{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Inverse dynamics (2D) for gait analysis \n", "\n", "> Marcos Duarte, Renato Naville Watanabe \n", "> [Laboratory of Biomechanics and Motor Control](http://pesquisa.ufabc.edu.br/bmclab/) \n", "> Federal University of ABC, Brazil" ] }, { "cell_type": "markdown", "metadata": { "toc": 1 }, "source": [ "

Contents


\n", "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Python setup" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "ExecuteTime": { "end_time": "2020-05-13T00:42:50.784536Z", "start_time": "2020-05-13T00:42:49.980687Z" } }, "outputs": [], "source": [ "# import the necessary libraries\n", "import numpy as np\n", "from numpy import cross\n", "from IPython.display import IFrame\n", "import matplotlib.pyplot as plt\n", "import seaborn as sns\n", "sns.set_context('notebook', font_scale=1.2, rc={\"lines.linewidth\": 2})\n", "import sys\n", "sys.path.insert(1, r'./../functions')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Forward and inverse dynamics\n", "\n", "With respect to the equations of motion to determine the dynamics of a system, there are two general approaches: forward (or direct) and inverse dynamics. For example, consider the solution of Newton's second law for a particle. If we know the force(s) and want to find the trajectory, this is **forward dynamics**. If instead, we know the trajectory and want to find the force(s), this is **inverse dynamics**:\n", "\n", "
\"Forward
Figure. The equation of motion and the forward and inverse dynamics approaches.
\n", "\n", "In Biomechanics, in a typical movement analysis of the human body using inverse dynamics, we would measure the positions of the segments and measure the external forces, calculate the segments' linear and angular acceleration, and find the internal net force and moment of force at the joint using the equations of motion. In addition, we could estimate the muscle forces (if we solve the redundancy problem of having more muscles than joints). \n", "Using forward dynamics, the muscle forces would be the inputs and the trajectories of the segments would be the outputs. The figure below compares the forward and inverse dynamics approaches.\n", "\n", "
\"Direct
Figure. Inverse dynamics and Forward (or Direct) dynamics approaches for movement analysis (adapted from Zajac and Gordon, 1989).
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Estimation of joint force and moments of force by inverse dynamics\n", "\n", "Let's estimate the joint force and moments of force at the lower limb during locomotion using the inverse dynamics approach. \n", "We will model the lower limbs at the right side as composed by three rigid bodies (foot, leg, and thigh) articulated by three hinge joints (ankle, knee, and hip) and perform a two-dimensional analysis. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Free body diagrams\n", "\n", "The [free body diagrams](http://nbviewer.ipython.org/github/demotu/BMC/blob/master/notebooks/FreeBodyDiagram.ipynb) of the lower limbs are: \n", "
\n", "
\"FBD
Figure. Free body diagrams of the lower limbs for a gait analysis. GRF is the resultant ground reaction force applied on the foot at the center of pressure, COP, position.
\n", " " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ " \n", "### Equations of motion\n", " \n", "The equilibrium equations for the forces and moments of force around the center of mass are: \n", "\n", "For body 1 (foot):\n", "\n", "\\begin{equation}\n", "\\begin{array}{l l}\n", "\\mathbf{F}_1 + m_1\\mathbf{g} + \\mathbf{GRF} = m_1\\mathbf{a}_1 \\\\\n", "\\mathbf{M}_1 + \\mathbf{r}_{cmp1}\\times\\mathbf{F}_1 + \\mathbf{r}_{cmCOP}\\times\\mathbf{GRF} = I_1\\mathbf{\\alpha}_1 \n", "\\label{}\n", "\\end{array}\n", "\\end{equation}\n", "\n", "For body 2 (leg):\n", "\n", "\\begin{equation}\n", "\\begin{array}{l}\n", "\\mathbf{F}_2 + m_2\\mathbf{g} - \\mathbf{F}_1 = m_2\\mathbf{a}_2 \\\\\n", "\\mathbf{M}_2 + \\mathbf{r}_{cmp2}\\times\\mathbf{F}_2 + \\mathbf{r}_{cmd2}\\times-\\mathbf{F}_{1} - \\mathbf{M}_1 = I_2\\mathbf{\\alpha}_2\n", "\\label{}\n", "\\end{array}\n", "\\end{equation}\n", "\n", "For body 3 (thigh):\n", "\n", "\\begin{equation}\n", "\\begin{array}{l l}\n", "\\mathbf{F}_3 + m_3\\mathbf{g} - \\mathbf{F}_2 = m_3\\mathbf{a}_3 \\\\\n", "\\mathbf{M}_3 + \\mathbf{r}_{cmp3}\\times\\mathbf{F}_3 + \\mathbf{r}_{cmd3}\\times-\\mathbf{F}_{2} - \\mathbf{M}_2 = I_3\\mathbf{\\alpha}_3\n", "\\label{}\n", "\\end{array}\n", "\\end{equation}\n", "\n", "Where $p$ and $d$ stands for proximal and distal joints (with respect to the fixed extremity), $\\mathbf{r}_{cmji}$ is the position vector from the center of mass of body $i$ to the joint $j$, $COP$ is the center of pressure, the position of application of the resultant ground reaction force (GRF), $\\mathbf{\\alpha}$ is the angular acceleration, and $g$ is the acceleration of gravity\n", "\n", "Note that the pattern of the equations is the same for the three segments: distal and proximal forces and moments of force and the weight force are present in all segments. \n", "The only exception is with the foot in contact with the ground. As the ground only pushes the foot, it can not generate a moment of force over the foot. Because of that we model the interaction foot-ground as a resultant ground reaction force (GRF) applied on the foot at the COP position. \n", "\n", "Both GRF and COP quantities are measured with a force platform and are assumed as known quantities. \n", "Because of that the system of equations above is only solvable if we start by the body 1, from bottom to top. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The system of equations above is simple and straightforward to solve, it is just a matter of being systematic. \n", "We start by segment 1, find $\\mathbf{F}_1$ and $\\mathbf{M}_1$, substitute these values on the equations for segment 2, find $\\mathbf{F}_2$ and $\\mathbf{M}_2$, substitute them in the equations for segment 3 and find $\\mathbf{F}_3$ and $\\mathbf{M}_3\\:$: \n", "\n", "For body 1 (foot):\n", " \n", "\\begin{equation}\n", "\\begin{array}{l l}\n", "\\mathbf{F}_1 &=& m_1\\mathbf{a}_1 - m_1\\mathbf{g} - \\mathbf{GRF} \\\\\n", "\\mathbf{M}_1 &=& I_1\\mathbf{\\alpha}_1 - \\mathbf{r}_{cmp1}\\times\\big(m_1\\mathbf{a}_1 - m_1\\mathbf{g} - \\mathbf{GRF}\\big) - \\mathbf{r}_{cmCOP}\\times\\mathbf{GRF}\n", "\\label{}\n", "\\end{array}\n", "\\end{equation}\n", "\n", "For body 2 (leg):\n", "\n", "\\begin{equation}\n", "\\begin{array}{l l}\n", "\\mathbf{F}_2 &=& m_1\\mathbf{a}_1 + m_2\\mathbf{a}_2 - (m_1+m_2)\\mathbf{g} - \\mathbf{GRF} \\\\\n", "\\mathbf{M}_2 &=& I_1\\mathbf{\\alpha}_1 + I_2\\mathbf{\\alpha}_2 - \\mathbf{r}_{cmp2}\\times\\big(m_1\\mathbf{a}_1 + m_2\\mathbf{a}_2 - (m_1+m_2)\\mathbf{g} - \\mathbf{GRF}\\big)\\, + \\\\\n", "&\\phantom{=}& \\mathbf{r}_{cgd2}\\times\\big(m_1\\mathbf{a}_1 - m_1\\mathbf{g} - \\mathbf{GRF}\\big) - \\mathbf{r}_{cmp1}\\times\\big(m_1\\mathbf{a}_1 - m_1\\mathbf{g} - \\mathbf{GRF}\\big)\\, - \\\\\n", "&\\phantom{=}& \\mathbf{r}_{cmCOP}\\times\\mathbf{GRF}\n", "\\label{}\n", "\\end{array}\n", "\\end{equation}\n", "\n", "For body 3 (thigh):\n", "\n", "\\begin{equation}\n", "\\begin{array}{l l}\n", "\\mathbf{F}_3 &=& m_1\\mathbf{a}_1 + m_2\\mathbf{a}_2 + m_3\\mathbf{a}_3 - (m_1+m_2+m_3)\\mathbf{g} - \\mathbf{GRF} \\\\\n", "\\mathbf{M}_3 &=& I_1\\mathbf{\\alpha}_1 + I_2\\mathbf{\\alpha}_2 + I_3\\mathbf{\\alpha}_3\\, - \\\\\n", "&\\phantom{=}& \\mathbf{r}_{cmp3}\\times\\big(m_1\\mathbf{a}_1 + m_2\\mathbf{a}_2 + m_3\\mathbf{a}_3\\, - (m_1+m_2+m_3)\\mathbf{g} - \\mathbf{GRF}\\big)\\, + \\\\\n", "&\\phantom{=}& \\mathbf{r}_{cmd3}\\times\\big(m_1\\mathbf{a}_1 + m_2\\mathbf{a}_2 - (m_1+m_2)\\mathbf{g} - \\mathbf{GRF}\\big)\\, - \\\\\n", "&\\phantom{=}& \\mathbf{r}_{cmp2}\\times\\big(m_1\\mathbf{a}_1 + m_2\\mathbf{a}_2 - (m_1+m_2)\\mathbf{g} - \\mathbf{GRF}\\big)\\, + \\\\\n", "&\\phantom{=}& \\mathbf{r}_{cmd2}\\times\\big(m_1\\mathbf{a}_1 - m_1\\mathbf{g} - \\mathbf{GRF}\\big)\\, - \\\\\n", "&\\phantom{=}& \\mathbf{r}_{cmp1}\\times\\big(m_1\\mathbf{a}_1 - m_1\\mathbf{g} - \\mathbf{GRF}\\big)\\, - \\\\\n", "&\\phantom{=}& \\mathbf{r}_{cmCOP}\\times\\mathbf{GRF}\n", "\\label{}\n", "\\end{array}\n", "\\end{equation}" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### The recursive approach for inverse dynamics of multi-body systems\n", "\n", "The calculation above is tedious, error prone, useless, and probably it's wrong. \n", "\n", "To make some use of it, we can clearly see that forces act on far segments, which are not directly in contact with these forces. In fact, this is true for all stuff happening on a segment: note that $\\mathbf{F}_1$ and $\\mathbf{M}_1$ are present in the expression for $\\mathbf{F}_3$ and $\\mathbf{M}_3$ and that the acceleration of segment 1 matters for the calculations of segment 3. \n", "\n", "Instead, we can use the power of computer programming (like this one right now!) and solve these equations recursively hence they have the same pattern. Let's do that.