82Avn/qL77E3VyKssgjSCRB2kgJzCRSODBJHcOIWNiCWL1NgLgHFxywwh8I0FUoohIhJW3JIdISBr3RRuRrHxFMlNCA2caQaKCo3KlVFX9iNQmEJyeh0DYe8gwBYQjIx00J7afcAJJ6UnUB/eJBc2ANAvdXEmHQzewtriJS+KRubnkmdlWFP7skBKDzCncUIdyz7849QiroASJtNTKq6mChqoy3/22T4NtTYMxiTvRQveInO/H0D81PmeEZUvQMbj678TwgGiraZ1KQupzZ9NVGwllz+f4YAGoN06jKy6XdgqB78wq1E/tMD35uQLTpb2L1Kg4/ir3SW78AC1UlRueu0s827G4q/0Tm5ZclmcC9HpK5GiSaEt0LnBx8Fhuci3MvAeZN25XgrUaUHwX90+M2iyCYu4AvBWaZv6rynNBj2Hjk6bsEYDfYyhHMe2Gdrt0+4ScMfb5XejiPhqhylgZG9WENio0UXdgs3JkWpntXF5Y4oYqULS03VTkNroX40WgF05m+4HoK1GgL5a48T5WCBOU27hq3ZiftwMkLoGHilIg2Cwk2oYJPepmDT8M98qERKu6zNaQhzWuIinoo4ogK6bne/htjhdlQZEEc7tNvwuHLAHK+huzkBYY7Xec3mhKPe41Tp1R73yzFHt9xyC0uXLuU73/kO3//+99mwYQNjx449avlyzNEHP/hBPvShD/HEE0/w4Q9/eFjMUVm7d+9m6dKlTJw4kfr6+tccBj+9chPvvede/HkFZo0+wJl1e5jmtpE29PEoZbYyve6jjMpeTs5fx46uf6HP0yMTTFnH6Or301r9HqSw6cn/gkN9t+BH5diaGhqr/oL67J9jGc14/hr6cj8gX7iLcgeNIVuoyv452fSfYZpjiMP9+MWf4RV+hhpSWFKa07FTV2OlrtQAODoMpftQpbu1O3eorDka/joX6r+VuAu836G8FeA9zXCgI3UnjbNMdw6Zs5KM7acGi8sdecwQKbDmJXERC/RzVRwSL/FskhF8pBxdDNLS0TDKnAX4iHAdKlino2iCTRzTLSkyel/MaQhrOkqOAgJEuAMVbkjy03dyXPAlW5NM8Ikgm9D5SkWIDkC0RW/v8TqRgK7DLnsPVNHVm8aLTIQJqXRIfU2RUc191L2CQ7gjl6KrkKIUmQgBKSuk1i3RkCpivAzwDWMxEB8hhSJjBq8IfPORyd5SFQe8DPv9DAe8DB2By6EwTZufIq9MbAMQGqCaIsYxBHECZi0Z4Q75vyn0/1UCVnX8hJ6vyoBXxrhSDnQmm0LDYUcKVHle4vx1pYFCdyTLBARbUibgNk5cwhoOO9JEoK83hrqHbWEm0FjD6rJ72AQsaSHQ1ywkYFhDaIEpHCQ+5Y5fQRkCgyFMTOEiCRBDfkflLGKJxJApDGwEHuK4rnKZuGZF8pt6ORhrJcsagH8CTl2hO5NFSr8PAcQ5TgzSOjoKpgyMldLrxbmko+ZEbokEiHqdJy6yidu4DI39BBr36GNI8ncsqr+ESL/tBNo+tiow+CTC4O9+hZHjOplb38bM7AGmOO1USY+2bbVMqvk/FGq/BNYBolDyzF3n8btbR7H8Lzcx55JNAGx/YRRt666ldv49jJ7ZgYph1X1zqZ/cw6gph4gjwdpnJzF2fhuGGdPVWYWsDhFSUPBslAHBEUC4FJoUI4ucZ/P2URfxqTmXnJR9raiiiir6U9KpgsHj//nEYPD/z957x8l11ff7zzm3T9le1KVV71a1Zcm9N1ywARMg4EBCCwmQbyAEQocQCCGExIRegwHjjgvuTZKbLNkqtmTL6l0rbZt22/n9ce5O2V3ZspF+GNjP66WXdmfu3Nm7O3funOe8z/PZ+snXPww+88wzGTduHOeccw7vfve72bBhA5MnT+ahhx7ine98J1u3bn1V+xuGwcfoj91z6Jtk/P8B4InuLL/55of492vfdUz2/edWK+9fzxc+cQP5lEmYNQjdRB3hCCILYkugrEpKGBNiSRkCKyP5v98nLEGJJCWcfN8PhY1+r7BQWKYYpI4wErdwoEKkiGl0LfKRHmA12g6BKhAp7QEclcpwONBpsYxp02K7HPS1dzdtOIz2Gthb1IDEFCaTMx10+tvIJzqJNnsEI7xGduTWECcDrPGpOTRaHttyK4gTUNzuzGCk18Ge3MPkI71/W9Yxue4CTHLs6ruNKEkap63xjMtehoj2s6/veqLEqWvKBkZkrqbOGkVX/nryfr9yAlxrNk3pd2BLm77c/1GqAr+mOZFs+u149mKi4p34hd9o/QEAAtM5BTv1FkxzBhTvgMJNEO+p/HGNDu0Odi9BxHtRhVuheFdtWs7oSMDwxRokF+9GFe/ScKV6oGbO1u5g93wwRoO/UoPh0v3JIKy8Q53Kdc/UYMiYoJOApYdQpYfBf4raxJ2VaB5OTcDQdH1/8IwGw/5jSfJwQNLN6EiSwycmcLi1Kv37FMpfpSF5Fdwqlxypn9NaAPZ8DXuEbpqpooMQrE0Sgs9qWDQIMIPWQswEa3YCiGfXeIOhXzORNKQK+5eav8AR076yLYFPUxDW1OTrSQgx+IKq4u5ymlhFL1XcpdGOwb+r6hINiWZifAKJx1e+P4baiVf7vn/SSSexYMECvv3tb5dvmzFjBpdffjn/+q//Omj7j3/849x6660899xz5dve97738cwzz7ByZUW1EkURp59+Otdccw2PPPIIXV1df3AYfOt1K/nYsysJTuhjzpg9LG7YynQ3cQanzmNB25fwo31sPfx1DuZvB7QOYnTdNYypfy8Sk0O56zjY+22CSJ/vhmyiJfs3NGfeiRQu+cId9PR9n5L/VPl5HXsR2cy7SXsXAYqgeDd+/peEpUcon+uiDtu7HDt1NaY9R/uvS/foVQT+CiqKA6HPO/dCcM7SkzPRHr2SoHh3MrFUlUaU7eCcqgGwfbIGrcFqVOlBPWFUvYoBAEsDXCdZGWDN1f5h/4mKU3ygagb0+4I1F2HPA+sElByDCDdAsCp5T3hmsJYiOW6sOeXzWckxEHchwg2ocF3S3PIIS8FENpksmqpd3yKtAVW0tdxw88iTNxaY40F2gNGqJ/CUD/FhSrlNSLUFyzoyiN1zKM2Bngx9JQslBI4d0pguMqq+F88+MhAsBAZdvosfGZgyJmv71Nkvrw/YXUizLV/H9kKWHYUMO4pZdvlZthfTdIU2hiGSHgFgyBhTJsooGeMY6AlaoZsm2gbE/UleqbBk8r1Q2FJh939PjCljPEMmk7caDLsSpAhRKESS+nUNkziBuBKFJSI8w0Al0FIniWMcaWAQlkGzkSglXGnrlR8J0DXL+7UTwBqXtzeJsaWt4bTqh6Kq7Ci2pYtBDOTL9/UDYlOYmMJDqCLVkxBlBzEmlsxqp/EAUFtRTlgYRj0GEqHyNWnj2pI6CS+sBJz28LIpYZFNgKuRvA67eUV3r8jq64qoSiLHPUe4bg4sT6fjRX3iDzaAKAG8h5PPFkeTMjZBtOpzSDaCdznSu/goHjd0DcPgYwiDv/8Vxo7TMHhWZheT7X00GgUObs9S2vxfLD5zInc88k5mnKI/q21YMY6Vt15IfcdznPVXq5FGRL6riV//9xLmX7Cb8fM3AfDsykmQUnTM0dfAF9d30DBxP5Yd092VhkwMCAq+RSxFGQiHsUEh0jC4EFj0FF0eOf8zpM3XR1P04Rqu4Rqu/7/quMHgLx4lDP7U6x8GP/vss7ztbW9jx44dfOQjH+Ezn/kMAB/60Ifo7OzkF7/4xava3zAMPkZ/7IN7/4Im9CD3J3vH0X373/HhT156TPb951hxHHPtl2/j5tvWVNQRriR0a9URZX3EERrMVasjyg3mjlIdYRsKIfVgyzVBJAkgS0LaFpRi3XCu1fXoDXsBRcowabQtusMeQNFopUibgq4EEjdaGZpsmwMlnTKzpc2k9Hj2l16imPiDR7ljabHTbM+vQSWDpPGp2TopnFteTg+3OdMZk5rK3vwKegMNBQzhMil7ASnDYFffrQRxd/I8jYzLXkHKcNjf92uKod5eYNGafgMt3ikU/IeS5k56oGXIRprSbyXrLKVYvJO+/I2osuPWJu1dTCZ9NTI+nLiFq32f9Vje5djem5AqB8UboXg3NckdazHCuwzlnIUInkEVb4Xi/dQM9MxpCPcicC/SyaFSAob9J6kZQJqTwTkP4Z6HMqYhwmeSpnIPDIY6Rgc4ZyLcs8GarweK/hMo/2HdhG4gYJGtYC9FOKfo/41WneANnkL5j+nUYLiBQYkiY1KiojhJ/y+bAFDRvopr1F+lU7sD01XCS3zB8xHWfLDnIWSjfrxSGiiH65IkYQKGhvIPi5SG2dZshDVLKybMibWAWEWJP3Qjqn9JefD8yzSXkwmwnZpA4ik6VWyMLwPs6lIqTJKHWyDcggq3lr8+YlK5+ndvTABzPMI5HeGe//Lbv0y9mvd93/dJpVJcf/31XHHFFeXb//7v/541a9bw0EMPDXrMaaedxvz58/nmN79Zvu2mm27izW9+M/l8HsvSv5vPfOYzPPvss9x00028613vekUYXCqVKJUq50RPTw9jx449ptev733jLr52cD3qhD7mjd7NooYtTHH3Y4mY2U3/hIq3sLvn50m6UdCWvoIJjR/GlPUc6vspB3u/S5g0nDRlO61176cp/ReAojf3Y3p6v09U/ltbpFOXUpd5D449jyjcgZ/7MX7hej1ZkZRpL8VOXY3lXQBYevKmcIs+p6vfI6w5CPcSPYFktKPCLXoCqXR30vCxqvonkJyzEgd4T+IKfiBpQFmtcBBgzkgaSp6s/d9EetKp9Cj4jw4xsSP0+WafqJ3h9iJQYXK+r3r5892cmST956LMGaDyiGANKlitJ4GGakAJWhFhzUaYM1DmRMCEaG+5+aRuwDkUmBPJeTxFn2MynUCzg4k7fNPQ7ylAFFvs2JZi34EU+ZKNMCGVCWlrzjGmvRvTGPpjZRAJDval6S3ZIMCzAprTBVIv02DuQMFja289W/vq2ZqrY0tfPVtz9WzJ11FUJsLU12vdH6D/Oo5uGitifZgymQhOQLCdJH6lUFiGbtCmIbG+1sf9SVuhknSwhrSmiHFNiSAsp4FtqRPFkaokhj1D6xxUf8JXxHiGXn6uknSvKSJShoEkKO/fIMaW4EmLqDxBoBLQa2ALOeh2Swo86RCrXvrhcL+GwpEOtpDESn8e0X/1/uexsaWLbrrql/epU8IKS2QwpTNk4larJiwsoxFTGIi4h4GAtgyJZQOmzCJRiLgnSTgPVaZWMQkXiDT0rWkIO7AckC36GickqKKGtarnZR6DhryyJQHGFmUFRdw5YBL5SFUPxgjtA5dp/XOj9POrboj2JR7v2nNcZD+NSL/9KPY/dA3D4GNz3EXfZ9rPv86EcQeY27SbmendTLX20mbpz9+9B0dxwvQfc/Wy6zjhguc59z3PIGVM94FGrvv301h82kRaT/wZdc15/KLJfb9aitFY5MSL1wHw0vOjONDZyMyTtT5py4sjyIzqw3Yiens9Yg9AUAhMYiEJYoNCbOn/I5N8YJMPbBrkWG47e3h16XAN13D9edVxg8FfOEoY/C+vXxicz+f5x3/8R26++WZ83+ecc87hW9/6Fi0tLQAUi0UMwyiPN4+2hmHwMfpjH9q7jAb0YPifXzyBk3d8lMveevIx2fefc+V6i3zy/T/m2ZcOENZZhCmD0BOEjiC2Bepo1BEDU8JHoY4wEmAsULgW5aWiGVsSKL20M21JhAyJlB4UtrgOvYlPuMFycYyIXJQHFO1OHYgiuf6mc04zKSPmoK8BiWe4dKTHsrv4AkGsB0tjvQ6abJdtudVlKDwuNYtmK8u23PJyo7kmeyIT0nM5WFzF4ZJOKEhMJmTPodFqZnfudgqhhs9S2IxOX0yzM4lD+dvpKVV0DnXOYkZk3ohQ+zjU9/MqhYSkzjuPpvRbUNFe+nI/w6+CLJY5hWz6HXjOEsLi7zTUiSpLqqU5Eyf1Fiz3XIT/BKp4S+LwrW4qd5YGw9YChJ80lSs9Sg3EMGfrtLB7IeDoJd/F3+mkbvV2xpgyGMaap4FN6QENhwd6hkU9OKcgnDN0SlA2ocJtUHoY5T+q9z1w2bQ5DexTEji8ECFcVNyjHaT+4/rYwuerjq//cZPB6odEixFGG4Bu4hY8myQFVydJwSEGtEYH2PMR1jx9XOaUMtTVCeStSYI4gcPhcwzpWRSehlzWTIQ5U6eJzcllB3F/qbhPg/RwE6o/TRhsfJl0lZU0lpuCMBNAbE5JfMRDN/dUcZJWjLZBuBWV/E+0dXByMXUNsu4TR3juV65X876/e/duRo8ezfLly1m6dGn59i9/+cv85Cc/YePGjYMeM3XqVN71rnfxz//8z+XbVqxYwbJly9i9ezcjR45k+fLlvOUtb2HNmjW0tLQcFQz+7Gc/y+c+97lBtx/L69eX/ulX/NjdiTG7h/mjdrG4YSsTnf2kREDasIiT11GDu4yOxo+TtqdxOPcr9nX/O2Gik7GMMbTWfZDG9JtABfT0/ZCevu8QJ4BXylbqMu8kk34Hhmwl8p+ilPsBQfFO+id2hByBnXozdurNuhFcuBNV+A0UflPbKM3oQHhvAPcShDkBFe2Fwm16Qims/tuIZFXAeeCeizBGa/916QFU8YFELVEFbUQDOKcl7wfL9PtDuA5Kj2q/cLCmdnuMJI1/YrIiYCG6MeVKrZfwHx8a4srRyeqDhdotLJsQwVoNfv3VCcQeYsl7GfzOQpnTQbiI6KWkKeW6REsxRGpX1CXn+QyQY5K0ZI8+v4MNSaJ5qI+CZrk5JLJe3xT3QrQTFW5GMLRSoi9vsr8rQy6Bvik3oK0hR9YdOukbxYId3XW8dLiRzV2NvNTdwObuRjb3NNAb6WXV/dfucrPYpHuaEpXVPkro22U1CDYog2AhFWaSCJZC9wqIE4BqyhjHFEQq0UIYA76XMa6RaKSS79OmQZh8HjCEwpUCU8Y1YDhdhsBJilfEpA0bRakMnU2h9RKOhDC53vQD44zhAUXi5HoviDGISRtpBCWi8vVJw2HXsHGkRRR3V70WkvukiyNt4rgrmdjR9+nUsoFr1GOIkDjurHo9aEBsYmAbTRgYKHV40HVRp4htbKMVU9qIuI/BXu0EEosUptGGITxkMgEhjthELpUk1FNArF9/8T6GfJ0nz4BsT8Cypx+jchr0xp1HeEz/Q5sT0NuQQGmSCZLDekJziOOpLQlyhP4MYiTAGUff5V2EtBe8wuOPXMMw+Ngc93M79nHhfT9g4tgDnNC4mxnpXUyz99JkVt5vBTaP3HQyt/5gHFd9cBQjFnyPupY8Qclgy1NXctMvTS56/0rGTtce4Sfun8nOXa2c9qZVmFbM/j0NvLR5IjOWPIeUsHd3M0adj+2F5HKuVt8hKAYmURUQ9mOdDs4FJr0lh2/M+xtObp/8ex/zcA3XcA3XH0sdLxjc8fmjg8FbPv36hcH/+I//yLXXXsvb3vY2PM/jF7/4BWeccQbXX3/977XfYRh8rLqx75xNnak/zF695kw+1fJx5i6aeEz2PVyw46X9fOxvfsQ+P8TPmoQpSeQKrY94teoIoUHwkOoIFNLUaWGEwjIrS0U9SxCqCCliMrbET5LBdY6Jn/iEHSnJWLKskmhNmsyVkiZzY7xGClEXpX7fsNuKJUsc6tdJmGnGp0ayq7CJMEkAj/E6aLY9tudWl/UR41IzabEa2J5bQZAMyurMUUzKnkhP6Tn2F9ckvznB2NSpjPCmcKDwAF2ldeXfaXvqNEamltFXfIzO/O/o9wo7xkhGZN5KxmqjK/8bcqVHy4+xzQ6a0m8nbc0kX7yZXP6mZBkrCFxSqYu1W5iIIP8rguLvqKSObCz3XOzUVRjmVETxTg2Gq72aogG8ixDuG1DGRETpPg2G/ceoGfxZC3RK1L1AL4EuPajBcOkRaiCKbNGg2TkbnKV6mWnpkSQ1/PAAsCmSZeBngHOGBicE4D+twXBpufb51pQD9iKEs0wvHTdnIIRExV0D4PBgeIgxQUNh+0SdJOz3BpfVEk9X4FD00uDHi3SyjPyEMiAWRnP5bp343QLBelSwPoFFG4YGxFhJ86uZCGumdqZa0xDCq9lKKZUkBzclkPiFBBi/OPRSdwDspJHc5AQST9Jg3BhXdhwPVSruTZa1b9X/WwsRztIjbv9K9Vpg8IoVKzj55Mqk3pe+9CV+9rOf8fzzzw96zNSpU7nmmmv4xCcqwHr58uWccsop7Nmzh3Q6zdy5c7n22mu58MILAV43yeCP/PUPuG3cYexZvSwcvZ3FdVuZ5uwlJfV7UMqaxsSmj9PonUZv4UH2dH+BUqBf05Yxjra6v6cx/UZilae37wf09H6PODm3THMi9dm/I5O6AhAEhdsp5b5PFDxTfn7TPhUn81eYzplArGFt/lc6fVvWRdo7oKkAAQAASURBVOil1sK7TJ+bKq9XChRuTt4f+j/KmDrN654LzjkIo0W7rYt3ag95uKn24M2p4JyBcM4E64QkLfxQ0lxu+WAAZHToCST7FN2oEpJzfSX4K4c41/vTwgvKjnD9mMer9BLbBv9RRL0+t+35YM1DyTZEtEWDX/8ZCNcOnqgCnVg0Z2kvsTkRlNCqnuBZCNbXantqHtemm9jJsRqEKV8n98Pnj5xKxiJiHDu2hnR2FvFSEa2teVpbhm72FUaC7Z0NbN7fyIsHm3npYCMvdTWyrbueEgZKksBekgldEghcAcH91+4hobBAJ4VroLCe2JVSJclhDYUtQxAlmghL6vtVAolds5IGNqTCMyVRf+M2ofAMiaJfCaFwDH1bUAbDMRnTRKmgBvjWmTaxKpQBtCFi0qaDIChDZYmGymnTxo/7k+o6zZsybFxp4sdd5dslCkeapKRHGHcnvmJ9n0lM2shgS4Mw7kRVwWGDGM/I4EgXFXeVm8pWHqvwzGYsaUN8KEkeV+4XgC2y2EYTkhgVH0ANuLYIwBAetjESS7gI8jq1PoRmQWBhGaMxZAOGkIi4FxEPva1+QBMY7fo6iNLnbbTniGl2/ZgWMEYlsNfUEzeqW3vwXwkUy5F6MkY2J2C631XcpX3i0Y6hz8f+p858FJEZupno0dQwDD42x339imf52Iu3MWnsfuY17mamt5Npzj7qDJ+uAx57X2pm+kk6CLF5bTv7N/4td9y6kTf94xOMm6nfBzeunsJNP1jM2W/fwZQTdaBi2wvtrHh4Nme++WncVIlSweWJx6cy++SXMK2IQ51ZQgccLyRfsAkt3eKxFBqEGGUgXIwsipFJX2DRV0yz/PzPY8qhJ9OHa7iGa7j+1Oq4weDPffnoYPBn/vlVP/erbTZeKpX4/Oc/z89//nP27t3LmDFj+OQnP8lf/dVfvezzTJo0iS996UtcffXVADzxxBMsW7asnAh+rTUMg4/Rh6renVNJJ1zj1Ecu5bYzPk1T65/PB7b/v+rxBzfw+X++gT7XIMoYhCmDyEmSwuYAdYTJK6ojyknhAeoIBJimThdVp4kMqdNEA33CQsQ0OhaFWEPgjGliyrgMgUd6GQpRD6HSA8OOdAtd/gGCxDk4zmsH+ugKdBqy3qxjTKqdnYWNVVB4PM12hu25p8tQeIw3k3anhR25lZRinSZNmy1MziyjGG5nd35F+XfX4sxmfOZk+vxn2Jd/iH54Um/PZFzmEpTay77eXxMkiUwpHFrTl9KaOoN86WG6cjcQJwMtgUN96g00pt5IHG6mN/9zgmBD+blMs4NM6q2kvfOJ/RX4+V8RBRUQLWSL9oB6VyGF0ECn+NvaZZpydAUMyxZE6W5U4Y7B7mBrXhUYbgT/Ee0ILT1Yu8xUpHSTOPdsDXtFOvEAPwilh5I0b1XJtqQJ3WlgL0PIjPYjl1ag/OU6uRzvq32MaADn5KSp3FKEqRuNqfgQ+KuSpnJPJEvFB2olxmjgaS/Sy8uNiQghkscfBn9NsmT8GQ12hoKvxthyYyqtmZiJEE757gogfk4D4nCDBkRDLseVGlhbMxHmDA2KrJll3UV1KRUnwEk3odJJ4hcT0H+kZcH9SeLJCHOS1mqYk3RTuQEp5WNRf2hNxPr165k/f37NBTuOdSJWSsnGjRuZNGnSMT2Oo61rrv5vHp5TJDWri8WjdrKwbgvTbe0Mbku/iaktX6QYbGRv95foK+pjN2Q9bXUfpinzlyiVp6f3+/T0fR+VpNotczL1dR8h7V2GUr34uV9Qyv0YVYaRDnbqCpz0X2FYM1DhDlTheijcAIlyAtBg13sLuOcAUqduC7dA6Z5a+GIt0qDYvQAh6xNdRD8Arga0FthLNPx1zkCYY1DhjmSlwb2D3cIinagiTgP7FDBG6gaPpYc1/A2eZRCwMqcnapklYC3UgKoMfx8f2vVrTtbvZdYClDUXiBHBKpT/FPhPDw1xRVoDbOsErZkQjl4JEaxN1BIvMWTi1xivk8LGBP2YOKc96sHa2t99zXO16yaQMotexn9Yq15q1BqV2ncgzZZdjby0u4mX9jby4r5mtnY2UBRWonUS+n9DJJO1ybW6H/6a/RA4gcP9oFgcHRSm/xovkmu6BNArgExDaCArwDYh6oezUoPgsJwOVjgG5e8tQ98fJMlfQ8RkLas8uWsIRdo0ECIkUlUQ2HII4rzWWSS3NVguYZwvw2IpFFnTQYoIP66kgy2haLBShKqvvBpIoLAF1FlZ4rivnCbuh7wZox5Lgh91llcVacALdVYjllD40f4aOCxReEYdnsyA6iGsUSYkkNpowjXqkBQIoz3Uvu4VAgPXGIktswiKxNGuKn9xpUxZh22MxhIpJAW9kmhIiCsw5WhMYwSG9JDKR8T7X0YvJPVkRhkSxwkk3nnk1zXo67YxAYy2BPSiJ5uivXoi8mXVE6a+7hoTdKpYZCqgOT6knzvagch+HOFd9DL7efkahsHH5ri/8Ot7+JH/BFPH7OWEhl3MSu1iir2fjOGz+dlWvvPhc/nW3ZPpU1/FsEoEvsON3zmJp5dP56RL13HGVauRhqLrYJo1D72FHQd3csE7H8OyQ7oPp7jrlpNYcM5GWkd2EceCZ9fMYNTUnXipgL4+l7yycFIhxZJFYBjESPzIIFAaCOcji2JsUQgten2HFmM8vzljWBcxXMM1XH8eddxg8GePEgZ/9tXB4FfbbBzgsssuY9++fXzxi19k8uTJ7N+/nzAMa1aiDlW2bbNlyxZGjx5dvs3zPDZt2sTYsWOP6ucdqoZh8DH6UFXYNRUnGePPvPOtrP/Lz2AY8pjse7hqSynFL/73fn7y40cp1dmEmSF8wiZEFkdWR1QpJGp8wkZ/UrjaJ6ydhMLQ6SHQPmEptWfQNvQgMVI6QdzgmBSSwWGD5RBRLA8mR6eydAeHUOinm5BuptPfVx44TkiNIIi76Q27AKg36xmTbmNnvgKFR3vjabUzbMutTtJL0O5MZKw3nt2FJ8iFehDnyDqm1Z2BUl1s77u/3IAua41lcvZcwng3u/puJ04cwY7RwvjsG0mbdRzou4E+v5KCrXdOpD17FYbq43DuFxSrwK5rzaQx/Q5S1iTyhRvJ5W9GlUGlgeeeQzb9F9hGO37hJoLCzaiqFI40Z2CnrsJ234CIXtRN5Ur31sJOc0riBb1Yw4vi75KmcquoBcNzEe4F4JyvB4T+k6jSvVC8dwC4NXUq1zlb+4PNsXqpeelBVOkhDXlqUk6mTiM7p4JzWtJUjqQR3fLKkvCBgNYYo0GSfbIGUIb2+mitxCpUkMDhYD2Dlr3Kplo4bM4oJ2mVirTXM1iDCtZoQBy+WPu76P+5zelgz0VYczU0MjoQovLeVHEQb0gSxBt0AvpISan+BKE5A2HN0Ps3xg2pgtDweVcZDOsk8Wb9eztiikrqwbWp4XA1KBYyc4THvHK9lgZyCxcu5Nprry3fNnPmTC677LIjNpC77bbb2LChMiny/ve/nzVr1rBy5UqKxSIvvvhizWM+9alP0dvbyze/+U2mTp2Kbb8yBD8e168rL/86q5fEZGd1cdKI7SzKbmGKsx9TxExu+jRR+AyHc79GAx+L5sw1tNZ9CIGip+879PT9sOwTt8zpNNR9hJR3MSo+SLHv2/j5X5T/3kK24KTfiZ16O0I2a7ib/5FO6ve/fmUzeG9EeG9GmONR4TZU4VdQuKUW6hgdCQB+gz6Hw+1QvD0BwNWTOyY4y5Lmcufo5dvhc6jiPfq9ZmCa15yu3xecU7SSReWTFQUP6tUHg9LC4yrnubNE31ZagfJXHAH+Gjq5a5+EsBejzDmIaGfiIX9Su4UHQVaptSvJSgBldkB0GMKnNSwO1sFQS+2NMXpiyJyuQZfKJV7wZ4duZokAOUFP1MhMArX268cMCexMDbKT94MNa1P8+7+sZddBiB2L2DGJbUlky2T1jiCyhIbBpobBsSl0CtjQ/v/+/6uTwkcDhZE6+Vue6E0mePtBMIZCyv50MEnT2BiEwpRAVTrYs7QSoh/Upi1ZnryVQpGxTUJVQqHhrGdKTBGXQbEpYuptBz8ulCGwJRQNtkMh6v89apVEk52iFPVVwDCKrOliGVCIesvbmiKm0coiKFGKK7cbKOqtOmwBheggleuAwhEmdVYDSuUpRdXqHYUjLOqsJgwCStHeKjisjyllNJI26kD14Ue7qW30pnBklpTZjikgjvcSDbpmKEzRgGeOwhQOqG7CcPuQr1NTtuKYY7BEGkkJFe1CVathql+hsg3LmIAh6zGEQMbdOl1/hIkJRFpfQ4z2ijoi7tKPiXZW/b4GPi4LxkQwx+k0MZb+2aMDyaqVbQypcyk/PpM47/X7lHBOO/K2r1DDMPjYHPc13/41D9VvZMaYfcxr2MlMbxdT7H00ywC/YPLDL5zKG976cSK5mx71SSbO1q/BdY+P59ffP4O61j7+8hNPYKcOEMeCh++cx5atczj9yrtpaushDCUP33sSmRGdTJ2j3183bhxDpq1AXX2eUsmku5TCSQcEgUFRmMQYBJHEVyZ+bOhGcpFNLrTo8x3e2/FG3jbpta+KGq7hGq7h+mOp4wWDJ37m6GDwS597dTD41TYbv+uuu7j66qt56aWXaGoaHK56uTIMg71799La2lq+LZvN8uyzz9LR0fGq9lVdwzD4GH2o8ndNxTQ0WJl087vY+v5PHpP9DteRK/BDvvyxX/LQEy8RZW2CtEHoCkJ3gE+4Wh1RTiCpWoXEIJ9wsuT0FXzCjglK6AGcZ4ISiSvQgLQly8ngZselGOWIk4Hb6FQdhwI9cDKA8elmDpb2lpePTk6PIh910hfqREqdWcfY1Ah2FTYmS1FhtDuOdreRbbmnCROg22SNZmJmGvsKq+kJtLfXFC5TsmfgScm2vnvwkwSxYzQwOXsRjozZ1XcbpUhDFonFyPQFjEgtpLvwEAfzd9EPKm2jjfb0m2hwZ9NbuIPuwq3lhnNSpGlIXU596gpUuIW+/HWU/CfLfy9DtpNJv5m0dyUi3o6f/w1B8V4qA0MD0zkDO3UlprMM4T+OKtymU7vVTmDrhAQMXwAI3SyqeNfgxHB/syj3fL20O1yHKt6XwJ+hloqfiXDO0uCESDeVKz2UNJXbUru9bEuWip+mIZOsR6lAJ+v8FajSCg1oBzZuMqdoKGyfpNUQsgFA+3mDNUkK8KnksQMStSKlk4OJZxTrhBo4quLeZCn4M6jk/yGBrsiCNTtpVjVHH68cUU4hl/cX7dcJ5uA5VPK/dosOUcJLGspNR1jTNXgypx0R3moVxm6tmIg2a49ruDnRTRxhma93JbJ+8IX1aOvVvu/3z/b+7//+LyeffDLf/e53+d73vsf69esZP348n/jEJ9i1axc//elPAdiyZQuzZ8/mve99L3/913/NypUred/73sd1113HlVdeOeRzHI0m4vc9jqOpiy/6GhvOgqYZhzipfRuLsluZaO8nLQM8qZ2nAPXeJbQ3/BO2MZKevh/R3fOfxAmAsaxZGgK7F6LiAxoC535O/+tYmjNwMu/B9i4DJBTvQOV+mKTkk7KXIVJv0Q3ekFC6H5W/DqqaU2qVzMUI93L92lU5nQAu3JhMDvWXqdO57kXgnq29ucEaVPEOKN6jl3aXSyaTQ+eAczYYo/V7ROkhDYCD1dS6hbNVqoiTNWQK1ujGcqVHEp1M9Ueravh7Isqch4i26vcK/zHtIh44OSI83UDSXoQyF4BsRITPoYKkEd2Q6pj6BPzOAXOMBrnRC1o1Ez7PoAknSJrITddOYBXq1GWwgaHd4G7iSH5533gUxdzxy8f4wTfuJh/HxK5FbBtEjiS2pNY6mRCZyXXa0F9jiCPD4GoobADiCFA4gcqDoLBM+gSgvzaq08GWKKeDhVTYpqxJA5sGRCouX/NNqaruh1TVtV4KRb1lU4qLZY2ELaHetslHerJQJCqIOssmVwV7bQnNVppi3JN4h7UjOGt5uNIgFx0ubytRNFgZXEOQDw8mwFnvO2241JlZgvgQflyZoBTE1JmNeIaLHx0kiKvfaxVpI0vWbESQpxDuYiD8zZgtpI1GhMpTCneU3xfKLyXhkLXGJo3pegjCLahBzQslntmBbTRjoFDxAcJwy4Dn0mUa43HNMZgJICbaTXwEv7UQ9ZjmdAyjDUM6SFVERLv0dWXIBoro1UfmZN2oVHh6u/4GitF2juglFulEddQPmF39M0WdiQN/i54Erfo5hxvIvbY61sd90Vd/yKZxO5g5ei/z63clMPgATUblNXJgxyLqsp/jw2+7ngvesZnTrnwc04zI9ab49XdOZdHiqzmo/oP5p+rmxDu2tHHTr0/llEvWM3GGVklsWDeeQz1jmLl4DVIq9u5rpKBsWtp6CCPJwd4sXtYnigSF2CYSBkEs8WMzcQeb5EKbfGjT6zvcuOxTtKXqf+/jH67hGq7hej3XcYPB//JljFeAwVGxyEtf+Gd27NhR89yO4+A4zqDtX8sq0g984ANs2rSJRYsW8bOf/Yx0Os2ll17KF77wBTzPG7R9dUkpufDCC2t+lttuu42zzjqLdDpdvu3GG2982f0MrGEYfIw+VAW7J2NIiVKKyb+6hi0f/udXftBwHZPq6crzqQ/8hHXbDxLU2YSeJPQSn7A92Cc8SB1hHkEdUU4JV6CwNCo+YTNpWCNEjGcKoqTJXNoWSYpXLym1DaVVEihaHJe+JBVkChjlZTiUqCEsIRmbauBAaW85STQ5PZpC1ElvqIFL1swyLjWyBgq3O6MZ7bWxM7+GUjLwqzdbmZyZw2H/eTpLmwEQSCZkTqbFbmdH3/3kQr3s2BAOEzLn0OyMYX/+nhqvcJM7n7Hpi4jinezrvZ6gvHTUoDl1Du3py4ijrRzK/Rw/rMAJ15pFU/ovSNtzyRdupS9/fdKURpdjLyaTejMp9zTC0oP4+RuIgqcrf1SRwXYvxEpdgWHOTtzBv03coP2DRpEsDb9IJ4FR2iFavCtpFFc1uDQnV5rKmTP0QK90b9JEahU1gz7ZlDhEz0r0EGmdOPQfSZaGD2wqJzWA6W8qZ81FCDNpDPeUBsP+iiO4RGdqQOQs0ceSwFOlfJ30859CBcky8UFLVeUgF6kwRpTv1X7f3eBXweFgPUMmmWRLFRzW/4bUQcR9SSO5DahwAwTPa6B7JBWEMTYBw1MTSDzt5RvKKZWkEDUcVtFmCF+CcDMifQ0i/Z6hn+co6rW871977bV89atfZc+ePcyePZtvfOMbnHaaTne9613vYuvWrTz44IPl7R966CE+8pGPsH79ekaNGsXHP/5x3ve+I3siXy8w+JwL/40XzxO0TetkyYhtLMpsZbqzB0/q8yJlL2REw6dJ2QvIF27ncPcXCRPPrWXNpLHuH/Hc81HxvgQC/x/9rwnDWoSb/TCmcxqoXsj/CpX/aSWpLzydAk69S6eAo71QuB6V/3VVml/oxm7eW3QyHxP8xzQALt5N5TUtqwDwOQjZgAo2ooq3QfGOAUlYVzeNdM9JtDH1EDytFTPFeyDeVftLMicn7wtngDUfon3Je8IjyXvCgEkMc5p+/3BORpkLEOpAbVp4oJpFNOhz2F6EMheC9BJNxOP6/axm2X5SxiSw9cQQIquXtQerdWO8oVKVsk2DYmMUCKkni4L1gye79F9WH4M1B5FMHmnwe2TP98DySwHXfft+fvXjRwhMg9i2UI6sQOEkHRz3J4VfBgrH/cnfAXB4SChM7dfl63p/OrgfBEswDX3tRuivSVb8CKFwLKOihJCKtGVQivW13RCKrG1STFYBSaGosy0CVSJOrt+OFGQsk3xU0T5kLRNHQqFKBZE1LTxD1oBhV0qa7TSFqCtJKPdv65E2bXrDigJCoKgzPeosj3x4sDw5rJPHBs12MwYhuXBPGRrr+yyarHYMEZILdlX5hvX9DVYbaaMOpbrJhzuohbCKjDmSjNmEVEVK4TaiAa9pgUnGnoBnNCApEYbbCQeqlQBTNOPZE7GF1ktE4fby+0ttGVjmVBxzLJZMI1UJFe0gDl9gSLewSGOYMzHNcZgyi1QhIj6gr1lHcmfjVJqfyha9EkkVE93Di9phf0SPcQKJzck6ESzrAAlxF8I5E2FNPcJzvnINw+Bjc9wnf/6/6ZzeyexRe5jfsIOZ7i6m2AepkxFxZKCIMQyFIMN1187modunc8YbG5l31s8YNUFPxhzYuYhvfXUuY6bu4dJ3Lcf1fEpFi1tuXIaZDTjjgmeQRkxPd5aHV8xi8WnP47g+uZzL3sONtI3qAmB/dx1OxkcpQT60CYVJGEtKsUkpAcL50KEvtCj5dTxwzhcGTdoP13AN13D9KdVxg8GfOkoY/MXB/O4zn/kMn/3sZwfd/lqajV9wwQU8+OCDnHPOOXz605/m4MGDfOADH+Css87ihz/84cv+fNdcc83L3t9fP/rRj45qu/4ahsHHAQZP+em7eenj/3RM9jtcR1/7dx/m43/zI7Z15/HrLN1kzpNEjl6WOqRPWA6AwS8HhatAcDkdLBSmWelO7lo6QSRFXLOsNG1JhAyTdFFMm5uiJ9QDJ1sI2r0UhwP9QdOWBmO8evaX+gcriknp0RSjQ2V9RNasY1xqBHuKL1CKNQhpstroSI9hd2Ed+UhvlzLqmZ5dRDHaza58BbaOdOcwJjWdA4Un6SxVknkjvEWMTZ9Izl/Hnty99DeV88yRjMu8kYzVwMG+W+guPVF+jGdOZET2rWStsXQXbqInfycqSfsK4VLvvYHG9JsgPkQu/ysKxfuhPIh1SXkXkklfjWWMICjchF+4GVUFbYRsw/Yuw/KuQMo2ROkune4LVlf99aVO2roXgXseqDhxgN6dAOSqQa4xBpxzNRi25mvIWnq4qqlcNdSxE1h7euIXHadBrf9kAoEerm2ABxrK2CdrMGwvQ5ja46O9wUmjqdLjWpVQU7XpQayFVXA41gPY4CmUnywLHwirAOSoBA7PB3u+TucKq3y3UmECc59FBWt1kjl8gaETg2PAnJWAoNlgzSonmatLqVCnoYLnUeHzyRL05wf7lMu/Hy8ZbE9FJAlirKkI2Tj09uXniWv0Fq+2/lQG08fjOE6/6CtsO18yatoBlrRvY2F6C9Odfdgypil9DaMaP4/vr+ZQ92fLaX9DttNQ/3EyqTdXJYGrILC9GDf7EUz7FIh2ofI/gcJvKKtUZCsi9XZIvVWndv2VOgVcuo/y61E2gXcVwntLWQOhCjdB4abaZK8xEeFdCd6lCKO9Shfx2+T1nZRI6aZy7gXgLAMsfU4Wf6cdxDVeUSc598/QsNgYBcFaVOk+KN0/eHWBaNCrBOxTk32b4D+aTAatHOw5FdlklcDJKGsxCAcRPKGTwv4TQ8BcSwNZeyGYc0FYOinsP6GTv4MmeQw98WXN0UvcVT55D3mGoX3jE5KVByck4Hf6MXN39/UU+N6//Zbf/fYZItskdkwix0DZogKF+/VOZgUMY9TqI/qdwr8PFBYSDWslyOTarXsEVKWDjUo6WHuFNTxWScO5tGUQqkoDubQlQUTlngC2AVnbLDeSFUC9bQFhGSZLoWixU4QU8eN+F7BWRpgiIlelkvCkQYuTIR8eTj5T6Nuzpke9laI37Ewa0OnbU4ZDs11PGPeQL6eJ9X1NVjNZ06MQ7i/3Gei/r95sJms2EKlu+oJahYgUJk32GFKGSxh1kg8HwlpF1hpLxmjBED6lcBtBNNDTK0iZE0hbI7EExPE+SsGmIdLDJp41HdcYhSltVHyYMHieaIgJDiE8bHMWjjUeS6QR5FHhNqLwOQ1xB5WDYc3EMKdiymakMJCqK2mK+sLghH75FzACrGlgTEmayEmIe3RCP3zhFSBxBpH5MCL9l0PffxT1erl+vdpGOf21fPlyTj/9dGbPns2aNWuO+vmO9XHP++w3Kc4+xNxRe5hXt4NZ7k4m24dIy5jQn8K/fWAq7/zEU4yZpD+/bN3YwnNrruG26w/zzv+3lWmLHsQwFMWCxw0/XYofz2f+mb9hwhT9/r5m9WSeXDWbc69YQUNjH1EkWPHEHEZ27KeltYcokry0awQjxujz8nBvCpmKAUEhtPAxiWJJMbZqgHBvYDPJm8W3T/qb3/t3MFzDNVzD9Xqt4waDP3mUMPhLR58Mfi3Nxs877zweeeQR9u7dS329Xu1x4403ctVVV5HL5V4xHXw8ahgGH6MPVeHuycgEBk/9znvY/NmPH5P9Dterr83P7eGfPvgTDsQRYdbUUNiVuslcPxROYHBsJYkjcwifcLKsVHsHSdQRlSZzQoLs10gcoclctWtQoMjaBiE+CoUkpsX16A31oM+VkhbXoSvoTr43GZ1A4f6k8KT0KErRYXoSKJw2M3SkxrC3tLnsIawzG5mcmciB0kZ6Aj14soTL9LoTMSiwrW9F2TVcb41lSvZk8sE2duYeLieNstYYJtddgFA97Oy9BT/WH1wlFiMz5zHCW0reX8X+vpuIErAghUtr+mJaUxcShi9yOHcdpao0rGNOoTHzVuqc0yiW7qcv9yuCKqBiGKPIpN5E2rsKqQ4lfuHbUFUeQGlOxvYux/IuRworaRB1h4aalT1pGOteqJeHY2oXcPHuxEtaNUCUzeCclSwPPxndoOopVOkBDXwGuj6Njko60F6IELZuflNajvIfhdIKBnkLjfEJJFqm4ZLU7zkq2p80lXpMA+shvaIzq+DwolotRLQX/KeTZeNPJ8vtByy1FZ5OAtrzE0A8b1DiV6mCVkAEayuAeMikIIl/dA7CnFUFiIdeuqjiQxBshHAjKtyYfP0yKWLZmqgmpiDMaWBNAWMyQqaG3v5V1utlMP371vE4jmWXfoVd5wnGTtvPya1bWZzewmTnAKZQjK7/IlHwBLnCTYCe4KnLfID67AdA5Sj2/c/LQOAtqL7/geLtlF+b5hRE6q/AewOgoHCL1kVUaw+sRYjUX+iJHYRO8ed/oRO1/SWy4F6C8N6Y6CK6oHAbqnhr0tStvDPdCNK9BNwzAUOniot3QfE+avy/Iqt1Me754JySPPfKBAA/MAAWGxqeOqeCcwrKmIGInq94x4O11CYpbT1RYy8FZylKjkD4K1Gl5fq4BiUV+7c/CWXNR6trVmsdjr+GwRqZBp0SNqfr8z4+qPUTwXoGQSqRTlYAzEdY88A+YciVAMe6Ovd181+fuYmVK15EldURBsrW6oiyNuIIULjcVK4fCvdrn/pB8AAoTP9jEigsjCoQLBP4K8HobyInQPY/Fn2NdyxJkEBeaSgcU+LH+ntLgmfJmrRwvWNVILBQ1Ns2MUGVSxiaHY++sK+cILYktDppclFvuX+ARNHm1hGrYlkvoVUOFi1Ollx4CD+uJIAzpkuTXUcuPEQxzpdvt4RJu6MBbXewuyYZnDLStNitCIp0+9tRVdcPU1i02GNwpEEh3JO4iCtlywzNzhgcaeKH+4aAw1BndZC12jAI8cPtFIfYxjVGk7UnJmqJbkrBc4RDNHuz5Ag8exaO0YRUEVG8C99/tuwqry4pG3GsedjmeEzhIckThy8SBesHJ/j13jGs6RjmLAxzNIZwkaovWaGy8QhubSiniK3pGhIbDXoiuuzJf0F7iQkR9V/R71WvsV4P16/X0igHoLu7mwULFjB58mT27dv3B4XBMz/7dZjbwwkjdzOvbjuz3F1Mtg6RlWDImbznrHnECn66fCqdXV/GcUvEseC+2+aw9YWr2LV/PVe/70FGd+jzYcfWqXz/f09iyTm7OfG0FRiGoqsrzcqVF1I/ej0zZ+vX/OatI+kJPDomami8dVcb9a19mKYiV3CIbYiRFCOTkrKIlKQYWfixST4yyYUOPb7Dhye/nUvGLvq9fw/DNVzDNVyvxzpeMHjSPx8dDN785aN3Br8WTcQ73/lOli9fXtND5rnnnmPmzJls2rSJKVOmvIqjOzY1DIOPAwye/q2/5oUvf+yY7He4XnutWrGJz37s1/Q4gjBjEXmSIPEJx3aVT9gi0UVQ9geXobBFrU/4lZrMSYVh6K8NGWP3A2KhSFmirIuod0xKSg8YDQHNjkNvmAMUnmHSZFt0J75gRxqM8RpqoPDE1Eh81U1PkiZ2pcOkTAed/nZ6Q31bykgzNTud3mA7B0v6A6lAMiWziDrTYVtuedkn6BkNTMmegSl8tvXejZ80p7FkmknZC6m3W9iXu7tGIVFnT2dc9nJsAvb2/Zp8UAG/KWsq7Zk3U2d30FO4la78rRo6AmBS551NQ+rNOEYzufwN5PI3ld2jALa9gEzqKu0fDZ/Fz99EULyHagBiWPOxvEuxvUsQyodikhgOKw28NBg+KYE754JMQ+nRBAzfX7tUW3hgn4pwz06WjTckDeIeRBUfHKyTEOlEDXGGXm5utOmGacE68Jdrf2iwhloQ06+UWIpwlmqYlKTvVLRbe4r9J47QdEomWonFCHuxhtFVaVqtpXgGgtU6PRw8M4RagqoE4DzdHMucOmjpt4p7NEQK1yeAeH3iUByiygniWTrZbM06IljSDeW2QbgJFWzUHtOXHWyLRDUxBeGej/AuP8J2r1yvh8H0sajjcRwnXflv7D0HOqbu5ZSWLSxMb6HD7sQTMY4w0cl6QSb1ZhrqP44hGijlvkux71r6Gy1qCPxRTHsZRNsSCHwbZQhsL0Wk3w32Kfp1mb8Olf9ZBbCKDHiXI7yrEdZUPVlS+BUq/6uqlKzQ55x3BbjnALb27hau100iywlDmUwIXQLuuXrfwSrdnLJ4V+2EjWjQSgn3fO3/VYVkVcF94D9amxQUaa2rcM4G53T9PP7ypLHcw4NVDuaMxC28FGXN1Une0iOJV3hD7bZYWvdgnwTWiSAthP9kopV4GgamJ2Uz2CeCMROEpc/PYNUQOhpAjkzeNxZWnfNDq1r+/6gdm/fxH5+8gfUbdqNciyhpMqecBAobotYrnEBhZQgNg4eCwlU+4SGhcNXXmAkUFiCNChSW/bcnXmHTFERKQ2LHkoRJgzchFJ5t1qR8s7aVKCMoT/wqwjJItiQ0uv3XeQBF2jTJmCY9YSUFnDFNGmyX7uBwgm0VloB2twE/7iMfVUBv1nRosbP0hZ3lFUIkzuAWp5Fi3E1fMnEMIBG0u62kDJOeYBd+XKi6z2CEOwpPWuTC3RQGJIqzZitNdjtClegJXiKochEDZMx2Gu1RWEJRDHeSDwdeLyQN9hQyZptutBfuIBdsYuAEpmW0UGfPxDUakBQJwpcoBs8xcPWKEA6eORfXnoglUgjVRxA8jx+sZyhHsGmMw7bmYVvjsYSLUD3EwUaiYG3NhHOlDKQ5BdOag2FOwZBZpAqSJPBGnSSuaTJbfagjNSA2p2tlhMiANQeZNJB9LfV6uH692kY5/XX11VczZcoUDMPg5ptv/oPC4Kmf/3ecuV3MG7GL+XXbmeHuZrLVTYuUCCHYu6uBn35rLm/7+y+y/IFHaBr5vyw6XU+Odx+u4+Zfnc2Kh9r4u0/3MnLib7DsiFLR4nd3nc6GF5q5+pqHaGjsAuDxJ6fT2TeOxUtXYlkRvX0e67aMZ/qM7QgBh3syBIbE8wL80KCESSwkfmRQUDaRkpQii1JskI9s+kKH7pLDr5Z+llZ32B88XMM1XH969ccEg+HVNxv/7ne/y4c//GH2799PJqMDXrfccgtvfOMb6evrG04G//9Vx+NDVbRnCkIIlFLM/vf38tzX/98x2e9w/f51z82r+MZX7yDnGTop7ElCVxDZIlmmCpGRQOFX02SuCg6LAU3mhKGQUg8qDRljGWgXmdR+4VBFSWqoAoVNAY2OQ18ChVOGSaNj050khe0ECh+ogsIdqZEochzyNVAxhcmUzER6wr10Bfo2S9hMz84mVofZWVhf/r2M9WYy0h3JrvwT9IUatkhMJmZPpcluYVffQ/QE/Ukewej0UsakFpHz17M79zvixEtoySyj05fS5s2hu/gQB3K3EyfLM6VwaEldSFv6DcTRNg7nf0XBf6b8M5iylYb0G2lIXU4cbqUv/0sKxYeoDPxMPPcsMqmrcJ0lhKX7CfI3E/orqHYHm/YSLO9SLPcihOpJEsN31TanQoC1WEMf9zyQjYnu4T6dEKxJ5hla0+CeDc7ZWg8R92iQXHpQ6yHi6s7sJODnVK2UsOYhhKUdu/5jSWp45eDErfB0CtJZpkGUOa2sQlDRngQOP66XjQ8FY82pYC9CWIv1/0Z7+S7dpO2lJD28RgOlIZtOeWDO1qlh6wT9sxttgzZTcbeGwsE6VLg+SRAfAeLKERoKWzPBnAXWjCGb1FX2nUuSVJtQ4aZksP1CbQO81LuRda99xcXrYTB9LOq4wOC3fJW9Z8dMm7ybpa1bWJDayjS7E0fojweus4zG+s9gW7MICjdT6PkKKjlfDGsebt3HEwi8A5W7Fgq3UD6HnbMQmQ8hrFmoaDcq92MoXF+lixiBSL8LvDdr2Bo8hcr/X+ICTiZSZAt4b0ak3oIwRqKiXaj8DVC4sVYXYc5KQPFFCKMFFW5OAPBtta9V2VJxiNsnJgD4XlTxTigtpwYmyZHgnqUBsH2iBr7Fe1Cle3Ujt+rJHpFOPMGna7exKiWqiH6v8AA9gzlTKyWsk8Fo1Y7g0opk2wETObIN7MV6Mkk4elm6/1jSGG5AGRP1+4Hd/74w+hVfA3+I2rxhN9/4lxvY9OI+YscidkxiR2ownCSFy1DYOAoo/Ar6iKOCwkIniJXsh8JgmYJQaYWEaQpk0lAOFI4lUSIuN5jzLIkhFX6cJIElNDg2faEGhwKdFjaMOEkQ69uaHQ9FMOg21xDl1UKgcKVBu1tPLuyiWAWA60yPVidLb9hJsQoYe4ZLu9tCGOc4HFSrexQtdguNVoZi1ElPuL/mvkarjWa7mVj1cbi0pbyaCLQyos3pIG1kCONDHC69gKqBtYImeyINdhuSgHywJXEOV29hUm9Po84aiSUUfrSLvtLaQcoIQ2TJOieQNkdgSkEU7aLgryaKDzOwbGM8nj0P1xiJISRxtAc/WEMwUOWk94xlTcexTsC2JmBiI+JDROEGDYiHar6KRJqTMazZGOZsTKMNCVqTFD6f6JGG0DcBpD+IzP790PcdRf2hr1+vJQEF2l147bXXsnLlSr74xS++IgwulUqUSpVJ/56eHsaOHXvMjnvSl75GZm4XC9p2Mb9uGzOd3Uyyemg0aifEuw7N4YUX387X/2U9l70jZtFZN9A6QocH1q8ZS+f+D3LnPeu5+j0PMnGqvgZt3jyS224/nylz17HsVB2c6OrOcOdDi1i05AVaWw6jFKx5fhJtYzpJp3z8wOBQPks6WyJWkI9sIiEJYkM3lqtKCOcim77AoS/I8rvT/xUpX7s2a7iGa7iG6/VYxw0Gf+IoYfC/vjoY/Gqbjff19TFjxgyWLFnC5z73OQ4ePMh73vMeTj/9dL73ve/93sf7WmoYBh8HGDz3C+9l/bXDMPj1Vnf8+nH+6xu/o5AyCbMmQSpRRyT6CGVB1K+NsKhalqrKXuF+SFzuUD5Ek7kjQWHLiMtfm1LhmlRBYYOS0o1oTAGNtk1flIfEF9jsunQFXUB/o7lGDpb2at8hijFuG44RciDxDEsEk7OT8OMuDpT04EQgmZqZgWfAttzTxMngrdkey8T0DLr9F9lXrMDidncW49Nz6SptYE/+sfLtWWsMk7IXYouAnX23kg8rkKXFPZHRmYsw6GFf72/IBRVQ4VmTGJl5C3XOTPoKd3M4fwNR1YDLs+fRmH4LWWcpheJ95PI34Fct9xYiS9p7A5n0lVjGRMLinfiFW4mCp6r+ygamc6p2DLvnQdwFxd+hSncNUEkA1gKEe65ODBtjIdyAKt6rnaUDAYsxKQFCZ2rPMCLxhz4IpYcgXFe7vcgk6d9TdZLQGAkk6d/SyiTtt6IWdgKIRnCWIOwlYC8BY0IZoGotxBMo/yndUGqQcxgwxukEYNJQrvrxACrugmANyn8mWUL+zNDLZuUovXTcmqvhkzlrSF2DBsQb9O8uWJ8kiLcCQ1xWRIPWXlgzEeYMDYiNjpdNKKqoM3E5btJ6CnvBEbd9pfpDD6aPVR2P41j09q9x4MyImZN2sbRlM4u8rUy2D2MJyGbeT1P9vxD5T1Do+TxRck4KYzRe3Sew3Eu1Ezh3rXb5liHwGQkEnoMKnkPlfpDoIpL7zWk6KexeDCqA4q0aAlcnW60F2ivsnqe/L96DKvxGnzv9rzFRp13B3lUIayYqOqB9wYVba89LkQb3AoT7Bp2+VQUo3Z8A4IepAcDmtMQrfk7ScHKzfu7iPYPP9Sp1jLLmIcIN2j9evH/wOSqbktUEp6LMeYjoed2UsrRiMERKnMLYJ+pjjLZo+BusZWBKUjerO0nDX2sRwmh+5T/666g2Prudb3zqRl7adpDYtYjtYwiFk68R/d8PAYUNiIWGwkKitRMMaDYnwK5SRggJnm1QSqCvkIqUZVKsSgs3ODa5Krhb71ioKm+wIaDVS9EX9ZXhsikE7V6GnqAncRDrx47y6ogplbVSOkXs0OZk6Q46KVUpI+rNFG1OHb1hJ/mo8v5uS4tRbjtCBBwo7azRQtSZWdrdNpTK0VnaVv58AOBIj5HueBwp6A12kAtrNQ4Zo4VWdxyWEOSCnfQEW2vuN4RDizudOrMJQZ5efyOFcHfNNgKTBmcWddYYbCEIol30ltaUNVT9JYVD1ppLxpmMLR1UfIhC8AylYBMDrztSpPDs+Xj2bGxZh1BFwuB5Sv5qoiGc9kJ42NZcrZiwJmIKAxXtIQrWEwXPooZqyohAGh0Y9hwNiY1JGMJERDuqHPqbEA1f067y11h/6OvXa2mU88ILL3DKKafwyCOPMHXqVD772c++Igz+7Gc/y+c+97lBtx+r4574la/RMOswC0fsYF52O7OdXUw082QNA2GMZePamXRMvgfLjlFK8ODvJvHog2ezeWuJ865YxQVXrkXKkDiSPPTAAm68fgGnXLiLs86/D9cNCAKDex9cwrpNI7jq6kdpbNATOY+tnk5BWMyfq68Jew820+W7jGjXkxr7u+vwsj4gyAcWgTSIYkkhtgmVUQbCvQkQbjIm88OTP/p7/z6Ga7iGa7heT3W8YPDkfzo6GPziV14dDIZX32z8+eef50Mf+hDLly+nubmZN7/5zXzxi1/8g6SCYRgGHxcYvOCTf8MzP/zHY7Lf4Tq2pZTitutWcu237qWQtggyBmFKJ4Wr9RFx0mSuPylcbi5X3WxuqCZzEoQcDIWlESOkHtRZRqy3GQSF4yQpXAWFq5LCjjRorYHCgrGpZg75+5Ju44p2p4l6y2RvsT+Fo5iUnoQpQ3YWKo2UxqUm0Wpn2Z5fXV4q6hl1TM8uRqlutvWtLCeBMmY7U+tOh7iHrX33EMR6cGkIhwmZc2l3J3Ow+Cj784/QPxizZSNjMpfS4s2mu/AgB3K/JVb93dMtmlJn0Z6+AlP4dOVvoKdwH/0JO4FDnXceDemrcIwR5Au30Je/kSiqwBLDGEXau5x06gpMUU9Qup2gcCtRDfC1MZ3TsL1LsNxzQfVqMFy8G4Knqaky/DlXL+2MdmpQVLoP/KeoTf81JEvFz9JJYJnV0NJ/NAE7j4DqGrD/KQkEOkXDWuGilNKQ01+hvaHBkwxqXiPbdZMp52T9vzGq8lqOOpOGcgkcDp9nkDNYNuuEs53AYXPGgIZy/enhZ3R6OFiTeH0H7AcjcSPOTQDxCWBOHhLkqrgvSUltQAXrdDo7fJEhm9Th6qY85gyENSNZVjsVIdNDbPv71R96MH2s6ngcx4J3/TuHTveZM2knpzRvZoG3lYlWD4aAlvovI4LHCIp36I1FBjfztziZv4K4W+sgCjdQPkfsUxGZv0PYJ6CCdai+b+oJk/6ylyDS7wH7VFCHUbmfQf7/qs4ZF7w3IFJvS+DuXt1YLv9Lavy+9hKE9yatgcDQ52v+eq12KL9+TX2Oupcm/nCgeD+qeHvyM/mV/RmTEN5F4F6oJ3/Cdfq9onjPgES90MDVPRecszTg9ZdrrUTpodqfEVN7eZ1TUfYpIGyE/4h2Cg98X8HSE032yWB26AaMpeV6VcDA5nDG+HLzOeyT/ujg75Fq3VNb+M9P38j23V3ErqmhsF0FhS1BbL52KIysfK2kqqSGq75GUm42V/21YfUrIxSGIVAi1vcJDYX95BqMgIxtUox9FPqan7ENEHFNWrjZdegOKsqIjGWStS26gt7ybVnTpt52OORXlBG2kIxK1ZOPeslHhfK2DVaKFifNYf9gDRhutDK0OfX0hZ30hhUdgilMxqR0KvdAaSeBqqQxHekwxhuDIxWH/G0UoiqdEjDS7aDBqieKezlY2kikKhMpAkmbO4V6qwWh8hwqbaQY1U56OkYjbc5M0mYGpXroLq2jGNXCWSlsGuw51DvjsZEE8R56i6sIBq7IwSBjzyDrzMEzGhAUKfnryfuriVUvA8sxJ5NyFuKakzCFTRztww/WUPLXHME/3IJjz8ex52GbHRjCQIUvEQXrCIO1eoJ3iJLGeAxrjv5nzsSwZ/9RayJebaOcKIpYsmQJ7373u3nf+94HcFQw+Hgngyd87au0zDrEorYdLMhsY6a7mw6zSFoaGNbJrHrsE/zwq9/jvf/0ArPm62MqFkweuO8kfvHjyXzwEydSjP6VeYu2AtDdleLR5Rdx38N1vO2aR5g6TV8r9u1vYOXTl2JmNnDKyXoC8XB3luVrZ7BwwSY8V6eCN+8dy4iR+xBC0JP3EHYMUlIMTXxhEitBIbbxY5NS8q83dOj1XS4acRHvnXLx7/07Ga7hGq7her3UcYXBzivA4NJrg8F/7DUMg48DDD7pH/6ap34x7Ax+PZdSipt+upzv/O/9FDMWQdYk8ASRMzQUVolPODZUAohfAxQWOiUspBoEhQ0Z45p66akUMXVHhMJgC2jzUmUoLIAJ6WZ6qtJBTVaWNifNnuK2csOYUe4oGu0UOwrPJ01qoMVuZ3xqLPtLz5ebzUkM7RW2UmzPLacY6QGkIWwmZU6j0W5mT+5RDvuVpZet7hwmZM5ExQfY2XcbxaiSoGlxT2RM5mIkfezvu5E+vwJsbaOd9swVNHtnUfSf5HDu1zVN5wzZTEPqchpSb0SonPYLF25DVQ3yLHMy6dQVpL3LkQKCwq34hVuJwwr8roDhizHdcxGqAMW7k6XeT1IDKo2x4JyjYY81Xy/tLj2SNJV7iNoGcaZehu2cqR2iRgcQQ7geSg/r5eHBM9TCVVsDYecUsJclagiBUr5O/fmPJU3lhvCEGuOSBOBJYJ+IMEZUXtNxr/ai+qv08vXgWWpgFyRaihMSQLxAKyFktmYTFfdp73HwLCp4Ru9niBQVIqWXuVtzENYcnSA2xg6pglCqpCFzsAEVbtDLacPnGdq5KDTssmYgzMS7aM0A2X5EzcTR1B96MH2s6ngcx7y/+Xe6T/GZP3E7pzS9yAJvG+PMPlJS4gobDS0lduovcLMfRYgUKvd9yP2AMqi0lyUQeL5OAvf9l07ZAyB1Kjf9HoQ1GxXuROV/CPnfVB5vjEWk3gbelToJG6zSTuHi3ZTPT9kO3pUI741a3RJuRxV+negiqny91jwNgL2LdNo+WIUq3ATFO2uT8EaHVkq4F+rJjnADqvBbvV21fgIrcRCfB87Z+vdRuhdVvF+ndavPU1GnG9Y5Z6HsxYhgPcp/SKePB2pVjA6tk7AX6nS0/6SeTBqYEpZt+vntk/XKgapJoT/FWrPyRf7zMzex+0CPVkccAQrr67NAGa8BCh8JBAs1CApXN5szTUGYrMhBKmxTEiSpXitRSIRV39uGoJhAYENAo2vTG/ZPjCrqbAtDxuSjxDcsFG1eilCVyreBos3NYIqYw0FP+baMaTPCzdIVHC77ikHRatfRYLt0+vvxY798e6OVZYTbQC48TFdQAbQSwZjUGNKmRWdpN7moqmkrkrGpcWTNFPlwP51+ra4oazQx0huPLaHH3053UPsa92Q97d500oaHH3VysLiWcMCkZ9YcTas3A096RPEhDpfWUIpq08dSODTac2lwJmNLkzDaQ0/paUrhgHMK8MyJ1DkLSNtjMYnxw5fI+6vww8GaJCnqSTnz8awFuOZIJD5B8BwlfzV+sIFBzRcB0+zAsebh2POxzIkYIkr8w+uIgrXEg3z/4GY/ipv9yKDbj7b+0NevV6uJ6OrqorGxEcOoTBjHcYxSCsMwuPvuuznrrLNe8XmP9XFP+I+v0j7zICe2bmd+ZjsznN10mAEtRgohTHpLb+a9V3YRhHVct/IS1j72fiZP06/FzoMpDh66hi99UTFp6ku8+0NPkcnqhnCbX2rnt3dfDPY+rn7LClIpfZ4+9ewUVm+czVlnPkpzo/7c+uSGaRipgInj9GN3HmjGTIU6WRxJCpGNMAVBJClhEmFQik2KsUUpMinFFr2hQ5fv8rmZH2FB8+Tf+/cyXMM1XMP1eqjjBoM/fpQw+N+GYfCfRR1vGHzqh/6GFb8ZTgb/MZRSiut/+Ajf//6DlDIWQdYg8GQNFI4sPbgsp4VfBgoP3WQOkLoTuZDoZFH/fShMQyFlskRUxjgJFBYJFPYTKCyFotlxy1DYEjDCy3A46E/KKMZ6TZTinnKTmazpMcZrZl9xG2GS3mm0GhmdamN34UVKSdfxtJFlanY6xWgfuwuVhMcodxpjvHEcLK2js1QZSLU505mQXkA+3Mr2vgfLvkBH1tORvYAmZyQH84+wv/Ao1WnhsdnLaHFPoLe0kv19txBWef/qnEW0pa8ka4+np3A7XfmbazQSjjmNxvQbqfcuIgg3kMvfTL5Q21TOtk4gnbqcdOoyRNyDX/gtQfH2AWDYKieGTfdcBBEUH0SV7oHSozX7027RM5OGUUsBUzdoKz2QLAMfMLg0xiUg6HQNbYWDig9DaQXKX673H++tfYxsTTyjp2jgY7Qmr82i9v36j4G/MlkePiCxa4zXUNheogFzNRwuw+VVqGCVhsuDGuWIJPG7AGHPB2sBGOMGQVcV7U3g8LMaDgdrGeQ/BRD1YM2uAsRzjghxy83kgg16OW0/IB5yKS7gXYWs//LQ9x1F/aEH08eqjsdxzHn/18mdkmfRhO0sa3qRhd42JpklvMRJaDqn4dX9C9KcCoWbUX3/Ufk7WYsQ2Y8i7EWo8EVU739B6a5kzwLcNyAyf4swJ6CC5zVErtFFzEZk/hqc84AACrej8j+t9X1bJyLS70hAbJzoIn6VgNikZAt4b9S6CHMCKtwBxZtRhZtrmzHK0eBdgnAvSlYBbEkA8O21Tm+RSs7lc/VEj8olKwvuSlYWVH10MsZpt7hzFsqcgCg9oieaSsupeT/B1ooK+zQwOxDh81o1M6jRpJVMGJ2qE9TmlN9rIuSPsZRSrF7xAv/zxdvYsacr8Qm/9qTwoAZz/d8PBMH9DenQUFgYFa+w0e8OFrrZnBKqnA52LIlfpZBI2RVlBALqHItcP/BFUVdWRlRAcZvn0RPmKj5iQ9LmpTkcdNdoJEZ59eSjHLmqZHCzk6bJ9jhYOkCgwvLto9wm6iyb/aW9NWC4yapjpNdEPuyi0691CY/xxlBvZegN99Pp116v2p1RtDnNxCrHvuILNYliQ1iMdqfSaNcRxN3sL2wgGAB+m+1JtLrjsQT0BdvoLD43hG94Gi3uVDzDwg/3cqj0NKUB6WIpXJrceTTY03ClQxjtpaf0NPlg06DXkm20U+8uJmPNwDYcomgPBX8Vef+Zqsa2led3remk7IV49glYIk0cV9LD4RBAGUxsawaOPR/bnodtTkKqAlGwgSh4lihYh1f/GSz3nCEee3T1erh+vZpGOXEcs2FDbZPMa6+9lvvvv5/f/OY3dHR0kE6/8gqgYw6Dv/lvjJp+kBPbtjE/vZ1Zzm46zJhGo6LBKuRNbr1hImdd/S0+95HbaB/xGNd8cB119frz6oEDbfzoh/MYNfEK8v5PuOyKJ3BcfW49vHIWz73wBtrH3cuZp65BSkWxZHHbQyeRqs+zbJH+nRzqybBp91QmdryAbUUUfYt9ffXU1+cAQU/JRViglKCkTErKTDzCDn5sUohMekOXwyWPby/4NGMzg/s8DNdwDddw/bHV8YLBU/7x6GDwC18bhsF/FnW8YfB5H3gv99007Az+YyqlFDf++FG+990HKGQSfYRX0UdESVJYJU7hYwWFpazoI8wap3CMW9VoLmsb5UGXJNZQOMqVvx+VqqMnOFzuhD7SrQeK9IY6iWBLk4npEXT5e8sOQc/wmJgez2F/J91hZ7Ivg6nZWXgyYlt+NVEyqMwazUzNLiRSh2oUEq5Rz5TsmbgStvfdTz6sDCrbvfmMz5xOHO1nZ9+tNWnhRmceYzNvwDVsDuRu43DhYfpBpxQpWlLn05a+FIMiXfkb6SncjSpDFUHaWUZD6nKy7mmUSo/Sl7+JYukRKglfgWMvIZ26lLR3McSH8Au3J2C4erBoYjrLsNyLsNzzEMLTuofiPVB6QKslyuWCsywBw2cijGZUuA1KDyTLvp+gNsnrgnNy0kzqdIQxWqshos1QWp40lRpiCbg5NfENL9UN7xJlgop7wX8K5T8B/uMQbmAwHJ6gIZJ9YgKHq7QSKoZwc6KWeBqC1UM3pZPNemm7NR/seRrsitoLqFIRhC9pb3L4bJIkfo5BSWbQsNuapaGfNVs3lqtqdDewtCdYg2EVPJd8vRmR+aiGhq+xXg+D6WNRx+M4Zn3o65SW5ThpwjaWNbzAAnc7E60AW0iczN/i1X0c5T+B6vly8rpDJ3mzH9MQN9qK6vtvKP6WMiR1L0Jk/lYrF4KnUH3f0Y0X+8teikj/jdYixPtQ+Z9D/tdVughHu4BT70BY01HhFlT+V9pLXFYxCK1fSb0FnDNBlaB4l04BB09WnkukwT0f4V6hm7DF+xKv8G8rx9P/nM6ZCO9iDYDjzgQA/06fL9VlzdOg2D0ThY0o3aed48Eqas5LOUrvyz4FhKl9x6X7awE1JClh7RPGOnFIR/efa617agvf+sItbNl2sNJozn5lpzCG0MlgI2kMOxAM94PffihcTg0PAMFDNJvTkgi9Gsgw+xUSutlchNI+XgGuZRARla/NnmVAVYM5Q0Cz59AdVJq+1dkWnilrNBKNjkPaMun0K83k0qZNu5uh0z+MHwfl20d5DWRMg73F/UlfAX37WK+FjGmxv7S3SiUBjVYdo71m/LiXvcXapG27O4I2p5Fi1MOe4pbySiOAOrORsamx2AI6/S10B7UrSBqt0YzyxmML6A620lmqdWhbwmNkag6NZguKAp3F9VVNa3VJYdPqzKHFnYwtBYVgO4eKq/AHNJAzhEujO58mezaO4RHF++ktPU1faR1qQLrXlPXUOQvIOgvxjGagm4K/hnxpFcEQqV5DNpGyF5ByFuGaUzCAINxAyV9DyX+auHpVQlJCpLV/2J6v/zmLMV/muvdK9Xq4fr3aRjkD62g0EQPrmMPg//43xk/bz+KWbcxPb2OWs4cOU5I1XJSoRxhj9MouIIo8HntiMd/8WiPzT5lDQ8PNXPmWdbienkDYu3c83/7BPLbvauCqt61k2cn6WlIsWjy25kzuXdnE29/yOKNH6s9ZO/c1c9/qE1i2eB0tDTo5vGH7WISjGNmqQx17uhpx0yWEhIJvEZuSGIkfS4rKJlSSfKSBcD7SCeFuP81PFn+JRveP93PNcA3XcA0XHD8YPPX/HR0M3vTvwzD4z6KOJwyO45ir/v6D3Hz9a18ONlx/2PrdjU/yza//jpxnEGQrUDhKGs3FxyEpfCQobMgYrx8Ko8jYkogAhUIkUDiXQGGBYoSboRD3lh3CLXaGlCE4lCwJFcDE9CiCuLu8TNQQksmZSUQqx55iJRk3xutghNvErvyz5JNloxKTKdnFNJgpduQfLzeSEUjGpU9ipDuZrtJ6dudXlpvTOLKeidkLaXRG0Fl4lH35itPTEB6jMhcwMnUqpeBF9vf9hkK4tfwzOMZI2jKX0eydQxBu4HD+BvKlx8v3Cxyy3lk0pC4nZZ9AoXgPufxNlPwqEITEdZaS9t5AyrsI4s4jgGGJYS/Gdi/C8i5AyBbdsK10n04Bx3uqthWJC/Qs7SI1Jmrlgb9Sg+HSg4PVCsYk7S91TtNqCeHq9K6/CuU/qlOE4XPUJA4xE+i0FOylCZjVzt8KHH5cQ+Wh4LAcncDhxRqCGeNrG8pFB3TS2V+t047BOgYDXVMnKO15GhBb88AYMzg9rHztQA7WooK1Oj08pH8YvezdmqXhsNkPiI+cbFGqBCpAyMwRt3mlej0Mpo9FHY/jmPnRrxMu6WXphK2cUvcC870djDdjTCFI1X0ZM3gMSvfojUUGkfkgpN4B0X5U7r+hcDPlv7NzrtZFWNM0QO79RgJIQesizkek/zrRRWzWSeHCrZRfd3KU1kWkrtJ+bv9RVO4ntSBZtoH3JoR3JcIcgwrWaq9w8XYq3m2hgbN3uW4SSZyA4huhpumkqSd53Et08lj1alBcvCtRrVDZn7UA4V6Acs5FqK6k4eS9gxtOmrMQ7jkoazFEu8F/IHGJVztJbe39dc8E+zSEOfY1/vX+fGrT2h186/M3s3HTvqEbzRlVUNg8MhRGJg1ih0oK16SGBzSYq/4aBnmFTUuUFRHIJC0c67SwYWgw3K+MEEJR7zr0hpUGc3W2hZAxhcgvbzPCS1OICknKWG83Op3FV8WybgIUzXaaBtthX+lgkiKuKKQsqdhT3FcGuQIYn2ojbZrsLe6uAcP1ZoZxqXYilWd3YVsVTIZmq5lRqREoSuwqbMaPKxOZtnQYn5pMvZUiHx5gT2FjTRM6W3qMTc2kwawnUj3sLaylEHXV/H3rrFGM8maRMtIEUSf7CqspDNBF2DJLmzufZmcCloScv5nO4lNDwGGPJnc+Tc4JeEaWKD5Ib2k1PaXVxAP0RFI4ZO0TqHMXkbEnIQkpBRvIl56i4K9FDdQtYeBaM0g5C7VewhpDHO3H95/BD1ZT8p9BDVg501D3jzTUvfaGX6+X69erbZRTXa8LGPztr9AxdR8ntWxlfmobM539dJgmKWmjrEXIpv/j5u9+jtkzbmfSVP25N5czeWLVEq79nxGMHNfEP3yyE8/+Ja6rJxnWrB3D3Y+ez77OLv7yHY8wfqxWDB3uTvPgk+ex63Ceqy5aTjqlz9fla2eQixpYOPMZDCOm6Fus3zWW8WP2YRqKvG+Ti2wsOyZWUIxsIil1QzllESqDfOxQik3yoUUudOkKMvzipK+Ssl4edgzXcA3XcL2e67jB4H84Shj89WEY/GdRxxMGRzF88JP/wHd/9N5jst/h+sPVinvX8pXP3Uq3LQiy5qBGc8dKHyFktVO4AoUNI9Y6iSGgcMoSIEJitGqiwbbx42IycFO0Oh4xRUqxHlRmTIdWJ8WBUj+gVIx2W/EMxf5SxU+pl4e67ChsLKeC68xGJmcmkQv3sLdY0S20OR1MSE2lN9jC7sIz5duzZjuTs6dhiZBtffeSDyuJ4HZvAePTp4PqYlfut+SqUkBpawJjM5fRaE/kcOF+DuZvJ4x7Kvu1T6Atczn1zjxypQfpyt1EqQrmSpGl3ruQ+vTluMZ48sU7yeVvwQ/WVP1VDVxnGenUpaTcC0EdJijcSVC8k6gG/IBhnYDlXojlXYA0JmpQW7pfe0LDdbUvFmNcopM4Q0NXLN1FvPRQsgx8NbVQ1NF6B+c0cE4Fo0OvLIgPQekxlL9CJwgHOkZFOoG7S8BeAuZ0hNBL+VXck8DhJ3UqMljPoKZtsk2DaGsR2IuS5ecVp59SJf244OkEEK+BuHYwrvfTAtYJCGte4iCePSSoVaqgE8PBOlSwXv/ews0MDYhbwZqpQZo1U/uIjdHHbHn862Uw/fvW8TiO6R/7D8SJ3Swb9xKnNLzIfGcHY03wpIUtXK1SwYDUWxCZvwNsVO5/Ifdjyl5q58wEAs9C+WtQfd/QehMAbK1wSL8bYY7X8LbvOwlgTj6CWIsR6XfqpmzKh+ItqNxPdZIe0GvxT0d4V2vPripB8beo/C/LSS4AjIkI7wrwLtOv9+ApVP4Gra6oBsXWYoR3CbjnAaYGxcXbkrS+qt3OPT8BwN2o4h3aKRxtrfoNGonW4RyUNRcRrNXaGf8JalPCzcn7xJkaVB+HRol/DrVl417++/M3s3btTg2Fk6SwciSxqZPCytJO4TIUlmgobKCvzbLy/xGhcL9XWKiq24duNieNSjrYMAWRSKCwAMca0GDOsShUKRtStgkirlFGtHoeXUEuAbgK1zBocV06/Z6a20amshwOuilVJYPHeA1YUrG3VFErmELSkWkBAvYUKxOVEpiQHkHaMNlb2kUhqgDeOjPDhPRIUEV2FbYSVDWKS5tZOlLj9fMUt9ITVhq7CQSjvQ5GOG0oCuwpPEduAPhttScw2puILQU9wTb2FTbUwGOJQbs7kzZvMraQ9AXb2Fd4miCuhawps5V2dxGNzlhMEdJTeo7O4iqCuPb5+pPDzc4C0lYzcXxYw+HiU0M0pZOk7enUO4vIOnOxZYYw2kK+tIqc/xRhNED1BJiyhZSzkJS9AM+ahykzBOFz+P5qSv5qGus/ieeePuhxR1t/KtevV1vH+rjHf/crTJ28hyUtW5if2s50+wATTBtXWiBbEHWf4cb/s/nBv93BNX9nc/5FT5BJ6c+pfX0Wt9w2jfOv/g/+9j3f441vXMW55z2PYejX7fInJ7HimYvxeZ63X/U49XX6/Nu+p4UbHljClCk7OH2R/uxY9B3uWzOHcWM6Gduugwa7DjXhC4PGev0aP9BXh+0FKATFyCQUBrGSlJRJMTYpxTaF2KQY2vRGDr1BA9ct+RqWYQ087OEaruEarj+KOm4w+KNHCYP/YxgG/1nU8YTBYQxf/Z8v8akvvemY7He4/vC15rEX+fwnrqdTqFoo7BwLKHykRnMaCvcrI0wDFDGGUHgWhImb0DMFphGXv6+zTCBMnIGKRtvBljG5xCFsCcmYVAOH/QNJehiarDra3Qx7i9vKjeXqzXrGpkewv7iVXKSBrCFMpmVm4ciY7fnVhEoPZh2ZZlr2RGwRsT23nFKs028Cyfj0yYz0JnK4WJsWtmSaCZlzaXOn0l16mj25u4lUf0LKoNVbyqjMBdhCcTD3Ww4VHqIfbAosmlJn0JJ6A2lrFL2FO+jK30xQ1dXblK3Upy6hPnUplmylULydXP5W/Brga+A6p5D2LiblXYhQRYLi7/CLdxD5T1Kd0JXmJCz3fCz3PAxrvvallu5HFe8booFUOnEAn5noIVpQcXeSGn44aRA1MDU8Ri93d5Zpb7DU70sq3A7+CpS/Ekorq5bQ9z9Xg3YTOwkcNiaW4aluBLdGw2H/yaSR3YDUr8jqhLO9SDexsuYihFO+WymlG2n5q5NmcquPoIOQYE7Wj7dO0IB4AGgu7zPO6yRlsA4VrEsA8UsMCYhFvQbE1iyEfYpOSL/G+lMZTB/r44iimJmf+gbmiYc5fexLLK17kXnubiaalh4gg06u1v2TVhkUbkD1/WelYZu9BJH5B4R9AipYj+r7pk7GA2BB6k2I9Pt08zf/MVTuO3qio7+csxHp9yLseahoNyr/f4kuIlkOL9K6aVzqHQlIfk7rIoq3UPFW27pBXepqsBbqFH/hJp0Crl72bXQgvDcmoLgJSg+iCrdqJUz1a9panKgizgXVjSrcAcU7BjjCHZ30d89BmVMR/uOJTmJN7S/YnAbOWXoVgTWnPHkzXL9/7dp6gG9/6TaefOIlYtsidgwix0DZkjjRRygTvaLHqGgkqpPCZW2EAbGouk1U/n85EDzIK2z0ayK0QsI0ZTktbJgCIan4f02BbcoyBBZC0eC69FQlfrO2hWsKeoLKbS2uiyHVAI2ER4Njs794KFFSgCEE49NNhKrEgVIlOetKk45MK4EqsLdYmayVCCamR5I2TfYUd5V7DwCkjRQT06OxZMyuwlYKUQXK2tJmYnoyWdOhK9jH7qoVRgD1ZjMd6cm4hqTL38me4iaqr6+OTDM+NYcmu4lY5dhTeJaeYHfNPlyjjtHefJqcUUjl01l6jgPFtcSqNrVbZ42n3VtIozMaqUp0++voLBxJK3ECTc5CstZoUH1JcvhJiuEQDeDMsdQ5C6lzF5Eyx6Lig+T91eT9pyj661GDrokGrjWTlLOAlL2QjLMEy3ztjR//VK5fr7aOOQz+wVeYOWkXS5q3MD+1jRl2J+NMF0uY5W1KwQh++N9trF8/n4989S/55bc+xTuueY5x47oAiGKXBx6dww9+Mp5zLplGW/NPOXXpJqSEKJY88Nh0bn9oMfMW7OTspQ+RSevPtuu3TOCeVTM46+Rn6BilPwPuO1zP6m0dzJ26mZQTEMeCzQfbaW7qQUooBiZFZYGh9x1gEmAQKINCbCe6CJtCZJGLHHJBMz9f8jUMOfiz13AN13AN1+u9jhcMnvaRo4PBG78xDIP/LOp4wuBiBDf/7rv8xV+dcUz2O1yvn3pxwy4+/dH/Y3fBJ6y3CFJGRR9hC2K7AoSVmQwujwCFy2C4Cgoj9WCwDIVJvq5KB1sJFJZCg+AIPYi0pCJlSXylG9akDIltUE4Ge4ZBk+3QHWrAIlCM8Ropxj0UkiY0tjTpSLXTHewre4UtYTIpM5FS3MX+UmWANMIZy2ivnYOlTXQFlZTMOG8OI73RHC5tYl+xktbLWiOYnDkNS0Rs77uPXFhRLjTYk5iYPQ9XGuzJ/Y7DpUrK2JRZRqXPY2TqdPxwCwdyN9PnV/ZriAwt6fNpSV2CLU2687fSXbiNqCoVZBmjqPcuoT71BkzZQL5wG/nCbfhBdbpX4tgnkU5dTMq7CIlJULyboHgnYWkF1aBIyFYs91ws9zxMZxmoSAPb0gNQemhwktaaoxPDzulaiYDQ+gT/kcQb/CS1cFWCNTcByst0AldYiad3o4bK/mPgP8WgJm6yTcNh+yTdqKqqGZxSRb3s3X8C5a/S0GpQEzhLN32zFyKshWDPR8jGmi0q6eHVuqGc/4wGxgNLpPTx2nMR1lx9THLkEZrJFSDYCOF6nSAONiSKiarfS+odyLp/Gfw8R1l/KoPpY/5B6XCeRd/4Nt6iQ5wxZjNLsxuZ5+xnguViCQPSH0Rm/x5VWonq/deKEsEYj8h+XKsVwhdQff8FpbuTvRrgXYFIfwCMUVC6F5X7bpV2wQD3EkT6bxDWFJ0kzv8IindTTrMbYxGpvwTvShA2FO9A5X9RC1uNCdoX7F0BIgPFu1GF3ySJ5OSjjUhrf7F3JcqchwhX6aZyxd+Bqqw8wJyKcC8F75IkdXynTgHXqGQscE5DuBejjHEI/1ENgKub3UGikzhPKzOG9Q/HvQ4f7OWHX7+Te+9cS2gaxK5JZBsoW2i3sCmSa3NFHRGZQusiDFELhWUlNVzjFq72Cg/VYE5qJXSUQGHRv31yn2UJgiqFhFeljEBA1rXIR5W0cNo2EVJRiPQ1XSQN5nJRgaBfPSFgVDpDX5hP1BL6saPTdRgy5kCpq/w78gyTsalG+sJeDgcVF37GdJiQbqEY5waB4UmZ0WQSMNwXVhQnrnSYnBmHZ0j2FrfTHRyuepxkQnoSLU4Dxaib7fmNBFXA1pYuHenpNFv1BKqbHfl1FKKq8xBodycyJmkg1xvsYndhDf6ARHCjPZ5R3gnUWY1EcQ/7C2s4VHq+POGsS9DkTKHdXUiDMwpUga7SM3QWBmslpHBodObS7C6kztYN4Hr9Z+gprSLnP8/AyUpTNlDnLKDOXUTWnoMpFAV/LXl/FXl/FWFUO+HbVvcPtNe/dn3cn8r169XWMddE/PjLzJ64k5ObtrAgtY3pVhdjTA9DGIAHwilPuvf2WFgNf8m7r9pPV5fDBz7mMm3C7UyerF87fiBZ/8IivvGdsaSziiuvWM6J87cCEEWC9VtO5Ls3dHDhOds4cc4KLDMijuGJjXN5dkcLlyx7mmxKn4vP7xpFT5Bi6li9Gqy7kKI78KjL5OlvKKe95RI/NvCxiJQkH1sEyiQXORRji97Axo/b+NHiryHl8MTjcA3XcP1x1XGDwR8+Shj8n8Mw+M+ijicM7g4EW3bcxoKlU4/Jfofr9Ved+7r5zId/wfpdnQRZiyAjCT1ZhsLKgqg/JdyfGK6GweYQULj/n0EtFE6cwkIqDEOnjQypsA1FnEBhxyTpxq3vy1gGvtIQ2JJQZ1nkE+BrCkW7l6En6CovNW1zstgypqs8oFOMT41AUqzpMj4uNZas6bCzsIkwWS7qSo+p2ZnEqpsd+bX0AxjPqGNadjEmPttzK2rSwuPSJzHKnUJfsIUduYeIyo3xTMZkTmNMajF+uJ1duTsoVEHjlDmWMdlLaHFm0VN6nAN9t1GqSgNbRiut6YtpTV2Iig/RU7iNnsLdxFWeTssYR0NKg2FDpMgX7iBfuB0/qABoAMdeSMq7mJR3MaZsICg9mMDh+6lpKidSWM4ZWO65mM6ZGpyGG3RTueIDg3USsgnsU5OmcssQslEnZf3HK97gmvQhSdJ4CcJeBs4yDcCEQKlAO379x3Ry2H8aBroNy3D4xAQOj6+Cw6EGe/6qBA4/VUl7VpcxEewFCGsB2AvKSovqUtF+CJ5J0sPPal/wINBM0pxuLsKao+GwNWcQbC7vU/kQvgjBelS4HuGcoaH6a6w/lcH0sT6OrZv2cs51P6d+USenj3qBU7IvcIJzgHFmCkNIyH5O+3pL9+kHiLrEGfw2iPbqJHC5cZwA9w1J47jxGgL3fbMKqDpJUvjdurGavyJJCj9W+YHsJYjUO8E5Q6eD89dpCFyeZDHBPVfrIuwlEO1CFX4Jhd9A9XJve4lOATvnaehbuAlVuKG2aaJsB+8NGgIbbVC4HVW8ZYAr2EqcwhehzGmI0oOo4u0DIHGiiXDPB+ecl22QOFzHr/J9RX71nQe48brHKCqIHQvlSCJH6kZMA33CJqhEHaEMUdtgrl8lMZRCojot3K+Q6NdJDKGQMIzEJSzQE70SrXRKGs4poYiUvh7blsQ0RDktjIAmz6EnKCRXV4VnGjQ4Nof8/mubIm2atLgeB/3usjPYFILxmQbycZ6uoLJtvekxKlVHp3+Y3rCS/q23PManm8lHvewtViY1DSGYlBlD1rTYW9xNd9Bdvs8SJlMyE6izHDr9Pewr1k4MjnTHMCY1CvDZmd9ET1gLYUe5HYxNjccWMftLm2tUVACOTDE+NZdWZxSCEvuL69lf3FgDfSUmI7xZjPTmkDJc8uFu9hWeptuvTSgLDFrcmbR7C2mwRqFUD4dLz9BZfIpS1FmzrcSiwZ1Ns7uIBnsWpojp89fRU3qK3tIaYlUcsG+brDOHOmchWWchKWsUfvgi+ZKGwyPq/4mMu4zXWn8q169XW8f6uDt++mXmdWzn5KaXmO9tY5rdyygjjRSJE77xh1C8iT0bv86IkfqcCQLJ/feOI05dw3997XkuvDjPO/9yE/VpPQkYxYIHV3Rw4wOLiFSO91+zgY7RuplcFAkeeWYWtz0+lbNPXsfSufr2IDR4dMN8DhYFZ81/FtsMiRWs3tZBU2MvjRn93Ht6GrA9H8OAMJYUY62LiGKJj0WgDHxlal1EbJOPbHpDhzAexfcWfWUYCA/XcA3XH1UdNxj890cJg785DIP/LOpYv9CC/A6MnrMB2F6wyKRW0tL+5/Mi+nOtUtHnq//8Gx58fDN+vUWYNghS/VBYL02NrCoobEBsVkHhqv8RQySFjQQKS5CGKkNhaehBo5QKO0kKCxRW4hjuTw5nbCNJ5CikUDTZtc3m2twUfpwrKyXShkWbm+FgaX8ZFDfbdbTYKfYVd5QbyWTMDONTY+gKdtMVVAaMHelpNFsZ9hQ30BdWBlbjvNmM9MYMSgt7RiOTs6eTMVLszi/nUOn5qvuamZA5j2Z3HN3Fp9mdu5uo7PuEJnc+o9IXUmeN4FDhfg7m7iCsSgN7Zget6UtoTp1DFO2gu3AbvYV7ahrH2GZHkhi+GFPUky9qMFzbfA5sazYp7wJS7oWY5iQi/3GC4u8Iinej4mp3oMCwFmK552C5ZyPNaRpglR7WqWF/xQBAqhPA2ht8GpizEUKiot1QWo7yl0NpxWA1hBwJzskIe6lWShitQJLY9VdXGsoFaxikcyjD4f6GclVaCaU0KPNXoYKnwF8FUe1gWh9mQwKH52s4bM1GCK9mE51i3pwA4rUaroWbYEBXdwCMsRoKW3MqzeR+j0ZxR6o/lcH0sT6Oxx58jrc9+luaFx7k7FGbODnzAifYhxhtJgNkDCg7g9+KyHwIMFF910L+p5RfY8752idsTtZN33q/UZkMEVlIvU1DXtkIpfu0czhYm/wUFniXIlLvRFjTUcELqPyPk8ZySXMr2aYby3lXJYqHh1GF63Qavz8FLNvBu0pDYKNdT8oUboDSw5STfSIN7oUI9zLt9/UfQhVuSfbT//o0tNPXvQhlnZAkgH87BCReinDOB/cshGz6vf8Ww3VsKgwi7vz14/zkf+6juxSgbCtpNGcQWf0+4SqNRJVXuB8K9zebqwHEkqG9wkMpJIRCyVqFhDQEcb9CQoJlSYJE8TRUWrjOtclHpTIEdi0Dx5T0hfqcECiaXRdEVG5EB4pW18MxBQdLPeXbUqbF6HQdh/1uclFl2zanjhY3xf7iwarboclKMy7dTF/UMyAxDJMyY2mwXA6U9nDQ76y6TzI5M4EWJ0tf0Mm2/OZy0zqAerORSZnJeIbBQX8nOwubqa6M2cCk9Ewa7AzF8CDb8s8OSg23OuMZn5pDxkxTDA+wq/A0PcGemm0cmWVMagHt3lQsYdDjv8je/Cr6wlpQbQiHVncObd58GuzRxHEXh4ur6Syuohjtr9lWYFLvzKDZXUiTOw9HeuT8DfSUnqKnuGoI7zCkrMlltUSDexLOsCbiVdexPu6J//cFFk7YwdLGzcz3tjPVytFupPXnIGM8ov7LYC3iU9d8F0c+wt9+/DAN9ZUJiiefGsmtt03jmo9+hv/56le4+sp1LF5Q6bux/Olx7Op9E/eu2MQ7Ln+KE6bpyf0oFty3agbLN07knCVPM2einpQsBRb3rZ1FOltkwWT9PAXf4rn9oxnbth/LiIliwYFCFi/xBxdCSwNhJIEyKCmLUEnysU0x7tdF2ISM5n8XfvWY9V0YruEaruE63nW8YPD0vzs6GPz8fw3D4D+LOtYvtO7OH5AN/g2A5V11nDz5cUxz2Nf051JxHPPj/7qHX17/BMWMRZAxCFOCyJFENlohYUJkAVYywDRAGUrDYZloJRIIrIQCc4A+Imk4J8qAONFHCA16zeR2EsewbejkkRAxaUsSE6KSZnN1lkVEqewtbLBsHEOVvcISGJNqIBd2U0q6hdvSZEKqjb7wIH2hHpwJoCPdgSUjdhVeLA/60kaWKZlphKqLnfl15QSPZ9QxNbNYO4dzKylElYRQuzuL8en5hNFBtvfdTymuJI8anal0ZM7BMyz25R/gYOFx+uGPwKQttYxR6fNxpEln/i468/fWpHZS1jRa0xfTnDqLMHyRrvxt9Bbv1fA0KdsYT13qQuq9i7GMERSKd5Ev3E6xtJLq5aGmMU6DYe8CbGsxcbieoHgPYfFeouomVoA0xmK652A5Z2M6S/RvzF+N8h/WcCrcWPtCkk1V3uBTEEZrAlU3VOCw/zSDAK85RUNhe6luSpeAVKWK4K95BTjcpP2o9uKkody02oZy8SG9j+Bp/dzBWspwrvIDgDkd7HkaEFsn6CX+A9PDqpg0k1ur9RLB2qFhM2g3rTUHYc0GazaYMxEyNfS2R1l/KoPpY30cN/7sUf7f7pWMmLePc0ZuYmn6BWY73Ywyq4C8c7pWQhgToPBrVO83QSXnr30KIvv/ENZMlP+khsDBU/o+kYLUOxHpv9IQtni7TgKHLyY7dnVTuvRfgRyh1Sm5H4P/aOW5zdmI9DXgXgBxDxSu187guDIAx16GSL1VN5+LtqLyv4HizbVJYWshwnsTyjkfET2nAXDxzgGqiFkI73KUfQoieFJrIvzK+w1InTh2Lwb3PISs/71//8N1/EopxfJ71vH9r9/F7n29xK5BbOtmc/qfdgmXE8NGRSNR7RWuaTY3hFe4AoQZGgRLEGYtCJZSEFFpOBcLfS8CbFMSiZg4SQtbpsSxZFkZgYBG1yEflSo+YgHtqTQ9YS7RSIBEMSZTRzEu0hP0T4QqmpwULa7HvlInfhyWbx/tNdJgu+wp7qcQVd7nW526RDHRw+6q5nMCmJQZQ7Od4pB/kD3FWig7PjWW0V4zQdzHltwL+HHVNVc6TMlMp8muIx8d5qXcevy4ct2WGIxPTWdMagymiNhb3MTuwkaogsuWcBiXnssobxIWikP+i+zKrx6klKizRjImtZAWpwODgIOl9ezLr6IwIA1sCo827wTa3QU0OGMJ44MJHH6awgCQDII6exrN7iKa3AWkzRYKwYv0lFbRU1xFIaxd4TOu4e8Z3/AhXmv9qVy/Xm0dy+MulHzm3PgVFk/YrmGwu42ppk+LOeCzhTGJlcvn8J+f8zn7jWfSOnIbbfU3sfSU3cnnbMiXRnLDLVO48ZZRvOGN7UwafQunnriV/iDuhi0juO53s2loHc+8qbexeJZuQhfFgvvWzGB/cQ5TxjzAtDH6dVXwHR7eOJXR7Z2Mb9XnWGcuw/58HSObOgFBIbAoYur3FSUoKZOSsspN5QJlUFQWhdgiH7r0Rg6hGs21C742DISHa7iG64+ijhcMnvG3RweDn/vvYRh8zOvaa6/la1/7Gnv27GHWrFn853/+J6eeeuoRt3/ooYf46Ec/yvr16xk1ahQf+9jHeN/73jfktr/85S9561vfymWXXcbNN9981D/TsX6hHdh7Dc0sB+Bb2ybw9yfd/QqPGK4/1brv1qf5z3+/ix5LEGQNwrSseIXN/sSwhr+xgU4MS5U4hlWSQNJpYSWS1HA5LZwA3yQpLGQFDAsJQmivsFHlGHYNQZQoJGxDKyXKzecMiVPlFXakoMXxyl5hULQ4GRwZ0x10lW8b7bbgGbC/VIExTVYTI70WDvrb6QsrIHd8agotdpa9xedq0sIj3amMTU2kEO5mR+7JMjA2hcvEzKm0OKPoKj3PrtyjxElaT2AwKrWEsemloA6zO/c7evwKUDVEipHpsxiZOhtUN535OzlceLSmsUvGnk1r+mKavDPwg/V0F+6gt3i/BpVJWcYo6ryLqE9djGN0UCjdR75wJ8XiQyiqBquyiZR7PinvAlz3VIgPExTvIyjeS1haTg00FWks51RM5yws9wykMRIV7U1Sww+Dv3ywVsGcDs4pCPsUsBchhK2VEsGqSkO5cAPVg2MwEufvSQh7iU7wJqndGjgcPAX+GgaBXZFNfMEJHLZmIYRdvlspPwG6q1D+at1QLq5NUOlfTot2HVvzwZ6ngd4QMFfFPRoK9zeTC9bVQr7KDiH1dmTdp4a47+jqT2UwfayP41tfuY2vm88xft5ezm7fyCmZF5hl5WntHyCn/w6Z/VtU6dHEGZykpIyJuqmcfTqEa1G9/1kFcW1I/QUi/V6QGSjciMp9DyLtQ0RkIPV2RPpd+uvCLajcDyHqTwpKrVtIv0s3hAs3oHI/0vC2/3wW9eC9UUNgYxQU70qcwk9XDk62gnc5wrtKg+nCjUOoIkaAdym4FyOinajCTUlKuLqh3AKEe5FOFCdJ/OH646qXnt/Dd//tt6x+eltNs7nYkSjzVTabG8Ir/JoUEgMbzg3lFrYNilGVW9ixKKmgrJUwDUG949BVBXvTlkmDY3Ow1Fu+zTUMRqYyHA56KVb5hUel6shYJruLB8t6CVCMT7WQtSx2FvYlnxF0tTp1jEs1k4t62Fmohb8TU6Npc+voCw+zLb+9JhU8wmmjIz0aQcCOwuYaz7BAMCE1idGJTmJ7fhOdfu2+m+w2JqVnUW+lyYcH2JpfQ26AcqLBGsGE9HyanTbiuJc9hbXsK6wn7veQJ8/W6kxhdGoBTfYYlOplf/EZ9uWfrpmEBrBkhnZvXqKVGEsUH+JQaRWdxafJBdsGvcYy1sQkObyAOnsiQbSTnuLTdJeeYkLj/6PBPWnQY462/lSuX6+2juVxr926hyuf+A5Lxm1jacOLzHN3MM2KqDf6VzbZegYnWYVWLBqsWzudoryKL//Tei68vJ0zzl5Px5jlZDL6+pAvmGx48UT++4cjaGpNc84pj3Pu0s1Ypn7NdfY089O7pnGgMJqzFj3MiTO2AhrmPrJhMs/sGM0pJzzLxHb9Oaqn4LJqxwQmjdpDY1qrIvb11uELk6yXAwQ9voswFREGQSzxlW4qFyYwWDuELfKxQ2/oUIza+NaCb2D1N4QdruEaruF6ndZxg8EfPEoY/D/DMPiY1q9+9Sve8Y53cO2117Js2TK+853v8P3vf58NGzYwbty4Qdtv2bKF2bNn89d//de8973vZfny5XzgAx/guuuu48orr6zZdtu2bSxbtoyJEyfS1NT0B4XBB/cso0no5fJ/8+zJfP+8n/ze+xyuP+7a9uI+PvPR69ja3UdQbxGmDAJPECde4cgCZfX7hBnUZK4mKVzlEi5DYVkLhREgZYxuVD+42dxAr3DakgRJszlDKBpsu+wVFsky0yAulLfxDIt2J8Ph4CCR0h9yU4bDGK+Jw/6ecoLYEJKOdAdS+OwuVJaIpowMkzNTUaqPHflnq+Cvw5TMQuqsNHvzq+kKKk3qMmYbkzKnkjJt9uQeo7O0oXyfJTOMy5zJCHc2xXAru3N31iR3HKOZUenzaU8tI4z2cDB3B13FlVA1KMw682hNXUSjdzpB+BzdhTvpLdxLXAVlTdlOnXc+dakL8Ky5lPwV5At3USjcQ1ylbxDCxXVOI+Wdh+eeiyEyhP6jBMV7CYr3oQYAU2nOxHLPxHLOwrAXADEEa1ClR6H06GDXsPB0gtc5NfEGT9Le4Piw9g2XVmoNRTRwgGrppG4ZDs9DCAfoB7trwX8S5T+pIdogz6+TNLNbiLAXgjUfISvvmUopiPfoxHOwRsPh4DkGJZCROsFszUNYJ+ifyZyEEIN9dio+pKFwsC5RTKyDeB8i81FEZuiJwaOpP5XB9LE+jn/+8M/5xfhdTD5hN+e2P8/JqReZZfk0mskAue5zULo/AaSAaNCqiNTVEG1D9X694hPGBO9NiMz7tR+6cIPWSfTrVGQTIvUu7RsWJuSvR+W+X7lfpLXmIfUOMMZozUPuRxA8UfmBrbmI1F+AexHEh1D5X0Lh11UpYAOcMxDeVSh7KcJfiSpcD6UHKZ//Iq1dwu5lGlYXb4HCbytpZwBzOsK9RDefM8f83r/n4Xp9VFdnHz//73u485bV+FISOyaRkzSbswY0m7MqPuEjeYWr9RFHrZBIms9JI0kHo28XsqKUMC19Xz80tkwJQlWSwIYg41hlZQQoMraFNCBXdVuL62JIVQOL6yybFs9jf/Fwsj99+/hMI7YBuwoHyhhXABMzrXiGwc7CXkpx5b291alnfKqJfNzH9nztJN44bwSjU00Uoz5eyr1U/twAUGdmmZadSMow2F/aya7C9prHtthtTMpMIWVaHPL3sCW3gUhVFEOmsPn/2HvvODuq+/z/fabfur1oVx11JKEGQhK94wLGvdfYxjiJY/L7xnbighPHTlyDY4NLMDYuGHcbN4wxVQiEKuq9a1e72n7b1PP7Y27dXYGEVi7iPq+XXqudOTN3Zu5IZ84zz3l/psbm0B6ZiCY8juV2ciiztfjiOLycKu3RWUyMzieuRUm7RzmSWUevs7/is1Sh0xqZS3tkIbV6E07Qy7HsOo5l1+MOSxgbSpLmyAJaI4upMyfj+7302Gvpza5jyN3NcEW0NhqsRdRbi2mKLCOqVzERp6qxPO/vPbyGT/Xcz4qJ+1hes4eF1iGm6YK4Ej4ToS9G1H0Dcr8i1/tdTK2U7t6zu5ZVT81n1tL3858f+QmvelUXr7hxF/Fo6blz9YZ27n9sPtv21vCJW9NMrP8DNfHw3+Jg2uQXT53L2j1NvGTFsyybXdr3liPnsGpPI8vP3U5bXRia6MtE2d7dzuTmI8StcB8dQzXohoumhf9mh1wzfHGVLyqXk2FROVvqOFIlKw3SvknKsxh0E3xm3heot0av0VBVVVVV9degM2YG33KSZvAdVTN4TLV06VIWLVrEnXfeWVw2e/ZsXvGKV/CZz3xmRPsPfehD/OpXv2LbtlJl7ptvvpmNGzeyatWq4jLf97n00kt5xzveweOPP05/f/9f1AzuOzSHGj18CL3qiZfwp1f/z2nvs6qzQ9mMzRc+9lMeeWoPdo2OG1PxogpenissDVEsNie1QmJYFhPD5cXmZBlLuAIhMUqxuQJXWFUker7wnECiqQFaGVc4qiv4eeNOEJDUdTzp5PnAkrimEdOUCtbwOKuGgGxZdXHJpGhzOP3SKTF06/Q6xkWa6HUOM1SW4BkfmUKLWU+vs49e53BxeY3WwrT4fCDDwfSqiqmeLdZsJkUXIRniYOphMl7JXI2oTUyKX0mjOZkhZwtH0w/glvGDLbWVtvg1tESW4XgHOJ75DQO51ZQnahPGeTTGrqMuchm+v5eBzG/zxedKxeIUkSQZuZJk5Dpi5gpcdwuZ3O/IZH+P71cOhA19AdHINUSta9C0WQTeFjz7T7i5h/Hd9RWfLUQNmnkJunU5mnkpitocGqL2k0j78TA1PDx9qzSHaAhzRZ4bHBaskv4RsJ9GOk+FRbkqmMYAJhgLEcZSMC4I07v55G+poFzeHHbWVppj+TsAbWY+Pbw4/KmOq2ghpQ3uFnDXI50N4G4c5TgIDTl9fj5BPD80+dTmke0gLFAntNPisp4tg+mxPo/3vO1r/GHJALPnHeLq5u0si+5hjuGTUAoPTQohKkUL07zx9wM+cujLkL2P0GBVwLoxXKe2hziI1JdLCVylFRH7O4i+BqQPmR8gM3dDkJ8toDSHKIjIa0OTOPvzEBfh788fgxaasrG3hVxp50lk5ntgP0wR46K0IKKvh8hrQNrI7E8g+9PKfzv6IkT0tUhtMcJ5MEwBeyUeJEoTWDcgIjch9GoR2LNZruPxux+t5rt3/on+rIM0C1xhBV9Xilzhojl8IoREoSBcuRlcQEgUsREUOcQFI1goEJwoLawJfHkCtrCAqKGRLZiyQhLVNVBkRdG5hohF2ssVU8ZCwLhojKyfI1OWDG6JxIhqKp253mKvpArB5HgdCJ+juVJR0bCQXDOmqnAo01FpDBtJJsUbcYIM+9OHizUGAFrNRibHWwhkjn3pfWT9Ev/fUAxmJaZTr8cY8o6zL70Tr8z4NRWLGYk5NJn12EGKfenNDLiVeIcGo5Vp8XnU6Qmyfg/70xvoH8YRttQEU2ILaLdmoiuSHnsnhzPrSHuVRVMNJUZ7dAHtkYXEtToy3hGOZdfRld2IV1ZzIDy2GloiC2mOLqTBmI4f9NFrr6c3t44Be1v+BXyomXW3MKOu+jLzVDWW5/2v3/8Nv4w8zYoJe1lRs4sF5hGm6RoRJT/7SZ2MSH4MjGW4dsCH3/h+rnv5Xq64rhNFhPe6xOKPf2zjgQen8qb3f5Af3f0lbnrZTpYsPFhERBw5luDA8av4yr0W5885yJtespXm2vBZyvEUntw5l9+sbeZlKzqYP3FtfjYf7Ogcx/ojzSw6ZxfNyRBfNJCNsG+ghQkNRzHyaePOdJKImUMKBS8QOFLDERoyj44ITeHQHM4FOpnAIOWb9LsxPjj9k0xPnnNa17Gqqqqq6kzpTJnBc07SDN5aNYPHTo7jEI1G+fGPf8xNN91UXP6BD3yADRs28Oijj47Y5pJLLmHhwoXcfvvtxWU///nPee1rX0smk0HXwykun/jEJ3j22Wf5+c9/ztvf/vbnNYNt28a2S9OhBwcHmTBhwph92anDM4hq4d/P/c3r2faufz/tfVZ1dklKyS++u5JvfOMR0lE1zxVW8K0Tc4WLSeFhRedGLTZ3ElxhtfB7PjlsFrjChIZxOULCVCCiKUWEhCqg2YqS9obKjGIjzwrsLiaAE1qENquWPqeTXFBIGpfYwkeze4qDRF3oTIvPxlIlhzPP4gSFAaIoFp1Lu4c5nFlTTBIraEyKXUirdQ5Z7wiH0o/gBCXDNqlPYnL8Kmr0BvrsNXSmH8YrS7tGtfG0xa+lyboA291JT+YBBuxnKDdn48a5NEavoz56Bb5/mMHsAwxl/4AXlAaNQpjEzUtIRq4jYV2FDDrJ5P5AJvsgjru+4rtX1Xai1jVErCuxrOUQZPHsR3HtP+HlHkEOKxCnaueiWZeimZehGYvDG8LbGRblsleC8wwj8A7atJCbaiwH43yEEi8rCPdUnhv8FASVA18wQF8QsoaNC/LJYat4z+LvyxeUW5svKDdyaixKa2gw64vCgnLaLISonI4o/c58MblnwdkI3qbiVMzKfbWEprA+P8Rd6PMQSmJkuxegs2UwPdbn8drXfInVl9vMn3uQq5q2sTyyl1mGIKqU8CCYVyIS/xIavZnvhmnfwosS8ypE4lZQzwH7QWTq9pLBqjQgYu+D6OtAZpDpeyDzXYqcXqUdEX8PRF4JwQAy833I3EuxaKJIhkzh6FvClwfZn4UoiHLWtHEhIvompHFxWAwu86PwBUpBog4iN4W4CP9gfv0TlFjgBlhXISI3hf+GhHba17Sqvx1JKdnw1G7u+sLv2bn7GIGpE5hamBIuQ0gUuMInjZAoSw6fECHxXGlhAYjKtLCiClBk+DsSVRPoqsAOSkZxjWWQ9h0KRWA1VVBnWfQ56WIhOkMRtERj9DmpvMkcLh8fS6AqkmO5/uL1MRSFKYl6XOnQkSuZsKEx3IKpihHGcL2eYGqiGV/a7E8fzBepDVWnJ5kRH4+mBBzMHKRvGC5iWnwq7ZEmApllb2oHg15/xfoJkSlMiU9BV6Azd4AD6e0VGAhNGJwTP5cJ0SkYArrtPRxIb8QOKo3cBmMCk2MLaDbHI2WWztxmjmbWYwepinZRtYH26ELao+cR05IMOfvLzOHKPsxQkrREFtISWUSDNQuCIXrtkDk8q+7vaYgsfs578bl0tvRfp6qxPO/X3v59tk/eyiXj97IssYsFVifn6AbG8P/zlSawXsZ//r9BnvyTx6fueg3rH/sSV1+zkwkTS8+bmdw4fvqr8fz2gUksXj6Bya1/4GVX7cEyw5lynq/y6NrJ7O6+nANH9vO2l2xn5vhSAOLZA208uG06TXVHuX7hVkwt/HdyoKeOjZ2tTG87wLiasK9M2SYHBusYX9+NokAgoTcXxzAcAhTcQMFFxUHDlwo5qeMEKo7UyUmNbN4QHvCi3DDuvVzResVpXcuqqqqqqjOhM2YGv+8kzeA7q2bwmOno0aO0t7ezcuVKli9fXlz+6U9/mu985zvs2LFjxDYzZszg7W9/O//6r/9aXPbkk0+yYsUKjh49yrhx41i5ciWve93r2LBhA42NjSdlBt9222188pOfHLF8rL7s3JEZGGo4qJj2o7ey7wMfO+19VnX2aufmw/zHh37EoXQGJ2mESeFhCIkiV1ijEh3xArjC5QgJkTeCtXxaOERIyLzZGhrGUV3By+MhFCGp0XVyeQxEoQCdocpiuqeQFvZkmoxfmoo6PtKIoQQct0sJnaSWpD3aSsrrotcpFaKp0xuZFJuE7XdzNLu9uFwTJtPii6nRYxzPbeW4XZqKaSpxpsQvot5oYcDZyZH0SvyyonAN5hwmxi8jrsbpyT3Fscwj+GVs4Jg+mbbYtTRZi7G9PfRkHqA/9zTlKImoPpPG6DXUR69EyAxDuQcYzPwep8IUVYia55O0riYZuRpViZPN/ZFM9kFy9qMVPOIQJ3EREesqotYVqGobvrsBN/cnPPthfHdT5c0iYmjmcnQzNIdVbVKYvHXWIZ0nwV4J3hbKzeyQGzw/NMmK3GAzb+7uCbESzuqwqFxQmbAKsRLzS+awvgChxIprpd8N7jqksxacNeBtq7heoaz8PgoG8XkjEr1hCnlX3iDeGOIqvN2UF+srnc6U0CC2rkJY145cf5I6WwbTY30eL7nxC2x9mcvi2Xu5umEbF0b3M0vXMPJ8QRH/IMRuBvuPyKH/LqV9tdmIxL+GCXPnibBwXAFvIpL5JPBb8ibwtyB7LxSSdeoURPy9YL0c/CPI9Dcg+0uKeBF1AiL6Noi8CoI+ZOY7kP1JCWMiYqG5G31TyA7O3hfiIspTwMaKMAWszgiLyWV/BkF3ab2+CBF5RZg4Vv5274eqxk693UN8/ysP8sCvN2CLF4CQEPkZPsPQEc9lCpcbwcW08LB1o7GFDV3BKUsLW7qKK/2iUaypgtgwjETM0DA1lQE3W1yW0HVqLZPu3GDxpa4CTIwncaVDj1MyvyxVZXKiHjvI0ZkrFWdUhWB6oiWfGO6sKD6X1KNMj49DCJf96UPkyorIRVWTWYkpxDWdLruDw9nKGTYtZjPTE5MxFUFn7iCHMpUFR5NaLTOT54aJ4GCAPalNI1LD9UYz02LzaTQb8eUQBzOb6MjuLL5gDs83REpMip5Hrd6AE/RwJLOejuwmfFmJPErqbbRHF9IWmU9UjdHv7OJYdj1d2Y0VzxdQwEqcR0tkEe2x5dQYk0a77U5KZ0v/daoay/O+/DNfp3/eAS5t28OKxE4WWMeYrEVQi0VzLRBW6WUksH9vgqHcVfzkvjqeeXKQz359CYb4JRNanyESCc1b3xfsOTSDe3/WhtSXkkyu4iUXb2HW1NLL9/2dtfx61Rx2HavlhmU7uGze3mIi+NhAjJV7z6Pf7uf68zYTM8N/I8dTMbb3TKQheYhxNeExZV2DI+kErTV9SAS+DBnCquYToOAECi4lhnAmMIos4ZzUSfkGg16U6fGr+btzXnhSvaqqqqrqTOhMmcHn3nxyZvCWr1XN4DFTwQx+8sknWbZsWXH5f/7nf/Ld736X7du3j9hmxowZvOMd7+AjH/lIcdnKlSu56KKL6OjoIBaLMX/+fO644w6uv/56gL+KZLB9ZEbIZ5WSGd95B3s+/K/Pv1FVL3rZOZf//Y9f8MAj28kl9VJa2BQVaeFAC83hYjp4GF94dISEzDMICwlhSgiJfFpYVSRa/u8Ciar66ApIAoSQmGpoIhcQE5Yq0BWKHGFNSJqsKClvqJhCims6DUaUPqenmAC2FJ0JkQYGvS6yZWZxe6SdpB7hWG4fdlBK2EyOTadeT9Br76XPLfHY4lo958TOw1ACjmTWVEzvjGmNTI2vIKElOJ7dSGd2TcVgr8maz8T4JUQVi+7sSrqyjxPIUlGcmD6JcbGraIosxXUP0pP9Pf3ZJ5FlDEJLm0BD9CrqI1djqjEGsw8ymP09ObeS72toU0lGriZpXY1lnIttP0Um9yDZ3EP4fmVFcl2bERrDkSsxjfORwQCe/Tiu/Sie/ShyWJJXUSejmRfn/yxHUWqQQX+Y/rWfDBOR/iEqZYSGsLEMjAtBn4sQet4c3pvHQhTM4eHF4FTQZocF7Iwl4c8yYzcsaLcpNIjddWFROjnACKmTQxyEsTBMImszRiQwZZAOC+K5z4YJYndTqeAYQPTtKMkX/n/r2TKYHuvzuOKGz7HnRo9ls/dwdcMWLowcYrpuohUGyImPg/0AOE+HvytNoUEcuQncTcihz4H7TLhORCH6NkTsXUAQ8oAz3y2lwLXZIffZvAa8Pcj01yD3W4ovAfRFiNg7wbwyZEZnvgW5B0rrtWlhCti8AeHvClERuQcomshKY4iJsG5E+DuRmfsqU8JKQ1h0LvIahDb5tK9dVWenfM/nT/dv4Lt3PETH8RTSyiMkdAXfyCMk1FJa2D8BQqLcCA5E2bLnKzg33CRW8+lgyL/oFWGxNwEoEk1TiixhlDxGwg/7aQREdQ2hylIhOqDWMvHxK5AR9aZJVNfotgeLy3RFYWKshkyQoc8pzbKJqBqTE/XkguwIY3havIWopnE420nKK/XtMdVkZrIdQxEcyh5mwC0ZzZrQmJWYTKMZZ9DrY09qTwVnOKZGmZ2cSZ0eJeX1sju1rVirILwsKlNj05kUn4wmJB3ZfezPbKtgDSuoTIrNZGpsNjHNoN85woH0BvrdSoyRqcSYFJvPxOg8YmqUIfcQRzLrOZbbVvFcAVBvTKY9upDWyDyiaoQ+e2c+OfxsBVZiQcN7mVf/jhPec8+ns6X/OlWN5Xkv+o/bURZ1cHn7blYkdnGe0c0ELYpSqF2gL0XU3wX248jcr/DTD6Kq4f0jpeDZDY246kvQa17Cbf/8E1760uPc+IrDNNWVUEMDgxZb9i/mOz9t5IrLZhFRf8nVF+wmYoX7sV2VhzacQ5+3glxmI69etoOaaPjvyvEUHtoxhWNZg0tm7KAxHi7PeRrrO8ZRF++ntaavuKwrF6M+NoREEEhB2tPD/2vySeEcOp5UcfLoCEeqeWyEyYBvoSnT+djsz6EU+BZVVVVVVX9hnTEz+L0naQZ/vWoGj5nOBCZiy5YtLFy4EFVVi+uDID99XFHYsWMH55zz/Cyksb7R3KPTUBUlNIO/9i72fPLDp73Pql5cevqRbXzuU7+iW/q4CQ0vpuBZAj+fFi4YwrIcITHcFD5FhITIp4gVERrEahlCwsgXnwOJpgREdCXP8QsLziVHSQvrSlCxrNmMI4RLyitVNG8164hrGsfto2W4CI1JsYlAjo5cKfmjC51z4rOIKNCR20rWLw0cm4zJTIzNAJniUHo1dhkqotaYwJTYMixFoyu7hq7cxrIrLWiJLGRC7CIsReV4dhVd2ScqjOGI1kZb7GqaI8vw/A56s3+kL/s4QVnqR1fqqY9eSWP0GqLaJNL2YwzmHiSdexJZVjxNVWpJWFeQiFxN3LyEIDhKJvtHsrmHsJ01lKdqhUgQsS4mYl5OxLosTA17W/Fyj+Daj+I7a6DMnAYFVV+AZl6Mbl6MaiwKTV7vcD79uyqPhhhm8IpYWCilyA0+FyG0MqzE6tAcdtdWmrHFk5paMof1JaC2I4QIv2EZ5A3mdUh3PTjrKqf0F48hAtq8EEuhLwgTyGrjiGZhMbm8MWwsDdPKL1Bny2B6rM9jxU3/zdFX+Fw8axdX1W3hQusIU/VIaYCMIDSQDIi9ExF7D8gB5NDnIfebfBsDom9ExN4LwoTMPaERLPNTrvXzELFbwLwMvM3I1J1g/7F0EOYViNjNYaLc/hMyfVd4/xVkrEDE3onUlyByvwlNYK9UUDJkAb8Zqc2C3M/zrOCCQSXAuAgRfS2YlxcZ2VVVdTI6sOsYd33hd6x+aje+roVpYUNFmgqBLirSwoEmkGoeJXGqBedOkBbmBEiJAjYiKKSFK4rOQQEjoakCpwwjkTANHOmWzGMBTZEIKd/GCQr9i6QlEkVRAnqLBrDEUlXGx5KkvAz9bjl+SWdKvJ5skK1ASQjgnHgLSd3gaK6LAbeEYDAUjVmJ8SR0g85cJ8fsyhefU2PjmRBpwpNZ9qT3lNUoAFWoTItNZXy0BYHD/vQuuuxKRnCd0cDMxLnUGTXk/DA13ONUmr5xrYZp8fm0RyaiCp/O7A4OpDeSG4aKSGpNTIqdx/joHCxFpcfezZHM+vxMpfIhlKDBnJpPDs/DUqL0Ods5llnHvIZ30mTNfY477bl1tvRfp6qxPO85//5Fkhd0ckXbTlbEdjPf7KVNjRWfX0K2/bvAugahjmPto8/w2C8+x/WvOMaMmaX7S6LxzOoWHnlsIiuu/we+ded93PDSg1y8bDv1taWXH0e6Gli9/Tx+/lA9N1xps2DqSqaNL704OdBdw2/XzUCP1nHhlA3MHV96Vtt0tJmObDt10V3MbCnNaNna3Yxm5GhOhPtxA4UeO0bCShPkTeFcoOKhhKawVMhKo4iOyAUajtTJSIMhz2LQq+ejc75Kwqg5rWtbVVVVVTUWOqNmsPE8ZrBTNYPHXEuXLmXx4sXccccdxWVz5szhxhtvPGEBufvvv5+tW0uDvPe9731s2LCBVatWkcvl2L27smLvRz/6UYaGhrj99tuZMWMGhvH8A72xvtG8o9NQ8mbw7C++m52f+5fT3mdVL04N9mX4zIfv46mtR/CSGm5cxbXCtHBggq8LpEExMYwaFpqT+nMgJIpJ4TxGooCQEKX0cDlLWFMAEaaDNaVQcC6PlFBBjEgLyzwTMDSKG80oWT9VZAubikKzmWDQ6y0mfVQEE6JNBDJNf9m0zhotQVukhSGvmz639GAc15JMiU0FmeZIdktF2qfdmkVbZCJO0MPh9DN4ZaiIRnM6k2KL0QUcy67meG5LcZ1ApSWyiAmx5ZiKRk/uKboyj1dM9bTUFsbFrqQ5uhwh0/Rm/kRv9k94QSn9qooYtZGLaIheRY25GNt9lsHsgwzlHsIvK2QHGjFzCQnrShKRK9GUJmz7MTK5h8jm/kQwDNkQpoYvJ2JdjmkuRUgXz1mFaz+OZz9O4O2pvHlEDM1Yhm5ehGauQNFmhsv9vfnk8FNhunMYo/hE5jCA9DvAWYN01oTpT29kxfSwmN3iPBJicZ4ZXEr9yqAvTPs6G8DdEBaUk6lR9tMWIiXyReXC44iMbPcCdbYMpsf6PJa+9r/pvtHl8mk7uaZuM+dHOpmklQ2QAayXIhL/H4iaEOmQvpuQWy3CpG38A6DUhYXhUl+jWHhQmxmmiM3LwV0TrnMez+9UgHVdaCBrU0YpGqeHnxt7Byh1yMx3IfPjsvvXhMjLIfIGhOxBpr9btm/C+zLyKkTk1Qhtwmlfp6pe3MplHH597yp+9O3H6Us7BKYeGsL5gnNhSvgkCs6VpYZPOi083Agu7EOUflfV5y46Z+oqPj6+DPt6oUCNZZLyciXzWBE0RCL0u5kweUweAxWL40mXAbc0syeiaoyPJRn0UmXLIarqTE7U48gcR7LlBq/knHgLdUaELvs43XZ/cY0CzEiMp9GMMeD1sy9dObul0ahjZmIiugKHswfpzFWauk1mE7MS5xBTdXqdTnantudRV4X9q5wTn8Hk6BQMVeFY7gB70ptxgkqsQ6s1kWmxeTSajbjBAAczmziSrUwXAzSak5gcO4+2yAxUfLpyWzmSWU+fU8nUFyg0mtNoiy5gWuIyWiKzR7+5TkJnS/91qhrL857+qc/TekEHV4zbwUXRXcw1U7RosdEb6/NIO5fwT2/cwbHOJP/65avYvvoOrrm+k7a20n3t+zqrVrfx8BOT6XMWE9Wf5X3vStGUfAZDD593gwB2HZ7MTx+dxEC2jksWbOWKBXuJGHnMRKCwcucEdnRNpq32KFfP2VssFjeYM1l1cByxaJa54/aj5Lvlw0NJMgFFUxjgeC5K1MzhA4EUOFLFkWqIj8ijIorIiCDkCKcDk14vzqvbP8TChgtP6/pWVVVVVZ2uzpQZPPfdJ2cGb/5m1QweU91333285S1v4Wtf+xrLli3jG9/4Bt/85jfZsmULkyZN4iMf+QhHjhzhnnvuAWDfvn3MnTuX9773vbz73e9m1apV3Hzzzdx777286lWvGvUzTgYTMVxn0gye/x/vYcsd/++091nVi1tSSh761Qa+8j8P0KsGePEwLezm08IhwxB8jbDg3PCUsBaaxBTM4XxCGKVkEAshw6Swwqhp4eEF54anhS1NwadkAid0vWzapiSqKsR1jYxfShbV6RGimsJAsWiMJKZajLNqGHC7y3ARklazlTojTrdzkKxfMg+bjHGMj44j5x3naG4HhWSOQGFSdB5NZjMZ7whHMxsqCss0WTOZGF2IJgI6M0/Ta5ejagTNkQVMiF1EVLXoza7mWOaxiuJzulJDS/QSWqKXYio6fdnH6Mk8iOOXD0wVkuYi6qNXUG9dipR9DOX+yFD2j9jDjFRdnUAicgUJ6wpixoV4/k6yuYfJ5h7BdtZSzs8NWcPLiZiXY1mXoGvTkf5RXCc0hj37iTBFW35GShOauRzNWIFmrkDVJobJXW97Pv37dFiMrlDMq7hhwRy+AIzz86Zs+JJNBr15XnHeHHa3UZlWJkQF6PPz+1iU5w6XisCFx7AH3A1Id0NoEHvDE1YQIipmhKlS/bwwjaxVmYtjfR7nv/Gz9L08yzUzdnJVzWaWWN20l6WlROJDEH17aNamvlTi7hpLEYmPgDYdsj9Fpr4KQZ4Drk5GxP8RrJeEKfXUV0ooCVSwXh4WjlNaQwM5861SklckIfr6sGhc0BfyhnO/pnifqeMR0TcizWsR9kNh0bkiw1uAcTEi+nowL6sWg6vqjGjvtqPc/aUHWLN6L56hEhghWzgoICTGKC2MyBu+hWUFjEThZW9+XREjkS86pyhlRegUia4puGVJ4IihkSsWfAv5wnFTZ6iML2yoCrWWSW9Z4TlFQFs0ji0dBsu4wzFNpz2WYMCtNIYjqsaURAOetDmULeN1IxkfaaA1kmDAHeRwtnL2yqRoM+Oj9ThBlj3p/ThlxemiqsXsxFRqjQgDbi+7U7vzs5ZCmYrJ7MQMWq0GPJllX3o73faxiv3X6nXMTMyjyWzAlWn2p7dyJLu3yEyGsBDdlNgspsTmkNCiDLpHOZh5ls7cHsr7KoHCuMgMJsfOo9WciiRLZ3YzRzMb6HdLpvaypveysP71z3drnVBnS/91qhrL8576mc8y8YIOrm7ZxorYHubqOeq1shfOojYsxuuupfw73rcniR6/nk9/tI+OzgZ+9Mjr2br6GzQkHmP8+NKsNNsxeHz1eLLBlWza24gRPM4bXt5Je1Pp2S/nqKzdM5Pfrm5jxcIG2pOPcN7k0v3Zm47yx22TUQ2LCyfuor22tP/NXY30uwbTGw8Q0cN7PuWYdOYsGmM94b93YNAx0XUXj9AU9qRCToaF5VxCM9iVKtnAICt1MoHBoB+h1lzKzVM/XsVGVFVVVX8xnSkzeN7fnZwZvOn/qmbwmOuOO+7gs5/9LB0dHcydO5cvfelLXHLJJUBo5O7fv59HHnmk2P7RRx/lgx/8IFu2bKGtrY0PfehD3HzziSH3f21m8OKPvJsN364mg6saOw0NZPjCx37GY+v34SZ03ISKG8mnhY0wLVxESBTSwposmsOjF5wLSgaxOJm0cL5dMS0cGsOKkOhqaBwX0sKaIolqKk7gQD5RXGuYSGkXq4oLAlqsJL7MVnCEm40akrpRgZEQwMToeExV4Vhuf0Xipz0ymWajjpTXQZe9t7g8HMidR51ew5B7mI7sxgrWX4s1m/HRBejCpzPzDD122ZRzoNGay4TYxcS1BP32Ro6lH8EJSlXPFWHRHFlOS/Qy4nozQ7nV9GQfIu1sq9iPpU2iIXol9ZErsLQmUrlHGcr9iXRuFZJSglkIk7i5grh1OQnrMjS1jlzucbK5R8jaD+P7lVNgVbWNiHkJlnUJEfNiFKUe390SGsPOE3jOMzCsmI2iTiwzh5ejqM1I6YO347nNYSwwFoC+BGGcH6Id8oldKbPgPFsqKueuBzk0bHsRGob6QoS+MNyXOqUieSqDVJ49/Gy+oNyzI/EWkVej1HyaF6qzZTA91uex6O2fI/3SNNdN3crVtVtYbPZXpqXiH4Lcr/LFAgF1IiLxIaRxJcL+XWgQF4rKKeMQ8b/P84Q3I1NfDFElAOhhijj2blBq8iiJeygyptXxiOjbkdYrEd7GEBXhPFE6Dv18ROwdSHUCZH4AuV9SLEgnEmEKOPpmhDbxtK9JVVWdjBzb5Xc/Ws0P73qU44O5Ulo4zxYOdBEWmNOHpYUVQBvGFs7/qVhWnhAumMOFGgGjmcTDis4JRSBFCSOhqOG+g3w6uJIvDCAxdAVLV0l7JZZwRNeIG3oFMkIVMC6aIBfkGPJKL4Fjmk57NMGgl65ASZiKytRkI+BxKNtVTB4DNJtJJsTqyfppDqQ7SnxkoEFPMj05DlX47M8cquAMCwTT4hMZH2kkwGZPag/9bn/FdzQ+0s70+BSiqsZxp4PdQ9twy7BQAsGk2DlMi80kqpn0u53sTj07ohBdTE0yLT6PibHpWIpCt72X/ekN9DmVdQBUodEemcOk2HxarUl4QYqO7LPMq30ljdbzY+xOpLOl/zpVjeV5T/n8Z5m+6AhXt2xjeXQ3cw2PhFpmDhiXotR/MyyUaz+EzD2An12Fqpbu1aNHYqjRq0h5K/jHd63lvAUur3vjEK0NT9LSVLrfPd/isTXj2L5/Pvu665k5fhMvu3QfrXWl+2ooa/HU7hk8ub2epbNdlkxaR2OihJnY0tHEzuOtNCYGWTbxYPgcDgzaJtt6a2hJ9lAfCYMSgYSObIKYMQhKGILIeBqK6uPm3xK5UiEXaHhSwUHFljq21Mj4BjkMhnyTQb+W9069ndbo+NO61lVVVVVVL0RnzAx+10mawXdVzeAXhcb6RvM7piOEQErJilvfy1P3/n9jcJRVVTVSzzy2nc/+56845nl4iVJaODAEgVlKC0sd5AtNC58CW1jPm8SF3y1NIcinhRUhiagK4BeREbqAetMk46eLRecMIWiyEqS8viJGQiBpjzSiCY9ep5Sa0IXOxFg7YHMsd6CY5BEIJkbOoc6I0e8cqCg8pwmTKbHzqNWTDLkH6Mhuojz10WTNZEJkAboi6c6upzv3bMU1rzdnMD56MTVGEylnJ52ZP5H1SvsXqNRbC2mJXkqdMYuct4vezEP0556q5AeLBHWRi6iPXk6NeT6Ot52h7J8Yyj2EO6ywnKFOIh65jIR1GVFjGUFwmGzuT2Rzj5Kzn4YyIxnA0OdimZcSsS7FNM9HIPCddbj2SjznSXxnPcMTvIo2Hc24EM1chmYsQ1Ebh5nDz+TN4f5hd6EG+lwwzkfoS8BYiFBqgULqdze4a/Pm8LrRucOiNs8LXgj6QtDnIZSSASmlDFOm7sbQHHY2IqKvRkRuGrmvk9TZMpge6/M4792fx7tugJecs5WrEltYbKYr01IFiQQi/n6IvhncbcihT4fmP4DSgIi9D6KvB28vMnU72A/lN9Qh+to8T9gIk76Z70Mhda9OQcTfhzSvQdh/CE1gb0d+WwWsayHy9hAFkbmnzFwGtOlhgti6AaFET/taVFXVC9XB3cf49v88wFNP7sZVlJAtbKr5WTxKmBLWT5AWVvJpYW1YSriAkSggIYrmL6eGkRjOF1ZA0wRe8QWpRFHB1FRyQb7InICIrqKqosIsjuoaUUOjzym9xFUFtMcSZPxKY9hSNSbEkqT9DL1OOfNXcE6iEUOFQ9muMlYx1GgRpiaaAY/96aPkgjKev2owOzGBhGHQbXdzMFPZbzbotcxKTiKiaXTnOtmb3leR9rUUi9nJWYyz6vFkhv3pnXTmKvcRUaPMiM9hfHQCivA5mt3L3vSWEUiJRmMc0xLzabMmouDSkdvO/vRGUt4w3JOwmBA9l0X1L2V64oVPwz9b+q9T1Vie9+T/+W9mLzzINc3bWBHZwxxDEFXK0YJqyKc3LwHzUoQ2ibv++wf0Hf4Vr36LQ1vbdjStdK8ODRmsfqaNmnE38Kn/6GLpBTB79maWL9lLc0MpIe96Ok8+287erkWs227zsouOcf7MrdQnSm360zEe2DyZ7qEkc8Z3cMn0g2h5E9oPFFYfGocdJJjReIi2RMl03t1fgyMDxteUXp73OyZSOCiqiyTkCgdC4iKQeVPYDlRcqeCgky1whAOdrDTp9yNMi7+CV0685bSud1VVVVXVqepMmcHz33lyZvCz36qawS8KnUkz+Np/eh9/vO/WMTjKqqo6seycy1c/cz+/f2gr2XjIFvaiAt9S8A3wDREmhfMF5wrF5qTGKbGFi2ZwIS0sQvNXVULzV4jQuFWVAF3Np4NF3hhWBT4hs1AVkrim4eR5voLQKI7pakUyOKHpJHWjDCMBmhC0RxrwghRDXn9xeVSN0B5pxZUpuu2S4aigMCU2jYRm0evsY8AtN5NNJsfmU6snGXT205nbQrkxXG9MZWJsMaai0JPbRFd2fUWiOK61MT52MQ3WFBzvCMcyDzPo7Kz4bmL6ZFqjl9JoXQBykL7so/RmH8YrSxYDxI351Ecvo866FF3RSeUeZij3KBn7mQoTWaATNS8gYYXmsK5NwnFWk809RtZ+DNfdUrFfgYVpno9lXkTEuhhDnw8yi+esxrNX4tkr8b2tFecNoGgz0IxleXP4QhS1IV9Ubk+eG/wMOKtLKIByadPLsBCLw5Rnoaic311CQjjrwN3McDM7dCem55EQC0JmsHYOoljE7PR1tgymx/o85t3yecS1/bx8yiauTGxhkemQVMofmFSIvi7EPsgccugLkLs/XCUiYdI3+k4IupCpL+eLyklAgchNiNj7QeihyZv5IZA3VbSZiPgtSH0FIvfjkBdcuLdEFCKvgcjrEO4aZPruskKECphXhiawsbSSbVxVVX9h+Z7PEw9s4vtff5gDB3vxLZ3AUAnyieFS0bl8H62UUsPlbOGiIVzgDD9X0bniT1nWbhSMBGE7RRUEz8EXVtWRhedihgZC5s1iAEnU0IhoKv1lyAhVQFssTAwPuiON4VyQo9suzT4RwOR4A3FD42i2m4xf6hsMRWV6opWoqnE4e4z+Yang6fF2WiNJsn6aPan9OGWzhgxFZ1ZiKi1WEjvIsGtoF0Ne5ayVMDU8lbim0+92s2toaxnWKlSzOY4ZiXNpNOqwZYr96a0czuwuzlwKj0WhPTKFqbFzabHaCGSaw5ktHMg8S9YPz/Wa1ltYXP+yU7iTKnW29F+nqjE1g//3v1iw4ABXN25leXQvs3UNQ9FPvIE6iQMHZnLXl4bQYhfykjct5fc/vJ3LrjjORZd0V7wod1yFZze3cmxgCT/4qcGrbppCfc0qZkzYSFtz6b5zPIU128fT763gsfXHefnyPuZO2ERNtHTfdw0l+dP2ibTUNdAU28rccSXEStox2NDZTMz0mdvUEdb4AGxfZf9QjPpoP6YW7ssNFFK+gqaGHGEpwUXgIfABTyrYUsMJFBw0coFOThpkAp1UYJEKmnnvtK9RYzSc1nWvqqqqqjpZnTEz+B0naQbfXTWDXxQ6k2bwG/7lH/nRd/9hDI6yqqpOTof3dfPpf/0x24704tTouDEFPxpiJPw8WzgoJIXL08JaWWq4OMCUoBYMYfKm8DBjuCIxDKoSFNPCSt4ILv99JEYiIKqq+YGbRCHkDauKn0dLhGZxrW5hqYIhr1CsTRJRNFqtOrJ+P5kyjnBMi9FmNZML+uktqxiuCpXJ0XOIaya9zj4Gy4rSlRvDKffICJREjT6eSbHziaoWA85OOjLP4JcVpzPVWsbHLqLZmgNyiO7sSnqya5BlCVxdqaE5ehEtkUuIqAkG7TX0ZR8m5VQauLrSQF3kUuoil5A0F+B4WxnKPsJQ7mFcv7KYjqY0E7cuIm5dQty6GAWFrP0Y2dxj5HKP4QeVxXWESGKZy4iYF2FZF6NrM5CyH89+Gs95Cs9eReBVYjKgYA4vRTOXohlLUdTWvDl8OCwG5jwDztoyk65840JRucVgLAqNPxEOuqR08tzi9Uh3PTgbIDg6ch8iDvq8kDmsnxcmiZX6ke1OUmfLYHqsz2POB76AdXU3N07czFWJrZxnBhVpKZH8JFg3INPfhPRdlArH3RQWhyMIecHZn0KB0W1dH5rHIolM3wmZ+6DwgkObi4i/H6kvQWR/EBq9hUG10oSIvhVpXYfI3Y/MfK+MJZzIs4TfiFDbT/u8q6rqTGuwL81P736cX//kGQZtj8DUCPJs4TApLELGsFpiDEv1FIrOnQAjEf6UlRiJ5+ALlyeGhxvDuqaAkHhlzOGYoSGFxC4zhmOGTkRXKxLDioBx0TiudBhwS9PfNQET47VIPDpy5S9JJeOjtTRYUXqcfnqcStN4aqyZejNKvzswgjPcZNQyLdGKpgQczBymx+mvWD/ObGJ6YiKmCl2jpIYNxWBmfAYToi0IXA5l93EgvbuijYLC5Ng0zonPIK5FGPS62ZPaRLc9EhUxMTqDc2JzaTAbsP1+ZiUvotZoOan7ZjSdLf3XqWpMzeA7/4sl8/ZyXdMWLowcYIZuogm11ECdgoi+Bmk/Gj7blD3LObaKFlvOXV9N88zTTXz09g+xc9PvGOi8n8sv76a+rjIRfvBoA46ygq98y6OpqYnpU7dy4bk7mdhaKj4cBLDpQCuHBhbw7N4Ml583wPzxW4mZpZcaXUM1rNrfSm0iwrS63bTXlJ57j6WjHBqsozU+yPhEyXDutU2yQUDSHCrev0OehqrYuPklrgwNYReBLxVsqYZpYTSyeVM4lWcJz6x5E9e2/d1pXfuqqqqqqpPRGTOD336SZvC3q2bwi0Jn0gz+0H99jM/f/tYxOMqqqjo1SSl5/Peb+J8v/o7j0sdLaLhRBS+i4JsQGAKpjYKRKOAjtJIxXMRIqHkMhFpiCRfN4ZMoOqfl1xV+N1WBFOFAU0FiqAJdkXiylCCuNQw8aZchIwIajRhCuBXF6OKaSbORJOX1kAtKA80aLUGz1UDG76O/zPxVhcqk6FQSmkmvvY9Br7tsncbE6Fzq9Xpsv4uj2Q34srxoTQOTYkup0WvJuIc5klmFEwyWbW/SGlnCuOgSLEWlz95AV+Zx3KD04C9QqbMW0BK9mDrzXBzvAH3ZR+nPPoEvy9NIgoQxn7rIJdRaF2GqSVL2YwzlHiZtP4UcxgI29ZkkzEuJWxcTNZbiB4fJ2U+Qyz1Ozl5FIAcq2itKU2gMm8uxzOVo2pS8OfxU3hx+ksDbznAp6iQ0Yylq0RyeGP6/5/eUMYMLyd/hReUi+aJyJW6wUOpK967flUdCbAh5we6mEg+2IOsVKLWfHXFcJ6uzZTA91ucx6/99gdorjvGKCc9yRXw78wyBWZ6Wir0bsr8oFY7TL0AkPwLqBGTqTsh8F8hP5TYvDQ1itS1vHn+XYhJYXxyawNqccJvMPSW+tDoJEXsPUl8I2e9B5mel7ZQ2ROztEHk1Qomf9vlWVdVfQnu2HeWe/32Q1av24GlKWdE5gTxdjMRzJIZPli8cMobLjGJFomlKhQk8mjEcN3R84edTxFBESegafW7JGBbAuFgMiV/GHg7XTYzXYChwNNtbxguW1BtRxsdqyARZjmSPV1zPFrOGCbE6XOmwP32kAjVhKjqzkxOoNSwG3AH2pg9UMIpNxWB2cirNZhInyLA7tZt+t7KfbDQamJWYSb0RIxcMsic1shCdpUSYnpjDpOgUDEXQbR9iT3rzCN6woVhc0/oGLmp86cndLKPobOm/TlVjagZ/8zMsn7uba+o3syxymHP0CEr57CP9fETt5xBqW1jHwHkSL/0wfUd+Q2Nz5XNXJluPIy/gzv8dYu++ySy/qp0g+0dedn0/jfX78oGIUKmMwf5js7n/kRrM+FSSkc1cff4RJrVU1oI40F3HE7sn05vSWTR1gEUT9hAxSvf1sVSMjUdbiFqS+S2HSZaZxh3pGP25KBOTfcT00jadOZOolgYlbOtLgSMlPj4eEl+Ch8BFEEgRmsJSw5Ea2UAjI02GfIuUbOLNk++g3qq+iK2qqqrOnM6UGXze207ODN74naoZ/KLQmTSD7/rxV3jPP147BkdZVVUvXI7t8q0vPcDPf7OBbEzFiWshRsIMjeFCYriQFi4YwSPSwhUYiaCEkygrOlf4ezE1XDSFA5QyjISmhqZw4XdTEwR5jIQiJJaqAF6RJayJgFrDwgmyReawgqTJjOPJLHZQmoKa1CwajDhD3nGcoJTerdESNFn1ZP3+CmNYQWFSbAoJNcKAe4h+t/RQLlCYEJlNo9mMG/TRkdmAK0tms65EmRBdTIM5Ht/v42hmFWmvMo1bb86gPbqCGr2JjLeXrszjpNzKBK2lttISvZimyIUYisZA7in6so+TcSuxE5pSQ621grrIxdRYF+D7h0nlHmMo9xg5dzPluAeBQdRcEiaHzRVY+lxcbxu53BNk7cexndUjzGRVHYdlLsubwyvQ1EnIoA/PWY3vPI3nPI3vboGy1DSAUFrRzAvQjPPRjAtQtJkIoYZF5dxN4KxFOmvA3cjIonSAOgWMRXlu8II8FiJM6Ujp5dnDG/IF5TYiom9BRN8wcj8nqbNlMD3W5zHj3z5P86Ud3DR+A1fEdnKuYVSmpQpSJyIS/4I0LkNkfxQiIQqJXv18ROJW0GZC5jshEkLmE0z6QkT8n0Cbjsx8Kyz+VjD6tWmI2PuQahuk7wb7QYr3s3YuIvYusK5DCO20z7Oqqv4a5Hs+qx7ayg+/+Qi79nTjG2VpYUNB6gK/YAgXi86BrwpQ8jiJPD6igJGQouz34Vzh0fjChb6dsTWGR0sMW7pK3NDLEsPhM0FTJIKhCrrtcnSDZFw0QULXOZbrww5KZldE1ZiSaADhcyjTlX+BXFinMy3eiqUqHM110etU9jcTIs1MjjUi8TiQOUifW7m+xWxkRmIiUVWjx+lid2oPniwZagLB1NgUpsYnEVVVep1j7BraVjE7CaBGr2N6fA7jo+MReHTk9rIntYWMP8TrJ/wTC+ouOrWbpUxnS/91qhpTM/juz3DZnO1cU7eZZZEOJmqx0TFD6oQQQWRcCMZS/u7au9HVfXzsS5PRxWqSsW0YRul5KAigb2gSD/4xQe/QArTEDI4f/SOveEmaSW3biEUqX2xvP9DMU1vHM23apTy9+Wkum3eI86YcKTKCAQayCR7bOY7+bIypLVnOa9tDvMz8PZ6JsKe3GVV1OLepi4hW+vfQkY7hSZX22CBK/vTcQDDoKUS0TJEV7gQCHw8HSSDJJ4UVXAlu3hTOSZVcYJCSBoN+lKh+Pq+b/HlUpdonV1VVVWOvM2YGv/UkzeB7qmbwi0JnygwOgoBVW3/JxVedOwZHWVVVY6O+niG++PFf8OSzB7CTGl5cxY0o+JYgMMDX88Zwni9cYQifKC1cXoBOhMVnRmAkRJgeVvLYiFJ6OEBVAAKEkGiKxFApGr6qkEQ0pSyZK9GFpMYwyAXlRWtCY9gJMmUGcGgM1xtRhrwe3LLiMwktTovVMMIYFggmRCZTo8fI+Mc4bh+ouH6t5jRarXYEOTqzm8j4pdSPgsq4yHxaIzNQcOjJbaI7V2nQRtRG2mPLabRmIGSanuxqjudWE5QhJxR06iNLaI6soNacjuMdoj/7OP25lXhB5cA1qk+j1rqIusgKYvo0su56UrnHSOUex/WPVLRVRJyYeWHRHDa0ydjOenL2SnL2k9jOOoqpzrxUta1kDhsXomlTQA7hOWvxnKfx7Kfx3Y1QxjUOL2QCzVicN4fPRzUWIEQkLCrn7wVnXR4LsW50tISI5dPDC0JusHFeBRZCSnlafNizZTA91ucx/bbPM+Hiw7yybT2Xx/YwQ7dQy9NS+cJxMvImhPMkcui/w+8TQD0HkfwQUl+KyN6LTH0dZH7atzYLEf8gUpsNmf/LoyLy97w2JywaJ2ohfSc4T5Y+z7wUEX1XlQdc1VmvXMbhgZ+s5qffXUlHT5rA1JBGaAz7RsgXlqoopYbVUmIYTVQiI06GL/x8CeHRjOECduJ5jGEpZD59Gy6L6hpCleT8kjFsagpJ06TfyVQkgOtMk4Sh020PEsjS8hrDoiUSZcBNMeCWm8kwJd5AwtA5Zvcy4FYmjafGW2g0Y6S8FAfSHWWfBVHVYFZyYr42wcjUsCZUZiam0hapI5AOBzMH6MhVvuy1FJOZiZmMj7SgCI+O7EH2pnfiyco+sdkcx/T4HFqsJubXXkCDWcVEnKrG8rynfvdTXDlrO9fVbeYCq4t2bfhMk8JLUL9iaU9PPaufSNI06RqmnPcK/u7l32Te/B4++t+T6T36e1pbKpElQWCyfnMDW3ZNYOLMl/LTXzzN9Zf1M2PSDqZNqEy4p3Mmq3e2kQ7ms/3gcS6c2cuCSXuIW6XnMi9QWXuolY7BGmoiNovGH6KmbH3K0dk30IAQHjPqejDU0v3emY1iKAH1ZikEkPMVfDwQbljeWYZlnh0pcfPGsJtPC7t5rnA20MhJnVRgMuDHmF33d6xofvupfwlVVVVVVc+hM2UGL3jzf56UGbzhe//2outnq2bwGJvBx+VqWttfONeyqqrOpA7tOcZ/f+ynbDnSi5PUceMKfqTAFw5REkE+LVyBkVDLDGK1NJAsGsMq+YRwPiWslpvCpZ+qEpq4iNH5wmEhOorpYFUERDS1aAwLJLoiSeqVxrAmJA1GDFdmitzhkjEcI+X1VCSGY1qEFrMRV6YqGMMALWYbTWYdtt9Ll72XcmO3RmtmQnQ6hgK99i76nErjuM6YRHvkPKKqRcrdT0fmGbwy3IGCRnNkAa3RJcTUOClnB13Zx8l6lcxBS22hObqcRutCLDVOyl5LX/ZxhpxnK45HoJMwF1AXWUGNuRxTjZG2nyJlP0HafhK/DFMBoCoNxM0VxK3lxMzlaEoLjruenP0kOXsltrOe4SavqrRgmhdi5f/o2gyQNp67Dt95Bs95Bs9ZC7Ky8A7oqPo8NGMJqrEEzViMojaH30zQB86G0Bx214+OhQBQJ5Yxg5ci9Bkj25ykzpbB9Fifxzmf+hzTLzrIK1vXcnn0AFP1aIUJK2q+ANoM5NB/gbMyv7AOkfhHpPVKRO6XITO4UPxNnYyIfwBpLIX0N8IkcOGFg34eRN8HQg9NYHdN/lM0iNyAiL4LoU8/7XOqqqq/NfX3pPjZtx/ntz9by0DODfnChoo0BX4eIzEqX1ihZAxrlWbwCyk8d7rGsKYKFAXcsmWmrqCrClm/9IJXVaDOipDycnlGcbg8rms0WBH6nHRZMlhiKirjY0lc6dBll/drkkYzTlssScbPjMBJ1GgRpiaaUYXkcLZzmHFcSA03gfA4nD1Ct91bsb5WTzIrOYVazSLtD7E7tYshLzWsTS2zEzNpsmrxgywHM3s4mNlbwRu+puVGXt7+2pO+H4brbOm/TlVjed7Tvv9Jrpu1nWtrN7HU7KdRi1Y2MC5F1H4prIlgPw3O0+BtZfisqGPHatiwrp6Js17C3oMT+f7/reI1rxM01G9m7uxD1NdVzr5KZQw2bm/leHYejzwtufbSGnSe5vxZR0jGKovpHuiuYfPRqRzo1rlwtkVjZCMT6yuf4w701XBosAlfOpzb3EVjtPR5XiA4OFRHIAMmJ/uLBeYAem0LU/WJaaVnvJwvEIqDK32CIjYiwJEBngyBX4W0sC11coFGVuoMBRaDQS2Xj/svpiSWnvqXUVVVVVU1is6UGbzwTSdnBq//ftUMflHoTJnBfgCieRuaNsoU26qq+ivTxtW7+fynfsnBVA4vHhrDniXwLJHnGI7CFy5PDudNYFkwg5UCXxhQgrKic6PzhZUyY1gtSxCPZgyLvDFsjWIMJ3QdOyhVMw+N4ShOkMWVJWM4puo0Ggkyfn9Ze7AUg3GRZgJp0+McqRjA1euNtFrNSDJ05XbjyVIaw1RiTIrOJq5FyHiddGY3VxSgM5U4E6KLqTVa8IN+jmXXMuQervgOYlorbdELaTCnghyiJ/cMPbm1FalhUKgz59IUXUG9OQ8Z9DOQe4r+3EpyXmVxOVUkqI0so9a6kBpzKQKbtL0ybw6vDhEOZdLUFmLmMuLmMmLmsrw5vDZvDj+VN4crk8OKUodpXFA0hw39XEDge9vx7WfwnNV4zmpkUJmWAVDUiajGYjRjMaqxBFWbiRBaHguxK88N3hgWlfP3VG4ceS1KzadG7PNkdbYMpsf6PKb812eZt3wfr2pZx6XRQ0wYPnXWvArsPxEOiHWIvQ2i70W4zyCHPldKeSvjEPF/QJpXhDzgzLdLBr++GGJ/D+TyJvCz+Z3rIQs49m6ENv60z6Wqqs4GHdl/nB/f9SiPPriFlOcX+cIynxYOdKVkCBdREoWCc8MKzw03htXh6AhemDEshv0+ijGsKgJVE7hBWUE6VRDRNdJ+qW9GQL1lYUuXXJlhrCmC1mgMO3AYdMv7Lsn4WJKIqtCZ6yszk8FUNKYk6tEUydHccbJ+qf9SgKnxFurNKIPuEIcynRWpYVPRmJmcSL0RIe2n2JPajxNUvhydEBnH1FgblqrQ43SzJ7UHV1Yy8sdZrcyIT6fWiJLzB9mX3sFrJrydGYkXPmvwbOm/TlVjed7T77uNl0/fwrU1mzjfylCrDjMGRA2Yl+TrGiwMsUcyw7bVP2Hb0z/m/OUDjJ/QQ/kLeYDu7ijbd7QyYM/ll7+UvPoNS0nENhHYq1g8r4uIVWkOD6aj7OmYwiPrapg9YxZHujaxZPoh5k7qQlVKz5Cer7CvdwJr9ydorY8TUQ+yaEInehlOIuNqHBgcR29GMj45yKSayplkndkEtg/t0RRaGcd4yNUxVR+j7POcAKRwy4xhiSMDnLxJ7CJwpMAhLDaXDgyGAoss43nZhG9SY7a90K+mqqqqqgo4g2bwG0/SDP5B1Qx+UehMmcFeAEbbzuffoKqq/ookpeSph7Zx+xd/Q4ft4MZ13JgSMoYNQWDmjWE9P5AclhgOi9rIkXzhAkZCKWMKF/ARz2UMK0HeHC4UnisUo3tuY1hTApK6UWEMq0JSr0fwsStQEpai0WQmcIIhsn4pKaQKhXFWC7oi6XGO4JcN8iJqjPGR8RhKQI+9j6xfeugWKIyPzKTBaCSQKY5lN5MLKte3WLNptWagK4IBZzfHsusJysxlReg0W+fREllITEuQdffTnV1Fyq00RTUlQaN1Po2RC0nqE7G9ffTnnmQgt2oEUkJXm6i1llFrLaPGXEIgu0jlniBtryJjr0MOM3pL5vByYuaFaGorrruBnP0UOftpbOeZEYayEBFMY3HeIL4A01iMEDEC/xC+szqPl1ibL0o3rLsRMTR9IaqxEM1YhKovRFEbwm8pGMwXk9uAdDYgIq9ARF42yh18cjpbBtNjeR5BEDD1S5/j/Av38qqmNVwc7WScFhu9sXU9Iv7PIIfyKeGnw+VKPSJ2CzJyAyLzQ2T6/ygyorW5EP9AmBpPfw2KhQktiL4eEXsnQm09rXOoqqqzWQd3H+NH//cojz+8jYwvCUwV31AJzJAvHGglYzjQKGIlygvPjWoMF/ASZ8oYVpU8m1QWGcSGplQUmhMKJEyDtF/qmxGQMHQ0VTDoluoCCKApEkFXBceHcYZrDItmK8qgV4mTAElbpIbGSJQhL0Vnrq/i2tZqUSYnGtEEHM120ecOVaxvNmqZmmjBVBR6nB4OZCpfFmtCY0Z8Mu3RBgQeR7NHOJA5WNFGIJgcm8S1rdewrOGFJyjPlv7rVDWW5z3nxx/nhhmbuDa5icWmS1wxn3sDEQFtHqnsLL7wbzvYs6uZ7zzyUQ7veZCn/vBd5p/Xy4xZfYhhBXMz2QjoC/nBj2127W3h6pcuYs+OB7hoSQ9Txx8kYg5rb8dYvaOJIW8mezoGmNI8yNIZR2itqUwE5zyd9YdbcGU9rj/IwrYu6qOVM6q6MnGOpqLEDYepNf1FZjBAyjUYdHWazGyFoZz1VQzFRy1r60mJJz08fHwp8Qhw8xgJN28M21LBDjTSgcFgYCHVuVw3/k4ies1JfBtVVVVVVSN1pszgRW84OTN43b1VM/hFoTNlBud8iLZXzeCq/nYlpWTlg1v43y/9jk7HxU1quFEFLzLSGC4vPCdVGfIKtecoPCdGMYbLU8NFdET481SMYVNVCPIP5AVjOKEbOGXGsIKk1rBQ8MiVLdeFoNmsQWKT8vrLrwYtVhMx1WDAPVaGpQgL0E2ITiSuWaTcjooCdBDiJNojUzEUGHD20evsr1gfUWsZH11IUm/A9/vpzK4h7VXuw1LrGRe9gCZzJqpw6bc3cjz7NO4ww9dSW2mKXEhj5AIiaoK0s4WB3FMM2sMTxmBpE6ixLqTWWkbCnI/vHyFtr8qbw+tHmsNKMzFzafGPoU3FdbeQc54iZ6/CttcQFIqIlV0dQz8X07wAy7gA0zwfTR2HDAbxnA347lo8Zw2es45ikbHyrdVJqMaiojms6rMRwhjR7lR1tgymx/I8UoNZ5n77dlZcsINXNa7jYquXBi1S2UibjUh+HNR25NCXIPcLQlPfgNg7IPp2RO7XyPTXIMjztLXpEPvH8O/pL4epbwi50NE3IqLvRORN/6qqqurktG9HBz/8xsM8+dhOchAmhg3lhRnDeTO4gjt8ssawOIFRXFZ8LuyxwzaqBn5+CYTtTV3FKSs0JxSIGzq29MoYvhJDU0gYBoNutoIznNB1ai2TfiddsR9NKIyPJRFKwLFsX0Xy11JVJsUbwtRw9ji5oLy/k0yONtFkJcgFWfanj1YUqQuLyI2jLVKLxOVw9ijHnUpzOapazEpMpdFM4Eu7gjf8jslv5bLmS1/wd3+29F+nqrE873k//yg3nbOR6xKbWWiCqeiVDdQpiMjLkM4GcDeAHBqxDy9oR40s5Dt3drFxQ5z3fOh9rH7sflS5jsuvcGio24NlVjKHg0Bl+756Nu9qIeXPZPf+Qd7w8loCdzUzxh8ZYQ4PZg2ODszgqV06hq4ysz3HlPrd1McqE8Z9WYvjuYkc7HNoiWWZ0diNUWbyeoHCoVQCP1Boiw8R1Uqf40tBv2OS0JyKbdxAhM/cZcawLwNc6eeN4QAPiSNlnjEscKUgK1UygcFQYBCoc7my/WtE9Soysaqqqjo1nTEz+PUnaQb/sGoGvyh0pszgfkdQP3HHGBxhVVX95SWl5NHfP8sdt/+BY+7oxnCgE/45Q8bw8yWGFVGJklBEgKUKgnwBkIJZnNB1PGkXWcQKkoSmY6iiIhmsENBoJjAUGHR7oWzwmdQSNJg15PwBBr2e8ktFk9FMo1mHL9Mct/eVFb8DTZhMiMykRk/iBn0cy27BrUjXCprMGYyLzEJXBGnnIMey6/CGJXDrzBmMiywhqTcTBP305tbQm1tPMIzxmzRm0GBdQL21AEOopJxnGcitYtDeyPDCKBFtMjXWBdRYS/Pm8FHS9ipS9iqyo5jDqlJD1CiYwxdg6XPw/P3Y9tPknNXY9mo8vxJdAaCq7ZjGEixjCaa5JI+WUAi8nXjOWnxnHZ67nsDbPcqdaKIa8zEir8SMvXmU9Sens2UwPZbnsW/XMS5/8G6uWLyVVzWuYbmVomb41NmaL4G3G9J3AfnBqHUDxD+AcFYjU7dDkOduqxNCE1hJQurL4G0Jl4sERN+KiL0NodSe1jFXVdWLXVJK9m47yo/uepSnnthFJpAEuopvDksM54vOnVJi+FQZw6doDIt8/x/2rOEyQ1Xw8nZxIR1s6QqKIrDLDWMhqbMiZAOnwgBWBbREY3jSG5EMbjAj1JsW/W6KIa8SNdEaSdJkRUn7WTpylX16RNWZGm8mqun0Ov0czXZXrDcVjRmJCdQbEewgw770IdJ+ZZ9dqyeZmZhMnR7lypZLmRqf9EK+buDs6b9OVWN53gvv/zCvnrKRa+NbmWdo6MowpJ++ABG/BbRzQWkAbw+465HuBjr3PkTruL4R+/R9lcHURB5/XMMNzmXHvnqOHe3gnX9XR33NTqL6FhrqsiO26+6vIevP4ZePSKxILQ11OcbV7mHhtGNYeuVzl+vrPHu4kQO9tdTELSztOIvGHyMyrN2QE2FXb5JAKrQlUrTFK83srKfSnYsS0z0azMpjSnsaqpBYaukZMSi8uxlmDHv4uDI0ht1hxrAtFTKBxmBg4SrTuaTt6ySMKj6iqqqqOjmdKTN48etOzgxee1/VDH5RaCxvNDfTizp4IQD7cwZTJ28ei0Osqqq/KkkpefqR7fzvF3/LkYyNG9dwYgp+VOANM4alGnKGRxjDKqWB5POhJE5gDCuiUIguKKaIR2MMkzeBDUUgRGmQqYmAqKYSlsgI0xCCAEtRSOgGWT9VnOIpkNToFgnNJOX1ViAjdKHRGmlE4NLrdFawgg3FpN1qx1IFA85h0v6wqan6OMZZE0PD2TlAr7OvYr2hxGiLLKBObway9Npb6LUrZxwowqDJmkdLZAFRNYbjH+F49hkGne1USqHWnEODdT715jxU4TNkr2Mg9zQpZ2RhFEubSI21lFprKQnzPAL/GGn7adL202ScNQTDirwJESFqLCJmLiFqnE/UXIwMhrCdZ8g5z2DbT+O4Iz9HCAtDX4BlLsE0zsc0FqGqjQRBP76zEd9dj+esw3fWIWU4VdKMv59I8sPDb82T1tkymB7L83j8j5t4y/5fc/2CTbyyfg3LLJvo8Kmzog5k/h7WFyMSHwaZClERXv7lp9KCiL8fqU6A1P+Cuy6/bQyibwtxEMrf7jWvqqq/Zh3e28VP7n6cxx7aypDjFRnDgamELOE8Y1hqIqwDcCqM4dGMYVG2TMjn/53w78ONYYREUUU+vZvnDOcL0FWyhyFq6GSGcYZjuoahKgx6pcSkQJI0DBKGTp+Tyu8n3EYTgvZYEiECunL9FalhTShMitcR0VS67D6GvMq+rsGIMyFWj4rkaK6LfrdyVktCizIj3kbcMEh5Q+xLHcQpeyn8mvEv4fUTq5ijU9VYnXc6a3P5wx/nNZPXcm1sB7MNE1UoJ95AaQb9XNDmIPS5fOtLB/j9jzby7v83matvMDh+5HE0uZmaWmfEpqm0zqEjrUycfhlf/PJB+gcivOKm8fR1P8Hiub2Ma+xCGfbRfqCx7WA9+7rG0zFooCk2Vy5SSGhbqI9XJoIDCXuO19OdbWQw63FOo8/45GEieuXL/gHb5Gg6ga4KmiP9JI3K4MCQq5PzdWqNLHoZTziQYAcqEbVyf1JCeTmBQAa4BHgyNIdDhIQkJ2UxLZySJhnGc37LV2mIvHBmdlVVVfXi0Bkzg197kmbwj07dDL7jjjv43Oc+R0dHB+eeey7/8z//w8UXX/y8261cuZJLL72UuXPnsmHDhpP+vLFW1Qw+zRttsP9e4rlPAPBYb5LL5qx5ni2qqupvX9s2HuBLn7qfXd0DOEktzxhW8E2Bb4DURcgY1vKMYW2UxLBSYg2/EMZwwRhWylLDlKEmtEJBuzw7WBUSXSFvAoe/m6rAUMCTpaI1ughNYFdm8MuqnJtC0GAm8GWmIk0MkiaznphmkvJ6yPqpinXNZiv1ehJPDtFjHyimlgFUodEemU6tVosvB+nO7cQehoFI6m2Ms84lpkVx/V66chvIeJXF2XQlTktkEU3WHCxFJe3uoyf3DGn3QEU7gUatOY/GyPnUGrNRhcOQvTFvDm9huGlrqu3UWEtIWueTNBYCGTL26rw5/DR+UMm0AwVLn0XUPJ+YcT5R83w0pRbbWY/tPIPtrMW2146ClgBNnYRpLMI0F2Mai/LpYZ3A34fvrEPRZ6Pp1QI8Y3ke3/vmw3xMW8UrzlvPK+vWscSUmIo2sqE6EZH4f0h1Cgx9FpzHwuUigYjfgtTmQfqr4KzKb2BC9E2I+HsQSnWqaFVV/bnUdbSPn33nCR76zUb6sy6BqRGYKtIQ+LqSLzoniiiJQlo4UETeEM7/LLy8PZExPCItPEpC+ETGcH4bRCVneLgxjJAYmlpWIC58NojqGh5+hdGrKlBjmqR9u9IAVqApEsWXHgPDitDVGCaNVoS0l6XfTQ9bZ9EerSHA42j2eEWROpCMjzTQYiVwpM3hzLFhyAloNGqYGm/GUlX63D7eNeU1zE5Oe8Hf69nSf52qxuq81+4+xD/suZ03TFjLNfGdTNOjlYVSAUQclBbw9wIjh8Z9vSY9PW1MW3AVtnsOH3jrIziO4At3LWflgz9kyuRjzJ41iKKMNIhtJ8qmnbXs3N9EXct5rH32IAvnKMyZ2k1ddBe1idyIbYZyMfYeb2fbYYPxzXWkMh3MHtfNpIbhz12QcmLsOJ7AlyZRI8uU2h5iw8zhrKfS6yRxfZ9x0RSmWvm8l/J0AglJvdI09gIRPneXXa6RxrDM/5v0cfLGsBNIcoTG8JDUSQUNzGz8DOMT1444/qqqqqoqOLNmsKY/txnsuaduBt9333285S1v4Y477mDFihV8/etf5//+7//YunUrEydOPOF2AwMDLFq0iGnTpnHs2LGqGfzn1ljeaJ2d76CZlQD8967pfOTi34zFIVZV1d+MDu/r5ov//gs27u0il9Dw4gpuJDSGAwMCQxRRElKHQMkXn8unhYNC8bkRxnD495IxXJkWFnlDuGAOlxvDBaNYlBnDQpSliIXEKDOGFRGmhmOajitLxWxUEZDQDFQRYAelYjYKknojhqnAkFee/JVYikGTVY+UNn1uF+WDCkMxabPGYakKQ24nKe94xbWMqbW0RaYQUXRyfjfduR0V5rFAodGcTrN1DqaikvU66MpuwAkqpwNG1AZaIouoN6djCEna3c3x3DNkvaMV7UJz+FwaIkuoNWajiYCUvZH+ojlcOZjQlXqS1vnUmEtImIvRFY2Ms46M/QwZew2OX2k+A+jqOKLGYqLmYqLGYkx9Dr5/ENtZg22vxXaewS0wZStkYhrzMI2F+QJ1S9C09lHanZxeyP/7p/q299FHH+XWW29ly5YttLW18S//8i/cfPPNxfXf/OY3ueeee9i8OZxBsnjxYj796U9zwQUXnNHzOJE+9W8/5u7Z23jNvPXcVLOBhYaCNnzqbPSNEH0PpO+E7I8JXxhoEH0TWFeH+Aj74XxjHaKvQcTeh1BbTuvYqqqqqtNTf0+K3/5oNQ/8Yg0d3Sl8UyMwNKRZZgzrIkRJ6CE+ItBCtES5MVwwgaWaZwzn/17OGC4aw6KQIJYlw7fw4nd4qngYTiIo/12V4f6AAk5Cy5vFssww1lSBpatk/dIL3UJqWFcVhrxyk00S1zVqDJMBL40blPetkpZInJiuctwexA7ciu1aI0karAhZP0tnrq+iSJwqBJNjTdQZETJ+hkOZYxW8YYC3TLqON0++7gV/l38tZvCp9Ik/+9nPuPPOO9mwYQO2bXPuuedy2223ce21J28GjtV53/m7J7lP/xFvGP8MV8f2MUmLjTSDjUsRtV8A1LDYqbsF6W4BbyvS3YUQwYj95nIqWXsy+/bXs/IJmL3wcrp7snQcXMMVl0smT+wiau7H0EduO5g28ZWZPPCkpKs/xrmzmunt2835M/oZ39CJpo7c5kh/gs6hcRwdAEv3mT3OpTl6GEOrbOsFgsNDNQw5EVTFYVJyiNgwrIQfCLrtCAJoMLNhgKJMGV9FF0FFahjAl1QUmxsuKSU+IWfYlT4OAU4gyQC5QGFQWsStm5jb9B9ow7FUVVVV1YtaZ8oMXvLqT52UGbzmJx89pc9eunQpixYt4s477ywumz17Nq94xSv4zGc+c8LtXv/61zN9+nRUVeUXv/jFX9QMHiUCVNWpSPg7QgMLeLJrwl/2YKqq6i+g8VOa+OLd7wZgqD/DN7/4AH94dBvpiMBNaHhRgWcpBCYha1gLB56KKgg0iaKJvEEsCFQJqlqGkhBIJUwUFzjDSllqOCiYvCJcrogARVFKJrGQ+EqAJ8LBnqIEqPnt3EAiUFDz3GFHBjiORKCjKgFRVSWQLv2uT2gA6xgKxDUTO0hz3AlTRgKTiKJSa0RxghS5IMehzLH81dFpNGrzqeFeckGa/Zn9+XWSWq2dJrMOyNHrHCTt97Mrtb54bev1KYyzxqEJn0HnIAPuYbrtHXTb4fR8Rei0mHNoMyegiYAh9wDHc5vJ+j3sTz3I/tSDAES1JloiSxkXn4IuAlLOLnpya8n5nfTZG+mzN+bPRaXGnE2DtYLW5HvRBKSdbQzmVjPkbMQNeunJPEBP5gEAVBEjYS4gaS6kue7VWFobjruNdN4czrqbcf0OBrK/ZiD769L1MuaF5rB1JTU1/4IiLBxnQ5gcdtZhO+sIgr7QMHbWAN8kHn0djfX/c0bu4dF033338U//9E8Vb3uvv/76E77t3bdvHy95yUt497vfzfe+9z1WrlzJLbfcQlNTE6961asAeOSRR3jDG97A8uXLsSyLz372s1xzzTVs2bKF9vYXbnS/UHUcH0DVAizhYggPIUapri5d6HkpyHxyzrwGom+H3E+h9y2ELzsUiLwSEbsFoY3/M55BVVVVdSLVNsR54/uu4I3vuwLHdln5h8389J6V7N7bjaurSEMlMJQQI2EIpJrHSOQNYqlJAiWfHFYFKKDkTWCZTw6PKEBXWC9E0SAWw4rTiXyKWBTYxQJkIENzLm8GhzsuGcoKAq8AMc23MzQF1wtIeT4gEApEdA2PgLTjE77MVBBCUmOa5KRLyvVJ5bnCQig0mBE0FfqdNJ3ZNGQBJIZiMC6aAOHTnRugMztEZzZ86SrQmBCrJWEY9LuD9DpD7EmVZusYis7kWBsJ3WTIG+JIpoup8b99buqp9omPPfYYV199NZ/+9Kepra3l7rvv5uUvfzlPP/00Cxcu/LMe+7OHj2JO87GEjymUkUYwgPMosmsJKK1hEVRtBsK8EGJvxfNa+MS7PkHruC7e8J52GhuP4mW3YlkOlrWHuvP2sOg8gGcAONqRYP+herToVXz+q3vI2YKrrmllsHcdC+YMMq6xi2TMBp7l9VeWDiHraOw+2sD69FK27s/SVGfRUp+jIbKfyU39tNcO0V47xOKy4eaRwToO9MVIRBJk3X4mJgdoTWSYXNMP9Jf27RkcTUeRKDRYGerMHK2RShzKoGvgS4WkliM6DBPhBAqaCJ7TCAYQQqChogmVCHnOsOKTDHxyik+9zJB1v8+Wwz8kq0xkZuOXqYssfp5vsKqqqqrqNFRWw/Y52xAayOUyTRPTHDk+chyHtWvX8uEPVyIMr7nmGp588skTfszdd9/Nnj17+N73vsenPvWpkzn6M6pqMvg03zr0HjqX2vyUmvN+8Vo23fyX/1KrquqvQb4f8OsfruKee1bSHXg4CS1ESVgKft4YljphelgjxEjki9ChDUsMK4Aq8xgJwp9CoqihMYwoQ0tUoCQChCD/++gF6LRCYqmIkwjQCqklCngJiaUqFTgJTQTENQOBhytLLEMFSa0ewVIFaW+gLEEkMYRKo1mPInwG3O6K1K+CoNVqJa5FcIMBep3DlPdcCiqt1hRq9VoEOfqcfaSHJYt1EaE1Mpc6vRlFuAw5BzlubyaQldP+oloLzdZ51JmhOZxx99GbW0vGOzLie0zo06i3FlJnzcdULGx3HwP2GgZza/FHVNtWiOkzSVqLSJqLiRtz8P0usu46MvZaMs4a/GBkERZdbSdqLCRiLCRqLsTS5hLIY/nk8HpsZy2J+FtJxN74nPfcc+lU/98/1be9H/rQh/jVr37Ftm3bistuvvlmNm7cyKpVq0a0B/B9n7q6Or7yla/w1re+9Yycx3PpdW/6MptuOs5bZj/NKxJbmKFHRh8kA+jzIP4BcNZC+m5KxeSuR8T/CaFNOa1jqaqqqv48CoKArev285O7n2Dtmn3kAklgamFa2FTDfllTQtTT8AJ0Sp45fLKc4UIS+IXiJArbleEkhCLybUo8YjX/GeWYCSVvDueCytSwoSpEdW1EalhXoMGK4kiHtGdXrIvpOk1WFCew6XUqecG6EIyP1WJpKr3OAIPDeMMR1eDtk6/mDZMve8Hf2V9DMviFJqDKde655/K6172Oj3/84yfVfqzO+yVfuAttyRre2PY0V0W7qVcjo7RSGI7KKl/X31/P1md1FH06y667kWOdtdz2gR8yZWqad31gMnu2PMw55/RTP0rBOADXM9hzMMnew/UsWnwFP/jFJgzd4+VX1THYt55p43uImN6I7QIpONhTw56uOhKxZjr6+5nQ4NGW7KQ1mR7lk+BYKklHOoIXCNqTUGt2E9H8Ee36bJOsb6EpDo1mtgIFAeAGCrlAJaq6I0xgX4oQz1am4fiIkedSwknkpIctJRkJqcAkGnkV5zT8J5o6ykvpqqqq6kWhM5UMPv+mk0sGP/Pzj45Y/olPfILbbrttxPKjR4/S3t7OypUrWb58eXH5pz/9ab7zne+wY8eOEdvs2rWLiy66iMcff5wZM2Zw2223VZPBf+syCB8ypZRk+qsdWFVVFaSqCje+aQU3vmkFAJvX7ucrn/8tO3b34SSGcYZNCPT8VFUtnxjOJ5OkWkgMi0pzWAnyg8+RnOGgiJRQysxhZQRnWBEKbpl5HIgAX1FwghJOQiiQ8wNyfpga1pQAS1XwpZdPDYOCjq5AXNNxgiy9rg0uCAwMBer0GL7MYgdZjuYKBq5KXItRqydxZZqU18fRXEfx+ukiQavVQkTVyHjdDHnHOZrbzdH8+FUVGuPM80jqCQKZps/eQy4Y5FDmGQ4V9qFEabUupFZvQsFjyN1PT24rGe8Y+1N/YH9+TGupdTRHFjI59kp0RZBzD9Frryft7mfI3c2Qu5sDQz/Ot22lIbKIcbX/QlSrx/e7GbLXM2ivI+cdIu1uI+1uo2Po+wAYajMJcyFJczlt8Vsw1AS2u5mMvYaMs5acuwPXP8JA9kgxPQwalj6baN4cboi/E+PPaDa+kLe9q1at4pprrqlYdu2113LXXXfhui66ro/YJpPJ4Lou9fUn5urato1tl4yJ4W+sT0f9joemeZi46OIE74WVNoh/EGQKBj4EQU+4XF+ESHwYYSwYs+OpqqqqzrwURWHukqnMXTIVgO6Ofn5971P86bfPcqwrnS8+p4WcYaOMM5zHSQRqKS2slOEkRMHMPQFOomQGi7KCdPlEsFIyjSvwE8NTw0H+J4AiwhfBCPygYAKH63VNwfMD0n4pNayrCooQOJ6P47nhh+SREooCGd+hM5MFJAIVS1OpNQ3SXo6065F2C//3atQaJrWmScrLkPJy7EsVXnJKTMWkPVaLoQq67T4yvk2jVfPn+GrPmF5oAqpcQRAwNDT0F+nvurIZpmg+lnDROUHhOOsliOQnwdsJ3i5k/ifuDpD91NYeZ/klAB3IgcdojsBXvgadHTFwHTo6m3n0sUm86q03cKzzOBtWP8b8eTnmzs1iqvsxDYdZU48za+pxYCe3vin82KwdJZdu4IHV02lsnMjOQ100Jn0Wzw6IKHuoT2SZ3NjP5MZ+YB9MCrfLuDHWH25lyI5Qn4iTtnuYXJuiJTFISzz8U67enEWfHcOXgpiWozWWos60qcOuaDfgGji+QlJ3MVUfXak0yO1AQUWOwEqMZgQPX6YIgYGGITQi0sBHhpxhxSfr3MuBoz8gLRppSX6U5sRrTvxyuqqqqqrqVHQKyeBDhw5VGNGjpYLLNfz/KSnlqP93+b7PG9/4Rj75yU8yY8aMkznqP4uqZvBpSivv5Iaql7Oqqk6kuYsn87V7bwEgncpxz1f/yP0PbGbIkLhxFS+mhDgJI4+T0PPFbQp84UJqWB0NJyHLcBIhc7iAkwgTxCfGSYi86asoAYpQKaSGVSUgEBI3CFm9isgXqUNhKJCAhppnDVuqgh142I4P6KgiIKKq6ArYgU2nnSFMDRtEVY2EZpILhkh5NimvGwiN4zo9SVQzyPoD5II0h7KlpG5EbaDFbEQXkiHvGFl/gMO5ncWApi5MxlkLSGgxPJmi196DE6Q4lFlTModFhNbIhdToTSi4pN0j9Nhbyfl9HEz9iYP5doaSoMmaz4Tk9Ziqjucfp99+lgF7Gzm/kyOp33Ik9VsANBGnzppPXey1jNcmI0SOtLOFwdw60s5WHL+rAi0h0IgZs0mYC6iJ/wNt+nSCoJesu56ss56MvR4v6CLnbiLnbqI3fQ8AtdFXM6Hhf87MzTlMx48fx/d9WloqubctLS10dnaOuk1nZ+eo7T3P4/jx44wbN27ENh/+8Idpb2/nqquuOuGxfOYzn+GTn/zkCziL51dWBOhagKW4mEKMPvCK3ADpO8DfF/6uTkYk/j8wr64O1Kqq6ixQ07ha3nHrdbzj1utwbI/Vj27jF997kq3bOnAUgTRVfEMl0PI4Ca0MJ6EIpB7iJMqNYbU8KayW4STKE8DKaDiJcBAllZG/l6eGhRBhiFMRSL9gAoticth1IIQPh/tRhMBxJRCAEAgBlq7hST+PlIACUiJumHh4ZD2frJcDJEKoxDSNuK4x5GXpdxz6HSdch0adaZE0DIbcNGnfZu9Qb36fkohqcTjV/+f7Qs+AXkifOFxf+MIXSKfTvPa1rz1hmzPV36WFg6G4mIqLLkY3g4WxGKEkwFgMxuLiOwcpJQTHke5O7vvKN0nEj7LscpO62mMoSj9t7WlgDTe8rLCnp5jSCNPbohw8nMQNzufenzYzOKSy6IJ2jh7ZztwZOeZMT6OJI0TMDDMnZJg5AWAbF80O95LzatjV0ciTOyNMbB3HvmPdJK0McyZkaIh1E9XTLBw/Mhncm63lYL+JE6jURRUi6gBtiSHqrRz1VmWhOtvX6M5ZBFIlYTjUGVlqdAeGvbtOeeGCqOpiDjOHAwkBAm2UF8rP9YgQ4iQEmlCw0IlLiY+PIwfIDd7KgYEPYqsTaK39DDXRy0+8o6qqqqqq55Eo1JR/njYAyWTypFLJjY2NqKo6og/s6uoa0VcCDA0NsWbNGtavX8/f//3fA+FLUiklmqbxhz/8gSuuuOLkTmgMVXUvT1PlU2r0QfXEDauqqqqiYnGL933oZbzvQy9DSsm6Vbu584u/Z/ehIdyEihvNp4aNE6SGC3zhMt5wKTGsjEgNF5jDpdSwMgpSYmRquHy9KgS+QjE1rOR7Fl8o2EEpNawroCBJeWFxOoGOJiQxTUfikvI9Un4WUFFRSGgmlirI+IP0ukP0ulAwjuuNWkxVIe31kvWz7M8UbF1JTG2kyaxHEwGDbgd2kOZgtjQlRRcmLdZ5JLQoQZCmz9mHHQxxKLO2aA6rwqDZnE+d0YomJFmvi+O5zTjBEEcyKzmSCYtjKmg0WLNpSbyFmJpAyiEGnW305Z7Fkym6s0/SnS2kgxSSxnTqrEVMjL8ZUzFwvCMMORsZtNfj+t2knE2knE10DH03PFalnoR5HnFzAS3Rt2Kpzbj+HjJ5czjrbsQy5pzhu3KkTvZt73O1H205wGc/+1nuvfdeHnnkESzrxFOXPvKRj3DrrbcWfx8cHGTChLHh0+dUiaH5RBQP40SN0l8Lf4o6RPwfIPo6hBiZcq6qqqr+9mWYGhddM4+LrpkHwKG93fz63lU89tBWerozoSlsaiFrOF8DIOyX8waxlk8NK6OkhvNs4ZNNDY+aEn6u1HA+OVxCSuQNZSnwygxjRQGEJGvnTS0hEIrE0nQc6TFke4Qp4/AZIGGY2EGBN5xPGguFhG5gaQpDbpZe26bXtimYw/WmRUzXGfLSZH2HcdG6P+O3eOZ0qn1iQffeey+33XYbv/zlL2lubj5huzPV3zmaT0T1iOChnigZrI/OMRZCgNqEUJtQEw5f/fzvePSxKXz2+zezafUavve/32DWHJvLr08wcHwjkyalqUmmaajP0FCfAe7nvW8u7S97rsbhzhqGsnNZv20K+49kmTerlc7jh2mq6WXO1DR1sR4sbYB5EwaYNwFgJ/PzZQXStsnOzma6hiJMbmlhf3cXyUiW6c0ZEsYg9ZF+6odRMLxA0JNL0pM18ANJQzSgzujH1DzGxyqxJwCDrknGV4moHjW6Q1xzR7Sxg/A6mkqAMixyF0hGICeeT4oQKGjoQiOmQK0M8OQx7L63caTXx1am0lz/WeLWslPbcVVVVVWVlOGf52tzCjIMg8WLF/Pggw9y0003FZc/+OCD3HjjjSPaJ5NJNm3aVLHsjjvu4E9/+hM/+clPmDLlL4Pbq5rBp6mwumzYIUZTJ3jAqKqqqk4oIQSLl0/n/5ZPByCTtvne1/7Er3/3LH1qEKaGowp+pMQaHpEaVst+jkgN543hU0kNF4xgJZ8azhvFQpRYw6oi8cpYw4oIkCi4+emqigiLbZiqgis9+t3w/wqlzBz2ZI5+zwUPwEQTATV6BE0EZP0Ux52B4nXSMKgza9EVSHm9pP0M6UyBTSiJqQ00mvWoeKS8LuwgzeHszuL2qtBoNecS12JImWXAPUDOH6Ajt5mO3Obwu0ChwTiHZnM8hqLi+n302tvJ+j105zbRnSt1Ykl9Eo2Rl5LUm1DxyXmH6bM3kvGOMOjsYNDZwYF8W12pzaeH305Cb0OQI+NsZ8jeQMrZihv00pt9mN7sw8X9R7TJxM35JCI30ljzr8T0aWN63z2XTvVtL0Bra+uo7TVNo6GhoWL55z//eT796U/zxz/+kfnz5z/nsZyocMFYyDGhVnUxFeeEaSkwIfZ2ROw9YWqqqqqqetFowtQm3vdvN/C+f7sB1/FY+/hOfvnDVWzedJhsQD41rBDoKtLIs4bzpnB5ETqlUIRueGq48PfhqWFRKDYnyoziUtG58iJ0Rd5wYdkIpIQsISUUCArBxryBrKqCwJdk/YBCmlhRwNRUnMBnMJfnuAoFRUDM0Mn5DoOOx6ADhURxwRwedLP02DY9Zebw1r5jXPc3XEPuhfSJBd133328613v4sc//vFzzoKBM9ffST3AVFxM4aGI0Ya+OmjPP2338hsW8u0v/J7Nz+yj81AvsxctZNeu8Ty70eG8y9/Obbfdh2N7fPGbr0bXD/PzH9zHlMkpLr88QnpwG22tQ0Qsj+mTe4BHufp84PzS/nsHIxzvb+LZfa109cPMSS30pXtRgl5mT8xRF+0mZtrMaTtG+Hp8P5Nrw209X6Er3cDhfh1FsfClS8LIMrE2g6XlaIoM0DTMJPYDQa8dxQ4MfOlTYzjUGjmSuk1y2DtfLxCkfR1VQFR1RiSEIeQIAyNYwvD8POHhUoWCKhRMdBJS4nMUt/cNHA8Csmo7NcmPkIi+vDpDqaqqqnpenUoy+FR066238pa3vIUlS5awbNkyvvGNb3Dw4EFuvvlmIHzBeeTIEe65554Q0TV3bsX2zc3NWJY1YvmfU1UzeAyVDKrJ4KqqOl1FYybv+efrec8/Xw/Agd2d3PmF37Fm21GycQ03ruBFQtZwUChEp+XTw6OyhtUwNawyamo4GMEaVormsKqMTA0XitGFy0AVAb4iUUVoBAvCZYqQBIqCE0CIjgiL05mqgiM9HDeggJTQBURUDVfm6HHCYnQCE1UE1GgRFOFhBxm67YI5rKBhUGvWYAhByu8l7WdJZwpYCUlUrafRqEMTkrTXRS5IcSS3p3idBYImc0a+IJ1Dyj1KyuviuLOb487uYruE1kpj5DyiahQp0wy6+xhw9jPoHmDQPVBspytxGq1zaY9ci6kYBHKAAXsrA8423KCfrsxjdGUeK356XJ9KnTmP8bFXYygRgqCXlLOZIXsjOe8AWW8/WW8/3elfAdAUu4FZTV8c47ttdJ3q216AZcuWcf/991cs+8Mf/sCSJUsqeMGf+9zn+NSnPsUDDzzAkiVLzswJnKR8S2BpHhHhYpxo6mzNfyEiL/0zH1lVVVX11ybd0LjwyjlceGVoQ/UdH+LBn63h979az+HOAXxdJTBC1nBgKPiaAE3ga+VF6EAqAkXLp4YVUApGsDqs+JxSmQQuR0oUfxZM4+FICZGvL0AZUkKIUnE6pYSU8E9oDksKvGEhwNBU3MBnKOeFDYVAVSRR3SDnuyPM4bimY+kqQ26W9uiJObl/C3ohfSKEieB3vvOd3Hvvvbz0pX+5fiTQJRHVIaL4iOEMBABtJmJUk7hSTeNqWbhiOuue2MlDv1jLm//xGhYtn87KP25h6/qDXPXS8/jtz9Zy3z3P8skvvoHte/fyx0d6iTRdz93feZxUKs1//PsF/O6B+2mu6+XG62sZHNhOY003DTVZ6pNZ6pMHmd5e+MQtxc/uHozSMTiVnUcDNM3C0MEPUkyqd2lK9GBqLs2xHppjI48750U4MmSSdXUSEZPAH6I5liamezRF0sBI3MSAY+BIA6RPUrcx1YAaxRnRzgsEjlQwlWBUExhOnBQ+WYM4REqoaEIlooCUx/EHP0hq4B/JEUWLvIZk8l9Q1VFOvqqqqqrqFJjBp6LXve519PT08O///u90dHQwd+5cfvvb3zJpUgh37+jo4ODBg8+zl7+sqmbwaaq8D2uzRqtOW1VVVZ2OJk1r5b/ufAcQsnUe/u1G7rnrUQ4MZrATKn60ZA77BgSGwNdDg1iqMqyMrpQzh9USUkKVSJHHSBSTwgxDSkiEEoQ4QqXMEB5hDJcjJUIeMWVICV+Ey50ARN4EVhWJUDRy0icXSMAomsOWquJJmx63ZA5rIiCpWXlzOMtxu1AgREHFoNZIYCgKGb+fjJ/jYLZQkE5iiCRNZgOGIsj6PWT9AbrsQ3TZh4rXulafRL3egKZIct5xBtzDDHmdDHmlNJCuRGkyL6RGq0MRPlnvGL32DtwgRUfmaToyT+dbCmqMyTREbiCuh4ll2+ug395ExjtMyt1Dyt3DodQvwjMQJjXGbGqta2g2pqALget1kHI2MWhvIGE+d4J2rHUqb3sBbr75Zr7yla9w66238u53v5tVq1Zx1113ce+99xb3+dnPfpaPfexj/OAHP2Dy5MnFlFU8Hicej/9Zzw/At8BSPUzhPsfU2Xl/3oOqqqqq/iZU15jgte+5nNe+53KklOzf0clvfryaJx/ZxvFjGXxDIzBUAlPJv6wtYSV8DVDzaAk1NHkLSIliUrgMKUFZmngEUqLcHH7On2GxuTA1TMkcFhR5w4xiDisIAiS50cxh32coX6QuZBFLYrqBHbgMuT5Drg8odGZGTsX/W9Op9on33nsvb33rW7n99tu58MILi/1dJBKhpubPXFDPlFjCwxSV47aijAtPeldX3bQ4NIN/vo43/v1VLL1kJiv/uIXVj27nw597Pb/7+VqefnwnB/d1c/3LF/LNrz7EH36zkUsvm82vfrmOhx/JMfGc13DPD57kme2NvPENt/De//wN45pVrrgowpGjG7lsiU4iegxTO8qUlhQxK0NTMgPsYXztyGPKeXF2dNUwmDWoS9TQkxokYTq019rUmINYWpZz6rKjns+gY9FnGyhCQ1V84lqGpOFSYzjASPPXCRQynoaqhAlhTZFo+CPa+RICKdAVeVpG8GgqN4djeMjcD/Bz3ycrwVVnE635OKZ1/vPvqKqqqnpRSAQSETy32/t860+kW265hVtuuWXUdd/+9refc9vbbruN22677QV97lipagaPoWa1Nv6lD6Gqqs5qKYrClS9byJUvC9luruNx/71P8cP7nuKYa+PENdyYgh8RJXNYFwTl5nA5WiKfGC4lh0+ElFDyGInQRBYiyCMlCqnhIAwa5Y3hSv6wzBesgxAfkV8uFBQpsX2JQCkzh1VyMiAXhEXlFBGgC4mlqrjSoccN2W0FcziuhQayE2TpcQoDToGCTlKPYak6OX8QR9ocyR0rXkuVKA1mPVHVwAtSDHnd9Ltd9LtdxTaWUk+j0UpENfFlikHnEG6Q4Wh2I0fLvpdafRJNRhuWauAHKQbd/aTcIww4+xhw9pU+U1g0mLNoiV1KRI0gSZN29tLvbMULhuizN9Bnbyi215UENeZcamJvxtRmjeWt9Lw61be9U6ZM4be//S0f/OAH+epXv0pbWxtf/vKXedWrXlVsc8cdd+A4Dq9+9asrPusTn/jEX+RhwDfA0lyiwkUddYhsgjo2fOKqqqrq7JUQgimzxvH3H7uRv//Yjfh+wJa1+/j1D5/mmdV7Sdk+QR4pIY2SOVxKD+eTwyooZeawWmYOK6fAGy7iIkbjDY9mDucN4ZMxh8Uo5jACDE3BCwJSdqU5HNF1vJFe2d+cTrVP/PrXv47nebz//e/n/e9/f3H52972tucdII+1hAYRzcESwahYAWEsOul9Lbv6XKJxi87DvWx+Zh/nXzwTgF1bj2JFdJZfNouVD2/nJ999knf+w1V862sPs33rUV7+6iX86pfwxBM7ufue9/DTX65l3/7jEEjGtdTQcWyAgNk8tDbNIxsUvvzJD3HLp3+M5wf827sv5GcP/5q2un6uvSDKwOAOpjYPMbkpTUQfxNJSzGwuPP8dZVpZEN31VbrTEbJ+FCl0cq5N0gyoNdMkTZukkSNp5EaeKJB2dVKejqaoKMIhqdkYSoBhjDSJAXKBQiAFpuKjihPjIiSnzhR+LpWK0QFyB7LvjbhIHGGBfilmzf+Hpv1leJxVVVXVX15nChNxNkhIeYq05LNAg4OD1NTUMDAwcFLVAp9Lfsf0cFqalPx+1fd46SuXjtFRVlVVVaeqTNrm+18PecO9IsBLqKE5bImwGF3RHCZMDGsSqciSUaySZxeWzOHwJ8PM4SBMDI3gDYfGb4E3XJ4gfi5zuMAcVvJ8wwJqQlUkhgKScDQqCNtpeXPYl6UHckGIoYiqOqYCdpApuzISgSSqmcRVC09myQXDpwVKarQ4NXocsEl53fhyZNGQBqOVGq0GRXhkvS5SXteINpqwaDTPIanXohJg+730O7twR3wmRNQG6s1Z1Ojj0BWVIBgg5e5mwNlOUHZ+k5OvZ17jv57MbTCqxvL//b+kxvI8pn/0c1z88md5d/PjnG9pKMNREdpslMZfntZnVFVVVVU5tsf6lbv4zU9W8+zGQ6RcD2loIW84bw5LXcFXAV3gq3nusCJK+IiCSZzvk4vJ4cL6CqQExSJyBXOYIj6Ckuk7zBwGyszhsnaC/OwhShxiQbHvl0VjK1wuFImuKvj5vvuf513GLecuf8HX72zpv05VY3Xe53zv3/n7hY/w+ppdtGgjZ3GKpicR6skHem7/t5/w+x+t5upXLeHW/3otH3jjnezYdJh/+uRNTJrewj+94y40TeGe+/+Jr37pDzz+yHZufNUSVq3ZS2fnAB/92I0c6ujjW999gokT6rnxxsXc/s2HaG2uob4lwabtR3jtSxejRVS+e/8ztDfXsHTRVH78pw2c095AKvA42jPIm69axJ6uQ3T1bGPFTJWmml5UeZhz2xySVjfjEoNoynMP87OeRs6PM2CDLyVxAyJqluQJDN+CCgxhEBiKR0R97jcebiDyz7snbnM6aeHnkpThU7QvYmBcgRG/FcUYP/YfVFVVVZ2WxrqvK+xv2XX/jqafuFg3gOfmWPX7j7/o+tlqMngMdd6iyX/pQ6iqqhe1ojGTd996Pe++NeQNp4ay/OAbD/ObP2ymFx8vHprDnhUWowt0woGoNtwcLnCH1dIgUc3zhgvsYRGmiEXeEPaVECMhRClFXGEEP685rHLi5LBaNId1RcWXAWEh9DAVrAqJpSj40mPQK8SYwuSwoQiiqo4bZEl7LmmvkCw20BVBUo8hCMj6Awx4aQa8gmGrYQiTeqMWU1Gwg0Gyfj89Tic9TgkbYSkN1BtNRFSDIMgw5B7BlVk6c1voLAubxNQG6q35RNUoSIeM18mAs5es38ORzEqOUNZWa6XevJKE1oimSHy/n6bICx9IVzW6fFMSUVwiShAm5IZLX/BnP6aqqqrq7JNhaiy9YjZLr5gNnMAcNvPmsJ43h/PF6Iabw0qZOVwsRqc+nzkshpnDlMzhk8FKnCg5LES+IJ2sMJGRAseHQkG6Qdv+M17tqoZL03wiioM5mtMo6k/JCAa48qbF/P5Hq3ni989yy8dfwQUXz2THpsOsfnQ7171yCecumMiWDQf5xQ+f5vobFvL4I9t56A+buf6Vi7jvh0/zi5+v5T8/8xp+8os1HDzUi6Vr1NZE6ewa4LKLZ7Jp+xF+8rt1/O9tr+X3T2zjSNcAcUMnETXZc6SH11y1gB8+tpHv/XEd//7O6/jMjwf49uMOb77iCn741LM4ns9Ny+by87XP0pJI8Y9XTWLNvqdoiQ2wdLKA4DDt8UGaYxkimkdE66fuBHX73EBhyDWwAwVdUdAVl7hqoylyVIZwQU6g4EmBJiSGEqA/hyldYAqfqVpwQgjCrEcGnF8je+7HR+ALC6EtRo2/F2EurRajq6qqs1TVZPCJVTWDx1Ct46uYiKqq+mtSPBHhPf/8Et7zzy8BwuTwj7/1GL/4zQaOSw8vpoYF6SwRsoYN8gPR0ByWqiRQ8+awmjeH1ZI5LJUgzxsGRJA3hMPkcMkclmXmMCWsxAnM4ZA5HP5eUbROKKhSYvuFhHCYBNYUBV/IYqE6JZ8QNpRwKmvG98n4PqCjItFEQEwzABcncDluF8xfHUVI4qqFpWrYQRpHOnTavcXrKYiQ1KIk9Fho6PrHyQUZjuYOlF11SY3WRo1ehy4kTjDAkNtB2u8hnemp+H6S2mTqjVYsxSSQaTJeB4PuIdJeJ2mvsmq5K+pojV02pvfHi13SlES0/5+9+47Pqrz/P/66zjn3yF6EQNhbhiKCIrhFcdVttbZVu/yWn7bV0mFta2uXtrW1ai1WW+toK466LVZBAQVB2SB7rySEDLJzj3Ou3x/nnkmYJmR9nn2kJGfd1zlgruSdTz5XCN9BvgJS3rHHeURCiO6gxXB40Wbe/s9SVq/aRXUghPaY2D7TrRj2JoTDVkI4HGkrcchwuMW2Eiop/NVGQluJFhaoi1YJK9VCOAyRJCuaaIG2E0JjpdlfV49oPx6PTYoZwNtSb3zv0a9HMHr8QHr3z6N4VzkL313DaeeM4J8z3mP5oq0EAyE+f9Nk1q7cxVv/Wcr1t5xJQa8s9pVU0SMnHZ/P4tNP97Bs6XZuuG4if3tqPs+9sJirLx3HUzMXsnT5dqZMHsF7H23k4afm8v9uOItf/vVtXvjfcr7wufH8461PmLt0M1edMZrXFq7l4f98wO2XTeb3L8/j+fmruP7csfzrwxXMWbGZa08by4sfr+Hnb1TzjQu+wp/fX8SfP4HPn/pVXlj5KX4zzDfP6MuSnZ9QmF7L+UN81AW20yulhsFZ9WR7q/EYDrm+lttIRNWHLULaxFDgUWH8pu22kzjEOeFIOb2lWu4pHNUW1cLR0NeiEcIL4cBCHB39vNAbM+UySP86htG5F34UQkQ47jo+hz2mG2rzMHjGjBk88MADFBcXM3r0aB566CHOOuusgx4/f/58pk+fztq1ayksLOSHP/xhbHECgL/97W88++yzfPrppwCMHz+e++67j9NOO62tb+WwLMts7yEIIQ4hNc3HLd++kFu+fSHg9hye9fISXnp+EXvqGgmkm4TTTMIpKtJaIhIOW7itJCztVg+bCZXDCeFwrOew4b6fFA5HFqBr2nNYJbSIaKnnsKHiVcVK6Ug7iHhAHIxUJZmRcNhQGsswCdnu0qluP+LIPsMgoMMEQg7usjjeSNWGwm+YhHQD1eEg1eHoonUeLKXI8KRiKIcGu4aqcANV4ehCJB5MPOR4M/EbXmxdR71dSVXYfYtS+Mn19iDdTMdUNo12BXXh/VSHi6gOJ3YfVmR5hpDt6YnP8GDrOupCRdSFi0izCtr+H0g3o32aFKORlGjI0ZQ18vgPSgjR7Xh9FhPPHcnEc93PObbtsGn1bv73yhI++Wgr5RUN2F4T22vGew57FI7ZfEG6FnsOR9tKJCxCl7wgnWoeAkerjBM/TuhBnPQWWZAOoq0lopXD7nbDlu8P2pPXEyJdhbCatkIC8J5x1NdTSnHB1eP558PvMufVZdz39K3k9cygvLSG1Ut3MPGs4fQb2IPdO8p4540VXHz5yTzzt/ksmLeBG75wOs8+s4DH/zqXGX+9hZdeWcLeokqyUn2k+D1s2b6fL14zkU9W72TT9lIqyms4eUQfVm7cy67d5fTJz2Lv/ip6pKUypDCPrUXlfLRmO+edNIS5q7fy8dqdjOlXwKe791Gyv5pzThjE/A3beXHham6YcBIvLF3NWys3cOGIoczeuIWnP6nk8xOu4YmPl/LiJrj25Mt5dcN6wo7D2YML2XFgPb1SajirrxeTEjKsCgak19MntY583wFSTJtUKwyED/q8HA0hbeJosJRbJWwdpgwv2sTyeBXruj/n0aCLoP5v6Lq/YSsAC4wBKP+VkHo9hiUBsRCdjo68He6YbqhNw+AXXniBO++8kxkzZnDGGWfw+OOPc8kll7Bu3Tr69+/f7Pjt27dz6aWXcuutt/Kvf/2LhQsXctttt5Gfnx9bhGfevHnceOONTJ48Gb/fz+9//3umTp3K2rVr6dOnT1veziF1w9bLQnR6Hq/FlTdO4sobJwHuf8fLF23iycfmsnFHBQ2pJuFUg3CqEV+Qzuv2H8YiUjWcuCCdSliQrklbiYRwGGWgDB1ZldytFFbRnsNG04pgjWE4bjWw0UJATLxXsaEMt8LC1hjEq4wtpQkrTcBxl5YzIq0lrEjvw5DtUGdrwOe2nUCTalooZRPSISqC8fDXQOMzLVJNHw4Bgk4DZcGahKfqx6sMsr2ZeBUEnRoCTi3lwf2Usz92lEEaud4epJmpKEI02uU02JVUhfZSFUpsGqHI8gyloZv+xLZN+RzSzDDeFr/bMsAactyHJIQQpmkwctwARo5zFyfTWrN3RxnvvrqMhXM3ULSviqChcHwmjtdwq4c9bjDsRNpKYClsA0zT7Tvc0oJ0OhruJlQRx6uFlZtvxRaoo1nfYRWtBE5sLRH9fKqi+zThrrCCXCfm94ZJMYKYn3HxuERTrjqFfz78LqsWbWV/8QFOO2sEb7+8lE/mb2DCGcO47suT+dOv3+DVmYv5wxNf4Z9PfsCalbu47c6LeHvWKvbtq+K/b63kxusn8tjf5vLiy0u47MKT+M+by3jjnVV8++ZzuG/GO/zjxUX86vuXs3pTEXOXbOGr15zO39/6mJnvLucPd17JHY++zkdrdzLtikms2l7M1pIKrpw8ik3FZSzcuJNvXTKZvZXVbNlXztodxZw+uB+Lt+1m/e59jOrVk3Ulpby+ch23TBjHM0tX8PLKdVx38mj+s34tH2wr4vyh4/hg7w4W77cZnT+aAGE2V5aT6rEYlp/Ljqod9E2t5fy+KRxo2E5vfx3DM8JkeQ7Q01tDL189HsPBpw7/34CtFRow0UcUArdVj2FIvG4YnK1Q/yC6/kHcuzBRqhf4zoa0L6OsodJiQogOLNLi/7DHdEdtuoDcxIkTOeWUU3jsscdi20aOHMlVV13F/fff3+z4u+66izfeeIP169fHtk2bNo1Vq1axaNGiFl/Dtm1ycnJ49NFHufnmm49oXG2xgJzjOFiFWz7TtYQQHU/p3gqeeex95n+ylSrDIZRhEkoxCKcYOD6wvZFfV432HI4uRpewKJ2OVAS7b9FF6dz2Ecp0F5tRkQVuEltLmAnBsGrycfO+w01aS5B4XHJrCbd6OPqpP36sqRw8bpoc2xddzM5SmhTTwtHB2IJ2EF/Uzm968RsWYd1AuMnCcwoHnzLJ9GTgMTQBu5qQbqApE0W2J480KxVFmEa7nEb7AADj825iYo+vHfPfY1dZgKc172PQP37DnafP5stZ28gxmyysYPTB6Dn3M11fCCHaSl1NIx/PXc+7by5nw/piaoO2Gw77DBwreVE67VE4RvTPFhalO0zf4VhY3KS1RNIidNEF5xKqh6M9hi8ZNJzHPnfFMd9rV5m/jlZr3ff5c77DvYP/y+QUAyMptDNQBatR6lANDQ7uRzc9zqrFW7n5uxcxeHQffv6tf5KW4efJt6aTmu7jlssfoqK8lu/fexUfzN/I4oWb+fwXT2fICb257zdv4Pd7eOLvX+Pb33+Oiso6/u9r5/D3FxYSDjvM+N0XeeL5hSz7dBcTThpA3/45vDx7FQMLc0nJ8vPp1mJOG9WfsyYM4ffPz8NjmXz7mjP4w6sfoBR84byT+feClSgFd19zPo++t4jKugbOHTWYzeXl7K6sYvyAQqrCQTaVlpGfnsaUUUN4bsVqAK4eO4qX168F4Joxo5i9cwtVgQD9M7PIzUhhxb5iTEMxvk8hH+/bDcDkPv1YU1lMbShIttdHj4wUdtSUk+tpYGK+RdjeS4G3nsFpYXp4qsmxaunpraeXt4EU8+CVxU21ZQh8LKJfTSv8YA0E31RIuQrDkkXqhDgabbWA3BlT7sWyDrOAXLiRhe/d2+3m2TarDA4Ggyxbtowf/ehHSdunTp3KRx991OI5ixYtYurUqUnbLrroIp588klCoRAej6fZOfX19YRCIXJzD/5rG4FAgEDC4g3V1dVHcytCiG6sZ59cfvDr6/hB5ONw2Gb+rFU89+xCth+opSHNIJxmYKcYCa0lFLYnUj1s6VgFsRsSJyxKZ4FWCX2Hk6qH432H3dXJHfc3T2PVwU5CD+J49XBSYNysetg9z/3N1YQQ2IiGwTqyMJ3ptqLArSDGMAlrh8YmfYk9Cnymia2D1IVt6rABhYr0H04xvXgNk5DTQKMO0xiMf+5V+PEpg0xPOpYBQbuGkG6gPFRGeUKWrEgh25NDg1RWtTrTGyLVCLbcR9Ez6vgPSAghjlBahp/zrxjH+VeMA8BxHLauK+Ld15bxyUeb2VdaR8hQOF4Tx2eiPQo7UjmsrYTqYTNSPRwJhU1LJQfCkTdDtdBaItoy4qDVw+7HldXSM7g9pVkhUg0b1XSuMwcccxAM7kJyqxZv5b1Xl/H5/zuXISf0ZuuGYv414z2+9dMruOrGifzj0fd4+V8fcdNt57N44WZmz1rNV/7vXEa91od1a/fyz2cX8qUbTufPf32P195czpSzRvLO3LU88rf3+fF3L+WrP/wnS1fv5JzThpKV7mdHUQVfHn8qW3bv55N1uxg9uBfnjh3CvFVbeXn+Gi479QT+u2QD81du5brTT+Q/i9fwx9fn8/2rzuG+t+Yxb902rj/9RN6o28CynUVcP2EMoNlUWs7767Zy7YmjeXnNWl5btY6rTxrFqxvW8cqn67hi1Aks2beXXdVV1AYDnNV3AB/u2cnHu/dwzsBBfFi8g4/27mZwVg69UmFLVTlV5Y2cXNCH1ZVFzCqCoVnjWVFXR0VJPQrNsKxcdtbvBxz6p5hkew6QZdWQ72lgcKpNqnGAHlYjPb2N5FmN5FiNeNSRVQ0fT/HhNEJ4g/tW90hC2YQfjELwnA5pl6E8p6CUtI4R4niRBeQOrs3C4LKyMmzbpqAguc9jQUEBJSUlLZ5TUlLS4vHhcJiysjJ69+7d7Jwf/ehH9OnThwsuuOCgY7n//vv5xS9+cQx3ceR0ty0uF6J7sSyTKVecwpQr4r9aWF5azb//No/3P9xIuQ4TSjcJpRrYKSrSXkK5FUlWQvVw9M9olZKpI+0kwDGcSJsJjR2rHjYOUz3s9iI+WPVwYouJaBAc2+dEF/CIh8LxKmJodOIVwKbSmGgcQxPSmnoHwIsZ2W8p8JkGtg5SG7Zxq4yNWEDsNy18hkXIaYwExLWx56jw41GQYaXjNRRhXU/QqaMyVIkyDrLUtThmHq9DmhHAauk7K++px39AQghxjAzDYNiYvgwb05fbI9sa6gIs+XAj7721krVr9lLVGMT2uK0lHI+B4432HFbNFqbTCQvTRauHzcTewy1WD6vm4bCCcINzsGGL4yDFCpFm2M2DX++Ez3TdMy86kRm/eI29O8rYtHo3//fDS7nra08y6z9LuPzG07ns2gnM/MeHbN9SiqkUuT3SqSirZdGCTdx++wXcftszzH73Uy677GR69EindH8N/QuyyUj3s2FLCXPmr+drn5/EX//9IX97fiG3fH4ijzz3Aa/OWcUdXzyb3/3zfZ566xN+Pe1S1u3cx859lYweVEDv3EyKKqpxQg7njB7M/LXbmPH2Ir594ST+9L+FvLh4DTefcwpPL1rOi0s/5Ztnn4qjNVv2V/DR5h1cPmoEb67byFtrNnDt2NG8vG4tb6zbwJkD+pPp87G+bD9L9uxl6sChvLtjCx/s2MnUwUNZVraXbVWVpHosJhcM4KN9O1mxr4SRuT3Z23iALVUVeE2TE3MLWXOgiE1VleT7MzHNMLsa6tnVkMmQzP4srSlDV4DXVOT5vRwI1QKabI9FilFDtlVPvtVIH79NulFDjhkg1wyQ6wmSZQTINoP4jI7031wjONsgsA0CzyW0LzWANDAHuv8WfReDdwyG0bz4TQhx7JSjUYdpN3i4/V1Vmy8g17SHjtYHWajmEMe3tB3g97//PTNnzmTevHn4/Qcv/b777ruZPn167OPq6mr69et3ROM/Uo6WMFiI7iqvZybf+ckVfCfysdaaTWv28Mzjc1m+oZgar3YXpktVhH3R9hKRCiVPpPewJ95WwjETew+7f7phMbGKYWW47SVspWPvKxWvHm7aXqL5YnXJYfHB2ktEF6dLbDFhKMCJVhw7sSpiyzAJaY37fa8vISDW+IxoBbGmjhCJAbHXMPAZHhyCBHWI8lC8ikqRgqkcShrLju9fahentcbrCZNqBDFbqAxWnjHtMCohhGg9KWk+zr74JM6++KTYtv1Flcx/Zw0L5qxj+44y6sJuewnbY7iL01mR9hIW7vvRgNhQ7hoBBpjRH+JGKoidSPhrNAmIteEuTFdb1dhuz0BAuidAWkvfpnnP/kzXTUnzceZFJzLn1WXMeWUZ3/n1tUyeMoqP3lvH3x6Yxa//+hUuueoUXnluMa8+t5iLLh3LzGcX8tzTC3j0ya9z4YVjmD37U554Yi5fvmESD/1lNq+9uYI7/u98fv2nWfzrP4t56FfXM3RgPlt27Gfjpn2cMKiADdv3sX5zCddPOZkX31vJ7559jx/ePIWfPPU2sxZv4NbPTeSJdz/mtUVr+dkXp7C/qpZ1e0p5ffFavnD6STy/eDUvLFzFjRNPYuaS1Tz+wRK+duZ4HA3byipYvn0vF40Yyjsbt/DW6g38v0mn8eTyZSzYuYuRPfM5vU8/Fu/dzXtbt3Hp0OHM2r6Jd7dtZUx+T/plZLFifzEL9+zmzD4DWV6+h/UVZeSnpDE4J481lcWs3L+PwZn51OsG9je6Qe+I7Hx21O1na3UVftNP79RUihsrKK5rJNObgtfUHAg1UkUKIXLZHaxnSZ2NoRxyvF4CTj2g8SibdMvEoIEc060ozrNCpBsBsswgWWaITDNIhhEm3QiTZoTxtFtJoAPUgL0GGtZAw1OxrS4vqDzwDHcXOvSdi7IGSH9iIY6WQ+J/WAc/phtqszC4R48emKbZrAq4tLS0WfVvVK9evVo83rIs8vLykrb/4Q9/4L777mPOnDmcdNJJHIrP58Pna9uqsjAgdWtCCHB/eDXipH7c95d4H3PHcViyYBMzn1nAum37qfOpSEBsEPYrbJ/7jadbqeQGxI4nsjCd5YbE7srmRqS9RHJAjAHKMGPtJJQZ6RWcuDhdZLG65mGw4xYlN6kobhoQxyqQEwLjow2Ioy0mzEgI7OgwDbamwQ7jtpjwuuMBUkwPSjmEdQCPymiHv8muq6E+iM8bIk0Fm/RQjLBOOP6DEkKINpZfmMN1Xz2b677qBoFaa4p2lvHB/9awcO56du6uoEE72B7LXZzOq7AtI742gJnQZiK2OF3k/cQF6RLer7cDhxiRaGsZVoBU1cIPPb0nf+ZrX3DNeOa8uoz5/13FN396Bd+YfjGfzN/I0oWbWfLhRq7+4um8/sInrFyynRu+ciaz3ljBti2lPPfMAr5+67l8+OFG1q3dy+WXn0xBz0z2lVZTVVnPReeN5p25a7n/kf9x13cu5o5fvsSchRv41lfOZcP2ffz3g7U8+uPrWLe9hE+3lfCvWUu5ZeoEnn5nKTPnrOC6M07ipQWrue/5udz75Qt59J1F7Nx/gJy0FM4cPoAFm3by/uqt3HrWqfztwyX8Y8Eybpo0DsfR7KioRO3ex/lDB/H+lu08tXg50yafxr9Wr2R96X4KMzKYOmgo727fwtubN3Pp0OF8WLSTT/eXkun1cdnAEfx3x0YW7N3FsJxcgoTZVXuAsoZazuwziDUHithWXYFlKE7M68OaA3vZeKCSPH8GuX4vu+rK2V5TTZ4vA78F5cEaQNMzJZOArqcs0AgoevgyCDj1lAfCGFjk+NxQuDKkMZUPh3RKwg18m926AAEAAElEQVREQ+JU00ATRKGxlI3PVGiCpCibbDNAtuV+TZRhhGNhcYqySTVsUpSDXzn4jmubiiDoYggWQ3A+1N6XUFUM4AEywCwEayz4TwfPqRjWwVtnCtEdKa1Rh1km7XD7u6o2C4O9Xi/jx49n9uzZXH311bHts2fP5sorr2zxnEmTJvHmm28mbXv33XeZMGFCUr/gBx54gF//+te88847TJjw2X7Fp7U02pDW3oMQQnRYhmEw8ewTmHh2PGRzHIdP5m/guWc/ZP3WCup8CjvVJJyiCPsNbF/km0+v4QbElsaxDhIQm6ANB20abRIQH6yCOBoQJ1YQR0NiReRXcyAS8CYf4/YgNpIWsLPcVsvY2ITC0R/Temm0u+mPbNvI3l1lpHrCpBohFE1616kslJHePgMTQojjSClFn4H53DjtfG6cdj7gBsS7tpby4TtrWPzhRnbtrqTesSMtJsxYQOxWEccDYsdwq4ibBsRBCYPbTU1dA+lWI96mCZ5KRZktFycdjRNPG0zPPjmU7q1k0Zy1nPu5k7nyS5N4+ZkF/O0PbzPjP9/m3KljeO/t1fzvteV8+/sX8+ufvsJzzyxg8lnDufGLk3jqHx/wjyc/4AtfnsTDM+bw3AuL+duMr7Bq7R6K91Xxzntrue6SU3jxv8v4z3+Xc/EZI/nfwvX87C+z+N30K5n+8Ots3FXK8H75nDS4N6u3FbNpRymXTDiBt5du4Ncz3+MnN07ht6/NY+WOYqacOIQhPXPZWlrB4g07uWPKZB5+7yP+uWgFN048CY1mZ8UBDKU4Z8hA5m/dwaMfLuZL48fy4e4d7DhwgOrtAa4ZMYpXNq7j7S2buWDwEEoaalizfx+zNm3m4iHDWFy6m82VFWR4vLG2ER/u3UnvtAyG5PZgZcVeVu4vYUBGLrYKU9xQTXljPcOzCqi16ygP1EJA0z8tjzq7ltIGd+Hh/ul5VIerk0LhoG6gPBBG4SHX5yWsG6kM2Sg8pFkGDjZV4TAGXvymRuFQGw5j4CNk2AS0n+JwGBMHj2FH2kzYWDh4lI3HcFA4eLBJM8KkKbeqOCUSFKcqG5/SSW+RpUPasJI3BFSAXQH2pxD4N9C0wNECUsDIA2sQeMa4bcA8IzGMrDYalxAdTPJPUQ5+TDfUpm0ipk+fzk033cSECROYNGkSTzzxBLt27WLatGmA275h7969PPvsswBMmzaNRx99lOnTp3PrrbeyaNEinnzySWbOnBm75u9//3vuuecennvuOQYOHBirJE5PTyc9/fh+8xpubIx1Cq4MW+Qd8mghhEhmGAannzeK08+LL9altWbdql08948PWL6hiGpTE06PB8SOT2G3FBBb0W9Iifx6qhFvMRF5v8WA+AhaTKiE0NhUkcXnDtWDOLJoXdPg2IwdD6ATwmEnvoBd5DkoLLfCOFJJvC9Qddz/frqyzRuKSMkKkmbY0DQMtoa1y5iEEKIjUEoxYGgBA4YW8OXb3TVJtNaUFR/goznrWPDeOrZs209NKIzjMbC9LbSYMKO/5aNQ9fLDzPbyyZadZBkNeJtWBlsjWuX6hmEw5apTmPmX93jv1WWc+7mTufH/zmXOG8vZtW0/s/6zhGtvmsx7b6/mw/fW8bVvXcDZ54/kg/fX8/tfvcGDj93MrP+uYt++KqrKa+ndK4vikipef3MFP7nzUu746fO8/f6n/OTOS+mVn0nJ/mome70M7Z/Pll37+d2Tc/jp16bywz+/wZsL1/Ktz5/JtqJy1mwv4dQR/Thz9CAWrN3O71+ax/euOYtfv/w+763ZyucnnUh5bT1r95aCUtx5wRk8NGchMz9ezXUTxuBoze7KKgyl+OK4k3huxWr+vWwVFwwfQm5qKsuLinhr7UY+P2YMr2xcy5xtWxmcncNVw0by2ub1vLN1K6N65NMnPZO15aUs3LObqQOG8+mBYorraiiuq2ZS7wFsqtnHzpoqTAUn5/djXVURm6rKUWhOzC1kZ91+dtVVA5phmT0paixjV637cf/0PGrCNZFQGPK8Gdg0Uh5wW5FleLz4TagNNwAGXmWR4fFQbzdQj4FHGaRbFkGngaCjMZXCa7iFGo2OjaUcPCqM14AGOxIUK4eAdjigbEzbcYsYsN3feMPBUg6WsrFwz7ew8SuHlGhYbGi8SuND41EKCxUJjQ0MpTBQka+fWytADgM14NRAcAcE50Kduyf5s5ICvLg9jPPB7Oe2p7DGgucEMAowjBYWGxaiM9DafTvcMd2Q0rpt73zGjBn8/ve/p7i4mDFjxvCnP/2Js892fzXrK1/5Cjt27GDevHmx4+fPn893v/td1q5dS2FhIXfddVcsPAYYOHAgO3fubPY6P//5z7n33nuPaEzV1dVkZWVRVVVFZmbmMd/bgYrXyQz+AIC55ZlMGb30mK8lhBCHUry7nBefWcAHH2+mLBiiMd3ETjEIxxapA8cD2qtwzGg4HFmkLtKLONqDGEO7bybu8qlmYt/h+PskLUBHpHVEpAVENCQmvnBd8wpiksLiWPsJaNJiIl5dnNxmIh4uj8o4ibtG3nHMz6+1Pu+3t9a6jz/c/wYfn/kGvxnwDkO9Kck7U2/FyPzBZxypEEJ0fbXV9Sz/aCsfzv6UtWt2U17dSMiMLE7nNbE9igzH4O1Zx/45tavMX0erNe77JzNn0ffk+/hGdglmYiCc9i2MjO8c/MSjULSznK9f8DsMQ/HsBz8mryCLt174mEd//QaZ2ak8+dZ07v/pf1i2aCtXXH8aX7r1HG790uMcOFDPF285g0HDe/GrX76Gz2fxf7dN4aEZs1EKfnPvtazdVMw//7OYzAw/3771fH7557cxDMX9P7yS+/4xm4qqes48ZTAjh/fmr698hNcyufWaSTzy2kKUgvu/cSnPfbCSlduKyM9M40sXjOPBtxYA8I0LT+WFT9ZwoL6RIT1z+dyEkfxpzkIArhw3kiV79rLnQDUDc7O5+pTRPPLhIkKOw5heBRTkpDF761YArh4zkgV7d7Kvrg6vaXLNyFH8d9tGqoMBMrxeTuvXlzm7twBQmJbJ6PwezNnrftzDn8rgnGyWle+J7e+Tns7yit0ApFoWw7Jy2FBdDIDfNBmSmcOOun3Y2sENhbOotWtosIOAJs+XiqnC1IQjfYQN6OFLoSbshsgGmmyvF1s3YmsbhcZnOKSZJiHdCGgs5eCPtJUAnVAxDBDCiLSe8Cgn8ptwGjMWADuoyJ+WcreZyq0ytogGyGEs5b6OGWlbYUUKJEzAQuND4VEGllJYysSDGxYbynADY1Q79g82AA8oP6hMMHuA0Q+swWCOBO8QMHrLYnjiqLT2XBe93jmT78GyDr6+GEA43Mj8j37V7ebZNg+DO6LW+oe2u+QW+rAIgHtWnshvLn65tYYohBCHFQ6F+XD2Wl56fhGbS6qo87kL1YVSIy0mvLhvHoXj0bFexIltJuIBMWA48fdjVcS4VcSxsPjo20w0azGhdELfYbcHcUsL2CWGxKMyR/CrMXce87PqKt9Mt9Z9/L/v/IPGL87jl33m0sfTJAzOfgLDf+5nG6gQQnRTtu2wY1MxH7zzKZ8s2MRl15/G566feMzX6yrz19Fqjfu+7OF/cNMlf+G6jCqMxDA490WMVugZHPX9G2ewdukOvvaDS/n8/52LHba57fOPsnNLKVffdAannXsCP7rtWXx+D/9667usWrGTX/7kZQxT8fBfv8Jjj7/Pp2v2MGXKKFKyU3j9rRWkpXp59MEvc98jb7Nx6z4mnDyAzJxUZi/YwNCB+Uy/dQrfvv8/BEM2N15yCjvKqliwahuF+VmMHdmHtxavxzINfvnVi3hy9hI2F5XRr0cW554ylGfmLcM0FHdfez5/ff9j9lXX0icnk2tOP5FH3l+I1nDZSSNYVlREUVUNGT4f3zz7NJ5YvIQDjY0UpKdx5rABvLR2LQAXDRtKnQ7xwa4dAJzVfwAVwXo+LSsFYOrgIayuLKG4rgaAc/oOZGd9BTtrDgAwoaCQ3fWVlAXcstWROfk4ymZLzX4AevrTyPF72FHnLibsNy2GZmazo24f4YRQuM6ujfTo1mRYXrK9PsqClQAYOOT7Uwk4dYS1DWh8BmR5vNTb7kJ2JppUy8BSYWwdJh4Mm5FgOFIBbNikGApNKNaD2MLBawCE3d98i4bDSgPNw2ETHQmH7YSQ2C2GiFYcW4rItdw/PYCp3OZeplJYGHhQmMrAUIYbFkeqjDueyIqbWJEQOQ1UltvCwuwNVq9IoDzA7YOs8jAM83AXFV1Im4XBk356ZGHwol93u3lWwuDP8Je9Z8dECv3uBHP6y1fyye0PtNYQhRDimFXsr+b1mYuYPW89RfUNNKYYhNMMt82E320zYXtBe5RbNRxpN6GtSFsJ6/BVxCSEwrGK4mj7iKZVxIr4/kgVsUrYbkTC5KbtJqIVxIbSDE0byCPjpx/zM+kq30y31n1c8dWHGXT7Qu7p9TG5VvLypyp/Acrs+VmHKoQQohV0lfnraLXGfY/73UPcd+3jTE0LJ1VRqoJPUcrbWkPlnZc+4aEf/4es3DT+/Nod5PfOZunCzfx02tNYlslfX/029//kZbZsLOGGr57J126/gN/87BXmzVnHgEE9+O7dn+OO7/wTreHBh77I3575kE/X7WVg/zzu/sFlfOvHzxMIhvn6l87k+VnLqK5t5NpLxjFmZCE/+8ssAO686Vxmvr+Sov1VnHHSIHxpXmYv24THMrnnpguY8fYiisqrGVbYg0F9c/nfyk2k+jzc8/kpPDpnMbvKD5CXnsqNZ47lz3MXoTVceuJw9tbWsGJPMQr46uTxvLd1G9srKkn1eLh67CieW7MKW2v6ZWUyZfgQ/rlmJSHHoXdaOuP6FvLfrRsBOCGvB0N75PLW9g1oINeXwvjevZlbtBVba7K8Pk7r3ZePSrfTaLtB7ISefdldX0FZwA1rh2bmYRg2O+vKgUilcEYOO+tLYwHvgPRsQrqRylAtAJaCwtRMKoIHsCPHZHm8pFkG1WE3nFY4ZFpeLCNMwHHDZEu52zSBpGA4xbTQBNC4a2FYysZvGqhIWByvGgZTueeZkRDZPGg47C66HD3OUnbkeB1rP+G+b2MqYuFwNCi2FJgoTKUwAMttthYJiSMBcaSyuP2qiT8LRTxM9oDygkoFlQ5GBqhsMHLdFhdGfiRgzgUjH2Vkucfh6aT33n20VRh87sQjC4PnfSxhcLfQWv/QynaNJNdro7VmzJ9vYv19P2vFUQohROvatXUfLzzzIYtW7KA8HKIx1cRONQj7FY5PEY5UEmtLueGwx60ejlYTN2s1YepIFXFCq4lYQOxuV0Yk4G0pJDbibSGS+xM3D4l7envw4pl3H/O9d5VvplvrPs66+U+c87253NVjNWlm4jfEXoxen372gQohhGgVXWX+Olqtcd/DH/w9z179OKf6jXgQpHIwCj5uxZFCMBDiu5//C9vWF3HCyf35/b+n4fFa3PP/nmHJgk1MOm8k518xjl//6CWUgnsfvJFRJ/XjG196nMqKOr5w02Qqqhv43/9Wc8IJvbn3V9cy7TvPUl5Ry9lnDGfc+IH86fE5eD0m37j5LP787HwAvvr5SWAp/v7KIkzT4PtfOZ8/zJxHMGwz7erJbCwuY87yzXgtkx996XweeXMhFTX1nDy4EMtv8smW3VimwQ+uPIeXln7KxuL9ZKb4+PJZ45gx/2Mcrbl0zHB8KR5eXulWAV94wlCqwgEW79yNAm445UTm7txOcU0NplJcf9KJLCzayY4qdxG6zw0fwbw926gKBDCU4pIhw9hQtZ8tVW6gO6GgkCq7IfbxkKxcCjPS+ah0BwA+02Rcfm/WHCii0Q4BmpHZPXEIxSqFfYbJ0KwcdtbFQ+ECfzrpXouixrLI35KmMCWDoNNAne22gzDQ9E7JoNGpI+BEWkIohzxvKo12LQ5u1bGlHLI8PmynAQebeDDsAYIJ22y8CnyGxsEdazT09RkGRLbFguHI65EYFuMGxoayI2FvJAyO7Ddi5+vY8YbSCQFxvJrYbBISm7h9ik1lxCqIO3Y1cVtwnwTKArygfKBSIpXK6WBkRQLmTPfNyI685USC5ZRIEB35U0LmVtNmYfCpPzmyMHjJb7rdPCth8Gf4y67ePZx0j7uoxBm//jqL//KjVhylEEIcH3t27OeV5xbz4cebKA2GCEQqiW1fvB+x7QU8bj/ipi0njqQfcaz/sOEeE6v+TQyJifQeNqIL0EW+wDU0GWYmcy788THfY1f5Zrq17mPcrX/kxu/8j+/kbcVrJKwlaw7CyH+nFUYqhBCiNXSV+etotcZ9D3nsN8y69G8M8yX80NN7Dkbu31pplHHFu8r5ztWPUFvdwOU3Tea2n13Frm2lTLvmzzi2w/1/+yofvL+eWa8sIzXNy5/+8Q327qnk3rtfwjAUv3zgBn71q9dpaAhy53cvYvDQAu744XOEww7fuOUsVm8uZvGybQwZmM/FU0/kkafmAvCtm89h3a59zF60kcw0PzdeMYEZLy/EUIp7b72IOSu3MnflFryWyfdvOIeH3lhAbWOQs0YPxJvqYfaqzQDcesFpLN6xm5U7i0nxWNx0zin8bcESbEczprAn540eyl8+WEzYcTihoAfDevfg9bUbALhs1AhCyuZ/m91rndyrF/nZabyzze0NfEqvQvLSU3h3h/txr9R0Tu3Xh//t3ETQsUn1WJzZZwCLS3dRE3KXEh6X3xvHsPm00l0sPs+XwtCcXFZW7Im1hhiRlY9SYbZHQmGvYTIiK4+ihjLqbPc6qZZFv7Qsihr3x4LibE8K2V4vpYFy3CBEk25Z5Hj9VIYqI3+jGr9hkOP1UxeuTgqGsz1+wk59LAQ2lcZnGHgMCGu3sjjaTiLV8ODghs/xlhIaX6TNRHLlsI5VDqvognQJlcFuaBwNg+PVw0kBcSwcjrRwI7nVhIEbEhu47SYMpTCJVBQ3aTURqybutBXFx0s0YPYQD5j9kcA4Gh5HK5nTQWVEAme3alkZ0eP8kYA5eq4bVCvVPdpltFUYfN6EHx9RGDx36X3dbp6VMPgz/GU37BmOz3LD4Jsf+B7/fnDa4U8SQohO4kBFHf97dSnvzv6UnQdqqfdDONUgnGJg+xMWrfOAY0b/TFi87mCVxJHAWLlfoR603YRKWIDOg4+VV0kY3Fr3MeqOB/jWtNe5NasYM7Enm/8qjOzft8JIhRBCtIauMn8drda47xHP/oy55z1LL09CGJz5a4zU61tplMk+fn8d937zaQB+8IcvcP6VpzDjvjd5Y+ZiBg3vxUPPTeOn3/k3q5ftoHefHB555lZmPPQu7737Kf0G5HHBZWN58sn5GIbi3l9cQ2VNPX94+B2Ugp/cdTmP/GMuB6rq+cJVp5KW6eeJme5icN+/9QLeWriOtVuL6d87h9EnFPLWwnUoBd+78Tw+3rybeau24vOY3Hb1Gfz5zYUEwzafO20k2VkpPDt/OQBXnjqKkro6Ptq8E8s0+Oq5E3h+6WqqGhrJSvHx9bNP5R+Ll1FR30B2ip/PjT2Bfy1fhaM1fbIyuPzEkTy7cgW1wSDpXi+fGzWC1zavpz4UIsPr48oRJzBvz3Z211QBMKlPP2p1gNVlbuB7Qk4+g3KyeG/vFkKOG2ZO6t2f3fWV7K13z+mfnkXfjEyWV+wm5Lhh7NDMPCxTs73W7TFsACOze1Jj11LaWBXbNjgzl6pwNbXhBsBds6JfajYBp4HqcF1sW74vFdOwqQnXRv5mNammSZbHS224Go0mHgynoHUjIe1WFis0HgVpHi9Bpy52frRq2G8a2DpemWwpB48CjyIWDsfDXQePUkBCu4lYQAyGskkOkyNhcaTAwogtShcNit3fulO0HBJHw2MTFQmDiQXFpoq3mnAXsUsIiyUobmNNw2Yv4APDhxsc+1sInd1KZxULmf0JIbXfPT9pmy+2TSX2Vz+O2iwMHn/3kYXBy+7vdvOshMGf4S87uHcYlqnQWvPYq3/mW7dd3IqjFEKIjikctlmxaAuvv7KUVZuLOaDDhKJ9iaPVxJ7o4nW4PYjNhGri6J+Rr21i1cTRReyiC9cpB2WCUqBDBttukjYRrXUfw378O37xlRe5vumiOpm/xUi9phVGKoQQojV0lfnraLVKz+D/3M38STNJT2iHpPLno8zerTXMZp790zvMnPEevhQPD/3n2+T2zORrl/6R2ppG7rj3KiZPGcV3bvkbJXsPcNL4gfz4/uuYdsvfqSiv5fNfPJ3K2kbefWcNHo/Jffdfz9wFG3jz7VWkp/u49evn8se/zkYp+NVdV7J6cxEz31iKYSh+8M0LefL1xewrr2H8qH7065fLy3NXA3Drlaezdk8pH67Zjt9j8bXLTuOxtxdhO5qzRg9i/Al9eeitBThaM3nEAHwpFnPWbsVQijsunsy7G7awZu8+AL54+liW7y1mXUkplmFw46knMWfLVvZW16CAa04axZaqClYUFwNw7uBB7AvUsna/u5jcCXk9GFmQzxtbNhB2HFI9FucMGMQHxdupDQUBmFDQB7/XZGHJDgD8lsVpvfqyprKI6lAjAL1TMxiUlc3Kij0EHDcsHZyRS6rHYHPNvsjfhqZ/WjZpHpPtdfFtfVKzSPMY7G7YH9uWZnnp6U+jLFARqyC2FPRKySLk1FNn1wNuWJxmWWRYHmrCVbHzTTQZlgevAY0JIbCpHNIsHwZhQjoQuYYTaTNhYiobJyFIjobDXmWgCcS2x8NhA4WNWz0c3x4NjlUkOE4MlM1IeKwi5xiRcZmRRZtbCokT/1SJITE0C4qjfYljAbFUFXdy0YX+PMR7NEcC6FiwnFj57AbRykhHpX/7mF+1zcLgU+7GMg8TBtuNzF0uYXC30Fr/0EJ7h2KaBlprNpTOYfTYAa04SiGE6Hzq6wLMf2c1b89aycaiSupMh0CaiZ3ihsRhn3IriD3gWG41cVJQbCYGxfE/VVCx47YfHvO4uso30611H0Puu58/X/9PLkoLJS+q0+MdlDWoNYYqhBCiFXSV+etotcZ9nzXrTuac/Cae2G/AKIxeG1tvkC2wbYeffeMfLF+wiT4De/DwK9/mnVeX88QDs8jJS+fJ/06ntKSKO7/6dxrqg1x27QROPWs4P/vhiygFf/zLzfznlSUs+HATfr+H+393PX/9x3zWbShi0MAejBhdyKw5n2IairvvuITl6/fw5ntrsCyDO742hUdfmE99Y4irzjuRnLw0/v6G2x/5+gtOZldFFQs/3YHfa3HzxRN4as4SAiGbgQU5fOG8k3nwzQ9pDIU5oU8+Awtz+e9K91ldNX4Uls/kxaVrADh1YB+yMlJ4d4Pb9uFzY0Zgegxe/XQ9AINysjltcF9e/PRTbK3plZ7ORScM45WN66gKuGHu1CFDKWmoYVVppCo4twdD8nN5Z+cmQo4DwJl9BlAVrufTCjfIzfOlckqv3qys2EtFwA1ne/hSGZqTm9BTGPqmZtE7LY2N1UWRoBiyPD76p2eyq740ts1rGAzKyKU6XMOBULwKuLc/A48J+wPxlhEepegV6S/cYLv3oNCkmCbZnhTq7OrIQnNg4OA3DDI8XhrtmlglsYoEzOlN2kxEF6JLMT2YysaOhcbxnsF+04OOVBQ3DXu9ykQTTDonGgJ7DAMVqThWkdA6vj+ybkdC4BwPh3VsP7FwODkodtf9ICFEjlYRq9j7hlKR/c3D4ujHEhZ3FZ/t82tbhcHnj/vREYXB76/4bbebZyUM/gx/2eGioRiGGwY7Pdbj8ViHP0kIIbqp+roAH7yzhv/9bxUb91ZQYzoEUo14UOxVaK8bEkfbT0SDYhXUbLnn+8f82l3lm+nWuo/BD9/Hs1f8g0n+xC/CFapgfbv9epgQQojmusr8dbRa476vnvsNXjphXvw3YFQ+RsHCVhxly6oq6vjO1Q9TWnSAyReO4a6HbuT/XfNn9u4sZ+pVp3DHvVezZOFm7v3eTLSGb911Kes3FDP77TX07Z/Ln//2VX75y9dYtnQHGRl+7rn3an7zwFtUVNZx9pnD8aZ5eXee2wbijlunsGLDHt5ftAm/z+KrN0zmLy9+iNZwzQVj6VuYw5+edxecu/j0E6hobGTRup2k+Dx8/4Zz+Ovbi9l3oJb0FB/fvHQif5+7hMraBnpnZ3DmmEG88MlqtIaBPXK44tSRPP7BJzSEwvTMSGPK6CHMXL4GR2t6ZqRx7SljeGn1p5TW1mEoxZUnnsAnxXvZXeVW0J4/ZBA+n8V/t2wCINPr47zBg3h/1zaqg24AekbfAXi8inl7tqFxg8Wz+g5kW20Zu2vd62R7/ZxS0JsN1fvY11Ab2zYipwfrq4upC7vBaKrlYVR2PiWNlewP1ABgKcWIrHwanHqKGuJhb54vlR7+1ITewm7A2Tc1G02IsuCB2LFeQ1HgTw6GibSH6OFLJ+TU0+jEt7vtJFIxCCdVDRtK4zdMUkwPAac2FhpHK3dTTAuPcgjr+LWiQa7PsLCUE6kqTtiHg6kUnlhlcfJ50YDYiFQXNw2W3WBaRfZrolXPRlI/4kgbt9h4E0NiN5COtpyIPsfEcLjpx8Q+jgTEKh4US3Vx52L02nTM57ZZGHzyj7BM3yGPDdsB3l8pYXC30BZhsNl7cyuOUAghupdw2GbN0q289foKVq7fy/5QkKBfEUozsf0Ks9Fh2bM/OObrd5VvplutMvjvv+a1C//O6MRFddpghXUhhBCfTVeZv45Wa9z3tI+v5y/9V8SDJN9lGDl/asVRHtzG1bv5/hdmEA7ZfO0HlzJwZG9+dvs/0Vpz9kUn8v37ruPV5xbzj0fnYJiKn/7uBv784DuUl9Uw6czhTP/xZdzz05dZt3Yvublp/L9vX8BvHvgvtu3wf187h9IDtbzy3xUAfP2LZ7B6cxGLV+4gPdXHVZeezLNvfYLWMH5UP847fTh/eG4utqOZfNJAGnFYsmE3qT4P373ubN5cup6V24pQCm6eMp731m1lV9kBMlJ8TLvodJ76cBn7qmuxTIObzhzH3M3b2FZWiWUYfP60E1mwfSc7Kw4AcN7wwZgeg3c3uVXDw3rkMbRXLm9v3oyjNV7T5LITRvBpxT42lrsLv43s0YPeWZnM3bUNR7sVp2f1H0iDDvLJvj0ApHosJhX2Z1PVfvbUuaFwimUxoaAPO+sqYj2F0zxexub1oqixkt11ByJ/G5oTsnqijDDbauOtIXr40ylMTWNvQxl14XhwOjA9B2XYlDRWxP4+TeUGwyEdoDJYHTvWoxQFKZloHaQqHN9uoMnzpmEZOqGdhNuqwW8YZHr8hJw6wjoUO8ddiM7Cb1oEnTo0TuwcSzl4DRO/YWLr+oR9idXDXtBBNOH4NXEwcLBaCIijIbARWbjOowwg2Hx/tK2EUpg4RENkBbHz4/2JldvmLSEodiuDdTwoJlox7MZQLYXFKrotUlnsvrUcGEuFccfRIcPgsXcdWRi86nfdbp6VMFjCYCGE6PBs28Y0j3013a7yzXRr3cfIf9/D22c/S39PwhdHntMx8p5thVEKIYRoLV1l/jparXHfv1p5ET8u2BYPibL/huE/pxVHeWizZi7mzz97BcNQ3PfMrRw4UM8Dd/+HcNhm3OlD+OmfvshffjeL995eTXqmn29+7xIeemAWoaDNiJGF3PXzK/jlL15n27ZSCgqyuPTKcfz9mQ8wDMVd372E3aVVPPviIgCuv2I8n24rYc3GInKyUvn6jWfw55luy4i+BdnccOl4Hn5xPoGQzdhhhRg+k6Wb3KD1qjNGYxvw+uK1AJw/dgil9XWs3lmCZRh86eyT2V5xgLnrtwEwcUhfUtN8vLdhKwDnDh9E77xMnl+2GltrMv0+LjtxBLM2bqayoQHLMLh27Gi2VlXwyR73NXumpTJpUH9m79hKbTCIAi4YPJQQYebu2g64VcFn9h9ASWMNGyrdEDfD42ViYV921R1gc5UbJluGYnzPPpQGa9hVG6/2HZNbgMdSfFpZjBMJHnumpNEvLYMddfupTQiAB6fn4rVgZ10p0XDEoxQDMnIJ6wD7ElpGWErRJzWbsA5QEQuGo4vPpeE3DSpDlZFKX3e73zDJ8aYQbFI1bKJJtzykmh4andpYq4mmlcPBWFuJ6HkOltKkml6UCkcWpYucFwlvLcBvetE6kBQQJ4bAXmWhCDcJkN0ewolVxjQJkd03d2E6t5o42o6iyTEq/qe7MJ27uF00TI62mIiFxOhI2EssLE5sQ+G2pkisLlaoSKsK99jEgBhUQksKCY3bmonRa/0xn91mYfCJRxgGr5EwuFtorX9odvEwlFISBgshRAfXVb6Zbq37OOXVH/HuhOfJTVxhPf1OjPTbWmGUQgghWktXmb+OVmvc9z83TOCLWVXu92uAUbAGpQ4dCrQmrTUP3vUic15dRnZeOn9+7Q52bdvPL+/8N40NQYaN7sM9D32J3/zoRTZ8upd+A3sw7QeXcP+9r1Fd1UCvwmx+eM8VPPDALPburaRf/1yGjS5k9vvrALj2qvHk9czgr898AMDF549h0+5SNu/YT0GPDO78+vk89O/5FO2vItXv5SvXTOQf//2EuoYgw/vlM25MP2a+vwKtYUjvXM4bP4x/zF5C2HEY3ief3j0zmbvWDXyH9srjnBOH8OzC5TSGwmSn+rlw7DBeWbmWkO2Q6vVwzfjRLNmzl/UlbnB7Sr9C/H6LBTt2AZCXmsIFJwzlw1072FPthqijC/LJy0hl3q4dgBsAnzNwIHV2iMVFuwHwGAaT+/VnR10lO6orY8dN7N2XWjvAmgq377BCc0rPPmA4rKooioW6PfypDMrMZkvt/tgCdAZwQnY+pqnZUr0vFhb7DIPBmbnUhespDcQret1gOIegDrA/cCC23QB6p2bhUZr9gYrYdUCT4fGS502hLlxLg5Mc1mZ4fKSZnkiv4cSQV5NqWaSZXoJNKofdkBfSPSlAmKBTH9unIgGwVxmkmB40AWzdpMo30ifYb3pRhHF0IOn8aEhsKQPLMNE6AJEK5ORruNexDDMSADc5JlJN7AbKClOppKA4VimskkNjM7I4XrSqOPp8o8cnBcfKiCyIR+TvPrqvaa/iSIisDAzisVcsLG5SaayIViJHFsWT3PgoWBi91h3z2W0VBk8Z/YMjCoPfW/tAt5tnJQyWMFgIIbq8rvLNdGvdx/n/+w5vnPgmqaYnvjH3Pxjek1phlEIIIVpLV5m/jlZr3PeCrcOZnBb9qO0Xj2tJY0OQ713/F7ZtKGbkuAH87l/fZNumEn522zNUVdbTZ0AeP7j/en511wuUldZw6uSh/N/0i7nnBy9QtLeS9Aw/3/nhpTz++Pvs31/DsGEFjD11EC+8/AkAY0/sx+QzhjHj6XloDWeePpRtRRXsLq7E67X4xg2T+XD1NlZu2ItScP3Fp/D2JxuorGmgX89sbrx4PE/MWkx5dT1+j8X1U07m9Y/XUlnbQE56CjecO5aZH62isrYB01BcNXEMK/cUs6nErcq95OQR7K2pZuXuYgAG5eUwfkgf3lizgcZwGK9lcNHo4awoKmbXATdcHZCTzUn9Cpi9dSv1ITckPHvwQAKEWbTHDYANpTijf39qwwGW73Ov7bNMzuzXn/2BelaVFcee8Un5BXgsg+Vle2Pb+qVn0j8zi43VpVQGGwC31cPI3J4EdYitNWWxY1NMi2FZuVSH6yhuiAbAbmDbPy2LGruO0sbkYLhfejY2IUpjFcPuOTmeFLK9fipDVQSc5DA235+OzzCoClclB8BKk+1JxWcY1Nk1ydXBuIvUZVh+wrqBYCxUjp7rLi7nNzyEdH3SubGA2DBIMZoGxNFq3GgPYg8epSIVxk7yNSLHHSwkjh2jHEw0ljIxFcSrieP3klxRTKSiONzkeocKi51IZXH82KbVxYrEwDja2zh6zwcPjeMBsCYxA24aHEd7GEdbWTTd1n110DB41PePLAxe94duN89KGCxhsBBCdHld5Zvp1rqPq+d9g+eHz01YYR3Uca6YEkIIcXhdZf46Wq1x37t2DaavN7rAdxZGryWtN8CjULSznDuueYTa6gbGnzWcb/3iGkJhm59Me5rSogPk5mfwfz+8jAd/9TqBQJjTzhjGV781hYcf+B/rPt2DZRl8Zdp5vPDix1RVNXDSSf247KpT+OMj79DQEKRHj3SuuvIU/vH8R4TDDqecNABtwdI1bkXumROGkJrl5+0FblBz9oShrN9bSkl5DaahuPa8sWzbX8nHG9zjzxk7mD0HqtlcVIahFJefPorqYID31rh9gAf1zGFE/578d5Ubrg/qkcOZowby1pqNlNe51apnDRtAjR1i+e4iAIb2yGXsgN7M2byNygY3nB3Tqyc5mSnM37EDcCuAzxo8gNpwvCpYAaf360dlsIH15dF+vzC+d28sy2BJ6R7sSJwxIDObXhlpfFpRQn3YDZktQ3FijwIanRCbquPn5/tT6ZeRRUljFfsaayJbNbm+VPqmpVPceIDqUEPs+FTLon9aFvV2Q1LFsAL6pmXiswxKGysJJYSxPsOklz8TmxAVwQMJkaS7CF0PXzqKcEKvYXefgSbT4yfVtKi3awgnBbxgKocsKwWPAQ12bax/cKzCV2lSTR9ewzxIQKyx0KRYXkw0IV0P6KTXj1YB+wwvlqLFkDgxqPUqD0o5kaCYZteKB8UGplLQpKLYDVad5PA3VlXcPCxWCcfFz1GRANhOCoyB5JA46X23atgNmZND43jQHG9PkRgcxyuKk+O0aHVxclCcGCZH3zeSWlx0fh6MXmuP+ew2C4NHfu/IwuD1f+x286yEwa0QBjuOg1W4pRVHKIQQojV1lW+mW+s+bl18IzMGLMGMrrD+Gb+AE0II0Ta6yvx1tFrjvmv2DCbNioTBvs9h5DzYiiM8Op/MW8+vbnuWcMjG5/fwhdumcM7nTuYX3/kXO7bsIz3DzzVfPYvn/vEhoZBNWrqPr3/nQpYv38kH77t9OD93zXjmzFtPfV2AXr2y+NLNZzDz5U/YvacCj8fkisvH8cbs1QSCYU4a1YdxJw/g2Vc/Jhx26JGTxtlnDOflOatwtGbk4ALy8jOYv8JtA9G/IJvxYwbw6sI12I6msEcmg/rm8eFat39vTnoKF44fzrtrNlNRW4+hFFPGDmXJzr2U17oB8LiBhfTMTeedte5icX6PydkjBvHRzt1UN7oh4bCeeQzumce8bdtoCLkh5an9+9CgQ6zetw9ww7HT+vfFNjSfFO2JPEHNxL79sHFYWrI3Fr/1y8yib3YGK8uKYwFwhsfLqPx8KoMNsb7CAAWp6fTJSGdrTRm14XjVbmFaJj1SUthZV5HUR7hXSjo9U1IpDVRRGayPXcdnGPRPzyKsQxQ3JlcGZ3p95PvTqAnXUhOuT9qXYXnJ9aXSYDdQE65L2uczFHm+dJSyqQ5Vo0kOZ9MsD+mWD1sHqbeTzzXR+AyDdI8PdJhGJ3l/NCBOMb14DQtbNxJOqBCOLTSn3ADbZ1hogtgHCXbdamMPllLopAXrEo9zYgGtR1kobDTJr5kY6LqtJcAyLAwcaHYssetG78eIVCG77R9CzY5PvH5ytbER6UlskxiCQ3KVcXIgrCP9hw1oEhwnn5cQGCcsfhcLhiPhcdMAODkkTnhfJW7v6CFyx+wZPGXEEYbBGyUM7hYkDBZCiO6lq3wz3Vr38dMVn+MXvTbGF9Ew+mP0nNNKoxRCCNFausr8dbRa475DRUMxjcgPPXPfwPCe0IojPHq7tuxjxi9eY9ViN4DtOzifr37/Ev7zz49Yt2InXp/F1793CXPeXs2mdW5F7YRJQ+jZL4+3XlsOwMQzh7F1ZxmlpW416ZQLRlPVGODjJe7ibpMnD2P5ut3UNwRJS/Vy+cUn88HSLewurkQpOP/ME/jo0+3U1gfpmZvOhWeO5L+L1lFeVY9SMOW0EazaWUxJRQ2WaXDlmaNZunUP2/e5oeeo/gVkZ6ewYMMOAPr3yGb0oALe/XQLwbDb+uDMEwZQ0djIp0VuuNsvN4vR/QqYv2UHdUE35BtekEd+VjoLd+zC0W5oeMbg/jTqMB/viQbAMKagJx6fybKSoti24Xl59EhPZVVpCbUh93rpXg8n5Oezq+4A++prY8f2zcikIC2NTdX7Y8caCkbk9MBrGWyu3k/Aibds6J+RTarHYkdtOaGEVg6ZHh990jKoCtdRHohfHzR90zJJtUxKAwdotOO9cU0FvVMz8ZqKsmAVIScemio02V4/GZaXOrueertp+wfI86biMRW14ZqEthLR/Q6ZVgo+06DRrk/oLRzZj8ZjKDIsHwq7hYAYt1pXKVJNH4bSBJ36hBA63kbCUBqvYeAzLCDULCSOVvVGF5PzGV4MpXF0IySFpvFAWeFgKPAoC0OB1kHi1b/Jx7phbqRVhWHh/k5bqNnxSdXKaJSKhtdGJIwNt3BOtB9xcmiskiqNnUhwHD/PfT4HD48VOtKnWHGw8Dj+1nKA3LR3cdNrkHR+PCwmuq2FauTYljYJkztmGHzB8OlHFAbP2fRgt5tnJQyWMFgIIbq8rvLNdGvdxyNrz+L23JJ4GOy7GiPnd600SiGEEK2lo8xfM2bM4IEHHqC4uJjRo0fz0EMPcdZZZx30+Pnz5zN9+nTWrl1LYWEhP/zhD5k2bdoRv15r3He4eCiGMtBaY/TaFJ/z2pHWmnlvruRv979JZZkbKp51yUnUNARZsXgrhmlwxY2n40vz8fJziwgFbVLTfEw89wTmvrcOx9GMPWUABf1yeOedNWgN2dmpjD11IHM/3IDWMHhwPtpjsHWH2xZhyMB8evbKYsGyrbGPa8Mhiva77Q5OHFZIRnYKH65yA+XePTLJ75nBii1uANs3P4sxQ3ozd81WGoIhDKWYNHoA64pKY1XBE4b0xeu3+HDTDgAs0+D0Yf35dN8+KurcdgtD8nPpl5/Noh27aYj0Ch7WM4+UFA8ri0piz2hUr3zSUrwsKy4i7Ljh3aDcHLLT/awu3UcoEt6mWR5GFeRTVF/DnppoqwXNyB75+L0W6ypLabTdAFYpGJHbgzA2W6vLY69lKBianYdhwraasljLiWgwnOaxKGo4kFRJ7DNN+qVlEtIhShJ6CYMmxbTolZpOSAcpCyS3f7AMRUFKOqahqQhWY+vk1gdplodsbwohJ0B1k8phQ2nSTA8ZHh+2DlHXpDo4urhcpsePRykanfqE9hLuMWakRUSa5cNjKEJOQ0ILifh1lNJ4lOEuNKccQk5DUkicWElsKo3P8ERaSQTQTULT2MJ0kWDWa1iYsYripscmBNBoVDQsBiDU4vHxYxMrl6M9i1sOf6NjSq4c1pgYkbYPNiS9VsKziZ6vmlxLEas4JrYIXvxcaBoANw2Po9tablsR1VKIHHtrMUhWkc97zauRSTiOpOslbFFNPo7tVwn7o3fpweyAbSIuGPbdIwuDN/+p3efZ403CYAmDhRCiy+so30x/Vq11H//ZdDJXZ9TFvzHOehQjZWorjVIIIURr6Qjz1wsvvMBNN93EjBkzOOOMM3j88cf5+9//zrp16+jfv3+z47dv386YMWO49dZb+eY3v8nChQu57bbbmDlzJtdee+0RvWZr3HdHXt+lrqaBZ//0Lm/9+yMcR+NP9TJgVCEbPnUXQbMsk1PPGUFxSTXbt7gVtkNG9WbXngMEGkN4vRYTzxrG5u37KdrrVu2OPLEP2/aUU18fJDs7lfETBrJo+XZq6wIoBePGDmDdthLqGoKk+D2cMm4Ai9fsIBiyUQpOPXEAW0rK2X+gDg2MG9mXbfsqqKyNhLmFeWRm+Vm2xR1jVpqfQX3zWLWzCNtxI4Wxg3oT0A5r97pjzvB7GdGvJ58W76M+6AbAPTPTGFSQy4q9xTRGWkUM65lHZrqfFXuLYwFwfkYa/XKzWLt/Hw1h97jclBSG5Oeyu7aKolq3169GMzQ3F8sy2VAR7wvsMQyG9cijUYfYWlUR257u8TAwO4eacCO7ag/EthsKBmVlow3Nztrk9g9ZPj8FqWlUBOuSWkaApiAljQyvl8pgTUKbCXdfD38KmR4vtXYD1aHk8yxD0dOfhmFoqkI1hHVycGkpyPOloZRDTagOp0mwaSpNuuUl1bIIOo0JC9a5+6P9gVNNL37TJOQECOnm7RdM5WApRZrpxVAOQacR3VLVbWTRtxTTi2lA2AniNGkRkdjCwQ2K4+Fv82OjrRsirR8gEhaD1s3DXyApxFWxVhEWBhp9uPA3ITBWkYpht39x0/MS7iX2Z2IIrCOLz0UXqAs3Ozc+1miVcHzsbnAbvXY0QG4p/I0HxnDwEDl+XGIbipYjviMJk2nxmPi1D3ZdVApZvTe1uP9ItFkYPOTOIwuDtz501K99ND8kfeWVV3jsscdYuXIlgUCA0aNHc++993LRRRcd1X21JgmDWyEMtm0HTx8Jg4UQoqPqCN9Mt4bWuo+Ptg3n9NT4x6rnEpSR1QojFEII0Zo6wvw1ceJETjnlFB577LHYtpEjR3LVVVdx//33Nzv+rrvu4o033mD9+vivDE+bNo1Vq1axaNGiI3rN1gyDHQeswmMPKdrSlrV7ePRnr7Jx9W400HtAD0y/xZ6dbvWqBvoP70VR0QG333Cqh5yCLIr2HgDA8poMGt6LLdtKsW2HlFQv/mw/ZeVu1XGPHunk985i7aZiANLT/WTkpLCnxD1/QN9c0rNTWL3ZrQJO8VkMHJjPp9vdSt3crFSGDujJqu1F1AfcMHd4vx5UB4MUVbiVr0N655KVlcqKHXuxHbeGdGS/nlQFA+ypcCtn89JTGVKYx8bSMirr3XA5w+9jUEEO60vLCETC3rz0FAb0yGVLeTkHGt3WCT7LZGhBHrtrqmLbNJqBuTmk+j1sLC+LBanpXi+DcrOpCDQkVAtDqseiX3YWpY21VATiC8N5TZMBWZk0OmH21MWrfBWavplZ+C2T4oZqGhLaP1iGQWFaBlo5lDRU4xCvJjZQ9E5LwzRgf6AaJ6HSWAEZXi/ZXh/1dgO14eTWEEppsrx+0iwPDU4DDXbTdgwav2mR6fGhsakNJ7Z1iLZ+cKuT0ywPDmEa7IYm1yDSo9etELYMCDqNzdpQJC7OlmJ68BgGtg40qySGhF68ym0RYSqwdRDnYJW8sbDYDX/dlhLBFgLo5BYO7uuAR5koNJpQbAxNx5MY5KrIYnTR8NYNfw9znopXAruvrRKqhlsKjqNBrW4SAicGytFA1UG1cA0g6Z6joXFyCKxjLSOMSGWuGyQ31VI1cuJYWw6ZITEUbrmauPl1I8crP336bDvIGYfXZmHw4DuOLAze9vBRvfbR/pD0zjvvpLCwkPPOO4/s7Gyeeuop/vCHP/Dxxx8zbty4Y7rHz0rC4FYIg0M2+Pp0zC8whBBCdIxvpltDa93Hlp2DGeyzYh8bvWQOE0KIjqi9569gMEhqaiovvfQSV199dWz7HXfcwcqVK5k/f36zc84++2zGjRvHww8/HNv26quvcv3111NfX4/H42l2TiAQIBCIh1/V1dX069fvmO/bcRz0vhEopagLQ0bfjjvPOY7D/178hKf+8Da1VW54p5UiNTuF+oZQ5GNIyUqloSGEBjKyUvCk+iiPhL6mxyQtJ5UDVfVooLB/DlV1AWpq3cAxKzsVw29SXulW/Rb0yqSytoHGgBvu5ednYPpM9kZaR+Rkp+JYiopqt5o1xe9hQN88Nu3dT8h2488hffPYU1EVq+7Ny0ylZ48MNhSVxkLhwb1zKa9viAXApqEY3ief/fV1lNa4rQ58HpNBBbnsraqmqjH+b2BoQR71dog9VW6oq9EM7pGL5THYUlEea+lgGYqBPXKpCNRT1hCvvk3zeuiTmcn+xjoqGhti18jy++mVkUZ5oJ6yxvjxSrk9hm3lUFyf3OIh1eOhZ1oadXaAikByhW+ax0NeSgqNTojyQHL7Bo9hkJ+SgqGgMlibUP3rBm1+yyTX58fWYapCdQkRpbvfMiDHl4JhaGrD9QmtJdxj3NYLkcXjcKi3m7d0cNs5QLrlxWMogk6gWQsJN/R0MIEUy10cztahZr2Io8dFw1y/4Tlo+AskBaumUngMC6UcbN08yE0Mi6MBsCdWvetEwl9aOCex52/8tUxl4C5c17zlQ2J4m9jqIRqKmrHgOHGRucTz49XCiYFvYhWw2+tXR4Lfg1X9JgS/SffRdB8JQXLza0FyqKua3E9L2+PnxLcf7LqJx0KT8DjyprWHEf13Nr3IEWuzMHjQt7GMw4TBToA52/98VK99tD8kbcno0aO54YYb+NnPfnZEx7c26/CHiMMJazj0Py8hhBCiY6iuqiPHTPxC0t9uYxFCCNGxlZWVYds2BQUFSdsLCgooKSlp8ZySkpIWjw+Hw5SVldG7d+9m59x///384he/aLVxf7rhW4zOcd9/dVdfbu7bapdudYZhcOkXTmfyhWN4+/mPWfrBBjas3EVDZb2bspgmyjJoOFAPpoHhMamtakBXNaCUwpvqJRCyqSqtwfSYYCmKd1W6oXGmn7DSVB1wQ+K0TB8B26a0pBoN9CnMpqK6nv37a9BAdpafsAGVkeP7FmTR6NiUVdWxYUsJlmUwoCCb3WVVbNtTjlIwrG8PSqpqKK+up7y6Hq/HZEDPLHaWV7K9uAINDOqZjW3ArvIDrN9digZ656SDqSiurmHDnv1ooH9eFoal2FFxgC37ytFAVoqP3IwUdh6oYntZtH2DZmBeNkFtU1Rbw5bS8ljQ2zMzjX31tVQHA2wqc7enWB56ZaZR2lBPdWOA6sYAGo1lmPTOTCeETUl9LburoyGwIiclhQyfl4pAHXWhEDsOVMX25aWkkOK1qAjUUxcKUxeqif5tkuKxyPH5qbUD1IUDFNXVx85TyiTb6yPFMqkJN9AQDrM3HN3vVsmmWR7SPB4CToAGO0hpQ2Ps2koZGMpd0M5jKhrsRhodm8bYD1LMpAphn2ES1iGCTojKYDg+Djyxal6/YeGJhL9BbIIhJ/Z64E2u/MUEBWFChJSm0dGxsSusWNsHQ2lM7W5RysFWYUKKyPEK8DSvnlUaQ3siC6nZYGjitdNm5DWaLCoXPddR7p+GgzJ0QvZqcqjw1lAa5UTDVo1h6Og/r9h9uU+ieWgbq9rV7uspHQmCjZbD2qYVw82vF3lfa5SOVP8azS7DwYNkksaFbr4Pou0uaEHT4xLOVc23Ra8VHbfdNHPvKBxN8zC+pWPcADmRz+fD52ue9AWDQZYtW8aPfvSjpO1Tp07lo48+OrJhOQ41NTXk5uYe0fFtQcLgVtCgIa29ByGEEEIcgaVLtjJpZMJXl+bAdhuLEEKIzqHp4mta60MuyNbS8S1tj7r77ruZPn167ONoZfCxOmnUDD7esBy/8/8YmvPY4U/oALLz0rnx9incePsUag7Us+KjzSz9YCPLPtxIeWkNyjJAa7TtgKFQhgGGIlgXcJ+raaBDNjoEyjIwPQb11Y1oQBngSfHQUB1AA95UD0HbpqToABpISbHQpqKmyj0+Nc1DUDsU76ty9/ssUjN8lFfXsyfSo7hHXhplNfVs3V2GBnIz/SjLoLymnh173RC4V490Smvq2FV6AACfZVCQm0FJTS37KmvRgN9rkpuVSkl1LXvK3cDVVNA7N5OqQCM1DQFqGtxx98nOwDGguKaGXZFjLaXomZ1OVbCRmsYANZGg12ua9EhLoTocpDYcZEdFFRq3WjfX56fBCVNtB9lzIBrkKtIsC69pUKUDVDY0UtnQiJv0KdKUhaUUNSpIeUMjNBDb58fAi6LRtGkI2TSE6tx9GBho/LYBhibgcagMBKkMuOcqTAw0vrAbuIW9mhptUxOKVqS6AbEV1pi2Bo/G9ioqA6HYmBUWhqExbAcjpFCmRvsVtdqhNtaOwIoHqDYYYY1japQPQrGwzEBFqlljAXDIDSYNr0aZEO84HA9zo0GxcjQqDIapMTwJ4Zs2cEPqxHYPkdDTjlTRmu714+eY4OhYcNk0gMWOhLdmk4pWR4OTXJGcWDXshq1ucGsYGtU0bLXjgaiR8HpNPyYS2BpGwuur+BgSw1pIDlVjY4iFqpGPVQvVuXbCMSQ+h4NV/cavnfy6Ta6rm+ynpddJCIFbumaTjx198PmgXWnHfTvcMdBszvn5z3/Ovffe2+zwY/khaVN//OMfqaur4/rrrz+i49uChMGt4EDAQ4/2HoQQQghxBP63ZB1njUr4gs0/pf0GI4QQokPr0aMHpmk2+wa3tLS02TfCUb169WrxeMuyyMvLa/Gcg1VgfRYTTzgF+LhVr3m8ZGSncvalYzn70rFordm+oZilH2zkk3nrWb96N3ZYg2GgFSjTANNAOQ7aMNwkNQxO2HHDLtNAabDrQu7HliJcH3J/tdtUmJYi2BCOhcamZRCoc9tRWJZCWQbBQJhgIIyhwPIYBNFUltdhKLfNQxDNgWjwrNzQtxGH0jI38PWZCgwIhB32lroBsyfy++XBoE1JpDLZ42arBL1QVO5WLxtaYzqakE9RHAluFWCE3FJEO9WkpLIWHQnVzICN41OEfQ4l1XXudgVmwMGxIOzXlDbEe+kaYY0Ka+wURT029WHbjbci56A0dqqiTkVLHyP7Gt19Toqi0dA0ot12tEqhHI0VAu0Fx2tQb0bOCxvu6Y7GDIH2amyPQX00lbEjlapKYwYdDMDxQ9A03CJXgFAk3FQaM+SGg9qrsA0DvPFjlIoEqVpjhDXa1Cgv2G7BryucELgq9zilQVmRcDb6mk58XPEw170PQ0WOV8TTpcTrJoaxTmQ8ZiSIjYax2n12Tat+Y8GkE6nsjYa/0S9j7cR2FC2FpZGqXUAlBreRe4oFx02D38TK3WhwHX2/6TWiY4TkwLiFYFU1rdZNvJYmqZo38bpJ11JHcFwLLR9aHFPk4TQPeJvvS17QrvnrhO2OGgbrWPh9yGOA3bt3J7WJONycdLQ/JI2aOXMm9957L6+//jo9e/Y87PFtRcLgY7Sr5GX6Rv6it9VkMLSdxyOEEEIciY+ripO/SPRf2W5jEUII0bF5vV7Gjx/P7Nmzk3oGz549myuvbHn+mDRpEm+++WbStnfffZcJEya02C9YHJpSisEjCxk8spDrv3ketu1QUVrNvr2V7N5aytoVO9m+uYTiogPUN4TQtkIbBspQaEOhbI1WCmUqtKncQjlDg6lQWqNtFQnmFEqDdhz36wQDdBicsI2h3GJNDLAjIWWk4JNg0I4FyUprtMcgGIosaqU0GLhLfdmR8Eg7YCocU6E1GBqwHRyPwo78/roKuscpBdprYJsKFQZwg1vHp9AeN6lUIVCOW9nn+Awcv+UGwCE3rMTROH6F4zVj23HAsB1sn0JbBtrCDYRsMEJuCOb43HMAiGwzIuGj41fYvsg+2w0V3dAVHA9oyyDkdcdLMPJsHLcqV3tBmwbh6P4QkdDNwQgrtAHaq3CsSFIaTq4qNcPgmAo8YEfDWtutslWRkNhwNIYD2tJuoBs9LhgPSmOhqwOOoVEWzcLZpMrcSEsFA/eaSaFsZIxJQW4kiI5V0Eav7ZaRRtozxMPTpABWR943mgSbiZW7TQJbo2nQ2TS4tVuq0k0IWJtsbzlYTWi10DSATvg7ip3fbH9L12ohjG2ycFzS2Fqo0qXptXUL+1s6JyHwjY6FJvvjl23pteLnOYcpvm03R9EmIjMz84h6Bh/LD0mjXnjhBb7+9a/z0ksvccEFFxz2tdqShMHHqKjyafrmuO8v2DqIqePadzxCCCHEkSjLqiG2TrAGwxrQziMSQgjRkU2fPp2bbrqJCRMmMGnSJJ544gl27drFtGnTALfFw969e3n22WcBmDZtGo8++ijTp0/n1ltvZdGiRTz55JPMnDmzPW+jyzBNg/ze2eT3zmbMhEFccsPE2D47bLN1YzErFm1l84YiinZXULa/htr6ICEbt2rVcMNKbIVWCm1oNzQ2oqGx+7HWChyNVm7wq7QbGblBMigSgmXDzX1RCh3UblAcCZixAYfo75qDYcS2KaUjIbOBEdmmo6WcpuGGzCF3m2G4lcxYChW9pnZfG9NNGlXIfV3DBseMbDdBhSJjdCKhtqnQlomKBLmAG4pGglzAXRhIAdrdpz24ldcAwWi5qUbZCm1ptGlgR0PlyDjcSlg3lNWG4Y4pGh6r+OtigjbNeLgbCZ+j4R86cu8GSceoaEVvtOpWuRW9diTMj1W/qiaVrxrsxIDWoXlQHA0ydaSqNrGlQkIoGzuuSYVp0+Oxm1TwKpq1YnDv5zCvc9D3m4etzcLhFoPgQ1TrHq5SNuljEnrrHiSkbVaBm3wv0Wu0WPXbUgVvC6FsyxW8h97PQY6Jvn58e+Q4TbNjO26biCOvDD5Sx/JDUnArgr/2ta8xc+ZMLrvssqN6zbYgYfAxyrJ2Am4puK/+8nYejRBCCHFkUvvWJH18JL/OJIQQovu64YYbKC8v55e//CXFxcWMGTOGWbNmMWCA+8PE4uJidu3aFTt+0KBBzJo1i+9+97v85S9/obCwkEceeYRrr722vW6h2zAtk+Gj+zJ8dPMV8+ywzc5t+/lk4SY+/mgrRXsrqGsIEgg6bq5qqEgoabiVotHKYnflrVgorB3AjrwfecOIB8VKRfIXR4HSsWOUisRKDpFQONITwoHI6l5uuGq4FcPoyGtGt9m4IbBBQrAcOT9yrOHW/rqhd2R7LMWKli9HA2AVCbSVWyWNUqhIAKwNMLSKBN0qEmrHEzCFe28YbtuHaNgZvQ+lo89GoRP3q+T9GAqb5P3RiltDR86PhqpJx7g35oaDyg2Zo/eYWEkcCRDdv4pIIK6Sr5dUmZsYRCYGs9F2CLEgt4UQuGmQ6zS5VrPg9tCVptGQ2z33EMHzwQLgQwS3TUPbQ4XINAuLm5zbwrb4PcVDxuQQt4XgVR0kiE3YHj8n+frJIa8+6LUS7yd2/YTxRZ9T4r74o0kMrGl2jaPMU48fzRGEwUd/2aP9IenMmTO5+eabefjhhzn99NNjVcUpKSlkZWUd/QBagYTBxyjPG4i9/60rP9eOIxFCCCGO3OjC+DfsLTQVE0IIIZq57bbbuO2221rc9/TTTzfbds4557B8+fI2HpU4GqZlMnh4LwYP78UXvnp20j477LB3Tzlr1+xh+bIdbNmyj9KyGhoDNo7CDRMN3IraSMAZC4ITgmKiAbFKDoK12x8iIRiOhsXu+URyYR1JsZSKHudWK8fCZwVE+nJqIudGwmEVTfWiYXMkXHav51Yxx5K/aJgc/TooFuSqWFgLxKqGE/dFVvty86WEUNktj8QNjsENUBXJb7jXaR4QRx9C9PUiIbGTEEBHxh19Tiry3Gl2XJPAMfG1nfi+2KNQTULPgwSz8XOaXyMuOYhOCmGjAeKhXqdJ9W1y+4b4+yR8nHhuYpCZFAYf5P2DjiHh/mjh2onPJfr+4apsk4Plwx9Pk3Oa728azMaPi94jSec1Pybxms2PjRzf5FuF5OPj99NRs+C2qAyGo/8h6eOPP044HOb222/n9ttvj22/5ZZbWpxDjwcJg4+R34j/g8nKOnxfESGEEKIjuLDn9lg1sFa92nk0QgghhGhvpmXQf2A+/Qfmc8nl45L2aa2prm5g965y1q7by4aNxezaXc6+8lrqgiFstFtdm1AJG209gQFONDBODI4jIa5O2p4QcEYD4ei2SMuF6HGQcA0HN2CFhHA4GoLGt0evraJhbuT+VDScdRL3JYTIsX2R149dT8XGmhj26ljgquLJWsL7sTYYiaF0wjEa3KA4llzqhNdVzQLMxKC46esmVadGA8KEZDHx42aVpqpJCJsQ6saPTzhHtRB6qoNfL7498brNX9M9pOnrNglPmwSbhwtIWw5hmwfAKJI+VgkHqxbuIXE7RH8ucPAAO3HM8f3J10g8tnk4q5vdZ9Pq5Pj9JzyLxHts8XWi5zcPSZseEx2H7qhtImwbtH3oY5zD7D+Io/kh6bx5847pNdpSm4fBM2bM4IEHHqC4uJjRo0fz0EMPcdZZZx30+Pnz5zN9+nTWrl1LYWEhP/zhD2Ol1lEvv/wy99xzD1u3bmXIkCH85je/SerVcTx4O+i/dSGEEK2jq85fkzMOxN43Um45rq8thBBCiM5FKUVWVipZJ6Yy5sR+LR4TCIapqKhj5679rNtUzPadZewuqmR/VS11jSHCjsYxIr2ElXID4mhgrKKBcfzjaGCs3MaysdA12ukhekw0fdQJfyZth1iYnBgwQ0K4Gw3MkvappFAa3HYVsX3R65H4Wk0C5ISAOLY/cj6x8xJiPqWbb4+E0y1dJ/EYHU8kE3bFj4u9jEoOHePHJ4R+BwuNk46PX7/F4DhpOE1C1RYC4kNub/JxUtibGMKqhP1NXj8xQE0eU2KVb3R/QkCe+JrJF0gOcUmQFOg2D34Tn3WTfwLJ4axqct2Wjmn6si1mVLrZOUd03WbP4NC6W2VwV9CmYfALL7zAnXfeyYwZMzjjjDN4/PHHueSSS1i3bh39+/dvdvz27du59NJLufXWW/nXv/7FwoULue2228jPz4/1mFq0aBE33HADv/rVr7j66qt59dVXuf7661mwYAETJ05sds22YhzpfxVCCCE6na48f/X2uM35tNaotC8dt9cVQgghRNfk81r07pVF715ZnH7a0IMeFwyFqaysZ8feMnburWTbrv1s21NOaWUNdY0hgiGbkHawtRtwOkq7fYyjIXJiyBqtQiYSqEXbVkCzgDjpT4hVDycHwfGAOHY88XNiFbfN9sVD4KbXbGk/0Cws1srt/Ru9ZvzPhHMSK4qTjtNNzokGy01eL9qLg+Rj3bC0aZCccO3EbUnnJG9LCpBjQ08ONxMjQ0PFt6mkcxK2HSTETW69EB9Pk5ePj58mDlMlqxKCeUXz+2h2bsK9NX+tQ34Y4TTbcsi4KWkMRxdkNrtz3eK78W0tVfzGflLiDsb9z89sflxH4MRD+UMf0/0ordsuBp84cSKnnHIKjz32WGzbyJEjueqqq7j//vubHX/XXXfxxhtvsH79+ti2adOmsWrVKhYtWgS4vTmqq6t5++23Y8dcfPHF5OTkHHSF2kAgQCAQ7/FbXV1Nv379qKqqIjPz2Fo8hPYOwTRNtNaYvTcf0zWEEEIcH9XV1WRlZR3x5/2uPH+Fi4ZiGIbMX0II0Qkc7fzVVXTX+xbJHMehtLyGXcWVbN69n33ltVTW1HOgpp7K2kaqGxqpCwYJhGyCjo1NvDpYq0gNbaRdBSq+D0iqOAaaBM3utqQAuWlQnBS0NtlP4n4de73ocUnnHO0xiccl7E/8OF49nPAW26+bnNckTG6WqEaOafZazUNoFQ3Uk8bTpCq1SSjc9HXjwXByG4aDajLGpu0bmh/ewr20lJEflaOM1HT8j/jrqcj/u38aShH9n7u2o4FhGJjKwFImlmHgNSy8hkmK6SXF8pBiekn1eEgzvaRa7vuZnhSyfSlkevxkeHxkevxkev2kW35SLQ+WYWJ0gDVEWvtzfvR6U3JuwTK8hzw27AR5r/KZbjfftFllcDAYZNmyZfzoRz9K2j516lQ++uijFs9ZtGgRU6dOTdp20UUX8eSTTxIKhfB4PCxatIjvfve7zY556KGHDjqW+++/n1/84hfHdiMHIauvCyFE1yTzlxBCCCFE+zMMg175WfTKz+K0kwYe9fmOo6ltCFBWVcf+A7Xsq6ihuKKGqvoGahuD1DUG3UC5MUhNIEhjKEwgbBMMhbG1xiH65oaxjk4IiBOCW1SktlO18Ea8gjkpbE0KlCN1r+ogIa6KVHQeLOhtEmwe9NjoBwcJQpPOaWFfS8FznI78r4XzDnbO4b4kbRpGN93dYtWtG6dGv95VkeMMpVBKYWBgKIWlFKZhYCkDyzDwmCYew8RnmPhMC79l4bc8pJoeUj0efJZFuuUj3esl3eMl05NClt9Husf9OM3ykub1kmp68JgWZuT1RDvT+vCVv9ImonWVlZVh2zYFBQVJ2wsKCigpKWnxnJKSkhaPD4fDlJWV0bt374Mec7BrAtx9991Mnz499nG0suqzKAuZ9PDYaPc3V4QQQnQRXX3+qg4rMkyHsNNhf6FLCCGEEOIzMwxFZpqfzDQ/gwvz2vS1HEcTsm1Ctk1DMEx1fYD6YICQ7RC2bcK2Q2MoTG0gSEMwREMoRH0wRNB2MwVbOwTCYcK2Q8h2CDkOIccmbNs4kQ4PGu2G1BrC2sHRDmHHfVO44WNiuwRHxSNaR2sMQ2EYhlv8HDkwGpIqpUBrTNPAYxqYkSpU04zsxw3nlQKfaeK1LLym6b5ZZiRMjZ6nSPV5SYkEqikeC59p4TENLMM9x2MapFgevKaJZbqhrCEBqmht+gjaREgY3Daa/sestT7kf+AtHd90+9Fe0+fz4fP5jnjMR6LXgI2tej0hhBAdS1edv3L6bQKOwxcAQgghhBDdhGEofIaFz2OR7veRn5nW3kMSQjgOqOY9mZPow+zvotrse8EePXpgmmaziqfS0tJmlVFRvXr1avF4y7LIy8s75DEHu6YQQghxNGT+EkIIIYQQQohOTiqDD8o4/CHHxuv1Mn78eGbPnp20ffbs2UyePLnFcyZNmtTs+HfffZcJEybg8XgOeczBrimEEEIcDZm/hBBCCCGEEKJz07Z9RG/dUZv+luj06dO56aabmDBhApMmTeKJJ55g165dTJs2DXB7Ie7du5dnn30WcFdef/TRR5k+fTq33norixYt4sknn0xaZf2OO+7g7LPP5ne/+x1XXnklr7/+OnPmzGHBggVteStCCCG6EZm/hBBCCCGEEKITczQoqQxuSZuGwTfccAPl5eX88pe/pLi4mDFjxjBr1iwGDBgAQHFxMbt27YodP2jQIGbNmsV3v/td/vKXv1BYWMgjjzzCtddeGztm8uTJPP/88/z0pz/lnnvuYciQIbzwwgtMnDixLW9FCCFENyLzlxBCCCGEEEJ0YloDh+sZ3D3DYKV197vz6upqsrKyqKqqIjMzs72HI4QQoo11lc/7XeU+hBBCHJnu+nm/u963EEJ0R639OT96vfOs67CU55DHhnWIueH/dLv5RhYTF0IIIYQQQgghhBBCdB3a4fCVwYfZ30VJGCyEEEIIIYQQQgghhOgytKPRh+kZ3A2bJQDdNAyO/mVXV1e380iEEEIcD9HP9519spf5SwghupeuMn8dLZnvhBCi+2iruS6sA4et/A0TatXX7Cy6ZRhcU1MDQL9+/dp5JEIIIY6nmpoasrKy2nsYx0zmLyGE6J46+/x1tGS+E0KI7qe15jqv10uvXr1YUDLriI7v1asXXq/3M79uZ9ItF5BzHIeioiIyMjJQSh3zdaqrq+nXrx+7d+/uFI2mO9t4ofONubONFzrfmGW8ba+zjflIxqu1pqamhsLCQgzDOM4jbD0yf8l420pnG3NnGy90vjF3tvFC5xtzd5q/jlZrzHed7d8DdL4xy3jbXmcbc2cbL3S+MXe28cLhx9wWc11jYyPBYPCIjvV6vfj9/lZ53c6iW1YGG4ZB3759W+16mZmZneY/Quh844XON+bONl7ofGOW8ba9zjbmw423K1RUyfwl421rnW3MnW280PnG3NnGC51vzN1h/jparTnfdbZ/D9D5xizjbXudbcydbbzQ+cbc2cYLhx5za891fr+/2wW8R6P7/HhZCCGEEEIIIYQQQgghujEJg4UQQgghhBBCCCGEEKIbkDD4M/D5fPz85z/H5/O191COSGcbL3S+MXe28ULnG7OMt+11tjF3tvF2BJ3tmcl4215nG3NnGy90vjF3tvFC5xtzZxtvZ9MZn29nG7OMt+11tjF3tvFC5xtzZxsvdM4xd3XdcgE5IYQQQgghhBBCCCGE6G6kMlgIIYQQQgghhBBCCCG6AQmDhRBCCCGEEEIIIYQQohuQMFgIIYQQQgghhBBCCCG6AQmDhRBCCCGEEEIIIYQQohuQMPgYzZgxg0GDBuH3+xk/fjwffvhhew/poO69916UUklvvXr1au9hxXzwwQdcfvnlFBYWopTitddeS9qvtebee++lsLCQlJQUzj33XNauXds+g4043Ji/8pWvNHvmp59+evsMFrj//vs59dRTycjIoGfPnlx11VVs3Lgx6ZiO9JyPZLwd7Rk/9thjnHTSSWRmZpKZmcmkSZN4++23Y/s70vM9kvF2tOfb1P33349SijvvvDO2raM9445K5q/WI/NX25P5q+3J/HV8yfx1/HSW+a6jz3XQ+eY7mevaXmeb7zrbXAcy34m2JWHwMXjhhRe48847+clPfsKKFSs466yzuOSSS9i1a1d7D+2gRo8eTXFxcextzZo17T2kmLq6OsaOHcujjz7a4v7f//73PPjggzz66KMsWbKEXr16ceGFF1JTU3OcRxp3uDEDXHzxxUnPfNasWcdxhMnmz5/P7bffzuLFi5k9ezbhcJipU6dSV1cXO6YjPecjGS90rGfct29ffvvb37J06VKWLl3K+eefz5VXXhmb3DrS8z2S8ULHer6JlixZwhNPPMFJJ52UtL2jPeOOSOav1iXzV9uT+avtyfx1/Mj8dfx0tvmuI8910PnmO5nrOsaYoeM858421x3JmKHjPN+mZL7rBLQ4aqeddpqeNm1a0rYTTjhB/+hHP2qnER3az3/+cz127Nj2HsYRAfSrr74a+9hxHN2rVy/929/+NratsbFRZ2Vl6b/+9a/tMMLmmo5Za61vueUWfeWVV7bLeI5EaWmpBvT8+fO11h3/OTcdr9Yd/xlrrXVOTo7++9//3uGfb1R0vFp33OdbU1Ojhw0bpmfPnq3POeccfccdd2itO/6/4Y5C5q+2I/PX8SHz1/Eh81frk/nr+OpM811nmuu07nzzncx1x0dnnO8621yntcx3ovVIZfBRCgaDLFu2jKlTpyZtnzp1Kh999FE7jerwNm/eTGFhIYMGDeILX/gC27Zta+8hHZHt27dTUlKS9Lx9Ph/nnHNOh37eAPPmzaNnz54MHz6cW2+9ldLS0vYeUkxVVRUAubm5QMd/zk3HG9VRn7Ft2zz//PPU1dUxadKkDv98m443qiM+39tvv53LLruMCy64IGl7R3/GHYHMX8dXZ/432RH/24+S+attyfzVdmT+On4643zXWec66Lz/hjvi54mozjbXQeea7zrbXAcy34nWZ7X3ADqbsrIybNumoKAgaXtBQQElJSXtNKpDmzhxIs8++yzDhw9n3759/PrXv2by5MmsXbuWvLy89h7eIUWfaUvPe+fOne0xpCNyySWX8PnPf54BAwawfft27rnnHs4//3yWLVuGz+dr17FprZk+fTpnnnkmY8aMATr2c25pvNAxn/GaNWuYNGkSjY2NpKen8+qrrzJq1KjY5NbRnu/Bxgsd8/k+//zzLF++nCVLljTb15H/DXcUMn8dX53132RH/G8/SuavtiPzV9uS+ev46mzzXWee66Bz/hvuiJ8nojrbXAedZ77rbHMdyHwn2o6EwcdIKZX0sda62baO4pJLLom9f+KJJzJp0iSGDBnCM888w/Tp09txZEeuMz1vgBtuuCH2/pgxY5gwYQIDBgzgv//9L9dcc007jgy+9a1vsXr1ahYsWNBsX0d8zgcbb0d8xiNGjGDlypUcOHCAl19+mVtuuYX58+fH9ne053uw8Y4aNarDPd/du3dzxx138O677+L3+w96XEd7xh1RZ3pGMn8dfx3tv/1EMn+1HZm/2o7MX+2nszzTrjDXQed53tAxPw9Hdba5DjrPfNfZ5jqQ+U60HWkTcZR69OiBaZrNfqpcWlra7CccHVVaWhonnngimzdvbu+hHFZ0Jd3O/LwBevfuzYABA9r9mX/729/mjTfeYO7cufTt2ze2vaM+54ONtyUd4Rl7vV6GDh3KhAkTuP/++xk7diwPP/xwh32+BxtvS9r7+S5btozS0lLGjx+PZVlYlsX8+fN55JFHsCwr9hw72jPuSGT+Or466n/3R6u9/9uPkvmrbcn81XZk/jr+Ovt815nmOui4n4ePRnt/nojqbHMddK75rrPNdSDznWg7EgYfJa/Xy/jx45k9e3bS9tmzZzN58uR2GtXRCQQCrF+/nt69e7f3UA5r0KBB9OrVK+l5B4NB5s+f32meN0B5eTm7d+9ut2euteZb3/oWr7zyCu+//z6DBg1K2t/RnvPhxtuS9n7GLdFaEwgEOtzzPZjoeFvS3s93ypQprFmzhpUrV8beJkyYwJe+9CVWrlzJ4MGDO8Uzbk8yfx1fneW/+8Np7//2Zf5qHzJ/tR6Zv46/zj7fdaa5Djre5+Fj0d6fJzrbXAddY77rbHMdyHwnWlGbL1HXBT3//PPa4/HoJ598Uq9bt07feeedOi0tTe/YsaO9h9ai733ve3revHl627ZtevHixfpzn/uczsjI6DDjramp0StWrNArVqzQgH7wwQf1ihUr9M6dO7XWWv/2t7/VWVlZ+pVXXtFr1qzRN954o+7du7eurq7ukGOuqanR3/ve9/RHH32kt2/frufOnasnTZqk+/Tp025j/n//7//prKwsPW/ePF1cXBx7q6+vjx3TkZ7z4cbbEZ/x3XffrT/44AO9fft2vXr1av3jH/9YG4ah3333Xa11x3q+hxtvR3y+LUlcnVbrjveMOyKZv1qXzF9tT+avtifz1/En81fb60zzXUef67TufPOdzHXtP+aO9pw721x3uDF3tOd7MDLfdVwSBh+jv/zlL3rAgAHa6/XqU045Rc+fP7+9h3RQN9xwg+7du7f2eDy6sLBQX3PNNXrt2rXtPayYuXPnaqDZ2y233KK11tpxHP3zn/9c9+rVS/t8Pn322WfrNWvWdNgx19fX66lTp+r8/Hzt8Xh0//799S233KJ37drVbuNtaayAfuqpp2LHdKTnfLjxdsRn/LWvfS32OSE/P19PmTIl9sWF1h3r+R5uvB3x+bak6RcXHe0Zd1Qyf7Uemb/ansxfbU/mr+NP5q/jo7PMdx19rtO68813Mte1/5g72nPubHOd1jLfibaltNb62OuKhRBCCCGEEEIIIYQQQnQG0jNYCCGEEEIIIYQQQgghugEJg4UQQgghhBBCCCGEEKIbkDBYCCGEEEIIIYQQQgghugEJg4UQQgghhBBCCCGEEKIbkDBYCCGEEEIIIYQQQgghugEJg4UQQgghhBBCCCGEEKIbkDBYCCGEEEIIIYQQQgghugEJg4UQQgghhBBCCCGEEKIbkDBYiC5i3rx5KKU4cOBAew9FCCGEOGIyfwkhhOjqZK4TQnQkSmut23sQQoijd+6553LyySfz0EMPARAMBqmoqKCgoAClVPsOTgghhDgImb+EEEJ0dTLXCSE6Mqu9ByCEaB1er5devXq19zCEEEKIoyLzlxBCiK5O5johREcibSKE6IS+8pWvMH/+fB5++GGUUiilePrpp5N+9ejpp58mOzubt956ixEjRpCamsp1111HXV0dzzzzDAMHDiQnJ4dvf/vb2LYdu3YwGOSHP/whffr0IS0tjYkTJzJv3rz2uVEhhBBdisxfQgghujqZ64QQHZ1UBgvRCT388MNs2rSJMWPG8Mtf/hKAtWvXNjuuvr6eRx55hOeff56amhquueYarrnmGrKzs5k1axbbtm3j2muv5cwzz+SGG24A4Ktf/So7duzg+eefp7CwkFdffZWLL76YNWvWMGzYsON6n0IIIboWmb+EEEJ0dTLXCSE6OgmDheiEsrKy8Hq9pKamxn7daMOGDc2OC4VCPPbYYwwZMgSA6667jn/+85/s27eP9PR0Ro0axXnnncfcuXO54YYb2Lp1KzNnzmTPnj0UFhYC8P3vf5///e9/PPXUU9x3333H7yaFEEJ0OTJ/CSGE6OpkrhNCdHQSBgvRhaWmpsa+uAAoKChg4MCBpKenJ20rLS0FYPny5WitGT58eNJ1AoEAeXl5x2fQQgghuj2Zv4QQQnR1MtcJIdqLhMFCdGEejyfpY6VUi9scxwHAcRxM02TZsmWYppl0XOIXJUIIIURbkvlLCCFEVydznRCivUgYLEQn5fV6kxYTaA3jxo3Dtm1KS0s566yzWvXaQgghBMj8JYQQouuTuU4I0ZEZ7T0AIcSxGThwIB9//DE7duygrKws9hPjz2L48OF86Utf4uabb+aVV15h+/btLFmyhN/97nfMmjWrFUYthBCiu5P5SwghRFcnc50QoiOTMFiITur73/8+pmkyatQo8vPz2bVrV6tc96mnnuLmm2/me9/7HiNGjOCKK67g448/pl+/fq1yfSGEEN2bzF9CCCG6OpnrhBAdmdJa6/YehBBCCCGEEEIIIYQQQoi2JZXBQgghhBBCCCGEEEII0Q1IGCyEEEIIIYQQQgghhBDdgITBQgghhBBCCCGEEEII0Q1IGCyEEEIIIYQQQgghhBDdgITBQgghhBBCCCGEEEII0Q1IGCyEEEIIIYQQQgghhBDdgITBQgghhBBCCCGEEEII0Q1IGCyEEEIIIYQQQgghhBDdgITBQgghhBBCCCGEEEII0Q1IGCyEEEIIIYQQQgghhBDdgITBQnQDTz/9NEopli5d2t5DEUIIIYQQQgghhBDtRMJgIYQQQgghhBBCCCGE6AYkDBZCCCGEEEIIIYToYOrr69t7CEKILkjCYCGEEEII0WGsXbsWpRQvvfRSbNuyZctQSjF69OikY6+44grGjx9/vIcohBBCtLp7770XpRTLly/nuuuuIycnhyFDhrT3sIQQXZCEwUIIIYQQosMYPXo0vXv3Zs6cObFtc+bMISUlhXXr1lFUVARAOBxm/vz5XHDBBe01VCGEEKLVXXPNNQwdOpSXXnqJv/71r+09HCFEFyRhsBBCCCGE6FCmTJnSLAz+8pe/TE5OTmz7J598QnV1tYTBQgghupRbbrmF3/72t1xwwQVceeWV7T0cIUQXJGGwEEIIIYToUKZMmcK2bdvYvn07jY2NLFiwgIsvvpjzzjuP2bNnA25A7PP5OPPMM9t5tEIIIUTrufbaa9t7CEKILs5q7wEIIYQQQgiRKFrtO2fOHAYNGkQoFOL8889n3759/OpXv4rtO+OMM0hJSWnPoQohhBCtqnfv3u09BCFEFyeVwUIIIYQQokPp27cvw4cPZ86cOcyePZsJEyaQnZ3NlClTKC4u5uOPP2bx4sXSIkIIIUSXo5Rq7yEIIbo4qQwWQgghhBAdzgUXXMCLL75Iv379uOyyywAYPnw4/fv352c/+xmhUEjCYCGEEEIIIY6ShMFCdCPvv/8+O3bsaLb90ksvJTU19fgPSAghhDiIKVOmMGPGDMrKynjooYeStj/11FPk5OQwfvz49hugEEIIIYQQnZCEwUJ0I3fddVeL27dv387AgQOP72CEEEKIQzj//PMxDIOUlBQmTZoU237BBRfw1FNPcd5552EY0vFMCCGEEEKIo6G01rq9ByGEEEIIIYQQQgghhBCibUk5hRBCCCGEEEIIIYQQQnQDEgYLIYQQQgghhBBCCCFENyBhsBBCCCGEEEIIIYQQQnQDEgYLIYQQQgghhBBCCCHEIXzwwQdcfvnlFBYWopTitddeO+Txr7zyChdeeCH5+flkZmYyadIk3nnnneMz2EOQMFgIIYQQQgghhBBCCCEOoa6ujrFjx/Loo48e0fEffPABF154IbNmzWLZsmWcd955XH755axYsaKNR3poSmut23UEQgghhBBCCCGEEEII0UkopXj11Ve56qqrjuq80aNHc8MNN/Czn/2sbQZ2BKx2e+V25DgORUVFZGRkoJRq7+EIIYRoY1prampqKCwsxDA67y/FyPwlhBDdS1eZv46WzHdCCNF9tMVc19jYSDAYPOLXbzrX+Hw+fD5fq4wlkeM41NTUkJub2+rXPhrdMgwuKiqiX79+7T0MIYQQx9nu3bvp27dvew/jmMn8JYQQ3VNnn7+Olsx3QgjR/bTWXNfY2MigAemUlNpHdHx6ejq1tbVJ237+859z7733fuaxNPXHP/6Ruro6rr/++la/9tHolmFwRkYG4P5Dy8zMbOfRCCGEaGvV1dX069cv9vm/s5L5SwghupeuMn8dLZnvhBCi+2jtuS4YDFJSarNlaT8yMw5daVxd4zB0wu5m801bVAXPnDmTe++9l9dff52ePXu2+vWPRrcMg6Pl35mZmfLFhRBCdCOd/VdNZf4SQojuqbPPX0dL5jshhOh+WnuuS89QpGcc+poOx2e+eeGFF/j617/OSy+9xAUXXNBmr3OkumUYLIQQQgghhBBCCCGE6JocHJwjOKatzZw5k6997WvMnDmTyy67rM1f70hIGCyEEEIIIYQQQgghhOgybK2xtT7sMUejtraWLVu2xD7evn07K1euJDc3l/79+3P33Xezd+9enn32WcANgm+++WYefvhhTj/9dEpKSgBISUkhKyvrKO+o9XSfJWmFEEIIIYQQQgghhBBdnoM+orejsXTpUsaNG8e4ceMAmD59OuPGjeNnP/sZAMXFxezatSt2/OOPP044HOb222+nd+/esbc77rij9W70GEhlsBBCCCGEEEIIIYQQostw0NiHCXuPNgw+99xz0YeoJn766aeTPp43b95RXf94kTBYCCGEEEIIIYQQQgjRZRxJ5e/RhsFdhYTBbUxr3e1W/xVCCNH5yfwlhBCiO5D5Tgghuqa26BncVUjP4DakgyvR+89A1z3V3kMRQgghjth7ry3n2gn3MvMvcw75a1BCCCFEZxUK1VK+dwDlRQOorl/Z3sMRQgjRykLoI3rrjiQMbkvBBeCUoWt+i26c296jEUIIcRRmzJjBoEGD8Pv9jB8/ng8//PCgxxYXF/PFL36RESNGYBgGd955Z4vHvfzyy4waNQqfz8eoUaN49dVX22j0n80Tj87mgN/kyb/P5+fTnibQGGrvIQkhhBCtanvZd8g2vOSafszKqwkGS9p7SEIIIVqRrY/srTuSMLgN6dDW6Hvoqu+hw9vbdTxCCCGOzAsvvMCdd97JT37yE1asWMFZZ53FJZdckrQybKJAIEB+fj4/+clPGDt2bIvHLFq0iBtuuIGbbrqJVatWcdNNN3H99dfz8ccft+WtHJNdqZqqYanUDs5gwcpd3HrZg5SVVLX3sIQQQohW4wt/HGsPkWJ6cMrOwA5Xt/OohBBCtBbnCN+6IwmD25KdEP7qWnTlbWintv3GI4QQ4og8+OCDfP3rX+cb3/gGI0eO5KGHHqJfv3489thjLR4/cOBAHn74YW6++WaysrJaPOahhx7iwgsv5O677+aEE07g7rvvZsqUKTz00ENteCfH5sAwD1WDFZXDLSpHpbFD2dxy2R9Zt3xHew9NCCGEaBU5qjHpY69h4uw/BTtU2U4jEkII0ZocFPZh3hy6Z894CYPbkq5J+ECBvRVd9UO07q4/exBCiI4vGAyybNkypk6dmrR96tSpfPTRR8d83UWLFjW75kUXXXTIawYCAaqrq5PejoeGPjahApvG3mGqh0LZSX7KBqfz7f97itf/ufC4jEEIIYRoS74WvhM2lYEuOw0ntPv4D0gIIUSrcvSRvXVHEga3JedAwgcaUBCYA3V/bacBCSGEOJyysjJs26agoCBpe0FBASUlx95PsKSk5Kivef/995OVlRV769ev3zG//lHJDePNDWDmBQkXhKkfEKZilEnZhEz++I953Hv7M9i2/GBTCCFE52WqlqvBDKXQZVNwGj45ziMSQgjRmg5XFRx9644kDG5LOpDwgQ8iqxTq2odlQTkhhOjgVJNvErXWzba19TXvvvtuqqqqYm+7dx+fSqXUrEZy0uvJyGzAn9OIygsR7BOmaphDyWQ/b5bv4wtTf09tdf1xGY8QQgjR2tQhAgClQB/4Mk7VE8dxREIIIVqThMEHJ2FwmwonvB8g/rhlQTkhhOioevTogWmazSp2S0tLm1X2Ho1evXod9TV9Ph+ZmZlJb8dDTlo9eal15KXVk5deT1ZWPf68BlRBkED/MBWnKNaO9XDpFQ+yfaOsvi6EEKLrUQp0/R9wyr7c3kMRQghxDBytjuitO5IwuE1Ff4XWbL5LFpQTQogOyev1Mn78eGbPnp20ffbs2UyePPmYrztp0qRm13z33Xc/0zXbSp6/njxfHfkpdfFQOKOerOx6/HmN6N5B6oaF2XOhj2t+/Syrlmxt7yELIYQ4RjNmzGDQoP/P3pnHyVHU/f9d1dfM7DF7ZnOfhAQIJCEg9+HF4YUKiqAgCijyqAjiIyp4oSKIgqiAIjz8VERU8EYFDxAkckk4w5n7zp5zz3R31e+P6r2SAAnsBkjq/Xr1a2d6enq6epOprU996vOdRiqVYsGCBdx1113Pe+zatWs58cQTmTVrFlJKPvWpT23xuJtvvpndd9+dIAjYfffd+c1vfjNKV//y0Rr+W2zd4mtCgI7uQ62bh4pr2/nKLBaLxfJyqOFs1bYzYsXgUULroSnUMchxGHE4leyTSUG5z9qCchaLxfIq45xzzuHHP/4x1113HYsXL+bss89mxYoVnHHGGYCJbzj55JOHvWfRokUsWrSIQqHAxo0bWbRoEU888cTA62eddRa33XYbF198MU8++SQXX3wxf/vb3553IP1K0hqUaA+KtPkFxgRF2tMF2tNF2usLtGfzNDeXSLVXUJNrdO+nee/Nv+EPv1z4Sl+2xWKxWLaRm266iU996lN84Qtf4KGHHuKQQw7h6KOPZsWKFVs8vlqt0t7ezhe+8AXmzp27xWMWLlzI8ccfz0knncTDDz/MSSedxHvf+17uvffe0WzKNpEvLRl4rIGznjuYL66ez7JaZrNjjWesBBvnoIp/3F6XaLFYLJaXid4KV7DeSZ3BQg9XLXcKcrkc2WyWvr6+UVtyq1UBvWHv4TtlK6guEBnQJcyfFhpR/ylE/Zmjch0Wi8VieWnf+1deeSWXXHIJa9euZc6cOVx22WUceuihAJxyyiksW7aMO+64Y+D4LWX/TpkyhWXLlg08//Wvf83555/PkiVLmDFjBl//+td597vfPart2Fa01nx60fFkvTKRcigrj5pyKccepdinFHuUQp9S6FKs+RTLKaoFDzpd3tQzhh9//ZRRuS6LxWLZGRnt7/399tuPvffem6uuumpg32677cY73/lOLrroohd87+GHH868efO4/PLLh+0//vjjyeVy/PnPfx7Yd9RRR9Hc3MyNN964Vdc12u1+au2HmSnuBqAUSw5ZdCztdXnGZ/o4rHE1b29YTYsTb/nNciq0/QUpra/KYrFYRoKR/s7vP99tj06hruGFv6uLecURey4f1fHVqxH3lb6AHRWtckOepYAKqD7zWJcwBeVMgTld+C64sxGpN2z/C7VYLBbLFjnzzDM588wtT9Rdf/31m+3bmrnV4447juOOO+7lXtqoUipWafaKNLllIi2pKJeq9qnEHnVxjbLyKLseJc+n4Nco+jUKKZ9CJsXtTeuYdf4lPPW1/32lm2GxWCyWF6FWq/Hggw9y3nnnDdt/xBFHcM8997zk8y5cuJCzzz572L4jjzxyM9F4KNVqlWp1sPh2Lpd73mNHglR4L/jm8apKHdWaS8n3yYUZHih2sDryOSC9jv3TedJyk8letQw2zEY1XImse9OoXqfFYrFYXjqxlsT6hcXgeKezxxrsdOZooTYMeVIBdw8gAtEfE1GFgaqFSUG58MnteokWi8VisWzKkmfW0uSUyMoiWadEi1uixS3Q6uVp8Qu0+QXaggJjgjxj0wXG1eUZ21BgbHOO5rE5ojkVpl75TR5csuyVborFYrFYXoDOzk7iON6skGlHR8dmBU+3hXXr1m3zOS+66CKy2ezANmnSpJf8+VtDs6wMPH6gdwxh6FKueRRCn74wRU9Yz3+rrfy2mGVxVRNuKdYvfyZq/ettlrDFYrG8SlEIFPJFtp0zJsKKwaOF2uSPnegZkONB95qfwKAxW4Auons+io43bseLtFgsFotlOAvve5Ymp0STUzaisFMiK0s0OyVa3QKtXoE2L09bUKDdL9CRKjAunWNcfZ5xDXnGtfaRnZTnPf/5KfO//71XujkWi8VieRE2jTnSWm8x+mg0z/m5z32Ovr6+gW3lypUv6/NfjGDIKPhf6ycQRZJq5FGOPApRQC4K6I0ydMcNPFpr5D8VWBtVUJuuAtKrTZZw3/dH9XotFovFsu3EiK3adkZsTMRoEa0Z8sQFagwUkFNrjCCs1gAZoAQ4oNaiez8GLT9DDDiILRaLxWLZfixcvpx3OSWaZJkIh6p2qAmHmvaoKpcaLjXhUnWqVB2PkvLJOD4NcZVG16fgB+T9Gn2pKn11Vab95Ov8aP/jePOus17pplksFotlCG1tbTiOs5ljd8OGDZs5e7eFsWPHbvM5gyAgCIKX/JnbijNk8L9o41gUkjB0qIQeJdej4KRIOyGBjPCIkUIhyJNTRSa5PmnhDRe3y1egyldB0w3I1Lzt1g6LxWKxPD9bFxOxc+ZEWGfwaBEPFYNTIMcZt7A7w+xSa0A0ASUQ9UAMSAgfQfd9Fr2lpUgWi8VisYwyz5Z7aZAVGp0qjbJCVlZokiWanBLNrnEIN7slmmSJFqdIm1tgjJ+nzc8zJsgzLtXH+Ewvk+r7mNzcy4RxPXzqiZ8x7/rvvNJNs1gsFssQfN9nwYIF3H777cP233777Rx44IEv+bwHHHDAZue87bbbXtY5R5p+IVdrzYZCA0SCKJbUIodKZAqmFqMU+ShDb5ymL66jM66nM06zIqrRHZdRm43XQuh9L2rdAaioc/s3ymKxWCzDMDERL77tjFhn8GgxLDO4AM4eoDohehy8vSH8L+ga4IIugMgkheUEVP6MdqYjGs56hS7eYrFYLDsrPXU1GmSVjIiJRUxARKwlNR1T0w6hdqhpl+oQt3AVjzrhUNYeZcen3qlRdI1TOOulaAoqdGcqzP71l/jmnu/hnbPmvNLNtFgsFgtwzjnncNJJJ7HPPvtwwAEH8KMf/YgVK1ZwxhlnACa+YfXq1fzkJz8ZeM+iRYsAKBQKbNy4kUWLFuH7PrvvvjsAZ511FoceeigXX3wxxxxzDL/73e/429/+xt13373d27c16JoEVxOHDtXQpeq5lEKPguMRxD6+zOAJhSMUUvQLwGUUZZqdFK5wNjljF3QeiHJmQMstSCe9vZtksVgsFkAhiV/EA6vYOZ3BVgweLdQm2b/hvRAcBdW/QPgQOLtA/CzIDlDrEyHYBSJzfPEHaHcaIv2O7X3lFovFYtmJqWUVGRGTFhoFKK2JhMYXikiHRDjUlENNS0JcqtKlql1q0iOlXOpljZJTpV55lFyfhrhC1g/I+hVagjLfXPoTzl/UxKJj/xfXtX+GWCwWyyvJ8ccfT1dXF1/96ldZu3Ytc+bM4dZbb2XKlCkArF27lhUrVgx7z/z58wceP/jgg/z85z9nypQpLFu2DIADDzyQX/ziF5x//vlccMEFzJgxg5tuuon99ttvu7Vr6xHISKAi0LEgih2qoUPVcyhFPikZ4YsYV0a4KsZBI9EINFAlpkyLk8IXW+jP4udg41yUtwCaf4KU3nZvncVisezMhNol1JtO2G16jHUGW0YS1Tv4WIwHvQaqt4N/CNTuAtUFotkIwc50iJewaWqH7vscOBMQ/oLteukWi8Vi2XmRjRENAhqki06E4JrWhCgUEKIJnJhIC0IdUdNGGK5pj4xwqWqPtHKpSo+K9Kg4VYrKp9Gp0uT5NAVletIlDrjtC7w+ewCXHPTOV7rJFovFslNz5plncuaZZ27xteuvv36zfXor8hWPO+44jjvuuJd7aaNCsbyK/uosGpCRQMegI4mKJLXYpRa6VKRZ7RI4EW6UMu5gdFJ/XicLi6toKjRJn9SmOcL9hA/Chj1Q/sGQ/SHSsaKwxWKxbA9iLYhfROx9sdd3VKwYPFqo/OBj3Q3BG6D6DwifAmeGmSl2doW4zwjBzjSIlwL1QAEQQIju/R9o+RXCnfTKtMNisVgsOxVBfY20lNSJgFgoIh3jCYXWUBOKUGsiFDEQCkVERKQlNR1RVY4pMCddKtoIwmXlGZewU6YYBzR6FZq8Ei1Bkceqf2fBH+/lFwd/iplNL71YkcVisVgsW8vqvovYJRFtC7FjnMGxRkcCFSXu4NghUA7l2MWLfDyhcEWMS4yDGhSEhUZTQ+kaWanIyAC5JUEYoHY3bNwD5e0LTVcjnYbt2GqLxWLZ+Yi3IiYitjERlhFFl4c8qUDcOegAlhNA1UP8NHj7Qng/xMsHIyNEE+hewAHVje79KLTchJD2DwaLxWKxjC519RXSwsMREgeJL1wUgkiHuDomFgo1IAwrIq2JhSIUipQICQdiJByq2qMiHKrSJ6M86mWVsq7Q6ARkvYBmv0xrUOCTD19ItTSBvx913pZdVRaLxWKxjBBB7V/gm8fPFLKIWCAiAbFAx4I4EoSxSy2KqDgevowpyUQMlgpXKhytcJQeKDukZY1YhcRo6mWAI15AfAjvh40LUO5ukP0e0ps86m22WCyWnRGlJUq/SGbwVqx22RGxYvCoUR3+NHoEUseAWmsyg4Ojofpn88eAtw+ED4AqgagzQvBQQTh6Ft37KWj+IWJLeVQWi8VisYwQdaka3rCqui6SCF+4RhjWEAojDCshibWmphW1ITESoRMTaajpMHELh1SESwWXivKpkxUaHJ+sG5D1SrT6JbqCIkfc8UmObn8L58w5+pVqvsVisVh2cJpkBZJ+7q7OCcgYRAwiFuhIomNJFDlUHRffjak6HhWl8FSMGytcoYw7WGik1oh+UVjW0CpKBGF/yznCQ4kWQ9ebUHISZC9GBvuMdtMtFotlp8I6g5+fF74rlpdBPPjQTaqmV34H6feax9U/Q3CEeRw+Ae4sIA8iC8hEEK5PziOhdhc69+WtyuiyWCwWi+Wl0hSUN3HnRkMeS6SAQHjUyxR1IkVaeNRJl6x0aZAO9QLqhKJeKBplSJNbpckp0+KWaJVF2pwCbU6eMW6eMW6OCV4vE1NdTK/rYo/sehYVfsmb/nE2S/vWb++mWywWi2UnICXVwOM7Vk2CmMQZDMSgYkmcFJMLY4dKZOIiyrFLJfYoxR5F5VNS5mdBpcipNDkVkNeSPhWTU1UqqrZ1Yze1EnpORK0/AFX6nR3vWSwWywihGMwNfr5NvehZdkyszXTUGPJPKloG6ROgfCOUb4bU26DyR6jeC95eED5iXMGyHdQacGZC/AzoAuABoTlP+ZfgjIP6/3kF2mOxWCyWnYFsUEayaVRDCqgwrG9D4AhwhAd4xFoREuGJmLQ2ecI1rQm1IiUUoYipCQgTt3CFGvXCpSw96pVP1qnS5AY0eyXa/CJfXHwe+epEbj74yzjOC1cBtlgsFotla3GG9HFPdbbhxCCVQMaCWEl0pFCxQxTH1CIHV7rUYkVV+pSVwo0VRXRSTE4jkuxglClIp2UVrRSxqFEvNWn8588RHorugtxn0LkvojMnIerPQMj60bsRFovFsoPTn/D+YsfsjFgxeNQYOqNbgOg58PaG8L8QPgvu7hA9ATpMsoJXgjsfVM4Iwe5siJ5kU/O2LnwXZAci8+qszmuxWCyW1zZZdzDzXiMQCIwQ3E+AiULq7+cEoE3GsPAJgFjHhDrGFzFKa0JMlESEiZgIZURN10yhOWUKzZV0lQbl0SB9mt0SLX6BnlSeU+4/jQn+AXxz749spztgsVgslh2Z/tUvWmuqRZ+6xBFMlPxUEhUrIuUkm6IaG1HYFR6eUDhSUVYxjlCDgrCjB+dMZRWNRqmQWCjqXixHeBhlKP0IXboG7R8GDf+L9HYZ8ftgsVgsOzqxlsQvkhn8Yq/vqOycrR5ltri0J7wP3D1BNEP8pCkmJ7ImK8pfAAQQPQTBgeb46ElwZgBVEI3Dz5+7AF3556i3w2KxWCw7H1lvUAwWaMzIViR9kWR4Jn7A8MlPIx27wiEtfRpkmjoZUCdcGqRLo3RoEJgICRGTlTVanDItTol2mafdzTHO7WOs18NEv5vpQSe7Nawlkn/lpIUf5ver7toOd8BisVgsOwtOTSJjkMq4g0UsBqIiVCwJI0ktkoSxQzVyqCZxEdXYoaw8Ksqnon3KOkUhDihpn4IKyKsURS0pasjriLyqUNPRi1/QMDTU7oCut6A2Hokq/xmt4xd9l8VisVgMoXa2atsZsWLwqFAZ/tTdy/ws/wTqPgQIqP4R0scmh98K6feYx9V/QvAG8zheYVzDOgeiLTmZBGJ036fQtYdHuR0Wi8Vi2dnY1BmMbAe06Yv6LU+ins2FYY8tCcOecMjIgAaRok761EuPRuHSKOWAMJyVNZrdKq1OiTa3SIeTZ6zbxzivl8leN7ukNzCncRV3d17GSf85jRWFtaN8FywWi8Wy4yOQkUhCJc0mlYBYJoKwIE7cwaEygkFVuVQTEbgae5RiPxGFPco6IK8CSjpIsoQDStqhqAV5HVNQNcpbmyO8KfFS6DsLvWFfVP4ydNw10jfDYrFYdjj6C8i92LYzsnO2epTRce/wHXEXpI8DNJSuh8wHzf7yLwYLypV/PSgOV+8Cbx8gNDESIgO60wjDKMAFXUb3fAQdLd8eTbJYLBbLTkKjHJzQFGhQG5MnmWRiUiSZ9v3CcB3mz4lwyFlcNhOGhcAXLnUyoEGmqJc+DdKlSTpkpaRRaBpFTJOs0eqUaXeKdDg5xnp9THB7mex3MzO9gbmNy7nyuf/h9Ps+QTnaZPLVYrFYLJYXoFLuGXisAFkTiSu4XwhOXlASrURSSM44hMNYUoslNSWpKpeacqkql1IcUFIeVe1SUT5FFVDWfiII+5S1Q6lfENYhRV0l1i+xZJEuQPEq9MYDUd2noKsL0S/1XBaLxbKDo7TYqm1nxIrBo4HapAK6Xg14JgdYdUPtUfD3B12C2oPgHwRUoPJv8A8GQlN0zpkOuhtEO+CY88p2TKCVD7oH3fNhdNy5nRtosVgslh2VRneo21eCMxWoM32W7sSIvAHIfmG4yKAwnDHvYehS2M2FYSkEgfColymziaHCsKBRKrIypMWt0OYU6XDzjHP7mOh1M9nvZFZqLXs0PMGFj7+P8x6+AKXsQNhisVgsL86KvgsHMoP7InfAGSwSZ7CIQSSisIoEWskBd3AUG4dwNfaSuAiPmnKoJSJwSQXUtHEJF1RqmCBc0Q4lLSkqRUFFFHT1JcRGDEVD7R50zwfRGw9GFa62bmGLxWLZBLUVruBtLSD3r3/9i7e//e2MHz8eIQS//e1vX/Q9d955JwsWLCCVSjF9+nSuvvrql9iikcOKwaNBvG7zfeUbTRSEqIPoQXB3ATkG4udMdrAzFfQ6UEWTFaw7QfggmkAtNwXnwDi0RDNQAzyIVxqHsCpuv/ZZLBaLZYelQdYGBsqgIF4GFIEUOJOT7OAqqH5h2AXZCjhGMB6onpNic2HYYbgwDI6QpKSXuIUDGoRHY78wLKApcQu3OyXGOHkmOH1M8LqZ4nUyO72W8f5dfPGxY/juU1eM2j2xWCwWy46BX7t94PFDvW3IEERsCr9JzUBmMLEEJVCxIOp3B8eSSElCJYaJwNXYS+IjXIrKp6qNS7ioAirap5QIwlXtUEJS1pqCiiipkJKq8VJSI4ahOqHwHfTGg1A9H0VX77FuYYvFYgGUllu1bQvFYpG5c+fy/e9/f6uOX7p0KW95y1s45JBDeOihh/j85z/PJz/5SW6++eaX0qQRw31FP31HJV49/LkcD2oNFC6D+rMh/zUo/QzqzzX7qrdC3cdNhET0EARvM5169CR4B0F4L0SPgrcvhPeD7jN5jboAeBA9hu79JDRfjRDeK9Fii8Visewg1Mmh4q0H7q4QrwHdY7LsAXDAGQuqbFawqH43kjCTmDrP8Pz8ADOJObTwjWRQODa4wsEVDimtiYQi1BGhjgnR1LQmpSNCGVOva1RUlaIu0+IUaXML9MY388VHbmfPphN5z+QTRvSeWCwWi2XHoEVWADPh+dc105CxRiQxEXESESGVIFYalHEGa6WJlTTZwbHCkZparHGEwhUSTzhI4SEESKEpKY0QOolaAjGku1NCoGWE0gpFRB0ahSKNjyNerk9LQfWf6Oo/QXag0ycgMu9COONe5nktFovltUmMIOaFYyBe7PVNOfroozn66KO3+virr76ayZMnc/nllwOw22678cADD3DppZdy7LHHbtNnjyTWGTwaxGuGP3fngLe3EW/Lv4V0Mkgt/hjqTkseXw11H2OwuNwxgAPhvyF4kzkmvN+cB2WyhPExGY0O1O5C5y54aQUJLBaLxWJJqJdDBdsQoseNECyawd0N5FggNhOfutscJjuGFJrrYcANLLKYwnJVBh3BHmYgPlQIHv5HmBBioPBco0zTKAOy0qNZOjRJQZOIaXGqdDhFxrl9THa7me6vZ056NT2lH/DVR9/GnetvG+lbY7FYLJbXOCk52Pf8e9UEZAxCkYjASW5wNCQqIikkF8VycFPCVKBXTlJMziNSDjXlUop9Qu1SVj4V7VPTLgUVUKU/S9g1BeeQVLSgoGPKOqb4smMjNkGth+Ll6I2HobpPRpf/iNbVF3+fxWKx7EBsizM4l8sN26rVkfnOXLhwIUccccSwfUceeSQPPPAAYRg+z7tGHysGjwZqk5iI2m2QOd64paLHzD53DuheqN4LwZFABKXroO5083rp55A50Tyu3gapt5jH4cNJZEQVRP8S3BgQUL4Fnb/ECsIWi8ViecnUiaF9SB1484CMEXmjxUkflwJnpomNADPoHCg015QUPBVmJUt/YTlRx+AkZv9nuOY4nr/fGlp4rlGmyEqfZscIw81S0yIj2t0K490CU7xupvsb2TO9gud6v8Q3HnsrD3UtHJkbY7FYLJbXPDKZfNRas667ERmBUBqpGCgeJ5XJEe6PitBKoLVEJe7gKHZNMTnlJLERDmXlESqHSDsUY5+aNtERZW3E4ULsU8M3wnCSJVzFoawFJa0pqpiyjiipKmobXWovSu0/6L5z0Bv2R/V9CR0+YseLFotlp8DEwYsX2QyTJk0im80ObBdddNGIXMO6devo6OgYtq+jo4MoiujsfOXqf9mYiNEg3rj5vtw3oeFzkPusyQ9u+CIUlkO0CLyTTHG56ElTRC44Cqp/gfIfIXU0VP4MlX+BfxjU7oRouckYjpeZyu4DBX2A0rUgG6D+zO3XXovFYrHsMARiqGO3COEiwAV3DzMJGS03/U78THKMBGcS4EC80kx09o8xRQZEg4k+0kOz7VOYg4bOuDuY0ffgAFVr6I8v1hqkkARIAuERa0WoY2o6ooaiphQVp0qDrFHSZVqdEmPcPI92ncXf1rXwjokXMSs7f+RulMVisVhecwxm4oOsOpDERKAYiItQ8ZCoiDgRg2NBJCUylkRS4DomP7gau0gBjlBUhYsAHBdKsQZHIbWmhEedgEIMDY4grwQNUlCIBfWOROkIhCBWIXXSJ1YlUsLHE86mV88LTZ6+KLoI5RvR5RtNofLMeyD1NoTT8eLvtVgsltcgoXJx1AvLnqEy36srV66ksbFxYH8QBCN2HUP7HmBgQm7T/dsT6wweDXTvJjuEcVSVfwWZJBai8B2o/7R5XP4ppE80bqr4cUAa96/ugXBJ4soqQPRc8rhoCs3JdjMgl2OTzzG/Tl24HF38yei20WKxWCw7HJVyFX/oHyWiAeQkIDJxEeGDpt9xpoC3wPxEQbwc4iVAaPomZwZQZwrKqfWYeXnXFE4lwOQJ9wvBXrIvZnCQKwHBsEsZ8ljr4YXnmmSKZsenRTq0OIJ2GTLWLTHJ62Wmv5G90st4aMOpfHfxm3k2t2jkb5zFYrFYXnM4NTkQEyFijdAYUViLIT+NEKwTh7DSklg5hJFjMoSVJNJyoIBcrB3KsUuoXarKo6R8Yu1RUh4xPvk4+ak8InzysUOMR1FrIlzyqkZVa8q6RlnV0APDdcnmQvDLEBHiJej8xeiNh6K6T0GXb0Grwks/n8VisbwK0QjUi2w6+S5tbGwcto2UGDx27FjWrRueHrBhwwZc16W1tXVEPuOlYMXg0UDlhz9Pn2SWx4YPAHJIfvCvIHOyOaZwMTR8FnBMQbngMJAtED9lqrQ7k0CtMlnBzlTQG805Rb1ZsivHYxxVZgZZ57+GLt2y/dpssVgsltc8K5ZtwB86ttR5UwDV2wuCw03EEdKIv+GD5qdoBneeyRPGNXER8XNA0fRTznQQLUAEagMDIrBoSaIjwsF9SIxreKhDWGxWaX24SCxwhUNa+mRlmmYZ0Or4tEhJu1R0OBUmuzlm+J3sFSzjkQ2ncNWTb2RJ7uERvHMWi8VieW0hkDWBVBqhjBAskpgIMSQyAmUEYRULlJLEsXEEx0qYonLaoRo7RNpESJRiF6UdarFDRXnE2qWgXBQeReWi8MkNCMIuMQG52CEmoKgVIQ4lHVNUMTWgoEpJcSM1cN2GoeLwy3GWaajdg+47D73hAFTv2ejKP9H6lcuxtFgslpEi1nKrttHkgAMO4Pbbbx+277bbbmOfffbB87xR/ewXworBo0Jl2LNy+Y/QcIF5UrrGZAGLpqQoTwTe68yyneIPof5sc1zxh5D5COBC9e+miJzImvc4E41AHC8DZ5o5Rq1JshsT9xWgc59HV/66fZpssVgsltc8/7nvWdxhy5VcIIbwEajeYXLvnQngH2L6roEs4UUmTxjAnQXunkCD6dviJUmhOQlyYjJ5idnXHx0h6kE0Yga7Q/tQEycxNCrihWIOTeE5l4wMaJJpmp0UbdKj1RGMlRETvCK7+J3slVrC4xtP5MdPH8aSwv0v865ZLBaL5bVAtTrYv8QaRAgiGiwghzYxEf25waI/O1iBTjaljQgcK4dwQBiW1GKHqnJRuJRjh1A7xMrkB2s8CrF5raAcND652EURkFMOihS5WBDpgIrWVLQgRJBXVSJciqpERYWJe01j+uZ+cdjhhaMjtkUorkLlT+jej6I3HIzKfRVde9jmC1ssltcsSout2raFQqHAokWLWLRoEQBLly5l0aJFrFixAoDPfe5znHzyyQPHn3HGGSxfvpxzzjmHxYsXc91113Httddy7rnnjlg7XwqjLgZfeeWVTJs2jVQqxYIFC7jrrrte8Pg777yTBQsWkEqlmD59OldfffWw16+55hoOOeQQmpubaW5u5k1vehP33XffaDZh29G1YU9jtYZy9U5IHw9oyH8DGr5gXiz/HNLHmMFxvMwUlEu9C1BQvArq/sccV7oe6k4FPKjdDd6BINIQPQpekoEYr0gE4QhTpEehe89BV/+1HRptsVgsltc6dz67FGeYGKzA2x+Co8HbB/BMLnDtLgjvAyHNfv8gI/QSQfSU6ZvIgxxnhGE5wZxLrTKTl2Ccwc5Ec05dAJ1LPtM3k5/AcGHYR4jN4yKeDykEgXCpd1I0yzStTsAY6TDG0UxwKuzi9TA3WMZzG07ihqcP4OneO17OrbNYLBbLq5zlPd8YyGfsCn3c0Ii/YkheMDFIbX6KIVERJi5CouPEETzEHRwqU0xOa4dyLAm1Q6hcKsoFXPKRR4xLMXbRwwRhB02KnJIoMhSUoKpThEiKGhQp8qpMVUtqRBRVGYWHGevBwIQtMNwxzJDHL9E9rHug9DN093vQG9+Ayn8LHT5uhWGLxfKaIkZu1bYtPPDAA8yfP5/5840Od8455zB//ny++MUvArB27doBYRhg2rRp3Hrrrdxxxx3MmzePCy+8kCuuuIJjjz125Br6EhhVMfimm27iU5/6FF/4whd46KGHOOSQQzj66KOH3ZihLF26lLe85S0ccsghPPTQQ3z+85/nk5/8JDfffPPAMXfccQcnnHAC//znP1m4cCGTJ0/miCOOYPXq1aPZlG0kHvZMownLtxC6s41jSnVD5deQOd0ckL8IGs8HAgjvMq5fby9Thb16K6SPA7QRh+s/bt5T/QOk3gFICO83A3EwgrCcCNTM+QjRPR9H16zzyWKxWCwvzJPlnk3+MFAQ/geqfzZRR+5UCI4wBU1FsxFxwweg9m8j9LozwT/QFJvDAbXWCMNqtSkm584GZybgGmdwvAoTExEYwVjUAzXT/wEgEsewNPsTwlAMKy4HLywM9+cLNzppWmSKdidgjCMZ74RM9XLsGaxkXc+H+fWze/No983PfyKLxWKxvGbxa78dePzPjROQIaaAnAap9aAQ3C8CmzL0g2KwAqVEshl3cBSbJcZKS8qxJNYOoXIoJ0JwKZJoTHxEhJM4hB2KSiaCsATS5BQo6igrQVH5KDwKumb26RoFFRPjUVA5qprEJdxvAAIj+noMOoaHPh7qHn4JkRJqNRSvQXe9C915JCp/GTp8etvPY7FYLNuZ0XAGH3744WitN9uuv/56AK6//nruuOOOYe857LDD+O9//0u1WmXp0qWcccYZI9TCl86oisHf+c53OPXUUznttNPYbbfduPzyy5k0aRJXXXXVFo+/+uqrmTx5Mpdffjm77bYbp512Gh/+8Ie59NJLB4654YYbOPPMM5k3bx6zZ8/mmmuuQSnF3//+99Fsyjaihj0TzmwAyrmvoOvPNgPi2r2AO5gfXPguNJqZBEo/NgKwbIfoGYh7jNiry1D6GdQlRejKv4L0e83j2r/N4BxMhy3HYjIYU0AF3fNRdPj4aDfcYrFYLK9h+uoryKEDRW8fRP3Zpq9Cmj6pehvU7gS0iYsI3gxJP0f0DNTuMZFGosG4hr19E+G4BNGTED8DRMYV7M42sUlUTd+lk+I1sg1Eq/kMnWOgXxUZwMPzBqMjYiVQ2yAM9+cLN8k0bU6asdJjrKuZ6lbYw19HKfdp/vTcHO7f8P2Xf0MtFovF8qqhVQ6uNvn90hnIuD8WQg/ERPTnBQ+4gjVJXMRgETmtBJESREomorCklojCYWyKyQlcipGDwqESO6agXOwT4STF5AYF4d4YhMiQU5qIekItyccSRD1FXaZGigjIqRIxGaq6TEmVUSLD4ERpGjO5Cv2GoMHH/UYll+GFWl8C8TIoXoXuehuq8y3owvfR0XMv7VwWi8UyyijkVm07I6PW6lqtxoMPPsgRRxwxbP8RRxzBPffcs8X3LFy4cLPjjzzySB544AHCcMsh9qVSiTAMaWlped5rqVar5HK5Ydv2QmsNqYNxg0NAlynmvgEN55sXS1dD5qRE9H3KxD9kPmxey18E9Z/BxEL8Hbw5iat4I1TugNQ7AQWV3yUOYRJB+BBAg+o0g2kqQBp0Ad39YXT07HZru8VisVheW4TN8XDPkLsrov5jyNZfIMbcg8h+C1JvNW5d3WviIqq3m2Kn7u4m394/AKgzr4cPmNUrute4hr3XgbOLOXe8yojDutc4gt2ZSWwEpg/TXeaxyIAcAzhGUE4GuEq7VCoOjtTIIZnCSm2dMGzyhR3qnIBWmWGMm2K84zLZDdnN78Yvf5O/L92Vu1Z/1i6LtVgslh2AQA6u3nxo9ThEpAciIoRK3MFqiDs4NtnBQwvJDRWEVSIIh7GDxkRHVJWTCMFm6XElKS6ntEdFOyidJtQOVZUaEITBpzfSSFFPQcXUaCRG0htFIJqp6pCSFmiRJq9yVPCJcSjEXVRx0ThAGeMSdjCGIBfjDu4v0JpiMF7CxAkaBMPdwtsgD0TPogtXoDuPRnW+BZX/Ljp8wvaZFovlVUOsxVZtOyOjJgZ3dnYSxzEdHR3D9nd0dLBu3botvmfdunVbPD6KIjo7O7f4nvPOO48JEybwpje96Xmv5aKLLiKbzQ5skyZN2sbWvDz68tfi1n0MIdtR0VNUavcNRj/kvw6NXwU8qPzZOKT6XcDFK6Dhf81Jij+EzPvNgDh+FuJ1g8dV/22qvBNB7QHw9jOPVSFxXJXNYFr3oLtPQUfLt2v7LRaLxfLawGuoDRNSjQhrELIFkT4G2XQZYsx/EC03QN3pZqISDdETUP0b1BaC8E0fFRwOzozk9WdMznD8rBGTvXngzcUUmiskK2FWJZ87DpzpmMnMEqgNGGeTMFFKIoMUEamUGdhrDZWKgxAgh/xlE2+DMOwLlwYnRbuTZpwbMMkVzPYKtMc/4z/Lp/PPlcdTi0ov8w5bLBaL5ZWif+WL1pqomDLOYA1Cg0jcwSIRgvsFYWKMmTYmKSTXLwTLgexgrQVRbLKDJQ6lSKAwOcI17QA+5VjgkCIfg6SOihZEOpMIwuaYnkghRRMlFVHW9UBAb1QmpoUYQUFVQTRRUSVyqoIWzVRVnqIqokQjxiUcJ/FKEWbyNIMZ8lcwom+K4W5izaBbeNPCdMPv3gsSPQvFH6C73onufBMqfwm6tgit1Qu/z2KxWEaRWDlEL7LFatPvu52DUfdDCzFcZddab7bvxY7f0n6ASy65hBtvvJFbbrmFVCr1vOf83Oc+R19f38C2cuXKbWnCNqF1dfhzkxhMZ+95pLMXA4Ja6UYidy64uxr3U+kngwXlipdB+j3gTDKD4uodkD7RvJb7BtSfa4Td8D/G+evOMu6paGUiApchXGwG2VRAx8ZxpUvmfWoDuvskdLTl3GaLxWKxGEa6ACrA5ZdfzqxZs0in00yaNImzzz6bSqWyhbO9MqQaQoY5hJyOLR4nhIvw90U2fAbZ9gdE+78QjV+H4Mikz+kxq1Wqd0C8xPRV/uHGGUy9iX4IF0H4MJAHZ6qJonCmmQ9Qa837KJtiqc7URJjWoLoShzAgMsSqASEYEIYBaqFEKXCG/JWztVESUkgC4dHkpGl3MkxyPWa4NaZxF4tXz+KO5QdTrL2a6hRYLBaLZWsYOp6UZYGINCidiMHDNyMIC4QWCCWGFJIbIggnWZNRbOIhJA7lWBBrSaQcaspB4pOPJBKPfKTxRJqeSOGKeopKoaknRlJSDuDSHdVwZBtVrcgrF0c0ko+LVHUTGpe8yhGLdhTQF2+kRhMKQSFeT4UAjZfEK3kmromSaYzIYkTfinmNAOMmBiMYw6BzeGi0hMAIw0OdxMPu6uY3Ol4JxR+ju9+L3ngYKnchuvoftN7ySl+LxWIZLWLEVm07I6MmBre1teE4zmYu4A0bNmzm/u1n7NixWzzedV1aW1uH7b/00kv5xje+wW233cZee+31gtcSBAGNjY3DttFCx73Dn2O6zihaQl/5dwT1nwSglPsSuv4zZpBbW2jiH9LvNe/IfREaLkhe+zcQgH8oUIHCxUnMhDQREf4hIDsgfs58krcXkINoFbi7AXlMh59KBOE6UOusIGyxWCwvwGgUQL3hhhs477zz+NKXvsTixYu59tpruemmm/jc5z63vZr1ojTUbeJ8lVvurzdFOGMRmfcgm7+HGHNv4hr+iMkERidRSHcYZ7BQ4C0w/Zoz05wgXgbhfyFeCqTM+9w5QKNZARMvS9zBmIlQZyIQgC7hyDxg4iFyOZ8wlPieGnAIx0oQxWIgSgK2Xhh2hSQtfVqdDOPcNNM9ySxnKavX78vC5buzvvCPrbo/FovF8mpmpCc/r7/+eoQQm22vpslPpyaRidsXPcQVHA+6gxkqDmuGFZLT2gjCcWzcwSCpREkhIu1QiSUOLoUIQFKIBRpBLoxxhEd3GOPJenJxhBRZIiQVHSDw6AqLOLKDCOiOQ1zZTllVKKoUUjRSUt2UqUeILCXVSV5pkK3UVC8FlSeWbUAIOm8y+/EHC7OKFvMa1SSHP4URjDHjRCSD0RIZBm3RYETioR2mu8nzLUgLaj2UforuORm94UBU77no8q1oVXiJvzmLxWLZepTemiJyr/RVvjKMmhjs+z4LFizg9ttvH7b/9ttv58ADD9ziew444IDNjr/tttvYZ5998DxvYN+3vvUtLrzwQv7yl7+wzz77jPzFvxzUcDFba01D5kOAQ7F0M6Ecj+PvB7pIKXfRYH5w8QdmSa0338zmFr4FDV8xr5X/D1JHmsGx6oLSdcYhDKbYXOYDpvMO7zfOKWcG6E5QeeOy0j0gGwEPdDERhNdaQdhisVieh9EogLpw4UIOOuggTjzxRKZOncoRRxzBCSecwAMPPPC817G9M++bU8Xhc+NO6/Md+rwI4SWu4XORbb9HtN+NyH4TUm8fLCQXPgi1f5licnK8yRn29k0GqRWTJRw9BuSSVTB7JK5haVbUxKsYyESU40C0ICU0NtbwPONeqlQdShUXR2pcZ/CvvDCWw4Rhc80v1qYkX1gGjHEyTHZTzHbzVHs/wMPLp/B05zdsRqLFYnlNMhqTnwCNjY2sXbt22PZCKzm3LwKnCiLWyMQZLPujIvpdwkNjItSQLRGBdWyiIpQWaC0IY0GsBEK7VGKBxKGQxEVUY4dIO0QqhUJSjiQaSVctxhMZeqIqnmympjVV0jgiRVeYQ8hxaCSdURHXmUCoY3qiGo6cQKTL5FUe4UwhJqQ3Wk8kx6OBYrSSMvVo0WDGgdRMXwugu4HARAnqElAxDmKRMeNElFnhg8eASEwGI/z2i8Re8rzfSSwYHjEBm8dMCCNIV36P7vsUesN+qO4PoYs/Q8drRuS3arFYLJuitNyqbWdkVFt9zjnn8OMf/5jrrruOxYsXc/bZZ7NixQrOOOMMwMQ3nHzyyQPHn3HGGSxfvpxzzjmHxYsXc91113Httddy7rnnDhxzySWXcP7553PdddcxdepU1q1bx7p16ygUXiWzi5t0ZgpNKV5DU6NpQ0/f+Xj1ZyNkM3H0OJXwEVNEDiD3eaj/dFJQ7hmo/gPqzkhe+yrUn2PE3uhZU7Qn80HzWuEKqP8E4Jm8Rm8OyAmgVgGO6fzVhmSJrbuJIHwyOhq92AyLxWJ5rTFaBVAPPvhgHnzwQe677z4AlixZwq233spb3/rW572W7Z153xxs4toSz1+cdWsRzhhE+t3Ipm8jxixEtN6CqD8niYxwQa0xK2SGFprzDzAF6XCN+Bs9nriGtYlRcmeDaMXk469NBregqaOrM0O1KkkFMZmUGahqDcWKh9LgOYOD1Vht+7Kw/nzhrJNmvJNhpidpqVzJcysn8uiatxPF+Zd9zywWi2V7MRqTn2C+K8eOHTtseyWpVgej/CINTgjOgON38OfQ4nFCMywmQmgB8aA7GG0iI+IkP1jiUo6MA7gSQ6wlWnvUtMQRASWl8WUDoRYI6tBIekKNIwI6wzKB00JVRZR1ClfU0xP2gRgPOHSG3TjOFDSCrrAT6exqnMbRSmI5CUFAIVpBkRTINkK1kXy8gciZjJlIXQOkQI4Fqknx1hYTH6HzyQrSJjNG1AWMe7g+cQ+XMMJvf/REyIAQLOqTmze0OJ1k0E0MRhje1EEcQu3f6PxX0RsPR3UeYwrQ1Rah9dD3WiwWy0tHIbZq2xkZVTH4+OOP5/LLL+erX/0q8+bN41//+he33norU6ZMAWDt2rXDZp2nTZvGrbfeyh133MG8efO48MILueKKKzj22GMHjrnyyiup1Wocd9xxjBs3bmDb9A+QV4x4uLAao8lVbkfLSaSCQ9G6TFfv+aSylwBQK15P5M43jihdhNwFkL0YI+z+BUhBcBhQhdwXoPHrplOuLTQF4oI3AyEUrk6KzQkTHxEcborsxM+CbDHOKrXaDKKHCcJrEkF41Xa9TRaLxfJqZbQKoL7vfe/jwgsv5OCDD8bzPGbMmMHrX/96zjvvvOe9lu2ZeQ/Q5A+PiRCyfkTPL4REeHMQ9WcgW3+GGHMfoukqMynqTAeUmQytLTQF6XBNXIS3LziTAW362ehJk5ePbxzDzjTAR1Ckta1EEBjBt7cvoDcXIATUpcIBR3AtklQjiSOHu3k3XSb2YmZfKSQp6dHiZpjipZnGo2xcuxtPrNqD3tLCEbhjFovFMnqM1uQnQKFQYMqUKUycOJG3ve1tPPTQQy94LaO9EmZVz3cHMoPXVwNkqCFOnMCJK1hqQOsBV7AYeG1oVIT5qbVAxf2F5AQCSSUy++PYIdYSV3gUI3CFTy7UuMKns1Yj7TRQiGoEssnkBccBAocNtRIZp4OqqlFUDr7M0hv1EouxSBHQFW4EORWBS3dtBaGYghRZSvEaivg4ziRClac3WodyZgGSUvgURe2gnElAxaxilWMTEbjbuHXlOFN0TvcmY8TWpAhdYTBmULYyED0ByXORCMdgitH1F6dLJl1FXfJav7grMa7ioQ7iRI6IFpsCdN3vRW84IImT+CNa9YzgvwKLxbKzEWuxVdvOiDvaH3DmmWdy5plnbvG166+/frN9hx12GP/973+f93zLli0boSsbJTZzBis0sKb380xru4Fa+ARh9CT5yj+oq/8Y1cJVlPo+S0PrzxG9nzDOp9LPTHxE/ktQ/C40XQ7xOpO5WLgUGi+CvrOhcjPUfcJkMYWPQOmn0PAZyF8C5RsgcyqUbzJLbb19QNfM+Z0ZJn9RF81srlqN7j4JWn6KcCe+EnfNYrFYXnWMdAHUO+64g69//etceeWV7Lfffjz77LOcddZZjBs3jgsuuGCL5wyCgCAIXk4ztokmb1AM1oAQmec/eAQQsh5Sb0Sk3mg+M14L1YXo2r+hdo+JRooeG/KGJnAngxZGFNbdiWO4//UGkG0oVUHqtTRlhzjBYkGuGJBJhaT84a6jSuQQOPFmucJDn+tNcoY3xRGSjPBJC49WKpR738eybo2TOomJrV97wX87FovF8kowGpOf48aNY/bs2Vx//fXsueee5HI5vvvd73LQQQfx8MMPM3PmzC2e96KLLuIrX/nKyDRsC4jaz4xpFbh55XRkBFINRkOgxIDYKxKHsNo0IkKBkCYmor+QHFqDFtQigedKBFCLNQ2uRyEMSbuCfKhIu4JCBClHsKFapdVP010rMSZophj34Mssgh7W1vqYmJpIPlxFLvZoclvJR11knGYyokRvtIF6ZwIpUaAYracqUjT7uxBGz9IbFcl6c1DRY+TCx/HlOOqcDHG8nEKYI3Bn4eteRH+soTML4hVmhQ2YiVW1MZlsxdQN0GEiGheBwKxgVatM/wzJCqJq8jqD+/qFZXPiJIYiz6AQ3C8MDy2+Lsx+3WviJCq/ByTam4cIDjMGKXc3259aLJatZmtiIGxMhGVk2EQMjrQGkULpIqt7L6Ct+XJAUCj+lNjZDcfbG3SOUu9nIfttwIfqPxC6E9LvAzT0nW8Kysl2IwiXfw0NnzcfUPwepI41xXTiFVC+FeoS8b10bRJBEUD4AHhzjfgbPwfudMAxs7n9gnDPyejYVki3WCw7N6NVAPWCCy7gpJNO4rTTTmPPPffkXe96F9/4xje46KKLUEpt6bTbnSZ3E2fwdh5wCWccIpNESrTfg2j9PaLhPFMsVaTNADF8BKKHzeBUtoO7V1KoLmUGmvFSpDYD22IxzapV9fTlfVxH09JYGRCCKzWH3lKAUpBy4wGhN1aCUIltzhUePE7gCocGGTDJCRhTu5HuNVNYuuYgKrXlI3OjLBaLZQQZ6cnP/fffnw984APMnTuXQw45hF/+8pfsuuuufO9733vec472Sph2ORiD9JunZyGjpGhc4g6WQ93Bift30CE8GBUxWEiOgZgIpUwRIkc4VELjEi6FGo1Aa5dYSxwCIi0IZCMaSSGSxg1cLVLnZMlFVXzZAQhWVTrJelMJdUhPVKPOHUcpzpNXAb7TRiHuJKckaW9XIl1hY3UlnrcAEPSFi4nkDKTsoKbW0hM+h3LnASmq0VMU4l5idw9AQPyUaYS3F+CayVVdMCKxyBjDke42zmE5AagmMYQSnCmYwnT9QnFmk1xiZc4hWoB40FFMKnEdKwaF4EQsHlasDkzBOgXhf9GFy9Bd70RvPBjV+xl0+XfouHNE/41YLJYdD8WLFY+zMRGWkaJ/lrT/qdaMzZ6PI5uphI/SW7mLbMMnAOjq/Sx+4+cRsoU4epxy6afQaGbEdeF7SUG5vU3nmf8yZC8DUiYvOHoOMqeYD8l/3eQJi2bjoKo9aIrKARR/BHWnA655n3+w6WyjZ4xDGDkoCMerTFE5G+JvsVh2YkarAGqpVELK4d2u4zhorV81xcea3UGHziv9Z5EQAuHNRtR9GNlyLWLM/YiWnyPqP2FiI/CMgyl6xMRGUDEDVndOEjnhUldXZuLEAtmGGgBdvWnWbKynUnVI+TFNmSr9v5JizaNUMwXnvCHxEeEWcoW39tclhMCTLs1OikliA7rzcNavmk5X7xUv7+ZYLBbLCDBak5+bIqVk33335ZlnnnneawmCgMbGxmHbSBJIM+mqtWbV+pbEGdwfCZF8qfdHQQwpIieGuIXFlgrJJZtAUk4E4DiJjvCETzkGX/r0hYpABnTVKjS6zVSUwhVZQNBZLZOSGTbWcjS4kwHBiso6mvzpRDpiQ1igwZtMVZXoCWPqvOnUVIm11dXUBfsDgo2Vx8HZC0c2UY6XkVcVfP8gAHK1ByhQj3DnoKlSrD1ASYxBu7sCFTPJKrKJKIwRiXXN9KciY5zDarVxCju7mBsQLwdq4Ew1cYSUklxiQE5KYidKA5n+yI4kb7hiiqUDJpM4ixGL+yejnWSfYLhrODCvqY1Q+R267zPojQcmWcPfQlfvQeuhx1ssFovJbo9eZIutM9gyImySaxShWJP/LROavw1AV+HHSG8+gb8vWufp6v0SmabvAQ5h+TeEqndQyM2dBw2fHiwaV7oGspcAAso3mv3BG4GaKTCX/ZrJZgrvhWg9pN4BxFC8Buo+Ys5Z/Yt5j8hA/DQ4M9lcEP6ALSpnsVh2akajAOrb3/52rrrqKn7xi1+wdOlSbr/9di644ALe8Y534DibVt1+ZcjKyqt2+aUQPsLfB1H/CWTrDYiOBxDN15kJT3cOpkDOWjMpGi8BokQcnk2+0IJS0NpUZnx7gVQQozR05dKs78sQxYI6PyTjRwOfV6h5hEoME4bBREy+lFskhSCQHu2uS7Z8BYU1U1m/7g2ENrPfYrG8QozW5OemaK1ZtGgR48aNG5kLfwkMHfS6RRcZayMCD4i9erg7eJPc4IGYiP5CcorBQnII4tjkBTu41GKBJ1zyNYVAkA9jQNBX0wgkaypF6px6usISDV47CkEpdnCEx6rKRtqCXQHB8vIaWoJdUTpiXbWLrD+TUFdZW+2kOfU6QLO6/AiBfwBSpOmtPU1B1RN4e6B0ga7qf8DbH8eZQKTW0VNbROzthxDNRPEy8rWHqXkLTF+pu4wo7EwHdw8gMv2pxsQNigbjFI6fNWPQ/n43XmYKvcoJ4JrrRq00gq9oNmIxInEZ5zFZ/5Mw+cIFk1kMSTG7Zoww3Jf8AkSyrz9Oot817CSF60iyhq9B95yCXr8vqvs0dPFadPgEWr86Vl1ZLJZXjv6YiBfbdkZ2zlaPJgMh+oYIyNUeo6/2LK31pwOwuudcmrJfRspmauHD5Ct/J91o8iLLuQuJ/dcnGb9F6LsAspcCKajeCeF9ZsksQOFbkHqL6Yx1L+QvTcRiD2q3Az74rweqJk+4zogYVP4AwRFmyW38FLimwMBwQfhEdPTc6N8vi8VieRUyGgVQzz//fD796U9z/vnns/vuu3Pqqady5JFH8sMf/nC7t+/5aHBqr/QlbDVCpBHBwciGzyDbbhlSjO4UcHfDDD7XQvQkDfXdSAkbN6RZujzLhs40UkBrY5mObAnX0SgFnYU03aUUAPV+OCAEKw3FyJRZcDbJFX4pSCHJSJ92VsHGw+lbM5O+votfNXEhFotl52E0Jj+/8pWv8Ne//pUlS5awaNEiTj31VBYtWjRwzleCoROdTkUikzxgAYPREAObHiYAD42KGNyXREZogYpNXIQnXMqhETFLkUZrgdAeSksCkSLSkHaM67UvVDjCZXU5R9ZroxzX8EQzIHiuuJKO1O6AYGlpBW3B7igUqyuraQn2QOmIpcVHaU4fhsBhfeVhlDODlDuZatzJhspyMsFRgEu+dj+FOCQI3gRAvvpv8tpB+gcDUKneTS7eQOQfZkxF8RKIHjerU50ZQMnEDWoF3gFGtFUbjFAsms1xpIxzOHoaqDcOY9EIuseIxThmvCnHArWk4HrF1AFwpmKKm3eb48GIzXIMJoejB0gKE8rWxF0cDx9zi3ozrqUCtX+h8xebSIkN+6N6Poku3YiOlr5qVmFZLJbtx4tGRCTbzojQO+G3Yi6XI5vN0tfXN+JLkNS6uUAZSJYhRUVWxGnAZc+O6+nsu5By+AiZYD/G1p/Kxu5TAWhvuQ6qfyEs34KQrTS0/BR6/8dUfA3eaFy+fWeZD6n/AqilUPo5kILm70Hfl8zSHG8vSJ8Muf8FlCkiFz5sOnHZDun3QvEH5jypd0Hlz0AF3N3NzCo6qS7bB7IF0fx/CG+3Eb1HFovFsr0Zze/97clot+PBpTOZn+7/g0ggxz414p+xvdCqF2r3o2v3Qe0/JnN/E7p60+TLPvWZGm3Z8rDXlIaecgrXUWSD4SJ5rITJfnTUZu/ZNGt4q69Xa2I0FdFOqukq/NS8l3Yii8WyQ7E9+q8rr7ySSy65hLVr1zJnzhwuu+wyDj30UABOOeUUli1bxh133DFw/J133snZZ5/N448/zvjx4/nsZz87TOg9++yzueWWW1i3bh3ZbJb58+fz5S9/mQMOOGCrr2mk2x2vnYkQAq01877+MRpXRvhFRUtDmu58iSjlEKcFUVoSBgKVEsQBxAEoz2za1SjPbLigXQWuRjgK1zfZEtLVZDyICWkKJBVVJZsS1FSNJl9SVVUmZxroDrsZE9RTiruQQEfgUYzzTM6Mp6u2FNDMrp/B2oopojqzbiYbKo8gEMyom8v68kIAJmUWUAkfJlQ5AtlKRzCeXPVeAFpTB+LoFdSiZwFoSr0eET1NFJvJ7PrUm/DVelS0GADHmU7an4Ws/gujeLsmsz9eYWrOmHeBv7fpU9X6ZF8j+HMgWjpYjA4J3hxQJeMm7ke2m8iIeNlwQdeZBHhJ/MSQ3GA5FoST1OUZIluIrBGA1cbhx+OBbABVADaZ4JZjwd8fERwA/n4IZ/yL/8OxWCzbhZH+zu8/39tvOxWvzn/BY8NijT8cce1rfpy4rVgxeMTF4N0xfmAzsFseFdnINGrxegJnHHuM+QHLNr4XpQuMaTwLT+fJFa5BiAbGtd9Cte8zxOFjON6e1GW/At0fAmqI+k+CSKHzSUxE9vtQvglq/zI5TdlLofdTxiHsHwzBm0zOMED92Ub0jZ40heZS74Dilea11LFQ+SNQNUuCoicwgnCTOZdoRDRfi/Dnjuh9slgslu2JFYO3jqeWzWBmqj+ywkWOfWLEP+OVQqseqN1H16q/07v+DqZO62WTCGd6CinyVZ+6oEZrfWXYa0pDrhbgy5iMFw17LUqKCrmbRErolxgpobUmAiLvcNLN30U6mW0/icVi2SHYUfqvbWX0xGBY8MWP0rAuxivF7L7rOB5/ei1xyiFKCaKMJA4EUSBQKYh9UD4oF5SrUb5Ge6AdjXY1uArhGUFYOppMIKmqkLSnQMT4bownNa4bkXYkiCoCzZiURzEuMjXTQmdtHQ1uCk8UiHTEbo0zWVF6DNDs3jCT1eVHAJhVP5t15YcAwW4NB7O6+Hc0Me3BLHzRSzFcisRlSv2h9Jb+giYicDoYk55Hvvx7QOPJCTQHcylX/ghopGwimz4Sqv9EK5Pv6/uHEgiBCO9L7l4GgkNNzZkBUbgBgn0hfMq4ggHwwE9Wt4aPDN58ZwY47RA+PqSQnEgK1ckk979/ctUxhc41yWcNmXSVE0AEibM4HPLbTYHTBqpvyPn7P6YBRApUN8NFY8y42NsX4b8O/NeBM/FVG5VlsezojJYY/Na/nrZVYvCfjvzxTtfP2piIEWewk9GYAeKUpnNJuVOoxmtZ3ncV45u/CcCG3BV4wRsJ/P3QOs/G7jNJZy9HyGbi8FHKxZ9D45fNuQpXoOVk4+xFQ+4zJvbBnWVymvLfgKbLTRZw7W4I7zciMEDhMkgfB85kiFcZYXggMuJmSL8D8M2SoP78J91rlv7onMlgSmaYLRaLxbLjkhomZrqv2HWMBkI2I1JH0rbLJaQn/ImPnPwevvjlQ/jl73Zn8bNtRLGgub7C5NbcgBBcqHis6mugu5xCCmgKqgNCsBGHfSqxgyv0MCE40gK1iRC8LVPvQgg8IUhHd6I3zKWybg+q+R/ZGAmLxWJ5mUQaZKgRSoOCJx9ZleQC66RwnB4oIjdQUC75OSwqon8/JjdYxwJHSEo1ZfZpB6UlKZkiVFDnZCjHivagDY2gGrsIJMtK3bT4reSjCmlnDACLc88wrW4uIFicf5ZJmfkAPF14ivGZfQHN4vxdjKt7I56sY2P1KXKRQ2tqfxQRSwv/oD79tiQ2Yj0rC7eTTr8Xz5lIqFazofxnvPQ78dxZKNVLT/EmSmICbuqdgEOt9i/y1f9QC96SxC6VTN2ZuNOYipwZQB6q/wCVH4wtJITaQiMEewvAPxTwjahb+w9oYZzG7p7mBsZPGiOSaATvdUlxujgRnZ8BPGNWcnfF1AVYndQECAdqAphicxUzxtV5c5ycYMa9eGbfUPewbE8iKGQyLv4NOvc5dOcb0RsPR/Weiy79Eh0ts7ESFssOgI2JeH6sGDzi6GGPI+Cp3uvYte3bCDy6SrdTjnM0150AaFZ1n01L0zdx5FjC6Bm6cxeTafo+IAnLvybUhSEF5T4D6WPBP8hUXO37FDR+LSkw97QpFJe9HPCg8ieI10PmQ+a9+Yug7qOmc4yXQuV2yJgMY8q/gvQx5n3Ro+DNxax96jG5ULqI7jkNXb1zu9xBi8VisbwypMTQJZjBK3cho8yEqe1856bPsW7pbK67ak/O+szRHPOR9/Pp7xzJT/4yj4eeG0s1dKhPhUzM5mlJG3G4EjmsK9TRXQmQAhr9GilncBK4GLnUlMAVelhcxJaKzm3tGFMIgU+IV7wUvX4W1XUHElfuebm3wGKxWHYanlv3/QHH58pyCic0om+2IZWIukYA7s8OFklmcH9u8MBjkwSB6BeHEUZjVAIQ6NisEklJj0qk8aVLXzVCCklXpYYjJCuKvbT6WXrDCm1+ByDYUKmSkilWV7qZmJ4FwGN9i5lRNxcNPJF7msmZvdFonsw/zrT6NwLwVP4ussEC6txx5KM1rCwvYVzdO0w7i7dRYRytmaMBxdrC76gwlsb02wFNd+n3FJWkvu5UhMhQDR+is/QbVOodOP5+QJVK+Wby0Vri9AmmsBx9UPk9qFxiNJoO5KByK0RLIHirEXsRED5oVrA6UyA4GuR4c2ztLjPedPeC4A1mhavuhfA+EyfhzDTncCYBVWNWip4GMiaf2N0DcAdqAqD7QLQZMVpONL8wtdpEWxAasdidacRjMMKw2sBADIYcn7zmmHNWfo/OnY/uPAK98SBUz8fRxf9Dh4+g9VA3ssVieS1gxeDnx8ZEjHhMxK4Dj2MdszissiJqZmrjSTT7Y1jS/TUEHnuNvYF1PedSjZ6mPnU44xrPYt3G44AaTY3nkZIpKrmvAS71LTcgS9eazlO2Q/P/Qd/ZZtbUnQ0NF0DvaaDLkDrGLOPpOxfQUPfxZNbzt0AA2W9C/mKTRezuajrb0rXmgtPHQ/kWIAR3XhIZUUsE4W7AQzR9B5E6ckTvmcVisYw2O8oy29FuR/eqaTS5STV4OR455o4R/4xXE5VyjS+e/n8senQlKu0Tp13itEMcSERGseuMTubuso65U9cxb/JaGlObZAdrQU81QApNk1/dLC+4Ejs4Qg0Uouvn5WQLD5wDUM5uuM1XIN0pL+9kFovlVcuO0n9tKyPZ7iXL92JqYCb1Pv3APtzzk/mke2Kynkept0zsSeK0JE45xClBmBLEKWkyg4fEROgtRUU4GjyF44FC4QeCmBjHVfiORsiYRt+hpiu0p1IUVJ4610OKKpGO2KWhmXWVDYxPNZOL1gGaBc2zeCb/CBLJnOxMnis+giMc5jTuyrLigwgkr2t5M0/3/QFFzNjUHqREma7q4wgcds++lfXFPxLpAp7MMqPh7Wws3Eis8ziijkkNx1Eo30ykOgFBS+Y9uLqHcuUvADiyg6bMu1HVW9GxiYCQzmwyqcOR1dtNnRowJqPgMCP8DuTye6bejXCh8jcgiVwS7RAcaOIaav9mIP5BNCfREgWo3U9/3KLJHJ5visNFixMBt59G8GabY8PF9NfrGXjNnYZxGD87+Pn953Qmm9iIeP1gwboBUuB0mPfG64ZcS4JIG9OUtwDhLwBvHkLWb80/QYvF8iKMVkzEm2/96FbFRNz+lh/udP2sFYNHUQwOVcwTYY1VcRMg2GfMd+ku/pzu8j9Ju9PYrf0Slm48Dq2rdGTPI+0009VzLiBob/kJVH9DWP49QrbR0PqrRAB+ykRDZL8NPaeYiIjgcCPk9n4ciE0ldWcy5L9qLqThfNPpVv9pcpOy34TcV0yn6syGYH8oXW+OTb8fyr/ECMJzBjvRAUFYIrLfRKTfOaL3zWKxWEaTHWUwPZrtiKKY8vqZ1DlJPIQzG9n++xH9jFcjcaz4zud+ye1/fhSV9lEZjzgtiQJJ7CeCgC9QPkwf3828qWuZP2kt88evY3xDYbPz5UOPUEmyXhVnk/VXoRIIAa4Y/qfXS80WNu/VaCHBOwjZdCnSaXlpJ7JYLK9KdpT+a1sZyXYXV+1KOuna9vzpiWQXZghyMU5FIZRGuZIoJVFp8zNKJZnBgRhWQE65oL1EEPb0QG6w8EBLhXA1vieIRURjyqMYV2hOOZTiKk2BoKJqTG1oYH21h6l1zayvbsCXDi2BoBCVmN0wnlXlpThCMi87nWcKj+FLn1kNU1hSfAxP+OzeuAvLig8Agte1HM2S/J8JVYlmbzJjUx2sKv4LgF0b3041fJS+msn+n9LwLlS0mHz1vwC0ZY6kTkJf+XcAeM442uqOp1K6mSheBkDKP5iGYC5h6UbQOQBc70BSwd7Iyu/MOBRATofU6weLlgMgwD8cnLFQvX3wWDwjIIsmY3QaKEIHePuYHN/oWYgeG/IbrAd/gckXri3aRMRtBH8P8zB8wjiFB3CNK1g0GCNUUjhvkAZwJ5mH8crN84bJgNPvKF4/vOCdabg5vzcP4c0Dfx440xDCLr62WLaV0RKD3/CnM3DrXni1Y1Ss8o+3Xr3T9bNWDB7BX7bWNfT6OQPPayrisVpM3plPIVyCJ5s4cNw1LN7wYWrxesbUvZv29DxW9/wvIJja9lOqlVspFH+KFFnGjvkNlZ6zUNFiHG8edc3fg+73m+Ut/iFQ/z/QfQpQgcxJCG9PdN//AiDqP43WVSh+HxDQeBGUf206aNEE2a9D7kumY3b2gGBvKP3UXHjmQ1C60ZzX3d1UddXFJEPYdL6i8cuIzIkjdu8sFotlNNlRBtOj2Y6VyzbQ5h1A4CQF5LwDkK3/b0Q/49WK1pobvv83fvrDf6LSAXHKJc44qMAUEgoDQRwIlCdQvhgQBsY0F5g3cS3zx61j7451zG7uwtnEBVxTklLsUueEW3QIa8DZQoTESys8BwgH4R8F2QuRjnUsWSyvdXaU/mtbGcl2h2t2wZESrTWzr/gIHY9r/EKMrMQIQDkicQUbh3CUMt/7yk+KyLnGHWycwaATMVh5GuGCkqaQXCblUo5rBIEgStzBntRIJybtSrSoknZcfC+kpkJmNrSyqryeCelm+qL1gGav7CSWFJ8j46SYWT+GpcWnqXPqmFLXwfLSYgKZZm52D57KG9F376YjWVe6i2LcRZ3Tyq4N+/Fs7mYAxqb3YUzQwYr8rwBo8vdgXHoOa/M/AWICdyKTG06gr/gTavFyABpSR9LgTSJf+D+gBvg01r2fQEgjCmNWyHipt5JypyHKvxoQik0kxFEQP21MSP14+4G/F9QegPChwf3O7uDvbSIMa/cwELco6s1YV6RM1rBaO/geMc6IrigzrlVdQ37T9ca5KwOInjNj2KHISUn8RMUYrHRxk9fHGfFa18w16dIm/5LS4EwA4ZnPHeZW7r++LHh7Ifx5xtns7YWQO8//W4vlpTJaYvDhf/zYVonBd7ztqp2un7Vi8Aj+slW8ATYePPC8rGo8UhNMaruaJb3X0VdbTGtqH3Zv/giPrj8ZUOza9i3C2kJ6ij/HkVlmjPkt3T1nU609iOfOpqPlaopdx6F1L1763aTrToXuD2AE4BPB2x/6zgI0ouF8IEbnLzIX0HChCeYv3QB4psBc8RoIFxlht/HrkD/fLNdx9wJvDyjfaN6b+TCUbzKdpDPLzKbqvuGCcP0noO7jtuqqxWJ51bOjDKZHsx03/uJu3n3oB/FkIgYH70A2Xzqin/Fq52+/fZBLz7+ZOOWjUq4RB9IOcSIGx77ZjCgMceIUM+Kwpi5VY8+x69m7Yx0L2tcxt2UDjd7mGYPF2MUVikBuXhAu1iMjDps/7lxE8DZo/DLSyWzbCSwWy6uCHaX/2lZGst3Rml2QiRi850Ufo+25kEwIcSFk2owxLFm6cUAMjlKCKG0mAiNfoIY6g71EEHY2iYqQGuFrtNAIV5PyJSER2bRHISrTnvbJRSUm1GXoquWY0dDCmup6AunS6EMhKrNndjxLS8vIOAHT65pZVlpOs9fE2FTA6vJymrxmOlL1rCo/S53TwL4tr+Ohnj8AsGf2cPK1xfTUluHJDPOb38HTvTcS6woZt4M5Te9iad81hCqPKxuY1fRBOgs/pxqtAqCj7j3Uuym6CtcBMVI0MqbhdOLafVSqdwAgZQvZ+tNw4yWE5d9hehkPP/M+UrI1GTf2mhsuJ0D6ncZtW7mVgbgFdxcI3gTxWlPQPBGWEU2QOtLUKqj+w0Qc9iOnQ/A649qt3jFcwJWTjTCsY5M5rDYO+a0HJmNYNhtXb/gww2Mf6sDb3QjPaqOJohhSCN5ESkwHpxV01YjLmzmHfSMuyzpQJdNeqpv/A3SmgbcnwtsLvL3A2w2xA9dlsFheCqMlBh/6hzO3Sgz+19uv3On6WSsGj6QYXH0Yet4z8LwQV3kkdOhmPoeNu4h/rzmZWJeY1XwmgQhZ0ftdpMgwb9yvWNtzLuXaQ6S83ZjS+iPWb3wnsdpAJv0Omus+QLH7ZCAi1XAOgbcHuvcTGAH480CEzl8CSETTd9Hho1D8ESBNQbnqX0xHLDKQvRIKl5qlN7IVGi+Evs+bztudb/KXBgThU0yGsM6ZqrGqOykqNygIk34fovFLCOGM2H20WCyWkWZHGUyPZjtO++r1XHnahbj9YnDmdGTjZ0b0M14LPPbAUr7wkf+jDMRpf9AtlriE40AQe5sIwh7QLwwPcYxJRzGjqYcFY9Yxv2U9C5o3ML0ut9lnRloQaUFqC+LwlvKFt1UcHhSGj4bsl5GyYRvuiMVieSXZUfqvbWUk2x2vnYkQAq018790Bk0rQrxSjKvgrP99C9+55E/EgUOccogCQZwWRP0RQcHg9/yAM3iTqAhcwNVoqahLuZT63cE6xvEUUig8V+EKyPiamgqZ1dTKitJ6ptS1sKFqXMGzG9tYVV7LhNQYAqfKhuoGJqXH48kindX1jA3GUe/B2soyMk4DB7Uexn3dvwI0uzbsh9Q9rC0/jMRhv7YPsiL/B3LhCiQuc1tOoadyB73VRwCY0nAsKRGyvvALAAJnHFOyp5Mv30S59jAAGW9f2urfRaFwDWH0LACeO5Ns3SlQ/TtRzbiTEfUEmQ8QOI1mdelAfMQYSL/XjBvLvx0UckUTpN9hxqaVPw4Xf739wZ+fCMlDModxTBF1dxeIV0P1ToblATszzPt0ZBzDQ8+JBHdPcKeYa6g9OChcD7x/mtkEW3YV45rPlm2gK4k4vGnmMCbmQrYD2uQOq3Vb+Bfpmro/AwLxHHBnIIS7hWMtlp2D0RKDD/79/2yVGHz3O36w0/WzVgweSTG4fCv0fWrgeW9c4dGaz4qolZmN72JiZg4Pbfw8IDlg7I9Y03c5fdX7qPN3Z48x32PJ+ncSqY1kM8fQXncy6zuPAyKas18kJZsoJxEQmabv4ukedP5iQED2+yZzqfwLjAP4x1D9I5R/BfjQ9EMo/djkBosmaLoS8heaGVA5Bhq/DH3nGdHX3Qf8PaH0f6YR6Q9A9VYjBDtTzHIZtdGcR/cBGoI3mcJyIjVi99JisVhGkh1lMD2a7Tjws9/mzrOuwpFJ1l3DBci6k0b0M14rrF/Vzbkf+CHre0uotIdKu0QpZ1AQThzCcSII66EO4SGCMJ5xkGlXQ7I1p0osaF3P3k0bmZ/dwJ4NXdQ50WbXUFMSV6iXLQRvivmjz0F4h0L2q0i346WfzGKxjDo7Sv+1rYyWGLzvZz9K47oItxSz116T+Pg5R/KRD16DCpKJv5Q00UApkXznD/lu95LveyeJinA12gccjRIafI0Q5rs+4ztUCWlO++SiMmMzKXrCArOyrSwvrSPjeqS9mFJcZa+mCTxTWEazV0edF9Mb5pjTuAtdtRXkozy7NcykEK2iL+xhamY6vlNjdfk5ApnhjWPewsLOn6OImJLZixYvYEnBiLRzm48jilaxomgiG6bUvYkWv4GluRsAaPRnMzN7PKv7vk8lWgnAmLp30eRPpTP/XZQuIfBoqf8gGXcsufwVKGUE0FRwGNnMO4hKPyMOHzU3WjQQZE4mcJqh9LPBPGDZCukTTLxC+VdDhFoHgiONGFpbCLW7GYyKaILUW8Bpg+pdw+MlRJ0pUueMM/nC1X8BQ1bhOLuajGGkeV/0xPB/EM4M8PYE4RhRN3yEgYJ2pnXGweuMMQXaw8WDRfMG8IygK9vMZ8crtyAgY0xUzmSQmcQ9vGLLIjIpY8ry9kC4c4xr2d0FIbwtHGux7HiMlhh80O8+vlVi8L+P+f5O189aMXgkxeD8VVC8bOB5V1TikVqGNbEp5nLo2K/TXf4nqwq/J+V0cMDYH/Do+vcTqR7GNpzI+Pq3smTD8UDE2KYvEoiA7t7zAElH241Qu5tq4SrAp77lBmT1ViMAizQ0/8REQFRvMx1k8/+D4g9NYL+og+ZrIP9N09nJVmj6PuS+bPKS5FhTZC53ngnG9/Yz+U3Fq0xD0u8zS3bUBrPsB206RFFvls0QmqqqzVcjZHbE7qfFYrGMFDvKYHo027HHNy7k4Q/9P2R/4ZPsD5DpN4/oZ7yWKBUqfPGj1/PIY6tQKQ+VNoXl4kAS9cdF9G+eyREeGhuhh+ZKusY5pqWpOo+rEY5GugrXjdm1oZsFjRuZ29DJnvVdTEvlNhOBTb6wwBEj92ebBgQC3LnQeCHSnzVi57ZYLCPDjtJ/bSujIQYrBQeefTqZzgi3HHPmWW/myLfN45g3f2uYGBwHgjCVZMX7g9/v/RN//VER2gftaZMZ7EAm7VKMq9SlXUrRoDvY9TSgSPuaWMfsmm1iRamTWY1jWFFZjSMEk+saWFfpYq/sNFZVllBTIQe3zeOJ3EPUVI3XtcxnefFhynGJ3Rv2QsgCy4qL8YTPkWOP5T+dNxDqCh3BDHap35XHem8BYFJmX6bU7cEjXT9CE5P1pzGn6d083fM9QtWLFD67Nn0UqdaxJv8TQOM57UxrOoty5a/kK7cD4Mo2xjSchVAryBWuxYivkvrMidQH+1ArXouKFpsbLhoIMh8icNtMTZp+8VdkIPVucHeF6p+gdu/gL8mbC6m3GgNS+TebFJbbG/zDjBGp8pfhwqwcY4Rh2WaiEGv3MCzuwZkK/gHms6MnoHY/w+IiRAP4+xnhV+Whdt/wzwZTSN2bayIndM6MpzfLC3ZMkXc5zhS6U+uNiMymUVEicSF3AC6oHoiXbCGfGEzUxSxw5yC83cHbDdyZ1oBl2SEZLTH4gN99YqvE4IXHfG+n62etGDySYnDvF6Dyq4Hn66MiD9caid396K4+iSfrOXLiD3low6cohsvpyBzOjMZ38cSGjwCama0X4VJgbe8FgMPUthuolm+hULoRKZsZ234rYf4iwsqtCNFEfdstiPxFZhZVjoGWn0HuiyZoX7YYgTh/oeloZQs0XQO5C0xHKNuNINz3eYifMyJv4+eh73/N8hlvAQSHQOFy05jUu8151GoQY002UvwckDIWJV02nVPztQhn7IjdU4vFYhkJdpTB9Gi2Y/crv8Qj7/o5st922vJrpL/XiH7Ga404Vvzgq7/lj7c8gE4HxMGQwnL+JjnC7hBBuD82whniEk4cw2ZJcbI5CulqszkxrqNwpaLJLzO3oYu9GjrZI9PNbulemtzaZtentFnRuqlT+KVmDAsAMQkaP4NIHWlrAlgsrwJ2lP5rWxkNMbgawxs+cRrpnginqrju52fw3W/8gcefXEtVQpySqCQqIkoJov7CoUH/qo8hzuAkK147ZsJPeoIYBZ7GcUBJRUPgUdJVWtMBvVGJyfUNrK/20OKnCUWRUEXMbRnL04VVTEw30xd1EemYt47blzs7/w3A0WMP5O7OO9Bo3jjmYBb13EmoQ+Zm90GIAs8UHsYRLkePPZ4Hum+iHOdo8SewX8tR3Nd5DZGu0uiNZ7/W9/Nw15WU405ckWGftjPpLv+DDeW7AWhJzWeXxvexsvcyytESANrr3saYzOvZmPs2tWRf2pvLmMaPUSn/jlL5jwAIUUdj3Wmk/V2oFX6Iip40N140kqr7EL4z3sQQRk8lvxFpMoL910N4L5R/z4BoKpoh9U7wppuM4OodDIi7og6Co40oGj0Nlb8Oj3twpkHqTSAajSO4ejcDucRghNrgUGOMilcax/GwuAgB7h7GFSxciJZBeL8Z5w5FTjZuZtkAqi8Rhzd1DmMcyM50kClQOYie2fJxZMDbxYzXAeIeiJ/dvMCdOSm408HdDeHtlsRN7Ibof6/F8hpltMTg/X77ya0Sg+995xU7XT9rxeCRFIO7P5wsbzGsCgs8UmthzzFXsrj3p2ysPEpbag/2bz+be9Z8EEXInNbzcHQ3y3svR+Cx19gb6SteT2/p1ziyhRljfkNX98ephYvw3Jl0tP+ScvfpxOEipDON+tYboPcM07m4s4zg23uGEXydiSYyou+cIc+vhr5PJ47gDmi6wkRExEtNAH5DvyCcN8tngqOg8C3ToOAdED1slsCINnDGQ/QI4JrZVp0DORbRch3C3WXE7qvFYrG8XHaUwfRotmPvn53H/W+8eVAAbPsn0p0wop/xWuVPP1/I977xe+JUMFhYLuVsLggnDuEtxUb0i8HKMw4yIwoPdwlLRyOlwnMjXEfjORGeq/BkxISgwJy6bnZP97Bruo/pfn6LBehebozEcBogfTzUfxLpWCeSxfJKsKP0X9vKSLX7uXU/ZhqXAPBEPsMZ55yA3xcxe0YHRx61J1d+688o10EFDlEgUYk7OEoN+W73h3+nDziEncGoCC01SGio88iFlQF3cColCVWE70OsYyY31LG+kmNey1iezK+k3vWpD6AvLLJvyzQeyz2NRPK28Qv4x8Z/I5G8dfwB/HPDPwB467g3ck/nX4h1zF7ZBaSciMdz9yGRvGXciTzc+xty4Ubq3VaOGPth7uv8EflwHa5IcXD7x1hV/Cvryw8CMCv7XsYEE3mi+zvEuoQjUuzW8kmI17Iq92MgxpXNTG06G5ccG3KXo3QBgKbMsTRnjiKXu4JauAgAKbI01n+MtDeRauFKVPQ0AEJkCeo+jO/vDqVfDhsv4y2A9HsgXgPlXw7P2PUPNFERqhPKNycF2hKciRC8zYxHw/9A5e8MK97mzkocw02JMHzncPetaAL/EHBnmHFvbeHmcRKiCfz9TcwDNSP6hg8zvNAc4M4Ed/dEHM5D+Khx+26KbEuOazXniNdA9PjmYrO5w+DNNG5ktHEQR89unnU8cO4O02ZvFsKdZdzX7nSE8Ld8vMXyKmO0xODX/easrRKD73vXd3e6ftaKwSMpBm98O8RmxlNrzbKoyGPVNgpyT94y4Wv8ddXphKrAHs0n0+RlebzrYiQeB43/KWv6rqCr/Dd8p4O5425iZefpVMJHSXl7MqX1StZ3HkscryUVHEJ78+UUuo5Fx6tw/P2oa/oWdL/fdJT+/tB4EfScYkRbd1cj+PZ8dMjz70LvJ0yHIsdD9jLIfcZkGDlTTWRE37lJUbnZkD4W8t/A5AMfbYTn+FmgHvw9Bpf4yFZQXSCyJjLCXzBi99ZisVheDjvKYHo023Ho78/in/veOiAGizH/Rcj6Ef2M1zIP/+dZLvjY/6MiJSrlEaUSh/AmLmHtiQHRYGhsBP0V6D09ECGh5eYuYeFoHCfGcTSuE+M5ClfG+F6MJ2M8J8aTirRTZXqqwOxUD7sEOab5ecZ5ZZwtCMEjIxA74O0LDV+wcRIWy3ZkR+m/tpWRavfSZXsxJWUKjb3nLwez8aZZ+PmQkz90KH+9+X46N+RRrkT5TlJELsmGT0lTTC4QA9E/sQva788M3iQqQmiEi8kO9jSBJ6kR0ZT2yccV2jNpusMCU+qzrKt2AZpZTc0sL25kz+bxPFtcjgAOaJvOQ71P0eBmeF3rNO7tfoiMk+LQ9j25u/NuHOHwnolv47Z1NxPpiDmNe5P1XRb13oVAcNTYE3g6fxud1RV4IuDIcR9jaf42VpWMADyv+XgCEfFE788AaPZnsk/bmSzp+zFdlfsBaEsfwMzsCSzv+Ral0IxtG/y5TG06i0Lld/QUbwJAigxtDZ+gzptMX+4ywsT5K2UbjfUfJ+22Uy38YEAURqTxMyeQCt5giptX/siAI9iZamrVOK1Q+W2SA5zIFLIdUseBt6sRkit/Ge6a9faG1NGAB9W/G2F3aBSEOwuCNxkxNnoUKv/YRFR1wd/X9HHCM6Jv7Z7NnbnuLuC9zjh4VReE/x3idt7kOHcvkNmk2NxiCB9n88gIzziR3SkgUkasjpYk59y8lgCizTiIRUsSRZGHeNmWs4r72+VOB3cWwt01iZzYFeQ4u/LH8qpjtMTgBTefvVVi8IPHXrbT9bNWDB5JMXj9oaDNbKbWmufCEo/V2lkXN7Fb9q1Mr1vAv9Z9HhC8YdxlrC7cwPrSndR5Uzhw3LU8tu4DlKMlNAb7MqvtGyzZcAyx6qYpcxxjGk5j3cZ3onWR+syJNNWfTqHr3aDzeOl3k647HXpOMp1WcAQ0fCYRiDeYDjJ7IXR/yDx394Dst6H3Y4kjeCJkv2McxPEqs5yl8UvGQaw6zRKXzAcg/zUgNp2p6kqC/D0za1u709wEOSbJUAoQTZchUm8asftrsVgsL5UdZTA9mu045vbTuWXOHYNicMeTiP78YAsAa5Z3ce4HrqYzXzGF5VJuIhxIYm8wXzL2huQIJy6y/ir0yh0Ug5W7iUvY0QhXI/uFYZlUoJcqEYZjPDfCkxpPRviOwpcRvozxZUSDU2NakGN6kGeKV2SSV6JtC/ESI0M71H8AMqcipXUeWSyjxY7Sf20rI9Xu0qpdSblmbDbrux9m4oMCtxhx8ikHc8OP7gBAOUYMVkmh0GhYAbnBCb4BZ7A7GBWhPZ0UCoX6lEcuqtJY55MLK2RSLuW4RjolqamIxrRLMaqxT/s4Hu1dyYRMlr6oh0jH7Nc+mUf6nqMjaGJMOuDZwiqmZsbSmnJ5Kr+Edr+FWY0dLOpdRMZJ875J7+K3q39KpEN2b5hLRzrLfd0m3/eIjuPZUHmYpcX/AnBQ2wm4FFjU80sAJmX2YY/sm3mg8ztUY5MbPL/lY6RkzOKeK1C6givq2aP1XKTuYUXvFcS6CAjGNZzImMyb2ZC7hHLNnN9zJtPR+GlcoenLfZsoXgaA44wnW/9JAidLrfhD4vCx5Lfi4KWPIZV5D6L2Hyj9wqwwBRMFkT4Ggjeb/N7yr8x4FAAJ/sGQehugoPInUyB9oPibB8EbzEYVKn9LMoSHCsO7mrGyM9EYnKr/MOPhobi7mIxiZ7wpnF5baNy+w4rMeaZInTfPXHO83kRKbEkcdqaa42QHxhG8zIyjVdfmx8pWcOeY4ni4RrSOnjQi8bDPTxBZI3Y7Y4AAqEC81sRoJC7uzd9TlwjWM81qXnemeS7HWpHY8ooxWmLw3r8+B+dFxOC4WOW/x31np+tnrRg8kmLwugVA3jzWmqfCMo9VO+hS5jPePO4Cusr380zuN6ScFo6Y8H3uW/cRKvEGxtcdxezmj/Dw2mOJdZHxDafQUfd6lm48AVCMa7qQjDuZDV0nA4qmxs9T58+l2H0yEJNq+DSBvz+651QgNMtt0idBzwdM5xocBvXnQM+HTDC/txc0XgK9iWPYmQLZb0HvWaDWmuUwjV8zkRFqnXm97jTIfdWc3z/M2IyqdwDCLMOp/s3cCNmRBO8LRMN5kDnFdiwWi+UVZUcZTI9mO0656wNcu8u9puI64Ix9ekTPv6NQyJX50kev59HHV5vCcilTWG6zHGFvMEd4IDbCHRQSBirRe0YM3swl7IBwFE4SH+E6Ea400RGuo4ww7ChcERM4sRGEnRhfRARORCAifCemXlaZFuSZ5BYZ71UY61TJOvGLN3SbcMDZCxo/gwz2GeFzWyw7NztK/7WtjFS7wzW74EiJ1pp5X/4obU/XmDKmibhUZcPaPvzApRrGKL9/cs8hDsSAKzhOSfO97UPsDJnYG7riw9WIQBBrBS5IB2JHURe4lFSN1kyK3qjExPpG1lZ7yLge2UDSXSuyf/skFvUuodFL0ZSSbKz2cWj7HjxbeI6eMM9+LbvRWVvN+mons+qnkXZDni08R4PbwPsmvZNbVv0/Ql1jdsOeTKkbx92dfwDgDe3HIkSOB7p/B8DshoOZ3bg3d62/PMkRHsfrO87hqd6fs7p0DwBj0/swr+XDPNXzHXqqjwDQkTmMWc0fZW3uOjYWfw+QREd8hkAK1vd9kygpuJbydqej8VxQG+jLX0Ycm3xc15lKtuFTBG47tcI1RENiItzgDaTqPoyMl0PphuHCrL+/iSoCEyFRWzj4mshC+m0QvB7CZ4ybeKgQK+qMgck/DChC5fbk/UPcuc5Ec4w3B+INxtxUe4BhMRCizhif/AXGvRs+YbKIN83+FXXg72MKzYmMiYCo3Zdc0yZyi2wBd2/wZmAKDHRC+JgRfbfkCHZMRjBOOyCTyIinjJi9mdsYIABnF+M4lg3m81Wvia6Ilm35M8AUh3d3AXcXhJvkHbszwJmAEM6W32OxjBCjJQbP//U5OJkXEYNLVR6yYvDOweiJwXPoD6lXWvF4rcrjtbEE/n6srzyOJzMcO+n73L3+C/TVljA+sz/zWk5i4drT0UTs3vJpst54Fm/8GAC7tn0LqTeyrvergMu09p+joqfo7v08AO0tP8LVecp9nwUg03QFnsyge88CFNR9FBEcju4+BahC6h2QORV6PmhmGb29jeDb+5HEETzNCMJ9nzLP5XjIfhNynx98Xv9xyH3FnM/dG9xJUDF/ZBC8Car/BGKQYwczn9InIhrPRwh3xO61xWKxbAs7ymB6NNtx7v3HcPHEJ6wYvBUopfjxJbdy80/vQWV8VLDlHGHlGVGYRAyOEwFBD6lGP1BcztmCS9jRA9ERpsCcxpFGBHZkjO/GuFINREf4/aKwjPBETMqJ8BNR2BMRgRMSiJBGp8YEt8Q4p8oYt0abE1IvR/LPwXrj6mo4G+naorIWy8thR+m/tpWRane0ZhdkIgbve+5HaFpZ44B9pvPAv56iqaWOQ964O7//9QPDnMH97uB+QVgnKz3UUCHYg1gmk3k+5ntcarKZgJ5amfqMRyGqkko5VOOQTEpSVREzm5tZUuhifus4nsitxBWSXbKNLCtuZO+WyTxdXEqsFe+bfDC3rv0XoY45ZvxBLOz+D6W4zEGt8+kN17C8tIJGt5ETJ7+bX6/6P2qqyqyGOcxqmMHfNxgH8Ota3sy0usnctvYqFBEdqem8YczJ3L3hcnLhWlwRcFD7/+CKGg92XkGsq/iykde1n0usVvFU9w9QhDgizazm/6ElmMGS7gsphc8C0BDMZ3rTZ6mE97AxdxVKG1NUXbA/HY3nEoWP0Je/ApU4YF1nEo0N/0Pa251a8TrCyp/oF0odbwFB3UdwZQOUf2HiHvqdsLIDkXkf2j/QGJHKvxmeLezuiki/C+3ubrKBK3825qZ+RBZSbwb/cNB9xsBU/TfDisuJJiMs+wcCsXEUV+8C3TP8H5S7C3gHm8gKXTTice3ezbN8RRb81w2Kw2o91P6bZA5vumInMIK0t6cRinVkCrWHD5sx+GbIRLTdzURo4JjrjJ41gvLQbORhb5tg3ueMAdLmOlQXRM8lURPPN1EcgDvVRE44M4xQ7E4DZypCZp7nPRbLtjFaYvDcX396q8Tgh4/79k7Xz1oxeETF4Nn0d1qRink0DHmiOo5Dx3+fB7v+H+sqjzMmNZvXd5zNX1edTqyr7N32cTLS4bGuiwDJAeN+SKFyDyv7foAUAXt1/IKe4tX0lX6HI7PMGPN7CsXryRd+DASMbf81uvJXqsWrAZ+61p/hxivRufMBEA2fA2cquvdMIIbMKZA6JhGEc+DtA41fgZ7TTKfp7mIiI3rPMjOzcgxkL4XclwafN3wacl8zYfvOTAj2h9JPzU3wD0syhCuJILwe0OAfjGj6LkI2jNj9tlgslq1lRxlMj2Y7vvHwm/nsmGVWDN4G7v7LI1z0vzcReu6Wc4T9REDYUmyEs0lxOWdIcbnncQn3F5hzh0RHDM0V9hyFJ2MCafKF+4XhIBGHB0RhGeHLGoGMCURIIGLqRJUOt0a7E9LqRGSlIiP0CK3saYf0u6HhI0j7d4DFsk3sKP3XtjJS7Y7XzjT9mtYcdObp1G+s0dFUR+e6Pk775JvxA5cfXPpnlOcOE4PjRAiOAvP93e8Ijj3AT4TgZGIPH2IU2jcLJ5WjSfkOZUKa0wG9UZmO+gydtQKT67Osq/UQa5XERaxiVuMYVlXWEmvFOybtxe3rH8QRkvdPOZhfrfo7AB+c+mZ+s/rPKBTHTTyKJ3L/ZUVpJVkvy/snH8evVl5LVVWYWb8b85r24s/rfopGs0v9nhze/lb+tObblOI+Mk4Tbx9/No/3/oqVJZMRPL3+UBa0vJf7N15KV3UxANMajmL37LtZ3PNtuisPAdDoz2LP1vMo1R5iRe/3kugIybiG9zG+4WT6ij+nq3A9OhE7G9NH0d7wSWrVO8kVfjggCjtyDI0NZ1AXHEat9FNqpV/RX/xNOBMIMh/ETx1uRN3yL82qVsDEQLzR1LNBGDdw5XYGC8c5ZjVs6u1GVK3+LRGG+2MmMPuDoyA43OT5Vv9hBOZhYm4AwUHgHwrOOET0BLp6F4SLGB7VkDJuYP8AE+sQb4DwXuMI3jRvWDQad7E7z0RB6G5zvtp/t1wUTo4Hfy44uyZ5wvkke/gxE12xGU4i9M4Cd5xpgy6Z8Xu4eHMn8wBuIuzOMMKy8ECH5jPipRAtZXPxeuh1jk3ePw3hTh14bN3Elm1ltMTgvX517laJwY+859Kdrp+1YvCIisG7DjwOVcSimmJxbRw1uSfHTfoCv1nxcaqqwPyW99Hqd3Dvhm8icDhy4g9Zlf8Fqwq/x5NNHDL+Bpb2fIWe8h0EzgTmjruRlV1nUK79F9+ZwvQxv6G79zOUK7chZStj2/9AmP8mYeVWEPXUt/4Sp3YPuvBtAET2YgB04iCm7kxE6o3o7g+aLCF/f1M0rudUI966swYzhKOnTKeZvQzyXzf5Q7IFGr5knqsNprNKHwPFqwEN3n7JrGQfiOZkdrJqcomafohwJ47YPbdYLJatYUcZTI9mO65+7CBOb91gxeBtZMWz6/nsKdfQVagOyxFW/qAgvMXYCGcwf7LfUfaCLmHZnyecZAo7iRg8EB0xJEpCmlzhwIlwhSJwjBgcJPnCnoxxE1E4GBCFE8FYRPiEBDIiI2q0ORHNMqLJgToBKSFepkAskr8bjofMyUjHuooslhdiR+m/tpWRFoOVUhx++um0hZJSd5FsNs1P/vApHn5wGV88+0aU75rv7UCi0g5R/yqPRAzudwRrb3hchPAEsVRoFxrrjSu4IR2QCyuk0g6VOCQITGZwNuNTiKocMHYS93UtY1y6gSpFilGNw8dO5z9dT5H10uzXPpm7Oh+jxa/n0DG78td195KSPu+dfAi3rP4zAGdMP4E7N/6NleVVNHlZTpr8Hm5a+WMqqsL0ulm8oeON3LzqKmqqQnswgWMnnM7f11/NhuoSHOFy5NiPo3Q39278MYqYOredN449j87KAzzWfT0aRZ07lgPHnE8tXskT3d8hVH2AYErDcUxvPIFVue+zsfhHABxRx8TsRxmTOZLO/A/oKf0aI5xKmuveS3vDx6hW76Avf+VAfISUzTTWn0pd+h1E5VuolW5Aq8SJK1L46XcTZN6PjJehSzck9WoS5DgzyRgciYgWocs3J67bBFFnVqik3grCNUXnKn8dLryKJki9Afw3gMyYonXVv23uxnVnQXCoKTCnCyanuHpXUieH4ecLDkiKzLUZMbV2vyk0t5k4nDauYW8fE1ehq4nY+1AS/7BpPrBnrsPb08Q3CteI5NHjiUC8hfxhMOd2dzMirajHZBavM5/xQrnCBANOYJx2ED7o2Hxmv0i8JRF76PU6E42j2JmCcCYnjyeDM96uGLZsxmiJwXN++ZmtEoMfe++3tvmzr7zySr71rW+xdu1a9thjDy6//HIOOeSQ5z3+hhtu4JJLLuGZZ54hm81y1FFHcemll9La2rrVnzmSWDF4lMTgqop4sAaLq+PojBuZ3/wWZtbvxV/XfBmAt064mOX537G88HfqvQkcNeFH3L/+f+irPUGjP5v9x36fR9adQCVaTlPqQGa3XcJzG95NGK8g4y9gStt1bOh8H7XwMTx3Fzraf02l5xNEtYUI2Up9682I8i+h9H+Ag2i6EuKV6PzXABD1nwT/YHTPh0zn5B8EDedBz4fNTKAzHZqugL7zIHrMzGZmL4PCd0ynIxqh8UIoXG46BNEEmQ9B8ftAaCqo6l6IVwBpEIF5LlsRTVcj/Lkjdt8tFovlxdhRBtOj2Y5fPjmf45oGByvSisFbTTFf5isf+wmLHlk5PEd4E0H4+WIjjBg8xCU8tLhcv0vY0UOiI4xLWEi1WXSEl4jEnkzcwlLhO5H5KeMXEIVD/OQ1T5h4CY/ktcQ9HIiIFCFZR9EoNXVCkhYSX8iXJxDL8ZB6N9R/ECmzI/Z7sVh2BHaU/mtbGQ0x+I0nn0qrcCj2lDjlzDdwwocPZemz6znjfVehfZfYk0QpObjCY4gz+P+zd95hUlRpHz23UufJM0xiyBkFEVTAnHVVdM0i5px11zWtaVfdNeecc85xzQkEIyAgOU9gcuzpWPf7497umYEB0YXd/XTe5+mnu2uqK3T3VHWd+tV53VQC2Ow4mbe2KkIK5YH32CYRmSDTr1LBBUEfNdE2+mdmsaK9noBlk+GzqI60slNhX6bXLcZvOZQF/Sxvq2F83iCakvUsa6tieEYZIVswu2kxhd5ctssbwIdrvsTA4MyBk/lgzbusbi8ny87i2L6H89zKB2lPhukXGMSBJYfx/KrbaYrX4TdDHFl2Lj82vsWCFuUIHpdzICMzt+ejyutoipcjMBiTO5m+/q2ZVv03WuPlAAzOPIgRWZNZ3Hg/q1qVHtAxcxiR82cCVh7LG/5Ja2yOHt6LPlnnkekZyZqmG2mJvA+AwCE7cDh5oVOIxabT1HIXicRS9TcRIBQ4llDwGNzYdGKtj5JMzE1/hpYzASdwPJZZCpFXoP1NFTrSU8YZj/AdgrT6q6Zy7e+AW97xJTBywLsPePbRaeD3IPJRVwWE8KsksGcPsEoQsRnI6GfrpoFFCDzb69RwKSIxHxmb1n0a2CxVoSt7azByEMnlyNg3Si2xDkg1wBoKzlZgDQc8ah3iMyE2c11dBSigbA1XDeesPqgfEDW64dxP61FM6HWwhqhmemaR+iLLsGpsl1ikm9VFu38ttk7/9levFX71Gcg2SJbraSxng2niNCguA7O3AsVmbwWKrVKE8G3gtT31W63NBYNHPL9xMHju4b8MBj///PNMmTKFe+65h4kTJ3L//ffz0EMPMW/ePMrKytYZ/8svv2SnnXbi1ltvZf/996e8vJzTTjuNQYMG8eqrr/6qdfx3qwcGbyYYHHZjfBu1mR8roiEZBODA0kuoDn/L3KY38JnZHNT7Nj6uOIe2RBW9AzuxTf45fFF+FDG3gZLgfgzOPJZZVYfiyjAlGSdRHDqYJWsOxJVNZPoOoCjrMqpq9ieZrMTr2Z6CnPtoq59CMv4jwiwhlPsytN6uLqHBg8h5FOKzkC0qKSyC54MzDtlwktoBeHaC4IVaGVGlNshZdytFRPx7dYY18zZou1c9x6Ocw+1PQny22iEFToe2+9UOwRwIRkCfpTWUYsKtUsuSeT3Ct+8me+97qqd6qqc2VL+Vg+nNuR7vLxrB7qFUIxIDo3D+Jp3+b71c1+Wxm9/j+ce+XMcj7Noi7RLuSJh1SppZHXBB6kRwZ31E15QwYLgYlsRIpYUNF8vspI5IKyRcBYWFgsSOkYLCCWzhKvBrJLGNBJZQWokUFHaEgsIqMRzHEa7+m25ORxyP4ernLn4gKAy8hokjTCz+HUCcB749IHAShtV7E35KPdVT///qt7L/+qW1qWFwexL2m3wsdluCUNDDE2+eRyDopa01wh93/ieuZeJ6OmkiHKEbynWcxEum9T6qoZxr6m22BaZHEJNJQkEPTbEIXo9FezKO5RUk3CS2I0jIJINyc1jaUse2vXrzbf1ybCEYlpPLguYqxuWVsaBlBTE3wZR+2/Pemum0JtrZt2gs81sWUhmpY8vMgZT6g3xe+zWWMDln4DG8VfUGFe0V5DjZHNfnKJ5ZeR/hZBuF3hKm9DmF1yseoLxdJYIPLjmdtsQqvqx9BoAS3zD2LT6H2fXPMb/5PQB6eUewc68LWNj0PIubFfz1mXlsU/An/GaIH2uvoTWuQG6edxtG5l5Ce3weyxtvJppQANJvD6Zf9kV4DD9rmv9JW3SG/kQssgOHkBc6nWR8Do0tdxCPz9N/swn4JxEKnIRFhGjbY8Qj75Jy2Rpmbxz/ZBzfAYj4LGT7i2s1lcsC3/7gPVAlbaNva01Efcc4Rgn4/gCePdXxb/RDiLzf1UGMDc52CO+uSHsMIrEEGf10PQ7hoSpU5WwLwouIf4uMfqUh8lrN3cxS5RG2xoLZC5KrIP6tUkV0p3Ew8sHeCuzR6rVEIT4f4j+qcNba8BnU8bo1HOwRKomLRzWPSyxQgDixhPU2kDN7K0hsDlAqC2Gq5HBimfIRJ5eAbO/+taCO9a3+YPQFM1eniV0dEFutvMSJlWwYFOvpmKU6RVyqrio2e4NZovzRPfqJ32RtLhg8/Lm/bBQMnnfEDb9o3ttuuy1jxozh3nvvTQ8bNmwYBx54IP/4xz/WGf+mm27i3nvvZcmSJelhd955JzfccAOrVq3ayLXatNUDgzcTDG5JRvk66mVhrIiQZ2vK23/CYwQ4pu8tfFh5JfWxZZT6xzI+71jeLz8dV8YZnXsqRb4RTK88FUmSEbkXEbKymV9zDgBD8m7CbxWwvGYykjj5obPJ8e9HZc0kpGwj6D+C7IxLaas7GDe5DMMaTDD3OWj+q2rsJkKInKch+lmHQiL0F7C3RNafBESUhyn0F6WMSK5Wl+Bk3wct1ykXsPApINz+nG4WZyjFRPQTiH0BmBA8E8LPKD+TyANnpHIxARi9wVVfdhE8HwKnbSIfYU/1VE/11Prrt3IwvTnXY/rSwWyTvmLfwiict6HRe2o9NfX9Ofzjz88Rsw1cj60dlGYaBHerjbA6AQYr5ROW+nE3KWF9rxrLpe5dTA2FzU5Q2NbPbUM/T/uEFRS2jFQa2E0nhVNQOK2N6KSQsHVC2BEd0Fg9T40rsZE4gM8w8WLiCAtTGBi/en/vV8mqwDEIzw4IYWzKj6yneup/un4r+69fWptivedXPcxgVAjmh/oAF516CEZ7nCkn78SUU3dJj3fwrv+kuS2G6+kEhB1Bwquv6nDU9jq9rdZXd6Tc78IRyhlsg8dj0i4TZPk8NMQjFGT4WRNppSQjSEV7MyNyC1jQUoVEMrZXMT/Ur2bLnCKWtJaTkC5H9BvDa6tnYCA4a+juPLT0XSSSk/vvycvlH9KejLJ/8UQibhNf1X2PY9icN+g4Xi1/mcpIJblODif0O5rnVz5IY7yBDCuLE/qfw7TaN5jbrIDsrgWH0NtXyruVtxF1w3iNIPuVXAAyzGdrbiHmtuEYAXbqdT4hK4vp1f+kJa6O33oHdmLrvHOoanuHhY0P4MooAou+GUcwMOt4atteZ1XTPSTcZgAyvePpn30RyBaqm2+nLfqlftdNsvwHkR86Gze5jKaWO4jGvkl/Jh5nOzJCJ+O1RxILP0Os7WlkOk1rYXv3wPEfiWn1h/bXoP3lrkDXHIDwHYD07INwVyLb34LoB10BqlkKnr0UGBZGBxhOLuv6RbKGKMews5Me7wvVqC4xZ61vnAPOWIQzEelsDW4zxL9Rx9DxuazToM0oAmccwtkGaZaB26A0EfEfID6PdWAyllZFbKnSwGauek1ijgLE8fl0D1q9YA/VKeKB6gpfoirFG5+vQPHayouON0lpKaxBWhmRq4bJsIa7yyC5tKuXeZ3qpIwwysDMUcNIgtukQfEqdUWxbkK4/rJUItksVV7iFCQ2izQsLuhRUPw/rc0Fg4c9e9FGweCfjryeVatWdZm3x+PB41n3tbFYDL/fz4svvshBBx2UHn7uuecyc+ZMPvvss3VeM23aNHbZZRdeffVV9tlnH6qrqznssMMYNmwY991337+xpr++emDwJvpRJWUCuWZ4+nlDsp0Z0RCLo4VMKruDT6sfoaJ9PiW+YexTdDqvrjyLhIwyPu8UglaA6dXXAYJdim8illjK3LobEZhsV/QgLZFPWN10PwKbLQofx02uYHX9+QCUZN+E18ynuu4YwCUzdD6ZgaNoqT0I6VZh2lsRyHkUGs+C+Hdg5CsgHHkb2Xo7oJvMWUOQDacCUbVDDF2kEsLJZeqsZPYD0HKLBr6OAsKxj9SOFyBwjtqhRN7Qz09TQv7EQsAD3j0h8qb6m9lbbfABvJMQmX9HCO8m+Rx6qqd6qqe6q9/KwfTmXI95ywYy1JeCbD6MwlkbHL+n1l+rl9VwyfEPsqYhjOt1cH2W8lCm0madoLDsBBjSzeV0UnhtGLxOStig2wZzplZHWLqxnGVKbDOZhsKmkKqZnNZGpBLDHkM5hlNQ2E6D4hT0jWMJlQa2OoHgNCBGJYgdI4lNsgMMC4EjBB4MbGFhCxPz3wK6BhilygXpPwrD6rWpPrqe6qn/ufqt7L9+aW2K9V6+bAvKfOpy9x3u2w3fu0WEvBZPvHk+oYyOS9HPnHwfCxdXI51UMtjE1YqIzttq19SJ4NTVHFaHA14akkDAoSUexfGZRJIJTFuQkC6GAy4uXo9B1E2yQ2kZ06qXMzAjh8pYA5Fkgr1KB/LpmvnkOgEmFpbxfuVscpwgk3pvyXOrPsMxLE4dsCcPLVNJ3dMGHMhPLfP4rmEOXsPDBYOP44XVz1MVWUOek8uZA0/h+ZUPURFZhWN4OK7vWaxun8dnNa8BsGXmBPbodTBvVdxCVWQRAGNzJjE2e18+rrqeNRGlaRicsQfj805lUfNLzKl/AkkS2/CzVe4ZlPi3YW7d9VS3fwGAbWQwOPs0SgJ7Ud78EBXNTyA10MwP7E9Z5llI2UB18220Rj7V775Bpn9/CjLORcg2mlsepK39TVLpVcssIxQ8kaD/IBLRj4m1PUsy/l36sxNmKR7/4Ti+QxDJpcodHPmYLpoDe2uEbxLSszMi/gOy/R0Fc4l0jGMUgndPhHcvpMhERD9RaeD4D3TVRGSBZ0eEZxekPQIRn4OMTYXo1LXSxSg9hbMdwtkOaW2hvL7xr7VH+EfWSeiKLHC2QthjkPZIwFDTj3+vrrTtDriKgPII21sq2CuCarzEPAWUEz91nyBGgNkX7KEIawjSKFVJYLdWpYATi9RtvXDW1FqH/joNXKy1kDGVck4s07B4ORtOAjsdygijTPuJPYDUwLlC6ydWQ7KSdQF5N8tlFGo4XKyBsX5sFKmGgEbwZ6bRU/+N2lwwePDTF28UDF44+Z/rDL/yyiu56qqr1hleUVFBSUkJU6dOZcKECenh1113HY8//jgLFizodj4vvfQSxx9/PJFIhEQiwQEHHMBLL72Ebdu/bOU2UfXA4E30o8pN1kJNxxehOhHmm2gWi2KFGMaWHN3nAp5Yfh5RN8yEvMPJd3L5dM3NGJgcVHYHy1veZGHTq9hGkH1KH2ZJ032Ut76NY2SzQ8mzLG+4lrrwv7CMTEYVvUhL+GWqm28HLPrlP4WbWEJ948UA5GT+jYB3R1prD0bKJizPjvizblc+4MR8dXlFztPI9leh7W4AROhysPoiG04D4uDZBUJXQONp6myhyFZAuO0+iH4EWJBxrToT2Ha/WmnfZHU5SPhR/fwodYYv9iUgVGfXyHtATG2M3WogCdZIRPY9CLNwk3wWPdVTPdVTa9dv5WB6c67H8pX9KXN0mkJkY/SaseEX9NQGK9Ie46a/PM/nn85Heh2S3o5O9e5aHmGVChbrKiNSyTNTp4Qt2QGE104JGxIjdW+6CEOmU8IpEKy0EUlMQ+p7BW6ttE94fVBYKSI6AHASM5UUJqWc0ElikjgirobpVLElwKYrGHY2GRhOlQ/MoeA/ELyTehrT9dRvpn4r+69fWptivdtXD8ZjgZSSrc87iYKlEY48bnuOP3O3LuNd/efnmPr5AlzH1CC4kyrC03Elh7QVDE4apMGw1M53aYHPa9HmxskO+aiLhumVEaAq3EpxVpDycDPD8vKY31RNkT9IRMRojkfYo/cAPq5aSLbjI89vs7Ktnr2LR7K6vYLFrWsYndWHbJ/F9Lr5FHqz2atoS15Y9SECwQWDj+Cr+hnMbpqP3/Ty58En8vTKp1kTXUO+J49zB53JG+VPM79lDgLBYb2Pw2savLL6flyS9PYP4siy8/ih/g2+rlfOykLvQPYvuZClLR/wXd3TSFz8Zg479jqPbKeY6dX/oDaiErH53i3YtuBi4skq5tXdTEt8MQABuw/Dcy4g0x7AiqbbqGnTYSEM8gP7UZZ5JshmqpvvoCXygf6bIMO3F3mhU3HMYlrbHqOl9SlcnQYWIkgocCSh4AkYMkI0/Czx8MvItDvYwPLsiidwFKY9DhH9GBl5HWLTgRTusBXI9U1COtsgYt8gI/9SV7h2BqZGHnj2UJoIaygi9jUy+olqMCebO31zTLBHITzbI+2JYAQRsa8UHO7OIWwUgLOtSgLboyBZq5PD3ynlYmc4nVpeeyTYY7QqogjhViDjsyE2SyWCu9M2iCylibBHqOZxRrZuNjdPJ4Hnrz/JKzJVCtgarFLEZj5IiXArkYlFHaC4W8DcaT2t/mD2U6liMxOkob3CK7VXeIUOh61HWaEmpJiBVaqAsVECRoZ630mo5LVb3gkYV/HzsBgFzM2iNDQWZjGYhfp5LzAKEUbg56fTU5u0NhcMHvTUxZj+DQcPk+EIi47+50Yng1MweNq0aYwfPz49/Nprr+XJJ59k/vx1VXvz5s1j99135/zzz2evvfaisrKSCy+8kHHjxvHwww//G2v666sHBm8qGBybDfWHpJ+XJ8J8G8llcawXdYkMJuTuy6DQIF5b/Q9AcETva1jY8jpLWj4jwy7ij2V383nlX6iJ/Eim0489S+5iRtXpNMfmk+kZwXa97mNe9Qm0xGbhtXqzZeGLrGm6iqbwaxgigwG9XiPS/jaNzTcAkJd9B157AK11R4Bsx/bujy/zamg4Tm3AjSLIfgIiL6Vhrsi4GsxSZMMZQBSc8ZDxT2g8s6OJXNb90P5sOgEsQhcBdroxHd591FlJraHA2QXMPGh/UT/fXXdUrVc7KpLqjKORi8i6E+GM3SSfR0/1VE/1VOf6rRxMb871qFrVj4LUmWmjN0bBR5t0+r/Xeve5Gdx57RskHAvXa5PwmLheDYRt0QGGLQWG6ZQSdm10IvhnUsKdbgoKuwiDtDrCTKsiOikkTDcNfE1DJYXVc6WJsLRT2NTj2CKJJbQ+ItWITqi/OyQ6/q4VEqkEsaNhcSotbOu0sCXAQeDoBnS2MLHYVGAYQAABdSDtOwS8e2AYPU1peur/X/1W9l+/tDbFescrBmIaBlJKdjzuBHLbkjz51vlkZinQU1fdzEuPfcmihVXMnrUK1+nQRLgeg0Qn13tnb3Dqag4cQdKQuCZYHoOYm8T0GsTdJNIBUCfyDEOQtJKYQpAX8lLd3sbuZf35pGoxIdtDr6CPZa117FE8iKm1C0hKl3OH7cpTyz6lLRnliL7j+bZhHuXttWydPZCBoVzeqFBN5C4ZfgzvV33ETy1LCFkB/jz4RB5f8TjV0Woy7UzOG3QWX9V9yPQ6ddny7r32Y0TGSJ5eeTPtyVYCZgaHl52DIMpbFbcQSbbgGD72KTqHbDuHT6pupFErIgaEdmL7/DNZ3fYZP9TdQ9wNIzAZkX00w7MnU9X2PvMb7iKWVI7eXO9Yhuf+GQvJysY7qWv/UH8yGgpnnYWQYaqbb6e5/d305+ZztiIvdAohz86E21+lufVB4onF6b97PTsSCkzB592JROQDouGnSca+Tv9dGPk4vknY/oMxRB4i+jay/XUFQdMj+cGzE8K7D9LZDhH7XoPhj7oCX+EHZwLCsyvS2R7hrlKJ4cjHyqHbuUSmambn2V5N010DsenI6AydMF4LVBq9OsHhLUFGEPHvkbHv1fFyd8DWKAR7NMIZhbRGgPCrJnbx2UpFkVi47nxSy2YPB2s4wh6KNApBtiOSi5EpQJxYynrhrFGgIfEgMAdpXYREJCuQyaXKRZxYugHdBHToIvqrVLLZWzWzE4Db0qGKSN025CcGwKvUEFYKFBeBESStoJDNKk3salCcrFwL5m+gRFAD4l7pe2EWap9xgbo3cnv8xZuwNhcMHvjkJRsFgxdP+cdGz/vXaCKmTJlCJBLhxRdfTA/78ssv2WGHHaioqKCoqOgXrN2mqR4YvKlgcPhNaP5T+vnyeCvfRgpZGi+gMaEuRTim78WsaJ3GzMb3CFjZTOlzA2+t/hMtiTX0C27PjgVn8+6qE2hP1lIW2JmxeWfxRcWRxN0megcnMSznXGZXHUoksYqQZytGFDzEytrjCce+xjZ707/gdVpa76Sl9SHApCD3EWzh0FZ/AhDH8U/BGzwfGqaoRK9RDNlPQvszEFZnI0TGNTohfKo6e2ePgcxboOmCjiZyWfeqM6ipBLD/eHWw1XQxEFddU72TVOM5YmAOB+9u0HYXIJX3z63XPiZHnX11KwAbkXE5wn/EJvlMeqqneqqnUvVbOZjenOvRuLofGZaGweZIjPxXNun0f8+1fGEVl5zwEHWtUVyfrZrLeQxcr6GUEXZHSljaIp0MTlroJnIaPGwoJWwCppsGwiLVYK6TOsIykhiGUkYYhotjuhgaElsaADumqwCvbi63LhR2MTUUdowEFqkkcRILlRY2hZtWSFgaFjupxyKJIzR4RmIhUYxFaCi8OcBwqjQgtgaCZ2/wHYhh5WziefRUT23a+q3sv35pbYr1TlQMxNAwePdDj+GoQ7fl5HP3JNwW5aVHv+DlJ74k2h4Hy8A1TVzH6gKDOyeDpSMUCNbbZ2xBwpSqgVzqxJ0BeZl+qtvbyM8KsCbc2pEOzg5S3tbMTr378nnVUryWRd+sDBY117JL8QA+r1kIwJSBW/HCim/wmjbnDduF2xa8DcCFw/fjBaoLcQABAABJREFUoaVvEXHjHFm2My3JBj5a8y2OYXPF8ON4qfwtFreuIMvO4MIhJ/LUiqdY1b4ar+Hl7IFnsLp9IW9XvgTAmOzt2KdwEs+vuoPKyHIEgl0LDmFczs68VXETq8JKETEqay92KTieWQ3P80P9c0hcPEaIiQVnUuofzTc1N7O67XMAfGY+W+WdTllgBxY3PcrSpidwZQwQlAb3Z2jOWSSTtaxovJP69tTJ5g4obJCgtuVBGtteQWrFg232Ji90Iln+w4jFv6Wl5SHao5+SSvqaRgHBwJGEApMRMkos/Cyx9peQnRrGGdZgHN8hOP4DEW4LMvIGtL+tAGGqhA+cnRDevZHORERiNjLygTreddd0+kYJsLdEeHYFzy5IEUTEpiKjUyE2bV3QaPYHz0SlibC3RCSWI2PTVWq4uwZzIhucMQhnLNIaA0YIkfhRw+GZKtDVWVmhZqI9wqMQ9pZIazDgIhI/IeNzNSBesO68AHAU3LWHIayhSGsgYKv0cWKhml98Udf3au0yCsAaANYAhDUAaRSrZXJrOzmFl6kk8DrJ57WXpUwnicsUKDay1XsuIyqZnFwNiVVKGeFWdfNedDNNs0TrIooRZhFS5IJIXZIfU+lsV4PiZJX6vGXrz0w3vfKKYxgFOlGcjzALlGLTyFepaiNfQ+P/jgbg/1NtLhg8YCNh8JJfAINBNZDbeuutueeee9LDhg8fzqRJk7ptIHfwwQdjWRbPP/98ethXX33FhAkTKC8vp7i4eCPXbNNVDwzeVDC45Q4NO9WlSIviYb6LFrE8WkC2dzQrwwvxmyHOGHAtr5b/jdroSvoHx7JT3hG8tvo8XBlnm9zj6RPYivdXn45LgtG5p1HoHcr0qtMAl+E5F1LkH8+sqsNIuM3k+fdhYM6VLK05kFhiOT5nNP3ynqe+6WLawi8h8NIr/xkMt4Zww1mAxBM8F2/gGGT9FLVhNksVEA4/BuHHAYHI+AdY/ZENJ6mdmjUSsu9SsDc2HfAisu+GxEJki2rKgPcApYFoOk9BZGs4BM+BpktU11WjEAInQOut6iyf2V91KY3rRgFmfwWoAXyHKygsnE3y2fRUT/VUT/1WDqY353q0lvfHb2pNhLMzRs4Dm3T6v/dqb4vyj/OfYfpXi5E+h6RnLW2ETgm7Nh3N5ayu2gg6XY6cSglLqwMGd1FHmJ0azHWjjrB0QthMwWHRoY6wDRfHcDFEEo+RTINir5HAEC62SKqUsfYNe4wEJjoJrB/b2iVsocGySGDrcWyRwEKmm86ZnTQSlgBbGDgIrM0KhjuXV/0esseBdz9wxmAYPWmfnvrfqP/E/uuee+7hxhtvpLKykhEjRnDbbbexww47rHf8zz77jAsuuIC5c+dSXFzMX/7yF0477bQu47z88stcfvnlLFmyhAEDBnDttdd2SVD9XG2K9U5WDkIIgZSSPxx8LE++ejZff7aAp+75iIa6DuAjDYG0LaRj4ToGiRQMtgVJfSWHawtcQ3uCHdJgWNqqgVxCSrDBFRJpg2kK4qaL11YN5fyORRsxLEMwLD+fOfVV7FjSl6k1SxHALqX9+WzNIoZkFFAc9DGtZgkDQvlMKCjjxZXTCVleTh+yK3cuUs7gy4YfwbS6H5heNwe/6eHKESfwxIqXWBEuJ9fJ4rJhZ/DMymeY37IAU5ic1O8ELBHnmZUPkpRJ+geGcEK/s/i4+kVm1CtVw4DgSA4rPZuZjW8zrfZ5QJLnKWO/4guwhOCTqhuojaqEbm//OHbqdT6NsYV8V3sHrXEFDHM9wxmXfz4BK5f5DXdQ3voOAIZw6BM6jIFZJ5BIVnUPhTPPwDYzqW99nLrWJ0hqqGuIDHKCR5EXPAFI0Nr2NC1tz+K6Nfr1Ap93F0KBKXg9O5GMfUks/ArxyAd0uIMFljMRx38wlmdvhLsUGXlPKQyTqzt9a7xKJeHdG+nsiHBXQfRjZOSTdRvGGcXg2QHh2QFpj0MkV0DsCwWH4zPpCiuFOj52tkU42yLtkYjEYmRsBsS+VU7gzp5jADxgjwJna4QzBmkOQiRXQXwWMj5Le4S7S+LqhnH2SIQ9EmkOAZIqQZz4qUMVsT7Vg1EM9mCwBnX4hEkiksu0KmKhSgJvKAUsMsHqB2Y/hNUXafZVKWASCLccmVimQbGGuxvURZidmsb1Rpi9VbJZ+EC4kGxWwbJkub5VaIj/c7AY5XXWLmHMQoRRiDSylPpSSiCGcOuRKVCcrFbr7dZu3PTVm6HAdgoSG3lg5iGMXA2TO9+yfrdp480Fg/s/celGweClx1z3i+b9/PPPM2XKFO677z7Gjx/PAw88wIMPPsjcuXPp06cPl1xyCeXl5TzxxBMAPPbYY5x88snccccdaU3Eeeedh2EYzJjx31Hz9cDgTQWDG/4MUaVOkFIyLxZhZrSYpbECTuh3G69V3E95+1L6BYZzYPGxPLH8TyRkjN16nUTQ9PDpmpsAwb4l1xJPrmF69T8Bwa7FNxOJL2Zevfr72F634DMCzFlzPJI4pRmnUBw6hCXVB5B0Gwl6d6Es9z5q68+gPfI+QoQozH8Z4j/Q3nQZAN7QxXj8B2sgvEKdfct+EsIPQPhpFBC+GuwtkfXHK5hrDYas+6Dlai3ctxGZ1wMJZNOlQAKc7VXjuKZzlSDfLIWMq6FZu4VFAALnQfhBtREVOeDZvqPpnNlXLQ8S7DFKG2Hmb5LPp6d6qqd+39UDg3++2ssH4DH1D1Dv4RhZf9+k0+8p9fvgjSemct9N75B0HFyvRcJjIr1GOhmcbjCngTC6OdHPpYSlVkZ0TQmDMFyESRoGq6SwVCBY6HsNh23TVbA3dW+4eMwkBim3cPdQWEHjBB4jiaHTwR7DRejHtnAxUAoJj0hi6LSwR6jpdE4LW4CNqwGxwBYCGwNLiP8QGE6VpVJa9mD1+8azI8IaiBDiPzDvnuqpjtrc+6/UAe0999zDxIkTuf/++3nooYeYN28eZWVl64y/bNkyRo4cycknn8ypp57K1KlTOeOMM3j22Wc5+OCDAZV22mGHHfj73//OQQcdxKuvvsoVV1zBl19+ybbbbrtRy7UpYbDrulz5j6uoWVnLyqUKIBaX5XLC+Xvx5N0fsnxJNTg20mORtIwumghXN5FzLYFram+wrb3BFgiPICHUdjc30091uI3cTD817W1kZ/ioi4TJCfqoj7QzMD+bRU11jC8uY0bNciSwa1k/PqtawvCsAqpiDTTFI5w5dHteX/0dNdEWDigdRWW0mh8bVzI0o5ht8st4cdUXWMLkmi2O4bWKT5jVuIgMK8BVI07g/mVPUd6+hgJPLlcMP5tXy19hRr0K3xze+1AGBEp5eNnttCfDFHiKOLn/+VRGlvBq+QPE3AghK4sjys7DJMEbFTfSlmhAYLBd7iFMyDuMOY2v8U3dYyRlHFv42C7/ZIZl7M38phf5sf4xEjIMQN/gnozJO5NYspp59TdTH/keAEN46ZdxBAOyjiOWqGBlFygMOb5dKc08iaAzksbwK9S1PEg0kdIxWGT69iEnOAW/M5b2yPu0tD1JJPp5+vWmWUTQfyhB/6GYZj7x9reJtb/cRSOB8GF7dsP27Y/l7KzB8LsaDK/q9A2ywdlGJYG9uwIWRD/R/uBpdIW3ptI3eHYEz/ZIozciPgMZ+wqi0ztCT13GH9kBh62RCibHv0PGvlUeYe1L7vqyfioF7IxCWqPAyEAk5iFTDuH4nO4hr/Apf7A9HGENQ1pDlGIiuURrIjQkdivW899kgdU3DYixBiCNIiCuEs/JJVoVsVjD3fUhJqHTun3B6ocw+yDNEqXjkDENildoVcQKlQReB5KvPcmAnmaJTgCXalisG9G5zQi3Cpms0AngSnArVYO6jSmRrVQRWhMhzAKkyAPDBxggXTUtt0aD4hqdOK5WTITkxs0H1PSMHBWaS99yEOlhOV2GIwK/md8lmw0GP76RMPjYXwaDQZ1IveGGG6isrGTkyJHceuut7LjjjgAcd9xxLF++nE8//TQ9/p133sl9993HsmXLyMrKYtddd+X666+npKTkV63jv1s9MHhTweDayZBQO1pXSmbHIsyK9GZpLJ9Ma0um9DuFuxdfQsyNsHuvw8mx/fyr6m4MLI7pdxOLmt9hTuPrOEaAg/vcw4KGZ1jU/BqOEWLv0odZ0fIEK5pfwBBeJhQ9RCyxhIW1FwIwMPcaMpyBLKs5AikjZPoOoCTnBqprpxCNTccw8ijKf51k5G0iLcop7M24DI/vQGT9ZLXTM/tC9uMQvh/CzwAgQpeAZwdk/XFqY2b2g+yHoPUmiLyrx7lUpYgbz1aJX2skZFwBTX9WG3ERUt7h9qcg9hVgQOAsiL6vvU02+A6G9teAiLrMQrapm9ELkXUXwhm1ST6jnuqpnvr9Vg8M3nBJKYlVDsROpSED52OETt9k0++prrVozmouO/kRGtvjXbURjk6iaUel62hlxNrN5VJgeK2UcBeXsLGuS3jtpLBhSCxDqyJS6WBTJYYNIXEMF6F9v47paiicUKniTlDYEkmdJNZ6CHNdKGyTxEnD4qTWRujksE4Rq3RxEo9Q07J0WtgUYKEaz9kYmP9xMNy5vOpyUGsEOOPUgbzVFyGs//By9NTvpTb3/mvbbbdlzJgx3Hvvvelhw4YN48ADD+z2UteLLrqIN954g59++ik97LTTTmPWrFl89dVXABx++OE0Nzfz7rsdHti9996b7Oxsnn322Y1ark0Jg5PJJPvtfQQCyMjyM/m0Xdn3sHHYtsUVZz7BjM8XgMfGtUztDe7aQM7VJ+eStlApYEOmdRGp7bK0wLIMYsLF77VpdWNkBrw0xNvJC/ipibZRHApSGWvBlZJd+/Tjk4olDM8poDzaQGs8ysH9R/LaqlnYwuDKrfbi2h/fwkVy0Yi9eXzZRzTGwxxUOo4YbXxcPQuf6fDPUSfwyLLXWdiykjwnk8tHHMcdix5lTbSWHCeLvw47k6m1X/CvNSr9u2evPdg5fwL3L72JhlgdjuHhqLKT6e0v4+kVN7EmugqBwZ6FhzMue1c+XPMAPzUr/2Wu05s/FJ+P3/LzadVNVLb/CEChdwQ79DqHoJXLD3X3saT5LUBiCo/yCWcdTWN0JvMb7qIxql5jCh/9MiczIPNYoolVrGq6m7rwh6QgYsgZRUnmieT69qA1+hm1LffTFv0q/dl6rIHkBI8mO3AorltPS+vTtIafxe2kiHCcMQT9hxHwHwBuC/H2V4iFX8FNLuv4kgg/tnd3bO9+WJ6dEMnlGgy/r5WGncoaCp7dVGM5cwAi/jUy+iVEv1h3XJENnu0RnongTAAMiH2t4HBshjpO7lKGgrXOWISzNdLaGkEzxDQcjs9adx6ASgGPBGe00kSYw4EEIjEXGddwODFvPSlgUysehiHsYWANQ5pFCLdGXQEcX6QUE4mFqsdPt2WD1QfMgR2qCLM3IBBuOSSWqRRwUieB1zsdvTxmsVJFWH0UKDZ6gxkCmUC41ZBchUypIpKr1tJ4rKeET6WddaM4YRZrWJwJwlDvl1uj0r/pBLB+vEG1ReeytBoipYkoQJh5Wkvh1/ORGnjXId06lS52axUwTtZq+P9L0ZytU8c5Xe5F6rnI1sOz9H02QqzbEO1/oTYbDH7sMoyfgcFuOMLS4679f3+c+EurBwZvKhhcs1d6A+1Kl++jcWZGe7MimkdzIsAevfant7+Y51fdgcDgpH5XMqvxNRa0TCXLLuLYfrfwr4rLqWz/kSynjIN638Zn6YZy/dmr9D5mVl9CdfsXOEY225c8TW3rS6xsugswGdnrISySrKhVieGcwBQKMy9mTe0hxOJzMM1SigreIBF+nkiLau7mzfgrHt/+yPqj1QbV7KeayrU/Dm0PASCC5yI9f1CN59wKlfbNegTan4Twk2rlAyeBZ09oOFWliM0+yjPcch3EvwNMCF2uzla2K1cVvsPVxi+qzwR7/wCx79VZOnxgZGoXkIPIuBLhP3STfE491VM99fusHhi84aqpbiIrMQYzBYMzbsTwT9pk0++pdautpZ3rL3iW6dOXIL0OSa+lAITXTCeEXZt04yLX6tpcTkHgTilhQ6bB8AbVEUY36ohUkzmdFDaExLZUYlj5g6WCwmZKD6GgsClSUDiJoZO9CiAr2Os1kgihms15hR5Hw19TuJg6LeykUsQk0+liO5VGFi5mJ7ewgdR+YaWRMPlvguFOJQJglII9RF3d5IxSl8ca/v/eMvXUb6I25/7r1zTB2XHHHdlqq624/fbb08NeffVVDjvsMMLhMLZtU1ZWxvnnn8/555+fHufWW2/ltttuY8WKFd0uSzQaJRrtSAA2NzfTu3fvX73eK5dUU+KfiBCCtgQcNelIDjp6AoeftBOBUAcYuOuaN3jz+RnYQS9RV3ZtItfJGexaAukRJI0OPQSOSgW7Fnh8Fu2JBMGAQ3MsitdvEU7E8fgt2hNxAj6btnicHfqW8XnFcobl5LM60kBrPMaBA4bx5qq5ZNlexhYW80nVIvoEctivbAgPLf4Cn+lwyRZ78Y+5ryKRXD7yj3xa+z3f1i8i0/Zz/ajjuXXhc6wMV1Hsy+Oy4cdw56LHWN1eRdDyc+mwM1jauojnVr0AwDY54ziy9yE8teJ+FrXOA2Dn/L3Zp+gg3qp8jO8bPgVgcGg0h/c+h9XhOfyr8m7akiolvE3uQWyfdxQLm//FVzUPEJftgGB45r5sm3cS4UQV39bcSnVkFgB+q4DRuafRN7gntZGvWFB/N00xNV9LBOifeTT9M6cQd2spb3qUNa0vI4kB4LV6U5JxAr2CBxNLLKe+9Qkaw6/g6lSnEF6y/JPICUzB5wwj3P4+reEXaI98Qkci08Hv24Og/1C8nl1wE/OIt79NPPI2bucksAhoMPwHbO/OCgZGP0ZGPlK9czprAYwC8OyqksDOduA2QuxLZPRzFYBaG76afcHZDuFsB862QFQ3l5sO8W/XUlV0fs3WCHssOGOQIlM7hGdCfLYCxN01RBNZYG/RoYmwRoAMqwRx/CedAp7XffI4tW7WELAGI+xBSHMwGEGVXE4sQsYXqBRwcukG0rWGhq/9wOqPsPohjb5gZoPbqpQTyeWQSCWAf84prJdLqyIweyOs3kijF2Bpr3AFMqWJSJZrt3ANGwVYjTyltTR7ddJF9AKRoUFuHOHWg1uNTFavpYyo27h5AB3KiM5qiFyEkaf1FB713iFBxhGyUYPjen3Tj5O1P/9+rXcRfOo7kobE+iayEEam4jAiNTz1OGOze483Fwzu9+jGweBlx/fA4N9FbRYYvGY7kOpMZNJN8nVUMivam5XRXNqSqnv1GQMv4semz/i+4TMy7VxO6X8Vz628mOZ4DUNCE9mr8DReWnkabYla+gUndmooV0dZcFcmFFzGtMrjaY7NJ2D3ZWLREyxv+DvVba9jigCjil4gnljIqrozAEl+6GzyQydSWTOJRGIptjWYwvxXibU9RrT1VgC8GVfg8e6jgLBbAeYAyH4CEXkB2ap/5AVOAt9kBYSTK9SGOPsxRPQjZKsCy3gnQeAUaDxVbXiNPNVoLvxkhwbCd4LaAaRe4+wI9jBou189t8eo+7i6jAizX8cZUN8fFRQWPZ3Ae6qneuqX16/Z7m8Oh2JjYyOXXXYZr7zyCg0NDfTr14+bb76Zfffdd7Otx8bUi698xYHbTcE0NEzLfhrDM26TTb+nui8pJf968RvuvOZ14raF67XTibR0SjjlE+7cXC7lEtY3aYLcUEpYrAuEU+oIDHVvCOUTNtI+4U7KiJRGwnARSDymSgebQuJJp4NdfBr+dobCtkhqWJxqNpfEEko9YYsEjnARGhB7DBcDPZ7WS4h0WlhiiAQmpN3CKTBsdwLDFia2+C+D4c4l/KrLuTUInK0Q1lDVSd3I+81c2tlTm7c2JwyuqKigpKSEqVOnMmHChPTw6667jscff5wFCxas85rBgwdz3HHHcemll6aHTZs2jYkTJ6Y7ojuOw2OPPcZRRx2VHueZZ57h+OOP7wJ8O9dVV13F1Vdfvc7wX7veNzx9Bn/e7UMAplcHGZj/MQVFWeuM9+KjX/DwLe/hzw3S0h5H2p0ayOl0sGupKzWkLdbRQ7imcghLDYlzM/zUtIcpzA5S0dZCSU6IVa3NlGVnsqKlkaG5eayKNNIaj7H/wCG8teIn8r0BsoMOS5rrOLTflkyrW0JVezMHlm1BfbyRGbXLGBTqxR4lA3lkyad4DJt7tjmBuxa9xvyW1fTyZnHNFsdw7U+PsiZST79AMVeOOJ7bFz3KotblOIbNhUNOIZps4cFlj5CUSYaGhnDmwNP5tPodPlijjtX6BQZxQr9zWNw6k9fKHyIhY2TYORxSegalvv58uOZ+5jZ9AkCOU8ofis8jy87nq5r7WdSiAj6OEWBc7nGMyJpEedvnfFd7J22JKgAynb6MyjmF3oGdqG7/nAUNd9McU43zbCNEv4zJ9M08EoFLRfOTVLY8RcJtBMAysigKHU1xaDKm4aUx/Cr1rU8Qic9Pf5Y+e0tyglPI9B+AlG20hV+lNfwi8fjc9DiGkUvAfyAB30E49la4idnE298iFnlLgcRUiQC2Z2ds755Y3l0QSIh+hox8DLEv1oKglvb67qCuqjUHIBKzkNEvFBiO/8g6fllrSCc4PE5NL/YtMv6dcggnFrIOYBRZqoGdsxXYo5VaQtZCbBYyPlOngNfTLM7IA3sEWCMQ9jCkORSEg0goRUQaEq+TWE5PQCd2ByPswWANRBr9wfAikishsRiZWKxVEUtANq1nOqj9otZEYPZBWGVIo486qSqbEMmVyOSKDlCcXLURTd3sdKM4zBKEWQpmMdIoUH+TUZUsdiu60UW0/8y0U8udpRvFFaTv08oI4QCuSv7KOmRaE/HvKCP0PNdRROQgzFykCGhpueg07yak2wBug4bHDQr6uw3qhMUvnX+XZQkoOG5kaHicoWFxhobI2Qj/Eb968psLBvd9+PKNgsHLT/x7Dwz+PdRmgcFVowC1IUm4CaZGDeZEVDK4yDuM5eElhKxMLhhyJY8tu4baWCXDM8axa8EBPL38IlwS7JR/LAOCW/LaqnNJyjjjco+jT2ArPlh9Bi4Jtsw5kSGZk/iifDKR5BpyvWMZV3gH89acTHP0GzxmEaOKXqQt8iHlDRcDUJj5V7L9f6CyZhLJZCWOvRW98p4n1nY/UQ17fRlX4Xj30EC4CqyBiOzHIPIWsuWfagV9RykfcOOJqrOoyEZkPwCJJcjmy4AkODuoBHDT2WpHJAKQcTMiOQ/Zeoeajmc38OwDzZcBUeUi9k2G1hvUGVRRBJ6tIfKWGt8coIGwC9YQRNYdCKvfJvnMeqqneur3U790u785HIqxWIyJEydSUFDApZdeSmlpKatWrSIUCjFq1MbpcDYXFDjx749x/0nXYKQAWt4HGFafTTb9ntpwVayo5a8nP8LqNc0KCHtt3bTI6NRYTjeXs3RCzVbgYZ2UsNHJJdxdSthcGwqvpY7QUFgI1VjONFxMQ+KYLmiPsJVSQhhJDYVdBXI1CE5B4dTwFCD2GglMDYI7EsEuNgk8hgQNgr2GUkgIXBySeA2JII6ZajpnSARJrZEAU0gM0IlhU4PiFBi2MP8noaujHYQDwNkCYQ1SzXStPj0NdHuqS/0nYPC0adMYP358evi1117Lk08+yfz589d5zeDBgzn++OO55JJL0sOmTp3K9ttvT2VlJYWFhTiOw+OPP86RRx6ZHufpp5/mxBNPJBLpPs22qZPBH3x/PxMLbsYxXHbba0eef+cmCnvnrDPe5+/9yHUXPkcwN0hzOIZrd0oGp1QRtkB4DeJCdniDO2l7DI9BXLoYnRvJIZEOoO9dJH6vTTgRZ7/BQ3hz+U8U+oN4PAYrWxs5cMBw3lw1B0MIrh23N1f88DYukqtG7839iz6hPtbGIWVbUxuvY3rtIgo8Gdw6dgpXz32aVeEa+gUK+euIw7hizoPUx5oZltGXK0ecwF2Ln2Bm4zxMYXDmwCnkOSHuWHQ3ETdCqa+U8wafRVX7Sp5ccR/tyTBBK4Pj+p5Jhh3k6RW3UBtTDtltcnbnD0XHsjI8m/cq76Q1UQ8IxuVMYqeCY6iNLOLL6jupiS4CINvpw/YFZ1HkG8n8xheY2/AkMVcpAnI8gxmVeyrFvu2oCn/EgoZ7aY0rL7AhvJSFDmJA5hQ8Zg5rWl+mvPkRIgmV4BVY5Pr3ojhjMiFnLO3x76hvfZKm8FvpNLEh/GT4/kB24BACnvHE4z/RGn6R1vArnZrOgWmWEvDtT8B/ALa1JW5iVicw3Nmda2I522B598T27olh9tKp3s+0ImKttLuRD872CM8O4JkIWAr0xr5SzdgTa/9fCXVM7IzVKeCxKr0Z/177g79VoFevX9fXDVCuYnu06vdjliGSSyA+Bxn/UQPiRXQLAUVQqS/sYQjtE5ZGESK5XGkiEgsVlI4vWH+KGFND4gGKIVgDkWZ/1QjNrYDE0q6aiOSq7pclvUyBtCYCU6sizFIFH2UEkSxXqojkKt18bpWCuj8LOU2d/C3UwLgIYRYhRREYQTWKbEG4azrpIqoguUZPf2NTuIYGtnmdtBF5CCMfaeSC8AICZBJBK7h1yGRNhy4irY6o55crI1Dqiy7aiGzdlC4LKbLA8KplRCjXMTGEbEG6TRoaN6mbbFTw2G3qPn3e7bwzMHp9+8uXWdfmgsF9Hto4GLzipB4Y/LuozQODlZ8HIOrG+TLiMCdSyqpoLhcOvZXHlt1JRWQVQ0NbMKnkUO5dchlJmeCA4hPxm4J3K+8ABIf2vpK4W8cnVcrtu0/JNSSStUyvVs6uCb3+Sr53MFPLjyUh2ygJ/oGROX9hdtXhtCeW4rMHMKrwWRrbnqWqSb2mJPtGgp4xVNUchOs24HHGUZD7NLG2e4i23gWAL/PvOJ5dNBBeoza+OY9B9Atk85WABO+BELpQ6SASc0D4EFm3AwLZeE6HMzjzVmi5XO3sMBChi5Uvp/kSIKY8e8FzoPmv6myZyITQn6HtYUguB7zgOxDaXwbiasMtI2qjJAKIjGsRvo1L0fVUT/VUT8Ev3+5vDofifffdx4033sj8+fOx7V93qdXmggLjL72ZL86+D0NDM1HwjTrL31P/sUrEkzzwj7d4/YUZuD5He4SVu9Ltprkclk4JrwUlNpgSNujaYM4AoeGwYUmE6FBHmEYKCisAnE4HWxKBq5rJGRJDqCZzplBQ2NsJ/voMF6GVEB5DKkCsVRC2kUAgtU4iBYKTeAyJQUL5iUUCrwEQ12lhlTSGVNM5sISajtJIGJgkO4FhC1NIBAL7fxoMdy6hDiTNfmAPRVgD9GW2/VQvhf/55e+pTV2/F03E2rUp1ltKyUVH38+PXy9l7I5D+NtDJ6zzP7Tgx1Wce9R9eEI+2uNJpYlwOsFgWzWRc9PbXO0N1noItEMYE3rlhKhsaaEoN4Py5maKckOUtzRTmpvBypYmRhcX8kN1JSXBDFw7SUVbCwcOHMbrK+biGCY7lfXh44rFDM0qYPfSAdy74EsClsNVW+3N5TOVIuJvoybx7MrPWdZaTb9gAdeOPoyLZj1MbbSZLTL7cvbg/bjsx/tpTYQZGurDlSNO4IkVr/BFreptc3zfQ9gicyA3L7yNpngTATPA6QNOodCXz8NLb6O8fSUCwX7Fh7Jj/h68X/Uc0+reASDLzueQ3mdQ4uvLR1UP8mPTh3p4IbsXnsqA4FjmN73L9NqHiCRVMrRfcCIT8s/AZ4b4qfE55jU8m24yl+cdyejcUyn0jaGy7UMWNz5CUyz1O8qgOLAnA7KOI9MZQl34A8qbH6E5+n36s/PbgygKTaYgOAlknIa256lve5pYYnl6HNssJTtwMFmBQ3HMUtojn9EWfplw5F/ITuley+xDwL8/ft8kbGsYbuJH4pH3iUc+wF0L3hrWUGzvHtjePTHtLRWQjH6BjH2hjn+7JE2FdgFvh/BsB/ZYIKb8wdHpKjncnQvY7A32WISj4LA0ihHJBRCbiYzPgvjMtZrdpcqrrrzVigjsLRTgTSyC+I/IxE8Q/0knj7tJEGOp/Y01GGENBmsw0hykUsTJJZBYoCGxbhbXrYtYr7dRrKfVD2H2VX2GzFKlP0iugOQyZGKlOv5PrNS6yA2hKVs3ievQRGCWIo1iEBa4LcpTnCzXuojUrZIUp9lgCT8YvXSjOKWMEGYhUvQCIwQCcNuVU7mzLsKt1sqIWn5R8lb4OoHj1H0ewshFGjlaGYF6T2QU4dYju+gi6nTit+FX+oZTyxHUSV+tiEirITIRRiaSDPX+ChP1JiiFBTKCkM1It1knwS2MzL/9umVgM8LgBzcSBp/cA4N/F7V5YPAQUv+AbckYn0f8zI2WUhHJocC7Fcf1PYqbFlxBXMaYVHwEPsvgzYpHMYXFmQP/wezGd/ih4W08hp9j+93GvMZX+LHxVWzDzyFl97Ks5S3mNjyBwGS3kluxSDKj6kwkCQZlnUrfjAOZVXk4sWQVQWckWxQ+SU3zHdS23AsYlOXei9fqzZqaw3BlUycgfDfR1rsB8GVeo4Bww3Fa9VCogHB8LrLpL0ASPHtBxt+h6U/qEhlMRMY16lKRhpPVhsjsA1n3Q/gRaFduKnxHKi9w49nKK2z0gsx/QOvtyneEAcGzIDYTYrojrPcAiH2t3cEedRYvtbP0T0GELupJz/RUT/XURtUv2e5vroPjfffdl5ycHPx+P6+//jr5+fkcddRRXHTRRZim2e2ybOqk1PpqxE1/Y/bkJ9MHyaLXvJ6GWP+l+n7qIv5+7lO0uS6ux+maUEu7hFMNjVRzOanTwUlzAynhTk7hDijckRQWpkQYYKTgsE4HW6aLaajEcDodbCqNhEBiGym3sMRrdkoBmy7QFQobQqYTxKlmdB6jA+76NPg19HNbqGnY+m8GMQWQSeA1BIJYelyPYSCIY2gw7AgTQaIDDBsOJkkNhg0sYWMKQVcspA9y1vv8v10edRBsDVYH11Y/1d3d7Iswfj8HL7+3+k80kNt6662555570sOGDx/OpEmT1nvy880332TevHnpYaeffjozZ87s0kCupaWFd955Jz3OPvvsQ1ZW1n+0gRzA6qXVnL7frSTiSS65fTI77tv1SpyG2laO3OUfYBq6gZyltruOUCfjUk09zU7eYKFPvDl622uoq7Ud2yCCi89j0eYmCHhtWtwYAY9Ni4wRsGx8fpuacBsHDhnGq8vm4rcttijoxdfVq9ilpD9zmiuoj4Y5fvA45jSX833dKrbMLmb7wjIeXvwlAcvDPdseyeWznqc62sxW2X25YNg+XDDzQVoT7UzIG8axfXfl8jkP0JII08dfyLVbnMqblR/ydqVSPPyxZC/26rU9dy25l2VtyxAI/lh6IHv22p2XVz/B9Dr1O2dkxlZM6Xs6VZHlvLT6bupj1QCMz92bvQsnszo8h3cr76QlUQvAgOA4du91Cn4rg2/rHufHhleRuBjCZlT2IWyVcwTgMrfhSRY0vkRSqt83vXxbMzr3VPK9W1AX+ZrFjY9S0z4t/Rnl+bZjYObx5Pm2oy32E5Utz1Dd9jquhq6mCFAQnERRaDJ+ezDh2Hc0tL1AU/hN3E4Ny/zONmQHDiHTvz9CWLS3f0Rb+5u0Rz5AdgK4ltWfgG9//L69cexRuMmVxCMfkIh8QCI2g87ATxg5WJ6dsD07Y3l2VNvi2LdaEfGFhq6dywR7S3DGa0XEVuA2Q/y7jhRwYj7raCVEtm4SNxrsUWoaMgrxmVoRMUulgLvTKQi/AtL2Fgh7uG4U1xuRXNVVERH/af16BxEAa6CGxEPAGqASwAgNiRcjU4A4sXgDSWIAr0r+Wv3BLEPoJLA0einomVR6CJnWRKxWUPfngK4IaFhcAmaxVkWUaK+wF2Q7wq0Et0qrIip0o7gKxSc2quxOid8CMAsQ+r5DF4F2GNeCW4N0ayBZo0Jwqce/2PdraodvShehbqlGcZJMPe/U75Y4QraA24B0GzvpIjrdZBP/3m8cSykjRKZWR+RhZN/78y9bT20uGFz2wBUbBYNXnvK3Hhj8e6jNA4MHpx83JaN82p7J/GgJFdFsmhM+DiqZRC9PBs+sfBADk/MGX87nNS/zU8u35HuKOWPgtby08m+sbp9LrtObKX1v5F8Vl1PRPpsspzd/7H0X39TcyPLWD7CNAHuV3k9LdDazaq8CYFT+38jzbMGsqiNIuA1keMYxouARqpquoKHtWQQOffIfwzEyWVNzeFcg3HoH0bb7APBlXqeVEccpKbyRg8h+FJKrkY3nAXHl+s26FZr/DpHXABDB85CevaHxpE7O4AcQ8RnIlhsACc72KlnceAEkl6gdU8Y/FfxNNZbz7KvOxoUfUc/tbZUHJzZdPbeGaBcSypmUdTvCLNkkn2FP9VRP/Xbrl2z3N5dDcejQoSxfvpzJkydzxhlnsGjRIs4880zOPfdcrrjiim6XZVM7FNdXWz58KT/s+yJCCKQEs2jtg5ee+k9Wc0Mb15z9FDNnr0J6bZIe3VzOY+qUMKqxkS1IWgKpgXDaJbyelLA011JHpKCwJUGsTx0hVfLWTGIYEtNwsU2dDjaTWKZUQFaniE0h8ZkupKGwTv2moXAyPb4pkgruGnF8hkRqTYTPlBjEFWzW4FdqSOwRSTyGC2m3sMQWCSCpncRoiKz8wiox3AGGHWHgCAeDBAK0SsLRYLjzT2KTdRM+/2twuFOJLH2Zbj99YN1XOxn7IMSGD4J66n+7NjcMTmmR7rvvPsaPH88DDzzAgw8+yNy5c+nTpw+XXHIJ5eXlPPHEE0CHFunUU0/l5JNP5quvvuK0007rokWaNm0aO+64I9deey2TJk3i9ddf569//Stffvkl22677X98vZ++8wOeuuMDsvNDPPDenwlmdPQgkVIyadxVRONJpG0hHUspepwOTYSrG8i5tkA6CgYrPYTQ6gh0w7gEmRleGtojZIQ8NEYi6nmknfysANXhNvYbMoQ3l8wn0/FQmpvBnLo17NNvEO+XL8SVkgvH7MAtcxSMvXm7/blm9ns0xyOcNHg8c5tW8n39CoZlFnH1qP05/ZuHaEtE2a1wJEf03ZY/z3yImJtgn6KxHFm2I5f+eB91sSYKvblct8VpzKj/jqdXKj/wbgUTOKHfITyz8nk+q1FBnDFZozm5/4nMavyaF1Y9RkLGyXHymdL3NHr7+vBu1VNMr/sXADlOLw4pPZMSX1+m1T7P13Wv4pLAFBbb5BzEhPwjaI2v4cvqu1gd/g5QPuHROUcwKvtg4m4bc+ofZ1Hza7hSJVSL/NswInsKhb6xNMcWsKTpMSpa/4XU2+IMZyj9M4+mOLAXkhhrWl+lsuVp2rViAiDDM5bC0OHk+fdCIGiOvE9D2wu0Rr4gBViF8BLy7kaWf39C3t