\n", "\n", "For body 1 (foot):\n", "\n", "\\begin{equation}\n", "\\begin{array}{l l}\n", "\\mathbf{F}_1 = m_1\\mathbf{a}_1 - m_1\\mathbf{g} - \\mathbf{GRF} \\\\\n", "\\mathbf{M}_1 = I_1\\mathbf{\\alpha}_1 - \\mathbf{r}_{cmp1}\\times\\mathbf{F}_1 - \\mathbf{r}_{cmCOP}\\times\\mathbf{GRF}\n", "\\label{}\n", "\\end{array}\n", "\\end{equation}\n", "\n", "For body 2 (leg):\n", "\n", "\\begin{equation}\n", "\\begin{array}{l}\n", "\\mathbf{F}_2 = m_2\\mathbf{a}_2 - m_2\\mathbf{g} + \\mathbf{F}_1\\\\\n", "\\mathbf{M}_2 = I_2\\mathbf{\\alpha}_2 - \\mathbf{r}_{cmp2}\\times\\mathbf{F}_2 +\\mathbf{r}_{cmd2}\\times\\mathbf{F}_{1} + \\mathbf{M}_1\n", "\\label{}\n", "\\end{array}\n", "\\end{equation}\n", "\n", "For body 3 (thigh):\n", "\n", "\\begin{equation}\n", "\\begin{array}{l l}\n", "\\mathbf{F}_3 = m_3\\mathbf{a}_3 - m_3\\mathbf{g} + \\mathbf{F}_2\\\\\n", "\\mathbf{M}_3 = I_3\\mathbf{\\alpha}_3 - \\mathbf{r}_{cmp3}\\times\\mathbf{F}_3 + \\mathbf{r}_{cmd3}\\times\\mathbf{F}_{2} + \\mathbf{M}_2\n", "\\label{}\n", "\\end{array}\n", "\\end{equation}" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Python function `invdyn2d.py`\n", "\n", "We could write a function that it would have as inputs the body-segment parameters, the kinematic data, and the distal joint force and moment of force and output the proximal joint force and moment of force. \n", "Then, we would call this function for each segment, starting with the segment that has a free extremity or that has the force and moment of force measured by some instrument (i,e, use a force plate for the foot-ground interface). \n", "This function would be called in the following manner: \n", "\n", "```python\n", " Fp, Mp = invdyn2d(rcm, rd, rp, acm, alfa, mass, Icm, Fd, Md)\n", "``` \n", "\n", "So, here is such function:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "ExecuteTime": { "end_time": "2020-05-13T00:40:07.354464Z", "start_time": "2020-05-13T00:40:07.342326Z" } }, "outputs": [], "source": [ "# %load ./../functions/invdyn2d.py\n", "\"\"\"Two-dimensional inverse-dynamics calculations of one segment.\"\"\"\n", "\n", "__author__ = 'Marcos Duarte, https://github.com/demotu/BMC'\n", "__version__ = 'invdyn2d.py v.2 2015/11/13'\n", "\n", "\n", "def invdyn2d(rcm, rd, rp, acm, alpha, mass, Icm, Fd, Md):\n", " \"\"\"Two-dimensional inverse-dynamics calculations of one segment\n", "\n", " Parameters\n", " ----------\n", " rcm : array_like [x,y]\n", " center of mass position (y is vertical)\n", " rd : array_like [x,y]\n", " distal joint position\n", " rp : array_like [x,y]\n", " proximal joint position\n", " acm : array_like [x,y]\n", " center of mass acceleration\n", " alpha : array_like [x,y]\n", " segment angular acceleration\n", " mass : number\n", " mass of the segment \n", " Icm : number\n", " rotational inertia around the center of mass of the segment\n", " Fd : array_like [x,y]\n", " force on the distal joint of the segment\n", " Md : array_like [x,y]\n", " moment of force on the distal joint of the segment\n", " \n", " Returns\n", " -------\n", " Fp : array_like [x,y]\n", " force on the proximal joint of the segment (y is vertical)\n", " Mp : array_like [x,y]\n", " moment of force on the proximal joint of the segment\n", "\n", " Notes\n", " -----\n", " To use this function recursevely, the outputs [Fp, Mp] must be inputed as \n", " [-Fp, -Mp] on the next call to represent [Fd, Md] on the distal joint of the\n", " next segment (action-reaction).\n", " \n", " This code was inspired by a similar code written by Ton van den Bogert [1]_.\n", " See this notebook [2]_.\n", "\n", " References\n", " ----------\n", " .. [1] http://isbweb.org/data/invdyn/index.html\n", " .. [2] http://nbviewer.ipython.org/github/demotu/BMC/blob/master/notebooks/GaitAnalysis2D.ipynb\n", "\n", " \"\"\"\n", " \n", " from numpy import cross\n", " \n", " g = 9.80665 # m/s2, standard acceleration of free fall (ISO 80000-3:2006)\n", " # Force and moment of force on the proximal joint\n", " Fp = mass*acm - Fd - [0, -g*mass]\n", " Mp = Icm*alpha - Md - cross(rd-rcm, Fd) - cross(rp-rcm, Fp)\n", " \n", " return Fp, Mp" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The inverse dynamics calculations are implemented in only two lines of code at the end, the first part of the code is the help on how to use the function. The help is long because it's supposed to be helpful :), see the [style guide for NumPy/SciPy documentation](https://numpydoc.readthedocs.io/en/latest/format.html#docstring-standard). \n", "\n", "The real problem is to measure or estimate the experimental variables: the body-segment parameters, the ground reaction forces, and the kinematics of each segment. For such, it is necessary some expensive equipments, but they are typical in a biomechanics laboratory, such the the [BMClab](http://pesquisa.ufabc.edu.br/bmclab). " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Experimental data\n", "\n", "Let's work with some data of kinematic position of the segments and ground reaction forces in order to compute the joint forces and moments of force. \n", "The data we will work are in fact from a computer simulation of running created by Ton van den Bogert. The nice thing about these data is that as a simulation, the true joint forces and moments of force are known and we will be able to compare our estimation with these true values. \n", "All the data can be downloaded from a page at the [ISB website](http://isbweb.org/data/invdyn/index.html):" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "ExecuteTime": { "end_time": "2020-05-13T00:40:09.564573Z", "start_time": "2020-05-13T00:40:09.551269Z" } }, "outputs": [ { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "IFrame('https://isbweb.org/data/invdyn/index.html', width='100%', height=400)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Load data file" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "ExecuteTime": { "end_time": "2020-05-13T00:43:50.414470Z", "start_time": "2020-05-13T00:43:50.210449Z" } }, "outputs": [], "source": [ "# load file with ground reaction force data\n", "grf = np.loadtxt('./../data/all.frc') # [Fx, Fy, COPx]\n", "# load file with kinematic data\n", "kin = np.loadtxt('./../data/all.kin') # [Hip(x,y), knee(x,y), ankle(x,y), toe(x,y)] \n", "freq = 10000\n", "time = np.linspace(0, grf.shape[0]/freq, grf.shape[0])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Data filtering" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "ExecuteTime": { "end_time": "2020-05-13T00:46:23.243568Z", "start_time": "2020-05-13T00:46:23.224289Z" } }, "outputs": [], "source": [ "# this is simulated data with no noise, filtering doesn't matter\n", "if False:\n", " # filter data\n", " from scipy.signal import butter, filtfilt\n", " # Butterworth filter\n", " b, a = butter(2, (10/(freq/2)))\n", " for col in np.arange(grf.shape[1]-1):\n", " grf[:, col] = filtfilt(b, a, grf[:, col])\n", " b, a = butter(2, (10/(freq/2)))\n", " for col in np.arange(kin.shape[1]): \n", " kin[:, col] = filtfilt(b, a, kin[:, col])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Data selection" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "ExecuteTime": { "end_time": "2020-05-13T00:46:44.028090Z", "start_time": "2020-05-13T00:46:44.021429Z" } }, "outputs": [], "source": [ "# heel strike occurs at sample 3001\n", "time = time[3001 - int(freq/40):-int(freq/20)]\n", "grf = grf[3001 - int(freq/40):-int(freq/20), :]\n", "kin = kin[3001 - int(freq/40):-int(freq/20), :]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plot file data" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "ExecuteTime": { "end_time": "2020-05-13T00:46:58.045556Z", "start_time": "2020-05-13T00:46:56.899820Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# plot data\n", "hfig, hax = plt.subplots(2, 2, sharex = True, squeeze=True, figsize=(9, 5))\n", "hax[0, 0].plot(time, grf[:, [0, 1]], linewidth=2)\n", "hax[0, 0].legend(('Fx','Fy'), frameon=False)\n", "hax[0, 0].set_ylabel('Force [N]')\n", "hax[0, 1].plot(time, grf[:, 2], linewidth=2)\n", "hax[0, 1].legend(['COPx'], frameon=False)\n", "hax[0, 1].set_ylabel('Amplitude [m]')\n", "hax[1, 0].plot(time, kin[:, 0::2], linewidth=2)\n", "hax[1, 0].legend(('Hip x','Knee x','Ankle x','Toe x'), frameon=False)\n", "hax[1, 0].set_ylabel('Amplitude [m]')\n", "hax[1, 1].plot(time, kin[:, 1::2], linewidth=2)\n", "hax[1, 1].legend(('Hip y','Knee y','Ankle y','Toe y'), frameon=False)\n", "hax[1, 1].set_ylabel('Amplitude [m]')\n", "hax[1, 0].set_xlabel('Time [s]'), hax[1, 1].set_xlabel('Time [s]')\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Body-segment parameters " ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "ExecuteTime": { "end_time": "2020-05-13T00:49:34.384353Z", "start_time": "2020-05-13T00:49:34.375755Z" } }, "outputs": [], "source": [ "# body-segment parameters [thigh, shank, foot]\n", "mass = [6.85, 2.86, 1.00] # mass [kg]\n", "Icm = [0.145361267, 0.042996389, 0.0200] # rotational inertia [kgm2]\n", "cmpr = [0.4323725, 0.4334975, 0.0] # CM [m] wrt. prox. joint [frac. segment len]\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Kinematic calculations" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "ExecuteTime": { "end_time": "2020-05-13T00:50:29.447872Z", "start_time": "2020-05-13T00:50:29.413326Z" } }, "outputs": [], "source": [ "# Kinematic data\n", "# center of mass position of the thigh, shank, foot segments\n", "rcm = np.hstack((kin[:, [0,1]] + cmpr[0]*(kin[:, [2,3]] - kin[:, [0,1]]),\n", " kin[:, [2,3]] + cmpr[1]*(kin[:, [4,5]] - kin[:, [2,3]]),\n", " kin[:, [4,5]] + cmpr[2]*(kin[:, [6,7]] - kin[:, [4,5]])))\n", "\n", "# center of mass linear acceleration of the thigh, shank, foot segments\n", "acm = np.diff(rcm, n=2, axis=0)*freq*freq\n", "acm = np.vstack((acm, acm[-1, :], acm[-1, :]))\n", "\n", "# thigh, shank, foot segment angle\n", "ang = np.vstack((np.arctan2(kin[:, 1] - kin[:, 3], kin[:, 0] - kin[:, 2]),\n", " np.arctan2(kin[:, 3] - kin[:, 5], kin[:, 2] - kin[:, 4]),\n", " np.arctan2(kin[:, 5] - kin[:, 7], kin[:, 4] - kin[:, 6]))).T\n", "\n", "\n", "# hip, knee, and ankle joint angles\n", "angj = np.vstack((-(ang[:, 0]-ang[:, 1]),\n", " np.unwrap(ang[:, 1] - ang[:, 2] + np.pi/2))).T*180/np.pi\n", "\n", "# thigh, shank, foot segment angular acceleration\n", "aang = np.diff(ang, n=2, axis=0)*freq*freq\n", "aang = np.vstack((aang, aang[-1, :], aang[-1, :]))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plot joint angles" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "ExecuteTime": { "end_time": "2020-05-13T00:52:18.639038Z", "start_time": "2020-05-13T00:52:17.829136Z" } }, "outputs": [ { "data": { "image/png": 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4GEVFRa1aGBERERERUVegqTfgo32m6dq6K6Zrj4r0xpLJsejh6yxidXSlFgXoN954A8OHD0dZWRmeeOIJ9OzZEzqdDu+//z63+CEiIiIiImqhX88V4aVtycgpvzxdO8DNAS9O6oXbe/tzWyob06IAHRMTg4SEBMybNw+9e/eGXC6H0WiEl5cXtm7d2lY1EhERERERdSo55bVYuu0s9py7PJNXLpXgb6O64bGbI+FkzwWabVGL/1b69u2LP/74A6mpqThz5gxcXFwQFxcHV1fXtqiPiIiIiIio09DqDfg0IRMf7E23WF17WIQXXrkrFj18XUSsjq7nht/WiIqKQlRUVGvWQkRERERE1GkdSi/F81vOIKtUbW7zdbHHcxNjMKVfIKdrdwCcF0BERERERNSGymq0ePV/57D5RJ65TSaVYNbwcDxxSyRcHOxErI5aokXbWPXq1QsfffTRDZ/M2ucTERERERF1FIIgYNPxHNzyToJFeB4c5oGfF47EC5N6MTx3MC0agT5//jxKS0tv+GTWPp+IiIiIiKgjyCypwXM/nsHhzDJzm6uDHP+ZEIP7B4dAyv2cO6QWT+Het2/fDZ+Mc/qJiIiIiKgz0+mN+DghAx/sTbfY03lyv0C8MCkGvi4OIlZH1rqhAG1NiCYiIiIiIuqMjmWX4z+bTyO9uMbcFuzhiGV39caYaF8RK6PW0qIAvXfvXqtPGB4ebvVrEBERERER2Yqq2nq8sfM8vjl60dwmk0owd2Q3PH5LJJQKrt3cWbTobzI+Pr6t6iAiIiIiIupwtp8uwItbk1FaozW39Qt2w2t390FsoJuIlVFb4FshRERERERELVSs0uDFLcnYmVxobnNSyPDM+GjMGBYOGRcJ65QYoImIiIiIiJpJEARsTszDyz+fRVVdvbn9lhg/vHxnLALdHUWsjtoaAzQREREREVEz5FXW4b+bTyMhtcTc5uWkwEtTYjGpbwB3HeoCGKCJiIiIiIiuwWgU8NXRi3hj+zmodQZz+539A7Fkciw8nRQiVkftiQGaiIiIiIjoKrJL1fj3D6dwJKvc3Obnao9X7+qDW3r5iVgZiYEBmoiIiIiI6C8MRgFrD2bh7d0p0NQbze3Th4TgPxNi4OZoJ2J1JBYGaCIiIiIioiukFqnwzPencDKn0twW4umIN+7uixE9vMUrjETXagG6pqYGaWlpqKmpwahRo1rrZYmIiIiIiNqF3mDEpwcy8e7uVNQbBACARALMGh6OZ8ZHQ6ng+GNXJ7X2BXJzc3H33XfDw8MDgwcPxtixY83HDh48iF69emHfvn3WnoaIiIiIiKjNZJWqcd8nh/HWzhRzeI7wccL3/xiGJZNjGZ4JgJUj0AUFBYiLi0NRURGmTJmC4uJiHD582Hw8Li4OxcXF2LhxI8aMGWNtrURERERERK3KaBSw4Y8LeH3HOfO9zlIJMG90dzxxSyQc7GQiV0i2xKoAvXTpUhQXF2PPnj0YM2YMli5dahGg7ezsMGrUKBw6dMjqQomIiIiIiFpTXmUdnv3+JA6ll5nbwr2UeHtaPwwK8xSxMrJVVgXo7du3Y8qUKdccXQ4NDcWBAwesOQ0REREREVGrEQQBPyTmYelPyVBp9eb2R4aFYfEdPTldm67KqiujqKgIkZGR1+xjZ2cHtVptzWmIiIiIiIhaRYlKi//+eBq7zxaZ2wLcHLD83n4YGckVtunarArQnp6eyM3NvWaf1NRU+Pv7W3MaIiIiIiIiq+04XYDntpxBuVpnbrtnYDBenNyL+zpTs1gVoEeMGIGffvoJxcXF8PX1bXQ8LS0NO3fuxMMPP2zNaYiIiIiIiG5YVW09lvx0BluS8s1tXk4KvHZ3H4yP5WAfNZ9V21g988wzqKurQ3x8PHbu3Ina2loAgFqtxo4dOzB58mRIpVIsWrSoVYolIiIiIiJqiYTUEox/b79FeB4f64ddT45meKYWs2oEOi4uDp9++in+8Y9/YOLEieZ2V1dX04vL5Vi7di1iY2Otq5KIiIiIiKgF1Fo9Xtt+Dl8duWhuc3GQ4+U7Y3FX/yBIJBIRq6OOyurl5WbPno2RI0fio48+wh9//IGysjK4ubnhpptuwqOPPoro6OjWqJOIiIiIiKhZjmWXY9F3J3GxvNbcNirSG2/d2xcBbo4iVkYdXauszx4ZGYl33323NV6KiIiIiIjohmjqDXhndyo+O5AJQTC1OdrJ8N+JMXg4LpSjzmQ1bnBGREREREQd3pm8Kjz1XRJSi2rMbYPDPLDivn4I93YSsTLqTFoUoOfMmXNDJ5FIJFizZs0NPZeIiIiIiOhq6g1GfLQ3A6t+S4PeaBp2VsikWHRbFOaOioBMylFnaj0tCtDr1q27oZMwQBMRERERUWtLL1bhqe9O4lRulbktNtAV70zrj2h/FxEro86qRQE6KyurreogIiIiIiJqFqNRwNpDWXhrVwp0eiMAQCaV4F9juuPRmyOhkFu1Wy/RVbUoQIeFhbVVHURERERERNeVU16LRZtO4mhWubmtu48T3p7WH/1D3MUrjLoELiJGREREREQ2TxAEfHssB8t+Pgu1zmBunzOiG569PRoOdjIRq6OuggGaiIiIiIhsWlG1Bot/OIW9KSXmtiB3R6y4rx+GdfcSsTLqaqwK0BEREdftI5VK4ebmhp49e+Lee+/F1KlTrTklERERERF1IT+dzMcLW86gqq7e3Hb/4BA8PykGLg52IlZGXZFVAdpoNEKv1yM/P9/0YnI5vLy8UFZWBr1eDwAIDAxEcXExTpw4gW+//RaTJk3C5s2bIZNxigURERERETWtQq3D81vP4H+nCsxtPi72ePOePri5p5+IlVFXZtXydKdOnUJQUBBGjRqFgwcPQqPRoKCgABqNBgcOHMCoUaMQHByMvLw8pKSk4Pbbb8fPP/+MlStXtlb9RERERETUyfx2vgi3vbffIjxP6huAX54YzfBMorIqQD/33HOoqqrCr7/+iuHDh0MqNb2cVCrFiBEjsHv3blRWVuK5555DZGQkNm3ahKCgIHz11VetUjwREREREXUeKk09/v39KcxZdxwlKi0AwF1ph1UPDMAHDw6Eh5NC5Aqpq7MqQP/444+YMmUK5PKmZ4IrFApMnjwZmzdvBgAolUqMGzcOKSkp1pyWiIiIiIg6md/TS3H7ewew8XiOuW1stA9+eWI0JvcLFLEyosusuge6rKwMOp3umn3q6+tRVlZm/trf3x8Gg+EazyAiIiIioq6iTmfAmzvPY93v2eY2J4UML0zqhfuHhEAikYhXHNFfWDUCHRERgR9++AEqlarJ49XV1fjhhx/QrVs3c1tBQQG8vb2tOS0REREREXUCf14ox4SVByzC800Rntj5xGhMHxrK8Ew2x6oAPW/ePOTl5SEuLg5fffUVsrOzUVdXh+zsbHz55ZeIi4tDfn4+5s+fD8C0+fm+ffvQv3//1qidiIiIiIg6IK3egDd2nMd9Hx9GVqkaAGAvl2LJ5F74eu5NCPFUilwhUdOsmsL9+OOPIyUlBR9//DEeeeSRRscFQcC8efPw+OOPAwCKi4vxwAMP4NZbb7XmtERERERE1EGdyavCU98lIbWoxtw2INQdK+7rh+4+ziJWRnR9VgVoAPjoo4/w4IMPYt26dUhKSkJVVRVcXV0xYMAAPPLIIxg9erS5r5+fH15//XVrT0lERERERB1MvcGID/em44Pf0qE3CgAAO5kET94ahXmjIiCXWTU5lqhdWB2gAWDkyJEYOXJka7yUzdi8eTPeeustnD59GgqFAiNHjsSrr76Kvn37il0aEREREVGHklqkwqLvTuJ0XpW5rVeAK965vx96+ruKWBlRy7RKgO5s1qxZg7lz56J379548803odVq8cEHH2DEiBE4ePAg+vXrJ3aJREREREQ2z2AUsPpAJt7+JRU6gxEAIJNK8K+xPfDo2B5QyDnqTB0LA/RfVFZW4qmnnkJwcDAOHToEV1fTO2L3338/evXqhcceewwJCQkiV0lEREREZNuyS9VYtOkk/rxQYW7r4euMd6b1Q99gd/EKI7KC1W/57N27FxMnToSvry/s7Owgk8kafcjlHSenb9myBdXV1Zg7d645PANAcHAwpk2bhv379yM7O1u8AomIiIiIbFjDqPPt7+83h2eJBJg3OgI/LxzJ8EwdmlXJdtu2bZg6dSqMRiNCQ0MRHR3docJyU44cOQIAGD58eKNjw4cPx5o1a3D06FGEh4c3Oh4REXHV183JyUFQUBAqKytbq1RqRw17nV9tz3Oi6+E1RNbiNUTW4PVD1mruNZRVVosl29NxKu9yv2B3B7wyMRIDQlyhUaugadNKyVbZ+s8ho9EIqfT648tWpd2lS5dCoVBgy5YtuO2226x5KZuRm5sLwDTi/FcNbQ19Wkqj0XD6dweXmJgodgnUwfEaImvxGiJr8Poha13tGjIIwN58CXbkSKEXJOb20f5GTAqtQXXmCSRktleVZMts9eeQRqOBUnn9/cetCtDJycmYPn16pwnPAFBbWwsAsLe3b3TMwcHBos9fZWZe/adCREQEjEYj4uPjW6FKam8qlQqJiYkYOHAgXFxcxC6HOiBeQ2QtXkNkDV4/ZK1rXUNpxWos2Z6Os4WX93UO9XDASxN6YGCIW3uXSjbK1n8ONWS967EqQDs7O8PT09Oal7A5De86aLXaRsfq6uos+rSUVCqFu7v7DddG4nNxceHfIVmF1xBZi9cQWYPXD1nrymuo3mDER3sz8MHeNNQbTPs6SyXA3FERePKWKDgqZCJWSrbKVn8ONWf6NmBlgB43bhwOHz5szUvYnCunacfExFgcy8vLs+hDRERERNQVncmrwjPfn8K5gmpzWw9fZyy/ty8GhHqIWBlR27JqFe4333wTGRkZWLZsGQRBaK2aRDV06FAAwO+//97oWEPbkCFD2rUmIiIiIiJboNMbsWJXCu788JA5PJv2de6O/z02kuGZOj2rFxGLjY3FkiVL8Pnnn6N///5wc2t8n4NEIsGaNWusOVW7ueuuu/D4449j9erVePLJJ81bWeXm5uK7777DyJEj0a1bN5GrJCIiIiJqX5nVwPufJyGzrM7c1tPfBSvu64feQbzXmboGqwL0unXrzI+zsrKQlZXVZL+OFKA9PDywYsUKzJ8/HyNGjMD8+fOh0+mwatUqGI1GrFy5UuwSiYiIiIjaTVVdPV7dlYFNyXIApvBsJ5Ng4c2R+Ed8dyjkVk1qJepQrArQVwvMHd28efPg6emJ5cuX49lnn4VCocDIkSPx6quvol+/fmKXR0RERETU5gRBwM4zhVjyUzKKVZcX2O0X4o437+mDnv6uIlZHJA6rAnRYWFhr1WFz7r33Xtx7771il0FERERE1O7yK+vw4tZk7DlXZG6zlwp44uYIzLs5BjKp5BrPJuq8rArQRERERETUeRiMAjYczsbyXSlQ6wzm9vgeHhjrWoK7BgcyPFOX1ioBOj8/H7/99hvy8vKa3D9ZIpHghRdeaI1TERERERFRGzhXUI3Fm0/jZE6luc3HxR5Lp8RiWLAD9u8vEa84IhthdYB+/vnnsXz5cuj1enObIAiQSCQWjxmgiYiIiIhsT61Oj5W/pmP1gUzojZe3pn0wLhT/vr0n3BztUFlZKV6BRDbEqiXzNmzYgNdeew0jRozApk2bIAgCZs6cia+//hp///vfIZVKMX36dPz222+tVS8REREREbUC0yJhBbjl7QR8nJBhDs/dfZzw3fxheG1qH7g52olcJZFtsWoE+pNPPkFgYCB27doFOzvTP67w8HBMnz4d06dPx9SpUzFx4kQ88MADrVIsERERERFZ70KZGkt+Ssa+lMvTshUyKf45pjsWjO0Oe7lMxOqIbJdVAfr06dOYPn26OTwDgMFwebGB8ePHY/z48Vi+fDkmT55szamIiIiIiMhKmnoD/m9fBv4vIQM6vdHcPjrKB0unxKKbt5OI1RHZPqsCdH19Pby9vc1fOzo6oqqqyqJP79698fHHH1tzGiIiIiIistLe88VY8lMyLpbXmtsC3Bzw4qReuL23v3kNIyK6OqsCdEBAAAoKCsxfh4aG4tSpUxZ98vLyIJdztywiIiIiIjHkVdbh5W3J2JV8eU9nuVSCv43shsfGRcLJnr+rEzWXVf9aBgwYgNOnT5u/vvnmm/Hpp59iw4YNuPvuu7F371788MMPGDFihNWFEhERERFR89XpDPhkfwY+TsiApv7ydO24bp545a7eiPJzEbE6oo7JqlW4J02ahOTkZGRlZQEAFi9eDDc3N8yaNQuurq648847IQgCli1b1irFEhERERHRtQmCgJ9P5eOWdxLw3p40c3j2drbHe/f3x7fzbmJ4JrpBVo1Az5o1C7NmzTJ/HRISgmPHjuHtt99GRkYGwsPDsWDBAvTp08faOomIiIiI6DrO5FXh5W1ncTS73Nwml0owY1gYnrglittSEVmp1W946NatGz744IPWflkiIiIiIrqK0hot3v4lBd8ey4EgXG4fHeWDFyfFoIcvR5yJWgNXDCAiIiIi6qB0eiPWH87G+3vSoNLqze3dvJ3wwqQYjI325eraRK2IAZqIiIiIqIMRBAG7kovw1s7zyCxVm9ud7eV4fFwkZg4Ph0Ju1XJHRNQEBmgiIiIiog7kzwsVeH37ORy/UGFuk0iAaYNC8PT4aPi42ItYHVHnxgBNRERERNQBZJWq8dbO89hxptCifWi4J16Y1At9gt1Eqoyo62CAJiIiIiKyYeVqHVb+moYv/7gAvfHyCmHdfZyw+I4Y3BLD+5yJ2gsDNBERERGRDdLUG7DmYBY+3pdhsUCYt7M9nrw1EvcPDoFcxvucidqTVQF6/fr16N+/P/r27XvVPmfOnEFiYiIeeeQRa05Fbaiqth5fHrkALycFvJzt4emkgLez6bGTQsZ3NImIiIjakU5vxMbjOVj1axqKVVpzu6OdDPNGR+DvoyPgbM9xMCIxWPUvb9asWXjppZeuGaC3bt2KF198kQHahuVU1GL5rpQmjynkUnhfEay9nBXwbnjsdMXjS+0OdrJ2rp6IiIioczAYBfx4Ig/v7UlFbkWduV0qAe4fEoInb4mCr6uDiBUSUZu/dWUwGDiCaePK1LqrHtPpjciv0iC/StOs11IqZPByVsDLyf7SiLYpfJsfOzWMcJs+c3sFIiIi6uqMRgE7zhTind0pyChRWxwbH+uHRbdFI8rPRaTqiOhKbR6g09LS4OHh0danISvEBrrikxmDUK7WoaxGi9IaHcrUOpSrtSir0aG0RoeKWh0MVyxacTW1OgNqy+uQU1533b4A4OIgh/elgO15aaTb2/mKx04KeF4K3h5KO97nQ0RERJ2GIAjYl1KCFb+kIDm/2uLY6CgfPH1bFPoGu4tTHBE1qcUBes6cORZfb9myBdnZ2Y36GQwG5OTkYP/+/Zg4ceINF0htz9vZHuNj/a/Zx2gUUFVXj7JLobrsUtg2fdY1aq+orW/WuVUaPVQaPbJK1dftK5EA7o52jUa0TZ//cv+2kz3cHO0glXL2AxEREdkWQRBwML0U7+1Jw59X7OUMAEPCPfD0bdGIi/ASqToiupYWB+h169aZH0skEiQlJSEpKanJvhKJBHFxcXj33XdvtD6yEVKpBB5OCng4KdDD9/r99QYjKmqbCNx/Cd/lah1Ka7RQafTXfU1BACpq61FRW4/0ZtQsk0rgoVSYw7bnX+7ZtgjdTvZwdZTzdgMiIiJqMw0jzu//moaknEqLY32C3LDotijER/nw9xEiG9biAJ2VlQXA9AMgIiICTzzxBB5//PFG/WQyGTw8PODk5GR9ldThyGVS+LjYw8fFvln9tXoDKtT1KDUH68vTx8tqtKagrb78uFZnuO5rGowCSmu0KK3RAkXNqFkqgadT00HbUWpAfrkEbrnVCNPbwctZARd7Bm4iIiK6PkEQsPtsEVb9lo7TeVUWxyJ9nbHotiiMj/Xn7xVEHUCLA3RYWJj58ZIlSzB27FiLNqIbYS+Xwd9NBn+35q0sWavTo6zGNIJdpr5033bN5eBddqm9vMYUvHV643VfU28UUKzSXtouQtVEDxnWpJw2f6WQSc0hu8nRbSd7eDqbRrc9nRXcEoyIiKiLMRoF7EwuxKrf0nGuwPIe557+Llh4cyTu6O3PW86IOhCrFhFbsmRJa9VB1CJKhRxKTzlCPJXX7SsIAtQ6g8U92+WXQnf5X+7lbgjk9YbrL5imMxhRWK1BYXXzVii3l0stpo03de+25xWrlysV3N+RiIioI9IbjPjf6QJ8uDcdqUU1FsdiA13x2LhI3Brjx+BM1AHxN3Tq9CQSCZzt5XC2lyPM6/q3FAiCAJVWbxG0c0sqkZicCje/YNTUS8z3bpdfuo9b34wVyrUt3BLM0U52RbBuYjswZwWC3B0R6qnk/ttEREQ2oFanx6bjufjsQKbFPs4A0C/EHY+P64Gx0b6ckUbUgVkdoPfu3YsVK1bg2LFjqKiogNHYeKqsRCKBXn/9RaKIbIFEIoGrgx1cHezQzdsUuCsrHeBdlYL4+Ai4u7tb9BcEAdV1epSqtU2OaDcE7bIrtgdrRt5GXb0BeZV1yKu8/pZgfq72CPN0QqiXEmGeSoR7O6GHrzO6eTsxXBMREbWxcrUOX/yejfWHsxvtRDIozAOPj4vEqEhvBmeiTsCqAL1t2zZMnToVRqMRoaGhiI6OhlzOQW3qWiQSCdyUdnBT2qG7z/X7N7kl2BWrlFuEbrVpD27hOoG7qFqLomotjmaXW7RLJUCYlylM9/B1RqSvMyJ9XdDd14lTxImIiKx0sawWqw9m4rvjOdDUWw4ijYn2wbzRERgW4cXgTNSJWPUb9NKlS6FQKLBlyxbcdtttrVUTUafW0i3BDEYBFbWNR7NLa7TIrahDdpkaF8tqUabWNXquUQCyStXIKlVj91nLpciD3B0R6XdlqDaFbDdHu9b6VomIiDqlU7mV+OxAFv53Kt9iVplcKsGUfoH4++gIxAS4ilcgEbUZqwJ0cnIypk+fzvBM1IZkUgm8ne3h7WyPKD+Xq/ZTaepxsbwWF8tqkVmqRlqRCuklNUgvrmn0rjgA8/TwfSklFu1+rvaI9HVBtL8L+ga7oW+wO8K9lHz3nIiIurR6gxE7zxTi80NZSLxYaXFMqZBh+pBQ/G1UNwS5O4pTIBG1C6sCtLOzMzw9PVurFiKygouDHWID3RAb6GbRbjQKyKusQ3pxDdKKVUgrqjEF66IaqLSN1yZomA5+ML3U3ObqIEefYDcMCvXA8B7eGBDqDns5760mIqLOr0Ktw9dHL+LLPy6g4C8LgXo5KTB7RDgevikM7kqFSBUSUXuyKkCPGzcOhw8fbq1aiKgNSKUShHgqEeKpxNiel+eMC4KAomot0opVl8K1abQ6rUjVaAGUao0eh9LLcCi9DCt/S4ejnQxDunlidKQ3xsf6N2s7MSIioo7kfGE11h3Kxo8n8qDVW87kivZzwewR4bhrQBAX6yTqYqwK0G+++SaGDh2KZcuW4bnnnuMUT6IORCKRwN/NAf5uDhgVabn6WWmNFmfyqnA6twonc6twKrcSxSqt+XhdvQH7U0uwP7UEy/53DjEBrhgf64fxsf7o6e/CnwVERNQh1RuM2HO2CBv+uIDfM8osjkkkwLiefpgzIhzDunNhMKKuyupFxGJjY7FkyRJ8/vnn6N+/P9zc3Br1k0gkWLNmjTWnIqJ25O1sjzHRvhgTfXnEuqCqDoczynAwvRS/p5ehsPryNLZzBdU4V1CN9/akoYevM+7qH4g7+wdxZJqIiDqEvMo6fHv0Ir49loOSK94wBgBnezmmDQ7BzOFhCPNyEqlCIrIVVgXodevWmR9nZWUhKyuryX4M0EQdX4CbI+4eGIy7BwZDEARklNRgV3IRfkkuxMncKnO/9OIarPglFSt+ScWQcA/cNSAIE/sE8N4wIiKyKQajgH0pxfj6yEXsTSm2WE0bAMK9lJg1PBz3Dg6Bsz23fiQiE6t+GlwtMBNR5yaRSNDD1wU9fF3wr7E9UFBVh1+Si/C/UwUWe1Efy67AsewKvPRTMsZG++LugcG4uacvFHKpiNUTEVFXVlytwcZjOfj2WA7yKussjsmkEtwa44eHbgrFiO7ekEo5TZuILFkVoMPCwlqrDiLqwALcHDFzeDhmDg9HbkUttiblY8uJPKQV1wAA6g0CfjlbhF/OFsFdaYcp/QJx98Bg9At24z1kRETU5nR6I349V4RNf+YiIbUEhr8MNwe6OeCBoaGYNiQEfq4OIlVJRB0B56MQUasK9lDiX2N7YMGY7jhbUI0tJ/KwNSnfvAhZZW091h++gPWHL6C7jxPuHhiMqQOCEMh9M4mIqJUl51dh0/FcbE3Ka7TDhEQCjI32xUNxoRgT7QsZR5uJqBlaFKDnzJkDiUSC1157DX5+fpgzZ06znsd7oIm6HolEYt6XevEdMTiYXorNibnYlVwITb1pO5CMEjWW70rBil9SMLy7F+4eEIzbe/vDifeaERHRDSpX67A1KQ+bjufibEF1o+OBbg64Z1Aw7h8SgmAPLnZJRC3Tot9S161bB4lEgn//+9/w8/OzWETsWhigibo2mVSC+CgfxEf5QKWpx47ThfghMRdHskz3SwsCzPtMv7D1DG7v7Y97Bwbjpggv3n9GRETXpak3YO/5YmxJysNv54tRb7Ccoq2QS3F7rD/uGxyM4d29OdpMRDesRQG6YdGwoKAgi6+JiJrLxcEO04aEYNqQEOSU1+LHE3nYnJiL7LJaAECtzoDNiXnYnJiHQDcH3DUgCHcPDEYPX2eRKyciIltiMAo4nFGGrUl52HmmECqtvlGffiHuuG9QMCb3C4Sbo50IVRJRZ9OiAP3XRcO4iBgRWSPEU4nHxkVi4c09kHixAj8k5mHbyXyoNKZfgvKrNPhoXwY+2peBfiHuuGdgECb3DYSHE7fEIiLqigRBwMncKmxNysPPpwoa7dkMAN7O9rh7YBDuHRSMKD8XEaokos6MNxoSkegkEgkGhXliUJgnXpzUC7+eK8YPiZYrpZ7MqcTJnEq88vNZ3NzTF/cMDMaYaG6JRUTU2QmCgHMFKuw4U4BtJ/PNM5au5Gwvx+29/XFn/0AMi/CCXMb/G4iobbRqgK6urkZVVRXc3Nzg6urami9NRF2Eg50ME/sGYGLfAJSotNiaZJrO3bAQTL1BwK7kIuxKLoKnk+LSllhB6BPELbGIiDoLQRBwOq8KO84UYsfpgiZDs0ImxdiePrizfxBu7ukLBzuZCJUSUVdjdYDW6/VYvnw51qxZY3FPdLdu3TB37lw8/fTTkMs50E1ELefjYo+5oyIwd1QEzhVUY3NiLrYk5Zun7JWrdVj3ezbW/Z6NSF9n3D0wGHcNCESAG7fEIiLqaIxGASdyKrHzTAG2ny5EXmVdoz4SCTC8uxfu7BeE8b39eV8zEbU7q5KtVqvF+PHjceDAAUgkEoSEhCAgIAAFBQXIzs7Gc889h507d+KXX36BQsF7FonoxsUEuOK5ib3w79t74kB6KTYn5uGX5EJo9aYtsdKKa/DmzvN4a9d5jOzhjbsHBmF8rD+UCr6BR0Rkq3R6I45ll2P32SLsPFOIwmpNoz5SCRDXzQsT+vhjfKw/fF0dRKiUiMjEqt8s33nnHezfvx8TJkzAO++8g6ioKPOxjIwMLFq0CNu2bcM777yDxYsXW10sEZFcJsXYaF+MjfZFtaYe208VYHNiHo5mX94S60BaKQ6klcJJcQZ39AnA3QODcFM3bolFRGQLKmt12JdSgj3nipCQUtLk6tkyqQTDu3thQp8A3NrLD97O9iJUSkTUmFUB+uuvv0ZsbCx++uknSKWWizV0794dmzdvRv/+/fHVV18xQBNRq3N1sMP0oaGYPjQUF8tqsflELjYn5uFiueleObXOgO//zMX3f+YiyN0RUwcE4e6BQYjw4ZZYRETtKatUjT1ni7DnXBGOX6gwLxB5JTuZBCN7eOOOPgG4NcaPOy4QkU2yKkBnZGRg4cKFjcJzA6lUijvuuAOrVq2y5jRERNcV6qXEE7dE4fFxkTh+oQKbE3Px88kC88hGXmUdPtibjg/2pmNAqDumDgjC7b394evCqYBERK1NU2/A0axy7E8twd6UYmSUqJvs5+ogx9ievrglxg/x0T5wdeA9zURk26wK0AqFAmp10z8QG6jVatjZ8YchEbUPiUSCIeGeGBLuiSWTY7H7bBF+SMzF/tQSNAx4nLhYiRMXK7Hkp2QMDffExL4BDNNERFYQBAEZJTVISC3F/tQSHMkqg6be2GTfcC8lbonxw7gYPwwO94Adt5wiog7EqgDdp08ffP/991i6dCm8vLwaHS8tLcX333+Pfv36WXMaIqIb4mAnw+R+gZjcLxDFKg1+SsrH93/m4nyhCoDpfukjWeU4klVuDtOT+gZgPMM0EdF1VdXV4/f0UuxPK8H+1NImV80GTIuADQrzMIfm7j5O3HaQiDosqwL0o48+igceeABDhw7F888/jzFjxsDf3x+FhYXYt28fli1bhpKSEqxcubK16iUiuiG+Lg4WW2JtP12A/50qQGapaRbNlWH6xZ+SEdfNExP7MEwTETWo0xlw/EI5fs8ow+GMMpzOq2ryXmYA8Hd1wOgob4yO8sHIHt5wV/J+ZiLqHKwK0Pfffz8SExOxfPlyzJ07t9FxQRDw7LPPYtq0adachoioVcUEuCImwBVP3RqF84Uq/O9UAbaftgzTf2SW449MU5juH+KOW3v54dYYP/TwdebICRF1CZp6A05crMThjFIczixDUk4l6g1NB2aFXIq4bp4YHemD0VE+iPLjz0oi6pys3iD1zTffxJ133om1a9ciKSkJVVVVcHNzw4ABAzBnzhwMGzasNeokImp1EonEHKYX3RaFcwUq08j06QJkXRGmG+6ZfmtnCsK9lLi1lx9uifHDoDAPyHnvHhF1Epp6A07mVOJolmmU+c+LFdDpm76PGQAifZ0xMtI0ynxTNy84KmTtWC0RkTisDtAAMHz4cAwfPrw1XoqISBQSiQS9Al3RK9AyTO8+W4SUIpW5X3ZZLT47kIXPDmTBQ2lnXj12RA9vuDlywUQi6jjKarT480IFjl+owPHscpzOq7rqCDMAdPN2wk0RXhjW3Qs3RXjy9hYi6pJaJUATEXUmV4bpp8dH42JZLXafK8Kes0U4ml1uvuevorYemxPzsDkxDzKpBANC3BEf5YP4aB/0DnSDVMrpi0RkGwRBQHEdsOVUEc4VX8SxC+XIvMrWUg2C3B0xvLspMA/r7oUAN8d2qpaIyHa1OEDLZC2fnmNnZwdfX18MGzYMixYtwtChQ1v8GkREYgn1UuJvI7vhbyO7obJWh70pxdhzthj7Uoqh1hkAAAajYBrFuVCBt3enwtNJgVGR3oiP8sGoSB9wbJqI2lNlrQ4nc6twMqcSSTmVOHGxAhW1ciAp/arPifB2wuBwDwwO88Sw7l4I8VS2Y8VERB1DiwO0IFx9as/V6HQ65ObmYtOmTdiyZQt2796N0aNHt/h1iIjE5q5UYOqAYEwdEAyt3oA/MsuRkFKChNRiZFwxmlOu1mFrUj62JuUDACJ9lAiQSWEIKMO43k5wUzJSE1Hr0NQbcLag2hyWT+ZUIrus9prPkUsl6BPshsFhHhgc7olBYR7wdrZvp4qJiDquFgdoo/Hqi0lc6znFxcXYvHkzHnvsMbzyyivYvXt3i1+HiMiW2MtlpinbUT4AeiG3ohb7U0uRkFqMQ+llqNHqzX3TSmqRBin2bz4PyY/nERvoimGX7iUcEu4JFwcGaiK6Pk29ASmFKiTnVyM5vwqncqtwrqAa+qtsJ9XA1UGOIAcdbu4bjlE9A9Ev2J2LfhER3YB2uQdaKpXC398fCxYswIEDB7Bjx472OC0RUbsK9lDiwbhQPBgXinqDEYkXKpCQWoIDaaVIzq9Cw++3ggCcyavGmbxqfHYgCzKpBL0DXTE43BODwzwwKMwDvq5cnIeoq6uqrUdyQRXO5lfjbH41kvOrkV5Sc9W9lxso5FL0DnRFvxB39A9xR79gd7jJdNi/fz/ih4fA3d29fb4BIqJOqN0XEYuMjMTGjRvb+7RERO3KTiZFXIQX4iK88OztwMXCUqzf8TvqXIKRmKfGuYJqc1+DUTDdq5hbhTUHswAAIZ6OGBTqgUHhnhgU6oFofxfIuCgZUadkMAq4WF6LlEIVUgpVOFtQheT8auRW1F33uRIJ0MPHGf1C3E2BOdgd0f4uUMgtt9irrKxvq/KJiLqUdg/QL7/8Ml5++eX2Pi0RkahcHeTo4ykgPj4C7u7uqFDrcCSrDIczynA4swypRTUW/XPK65BTXoctl+6hdrGXo3+oO/oGu6FPkOlzgJsDJBKGaqKOQhAE5FdpkFqoQkqRCqmFKqQWq5BWVAPtNfZbbiCXStDD1xmxgW6IDXRF7KXdAngLCBFR++E2VkREIvBwUuD23gG4vXcAAKBCrUPixQrznqwncyotfqFWafU4kFaKA2ml5jZvZ/tLgdoNfYPd0DfYHT4uXASISGwGo4DcilpklqiRUVKD9OIapBSZgvKVayNci1IhQ0yAqzkoxwa6IdLPGfZy3rdMRCQmBmgiIhvg4aTAuBg/jIvxAwDo9EacLajG8exyJF6swPHsChSrtBbPKa3R4rfzxfjtfLG5zd/VAb0CXRET4IKe/qbP4V5OkMssp3MSkfUqa3XIKFEjs6QGmaWXPpeocaGsFjpD8xZdlUqAcC8nRPm5IMrfBVF+zogJcEW4lxNv2yAiskEM0ERENkghl6L/pQWAANPUz4IqDU7lVuFUbiVO55lW362qs7yvsbBag8JqjUWotpdLEeXngp7+LugZ4IoYf9Mv6l5OCk4BJ7oGQRBQrtbhYnmt6aPM9DmrVI3MUjXK1boWvV6wh6MpKPu5INrfGVF+Luju4wwHO44qExF1FAzQREQdgEQiQaC7IwLdHXF7b38Apl/uc8rrcNIcqCuRnFcN1V+miGr1RpzOq8LpvCqLdnelHXr4OKO7jzO6+zqhh6/pcbCHkiNf1GXo9EbkVdZdEZLVlx7XIae8ttlTrhsoZFKEeysR4e2MCB8nRPg4o7uPEyL9XOBsz1+7iIg6Ov4kJyLqoCQSCUK9lAj1UmJyv0AAplCdW1GH84UqnC+oxvlCFc4VViOrVA3hLzvfVNbW4/ile66vpJBLEeHthO4+zujm7WQ6h6cSYV5K+Lk4QMpwTR2EIAioqK1HfmXd5Y8qzRVfa1Cs0uA6u0I1yc/V3iIkR/g4obu3M4I8HPkGFBFRJ8YATUTUiUgkEoR4KhHiqcStvfzM7XU6A9KKVThXUI1zBSqkF9cgo6QGBVWaRq+h0xtNAbxQ1eiYQi5FiIcjwryczKE61NP0EejuCCeOsFE70RuMKFPrUFytRbFKg2KVFoVVGhRUmYJxfpUpJGvqm3cv8l/JpRIEezgixFNpca2HeCoR5uXE0WQioi6KP/2JiLoAR4UMfYPd0TfY3aK9RqtH5qVVgjNKapBRrEZ6SQ2yS9XQNzEsp9MbkVGiRkaJusnzuDnaIcDNAYHujubPge4OCHBzRJC7I/xcHRrtT0t0pTqdAWVqLUprdCiu1qBIpUVJtSkgF6u0KLr0uKxGe0Mjx1fydrZHoLuDKRR7Xn4zKMRTiQA3By6+R0REjTBAExF1Yc728iaDdb3BiIvltbhQpsbFslpcuLSA0oVL94nqrrJnbVVdParq6pscvQYAiQTwcrKHj8ulD+crHv/la1cHORc56+AEQYBaZ0B5jQ5lai3K1TqUqXUoq9GhXK1FmVqH8ksfpjYd6uoNrXJupUJmXjcg6NKbOA1v6DS8mcPFu4iIqKUYoImIqBE7mdS0uJiPc6NjRqOAYpXWFK4vBeqc8lrkX5o+W1ilQb2h6aFBQTBtv1Vao8W5gmvXoJBL4e2kgLtSAQ8nO9NnpR08lIq/PL782dlezlHDViQIAnQGI9RaA9RaParq6lF96U2Spj6qNZZ9quvqm5zJYA2ZVAJvZwX8XB3g62IPHxcH+Lnaw9fF9LUpMDvC1ZFvwBARUetjgCYiohaRSiXwd3OAv5sD4iK8Gh03GgWU1mgtFmsqaHhcpUFxtQYlKu11g5VObzS9RhP3aV+Lo50Mzg5yuNjL4ewgh7P9pQ+LNjsoFTI42slgbyeFg50MDnamrx0ufW1xTC6DnUxic4HMaBSg1Ruh1RugqTdCU2+AVm/5uam2Op0BNTo9ai8F4xqtHrU6A2q0eqj/8ri1A3BTJBLAQ6mAp5Ppw8tJAS9nBXyvCMc+Lvbwc3WAp5OCi3QREZFoGKCJiKhVSaUS+Lo6wNfVwbyP9V8ZjQKq6upRUqNFieqKjyu+LlZpUK6uR2WtrkUhrq7egLp6A0pU2lb6ji6TSyWQyySwk0ohk0kgl0phJ5NAJpXATiaFXHr5cYtXKxcEGAQBeoMAvVGAwShAbzSav9brDdDoZMDxwzAIgOFSH1sjkQAu9nK4Ke3g5mgHVwc7cyj2dLKHp3PD48uf3ZUMxURE1DF0+gA9a9YsfPHFF00eW7VqFR599NFG7Zs3b8Zbb72F06dPQ6FQYOTIkXj11VfRt2/fti6XiKhLkEol8HBSwMNJgSg/l2v2FQQBNVo9KmvrUVGrQ0WtKVRXqK94XGuaMlyj1aNGYxpRVWlMX7dmxtQbTWFWgxtb2dl6EsDQtudWKmRQKuRwtpfByV5u+lCYHrs6mkJxw4erg+XXbo52cHaQMwwTEVGn1ekDdIMNGzY0ahs6dGijtjVr1mDu3Lno3bs33nzzTWi1WnzwwQcYMWIEDh48iH79+rVHuUREdIlEIoGLgx1cHOwQ4qls0XMFQUBdvQE1Gj1UfwnXdfUG1OkuTXPWG6DRGaC5Yoqz5oop0Jp6A3QGAYZLI8L1BiMMRgH1BtMosfmxwWgO2ca/brzdDOYRbPMIt2mUWyaVQAoBOm0dXJydoJDLIb903F5umnbe6LOdDA5y02d7uWkqesNnR7uGcGz67GwvNwdnhl8iIqKr6zIB+uGHH75un8rKSjz11FMIDg7GoUOH4OrqCgC4//770atXLzz22GNISEho61KJiKiVSCQSKBVyKBVy+IpdjJUqKyuRkJCA+PgBcHd3F7scIiKiLqnLLFUqCAKqq6thMFx9e4wtW7aguroac+fONYdnAAgODsa0adOwf/9+ZGdnt0O1REREREREZGu6TIB2d3eHm5sbHBwcEB8fj19//bVRnyNHjgAAhg8f3uhYQ9vRo0fbtlAiIiIiIiKySZ1+Crefnx8ee+wxDBkyBC4uLjhz5gzee+893Hrrrfjyyy/x4IMPmvvm5uYCMI04/1VDW0OfpkRERFz1WE5ODoKCglBZWXmD3wmJSaVSWXwmaileQ2QtXkNkDV4/ZC1eQ2QtW7+GjEYjpNLrjy93iABdU1ODN954o9n977nnHgwYMAAA8Oabb1ocu/POOzFr1iz07dsXCxcuxNSpU+Ho6AgAqK2tBQDY29s3ek0HBweLPjdCo9HwHuoOLjExUewSqIPjNUTW4jVE1uD1Q9biNUTWstVrSKPRQKm8/mKlHSZAv/rqq83u36NHD3OAbkpQUBDmzJmDFStW4I8//sDYsWMBwPwHptU23ju0rq7Ook9TMjMzr3osIiICRqMR8fHxzfoeyLaoVCokJiZi4MCBcHG59pY7RE3hNUTW4jVE1uD1Q9biNUTWsvVrqGHA9Ho6RID29/eHcAPbgVxLeHg4AKCkpMTcduU07ZiYGIv+eXl5Fn1aqqCgAHq9HgMHDryh55O4jEYjNBoNHBwcmjW1g+iveA2RtXgNkTV4/ZC1eA2RtWz9GsrLy4Ncfv14bHuVt5O0tDQApnDeoGFf6N9//71R/4a2IUOG3ND57O3tm/UXQrYpLy8PZWVlNvmPnToGXkNkLV5DZA1eP2QtXkNkLVu/huRyeZO38v6VRGjtoV0bolarIQgCnJ2dLdpTU1MxaNAgKJVKXLx40fwHVVFRgbCwMLi5uSE5Odm8lVVubi569eqFfv364cCBA+3+fZD4GhaIu9Y0faJr4TVE1uI1RNbg9UPW4jVE1uos11CnHhJNS0vDmDFjcN9996Fnz55wdnbG2bNnsWbNGmi1Wnz55ZcW7zJ4eHhgxYoVmD9/PkaMGIH58+dDp9Nh1apVMBqNWLlypYjfDREREREREYmpUwdof39/TJ48GQcPHsR3332H2tpa+Pr6YvLkyXjmmWeavB953rx58PT0xPLly/Hss89CoVBg5MiRePXVV9GvXz8RvgsiIiIiIiKyBZ0+QG/YsKHFz7v33ntx7733tkFFRERERERE1FHZ5h3cRERERERERDaGAZqIiIiIiIioGRigiYiIiIiIiJqhU29jRURERERERNRaOAJNRERERERE1AwM0ERERERERETNwABNRERERERE1AwM0ERERERERETNwABNRERERERE1AwM0ERERERERETNwABNRERERERE1AwM0ERERERERETNwABNRERERERE1AwM0ERERERERETNwABNRERERERE1AwM0ERERERERETNwABNRERERERE1AwM0ERERERERETNwABNRERERERE1AwM0ERERERERETNwABNRERERERE1AwM0ERERERERETNwABNRERERERE1AwM0ERERERERETNIBe7gK7C3d0dWq0WAQEBYpdCREREREREVygoKIC9vT0qKyuv2Y8j0O1Eq9VCr9eLXQbdIKPRiNraWhiNRrFLoQ6K1xBZi9cQWYPXD1mL1xBZy9avIb1eD61We91+HIFuJw0jz5mZmSJXQjeisrISCQkJiI+Ph7u7u9jlUAfEa4isxWuIrMHrh6zFa4isZevXUERERLP6cQSaiIiIiIiIqBkYoImIiIiIiIiagQGaiIiIiIiIqBkYoImIiIiIiIiagQGaiIiIiIiI2tSxC1U4UCgRuwyrMUATERERERFRmxAEAV/8no1/fHsGP2RJcSizQuySrMIATURERERERK1Oqzdg8Q+nseSnZBgEQIAE204Xi12WVbgPNBEREREREbWq4moN/vHln0i8WGluGxdoxKuTo8QrqhUwQBMREREREVGrOZlTiXkbjqOoWgsAsJdL8dKEHlCWnIVM2rHvg+YUbiIiIiIiImoVP53Mx7RPDpvDc6CbA37453Dc0ctH5MpaB0egiYiIiIiIyCpGo4B396Ri1W/p5rYh4R74v4cHwdvZHpWVleIV14oYoImIiIiIiOiG1er0WPTdSew4U2humzY4GMvu6gOFvHNNemaAJiIiIiIiohuSX1mHuV8cx9mCagCAVAL8d0IM/jayGySSjn2/c1MYoImIiIiIiKjFEi9WYN76P1FaY7rf2cVejpUPDsDYaF+RK2s7DNBERERERETUIpsTc7F482no9EYAQJiXEmtmDkYPXxeRK2tbnWtCOtEV1q1bB4lEgn379l2375gxYxAeHt7mNRERERERdWRGo4A3dpzHU9+dNIfnmyI8sWXBiE4fngEGaLIhGo0Gnp6ekEgkeOWVV8Quh4iIiIiIrlCj1WPehj/xcUKGue3BuFBs+FscPJwUIlbWfhigyWb88MMPqKioQI8ePbB27VoIgiB2SUREREREBCCvsg73/t/v2HOuCAAgk0qwdEosXr2rN+xkXSdWdp3vlGze6tWr0bNnTyxfvhzZ2dnYs2eP2CUREREREXV5p3OrcNeHh3C+UAUAcHGQY93sIZg5PLxTrrR9LQzQZBPS09ORkJCA2bNnY+LEifDx8cHq1asb9QsPD8eYMWNw/vx5TJo0CW5ubnB2dsbEiRORkZHRxCs39sEHH0Amk2HatGnQarXX7JuRkYFZs2YhJiYG9957L2JjY7FgwQKUlpbe0PdJRERERNSR/JJciGmfHEaJyvR7c7iXElv+NQKjIn1ErkwcXIWbbMLq1ashlUoxY8YM2NnZ4eGHH8aHH36I0tJSeHt7W/TNy8tDfHw87rzzTrz55ptIS0vDqlWrMGXKFJw+fRpSadPvCwmCgH//+99Yvnw5nnzySbz99tvXfMcsKSkJY8aMgVKpxEMPPYS6ujrIZDJ8/vnn+PXXX3H06FG4ubm16p8DEREREZEtEAQBaw5m4dXt59BwZ+WQcA98MmMwPLvI/c5NYYDuQCavOmh+58fW+LjYY9vCkTf0XL1ejy+++AK33347AgICAACzZ8/Gu+++iw0bNuDJJ5+06J+eno6vv/4aDzzwwOXz+/jgP//5D/bs2YPbbrut0Tm0Wi1mzpyJTZs24f3338djjz123bpmz54NT09PHD9+HFKpFAkJCYiPj8dDDz2EESNG4L333sOSJUtu6HsmIiIiIrJVeoMRS7edxYY/Lpjb7uwfiLfu7Qt7uUzEysTXZaZwV1dX4/nnn0dMTAwcHR3h6emJuLg4fPnllxb9amtrsXjxYoSHh8Pe3h7h4eFYvHgxamtrRar8shKVFoXVGpv8sCbY//zzzygsLMTs2bPNbX369MGgQYOanMYdGBhoEZ4B4NZbbwUApKamNupfUVGB2267DVu3bsWmTZuaFZ7PnDmDpKQkTJ8+HUajEWVlZaiurkZZWRm6d++OHj16YNeuXS39VomIiIiIbJpKU4+5649bhOfHxkXivfv7d/nwDLTjCLRMZv0f9pIlS/Diiy+2+Hl5eXkYO3YsSkpKMHv2bMTGxkKtViM1NRUXLly+MAwGAyZMmICEhATMmDEDo0ePxunTp7FixQocOXIEe/bsaZXv40b5uNiLdu7rsaa2zz77DE5OToiJiUF6erq5ffz48Xjttddw+PBhDBs2zNweERHR6DW8vLwAAGVlZY2OzZo1C9XV1di9ezduueWWZtV07tw5AMDrr7+O119/vck+TdVBRERERNRR5VfWYc66Y+bFwuxkErxxd1/cMyhY5MpsR7sFaEEQEBYWhvDw8Bt67v79+2/43I888giqq6uRlJSEsLCwq/b74osvkJCQgIULF2LlypXm9oiICDzxxBNYv369xShpe7vRKdK2LC8vD7t27YLBYEBsbGyTfVavXm0RoK/1JkZTW1/df//9WLt2LV5++WXExcXBxeX6G7wbjaZN4RcuXIgpU6agpqYGp06dQt++feHs7AwAcHR0vO7rEBERERF1BGfyqjBn3TEUX5pZ6uZoh09mDMJNEV4iV2Zb2vUe6NmzZ9/QCDKAqy4MdT2HDh3Cb7/9hnfeeQdhYWEwGAyoq6szh6ArrV+/HgCwaNEii/b58+fjueeeEz1Ad0Zr166FwWDA+++/j8DAwEbHP/74Y2zcuBHvvfdes4JvUx588EGMHz8eDzzwAG699Vbs3LkT7u7u13xOVFSU+fEtt9yCyspKSCQSxMfHX/e5REREREQdye6zRXjsmxOoqzcAAMK8lFg7awi6+zTOTF1dp19E7H//+x8AIDIyEtOmTcOWLVtQX1+PgIAALFiwAP/5z38gk8kgCAKOHz+OwMDARqPUDg4OGDhwII4dOwZBEK66cvO1pvTm5OQgKCgIlZWVrfa9dXSCIGD16tUIDQ3FI4880mQftVqNX3/9FWvXrsXMmTNhNBqh1+sb/TlWV1cDADQajflYw33rNTU1GDduHDZs2IBZs2YhPj4emzdvNk/7BkwLmRmNRvNzw8PDERsbizVr1uChhx4yh3uVSmWuvaysrNEK4URX03DtNHwmaileQ2QNXj9kLV5DndfXx/OxfE8WGuZx9g92wbt3x8DDrvHv3Naw9WvIaDQ2a9C23QJ0SUkJlEpluz+/4V7Wv/3tbwgPD8fq1ashkUjw0Ucf4YUXXsDFixfx6aefory8HGq1+qrTiIODg3HgwAFUVFTA09Pzhr4HjUaDhISEG3puZ3TixAlcvHgRd91111X/XBwdHWFvb48PP/wQ4eHh5oD81/5FRUUAgOzsbPOx8+fPAzBtR2UwGODg4ID//Oc/eP3113HzzTdj6dKl8PDwAABUVlY2+vv5+9//jhdeeAGjR4/GzTffjNDQUGzbtg1FRUU4cuQIbr755kaLmRFdT2JiotglUAfHa4isweuHrMVrqPMwCsBPF6TYW3A5NA70MuLBoAqcOvZ7m53XVq8hjUbTrLzZbgH6ytG+9nx+wzscSqUS+/fvh729abGr+++/H7169cLq1auxaNEi8x9Ww/G/cnBwAGAa1bxagM7MzLxqHRERETAajYiPj7+h76MzWrduHQDg0UcfxaBBg67a74477sCWLVvg7e0NBwcHuLu7N/pzvHjxIgDTyHHDsby8PABA//79MXKk6f7x+Ph4DBkyBPfffz+WLVuGrVu3IigoCO7u7qiurrZ43fj4eNxyyy1477338Msvv2DPnj1QKpUIDg7GPffcg5kzZ6Jnz56t9udBnZtKpUJiYiIGDhx4w7cjUNfGa4isweuHrMVrqHPR6Y144X9p2FtQam6bOzwY/xoVetXZttay9WuoIe9dT6efwt2w0NODDz5oEY4VCgUeeughvPzyy9i7dy/uu+8+AKb9gptSV1cHAFaNokulUt4/e4Uff/yxxf0agvJfubu7N1pAbMGCBViwYEGjvnfccYd5yneDgwcPXvV1P/vsM/OoN++BJmu5uLjwGiKr8Boia/D6IWvxGur4qmrrsXDjcRzJKgcASCXAsrv64MG40HY5v61eQ81dc6vd9oHWarX497//jZiYGERERODOO+/Epk2b2vy8ISEhAICAgIBGxxraysvL4enpCaVSidzc3CZfJy8vD05OTuYpv0RERERERB1JfmUd7vvkd3N4drST4bNHBrdbeO4M2i1AP/300/juu+8wZ84cPPHEEwgICMCcOXNwzz33QK/Xt9l5b7rpJgCmRbz+qmE008/PDxKJBIMHD0Z+fr7F3tCAaT58YmIiBg8e3GZTGoiIiIiIiNrKuYJqTP3oEFKLagAAXk4KfDPvJoyL8RO5so6l3QL0pk2b8NVXX+GZZ57BY489ho8//hjp6enIzs7GG2+80WbnvfPOO+Hu7o7169ejqqrK3K5SqfDFF1/Azs4Ot912GwBgxowZAIC3337b4jU+/fRTqNVq83EiIiIiIqKO4vf0Ukz7+DCKqk23q4Z7KfHDP4ejf4i7uIV1QO12D7RGo4Gfn+W7G35+fnj33Xcxe/ZsPP/8821yXjc3N7z//vuYOXMmhg4dirlz50IikWDNmjXIz8/Hq6++ap7mPXv2bKxfvx6rVq1CVVUVRo8ejVOnTuHDDz/EqFGjMGvWrDapkYiIiIiIqC1sTcrD05tOot5gWi+oX4g71s4cDC/nphdPpmtrtxHo+Ph4rF69ulF7cHCweQuitvLII49g+/bt8Pf3x9KlS/Hiiy/C1dUV33zzDf773/+a+8lkMmzfvh3PPPMM9u3bh3/+85/YsmULnnrqKWzfvh0ymaxN6yQiIiIiImoNgiDg//Zl4PFvk8zheVxPX3zz9ziGZyu02wj0G2+8geHDh6OsrAxPPPEEevbsCZ1Oh/fff/+qey+3pjvuuAN33HHHdfs5OzvjrbfewltvvdXmNREREREREbU2g1HA0m3JWH/48tpOD8aF4uUpsZDL2m0MtVNqtwAdExODhIQEzJs3D71794ZcLofRaISXlxe2bt3aXmUQERERERF1Wpp6A57cmIQdZwrNbU/fFoV/je3BBZFbQbvuA923b1/88ccfSE1NxZkzZ+Di4oK4uDi4urq2ZxlERERERESdjkpTj3nr/8ThzDIAgFwqwRv39MW9g4JFrqzzaNcA3SAqKgpRUVFinJqIiIiIiKjTKVFpMevzo0jOrwZg2uP5/x4eiDHRviJX1rmIEqCJiIiIiIiodVwsq8WMtUdwoawWAOCutMPns4ZgQKiHyJV1Pu12B3mvXr3w0UcfifZ8IiIiIiKizuZcQTXu+fh3c3gOcHPA9/8YxvDcRtptBPr8+fMoLS0V7flERERERESdyZHMMsxdfxwqjR4A0MPXGevnDEWgu6PIlXVe7TqFe9++fTf8XK4YR0REREREZPJLciEe/eYEdHojAKB/iDs+nzUEHk4KkSvr3No9QFsToomIiIiIiLq6747lYPHmUzAKpq/jo3zwfw8PhFLBJa7aWrv9Ce/du9fq1wgPD7e+ECIiIiIiog5IEAR8nJCJN3eeN7fd1T8Qy+/rBztZuy1v1aW1W4COj49vr1MRERERERF1KkajgFe3n8Oag1nmtjkjuuH5iTGQSnm7a3vhGD8REREREZEN0xuMePaHU9icmGdue/b2aPwzvjvXimpnDNBEREREREQ2SlNvwGPfnMAvZ4sAAFIJ8NrUPpg+NFTkyromBmgiIiIiIiIbpNbqMW/DcRxKLwMAKGRSrHxgAG7v7S9yZV0XAzQREREREZGNqaqtx6x1R3HiYiUAwNFOhs8eGYyRkd7iFtbFMUATERERERHZkBKVFjPWHMH5QhUAwNVBjs9nD8WgMA+RKyMGaCIiIiIiIhuRW1GLGWuOIqtUDQDwdlZg/Zw49Ap0FbkyAhigiYiIiIiIbEJGSQ1mrD6C/CoNACDQzQFfzo1DhI+zyJVRA5sI0DU1NUhLS0NNTQ1GjRoldjlERERERETtKjm/Co+sOYoytQ4AEOHthA1z4xDk7ihyZXQlqZgnz83Nxd133w0PDw8MHjwYY8eONR87ePAgevXqhX379olXIBERERERURv780I5pn/6hzk8xwS4YuP8YQzPNki0AF1QUIC4uDj89NNPmDx5MoYNGwZBEMzH4+LiUFxcjI0bN4pVIhERERERUZs6kFaCh1cfhUqjBwAMCvPAt/Nugo+LvciVUVNEC9BLly5FcXEx9uzZg82bN+PWW2+1OG5nZ4dRo0bh0KFDIlVIRERERETUdnaeKcDf1h1HXb0BADAq0hsb/jYUbo52IldGVyNagN6+fTumTJmCMWPGXLVPaGgo8vPz268oIiIiIiKidvD9n7lY8FUidAYjAGB8rB9WzxwMpcImlqmiqxDtb6eoqAiRkZHX7GNnZwe1Wt1OFREREREREbW9DYez8cLWZPPX9wwMxpv39IFcJuoSVdQMogVoT09P5ObmXrNPamoq/P3926kiIiIiIiKitrX6QCaW/e+c+etZw8Px4qRekEolIlZFzSXaWxwjRozATz/9hOLi4iaPp6WlYefOnRYrcxMREREREXVUH/yWZhGeF4zpjiWTGZ47EtEC9DPPPIO6ujrEx8dj586dqK2tBQCo1Wrs2LEDkydPhlQqxaJFi8QqkYiIiIiIyGqCIGDFrhSs+CXV3Lbo1ig8e3tPSCQMzx2JaFO44+Li8Omnn+If//gHJk6caG53dXU1FSaXY+3atYiNjRWrRCIiIiIiIqsIgoBX/3cOqw9mmdv+O6En5o3uLmJVdKNEXeJt9uzZGDlyJD766CP88ccfKCsrg5ubG2666SY8+uijiI6OFrM8IiIiIiKiG2Y0CljyUzI2/HHB3LZ0SixmDg8XryiyiuhrpEdGRuLdd98VuwwiIiIiIqJWYzAKWPzDKWz607RwskQCvHF3H9w/JFTkysgaogdoIiIiIiKizkRvMGLRppPYmpQPAJBKgLen9cPUAcEiV0bWarcAPWfOnBt6nkQiwZo1a1q5GiIiIiIiotan0xvx2DcnsDO5EAAgl0qw8oEBmNAnQOTKqDW0W4Bet27dDT2PAZqIiIiIiDoCTb0BC75KxG/nTVv1KmRSfPTQQNzSy0/kyqi1tFuAzsrKun4nIiIiIiKiDqhWp8e89X/iYHopAMDBTopPZwzG6CgfkSuj1tRuATosLKy9TkVERERERNRuarR6zPn8GI5mlwMAlAoZ1s4agpsivESujFobFxEjIiIiIiK6QVV19Zi59iiScioBAC72cqybMxSDwjzELYzahFTsAsSgVqvRrVs3SCQSzJ07t9Hx2tpaLF68GOHh4bC3t0d4eDgWL16M2tpaEaolIiIiIiJbVK7W4cHP/jCHZ3elHb7++00Mz52YaCPQERER1+0jlUrh5uaGnj174t5778XUqVNb5dzPP/88SktLmzxmMBgwYcIEJCQkYMaMGRg9ejROnz6NFStW4MiRI9izZw9kMlmr1EFERERERB1TiUqLh1cfQUqRCgDg7azAhr/FISbAVeTKqC2JFqCNRiP0ej3y8017o8nlcnh5eaGsrAx6vR4AEBgYiOLiYpw4cQLffvstJk2ahM2bN1sVYI8dO4ZVq1Zh+fLleOqppxod/+KLL5CQkICFCxdi5cqV5vaIiAg88cQTWL9+PWbPnn3D5yciIiIioo6toKoOD312BJmlagCAn6s9vpp7E3r4OotcGbU10aZwnzp1CkFBQRg1ahQOHjwIjUaDgoICaDQaHDhwAKNGjUJwcDDy8vKQkpKC22+/HT///LNFqG2p+vp6zJ07FxMnTrzqaPb69esBAIsWLbJonz9/PpycnMzHiYiIiIio68kpr8W0Tw6bw3OQuyO+mz+M4bmLEG0E+rnnnkNVVRUOHToEufxyGVKpFCNGjMDu3bvRt29fPPfcc1i5ciU2bdqEnj174quvvsKTTz55Q+d86623kJmZiZ9//hkGg6HRcUEQcPz4cQQGBjZaNdzBwQEDBw7EsWPHIAgCJBJJo+dfa1p6Tk4OgoKCUFlZeUO1k7hUKpXFZ6KW4jVE1uI1RNbg9UPW4jVkcqG8DvO/PYPCah0AIMTdAZ880Atusnr+nn8dtn4NGY1GSKXXH18WLUD/+OOPePDBBy3C85UUCgUmT56Mb775BitXroRSqcS4cePw/fff39D5UlJS8Morr+CNN95ASEgIsrOzG/UpLy+HWq1GbGxsk68RHByMAwcOoKKiAp6eni2uQaPRICEhocXPI9uRmJgodgnUwfEaImvxGiJr8Poha3Xla6iwFvjwrAzV9aaBND9HAX/vXoO0pCNIE7m2jsRWryGNRgOlUnndfqIF6LKyMuh0umv2qa+vR1lZmflrf3//JkeOr0cQBPz9739HbGwsFi5ceNV+Dats29vbN3ncwcHB3K+pAJ2ZmXnV146IiIDRaER8fHxLSicboVKpkJiYiIEDB8LFxUXscqgD4jVE1uI1RNbg9UPW6urXUEqRGi9tTEZ1fT0AINJHiU+mx8LTSSFyZR2HrV9DDVnvekRdhfuHH37AK6+80uQfYHV1NX744Qd069bN3FZQUABvb+8Wn+uTTz7B77//jiNHjlxzAbKGdxy0Wm2Tx+vq6iz6tZRUKoW7u/sNPZdsg4uLC/8OySq8hshavIbIGrx+yFpd8Ro6lVuJed8mo6rOFJ77BLlh/Zyh8GB4viG2eg01Z/o2IOIiYvPmzUNeXh7i4uLw1VdfITs7G3V1dcjOzsaXX36JuLg45OfnY/78+QBMo8j79u1D//79W3SeqqoqLF68GNOmTYOXlxeys7ORnZ2N3NxcAEBNTQ2ys7NRWVkJT09PKJVK87G/ysvLg5OTEzw8uK8bEREREVFn9+eFCjz02RFzeB4Q6o4v58YxPHdhoo1AP/7440hJScHHH3+MRx55