0ASXvkQ9raX6e9/WNkJ1BnmkX4vXvi9+2F1zMRKdtIRD5RqeHo59AJNgOY9hZYnp2xPTtjOmMUhIvN6FBErJPmdRQQTqWA7dGAXEsRMZvuFRGDwR6lALEzGmn0Rbir1lJEzFtPkzdbv36Yctnbw5DmEKUuSCyEeEoTsQASS+k+RYxWTaQUEQOU+sgagBR+3XBuGTK5TE0jsVw7idczLUCB4jIwy7RPuI9O/xaBMBHJKq2JWK0VESsVKHbrNjDNTu+1WQhmERhFaVUEZiFS5KB+FLUot3CyCulqXURyjU4A17LxvwHsjrSvmZ/WRqhGcXlgBPT8XNXcL+0ZTqkiOjWN21hNw9qVTvxmdWoWl6kbxWUhRaZO/Bp6tVLe4RYFkKVWRrgNahlSCWC3mW7BvJGDUTD91y0rmxkG+34GBrf3wODfTW1uGFybaOez9jzmR4upiGQTdj0IBBcN+TPT6z/g+4bp5Dj5nD3wYh5YdgXN8XpGZU5k/+JjeWzZubQk6hgY3JZ9i87ipZWn05aooW9gAnsWX85H5edRHZmJ3ypgn94PsbL5eRY1PojAYtvCe/CZQWZXHU1StpLj24Wh+XdSXn8eTe1vIYSPfvnPYQmTNTVHrAWEbyPa9gAAvsx/4vj2QdafoHYgIgOR/SDINmTDGUAE7G0g624IPwj6dcorfKpqIpeYD8KPyLwZkMimP2mNxEDIuBlar4eYPuMbOFud3Wq5Fkgod5HvMGi9Ub3GKAHP9jplLMEoVRsi2QIiE5F5A8K7yyb5HHuqp3rqt1m/BgZvaofi4MGDiUQiLFu2LJ0EvuWWW9JN6rqr/1QyeMJLF/DFxDd7YPD/UEkpee3xL3nw5vdIOBaux8b1rtVcTieFpbXxKeGUMmIdl7DBuuqIFBzu5BO2TQmio8lcZ7ewISQeU5JKBHutTo81FDaFi9+QCJFQTmDdmE5qLYTfJA1+vYarQa+rXcICQRS0XsJvmEAkDY19hokgov+exGvYGLQDEguwhYmFSiKbgC0MHOHF0AfZNiaWcLCEgeiSyrJY98CnO1hssE6a638BIBuFGg73Qeh79bys5wqr/we1uWEwqIapN9xwA5WVlYwcOZJbb72VHXfcEYDjjjuO5cuX8+mnn6bH/+yzzzj//PPTDVMvuuiidRqmvvTSS/z1r39l6dKlDBgwgGuvvZY//vGPG71Mm3K9Y9EEZ+x/C+XLatn3yO04+29dl+Ok/W9l1Yo6cCzwWCSsDhjsOuqkm9uNN9g19TbWBsNSuojC7BAVrS0UZYcob22hJCeDVa1NlGSHWNXWTC9/gKDfYXFjPQcOHsqry+dhCMF+Awbz5oqfGJqdz9jCYp5d8gMF3iB/GrUjl37/JgK4ZZuD+Ofct2mMhdm/dBQHlY3i3G8fIy6THN5nPNvl9+fyH58gKV2O7LMzB5Vux8Wz7qUyUkuOk8F1W5zGkrZl3L/kGVwk43K25LxBxzO9bgZPrniahEzQy9OLcwadgSTOQ0tvpz5Wg0CwS8E+7Fd8KMvb5vPy6ntojNciEEzI25e9Co+iJV7Dh1X3s7RNgd+QlcuuvU5iaGgHVoanM73mYepjSwHwmVmMyZnMiKwDiCbrmV3/KEua30pD3xzPUEZmT6F3cGciiSqWNj3JypZXSEoFaW0ji7LQQfTNOBSfVUJTZAaVLU9TF/4AqbfVpgiQF9ibguAfyfSMI5FcQ2P4FRraXiKaWJT+7A3hJ+Tbg0zf/oR8O4NMEI68T7j9bdojn3ZRSQgRxOfdFb9vL3ze3TCEn2TsO+LRT0lEPyMZn9P1iycysD0TsTwTsZyJGNYABS5j05Gx6QoOu9VrfVtNrZUYi3C2VloJI6RSu51TwMnV637RRQCs4Z0UESORRinCXaEUEfE5WhHx0/r1DumrTzprIkqU/ze+AJlY1AGIkytZvxbB0+mkZF+E1h1JsxQhw/r1y5HJlZ0axZVvYHqgfLy99DKWIkyliVDp31yQCYRb1UkTUaE1EatVIndj9sXCp+fRK30v9L0UuSBsIIFw61TqN1ndSRNRrcDxBlPR3ZWjwXEumCldRCr1m4MUIQVtJUASIdvArUe6dTrl26lhnEw1ilv7t8jGlgAR0onfLJ34zdTp3xBCZOjl8SpthBT6Z04ShIPh+8OvnO/mg8G9779yo2DwqlOv7oHBv4fa3DC4MhHms/ZCFkSKqYxmUuwbwrK2ZWTb2Vw27C/cvfg66mI1bJW1LTsX7M5DS6/GJck+hUczKDScp5ZfSFLGmZh3FEMzxvHqyrNJyjhb5RzJmJzDeW/VKTTHV5DtDGLP0nuZU3cN5a3vYIkgE4ofBdnMnDXH4coo+YH9GZR7LSvrTqY18hmGyKR/wXMYJDsB4W0oyH2KWOvNRNseBnRTOf+hyIZTIP69ArtZ94Cw1TDZpnYS2Q9B5ANkyzWABM8ekHEVNF2oYa9AhP6CtLeDxtPUWTUjBzLvgOi7EH5avWme3ZRKovkidSZMZEHwTxB+QJ9BtcF3uHqNWwf41Fm2VMfTwEmI4Hk9BzU91VM91W39L2gidtppJ2zb5sMPP0yP8+6777LvvvsSjUZxnJ/ffm0uKPCH907ljVEfKxgMmIU9MPh/pSpW1HLlaY+xoqJRA+GuLuGkbizn/kxKGBPcVEq4kzJCmp2gsNApYaMbdUR3PmGdGDa1O9ixOtLBHlMiU5oIq9NjUyWATeHiMySGdv7ahmoMJ7UWwm8CKS2ESODrkg6W2CKppoOLzxBYIg76uUeAI5KQdg9LvBocozUSHuHVoBgNhi08wqNhM1gY2MKrwXDng1MLdUTWeZhuvLjOwdfGAuP/VqWcjmVKNWGVdQLFvRFpX2FP/TfrPwGD/xdrU6/37BlLuOjo+wG4+fkzGD6mb/pvl576KN9NWwweW6sijA5vsKNTwY5QfmChtreGYxAXLq4Fpscg5rrgAVeCcARJKfW9i+k1iLtJ8rIC1ITbOHj4CF5aOAePaTG+TymfrF7KhKIy5jVX0RSL8Nexu/LC8h9Y0lzHnqWDyfN5eX65gsOXj96Di75/maR0OXXwTgzOzOOymc8BcPaQvcnz+vjnT0rTd0zf3TiodDyX/Xg/y9oqCFo+/j7yFFoSTdy68BHiMkEffwl/GXoq4UQLdy6+h/pYPR7Dw4n9jmfLrBG8svqptDai0FvMlD6nU+At5J3KJ/i6Xv2eyXUK2b/4BIaEtmJx6ww+rHqAxngVAGX+Ldij8DTyPX1Y3PIJX9c+SlO8HICAlc+43GMYkrk34UQ1PzU8w+LmN9P6iJBdyvDsyQwI7UtStrOi+UWWN79IJFmlPzlBgX8H+mYcToFvIrFkDWtaX2JN6ytEEh1uaq/Vm4LgQfQKHITHKiUSn0Nj+A2awm8R75TUNUSIDN+eZPoPIOjdAXCJRL4kHHmPcPv7XZrPgYXXMx6fd1d83p2xrSFIt4ZE9HMFhyOfIdeCgsIoUGDYM0HBYbNUXS0b+1angL8Dt3zdL6/ZD5ytEfaWKjlsDVLgLwWHY7Mg8eNaruLUTINrAeJhSKNM6RISPyHj8zsUEW73wQSVIk55hAdpWDwAaRQgkqvVOiSWIBOLtUt4GesmmTsvU1aH4ii13zHLkGYRuGGEuxISKxQoTmkiEqv5ebWCpX2/xbpJXIlO/paoNK4wEW5DWg0h3coOTUSy6hdAXKGTtvlpVYRK/eZrXUSWWpY0uFU+YaWLqNW6CO38Xa9zeUPlXatJXBYY2QgjC0Q2UmQo37AwUH7fhPb7NmplhL511kbI5vUkyH/ZchmFs3/1qzcbDL5vI2HwaT0weJPXPffck049jRgxgttuu40ddthhveN/9tlnXHDBBekzzX/5y1+6nGmeO3cuV1xxBd999x0rVqzg1ltv5bzzzvtFy7S5YfCKeBuft5ewKFJCVTSDf2xxEzcvvI3KSBWjs0ZxUPG+3Lrwb7gkOaLsRAxivF7xEALBcf0uJZqs5e2KWwH4Y+lfQbbxUdV1AOxYcB59guN4b9WJRJINFPu3Y8ei6/i66kzqI9/hmDlMLHqUWGIF86pPQ5KgMHQU/bMuYnntUYRj32EamfTLV0C4quZwpGzWQPhpYq23EG17EABv6AKcwCnQeKYGuw4i6w51KUXDyWpDZhQish+G5BJk45+BGNhjIOsuaL0T2rUXzHcIBE6HxnMgMVdNK/MfIGPI5iuAuOqinXE1tFyvGtRhQvBciP8I0Q/UdDy7qjNf8R/Uc2toR0dWayQi6xaVeumpnuqpnupUv6aB3KZ2KF566aU888wzLF26FMNQ8Oj222/n+uuvp6KiYp1pbor12Ng6/oujeGjgNz0w+H+0kkmXp+/8gGce+gzX65DUzeVkJyCcTgnbuslRdynhtDKia0q4c4O5n1NHIMA0XRASy3AxTamazJkuhnAxDYlHw19TuHhMFAg2XHwmSgUhOh6buPhMF0MkAAV5vabAJY6JS8AinQa2RZKAYepLeFUa2G9auDKShsZ+09LuR4lDEr/paIei1BoJS6eN4+nGcx7Drw7YUPjWETaO8OiUsQLDlvBiCxvR5QBXiSggStfydDPMREHktUFwd6ljWD80/k8ljYVOFPfp5HRMXbpbhjAC/4Fl6CnogcGbcr1vufgFPnj5W/oOLuTO187FstVVOrdf/RrvvPQNZsBDXIJ0zE6aCAPXEgifQRyJawnwGCSETHuDXa3kKcrPoLypmdL8TFY2NtE7P4sVjY30LchiaWMDY3sX8/WacjIcDwMLcviuqoK9+w/kw4rFxF2XY0aM5smF3+OzbG7fYX/O+eoV4q7L1VvvydPLvmFJSy07Fw5iz5KBXD37TQCuHnUAETfCrfPfVs+3PJTmRDP3LH4LgEN6b8+xfXfjqrkPM695GR7D4coRJ+C3LG5c8CBN8RaClp/zB59A/0Bv7l1yP/OaVRO3vQv35LDehzCvaRbPrnyIlkQTBgZ7FR7IXkWTWNI6h5dX30tTXF2iPyxjLPsXH0+Glc30upf4qvZFEjKKwGB09j5sn3ckPiuDBU3/4pu6x2lLKLiaaZewTd7xDAztQjTZxIKml5jf+CIxV10e7zVzGJp1OEMy/4hl+KgOf8Hy5ue7eIX9Vil9Mg6lLHQQtpFJc/R7qltfpqbtbZKdgFumZxsKgn8kL7AXpgjSHvuBxvCbNLW/SSINmcEQmYR8u5Dh24uQd2cMESAa+4H2yHuE2/9FvFO6GJROwufZBZ93F7zeHTBEkGR8NonoFySi00jEvmXt/YJh9tZgeDyms42Cw26VhsPfQfzbbpzDKNWivYVSJqYcwkaOStvG5yATc5QiIv7TOvNU5QV7MFjDEPZQlUS2BgNxiM+HxCKtiFik5r9eYKkhsdkfrAFKE2H1R5plKjmbXA6J5cjEMtX3J7F8A8A5tW4htZ/R+5tU+lcaJSBshLtGO4Q7qyLKFczdqCZxWSr1axYpjmEW6RRwEdLIAgmClrQaQnbWRCTX6ITxRswnPT9fujFcxy0XYaoksBQhPWJHkzjcOp36behQRaRuG4LsGyy7U8I3s0vDOAWRQ0gRUAnkVDcF6aLcw2FIN4pL6SJatEKiRYPkFjAKMAq+/JXLtzlh8FUbCYOv+t3tZzcrDE45qO655x4mTpzI/fffz0MPPcS8efMoKytbZ/yUg+rkk0/m1FNPZerUqZxxxhldHFTffPMNL7zwAltvvTXnn38+F1100X8dBkvpItcMTT9fGAsztb2MRZEi1kRD9AtuzTF99ueaef8gLhNMLjsCQ0R5vfxZbGHz5yF/Z3r923xd/yFew89Zg67nh4bX+bb+DRzDxzF9b2FF2+d8XfsIAoO9S/5GyMrm/dWnk5RRBmZMYuu8M/mq8iSaY/Pxmr2YWPw4bbEfmF9zHiApzTyVsszTWF5zNOHYdzoh/CwG7jpAOB5+iEjLzQB4AifiCV0ETRdA9CPARGTeCPZoZMNJyissMhDZ9wAC2XCa2hiYAyD7IUT0I2TLdYCr1RI3QPM1ENXJuMAZ4NlZNZZz16izlxn/gOjHEHlVjeP5A9hDVbM5EmD0BWcMRF5Rfzf7dvh0hB8RugJ8B/V03O6pnuqpdP3S7f7mcCiuWrWK4cOHc9xxx3H22WezaNEiTjjhBM455xwuu+yyzbIeG1sXfn0A/+z9Uw8M/h+vZQsqueLUx1jTGO5ICXuVNsK1NzIlbKLhL+lU8NpO4TQQNgDLVVcNdqOOME0JSMxumsyZhovHIp0I9pjgksTWUNhNKSM0FDa0K9gUcUBiiSR+0yCp08A+U2KLuILMuARME6EVECYufsMG2khBX79p6eSvq5QTQuAxJFJqkCxc/KZPNVhBYiDT2ohUAx4Fhr04wtbzAjMNhjuSxaqEOkBf56DZg4K6azsSvaiDurWBr6PHXfvnuUoZdQ+C/wvg2MjXHd376GSXvlm9QWT3/AbbhNUDgzfdejc3tHHyXjfR3NDG8X/eh8NOVZq55x78lMfu+AB/TpCWSBxpmx0g2KNgsOEziUlX6SI8CgxLC0yvoYZbkBX0Uh+LkOH30BiPkuHz0JiIphvIOZZBcU4GSxsbOHjYcF5aNBcBHDhsGK8smcugzFzyM3x8VbWS0XnF7N13EDfO/gSfaXPbxEmcN+MlYm6Sv47ai6ZECw8s/BxTGNy97WS+qV/I08u+xBQGt489lvL2am5b+BoA+xaN4+zB+3PtvMf5rmE+ljC5eNgUhmf04cYFD7KodTkGgqPKJrF/8a68Uv4ab1e+C8CQ0GBO7X8SHtPhhZWP8kPjDAB6+/sxpc9p5Di5fFT9El/WvIVLEks47JQ/iZ0LDiScaOTjNQ8zv0UBIkt4GJdzANvmHYItPMxteoPv656mPdkIQLbTh9E5hzM4Y3dcGWdx05vMa3yGcGKNfr2fgZn7MTjzYDKdPrTGV7Ci+QVWtbxG3FXuXkM4FPl3ozQ0iXzftrgyRl34A9a0vkxjZBqpbaLAJse3E3mBfcnx74op/IRj39EUfoOm8NskOukbBDYB7wQyvHuS4dsD2yomHl9Ke+Qj2iOfEIl+1cUzDCYeZww+7874vLvg2FsACRKxH0hEp5KITSMZ+4G1oaIwCrGccViebTCdcZjWUHVcHfu+U5O42d3DWaNYN4gbAfZIsEcosJpYrJrBJ36E+FyIL2C9CVuzTIPhQQh7sGoQb5QhZA3EF64FiZetfzqgNI9WX+WtN/vpE4v9kEYOIlmehsMyuQoSK9TVvu6a9U9PTVSdpDRL0noIYZUqWCwKQBgItyath5BpTUSFguwbm8IVAa2ISDWJS6kiCrQqwgNIhGzSjeGqdeq3Wqd+a9Wtu6T2BsvUSd9cfa9vIhth5KjEseGj42qkhE4ed2oS16VZXEoZsSFH88aUR2sjQkpZIjLACOr7EEKEkATA8GH4D/3Vc9lsMPiejYTBZ/TA4E1a2267LWPGjOHeezu6Cg4bNowDDzxwvcmqN954g59++ik97LTTTmPWrFnpZFXn6tu3L+edd95/HQa7yTqoUV5JKSVzYxGmRfqxpL2ANdEM2pJeji47kJBt8eSKpzGFyV+HXcx7VS/yU/NsirylnDf4Sh5ffi0rwgso8JRy6oC/8drq61gZnk22U8wxfW9hRu0D/NT0NpbwMKn3rcSSNXxWeTESl9G5pzM4c3+mVRxPa3wZAauMCcWP0dD+IYvr/qrer+wLKQ4dxfKaKYRj32KITPrlP40pJFU1R2ggvC298p4mHn6e9uYrAXB8h+HNvAaaL4fIG4BAZFwN3r0V/I1/D9gKElsDkQ0nah1EvlJLyAZk4/lqA2z2gax7FejVCWQ8O0PwYmi+DOLfAUJ7hIMqJUxSnXEMnA6tN6uNOR7lFY68rqXqQbAK1Q4PwLsvIuNvPd21e6qnegr4ddv9zeFQ/Oqrrzj//POZOXMmJSUlnHjiiVx00UVph/DmWI+NqRtn7soFvVb1wOD/BxWPJXjo+rd57fkZuF4nrY2Qng4g/HMp4TQMTqWF12osJy2tjFiPOgIBpk4Op5vMCd1YToNgx5RIlFvYsfTjDULhDg2E11RN4SQuplDgN0kUgcQjkvgscGVMQWIDHOHiEkdor7AjXFwZ0+NL/KaJK1OgOEnA9CNkM+DqcQRe09G/JyQG4BFeLEH6skkT8BgB1YxODzMQ2MKLbQQx1u7gLoIgo3Q9CDPUQaZOKncd7lvPgaoPlezqTkFh0n1KKLU96c69KPRtfaqKTQCQRbALHBapx2Zv1bBHbNz2rqdU9cDgTbveH776HTf/5Xkcj8W9b/+J4j65fPL2LK6/+AWCeSGa26K4tonrMbvA4JSXvbM3GFtfeWFqKJx0CYQcWqIxgkEPzdEo2Rk+6trDFOaEqGxt4eAtRvDigjl4LYuJfcr4cMUSJpaWMaepisZohL+M3YH75k2nJR7l/FHb803dCr6qXsGWOUVM6jec62a/j22YPL/TcTyzfDpvrp6F33R4dOLxPLP8c/5VORu/6fDAtqewNFzB9fNewEWyS8EoLhp2CLcsfI4vamZiIDh38OHs2mtrHlz6HB9Xq2Pt8bljOHPg0cxtmsuDSx8m4kbxmT6m9DmKCbnj+b5hOi+seoxwshVL2OxXfCi7FOxDbbSCNyoeZnHrjwDkOAXsV3Q8wzLGsjL8I59WP0ZFu7qa02ME2C73EMbmHoAAZje8zA/1zxFz1TYwYOUxKvtQhmfthyUclrd8wNyGp2iMdTSKK/SNY0jWwZQGtseVcSpa32VZ83M0xzr6OnjNAkpD+9M7eABBpx/RRAXVra+zpu21Lk3nDOEh27cz+YF9yfHtgiE8hGPf0dz+Ps3t7xNLLO3yHfLaW5Dh25MM35547eFIIkSj02mPfEJ75BPiqeNRXUKE8Hq2w+uZgNezPY49HGQ7idjXGg5/TTL+I+skTkUIyxmD5WyD6WyNZY9S+4rE0k7+4Nk6PdzNdtsoBnuE1kNoSCwylXoh/hMyMV9dYRv/qRt3capssPrrBnEKEGMNQhrFutFaShGxVCsilvyMbsFSIDeliTBLdQq4N9LIQySrdVM4rYlIpJK/5XSfcu7yhukTlcXpJnFCP5ZGodo3EdXLXalSv+kmcZWKX/wSbYMIaFVEqkmcahCXSv9K4dPN2ZLqN4db26lJXKcGcW4dv7pJHN6OpG+6WVwq8ZuNJAMML+nfBdIFkiqFLJuQskkD5M6p36aO9O8v+T0gQhi9vvuV67EZYfDdV28cDD7zyt/dfnazweDN5VzsXBsLgzd3Ax43NhvqDwEUDP4hGmN6JxgcdR0MDP4+8nz+teZdvm/4gV6eAv485FxuW/g3WhJNbJOzA5OKD+OuJRfTHK9nWMZYDi45lceXn0dzvIb+ga05uPflvFdxBSvbZuAzs/hj2V1UhqfxTY1K8W7f62oK/aOZVnEc4UQ5IXsgE4ofpbr1RZY1/BOAgbl/pyCwvwbC32CIDA2E0QnhFg2EnyQReY9w458BF9u7L76s26Dlnx3qh8BZEDgZmv6c1jiI0CUaEp+sd0weROY/NSQ+TXmQRIbSTbjVyKbLgahK92beBpEXIPyMmr5nd9WUrvkSfabQC8ELIfYpxL7Q4+ytphlXPzywRmhtRBKMEkTWTUq+31M91VO/6/qtHExvrvV4bO42HJPbqJ8ZGIXrNsnrqf+t+umHFVx15uM0hOO4PhvXY6Wby/1sSrgzDO6cFjZ+oTrCAMNS6eCUT9gQMg1/u0Bhsysg9hgSF3cdKBzQigiBxGu4eAxX/01D3ZQiQiQJWSbJlBJCuARNi6QMk0oHB00PSX0wY+EStLwI2YokmYbAfsPC1RDYROIzfdgillZNKAicgSkjpFJQqWG2MBAaAos0GM7CkE2ILgdQAX1A2NL1QxRB1KWh3aSJhbPu+KnXrAOZ1RIooBylewjs0cO7u7xVADYbvvx0Q8nkVHXnSO5mOmaJBsO9EVbv9GOlnwj+zOt/f/Vb2X/90tpc6y2l5JJjH2TWV4sZs/1grnnkRObNXMmfjnkAb6aPcDTZCQYLpMdQ21BTeYMNj0kMlRA2PAZx6SJt8Pps2hJx+hXlsKSunr4F2SxtaKBvfhZLGxspy81keUsj+X4/RbkhZq6p4oDBQ3ln+QLirsuULUfxxPwfyPP6+fO47blk+nuYQvDALgdz4ddv0BSLcPqw8SxuW8PHlYso8IZ4dqdjuWr263xdu4wCb4jHJh7PdXNf5du6peQ4QR7c7hSWtlXwtznPkJBJxucO48qRk3lg6Wu8W6ng72G9d+PYvvvyUfVUHln2IgmZpLeviIuGnooQkgeWPMSSNgVDx2aP4di+xyBJ8MyKh5jXPBOAfoFBHN77BIp9vZnTNJ23Kh+nKV4LwJDQVuxffAK5TiGLW7/ms+rHqYkuB8BvZjEx/whGZ+2DK2PMbXqTWfUvEU4q7YTHCDIy60C2yP4jPjOLyvAMFjS9xOq2qaS2RX6rgEGZBzIoYxJeM4em6FxWtb5Bees7xN0OwJbt2ZLS0CRKAnthGSHC8YXUtL1DbdvbtCeWp8czhI8c3y7kB/Yl27cDphEgEl9MiwbD4dh3dN4OWkYBQe+OhLw7EfTuiGXmkkisoj3yKe2Rj2mPTkOuBfoMIxuvsx1e7/Z4PROxrcEgIyTiM0nGviYR+4ZE7Lv0VSodJTCsQVjOVpj2VpjOaExrCMiI0kIk5ugmcfOUoqG7MgrAGgL2UIQ1VD22+qn9jfYHK/fvIhWyWq9H1tZp3/5g9UekdRH9gbgC1okVyOQynfxdru436P0VnRrEpU4kphrEFQGGch0ny7UmQjeHS1aq9O/PwmK93Ea+cgvrJnHC7KUTxwVI1D5IyCbt+q3WTeI6aSKSNT+zHt2tWqCjSVw6+ZuD0PcdTeJSjt827fhNNYdrQDWH63T7JbqKdcrQyd6MdMK34z6EMEJIQmDoH4qkGsW5er5KHyHdFq2MaFEN5LJu/tVLtLlgcOldGweDV5/VA4M3WaW6sU+dOpUJEyakh1933XU8/vjjLFiwYJ3XDB48mOOOO45LL700PWzatGlMnDiRiooKioqKuoy/sTD4qquu4uqrr15n+CaDweFXVeMzwJUuX0eSfN3en6WRAqqjIfoGBrKodTl5Tg5/G3ku/5x/A/Wxesbnbssu+RO4Z/H1uLgcVHI0g0KDuH/J5SRknF0LDmHLzHE8ufzPJGSUrXMOYOf8Y3h91XnURBeRaZfyx7K7mNvwGD81PoshbHYpuolMp4SpFccSTdaQ5RnJ+KIHWd10H6ua7gUEg3KvJT+wL8trjiEc+xpDhDQQFmkg7Nhb0CvvGZKxbwg3nAXEsDw74s96AML3Q9t9auV9B0PoSmi9AcJPqWH+4yFwJjRfCNFP1LDAWeA/SvmH4z8AFiLjCrC3QDacCW6FUjxkXg9uC7L5SpRHeABkXgutd3cAYO8f1Rm/tnsAF8zBShvR/jwgwShSw901gIEIngWB0xDC+rc/657qqZ76/1m/lYPpzbUebyzckv0yUj9sLYzCeRscv6f+NyrSHuPuq1/j/bdn4np+JiXcKdmWgsDJVGO5tDKCrungTvdd1RE6FWx23K/tEzYNid0J/tqmi0RimwoMg3IOq6ZxCgr7TUhq8KugsE73Gkl8JiSl0kn4LROp07KWcAlZVqfkr0vI8uBqkGpoKIwMI1HN6rzCwG+aJNMQ2CVoqnSv1H5iC5eAlYWQqQMuBYZ9Zi7CbSZ10KnAcA62kFo5oY6XLDzYZh6mbEF0AbcedbDlNtAVnNrqoMxtYR0oK/T/+jrJIaH/Fu/+gF0E1DjrAAX1ziitRWzd+aVf7wOZXP/fEWp9SLDhg1L9RSPO+hPJqUlm6dSY8kQKszMsLkIIe8Ov/w3Wb2X/9Utrc6736mU1nLHfrcRjCf5y85GM3KY/U/a4AWGbJA0D17GQGga72hnsmgJ8BoluvMHCI0gicS1wHIsICUzTIG64CAHYgoR0yc8OUN3WxlGjt+SpebMwhWD/YUN5deE8hucW0CaiLG9u4IThW1Mda+HtFfPpn5HDOaMn8Kfpb2AIwYM7HMoNcz5gcUstQzN7cf+EwzljxlMsbqlmYKiAe7abzJ++e4JFLVXkekLcPe4E6mKNXDb7caJunK2yBnDdlsfywuqPeW6lCvOMzR7KxcOOoby9khsXPEhjvJmA6eO8wScwKmso71S+x6vlr5OUSTKsDE7odyyjs0Yxve4zXl79JFE3goHBDvl7sG/RwViGycdrXuaL2jdJygSmsNg+bz92yj8Qn+lnXvNnfF79FI1x5Y/NtAvYPn8yIzN3RcokC5o/YGb98zTGVXM3UzgMzdyb0dmHk+kU0xqvYGHTayxufoOoVkwYWJQFd2FI1sHke0fhEmdN22esbn2d6vBUpN7eGsKh0L8rJcF9yPdNwBAObbGfqAm/TW3bO0QSHQ3lBA5Zvgnk+ncjx7crHqsXiWQtze0f0tz+Pq3RL/SJw45X+OwtCPp2JuTdCb8zBjCIxecQiU4jEv2SSHQGcq0TgIaRg8cZh9ezDR5nHB5nS8AkmZhPMvqNShDHf1Dwc+0SPkx7Cyx7NKYzCtPeAsPso04yxudpQDxXKSKSy9bzH2HrxO8Q7RAepIJcokA3mlNgWCkidJO4DSoi8lXTO6uP9s33AbMP0ihF0KoUE8kVyMRy7fzVt59N5doa4pYoFmAUq2RxKvlreJRzN1mhk78VOvFb3sn3u5HoSwQUODfyO1K/Zi+d+M0Fw68nFVd+5HSDuFRzuHqti6jj12kaPB1p33TiN6tT4jcTDA8dyoikhshhlfhNN4bTKV+3SSd/m/j13uG1y9bwOKhuRg5GziO/emqbDQbfuZEw+OweGLzJKgWDp02bxvjx49PDr732Wp588knmz183dTR48GCOP/54LrnkkvSwqVOnsv3221NZWUlhYWGX8f9nksFNN0K7Uh640uWLiOCb9n6saM+nLhbinjHXc/ncW6iK1LBtzigOLN6Ff8y/EReXk/odT1K28vLqJxEITh/4F8LJel5cdRcAR/f5MwZRXi+/HoBdC05ki6xdeHnFGbQk1tDLO4IDSm9kWvXfWdn6MabwsnvJbfjMEFMrjifuNpLrHcs2ve5mReONVLQov+XA3GtUQrj2GMLRGRoIP4UpbNbUHoXr1mFZAyjMew6ZXEZb/Ykg2zHtsQRyH0NE3kU2XwW44GwPmbcj2p9Dtt6o3hTvvsr923oHhB/Ww/ZRDeKa/w4R1fQA/zEQOAWaLoSYVoEETgXPLqrZnFutNsahqxFuObL1djVPazD4T4TWG9WGFi/4j4TIu1ojYakznYm5apr21ojMG5VXqKd6qqd+d/VbOZjeXOvxxeIhTAymfg74MQpnbrJp99Tmrx+/WcZ15z1NXVsU16tTwj/nEjY7uYQNkHZKF6GgcCoVvF51hKlvBmko3NUnTDodbGu3sGUmMQ2JQGJb6m8gsQ0XuzMUtkQa/AYtBYVV+jdJ0DJIaAWEzxSYIoFLUo9rYhJJPw+YNpaI4Ur1eo8Q+E2LhKvSwiYuGVYQZBNSA1+PEATMIK6+ZFYliC18VhCZ9hlKLCx8Zm6XZjIm4DELcJAqwaPLwsYxCzEJpxUTpF5h5CmQu05qOBuEqQ8k5VqvyVEQVzat9U3QHc5l1/l3lBeMgJ5fdy5DjwLERNefBhMBwNJ/X98BrqVAMu7PH9wLn55ejJ9PdRnqhL92RCoI0Olm5COE8TPT+P9Xv5X91y+tzb3ez9z1IU/e/j5ZuUHuffsCjt79BuKui7QtpGPh2kb6agt1Mk1gB23aEwmVCvYqh3DaG+y6ZGX5qG9rpzA/REVTC6UFmaxsaKJfrxyW1Nczvn9vpq5eSbbXy/CSAr5YtYI9+w9gauVKWuMxTtlqLPfP/RoBPLzHH7lkxntUt7dy7JAxtBPj5WWzKfFn8uCOh3D8l09TG21jx14DuXKrvTn2y4epibawbV5/rt1qEudrIJxp+7l73AlE3AgXzXqEcDLKsIze3Dj6JL5vmM8tC54l6sYp9uVx5YgTybB93LTgQRa0LEMgOKL3fhxUuherw6u4f+lDlLerhrc75u/AUWWHE0mGeXX102mXcMjKYFLJUWyTsz21sUrerHiEhS0zAfCaAXbKn8TEvH0xhcXsxvf5suZZWhMqCZztFLNt7h/ZInN3DGGyrHUqP9Q/S3VEcQOBQb/gREZmHUiJfytcGWNF68csaHqZ2sic9GebYfehf8a+9A/tQ8AuIJKopbz1bVa1vE5LvEPhYIkAvQK7UBzYk3z/BAxsWmNzqGl7m7rwv7qAYYCgs4UCw/7dCNhDkcQIR7+lJfIJrZHPiMR/6jK+IUIEvRMIeMYT8EzAaw8FkkRjs4lEpxKJTiUa+1q77DuXB4+zJR5nG7yecXicsZhmLm6ymmR8JonYDyRjM0nEZ633ChLTHo5pj8SyR2LaIzGsgerKkcRCSCxAxheoq2kTC9a/nRYBsAZoRcQg9dgciDQKEXKNTv8u1Q3i1OP16yZSb0qBVgj10cnf3jr5WwLCRKSbwq3UPuFVKjT2ixrEFSlobBQpgKubxUkjB9BX9LiqMZx012hNxBqdBK7ZQBq62xnqlG+eTvzm6cRvDhjZSJGt9nNCqFStbFcnmd16nfqth7Xv/y1Ym2oUl6F1ETr5q32/QoSUvgJTX7EEiKQ68SsTQER9H9LaiFYNlFvViWXZtv7vi5GDUTD9Vy/5ZoPBd/xt42DwOVf87vazvwtNxNq1yZ3B9WdCTJ1ZTbouH7dbfBfpx4r2PGqjAYZnjOGYvnvw1zm3kJBJTu53OHHZykurX8ExHK4afjmfVL/JjPrP8Zl+Lhzyd2bUv8eXtW/hGF7OGHAtK9q+5eNqBVUPKPkLRd5+vLrybKJuC/2CO7B70SV8XnkJFeHp2IafPUruxhSSrypOJCHbKPDvyNiCW1jecAMVLY8BMCDnSnoF/8iK2mNoi87AEEH65j+NY2RSVXs4yWQFpllMr7znMGQzbXXHImUTpjWCQO5TiPiPyKbz1AGFNRSR/SDEZiCbLgHiYI9DZN8JkY87kr7WSMi6BxF5WYNdwB4HmTdD+PEOcOzsAKFLoOVqiKkfF/iOBO/u0HSRAsAioLQR0fchprvJOjuroEr0U/XcHKTOBsowiIDSWPgO7Wls0lM99Tur38rB9OZaj9nLBjPSp5+IHIxev/7HXE/9dyoWjfPQ9e/w+gtfdwLC66aE3dTNQiXdUo3lUsqIVFo45RJeT0o4nRQ2N+wTNk2JRGKZbgcINl0Mw0UIicd0ERoKO4aLtR4oHLAEUkPhlCIiIVWK12OA1xS6a73EZ4DPlCR0szivgKBl6wZDHRA46TYitTfYZ1j4TZuEWw+AwCVgBvCQIKmhq0DiN0N4DHDdWv3OSxzhw2tkId0qUmlfA/CZhdhCaGCsysTEMUuxSCJkXdcP0cjXb341XRO0Hg2N21jXxehVB6Ay3A0ANtTfMDRUXvtAWoNlhD4A7eZAW4R0gjjSDXxOjePT+oqkHmd9qgivhsnotPKG4K+p522DjOvxfw4EeLQrslQpKMwSlSDT8Pj/a2O738r+65fW5l7vWDTBWQfcxqql1ex9+DbM/G4FFeUN4FjgsUmYIt1ETlp6u6kd7HgMEobyBgtHkBRq+9inKIeltfWUFWSxvLGRouwQ5a0t5Ab91ETDhDwOOVl+ljU0cNSoLXn6p1lIYMqoUTwxdyaloQy2LSvhpUVz6R3K5PLtduHUT1XD7Pt2OojrZ3/EyrZGJvUZwbFDxjLl8yeIJBMc1X9rDus3muOnPko4GeOA0lFcOGIvzv3uceY1rSZoebl97HE4puDCmQ/RFA/TP1jILaNPoSHexNVzHmZNtAGf6eEvQyczLmcYjyx7kffXqMZvwzIGcvbAY8h2Mnll9au8V/U+Ekmek8fJ/U9gaMYQ5jfP4cVVj1EdVWnf/oHBHNr7OEp8Zcxv+Y5/VT1DVWQlAEEri10LDmabnN2RuHxf/xZf1b1Ie1Jd/RAwsxmbewBjsv+AxwhQ0T6T7+ueZVX4m/Tnl+WUMTLrAIZk7IXHDFIXmc/CppdZ1vI+SZnatggKfWMZkPEHyoI7YwoPTbGfWN3yFpVtHxBJdjQss0SQwsDOFAf2Is8/HgObcHwR9eGPqGv/iJboLDqfmPOYxeT4dyXbtwOZ3m2xjCDx5BpaI5/TEvmU1sjnJN2u22TTyCTg2W4tOJwgGvuRaOwbotEZRGLf4Lpr7RsAy+qPxx6Fx9kKxxmN44xE4MFNLOkAxPE5JOPz6H7b6sG0h2LawzCtoRj2UExrqNIUJMvTYFhB4sXKK7y+ba7wKcWj1RfMfgh9j9UPMDQYXqaAbmKFmlZiRTf7r7XLq1O/arstNCjGKEIavYAkwq3Qyd8KZHJ1+rFqELeRDdtSqd9UgzijAGEWpP2/UvhRCqd2hFurVRE1al/uppK/tfoKn1+K0lJN4rI6pX2zwMhGiCykyKSjSZwAEiAT6kSybOxI/LqN6v3snPr9WU3TRr05nZK+wY7HIqBOJgs/4FMqqxRQTr0OByN4wq+e82ZzBt++cTB41bk9MHiT1rbbbsvWW2/NPffckx42fPhwJk2atN4Gcm+++Sbz5nVcnnr66aczc+bM/+0GcjUHQVIlUGNukg/avfwQ7sfKSC410QCRpMPJ/SfhMV0eW/4ytrC4dos/8dLqF5nX/BO9faVcOuwi7l1yPcvbFlPoLea8wVfw7MpbWdw6mxynF2cO+AfT6p7h2/o3MLA4os/fsYXgjdV/xpVxtsj6I9vlncQnlRewpv0HHCODPUvvwXWbmF51Oq6MUBzYi63y/8Hyxpsob34IgP45f6UoeBjLa4+lLfoVhgjQN/9pPGYRa2qPIJ5YjGHk0CvvGSxh01o3GenWYpj9COQ+gSFbkA2nqI2iUYTIfgjcGmTjmeqgxSxFZN2nNl4NZ6mNllGAyL5PbcSbLlLjGQWIrLsguRrZdCkQUT/cM+9UPuK2ewEJ1lDIuApab+2AxN4j1A/91tuBOIgC8P0Bws+q6ZChNvZJfSbYsxMi4xp1prCneqqnfhf1WzmY3lzrsXTFAPp6dHMJoy9GwfubbNo99Z+txXPL+dtZT1DVEO6Awp1cwq6jUsJJS8FhLNEVBnduLLd2g7m14HAXdYS5rk/YtBQIFqbE6ASChaEazXlMCUJBYa8lQSiXr2NITCOptBKGS8AySMi4hsKGhsJKEZFpWcS139cSLiHbIeYqb7AjXDJth1gnCJxld4XAftODI5Ik3FY9jiTTzgTZiCtTygjIsHOQbi1SDzOQhKwCTFpw05BU4jUycYygvpxXAV0D8JolOELoq5fQwwW2WYotHIRbhegMgEWGOmB069dNfhkF6mC8uwRT6uDSbQZZv9a3Q+jXevR0u9FHiBx1ACjb9ZVX3RwmiFyd6I2ufxxsDZptoF3D5vUccgg/iEyVhJaRbhQaa5dPp50clBYsrCH0zyko/B2gwSztgMWp2/8oLP6t7L9+af0n1nv2jCVcdPT9GKbBiAkDmfXNMvDYyhls6+2mYyBtAztg0x5P4DoCy28RSSZxbYHpMVRC2AbLMogKV50U0w3lfAGbtlic3Cw/tW1hjtp6S576cRZBx2HigDLeXbKIiaVlLGqpY01bKxduuz3PLJrJ6tZmJg8dhW0JHl/wPQW+IDdvvy8nfv48SSn55zZ/INPj4ezpLyKBi7fYg8FZuZw14xmS0uW0wTtx7IAJnP/d48xsWIHPdLh162PI8fi54IcHqYs1U+rL4/rRJxCyfFw77zFmN6ljpcl99uLoPnvxafUMHl72AhE3itfwcGK/w9ilYDsWtCzkwaWPUBurRSDYs9fuHFQ6CVvYfFr9Lu9WvUrMjSIQ7Ji/B/sWHYLX9DKrcSofrHme+piCsNl2Abv3OoytsncgIWPMavgXX9e9SnNCnUBzDB9bZe/LuJxJhOw86qJLmdP4OgubPtDbfbCEl8EZuzEy60DyvAOJJdtY2foxS1reobr9h/RnbRt+yoK7MSBjXwq8owFJQ3Q2Fa3/0mC4I9FqGSEK/TvTy78zBf4JWEaAWKKG+vZPqAt/RGNkKm6nNK/AIuTZimzfDmT7JhJ0RgLQHvuRtuhUWqNfEY5+jbvW9to0sgh4tiXg2Q6/szVeZyQCm0RiGZHYN0RjXxONfkM8saibb6+JYw/DcUbhsUfjcbbCtgcDQgPiOSTjP5KIzyUZn9t9ghgQRj6mNRTTHpwGxKY1SJ2IS67UWojF2iO8RKV/N6Q9MHI0KO7XKfmrHMBSGgh3lXYIp0DxanVzq/h5sGrr1G+xukrELEKY6l6KAqVucMMIqZrCdTSIq+xI/narTdrA/FJpXzPVGC4HYeRqz2+W8vwiQca1Z7gOmW4M1/nW8AvnvXY53Sd+DZ36FSG1TxQmyFQjWJ34Ja726Sm3r2xWy5JqEue26GX7N2GyCGL0+v5Xv3yzweDbNhIGn9cDgzdpPf/880yZMoX77ruP8ePH88ADD/Dggw8yd+5c+vTpwyWXXEJ5eTlPPKHUBcuWLWPkyJGceuqpnHzyyXz11VecdtppPPvssxx88MGAShynYPG+++7L5MmTmTx5MsFgkIEDB27Ucm1yGFy9Y/rHfSQZ551wBrPa+7I6kkNtNEDMtTCFwc2jzubVinf5rmEOxd4CLht+OtfM+wctiRZ2yJvIIaUHcvOCK2iMNzAycwyTy07iniWXUB+rZmBwS47tezFvlt/IgpapeAw/R/e9kabYMj6o/DsAE/JPZ0TWH/iw/BxqI3PxmjnsVXofkcQqvq46G0mC3qGD2DL3ClY03cLqpvsB6Jd9McWho1heexxt0WkYwk+fvIfx2cNYUzuZWHw2QgQpyH0cxyqite4oZHI1wsghkPMIppGvGsYllynheNY9YOaqhnHJlSqRm3mzbiJ3quo6iheRdYPqRtpwpjqDiI3IuBxpjYKms9QlIsKHyPi72uA2/kmlXkQAQn9XcDcNiYdA4HQFhJPLAAG+Q1RjuYRWklijtTYiDiITkXElwrffv/3591RP9dT/fv1WDqY313pUrexPgaO96tYYjLznNtm0e+o/X4l4kqfv+oDnHvmChEcBYddj4nqU/7JLSlh7hF2rIyUsO8HhdIO5lDoirZLopI7onBLW6eCuPmEg3WQOhHBxTEAkMYTEoxvOGcLFa4FMQWFTYgpXeYeFS9BWUFggCVgCQUypKJBk2hYJ3TzOFJIM20MsDXhdsh0fCbdJwWkkGaYHS8RIaJBsAxl2BrFkyiko8RkOQctLPJ0ek/gMLwHTTyJZkR7PFhZBOx/cNWl/pGqAV4Bj/B975x0eR3W37ftM276r3iU32XK3caX3EnpLgABJCKQAoQQSOqEFQgmhQwjJSwi9JCTUhN5sinHvvci2ZPW22jbt++OMVpIbJpSXj1e/6xrP7uzs2ZnVembOPc95Hh+OXUtPJ1cB/FoVhlBlB9hbLgBdLUdXoij2FkQ/P0ZDwkosL1F9K9WwWi6X2ZvYRsmllMhOYk8YztallEr468R30BkPyJAdVE+FtK1iTSqdijzVbxrsRnao+hWF0mMQvCGoW9tg9F03LDviwpAdWqcDtlZTb/MeD6ILb6iDm/EUVFuD8e29twcWl4FajlD6wuIyUAr+V2Dxt+X89Xnr69hv13U5fsLVpJMmex41gRlvLkUJGtJd3FDl8dJQcA0FI6iTMC15HFW9kRU+BVu4OCoEIwbd6QxVpbmsa25jaHk+q5taGF5WwIqmZkaUFrC8uZkRBfkIn2BZUxMnjxvLc6uWYDkOP508mYcWzCbm83P7QYfxkzf/CcBDBx/HrfPeZW1nK0cOGsmo/ALuXPw+uqLwyH7fZ2lHPbcsegMB3Lv79+iyurluwYsAXDLmML43aAqXzH2cT1pW41M0bpt0OoNCeVw07yG2pNoIawGuG3sak3Kr+fPaF/jX5vcB2D1/LJeOPJ0uK869q/7G8q41AEzNG885Q0/DUDWerH2G95tkpkuOnsOpVSczLW8q7WbrNtYRR5edzLT8fQCXT1vf4q2Gv9NlSeVska+CQ0tOYUx0Og42Szve45OWv9OU3gBIP+CxOQeye/6J5PsqydjdrOx8g8XtL9CaWZ/9exb7xzA251iGRfZDUwy6zM2s7fw3aztfJW7VZdcLa2UMihzMoPCB5PlqkGB4AXXx16jrfoO03TuaQ0EnPzCV4uB+FAf3JaiXYztJ2lMf0pZ8j7bkDFJWbb/flabEyPHvSW5gb3L8e+HXK3Bd04PDH+0QDgvhI6CPJ+ibTNCYQtA3GV0txLZbSZvzyWTmk84sIJ2Zh9NnxElv+TD0Ggx9LIYxBkMfg6GPRogQjl3rAeLlONZyOe9zbtq6hFKKqlejaNWoWs98GIi8PkB3nWcRsV4qgT/LIkKE+8DhKk/5K4+3riiUMNXeKMVhPZDY3uz5/jbucFu3/g6k4rd4q4C4IlALcUXYO3V3IZwmed7uCYhzWjzP32a29ejfhfJ8c/srf3O9kLgc+dlZj1+HbT1+27zzbM/U4UH8L0Pxq26l+A15j705QXmjGFUCZfqe6/pAZSx5XnXTHmDu7p1EACX/2f96C78yGHznb3cNBl/0m/9z59mvFAYDPPDAA9x2223U19czduxY7rzzTvbdd18AzjjjDNavX8+7776bXf+9997joosuYsmSJZSVlXHZZZdx9tlnZ19fv349Q4YM2eZz9ttvv37t7Ky+dBjcMCl7p6fbzvBydwELk1VsSubSmglSExnOks61FPvzuHX8OVyz5E5aM+3sXzidA4qmcPuKO3FxOa3qFGoiQ7lr5W+xXJPDSo5lSu50HlhzFRknxfS8Qziq9Ayerr2aTcklRLR8fjjkDtZ0vcVHTRLsHlRyBYPDu/PGpl/QlllFUCvisIoH6UwvYU7jJYBDVeR4xuX/htqO+9jYIb2JB+deQnnkh2xoPpN4+gMEOpX59xLx70djyxmk0h8CPory/4TfmEh364+xzUWAj2DuPei+PXDbzgFzLqDLIDjfXrjtF0LmY0Agwr/CDZwCHRdlw+BE+HzcwI+g8ypIvya/0MB3IfxL6LiiNzQu8D0I/RQ6rgLTGyIUPBWMfeV7nRbAgPBFEgYnvQOROhr0kZCSQ6xQimUHoSdh1X+4hMJK3hf+HQzUQA3UN7e+LZ3pr2o/WjcNJUfzYLBxGErevV9a2wP1v1eb1jZy/XmPsmFzO04PFParUim8lY+wo3shcz3KYA1slW0D5rZWB6u9/sIoHhzWeqwjQFH7qINVQEjrCISDIlwMDVwkFPZrSL9f4RDQBY4X+LY1FI7oKqbnGxxUQVNsbFf6BEd1DddN4uJ6z/3YbjcODgKHqGZ4ELjHQkIhqgdIe+n1ApeoFkYl7dlKgIJDrp6PcDuwvOs9gUNMK0AjhdXHMiKgRgmqURy7FtdTT0l/4wp0Ifp1vgUQ0AZjCEPePO8DcjWlEEMtRXVbZThN31IqZGfO3rLtsFul2LON6PTgcN9SZSdcBD1vwvptfzRKiff+jPf+7Qy7VcpkZxdLdtK322nWPbVtGMjIDvZ2fYwBIrLzLgKyTadNdsx3WFEZ6CNCng9jAuzmnbTvlcjzlF1huX1YnjqqtZ+Vx47L6AOLyzxlcVkfWFz8lYQVf1vOX5+3vq79/vnhf6B2dQMHfncqb708n0BeiHjKwtUVHEOVMNin4AhwNYERMUiYJo4u0AIaKcfG1cDn10g6FlXFOaxrbacwFqIh2U04YNBpZdBUBcOvEc9k+Omek/nT7Nn4NJUjR9fw9+VLGF9UTNI1WdnWwhnjJoHq8telcygOhrlr/yP54ZvPYLkOd+51FO80rOKV2mXEDD9/P+iHPLp2Fk+unYNf1Xhs3x8ys3Elf1z5LgAXjDyIHw7bgyvmP8UHjcvRhMrvJp7C+NxKfrPoURZ3bEBB8PPqIzilaj/eaJjFPSufw3QtKoNFXDfmJ5QGCnhx85s8vfElLNcmpkc4Z9hpTM0bz4L2RTy24Qma0vL/0OjoSE4fdBrlgbJtrCOKfWUcWfZdJuRMxXJNPmr+D+82/ZOkLY+rpf7B7Fd4HONy9kBBYU38Uz5ueY6NCS8DBsGw8BR2yz2CYeEpCBTqkwtZ3P4Ca7vex/GgmaGEqI7sT030MEoCYwGXxtQC1nS+Sm38LUynF8KG9XIGhQ+gKnwg+b5RgEtrah713W/RkHiPxFa+wRG9muLQfhQH9yPXNw4hVJLmBtqTM2lLzaA9+SH2VgpQn1pGzD+NmH8qMf90/NogwCKZWUQ8/SGJ9GwSmTnb2EoAGOoggr5JBIxJBIzxBPTRCOHHtuv6AGIJid0dqH81dXAWDuv6SAytBk0bBG4a21qBba3AMZdjmyuwreW42XPadkpEUbVhKNoQVG0IijoIRRuMog1G0KMmloBYev7WSsC702N6T9s5/W/IqeVZ/19XFAAWwmnwlL51uHZ9r5+w3bDt+XCn5ffUvjIcDrXAU/zKyRUR5Fna8/l1WjzVb0843Faq313xM95uaZ66t6/at89jwqB4lgz0Vfx6UJZUH5VvX7VvvFcB/LmtLHa1/J5NVFBaW4g8lPzH/+vWvjIY/IddhMG/GoDB/yfqS4fBW8bQM1yi3U7zYncJSxKVbErl0m1GeHT6Dfxy3p3Up1rYu2ACJ1TszXVL7sLB5fzqH5JyOnmq9hkEgl/V/JKU1c6jG/4IwI+HnI9PUXh8w+24OBxSfDJ7FnyHx9b9mpbMRgp8gzh90G3MbnmERe3PI1A4pPRqyoMTeH3TOXSaGwjr5RxW8SCtyVnMa7oKcCgPH8XEwhvY2PFHatuld++gnIuoiP2EjS0X0Jl8BRCU5f6O3ND3aGo5m2TqNUClIPcOQoEj6W47Dyv9JiDwR6/GCP4QOi6F9H8AEOGLcYNnQtdNkHxKfln+Y2SIXPxuSDwil/n2h+htiOSzuPE7AMfzFr4bkfoXbvw+pPp3hPQWTr0C3Q/K92pjpG1E932Q9nyoffuB7zDoulUqYURQ+g2n/iP9gwH0iWAuBiyp9IjeiPAf+IV/CwM1UAP1zaxvS2f6q9qP+OahBFUPYgTPQole9qW1PVD/u+U4Dv/86wc8fPcbmJqK45cq4R7rCFvrsY6QKmFbF7jqdgLm+iiFtweFe6wkEPQPmcv6CUPfkDkEaFlFsIsvC4JdAhrYWPJxHyjsU0ERdh8orGF6tg1+Bfyqm1UORzQFVZjYruUpiXU0YWXXDygKEU0j7UiLBwWHfD2G7bZjuz2BdRoxLULK7lHMugQUH1EtQsauQ6bTu+hCJ6YX4thbcLLBKi5hrRi/omHZ6+lR8woEIW0wGg62vY7+YHgohhIEaz19k9pVJYahDkEjjbA30K9jJ3Jl59lNeTe6+3ZINenjqAS9IbJb6F9+6fko/LJDa9eyTSlFUj0skIrf7QFkIqBVyk6hm/BS4bc3HDYgYbQSBWxPhbUp+930L83ziszzlMEpT7FVz447tmEPyuZ47zE9KF7/2ZBAFHoqshz5fSA85VOnBA1Ow04+t6cUT43WA4hLJcwwpiC0XRu9uL36tpy/Pm99Xft97U8fZta7yzn4u1N54+X5hAsidHanpVWEoeJ4N89cRR4nMRQs4eIaAttTCCs+BctxwJC/ZiOokTQtcnICtCWSlBVG2dTeyd4jBvH+ug0MycslFvExt76eE8aM5tX1K0mYJudP25175n6EAP521Ilc+8mbrO1o49hhoxiWm8udC2YQ0X28eOSPuOSTl5jXsplB4VyeOegHXDHnJd5vWE2+L8Sz+/+YVzYv4P4V7wDw8xH78fPh+3LNwud4c8siVKFw3fjvcmDJWO5a8U9erpsFwMHFu3HZqO+xrruO3y55mOZMB0HVx7nVJ3Jw8VQ2JDZz96pHqE1Ile2BRXtw5pDvoQqVV+v/zct1r2K6JqpQObT4YI4tPxpd6LzX9Bqvb3mRhAd9KwODOarsJEZFx5N2Erzf9BIzml8m48jjXq5exD6FRzMl7wAMxc+mxDI+bnmOVV29eQYxvYiJOYczIfdQQlouCauVpR2vsLT9FeJWL3iM6qWMiB5KTfQQYkY5lpNiU/cHbIi/w+bumX38hSGklTAofCBVkQMp8I0BIG6upyHxLg2J92lNzaPv8cpQcikITKcgMJ3CwO4E9XJc16IrvZC21Azakh/QlV7I1spOQy0i6pvqweFpBPVqQJCx1pHIzCaRnkN3ZjZpcyXbHndU/PoIDwyPJ2CMw2+MRmBg2RvJmIvJZJaQMZeQMRdj23VsrwR+dL0aXR+BrtVg6DXoeg2aWoXrduBYa7GtVTjmGmxrNY612ruZuWM7HiFysmBYUQejaJUoaiWqWglKDsLZIgPh7I24dm0f5W8dO7Kx6F+ap/At9gLiihFqSdb/1xUx+X05XRIaOw24tpxjN3s+v418ZrDpNuX562dVv7lZSyah5MrPFQb9YW3aU/y2eTc4272pR/3byU7tNna5lG1Vvn2fEyTr74sqb6CCt51Or+LXtbx5Wp5v3YQ39Sh/veDZnfkyf0MD5Cpv30UY/OsBGPx/or58GCyHlwA0Wkle6q5iSaKC+mQOLZkAk3PGc8bQA/n1/HuxXJvzqr9Lyunk6Y0v41d83Dr+Mv695VVmNM8kqAa5dvRVfNzyNm81voIuDC6quZbNyRX8a/OfATih/GxqIuN4dP2viFutVAXHcVLlDcxouodlHa+ioHJY2XUUB0bw2saziVt1xIzBHFr+R1pTnzK38XJcLEpDhzKp6GY2dfyZDe13AFAVO5/K2C+ob7+a1m55Z6co+msKI7+gpf3XdCek4jY3dj3R8JkkO64lk5A2H0bwR/ij10L8972g1380InYTJP+B23kjYIM+AZFzP6RneMFyaRn0kXMvOG247RfJg6TIReTcCQjcjl9L1YYIIKLXSnP39l9764Uhcj3CbcftuhXIyLt6kUsh+Xyvt7Cxv+yApOTQKZQyEEqvciZwIiJyBUL5v3MAGKiB+r9S35bO9Fe1H8nNw/Cpnmdw5FqU0GlfWtsD9c2o1sZOfn/p08yZW4vr16Xiza96npiiX8icq+0kYK6PWjhrHZH1F+71Fd6Zn7AMmYMev2BNAwcZMGeoEgqrioO/J0BOuAR1gd0HCqvClu8RLlFdzUJeQ3EJawoZRz4PKoKghgcZXHyKQljTSHkWEppwyTfCpO1WXGSQXUT1E1AFaVuqtAQOuXoewk2QcXrD5HL1AjSR8qwlAFxCaoywGiZjrcf1wKxAENMr0UQay96Q/ZsoaIT0oaiY2NYa+nb6A9owfEpMBu/0CW4TIoBPG4EmdBR7Hf09gzXQquVNcHvTtkN2Rb5McRdI4LyNkjYM2lAJdZ0Wz8LL2bYNbZAcTup0SA/J7VlCqEM86whVdn6tddDP+qKnQhJIK7nyqdPu7fMOwIAokJkSSo/HcEKCbruWHQ+l9cn9Vos8pbLwOrutUrX2WaBYyfPU2IWeWksH1wGSHmDoSbrffsdeRC5DhM7a+WfspL4t56/PW1/Xfj9w/b946fEP2f/Y3XjntcUEc4LEUxaOruL6VGxD4OgKrtrrFezqQnoIW5ZUCPtVMrZNRWkOtS3tjKgqZFl9EzUVhSxrbGJYST6rWloYVphLUypJeyrF2XtO5YHZs9AUhVN2G8eji+YzLDePSeWlPLt8MVXRGLcccCin/edZHNfl3gOO5n+Wz2JBcz17lgzirn2O5ntv/o1N3R1MLazkgb1O4IwZT7C8o4HqSAFP7/9j/lE7mzuWypDzM4btyYWjDubGxf/klc1zEQiuGns8x1RM5l+bP+KelS9guw4jIuXcNP4MdEXhpqWPsLhjLQB7FYznwhEnEVR9PFX7Ei/WvYWLS5Evn/Oqf8iY2HCa0k08seFp5rXPB/pbR6ScJO80/Ju3G18l7UHfYeEaji47mWHhGrqtLj5ueY0Pm1+l2wuSC6oR9sj/DnsWHE5Ii9Ka3sy8tldZ2P6GdwyXx9Ga6J5Myj2SyqBUAdclF7Ki4zXWdL2X9RYGKAmMpSZ6KMMi++NXI5hOkrruj9gQf4tN3TOx+/gAB7UiKkJ7UR7ci5LgFDTFT8buoDE5g4bu92hMzsRy+h+nglolhYHdKQjsTkFgGoYaw3a66UzPoyM1i47Up3Sl52dHjfSUpuQQ8Y0n4ptIxJhAxDcBXc3BdjpJZOaRSM8mmVlAMrOwz0iUfi1IQKyPxW+Mwq/LSVPzse1WMuZSCYnNJZjmckxzNe52j8cghB9NG4auDfWmYejaMDR9KIoI4FjrsK01ONZ6HHs9trUOx1qP+5nKXw1FLUNRKzxIXIGiViLUMhS1FCFCUn1rbwZ7M242GK7Ou5nZxGf6wmd3ItBH8VskhV9KQdb/1+0JMsVGuF3gNHsBcT2q3z7q3//GLkJuhLRo6uft6yl+lRgQljcehXcx1Vfxi+mdo7r7KH675Hkx6/Hbtevfx+cuxVP89ih/A4DPu1Hqk+dAoQEa2WFhQkibiNiN//WnfmUw+Pc37hoMvuTqb+R5Ni8vj5UrV1JQUEBu7s6zDVpbd8ESq08NwOAvBQaPyD6uNZO80j2U5d3l1KejtKWDmI7KOdVH4lPhT2v+hS5U7tztQh7f8DyLO1cyOFjBDWN/yR0r72J1fA2l/hKuHnUFj264n2WdC8k18rmk5rd82PIq7zT+A4HCDwZfSr6Ry+PrLyXjJBkV3Zejy37F21tuZVXXWyhC54jyG8k1Knh909kkrEZyfSM4tPx+WlOzmd3wK1wsioMHMLn499R1PsL6ttsAqIydQ1XsIpq6/kBjp1QN54d/TEnsWto7b6AzLqF0JHwWudHryCT+h1Sn/I+v+Q4mlHs/pP7lwV8LtLGI3AfAWittI9wOUEoQuX8EBG77eR6Q9SFiN4A+Fbf9fM/fV0GEf4nrPwE6L4XMh/KL9h8PobOh8wrPmgKpOg6eBp3XgLVCLgucKocSxh9AegXnQPBkSP7T6yQJ0MeDuRBwQSlCRK9B+A/9wr+LgRqogfrm1LelM/1V7Ue6bhi64sHgnIdQ/Pt/aW0P1DerZr27nN9f/gwdaUtaR/j7B8zZusDdOmBOAVeXMLivdQSqpxruAcA9lhE9CuJt/ISRUFjpGzKHDHNTXDS1LxR2vcfbh8Lg4ldBFY6Ex8IlqmuYnv2DJqSPcNqRnsCGAjmanoXAqnDJNUIk7XZAAt88PYQgkQ2k04Ug38ghZTVmVcB+xUdMi5K0epXBhjDIMwow7TrsPp7BOXo5hjBJW70AWBU+cowqhNuOZfcOP1aEj7BWjUoay+qvBvNrQ/GrBQh781YdbgVdG4mh5kqfYWcrBViP562bAmsV21g+qNVSYeWmwFq5LYAVuaAN8+Bwq1xnG+AZBn24vL4iLX0ke0Zh9auIBNVKrvwN2E3eNm3PWzjktVkgO5xu3POR3JG/pSYDi9Ry2ekWyE60vclTWWe28x7I2maoVZ4C2S/bd+NeQn3tDjyS+35HYe/9laDme4osHal87gSnHhH8EcK3187b2Ul9W85fn7e+rv3+x/+8x19ueYVpB47ikw9Xo+gqlqLgGppnEyFvkLm6QjDmpzORxvHJERS2StY32FVhWHk+q5paKMoJU98dJ+jTibsmQoDmV0lbNt+fNoEn5i2gMidGRUGUmbW1HFVTwwf162lLpbhu3wN5aOEsNse7+MGYiUSDPu5b8BG5vgB/OfR4fvDmMyQtk19N3IfDBo3ge28+StxMc/zgcfxq3L58792/0pjqYo/CIfx57+/z3PpPuWXxvwH4/pBpXDrmMG5f9gr/qJVimTOHHcDPhx/EgvZ1XLPoMTrMbnL1ML8d/0PGxKp4tvZtHtvwb2zXIVePcFHNKUzPH8OSjlXcu/pvNKUlfNi/cHd+MOg4cowo89sX8PiGp/pZR5xWdSoVwXLiVhdvbHmR95vewHJN7/UJHFV2EpXBwZhOmjlt7/J+04vZoDldGEzJO4h9Co8izyjGdNIs6/yAeW2vUJdckf1bFviq2C33CMbEDiCgRjCdFOviM1jR8TqbEnO8G36gCJ3K4BSGRfZlcHhP/GoUy0lRl/iIDV1vs6l7pudBL0sVPooDkygP7Ul5aC8iehmOa9KeXkxT4iOakp/Qnl7onRN6ShDzjabAP418/yRy/bthqFFsJ0VXZgEdqVl0pj6lMz23XxhdTwW0oUR8E4j4JhL1TSBo1CDQsOx6kuYiEpmFJL3J3sFxSlMKJRjuA4h92lCEMLDsWkxzBRlzhZxbKzHN1ezQ7x1QlLxeOKwNQtMGoauD0LQqBAFcpxbbWo9jrcOxN+DYG3GsjTj2ZnZFBSuUfBS1DKGWSnCslKGoJQi1GEUpQKB58NYLiMtaRjRJWPzfqH5FwIPEnupX5GYVvyi5Hjj2ro+xwLUQblwqfrP+vn2Uv27bztWzn3fbelS+IiQnxZtv4/FLr+rXdZCg2OoDlzPelPIUvj2q3x4FcIovrFQWMZTiT//rt39VMLjqtl2DwbWXfjNh8N/+9jdOOeUUfD4fjzzyyE5h8I9+9KPP1fYADP6SYfCqTJJ/x0ewIllKfTJKR8aP7aqoQuGeSWfz3MY3+aR1CRWBQm4Y+xOuXvwHOq04BxbtwalVR3PD0htpzbQxPjaOnw89iztWXkdTegvDwjX8YtgVvFD3Z2a3vY0uDH469Dpst5tna6/BwWZa3gkcUPxjXq+7gbXx91GFwVEVtxDW8nh909mk7DYK/GM5qOxu2tJzmd1wEY6boSiwN1OK76C+6wnWtd0MQEn4+1TnX0dL/BHq268FIBY8jvLcPxCP/5m2zpsACPgPpTDvAaz0uyTaLgTSqPo4QnmPIKx1Euq67aAUSjWwkuMFy60F/IjYzZ638K/6+AOfCpGLofMmSMnwBIy9IXozIvUP3Pg9gAPqMIjdAenXvSA5R3Z8YjdB+t1edbI2HELnyXV6wuR8BwNqr0+xWimHSfR0pHyHSSisFn7h38dADdRA/e/Xt6Uz/VXth1lXjap4oRZ5L6EYNV9a2wP1zat0yuTh21/lhWdmYWeBsIrrqYSzCuEe6wjNgyF9FcJZNXCfeY91hGcZ0VclnPUT3l7I3FZQWFXlY1VxPKXwtlA4pCtYmOAphXXFlb7BQvoG93gCq8IhV/eRcrqzzwuMIEm7R+HrkGeEMd0ubFdC5pCqE9V0En18hPP0GCqprK2EXFaIIJH1GwaXHK2AgKqRtNbTAy41oZOrV4DbhNknsd5QokT1cnAbvEA6WaoIEdKHo5LCMpfRV/3j04YQUMsQThOuvbbf31VVh+DTqlDdOMJaSX/LiKDMUBBBr/O8ZqtfRQD0UVK55HaAuZRtlLyiyIO0AdnptZZtp+NtgDZSDuFFyA769toCUAZ5quCo7KTadd7N/O3AWxECtUb6RyoBOZTVrvcg9g6UWyIG6nDQyjxFMBJ42xukonln0EApkipppdJTIXsew3abhMR27XZsN7YuHdQKROjniOAJn7Hujuvbcv76vPV17ffM1xZx43mPMWJcBavWNMpbPLomYbDu3ShTBa5PAU1gC9AjOklTqoL1oFQIuzqoikAJqKRMi7zcIM3xBINKc1nX0sbIiiKWNjRy9LiRzKitpSWR4Oy9pvLAp7MQwFnTJ/PQvNmUhsPceODBnPmq7AP97cgTuGXO+yxtbeSQqmoOHjSUyz+Wlnz373scUZ/BWe8/g+26/GrcfuxfPpRT3/0bCdvkoNIR3D39RF7cNJ8bFryMi8uJVZO4evxR/HHVGzy6VobF7VM0khvGn0TcSnLVwkdYFa9DEyoXjjiWYyv2YHXXJm5d/ji1CfmbP6J0D3427Dhc1+FvG57nzYaZAATVAKdUHcV3SvbFdp1+1hECwR75u3N8+bEU+Qtpy7Tw2pZ/8VHzuzjeMW58bAoHFR/J0PAIHNdmcccnvNf0LzYn5bFOoDA6OpXp+YdQHR6PIhS2JNcwr+0VlnS8440QkWrh6shUxsYOZFh4Kppi0G01s7LzLVZ0vEZrZl3276+gUhbcjaGRfRga3pugloflpNiSnMPm7pls7v6Qbqv///WYMZjy4F6Uh/ak0D8WVfFhOnFak3NoSn5Mc/Jjusytj7HSbzjPvxt5gUnk+ScR1Epx3AzdmRV0ped70wLv/NG/BAYho4awMZqQMdqbj0QRfky7nmRmASlzWXbKWFtZCvVtSa3Cpw/Dpw/Hp1Xj06vxadWoSgTLqsW01mJaqzGttVjWWkxrLba9PYugPq2KkAeHqzxQXIWmVqCp5VL566Zw7U0SENsbcexNONYmHLsOx65jZxC6/wcFUZRihFqEohajKEUeLM5HKAUIEUYReNC2HewmXKfRU/t6k90qLSN29TO3KV9/X18l1n8ugkhI611Xux6YxepjwdC9ldo33qv6/a+363Nsf1b565dQWfjkXf+s6lfpsw8KsDWA7LGZ8BTNOCD8KLn3/9db9ZXB4Ft3EQZf9s2EwV9lDcDgLxEGu67L4kya1+MjWZEooSEVoSvjZ2r+KD5pWUGxP4e7dvs5ly68j+Z0OwcWTebQksn8btn9OLicMfhExsWquWnZLWScDIeXHMb+RXvzh+XXkHKSTM3bi+9X/YTHN9zOiq65BNUwZw+7icbUCl6qux2AfQt/yO4FJ/KfzdeyofsjNOHn6Irb8Kt+Xt/0CzJOJ/m+URxUfhed6WXMargAx01RENidqcV30Rj/J2tarwNc8oOHMbLgDjqTr7Kx9SLAIuzfn0H5D5FMvUVT6/lAGkMfS1HBo2Bvprv1LFynFaFWEM57BEUEcdvP9S7udUT0t+A/BLf9l73wN/gjCP8Kuh+C7vsBF/QJELsHkZmJ23kDkJJAOfZ7EBpu+8WestePiP4GVx0KnZd4CmMFQj+XbXRe7R3sdQhfIA++3Q8BtgwR8R8Pyb97QyVVz0t4vnxdRBGRy6V9xP9CevRADdRAfXn1belMfxX74boudv1wlB4YXPgRipr/pbQ9UN/s2rimkZt++Thra1t7A+Z8SjZgztUFtiED5lxdeHYRojdUzrOQcPtOW0Phz/ITFqBovSFzEgS7HhSWy1XFQe8DiPtBYUPx1GXSIsKnCizXkuFxhobtprNhcrmGj4zTnX2eZ/ixnG4vdMglovkwFDc7/FjDpcgfI2k143hq5IDiI0+P0G3VZW0l/EqAXD2HhLUJx1O6qSgU+CrAbSNt96h5XYJqHlEtH8vegOV0ZJcH1BIieiGOXYvVx95BEREixghUN41pLqEv4NXVQQT1wahuF465hL42CUIpwqePRhMKirVyW4WrWi1vhJORN8q3fl0Ue/DYL6+3zMVsoxoSpXIdJSQ7sNYS75qr30oekB0qO8huXALcniDffuUDbbTnPxyU6iV7A5jL2G7nWARAHen5Hvf1IV7l2VLswDZCrQB1hOdJHJLb6HTIAGJrLTsPOvKDNqQPKI566uW0hMM9YUl9lHAieiMieNJO2tx5fVvOX5+3vq79Xr1kM+cfdzexvBBGLEjDlg4wNIRfx1SQvsGaQA/rpC0bR+u1i3AML3RTFYSjPjqTaUYNLWbJpgZGDSpmcV0D1WX5rGxuoSQWoS7RhSoEP9lnKn/8aBZl0Qgjywt5c80aDq4eyuLWRuriXVyyx97UJTp5fMkCysMR7jn0KE559Wkyjs3t+xzO0o4G/rpsNj5V49nDTmNJez2/mS0B8T17HkfM5+OcD58l7VjsUzyM+/f4Hm/ULeXqef/EweWoivH8duJxvF6/kJsW/5OMYzEkVMjtk39AoT/KLUuf5Z3GBQAcXTadC0YcixDw17Uv8/xmmdFS6i/g0pGnMTo2hJVd6/jL2mdY0y19xwcFy/nJ0JMZHa2mKd3E07XPMrtNjuRUhcq+BXtzTPnR5Bm5NKW28Gr9P5jT9hGuBy+HhIZzUPFRjItNQiBY072Y9xtfYGV8fvbvlmcUMy3vYKbkHUhYi5Gyu1nS8Tbz216jMd17o8yvhBkZ3ZsxsQOoDI4BBK2Z9aztep+18fdpSfe9qSYoDYxlaHhfhkb2IaIX47ou7Zm1EgwnPqIp2V8BrAofhf5xlASnUBKYQr5/JIrQSFmNNCU/oTU1m5bUPLrN9dv89gJaKXn+3cj1TSTHN4aorwZVGJh2G13phXSl59GVXkBXZgGWs72bXgoBfQhhY0wWDgf14RhqEY6bIG2uIGUu7weJ7ex5Z9tSlXz8ejWGNgRDG4xPG+w9HoRA9IHDazxovAHLrvVA8c6RkhAhNLUcTS1H1cq9x2WoaimKUoSqBMDpxHXqPUAs5669BcdpxLEb2L4X/c4+M4ZQ8hFqvgeL8xBKrpxEDooSQqAgAOGpZ/v7/PYofvuogL8UawbVU/oG+6h9g73qX/wekPVUvy7QE2aHgzy39VX9mkCGXr/fZB/175ek+t2VElGU4tn/9dsHYPBn19y5c9F1nXHjxgHwwgsv8Ne//pXRo0dz3XXXYRjG52pvAAZ/yTD405TJm92jWJMooTEVRnHzeXT3X3PunPvZnGxmr4LRnDpoXy5dcD8ODhfXfB/T6eav6/+OguCKUediOgkeWCMD0n469Czy9BB/WvMHHGwOLDqCI8tO5M9rrmNjcjU5eiHnVt/Eso53eLvxfwA4oOhMpuQdw6ubr2JTYjaGEuKYyj+gAW/WXUjabifHGMbB5feQMNfxyZbzsN0Eef7JTC+5j7bk+6xouhgXk6hvKmOK/kQyM4cNLT/DdZMEjEkMLvgblrWGxpYzcJwWVLWU4vzHUJUg3S0/xLHXgwgTyr0HzdgTt+NSSEvPKoJnePD3HuiWlhPouyFy7gZruecF3AlKHiJ2p/T26filN5xQSHuI4GnQcUUvUPYfAeFLIH5Pr5pYHweR38iwufTb3rKJEDxTfra1Wi7zfQdISTUxSHWxMGSnAMDYAxH9LUKr+sK/lYEaqIH636lvS2f6q9iPjvZuQskJKJ6CQRQvRojPdzExUP//luu6vPbcpzxwy8ukwIPCfQLmdC9cTkfaSGh9rCO8gLntWUfIeR/LiO35CQv6hMyBovZCYela4j1WZHibpjhoO4LCfZTCuuISUBVPjeYS0VWEMLFdG4FLTNdxSWWf5+gGqjCzvsKGUMj1hYhbvcrgfCOCKtKk7F5lcJGvENfpzKqFwaXAKEEjQ7dVl10WUmPk6HmkrA3YfQLmcvQqgqqPlLmyzzBhl7A+lJAWxbJW9xv+q4oYYWOkB4YX0xeQqkoJIWMUGiaOuai/6lUEMPTd0NUcVLtBKnr7ddwjYIyXQNVpBnMB26hz1RrQhwGKBJ3mIrZJT1fKQR/rKX27JcTtuZbqt16xvEZTCuV22Jtke+52IIWSB9o4Ca6FIdu1VkmA3c8vuad00GrkpBbI526XhLzWim19lPu9b6gMK1arQETkYrddvtdeKy0wdtahVko9UDwElMFeGJ0C+hQUrXTH7/uM+racvz5vfV37He9M8r3JchTkqN2HsWR+Lfh0XF3F1uRx0NUVovlB2uIp8ClYuLi6wAjrJDyFcDBkEM9kGFKWy5rmNqJBH21mGiFAD2qkTItxg0tYsHkLx4wbyUebNtIQ7+YcTx3sAhfsvTt3zfoIQ1X5+4mncO4bL7Gxq4PvjxpPVW6MW2a/R0Q3ePX4M7h21hu8s3kNhYEQLxzxI/66chYPr5iFoag8eeDpJJ0M53z4DEnbZPfCwTy458m837CSK+b+A8t1OLRsDLdMOpGVnfVcMvdxmtKdRDQ/N008hd0LhvPEhnf485r/4OJSFSzi6jGnMDJayfy2Vdy+4gma0u0oCE6qOpjTBx2GIhTeapjJE7UvErfk8Wffwmn8cNDx5Box1sXX84/N/2RRx2IAdKFxUPGBHFl6BFE9Qn1yE283vsrs1plYrjy2FPlKObD4CKbm7Y2hGDSkNvJJy+vMbXuPlCP//6tCY0x0GtPyD2FYaCxCCBpT61jS8S5LOt6hy+q9QRXVCxkTPYAxsQMo9A8CoD2zibVdH7A2/j6NqeX9fht5xhCqQtOoCk2jNDAWVTFI253UJz5hc/eH1CU+IWX39+jUlSBF/t0oCU6mJDiFXKMaIRTSdgutqfm0pubRmppLR3rZVrYSINCIGiPI8Y0hxzeWHP8YIvowQJCyNhLPLKU7s5R4Zinx9BLM7foHg6ZECeojCOrDCRrDCenDCRoj0JU8LKeZtLmKtLVGzs3VpK3VmDsImuttswBDG+xNgzC0Sgy1Al2rQFNysO0tWThsWRvkZNdh2ZtxPstup2f/RQBVLUVVitHUElS1WE5KAapaiCLCKABuGtdtwrEbce0GHKcJ12nGtVu8xy3s2EN+p1uAEFGEEkMoUQ8me5OIea8ZCFQPIkt1rMBCuD0wtttT+/b4/MZ7Vb9unK/O57dv+forfjGAPj6/wrtYQ/GUv4Je5W/fgLmeyfEuGeze5174nIuNmcmQSiRJJhRKx7/1X2/1VwWDB916I4r/M2BwKsWG/w9g8NSpU7n88ss58cQTWbt2LaNHj+aEE07g008/5cgjj+Suu+76XO0NwOAv4Y9tbxkh7clclw+S8E73SNYmimhMhYhn/OwWG8kvRh7CebPvx3Rtzh9+DJab4pH1r+BTdO7Z7WL+veVt3mycSVD187txlzCr9WNerHsZTWhcMepSWtN1PLZBAuJjy7/P7vn78ODqq2nO1FPqH8zPh13PnNYXeb/pMQAOKv4Zu+V+h1c2XU5dcgE+JcKxlXegCZU3N59H0m4hqldxcPl9pO16Pqk/B8uNk+ubwPTSB+hOL2Fp49nYbpygXsPY4oex7E1saP4httOBTxvO4MJHEEBj8+mY1mqECFGY9yf8xm50t/0UOyOTaf2RX2GEzoPuB6D7PvmlGXshcu6CzGwJit0uD/7eAWqF5xm8DOkZfCFu8AfQdQskZYAd+mSI3Y5IvYwbvwup9C1GxG4FtwO34xrZqRABCF8hD3pdN3sHYR+Ez5N39xJ/RQ5rKITgiVIl3HNi1Xfz1CgpwI+IXAjBHyGE9oV/MwM1UAP19da3pTP9VezHy6/M4TuTTkYRCq7ropau+lLaHaj/vyremeTBm17k9VcX4u7EOsLRhQTAmvTMzFpHaFtZR2ylEs76Cfes09dPuG/InCJB8NZQWOkJn8NFV6WvcI9qOKAJLM8ioh8UFi5BXSXjZACXkCYwFBfTUxJHNBVdcfqEzalEdY2EF14kcCjy5ZB02rIWEkFVJ08P02X1KKFcwmqIHD1E3NyYVbb5FT95RiEpqw7T6VEzuRQYVfgV6DZXZ0GAQKXAV41OhoS5nL6d2JgxkoAaxLSWYzu90EEVuUSM0aiYmOYC3D5gVFHyCBkT0IWOay7F7WdnIFC1cfi0waikEObCbSGsOtLzChYeeF3R/3UMOfpKrZLbaq+FrZTJsp0KuZ6SKzvJ1grPMmIriCxCoI3vox7uBGspmMvZLnxVh4A21vMINuT2WyvkNmw3eE7xQO9oqSIm6G13rVQpWyvZoWWECEm7MW24VFMrUdme0+wBYk9NvJMQOhG+ABE+b4evf1Z9W85fn7e+zv3+7qRr6O5KMf2wsXz03gpEwMAWAlfvCdlUCER9dKdNgjmeb7AhEIaCiSt9g10XYQhs1yUnN0Bbd5KqslzWNbUxelARi+sbOWDUUN5avRZFCM7ebzr3zfyYonCIqUPKeWnFCvYeVIViKLy7YR0Tiku4ZM+9Oe2l5wB4+IgTuHfhh8xtrGPP0ioePOg4TnrtCVa0NzEqt4hnDjuVX3/8Em/VrSLfF+T5Q86gPtXJz2Y+RbeVYUpBFQ/teQqzmtfx6znPYjo2+xfXcNvk79Jtpbh03pMsaq9FQXD+yO9w2uC9+bR1JTcvfZaWTCeqUPjR4IM5ffCBpJw0D6x+nrcapApwaKiM84Z/lzGxoXSZcZ6sfZE3Gmbi4hJQ/ZxUeSRHlOyPpqgs71zBPzb/k5Vd8lrDr/g4tOQQvlNyGCEtSIfZxnuNrzOj+U2StjyuhbUo+xUeyj6FBxPSImScNAvbZ/JJ6xtsTPResxQYpUzLP5jdcvYloufiug61iUUs7niHFZ0zSDu9x8l8o5IRkT0YEd2DUv9whFDoMhtYG/+AtV0fUJ9cRN+bZprwUxGaRFVwGlXh6UT1ElzXpSOznobkHLYkZrMlOZfMVgpeQ4lQ4B9LYWAchf5xFPhHoyshLCdBe3oRLam5tKcW0Z5eQsbZOtQTVOEn5htFzBhN1BhB1FdDRB+KqvjJWI0SDGeWEs8sIZFZSdLawI6Ao6bkEtSHEdAHE9CHENCGyMfaIFwsMtYaUuYqMtYGMtZ60tZ6Mtb6fuee7ZeKrpagaxVZQGyo5ehqCZpagqbk4jrd2I6Ew5a1GdvejGXXYdtbsO0GnO3dDNxhKShKXhYSq0oBipqHquSiKHkIEUMVfgQuCja4GaAb12nDcdpwnTZcp9Wby2WfV3W84/IhFKnyFSIog/FECJQgghBCGAih9wHKAoToBcuepYToo/wV/ZS/W6l/8Z5/LZB559XZ7SNn2KL//v1fFQy+5aZdg8GXX/WNP8/GYjHmzp3LsGHDuPXWW3n77bd57bXXmDlzJqeccgobN2787Eb61AAM/oJ/bNd1cRpqsjD49aTGB10jWZsooDkVojvjw3JUzh5+MDk+H3ev/BeaULl38rk8vuEV5ratYHColD9MOJ9bVzzI0s7VlPgL+d3YX/HIhkeZ2zaPmB7jujG/YV7bh/xr85MAnD7o5wyP1PDA6quIW+0MDY3lzCFX8WHz08xsfgqAQ0vOYVzOQby08VIaUksIqDkcW3mnB4TPp9vaQkgr5ZCK+7Cddj6u/zmm00nMGM300vsx7UYWN5yJaTfhU8sZW/JXFEzWN52OadejKnkMKvgLfn0ETS0/JZWeASjk5dxIJHQayY4byCT+BoDuP5xgzh2QmenB3ySog7wQOUOGyFnL6YW/P4TOG/p4Bu+BiN0m4XHn1fKiXeQgYreAWoDbfkmv+iR4hhck9xvIfCyX+Q6WvsHx2yEzQy7TJ0HwBxC/u3e4ou8ICY5TL8nnIl8Gglgr5XNtLCJ2A0If+4V+NwM1UAP19da3pTP9VezHT27+G38640aEEAMweKBYv3ILt/z6Kdaub8Hxb2sd4ehCwmHPR9jRwFEF9LGMyAbObQcKZy0jepZtBYWFZxmB6nqClR4QDOCiah40RobMKYqzDRQWwiHcBwr3hMulPOjrUyCsq16ivUtAUYjoKglb+gprwqXIFyZutdEDfPOMMKqwsqBYwaXEn4/ltJF2ur1lUOIvwXbaSdk9nXqXPL2EgKLQaa6jBy7owk+hvxKcNhJWbfb715UIBcZgcNtJmr0QVqCR4xuDX9HJmIux+8BHCYbHoQkHMzO/X6daiBBBYyo+NQrWBhxrSb+/t6JUohsT0YUfxV7nhff2KREFY4q01nK6ZGjv1jYKIkfepNfKZKfbWuEph7eCw0q5vNGulgCW9O01522nEy6kQlebKEOAcT27iIVeiNzW1aMGHgdaBaCB2ypv6FtLt2Nd0Xd7RvXxOFbluj2A2FrLDpXAIkduo16N0EbgKiWAgnCacXvsJqy1YG9ExG5DBI7afju7UN+W89fnra9zv39xzF2sXVbHPsfsxvuvLyaQG6I7ZeLoqrSJ8Cm4AlxDwQjoJCwLLaSRcmxcTeALGSRMk8EVeaxtaGX88FLmb6inpqqIpfWNlOdH2djVSdDQmTS0nPfXrOfIMSOY27CFzR2dnL3nVB6aOxvLcbjvmKO47O3X6cqkuWzPfWhIxvnrormUhMI8dPhxnPTqUyQtk8um7Msxw0Zx3Kt/ozmV4OCKau7Y6yhOe+cJlrY3MDxawDMH/4B1XS2cNfNJusw0E/PK+ctep7KwfSO/nPU0acdiVKyUu6eeQr4vzK1LX+DFTXMAOLxsIleOPZ60k+GO5f/M2kaMjFZy9ehTqAoV8UHTAu5Z+SydnhL4oKIpnDX0aPJ9MVbHN/CXtc+wKr4egDJ/ESdVHsleBZMRCBZ3LOHvm55nfUIGbAbVIIeWHMxBRQcS1SOk7CQftbzLO43/pi0jlaW6MJiatxd7FhxAVXAoQgjqkuv4pOUN5rW/743ukN7C1eGxTMjZm7Gx6fjVEKaTZnV8Fkva32FNfLZn/SMrouUzPLI7IyJ7UBUahyp0UnYHG7vnUNs9i9ruWSTt/qA2x6ikMjiV8uBEyoLj8asxHNemPb2aLcnZbEnMoSE5v18QXc+25fiqKfSPpdA/jsLAeMJaGQBJq4729BLa04u8+VLs7Y6AUAjrgyUcNkYQ9cm5Xy3GdTMkrLUkMitJmKvozqwiYa4iZW2k/4iQ/lvl08oJaIMI6EPwa5XeVIFfq0AIyFgbsnBYTpsx7Y2YVh3uroTDCZ8Exh4glo9L0ZQCNLUQVYkgXAfXTWI7DR4k3oJtN2I7zdh2E7bThOO07mQ/dlY+VCWGokRRlBwUJYYieh9Lr2HNM42QN4MFjgeSM5JdOJ24bhzX6cJ1u/o93v5Ila+qFBA+BIa8ISp0hKvJORpCqCA0DzZ7nr9CSPCc/XfrcsmkTLrjCZLxNJmMieM69OQ7CE9ELLycByFAUdzsc0W4pEyNgrK3yC34747XXxkM/t0uwuArv/kwOBqNMmfOHIYPH84hhxzCUUcdxYUXXkhtbS01NTUkk58vvHAABn/BP7ZjtULz7vKx6/BKd4AZ8RrWJ/JpSYfoThs4roKC4P6pZ/Kvuhm837SYUn8et088i0sW3Eub2cUBRZM5Z9hxXL7oNhrTLYyJDufSmp9x8/Lb2JTcxJDQYK4YeSn/rv8HbzW+goLCT4ddTK4R46E115J2koyP7cnJlRfyQdOjfNQi7yJ/p/R8Rkf34cWNv6IpvZKgmscxlX/AUHy8ufl8usxNBLVCDi6/F9w0H9f/jIzTRlCrZPfSP6IiWNzwY5LWejQllzHFfyaglbCh6UyS5kIEBuV5t5ETPIaWtsuJJySIjoZ/Sm7sWjKJZ0l2XA1kULQRhPL+B8VN4radK9OmRbDXR7jzBqnMBfDtD9HbEOm3cbuulwdgkSvhrzZMeg5bcpiRtJ04F7rugqSE5WjDIXorwvwEt+sOwASRK20j3ATEb/ZUID7pJew0QOIxwJXrBU+C1L97Ox3aWAmM3TigQPD7iPBFCOWbe7AYqIEaqN76tnSmv4r92P2G25n50z95MBjU0pVfSrsD9f9vua7L+68s4O4b/kXcdHD8Go5Py1pHONmAOakQdnrAsOcj7Kps6yW8Mz/h7YbMAVtBYdWDyAgXTXXlutuBwkFNwXQthHA9KCyVwYqQFhEpDwLrwiXHZ3jqMwmBC3xB4lZvuFyRL4zpdGV9iQOqQa4RosPs9QHO0cNENI1Osz67LKZFiWlhuszaLHTQhUGRrwLTaSJp9doVhLUC8vRCUtY6Mn0UWEG1hFyjFNuuI2X1CTwSAXJ9Y/EpgrS5CLuPmkwVOYR9E9GFgpVZiN0P3OoEjKn4tVIUpxk7M5t+XrwiiG7sLjvobidkZm+reFWHS4sHEZChu5lZ26pqlVIwpko7CDcJ1iLPc3hrOFwM+lTQqgAhr7nMeV7+w1alFEqQrI8CetTDSyQg3p5qTYSkElgf59k+6GA3ylFn1tLtfwZ4YHsUaKMk7BUxICnBtbVKTvaOlXcoBVklsdCqcdUhoA1HUfO2v/4u1Lfl/PV56+vc79+e+ygfvrGYfY+dxHuvLSJcEKGzO42jqbg+Tx0sQAmoWK6Lown8EYN4xuznGzx2WAkLa7dQmh9hc1cXuqbgaIK0bVNcEGZLZ5zzDtyDez74CEUIzjtgd+764CPyggEOGDmU5xYvZkp5OSeOG81lb7+Ooar847vf5/w3X2ZdRxsn1oxhclkpV8x8HQH86aDjKQwFOeW1J8k4Nj8bPY0fj57CiW88QkMyzpjcYv62//fZnOjgxx88ToeZYkxOCQ/vfRpr401c9OnTtGUS5Bkh/jD1JCbnDeK52o+5Y9kr2K7DqFg5v9/tdIr8Ud5qmM8dK/5J3EpiKBrnVB/J8RV70mkmeGT9K/yn/mNPCezjtEGHcVz5vqhC4e3Gj3hiwwt0WvKmT1WwjJMrj2R63kQA5rTN4/nN/2RzUtoU6EJnr4I9OazkEMoCpdiuzby2T3ir4RU2Jddn/2blgSr2yD+AqXl7EdRCpO0k89tnMLv1LTYmV2fX04ROTWQSE3P2ZmR0ErriI2XHWROfzaquj1gTn03G6QUoPiVEdWQawyO7Mzg0kYAawXUdmtNrsmB4S3Kx5xnfW3nGEMqCE+QUmEBQy8VxLdrSq2hKLaIpuYim1KJtwugAfGoOeb4a8n0jyfPVkOev8QCxQ9xcT3t6MR3pFXRlVtKRWYnptG/3d6yJMGFjMGF9KGFjCGFdTiG9Ate1SJhrSJrrSFrrSJrrvWkt9meoYjUlik+r8ABxOX6tAp9WiqGWYqjFCExMux7T3kTG2ohpbca0N2PaWzDt+n7nqM8qgY6q5qMphWhqAbpSiKrmoime8lfEUBUNXBeBiesmcZw2HKcV25s7Thu27c2dVr4sv1whAggRQhFBhOLNvUkhgFB0FDSE6IGwwoOurgTLOAhsqfh1vUC5Hs9fN4NLj/I3jeumgAxujxr46/D8/YLVkfQTyZ1HXl74v3r/VwWDB9+0azB4/VXffBh8wAEHUFVVxcEHH8xZZ53F0qVLqa6u5r333uNHP/oR69ev/1ztDcDgLwqD03Og7fsA2I7DP+JRPopXszGZT2s6SDoT4KCSsbxWv5B8X4SHpv+ES+b/hfpUK/sXjeeEiulcsfBBHBx+NPgI9i4YyxWLfk/KSXNo8d4cX34w1y+9ibgVZ2LOBM6rPoenav/Cp60z0IXB+cOvxHKTPLL+d9iuxZTcAzm+/Oe82/gws1qlqvaI0l9SE53OCxsvpiW9Fr8a5aiK2whr+by5+Xw6Muvwq7kcXH4PutD5ZMs5JKzNGEou00ruI6SXsaThp8QzC1FEgFGF95Hjn8bG1gvoTP4bgMLoBRRFfkVn/H7aO28GIOA/hMK8+3CsVXS3/gzXaUSIGMHc+9GMcV6InKfcDZyCiF4FyRdxO68HMjKBOeceEEHc9os82wg8+HuhVPQmHpHLtBpE7HZw6nE7rsyGxonwL3GNPaDzit5hjr5Dpe9w/HbIfCiX6VOkSrj7/l4VsL6n7KAkn0N2YCJymKEl74yj5MuAOf8xAwFzAzVQ3/D6tnSmv4r9mHD3dcw96YkBGDxQ21Q6ZfK3O//D809+jO3TcHy6tI7wCeknrIletXCPdYTWax2BugM/4c8KmfssKKzJuYTC4AoZ5GZ4/sI9nsJZKIxLUBe4wsLFQcElZhiknCQ9yuF8n5+ELTvECg4FvhApu9NLuXfJ1f34FIeE3eWt41LszyPltGfVaLpQKfXnk7QbsnBBRVDqL8N2O0hYTd4365KjFxHVonRl1mC5vSCi0DeUoKoTzyzDzvoIQ44xlIiWR8ZcTbqPt6MqwuT5x6MLSJvzt7KSiBHxTUEXPixrCZbVPyjJp+9GwBiO5qawM5/KxPU+pWoTMIyxaKgIe6UEr30VWSIgr5+0YYAN5goJc7futGrD5XpKgbypbi7wlMNbracUeO3VeMF1DbI9c+m266JLf2Jtghcgp0hPX3OBhL3bU2mJHAmH9XGgDpMqKmcLrrnUg8Rr2MbCAgDD24dRCG0krjYMMBDOZlxrlcygsFbtEDAP2ET8d/V17vefb36J5x/+gL2OGM+Mt5cRzA0RT2ZwdE3CYM8WJ7c4QnN7t7TL8QI1jbBUBTu6IBwwSAuHlGlRURpjY0sHIwcXs2RzA+OHlDB/8xbGlBVRlBvmrZVrOXz0CBY1NVDb3sHPdp/CXxfOJW3Z/Pm4Y3lsyYKsXcSVe+/HyS88jQv85fDjebduLY8tm0dA0/n7kaeytquFCz54EYBb9jic3QpLOf2dJ2lNJ6iJFfLoAafSlOrixzOe8JYV8cjep5N2TC6c9RTLO7egCYXLxx7OSYOnMrt1LVfMe4oOU4LiK8eewH7Fo2hKdXDLsmf5tFVeJ0zJG85lo06i2J/Dyq5a7l/1D5Z3SaVvRaCIc6tPYHLeSBJWklfq3+HFurdI2PJ4NyRUySmVRzE5dywuLp+2zubfW15nXXfvja8JsfF8p/RQRkVGArA6vpwPm99hfvss7wadhMcTc6ezZ8EBDAvVIISgOV3PgvaZLGifQWO69/+lTwkwJjadiTl7MzQ0Bk3RsZwM67sXsKrrI1Z2fUzCbs+uL1AoDQxnSGgSQ0K7URYciSo00nacTYk5bErMpS6xgLbMhm1+UzlGFWWBCZQFx1PsH0VUL0MIQcJqpCm5WALi1CJaU8v7qZR7SlfCHiCuIc9XQ65vOBGjEgWNtN1ER2YFXZlVdGZW0pleQdxcv40Hce9+aIT0Sg8MVxLUKwlqFYT0SvxqMbbbJSGxuZ6ktY6UuYm0tYmUtRHzMy0iJMD1aSUYagk+rQSfWoKhlWCoBRhqIaoSRcHBcTqxnAZMS0Jiy27Acpqw7GYsp2mn4XY7+3RFRFGVGKoS9SbvsehR//pQ5MUEAheBhYslVb9uSgJltwPHieN4Sl/HieN48+0GmH4tpSI8r1/h+f0KVLkvnvJX+hz36pnlMrBMh0R3mlQijZlxcPCur4QrVcKePFh411xCyNcFch3R85pwUQRAn2VeW4pwvU+Vr6VtjUEVc4iGgv/V3n5lMPjGXYTBV3/zYfDChQs57bTT2LhxIxdddBHXXiv97s8//3xaWlp48sknP1d7AzD4i8Lg+BMQvx4Ay7F5qquAWfGh1CbyaE8HKNTL+NP0n/CLTx9mXbyRafnVnFtzEOfP+SOWa3NRzfEYiss9q6SS9+rRZxBQVW5Z/iAuLmcNOYnqcDm3Lf8Dpmuyd8GenDH4B/xl7V0s7VxAUA3xyxHX0JSu5anau3BxmJJ7EMeX/4y3G//M7NYXAcFRZRczPDKFlzddTmNqOboS5Mjy35HnG8Rbmy+gNb0SQ4lyUPldhLUiZm35BR2ZZajCz+Ti2ynwT2ZZ43m0pT4AVEYU3ExR6DgaOm6jqUv6AMcCR1GRdyfJ1Os0tV4IpNG0oRTlP4ymxOhu/Tm2ORdQ8EevwAj+RMLX7gcAF7TREv66cekZbG8EDET0Slz/iRLeerYTct07wVqH23EFuG2AjohchOs/FjqvgbRnYK5PhdhNkHxRhslhyQ5B5DeyUxK/zVO1+KWXsJvx1svIjk7gZKl8sZbK9tThQLL3ol+fhohdh9Cqv9BvaaAGaqC+uvq2dKa/iv2Y9vilfHTQPwdg8EDtsBo2t/H7y55h4cJNuH7dA8OeStiQyuDeoLkehbDoVQjvwE94pyFzQr7eYxmBiuyg9HgLC9B6vIe3gsK66nqewg6qcAnqvWFyfl2gKja268gwOUMj46RxcVFwyPP5yTgJHBwvXM6HIjKkPYsJv6JQ4AvRafZYD7jk6hF8KnRZLdllhUYeAdWho59aOIdcI0pnZj22KwPaFBSK/YNRydCR6bVo0YSfYn81Kgk6M0vpUaIKFPJ9YwiqAZLmUky7F+BqSg65vgkYikMqM7df+JwiIkR80zCUCI61moy5oN/fWFOHEvRNwRAGrrUMe6vXhVKE7tsLXSlCddvlzfytw9iUcjCmS8sFtwsyc71rp75dDQX0Mb1w2OkAc76ctg6tE1EwJkm7CCVPXuuZCyUg3h6gUMrBmCgBsVpANsTOXOgJArajrFKKQB+H0MfiajVyxJq9GbfHs9havq3yuafUCmkxoY1E6CNx1UHgphDWag8Sy0lEr0L4D9t+G7tQ35bz1+etr3O/X3h0Jg/+9gV223sEc2evQ/XrmC64hiaPc6rA1RVyi8K0dCTwR33EUxkcQ6D5pV2EP2KQSJtMqClj3to6Jg4vY+6GOoaW5rOquYVY0E9SWKRMiyuO3J+bXn8XAVx08F7c/t5MYn4fR48fyaPz51MZi/E/JxzP8c89mbWLaE0neGjBbAqDIV793g+5+P1XeH/zekqCYV485gc8tXoBdy2YgSYUHj3kZIoCIX7wzpM0puIMi+bz2AGn0mWm+NEHj9OUilMdKeCRfU4novu4Zv4L/KdOjrg8cdBkrhp3BI2pTi6Z+ziruqSS9ejyyVw86khCmo9/bvqQP65+hbRjEtb8XDDiWA4rmYyLyxsNn/Lw2pdoN+XNtb0KxvOzYcdS4s8nbiV4qe4tXq5727PtgeHhwZxSdRQTYqMAWBlfxX+2vM68tvlZD/aqYCXfKTmU6XnT0BSNbivO7NaZfNj8DnWpXo/MYl8ZexTsz5S8PYnpubiuS31qAwvaZ7CgfQbtZq9ljE8JUhOZyKjoFEZEdiOkRXBcm7rkclZ2fczqrlm0ZPr7bxpKgKrgeIaEd2NIaBJ5RjlCCJJWO3XJBdQlFlCXXEBLei1bl1+NUuQfRZF/JMX+kRT5RxHQYthOmrbMGlrTK2hNraA1vYK2zGocd9vjlUAlalSRYwwlZgwhxxhKjm8IEb0SF4eEWUtXZh1x05u8x7a746HjApWAVkJQryCoVRLSKwhopQS0EgJaKZoIkLEbSFkbSVmbSWfnW8jYW8jYTeyqbYMifOhqYRYS60oBupqLruSiq7moIowiFKmeJePB4xZspw3bbsNyWrGcVmxPBfzfwePtfwuKCMlJ8aOIoKf6DXhzn2ch4fn8ih70Cj2qXxcbXE/1iw1YuK4JWOCauG4Gl4xUAHuPXdfyFMFy2fZvRv7/U90Zg8Hlqwj5/rsQ6q8MBv92F2Hwb765MDiRSHDJJZfwr3/9i0wmw8EHH8y9995LQUEBAKlUClVV0XX9c7U7AIO/KAxu/w2kngEgbVs82lXGnK4hbErm0JH2k0j7GBMbzDUTjuSsjx8kZZucPfxgIobOfateRBcqf5x6Pm81fMK/Nr+PT9G5feL5LO1cwWMb/omCwtWjf4Hjprln1f04OHyn5FCOLzuG+1ffzPrEGnL0PC6uuY4N3ct4ZuM9uDhMzTuI48p+xhsNDzKv7RUECseUX0J1ZCqvbrqSuuQCVGHwnbIbKA2M5u26i2lKLUJXghxYdgd5vuHMbvgVTckPEaiMK7iaysjRrGq+gsbuFwCoiP2cwTm/oj3xDza3XoqLScCYwKCCh3HsehpbzsK26xAiSEHu3QQDh5DsuIpMQn5feuBYgrHfgzkbt/3X8iJfRBCxm8GYjttxGaTfll+07yBE7CbILJDL3XZ5wR65BtfYB7p+07uuPgWit3gWETdJdYgIIyJX4GpjPJXwsmy7UiX8h16VsjYawudA92NgyhA81DHgmwrJZ+SQRxTQJ3pqlRSgQejHiNC5CCX0hX5TAzVQA/Xl17elM/1V7MfhL5/Ny5PfkjAYUEsGYPBAbb/mfbiKP1z1dxrbElnrCMdQ+/gJIy0kNIHrQeHt+gn3QGEN6cPZJ2Ruh1C4RynsLfu8UFjxLCMynt2DXwNddaXHMC4RXcPFzD6P6TqKYpJx5PphTSesKcStHmWwQ6k/h5TdjulKGwqfolPky6HDavAC58CvGJT48+i26rNqYYGgPFCJ4iboMHthQ1CJUugvI2XVkbB67R2CagGFvkocp5EusxcYq8JHoW8cPkUlkVnQT8GlqwUSDAuXVGYOVh+7CCEChH17EFDzce1NpNKf0BeUKkoBQd/e+NQChL0ZK/PhVkBUQ9Onohvj0YSKsJZBZg79Yasiw+P0STJ0za6HzCe9+Q69W+qtN9UDuB2QmSe9ibeGsCIg19Umy5FbbkZez5lzvVFdW1s3+DzwPFGqiEUY4dThmp5thbVqO+8BlDIPEI/B1UaDkuu9b7n3ecvAqd/2feDZU9SAPhKhjQRtFK42HEX575RS8O05f33e+jr3+5O3l3Ldzx9hyMhS1q5vxlUErq5JGKwruIrA8SkouoKlQCjmpyORRgRkgJyrCfLyQzR1JZhQXcq8DfXkhP20mSkcF3JyArR2JzlofDVvLF/NmLIiSvOjvL58NYeNqmZlWytrWlo5e4+p/GvlMuq6uvjBxImMKS3i0rdew1BUnj/p+1zw5iusaW/l2OGjuGGfgzj+pcdZ09HK+IISnjniFC7/6D+8uH4pMcPPP4/4IULA6W8/wZZkF4PCuTx+wGlkHJMffvA4W5KdDA7n8ee9vk9VKJeHV8/g7mVv4eIyMbeSO6eeTET38+CqN3li3QxcXEr8OVw7/kSm5A9jY6KJG5c8xbJOeQwbFxvMBSOOpSZaQdxK8Nj6//Di5hk4OBiKzokV+3NixQFE9CCdZpwXNr/Bq1ve9Y6xMCoyjO9WHs6E2CiEEGxJNfD6ljf5oHmGFwIKOXqM/Qv3Y+/CvSj0FeC6LhsSa/iw+R3mtH3khYHKY+yw8Eh2y53OxJxpRPUYjutQm1jB/PYZLO74OGsHJNdXGBSqYXR0CqMiUyj0l8vfoNnE+u55rI3PY333PJJ2/3C4iFZAZXAMFcExVARHU+gbhCJUUnYHdYlF1CUX0JBcQlN6+3A3qpdR7B9Job+GfN8wCnzDCGg52K5JR2ZdFg63plfQnlmD6Wzfl1YROlG9iqgxiKheSUSvJGpUENEr8Sm5pJ1G4pn1xM11dJu1JKxNdJubSFibcNzPUr0q+NUiDw73Tj61AL9WiKHkIHCxnXbSdj1pq560vYWM1UDGbsa0m8jYTdg7uqm2kxIY6GoOmhJF81S/Wp9JFSFUoSG8ADYZvmZ6cFVaLThuHNuRql/bjXuK3zi2043jdvFNCF7rLRepBu7ZJ28oFeA6YFs2luniOC5ZgtdX4dvTRp/nQrhyFe96ScHtVf5m1b5uVuW7sy3beQm6TZ3RFSsJGt8sGDzkhl2Dweuu+ebC4EsuuYQHHniA0047jUAgwJNPPsn+++/Pc88994XaHYDBXxQGN58OlgSG3bbJw52DmN81iLpkDp0pP4mM9Aw+Y9ie1MQKuX7R37P+wf/Y/D4zm5dSHijgT1PP49ZljzG7bTn5Roy7d/slT298kXebPiGkBrhl/KWs7V7Dn9f+DwDfqziRA4r24c4VN9CQrqPEX84vR1zDqq55PLPxXlwcpuUdwrFlZ/HalvtZ0P4aAoXjKi6nOjyV1+quY0P3xyhoHFx2FYNC03in7hIaknNQhY+9S26gIrQnC5quZ1NcDjsakfNzhuecTW3HnWzseBCAvMBB1BT+gXRmMRtafoLttKOrpQwqeARDLaap9RwvWA6ikfPIiVyGmXyCZMd1gIWijSSU+0cUJSxtI8y58osNngHhixHJp3C7bgdMUIpkiJw2DLfjkl546z8aItci0q978LcbRAgRuRJXnwadl3rDFgFjT4hch0i/ght/QLYrYhC5Sj7uuk12RFAgcDpog6QdhdsJqBD4HjhNvapjkQ9qaa9/sVKKiF4JvkMHrCMGaqC+QfVt6Ux/Ffvxo/dO5eERnw7A4IHapXIch9f+/il/uu1VEo6L49NxfGrWT7hHIdzPT9gbTt0XAmc9hXcUMqf0CZnbnqewB4WVHu/gz4DCmuLieFA45CmFe14L6koW+gZVBUOFtCMBb0hVCeqCpC0tJXQBRf4wHWYPeHXJ10P4VLsPXHAp8RfgkiButWeXlfqKMBSLdnNz9vuMqFEKfQXEzVrSTld23QJjMBEt6PlD9vo55hlDydFzSVprSVq97ehKlCL/OHQs4pm5WH0UU4ZaRK5vIoYCqcxczD52BgKDsG93AlolOM2k0jNw3V7gIYQfv7EPAWMoqpvETn+MY/dXvSlqFZqxN7pWiuq0y+uzrdZBRMDYXVo0oEsQm/lY+g73Kx8Yu4E+DdQicDrlteH2/ItRQR8tRQD6GBA+hLUG15wHmQXbWR/Pz3giQp+Aq40EFIS1ohcQ270hf/0/qgK0MQh9DOjjcNUKhF0P1nJca7mnIl7FdtXHofNQIhdsu3wX69ty/vq89XXu94ZVWzj7iDsIRfwYOUFamuNgaIiAjinAVRWMqEEybeH6FFxV4CgQzPHTmUzjGAKhCiwVdE3BHzLoSKQYMbiQ5XVNTBhWxtzaOvatGcKszZtIZEyuOmp/bnztXVzg14fsw23vfkDYZ3DLUYdy7ksyyPqJ732Xh+bP5p0N6xhfVMI1++3P9/71NI7rcvdBRzKxpIRjX3yctnSSI4fU8Id9j+DU159iXnMdQyK5/OPwH9BtZTj9nSfY1N1BRSjG4wecBsLlR+8/zqZEO1Hdzx3Tjmffkmreb1jJ5XP+QZeVosgf5Z5ppzAmp5x5reu4buHfqUtK79eTB+3BeTWHoQmVp2vf49F1b5JyTASCo8qm8dNh3yHHCLO+u577V/2DhR3Swzeo+jm+Yj+OL9+PiB6kLdPBPze/zutbPsD0bqBVBEo5svQA9iuchk81iFtx3ml8jzcb3qLd7D2ujY6OYt+CvZmcNwlDkd7vc9s+5pOW91nX3XvTTCAYHhnNpNzdmZAzlbAWwXEdNiVXs6xzNss6Z7Ml1T+YssAoZWR0MsPD4xkcGoVPDeC6Dg2ptazrnse6+Fw2JZdkb/r1lE8JUhYYRWVwNBXBMZQFRqArfmwnQ3N6LY2pZTSkltGYXE57nxuBfSuo5pPvG0qBfxj5vqHk+6rJMSpRUElYDbRn1tKeWUdH2ptn1vWzGtq6dCVIRJdgOKJXENbLCGklhPVSgmohlttFt7mxHyBOWvUkrS2krEZpp7ALpYkwPi0fv1qITy3Ap+ZjqLkYai4+NRdNBDwlrYnrpjDtFky7GdNpw3LaMe02TKdVzu1WqaL9EkqgoyohVBFAEQEUxe899qPgR1EMFKH22kj0gGWAbIicp/zFU/26tve9WFLd66mAXUxvLj2B3ezrJq4rH8uwve3beXyTy3GlBlqSQ7FdOGy5CmPLvoEw+Prf7RoMvvbKz/3ZDzzwAL///e+pr69nzJgx3HXXXeyzzz47XD+dTnPDDTfw+OOPs2XLFioqKrjqqqs488wzd/o5w4YN46abbuKUU04BYNasWey1115ZRfB/WwMw+IvC4MaDwJEH81YrzcMdI1gcr2RzIkY87SORMegZRHDPtO/zfuNiXt48lwJfhAen/YRfL3iIhlQ7exaM5srRJ/Gr+fdSm9jC8HAlN48/h5uX38+KrnWU+Yv43bhLmNkyk6dqpbL2x4N/yPicMdy54jrazTaGhIbzi+rLWdo5i2c33oeLw/S8Qzim7Cz+XX8PizreREHlyPKLGRXdh7fqb2Z119sIFPYrvpgR0YN4v/4qNidmAoIphb9kZOwkVrTdz6r2hwCojBzP+IKrae5+hZXNV+KSIajXMKboTwhhsaHpDNLWahQRpDL/XiL+g2jr+B2d8T8C4PftS2HeH3GtlXS3nYPrNIMIEoz9Dj1wDG7XHyDxsPxy9d0QOXeB04bbfrHXsRAQ+gmEzkMkHsGN3wPYoJQhYr8DtRK343IwP5Vt+A6EyPWI9Mu4XXcBaakoDv8KV58CnVf2Jmf7DpRhct3/Ayl5EYZSCuFfQuZdGSgHoJRA4DgvYM7ziNJqwGnvTdg2dkdErkToI7/Q72ugBmqgvpz6tnSmv4r9uOLTI7ixYpUHgwVqyYovpd2B+nZXOmXy+D1v8PcnPsTS1f5+wrrnJ2xIL+EetTCa6FUGby9kTtkBFO55XewMCnvwdysorKvgeFBYUxwMTWC79jZQWFVcoobmDV120RWI6BpJW4bNGYog3+eny5KgVOBS7A+Rcbo91ZpLQNEo8kVoNxu9cCGXiBYk1wjTmqnLBg4FVT8l/gLi5mbSTq9aqsxfhU9xaEuvya6rCp0yfzUqGVrTy7KekAKFksAYgqqPeGYJabvXEsKvFFEYGI1Gms7ULGy3K/uaBMNT8CmClDmXTJ9gOlAIGVMJGjWoboJUega2vZm+Zei7EfRNRRcGrrkEK/MJ/e0dfGi+6Wj6ZHTFhzBXQOYj70Z7n1IrQN8D9JFIv+H50pLLae6/ngiAPtlTDlfIdsx5Uom8DUgG1KFgTJaKZLUU7IZeGwprBduqwDRp9WBMkIBYHQ5uHGEtxjUXg7lEBghvr/oB4jG4Wg3Cad8KEC9HRK9D+A/dfhu7UN+W89fnra9zv1OJDMdPuBqA4VOGsGLxJvDpuLqKoym4mkJ+WYzGli5CeQEZLqcLFJ9CBhcjpJM0LYpLotS3djFldCWzVm1kfHUp82vrKc2LsKmrC01VOHmv8Tz28XxGlxVRWRjj30tXcUjNMDbEO1je2MzZe0yl1Uzy9MJFVMViPHziCRz77BN0ZdJcusfeJByTe+d8jE/VePrYk8k4Fqf95xlMx+GCiXvww9GTOO7Vv7G5u5MROQU8fsgpWI7N6e88yYZ4G6XBKI8dcCohTef8j//OvNZNCODisQfysxF7sqG7hQtmPcW6eDOGonHthKM5pnIiCSvN3cv/zfMbpQiqKlTA9eO/x9icShpT7Ty4+lXebJDim7Dm54whh3JCxZ6oQmFm80Ie2/Af1ndLRX2oBwpX7EdYC9KSbuNfm9/g7caPsvYRYS3EIcV7cXjJfuT7crEci09bZ/N+8wyWdi7L/u2CaoDp+dPZt2BvhoQGI4SgNd3EvPZZzG37mNpE740pBYURkTFMyt2dMbGJRPUcAFozjSzvnMOyzk9Z2720H+RVUKgIVjMsPI5h4bEMCo5AV3yYTorNyeVsSixlU2Ipm5PL+gXRyfeqFPmHUhqopsQ/nBJ/NYX+QahCJ2V30ZRaQUNqGc2pVTSn19BpbueYhlT+5uiV5BqV5PiqyNEryTHkc10J0G1toT2zjs5MLV3mRjozG+kyN3lhdTtHPX41LwuHQ1oJIb2YoFZIQC3Er+agIMg4zSStBpLWliwoTtstpO0mUnbzLqiLty6BrkQx1Bx0JYKuRNGVCJoSkXMRRlMDKAhEFsjaHmzN4LhJHDeJ7XRiOZ1YnurXdrrl5Hbj9PHc/+ZV/7/J9uRj28etX/ZWbF+4tu0n75rAzXYF0yqWENS/YTD4ul2Ewdd9Phj8zDPP8IMf/IAHHniAvfbaiz/96U/85S9/YenSpVRVVW33PcceeywNDQ3ceOONVFdX09jYiGVZ7Lnnnjv9LMMwWLduHeXl5dllgUCAlStXUllZuUvbu70agMFfFAZvmQLIjkGdmeKRjrEs7iqnIRmhM+UjouZxePlYHl/7MRHdz2N7n8kV859iXbyR6fnVnFNzEBfOfZCMY3FS1b58t2JPLph3Bx1mN3sXTOAX1cdzxaLbac60UhMZwjWjL+Clupd5uf5VBIJfVJ9NRaCEO1deT9JOUB0eydnDLvGA8L24uEzPO5Rjys7k1fq7WNwhrRQOKTmHSblH8H7DnSzteAWAvQrPZVzu8cxq/AOrOmX43MicU5hccD61Xc+zqPkmwKEosDeTi28nkVnB0sZzMJ1mNCWX0UV/JGwMp7b5bOLpDwAZLFcc/RWJ5Ms0t12E6yZR1QqK8h9GV4tItF0ghx8CRuAkArEbITPTs4LoApGDiN0Kvt1xO2+G5NPyi9fGInL+IEFxxyWevzAQPB1CFyFSz+J23YFU/uYiYjeAViPD5czZcl19MkRvQKTfxI3f560bQoQvxFUHQ9cNvb7AvsPAdwB039fHK3h30IdD4lmksbwmFS/mEmTHSIHAyYjIhQjlv0+RHqiBGqgvXt+WzvRXsR93L9iX84rqPRisopYs++w3DdRAedXW3MW91/2TGe+twPUbnkpYxfEpuLr0Es6qhXtC5tTthMwp3nNlKzDcN1xO6Q+Fe20kPhsK91UKq4qLXxPSEkI4hDQFCwmFFeGS49NJOqns8zzDT7ctoa2CQ5E/RNLpwnZlezm6H7/qZi0kBC5l/lwst4tk9n2C8mARabud7uxQY5cyfwl+xaUlsz77nQbUEGX+ctJ2E1194EBIzaPIX4lpN9CR6YW4uhKgNDAWQzi0p+dh9VESh7RK8n0jUemmM/Vxv9R4Qy0izz8dn6KTNheQMpf0+9sGtPGE/ZPQgExmDhlzfr/XVbWCoO8AfFoJitOAmX4fd6sQNaka3g9dH4bqxiHz6XZC5gRoY+ToLW0wuHHpN5z5RFqI9S0RAn0SwpiOqw6V14rmfHltZ61im1IKQJ+MMCbj6qPAtRDmIlxzgQyb2xo+gxc0Nx5hTAB9PK46BGHXgbXEUxAv6RUDbPN5paCPRuhjpe2YPlYGDgtl++vvQn1bzl+ft77u/f7+7jfQ3hJn0oGjmP3haoRfx1YUXF3F1RWKynOob+6koDRKQ2scLaiRtm0cXeALyRC5SWMq+XTVJkYPLmbx5gb8hoatQ9q0qCzNZX1zG788fC8e/GAWiYzJ1UcdwG9fewcXuPywffnd2+8T0DVeOusHnPbcc9R3dfGj3XZjdGkhl7wp7SL+ddKp/OHTmby5YQ0FgSAvnHg6M+s3cMkHUrRy9/5HMa6gmFNff4qGZJyh0TyeOOQUFEXwg3eeZE1nC0X+MI8dcCpV4RxumP8fnl0vIe7hFaO5efLR2K7DFXP/wXsNcqTQd8rGcuW4I8j1hfiwaSU3LnqepnQnCoIzhu3HT6oPRFc0Frav4+6VL7CqS95EGhQs4vwRxzAtvwbHdZjZvJDHN7y2QyjcbSV5u/FDXq1/l8a0vMGloLBH/m4cVXYgIyJDAGhKNzOjeSYzmmbSnOm9EVYRKGefgr2Ylj+NPCMXgOZ0I/PaPmFe28dsTK7v9zevDAxmdGwio6MTGByqRhEKKTvBqq4FrOiax9ruxbRm+nuja0KnKljDsPBYhoXHUB4Yiq74cFybxtR6NiWXsimxhE2JJX185HtLQaPIP5gSfzXF/mGUBIZT5BuMphiYTpKW9Fpa0mtoTq/xHq/doT0ESCVxjiHhcMwoJ6qXENFLiOqlaMJHt1XnwWEJiONmPd1WA93mlp0qivuWT4kR0AoIaAUEVTn3qTn41Rx8Sg6a4pOhbK6J5XaQslpI281knHYydhsZu52M00bGbsN0Oj/7A3epBJoIoikhVCWAKnwowocq/KjC5ymCNRQUz4dYoRd/ynO3nHtev9hZ319509XGdW1PzWv3Ufv2LHO85463rMcn2Pa8ruVnuK4j13EdcF2E8vnQm+t6UxbIiqxFhAu4bq9zcU+cW/a99IHKW4fD0R/69kbB9Xyu2PFrWbfk/s9tV3DY4Hn4VO1z7WNPfVUweOi1uwaD117/+WDw9OnTmTRpEn/84x+zy0aNGsVxxx3HzTffvM36//nPfzjllFNYu3YteXmfjw2pqsqWLVsoLCzMLotEIixcuJAhQ4Z8rrb61gAM/sIweAw9F7SrMikeb5/I0q5SmlJh4ik/w0KV3DH1ZC6f+3cWtm1ibE451088irM+/hMp2+Sc4YcwKJLL9YufAOBXNScwLFLMZQvux3JtTq06lAOKJvKbJXcQtxJMiI3k8pFn83jtU7zX9D6a0Lh4xIWENIP7V91CykkyNDSCc6ovZWnnLJ7beB8uLrvnH8YxpWfyZuOfmdMqbR/2LjyNvfK/z8fNDzG/TaqNp+T/iCl5P2RZ+xPMbbkfgMrQfuxdcj3NyY+Y03gZjpsiZoxiasndKDgsaTyb7sxSBDrV+b+lOHws9e030BL/KwBh3z5U5t+H4zTR2PxjLHs9Aj/5ubcRCp5AOn4Pqa47ARdFGyFtI4Rf2kb02C8ETkVEL4P0B7gdV8uhfyKAiPwG1/cdGS6X9NIT1UESIIswbsevZfgHgP9ICF+JyLyO2/V7ZNK0DxG5ENfYCzqv77Wp0MZA9CpIvwPdDwM2iDCELwSnDbr/ggS+OgRO8Lzw3pfvFQWglctOBkgf5PD5EDwNIT6fqfdADdRAfTn1belMfxX78cyySXwvtwcQBVBKFux0/YEaqO3V+pVbuO2yZ1i9pgnHr0s/4b4hc546eJuQOQ8C9yiF6TvvUQF7APgLQ2Fc1J51tobCyHA5gYWDixAOMUMn7amLhBcul7IT8nVccg0fijCzamKfolDkC9NutnidQZccPUhM02kze4CCS54RI6r7aU5vziqAA2qAcn8R3VZ9nzR7lyKjnJgepj2zmkwfFXGhbygxPUZXZk0/f+GAWkCJvwZFxGlLzeunjopoQ8n3j0Bxu+hIfdQPDOtKAXmBPQioQTLmMhKZT+nbVTS0IUR8e2MoYWxrBanUB7j0ti1EkICxL37feDQcnMxsTzXcF/oaaMZ0NN8e6Eouwt4AmQ+3A3F9YEyRN921CmnPlZklQfLWCuMsHJ4m/X3dBFgLpXLYXMQ2tg09vsP6JNB3A7VEBr71wOHsDf2tSh0kAbE+AfQJuGo5wloF1lJPQbx0O37I3keGL0CEz9vua7tSX+X5q62tjQsuuIAXX5R9g2OOOYZ7772XnJycHb7HdV2uv/56HnroIdra2pg+fTr3338/Y8aMya6z//7789577/V738knn8zTTz+9y9v2dZ+3f3nivaxYuJE9Dh/Ph+8sw58TIpE2cXQV11AJR/10pDMEIz7iGZNIXpC2riSOr2fEg2D0kGIWbW5ECCgqilDf2sX44aXM31DPxGFlzKmtY1BBDgeOr+Z/ZsxmVGkRQ0pyeXnxCg4YPoTGVIJFWxo4ZbdxHDqymjP+8TwCePKk7/HgvE+zdhGPHnciJ7/wDMtbmhiVX8jfj/8+98z7kAcXzcKnqjx1+CkUBIOc+vpTbO7upDIc48lDv09A0/jBO0+xsqOJPF+Qxw84lZqcIp5eO4ffzv8PputQEy3i/j1OoiIU408r3+NPK9/Hdh3yjBDXTDiag0pH0Wkm+f3Sl/hP3XwAqiMlXDzqSKbmD8N2HV6t+5SH1vybDlMes/YqGM0vhh9NRbAAx3WY0byQx9f/hw0JGU4XUv2cULE/x5bvS0QPYrsOs1sX8kr9Oyzp7D0+DA8P5tDifdg9fyJBLYDjOizrXM4HzTOY3TrXG+khqzo8jMm5k5iaN5lCnwQoTaktzG3/hAXtn7Ix0f//a1ANMzI6jjHRCYyKjieixwBozTSwJr6YtfElrIkvptPqH16poFIWGExlcDhVwRFUBoeTb5QA0Gk2UpdayZbkarakVrEltYaU3cXWJVDIMUoo8FVR6BtEvq+KQl8VeUYFmtDpMhtoy2ygLVNLe2Yj7ZmNtGVqSdpt27TVtwwllAXDPZA4rBUR0goIqvloikbCaqTb2kK3uYW4tYWEuYWE3UzSkpPzOUPNNBHAp8bwqTkYSgRDjWAoYW8eQRdBVKFKD9sshDVx3AyOm8Z2ElhOHNPpxHS6MJ0ubDeJ5XRjOQlsd8dg/P+f2lX89vVYTkrYLD9PXrn0Pu6Bz/1fF/2fe9YRjgsnDJlJ4BumDB76m9+hfgYMtlMp1v72SjZu3Njvs30+Hz6fb5v1M5kMwWCQ5557juOPPz67/MILL2T+/PnbnP8Azj33XFauXMmUKVN47LHHCIVCHHPMMfz2t78lEAjsdPsUReHwww/vty0vvfQSBx54IKFQb17V888/v9N2tq4BGPyFYXANPf895qcyPN0+iRVdJTQlQyQyPlIZnSHhIu7d47v8aMb/0GkmOW3IdMbmlmT9gx+YdhaLO9fyP2tfQxUKt004i3azndtXSLh52cjTqQjmc/2Se0g5aabnTeSiET/mwTV/ZnbbHPyKj8tHXooQNg+svoWknWBIaHgWCP994/19gPBZfNjyNB80PQ7A5NyjObj4Z8xte5JZzdKeYXzuiexVeC7r42/xYcMNOK5JgX8MB5TeTtKq5ZMt52M67fjUfKYU30HMqGFl86U0J/4DQHn0TIbkXkZH4iU2tV2C6ybR1TKq8v+ETx9Kc+svSKak524k9CNyc67Dzswl0XY+rtMIwk8gdhNG4FjPNuIR+WWrQ6QaWCnA7bi0j2fw4Yjo9WAulspfZwugQOgsCJ0D3X+C7j8DjlQaR6/E1SdD5zWQmSnb0MdB5CaENV96FLudso3g6eA7AuK/k2nUIEFx6GeQ+iek35XLlBIIHA3JV8HxhlSq1YDd2zlQhyCiVyB8+3+h39xADdRAff4agME7rrdXjWH/iNeBEvkoxR99Ke0O1P/NmvPBSu6+9nm2tHb3CZlTsA0PDPcNmdO8kDlNSPjbA4UVdgyFt+cp/F9AYUV1URToCZcL6ornWeniU/uHy4UNFVeYWSVwVNcRwurjM6wSM3S6+iiDS/1RMk6clCOBqS4E5YFc4lZLNuRIEwrlgWJSTnt/b2F/KWFVozm9NtsRV4VGZWAoGhma0yuyEFkRGmX+kQQUldb0EjJOL2iI6VUU+ofgOm20pebg9AGjMX0k+f5qhNtJR+pDrD5qLU3JJT+wNwEthmWuojv9UT//Rk0pJOw/gIBWimtvJpV6B9vpr54z9AkEfPviU/PBXo+Zfncb1bBQStD9+6Ppu6GBZ//wEWzVFiIHjOnSc1gtAatW2oFtFw4HPTg8FVefACgIcwGuOUcG0229PgK04d57dsPVxkubCHMBrrlQAuXtQl5dWlzo4xH6OKkgFkUIe4W8HjWXeAritYicuxD+w7fTxq7VV3n+Ovzww9m0aRMPPSTt4H72s58xePBgXvI8a7dXt956KzfddBOPPPIII0aM4MYbb+T9999nxYoVRCIRQMLgESNGcMMNN2TfFwgEiMViu7xtX/d5++ZfPsH7ryxgzyPGM/PtZYQLItIOQlNxfars7QVUbNfFNRQ0v1QG9/MNFlA9rJjltY1MH1vFRytqpUq4roFY0IejC9oTKa4+7gBuf3MGiYzJb44+kN++9g6O63L9UQfxm9dkH+nR75/IiyuX8+yixQzKyeHhE47nmD52EcfUjOLYfzxOczLBwYOH8cdDj+Hct1/g9drVFPiDvHDMDxACTn3jKTZ0tVMWjPLEoacQ8/k5492nWNLWQI4R4L69jmeP4sHMbq7lgo//TnO6mxwjwJ3TTmCv4qEsad/MVfP+yZquJgCOqhjP5WOPIGYEeKt+ETcveYEOUwK6/YpGccHIw6kKFdBlJnlk3Rs8v2kmtuugCoWDiydy+uCDGBQq2i4U9ikGBxVP5uiyfRgaLgNgXfdGXq1/l/ebPsXy7BsMRWd63kT2K5zG+JyRqEKl20rwSessZjZ/yOr4mn5/20HBKqbkTWZK7iTKArLdTrODZZ0LWdo5n+Wdi0jYvTfbBILK4BCGh0cxLFzD0HANIS2M67o0p+tY072YNfHFrOte1ufY3VtBNeLB4eFUBKsp9Q8mouUA0GE2siW1iobUGuo9SLx1MF1vCXL0Egp9g8jzlZNrlJKjl5JrlBLVCzGdJO2ZWto8QNxp1tNl1tNpbvlMUCxbVwiouYT0AkJaPiGtgJBWSFDNIaDm4FNjaMILV7W7STktJDxInLLbSXtTz+PPC453tFW6EkATITlXpNJXTgZKVvErEEJByWpcXQmYccF1gB6fX8dT7Tqeatf2VL02zjYK4B4Vr7c+bnbdntfkgUC+Yts2ZsbCsiwcx7v+EFKPi7dVnhxXqnTF9jGwm1Xt9nwFrhcA1z/gra/yd2tVbu8y0bOJWyl4d6zs7acmdrPfZnbdrUFwT9tZMOxKd2UXwZnDXiOgbwtPd6W+Mhh89S7C4Buv3Gb5tddey3XXXbfN8rq6OsrLy5k5c2Y/i4ff/e53/O1vf2PFim0t977zne/w7rvvcvDBB3PNNdfQ3NzMueeey4EHHsjDDz+80+378Y9/vNPXe+qvf/3rLq3XUwMw+AvD4BGAvEs+M+nwfPsUVsYLaUuG6E77SJkaIDi6cixHV43i/FlPAfCHKSfxUfOyrH/w43uex4NrXua1LXMJa34emHwebzXO4tmNb6ELjdsm/ALLTXPTsgewXIsDCnfnp0NP5q5V97K0cxkRLcyVoy7HcpLct/pmknaCwaFqzq2+jKUds/j7JgmE98g/nKPLfsy8tld4fcuDgMvo6P4cVX4xS9pfYEbjfQAMDe/DQaVX0ppezrt1l5JxOonoFRxYdgeaUJjVcCFdmVUINMYVXEVV5HhqO+6jtv0eAHID+zGy8C4sazMbWn5GxlqLQKc09wZyg6fS0XUHHV13AKDroynM+yOakkui/UIsz2JCD3yXYOxGMOdL2winEdAQ4Qtwg2d6nsF3AZYMl4veAMYU3M6bJKgF0IbL0DlcCYp7VMLGPhC9HpH5GLfrZjnMEF0C5MBJEL+zj29wkQyYc5ohfpe3LlIRrO8O3ff0sY6YBvooSD7nKY8BbQLYtb1DHY19JBTWqr/Qb2+gBmqgdr0GYPCOa/66EYzvuSGtDkEpfO1LaXeg/u+W67q898oCHvjdS7QnTU8lrGVD5qQ6uA8U9pTCjiqgT7hc1l+4Bw5/YSgsLSNUlaw6WFHkc2c7UFhT+ofLBTSBTxPZcDm/IgjrGt1euJwmoNgfptNqzyqDY7qfiKbSbvZ0zF2KfTH8ikub2ZRdlm/kEtX9NKU3ZkGvoRhUBcoxnVbazfrs9xtV8ygJlJG2Gmg3e4OP/EqEskANgiTNyQX94G++r4Z8oxzbaaA1NRe3T4BNjjGGPN9whNvhgeFeiKApUXL9+xLSi3DsjcRT7+H0CZhTRJCQbz/CxigUN0kqPWNbOwmliIDvQPzGGFTS2JmPsdIfIS22smuh6ruh+/ZB04ejOC3SJiLzMWydQq+USjBsTAe1SIbGZZXD7Vv9Gn1gTJSew/pkUKMIcwluZq4cDWbXsk0pBTK3wpgE+kRctRJhrQBzoVQQZxawjX0FyBFk+ljQxyH08RIQE0EoGkLsvCO6s/qqzl/Lli1j9OjRfPzxx0yfPh2Ajz/+mD322IPly5dTU1OzzXtc16WsrIxf/vKXXHbZZYAMxCkuLubWW2/l5z//OSBh8MSJE7nrrrv+6+37us/bf7393zz7p3eYdtBoPpm5ilBeiK5EBlfXUIM6pu1QVJVLXUMHWkgnY9s4msAXlhYReYVhmjq62W9qNW8vWMOw8nxWNbagKBDNCdIaT3DUtFG8MG8ZgwpyOGh8NX+ZMZtRJYVUlxXwwqJl7D98CCW5EZ6ct5CKWJSnfnASJz75FFvicc6cPIma4oKsXcQLJ59G0rY4+YWnydg2P5swhQun7sl3X36Spa2N1OQW8PejTiNpZTj1jadZ09FCYSDEk4d8n6JgiDPfe4b5LXWoQnD5xIP48YipNCS7OO/j51jYVoeC4JJxB3Hm8N3JOBYPrHiXR1bPxMGl0BfhuonHsG/xCNozCf6y+i3+XvsJtuugCZWTB+/BWcMOIKIHWB9v4P7VL/NJi+yDCQT7F43nh0MOYli4FMd1+KBpAU/Vvs667t7j3NjYUI4p24e9CsajKSodmS7eapzJu02fsDnZOxoiR4+yb+FU9iuczuBQBQCtmTbmts1jdusclnetwO2Dvcr8pUzOm8T42DiGhoagKRq2a7OhezVLOxewpGMBm7aykwAo9VdQHR7JsPBIqsMjiRm5uK5Lu9lMbWIlGxOrqE2spC65Dss1t3l/SI1SGhhEiV9OpYFBFPmk8rfbbqM5Xdtn2kBTuna7KuKeUlCJGcUeHC7xAHEREa2AqF6Iofjptpo9OFxPl9lAp1lPt9VMt9VMwmrxYOiulYJGQMvBr8Y8UBzGp0TwqWGp/BUhNMWQ0NJ1cL3QNMfNYLspLCdBxukiY3eRceLysRPHcpJy2kXLioHqq+SF7UPeXtjbF972W0Z/0OtkIbDSB/L2X8/xljkIbFfguAIHRT5GwXEFl9c8QcTXq1T9PPWVweCrdhEG37TryuAeGPzhhx+yxx57ZJffdNNNPPbYYyxfvnyb9xx66KF88MEHbNmyJXtj9Pnnn+e73/0u3d3dn6kO/ipqAAZ/wR+avWWEvB/luryeUHmxbTJr4wW0JQMkMgaWZSAE2K7L9bsdQX2qhb+unklY8/G3vc7k6oVPsy7eyPicKu6a8iOuWPBXFnaso9Sfxx+n/IJ7Vz3Hhy2LyNHD3L3bRWxIbOT2FX/BweGo0gM5ufJIbltxO+u615Nn5HHlqMtI2V3ct+oWEnacQcFhEgh3fsI/Nv0RF5fdcvblu5XnsrxzBi9v/gMONkPDUzih4krWxT/g7S2/x3FNCv01HFF+E5bTxdubLyZu1WEoUQ4o+z15vuHMb7qa+u43ARgcPYUx+ZfQkniDlc2X4rgpAtoQRhXdh18rY1PrxXQmpZdVTvC7lOfeTDrzMU2tF+A4zQgRIC/nRkKBk8l030+q6w+Ag6JVE8q9H0Utxe24BtIepNCnSMjrtuK2X9qbWu0/FhG9GjKf4nb+BpwWJEA+Bzd4FiLxqOcPnPGC5C7G9R0i/YHT8k48agUi8hsQBm7ndb2+cL4DIHw+JJ6E5N/lMhGW6mM34amPM4AmA+bcFKReQR5afTLx2lyETCJVIfBdRPh8hFr0hX6DAzVQA/XZNQCDd1xr1g9niN9TBWjTUAoe/1LaHaiBsm2HV5/6mP+563USjuPZR6h9VMICWwPXENiq5yvcVym8HSjc4ydM1lf480Fhofaqd1TPcgKkj5/uhcsJAQFNYCOhsCpcIoZKyoPAmuIS8+kkvHA5VeCFy0nbBYFLgS+AS6afMrg0EKXTbM2q2wKKRmkgh45MI6YrlbeaUKkIlJJx2+kwe/wmXQqMQvKNCG2Z9f1C50p8g8gxIrSnV/dTgsX0Mop9VVhOK82pRVnALFAo8o8j1ygkbW2kLT2fvt3KHGMc+b4RKPw/9s46Pm7zcOPfV3A69pnZTpzEYWYuwwopMzN3hRW3FdaVt7YrM/PKzGnDzByHHDP7GCT9/tD5bCfp1nbt9tvqp5/r6XQ6xfLJutNXz/s8flrDs4gbnZmXknDgs0/Ba+uNMBvxR74modd2ecclnNpY3LaJ2CSNeHw54ci3mN1groJdG4ddm44mZ2AmKkhEv8XYJSpCiDQUbTKKbQqqnIPQKzCjc6x84F2jH+TeYJsItnEgZyLiGzFjiyz3cJef35JqjQazjUHYxmDKvRCJjZixZRYcjq/eff2ooA4GdUTSPTwCQQLiK5IZwqusMuI9wQwpG+G+BOE8cffnfqB+qc+vZ555hiuvvJLW1tZu830+H/fdd98enUhbtmyhT58+LF26lJEjR6bmz5gxA5/Px/PPPw9YMHjNmjWYpklubi4HH3wwN910U8o5vCdFo1Gi0c4LBO3t7RQXF//bPrc/fm0+D/7hbYaOL2PlikoUh0rMANOmgCphSIJe5TlUbG8kM99LfXMA0yahCxNTFWRne6htC9CvOJtNDU3ohklZSSaba5oYM7CYhRWV7D20D4t3VO3uDj50b277fCa6afL8qUdz3SdfUNXWzimjhrNXeW/OevsdBPDq8cfx2LJFfL1tC0VeL+8cezJzq3Zw2ZcfAnDXXgcytbiUw99/kYZwkGFZebxw4LHopsEpX7zG+tYGMjQHL+1/AmXeDG5c/AnvbrMi+Q4rGcQd4w5BEoKbln3M29utyKhDigZzy8jf4LXZWdFcye+Xv8u2gJW1fUTxSK4ZchAe1c7WQD33r/+YuQ1WzrBPdXJB+f7MKBqDIsmsa6/kxa1fMbuxM5t8avZgTuu1H/29RZimyeq2LbxXPYs5DSsxksesDJuXQ/IncXD+RDK1NEzTpCKwnZkNC5jduBh/ovP4UuosZK/s8UzIHEmOPRMAf9zP0tblLGlewur2tehmJwC1S3YGegcw2DuIwWmDyLfnIYSgLd7CxvY1VAQ3sNm/nrro7sVuWVouZa5ySpxllDh7U+gswSZpJIw4NZHtSUC8karwVhqjNaljcFdJSGRpBeTZS8jS8snU8sm2FZCl5eOQ3YT0VhqjO2iI7qAlVkVLrIbWWC2t8Vr0PQDnrhJIeJRMPGoWXjULj5KFR83GraTjVNJwSl4kIdDNCGG9hUASEgcTjYQTlts3rLcRTrQQ/xlArSRUVOFAlRyokj1570AWNmShWo5fIScdv9ZFA2s7TBDJzF3MLq7dLk7flHNXT4JoHcPscAAbSehtYJpJp2/S2Ws9byZf2+EqBt0wiEXiRKNxEgnd+oSUSH53SP2CO++73IQwU/epm2QmezmSMjvudnfodgVz3+fs3TU+wuyyvq4xDrvC3K7zTUjCXMvR2wF2U+DXFBimZNX3mQLdECRMGR0ZTAVFcuBRMilylNLPW85A70BytByk/0f5+B3r63PDD4PBFbf/8MzgnxITcfrppzNnzhw2b96cmtdxUXbjxo3069fvR2zdz6MeGPwzwuB3Ag4+aRnJtmAGLSEHkbiNEem92SevH3ev/gpVknl52mnct+4zljbvYIA3jz+PmsEFC57Cn4iwX95QfjfoUC5e8jBV4SaGpJVy+7AzuGHVo1QEqsi3Z3LviEtZ3baeBze/AMDxxYdyUN5Ubl93JzWRWjJsGVw74GoSRoSHNt1OUA9Q7OzNxX2vY71/MW9VPoKBQblnBCeXXMXO0Gre3nk7CTNKkWMQx5bcTHN0C59W/4GI3o5byeGQojtwyml8U/07mqJrkYSNybl/oNS9H5tan2RDi+UmzrSPZXTuPcQS1aytv4CYXosk7PTNuIUc91E0+h+ntu0OQMeuDqQk8wlkyUVj86VEolbertMxg6z0uzHiawm2XIJp1AEqds/V2FznISLvY/r/ZLlEhBvhvQlTOwCCDyazfY2kS/hPYBuO2XYzRK34CpT+CO9tIHms3OFUkdxI8N6G0Lditt+WjJkAtAPAczWE302C3riVU+w6H9M2Ftrv6Mw0VvqB83yIfgxRq6QPkWa5h+MrIb4kOS8zOcQx+UVIOMB5JsJ1DkJy/0v7Yo961KPvVw8M/n7V7igjx5Yse9COQEq/+2dZb4961KFYNMGbT87k1ae/JSpJGJqKqUkpp3BnlrAFgg3l54XCSMnpDvibPDnrmJYk03IOJ6GwTZFSERGaAgirEEYSJh5VIWpaGcGSMEnXNELJch+BSYZmJ25EUu5it6KQZrPRFu+IJzDJ1bxIIoY/0VkkV2jPQBZxWuONqXkZtnQybG4ao5UpWCwhUeosQZXi1EcqUoBBFgoljnI0yaAhspZEl3b3HK2cDFsW4UQVzdFOt4okVPIco0hTfUTi2/YAhoeRabfK59rCc4jqnUBEoJJmn0CaNgiFMMHobCLxtd3ed03pg9u+Dw4lHyNRSTj6DYlE9+HbslyE074vdnV4F9fwbMxd4hwkuQzFPg3VNh5ZaBYUjs1PZvzuAlmUAZZzWB2XdA6vteBwbCEYdd2XRSSXH2NFSyhDEUYtxJZixpdZ0RW7AWWS7uSRCHWk5R5W+iH0HRBflYyXWAmJjYCOSLsT4Thq93X8QP1Sn1+33347zz33HBs3buw2v7y8nDPPPJPrr79+t9fMnTuXyZMnU1VVRUFBQWr+eeedx/bt2/nsM8u08eSTT9K7d2/y8vJYvXo1119/PX379uWLL7743p/n5ptv5pZbbtlt/r/rc3vJrI38/qynKCrLobK6BVMSmKoCmoIhBKYqkVfoo6qxnYwcN41tIdwZTlqTucFCCCs/2DAZNqiIZZurmDC0lLnrt9O3MJONDU3YFJkz9xvLI1/NpzTLx37D+/HkrEUMyMtmQFE2b69Yy9Q+vThr8mhOf/UtAF466RjeXreWv69ZQ690Hy8dcwwnvvsm29taGZ1fwMtHHMsjyxbwwOJ5KJLEi4ceQ5rdzsmfvk5zJEz/9CxeOug4VEnmtK9eZ1VTLWk2Oy/sdzzDMvN4YdNibl/2FQnTYIAvh0enHE2xy8dLFYu5feVn6KZJjt3Dn0b9hr3zy4nocR5c9xUvbpmPiUmu3ctNww9naq4FMuY0bOCBdR+zNWiNfChz53DlwEMYn2U9v9lfzYvbvmJm/aqUY3d85gBO770vQ9J6AdAYbeXjmnl8XD2XlrjljpWFxJSs4RyUP4Hhvn7IQiJuJFjeupaZ9QtY3LIqdaENoJeziDEZQxmbMYwyVzGSkAglQqxoXcmy1uWsaV9HINGZmw6QYctgsHcgg9MGM9g7CK9qXbzwx9uoCGykIrCeisB6doa3d3MbgwUv8+yFFDt7U+LsTbGzN0XOUuvCmBGlLrKTmsg2aiM7qAlvpzayjZDe/d/vKqfsIUvLt262AjK1XHxqFj41G7fiJai3JuFwjXUfr6Et3oA/3kgg0bxH+LwnWVERXlxKGk7Zh1Px4ZDd2GU3dsm6VySbdd0Uw3L7EkU3YsSNEFEjQFT3EzWCxFLTAWJ6gLgR/lHu41+Ddo1hgO6wtxPg7iGiwdw9ssFMrVN03syuEQ6dcDcFfU2BjoRhSqnndNNy+OqmAmg4ZC+59jz6ufsyPG0ovTwl2KRftvvovwkGg1UgN3r0aB555JHUvEGDBjFjxow9Fsg98cQT/Pa3v6W+vh632+I+7733HkcddRSBQKDHGfzv0i8Fg19sS+er1iHsCKbTHnYQjqkM9hbzx5EH8diGWXxVs5Eip48nJh/PWXOfpSUW4rjSMRxcNIhLFz1HwtQ5o2w6hxaN5MLFDxFIhNkvdwQX9T2Eq1c8RE2kkWJnDvcOv4w5TYt4ZuubAJzV+1gmZY7grvV/oSZSg09N45oBV4OZ4KHNtxNI+Cly9OKSftdRGdrEy9v/QtyMUuzoyxm9b6AlVsmbO24hYgTI0XpzfMmf0M0wH+28ntZ4Jark5ID8P1LgHMbs2pvYGbTA7eD00xiReT71oe9YWn89uhnCoRQwNvcBnEo2GxquoiViRT7kuo+hT8ZNhGPLqWy6iITRgCS8FGX8Fa/jANr9j9DSfheQQJFLyM54FFUpJdT2OxIR64ujbBuL03cfEgKz7XfJNmrAfgjCexMktmK2XdeZ7WY/Ajw3IGKzMdtvTQ4dFFYOsOtyRPQjTP/dyeGHquUedpxiZQyHnsMqjXMi3JcmC+Zug/hCa91yEbivAaPdKq/rGJZoPxi0/SD4BCSSWTFSKdj3h8gnXfKEywAJ9OSVIZGOcF8MzhMQ4qeFrveoRz36fvXA4O9X284yPEoSBjsvQ/L+9KKjHvXoHykUiPD8/Z/x/puLSCiy5RS2SamiOV0RVtmcQrJkrjNX+JeCwkgmosMdLJsossDAQAgTm2pBYTCxySaKDLpp+WicqgQikXrstSkYIp5a3qUoOGSRjJAAWZjkOzz4E21JZ5qJU1bJ0dw0xxqSLjgTl6yRb/fRGq9LZQtLSJQ4CzAI0xTrBLJuxUORPY+w3kBrvHO+S06j2Nkb3WinIbIuBQUkZPIdg/GqHtqjm2iPb0+9RhYaBc4xeJU0QvGKPYDhwWTZhyIToz06j3C8K9QVeLXR+OxjsAlBJLYkmTPc6VyTpXQ89n1w2oYhmxGi0TmEo3PpHhWhYdcmWK5hpQASW0jEZqHHlkI3oKAg2zoiJUYhmRHr+1ls/h7K6CRQBoHWAYfzrJiI+GKILe4c/dVVci8LDqtjMNVRgIRILLPgcGxZ8vvdrqDF1sU9PMIyGkhpEF8HSi+E9OOaw7vqxx73vw+qdtWiRYv4/PPP95ht2K9fP84++2yuu+663V7XAYOrq6vJz89PzT/33HOprKzk008/3eO/t2TJEsaMGcOSJUsYNWrUHpf5TzuDq7Y1cM7+96A5VDSfi9bWENgUJIeNuG5gajKSLBFXQCgSugyuNDvtoShamkYoEqN/eR5rt9UxfUxfvl5ZQUGWlxq/n4RhUlLoY3tDK9ceOZ1Hvl6Qcgf/5as5BKMx/njYPtz2+UwShsGrZx7PO2vW8tqyVRT70njllOM46pWXqQsEOXv0aI4fNoSj/v4q7dEoM8oH8Nf9D+byrz7mg83r8Wl23j36ZOKmwUmfvEZ9KEhZWjovH3Q8LpuNM796k6UNVXhUjWf3PZYxOUUsrN/BJXPepikaIs1m576JM5ie34elTZVct/h9tgWs0rTDi4dw4/ADSdecLGnazh+WvUtlyHpuSk4/rhy0P/28uSQMnbcrF/LEpi9pi1vHwAlZ/Tizz16MTO+FEIJtwTpe2vY1X9Yuw0gea4al9ebwwvFMzxmGJqvEjQSzG1fwQdVs1rRvTb1X6aqHaTkj2Ct7FAO91vr88SBzm5Ywq3ExG9orUusEyLClMSZ9KGMyhjE0rT82ScUwDXaEKlnTtobV7WvY6N/cDSYD5Gq59HX3oa+nD33dfShyFCIJibAeYktgI9uCm9kR2kplaCv+xK555BYgzrXnk2cvJNdeSJ69kDx7ATn2AlSh0p5opia8nYZoFY3RahqiNTTFarqMCtmzJGTS1Ex8tiwLENuySVez8KoZuJU0nLIHgUlIb8WfaKQ93og/3og/0UAw0UYw0UJIb/sHWcU/TLJQUCUHNsmOKuzYOqaT7l9FqEjICAGSsLJ9LQOtletrJsMHTJLuXVPH2MXxa6TcvkbysdHpBO6Yn3L9Jt29Hc5fs3Oa5FQirhMJW65f3TB2c/Z2OoCT3w06nL1Sp+sX9uTW7Q5yd41v2PXSQVft0dnbDfB2gODu04ZJ0s0Lpil1e62RinOQ0A0JHYFuyuimjISGW/FSYC9iaFp/hqcPosiZ9y+5en8O/WIw+PofCIPv+HEw+PXXX+fUU0/lscceY+LEiTzxxBM8+eSTrFmzhtLSUq6//nqqqqp44QXLxBkIBBg4cCATJkzglltuobGxkXPOOYfp06fz5JNP/svb+1PUA4N/JhhsmCZPtuUxs3kAO4M+AhE74ZiKHpfJ1Fy8vM/JnD/3NXaGWtk3v5xT+oziwgUvY2Jy16hjMIhzyyoreuDGIUdS7PJx9fKn0E2DM3vvz8EFo7lq+YM0Rlvp4y7krmEX80ntTF6vtIYFXdL3NEalD+Tu9X9lZ3gnHsXDNQOuQhHw4KbbCSTaKXSUcEm/G2iO1vDcttsJ6QGybAWcVfZ7EkaQ13b8nmCiBZ+ax7ElN+NWfHxadRPV4eUIJKbkXMJg3+Esa3yYta1WuV2+czxT824lpjewqPa3BBM7kIWdEdm3ke/aj8q2R9ne+gBg4FT7MzDnIVTJwY7GC5NN1ZDhOoV8303E4mtpbL6QhF4JKKR7r8XjvpB45E3CbTcn3cBOHN6bUB3HIkJPJCMfdGsYnvcm0KZh+h+A0DOA2d0l3H4nRN613jgpz1peHWRFQUS/sebLvRHeP4CUjdl+kzVkEEDpD56bEEYtpv+uTmeJbSK4LofoBxB6FevkwA7OM0HOguCjVtYwJPOE+0P4bVL5d8pAMNrASJ7EySUI9xVWKd5/+IDcox79L6kHBn+/glVlOOQkDPb+Bcl52M+y3h716Pvkbw3x3F8/5aP3lqKrMoamomsypiYwVAldTTqFlc5cYWQLCqcgsAKG+BehsGSCDGABYqtQzjrpUxQrRxgBNkWgYwFcOZUj3Fk2pymkHtsVgVOVCOuWe1gRkKU5aeviAs7SHKiS0S1WotDhI2GGujjVTIrsWahSgqZYp5s1TfGQY8+gNV7dxVVmkm8vJF110RTdQqRLiVy2rYgcLZdQoprm2JbUfEVoFDtH4JBVWqJrCcSrujznpNA5Fo/iIRjftBsY9toGkGMfiSoM/NGFBGKdw74BnGo5GY5pOGQvscQ6/OGvMbo5fRVc2jg89unYJC+J+BpCkS/R9apu65HlIhz2vXFoE1CQ0GMLSERnYewKcIUHRZuYhMODEXpdMm94Aejbdtn75GRMxHiEbTymVGQ5h+OLrczhxMZu2wqAlA3qaIRtNNhGY0rFiMRaq9MivjxZTNfKbpJyrexh51H/Unnwjz3uNzY20tjY+A+X6dWrF6+88sovFhOxq0zTRNM0XnzxRY4//vh/ug3w7//cjkUTHDH0RkzTpPfwYio21IKmgk1BB1yZTvyBKK5MJ+2BCKYmYQprBIMrWSI3bVxfvlleQVFOGrXBENF4giH98li5rZbxg0qYt3kH/fKzOGhMf+7/dE43d3D/3CwGl+Tx9+WrGZiXzbOnHMURz75Cdbuf08aMYEqfUs55510E8PoJJxAx4pz+3lvopskV4ydx3qgxnPDeGyyvr6HMl8E7R51EazTMSZ+8zs5AO0VuL68cfDyZDidnff13FtZV4lRU7pl0CIf0GkBtyM/Fc95ieVM1Arhy6HQuHDSJqJHggTXf8uym+RiYZGoubh55MAcWDiSUiPHQ+q95desCEqaBhODIkpFcPGAfsu0e2mIhntr8NW/umJ8s4IShvhJOL5vO1Jz+SEJiZ6iRl7Z9zWe1S1LLeBUnB+WP5rDCCZS6rDi9zf6dfFQzl1kNy/EnQqn3Lc+eyfTskeydM4reydI5fzzAkpY1LG5ZybKWtUSMzosMdkljmG8Aw9MGMDitnCKHFQ0R1aNs9G9idfsa1ravY0eocrd9xC5plLl708dlweEydxle1YNpmrTFW6gMbU3B4crQNtr3UC4HFiTOsGUl4XAh2fY8Mm05ZGrZZNgy0c0EjdFaGqPVNEZraIxV0xJroCXWQHu8KRWh8c/kkN24lTQ8ig+3koZb8eFUPDhkF07ZjSY5kAQWZDXj6GaEiBEgoidvXaajRjA5Hew28uTXKtPs4tQVSczdxfWbinjo4tKl47kU6GWPy5nJle62rJnM6u0S65By+poSCVMiYUiADafipsCez5C0csZnDqWXswBJ+v/NFn4pGNz3uh8Ggzff+eNgMMAjjzzC3XffTU1NDUOGDOG+++5j2rRpAJxxxhls27aNmTNnppZfv349l156KXPmzCEzM5PjjjuO22677T/iCoYeGPyzwWDdMHigtRdzmvtSE/Tij9hJJGwk4tYf3eisIm4YuQ8nf/cCcUPnmiH7EjbDPLHxOxyyjdemnccXtSt4avPXyELigTGn0xBt5u71FiD+w+CTGOgt5OrlD9IS9zPQU8qfh17AGzs/4sOar5EQXN3/XAZ7+3L3hr+yPbQdl+zkd/2vwi4rPLjpdvyJNgrsxVzU91qiRohntv6J1ngjHiWds3rfiF3WeG3772mN16BJTmYUXksv9wi+rf0r69utK/3D0o9mUvaFbA98xby6P6ObUdxKAdML7sKt5LK0/hoawnMB6Os7m/7pF9MeWcT6ht8SN5qQhYt+WXeQ5dyf2ra7afRbJXaa0ofizIexKcU0tVxDKPw+AHZtGlkZDyLMCKHWK9FjCwBQtH1x+u5G6DWYbdd0cQMfbOX96pW7uYSF9waIr8Fs/yPoyQ947UDw3IiIL7aK5IxkmYt2EHiuRcTmJd3DrdZ8xzHgusjKDA4+hZURLIPzZGtdgb92RkJIWeC6wFpn8NnksgLsvwE0iLwPHa2ryjDrZ+ooJFGGIDy/Q2idgeQ96lGPfrp6YPD3K1LVB5ssWw8y3kCyjfhZ1tujHv0ztbcEeeavn/Dp+8vRVQXDrqBrMoZNwlTFvwcKJ0FwCgpLJpIsMDEQElaOMAYIyxmMsNxMkjBxqTIx0yqXk4XlDg4bnRESmXaNgN4ZIZGp2Ymb0VQhnSbJ5NqdtMRbUo4mr2InU3PSFK1PnfA7ZRuF9gza4vVEjA4IYlLsLEKToC6yPTUUVxYyvZ29UUScusimLu3ugmJHOWmqm9boZvyJzqxfu+ShyDkMTRI0RVYSTHTCZ5vkodA5DrfiIRTfTHNkCV3L5zxqX3Ic47BLKoHYCtoiC+jq4rXJeWQ49sFjK8bQqwlEviGa6MzLA7ApZXi0fXHaBoDRSCT6HZHofKzvTR1SsWvjcGh7YVMHIBl1JKKzk5ESrd3WJ+QCVNtkFG0KitIPoW/B7Cij6yj8TUmxSt9s4yw4LPdFJNYn4fCSZNfDLtmcwpl0AI8GdRSmMgxhNkN8WRIOr0gWFlu/B+H5A8J1Kj9Vv3SB3IIFCxg3bhwACxYsYMKECf+0QO6KK67gmmuuAazsxJycnG4Fcrtq9erVDB06lG+//TZ1ovzP9J/43D516p9prG1j2NRyli/aCpqKIUsgSxT3zWZ7ZTPFfbPZVtmEN8tFiz9sZZ0nRzAM7ZfPuppGorEEY4eXMn/dDiYMKWXuhu0UZHppjUcIRGLccfJB3P7hTFpDEf5w5N7c+6XlDv7TEftzz9ezaA1HuHT6REaU5HPma28D8PLJx/Lm2tW8vWYtZenpfHDqKby9YR03fmONoHzwwEMYV1TMEW+9RHXAz+TCEp475Gjqw0FO/uR1tra3kOt088rBx1Po9nL+zLf5rto6Tzpn0FiuHbUXhmly69LPea1iOQAHFJVzz/jDcKsaK5qruH7x+2z2WxcaDi4cyB9HHEym3cX2QBMPrPuSL2qsqBiHrHJGn8mc0XcSTkVjZ7CJl7bO4oOqpckLZ9DbncPpZdM4MH84iiTTGG3jo+qFfFC1kPpoa+o9GeEr4/DCCUzLGYpNUkgYOktbNvBN/RLmNq5KZrlbKnXmsVfOKCZlDaXUaUHeuBFnddsmFresZFHzSppinesG8CpuBqeVM8TbrxscDiQCVAS2UhGoYHOggorAllQGfFf5VB/FziKKHUUUOYsodhZRYM9HkRTaYi1URyqpCVdRF6miNlJFbaT6H8ZDCAQ+W4YFh23ZSUBsQWKv6sOteIkbEdrijbTEGmmNN9Aab6Q11oA/0Yo/0Uog3vaT4xlUoaHJDjTJjk2yY5O05L0dTbbuFZRuTl9E0uFrGoCRzOu1bkYys9cCzpbT1zAT1nTS4Wt0cfgaZkf2r5l6bKmrvxesrN+OxyYg0HWDaCRGJBInoeuYuzh+hYR1EVgi5fa11tBxv4uzdw/Zvp3xDt3dvckfqftyu0DfTsjbBf6aAr1bvEPXzF7rOd2wQK+RjHIwTBkZO+m2TMo9JUzKHMbIjHKcyk8vKv3/oF8UBmv/BAZHfxoM/m9XDwz+F95s0zQxavsjBCQMnTsbB7CgtYz6oItAxE48rpChuokaOoF4lLP6j6MsLZ2bln2MLATPTT2FJzbNZGHjVgqd6bw4+Wz+tvETPq1ejkvReGrC+XxRu5hXd3yLKmT+MvJc0lQHV694iEAixHBfP24ZfDZPb32DbxrmowiF3/U/l4HePvxlw31UBLfgkB1cXf5b3KqTBzf9mfZ4K+m2TC7qcy0Oxc4zW/9MXWQHdsnJab2uJc9exNs7/0xlaDUCiX1yz2FM+uEsa3mVBY1PAVDqmsgBBX/AH9/Jt9XXEkhUIwuNCTnX08uzH+ubH6CizXIGZNhHMirnLmQk1jVcTnvUcgPne06lLOM6QtHFVDZfRkKvQ6CSm3Ytme5zCYZfo7n195hmBElKJ8N3O077YcRCTxFpvxuIIaR0HGl3otr3tRzCwaewoh18CO+NVpZw4AEIPQuYVhSD9zpM7UAIPgLBp5PLuxGe32Fqv4HgwxB6MTnfgXBdjOk4AgL3dyuNE+6LMW17WfA3msw/E+ng/i1IPgj8pbOhWikH59kQmwWRD5N7j90qmTNaOkvxOk5IEhvBTJ7s2cYj3JcjbGN+8n7aox71qAcG/yPFqvugSEkYnP0dkpz3s6y3Rz36oWprDvL0vR/z+Ycr0G0/EAorYre4iH8pPiIJhUUyOxgJZNlyB3c6ha1TOkkyUb6nbE4SJh6bQjTpRBPCxGdTSRBLRUg4FQWPotDexRmca3djECGUjJUQmBQ7MoibQfyJDqevSYE9C6cMDdHq1KmxXdIodhYQMVppjnVCXo/ipdhRSNxopT7aGeugCBulzgE4ZJnGyFrCemvqOZecSZFzKIpI0BBeRljvdJjaJA8FznF41TTC8S00hhdi0jms2qkUk+ucjFN2E4lvpCX8HYbZ6eCThZt0x3TStKHIhAlG5xCMzocu65CEG7d9Gm5tMjbJSSy2jHDkaxK7uIElKRuHfTp2bRqanIMRX00iOotEbBHdITJISjmKNhnVNhlZ6WXFRMQWJDOEu7uRO53DYxG2cZjKEIS+BWJLMONLILYUTP8ur5GSucOjEOoosI22eiMSayzXsH1/hNKbn6pf8vPr4IMPprq6mscffxywsn9LS0v54IMPUssMGDCAO+64I1WSc9ddd3HHHXfw7LPP0q9fP26//XZmzpzJhg0b8Hg8VFRU8PLLL/Ob3/yGrKws1q5dy1VXXYXD4WDRokXIHRcf/4Pb/X363YmPsnrxVsbuP5iFszai+ZyEowlMRabf4AI2bK6jpE8WW3c2k12QRl2TH7tXIxCOJXODYfK4vny7rIKpo/owc/UWMjwOAjZkdQ8AAQAASURBVEacSCzBjCmDeWfhmt3cwfuPKOeJ7xZSnpvFOdPGcPW7n6JIEm+dcxIvLl3OGytWU+JL4+VTjuXIl1+hPhjk6MGDuevAA/jz7G95evkSbLLMa0cdh6YoHPPOq4QScfYr7cNDBxxGeyzCKZ++wYaWRjLtTl466DjK07O4Z9m3PL7GMtqMyynioWlHkON081rFMm5Z8jkxQ6fMk8Gd4w9ldFYRMT3BQ+u+48mNc9FNE5/NwR9HHMQhRYMRQrCsaQf3rv2MlS3WRZcszc3FA/bmiOKRSeDr57Vtc/n7jvkEE9YxMs/u4+TeU5hRNAaHYkM3DRY2beC9qvnMb1yXintIU10cnD+GA/NHU+aygG1Ej7GgaQ0z65eyqHkt8S7lcNmajzEZAxmTPoCR6f1xKXZM02RrcCdLW1ezpm0T6/0VyYtzneqAw4O8fenrLqWXqygVK1EVrk6C4Qo2B7ZQE6nZ434kC5l8ex7FziIKHYXk2nPI1XLIsedgl+wEEu0pMFwXqaIhWkdTtIHmWAPxf1IMB2CTNLyqD6/iI031WdOqD4/ixam4cEhOZEnCNHUSZpyIHiSQBMVhPZC8BQnrQUIJ63HnhcZfnyyXL6SiHSzOvTsE7gJ3rdd1z/DtOq8D7hpdpjvmG0mHr25KqccGVkmbnnT3GqaMTbKTrWUxLK0v03OGMyittPP7+v+gfjEYfO0PhMF39cDgX4V+rh3N0FugYTxgDQ+8uWEYS1tKaAh4CMdsxOMK5/afyKisQi6cbZUAPDjpCL6u3cD7lavJsbt5dspJXLboVXaGWhjiK+TRCadwzdKXWNayjTy7j6cnnM8Dm95lVsNqHLKNe0eci02SuG7lw4T0KOMyBnHjoNN5cNMLzG9ehiwkLu93BqPSB/PXjQ+w0b8JTdK4svxysrR0Htl8Fw3RWhyyk/P6XEWBvYgXtt/FtuA6FKFyQsnlDPSO5rOah1nR+jkAI3wHcUD+hWwNzOGrmjvQzRiZWhkHFdyKXXYzu/YmqkPzARjgO4HRWZdQG/yKFQ03kzCDqFIaI7L/RK5zCttb76ey7TEA3LZhDMz+G4rkoqrld7SHLfexW5tKUeZ9mEYbjc2XEItbJW1Ox6Fk+u4Ao5FQy2/RkyVsquNoHGm3IPSdmG3XJ90YgLYXwnsr6NWY7b+HDieKbQLCezOYUcz2P1glHwDqKCs6AoHZfkunw1cuQ3j/CMJuFcx1lMbJpQjPdZjYIfDnzvUrA8F9pVVIF3gYOoZG2qaA/XAIv9qZdyzSwD4D9I2WY8XaUlD7QXwtKTeKbSrCczlCHfaT99ce9ejXrJ9y3H/kkUe45557qKmpYfDgwdx///1MnTr1e5f/9ttvufLKK1mzZg0FBQVcc801XHDBBXtc9rXXXuPEE09kxowZvPvuu7/odvwzxav7IieHjoncVQih/Szr7VGPfqzamoM8dfdHfPHJSgsKa98DhZNFc12dwv80U7gLAE5B4S6guMM51AGIhWKmoLBVLmdFRsgylrOI7mVzYGKTQZVJlc/ZFYEiGUlAYeJQJJyqREiPACYSJjkON4GEPzk82sStqGRqDppjTSnXk0fRyNbcNMXqk3nDYJMUSp3ZhBMtXYYim2RrWWTa0miMVRLu4j7L0fLJ1dJpj++kNd4JjB2yh1Jnf1SRoDa8kpgRTD3nVQoodA5CJkp9eGk3MKxKbgqdE/Cq6UQT22gIz8foMnRYk7PJdUzFq+YS17fTHJpJ3OgaXSCTZh9Lun0SdtlJJLYcf+Qb9F3K2uzqUDyOfXCqAzD12qRreA7mLu32NnUoDvte2LWJyJipIjo9vprusQ8SsjocRZuMok1ClvIRiZWYsYUWHN7NOZzMHLaNseCwOhJhNEJ8CWZssQV7dwPKJAvmknBYm4pQeu2+zA/ULwlFm5ubueyyy3j/fWtE3uGHH85DDz2Ez+dLLSOE4Nlnn+WMM84ALDPMLbfcwuOPP05LSwvjx4/n4YcfZsiQIQBUVlZyyimnsHr1agKBAMXFxRxyyCHcdNNNZGT88Ozk/wQMvvd3r/HVu0sZt/9gFszaiDvLQ3swiqnI9Omfy6Ztjbg8dtpjMRwejWAsTlqmi+b2EFn5Xuqa/Ry6zxDem72GDK+TmGzSFowwelAxizZVctSkIXy6eiOBSIzbTzqIOz7qdAf/5cs5BKIx7j/+ED5Yu4Ev1m9mYF42z5xyFDOeeZlaf4Azxo5ket/enPX22+imyVVTJnP+2LGc//F7fLV1C5kOJ+8edzIVrU2c9+l7RPUEEwuKefLgI4kbOqd+9garGuvw2jReOPBYRuYU8OmODVw95yMC8RjZDhcPTzuCcbnFLG+q4uLZb1Mb9iOAU/qN5qphe+FRNda01HDdkvfZ0FYPwF55/bhm6L709WZjmiaf16zl/rVfsDNkjXjs68nh0gH7sldeOZKQCMQj/H3HAl7dNpvmmHXMSVOdHFk8lsOLxlDsygSgPtLKR9UL+bB6IQ3RzqiZYmc207OHMj1nKOWewqSTN8ScxlXMaljOitbN3SCvLCQGe3tbcDhjIGWugqRrOEFFYDur2zd+LxyWhUSxo4AydzF9XCWUuUtSgDish6kKVVEZrqIytJPKcCU7QztTF/X2JK/iJScJh3PtFiDOtmWSbsvAo7gJG8EUGG6KNtAUs26tsWba461EjO9f9/dJFTZciguH7MKedP1qsj3p/tXQJA2bZEMWMmAihIlhml3cvdZNN3V0M46edPbqZgI96fTVzc57PXnfkeVrpPJ9O92+HZm+Qggr21eIXRJ6Oiv6RBK2JhI6kVCMaCyOYXZezO24CTl5UZdOdy90rrZrlMOueb/f5/TtntPb/bHRdbob+O3M77UcvqRcvR0Q2DAFuiGjoJGlZTLM15t9c0cy1FeK2hHd9ivTLwWD+/3uh8HgTff0wOBfhX42GByZDa1nARBMxPl9/ThWthbQHHQTjqroCZkiLZPLh01ho7+eJ9fPx6XYeHWfU7h68TtU+BuZkN2Lm0cexOlznqE1FmKv3P7cMuJwzl3wBDuCjQz0FvLg2DO4Zc3LLG7ehEu289dR55EwYty46jGiRpypWcP53YCTeaziZb5rXIRAcEGfk5iaNYYHNj3Emva12CQbl/e7hF6uEp6o+Atbg5tQhMJpvS5iSNoIXt3xAGvbFyIQzCg8h/EZB7Co+V2+rnsaE4MS51COLLoRf3wnH1f9nrDegk1ysW/edZS6J7Ki6UlWtzwHQK5jJFPz/oxhBllS9zvaYtaQobK0UxmY8Vtaw7PZ0Hg1CaMNWbjpk3kT2c4ZtIZepbr1ZkwzjCz5KEy/F69jX1rbH6DN/wCQQJIyyUy/C6d9fyL++4gGHgEMhJSDI+1WFG1/ROjpZJZwPOn6vQbTfiQi9JwFZ4kAKrjOA9e5iPDfMQP3YeX4SuA8EVyXIWIzrYiIjhMT+2/AfQ0iNh8z8JfOSAnbJGt+fBFm4G+djhHbVHBdaDmHQy9ZPw8C7EdZrpHQM50AWcoB+0FWmUki2cYt0kDplWzKTrpmtH0R7ssQ6sCfvN/2qEe/Rv3Y435HKcAjjzzC5MmTefzxx3nqqadYu3YtJSUluy2/detWhgwZwrnnnsv555/PnDlzuOiii3j11Vc5+uijuy27fft2Jk+eTFlZGRkZGf9xGJyo7oskSZimiZS3ESF2/0Lcox79O9XaFOCZez/h849XJjOFLShs2oRVNLeLU9gqmgNDFt8LhUk+RvoHTuE9QGFk0xoCK5InmgLAKpuTO+Ikdimbk6RkhEQyDkKWTLxq9wiJLLsdv94BXk3SVBuqZKYK5wQmBQ4vcTPUzS1c5MjAIExbvC312iybj0ybk8bozpSrTEJQ6izGJkNNZCt6shhJIOjlLMOt2GiIbupWIJSmZFPs7ANmkJrwShJm55Bon1pCgWMAMlHqwov3AIbHk6ZmE9OraAjNIWEGujzvIdsxjXRbbzCbaQl/Ryi+sdt77lT7km7fG7etFEPfSSD6DeHYim7LyFI6bvt03NoUbJKXWGwp4ehM4vHumcVCOLFrk3Bo09FsIxB6HYnYHBLRORj6FrrLhmwbhapNRrFNQpKzEfFlSTi8qDNWrKuU/ik4jDoG0CG2FDO+1HIOJ9bRNSpDuK9AuC/cfT0/UP8rI1t+rP4T2/3iA5/zykNfMnJ6f5Yu2IIrw40/FMVUFTKz3LRGYsTiOsIpkzBMTJuEbJOJmQbFxRlsq2+hvFcOVW3ttAejTB5dxnertjJuUDHzN1WS7nZw5LShPPXlwt3cwQeMKOfx7xbSLyeTp04/isMefzEVFzGsKI+z33gHAbxyynFsaGrkj199BcADhxzC3mW9Ofat11jX2ED/zCzePOYE1jTWc87H7xCIxxiek8fzhxyNJEmc8dnfWVJfhUtVeXb/YxifX8yW9mYumPk2G1sbkYXg+tF7c/bAsbTFItyx/Cv+vtUyzuQ5PNw65iD2LexHzNB5fP1sHl0/O5UXfETpMC4bNJ0CZxoxPcHr2xbx2MZvaU+WyJW6Mjm1bAKHF4/AodiI6HE+qlrKi1tmURVuTr0PI9N7cWjRaPbLG4JT0UgYOguaNvBR9UIWNm9IRU0A5NszmJ4zlL1yhjHQW5zM/42xsq2Cxc3rWNy8jp3hhm7vc4bNy5C0MgZ5ezPI25s+7kIUSe4Gh9e3V1AR2JEawdFVHYC4t6uIImc+hY5cCh155NozkZBojrVQGa6kMrSTmnAtddF66iP1tCfad1tXVwkEXtVLuuojw5ZOesdN9ZGmpuFW3NhkBdPUiehh/Ik22uIttMdbaYu3EkoECOoBgokAoaTr94fmC/+vqcPtm3L3Cut/uwLd783t3fVxCgx3n9YNktm9FvDtcANb7l5hZfiaKl7VTT93CfvkDWF6zkDcqvM/8Wv5f61fCgaXX/3DYPDGe3tg8K9CPxsMbrsfwo8A0BSPc2PtZNa15tESdBKJ23Bgxx9OoEoSr+x/In9dPZOFDZX0S8vinvGHcsp3LxDW41w8YCrT88s4e+7zxIwEx/cay2llEzh7/mO0xkNMyxnIrcOP5foVz7K8dQtuxcH9o86nPd7OzaufIm7q7Jc7livKj+fprW/wed1sAM7odTQH5k3joU0Ps6JtFapQuKTvRQxKG8jzWx9mZdtiAI4sPIW9cg7g3aqnWNhsRR5MzDyYQwtOZ1tgGe9W3UnMCKeK5eySg8+rb6E2Yn35HplxEuOzzmJncBZz624lboRwKjlMz7+DdK0f65ruZ2v7SwD4tCGMyrkbWQg2NFxBe9QqaMt0Hki/zD9hGC3saLqESHwVABmuk8n33UQ8sZnG5suJJ12/LseRZPhuw9S3Emq9CiNhDX9U7PvjTPszwgxaLuF48kTCNgHhvQVQLNdv7DtrvlxquYSVMkz/nRD5xJovfAjPlclIiYcg9DJggHAiXOdhOo6D0PNdsoAlcJwArtMg9Ip1IwEIcBwJjmMh9ELn+rFbOcNyoRVv0VEgJ5WAthfEZnbGTIh0kIuTjuTkB7p2EMJzGULp+5P33x716NekH3vcHz9+PKNGjeLRRx9NzRs4cCBHHHEEd9xxx27LX3vttbz//vusW7cuNe+CCy5gxYoVzJs3LzVP13WmT5/OmWeeyaxZs2htbf3Pw+CavkjCgsFy/qafZZ096tHPoUB7mJcf+pL33lhAXJYx7OruUFhJOoU7oLCchMJKdyjcAYm/DwqzKyDuCoUFFhRONouTyho0k7nCJHOF2S1X2KnKSUBrPfbaVKJGJJlwaEVKSJJONAmOFQE5dhdt8fZULIVbsZGp2bu5hd2KRq7dS0usgVgyM1MAvZ15CBGlIdo5fNkh2ylxFBI3g9RFO+MWbJJGb2cZNsmgJrKeeBfHWZatmAJHCbrRSnV4BUaXocvpai8KnQMQhKkLLSGsd4IWWdgpcE4gQytE1+upD88ipndCHknYyHJMIEsbikyC9uh82iIL6QpPFSmdDMc00uxjUIgTis7DH/kWw+wKUgQO2zA89r1w2kaC0UQk8i3h6HcYu7iLZTkfhzYdu30amtIPI7GWRHSelTds1HZbFuFAsY1DsU1G0SYiSVmI+PIucLiC3SSXWrES6hiwjcEUGYjEKogvxYwtRbgvRthG7f66H6geGPzv2+4v3lrMX697g/4jS1m/rhqbSyOSMDBtllOvz5ACNm2qI6c0neraNmweG5FYAkMV2O0qEaGjGyb7TO7PF4s2MmlEb2at3YZTU1GdCi2BMHee9Rtu/fuXe3AH78NfvpxNIBrjL8f9BkOYXPX2J6m4iOeXLOPvK9fQK93H+2efwn1z5vL0Eise4qVjjyXf6+aIN16hIRRkr9LePHnoEaxtrOe0D/9OazRC/4wsXjz0GFw2G+d88TZza3agyQq3Tz6AY/oNIRSPcf38T3lvq2VKOaR0AHdNOhi3qjGndiu/X/QJO4KtAPymeCA3jd6fLLubze0N3LfmG76o3gCAKsmcXDaGCwZMIUNz0hYL8+zm2byxbTH+hHWByWdzclyvMZzYaxxZdg8JQ+fburW8t3MJCxo3paIhHLKN/fKGcnjRaIanlyKEIJSIMK9xPd82rGJe47rksdNSjuZjWs4QJmQOYKivNw7ZBkBNuJFFzetY3Lye5a2biBrdo2Q0SaW/p4SB3t4MSuvNIG8vvKoL0zRpirVQEdhBRXAHWwI7vhcQAyhCJs+ek4TDFiAucOSQrWWQpnqIGlHqI/XUReupi1iAuDZaR3O0mZZ4a2rkxw+RLGTcihu34sKjeHArLhyyA7tsxy7Z0WTL8asIKZVaq5Po4vJNkDATJIwYCTNO3IwTN2LEjSiJpLM3YSRIJJ3ACSPR+RrTikUyTGu95i7TVt6viSQkRMd/wgrvFXTcY92LzmBfPWEQicSIxRIYmJjCusCbKnvtlvG7p7iG7jEOu7p9TbNL5AP/GPamnL6mZDmAzQ6nL0lXb0d+r7Bcv4aEjI1sLZ0xGX05rHAkg3xF/+9L2/4/6ReDwVf9QBj8lx4Y/KvQzwaDG8+GxCwAtsfi3FS9FxvbsmkLOYjFbBhxCdOwDjZ5Tg/P73ssp3/7Kg2RIDNKBzO9oDe/W/weAnhs0vEkzARXLX4DE5MrB+3PqMxiLlr4NDEjwYm9JnNBv/24evmTrG7bTprq5IFRF1ITqee2Nc9hYHBowWQu7nM0L+14l/eqvwTg+OJDObJgfx7d8gRLWpYiC5kze53G5KxJvLXzRb5rsKIg9so+iCMKT+Lbhnf5vO5VAMpcgzm59CpCiRb+XnkLrfHaLsVyI5nX8DgrW6wc3ULnSPbP/z1xo42Z1dfRHt+OQGZk5gUMSj+ZutC3LG/4A3GjHUW4GZ59M/mufdnZ9gTbWx/AJIEqZ1OeeSc+x0TqUuVyYJNLKcy4G5c2htb2v9LmfwgwkKUcMtPvwWGfRsT/UNIlbLmBHd5rUR0nI8IvYfrvo9MNfA64zkfEvrMiHwxreBP2wxCe6yGxGdN/W7JNGlAGI7x/SEZE3NIZ7yDlITxXYaojwX9PZ+6v8CbzhKdC8MEu8FcD1+lgmwiBByG+NLm8G5yng3BYTmEjecIkDwRtHES+7Bx+KDJAzk86h63TSOy/QbguRKjlP3k/7lGPfg36Mcf9WCyG0+nkzTffTGUkAlx++eUsX76cb7/9drfXTJs2jZEjR/LAAw+k5r3zzjscd9xxhEIhVFUF4KabbmLlypW88847nHHGGf8UBkejUaLRzqHX7e3tFBcX/6xfVvSafqlhej0wuEf/HxUJxXjjyZm8+cIcIoChqRiaZN1skhUZoQpMFXTZcg3/UyjcJULC7IC+cvcoiW4O4dS0+b1lc4oiki6sjggJQcK0BpLaFJAlMxUHYVcEmkwKAqsSpNs1/IlOt3CGzY4k9N3cwgkzTFDvLJIrsPvQJGiI1ad+Zx7FQaEjE3+8EX+XRvsMNYM8Ryat8Vra4p3uXrfipdRZiiBMdXhtykkMkG/vS66WR8xopia0okspHWTYelPgGJhyDAe7FNNJwka+YyxZ9t5gtNEQnkso0dVpK0jXhpHjmIBdshOKr6El/C0Jo63LMjJp9jGk26fhVLOJxzfgj3xDJL622z4iS2m4tem47dPRlDwS8dWEI98RiS4Aot2WtalDsGvTsGtTUOVcjPhSEtE5JGJzMY3mbssiPBYc1iYkncN5SefwIitWIrGBXcY2W6O9bKOTcHgsKOUI8dOBQA8M/vdt98oFFVx7yuPkFWdQ0+DHlCRQZRw+J8FQjHHTy5k/v4Je/XKo2NFIdkEatU1+FKdCLK4zeGghKzdW85vpg/lg3lpcdhtOn53aZj8Th/Vizrpt7Du8L2VFmTz+xYLd3MEHj+rPIzMXkOV28v4lp/GHj75MxUU8ffJRzHj2Zer8Ac4aN4pr9p7KRe9/wJcVFWQ4HLx10om0RCMc/9brRPUEZwwfyU3T9mFjcyOnfPAm9aEgpV4fLx12LNlOFxd/8x5f7rAubhxXPpRbJ+6HXVZ4YcNS/rToKxKmQZ+0TB6ffiR9fVmEE3H+tnoWT29YgG6apNnsXD9iX47pPQwhBCuaq7h39VcsaLAuOLkUG2eXT+TMfhNwKTZCiSjv7FjGi1vmU5WMj1AlmUMKh3Fqn4mUe3MBqAu38XH1Mj7YuYTKUOeFnRJnJocWjWb//GEUOa24kbAeY0HTer6tX8XcxnWE9c6/dUXIDEorYXR6X0Zn9GOgtxhVUogZcda1b2Nt2zbWtm9lbfs2Aond83ILHdmUuQvp7cpP3grItWcgEDTGWtgS2MG24E6qIvVUh2upCtftFjHRVYqQybSlk6Wlk61lkKVlkKWlk2XLINPmw604QZi0x9tpibXQEm+lOdZMS6yVllgL/oSfQCKAPx74QbnCP5e6YNtuI8c6oh7+EzKNLtBX7A51UyVt/AP3b5f73WGv5fQ1Oxy/hoRukgTAEip2Cu1ZTMkewIySEZR6sv4jv4f/Nf1iMPjKHwiD/9oDg38V+tlgcP2+YFhfaldEdO6o3octrVn4w3YScQU9JrFfUT+2+luoaGtiYl4Jlw2fxOkzX0U3TW4dfSAb/XW8unUJDlnlhWmnsrJlB3evsbJz7xl9LJJkcOPy1wC4uPxAjikdx5XLnmR9eyXpqpu/jb6QisAO7l7/MiYmB+VN4NJ+x/Ju1ee8WmmVPxxesC8nFR/O09ueZV7TguS8QzmyYAbfNHzCu1WvADDCN5ZTe13EJv9yXq/8GzEjgk/N5rRe1+BTM3YpljuLsRlHUuGfyTe19xA3wzjlTA4suIlMrYx59X9mR+BrAPIcY5icdxOQYGndtbRElwNQ6j2OwRm/IxzfxPrGqwjHrS8k+Z6T6Z1+LeHYUnY2X0Fct9wtGa5TyfPdQCKxmcbmy4gnIxZczuPI8N0Ceh2h1mvQk6BVVkfj9N2FJBxJN7AF7pGLEJ4bwTbeiodIuX49CPelmI7jEeE3MQMPdEY+2GeA+2orCsJ/b6eTVxmC8F4PmMk84fWd/4b7Mky5BPz3QtxyYSN84LoIlAILCic2JOeng+tMMCOW49hMngwqQ8E2MgmFk/+myAQ5JzkMMSltf4T7QoQ65Mfuxj3q0a9CP+a4X11dTWFhIXPmzGHSpEmp+bfffjvPP/88GzZs2O015eXlnHHGGdxwww2peXPnzmXy5MlUV1eTn5/PnDlzOP7441m+fDlZWVk/CAbffPPN3HLLLbvN/7m+rEQiUdSWIT0wuEf/FYpFE3zw8hxeeuwbArqBYVMx7TK6JmGoHVAYTJtAlwWmauUJ7xYf0SVjuNMh3OkU3rV0bjcojLlb2Vz3XOHkssnsxV0jJNyqnILAkjDxaWoyR9gqnEvXbOhmjFjSfaUKQbbdRVu8LeUWdskqOXYXzfGmJGAGmyRT7MggkGgh2CWCIk/LJN3moCG6k5gRTc0vchTjVR00RLcT0jtL0TLUbIqcBcSNVqrD6+mEnYIiRznZWi5RvSEJhjudbOlqb4qcg5BFnIbwMtrjO1LPCWRy7CPIcwxGFlGaI4toja7u9v661FJyHdPwqHkk9J00h2emvht2yK6UkuHYizRtGMIMEIzOwh+ZhWG2dV9OHZSMlJiIhE40Oo9w9LvdIiXAhl0bg12bimabjCo50GMLiMfmkIgugG5uZEB4k3B4Ioo2CUkqRCRWJPODF0N8Fam+h9SGXYDkuZKfqh4Y/O/b7rqqFs7Y6w4UVcbmcxIIRMGm4M5w0R6IMnZKPxYs2kJOQRo1TX4yst00tofwZbloagtx0D6D+WjOWgpz0ogIg/qWANPH9eXr5RWM6V/Ewi1WJvUzVxzLJU+/RyAS488nHcidH31LayjCrcfsxzNzl7KlsZlDhw3g2oOnccijLyTjIiYwpDCPc998FwG8ePKxDM3P5cTX32B1XR1l6en8/aQTmbNzBxd/Yp0DXjJ2AleOn0Slv42T33+TSn8beS43Lx12LGW+DB5aPo/7ls3BME36p2fx6D4z6OPLZElDFRfNfIe6cAC7rPDb4VM4e9BYVElmdXMtNyz6iDUtdQBMzCnltrEH08uTgWmazKnfwr2rv2Ztq3VhKENzctGAqZzQexQ2WUE3Db6uWc/zFXNZ0dJ5cWhSdh+O7zWOqbl9USUF0zRZ0bKd93cu4cvaVYT1TjdvmTuHqTkDmZozgCG+YmQhEdXjLGreyOyGNSxp2URdpLXbe+uQbQzz9WZUel9GpfeljzsfRZIxTIOdoXrWtnfA4a1UhurZk+ySjV6ufHolAXEvVz55jkyyNZ8FiaMtVIXrqErC4apwLXWRRppjrSm38z+SQOBSnHhVN2mK27pXPXhVDy7FiUPWcMr2VLZvR0Zv3IwRN2LE9BhRI0rEiBDRI0SMKBE9QlTvmBclYcZJGHrK4asns4B/TklICCGQhYyMjEg6hDEFsViCaDSBbhipPP+OC7Ed6lbcZorUvH/q+N2T07fLvZ4CwF0yfQ3LAWwYnVEPuiGh6xKysJFvz2BaTn+OLh1Jb2/2z/p76lF3/VIwuP8VPwwGb7ivBwb/KvSzweDakYD1ZfvLoODBqn2pbEsnGNEw4ip6QvD03sdQ4knjiI9fJJiIccHgCWS67Ny5/GtsksxLe5/Mw+u/ZXb9FtJtTt7Y+0xe27aAl7bMR5Vknpx4OmvatvPgBgsQX9r/II4sHsNvlz7OpkA1mTYvD46+kDVtm7l/4+sYmEzOGsZ1A0/j89rveHab5dzdP3cKZ/c+jveq3+eD6o8AmJAxnrPLzmRV62Je2v4YCTNBmauc8/pcSSDRygvb7qIpVosqNI4tvpjBaWP5rOYRVrRaLthyzyQOKfgt4UQzn1b/kZbYdiRkJmZfwFDfUVT4P2RRw1/RzQialMbE3BspdE1kQ8sjbG59GgC32oeRObfhUfuwreVeqv3PAeBQetM/+16cahm1rX+mOWjFTKhyAYXpd+GyT6S17W7aA49hnVxlkeG7Gad9BvHwS4Tb70wCVRXNfRGa+xJE7FvM9tvBSA6d1PZGeH4PZitm201diuF6I7w3gDLEygYOvwWYIFyW69dxHCL0KmbwsU5oqx1glcbFl1gQucNxrPQH95Vg6hC4Fzqy6uQicF4EkmZBYX2bNV/KBecZYNRC6HUsRzOgDAHb8CQUtr58IbKTULjDKYxVNOe+CGEb/ZP36x716H9RPwUGz507l4kTJ6bm//nPf+bFF19k/fr1u72mvLycM888k+uvvz41b86cOUyZMoWamhpcLhfDhg3jkUce4eCDDwb4f+EM/uyL5ew35NgkDAY5f+M/f1GPevQflp7Q+fytxTz3ty9oCcUw7GrKJayrSbdwMjpCVwSmkoTCigAJDAWQQe9yEppyCQuSURK7ZAl3KaD7MbnCipx0C+8SISGEVShnkEhFRrhUCYTeWUgngW8PbmFZGAS6OINz7W5UyaC1S45wps1Nhs1BQ7QuOaTX+rF6ufJRRYK6yM6Uq0sWEr2cvdBkqA5vId6lCC7fXkyePZtQoo7aSOfFIoFEkWMAWVoWkUQ9teGV3cCwTy2h2DUUBYPGyApaY92hbqY2iHznSOySTFt0JY3hhZhdHMeqlEaOcyqZ2iAEQdrCc2mLLMTsAlol4cBnn4DPPhWnmkU0vhp/+JtU1FjqZxUO3NpE3PbpONVh6PoOotHZhKPfoevVuyzrsfKG7VPRbBORSZCIzbdiJWILOk0CqRd0wOHxKLYJSEpfRGItxBZbgDi+DJH2F4R9n9135B+oHhj879tuXTeYMeQG9IRByeBCtm2pB5uK6lCJ6iZl/XLZvKMRIQkSarLAUhE4PXb8kSh7T+zPrNVbiMYSHDh9EB/PW8e4ISXM21iJIktMHt6bb1ZVWO7g4kwe/3wBffMyOXjsgJQ7+M/HHcgpT7+BYZo8cMKhxE2DK9/+OBUX8ezipby9ai0+u53XTzsel2bjqJdfoTYQYEJxMc8efRTPr1jG7XOsUUwnDRnGrdP3pTEc4pQP3mRTSxMZdgcvHHoMQ7JzmVu9nctmfkhDOIhLVblj8oHM6DOIxnCQy2e9z5xay+lb7svitvEHMi63mIRh8MyGhTyw+jsiegJFSBxbNpyLBk2mwOXFME0+2bmW+9fMZHvQctvn2N2cUDaa43uPItvuBmB5cyUvbpnHl9VrU7DUqzo4oGAQhxQNY1RGCZKQCCWifFW7mo+rlrGsZVvqAhhAus3F5Oz+TM0ZwISsfjgVDdM0qQo3sbRlM0uaN7O0ZTNt8WDXtxqbpNDPXUB/bzH9PYX09xZT4sxGkWTa40E2+newNVjDtmANW4PV7AjWJstAd5csJHK0DPLsGeQ7MsmzW7d8RyY5WgYuRaM17qcx2kxjtIWGaLM1HbOmW2Pt+BPBf9lpKxAoQkaRFBQho0oKilBS81Sh7LkXwrT+ZyYRacLU0U3DujesWImEqaNjpKbjRuIf/LQ/vXtit6xfvgfusks8xK6OX0Rq2jA6i9xMpNRj3ZBIGALJVPCpHsZmlnFC2WhGZRb39Gf8B/SLweDf/kAYfH8PDP5V6Ofa0RK1A5HQMU2TN/xunq2eSk2bj3DUhh6T6e3KpKK5lWP6DWHvkt5c8t17ADw67Qg+2LmGz3ZuoMDp5dV9T+HS+W+yprWWYlc6r0w/jTtWfcxXtevwqg5enHI2X9et4vFNVvTDZf0P4rCi0Vy+9DG2BmvJ0Xw8OPpCNgcquWvdC8RNnRG+cm4afBbzmpbyWMXLGJhMyRrDpX1PZ27TPJ7b9gK6qdPP3ZfL+11CbWQnT275K2E9RI6Wz7llV+BV03h1x31sCli5u3vnHMV+OcezvPVjvqp7Et1M4FPzmFF0HdlaMTNr72WT33ID9/FMZ++8awgn6plV+0daohZgKE87mtFZl9IcWcKyhhuJ6c0IZPr6zqY8/XzaIgvZ2HgNMb0OkClJu4hi30WEogupar6GmG59IfE5jyXf90cSic00tVxFPGGdoNi1qWT67kCWHIRabyQRtX5nktIXR9ptKOpIzODDyazfBKAh3OdjOs9CRD6wnMIdQwRt0yzXrxnEbL8V4lZ5guX6vRLTNh4CD0H4dawsX9XKAXadjQi/hxl8vPOkQR1rwWJ9E2bgwc7yObm3VTJHFAKPdIJqucSKj9B37A6F1aEQ/bJzHan4iPWkMvds4xGuC8E2sefDrEc94j8fE7FmzRpGjhyJLHdaHwzDOpmRJIkNGzbQp0+fn3U7fojOuud5njzlth4Y3KP/SpmmyaJv1/PEPR+zo6olGR+hYGgSuk2ycoRTZXPJwjnZgsO7OoS7RUYkp7s5hDtcw99XNtc1VzjpHJaSLmIrQoKUq9eKkOh0CyuSiUOVkqVIVuFcmu0fu4UVIcixu2hP+JOuLhObkChwpuFPtHbJxDQpdmaiCJ2GaKfbzSlrlDhziOrtNMXqUvPtkp1erhJMIlSHK7qVD5U4ysjSfATiNdRFO+GuQKLEOZgsWxYRvX63jOE0tZAi50jskkRLdB0NkVV0jVbwqqUUuibglj2E4hXUh2cT7xIVIVDIdIwh2zEBp+QgGFtFc/jb5HfFTjnVvqQ79iJNG4HATzAyh0DkOxJGd5efKhfhtk/DrU1FU4qIx1cSic4iEpmDYbZ2W1aSsnFoU7DbJ6PZJiGZfhKxuSSi85NweJfsUOFGsY1BsY1H0SYgKYMQQkUIlZ+qHhj8793uM/e5k9rKZgZN7MvqZdtBU62/XJuCLEv48r3UN/jxZLtobQ+DXcbAxFAEXredUaNK+WrBRg6YPIBPFm3ApsjkF/rYUtPMeYdN4PHP5mOa8NRvj+GyZ97fzR18x/EHsqWphce/W0iGy8H7l5zKTR9/nYqLeOG0YzjztXdYWVNLsS+NN087gYZQkONefY1gPM4xgwdz54EH8Mrqlfxh5peYwMF9y7nvgIMJxmKc8dFbrGyow2Oz8fTBRzGuoIj6UIDLZn7IvBrLzX/KgBH8Yfw+aLLMW1tWc/vir2mOWnE1x/YZyvWj9ybD7mS7v4Wbl37GdzWW2cUmyRzfZwQXDJxEntND3NB5a9tyHlr3HfUR629FFRIHFQ3ilD5jGZFRiBCCncEWXt+2kI92rqIh2nnBJd+RxsGFQzmkaFgqRqI9HmZuwwZm1a9nbsNGAonOoktVyIzJ7MPYzDKGp/diYFoBqqRgmAZbA7UsScLhla1bCeqdr+uQXVLp6ymgv6eYcm8hpc4cip3ZeFQHuqlTFWroBogrQ3XURZq/FxJ3SELCZ3OTYfOSbvPgUz1k2Dz4bB4ybF68qguHpIGwAGzCiBHSI/jjAdoTAdriAUKJECE9Qjh1i6amd81A/ndLQkIRMpI1XIZ4TCce1y34mrzAaspYkQ4dDt9doG5yFj/U9csu0Q4dbl/D7JL5awh0QyRjHyQMXaAJO308ucwoHsoRvYbhtmn/pt9Sj/6ZfjEYfPkPhMEP9MDgX4V+PhhcjoR1MvJYSz5vVI+l3u8hFlHR4xIONEJxy+Vw84R9qQq38tTaRbhVG6/sfwK/nf8e2wMtTM0r485xv+Gkb59nZ6iVIb58npxyIpctfIWVLTspdPp4aco5vFO5kCc2W82xlw84mN8UjOCypY+xI1RPvj2Dv42+kOpwPbeseZqwHqXcU8JtQ89jddsGHtj0LLppMCZ9KFeWn01FsIIHNz1MSA+To+VwVfnlmCR4dPPdtMSb0CQ7p5SezzDfaD6tfYXvGiyQPcAzmhNKLqMlVsW7O++kNV6LhMI+uWczOv0w1rS9x5z6RzBIkKYWsl/+DWRpfVne9BhrW604Cp+tD1PybsWpZLC68Xaqg5bT2Gvrz4js23AqeVQ030xD0Bri5LINpF/mHbjUMmrb7qYp8DTWyVMOBel/xuvYlzb/o7S1349JBLDh816Gx30RevQrwm1/xEyCU9V+CA7v7xFELMAbm2+9mXKplQ2sjsQMPAyhF7GG+SlJwHsRIvp1EhZ3uH6HIDzXgpSO6b+rM4ZCpCFc52I6DrdK44IvYJXMAdp+4L4IEZuPGXgCOk46lH4WFDYaIfg4dJSfyKXgONmKiAi9RncoPASiMy0XMQAeUEqS0RNJd406AuE633JB/wt5dT3q0X+7fkqB3OjRo3nkkUdS8wYNGsSMGTO+t0Dugw8+YO3azhzLCy+8kOXLlzNv3jwikQibN2/u9prf//73+P1+HnjgAcrLy7HZbD/7dvwzjb/rbuae9mQPDO7Rf70q1lbz2B0fsGJlJaamotsVyyFsk9BtVmSELgsMmwWCdUWAIjAkMJVOCNz18Z7K5rrC4NS8JBTumiv8fRESkgySlHRgCbApAp1khIQwcakysSRIFcLArSqYJP6hW9ir2nAqMm1xf2pehs1BmmqjMdaUcptZMRKZhPRW/ImusRAe8u3ptMbru+ULe5U0ip35xAw/NZGtqfUIJHo5+5Bu89Ae30lDdFvqNRYYHkSWlkNUb6Q6tBS9Cxh2KdmUOEfjUpz4YxXUhpd0A8d2OYNC5yTSbYXoRgP14dkE453rB3CrZeQ4ppBm641h1NISnpUsJO4E15Jw4rNPxGefilstIJZYjz/yHaHoQky6ghOriM6tTcOlTUKRHMSi8wlHZxGNLkx+r+yUIhdjT8Hh8QijKekcno8eW4S5S1wFwoHd8zvs7nN33WV/sHpg8L93u68//QmWz93MyL0GsHR+BbY0J5FIHG+Ol7bWEMPH92bZ8h2U9Mtm644m0nM9NLYGcfns+INRTj9uIs+8N5+MNCcun4NtNc3sPb6cL5dtYnR5EZkZLj5dsoG9hvWhX0nWHt3Bf7/sZE588nU21jVy4OB+3HjIXhz62IupuIgTxwzn2Bdeo7K1jWH5ebx08jHMr6zkvHffwzBNrpoymYvGj+ejTRu44vOPiRsGk4tKeOyQGZiYnPPJOyyo3okmK9wyZR+OHzgUwzS5f9kcHlw+DxMYnJnDo/vMoNSbTkskzN3LZvLqJssg5LPZuWH03hzTdxiSECyq38H9q2cxv94y7dgkmRP7juSCgZPIcbiJ6Qk+q1rHSxWLWda8M/W7HuzL45Q+YzmkeDB2WUU3DRY1buOjnSv5smYtgUTnKIV+nlwOKRrKvvkDKXVlIoQgYegsa9nGrPr1fFe3jqpw98xvTVIYlFbEiIxeDE8vZZivBI/qwDANqsJNbGjfyXr/Tja072Sjv6pb5nBXpatuip3ZFDmzKHFlU+y0bgWOTBQh0RRrpzbcRG2kiZpIU7fp5lj7Htf5zyQLCZfswKXYcSp27JINVVKSbl85Na0mnb9CWANUDAwM07AK2Eyj87FpYmA5fq2bnrpPmNYyVmmcTtzUiRs6cSNOzEwQ0+PEjETKrduh74tt+EfqcP52zfplD47fjvV3c/ym3MHdga+BwOxw/xqChCGBIZOmuhibWcqp/cYwLqekxyD1/1y/FAwecNkPg8Hr/9YDg38V+rl2NL22HIEFg29v7MPH1UNpCniIRxQ8koO2UIw0m4O2WARFSLx40LHcv2o2C+sq6ZeWxd2TD+aUb14moic4d8AETugznONnPkdLLMTU3D7cMfpQzpz7LDuCzQxKK+DZyWfw0tZZPLnZct9eMeA3HFAwlEuXPEZVuJEiRxb3jTqf1lg7v1/1OO2JIMXOHG4feiGVoZ3cu/EpYkacPq4Srh1wAREjxF83PEBjrBGX7OSyfpdQ6Mjj2a0Psilg5dHul3sohxYcx8rWOby18zESZoxsrZDTSq/Bo6bxcfUDbPDPATpjI1pjO/i8+hYCiXoEEqMzT2V05inUhRYzp+5WInozkrAxJusyytOOpib4OSsb/0zcaEWgUJ5+Pn19Z9EY/JSK5puTRSIShd4zKPX9lkh8LVXNVxNNZganOQ4jP/1WMIM0tVxPJDoTAEUpI9N3J5ptKBH/X4gFX8DKBrZjd1+MzXWeBXj9d3YCXm26BXhRrPlR63eN8CE8v8W0H4oIvYQZfLJLRMReCPfvwKixoHDSpYyUjXBfhGmbYgHe8NvWv48EjqPAcToi9hVm8JnOTDplILjOtxzBwWc6YbFcBI6TrIiIrk5heZAVHxGbC3pHQ7gDlN6Q2EwKQstlCNdZ4JiBED1XQHv069OPPe6//vrrnHrqqTz22GNMnDiRJ554gieffJI1a9ZQWlrK9ddfT1VVFS+88AIAW7duZciQIZx//vmce+65zJs3jwsuuIBXX32Vo48+eo//xg+JifhXt+OfacyT17Pg0L/3wOAe/c+ooaaVZ/7yKd98sRrdpmBoCromY9gkCwinnMJWjITlFN5DrvCeyuZEl6iILq7hbhESEtZJ7p4iJKQuWcISqIpATxbOSZKJogj0ZOGcKpvYZJF0nFluYa9NScEKIUx8NhumiCfzh62oiVyHm4geSjnFBCaFjjRMEaMt3gElTHyqi2zNTXOsnmiXHOECe7aVLxzZScQIp36vmbYsChw5hPRmaiPbU/MlZMpc5aSpLtrilTREt6aeE0gUOwaRreWSMJrZGVpKwuyEq3bZS4lzLGlqOqFEFTWhBcSNzqHcstDId44nxz4QmQhNkYW0RJZjdomjUCQPOY5JZNpHY5ME/shiWsLfETc6i6cAHEoZ6Y5ppNnHogiTUHQ+gcgsoh3dDR0/cypSYhou2zgwA0Sic4hEZxONLYUuURYAitIHhzYZuzYJzTYezCb06HwLEMcWYBotOH0PYnMe8f077T9RDwz+9273/Te8yWdvLmLUXgNYMr8Cd5YHvz/CgFGlrF1dxbip5cxfWEFxWRbbqprJSZbI9S3PZcPWevaeUM7CTZW0ByIcvPdgPpyzlhHlhSzZVo0Q8OgVR3P+Q29hmvDk5cfw22c/wB+JdnMH33bMAfQvzOb4x18lYRjce+xvQCIVF/H3c05EUxWOf+F1WiMR9i/vw4NHHsorK1Zy89fWucsDhxzCoQP6M3vHds7/+D1C8TjDcnJ55vCjcKkql3z+IV9utxz+h/Tpz+3T9ydNs/Pdzq1c/u2HNEfCeFQbd009iEN6DwBgSf1Obpz/GetbLZPN2Jwibht/IP3TrSzVeXXbuH/VdyxutICvJiuc0ncU5w2cSJbdBcDqlhperljEB5WriRnW37LP5uDYXiM4ptdIensyAYjocb6r28hHO1cyq34TcaPz777A4WNiTh8mZ/dlXFZv0mwOTNNka6CeOQ0bWdGyjeUt22mLdy+GEwj6enIZ5iuh3JtPH08efdy5uFU7hmlQGWpkQxIOb/ZXUxluoDH6j2GudSxNI0tLI0vzkqV5U4+zNcv1mzATBBIhWmJ+WmLttMT9yWk/zbF2/IkQwUSYUCJCSI/+y3ERv7RkJNAFetxIuX9NWSQviJJ0/QJd4O6ewHE312/XGIgu8Q6pjN9ukQ8SumHNNwyBMGQyVDf7FPTjzAHj6JvWU+j236hfCgYPvOSHweB1D/XA4F+FfgkYfE3tMGbWlNMWcJKIKphx62j4zmGn8NzaJbxXsY4su5MXDjqGM7/+O/XhAIf2Gsh+xWVctcBywF4/Yl/G5hRx2ncvEtbjHFk6jIsGTObU2U/TEgsxKqOEh8efzEtbZ/F0xTcAXDHgEPbNH8ylSx6hNtJCtpbGPSPOQRFw/arHaIy2kq35uH3YhQQTfu5e/wTtiQDpahrXDTifbHs6D2x8iIrgFmQhc3bvM5mQOY4Pql7nq3orW7jcM5gzel1CW7yBF7ffTVu8CU1ycEThuYzwTWVJy4d8nYyNSFNzOaLoejJtBXxX9wCb/FZMQ459APvl34AmuZhb9yeqQ/MAKHBOYELOdShCZWXjn6gNWV9g0myDGJlzG5qczpbm21IuYU0upG/mrfgc46lvu58G/6OAjiQ85Kb9jgzXqYQjn9Dc+gf0JOB1OY8iI+1mMBoJtf0RPekGluRi7N4/oNimQPBBCL2E9SVfBsfxCPelkFiH6b89CVaxGqHdV2GqQyH4cBLMJrAA79HguhgRX2BFQejJK99ykVVMpwyCwP0Q/Sq5ByngOAIcp0L0cwg91wmY1WHgOg8SOyD0dKdTWMoHx4lgNlvxFGbyRE3qBdp4iC+DRAfMUS3Hsb69c71SFsJ5KjhPREi+n7zv96hH/236Kcf9Rx55hLvvvpuamhqGDBnCfffdx7Rp0wAL5G7bto2ZM2emlv/222+54oorWLNmDQUFBVx77bVccMEF37v+/w8weP+3L+TTiV9aMBiQ83pgcI/+NxT0R3jjyW94+5UFREwjGSEhW9nCqhUhoasCU8VyDKsd0RHfUzbXNTZiT7nCuwLifxQhIZlJt7CZLJwDpOQA2F0L53Z1C+8hW1gWkOWwd8mcNHHIMhmag5ZYW2qeJskUOLz4E21EugHgDFyKTH20NlUkJIBeznwcskRtZAeJLu7dPHs+2Vo6/kQDDdFOl58sFHo7++FT3bTFK6mPbunyjgiKHAPItRdiGH6qw0uJ6J2QRRUOil1jyLQVkDBaqAktIJio7fb6bPsQ8h1jccp2/LF11IfnEDdauy2Trg0l2zEFr62QeGIHLeHZSddwJ0iShEaaNg6fYwoe2wB0vYpgdBaByGwSHRFcSSlSNi77ZNzaFJy20RhGJZGIBYdj8e5xFwCq0g97FzgszBYkOR8h/fTjdQ8M/vdu96uPfMUL933G0Il9WblsO+5MN/5AlAn7DGTu7E0MHl7MqvXVONw2AvEEdreNUDxB715ZbK5qwmZT2Hf6AD78bg17j+/Hl8s2IwlB//I8Vm+t5bKjprCxtpGPF61n+pAy+vfK4bHP59M3L5NDxg3kr5/MxuvQeO/K03hz8Soe+mY+aQ47719yKrd++g1frN/MgNxs/n7OiayoruX0V98ipuucNmYEf9h/b277ZibPLl2KTZZ5bMbhTO/dmxV1tZz1/ts0R8KU+dJ54YhjyHd7eHz5Qv6ycA4Jw6DI4+WB/Q5ldF4BtUE/l3zzAYvqrL/vfYrL+OP4feidlkHc0Hlu3WLuWzGbUCKOIiROHzCa84eMJ8fhxjRN5tZt475V37GsqQoAh6xyfJ8RHN9nBOVpFjhujoZ4a9tyXtmymKpQp6O+vzeHAwoHcFDRQPp6shFC0BYL80XNGj6tWsPS5u3dwLCEYEh6IZOy+zApuy9D0wtRJBnTNNkebGBFyw6Wt2xjRct2KkPdLxJ1KM/uo68nlzJPLn3defTx5NLLlY1NVgglIlSGGtkZamRHqJ7KUCOVoQYqQw2EvsdJvCfZJRWP6sStOPAoDtxq8l5x4FI0VEnBlnT6SgJM00hm9Ha6eBPJsjerAE7HwEhNdyzT4QLWU67gXafN5DoNEkYyliLlBE4QNRJE9DgJU0/FMcCuR7rvd9ia1seNBYi7QF72AHu7OX3pWL6L6zf52DAFhm65fiVDIcvmZv/Ccs4aOJZeaRk/+D3o0f9v/WIw+OIfCIMf7oHBvwr9bDC4phwhLBh8XuUEFtb2IhiyI+IKiRgc2WcwIzILmFbci4u+eY91zQ2MzC7gmrFTOe3L10mYBn8cuy9xEty9woK794w/jHS7nYvmvY5umlzQfzIHFPbnvHkv4E9EGJ5ezCPjT+blbbN5JgmErxx4CPvkDeZ3y59iW7AOt2Ln9mFnUuBI5/qVj7IzXE+a6uK2oeeTpjq5Y92jVIZrsEkql/Q9lbEZw3ii4ikWtSwBYEbBYRxReDjLWxfy8vYniBlR0tVMzi67nAxbJq/s+Ctbg9ZQ6FHp05lRcA7NscrdYiPGZBzOZv83fFd3H1EjgCI0JmVfyKC0w9jQ/iZLGx/GMGOokpNRmZfQ1zuD6uAnrG66g7jhR0Klf8bF9Ek7nZbwbDY3/ZGobn2pyHYdTlnGjeh6FVXN1xFO5vna1YEUpN+OQ+1PS9td+IPPYp1MpeHzXo3bdRqJ6GeE2/6EmcznVWxTcaTdgiQUTP89Vh4vWIVxrgswnacgwm9jBv4GHcP/1DEIz9XJiIi/WDAXQDjAeSY4T0VEP8UMPNKZ7av0RbgvxxTZEHwIYrOTe5ICjiMtyBv9xILSHZBXGQKuMy0YHHyq08Es5VjLE7HiIzp+LpEN9mkQ3wiJjgIVAXI5mI2dUFk4wXEMwnkGQin6yX8DPerRf4v+V06mf+7tOOObE3l6wOIkDJaQ83Yvx+tRj/6bpesG3360guf/9jk1jUEMu5KCwt3K5pQfkCvcJU84lSvcJULC7HARJyMkupXMJfODkbtESHxv4Zx1Ni0lH1tlSZZbWOviFpaEiU/rzBYGE7cqY1dElzxMk3SbHZsE7YlAap5PtZOhOWiKNabKmARQ6sxCEgnqo515vIqQ6e3KRxEGtZHt3ZrnixxFZGhe2mJ1NMY6y9hkodDLWU66zUV7fCd1ke4FcrlaXwqdvZDMCNXh5QQTnRBWQibPMZR8RzkSMerDy2iOdj82uZR8Cp0TSbcVkjAaaAjPoT3W3eVrkzPIcUwmyz4aVQj80UU0h78jptfuslwu6Y4ppGmTcao5RGLLCURnEYwuwDS7x0TYlF64tSm47VNwqENIJNYTic4lHJ1LPL5mt/1PVfqT5rkIt+u43Z77ofpf+fz6sfpPbfc37y/j7qtepc+QQjZvrkdz24nEdaYdOISZ36zH7bETwSQaSyC5FOIJA1OTUBSJnEIfldUtnHL0eJ7/cCEuh43ikkzWbK1lvwn9+WzpRvLSPTxw6QyOv/NlDNPk8cuO5srnPsQfiXLXKQfz7OwlrKmqZ0p5Lx48/TBOeOJ11tXUs8+AMm4+fN9UXMSJY4Zx08H78Mn6jVz+7scA3LDvdE4bM4KL3v+ALysqkIXg9gMO4Jghg6lobuK0996iOuAnz+XmhSOOoV9GJsvqarjsiw+p9LchC8GV46Zw4chx6KbB/Uvn8viqBcQNA1WSOGfIWC4dMRGXaqMq0MYti77k80prRKRNkjm+33DOGzyOYrcP0zT5rnYLD6yaxYrmzmPDyMxCju8zgkNKBuJUbOimwcyaTbyyZQnz6reS6FIO19udyUFFAzmwcAAD0/IQQhBKxFjStJ25DZuZW1/BlkD3CzhuRWNoehGDfQUMTitgSHohuXYvQggao35WtmxnVWslm/21bPHXUf89zl8JQZbdS77DR57dR76j45ZOvsNHrj2NqJGgMdpGQ7SNxmh78r6Nhmg7Tcn7XYvr/qtkArrA1E0L2ork557ohLndIh5SVCkJkLs5f3cpeDOENS7GlDoBsQm6IYEJhi4hDEGa4mR6fh8uHDqB8qQDvUf/m/rFYPBFPxAGP9IDg38V+vlgcD+EEBimwYkVe7G6vohIWMWIKXgVO70cGaxqqKNXmo+HDjiUEz95nfZYlJMHDKdfRia3LPoSRUi8vP8JfFmzkWc2LEQWgsenHktD1M/vl34IwE0jDmZEZgHnzXuB9niYIb5CHh1/Cq9sn82zFTMBuHrgoRxcOIIbVjzHyrat2CSF3w8+kRG+Mv6w+nE2+itxyBo3Dz6Hck8R9296liUtqwE4rug3HF10EG9XvctHNZ8AMCxtKOeXnYM/0cqTW+6jIVqLIhSOLT6DCZnT+Lr+bb6qexMTg0xbHieW/JYsLa9bbEQ/9wQOKrgETJ2va+9kZ2gpACWu8eyTdw1xo415dbcni0Qg1zGSCTk3YJM0VjTcQn3YyuBNsw1iWPYf8Ki92N76AFXtzwEGipRG7/TryXEdQUvoVera7kRPFo74nMeS57sBQ6+iqeV3xOLWtipKHzLSbsZum0g0+AjRwONAFFDQXGegeS5HJDZitt8JCes1SAUIz1WYtsmWSzf4QvI1gLYvwn0FmAErIiK+zJovvAjXWZiOYxHhdzGDT3QCW2UIwnMFJk7LXbwbFD4eIh92d/4qfcF5lvU4+FRn0ZxIB+dxIDQLCqdKUrxg38daLragc6eVS8GMWxnE1gywH2RBYdvwH/kX0KMe/ffof+Vk+ufejpsWHcQfiyqszzI0lLxV//xFPerRf6k2r9nJU/d8zLJlOzD2lCusCHRFYKikpr8vV7hrhEQqSqID/n5fhERXt7CE5QZOuYi7F87JHa/pcAsrEoku2cJOVSZhxrGiF000RaDJJCMjrGUy7HZiRpR4snROALkON1E93M0ZnGf3YJcFjbFO15xNkilxZhHVA7TEO3M4NUmltysfzCg1kR3dhjMXO4rJ0Ly0xmp3A8O9neWk2zwEE7VUhzdYGcpJZdqKKXaWYxMG9ZG1tMS2dXvfMrU+FDmHY5cUWqObqA0vxjA7c38V4SDfOY4c+xBUSac1spyG8Hx0s+sQcYl0bRjZjsmk2UpJ6FW0hmfTFl2IYXZ19wnctsFJODwORYJgdAHByGxCseV0dRiDwK4Owq1NxmWfjF3tRzy+mkh0LpHoXOJxK3ItM/0veFwn/YM98x/rf+Xz68fqP7Xd65Zt58rjHiYrL42G1hCmJIEqM35qOUuX7yAaTdBnSAGbNtWR1yuDnTWtOH12guEYhxw0jPe/WsWYoSVsa2qlrsnPIfsM4f3ZaxjUO5faYJCG1iDXnLA3qytr+XDhOqYM7s2g3rk89vl8+uRlcs9ph3Dsgy8TS+jcdOS+jOhVwDGPvUxcN7jjqANxOzUuef19TOCKvSdzwdRxPDl/MXd/MwsBPHjUoezdt4zrPvuM99ZZF1GumDyJi8ePpzYY4LR3/87mlmZ8djvPHHYkI/MKaI9GufG7L/hgs7X85MIS/rrvb8h1ualobeKWBV/z7U4rAibX6eb6sdM5os8ghBDMrNrC31bOYWmDZdiRhWBG78FcNGQCfX1ZmKbJrNqtvFqxlK+rNqdgr1uxcWjpII7vM5Kh6RbobY2F+bpmI5/tXMfs+i3dHMDFrnQOLBzA1Nw+jMgowqFYpYy14TbmNVQwp34z8xu20BbvjLfpUKbm7gaHB6Xlk6m5k67jEFsCdWz211Hhr6UiOd21mO77lKY68dmcyXtX6nHXaadsw8RMFsPpxE0r2ieqxwnpUQKJMGE9RtxIEDOsbN5ol+lYctrohmzMJGhNjvswTQxMJARCCCRrGAqio6wNrMzgpEs4bhjEDZ2oHiesx4kbRpc1d7h4O7RnF/CeQC+7At9dMn67un5NU1jLGwLDAHSBXdgYmVnIeUPGMb2orCfj91emXwoGD/qBMHhtDwz+dehnh8GGwSEbDmZLYw7xiIIZkxjsy2NtfeeVyunFvTht2AjO/uJtTODOyQcyr347729bS7bDxfu/OZ17V87k3e2rscsKL+59EnMbtvC3td9aH+wTjqXEnca5816gNRZiYFo+j084lVe2zea5LVaz/e8GHcaMojHcuuYVZjWsRiC4vHwGB+WP5pY1T7O8dROqkLm037HslzeOl7a/w/vVVmTBxMxRXNr3NBY2L+T5bS8RN+Nk2DK4uO8FFDryeXHbY6xqs5zDkzL35pji06kKb+a1HQ/QGm9EFgoH5p3I5MxDWdb6MV/VPolBAofs5YC8CxnoncrK1reZ3/AEuhnHLnvZK/dqerknsaH17yxrehTdjCALjRGZ59M/7TiqAh+wpukeEmYAEPTyHs+A9EuIJLazqekGgjHrS3aafQJ9M2/FJvmobbuDluCrAEjCS27a1WS4TiYYeoOW9rswks5YuzadDN8tyMJOuP1WEhHL2StEGprnEmzO0xDRzzH9f+0saFOHIjzXg1yEGXgIwm9hnRQIsM8A92WIxBrLQdyRGyx8CNfZmPYZFtwNPQsdJyfqMITrYkzhSULhOcm9RUlmCh9vRUqEXgQzWfQiF1lQGAlCT3VGUWC3QLJcaP1c+tbO+do+QNwqmyM5zFPKBuHushxW2ZzzNLAfgBD/vMiqRz36b9L/ysn0z70dT66ayNnZHQAoHSlvwT9cvkc9+l9QW3OQVx75ko/eWUpUCAxNRtcUq1zOloyQSELhDsfwj42QSLmF91A8h2AXMGwBZDoK5zrm78kt3CVbmGSWsFOViXWBwF6bSsyIpl6jSpBht3dzBmuSRJbmoi3RlnIGS0CR04dOpFu+sFuxU+BIJ5BopT3eOZzbJdspdeaSMEPURXZ2A8MljhLSNc9uYFhCotTVjyybj4jexM7QWowuObxeNZtS5xCcskJrbCt14TXdwLFVQGflDEcSdVSH5hHWG7u9v5naQAqc43Gr6UQTlTSE5uCPd3cm2+QMsh2TyLKPxS7bCURX0BqeTTDe3YEsCTtp2lh8jsl4tRGYRhPB6FwCkdm75Q2DnCyjm4zLPgm73IdYfBmaNg5FzvmevfGf63/l8+vH6j+13c0Nfk6e9CeEJNB8TkKROKgKfcrzsPucrFq+g9GT+7Jo8VZK++WwZUcjuUU+ahraOfmY8bzw3kIkSXD4wcN568sVTBzRm7nrtmOYJucePYnHPphHltfJQ789ihPvehndMHns0qO46vmP8Eei3HvaIdT6A9z14bc4VIW3fnsqn63ZyH1fzsFj13j/klP5YsNmbvt0JgC3H34ARw0fxM2ffc0ry1aiKTIvnngMwwvzuXfWbB5ftAiAE4YN5ZZ998UfjXLWB++wvK4Gh6Lwh6l7c8LgoQC8uX41N83+inAiQYbdwV/2OZi9S8swTZOvKyu4Zf7XbPe3AjA6p5BbJu7L0Kw8TNNkft0OHlk1j1k12wDrEHdgSTkXD53E0Mw8ABrCAd7etorXK5azPdCS+p0P9OUk3cKDyNCcAATiUb6p2cinVev4rraCqNF5nFCFxNCMAsZmlTI2q4RRmcW4VQ3dNNjQVsua1mrWtFaxprWaTf761DGuqzyKnRJ3BiWuDEpcmZS6MilxZVDqzsSr2GmOB6kNt1ITbqEmeW89bqU23ErwR0REfJ8kBJqsoggJIUQX7GpNd8BQAeimQczQiRmJPW7PvywDkh8rmEJYn127Ql5IlbvRxQm8p5I3o2Nd1rAYTENgJv8N05CQDZkCexrHlQ/lzCGjcdt6Om1+7frFYPCFPxAGP9oDg38V+rlhsG7o7L36CGqa00mEFTJVN03+MDZJ5sZJe3Hn/O+IJBJcOHIcDk3hL0tnY5NkXjzoWG5a9AUbWhsYkJ7NS/ufwDULPuTbmgrSbHZe2+cUXtyyiNe3LsUmyTwx+USy7E7Onfs8zbEg/b15FhDePpsXtnwHwAX99uP0sun8beN7vFtl5fKe2msfTuu1L/esf5lZjVYL7OEFUzm/zxF827CAJ7a8SsLUU8VyQd3PQ5sepS5ahyxkTig+ln1z9uHL+g/5qPpNTEyKnb05vddFeBQvb1c9xuo2K4e3n3s4xxVfQlhv5cPqv1AXsfLiBnincGDexUT0Fr6s+TONUSuDt9y7P5OzLyJhBplfdwe14cUAZNkHMzHnRuyyl7XN91IVsIY/aXImgzKvJt+5PzX+59ne+gCGGUGgUOA9jZK0S4glNlPd8vsu0RGDKEj/Mw61P63tD9AeeBILisp4XKfi816NEV9FuP02jOQXeyEX4PBcjWI/GBF6Mens7SiMm45w/xaEA9N/P0Q/Te4RKjhPAtf5iNj8ZG5wErZKGQjXuZj2Ay1nceg1UiVwykCraE5k7gKFZbAfAo4TEfFFmKHnwEi6c6QcK45CyrBgcYeLGQm0A0EdCpGPu8wHbBNByoTorE6XMm5Q8iGxjU5QnINwnmTlJsuZP+ZPokc9+n+r/5WT6Z97Oz5ZP4wDfcljkdQLKefzf3mdPerRf4sScZ2v3lvCS49+TV1TCMOhYNjkpFP4h0dIdLiFU9ERHYB4V7dw0u2bipPYU+Hc97iF95Qt3LWATgjQZIEkGSlQrEgWGN41RsKhSAT0cGqeR7Hhtak0x9pS82xCotDpI6i3E+qybJriIs/hpTXWRFDvgMvgVVwUO7NJGEFq9wCGMzQv7fF66qKV3d6DYkcZufYc4kYrO0NrSHRx6dolN73cw/EpHkKJWqpCy7oV0CnCTpFzFDlabwQR6sJLaYqu7bZ+TfZR4JxAtn0gCjGaIotpDC/YxTUMabaBZDsn4bMNQpittEbm0RqeS9zoDppVKROfYxI++yQ8tv7E9a0EInMIRucQS2zvtqxAxamNItN9JmnOQ3fd/X6w/lc+v36s/lPbbZomRwy9kVg0QUF5Hjsrm8CmYtMUDjtpAm++PJ8R43uzdPkOsvO81LYESM9209QeYuqEfjT4g6zZWMMJM8bw8qdLsKkygwcWsnh9JefOmMB7C9dR09TOFcdMY1NtI+8vWMvkQb0YXJaXcge/eeUpnPP0WyzaspMRpfk8c+4xnPbMm6zcWcvUfr14/NQj+OvXc3hiziJkIXj0hBlM7lPKRW+9zzebt5LucPDmaSdQmuHjhWXLuPXrbzCBfcvKeODQQzBMk0s+/ZCZ263zlH16lXHnvgeQ7XSxuaWJS7/4kHVNlqnpjKGjuHLsZLyaRlRP8PTqxTy4fB6hRBwBnNh/OFePnkqmw4K4KxpreGT1PD7b0dlBMDW/N+cMGsuU/F7IkoRpmiyo38EbW5bzSeX6VJGcJAQjMgvZO78Pexf0ZYAvByEEwUSM72o382X1BhY0bKc+4u/2nkkIBqXnMS6rlDFZJQz25ZHnsKIhInrcAsRt1axpqWJNWzVb/I3/sKTNo9opdmaQbXeTqXXcXGRqbrLsbjJsLjRZJpyI0RYP0RYP0Rrreh+kLWZNBxIRokaciG65gSN6PHmh7ueTImQUIaFKCqokIwupAyejmya6YYHkqKET0eMpoNsV9Frq7sTt6v7tlvlLJ/ilw0mcXMYwhQWWTQv6mjpgCJzCxtjsYi4bM4kxeYU/6/b36H9DvxQMHnzBD4PBax7rgcG/Cv3cMDiu60xcdhwtrR6MqAxxCWEK7tv3NxxZPoj3Nq3j8i+tMra/7XcIH2xbx+c7NpPv8vDYvjM455u3aIwEGZ1dyON7HckFs99iWVMVeQ4Pr+5zKnes+oyvajZik+SUQ/jsuc/TFA3Q15PDkxNP4/Xtc1MO4cOLRnPdoBm8uuNbntpigcqD88dwVf+jeHPn17ywrSMKog83DjqTqnAN92x4An8iaBXLDbyAQkcOT299jkXNFpwdkz6as3ufwfbQZp7b+jAhPYAqbBxRdBJTMvdlcctXfFD9LHEzhltJ49iii+nrGcbchteY2/g6BjpOOY2D8i+hr2ccixqfY1nza5gY2GUvk7IvpNxzABX+D1jS+DfiRhBJqAxNP5MhGafRFFnMqsY/E4xbX7SzHOMZmnkDspDY0nwbzWErP1mVMihNv5Jc11G0hF7vFh2R5jicPN+1CExa2v5EKGwBZiG8+LxX4HGdTiLyIWH/vZi65WKRlAE4vNcjK0Oskrnw30kNEdQORLgvA8KY/nshWUyHcILzZHCejojNtVzE+g7rOSkb4Tof074fhF6G0CudkFnph3BdiCnlQvDRLvERgDYdnKdDogKCT3e6lUWa5SBWB1mO4Niszteo40GbBrHFEJtJasCP3A/UgVakhd5xUiaBUgZ6I5itHSsA+6EI12kIdfCP+tvoUY/+v+l/5WT6596OJRX9GelKHhuUCUhZL/zL6+xRj/4btXVDLc/d/xkL5m1CVxUMTUFPZQsLTNUCwnoyQsKCwmBIApQubuGuMLiLWzjlCu4aG7EHt7DZBQR3dQuLjvl7cAsLKRkj8Q9K5+yKwNYlRkIIk3RNwyBB1IillsvQHCjC7OYidskquQ4P7fHWbvESmTYPWZqL5lgDYb1zaHYHGI4bQWoj3eFvkaOYLM1HINFETWRrt+fytBKKnIWYZoiq8BrCXQrmZKFS6hxKtpaHbrRTHV5GMNEd1ObYB1DkGI4mq7THKqgJLSRudAJrgUSWfTD5znF4lAwiiUoawnNpj3V3AyvCRaZjHNn2CbhteUTjW2mNzKEtshDD7D4E3aH0Is0+EZ9jIi6llGhibQoOx3Ur0qsg/Q4y3ad+3673T/W/8vn1Y/Wf3O7zDryXyi31lI/pzfrVO7H7nETCcc654gCeePhrCorS2dnQDgJ0m4SQrdEEDrvKGSdP5qEXvqW8dw5RyWDLziYO3XsI781ZQ6/8DE7+zRhuffELfG4Hj11xNCfebbmDH7n4SH734sf4I1HuPOVgRvQu4Ij7XiQYjXHFwVPYe1AZRz1qxUfcOmM/jhk9hOve+4x3V67DoSq8cNqx9M3O5OSX32B1bT290n28fMqx5LjdfLZpE1d8/DHRhM6I/DyeOOII0h0Onlm+hHvmziZm6GQ6HNy+zwEcUNaXSOL/2DvvOCfq/P8/ZyaTur33AsvSlt57b9I7iCh2LKen59lOTz3bWU69U7EriFIEpEoV6b33zrLLsrtsr+mZ+f0x2WwW8A49PP353dfjkUeS+cxMZpJPMvN55jWvt5u/79zEzCNa/F2Y0cQfO3RlctOWyJJEfnUlr+7ZxJJz2p8vZp3M+PQW3NG8HSlBoQCcLivkg6M7WZZ5HI8XN0SZAhiR2pRRqc1pHhatRUM4bCzNOsqizMMcK71c53OIMQXSJy6NPnFpdI1OwaSTUVWVi9Wl7CnKZk9RNrsLs8ixll31GQbKBhoFRZEeFKndB2v3YQYzdo+LnOpSsqqLya4uJqu6hOyqYrKrS7hsv3aG8LWkE0RMOj1mSY9Zp91MNY+993pRhyjUOn0FX3G12kJuHrTYBpfHjdvrAHYpNbES2r1DcWP1uLC5XFR7nNg9Tr8t+YlxCjWwFs0FfCXorQXEfjnANcAXLwhWaqepNQDYC34FRSRMNjOiQVP+0L4z4WbLT9u+ev2f1C8Gg++9Thj8UT0M/j+hGw2Dq1weOu2ZgrXChODSgVvg4fZdMAo65hw7zPS2HcmqLOXjQ3sx6XTMHj6eP29dyfnyUjrHJvJspz7cvG4uFU4HPeNSeaPrUG7d+DVnK4ppGBTO7N6Tef7gKtbnnUYniPyj42gaB0dy1/ZZFDoqaRAQyaddb2Pj5WO8eXw5Ciodw9N4rc3NbCw8zD9OLsKjKnQKb8LfWkzlYOlpXj85G6vHQZQhlL82v4NA2cSrJz4gx5aHLOiYljKWgdE9WF+4gbnZ8/GoHqINUTyQdh/BcgBfZX3EqUrNddosqBVTku/B5qlkbvbb5Ns18Nk1/CYGx95MiSOHFbn/oNCR5Z2/FwNi7qPSdYmNl/9BsUO7dC/O1JreMY+iFw3sKnidnGoNhgbrU+gQ+ShRptacK5vJmbJPUFQHIjINQ26nUchdlNt3cb70FWzeywAt+mY0DHsWi9zQGx0xD+0wJxMWMI2ooIdwuU5QWv6cX55wKqFBT2AyDsBp/RJH5XuoXgetpO+MKehpJDFMc/zal4M3qQ/jcISAP4AnRysmV+PGFUxgutkLhbeiVs+ojXUQoxAst6MaBmkQ1/qlXxREila4TtcQrJ+DfQ3UXCIpt/FmB5dD9SfgqXGhaOAWQ28tWsK+Emouu9Q1AsNNGkC2L8OXQyyEgb6TlivsOljbscVYtJFsbYVw5LYI5ilgHFQfIVGv/y/1exlM3+j9OJeVTmrNlXnGiYghL/7X66xXvf5/lt3qZPmc7XzzxVbKbE4Ug+wrOKfoBRSdqAFhb5SEqvM6hyVByw/WASJ4aty//6bgnD8Y/s9uYdDAsIroX4BOVLV84Rr3sNdNrGhDeyRRwSRLOBUtN1gUVAJkHR5cPgexKKiEG03YFZsPKAtAtNGCS3XUcRYHyQYiDRZKXSXeaAptepQhmDC9mWJnwTXBsFuxkm+/WMeNF2OMI9oYjt1TTq7tHIpfHESwLoLUgIbIgocC+xnKXHl1PqdoQxqJ5jR0gkKR/SSFjrqRDWYpnCRLB0L00Xg8ZeTb9lDmrBsVYZBCiTN3IsrYHJ3gocxxiELrdpxKaZ35TLo4Ik2diTB2wCCaqHIeosy+jUrHYfDbZgCLvikhxi4EG7pglqOxOfcTYOyLXhf3H3rej+v3cvz6qfo19/vZuz5j76ZTtOjeiMN7LxCXFs2liyXccncvvpylXcEXmRTK5csVBEYFUFpuJTw2iKKSKv54bz/embkBj6IyfmQ75q3eT+smCRy9mI/D5WHWX2/mqc9XcbGgjAdHdeNiSTmLdxylc5Mk2qTH8/7qHYQGmPj2z1PZfOoCzyxYi04S+eYPN7P9fDavr96MxaBnyQO3EB0UwPR5S9l6LotQs4m5t08kwKBn/JfzuFReQWxQIB+PH0mTqEj2XrrEPUuWUG53kBIawhdjxpAUEsLJokIeWbuKk14n8IRmGTzbow8Bej0bss7z4vaNnC/TrkxsEBzK4517Mig1DUEQ2JOfw/M713O0WIO4AjAgKY07M9rTKSYRQRDIrizj0+O7WZZ5nDJnrbO/UXAEoxo0Z2RqMxICggHIra5gY95ZNuaeY9vlTOye2mgIg6Sjc1QynaKSaBkWS0ZYLIGydgKTZy1nb1E2u4uy2V98kczK4jqF6PwVaQygYWAECZYQok2BxJqCiTEFEmMKItYchIRAjq2MS9ZSih1VFNmrKHZUU+yo8t60x1Xu/z4m4kaoxhGsE0REQSvG5lYU7B43TkWpjXL4N1nAqjcDomYe/8dam1B77xcngSKCAqJHJNESwm0ZrZnasi16SfrfvQH1+t3oF4XB+v8Ag531MPj/jG5ER1PsWVA2AIAcG/TdfQuuKgM4RfolNSSvvJKTxZpjQRQEPhk6ki+O7mdLThaJgcG8M+Ampq75hmqXizubt2dow8bcsm4eNreLoclNeKpdbyaun02+rZLW4XF83msiLxxcxYqLxxAReKX9cNqFJ3Dn9plctleQYgnn067TOF2Zy9MH52L3uEgLjOHtdreSWZ3HX4/MxqG4aBKUyMstbsPmsfH8sc+4ZCvEIMr8MX0SncOb8c8zM9lbqhUQ6hTWivsa3kKB4zLvn/2AYmcJsqDjluSb6RHRnS1F61h6aR5u1YVFCmBy8l00C2rFqrzZbC/W3MehchRjEqaTamnKtqI57CjSis5ZdKEMiX2IBgHtOFy6kD1FM3GrDkRBpl3YFNqETuKidRN7Ct/G4dFOypMsvWkX+RACCkeLXqHApsFisy6BZuGPEWXqTn7VHLJK/4nHC1YjzENJDXsCVSklv+xlqhybvZ9JMFFBDxIWcCtW2zJKy19FUbSTIFluTmjQExj17XFUzcBR/QU1BeNk400YAx9BRNKgsC8iQtJyfi33awXoqt71i2gwgnmSFwpvQa2aUdfZa74FTKMR7N+hVn9R68wV4xAs01DljmCb580o9g68agrKCRYtJsK1t7Zz6ruCaSS4ToDtG3wZxUIwmEZokNq2rHYbkEHfDQQJHNvwxVdgBinGC5y9bmghFMzjEEwTEXRJP/FbU696/Xr6vQymb/R+5F9MI0rWCo1geRIx8I7/ep31qtfvQaqqcuJAFp+9tZqjR3NQ9N6Cc7J4DbewgCqDx5cpfEW28BUF59Q6N7UuIPa5iWuhcJ1sYRHwFaPTis3xI0Xnro6RAFFUa/OGBZVgQ90YiZp84Up3dU1pIiQg2hSIzWOt4wwO1ZsI1RspcRZ7IbI2/cfAcKDOQpI5CkW1kWfLrgN/I/VRxJmicWPlkvUsLr8CcWbJQgNLY8w6mQpnDnn2M3U+q0BdBCmWFgRIJqrdl7hkPVgnTkJER6y5BbHG5uhFKHWcIt+6F/cVURFhhibEmjoRaojB5SmgyLabEvsBVL9MYxC8kRJdCDO0QFQdVDj2UmbfgdV1us76BHQEGloSFzSNSMtN/6nL/ah+L8evn6pfc7/ff34xK77eQcvujTi09wINmydw9uxlOvdI52JeORezi2nZMZWDh7JJahRJZnYxrdsls//oRdq3TkY0SOzYn8mYIa1Z8MMhBAG6tG/IlkPnmTywLU0aRPPM56sJMhv4+LHx3PzaHNyKwscPjeX1pZs4nVdEj6apvHvnCB6evYIfjp8jPTaCOfdP5K5Zi9mfnUtKeChf3TUBo17HrV8u5GjuZRJCgph3xySsLhf3fLOE8yWlWPQy74wcSu+0VM4WF3PHt4u5VFFBuNnMp6NH0TImBofHzds7t/Px/j2oQGJQMG8NGEL7uHhcHg/zThzhnT3bKLZr3+cOMfE83bU3baJjUVWVbblZfHp0Lxtyzvvew4zwaO7MaM+w1CboJQmnx8Om3PMsOX+MdRfP+KIhADpGJzI6tTkDEhsRYdJcpHa3i50F2WzMO8uG3LPkVJfX+YwEoGFQOC3D4mgVHkfLsFgah0RhkHQ4FQ+ZlUWcqSjkdHmBdl9RyMXqun/0XEsWnZ4YUxBRxkCC9AYCZSMBOgOBsvY4UDYQIBswSDrN2asoOBU3LtWNw+PB5S0A5/C4cCgenB4XHrWmgJzmBHZ7l/M9VhUUVcsFrpnHpXi0jGCP4iv0VulyYnO7rgiZ+A+uYKUWAF8L9kKt4/dK+KsdKgRQvPN6C71JikTDwDDua9eRkU2aIonif3xf61Wv/6RfCgZn3H19MPjoJ/Uw+P+EbkRHc5f9A9H+EQArS/U8uGcyqk1PvCmI/IoqVBVCjEYyIqPZejGLQL2BWSPH8vD6FWRXlNM9IZnJzVtw/4ZlALzRYwixAQHc8cMCXIrCpLRW3NGsPZN/+Ioyp42esQ2Y0W0sLx5azcILBwF4rvUQesY04M7tM8mzlZNoDuOjLlOpctt4ZN+XFDsqiTAE8k6723Dj4slDn1PushIqB/BcxhTSg+J47cRX7C7RLvEZl9CH21OHsTp/E7OzFuNWPUToQ3kk/Q4SzNF8fO4zDpVrObxdwjszNflmKlylfHlhBjk2zaHaObwXYxOmkm09xbc5H1Lm0oB4u9A+DI29jTJXLisu/YNip3bZYLOg3vSLvgtFdbC54B2yq3cDEKpPplf0o0QYUjlU8gmnyhah4kESDDQPnUqzkCkU2rZyrPg17J4CAMKN7WkW/ifMuhiySt8hv0pzA4uCkYSgu0kIvgurcy/5ZS9h91Z4lqV4ooMfJ8g4gMrqTymv/BDVC5IN+vaEBD2FQU7BXvEmTttCao6asnEYxsCHEfGgVv3TW5wNtNzgCWC+E8FzTouIcB3ytunBPNELhXehVn8Cngtak2DS4h7MkxAcP6BWfwbeYncIgRpMNgwBxyqwzgXVe9mjGIVgnoIqZ2iw2L4GH7jVpYFpMqgOsM2tGwmh7wtyYy0/2H24tmNLjbW4CPcRv+J0gJQCSplfhASg745gngSGPgiC/G++LfWq16+v38tg+kbvR3lOAwJ1Ou1J8GeIph7/9TrrVa/fmyrLrSyetZWl83ZRYXf9uFtYL+CRtGxh9ee4ha/IFq4TKVEHCnOFW9gvRkLQYiP+U4yESRbxqG7vWY2KLKoE6HXYPLWw16QTCdTLVLqrfdNkQSDKGECVp6qOMzhCbyFIr78mGA7Vmyh1FmH11MJXs2QgyRyDiIt8ezZutRa4BuqCSbYkIgpu8mznsXpq80F1gkyKpTFh+kCcnlJyrMdw+eUMy4KBZHMrIozRqEoVebbDlLv8zmeAIDmWRHM7guVI3EoZ+ba9lDrqglxZDCDG1I4YUxuMooFq91kKrduvKkQnCgbCjG2JNHUiWN8YVSmi3L6LMvsO7G7tvCst/EViAyf/x372Y/q9HL9+qn7N/V74yUY+e30lzTqkcuxIDilNYsnMLCIw2ETnvs1Y890h2nZpwN79WSSkhpOVW0rrlonsP3UJURT4wz39eOuz9cRFBxMSGcCRM7mM6NeCxVuOYtTrWPj323ngn99yPq+Ee4Z1pqCyim+3H6VjeiKPT+jNpLfm4HR7eHpMHwa0TmfUW19SUm3j7j4dmNSlFTd/Mp+88kqaxkYx645xOD0eJn0+j+zScprFRDH7tnF4FJUHF69gZ9ZFREHgmf69mdq+NQVVVdz57WKOFxZi0ul4omdPprRuhSgI7LqUw5/WreJSZQWiIDC9XUce7tgFvSRR6XTw0YE9fHp4L3a39n0dltaYxzv1ICkoBICzZcV8fmwvi84c87l6o80B3Nq0DZMbt/LlClc47azOOsXizGPszM+uAzebhETSJTaZrjHJdIxOJFhvRFVVzlQUsTnvPIeKL3GoOI9L1rpwGEAvSjQJiaJBUDjJAaEkBYR670MIM5ixelycrSjkXGUR+dYK8m0V5Nm0+3xrBeUu+1Xr/C1KREAv6ZDQ8pcdbg+uGif0FaD3mg7gOm7f2ufUZAAraMNJVQQPSIpAWmA4D3bszLDGjRHr4W+9fgH9UjC4xV3XB4OPfFoPg2+4ZsyYwRtvvEFeXh7NmzfnnXfeoUePHx9sbtq0iUcffZRjx44RFxfH448/zvTp0+vMs2jRIp599lnOnTtHw4YNefnllxk9evR1b9ON6Gj2/AHoyUJVVZ642JgFR7qjc8l4XCoCAiMbN+XZHr0J0Ou5ZfEC9ublkhoSyuv9BzJ1xUJsbjd3t2qPrBd5/9BOREHg3d7DkSR4YPNSFFXl3uadGJiUxq0b52L3uOkd25B/dR3N28c28OU5DZo+ntGPIYlNuXP7TC5ZywjRm3m7w0QSzCE8vHcm56sKMEl6Xm09mdTACJ45PIuzVXmICNyTNoQJiT358sIq5l/8HoB2oY15sumtFDqKeev0Z+TbCxERmZg4lJHxA1ibv5aFOYtRUAiRQ7gj9TaaBzXju7yFrL+8AhWVcH0kt6bcR7wpiTX5c9hRvBoVlUBdCCPj76JJYFu2FH7FruJvUVEwiGZ6RN5C29BhnK/azNaC97B53cBNg4fSJfIebO5C9hT+g8u2/QBYdLG0j3yYWFN7zpZ/zvny2SjewUB8wFCahD2E4inlXMmLVDi0KrqyGE5iyAPEBIyjwvYdl8tf9+W5GeUMYkOewSQ3o7zqAyqrPkX1ukqMhp6EBj+JTjBhr3wHl/07Xz+QjUM1KKzaUaveAecOb4tOc+Ga70JQ8r1QeH/NUmAap0FhzynUqo/AfdyvbSSYpyK4DqNWf15bhK4mCsI0EcG1F9U6C7xuZjBor2cYrOUG2xbgyyIWQjXXspQKjpXg3F7bkaV0MPQFJRfsq4EaJ04AGDqBUl7XdSyEgBjszUD2/nSIUWAaj2CegCDFXvd3qF71+l/q9zKYvtH7Yb3UEGPN5XzhaxDl1P96nfWq1+9Vqqpy6vBFZv1zHQf2Z+LR+2UL63+BbOFrOYe9UPh6i85pMRICKor2vMYxXOMOFlXMurr5wgYdGCURu1+WsEWWMMkSVe4aoKuiF0UijRYqXBV1AHC43kLwNcBwhD6ICEMAZa4iqty1Wb56USbFHIteVLlsv4hDqQUyRtFAiiUVo6Sj0JFNmasQf8UakokzxSEKDvJsJ6h0F9dpjzKkkmBqjFESKXdeINd2GEV1+dpFQSbO1IIYU3MMgkSF8yx51t04lLqgKUCOJ87ckQhDY0SclDoOUmTbicNzZYG5IMKNHYg0dSJQTsLpziHM3AOD7uefH/1ejl8/Vb/mfm9ZdZhXHvqK5MYxXMgqJjwykEqnB4fdxS339eXLzzaT1iSG05mFGM0y1R4PQYFGEhtGcuTEJe6a0p0vl+3GZncxcVR75qzaR5PUKASDxNHz+Uzo15rWTRN44uPvsBj1fPLYeG55cy5uj8JnfxzPydxCXluyEYNOYt6jU8gsKuXh2csRBYEvp08gJMDELZ/Op6TaRvuUeD65dQwFlVVM/HweJVYbXVOT+OjmUQA8t3o9Cw8fA2Bqu9Y83b8XNpeLPyxfwZYszczTMSGeVwcOJCU0lAqHg79t3sCik9oyTcIjebxrd3onpyIIAnlVlby1ZxsLTx5FBWRR5OZmrZia0Zq0UK3wdIndytcnDzHr+H4Kbdp4RBIEOsUkMjglncHJjYi2BAJaNMSyzOMsv3CCYyV1M4NFQaBFWAxdvXC4fVQCJp1mQCmyV3OkJI9DxbkcKsnlSHEepc66md7+CtDpSfKC4cSAUCKMFkL0JsIMJkIMJkINZoyiRLXHRYG9kgJbJZUuB1VuO1UuB5V+tyq3nUqXA6vbqRVo8zp6Fa/TV1FV770W06CXJGTRexMkJFFEEgRERG+esIAkCN7CbOBSFJweNzaPG6vLid3j/R2tQ22u4QiuAbtcDXy1aX6Q2JvzS03kgxf8ooCkiCSZg5nesSPjMzLqnb/1+p/oF4PBd14nDP6sHgbfUM2fP5+pU6cyY8YMunXrxkcffcSnn37K8ePHSUq6+hLzzMxMMjIyuPvuu7n33nvZtm0b999/P3PnzmXs2LEA7Nixgx49evDiiy8yevRoFi9ezF//+le2bt1Kp06drmu7bkRHs11qikHyoKoqvQ8OIftCAoJbJCEwmKe79SI5KIScinKKqq20T4znjmXfkltVSa+kFMY1b86D61YA8FbfIewsyGb+6SPoBJGP+4+i2FHN4zu0mIU/t+lFy4hopm9diN3jpl1EAp/0GM9nZ3bw4Skts+qBpj2YlNqGh/fM41hZLjpB4q+thjMgtimPH/iaPcXnEBF4vPkIhsW35R+nFrE6bx8APSKb81SziewrOck/Ts3FoTiJMYbzRJNbSA2I5ePz89hcqIHnjKB0Hk6fRomjiE8yPyffrh2we0R04+akSeTaspid9SElziIEBPpFD2NI7GjybJkszPmAQsclAJoHdWJk/F1Uu4tYk/c+eXbNjRFpSGFQ7ANEGhLZUfgxJ8o16GoQA2kfcSvNg0eSU72JfUX/wurW3MCx5o50iHwUWTRwquRdcqq091UU9DQInkrD4Dsot2/hQukbPoeGQZdAcshDRJgHUVz1BYUV76F4nbYWQ1eigh7BKDegvOJfVFbPpiaawWQcRGjwE0iAvfJfuOwrfP1Bi4/4I6JSgVr9gR9wFcAwCCz3IKgVXii8169tIJjvQKAatfojcO7yaxsA5ltBrYTqz8G1p7YD6nuAeSoopVresPuYX1tXME0AzyWwfqVlAmvvChj6aLnCrmNgX0ptfnAQGAdrLmTHWj8XMSC3BjEUnAf8nMECSIna69dkHSN63cLjwNC3Plu4Xr8p/V4G0zd6PxyXGiLXwOCog4ii+b9eZ73q9X9BdpuTVd/s5psvNlNUYfe5hVWDgEcWUeTabGFFElBkLT7CP0ICPzDscwnXAOIr3cI/BoavLDr3b2IkRH83sQCSpMVHqN58YVFUMetEnKqWLywImjtYJ+JzAQuoBOglDJJAtV+8hFEUCTdaqHRV4vK5fFXC9WaC9YarwHCobCHKGESlq5QKt3+hOJFkcxwBOh1FjlyqrmpLJVi2+ArQ+WcQB+lCSbGkYZJ0lLtyyLOdxp+eGMUAki2tCJfDcKsV5NoOUunKx18WXQSJ5g6E6eNQ1SoK7IcotB1GpfaSdgGRcGMzYk0dCdbHoSglFNv3Umzbi1utqrM+oxRNeui9JAeNu/7OdYV+L8evn6pfc7/PHM3hodH/Ijg8gLJqB4IgkNEljcP7LjDl7l7MnrUNvUFCNcrY7S6kABmXy8O027rz+bztNEiOoEFaNGs2H2do3wy+23Ecj6Ly7H2Def6zNVoG8MvT+PPHKzidU8jtgztQ4XCwYOth2jdK4OM/jOP+Txaz/VQWTeIj+erhSTz/7XqW7jtOYngwix6+haziMm77fAFVDid9Gjfgn5OHcfJyIbfOWojV5WJYRhPeGD0YAfh4517e3KjF6/VqmMo7I2/CrJf56uBB3tiyFavLhVGn49Fu3ZjWtg2SKLLq7Gn+smEdpXbte942JpZHO3eja0ISgiBwvKiAV3duZsvFC773rWNsAlOat2Jwg0YYJB0Oj5sV50/yxfF9HCmqC3rbRsUxOCWdIcnpPmdxsd3KzvxstudnsSM/i/MVJXWWkUWRRsERNAmNJD0kksYhkTQOjSTWrIHli9VlHC3JJ6uqlOyqUrIqS8mqKiXfVsn1ShQEQvQmgvVG9KKEXtJ5Qa6IXtShr3ksaYXh3IqCW/HgVhVcNY8VBZeqPXZ43BpAdjmpcjtQfiZ6kQQBCRGXW8Hjo7t1C7xp8gPANU7fmoiHGgewX+yDoAgIHoiQTdzSoi33du2AseaKsXrV63+oXwoGt7zj+mDw4c/rYfANVadOnWjbti0ffPCBb1rTpk0ZNWoUr7766lXzP/HEEyxbtowTJ074pk2fPp1Dhw6xY4fmuJw4cSIVFRWsWrXKN8/gwYMJDQ1l7ty517VdN6KjOS+lo5M0l0ij729BKbMQabDgcSqUO+oGyjeNjOT5/n2ZunQhdrebu9u0R5ZF3t+/C4Ok45tRE/ns+F6WnjuBQZL4fMBYTpRd5uV9GwB4qdMgmoRFcPfmBVS47DQJieKLXpP4Nusgbx3T5rmjUWceatqTZw8tZW2uBganNezKA0368NqxZay4pLlSp6b24P70gXyXu5t/nV6KS/WQYIrgxZa3IqDywrHPyLcXIyIwOXkgNycNZGvRHj45Px+74iBIF8CDaVNpEdKYRTmLWZO/DhWVMH0od6RMIy2wAQsvfsnuki0AhOsjGZ84jfTAZmwoWMTGgiUoeDBKFobF3kbbkF4cLl/HhoIvsHsvA2wR3J8+0bdT7rzI5svvUOLUnLEhciJdou4lwdSGo6VfcrzsaxTVhYBEevBoWoTdjsNzmePFb1Js14CrXgylceh9JASOpLBqMdnl7+H0xkqY5TSSQx4l2NCWwsp/UlL1NarXGWsxdCU66FH0unjKK/5BlXUBNUVCzMYhBAc9hE4wYq/8p9cpXBMfMUSDwqpLg7uO72s7gr4HQsB0QNUiIhybatvkdgiWu1CFULB+ohWBq5EuA8FyG6oUr+UD+xeU06WDaQpISVqusGNdbZuUohWwk8K1CIk6juBUMI0GPFqbfySEri3o24L7LDg3+fYNIRz0rbT4Cl/0BRpIFgJBueQ3LQRMIxFMYxDkptSrXr+2fi+D6Ru9H87cNHSidpmhGHMaQfiJFanrVa96kX32Ml++u44dW07jFMVat7BB1KIjdFe4hXWCBoGvlS2suwIGX2/ROeGKx9IVMRJC7fNr5QvrJAFF8OYLoxWiM+oEXP7REjoJUVRwKTWwGAJlHbJEndxhgygSYTBT6a6qA4ZD9SbC9Karis8F6kzEGkOwK1WUOP2dvSoJxmjC9BYq3EWUOOu6gmMMsUQbI/Fg5ZLtLE6l9vxbi5NIJ0wfglup4JL1GHbFH9QKxBjSSDA3wiAKlDuzybUdxOOXVSwgEmVsQry5JWbRgs2TT751DxWuLPylE0xEm9oQbWpLgByKw51DkW03pfaDKLhoHfkiiYEjf1qn8tPv5fj1U/Vr7ndlmZUJHZ5HBfTBJpwONyNu7cbS+bvpPSiDPfuyqKyw0TAjnjNn8olJCeNSXhkP3d+f92dtwuX28Mh9/Xnz0/WEBJlo1DiGnYcvcNeYLuw/n8ue49kM7daMPh0a8ciMZRj1Oj7/80SmvjUPl9vDx38YS2psGGPfmE1ZtZ1pfdpxd/9OjHp7NvnllUzs3JK/ju7H3gs53DXrWxxuD8NbNeHvYwaz7XwW0+ctxa0o9GvckNdHDSLAYGD1yTM8tnwVDreHJlERfDRuJHHBQVwsL+fptevYnq0VAG8TG8vfBw0kLTycYpuVD/ftZvbhQzi8sQ+d4hN4tFM3OsYnALAtJ4tZRw/w/YVzPtAZZjQxrnFzJjdrRWpIKABZFaWszjrD6gun2V+QW+f9bhYWxeCUdHolpNIsLMpXgCyvuoIdXji8PS+LXGsF11KgbKBxSCTpoRGkB0cQHxBMtCmAKHMAEUYLHlXhYlWZDxLnVJdT6rBS4rBR5rRR6rBS6rBR7XZec/03WqIgYJRkDKKETpQQ0VzBLo8Hm9uN1eW6BuSFa0U++Obxy/31RT744C8a+FUF8IDgAbOgZ0CDBjzdtxdRgYG/5O7Wq17XpV8MBt9+nTD4i3oYfMPkdDoxm80sWLCgToTDww8/zMGDB9m0adNVy/Ts2ZM2bdrwz3/+0zdt8eLFTJgwAavViizLJCUl8cgjj/DII4/45nn77bd55513yMrKumqdAA6HA4cfoK2oqCAxMfG/ywzOTUP0DqAbLLwTySVrP7BehZlMJIUEk1VaRqndTv+GDRnWrDEPrdHcrq/3G8TKzFNsyM4kLiCQRaMn89zO9azJOoNJJzN70Hg25Z3nvSPbEYB3eoygcWgE0zbOpdBeTZIlhFl9JrMx/wwvHVoDwOTUdjzTehAfn97Eh6e197d3TGP+3mYMc7O289EZDUy2D2vAi60mUOgs59nDX1LgKMMoyjzWdBzdIpry/plFrC/QYGrjwCSeaDIVBIW3T39GZrUGDYfG9uHmpBFkW7P55PznFDg0wNorsieTkyZwtvI4Cy7OotSlndS3DunIuIRbqfaUsyhnBpdsWoGBVEszhsfdTogczqaCmRwsW4M2kLDQM+pWWocM4lTFGnYXfeGLjog3t6Fb5P0YRCN7i94hp1r7p1snmGgaOpmmwZMpdezleMnbVLsuABAgp9I49AGiTN3Iq/qanPKPcHsvAQzUtyI59E9Y5BQKK96jtHouqtcNXAOFZSmMsoo3sdpWUHPkNRp6ERL0EDohDEdVjVNYa9MZemEImI4kRkL1J2D/Dl+Wr9wWwXIvqhQH1i/AthxfYTipAYLlDi0D2DoXbEuoKV7nywc2dNem2xb6OXsDwTQWDP20/GLbAlC9J0yCBYzDwdBdcx7bFuPLHBbMYBgOchMNFjt+qN1OIQQM/b2F5b6vzTAG0GWAGA6uw6D6FWMQ4zWnsFpRZ17BNAZMwxHEYOpVr19Dv5fB9I3eD1duGpL3WCbFnvnPC9SrXvX6UXk8Crt+OM7XH/3A2XOFePS12cIevYjijZGogcNXFp1TdfiyhG98jARoYNjrFhaujJGozRfW8oZrCs9pReVkSaiTOWzWSQiCxweLBUElUJavAsN6LxiuugIMB8l6IgwBVLjK/IrSgVHUkWAOR1EdFDoK6jh/w/UhxBrDcClV5Nsv1mkL0AWSbE5CJ6oUOS76albUKEIfR6I5Cb2oUuy4QKEjs067UQwgxdKSMH0EilpNnu0wZc7sOvPoRQvx5jZEGxqhE1TKnGfIt+3zFTqukUEKJdbUnihTK0ySkWhzNwxS6E/oSXX1ezl+/VT9mvutqirj2j6HtcpOVINILueWcddjQ/jk3e+JigkmuUksu7afpXXnBuw/kEVyoyjOZxcxbEgrym0ONu04zfgR7Viz/SSl5VYmjmzPnNX7SIwJ5bn7h3D7S3MRBYE5f5vK87PXcuzCZab0a4sTD/M3HyIxIpi5T0xh99mL/PGL5QgCfDJ9HIqgcucniwB4a8pQBrVMZ+Op8/xhznLcisItnVvz9E29WXX8NI8vWYPL46FhRBgzJo4gJTyUQ7n5TF+4lKJqK5EWMx+OG0nLuBhUVeWbI0d5ZdMmqpxO9JLEQ126cHeH9uhEkYLqKmbs3c3co4d9hd96JCXzaKdutI7RIlDyqiqZf+II808cIa+61onbLT6Jm5u3YkBKmg/y5ldXssYLhnflX8TjhyMMkkTz8GjaRMbRNiqONlFxxHkjJXKqyjlRWsDpsiJOlRVyqqyQ8+UluGvycq8hAYgwWYgyBRBtCiDaHECkyYJZp8ekk7WbJGPS6dCJos/Ra/e4cHm0Im4Ojxun4vEr6ubGqWhF3tyKFg3hVjy4PN7Cbx4PDsWN0+PB6nZR5XJS7rBT6XRcsWU/LsFbwM2HF/wBb83y/g7gmvYa6Fsz3QOiIiC5BRqHRvBUv150a5D8b1+7XvX6NfSLweBp1wmDZ9bD4Bum3Nxc4uPj2bZtG127dvVNf+WVV5g1axanTp26apn09HSmTZvG008/7Zu2fft2unXrRm5uLrGxsej1embOnMnNN9/sm2fOnDncfvvtdYCvv55//nleeOGFq6b/Nx+261Iaoqj9OjeaPR1RFbDIeno3TGVSqxZ0Tk5EEAQO5OZy8zcLcHo83NuhA5Je5L09O9FLEp8NG82zW78ns7yUpuGRzBo6lse2rmJTTiYBsp45gyewKPMoX57aj04QeafHcFqExzBt41yyq8uINFqY2XsyR8ty+cu+5ahAz+g03uo4mq0FZ3j24BKcipv0oGje63gzh8uyePnoYmweJ2F6C39rNYHGQXH87djX7C3RIMCYhG480GgY24oO8+6ZBVS5bRhEPdPTRtM/qh2zs5ewMm8jAFGGcO5tOJmmgQ1ZkLOIdZc1N2u4Pow7U28nLaABK/MWsbFgNQoKRtHIsLgJdI3oy47ilazNn49bdSIg0CGsPwNjJlHuzGNt/gzy7WcBiDY2ZED0vUQbU9lXMofDpQvwqC5AoGnwTXSKuINy53kOFM2g2KHl7hrEYDLCbqNR0EhyqpZzuvQDnIp2oh6ob0R6yHQiTR24VPE5lyq+QPEC1RBjV5JCHsSki6ew4v0roHA3ooMfRRZDKK98n2rrt9RAU4O+A8GBD6OXEnBU/wuXbQU17lxJboHBcg86uRVYZ2oA1wd+UxEst6LKXcG+EKzzaiMXxAgv+B2E4FiHav0alAJv7/PmAxvHIrgPaW0evwGLvoeWSawUazERntrKvsgtwThG2wbbN+D2gz+65lpUhFoNtqV+8RKA3AHkpuDOBOc23/6BRYuRoAJcR/y+IQYQI0DJ971PoAdjfwTTKNB3qy86V6//qX4vg+kbvR/+f2zWw+B61evGqbrSzoq5O1j81Q6Kq/xjJLRs4StjJDwyqNeIkVCuLDbnHyMhcJVbuBYcqz4o/KP5woKKIEFNbMS1wLAsCXiuAsN44YsGhi2yhIrHB4sFAQJkCb0k1AHDsiAQabRg9VhxKE7fdLOkI9oYiNVTTbWn2vceiggkmsPRi1DouFynyJxZMpBkikEnerhsz6mTM6wTJJLMKQTJFmyeMnJt51H8Yh4MoolUczoh+kBcSjk5V7mGvVnD5saYRD1Wdz6XrAdwKHVdiUFyLPGmNoTp4wE7RfYjFNgO4lbr5pa2CLuD1uH3/KT+46/fy/Hrp+rX3u/7h79N5sk8GrRO4tzJPB58ZgTvv7UaxaMyblp3vpmzk+atkzhy4hLhUYEUlFcTHRXEg/f35y+vLiEs1ELPHo1ZtOoAfbqks+VoJg6nmy9enMLn3+1m4/6z9G6bxui+LXnwX4sxyBJfPT2FBz9YTF5pJUPaN+GV2wbzwjff8+2uo0SHBLDosal8sH4XX27dj04S+efU4fRu2oDlh07w+MLVADzYpzMP9O3CoZw8HlywnILKagINBt4aexM901LILa/gngVLOVVYhEEn8UC3ztzZqR16SSK3opJnvl/HpswLAGRER/PaoIE0iYwEILeygvf27GLBiaO4FW0s0C+1AQ+270yr6BgEb2zCxuxMvj52kI3ZmT52GajX0zU+mV5JKfRMTCEhUDOIlNitrMs+y7qss+y9fIlSx9W5v9HmANpExdEmMpZGIREkBYWQGBCEUSfj9HjIrCjxweGz5cXkWyspsFZRYKuqA5p/CxIRMOp0yIKECrg9Cla364pohxr5u32pC329N58ZTam9iYqA4IJgnZHJrVrwh95dMMr14656/bb1S8HgVrddHww+NKseBt8w1cDg7du306VLF9/0l19+mdmzZ3Py5MmrlklPT+f222/nqaee8k3btm0b3bt3Jy8vj5iYGPR6PbNmzWLy5NqqvF9//TV33nkndvu1K4D+Es7gWZ9t4OWze/AYVURJX3vC7VVqWCijMpoyMqMp+3Iv8chKLdbi74MGsu7CWdZlniPKYuG9wcO4b+0yimxWMiKi+fSmUTy8cQU78y8SYjAyd8gkPjmxi8XnjyEAz3box7CUpkzbOJdT5YUEyUY+6TmeQkclT+xdit3jJiUgjBldJmD1OHho91yKHVWEGwL4Z4dJBOsNPHVwHmcr8xEQuL1hL+5o2IfZF9bz5QUN5jYLSuIvzSdhEHW8eWoOh8o0QNA5PINH0idyvjqbj87NocipAdbekZ2ZljKGHFsOn2V+QaFDc2P0iuzB+ISxlLtKmH/xcy5Ua4A30ZzKpKQ7CdQFsCpvNofLtfgCg2imf/R4OoUN4Gj5ejYVzPKdnKcFdKR31DQMooEdRR9zrnIjALJgom34zbQIGUu+bScHij70Xb5n1kXTKuxuEgO6caF8LufLv/JluQXp00kPnU6YoSU55R+SV1kLfoMM7UkMvg+L3JCiyvcprZ5XxykcGXg/Bl0qlVUfUFk9jxrnrl7OIDjwIYxyBg7r5zit833OXUFKwGi5C9nQF+wLwDq/FvwKQWCeAMbRCM4tqNWz/ECsDMYhYJoInjwNKLuP1nY0fWcwTgDR7I2J8It1kBLBNBl0qWBfAfa1+EC0EAjGUaDP0Jaxr6ttw6gVopPTwLnPGxXhhb+CRcsdFiwaFPaPl5AagBQH7vNaQboaCaGau1jxc+mIYWAcimAaCboW9Zem1+sX1689qLxRuuEwOC8NUaiHwfWq1y+p3Kwi5n74AxvXHccOKAYJj15CMUp+Bee8ucL/KUbClx/sB4h/Qr6wL2P43+QLXw8YFgUVnQg6CV8xOl+URB3HMJh1EiadSLWnBvKoSAJEGiy4VMcVwFgk1hSMgoMyl38RN5VYYyhBsoFSZxFWj9XXIgBJ5liCdAbKXYWUueoWkQvXRxJnikEQXFy2X6DKXbc4XKQ+ngRzIgYRSp0XvYaE2uGRTtCTYGpOtDEBSXBT6jhHvu0YCu4664kwpBFvak2gHIZbKaXAdpAi+zF6xb5KYkDPn9xvavR7OX79VP3a+/23+2ax4/tjNO3UgOOHLjJleh927zrP6eO5TLqzJ3Nmbyc8IoDCShsqYAwxYrU5ef2l8bz4zkrKK208dHdf3p65AYNeR6dODdiw+wzjBrZmTP/WTH72SxRV5YtnJvHWt1s4eDaX8b1aMaRzE+585xs8isoLtwxkQJtGTPjH12QXlTG4dTov3zyYJ+evZvXh08iSxPvTRtItPZmvdx7kpe+0+MCnb+rN1C5tKKis4qEFKziQk4cAPNqvO3d3bU+V08mjS1ex8ZzmkG8QHsYLg/rSOTkRVVVZfPwEL27YQIXDgQAMTm/EPR060DImBoDs8jLe3bOTb08e90VDpIWGMbpJM0akNyXB+3ldrCjX3MInj1Bora7z/jYMCaNXUio9E1PoHJeAUSejqipZlWXsL8jlQEEuBwpzOV5c8KNAN9ocQFJgCEmBwd77EBIDgwk1mgjUGwiU9VS5nBTaqymwVnHZVsVlayVFditWtxO7243V7cLmdmHzuLzPndjcbhweN6KgFXYTBa3gmySICALeewFREOpEPQBa8ThFwenxYHO7qHI6qXA6fjTuwacrYfAVTmDhSmdwTd6v1/0ruEFSBJqGR/LsoD60T0n4z528XvX6DekXg8G3XicM/rIeBt8w/ZZiIq7UDckMdrro8NC7OEIFVIP3ZFyAxrERZJWVYXPVniD+qVc3rKqL93fuQhZFPhk1ipe2b+R0STEto2J4uW8/bluxiGK7jZaR0Xw4eCT3/7CMA4W5RBjNzL1pIl+dPsCXp7Tc33uadeS+Fp25Z8tC9hflYJR0vN9tLFFmM/fvWECutRyLTs8bHUbRPCSaP+yey6mKfPSijr+1Hkm/2Ka8dWIFiy9qBcnahKbwUuuJnKm8xMvH51LltqMXddzT8CbGJHRhyaUtzMxcgUv1ECIH8GjjybQMacic7GWsytuEikqQLoA7G0ygXUhzFuQsYn2BdjJilsyMSRhF78ie7CrezLLcedg8VgQEekYOYGjcePLtF1iRO9MXHRGhj2No3K0kmdLYUvQVB0tXo6IAAi2C+9Ej6has7gK2FbxPgf2k93XCaBM+maZBQ8iu+oFDJZ/4iswF61NoHT6daGMbMiu+IrP8K9yqdkISpG9Meuh9hOgbkVPxCZcrF9SCX30zEoPvI0jfnKLKD+pAYaPclIjAewkwdKay6nMqq2ehqtrARKdrQFDAXZiNA3DbFuKononqjVgQhGD0lqkYTBM18Gv9Ejw1/VYC40Aw3aKBX9tX4DpY2+l0zbV8YF28FiHhWIsP0orhmhtY3x0cG7wREjUOFllbr2EweC6AbX5diCt30ICzagX7Ei0ruEZSqtct7ALH6rrLiSmgbw9qGTg2AzUuHwF0LUAwaIXtVKvfMjHeGInqOq8hmEaCcTiCLpF61euX0K89qLxRutH74clrhCAI9TC4XvX6H0hVVY7tvcDcj37gwP4sXJKIYvTmC8siHr3gB4fR8oW98RGK6AeGdVr9n+vKF/4vC8/VBcPaOcf1gmGjTkQSVF88hICWQxwgy1T5YK5WvC7cYEYUFCrdtecHAioxxiD0EpQ4S/xiIVSCdWaijEE4lOqrcoYj9GHEGENwqzYu2y/iUWtdwXpRT7I5hQCdkWpPCbm2TN9+AciCnhRLY8L0QXiUavLsp6hy14XLFl0oyeYWhMihKGoVl23HKXGerzOPiI4YU3NiTRmkBvYkypj+M3qMpt/L8eun6tfe749eXsaSmVtp1qkBxw5dpP+INgRGBPLt1zsYNLIta9YeQfGoRCWHkZ9fTruuDdm9L5OB/ZpjCjKyeOUB+vdswvELBVzMK+Xm0R2YvXIvelnimzfv4MMl2/lu23E6NEvijhGduOethegkkSUv3s7KvSd5b/k2jHodcx+fQpXDya3vzsOjqLx88yAGt2nMY1+v5PtjZzHoJD64YzSdGiYyY8NO3v1Bq7Pz97GDGNm6GU63m7+t2sCCA5qZZGjzxrw8YgBGnY5lx07y6vrNFFu17+OI5k14sm9PIgMsFFRV8bcNG1h1uvbcoFtSEvd27EDXJK2I3PnSEt7bs4uVZ0/7MoUBOsYlMKpxU4Y2SifIYMSjKBwtuszmixfYlH2B/Zdz6xRSM0g6OsUl0C4mjibhkTQJiyQxKBhRELC5XRwpymd/QS6HCvO5UFFKdmUZVa7ry/fVixJBegOBegNBegNBeiMBej2i14hSg2UFP0ArCOBRVawuF1a3k2r/e5eTarfrJxeCkwQBvahDUVQcbjd1M379tqFODnDtrQYGCwq+6AfcYBZ0DGvamKeH9CLA+O+BV73q9VvWLwWDW9/y8nXB4INf/eX/3HH2Fy8g165dO2bMmOGb1qxZM0aOHPmjBeSWL1/O8ePHfdPuu+8+Dh48WKeAXGVlJStXrvTNM2TIEEJCQv6nBeQA2t/yJrZoCY9ROzHHW5B9aPN0Oqcls/zYSXZmXQTg9WGD+D7zHKvPnCHMZOL9EcO4d9Uyyux2RjVuyr3tOnDzsm8osdtoFRXD+wNHcPf333K8pIAYcwDfDJ3MyuxTvLZ/IwAjU5vxQscBPLJzKZvzzqMTRN7oPJzuMSk8vGsRuwo1wPiHpj25vVEnnjrwLRvztWiOccnt+HPzwWwtOMHLRxdj9TgJkc38rdUEGgRG8tqJBb7YiJYhqTzZdAIOxcFrJ2aTZdWqLt8U24U7UoeTa89nxtmvybFpTtZ2oRnc3WASJc4ivsqaQ7ZV2/9EUwK3JN9MnCmGxTlfsbdUcwMH6AIZHDOGLuG9OVS+hTX5c3yOjfSA1gyNuw2dILC58EtOVmjZwJIg0y50OJ3Dx3HJtpddRZ/5qkGbpXDahU8hPbA/5yqXcaRkFk7vZX2h+jQywm4jxtSOCxVzyCz/2g8KN6Fx6H2E6JuQWzmTvMq5KF6IaZIbkhh8L8GGtpRUzaS0eo6vTZZiCQ+4i2DzTVRXz6ey6jMUtQwAQQgi0DKFQMvNKM6dOKo+RvHUZNTJyKabMJimIlKtOX6dO2s7l9wSwXwrqpSg5f/aluODrUIImMeDvi84t2rtvggJwRsTMRaUcs0t7K79PiElgnEs6BLAvloDx76MYIsGjPUtwXkYHCt9zmbQgb4nyBkavHas9WsTQe4IUgJ4Tms5wj6ZtXgJ1QruE37TJRAjvTnErtrJclsE0wgwDkYQw6hXvW6Ufu1B5Y1SPQyuV71+H/K4PezacIL5n2zi1JnLuPU6X76wFiHhBcPejOEr84Wv5Ri+Ml8YqTZKwr/Y3L8tPHddYBgfmL1WxrBOBP0VGcN6SUAvCXUKx+klCNbrqfbYatfnzRM263SUuyr8zHQqYXoTwXoD5a4yv/WAThBJMIWjExUKHZfrwF9Z0JFsjsEkSZQ486m8whUcoY8k1hSNILgptGdT4a6b/xusCyfJ3JAAnUy1u5BLthO41bqxdBGGZBJMjbFIJpxKCbnWQ1S5L/vaO0XcSbvwW35S//DX7+X49VP1a+/30llb+fClZTRqncTpk3m0aJ/KqFu78bc/zye5QSRygJHTJ/No3j6ZI0dyGHRTC1auP4bBoOPVv43jj3/9BoNex7hR7fly8S46tkrGKarsO36RId2bcff4rox98gvcHoX3/zyOz9fsZvfJi4zunsHTU/px//vfsuvURdLjI5j92GRmbdzHe6u2YzHoWfDYLUQFB/DHr5az6UQmJlnHR3eOoW1KHK+u2sTsHQeQRIEnh/RiSqfWAMzZe5hX1mzErSg0jYnkvQnDSQgJpsJu5+1N2/l6/yFUINBg4NFeXZncpiWSKHKqqIiP9+xh+YmTPoduRnQ00zt2YGCaVnegwuFgzbkzLD51nJ05F33fW70o0Te1AaMbN6VXSioGSQdAucPO9pxsNl3MZFP2hToZwzUy62QahYXTJCySJuGRNA6PoElYBKFGEwBlDjvZlWXeWzlZFaVkV5aTU1Xuy+f9pQMiRAQC9Fr2sCxIoKo4PQpWl4tqp/OqInD+wPkq6Ov32Ad+vRnAeEBUNfgreCDKaOaPvbsyrkP91ZX1+v3ol4LBbaZcHww+8HU9DL6hmj9/PlOnTuXDDz+kS5cufPzxx3zyySccO3aM5ORknnrqKS5dusSXX34JQGZmJhkZGdx7773cfffd7Nixg+nTpzN37lzGjh0LaBnCPXv25OWXX2bkyJEsXbqUZ555hq1bt9KpU6fr2q4b1dG6jnyNqkQZt1lA1Wsn5Eja73jH5ATenTCcj3fu4ZOde5EliY/Gj+CNrVs5VlBAekQ4f+rRnekrl+JRVR5o34khaY2YsnwBZQ47baPjeKf/TdyxbhFnyopJDAxm3pBJ7C64yOPbV+JWFbrFJPNuz5H8bf9almcfRwD+0Lw79zbtwhtH1zP7nOb87R/XmFfbDWfWuW18emYrKiopARG81nYsAbKepw7M5XSlBnNva9CLe9P6sTJvDzPOfofN48AgykxPu4mhcR2YmbmSxZc0V3eIHMDdDUfSM6I1S3LXsShnFW7Vg1E0MCV5JAOiu7G5cAuLchZT7XWAdArryKSk8RTYc1lwcSYFDu11Iw3RDI+bSJPADDYWfsvWou/wqG5ERDqE9aNP1FisnmI2XP6CbKsGGw2ihS4R42kTOoTzlZvYW/yV7+TbooukXdgUGgb04FTFAk6UzsftBbiBciIZobcSb+nMhYq5ZJbPweNtC5Ab0DD4NqLM3civnENe5Ze4vTDZIMWTEHwXEeb+lFkXUVz5OW4vhBWFQMICphBmnozDuZmKqk9xu2tcIiJm0xACLXcgqeU4qj7G49rr60eSrjl6y23IcjPNtWtbRh3waxqtwVHnXlTrHFAueZcUwNDTmwGsam5g59baDipGI5gnoOpaatDXvgxf4TgkMPQCwwDNhWxfUjd3WEoB400aIHasqQt4hSBtOSkcnPvBb18QLCB30WIrXPvrOomFCC2yQrlc97XQgxjsjZGo+TmSQN8ZwXgTGAcgiCHUq17/jX7tQeWNUj0Mrle9fn9yOlxsWH6Qb77YTHZeOYoXDKs1hee8MRKqN0JCkb0F5yTNPaxKtZER/w4MKz/iFv7lwDCIgoJRJ/rlCWu5wyadVCc3WBJVQvUGHKrDO6823SRJhOiNVLqr/CCvikmUiDIF4lRsVLr9835Vog0hBMtGKt2lVLor67RFGcKJMgThUqxctl+qkyWsEyQSzckEyxZsnnLy7Jl4/HKKBQTijCnEGLWs4lLHRS47zuN//beASKwxnVhTA0yijip3Lu3DbyHyN+oMLi0t5aGHHmLZsmUAjBgxgnfffZeQkJAfXebbb7/lo48+Yt++fRQXF3PgwAFat25dZx6Hw8Fjjz3G3Llzsdls9OvXjxkzZpCQcP2Xrv/ax+2d64/xwvRZxDeIJCe3jIjoYN5b8AATB7wBwOBxHVi57AAt26dw8MhF2rRJpqCymuyLJfzpoUHMW76Xi7ml3DutJzO+3oIoCrzxlzH88fVvEQSY+dItLN92jPnfH6R5gxgeubkXt7/+DZIosOiFaZgMOia8+hWlVTYm9WzNY2N7ccf733DwQh5tUuP47P7xeBSFB2ctY/uZLCwGPZ/eNYaMhBieXbqOb/cfA2BQ80a8OGoAgUYDe7JyeGjBCkqsNkLNJv45biidUrSr8o7k5fPX1es5mq+NbVrERPPC4L60iNWiIS5VVPDp3r18c+Qodrf2vUgJDeHu9u0Z3awZBp0GenMrK1h2+iRLTp3gVHFtRJxB0tEqOob2cfF0iI2nbWwsQQYjqqpytrSYzRezOFZ0mVMlRZwpLcbpqf1u+suo0xFpshBhNhNhshBpthBhMhNpthBpNhNuMmPU6RAF0VsIzo3D7cbmdmF1u7C63djcTm8xOEUrEufx4PZ77lIUXN4icU63FvdgdbqodDmpcNgpt9txeTOT6wDeKyQKAiICbo/36oNruYB9ABhf5q+gCpoDWNHgr+QRaBQaykujB9AqKf4n9OJ61ev/H/1iMPjm64TBc+ph8A3XjBkzeP3118nLyyMjI4O3336bnj213Kxp06Zx4cIFNm7c6Jt/06ZNPPLIIxw7doy4uDieeOIJpk+fXmedCxcu5JlnnuH8+fM0bNiQl19+mTFjxlz3Nt2ojtZvwKuUpBhwBwp49KDK2gm3wajD7naTEh7KR5NG8uamraw5dZYQo5EZ44bz0HffUVBdTZ8GqfRqmMJfN/0AwP3tOjKkUSOmLF9IucNOh5h43ug7mFvXLCCrsoxIk4XPBoyh3GXnvo2LqXY7aRoaxed9x/HJqZ3MOq1BuR4xDXirywg25J3mrwdW4lI8pAVG8EHXieTbynj6wLcU2CvRCRIPNe3LpJQO/OvUahZm7wKgZUgSz7YYg0HS8fcT33Cg9BwArUMa8GSzCRQ6SnjvzEKyrRp4bRHckAcbjUMS4INzX3OqUoOgaQHJTEsZS4IpmkU5i9lYuBkVFYNoYETcMPpH92FvyTZW5i2i0q0B1xRLGqPibyZYDmJl3pccr9CAtiTo6Bg2gN6RoyhyZrLx8hcUeCtBB+jC6RIxnoygPpyt2sC+4q+odhd626JpH34LKQFdOVu+mBNl831OYbMumuahU0iy9CSrcj4Xyuf5nMIGKYLUoMnEBwyl2LqcS+Wf4/JGPejEIKIDJhATOBG7YxdFlR/h8BZiE5AJNo8gzHIrqCVUVn2K3bHZ12f0ckuCAu7GKDfAaZ2D07qEmsxhQQhGbx6P3jQC0bkD1Tq/bhE3fScwjtfiF2zzrwC/4VoGsKGr5jC2LgS1xt0igL4rGIcBbrAtAdc+v2WjwDgcdGng2qM5hn3RDgLou2nLK4VgX+UtCueVlKQ5hlG07GEfqAaEcC1GAg84d/vFVgBiPEjRGiz2uZoBwQwYQS2pnYYODN00MGzojyAGUq96/VT92oPKG6UbuR8ulwuxqJkXBoMUe/oGbWW96lWvn6vqShtrFu5h2bxdXCqs9IJhHapB0MDwFYXnFJ2WM6yKNbES+CCw4nUA/2/BsDZNEFWkmuWvCYY1F7AoKgTIujpgWBRUAvUygqDUma4TINxgwaXasXkcvukCEGMMRC9BqbMUxc9mZxRl4kxhgIsiR4EXVGvSizKJpihMkkS5q5ByV11XcKAumERzPHpRoMx1mULHpTrtsmAg2ZJGmD4EVbVRaD9HqSuvzjw6wUCvqFvpGD6an6tf8vg1ZMgQcnJy+PjjjwG45557SElJYfny5T+6zOzZs8nMzCQuLo677777mjD4vvvuY/ny5cycOZPw8HD+9Kc/UVJSwr59+5Ak6bq27dc+bmeeyuP+YW9jCTJi9agoHoWZqx/jmYe/5uKFIsbd1o1v5u4iMTWCrNxSTCY9k27tyqczN5PRLJ4OnRvy2ddbadcyiSq3m+Nn8nj49j4czcxn7Y6TdMxI5rn7hzD6ic+xOVy8/uBwFm8/xtajmXRsksj7D49h58lsHpixGIC37h5OekIk49/8imqHkzGdMvjr+P44PR7u+2IJu89dJNBo4LO7x9IsPoqvdh7kjTWbcXkUksKCeXviMJrFRZFXXskD3yzjWF4BoiAwrk1zHurdlcgACx5FYd6BI/xj0zYqvXnBE1q34I6ObWkQrl2xV2y1MvvAQb48eIByu/Y9DDYa6NOgAQPT0uiRkoJZ1vJ/TxQVsuTUCZadPsnl6rpFGgWgcXgk7ePi6BAXT/vYeOICtc/ZrShcKC/lZHEhp0qKOFlcxKmSQrIr6jr7f20ZJAmjJCMANpcLh9sLsP3oig8W+4Nfxe9xjQvYg6/4Gx7QKdApIYGXxw0kLiz4f7lb9arXr6JfCga3nXx9MHj/3HoY/H9CN6qj3TLqHU4Ee3AFi3gMoMiABIEmA0aTzOXKKkJMRt4dP4zXNm7lcF4+KaEhPDe4L/csXYLD7eHOdu2IDQnkb1u0jN2727RnWHpjpixfQKXTQcfYBP7eewAPbFjO8ZICjJKOd3oPIzEwiGnrF1BkrybeEsSs/hM5XJLLs3tXYfe4iTMH8V63MSCoPLBjAQX2SoJkI291HE3LsDieP7iM9fnaZfudIlJ5uc0YjpRl8dLRb6l2O5AFiTvS+jA1tTsr8/bywZkV2BUXJknPfWlDGRLbniWXNvN11hocigtJEBmb0IfJSf3ZXLibr7KXYvMWBOkU1pqpyaNwKDZmZ83hbJWWSRttiGJi0niaBTZhQ8Eq1hd8h1PRTipaBLdjRPwkbJ4y1ubPI7NaizrQCXo6hw+kZ8QIsq0H2Vz4JeUuDSaapRA6ho+iZfBAzldtYH/JHKrd2j/SgXIMrUMn0DCwFxcqV3G8dA42jwZ3jVIoTUMmkxo4iPzqVZwv/wq7R1unJJhIChxDStB4KuxbuVQxE7u7xtUqEm4eQFzgVAS1kuKqD6l27PL1D5PckrCAWzHLTaiyfkV19SJUtPdEFCMIsEwiwDQMxbkTZ/WXKH5uWZ2hFwbTFCRRpzl+HX5F3MQwLQZC300r4mZbooHaGsltwTgaBBnsi8FZu00IFs3xq+8EruOaI1jxA6+6Jlp+sGDSisq59tRdVt8P5EZarrBjXd08YF0bkFtq0NexQcsSrpGYCHJzLS/YuZcaAK69yYnaPrkvgOp3kieYAX3d9SCDoacXDPeuB8P1um792oPKG6UbuR8/bD5Gr0aj6mFwver1G1UNGF46bxe5hZUoBg0MK3oRRS/8KBjWgPAvAIbxAuFrgWGh9rkgqoi+wsoaGBa901VqILAWHVHrzFWRBBWzLOJRPXViJ4ySiFmW6hSaE4AgWY9Rkqi4wv0bKOsJ15up9lRh8xWt09pijCEE6gxUukupusJRHCYHE20MRcVBgf0SbtUvxgqIMcQSadTAcoEj+6pCdGYpkGRzA4JkCy6lknzbKao9ZYyMf4Jmwb1+Vh+AX+74deLECZo1a8bOnTt9V1fu3LmTLl26cPLkSRo3bvxvl79w4QKpqalXweDy8nIiIyOZPXs2EydOBLTC4omJiaxcuZJBgwZd1/b92sdtW7WDMa2fBSC9fSqnjubw6N/GcPz4JVYt3s/Qse1ZvvwggiSgDzRiszl57Y1JPP7XBSiKyluvTeKPf/0GQYBpU7rz6fxtNE2L4W+PDmfCY5/j9ij884mx7D9zic9X7CI1LpxXHxjKrX+fh83h4s4hHXlgVDfeWryZL9fvI8hsYP6Tt3AkO5/HZ69EUVWGt2/K3yYNxOH2cO9n37L/Qi7BZiOf3z2OJnGRHM7J55H535FbVoFeJ/HUkF5M7NASh9vDCyvX8+0hbXxl1svc060D0zq3xSTLFFZV89oPm1l6rLbge9eUJKa0bUXfRg3QiSLVTifzjxzhs737yK+q/S4ZdBLdk5IZkJZG34YNCDebUVWV82Wl7M29xN68S+zNvcSF8rKr3vMgg4GkoGASg0NIDAoiKSiExOBgEoOCiQ8MwqMoFNqqKbRWU2i1UmitpshWTZHVSqH3vthmxenx4FI0h69bqXH6eq6KjdCLEgadDpNOh1GnQxYldKJWLE5AKxDnUVScbjdVTieldruW9+vVtVzBgooWD1Hj9r0C+l7pAhYVwecA1isCfRql8uL4gQSbTT+r39arXv+/6heDwZOuEwbPq4fB/yd0ozrauy8t5aujp7GHSigmb7EPGRCgRUIMblHhWF4BISYjMyaN4NFlq8itqKRDYjwT2mbwp1WrAXh14ADsqpvnvA7hO1q3ZVijxtz63UIqnU66xCXyrwHD+POWVWzIOY8APNWxN4OTGzFt/TdkVpYSojfyWd9xBOj13Ld1EVlVpciiyLNtBtA/vhEP7VrEgZIcBOC2tE480rw3Ky8d4bWjq7B5XATLJl5oPZJmITG8dmwZ2wq1fOEGAVH8JWMMEUYLrx7/hkNlmuu3dUgDHk4fSYBs5IOz37KjWCtKEGkI4f60MTQJTGJ+znf8cHk7Cio6QWJwTC/Gxg/mSMVh5l9cSLm3SnSqJYWx8aNJNMexOn8xO4o2oqAgItIlojeDokdR7MplXf48sqzadsmCga4Rg+kafhPnqnays3iBDwobxQDahQ2ndcggMqs3c6B4LlaPBjwNYhAZISNoFjyUXOs2jpV+RbVbc3HIYgCNgkaQFjySCsdhzpfPosJZA0dE4iwDaRB8C4pSSG7FLMrs2319waJvSnzgNCxyIqXVcyi3Lkf1Ak9JDCbUPJEQ8zAcji1UVs3E4+euNRp6EGC+Gb1owmmdg9uxgZq/lAUxEr1pLHpDHwTXnivygQF9Z83VK5jAvgIcG/FBY8ECxqFaUTn3GQ0M+8c2SClgHAFSpFYAzrGR2vxeUXMD67tpsNi+sq7rVwwDQ38t99d1CJzba18XAeT2oEvXILVzi1++MCClga4BKGXgOkCdzGAxGcRArdCd6jdIE0yAXNddjAz6LgjGgWDohyCFU696/Zh+7UHljdKN3I/b3vqczye/iiAIKCro6mFwver1m1V1pY3VC/awdN5O8oqqvFDYzzGsE2oL0EkCHp03QuKnOoYFtXaaPxj2LzgneCHxtcCwd7rwY2DY2y7VwGWvE1iWQBRUr6u3JmcYZFGoU4BOElWC9XocqsNbrE5br0EUCNWbsHqsvvlBRQKiTIHoBJUyV1mdInRGUSbWFIqIh2JnIW6/SAgRgXhTJMGyCZunnEKH31VRaJESCaYkgvUWnEoV+fYsnIq9zjzBunASzam0D+tPk6D2P/uz/6WOX59//jmPPvooZWVldaaHhITw9ttvc/vtt//b5X8MBv/www/069ePkpISQkNDfdNbtWrFqFGjeOGFF665PofDgcNRaxaoqKggMTHxVz1uT+z4AhWl1Qyc3Jk1i/fRb3hrWndtxJvPL6FpiwQKyqwUXq6gYUYcZ85c5o+PDGLbnnPs3HOeKRM7c/hMLoeO5TB1QmdmL92NR1GZ9+6dLFp/iHmr9tEoKZJ3/zKOsU9+QUW1g+fvGowkizz92SoA/vngSDo3TWba2/M5lnWZ1g3i+PTh8aw7fIanv16FR1EZ3Dqdl6cMxuFyc/en33L4Yj6hFhMz7xlHWkwEZVY7T3+7hg2ntDHcTS0a87eR/bEY9OzNvsRrazdzOFfr3zFBATzStxsjWjRFFAR2Z+fw+e59bDib6SuYFhsUyKTWLZjQOoMIi+Ym3p+by7qz51h79iwXy2v/JBEFgfbxcQxIS6NrUhINw8KQvc7wwupqDQx74fCxwgJfJvG1JACxAYEEG41YZBmzrMcsy1h89zIWb36vR1VweZQ60Q9uRcHhjYywezxUORyU2u2U2m2U2mzXXZAONEewiIDT7cGjqHWh77XiH7zwV1CFujnAXgA8uHk6z43th8VouO5tqFe9fm/6pWBwu4nXB4P3za+Hwf8ndKM62tF9mdzz4gLskTrcZm9UhAiiQcCjqtzRrR27cnI4knuZxNBgXhk5kHsXLqXK4WRURlMSwoP4146d6ESRz0aPJruqnL9sWAfArS1bM7JxE25dsYgql5PuCcl8MHAEr+/bzJcnDgAwpUkrHm7TlXs3LuZgUS4GSccLHQdwU1I6T+z5jrU52sB+VHIGz7btz9vHNjI3U4sHSA0I5/UOIwnWG3hi3yKOl+cCMDa5HX9uNoithSf5x4kVlDqrERAYn9yJ6Y0GsCZ/Hx+dXYlDcSEiMDy+E3c2GMzJikxmnPuWy3YNunYMa8Z9aWNwK05mZX3LwTLtn+cAnZnxCTfRM7IDa/PXsfby9zi8buD0wEaMjR9NiBzAstz5HCnXtlUn6OgU3pN+UcModeWxNn8eOTbNXawXjXSLGEqX8EFkVR9gR9E3FDu1onWyYKBN6E20DR3KJetuDpYuoMKl7acoyDQOGkCLkNGUO09ztGQWFa4s7ycrkGDpQePgcehwca7iS4psO3yfe4ghg+SgCYTIDblcNZ+C6iUoqjYAkMUwYgInEWkeiNWxmeKqr3D5OX4DjL0Is9yMDpUq61xs9lrwK4rhBJgnYjH2RnFsxmlbiKrUZm1Jcjv0pvHIUpDmBnZu9S2LYALDQDD01vJ4bYuuyABOAMNwkFM0p/BVURAdwdBHW599nZb3WyPB7HUEN9VgsmN1XTexGK+9rmDU4idcB/2+JRLIHUCXBJ5LXpey22/ZFA0Mq6XeXGK/fDAxAcQg8FzUHMU+GTXXc51pIsjtNDBsHIAgxVGv/3+lKArlJVXkZBVx4UwhWZkFJKVGMGJSl5+9znoYfLW6/ut5toz/WoPBCuji6mFwver1/4OqK+18v2Qfy+ftJDuvHM+1Mob13oxhyZsxXAOGvQ5iHxj2zxgWvdnD/mC4ZvoVcPgqMOx1D2tw2HtuItaAYdAcwhocrhMvIfjnDmsQWBRU9DrRmxGsAWRJUDHrJJw+t642n1mWkEWwXxEzESwbkUWodFf7vXMqATqZcL0Zm1KN9QrXcKhsIdxgwe6ppuyKyAiDKJNgisIoiZQ5C6l0l9VpN4pGEsyJmHV6bJ4yLtuzfBnHQ2Nvo0fk8J/9ef9Sx69XXnmFmTNncvp03d/+9PR0br/9dp566ql/u/yPweA5c+Zw++231wG7AAMHDiQ1NZWPPvromut7/vnnrwmKf83j9sNj3+X04YtM+eNAvvpwAxFRQbwx626mjfoXkiTSpX8zNm84ScsOKRw8fJEBAzLo3KMRz7+8lIiIAG69pRtvfrCO1KQIImKC2Hkgk9vGdmbisHaMffQzqqwO/jp9MIUV1by3cCtxEUEsfPV23lqwmfkbDxJoNjDnL1NQUZn096+psju5e3AnHhjWlfWHz/Ln2d/h9ij0zWjI67fehN3l5q5PFnHsUgHhAWb+OXU4bVLiUFWVmdv384+1W/AoKinhobwzaSiNYyJRVJWVx07xj/VbyS3Xzq2bx0bx5IBedEzRMp5zysqZd/AI3xw8SqlN+97IosjgJunc0q4VbeJjffUHThcVsfbsOdadPcuxgoI676dekmgUHk6TyEiaRkXSLDKSppGRBBmN2FwuLlaUk11RzsXycrIryrjoe1zuyyn+JSUKAhZZj1GnQyeIoGrxD5U2hwbDf6wQ3L9xAgsq2vBGBVEBXGBQBW7KaMyz4/tiNtQD4HrVC35BGDzhOmHwNz8dBs+YMYM33niDvLw8mjdvzjvvvEOPHj3+43Lbtm2jV69eZGRkcPDgwet+vRutehj8X3Q0l9NN3xFvUh0r47GIKHpQdN4TaZ128vvm+Jv4x4at5JRV0DIuhnt7duTBb5fjUVUe6t6ZM+UlfHfqFHpJ4t1hwyhxWnly/VpUYEpGK0Y0bsK07xZhdbtoERnNR4NGsjrrNH/b9QMq0DM+hTd73sRfdq7m+xwNkA5PacrLnQYxP/MgbxzagEdVSQ+OZEa3MWRVl/DM/hUU2KsQEbincVfubdyNj89s5ouz21BRSbKE8ZcWQ2kWEsc/T65kxSUNDEYZg3mi2QgaBUXz4dnv2FCgFRUL0Jm4PXUAQ2LbszDnBxZc/AG36kEnSAyJ7cLkpAFkWy/xZda3ZFs1GBtjjGRq8iiaBjbgu7xV/FCwwefkaB7UjLEJo1FxsvzSN5yv1tzAIiLtwroyIGo4Ze581uXPJ9eu5QbLgp52YX3oFn4Txc5MthfN57JdyzqWBB0tQwbQLnQEla5sDpbMJ99+zPc5Jlk60Tp0PKpq43T5QnKtO31twfoGNAkZT7i+AVmV88mtWo3qhZmyGEhCwAjiAwZT5dhJXsVXODw1WXECIcauRAeMxyDqKK2eS6X9B2rOInRSDKHmcQQae+B0bKOqeu4VbuFuWMwT0AtGXPYluO0/4AOlggm9cRh6Qz9EzwWwL9WctDUSYzTHr66h5th1fA+q32BIlwHGwVr2sOP7ujES3nxe9J1BKdcygj1Ztc1CEBj6gi4Z3JngWF933VKq5igWJHDuA/cxv3XLoO+gbZ+SD8491HUFJ4EuRYuKcB2lLhiO1NzIntwrILCsgfA6jmFtHwXjAA1w6xrXV9r9H8vt9lBSUEHWuUIunMsnK7OIvNxSikqqqLQ6sbkVXKoHt6C51VRJQBE1cIEEHkG7RxLweAGD6FDZPf/PP3ub6mHw1eo//0HW9FyDIAh4EJFjTv7nhepVr3r9puR0uNi29ijffrmV0+cKcet1KHoNDCt6EY9OQJE1x7BHJ6Dq8EVKqJL2W6t4C9ApNRDY6xxW/eMiaiIjpB95XOP+vdI17OcWRqgFwYL3uShpz8HfRezNGQZvnAR+Wb8aGDboBARB8bqDtZgKnahFRNgVex0HsF6EEL0Ju8dWxzUsohJhCMAoiZS7y/ycxtohKMYYquUJu0uuipsI1gUQYwxDFNwUO/KxK/7tYNEFkmCKxSBK9I4aRaPAjJ/9Gf/U3/0fg6r+2rNnD2vXrmXWrFmcOnWqTlujRo248847efLJJ//tOn4qDB4wYAANGzbkww8/vOb6fovO4Fce+ootqw5zx5+H8OWHG3C5PHyy7I88+cCXFBVUMmJyZ5Ys2kt68zhOnr1McLCJL7+ezs3TPqKi0s4Lz4zixXe+w+nycM+0nnzw9RYsZj3z372TFZuP8f68LUSHBzLrlVuY/Oxsisqq+fOUPozu3ZI73/yGo5n5NEmK4ovHJ7Lh0DmenLkSQYCP/zCODumJbD5+nkdnrsDp9tCjaSpvTRuGzeXmjo8XciqvEFEQuKt3B+7r3xm9TuJAdi6Pzv+O/IoqDDqJp4f2YVzbDERRwO5y8+Wu/Xy4dQ/VTu3Plf6NG/Knft1pEKHlBTvcbladOM1X+w9xKLd23NIgLJSuKUl0SUmiU1ICwSYNvFyqqGDd2bOsP3eew/n5VDmv7b6NDwqiaWQkCcFBhJnMhJlNhNfcm82EGY04FA+XKiuocDixuVxUu5xY/e5rHttcLiRRRCeKqCooqoqiKngUFbei4PEoODwenG431U4X5XY7xdVW37b9WEE4SdDgrsdT1wkM146AEGqygRUQ3KD3QN8mDXnx5kEEmOoBcL3qdaV+SRisk/89DHa7fjoMnj9/PlOnTmXGjBl069aNjz76iE8//ZTjx4+TlJT0o8uVl5fTtm1b0tLSuHz5cj0M/l/rRna03n1epjrOgDtQxGMUfDA4OMhEqd1GmMXEPycN44EFyymz2emb3oDu6Sk8v0aLhHh92EDWntcuq5EEgTeHDMGFhz9/vxoVmNisBWObNePe1UspsduIMJn5aPAoih3VPLRxBTa3i8ahEXw2YCwrsk7w5oFNeFSVpIAQ3us5Epvi5KHtSyiyVxOg0/Nap2F0jk7mpYOrWXZRi3ZoHBzF6+1HUum28dT+bymwa2BtQGwzHs8YTHZ1Ia8eW0KOVXOD9o9pwZ+aDSPHWsC/Ti/lbJUGQJPMUfwhfTixplA+PLuYfaUaWDCIMiPjezImoRd7Sw8zL3sFZS7tNRoFpDA2YTANLQksz/uOTYVbfE6K1iGtGBM/CpdqZW3+Uk5UaPBZQKBVSHsGRI+gwl3IhoJFXLKd97U1DWpPj4jhKGo124u+IcdWCyRTLG1oHzYci2TmcOlCzlfVumsjDY1oHjKSaGMa5yqWc67iO9zeeAO9GEha0AhSAvtRYt9BVsUCbO5c33rDjR1IDhyHLHi4XLWAMvs2X5tODCU6YDThph7YHFsoqZ6Hx89Za9a3I8Q8FoMUSLV1MTb7emoiFwTBjNl0ExZjf0TPJZy2b1Dc53zLilISsnE4erkpgmufFufgD0bllmAYorl2nZvAsZVaZ643CsLQHRSrBobdx/16twH0vUCfAZ58rb1OsbdgDQxLMeA+DY4tgN9JnpQAchcNDLsOgNt/sCGCrhXoEkEp8uYI+y0rxICcCqpdyzb2zxgWQjQ4rBRRWyRP+/QRArzxEn4/a2IcGPsgGPqAvjOCoKde/1mqqlJWUsXFc4WcP5PH+bMF5OSUUlhUSaXNidXlxqOquHWgCoLXdSb4KtsrggDethqnmSoKflBB8Lv02OtE8xUs0uZTqJ0muFSO/vPRn70/9TD4at21fgIfNTvghcFm5JiDN2Yj61Wvev0q8ngU9m89zcKZWzh8JAe3KKIYJDwGyZsvLKDqtd9rj4zPOazqQBGvAMP+jmFfbAQ/DoavdAzX/L77geCflDP8I3ESkqiiEwVfpnCNk9ikk3Bd4Ro26SRkibrF6VAJkPUYJfEq17BBFIgwBKDiuiqH2CBKRBtC0IkqJc6iOpESoBKhDyXCEIiqOihy5ONSa89phsSO4abYsT/7c/2pv/tFRUUUFRX923lSUlKYM2fObyom4kr9Fo7bn72+koWfbGTkrd04d76QI3sz+cOzIzl0IItN645x07j2rFh2EEuAAUOwiaKiSv7y7EiOnLzE4mX76dOrCYoksGHbKcYNa8vBM7mcOn+ZEf1b8vAdfZj42BdcLq7kgUk9MFkMvDZ7PWFBZpa8fifl1XZufukryqrtjO6ewbNTB/DC1+tYvOMokUEW5j05hfAgCztOZfHw58uwu9x0Tk/indtH4FEUXlm2gWX7tfowTeOi+PukwaRFh1NabeOJRavZcuYCAE1iIrm/T2f6NWmIKAoUV1t5d9MOvtl3xBfb0CEpnhEtmzK4WSOCjBpUOZp3ma/3H2L58ZO1hdPQvsLNY6LokpJEl+Qk2iXEYdZrBeVyKio4UVDIicICjhcUcrKwkJyKKwwdPyJZFAk1mXwxE/7yx7eKqlLldFLpcFyVEfyfZJR0GHQSqgJWpwuPR6kLfRFAVb0nrX7Zv14I7Hvu1lzAkgs6Jsfx2u3DiAiy/MStqVe9/m/pl4LB7ce9dF0weO/CZ37Sa3fq1Im2bdvywQcf+KY1bdqUUaNG8eqrr/7ocpMmTaJRo0ZIksSSJUvqYfD/WjfUWdX9RarijTiCJBSj91I8WTtmxEQGkldeSUZ8NH8c0I3p85bi9Hi4uX0r9AaJz3fvR5YkZk4azfxjR1ly/AQC8NKA/hgNMn9atwpFVRnXtDkPdujEvWuWcbK4EL0o8UqvATSOiOD2tYsotFUTabLw+YAxuFB4aPNSLlVXIIsiT7TtzfCUpjy0fTF7i7S82BHJzXmmTX/2Fmfz1/0rKXVakQWRB5r25OYG7fn4zCbmZO7CoyqYJJl703sxIaUdM89v5uvMrXhUBYtkYGqDHkxM7sqGgkN8cm4VZS7tpLpLeFMeTB9OibOMLzK/40TFBQAskpFxiX0ZHNuJNfmbWZb7PU5FO3FPMScwLmEwDQLiWZ77HVuLtvtcHW1CWjM4ZiAmScfa/GUcLt/re/+bBrVkYPRIBMHNlsLlnKzc52tLNKXRI3IEQbKFvSVLOVO5i5qjeYgcQ9vQoaRYMjhVsZqT5atwqxpwlEUz6UH9SQ/sR5njOCfLF1DlqsnLFYg1d6BB4FBMoszFqiVctm6mBt4apHASA0cRZexApWMXl6sW4vRc9m1TkKEd0ZYxGCQ95dYlVNo3UuOAFQQDQaYhBBn7orrPU21dhNvP8SuJ0VhMozDpm6O69uC0LavjyhV1TdAbhyFL4QjOLVoOsM9d683xNfTS3gPHD9683hrJYOgBchtQKjTw68msbRYsGhiWG4KnQFvev2idEKKtW4zUnMSOLYBfdp4Yo0VRCHoN7taBzoDUGHSpmivYeaDusgSAnK5tt/t0XScyBpBiQbWBcrnuOgWLBpP9HcaCGfTdEAx9tQJ0/0dyhh12J5eyijlz4hJnTuSRfaGQy0VVVFQ5sLndOFUVRaxxi4m+S4nVmiJEohfkSniduv8B6voggHc+6k7X2moBsD8IBu2xUnNm750mueDES4/87PfgtzCovBG6kfvx9z19eTxROy54hATk6B9uxCbWq171+g1IVVXOn8hl8Zdb2bb5DFVOF4pBh0cvoRgkFH2tW/iaYFjnB4RroK/3nhoX8Y/FR1yrAN21HMNXOIf/U5xEHdewAKKgIEsCas0f6KiIooJeEhH9XcOAKCoE6fU4FWcdl7EoqITqjah4fIWPa9Zl0cmE6k3Yleo6bVrchIEIfSAqTkqdJX7r1NqjDWGE6QNwK1bGJNxCs+CWP/uz/KULyO3atYuOHTsCsGvXLjp37nxDCsh99dVXTJgwAYC8vDwSEhL+vyogB/DdnB2899xiOvVtSqPWycyesZ6eg1qQ0bEB77++kjYdUzl2Mh+73cWw8e1ZtuwArdskc+99fbnnD7OQZYkn/zyUF/6xgrAQM889PoIHn5uPIMDnr03l7KUi/vbhagLMBua9Po27Xp3PpcJypg5pz0MTerLzeBYP/OtbVBVemDaQ/m3TmfLGHM7nl5AUGcIHD4whPiKYvWdzeODTJdicLto1iOe9u0ZhMepZc/g0LyxeT7nVjl4n8eiQ7kzp2gaAL7bv44ONu6h2aH9cXAmFzxYW8+b6rWw8fd4HVWVJom96KiNaNqNnWgp6SaLCbmdnVg47LmSzPesi54tL6ryHsijSOj6WlrExJIYGkxQSTGJIMHHBQegliXK7nZOFhZwsLOJyVRUlNivFVhslNislVhslNtuPOoqvRyadjgC9HpMso5ckRG/RXLfbQ6XdSanVhqJ4r064whUsAKof7K11AvtNqykE59GKwIluSA8P4/U7h9IwNuJnb3e96vV/Tb8YDB57nTB40TNcvHixzmsbDAYM14hycTqdmM1mFixYwOjRo33TH374YQ4ePMimTZuu+TpffPEFM2bMYMeOHbz00kv1MPjX0I3saOP6v0ZekIg9RMRtFFENta6KiEALTslDmdVOt7RkRrdrzp++XYkK/Klfdw7m57Hu9DlCTUbm3jKRmQf3M+eQ5n59ulcvooMs/HHtSjyqyqjGTXm+V18e37CGNZlnALirVTtuzWjD3d8v5mRpIUZJx18792VoSmOe3LmK1dlaBljf+Ib8vctgvji9h09P7UJRVUL1Jp5pO4Du0Sk8f3AVa3M1F29GaCyvtx+JR/XwypHv2F+i5c6mBkTwdIuhhOqNvHJsCcfLNYAQbgjknrS+9I1uzlfZG1h0UYPFkiAyKr4Lk5N6c746h5kXviOzWnMQh8gBTE4aQNeIFqzJ38Tq/M3YvbnBCaYYRscPIi0ggeW537GrZLcPCqdaUhgcM5AEUwzrL3/HvtJaYJxsbkiPyAEkmBLYVbKG/aWbfFWgQ+UoukXcRFpgc46X/8Ch0jXYFa04mU4w0Dy4Ny2C+1LkOM7xsuWU+8AvRBub0Sx4KGbJxJmKJeRZayMV9GIgqYGDSDR3ptx5iOzKRTg8tU6MEEML4i03YdEFUVz9HcW2DdSASVEwE27uT7ipJ6pyibLqRTjctZltshRHsGkUZn0jXM59WG3LUJRaF6wsN8ViGoFBDMHj3ILbvgH/yAVJbo/e2A8ZAZybrwC/Iug7aTfVCvbvwXPer10GuTPoW2lw1r4elFy/dr1WWE7XCNRirfCcUlzbLJg1R7AuDjyXwbmtLsAVQkDfXisU5872bpvfIEpM0IrP4dJiJvzzidFpryuYNeisXOF8EWPQRql5ddeJrO23v8MYAeQWoO+JYOgJcgsE4Wq3wW9NHo9C8eVyzp7I5dTRS2SeLeBSfimlFXZsTjcOoRbsqt6b8lPBrp9TVwO9gg/mXgV2vdN8gLcG6P4bsOu7x5tJWQODa27+6/OCAKMqcfzxP/7s9+23MKi8EbqR+/Ht8XaMCvO633SdECNm34AtrFe96vVbVGlRJSvn72bN0n3kF1XhMei8RehEFL2gRUpIaAXoZEF77Cs8V1uATvFC4X9bgO7HcoZ/SpzEf3AN10zTzgK9DmFRRRbxFaGryRo26kQ/J29NcToBk07ynX/WQGNZhGC9EbvHhlv11GkL1hsI1MlUuav8XMhae5DOSLghALdip9RVF4YNjxvKuIQxP/uz+yWPX0OGDCE3N9eX43vPPfeQnJzM8uXLffM0adKEV1991TfgLSkpITs7m9zcXIYOHcq8efNo3LgxMTExxMTEAHDfffexYsUKZs6cSVhYGI899hjFxcXs27cP6RrOzv/1fl+v9m05xTN3fEZKegwPvDiGx277hOAwC698cgf33/whJrOetBaJHDqQxZ339eGzmVtQFJUvZt3NC68u41xmIX+4rx+zFu2irNzK638dy+otx1m39SStmyXwz+fGc/szX3Mmu5BJQ9rRskk8T7yvvfcvT7+JgZ2a8PGKnXy4fAcGWWLWE5MxGHRMf+9b8koqCA808/79o2mSGMXBzFzu/2QxVXYnLZNjmXHPKIJMRgoqqnhmwVq2ndZi3zqnJfLS+EHEhgRSZrUza/t+Zu888KNQOK+8khVHT7LsyAlOF9Se74eYjAxpns6IFk1pkxDri2S7XFnFzqyLbL+QzY6si+RVVHItiYJAbFAgiV44nBQSTLDJiEGSMMo6DLqamwZw7W43Npcbu9uF3eXG7tZuVqcLh8etTXO5sLrcVNgdlNtsFFVZKaiqxqUo19yGGulEEUkQcLo8tU5gH/hV0U5mr+EE9gPAEQYjL9w8kJ6tGv7c7lavev2f1i8FgzuMvj4YvGfxM1dNf+6553j++eevmp6bm0t8fDzbtm2ja9euvumvvPLKNeOXAM6cOUP37t3ZsmUL6enpPP/88/Uw+NfQjexoj93xCTsLSnCEaUXkFL0WFSHotSJyE7u2ZMmh49hcboa1bEKzhCj+vm4zAK+OGMjsAwc5ml9AmNnEp+NH8d2Z03yyV3O+PtylC2mRYTy8diVuRaFLQiLvDBzKV8cO8q99WkGzXokpvNJrAE9vX8fGHA3o9UtsyN+7D2LNxdO8uGc9TsVDtCmAf/YYgUnW8dTu7zhVrrk6e8Q04MV2gzhQmsPfDq6mwmVHFkRuSevI/Y27s6ngFP84tpYSpwbzBsdl8GizgRwpz2LGqbVcsmknvEmWCB5IH0jDgEhmnP2OHcXaZUmyIDE0riOTk3tzoiKTLy+sIs+uAbwoQyiTkvrTKawZ3xdsY2XeBqq9mWzRhghGJwykSWAy6y9vYGvRdt+Jd7g+jIHR/ckIbsLWou/ZVbzZd5IfoAukS3gf2oR24GTFHnYWr6HaU+HdFj0tQrrSNqQnVe5c9pWsoMBRC0ETzc1pETyQIDmA0xVryKzciuKFt3rRQuOggaQEdKTEfoSzFSuwumudqKGGdBoGDsEimcm3rqPAug21xvGLjmhzT2LMPVGVfC5XLcTuzvYtqxNDiTAPIdjQDJfrMGXWpShqua9dr2tAsOkmjFIkTudOrLa1+Ecq6PVtMRv7oRcMKI4tuJ3bqY1JkNDpOyMbuiCjgnMLuI749WBJi4qQW2lg2LlVc9/6t8udQG6uAV3ntroZwkia41iXrsUzOHdoecB12ttpGcNKOTh3g1rm1y6D3BqkaPAUeQvX+f/7b9ZeWzBpr1vntQExVltWKa/rZAYt31gM1kC1r1hejUyA7Yr5Q8DQTQPD+h4I0v/m33xVVSkvrebciVxOHMnh7Ok8LuWUUlJhpdrhwYWKR/RzbV0JdwWtDUFzc9VeyuuNWvBFL+CFu0KtG1es69D1wV+ojWnwG7jXgFrlSnDrXUatGdzDVU5ff7B7Lfir+u79lvdrD9EZOTj9wZ/9Pv8WBpU3QjdyP3adbUKHAO8AyTAFMfS5G7CF9apXvX7rcjpc7Pj+OIu/3s6pM/m4vHESil5CMfjlDF/LNSx5jy0/NU5CuIaD2O+qEBU/MOwfJ+FzDdc4hH/MNaz6wWIQBRWdWGPd06bXTNNLQh3QK4kqRklEJ+G7Yg1vpIRRkrDIMla37SpHcZje7I2bqPRFnNW0h8gmQvVmnIqNmxMn0jmi48/+vH7J41dJSQkPPfQQy5YtA2DEiBG89957hISE+OYRBIEvvviCadOmATBz5sxrRkj4D5rtdjt//vOfmTNnDjabjX79+jFjxgwSExOve9t+C8ftnPMF3D3oTYxmPfP3PMf47i/jsLmYsfBBHrt3JtVVDgaObsfq7w4x8KaWlFbb2bXzHBMmdiIsOpD3P/qBJumxNG0Rz6IV++nXownTp/Vi8kOf43C6efHR4VgCDDz82iJ0ksg3b97Bwo2HmL1qLwZZ4uOnJtIkOZqH31/CtqMXSIwK4aunb8bmcPHgB4s5fakIi1HPP+4aRucmyRy7mM+9H35Lhc1Bs4Qo3po2nLiwIFRVZf7Ow7zx3WbsLjeBRgPPjOrL0NZaXY3rgcKqqnLqchFLD59g+dGTFFbVGj0iA8xkxMWQERtNizjtFmYxo6oq2aXl7My+yLmiErLLyrhYVs7FsnJsrl++IFyNBCDAoBWGQwWHy02l3VkX+tbM7AeDfQ5gxe/eo0VACB4VoypyR98OTB/Rtb4+Sb3q9V/qF4PBo64TBi+5fmdwDQzevn07XbrUFjh/+eWXmT17NidP1q3D4vF46Ny5M3feeSfTp08HqIfBv5ZuZEf7+oMf+GjJbhwROpxmzV2h6r3OCZ124HluXD+eWLQGt6JwW9e2eASFL3cfRJYk3h57E+9t38XxywVY9DLvjxnOgct5vL1tOwB3tmtHx6R4/rh2JdUuF7EBAbw/ZAS51RX86YdV2N1uGoSE8fHgkWzIOc/rezfjVDyEGU281n0wCYFBPLh5KecrShAFgT+06Mo9zTsx6/Qe3j22FafiwSTJ/KllLwYnNOaFQ6v4IU9zHofoTfyhaS+GJjbjo9ObmJe5GwUVs6Tn7vSejE9ux+rcg3x69gfKXBpsaxGSxEONB+PBxReZ6zhcpgE6rZhceyYl9eJw+Wm+zlpLsVMDnsGyheFx3ekX1Z6dJftYnvsDFW7NuRuuD+Gm2D50DG3B7tLdfH/5Byq9OW4myUSvyB50De/MycqDbCtcT6lL+8daQKBFcDu6hPemyl3IjpLVXLbXAtgoQwIdQvsRbYzmeMV6TlZs811mKAtGmgR1p3FgJypcFzhR/h0VrjzfshGGNNIC+xIih3OpegvZ1ZtQvNlwoiCTYOlBvLkTqlJCbvUqKpy1PwayGEycZRBhhnTsrhMUVa/E5eeqNUjxRFqGYNaFYXfuodL+A6pa62Y16BoTZOqPQTBid2zB4dxJLfgFvdwSs6EXekHC49yCx3WoTn+V5NbI+q7IgoDg3Hl1XIPcSouKQNEKvLlP1G2XmmuOYVRvDvAVBaekphq8RQX3kSvAMiClg9xYW7/rWN3CdwBSmhYXgUsrInel81dqBGIEqBXeDGL/E0mDVoAOwJ1F3agJQYuwQLl6nei891eclOqagaEngqE7yK1/UtZwDeA9c+wSJw5lc+pUHrk5pZRW2rG53LhEfAXTtAG26Cuk5l9ATfW6eP0Bbw28rRls18Qx+Ny6/u7dK0HwFeD3qsgGrm5TfgTgXgVvr3D9/ie4W6cQ84/OUzs9xhjIrqn3XfdncKV+C4PKG6EbuR+ZF9JJrjk3CngZMWD8f7+B9apXvf6/kqqqZJ8rYNnXO9nywzFKqx1+cRLe81qdiEcHHlkAnYDHW3xOkQCdUAcIq15I7HMK1xyrxFrXsNZ+hYP4J7iGawBwjWtY8I+Y8M4ninUhsCio6HyRErXREbIoIAqqL4O4ZrpZpwPBUwcai4KKSdJhkiSsHludInWSoBKqN2OQBCpdlXViIyYk3MTEpGE/+zP6vRy/fqp+C/vtdLgYmfEXAObteo7XnvqG/dvPMv3JoezbncnubWcYPLYdK5cfIiEpjLv/MIBnn1lIcLCJDz+5g8nTPsLjUfjr0yN4/h8r0Ot1LJ11P/NX7OOzb7YTExnEnHdu589vLWX30SwGdmnCc/cP4bF/LWXroUyiQgOY9deb0ekkbn75a/JLKunTuiFvTh9Old3JIx8vY++ZHHSSyItTBzGkfRNOXSrkng8XUVptw6jX8cDgrkzp0QadJHKhsJQn56/myEXNuDGwRSMe6N+ZtBjNAFFqtWlQeMcBrE7tj5EGEWEMaJZG7yYNaBkfgygKeBSFnZkXWXbkBGtPnMXqcl313sUFB/rgcEZcNMlhoYSaTb784KJqqw8MZ5dqkLjK6cTucuPweLC73Di9jl//53pJh0UvY9bLmGUZWZKQBBFBQIt/8Hhwuj1U2h0UVVmpstcUhrtakiBcVRDO+1NS6wT2eH+GPIBbRecR6NwwkdenDyPQ/O8BU73qVa/r1y8FgzuOvD4YvHvp9WcG/9SYiLKyMkJDQ+tcGaMoCqqqIkkSa9eupW/fvj9xD/971cPg/7KjnT5ykXse/hJ7hB5XoIjHIGqZwRIYzTJWl4sBGWn0zmjIU9+uAeDRgd05nJfP2pNnCTIa+HTKaN7ctI2dWReRJYl/DB9MvrWKlzZuBGBSyxbc2qY1969azvmyUmRR5LmefWkVE809q5eSW1VJoN7AewOGER0QwB83reBEieb8nZjegsfa9eD1A5tYeE5zhDYMDudvHQcQawnkL3tWsrvwIgCtwuJ4teNNFNgr+fuRdZyp0NbRIDCcJ1sMINpk4eUjKzlUqs0fprdwR6PuDI3PYGH2Lr6+sBW7RzsZ6BHVhPsaDaDKY2Vm5joOlGpFzyRBZFBMOyYk9eBg2SmW5GziskOLP9CLMv2j2zM0tisnKk+z9NL3lLrKfW3dwtvRP6or+Y5c1uSvJdeuAVoRkdahregR0Q0BJ1uL1nO6srZoXLQhju4R/Yg1xXC4fBuHy7bj8gJWSdCREdyZjKAOVLgucqT8e0qdtZEIIXIMzYP7EqmPIqt6KxeqdqD4oKFAvLk1qZauiDjIqlpLiaP2kgCdYCYxoAdRxqa43Be5VL0ah6c2Z9coRRFj7kuQHI3ddYJi6zo8fnEKZjmNMFNvjJIJh/MAVfZNqH5REEa5GYGGnsiCDpdrH3bHdvyjEWS5ORZDN2RBh+Lcj8e1D39wLOrS0eu7oBNlRNdRuAIcIyWD3AEEnTfn93DddjFGaxcN4D7rXd7v50QMA107EC3gyQbXwTrbhxAIutZaXISS63Us+ztrzCBngGgGT94VBegAgrQMY8QfiYyIBjFUcw0reVcsawIxCJQy6kZHAOip605GcybL7VF1XSgsacrhAzJHD13k/NlCCooqqLJ7cKoKHq9rV5G0LEZVrL3EVnNQCd6BsNfRK2htPgdvDeT1d/D6gO+1Ae9VMQz+gJfa53VALtTJcfy3gPfH3LtXuIKBOmfa1wN4a8+6/dbjb83wA8cNLGFsGHcPP1e/hUHljdCN3I+C7HQiav7jCF2EaGjx329gvepVr/+vZbc62brmMMu/2cXpM4W4JAGPQYdqELUoiStcw4pO8MVJ1PyhWQOFr+karjmG1QDh/+QavhYY9gfEXrcwgl/WcE0bNc9rnMQAmotYcwnjK04nCLXxEdrfoHWjJsyyDgW3N4fYux5BxSzpMEgiVo//1UY1cNiEXhQYl3ATQ+N6/uzP5Pdy/Pqp+q3s9y3dX6L4cgXvLPoDh/Zk8vk7a+jSpylN2ibz+Xvr6dgjnZ27tCsN5y17mPvvm0VRUSXPPDuS9VtPsnX7GcaPac/OQ1lk5RTz5B8G07dHE25++HMuF1Vy96RudG3fkNuemY2qwhcvTiExNpQ7XppLZm4JGQ1i+PDJCZy9VMQdb3yDy+3h4TE9uG1Qe5wuN8/MXsPa/Zr54k+jezK1XzuyCkt5bv469p/Xou+axEfy7Lj+tEiOwe1R+HjDbj5cvxOPNyu3S1oSt3RvQ8/GqYiicE0oDBBuMdOrcSq9Gzega8MkLAY9dpebY3mXOZp3maO5lzmaV0BmUcmPFm8z6nSEmk2Emk2EmU2EmE2EWUyEmkxIooDLo+BWFDyKgtuj8P/YO+/wKMq1D99TtqcnpBESeu+9F0VURBHxiF3svZ9z7Ap20WMXRY9i770LSJPeW0KHENJ72Wy2zcz3x2w2u0lA4BA/1LmvK+7uzDttNzIzd579PT5VwV//XFGocLkpra2lxFlLmdMVbHJ3OGwmGUETcHt9aE3Erxa8aBYC+b/1zeCE+mZwfo1WVhtPXTOJAV2PvLrdwMDgyGkxGXzWI0cmg7994KgbyA0YMIDZs2cHp3Xv3p3Jkyc3aSCnqipZWeFFeLNnz2bhwoV8/vnntGvXDofjj28yacjg//EXzevxcdrJT+FJsuCJFFGsIqoMmlk/r4hmEb+qMnVQT9omx/L0L78B8PDk8XyxJZONuQWkRkfyziXn8vSSZfy8YzcC8NCEkzCZRe6dNx8NOKtrVx48aSz3LlrAz3v1yt2pXXtw25Ch3Prrj6wvzEcUBK7qPYCbBgzh5c2reX3rGjQgPTKG58ecQa6rikfWLqDUrVfxTmrbjXsHjGNJwV6e3LwQp8+DLIhc3XUoV3Ydws95WTyfuZgKrz5+RGJ77uo1nl01Bby6czG5Ll3ixlsiuLLjSE5K6cJ7+5byde664MXysITOXNJ+FGZR4N3sX1lbrl+siAicktyPaeljyK0r5IvcxeyqaajcHRrfg8mpoyj3lvFz0VL21x4MzusYkcGpSaOJMllYUPQr22saqlNjTbGMbDWcbpGdyKxez5qy3/CoeoWoJEj0iOpH39hB+NQa1lcsIq+uISYi3pxMn+iRpNhSyHVtJqt6CV614eI+3d6brlFDEfGS7VxGQV1D3IIkmMhwDCPV1g2vUkSOcxG1/oa4BJMYQRvHaOLNrXH5dlPkWoI/RPxapASS7WOIkGOp82ZRURcufi1SCnG20dgkB15fJk7PckIrWU1SGyKtI7GIDvy+7bg9ywkVq5KUht0yArMYAf69KN5VYcsLYrIeJSFEI6m5epxDyPYRYsE8SI9dUIrAtxa0kBufgCxFTNBjGXwbQHM2zEcCuTdIqfp032bC4yIINJFrDZpHl89aRfh8sQ3IbUBzg383aI0yyMTWICWC6gxkIIeKZQGk1oBZj7FoHBshRKGqMgIVelVRAFUFVRWQ5fB/Jiuqrazbmcr63a1Zs6c1+ZVRgaY6AcnbOKYhdFpoZe+RSN7DVfGGVOMGBW+j6dBI4h5ini6JGwliQh5D139YwQuEiubg9MZj9GlCyDih0fqEkLEdIxOYN8mQwcfzOGpyO+CQA3+hTliDKMf87ztoYGDwl6G+avinT9ew9NcsSitdgYphWY+TMAtoJr1qOCiIQ6uGAzn19c3oGmcNq/V/cGwua7heFB+uarhRtfAhIyXCxHGoHK6vBNanhcphMUQOq4RXB4sBOaxovkA+ccM8uyRhCVQO13NN+8lMbTPumD+Hv8r562g5UY77zvNnk7U+m3teuIikNnHceuFrRERaefDlS/jXNW8TE+cgMiGSA9mlzHzqPHbtKeS9d5fTr18GU/4xiPtmfklsjJ0p5wzkvx8sIz0tjrnPT2fJ6t089Pz3WC0yH794Ja9+towff8uif7c2vHLfP8gtrmT6Ix9SXeth4vBuzLjqND5fuoUnPlyIJAo8dc0kTurXEVXVePrLxXy0eBMAl540gNvOHgXAN2sz+c+3S6mu8yAIcP6Ivtw8cTgRVgtZeUXMWbiGhZl7UQM6ICMhhouG9+XsgT1wWMxU1blZvHMfi3fs47c9B4IREgBmWWJIuzaM7dKeIe3SaBMXjVnWv23n9HjILCgOyGFdEhdUO/EpCi1BlNWCw2xCFiU0VcPl8VHhqgvWoIRVBTeKfgjm/6oNMlhUAb+GSRWYNrIPd1wwFkkSMTAwaDlaSgYPOfPIZPDq745OBn/yySdccsklvPbaawwbNozXX3+dN954g8zMTDIyMrjnnnvIy8vj3XffbXZ5Iybi/4nj/Yt2ypCZuJJt+KJEfFYRLZAbjAT9O7ZmfU4+qqZx+egBqBLMXb5eP4mfexovLllJdnklqdGRvDrtLD7atJUPN+oVmDeNGEKHxDju/Oln/KpK35Rknp84kR/37WbWit9QNY3uCa148dRJvLFlLR9v1+Vku+hYZo07FT8qdy75kbzaakRB4MY+Q7m8R39e2rKCd3duQNU0HLKZW/uMYGJGFx7ZuIAFebqsjTXbuK77cCZndGfuntW8s2cNPlVBROC8dv24sesoVpTuYc6uJeS5KgFoZYnkyk4jGZyQwVt7F7OwcFvwIrlrVCoXtxtFii2K9w8sZFVZg8DtG9Oes1sPI85i56u8pawq2xac1zmyDZNSRpBii2VR8QpWlG0M5gNHyg5OThxO75hOZFZtY3nZSpz+BgHZPaorw+KH4FdrWVO+lLy6BtlslyIYEDuUdhHtOOjayebKZXhCxG+KtS09o4cQIZvZ51xDdu0m6mWWiERbR1/aOnqhaU72O5dS4T0QXNYsOki3D6aVtS0epZBc51LqQhrLWcRo0hwjiTLF4/UfpLhuKT61JmT5WJLsI3HI0Xh9+6l0L0MNEa+yGEucbQQ2KRJFOUCtZ3lYlIQoRBFhHY5Vikfz5+DxrEILiUwQBBtW8zCscgqiWqyL4VCxiwnZNBCTqQ2y6kTwbYCQDGMApO6BOAePXtGrFoXPF9PB1AkQwL+3mTzfWDB1Byx6VbB/Z/D91bGBqRsIEXrFr38n4XJX1iMjpChQK/RtNJmfAYIdTS1FaFQZ7PFIlJbbESWVxHgXkhT+z2CV04IoakTawyuEFRVAQBLDx+dWRLLuQGvW5aSyLieVAmdkkzze0KZrh6zkPYTkDYra5kRuY4nbnAA+XBVv/fKh80OqqpoVvo0l7zEK3lDxjgBCo3WFvu4alcx3E67mWDlRbir/V47ncbjzOmCWJDRNQ0zeiSAYNzoGBgaHxu9T2LhyD99/sppNGw5QqyghTegklEDzOc0UkMImIRCJFMgarq8algOSN6RqOCzjPkQAh1UQB/+I2iCHg+e4xpESIRXEYZESAk3yhoPCOCRvWBT0LGH9LPX7cthmklGbkcM2SWJq2liu6jDxmN/3v8r562g5UY571p0fsejbjVz+z9OZeuVo/jHqMVxOD8++dy3/vuEdfF6FUaf1YsnC7Uy7eDhnTh3ARRfMRtPgzblXc/vdH1FR6eL+u87kpbmLqKhycfXFo7j43CHc8MDHbNmRx6mju3PNhSM5759v4fUpPHX7WYwZ2Ik1WTnc8p8vUFSNW84bzcWnDeDBt3/hh1V6jNv1Zw3jqolDAHh7wTpe+GYZAKcP7MrDF0/AJEuU1bj4z3dL+X6dvkxilIO7poxjfO+OCIJAXnkVH67YzBdrt1Hj1u8nIixmzhnUk4tG9CUtLhoAr19h3YFcFu/cz+Id+zhYEX5vIAoCKdGRZMTHkBEfG3jUn6fFRiGLIrVeXdI2+1NXh6JqyJKISZSQREGvEFY0/KqCT1Hx+v14fAq1bi8VrjqKqpxUuz3NRkCA3hhO8atoofKXhspfAgK4vhkcfg1JgbYx0Tx3+xQyUuKO2++RgYHB4WkxGTzpCGXw90cng0Gv7p01axYFBQX07NmT5557jtGj9W8CTZ8+nezsbBYHvu3fGEMG/z9xvH/RJg1/hKpYM95oCb8tUCkhg2YCWRK59cyRzPphKQC3TBjO3opyvtu8A5tJ5qlzT+M/i5azv6yCCIuZl86dxPr8fF5ctgqA8/v1Ymyndvzzp5+p9niIslh48tQJRFot3PLL95TV1RFtsfL8hIn4Ublv6XyKap0IwGW9+nF9v8E8sXYJX+3Vy9J7xicxc9h4bCaZB1bPY0OJ/vWhTtEJzBw8Hqfi4Zkti9lbrefYJtsiubnnSIYkpvNc5iJ+ztMvJKySzD/a9uOSDoNYV76f13ctpaBOvyhItEZxVaeRDE1ox+cHV/HNwfV4Ag05UmwxXNB2BN2iU/j84G8sL80KVhHHm6M4s/VgBsR2ZHHJehYUrQ028rBJFsa06seIhJ4crMtlXuEySr168zoBgZ7RnRke3x+bJLK6fA3bqjKDgssh2RmeMIwOjnQK3QdYV7GCal9l8PNLtKTQL3Yw0SYHe51b2FWzKeRCH9LtnekS2RuBOvY511LiyQ7OExBJt/cm3d4ZRa0ku3Y5tf4G8SsJJlrb+tPKko5fLSPPtQKPUhEy30KSrT9x5lRUtYySuuX41IaLK1GwEm8dQLQpCU0to8q9Cr9aETLfQpR5ABGmZAStEpd3NUpIBjHIOMz9scltEDUnXu8GlLAGb2CWe2AzdURGQfNnoSo5YfNFsQ0mc09Mgoyo5DTNASYCTL1BtIFSHMgZDs3flfX8XTFel8r+HU0rc8UMkNNA8+qRE42rgoUYkNujR0LkgFocNltRzJSVxeOs1YiKqiYhPnz9Hp9IQWkkfkUkMbaWKEe45HV7JcqcdsyyQquo8GVVDWrcFkySgt0cniusqIFi30ZXoblVkazNT2VNXipr81uTVxsZLnqDErf5SIYmIldoOu93K3n/CMnbjODVXzes83CCN3SsENgXIbi+wE17YHrP6DQ+GWvI4OP6zZa8DsgBGSyl7D5Oe2hgYPB3wVldx6LvNvLLNxvYl12KV9AjJVSLiBaIlFDMQjBnWJH15/WREsF84cbVwo0jJeqjI5qLlDhk1TABGRwii5vLGxZoWjl8CDncXA6xSRKCDYNDp1tlCQ0FFZUbOp7J+RlGTMTRcqIc97vP/cJHs39l4gVDufnhc3jo5vdYvXgHV95xGqtW7GbbxhxOmdyfX37aQqcuycyeexX33v0pq1frjeQUCT79Yi2jhndm1OguPPrcD5jNMu+8OJ0al4er7n4fTYM5j1/Ikg17eO+7tditZl57YBqd2yby6YKNPP3BIgQBnrv1bAb3zOC5z5by8aJNAIzv34mZ00/FZjHx/ZosZrw/H7+qMqRLOo9cciqJMREArNp1gEc/X0hOaSUAo7u3495zTiI1Tn9vaz1evt2wnfeXbSS7VL8OFwWB4Z0yGNwhjf5tW9MjLRGzLKNpGntLylm0Yx9Ldu1je0FJWJxEYyRRIMJiwSSJmCQp8CNiliRd/gYe67w+Kl1uqurcVLsbx7gdGrvZhFmU8PoU6jy+8BgICFb/Nm4GJwQqgEUVLH6By04dyHX/GGk0gzMw+H+gpWTw0IkPH5EMXvXjg//v55s/GkMGH4cPe/rE/7Bf8eGJlvA7RBSziGbSZbAmwJQhPWmfEhcUwnefOYbf9h3gt93ZxNitvHbx2cz69TfW5eQhiyKPnjkel+Jn5i8L0YAJXTpy59gR/Ovnn9lUoIu8S/r2ZfqAftw270c2FxUiALcOHsYlvfvy5KqlfLpDr65tExnNU+NOpdzj4t7l86jy6hWik9p14V8DR7Om+CBPrl9EuUevDJ3crjv/7jeGlcXZvLDtN/Jd1QC0jYzj9l6jSbQ5mLV1AVsq9FxdSRCY1KYn0zsOIbMql9d3LaXIrS8Tb4lgakZ/Tk3twdLiLD49sJIKrx6NEClbmZo+hJOSu7OiNIvv8ldR7nUG1ikyqlVPxif1Ja+ugF8K11DgbhCs6fYkxicNppXFwbKytWyubGhyZhJkBsb1om90F6r8ZSwvXUFZQBoDxJnjGBjTn2RbHLmuPWypWo9XbbjYaGNrS7eoXlgliezaTPbVNkhlAZF2jm5k2DsgCl4OujZT5N4bXFZApI2tB6n29miakwLXRqp8eSG/KQLJ1h4kWtIBF8V1G8OiJPT960qCtS2CVkOVZwtuJbziNlJuT6ylIzJuar2b8SjhFa8WqTXRlq6YBQ2vfyde/96w+ZIQi8PSG7NgRVVy8Pm2hc0XBCtWUx8sUhyiWobq20Z4fq6ILHfDJLdG0jyI/p1Nq4bF1EAjN00Xt0pe+HwcYOoMgjVQ9buXsCxhRF38CnFoqhPNvxdRCL8gLC61U1LuQJJUUpNqiIoIl7s1dSYKyiPRNIGkmFpiItxh890+iaJqB6omkhTlbCJ53T6JijorVlkh1h6+LECNx4RJUrHK4V93U+vdbGM5XBPBuqJU1hcns64kmb1VsYeMgICjqOZtIoK18Oc0ng/HLnm18Krew0je4E10yLzmBG9w8bDx9UI4dL5G/9h2/Hf4VRwrx/Lv/uzZs3n66acpKCigR48ePP/884waNeqQ45csWcIdd9xBZmYmqamp/Pvf/w52jAV44403ePfdd9m2Tf//bsCAATz++OMMHnzkXeaP5/nLl98RSRQNGWxgYHBcKCmoZME361nw4xby8ivxyRKqJfBj1quGFVmvHFYDghipQQ7r0RKNIiUCjw2NVBvFSDSWw4fKGw6Vw0F5/L9VDjfbpE4EQaivD9bjJ6a3G8sNXU475vf1RJGifzQnynH/8tlanr/3MwaM6syjb13Fl+8u5/Wnf2TQyM6075nGx3N/Y/SEnixfvhufT+GF16dTWVUXbCT3xNPnc+3N7yBJIp+/fwMPP/s967fkMKR/O2Y9OJUnZv/CD4u20b1jMi/OmMYdz3zJxu25xMc4eGPGBaQkRPH4Owv4eslWHDYzc++/gHap8Xy9bBuPf/grfkWlU1oCz11/FqkJ0azIyubO/35PndeH1Sxz6UkDuGz8QBxWM26vn//+uoa3Fq7Fr6iYJImxPdszaUA3RnZti0mWUFWN5buyeXfZRlbsPhD2XphliV5tkhnQtjX926bSJyOFKJsVTdMocdZyoKwy8FPBgbJKcsoqySmvpM7nP8S7+/s4LGYiLWasJhlZFBEQcHv9lNXUUufx06jGQCdU+jYWwfVREIqG6NNIi4rkhX+dQ9vWCce8jwYGBv87LSWDh51+ZDJ45U+GDP5bcLx/0R6++T0WZh3EG2vCZxdRrIGvyYm6EAa4bOwAzFaZ135dDcDMqeP5bOM2tuQWkhIdyVvTz+HFJav4IVNvknXT6KF0TIrnzu9+xqcoDElP47mzTufNDRt4Y906AHokJvL06afx3tZNfLBtMwDdE1rx6LhTqPF5uGfxL+Q59fiBi7r34aq+A3htyxo+2bUFDTCLEpf3GMCl3fsxJ3M17+/cgAbYZBMXde7L9C4DmJ+/i9lZKyj36NWS3WOSuKPXGCyyyOu7VrCiuOHr/+OSO3F5p6Fk1xbzxu7fKA5IYUkQOSm5K+dk9KeorpwPs5eR49KrV0UEhrbqxMTUvoDCdwWr2VLZsM4MeyKnpwyktT2WNeWZ/FayKVhlLAkig+O6MzS+O9X+SpaXrie3rkGORsh2hsb1o429FQdd2Wyq3IxbbRB7ceY4BsT0JdpkJbt2J7udWSGdoaGVJZluUT2wiCK5dbvIcYVXxLaytKa9owtmUaXYvYtC956w+bGmVNrYu2AWNSo9eynxhC8fKaeQbO2EWRRw+rIp9+wIm2+TEmhl7YxVlPEouVR5sgiVprIYQZy5OzbJhqoW4fRsDcsZFjARZemGTYpF0Crx+DJRw3J8wSJ3wC61RsSD378LtVETNlGMxy53xiTKoOShNaoaBjNmU1dkMQZJq0Lw7yO8KhgQ00BKBjzg3w+N9kFR7VRWtcJZ4yfCUUl8fG2j+ZBXHEW1y0KEzUebxKomsQ7lTivFVQ4kSaN1bA12S3h1gtsrUVATiaIKJEbWEmUNl8c+RaC41oGiiiQ4XNhN/ibzK9w2ZFElztZUDrt8cqASKFwO1//r2lgOV3gsrC9NYl1ZMuvKktlW2Qqvqme3Nsn9bVzNGyp0j1byoq/rSCVvaIVv6OtDV/EGbp5Dpgd3OyiYG8nesPWELBMikQU0hsR34fmBV3CsHO2/+/U5ULNnz2bEiBHMmTOH//73v2RlZZGent5k/P79++nZsydXX3011157LcuXL+eGG27go48+YurUqQBcdNFFjBgxguHDh2O1Wpk1axZffvklmZmZtG7dukWO43D48zsiGjLYwMCgBdA0jbzsUn7+Yg1LF2RRWOZEMUmo5kDecDBOQgjPG5YD18+y0FAtXB8RUV85LDY86s+1hrzhejkcKoqbk8NNIiUanh9L5bAQiJUIHH3DNAGmpg/h3l5nHvN7eaJI0T+aE+W4N6/aw92XvE5qRjxvLriLfTsLuOHcl7HazNz9zPk8dMdHpKTF0mNgO+b9uIWx47tz90Nnc8H5r1BW6uT+Bybz8Vdr2bm7kJuuO5khg9oz/Za38fkVZvzrTPr0aMO0m/9LndvH/TedzshBHbjukU/Ye7CUjJRY5jx0Pg6bhRuf+ZyNO/NokxjD3AcuIDrCxua9+fzzte8oq3YRE2Hj6WsnMaBzGjtyi3n8k4Vs2a/fF8VF2rlu4lCmDO+JSZLYW1jGo5//yvp9DQUbMQ4rp/XtwqSB3eiVnowgCOwrLmfpjv1szM5nQ3Ye5bV1Ye+NIECn5AS6JCcQ67ATF2Ej1tHwE+ewE2O34vb7qfV4g491Hh+1Xh8ur5c6rw+X10ed10+d10ut20e1y015bR3FVTUUVdXiV1WaQxQETKKI16eEV/+iP9bHQATjIFQNwQ+yH84e3p27rppgZAEbGJwgtJgMPu0IZfDPhgz+W3C8f9G+fPs3XnprKd44E76IQBM5k/71t7TEaHIq9crJq04ehNPv44MVm5BEgUfPm8CrS9aQXVZBQoSdFy44k8W79zFn+VoAzu7djTN6d+WWr36g1uslMcLBk2eciiKo/Ounnymvq8NhMvHoKafgF1RmLl1ItUfPTbqoVx+uHzCY2RtX836mLopTIyJ5bPQpJEVE8OiaRSzP1//aG2e1cXu/kfRulcTMtQvYWKpX/ZpFifM79eHSrv356eAO/rtzNU6fXqHZL741l3UeSJuIaObuXsXPeduDGrV/fBuu6jQUP34+yV7LurLs4HvVIbIV0zIGEWu18mXOajZWNMyLNtk4LbUv/WLT2VS1h3mFG6hTGqRd75h2jGnVE1FQWVqykR01DX+tdkhWhsT3oEtka8q9Zaws30C5t6FiNcEcx8DYHsRZIihy57O5cjPukIrgeHMcfWJ64ZBkSjy57KrJDGYTA0SZYugS0Q27bKbcm0d27Y6wKAm7FEE7R1ciZBNOXyH5deHzTYKFNFsXokwO6vzFlLh3oIY2cEMk0dqJaDkGv1pFuScLRQuvho02tSHGnISo1eH07QqLkwCwiPHEWDIwo+H1Z+NpVJErClaiTB2wSFY0tQSvfzfhOb1glTtgleIQtFoU/x40LfyiTxYTscrpyAIISi5aI3kMFsxyB2QxUpfDykHCq36hqNhBRZUV2aRX9dpt4eK11i1TUBaJT5GIi6ojKSZcDqsqFFRGUO2xYjf7SI2pwSSFb6PGbaLI6UAQICmilohGcrhe/noViVibmxhr06+ildZZcftlYiweIsxNv/pW6bGgahBj8SA2kr0+VcCvitjkpo0yNK2pHPYoElsqE9hQmciGikQ2ViZS4rXrM39H9DabyduMzD18Je/vS14hODawPxxG7IZNCxlfP72ZdQcfw96bhuVGJPTk8T7Tm7yfR8rR/rs/ZMgQ+vfvz6uvvhqc1q1bN84+++wmHWIB7rrrLr799lu2b2/4psJ1113H5s2bWblyZbPbUBSF2NhYXn75ZS699NIWOY7DYchgAwODPwpN0zi4r5j5X63nt1+3U1Bag9+kZw2rFikgh5s2owtWDh8vOXwcYiXCptU3pAsIYwF9nChoSIExF7cbzl29Tj3m9+5EkaJ/NCfKcVdX1HL+kIfRNI13l95LfFIU5495gupKF4/Nmc59t36ApsHjsy/l7ts+RJJE3v/yJr77bhPvv6c3khs5rivPvzKfDu0TeXP25cz9eDlzP1pBfKyD9165kq/nbeLVD34jPtbBxy9eibPOw9UzPqKorIaeHVN4+d5/UOfxcdnDH1JQVs3g7um8cMc5yJJIYXkNd776LdtzipFFkX+dP5Z/jOmDpmks3LyHF75ZRk5JJQAZibHcOnkk43p3AGBnfgnfr9vODxt2UFbTEJOW0SqWSQO6csaAbqTFRwP6/8PZpRVs2K+L4Q3Z+eSUVR7ReyiLIoIgHHMDOUkUiLRYkEQRt8eHy+1rknoWlL+NHwMCWPJrRMkmHr/lTIb0aXdM+2FgYNBytJQMHn7qkcngFb8YMvhvwfH+Rdu1NZfrr5mLt5UFr0NEsdVXPOjzr500lFfn6RnAN5w6lAOVVXy7YTtmWeLRf0zg9WVr2VVUilmWeHjyeDyqwowffkXRNIa2bcNNY4dy/08L2Feu5zddMqAvlw3qx93zfmFNri78zuvVkxuHDuHZVSv4aqeeDxxvs3P/qLEkOuzcvWQeOdW6PBzROp07B4+kwlvHY2sWsbdKj1HoGBPPvYPGIIkCL21dwfpAnrBJFJnavhcXdenH9wczeW/3ejyKLvCSbBFc2LE/w5Pa8uWBTXyVswWfqp/o20bEMbVtX/rEpTA/P5PvcrcE5a5DtnBmWh9GJrYns+ogP+RtoNhTHXxPO0emMCGlN2YZVpRmsblyX3CeJIgMiutM35i2VPoq+a10M+XehmWtopmBcd1o62hFubeUdRVbcCkN1Zx2yUqv6C4kWWKo9pexrWpbmBi2iBa6RnYmwRJJnb+SPc6ssIpiWTDR1tGBeHMMXq2Gg65d1CkN1a4CIqnWDBIscUAdpZ59OP0NURUAsaYUWlkSkQWVGt9Bqn2N4h7ESFpZ2mAWJTz+Eqp92YSKWwGROHMGDjkCTaui1rcPVQuvdrVLrYgytULEi8efjaJWh82XBBuRJn0bqlqEX8knHA2r3AaLGIOg1aD4c2hc9SuL0VjENFSvH0HNx2wOl8eqKlBWGo3PYyU6wk9Ko6pfgCqXmdJqB4KokRLjxNZMLm9hdSQur0y0zUNipKvJOqrdZkpdNiRRIzmiFksjCetXodjlwOOXibG6iW1G/lZ5zFR7LVhlP61sdU3m1/klqr16dnCcpenybr9EnSLjkH2YG8lpTQOPKmEWlSbiuDk5DJBX52BTVSs2VieysSqB7c54vJrUcBNaT+jrJpIXmsYvBKYdQvKGj23+ddMq3obpDVK3YVkxsG9hy4QuFxojEViPGCKRAYbG92Zmzz+mMtjr9WK32/nss8+YMmVKcPqtt97Kpk2bWLJkSZNlRo8eTb9+/XjhhReC07766ivOO+88XC4XJpOpyTI1NTUkJiby2WefMWnSpGb3xePx4PE0/L5VV1fTpk2b4yODCzohCoIhgw0MDP5fKDhQyryv17Nkfib5RdX45BA5bG6+cjg0VqI+czgsVqJx5rAUkMOB581mDgfl72HkcPB1qAjWxW9zcjj03Hxx+0E82O/0Y36fThQp+kdzIh33ndNeIWvDAW6aOYUzLhzGo3d8yLL5mVx283h+W7yTvbsKue/Jf/D1l+vZuimHCy4dwRlT+gcbyc1+bTo3/fMDfD6FN16eTnp6PJff+ja5+RVMPaM/118+hotvf5u8wkouPWcI1144iv15ZVw782Oqa92M6Neep26fzP78Mq587GPqPD76d0lj5tWnkxwfSZ3XxyPvzufntfo3TKeO7sW/p43DJEv4FIUvlm1lzk+rqHDq17d92qdw+9mj6ds+FQC/orJqVw7fr9/Owq17cIfEOnRLS6RzSgLtk+LpmBxP++Q4UmKiEEWBkppaNmbnk1teRXmti8paN+W1LiqcdVTU6j9Oj7fpG4oeOWE1yVhkGatZxiRJ2E0mzLKEX1GpcXkoqXLicusFGY0vlQUNtPrK39CqYA1Q9BxgQdEQvRo90xJ54YHziIw4vBAyMDD4/6PFZPApM49MBs9/6IQ43/yRGDL4OHzYbpeXM8c+gSfBii9SwmcVUC16HhoiTBnWk7at4/jPt4EmchNHsCW/kF8z92Izm3hl+mTeW7WRX3fo+a5XjhzIwPatuf2LH3F5fXRsFceL557J+xs28f4Gvcq3fXwcT0+awML9+3l51So0oFN8PI+MPxk/Kg8s/pW9FbqAHJ6Wzj0jR/P17ize2boRX+CrNuMzOnDroOFsLMnnuY3LKHfrFwjDUtK5ttcgLLLES1tXsLJQjwaQBIHJ7XpwQec+rCzO5sM9Gyhx63LPLEqckd6dSRndWFuazYf71lPr10/+IgKjkjswMa0bNT4Xn+WsJ9vZUFHaNiKBU1N6kOqIZG3ZHpYUZeHTdJlnEiSGJHSkf1xbfJqH5WVZ7K5pqHi1iCaGxXejfUQrqvzVrCvfTrGnIjjfJMj0i+1EG3sctYqTbVU7qfQ1SFERgU6R7UizxeNVa9nr3Eu1P1yapliSSXfoMQcFdQeo9IWLXYccSRtbGhZJpMJbQJk3XOxKgkSqtQ1RJhsepYJSTzZao2rZGFMr4kyxCHio8uXgU8OFp1m0EWdOwSwIuP1F1CklNCbGlIxdcoBWQ53/YEhDEwANixhJpJyAJPjx+/NRGsU1iIg45BQskgVNrUBRw48DNFRPBHVVVkTNS0xcDWZzuHRV/BLVlZGgyMREeIiNbCpVnbUOat12rBIkR7uaVPX6/ALFTgc+VSLa5ibW1lS8VrrNVLmtmCSVVvam6/CrAiUuOz5VJNriIdrS9EK0xmuiymvBJKkkWOv0Cp6wdUC5x4aGQIzZjaXRNgCqvGZ8mki0yYtJbDq/1i8D4JCbZqUpGqiagEls+k9wc4LYq4psd8ay1ZnAVmc825xx7K+LQhNEDpfJezjJ2zS6IbgHR1nF21Twhi0TmC4KAqGCN3Q5UdCarh8NUdC/Btg9sguP9Lq5yXt1pBzNv/v5+fm0bt2a5cuXM3z48OD0xx9/nHfeeYedO3c2WaZz585Mnz6de++9NzhtxYoVjBgxgvz8fFJSUposc+ONN/LLL7+wbds2rNbmL1JmzJjBzJkzm0w/HucvpaATgiGDDQwMThDKiqpY9MNmFv20leycUjwCekM6c6AhnUnQiy1kATW0IV1ABmuyEJTD9UI4WDEsoWf1N84cDm1CJ4aI41A5HFopHFIxHPooiDRUB4vh59cpbfvw9BAjJuJoOZGO+9M5i5j7zE8MHtuVmW9cwXcfr+KVx76j75D2tOmcwrefrmHytMH0GtSeh+/9nKhoGx9+fQszH/qK1av3Mu38oRSUVbNo6Q4mntqbf99+Ous2ZXPHQ58hCDDn6UsoqXBy96yvMZskPnj+clKTYti8M49bnvgcj8/PWWN7cc9Vp7Biy37ufe0HXG4fUQ4L902fwEkDO6FpGu/8so6Xvl6GpkHfjqn8e9o4uqYnAuCs8/DOr+t579f1Qdk7pmd7JvTvzLBuGcRF6t9Iq3V7WbB1N9+v286aPQdpzhRYzTLtE+NonxxPx6R4WkU7kEQRWRSRRBFJEoKvVU3D5fPhrPPirHNT5XJTWeumrMZFaU0tpdX6j8fffNWwIIBVlvH5FBS/Ft4cLqwKOCCAVQ3BByYfnD+hHzdNH4soGlEQBgYnOi0mg8cfoQxeYMjgvwUtcXExYeBDeOJt+KIk/DYRxazLYE13QVw4th9xMTZe/HEFALdPGsWyvdms2nOQaLuVOVdM4dcde5mzdA0AYzq345oxg7jtix8pqnHSKsLOrLNPw69p3P3DL5TUupBFkVtGDaNXahL//PlnSmp1MTuxc2duHzGcn/bu5qW1q/AofsyixDUDBnF2l67M2bSWz3dmogY++kkdu3B174H8cGAnczPX4w1U9naKiefKngPJiIphTuZqluTr1bkCcGp6Z87t0Aun3817e9azqayhqrRffGumdeiLisLXOVtYX3YwOC/GbOOsNj3pFJ3A6tK9LCnahVdtEGVdo5IZm9wZkwS/FW9nR3XDegUE+sSm0yc2HT9e1pTtILeuQSqLCHSLakPnyFQUvGRV7yOvLlyatrUn0yEyBUlQyK3LJ8cVXg0ba4qivaM1Nlmk0lvGAVdOWI6wWTSRbmtNtMmKV3VS6D6IRw2XlQnmVsRbYhDwU+krosZfETbfJJhItiZjkyQ8SiVVvoKwbYBGtBxLtCka8FDrK8CvhefUyoJMjCkBsyDjU8txK2WEo+GQooiQIxE0Nx6lEC2sqldDQiRSTsAkiqhKGYoWLsEFNHy1Mr5aE1aLj+gYV0izFH0dmiLgctrRVIEYRx22RnEMAuDxWHC7bdhNKnEOV5PKWFSRGncEqmIizubFYW4qTut8EhVuK7KoEW+rC8nla6DcbcGtyESavEQ2E+vgUUQqvVYENOIsbuRm1lHtNenVvSY/EXLTdfhUgWqfBUlQiTE3FcyqBk6/XgEaKfuaCF1NgzpVQhY0zM3IY0UTggL0SKhVZLbXxpLpiiOrNo7trljyPI6Qat9wIQw0K3WD4vYQUripDG5uHQ3LAIiHEsiBR6lR5W/o9sLGBp73jenFXV3/WBm8YsUKhg0bFpz+2GOP8d5777Fjx44my3Tu3JnLL7+ce+65Jzht+fLljBw5koKCApKTk8PGz5o1iyeffJLFixfTu3fvQ+5LS1YGGzLYwMDgRKau1sPqJduZ//UGMrPycXoVVIuMYhF0OSwHYtlMAorUEC+hBiqGg9XD9QJYDgjh0CriegncWAg3jpmorxbmELnDh2lKd0ZaN14eM6WZIzwyTiQp+kdyIh139q5Crj/jWcwWmU/WzqCkoIqrJz+PySxz2yPnMOvBr+jQOZmX3ruGy/7xCkWFVdxxzxlExTp48IEviImxc99DZ3PH3R8D8OyT59O/bwaPPPs985dsp3OHJF6bdRF3PvYF67bm0CE9gRdnnEdMlJ0l63Zzz/PfoWoaV54zjKunDudgUQX3z/mRrP16o+kpY3pxxwVjsVpM/LZ1H/f99yecbv06dWi3dC47dSCDu6YjCAJFlU5e+3El36xsuBcUBOiensSI7m0Z2b0dPTKSkESRokonmw/ks6+wnH1FZewpLCO7pAK/0nyG7/9KlM2C3WzG4/VTWVMXLn6h4XVQAmt6FrCiISgg+jUcgsSMWyYxekinFtlHAwODlqGlZPCI8TOR5d+RwX43yw0Z/PegJS4upgx/lAqbhC9Kxm8XUCz6BarDYabGq5+Mp43uQ1SklTnz9SZy/5w8mp+27mLLwULMssQDZ5+E2Sxz/9fz8PgVOrSK4+GzxzPjp4XsLNKl59S+Pbhu1GBmLfqNX3bqDcv6t07hvvFj+DQzk0+2bkXVNMySxJUDBnBGty7MWvEbiw/sByAtKorrBwyhf0oKr2xYzXd7dKkhCgJTu/RgWree/Ji9i092bcHp0/c73mrnkm596Z+Uyns7N7Agt6FRWqo9inM79qRnfBK/5O7kh4NZwcrjGLONU9O6MDAxjX01JXyds5Vid01w2e4xyUxI7YpVFllfns2K4j34tYaLi96xaQxOyEDFz8by/WyvDs/A7RCRRO/YNBD87KrJZV9tYdj8OFMkPWPaYJFECuqK2VebHyZdTYJEp8g04i02nP4a9tceDMsJBog3RdPaHo8oKBS5C6jx14TNlwSRVGsromQLbrWGUk9hE7Frl+wkWGKRBI1qXwlutXFUgkacKYYI2YqquXD6i5uswyRIxJhiMQsCHrUcX6N1CGjYRBt2KQIBd0AOq2HrkIEIORqTIOLzV4BYFzZfREPzCvhcMiZJITKyron8ldDw1JnQFBGH1YM9rOJWF3maIlLntiILKtHNiFsJ8Hit+P1mHCY/kY2qdgUEUCVcXjsCIrHIV8u7AABmzElEQVRWb7PVs7U+GZffhFlSiD6EmK32mvFrIpEmHxapacWBRxGp8ZuRBZUok7dZCVvjM+HTRBySr9nqYJ8qUKuYMAlqsxXAqgZ1it5gztbMPgB4VBFZUAOCtOny4YL28FT7Teyqi2G3O5pdddHsccdw0OtAQ2i2qVuTmIawat76tTYjaZt5FGmohqpfDkLXF7oeLTheREAUaFIxH7rdYfHDuKbDNUf2JjT3vpxAMRHPPPMMjz76KAsWLGDgwIEtdhy/hyGDDQwM/kwoisrurQeZ/81G1q7YQ3GFE58soVhENHMgd9gcyB2WQ6Il6quHD5U7HIyT4NBCuHEl8aGiJQQtRBLrr8e37sSbE6Ye83GfSFL0j+REOm5N05g+7kmK8yp46LXpDDmpGxee9CQVpU7ue+4CHr37cwQBvlh0Nz9+u5HXX/6Vdh0SmT33Si68YDZlpU4eePBsNmYe5JvvN5KUGMWbr16B1+fn4hvexFnr4ZarTmLooA7c8MBHlFXUhgnhr37dzFNvLQDgrivGM+XkPvj8CnO+WsG7P61F06BtShyPXXcGndNbkVNUwWvfrWTeul1B4ds1PZHLJgzk5P6dkCWRvQVl/Lh2B8uzstmRWxx2vDEOK0O7ZjCyR1v6dWhNqygHZpNe4eRXVA6WVbKvsJy9RWXsLSyjyuXGr6ooioqiqvhVDSXstYrdYibGbsUi6+vx+hScLg/lNS6KK534/GqTKAhJEFAULSh/IVwAo4KkaAhejdSoCF5+5AJSU2Ja6tfAwMCgBWkxGXzyjCOTwb/OOCHON38khgw+Th/2NZOfZ0+VC2+MjM8molgEVLP+PeorzhjMm/PXoGkwdXhPIqOsvLVwHQD/PnsMK/blsGS7LmunDurJ5IHduePTHyiuqSXaZuWpqafx2/5s3l+zCQ1oFeHgoYkn4fR5mTlvEbVeLw6zifvGj6VHSiKPL1nCyhy9GjfBbufOESOIsJl55LfFFNbq0QBJjgiu6jeA/impzN64mgXZekSFSRT5R9denNOlOxtL8pmbuZ68Wr1i1CJJnN2hOyend2Bl0QG+2pdJlVevWBWAESltOS29M8XeGj7bu5lid0MMQYLVwalpXUiPjGZzRR4L83fiCxG/7SPjGZHYHodJIqsqj7Wl2aghQjTDEU/fuDTsssQBVzGbKw6ghCwfa3bQM7o1UWYzlf4atlfnhDWfkwSR9hHJJFoiUDQfeXVFlIY0mAOIkG2k2+OxyTK1/hoK3MUoWnjUQoI5mnhzJKKgUOkrbyKHBSDREkOEbEHVPFT6SlG08IpcWRCJM8dgFiW8qpNaJXw/QMMqSkSbIpEFFbdS1agyWBe3NsmCQ7IBXjxKJY2/fi+hYlIsqB4NUXZjsvqbrEPUNBS3hISKzeZBkpquA7+A4hMxy/5m5a8sqPi8EoImYDd7GkU2aMFvVHq8ZkyiSoS5sfwFCQFFkVFUEw5ZaSJuRQQkRNx+KwIiUSZ/s+LWrwrU+k2YRBV7M2IW9OxfryZhl3zNSmZVg1rFhIBGxCHW4VVFPKqEVfQ3uw4AlyIhwCEFsFcV0QBLMxXCAP5AlXBzgrj+X+0jFcRuVWKfJ5K97ij2eqLZ547kgDcCnyYdgeBtWvl7qOrdUOkrCQKNmweGL6sF7qW1MEksCgSW1cKW7xM9lKs6/DGVwaA3kBswYACzZ88OTuvevTuTJ08+ZAO57777jqysrOC066+/nk2bNoU1kHv66ad59NFH+eWXXxg6dGiLH8fhMGSwgYHBn52qcifLF2Sy8IfN7NpTjMsfqB6uj5ao/6aeSRfDqvTHVw8PTWzDJ2dfcMzHeCJJ0T+SE+24Zz/8Nd+9t4LTpw3hlken8tRdn7Lox81ceO04Fi7IpCC3gkdfvIiuPdO4cMqLuOt8zHrxIjZtOcj77y2nf/+2zHx0KlfdMJf8gkomTujFv++YyDc/beI/r83HbjPz3itX4HL7uPmhTyirDBfCr3++nLe+WoUoCDx521mMHtgRgDVZOTz0xk+UVtZikiVu/scozj+lH4IgkFdaxQcLNvD1sm3BaIjWCVFcPH4AZ43ogc2s/6G6pMrJ8qwDLM/az8odOTjrmka0RdosxEfZiY90BB7txEc5iI+0Y5JFat0+at0eat0+XB4vtW5v4NFHrdtLQXk1JdVNe4fUI4kCFlmmzu3TL/+CURB6NIRQnw+saoiKhugH0afRt30Kzz46DaulaW8GAwODPw8tJYNHnnRkMnjZQkMG/y1oiYuLp/71MfNW7cEbY8ZvF/FbAw0vJIFTBnRieO92zPhgHpoGZw/tgT3CzPtLNyIIMHPaBAprnLw8fwWaBj1aJ3L/lJN49IdFbM0rQhZF7j1jLJ2SE7j/u/nsL9NjByb26MwVwwfy+K9LWHdQr5rtkZzI7aOG40XhiSVLOVBZqU9PTOSfo0ayt7Kc1zesDUrhGKuV6b370T81hTmb1rEs90DwmPonpTKtW09MJpF3sjayqaQhQ3ZYSjoT23XGLEt8n72dZQXZwXkxZitntetOp9h4tlcW8UvuTiq9DVWoKfYoTkrtiMNsYkdVAatLDoRVBMdbHAxLbEukSWZ/bQlbK3LD5ptEid4xrUmyRVDtd7KtKge3Ev6V/nhzBB0iW2GWIN9dSoE7POcXNFJtcbSyRODXvBS4S6hTwi98BCDVFkOUyYJHraPUUxYmqHVZCq0s0dhkGY/iotrfVOxKQJw5Aqsk4laceNTGOboasgCRsgOTKOBWa1A0X9h8EQ1Z0IiQbciChletaVRFqYtbUdPALSCJKhZ7uMgU0BBREVQNzSdikv2YTEoz21HRFP2Cy2LyhVX2CoHtSKgoiqhLZFPTfZUEDUHTUBURs6RglsK3o99jaaiqiKaK2GQ/ohC6HZARkAQBn2JCBmxy84IYTcKvmbCK2iHFrEcRURCwNtPADXQB7FYlJEE7pJz1qQI+TcQiKs0KWgC3IiIIhxG8qoAfAYugNityVQ38mojpEPM1vQjikNs/VDO65lA1yPfZyfFGcMAbQU7gp1wxB6uCwyt6G2f+NlT9iiFjmqsAlhACFcPN5wWHyuHmqpMlQaC9ozfXdLjvyA6uGY723/1PPvmESy65hNdee41hw4bx+uuv88Ybb5CZmUlGRgb33HMPeXl5vPvuuwDs37+fnj17cu2113L11VezcuVKrrvuOj766COmTtUrwmbNmsUDDzzAhx9+yIgRI4LbioiIICIiokWO43DUy2BVBTl11/+0LgMDA4MTAUVR2be9gMU/bmLVsl0UFFfjEQRUi4RqDmlMZxLCq4frG9PJoInCIRvTqfXCVwqXw4fLHu4Vm8R3F11yzMd0oknRP4oT7bjX/7aT+694k/ikKN777T5++Wo9zz/0Fd37ZZDavhXzv9/M+ZeP4vIbT+bFZ37iuy/XM2xkZ26841QuulBvJPfu+9dSVlHLrf/6EE2Dx2dOZeigDtx49wdk7ixg3IguzPz3WRzIK28ihKMjbTz+33l8t3gbFpPM3VedwmkjuiEIApU1dTz81i/8tkmP9BvRux0PXnkqcVF6DnCFs47PFm/m40WbqAw0kYuJsDFlZE/6d2pN94wkYgOZwX5FZcv+fJZlZbM8K5u9BWXHNRYixmEl0mYBDWpqPVQ53cHLw+AlrKpXA9fL3/rngl8XwZIXzhjdnbtuO93IAzYw+IvQUjJ41NiHjkgG/7Z45glzvvmjMGTwcfqwv31/OS+8shBfrBm/Q8Rv1WMiVJN+WhvfvxMj+7RjxgfzUTWNSYO7YbWb+HTFFkRB4F+Tx5CRFMu/P/6JKpebaLuVR8+dwE9Zu/h+ix7lMLZLO/45YSRfb93BmyvWoWgaMTYr95w6hlKXi5eXr6Y2EEkxsE1rbh05lG2lxby0chXOwPRTOnbg8gH9ya6q5LUNa8mu1MWyw2Tiwp596J+Swrd7djAvew/+QNxDlNnClM7d6ZeczE85u/kle1dQ6ZhEkdGt2zGidTolbiff7M+iwNVQLdvK5mBc6/akRkRxwFnGwvw9OP0NlaFJtggGt0onxmqlxF3NqtJsanwNUtYqyfSJSyXJFoFb9bC7upD8unDhGm920CEqHpskUel3st9ZHJZDDJBoiSTFHokoQqWvmkJ3eI4vaMSY7MRbHHqcg99Jlc/ZZIxDMhFrcSALGi7FhUsJb/QmoGESBKJNNkyigEetw6OGV/UKAfkbIVswiyJ+tQ6f1rjiVheqFsmEWZRQNE8TQSyhIgr6RZGgaMgmBUluWtkrCZreTEEFk6yERD8EthOQxHoGl4ZJUsLiAXS5qwtgNJDQxzTZTmBbmgqyoIRk8mqB+yZ9voj+F35TmJjVAvdPuijWNAEBwnJ16yuIJXQ5qKoSJjG8clZA0McI+h2choRFaFzZ2oBP1bfTXH4wNMhZWVAPmePrVwU0OKSI1jS9ylcSDp0FrAQWPZTkVQP9Mg4ngeHIRfDhqFMlDnrt5Pkc5PttFPpsFPhtuFQ5TPSGyvtDxUE0Fbv1y/5O1XCTqmONLhFDuLDtHyeDAWbPns2sWbMoKCigZ8+ePPfcc4wePRqA6dOnk52dzeLFi4PjlyxZwu23305mZiapqancddddXHfddcH5bdu25cCBA403w0MPPcSMGTNa7DiaQ9M01MLOCIKAooLJkMEGBgZ/UbweH1tW7+PX7zexacN+ymo8+E0iqllENUuB63UR1RQSLxFoSKfKgBiIl5ADgri+YV29KK6PjAitGBYanmfYY1h0w5XHvP8nmhT9ozjRjtvr8TFt8EzcLi8vfX0Ljig7l0/8D5Isct09Z/LyrB/p2CWZl9+/ltyccq644FUEAd7+5AZeenk+a1bvY9r5Q7nm2nHMfmMhn36xlrhYB3PnXElJWQ1X3/Euiqox68GpDB3QvlkhHOGwctdz37B8oy59B/ZI51/TTyYjNQ5N0/hs4WZe+HgJXr9CXJSds8f0YuLw7mQkxwJQ5/Xx7fJM3l+wnrzS8F4hyXGRdM9ICv50y0gi2mFF0zSqXR7Kamopq3bpP/XPa1yUVteiqCoOixm71YzNLIOmS2WvT6HO68Pp8lJcUUNucSWK2vR6WRIEVL/aUAEcWg2saIiKLoJNfrjq/OFccsGIJuswMDD4c9NiMnj0EcrgpYYM/lvQEhcXu7bmcOMVb+GNt+KzSyg2AdUsIkgCmEX8isrQ7hmcPqQrMz6ch6JqnD6wC2abia9WbwNgTI/23HDqMB76agGZuUUIAtxw8lBks8TLi1biU1QsssTVowczvEM6M35ayI4ivUHa2E7tuP2kEXy9bTvvrd+EV9Fl3Zj2bbliyAB+2rOLj7dsDeZG9UpK4pJ+fZEkgdc3rmN7qb4esyhxdtdunNS2Pbsry/h4+xZyaxouFgYlt+bUDp2oVbz8uH8nOyoaGrRZJZnxbTrQPjaOPdWlLM3fT22I+LVKMsOS00mLjKbIXc3yov24lXBp2zkqgQ4x8Sj42V5ZSH5d+IWKSRTpEpVInNWC0+9mr7O4SVWwLIhkRMQQaTLjUurIqysPi5TQ0UiyRhBltuDTvJR6q5odY5dkYsw2QKXa72wUG1H/tXaNaJMVsyjgVuua5A7rY1QsoohNMqFqvmbkL0iCGoh/kBE0BVXwNRkjBsYImv5XcklWw8StEBS3+jZFVUOS1CZyNyh4BVVfj9DcmHp5qyJoWpMKYX2+vi1JUIMCO2xfgkJaDa5TbLQdSQgR24FlQvelvoq4XhYLCCHbqb//apDEIkIwg7ZhjF5FLAoCYmCEfBhzGrgGPWwjt9/L8v29Kt4jXcfv7cfhqoGPplL496hVJQp8Nor8Vgr9VooVC8V+K25NCvu8IET+NoqACHsejKGoF8uNT0XhY7tEjWVy2j0cKyfaTeWxcryOY9GqbYzOmIIgCPhVMBsy2MDA4G9EbY2b9ct2sfjnzWRuzaXC5cUfzB8WUUxiIF4CFLn+2371MRMN1cOEVBBrYvOCOEG2suKe6495X/8q56+j5UQ87odveIeV8zO5+JZTuPCm8Vx22jMU51dy99Pn8+wj3+Dx+HnspYsZOKwj997xEWtX7eWcaYPpPaBtsJHcx5/ehKppXHPT2xzIKWPcmK48dM9kXn5rEZ9+s46UpGjeeelyrBZTmBDumNGKFx76Bw67hQ9+WMfcr1bh8fkxyRKXnjmIS88agsUssye3lPte+4F9eQ3NpXt1SGHi8O6cMrgz0RE2/IrKwo27WbJ5H9tzijlQVE5zRqB1QhRtEmORJRFZFJEkAUkUkUQRWdIfJUmgxuWhsLyGgvJqSqtqm11XPVazjCyI1NZ6qL/8axIHoWiI9Y3h/GDxC9x18wROnXDohrsGBgZ/blpKBo8e9eARyeClvz18Qp1v/ggMGXycPuzamjrOHvMEvjgb/kgZn1VAteiZwdecM5y589bi9vrp0yGFc8b0YuYHC/CrKqf270yvDik89/0yfIpCYpSDmdMmMD9rD5+t2QrAmK7tuHb8EJ5fsJxV+/Qs4Dax0dw1cQw7i0uZ/dtqfIqC3Wzi4kF9Ob1HJz7cuJXPN29DCXy8E7t1ZnLPrszbu4dvtu8IyuJ4u50LevWiXUIsH2zbzLqC/OAxpUZGMrlTV9Jioll8cD+/Zu8Nrs9hMjG6TVt6tkqi3Otifs4eDtRUBpeNMlsY1botyY4IKn11rCrMId8VLnZ7xSfTPjoWv6aQ7SxnR1V48wKTKNI9NokYi4U61Ue2s4wyT3jWlAi0jYwl2mzBp/kocldR7XMTjkaM2UqsxYokQI3fRZXP1WSMKGhEm63YZBkVhRqfC7VRFEN9RaRDNmMWRXyaD6/aVOyKgr4+qyQhCwJ+zUvjpnBiYJuioCGpga/hy03H6BWlajDjVxS1JgK4XqSKQsPrJnI3sA5JqBevTcVs/TgpuM5DjKFhHfU5r9AgicV6wRuyvmCDspBq5LBxIWPqpXBQENcffzOVxA1xfvVxBQ2/G7r2rZfEemWxGGJH9fm6HpaEhufC7xjU35OsRzIf/vd1/C/zjxd1qkiZYqZEMVOumClXTZQqJqpVGQGhiRiGRrKY8FiJhs8w/P+FdPsoJrV55Jj380S8qTwWjtdxXDT7Zd6d8gKCIFDnF3Ck7TyOe2lgYGDw58NZXceGZbtY9PNWtm09SFWdD78sBgWxKgsoJhEtUEGsBASxJukVxLoMFpoIYrsisn7Wrce8X3+V89fRciIe9y+freX5ez+jc+82vPDFzTz7wBfM+3oD/7h8FH7gyw9X0b13G5598wrWrd7HvXd8hN1h4f0vbuLKK/5LWZneSG7suG7s2FXADbe9h6pqPHjPWQwd3IFLbnyLkrIaxg7vzH23n4HFLHMgr4ybH/o0TAjHRNnJK67kmbcXsnKz3ncmLSmGf00/mSG92+L1+Vm8YS8/rshi1bbsYDWuLImM6tueM4Z3Z3jvdphkCQBnnYedB0vIOlAU/DlYXHnM75NZloiLsmM3mxAAt8dHcZkTxa/fVzUbB6Ghf5MxUAUsKRo2TeTh+yYzdEinY94XAwODPwctJoNHHqEMXmbI4L8FLXVxcVq/B/DE2vFHSPgDTeQ0SaBf59ZcftYQ7v7vj9S4PHROa8UFp/TjkY8W4FdUxvfrxPRTBnLvhz+TXVyBIMDV44eQHB/J498swuNXSIuL4v7JetO4J39aQnGNLkVP7tqBC4b25sXFq9iUp2f6WmSJc/v15NTunflk01a+z9oRqC4UmNyzG5O6d2FbSREfbNpMoVOPQpBFkYmdOzMovTWbiwv5ac8uarwNkrNHq0ROatset+rnh707yHM2REGIgsCApFR6JCbiVDz8lpdNoSs8YiE9IpoeCYlIkkC2s4LM8qIm71+H6DiSHREoqByoLae4rmlMQ7zFTpIjAlGAEo+TUk/TMQCJVgcRZhNe1UeZtyZYER06ThQ0oswWrJKEV/XiUho3SwhULgoaFknEIkkomh+f1ripWIOElQQwSxKgNmk+FyqJRUEXu4KgER51FS6JBUIfmxnTSACHCtV6yVbfoKuhUVfz8rZe3DZel0CjeaHbbiRwxYDYFULnh243VPCGbFdotEzYPoVVFIdL4qb7Ut+UrL6KuNHzEFEsBUSxGBDF9eJYEITAcoEa4hBJfCSi+I/gRBHBh0PRoEaVqFBMVKgyVapEtSpRpcp4AzEgoTESEC6J9dcN2cXx1gFMbPPKMe/PiXhTeSwcr+M484Nb+PqknxAEAZdiJ6L1puO3kwYGBgZ/Edx1Xrau2cfSedvYtH4/xZV1+CQhIIgl1EDVsGoKaVQXiJjQK4nBXAfr3rzjmPfhr3L+OlpOxOMuL6nhouH6H6Y/WH4/G1bv5Zl7P6dzz9Y89NIlXHbW8/i8Ck+9eim9B7Tjqgtf42BOGTfefioVNS7ef28FrVvHMvu16UREWJn73m+888EKoiKtzJ1zJXuyS7jnsS/x+1V6dWvNY/eeTUyU/ZBCWNM0Fq3dzXPvLqKkQr8nOmVYF269aCwJsXovgtKqWuat2sEPK7LYldPwjc7oCCtj+nUgLTGW5PhIkuIiSY6PJDEmAlmWqK51sz2niOJKJ4qqoSiq/qiqKIqKX1Gp8/pwuX14vD48Xj+V1XUUlFSTU1SOojRVDLIooviUpnEQSkg1sF8lQpB56tFz6d074w/4VA0MDE4EWkwGj3jgyGTw8kdOqPPNH4Ehg4/jh33uiEcplwR8USYUW+BC0aRrjU5tErjl/NE8MPcXyqpdpCfGcNnpg3j804X4/Ard2yRy7/kn8dnKrXy1JhOAvm1TuOqUwTz27SJyy/Wq2uGd0rl+/FB+3bGXd1duxK+qWE0y14waRPukON5cuZ7NeYWAfsI9s1dXTu7Sgc+3ZrJwz77gvnZMiGNKz+5E2S18mZXF+vyGiuDurVpxUsf2RFotrM7PZcmB/fjUhr/kDktrQ5/kFJx+L2sLctle1nBhAdAuKoaeSUmIksD+6gq2lRUGK4rr6RQTT0pEBD5N4WBtJXm14VXDoBFrsZMaGYEoClR56yioq25W6sZZbUSazWhoVPvd1DRTGSwIYBIFIkxmZFHAq/qoU7zNjNMrEyURLJKEIGh4VV/z44SGplkmSW+s1bj6t14AB4WoQIhAbRhXP00Mlbf11ZJC43GhErj5xl1NxzU8hi4j1ueyNpoXJo6bWUeDxNUlbYMsrhevIWMDY4R6URy67zSsR2q8v43WUR9DIQYrjhtEcqgwbiyIw8YJDZXEwSrU4CNBYdycKK4Xy0JoFAX10RN6DeyJIotPdPwa1GoiNYpIlSri1ERqVQGXKuJDN9mNxXC0pS/j0t455m2eiDeVx8LxOo7bfz2b//TIAsAndsaS+P3x2kUDAwODvzSKX2Hv9gKW/LyF9av3kltQhVtVUeoziM31FcQCiixgdiks++auY97eX+X8dbScqMd969SX2LXlILc9fi79R3XhklNmIYoCn/52H+/OWcQ3n6yhd/8Mnn79cr77cj0vPvMTqWmxvDDncq6/fi7FRdWMHNWZGTPPwe9XueG299i9t4hhQzrw+IypbNiawwNPfoOz1kNaaiyzHpxKWkpsEyH82D/PIi1FzwKudXl444sVfPrLRlRNw2Ezc825I5gwvCuxgSZyALsPlvDD8ix+XrWDsqraZo9PECAh2hGQw1HYLCacdR5qXB6crvDHpvdlDVhMMjazjMvlxedT9OpfCERDaEEBLGggKhr4NKIlmf/MOp8u3Voft8/LwMDgz0FLyeAxw49MBi9ZYcjgvwUtdXFx47kvsaOgCn+0CZ9VRLUKaKJAdJydipo6EmMjuPuyk3nyk8UUlFWTFBvBVWcO5YVvfqPa5cEkS9xwxjAS4yJ47IuFON1eIq0W/n22Hgfx4YrN+BS9uddZ/btzZv9uvLZ0NWv25wKQHhfNZcP7kxobxTurN7Jifw6gC64J3ToypnN7VuUc5Ocdu3H79epWWRQZ17EdA9Nbk1VazA87dwUjJAAyYmIY1TYDi1lmQ1E+60NiJABaR0bRNzkZi0kmt6aKDUX5QXFcv+32MbGkRkWhCip5tdXsr27cvA0iTGZSIyOxyBJOn4fc2ir8zWT4mkSReLsdsyTiUrxUeOua+ST08CmzKGI3m9BQcfm9qDQVyYLQID8tsoQA+DV/o5EhAjVEwNbL4ObH1UvWEFkrhIvdhq/ON/8IDV+XD5fKDVnFoQKYRnJXhGZFMajU57Q2J4hDtxUUskLT/W2Q54FKX7F++dAKXQ0hJC9YEsJFcLg0Dhe9YcdaL4xD1tNUfKvBimOpkQAObivQ6E4OFfOhMj6wDrn+fSTYByb4Ws8mDq8kbiyMJUFsEMSNZbEhjA+LooFXA7cGtSrUauDWNDD1pV/qZ8e83hP1pvJoOV7H8e7GIVycov9brJr+gRz/2PHaRQMDA4O/JZVlTtYv28myX7PYnpVPea0HvyzSrWMir8y95pjX+1c5fx0tJ+pxf/jyAt57YR7DTunBg7Mv48oznyMvu5SHXryYjt1TufzsF/H5FJ6eM51O3VO58OwXcda4eeTpacTEO7jtlvfx+RSuuXYc084fyr7sEq69+R18PoW77jid0yf0JjunlH8/8gWFxdVER9p4/L4p9OrWOkwIS6LAqWO6c9k5Q4NSeGd2EU+9tYCsvYXB/e2c0YpBPTMY1DODvl1aY7WY8Csqa7IOsHlXPkXlNRSWV1NUXkNRuROfXznUoTeLLInERtmJsVvx+xWKS2uoq9MLacKudhVNrwZWA3EQmh4HIfo1IkWJ5567iE6dU/7Xj8fAwOBPSovJ4GH3H5kMXvnoCXe+aWkMGXwcP+z/3PMpPy3eiS/ahGKT8FsFEAVuumA0367MZH9+OQ6bmXsvG89rP64mu7CcmAgbj1xxKh8v3cxvmXrmU++2Kdxw5jBe+mkFW3P0k/nUoT2ZNqIP/12yjp8269mOFlnikpH9SE+M5YVfV1ASiI6ItFqY0q87/du25tut21mwc29wH4e2bcOEbh3xaio/bN/J5vyGi4VWDjundu1ErMPGlqJClufkhInhBLudIW3SMJklcqor2VxUGCZ+ATrExpIWHY1b9XOwuoo8Z+OKX4gwm0mLikKWBap8HvKd1c2LX0kiwW7HJIl4FD8VXleT7dWLX0EAu8mESRJRNJU6xdekShcIjNWfiwJIooCG1kgUN4jYcKELNFOtG1htmCwOjmuyTIN4Dd0GYSK4fpmG/SRkXuh4gtvQK28bqlvD5TI0fq4Gx4n17wdNj7Fe+galqRhaSauG7VN4JTEgqMHK2+C+BMVrgxQWA+tpkLaB5YIZxw3SuUHu1ovfkKZ6IdsPiuOQ+IuGTGG9ylhGbchHblKRrEvj5iIphMA6ZOqrjBuOOfj+B+bp+6c3t2uIn6gXyQIyAqIgBqWxvrxRZdwcbs2EPSXzmJc/UW8qj5bjdRwrd3VnSFQg8sbxNGLk5OO0hwYGBgYG9SiKiqZqyCbpmNfxVzl/HS0n6nHvyczj5rNfwGIz8enaGbz21A/8+Nlaplw8nGvvOoMXn/ieH75YR9/B7Xhq9mW8/vICPvtwFf0HteOpFy7iu2838PxzvyCKAk//5wL69s3go89WM+fNxdjtZt569QqSk6Ipq3Byz6NfsWNPIWaTxL23TeSkkV3JLajg+bkLWblBv2+URIEJo7szfaouhRVV5dtFW/liwWb25IR/e9MkS/TunBqQw+l0bZeEFJJXp6oaFTUuCstqApK4Bo/XR4TNgqZp1NV5qXF5qKhyUVZZS1FZDfnFlXi84QJZEgU0RUMLCGA0PRIiKIIVELwqkaLEM89eSNfuRiWwgcHfnZaSwWOHHJkMXrzakMF/C1rq4uLb91fw0gvz8MVY8TsCDSdkgcS4CB68/nRe/2YlG3flIUsid1w4lq9XZrI9pxiH1cyDl4yn1ufjmS+W4HR7sZgkrj9jOJVuN3MXrUXTIMJq5sJR/RjQoTWvLlzN+v15AMQ6bFw5diCCJPDx2i0cKKsM7tOoTm0Z16096w/m82PmzmBcgyyKDG+fTr82qRS7avlpxy7KXQ1VtkkRDgaltybGbqPQ5WRFTg7OkAxhsyTRpVU8SZER+NE4WFPFnvKyJrW38XYbSY4ITLJEjc9Dbk0VHiX8gkFDQxIE4uw2rCYZn6ZQ7qnDqzb+y3SD0JVEAbvJBIJGneJrEkMRLn/RBaegNxJDoFn5S4g0DT4XGs1rLIGbq+IVQhepF7cN80JlcOg2hEav67cTOj1cHjfd39D1EJCYh9pO6H7VP2vYT5Fg4zVBQBJAEkXMgowsSZgFGbMoYRZNWCT9uYSIQzZjl61YJBNm0YRZlLGIMmZRRhYlREHEJpqxSCYskhkTpmBmcoPIFjGJMrIg683eNAFB0CM4NE1B0RQ9DkLQb6w0TUNFQUNBUf2o+FBUHwgCgqbp0zUfiuZF0XyomhdF9eHXXKiaFw0/muZHw4+q+lDxomkeVK0ODQ+a5gVNQcMPmg/wIOBFwAeaFwE/oCCiIOFHQEFCQRSUgLRWAvnI9QK5UdaxoEvtQAPyQNRFgzSW0Jvb1Te/C604FggXyPrv1l9TIKsayCm7jnn5E/Wm8mg5XsdxYH9n2tgCL+J+RTS3OT47aGBgYGBwXPmrnL+OlhP1uDVN45JRj1FWVM0jb16Jy+Xl8X99TLvOybz6xc0UFVRy+dkvoigqz/73ChKSorj0H6+gqhpvvH8tGe0SeOrJ75k/bxsxsXZem3MFcXEObvnnB2Ruz6d/3wyeeXwaoihQ5/byyLM/sGz1HgCuu2w0F0wZjCAIZO0u4K3PVhxSCgOUVdWyPjOHNdsOsHZbDkVlNWHHIokCZpOMSZaQZRGzLCHLEiZZwmSSMEkSLreXvOJKvL5DVwybZBGb2YSzxqN/xav+1qReAGuAoiEqGoJXxY7Ik7POo3f/di3xERkYGPwJaTEZPOi+I5PBax874c43LY0hg4/jh7194wFuvepNfDE2/HYJxSKimnXjZjHL3HXFeH7bup8Fa3WhcdVZQ1m7N5cNu3WpO7JnO66YOIg5P61m5Y4DAPTv0JpzRvZk7uL17C4oBcBhMXPByD60S4ljzsI17C/Rv+rbJj6acwf1JCkuku+37GTprv3BfcuIj2Fi784owMJd+9hVXBqcZxJFhrZLJyMhmuzKSlbn5OJp9BWhjvFxtGsVi0dVyCoppri2ac5UnM1GakwUogRFrloKnDVNxmhomESJeIcNsyzjUfxUeuqaFcRAUPxaTDKiCIqm4VZ8jaRzyKtgOW6DMBUC1b+N9yQ4ngZhHFxNqE9rLIYbT28kY5ud38x2hUbjmowVwg8tfPcbFhIEARkRkyhhk8zYTWZizDbiLXbiLHbaOGJo7YglzR5Nsj2KOEsEVkn+y0rDPzOapgSEdC2K6kRVnfhUJ6paiaKWoqqVaFotilqLptagadWg1SJoTjStDkGrQ8CLiBdR06W0LqTVBgmNFqg8bqhWrhfJ9ZyIvxsaICUbMvh4HUdFTmeizYEXiVmIonx8dtDAwMDA4LjyVzl/HS0n8nG/eP8X/PTJas68eDgX3jSe88c+AcDHS+4lJs7Bc49+y89fb2DAsA48/tIlzLz3c5Yt3sEZk/tx211n4Hb7uPnGd9m3r5gePVrz7PMXUVhUxVU3vI3b42PKWf25/qpxmM0yiqLyytzFfP7degAmn9aHW68Zjyzp1RSNpbAoCkwY1Y1LzxlKemps8JpO0zQOFlawZlsOa7cdYH3WQZyuxs2zD40kiaQkRBHlsCIi4HJ5KC6tweXyEnYrFKwADnnuVxH8GlYFZjx8DkNHdTkun4OBgcFfh5aSweMG3ntEMnjRusdPyPNNS2LI4OP4YVdX1HLuuCfwR9vxRcqoFgFNEOjeI5VtewoAuOyswbhVlQ/nBU7oo3sSG+vgnXnr8CsqFpPEVROHEBFh5YVvfsPl8WE1y9x61kjiYhy8MX81uwJS2G4xMW1EH2Iibcxdup4ypwvQv5Y+onMGw7tkkFNRxTebsnB69KpesywxqG0a3Vsn4vL7WbU/h90lZcFjMIkiAzNakxgVgUdV2F9ewY7ikjAnKYkCHRPiiLJZUdAoc7vIqapCaRThoKERYTETbbMiy3rUQ7n78OIXwGqSkSURRVWpU/xN3uew8aESt6FUNvwxsFSQJqJXazq9ubGNzWzjatwj8WeHcNJogdgAQcAimYg0WUh2RNI+Ko5ucYn0SkiiQ3Q8cVb7CSnqDP4aaJqCptaBVg1apS6c1WpQK9CUEtDKQasEpVofo9YCbtA8CJoX8AIKBCQ0BL4b2AxH+1tsyGCd43UcrtxOWGUBTdOQUnYfxz00MDAwMDie/FXOX0fLiXzcqxdmMePat0lsHcvbi+7m+nNeIntPEff95wJGTehJQW45V0x9CVXReOHtq/D6FO688T0sFpkPv76FqGg7eXnlXH/t29TWejhn6kBuvOkUvvtxE/958RcAOnZI5IG7zyKjTTwAn323npffXIimwZAB7bj9mvGkJscE9ylrdwFzP1vJig0NDcOjIqy0TYsno3Vc2GNSQhSqplFeWYtPUfD5FXx+FZ/PT22dl8qaOmqcbqqdbiqrXZSUOtmfU0JOfgWNzYH+Lb6GSAhBC1QGKxoEMoFNfpU7/3k6p57Vv8U/GwMDgz8nLSaDB9xzZDJ4/RMn5PmmJTFk8HH8sDVNY2K/B/FEWlEiZfxWEUSBy84dildTef/7tQCMHtCBXl1b89Lnv6FpMLJPe66aPJQXvlrGup0HAWiXEsc1k4by+YqtrN2lT0uJi+L80X2Ij3Hw7pL17MjTc6DsFhNTh/YiKS6S+dt2syG7oclblM3C+J4diXJYWbJ7P3tLysP2uU1sNL3bJIMkkFVYzN7S8PkA7eJjSIyOxK+p5FRWUuRsWhWsoRFtsxLjsIIAFW43VR53s+MAEMBskjDLEggCiqbiUfxN4h605iRuM1W7zb1uLJkPvcz/8L9AcFEhfFrgpz4X1mEy08oeQce4OPomJjMwNY1uCa2wm8xN12lg8DdA0/wB0Vymi2WlAtQS0MrAXwFqOWgVoFYCtSAPQIx98pi3dyLfVB4Nx+s4PHkdMEmSIYMNDAwMTnD+Kuevo+VEPm53nZdpg2bg9fiZ/f3t/PzVer75YCWTpg3mpvv1DP5nZn7N/O82MWRUZ2Y+ewHXT/8ve3cXcfEVo7jsqjEALF+2iwcf+AKA+x+YzLiTurN85W5mPf8TVVV1WCwyN15zMmdO7IMgCPy2ejcPP/M9Hq9eLNOnRxqnndSTscM747BbANi+p4C3Pl3Jyo37mojbeixmmfTUOOJjHThrPdTU6uK3ptaN39+4P0s4kQ4LIgI11XXB+x0BQNUQ1IAAVkHwqYg+lcsuG8El14z7n99zAwODvzYtJoP734Ms/Y4MVtws2mDI4L8FLXlxcd7IRynXwBcho9glNEmXhBefPZj09Hieems+Xp9C+7R4pp7al+c+XoLHpxAbaeOqyUOx28w8/+Uyymv0Kt9JQ7vRtnUc7y3cQIVTz/S1W0ycNbQ77VPj+XzVNnbkFQN6Re2Irm3p0zaFEpeLnzfvorCqIaqhbUIMwzpnoAoa+0rL2ZCTj09pOOGbZYkerZOIcVhxer3kVlaTVxXeAE4DHGYzydERyLKIT1WodHsod7maKXpt+M6Q2SRhkWUEEbyqQp3/dyp+A49ac+L3MDK4aRxE0zGH5VCVu6HPNfTGB4BJkIgxW8mIjmVgm9aMad+WXinJep6xgYHBCcOJfFN5NByv4/Dld0QSRUMGGxgYGJzgtOT5q6KigltuuYVvv/0WgLPOOouXXnqJmJiYQy7z5ZdfMmfOHNavX09ZWRkbN26kb9++YWPGjh3LkiVLwqZNmzaNjz/++Ij37UQ/bz909VusWbyD6XeeRkbXFGbc/D4RkVb++/0dxMQ5yMsp46pzX0ZVNV5+/xpyDpTx5MxvEAS4Z8YUxp3SA4D/vrGYjz5cidVq4pVXp9O2bQJlZU6e/M8PrN2QDcCIYZ34122nERNtZ+feIua8u4T1mw8EZa/FLDN6WCdOO6kn/XulI0kibo+PnPwKDuSVkZ1bRk5eOdl55RzMr8DnP3T+L4Asi0Q6rDjsZiwmGQGB4uIqnDWe8NsqVYNAUzjUQCawT0PyKZxycg/+9fAU4xuNBgYGR0RLyeCT+t19RDJ44cYnT9jzTUthyODj/GHfct7LZOWU4480o9hENEkICuHeXVtz8TmDeeLN+ZRW1hIVYeXqc4fz8cJN5BTqub9tU+K4cvIQ1u/J48vftqJpEO2wcv1ZwxBkgY+XbGZvgR7rIAgwpmd7erZPYf7W3WzPLQ7uhyyKDOqYRofUeAqrnSzdsZ86X4OANUkSXVMTSIqNpM7vZ3dxKYXVzibHE2k10yo6ArNJxuX1UlBT0yRPGAKeVACTJGK3mhAFAZ+q4vb78alN/8LcnPiFEPnbbNRD02nNyt/G4w4ZzdD0UdD0/FQCzQ5kRKItFjrFJzC6UwandO9ERmyMcWFjYPAn40S/qTxSjtdx+PM7Ihoy2MDAwOCEpyXPX6effjq5ubm8/vrrAFxzzTW0bduW77777pDLvPfee+zfv5/U1FSuvvrqQ8rgzp078/DDDwen2Ww2oqOjj3jfTvTz9g8fruTlh76ie/8MZn14PbecP5u9Owo4bepAbpsxBYBZD3zJrz9tYfjYrjz49DRe+s/PfPfleiRJZOZT5zFkeEcUReWuf33Mxo0HSE+P55VXL8Nut6CqGl98vY7X5y7B51OIj4vgnn9OZGCg6VpxaQ3zFmfx86Jt5OQ2fLOzVXwkE8Z2Z9zILsTFOLBbzVitJkRRv3fxKyoFxVVk55ZRVV1HhMOCoqhU19RRUemiuLia3IIKDuSWU1VdF3bMoiig+TVQ1MC9UoMMFnwaok+hd7dUnnztMsxmoxeBgYHBkdNiMrjv3ciS5bBj/YqHhZsMGfy3oCUvLp695zN++jVLl8F2CUSBqWcN4PvF23DVeYmJsnHL5eP4ZN5GsvYVIokCt1w8FkESeOObVVQGqn8HdE1j4sgefLhwI7ty9TiIuEg7E4d0pW1KHL9u2cPyrOzgdrumtWJsnw44vV6W7zzA3sKGHGBBgN4ZKSTHRVHj8bC9oJjSQOVxPRqQ0SqamAg7iqZSVuuisNqJ2iS2QSfCatKbukmi3tTN78fl9TarZpskKQgN8jiM383sDazv935lm0T7CkHRG5yv0SB8NYixWumeksSU/t05qXtHrMYFjIHBX4oT/abySDFksIGBgcHfixZrfL19O927d2fVqlUMGTIEgFWrVjFs2DB27NhBly6Hb/KVnZ1Nu3btDimD+/bty/PPP3/M+3ein7dLCiq5dPTjCILAhysfIC+njDsvfR1BEHj+g2vp0qsNOdklXPOPV9A0mP3hdbTrmMRTD3/NwnmZmM0yTz5/Ib36plNRUct118yltLSGMWO68sBDZwcLT3bvLeLRp77jQI5+b3fe1EFcddnooGzVNI3tuwr4eVEmv/62gxpn05g+AJvVFPgxY7OZsNvMeL0KB3LLqHP7DnmcDpsZr9uH36M0iYQQ/IFHr0LrVlE8//ZVxMZHHNf32cDA4O9Bi8ngPncdmQze/NQJe75pKQwZfJw/7O/eX8FLz/2CP8qC3yGDJNCvZxuuvWwMs16fz+7sYgQBLpw8mMKqGuat2AFAv25pXDhxIJv35vPRvA14A9W3pw3rSmpSDF8u20pZdYPA7dkumeE925JfUc0vG3bi8TVU63ZJa0XXNoloosauglKyQiqGARwWExlJcUTYLHgVPwVVNeRX1tAYDb1ZXLTDgsVsQkXD6fUGm9E1Nx5oaOzGUUjfZqZrTZ6EDDuEdQ4TvsEutgKCChZBJC06igl9OzNtRG8SoyMPsSMGBgZ/NU70m8ojxZDBBgYGBn8vWur89dZbb3HHHXdQWVkZNj0mJobnnnuOyy+//LDL/54MzszMRNM0kpKSOP3003nooYeIjDz0tbfH48Hj8QRfV1dX06ZNmxP6vH3jWc+zb3s+d86axvgpA3jmvs9Z8O1GOvVozQsfXocoijx+z2csmZ/JqJO7c/9T5+H3K8y4+zNWr9iD3WHhPy9fQscuyWRm5nLHbR/g96uMO6kbV189jqRkvZLa7fbx6n8X8c33GwHo0D6RM07tTa8eabRv1wpJEgHw+vysWLOXnxdlsiUrl1qX55C5waFIkkhqUjQxUTY0VaOywkVhQRWKojbcnmmaHpMXFMEq+FSirDJPvHwpXXqltcA7bGBg8HehxWRwryOUwVv/fjLYKH88zrTrmgKqCoqGoGhoImzcdpC7H/2S2645mQ3bD/LVL5v54Os19O3WmsvPHsJ7361l4/ZcNm7PpXfnVO677BRWZWXz08od/LxyBxaTxHkn9yUtJZblmdn8tmU/2/YXsm1/IVaTzJg+7bHbzGQdLGJXXik7c0vYGagmNskSfdokEx1ho8TpZE9hObUeH1k5RWH7bRIhIToCm8WEX1NxerxU1XlQVJWKGjfQ8FdmIfifhkdNCDhgUW+apjeS1a8+juqvDVrDeCFkWmMBLIQ0aUMDQUXPqlIFZA1SoyI5dVAXLhzbn4QYx9HsgYGBgcFfHiPqxsDAwODvTWFhIYmJiU2mJyYmUlhY+D+t+6KLLqJdu3YkJyezbds27rnnHjZv3sz8+fMPucwTTzzBzJkz/6ft/tEMGdeNfdvzWbNoO+OnDOCK209lxcIsdmfm8cuX6zn93EFceOVolszPZNnCLLL3FtO2QyIPPDaVe27/iK2bcrjn9g957rXL6NEjjZtuPoXnn/uFRQu3s+y3XZw9ZQAXXjScqCgbt980gcED2jHr+Z/Yu6+YF19dAIDdbqZH11R69UijV880hg5oz9gRelW3pml4vH7q6rzUuX3Uub246rxUVtVRUVlLWXktZaU17Ntfwq7dheT5y8KOTxYFVJ+KoGiB+62ABParmDWNW+8+g1PPGfiHv+8GBgYGR4qgqgjC4RtjCs3Emv4dMCqDj7P5Ly+p4fyTn0SNsuF3yGiiQHJaLAXFVQCcOrY7vXu14YW3F1Hn9hEbbefWy8exeW8+3y7aijdQ4du9QzLjh3VhyeZ9bNiZG1x/pzatGNIzHVUQWLZtP/sLGzKikmMj6ZqRiM1mprrOza68Eooqw3OAzSaRVtEROOxmBFHE5fVSWuOitplq39BKXw09bsJkkvS8KEDVNBRVRdUOm9wbvq7fmVlf2RsqgoPxwiqB5m36BYmkgEWQ6JGWyBVnDGFYr7aIovg7e2JgYPB3xKgMDkcp6IQgCEZlsIGBgcEJztH+uz9jxozflapr165l3rx5vPPOO+zcuTNsXqdOnbjyyiu5++67D7uOw1UGN2b9+vUMHDiQ9evX079//2bH/Bkrg3duzuG2c1/GHmHl49UPYjLLfPXecubM+pGoGDtvfn87kdF2Hvn3JyxbuJ2xp/bknsfOBaDW6eZfN7/P7p2FJCZF8dxrl5GYFM3OnQW8PmcRmzYeACAiwsoFFw5jyjkDsFhMlJU7+WneVrZsO0hmVh61rvB7OEkS6dwxifbtWuF2+6hxuqlxunHWePTHWjd+f/Piw2E3I6hQW+NGUOuLcfTmcIJfRVBURL/CpLMHcON9Zxr3XQYGBseNlqoMPrn7P4+oMvjXrGdO6PNNS2DI4OP8YWuaxhl9HsAbYQ3GRFw1fTS1Xh8ffbUGVdVoFR/B5ReO4LOfNrLnQAmCAGOHdObkkV3ZvDuPrxZuwePVm711ymjF0L7tyMwuZMPOXBS14eNqkxRDz44p1Hp9rNl5kFp3+MWAKEJGUiyREVbcfj85JZW4PE0zoUKlr8NuxmySUDUNVdPwqyo+RcGnHP6vJU1+iQ7VvK3xAvWiN/QxmOmrBSp+QVI07ILEgM5pXH/eaLq0bVrJYGBgYHAoDBkcjiGDDQwMDP4cHO2/+6WlpZSWlh52TNu2bfnwww9bLCaiMZqmYbFYeO+995g2bdrvHgP8Oc7bqqpy0fBHqSxz8vg7V9NveCf8PoUbz3uZA3uKmTRtCDfdfxZ7dxZww0VzEAR4/bMbSW/bCoDKilruuP5dDuaU0SYjnmdnX0pMrANN01izZh9vvL6I/fv0b3u2ahXJ9CtGc8opPYOxEIqisv9AKVu35bI1M5ctmQcpLW3aELw5ZFkkJtpOTKSN6koXpUV6ZGCwIEfR4yBQ1EAusJ9ePVszc/alRETajuv7aGBgYNBiMrjbnUcmg7f/54Q+37QEhgxugQ/7/JGPUupXUSJMaLKIJIlMPXsAgwe159k5C8jNrwBg0im98KHx4+LM4LLt2sRz2pjulFS7+HbxVuoC8rZ9WjyDe2UgmST25pexNisnmCsM0Co2gs4ZiQiSQGVtHTkllVTUhHeA1QBRAIfNgtWiN3/T0PD4FWrdXnyKwqFo0gTuUITO1xo9DxHA9bEPgqY1NHMLRD1Ifg2TJtIpJY7rLxzN0H7tf2ejBgYGBofnz3BTeSQcbxmsqipy6p7juIcGBgYGBseTlm4gt3r1agYPHgzA6tWrGTp06P/cQK4x27Zto1evXixZsoTRo0cf0f79Wc7bz979KfO/WMfZ00dy7X1nAbB57T7uuuJNRFHgxY9voGO3VGbc+RErl+ykc/dUZjx7AfEJen5ycWEVt13/DiVF1XTqmsLTL12Mw6GLC0VRWTB/G2/P/Y3i4moA2rVvxRVXjKFrtxSio+1BMQy6dC8qrmZrZi65eRU47GYiI63Y7RY8dT7Ky52UFFeTl1tBdnYJJcUNPWMEAbRAzCGqhqBpCIoKPoXEOAczX76EDt1S/6i31cDA4G9Gi8ngLkcog3caMvhvQUtfXNx23itkZpei2E2oJhEk3ZAmxEdw5WWj2JldzJc/6A0AUpOjuWTaMDJ3F/LL0kzcHr0i2GE3c/KIriAL/LJiB66Qql+zSaJHxxRiYx1U1taxbV9hUBrXowE2i0xcjAOTWcbj91Na7cLj8ze7z4eUvcIhxmjNDmlaCaxpeiM3QNQaXov1Ativy99Ik4mzTu7NVReNxmoxoqwNDAyOL3+Wm8rfw5DBBgYGBn8vWvL8dfrpp5Ofn8+cOXMAuOaaa8jIyOC7774LjunatStPPPEEU6ZMAaC8vJycnBzy8/M544wz+Pjjj+nSpQvJyckkJyezd+9ePvjgAyZOnEhCQgJZWVnceeed2Gw21q5diyRJ/+/HfTxZ/stWHr3pPVLS43lzwb+DmfxP/PsTlvy0hW590vnPu1dzMLuUO656C2e1m4TESB565nw6d28NwMEDZdx+/TtUVbro1TedR56eFhTCAF6vn6++XMeHH6zE6Qzp4yJAdLSd2DgHsbHhP7Issn9/Cfv3FbN/fyleb9N7QFEQMMkiXpdPF8AAaiAjWFGwSSI33juJCVOMXGADA4OWpaVk8PjOdxyRDF6w69kT/nxzvGlRGVxRUcEtt9zCt99+C8BZZ53FSy+9RExMzCGX0TSNmTNn8vrrr1NRUcGQIUN45ZVX6NGjR3DM66+/zocffsiGDRuoqamhoqLisOtsTEtfXDx7z2f8PH8bisMCosDU8wazbM0e8gsqAejbO51Txvfg7U9XUlRSjSBAv17pjBzcEZfXx4+LMzlYUBFcX/+ebWibkUB5jYvNO/MorawN257NIpOeFo/ZIuPy+Kh01lFaVYuqhn+0jYWv1qgJnCAK+teG0VDrxe1hEBpX/tZPq6/21UBU9deCqmf9Cn6Q/RrJUQ6uv2ocJ43p/vtvqIGBgcH/yJ/lpvL3OP4yWENONWIiDAwMDE5UWrTXSXl5k3u1l19+Oey+ShAE5s6dy/Tp0wF4++23m42QeOihh5gxYwYHDx7k4osvZtu2bTidTtq0acMZZ5zBQw89RFxc3BHv25/lvO1yupk2eCZ+n8LrP/+TNh30KLvSoiquOvN53HVe7nx0KqdM7k9eThkP3fERB7NLMVtk7nxwMmNP7QXA7p0F/POm93HVerBYZIaN6szJp/Zi4JD2yLIu0Kur6/jow5UsmL+Niora37tVC8NqNZGcHI1ZlqiqcFFcUBnybc1ANbASyAVWVM6aNoir/z0J2XRk8t7AwMDgf6HFZHCn249MBu9+7oQ/3xxvWlQGn3766eTm5vL6668D+l+b27ZtG/bX5sY89dRTPPbYY7z99tt07tyZRx99lKVLl7Jz504iI/Wv0zz//PO43fpfRe+5554TTgZ/+/5yXn72F10GyyJdu6Zw482nsG7TAT74ZCUejx9JEjlrYl9qvF7mLc4KLivLIoP6tqVd21bsPlDM6s3ZYSf6pIRI2qTGYrLIVLs87M8vo8blabIP9YvIJhGr1YQkSyiais+voqgqiqqhauqRXUSEDmrc7C3Y3K2+y2zDc1EB/BqyX6NNfBT/+ufp9OnT9gjfRQMDA4Pjx5/lpvL3ON4yWFHA1HrXcdxDAwMDA4PjyV/l/HW0/JmO+77L/8uGZbu48q4zOPeqMcHpn721lDef+4WYOAdvfn8HjkgrtU43T973BWuW63+IPf/yUVx2/ThEUWTbloP85/HvyM1paBAeFW1jzEndOenUnvTolRasPFYUlaoqFxXltVRU1P+49MfyWjxeP6kp0Sh+lcK8CjI3H6SywhW+46qGoKpBEYxPoU//DO565nziE0/s99zAwOCvRYvJ4A63HZkM3vv8UW979uzZPP300xQUFNCjRw+ef/55Ro0a1ezYL7/8kldffZVNmzbh8Xjo0aMHM2bM4NRTTz2q4zqetJgMrs+hWrVqFUOGDAFg1apVDBs27JA5VJqmkZqaym233cZdd90F6J1lk5KSeOqpp7j22mvDxi9evJhx48adcDJ486o9/Ovat1EdFjSzpH+HBxg1qgsTz+zDtz9tZtkK/QIgPi6Caf8YjNvnZ9HynezNLgmux2ox0a9XG0SzxJ6cEvKLqppsSwOiIq3ExNhBEvD6/Li9flxuL+5mvg7U3PK/RzDXN7BAMO9X1YJZv4KmNxkQfCD6VVJjI7jjjtMYOLTTEWzBwMDAoGX5M91UHo7jLYO9ClgNGWxgYGBwwvJXOX8dLX+m4/7m3eW89sg3pLVvxQtf3Iw9wgqAz+fn+nNeIje7lLMvHs51d50B6CJ37iu/8tm7ywEYOroLdz1yDnaHBU3T2LW9gF/nbWPR/EwqKxq+EZqcEs24U3oycmxXREGgttZNrdNDba1Hf3S6qa314Kr1kHewnK2bD6KENAGXZRFRA5/HF8wFRtXAr9AqPoK7Zk2j12CjV4uBgcEfT4vJ4Pa3HpkM3vfCUW37k08+4ZJLLmH27NmMGDGCOXPm8N///pesrCzS09ObjL/ttttITU1l3LhxxMTEMHfuXJ555hlWr15Nv379jukY/1daTAa/9dZbR92hdt++fXTo0IENGzaEvSGTJ08mJiaGd955J2z8kcpgj8eDx9NQPVtdXU2bNm1a7OKipKCSi095GjXCiiYJ9ByQwbZtucEC2zFjutJ3QAaffLWOvEAzOYfdTN/e6bRt14pql5t1mw6QV1gZXKfNaiI5KYoIhxVBEqjz+qmodlFc5uRQH2FYLIQQeH2oBm8h1MteApEPghY6TQs2ehMUEBUV0asRH2Hh0stGceY/Bh/9G2ZgYGDQwvyZbioPx/GWwTU+iG5jyGADAwODE5W/yvnraPkzHXdVeS03nPks5cU1DBvfg/tfuQRR1Bu7rV+xm/uufRtREnnl0xtp1zk5uNyvP27muUe/xedVyGjfipnPXkBKWkOUhuJX2bBuPwvnbWP50p3UubxNtv17xCdEIAlQkl+l38eB/q1PRQVFwSJJXH7rKZx16ciwZnQGBgYGfyQtJoPb3Yws/o4MVj0s2P/SUW17yJAh9O/fn1dffTU4rVu3bpx99tk88cQTR7SOHj16MG3aNB588MEjGn+8abFOXYWFhSQmJjaZnpiYSGFh4SGXAUhKSgqbnpSUxIEDB455X5544glmzpx5zMsfLfFJUYiChqppCJpA+zbx3HzrBD78YCWLF21nyZIdLF26g9FjujJsUHvmLcqiurqO5av2sHyV3sinVUIEI/u1x4/Grv3FlFfWsv9AWZNtCeiFx1abCbNZRlU1FFVF1TRUVd8HTdMzgDVNCwjphkrfoOStp1781sc+BCuAA91lFb3hm12WGDemKzf863Ss9sP/z2VgYGBgcOLw7bp1nKH3rKHGJxP9/7s7BgYGBgYGf2qi4xw88Mpl/Pui11i5IJP3np/HZXecBsCA4Z0YMb4HyxdkMvuJ75n11pXBqIeTJ/ahdXo8M//5MQf2lXDzZW9w/1Pn0XdgOwAkWWTQ0A4MGtoBt9vHyt92sXDeNrZuzsFiMeFwWHBEWLA7LDgirDgiLFgsMu46L6WF1ezOzKMivxIg2BxOl8Aqoqpx0qS+XHvPJKJiHf8P75qBgYHBH4Aakm162DG6QA7FYrFgsTR1XV6vl/Xr13P33XeHTZ8wYQIrVqw4st1SVWpqao4qS/94c9QyeMaMGb8rVteuXQsQPNGFomlas9NDaTz/SJY5HPfccw933HFH8HV9ZXBLIYoi0VF2yn0KGvDdVxtYvnQXp03qw5NPnscPP27mt6U7WbJ4B6IoMHZcNzLaJVDldLNnXzHbsvIoKXVSUqqLYQ1IS43BajOhCQKqpuL1Kbg9fpwuDx6vH4/Lh8flO+Q+BYqDdeoribWGH6FeEIdm/yqBRgI+FbMAXTomcd2dp9O1d8u9dwYGBgYGLcv8ve8zKU0/I5S6Ykn7f94fAwMDAwODPztd+6Zz2+Pn8vQ/P+bjVxeS0TmZsZP6AnDNv05n3bJdbF23n8/e+o2pl41ACjSF69ozjZfevYaZ//yYXVn53HPju3TtkUZaRjxt2iaQlpFAWtt4UtPiGHdKD8ad0tBU3efzs393ETuz8tmZmcfOjQc4mF0a1kRcEgUUrx8UVY+FUFR69W/LjQ+dTduQKmUDAwODvySaqv/83hho4gjrG6M2prS0FEVRmi1iPVTha2P+85//UFtby3nnnXdE41uCo5bBN910E+eff/5hx7Rt25YtW7ZQVFTUZF5JSUmTN62e5GT9hFRYWEhKSkpwenFx8SGXORIOZfRbkuTWsZTvKQZBICLGTnmZkw/fWY7w7nIGD+vIjTeOZ8PGA6xcsZuFvzY0kLNYZDpmJBAd58CnqhSWVJOXX0F+4K+6zSEE//M7BHN/tWDzNyEY/aCBAoKqIigaol+lVbyDiZP7ce7lo7FYTcf8XhgYGBgYnDgMSd8QfB5jm/j/uCcGBgYGBgZ/HU6a3J/9Owv5/I3FPHf3p6RmxNO5VxuSUmM5/+oxvPPSAt56/hfmf7OBy24ez4jxPRAEgYTEKJ55/XKef+xbFv60lawtB8nacjBs3aIkkNo6jrSMeGLiHOzbXcT+3UX4fEqT/XBEWFH9CnU1dSj12cCKSmrrGK67bzKDxnb9nwqtDAwMDP40aFpDMeThxgAHDx4Mi4n4PYd4rEWsH330ETNmzOCbb75pNk3hj+KoZXBCQgIJCQm/O27YsGFUVVWxZs0aBg/Wc2RXr15NVVUVw4cPb3aZdu3akZyczPz584OZwV6vlyVLlvDUU08d7a7+v5LeoRXbdxchKCoXXDiUpDZxfP/VBjatz2b1ij2sXrGHVklRnDmxDx6/Sm5eOfv2FuN2+9i1K/yvCZIAUTF2EEBRNdQmMRAEX2v1ohcC8lcLa/qmD25o+IaqXxyIiobNJNGrTxsuvHYc3ftl/KHvl4GBgYHBH0OfhIrg8/TU6/8f98TAwMDAwOCvxfQ7TyNndyFrFu/g4evf5cUvbyYuMYppV43BbDHx8RuLObi/hEfv+IjOPVsz/ZYJ9B/WEYvVxF2PTGXa9FFk7y0m90ApB7NLyT1QRu6BUtx1PnJzysjNCY8NjIq20aFLClaLTElBJft2FOAqqwECTcD9KhEOMxffPIFJFw1DNkn/H2+LgYGBwf8PRxETERUVdUSZwQkJCUiS1KQK+EiKWD/55BOuvPJKPvvsM8aPH/+722pJWiwzuFu3bpx22mlcffXVzJkzB4BrrrmGSZMm0aVLl+C4rl278sQTTzBlyhQEQeC2227j8ccfp1OnTnTq1InHH38cu93OhRdeGFymsLCQwsJC9uzRYxS2bt1KZGQk6enp/6+ZG6F06JYKP20FYO4rv9K9TxsGj+jM1PMGsXlTDr/8sIWSomp++Eqv0IqJsdO6VRQREVZEk4jPr+Cs9VJW7qSmxk11het3tylCowgILaz6N2CNEYMCWCW1dSynnNmXSRcMJTLa3iLvhYGBgYHBiUOiWW+oqmkaku3EOGcaGBgYGBj8FZAkkX8/eyG3/+NlDu4t5uEb3mXWB9ditpiYetlITjtnIF+8s4wv313Orm153HvNXPoO6cDlt02gS8802nZIpG2H8EoxTdMoK6kJyOFSysucpKXH43Z62LhqD2uW7sTr8TcsUH+vB5x54TAuunm8kQtsYGDw9+QoKoOPFLPZzIABA5g/fz5TpkwJTp8/fz6TJ08+5HIfffQRV1xxBR999BFnnHHGUW2zJWgxGQzwwQcfcMsttzBhwgQAzjrrLF5++eWwMTt37qSqqir4+t///jd1dXXccMMNVFRUMGTIEObNm0dkZGRwzGuvvRaWWzx69GgA5s6dy/Tp01vwiI6ctHaJ4FdAFFGBbRtz2LYxB4BWSVGMHNERe5SN7Zn5ZG3LpbLSRWVl88L3aGMghPpfeC3wPHBBIKgqNotMnwHtmHT+UPqP6BjMqzIwMDAw+HtgN5qFGxgYGBgYtBiOSCsz5kzn1qkvsXNzDi/e/wV3zpqGIAg4Iq1cetN4zrpgKB+9sZgfPlnDptV7ufWCVxkxvgeX3jSehKQoXE43tTUeap1uamvc1DrduJxu6mo8lOVX8t27y3HWuIPbtNpMuKvdoKoIGgw7pQfT7ziN9I7HHrVoYGBg8KenvjDy98YcJXfccQeXXHIJAwcOZNiwYbz++uvk5ORw3XXXAXrfsry8PN59911AF8GXXnopL7zwAkOHDg1WFdtsNqKj/3/aeQuadpQa/C9AdXU10dHRVFVVHVEZ+LFQkFPG5ac9A5LIJTeeTFR8BGuW7WbTuv1hf7k1mSW69GiNZJLx+xV8XgWvX8Hr8eP1+fF49B+fT0EUQFU1FL8S9gsrhFYDq2pDBnAg/7dt+1aMmNCT8ZP7k5Ie3yLHa2BgYHAi80f8u/9HcDyOw53bGbMcqAxO2X2c99DAwMDA4HjyVzl/HS1/hePeuGI391/xJqqicuVdZ3DuVWOajCnMq+D92b/y63ebONrb8uhYOxazTHFOGWh6s7hRp/dm2vUn0a5Lyu+vwMDAwOAE4Xj/m1+/vvHJ1yCL5sOO9ateFhS+ftTbnj17NrNmzaKgoICePXvy3HPPBQtVp0+fTnZ2NosXLwZg7NixLFmypMk6LrvsMt5+++0j3ubxxJDBLXRxofgVJvW5H00UiYy207V3GukdEklpE4fb7efggTI2rt1H0WEawx2WkOrf0AgIFJUIh4UBwzsy7sy+9BveGav98L/8BgYGBn91/go3lXB8jsOX1xFJEg0ZbGBgYPAn4K9y/jpa/irH/c27y3ntkW8QBIEZr09n8NhuzY7L3lPEuy/9X3v3Hhxlfe9x/LO5bCIJCcglm3BJIhDugkBJgyCobYTWCgU07XgU6xnOoV4OGByrbTlY2wq2Mw4wCK1TBm8zhJkjVKaNDukRogh6uNYYURDCRQ3EeCFpIrn+zh80W5ckJIHsPs9v9/2ayUCeffLw2S+b/SS/PHm2SLtfPyxJiomJVkLPOPVIjFdCYrwSesYrIfHC++dr6/XJR2dV9kG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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "norm = Normalize(vmin=psis.min(), vmax=psis.max())\n", "cmap = plt.get_cmap(\"viridis\")\n", "\n", "fig, ax = plt.subplots(2, 3, figsize=(14, 6), layout=\"constrained\")\n", "for axis, variable in zip(fig.axes, [\"Y\", \"C\", \"I\", \"L\", \"w\", \"r\"], strict=False):\n", " axis.set_prop_cycle(cycler(\"color\", [plt.colormaps[\"viridis\"](i) for i in psis]))\n", " irfs.sel(variable=variable, shock=\"epsilon_A\").plot.line(x=\"time\", hue=\"psi\", add_legend=False, ax=axis)\n", " axis.set_title(variable)\n", "\n", " if axis in ax[:, -1]:\n", " sm = plt.cm.ScalarMappable(cmap=\"viridis\", norm=norm)\n", " cbar = fig.colorbar(sm, ax=axis)\n", " cbar.set_label(\"Psi\")\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "5e756de5", "metadata": {}, "source": [ "The question of persistance can be more directly addressed by looking at partial autocorrelations. The {func}`autocorrelation_matrix` function will generate an autocorrelation tensor associated with the model, given a shock size. The next cell generates these tensors for a range of values of $\\psi$. \n", "\n", "The autocorrelations will be the diagonal of the autocorrelaton matrix. {func}`autocorrelation_matrix` returns an xarray Dataset with dimensions `(variable, variable_aux, lag)`. To slice out the diagonal, we use `xarray_einstats`, which has a number of tools for working with xarrays." ] }, { "cell_type": "code", "execution_count": 24, "id": "039c3178", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:52.959171Z", "iopub.status.busy": "2025-03-15T11:22:52.959064Z", "iopub.status.idle": "2025-03-15T11:22:55.946641Z", "shell.execute_reply": "2025-03-15T11:22:55.946294Z" } }, "outputs": [], "source": [ "from xarray_einstats.linalg import diagonal as xr_diagonal\n", "\n", "vars_to_plot = [\"Y\", \"C\", \"I\", \"L\", \"w\", \"r\"]\n", "acorr_mats = [\n", " xr_diagonal(\n", " (\n", " ge.autocorrelation_matrix(mod_ces, psi=psi, shock_std=0.1, verbose=False)\n", " .expand_dims(\"psi\")\n", " .assign_coords({\"psi\": [psi]})\n", " ),\n", " dims=[\"variable\", \"variable_aux\"],\n", " ).sel(variable=vars_to_plot)\n", " for psi in psis\n", "]\n", "acorr_mats = xr.concat(acorr_mats, dim=\"psi\")" ] }, { "cell_type": "markdown", "id": "7a657019", "metadata": {}, "source": [ "The following plot shows the autocorrelations for each variable, at each value of $\\psi$. Lighter colors are associated with higher $\\psi$ (e.g. more linear isoquants). For variables $Y$, $C$, $w$, and especially $I$, we see a pattern of higher persistance when $\\psi$ is higher. For $r$, the pattern seems to reverse, which lower $\\psi$ assoicated with more persistance (slower decay). \n", "\n", "The most complex store is in $L$, where we see a sort of U-shaped pattern. Persistance seems to first go up (it's getting darker from the middle to the top), then \"loops around\", becomes low, and starts increasing again" ] }, { "cell_type": "code", "execution_count": 25, "id": "9f497be9", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:55.947990Z", "iopub.status.busy": "2025-03-15T11:22:55.947919Z", "iopub.status.idle": "2025-03-15T11:22:56.193051Z", "shell.execute_reply": "2025-03-15T11:22:56.192810Z" }, "scrolled": false }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(2, 3, figsize=(14, 6), layout=\"constrained\", sharex=True, sharey=\"row\")\n", "for axis, variable in zip(fig.axes, [\"Y\", \"C\", \"I\", \"L\", \"w\", \"r\"], strict=False):\n", " acorr_mats.sel(variable=variable).plot.scatter(\n", " x=\"lag\",\n", " hue=\"psi\",\n", " add_legend=False,\n", " add_colorbar=axis in ax[:, -1],\n", " cmap=\"viridis\",\n", " edgecolor=\"none\",\n", " ax=axis,\n", " )\n", " axis.set(title=variable, xlabel=\"lag\" if axis in ax[-1, :] else \"\")\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "deffbc9b", "metadata": {}, "source": [ "## Finding the regime switch\n", "\n", "To find where the regime switch happens, we can solve the model for different values of $\\psi$ and look at the effect of the shocks and state variabels on $L$." ] }, { "cell_type": "code", "execution_count": 26, "id": "a7d75bac", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:56.194358Z", "iopub.status.busy": "2025-03-15T11:22:56.194265Z", "iopub.status.idle": "2025-03-15T11:22:59.191894Z", "shell.execute_reply": "2025-03-15T11:22:59.191575Z" } }, "outputs": [], "source": [ "Ts, Rs = [], []\n", "for psi in psis:\n", " T, R = mod_ces.solve_model(verbose=False, psi=psi)\n", " Ts.append(ge.matrix_to_dataframe(T, mod_ces)[[\"A\", \"K\"]].to_xarray().expand_dims(\"psi\").assign_coords(psi=[psi]))\n", " Rs.append(ge.matrix_to_dataframe(R, mod_ces).to_xarray().expand_dims(\"psi\").assign_coords(psi=[psi]))" ] }, { "cell_type": "code", "execution_count": 27, "id": "8e5c8941", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:59.193249Z", "iopub.status.busy": "2025-03-15T11:22:59.193185Z", "iopub.status.idle": "2025-03-15T11:22:59.208639Z", "shell.execute_reply": "2025-03-15T11:22:59.208407Z" } }, "outputs": [], "source": [ "Ts = xr.concat(Ts, \"psi\")\n", "Rs = xr.concat(Rs, \"psi\")" ] }, { "cell_type": "markdown", "id": "de4ea12e", "metadata": {}, "source": [ "From these, plots we can see the inflection in the effect of shocks on $L$ happens around 0.5. I have no idea what specifically happens at that value to induce the regime change. If we were interested in chasing down the answer to this question, a good next step would be to check out the linearized equations. This notebook is getting long enough, though, so I'll cut it off here." ] }, { "cell_type": "code", "execution_count": 28, "id": "27dee827", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:59.209961Z", "iopub.status.busy": "2025-03-15T11:22:59.209892Z", "iopub.status.idle": "2025-03-15T11:22:59.353183Z", "shell.execute_reply": "2025-03-15T11:22:59.352961Z" } }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 3, figsize=(14, 4), dpi=144, layout=\"constrained\", sharey=True)\n", "datas = [Ts.A, Ts.K, Rs.epsilon_A]\n", "names = [\n", " r\"Polict Matrix, $A$\",\n", " r\"Policy Matrix, $K$\",\n", " r\"Selection Matrix, $\\varepsilon_A$\",\n", "]\n", "for axis, data, name in zip(fig.axes, datas, names, strict=False):\n", " data.sel(index=\"L\").plot(ax=axis)\n", " axis.set(title=name, ylabel=\"Effect Size\" if axis == ax[0] else \"\")\n", " axis.axhline(0, ls=\"--\", c=\"k\")" ] }, { "cell_type": "markdown", "id": "0b00128c", "metadata": {}, "source": [ "Let's pin down an exact value for the inflection point by using interpolation to get a smooth function, then using `root_minimize` to find the zero.\n", "\n", "Looks like the precise value is 0.475" ] }, { "cell_type": "code", "execution_count": 29, "id": "703146db", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:59.354384Z", "iopub.status.busy": "2025-03-15T11:22:59.354317Z", "iopub.status.idle": "2025-03-15T11:22:59.358618Z", "shell.execute_reply": "2025-03-15T11:22:59.358435Z" } }, "outputs": [ { "data": { "text/plain": [ " converged: True\n", " flag: converged\n", " function_calls: 7\n", " iterations: 6\n", " root: 0.4757723932990602\n", " method: brentq" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from scipy.interpolate import interp1d\n", "from scipy.optimize import root_scalar\n", "\n", "y = Ts.A.sel(index=\"L\").values\n", "f = interp1d(psis, y, kind=\"cubic\")\n", "\n", "root = root_scalar(f, bracket=[0.4, 0.6])\n", "root" ] }, { "cell_type": "markdown", "id": "39aa00c7", "metadata": {}, "source": [ "We can take a closer look at the IRFs of $L$, and focus on the inflection point" ] }, { "cell_type": "code", "execution_count": 30, "id": "834d078a", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:59.359650Z", "iopub.status.busy": "2025-03-15T11:22:59.359593Z", "iopub.status.idle": "2025-03-15T11:22:59.422202Z", "shell.execute_reply": "2025-03-15T11:22:59.421967Z" } }, "outputs": [], "source": [ "data = irfs.sel(variable=\"L\", shock=\"epsilon_A\")\n", "irf_zero = ge.impulse_response_function(mod_ces, psi=root.root, shock_size={\"epsilon_A\": 0.1}, verbose=False)" ] }, { "cell_type": "markdown", "id": "9da814f7", "metadata": {}, "source": [ "When $\\psi$ is exactly equal to the inflection point, we indeed see that the initial effect of the shock is zero. But after several periods, labor ends up decreasing, before returning to the steady state. This is likely due to the influence of the change in capital stock, which occurs with some lag." ] }, { "cell_type": "code", "execution_count": 31, "id": "2458719d", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:59.423400Z", "iopub.status.busy": "2025-03-15T11:22:59.423324Z", "iopub.status.idle": "2025-03-15T11:22:59.496471Z", "shell.execute_reply": "2025-03-15T11:22:59.496178Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "\n", "data.where(data.psi < root.root).plot.line(x=\"time\", hue=\"psi\", add_legend=False, ax=ax, color=\"tab:blue\")\n", "data.where(data.psi > root.root).plot.line(x=\"time\", hue=\"psi\", add_legend=False, ax=ax, color=\"tab:orange\")\n", "irf_zero.sel(variable=\"L\", shock=\"epsilon_A\").plot.line(x=\"time\", color=\"k\", add_legend=False)\n", "ax.set_title(r\"IRF of $\\varepsilon_A$ on $L$, by $\\psi$\")\n", "\n", "lines = ax.get_lines()\n", "orange, blue, black = lines[-2], lines[0], lines[-1]\n", "ax.legend(\n", " [orange, black, blue],\n", " [\n", " rf\"$\\psi > {root.root:0.2f}$\",\n", " rf\"$\\psi = {root.root:0.2f}$\",\n", " rf\"$\\psi < {root.root:0.2f}$\",\n", " ],\n", ")\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "3c8b0bd8", "metadata": {}, "source": [ "# Authors\n", "\n", "- Created by Jesse Grabowski, March 4, 2025" ] }, { "cell_type": "markdown", "id": "82f16211", "metadata": {}, "source": [ "# Watermark" ] }, { "cell_type": "code", "execution_count": 32, "id": "c35ea62f", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:59.497748Z", "iopub.status.busy": "2025-03-15T11:22:59.497673Z", "iopub.status.idle": "2025-03-15T11:22:59.499249Z", "shell.execute_reply": "2025-03-15T11:22:59.499037Z" } }, "outputs": [], "source": [ "# Lambdified functions break watermark; need to delete them\n", "del f, f1, f2, f3, f_cd, f_ces, f_min, f_Q, f_Q_cd" ] }, { "cell_type": "code", "execution_count": 33, "id": "745631d5", "metadata": { "execution": { "iopub.execute_input": "2025-03-15T11:22:59.500280Z", "iopub.status.busy": "2025-03-15T11:22:59.500225Z", "iopub.status.idle": "2025-03-15T11:22:59.524374Z", "shell.execute_reply": "2025-03-15T11:22:59.524148Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Last updated: Sat Mar 15 2025\n", "\n", "Python implementation: CPython\n", "Python version : 3.12.9\n", "IPython version : 9.0.1\n", "\n", "Compiler : Clang 18.1.8 \n", "OS : Darwin\n", "Release : 24.3.0\n", "Machine : arm64\n", "Processor : arm\n", "CPU cores : 14\n", "Architecture: 64bit\n", "\n", "pandas : 2.2.3\n", "xarray_einstats: 0.8.0\n", "xarray : 2025.1.2\n", "scipy : 1.12.0\n", "numpy : 1.26.4\n", "sympy : 1.12.1\n", "gEconpy : 0+untagged.305.gd931e48.dirty\n", "matplotlib : 3.10.1\n", "cycler : 0.12.1\n", "\n", "Watermark: 2.5.0\n", "\n" ] } ], "source": [ "%load_ext watermark\n", "%watermark -n -u -v -w -m -iv" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.9" } }, "nbformat": 4, "nbformat_minor": 5 }