pNFxQRAwb948PP744wCA4uJiPPDAA7j11ltbdJ6KigpUVVXhm2++wTfffNPo+MaNG7Fx40Y899xzWLZsGQYPHoz9+/fjwoULFguJaTQaJCYmYvDgwU0uIEZERERERJ3HH5llmLPuGGp1pltIh3bzxNpZQ+BsL1qEIhsg6t/+Rx99hAcffBDr1q1DUlISqqqq4OrqigEDBuCRRx7B6NGjzX39/Pzw+uuvt/gcvr6++PHHHxu1FxcXY/78+bjlllvwr3/9C9HR0QCAGTNmYP/+/Xj77bcttsz69NNPoVarMWPGjBv4TomIiIiIqKM4mFaKueuPQVNvBACM7OGNzx4ZDEfF1W8Hpa5B9LdPRo4ciZEjR7bZ6yuVStx1112N2htW4Q4LC7M4Pnv2bKxfvx6rVq1CVVUVRo8ejVOnTuHDDz/EqFGjMGvWrDarlYiIiIiIxPXb+SL848tE6PSm8Dw22gf/9/AgONgxPJOI90DbKplMhu3bt+OZZ57Bvn378M9//hNbtmzBU089he3bt19zETIiIiIiIuq4dp4pxPwNf5rD8229/PDxDIZnukz0EWixhIeHQxCEJo85OzvjrbfewltvvdXOVRERERERkRh+OpmPJzcmwWA0ZYRJfQPw7v39YSfjmCNdJurVsHfvXkycOBG+vr6ws7ODTCZr9CGXd9mMT0RERERE7eD7P3PxxLcnzOH57oFBeH/6AIZnakS0dLpt2zZMnToVRqMRoaGhiI6OZlgmIiIiIqJ29fWRi/jvj6fNX08fEoLXpvaBVMqdd6gx0RLr0qVLoVAosGXLFtx2221ilUFERERERF3U54eysHTbWfPXM4eFYcnkWIZnuirRAnRycjKmT5/O8ExERERERO3uk4QMvL7jvPnreaMj8J87ekIiYXimqxMtQDs7O8PT01Os0xMRERERURckCAJW/pqOd/ekmtsW3twDT90axfBM1yVagB43bhwOHz4s1umJiIiIiKiLEQQBr20/h88OZJnbFt0ahYXjIkWsijoS0ZaVe/PNN5GRkYFly5ZddTspIiIiIiKi1mAwCvjvj6ctwvNzE2IYnqlFRF1ELDY2FkuWLMHnn3+O/v37w83NrVE/iUSCNWvWiFAhERERERF1BvUGI5767iS2ncwHAEgkwKt39cGDcaEiV0YdjWgBet26debHWVlZyMrKarIfAzQREREREd0oTb0BC75KxG/niwEAMqkE70zrhzv7B4lcGXVEogXoqwVmIiIiIiKi1lCj1WPuF8fwR2Y5AEAhl+KjBwfill5+IldGHZVoATosLEysUxMRERERUSdXodZh1udHcTK3CgDgpJDhs5mDMby7t8iVUUcmWoAmIiIiIiJqC8XVGsxYcxQpRSoAgJujHdbNHoIBoR4iV0YdnegBOj8/H7/99hvy8vKg1WobHZdIJHjhhRdEqIyIiIiIiDqanPJaPLzmCC6U1QIAvJ3t8eXcoejp7ypyZdQZiBqgn3/+eSxfvhx6vd7cJgiCeQPzhscM0EREREREdD3nCqoxc+1RFKtMA3NB7o74am4cwr2dRK6MOgvR9oHesGEDXnvtNYwYMQKbNm2CIAiYOXMmvv76a/z973+HVCrF9OnT8dtvv4lVIhERERERdRBHMssw7ZPD5vAc4eOETf8YxvBMrUq0EehPPvkEgYGB2LVrF+zs7AAA4eHhmD59OqZPn46pU6di4sSJeOCBB8QqkYiIiIiIOoBdyYVY+M0J6PRGAEC/EHesnTkYXs72IldGnY1oI9CnT5/GxIkTzeEZAAwGg/nx+PHjMX78eCxfvlyM8oiIiIiIqAP4+shF/PPLP83heXSUD76eG8fwTG1CtABdX18Pb+/LS8g7OjqiqqrKok/v3r1x8uTJ9i6NiIiIiIhsnCAIWPlrGv7742kYBVPb1AFBWDNzMJzsRV8rmTop0a6sgIAAFBQUmL8ODQ3FqVOnLPrk5eVBLufFT0RERERElxmMApZuS8b6wxfMbX8f1Q3/uSMGUqlExMqosxNtBHrAgAE4ffq0+eubb74ZBw4cwIYNG6BWq/Hzzz/jhx9+wIABA8QqkYiIiIiIbIxWb8Bj35ywCM//ndATz03sxfBMbU60AD1p0iQkJycjKysLALB48WK4ublh1qxZcHV1xZ133glBELBs2TKxSiQiIiIiIhtSodZhxuqj+N9p00xWuVSCd6b1w7zR3UWujLoK0eZHz5o1C7NmzTJ/HRISgmPHjuHtt99GRkYGwsPDsWDBAvTp00esEomIiIiIyEZcKFNj9ufHkFmqBgA42snw0cMDMTbaV+TKqCuxqRuMu3Xrhg8++EDsMoiIiIiIyIYkXqzA3C+Oo1ytAwB4O9tj7azB6BvsLm5h1OXYVIAmIiIiIiK60o7TBXhiYxK0l7ap6uHrjM9nDUGIp1LkyqgrYoAmIiIiIiKbIwgC1hzMwqvbz0G4tE3VsAgvfDxjENwc7cQtjrosBmgiIiIiIrIpeoMRL/981mKl7bsHBOGNe/pCIRdtHWQiBmgiIiIiIrId1Zp6PP7NCexNKTG3PT4uEk/cEgmJhNtUkbgYoImIiIiIyCZkl6oxd/1xpBfXADBtU/XGPX1x76BgkSsjMmGAJiIiIiIi0f2eXop/fpWIqrp6AIC70g4fPTgQw3t4i1wZ0WWi3UCwfv16nDp16pp9zpw5g/Xr17dTRUREREREJIYNh7MxY+1Rc3ju4euMrf8awfBMNke0EehZs2bhpZdeQt++fa/aZ+vWrXjxxRfxyCOPtGNlRF2P0Sggr7IOacUqpBbVILOkBuXqelTVmfZadFTI4eNsj0g/ZwwM9cDAUHfIZVzAg4iIiKxTbzBi6bZkfPnHRXPb2GgfvP/AALg6cKVtsj02PYXbYDBwoQCiVlai0iKlUIXzhdVIKVQhtUiFtOIa1OoMzX4NFwc5bu3lhweHhmJQmAf/nRIREVGLlat1+NdXiTicWWZumzc6Av++vSdkUv5uQbbJpgN0WloaPDw8xC6DqMMRBAFF1VpklaqRVapGapEpKKcUqlCm1ln9+iqNHpsT87A5MQ+9Alzx2LhI3NbLD1L+Z0dERETNcDKnEgu+SkReZR0AQCGT4rW7+3CxMLJ57Rqg58yZY/H1li1bkJ2d3aifwWBATk4O9u/fj4kTJ7ZTdUS2TxAEVGv0KKvRokytu+Kz6XFJjRbZpbXILlM3e0RZIgFCPJSI8nNGpJ+L6bOvC3xd7eHmaAcJJKjV6ZFbUYezBdU4kFaKfSnFUGn0AICzBdX4x5d/oqe/C/59R0+MjfZtyz8CIiIi6uC+PXoRL25Nhs5gBAB4O9vjkxmDMCiMA2dk+9o1QK9bt878WCKRICkpCUlJSU32lUgkiIuLw7vvvts+xRGJxGAUUKbWokR1+aO0RofSGi3K1abPZTU6lKlNX9cbhBs+l7ezAtH+Loj2c0VPfxdE+7sg0s8ZSsW1fxQo5Aq4KxXoHeSGaYNDoKk3YMeZAqw9mI3TeVUAgPOFKsz+/Bjio3zw/MQYRPq53HCdRERE1Plo6g1YsjUZG4/nmNsGhXngo4cGws/VQcTKiJqvXQN0VlYWANMoWkREBJ544gk8/vjjjfrJZDJ4eHjAycnJ6nOmpqbiq6++wu7du5Geno7a2lp069YNkyZNwrPPPttoinhtbS1efvllfPvttygoKEBAQACmT5+OF198EUql0up6qOvR1BuQW1GLnPI65FTUIqe8FrkVpseFVRqUqXUQbjwTNyKTShDi4Yhu3k7o5u2Mbj5O6O7thCh/F3g727fKORzsZJg6IBh39Q/CvpQSvLcnFSdzTUE6IbUEB9NL8XBcKJ64JQoeTopWOScRERF1XLkVtVjwVSJOXfp9AQBmDgvDcxN7QSHnwqTUcbRrgA4LCzM/XrJkCcaOHWvR1hbWrl2LDz74AJMnT8b06dOhUCiwd+9evPHGG/j6669x9OhR+Pn5ATBNHZ8wYQISEhIwY8YMjB49GqdPn8aKFStw5MgR7NmzBzKZrE3rpY5LbzAiu6wWKYUqpBRWI+XSPccXymutDshyqQRezgp4Odlf+qyAl/MVj83t9ghwd4BdO62QLZFIMLanL8ZE++DnUwV4Y8d55FXWwWAU8MXhC/jxRB4evyUKM24K43+OREREXdTelGI8tTEJFbWmLaoc7KR4/e4+mDqA9ztTxyPaImJLlixpl/Pce++9WLx4Mdzd3c1t//jHPxAZGYlXX30VK1aswPLlywEAX3zxBRISErBw4UKsXLnS3L9htHz9+vWYPXt2u9RNtqthga6GVawbgnJacQ10emOzX0cqAfxcHeDrYg+fhg9n02dvZ3t4u9ibw7Gro9ymV7qWSCSY3C8Qt/byw+oDmfhoXwZqdQZUa/R45eez+OqPC3huYgxu7ulr098HERERtR6d3ojlu87jswNZ5rZQTyU+fngQegW6ilgZ0Y2z6VW4W8PgwYObbJ82bRpeffVVnD592ty2fv16AMCiRYss+s6fPx/PPfccA3QXVK2pR2qhCieyipCQKcX63NNIL61DVV19s57vYCdFlJ8LIrydEOyhRIinI0I8lAjxVMLfrf1GituLg50Mj94cifsGh2D5rhR8/2cuACCzVI2/fXEcI3t44/lJMejpz/80iYiIOrOLZbVY+O0JnMypNLfdEuOLt+/rDzcl93emjkvUAL13716sWLECx44dQ0VFBYzGxqN3EokEer2+1c+dl5cHAPD1Na0YLAgCjh8/jsDAwEbTyh0cHDBw4EAcO3YMgiBcdQQtIiLiqufLyclBUFAQKisrW+cboFZVbzAiq6wOaSVqpJfUmj8KqrVX9JICqG7y+VIJEOrhiB4+SkT6KBHp44QevkoEuTlcZR9DHdQq67eTslX2AJ6/NQx39/HC8j1ZOJFr+nM7mF6KCe8fwJ19/fD34cEIdOs6C4aoVCqLz0QtxWuIrMHrh6zVkmvol/OleHlHOmq0ph1B5FIJnhwbjgcHB0DQqVHZeX8Fomuw9Z9DRqMRUun1B7dEC9Dbtm3D1KlTYTQaERoaiujoaMjl7VOOwWDAsmXLAACzZs0CAJSXl0OtViM2NrbJ5wQHB+PAgQOoqKiAp6fnDZ1Xo9EgISHhhp5LrcMoABVaIL9WgoLahs8SFGsAo9C8qcVudgIClAIClUCAk4BApQA/R8BOqgKgAgwACoGsQiDrei/WBcwMBvorJdh6QYpyrQRGAfjxZBF+OlWIOF8BtwYZ4dk6a5t1CImJiWKXQB0cryGyBq8fsta1riGdAfjxghS/F10OId72AmZF6RFcm4b9+9Pao0Sycbb6c0ij0TRr0WjRAvTSpUuhUCiwZcsW3Hbbbe167scffxy///475s+fj5tvvhmAafVtALC3b/o3eQcHB3O/qwXozMzMq54zIiICRqMR8fHx1pROLVBZV4+04lqkl6iR1jCqXKpGra559yk728vQ3ds0ohziKoO+7CJuv6kvgny4R2FLjQHwD70RXx3Lx5rDuVDrDDAIEvxeJMHREhkmxvrgwcGBiPazfuV9W6VSqZCYmIiBAwfCxYVbfFHL8Roia/D6IWtd7xo6U6DC89vSkF1eZ267vZc3nh/fHc72nf6uUWoGW/851JD3rke0qzk5ORnTp09v9/D8/PPP48MPP8Tdd9+NDz74wNze8G6DVqtt8nl1dXUW/W6EVCq1WMyMWodWb0B6cQ1SClU4f+kjpbAaRdVN/13+lZ1Mgu4+zqb9kf1d0NPfBVF+LghydzRP16+srERCwkUE+Xjw79AKT93hiTnxUVhzMAufH8pGjVYPvVHA1tPF2Hq6GDdFeGL2iG4Y19MX8k52f3gDFxcXXkNkFV5DZA1eP2Stv15D9QYjPtybjlW/pcNgNG074mAnxdIpsZg2OISLh1IjtvpzqDnTtwERA7Szs/MNT4W+US+99BJeffVVTJ06Fd9++63FlHFPT08olUrk5uY2+dy8vDw4OTk12jea2o8gCMitqDMH5IawnFWqNv/Avp5gD0f0vBSUo/xc0NPfFd28nbjFUjtyVyqw6LZo/G1kN6w+kIUvDmdDpTGtc/BHZjn+yCyHt7M97uofiHsGBSMmgAuOERER2aKMkho8tTEJJ6/Y27lPkBvevb8fevja3ggjUWsQLUCPGzcOhw8fbrfzLV26FEuXLsU999zTKDwDpsXKBg8ejP379+PChQsWC4lpNBokJiZi8ODBfBetnVTV1pu2iSpS4VyBKTCnFtWgRtu8BeXcHO3Mo8mmz66I8nOGiwNXfbQV7koFnh4fjX+O6Y7Nibn4/PdsZJaoAQClNVqsPpiF1Qez0CvAFRP7BmB8rB//MyYiIrIBRqOADX9cwOs7zkFTb7o1TiaV4F9je2DhzT063S4jRFcSLUC/+eabGDp0KJYtW4bnnnuuTYPpyy+/jJdeegnTpk3DV199ddXFymbMmIH9+/fj7bffttgH+tNPP4VarcaMGTParMauSqs3IKNYjZSi6ksjyyqcL1ChsFrTrOfbySTo4Xs5KEf7uyDG3xV+rvZ8s6ODcLKXY8awcDwUF4aEtBJ8dywHv54rhs5g+g/5bEE1zhZUY/muFET4OOG2Xv64tZcf+gW7ddpp3kRERLbqQnkdXv32HI5ml5vbIryd8M79/dE/xF28wojaiaiLiMXGxmLJkiX4/PPP0b9/f7i5uTXqJ5FIsGbNmhs+z4cffoglS5YgJCQEEyZMwLfffmtx3NnZGXfddRcAYPbs2Vi/fj1WrVqFqqoqjB49GqdOncKHH36IUaNGmVfsppYTBAF5lXWN7lPOLFFD38zp10Hul6df9wxwRU9/F3TzduK7nJ2EVCrB2GhfjI32RYVah59P5eP7xDyL/SMzS9T4OCEDHydkwNVBjhE9vDE6ygejIr0R7HHj6xMQERHRtdUbjNidJ8EvR09AZ7j8u9vMYWFYfEcMHBUyEasjaj+iBeh169aZH2dlZSErq+kNf6wN0MeOHQNg2oe5qQAcFhZmDtAymQzbt2/Hyy+/jI0bN+Kbb75BQEAAnnrqKbz44ouQyfiDoTmq6uqR8pf7lFMLVVA1c/q1q4McPf1dLRf18neBK6dfdxkeTgrMGBaOGcPCkVNei13JhfgluQjHLpRDuPR/drVGjx1nCrHjTCEA07vfIyO9cVOEF+K6ecLLuQvtjUVERNSGzuRVYdHGU0gplgEw/Ucc6qnE63f3wYge3uIWR9TORAvQVwvMrW3dunUWYf16nJ2d8dZbb+Gtt95qu6I6CZ3eiMzSGpwvuDyinFKoQn5V86dfd/dxvjSq7GoeXQ5wc+D0azIL8VRi7qgIzB0VgdIaLX49V4T9qaU4mF6Kqrp6c7/MUjUyS9VYf/gCACDKz/lSmPZCXIQnvBmoiYiIWkSt1WPlr2lYfTDLvGCrVAL8bWQ3PHVrNEedqUsSLUBfuUgX2TZBEJBfpTGPKDfcp5xRUtOi6ddXjihz9Wu6Ed7O9rh/SCjuHxIKg1HA6bwqHEgtwYG0UiRerLC4HlOLapBaVGMO1JG+zoiL8DSHah8XBmoiIqKmCIKA7acLsex/Z1FwxcBIgFLA8vv6YWRMiIjVEYmLu5qThWpNPVILVTh3xYjy+UKVeZuh63Gxl6NnQMOCXq7mPZXdHDn9mlqXTCpB/xB39A9xx8JxkVBp6nH8QgX+yCzDH5nlOJNXZbG9WVpxDdKKa/DlHxcBABE+ThgS5onB4R4YHO6JcC8lZz4QEVGXl15cg5d+SsbB9FJzm0Imxd+HByNCl4neAdwRg7q2dgvQc+bMgUQiwWuvvQY/Pz/MmTOnWc+z9h5our7j2eX4v30ZOF+oQl5lXbOeI5eapl+bFvRyMU/DDuT0axKJi4OdeREyAKjR6nE8u/zS3tJlOP2XQJ1ZokZmiRobj+cAALydFRh8KVAPCfdEr0BXLlBHRERdhlqrx6rf0rHmYCbqr1gkbEy0D16aHAt3eT0SEjJFrJDINrRbgF63bh0kEgn+/e9/w8/Pr9n3JTNAtz2t3ohfzxdf9Xigm4PFiHLPABdEeDtz+jXZNGd7OcZE+2LMFYH6T/MIdRnO5FVZ/IJQWqPDzuRC7Ew2LUrmaCdD/xB3DLk0Qj0g1J37iBMRUadjMAr4/s8cvP1LKopVWnN7kLsjlkzuhVt7+UEikaCyslK8IolsSLsF6IZFw4KCgiy+JvFF+5um4jjby6+4R9kUmKP9XOCmZGigjs/ZXo74KB/ER/kAADT1BpzMqcTxCxU4ll2OPy9UWNyqUFdvwOHMMhzOLANgWjSlp78rBod7mKeOd/N24owLIiLqsPanluC17edwvlBlblPIpJgfH4EFY3pwkTCiJrRbgP7romFcRMx2eDvb49Dimzn9mroUBzsZ4iK8EBfhBQAwGgWkFqtwLLsCx7PLcTy7wuKWBqMAnC2oxtmCavPCZG6OduYw3T/UHf2D3eHhpBDl+yEiImqulEIVXtt+DgmpJRbtt/Xyw38mxKCbt5NIlRHZPi4iRgBM03SIujKpVIKe/q7o6e+KGTeZ3uDLq6zD8Uuj08eyK3C+sNq8DzVg2vM8IbXE4heQcC8l+oe4Y0CoaaQ6JsCVtzsQEZFNuFhWi/d/TcOPJ3Jx5UYqfYPd8NyEGPObykR0dTYToKurq1FVVQU3Nze4urqKXQ4REYLcHRHUPwh39jfdelKtqcepnCok5VTgxMVKJOVUokyts3hOdlktsstqsSUpHwCgkEsRE+CKaB8HyKok8C9SY6ALFygjIqL2k1dZhw9+S8Om47kWWz4GuTvi2dujMblvIKRSzkIkag5RA7Rer8fy5cuxZs0ai3uiu3Xrhrlz5+Lpp5+GXG4zGZ+IujhXBzuMjPTGyEhvAKZ9MnMr6nAipxJJFyuRlFOBM/nV0OmN5ufo9EaczKnEyRwAkOGbjCTYy08hJsAVfYLcTB/Bboj0dYacoZqIiFpRUbUGH+5Nx7dHc6AzXP6/yc3RDv+I747ZI8LhYMf7nIlaQrR0qtVqMX78eBw4cAASiQQhISEICAhAQUEBsrOz8dxzz2Hnzp345ZdfoFDwnkIisj0SiQQhnkqEeCoxpV8gAFNgPldQjaScSvNHVqna4nlavdF8rIH9pZHqvsFu6H0pWDNUExHRjcgpr8Wn+zPx3fEcaK94U9fFXo45I7vhb6O6wZU7SxDdENEC9DvvvIP9+/djwoQJeOeddxAVFWU+lpGRgUWLFmHbtm145513sHjxYrHKJCJqEYVcin4h7ugX4o6Zl9qqNfU4kpKPn38/Ca3SDykldc0K1Q52plAdG+iKXgFu6BVoWhmfq6ISEVFTUgpV+L996dh2qgCGK6ZqO9rJMHtEOOaNjoC7kgNTRNYQLUB//fXXiI2NxU8//QSp1HKEpXv37ti8eTP69++Pr776igGaiDo0Vwc7DAlzQ222gPj4aLi7u6Oqrh7J+VU4k1eFU7mmz9lltRbP09QbceJiJU5crDS3SSVAdx9n9Ap0Ra8AV8QGmoK1J1f/JiLqsv68UI6P9mbg1/PFFu1KhQwPxYVifnx3eDvbi1QdUeciWoDOyMjAwoULG4XnBlKpFHfccQdWrVrVzpUREbU9N0c7DO/ujeHdvc1tVXX1SM6rwulLH02FaqMApBXXIK24BlsvLVQGAP6uDqaR6kvBulegK0I8lFwUhoiok9LpjdhxpgBrD2Xj5BWzlwDAQ2mHWcO74ZFhYdxekaiViRagFQoF1Gr1Nfuo1WrY2fH+DCLqGtwc7TC8hzeG97gcqqs19ThfoEJyfhXO5pv2oU4tUqHeIFg8t7Bag8JqjcXog4u9HDGXwnRDsI70c4a9nFPAiYg6qhKVFl8fuYgvj1xAiUprcSzAzQFzR0XggaEhUCq4EC9RWxDtX1afPn3w/fffY+nSpfDyarznXGlpKb7//nv069dPhOqIiGyDq4MdhnbzxNBunuY2nd6I9OIanC2oxtn8alO4LqiGSqO3eK5Kq8fR7HIczS43t8mlEvTwdUa0v4tp3+sAF8T4u8LP1R4SCUeriYhskSAISLxYga/+uIifTxVYrKgNAD39XTBnZDfc1T8ICjkXnyRqS6IF6EcffRQPPPAAhg4diueffx5jxoyBv78/CgsLsW/fPixbtgwlJSVYuXKlWCUSEdkkhVxqHlXGIFNbw5ZayZdGqc/mV+NcQTXyKussnqs3CjhfqML5QhW24vIUcDdHO/T0dzHtWe3vgp7+Loj2d+EIBhGRiMpqtPjxRB6+PZaD9OIai2NSCXBbL3/MHhGOod08+SYoUTsR7Tej+++/H4mJiVi+fDnmzp3b6LggCHj22Wcxbdo0EaojIupYrtxS6/be/ub2CrUO5wqqrxitrkZGSQ30Rssp4FV19TiSVY4jWeVXvCYQ5qk0j1bHBLgg2t8VYZ68t5qIqK0YjQIOppdi47Ec/HK2sNEtO26Odpg+NAQzbgpDsIdSpCqJui5RhxbefPNN3HnnnVi7di2SkpJQVVUFNzc3DBgwAHPmzMGwYcPELI+IqMPzcFI0uq9apzcio6QGKYUqnCusxvkCFc4XVqOo2vJeOkEAsstqkV1Wi13JReZ2RzsZovxdEHNplLqnvyt6+rtwoRoiohskCAKS86vx08l8/JSUj8JqTaM+Q7t54v7BIZjQJ4DbGRKJSPS5ecOHD8fw4cPFLoOIqMtQyE37S8cEuOIuBJnbK9S6S9O7L4XqIhVSC1WoqzdYPL+u3oCTOZWNVn31cbFHlJ8zIn1dEOXnYnrs5wI3Ry4GSUTUlItltdialIetJ/MbTdEGAG9nBe4ZFIxpg0PQ3cdZhAqJ6K9ED9BERGQbPJwUGNbdC8O6X17Y0WAUcLG8FucLqi+H60IVLvxley3AtDJsiUqLQ+llFu1+rvaI8nO5FKydEXkpWLs6MFgTUddzoUyNXcmF2HGmECcuVjY6LpdKEB/lg/sGh2BcjC/sZFwUjMiWtGuAlslaPt3Ezs4Ovr6+GDZsGBYtWoShQ4e2QWVERNQUmVSCbt5O6ObthDv6BJjb1Vo9UotMi5E1hOu04hqUq3WNXqOoWouiai0OpJVatPu7OiDSz9litDrS1xkuDNZE1IkIgoBzBSrsSi7EruRCnC9UNdlvaDdP3Nk/EBN6B/CWGCIb1q4BWhCE63f6C51Oh9zcXGzatAlbtmzB7t27MXr06DaojoiImsvJXo4BoR4YEOph0V5ao0VqkQppRTWXPxerUFlb3+g1Gvau/muwDnRzQOSlUN3dxxndfU2fPfkLJRF1EFq9AcezK7D3fDF2nS1ETnldk/16+rvgrgFBmNwvEEHuju1cJRHdiHYN0Eaj8fqdmnhOcXExNm/ejMceewyvvPIKdu/e3QbVERGRtbyd7eHtbI/h3S8vWiYIAkpqtOZQnVpUg7QiFVKLVKj+y97VAJBfpUF+lQYJqSUW7R5KO0T4OKO7j5MpWF8K1yEejpBziiMRiSynvBb7UoqRkFqC3zPKUKszNNmvf4g7xsf6Y3ysHyJ4XzNRh2Pz90BLpVL4+/tjwYIFOHDgAHbs2CF2SURE1AISiQS+Lg7wdXHAiB5/CdYqLVIbRquLVebHqiaCdUVtPf68UIE/L1RYtNvJJAj3uhSqfS+H6wgfJ04HJ6I2U1VXj2NZ5TiYXor9qSXILFU32U8uleCmCC+Mj/XDrb384e/m0M6VElFrsvkAfaXIyEhs3LhR7DKIiKgVSCQS+Lo6wNfVASMjLYN1UbUW6cU1yCipQWZJDTJK1MgoqUFBVeOtXeoNAtKKa5BWXAMkWx7zdbE3h+n/b+/ug6Oq7v+Bv+8+P2SzWRKCkIRsQKxEKAqYUhIMap0WLMIMlLTVjnQE205FHqRa2xlDaW2DSlEIM5WRAadWR5sKToujYi1PRWXa2K/I+HNQEkiIQrLJbrLPT+f3xz7kGTbZzc1m837N3Lm759zcc2/74cRP7rnnlOQZYc01wppnxNQJBmhUfGpNRImLJcwfnLfhgwYbzrZ0YrC3E/OytKi8YSIqvzYRt83IQ46Br6AQZYoxlUBv27YN27ZtG+3LICKiESRJEq4z63CduXdiDQBOXxAN0WQ6vl1xoaHNBX+o/2tCV7p8uNLlw/vne88MrpCAAos+klBHk+qSPAOKc40osjC5JiKgxe7BRxftqL/YgdMN7Tjb4kB4kIRZqZAwb6oFlV+biMobJqJ0cjYUCkneCyYiWYypBJqIiMa3LK0KswvNmF1o7lUeCgtc6vD0S6y/aHXCNsDM4GEBNLV70NTu6TeJmVIhoSBHD2ueEdZcA6y50afXeUYUWvRcUoYoA3kDIXxyyYH6ix346KIdH12046vO/iNeepo5ORsLpk3AgmmR5f+4NB/R+MAEmoiIxjylQsLUXAOm5hpw+435veo6XH6cb3Ohsc2FCzYXGmxuNEa/d/n6v2sdW/v6Yrsbx/vUKSRgslmPqRMMKJoQ20c3iwF5WRpIEp86EaUztz+IT7/sxNmWTpy91ImzXzrw2VddCISuvlpMz4S5zDqBS00RjVNMoImIKKNZjBrMM2owr7j3kltCCLS7/Gi0udDQFkmqG2yRJLuxzQ3nAMl1WACX7B5csnvw/vn+benVShRN0KPI0p1Yx5LtIosBRi1/7RLJpedEhWdbHJGEucWB822uQd9djsnSqnBzUQ5umRrdiixMmIkIABNoIiIapyRJQm6WFrlZWswrntCrTgiBNmcsue5OqhttLjS1uwdcfgsAPIFQdCZx54D1uUYNCicYUJijx5QcHabk6DElR4+C6N5iUPMJNtEQCSFwpat7DfpzV2J7Jxye/mvQ96WQgOkTs6LJsgVzp1pwfX4WlHyHmYgGwASaiIioD0mSMNGkxUSTFrdaJ/Srd3gCaGp3R7aOyHDvpnYPmjrcaG73DDihGQDYXH7YXH78X5N9wHqdWtGdUJv10QRbh4IcPbKUAQQGPi3RuOBwB9Boc6HR5sIFW+QPWo1tLnx+xTnoH7X60igV+Np1Jtw0JRs3TclG6RQzZk42waDhfxITUWLYWxAREQ2RWa+GucCMWQXmfnXhcORp2MVogn0xmmQ3t3twsd2Ny13eQYePegNhnG914XzrwOvJAipMOHMaUyx6TDLpMMmsi+yztZiUrYtuWlgMGs4ATGOOLxjCVw4vLtk9aLF70dTujoz+iCbLdve1nyb3NNmsw4xJJszIz8KN15lw0xQzZkzK4kSARJQUJtBEREQppFB0L8NVVtL/6XUsSWixe9Fi90Q2hweXot8vdXjgCYQGPX+7O4B2dwCfoHPQY9RKCfkmHfKztbgumljnZ2sxyaTDRJMWuVka5GVpMcGoYTJBsgiGwmh3+XGlyxeJ81js273xz61O3zXfTR7IlB6J8g2TTLh+UhZm5GfBxFmxiWgEMIEmIiKSkValRHGuEcW5xgHrhRBweALxp3CxJLuxtROfNbXCLWlhcwUQGmxBWgCBkIhPdnYtOQY1co0a5GZpkZelQa4xkmDnZmmR16N8glEDk07N90IpTggBpy+IdpcfbU4frnT6omuve3Gl04fWHmXtLt+gaygnYopZB2te5N+NNTeyZrs1LzJJH4dfE5Gc2OMQERGlEUmSkGPQIMegwU1TuoeI2+12HDv2FSorb4Up2wyb04fLnT5c7vTicpc38tnR/flKp3fANbD7srsDsLsD+GLQYeM9rw3I1qmRY1AjR6+G2aBBjn6Q7wY1zHoNsvUqmLRq6NQKTpCWpoQQ8AXD6PQG0OUNossbhN3tR4fbj3ZXAHa3H+2u2Hc/OlwBtLv9sLv911z6KVH5Ji0KLD0m1TPrUGAxwJobmc1ep1ampB0iomQxgR7E66+/jqeeegpnzpyBRqNBRUUFnnzySXz9618f7UsjIqJxTqmQkJ+tQ362DrPR/z3sGH8wjCs9EuqvOr2wOf2wuXxoc/phc/pgc/nR1uWDyz/4sPEYISITqDk8AVwYxjVnaVXdm657b+pbplVBr1FCr1bG97roZ506Wq5WQqtSjMt3vWMJr8cfgjsQgscfhNsf6vE9FPkerXP6QmhzOPH5BQXesH0Kb0iKJsqRhLnTG0hZItyXStE9IV++SYuJJh0mm3XxRLkgR49JZi20KibIRDQ2MIEewL59+7B27VrMmjUL27dvh8/nQ21tLcrLy3Hy5EnMmTNntC+RiIjomjQqBQotBhRaDNc81uMPweby9UmwI0l2m9OHDncAdk8ADrc/svcEhvS+aigs4sl3KunUil5JtUalgEopQa1UQK1UQKPs/t7zc+S7BFX0s1IBKCQJkiRBQuxzZIkjKf5ZinxH5HvsiboQAqGwQFgAYSEQjn4OCTFgXSha5g+G4Q+FI/tgGIFQ5HsgKOALhRHoUR+I7r2BSGI8vOHQCqC1Pen/zTUqBXKNGlgMGliMauQYNJiY1Z0k52frInsTJ7QjoszDBLoPu92OzZs3o7CwEP/+97+RnZ0NAKiqqkJpaSkefvhhHDt2bJSvkoiIKLX0GiUKNYkl20BktvEubxB2jz8yDNwTGerr8ATiw8LtHj+6vEE4vUE4fUG4fEF0+SLfrzZR2lB4A2F4A2HYkdrEPNMpJMCkU8OkU8GkUyO7114Fs16NCUYNLNFEufuzGnq1ksPxiWjcYgLdx6FDh9DZ2YnNmzfHk2cAKCwsxOrVq7Fv3z40NjbCarWO3kUSERGNMoVCgtmghtmgRnHu0H8+GArD5QuhyxeA09edZDt9kXdwPdEhyL7oE9fIcOTIE1hvr7JQfDizJxBCIBSObiMzJFlOGqUCGpUCaqUU3Ueethuiw9oNmtgQd1WPz5FyQ3S4u0GjgkGrhBTw4v+d+Qi3ly9A4aRcGDRMgomIhoMJdB8ffvghAGDhwoX96hYuXIh9+/bh9OnTAybQ06ZNG/S8TU1NKCgogN1uT9Wlkoy6urp67YmGijFEycrUGMqSgCwdAJ0CgCa6JU8IgWBYIBCK7SNJdSAUjpd3lwmEhYBAZJi1EJH3vcPRMephERmCjdgwbCB6TKReoZCgiO3jQ72jnwepUyq6E2SVQupOlJWRvUohpTTB7erywWEADJIfAY8TjmtP0E7US6b2QSSfdI+hcDgMheLaSzsyge6jubkZQOSJc1+xstgxQ+X1ejn8e4yrr68f7UugMY4xRMliDMlPAhCb4iqRqa4EgFB0SzeMH0oWY4iSla4x5PV6YTBc+zUmJtB9uN1uAIBWq+1Xp9Ppeh3T1/nz5wc977Rp0xAOh1FZWZmCqyS5dXV1ob6+HnPnzoXJZBrty6ExiDFEyWIMUTIYP5QsxhAlK91jKJbrXQsT6D5if3Xw+Xz96jweT69jhkqhUCAnJ2fY10ajz2Qy8f9DSgpjiJLFGKJkMH4oWYwhSla6xlAiw7cBILGjxpGrDdO+dOlSr2OIiIiIiIho/GAC3UdZWRkA4NSpU/3qYmW33nqrrNdEREREREREo08SsSkkCQDQ0dGB4uJimM1mnD17Nr6UVXNzM0pLSzFnzhycOHFiyOfV6/UIBoMoKipK9SWTDMLhMLxeL3Q6XcLDO4h6YgxRshhDlAzGDyWLMUTJSvcYampqgkqlir+2O5j0u/JRZrFY8Mwzz6C5uRnl5eWora3FH//4RyxatAjhcBi7du0a1nm1Wi1UKr5yPlZdunQJNpstLf+x09jAGKJkMYYoGYwfShZjiJKV7jGkUqkGnEi6Lz6BHkRdXR2efvppnDlzBhqNBhUVFXjyyScxZ86c0b40GgWxNb6vNtM60dUwhihZjCFKBuOHksUYomRlSgzxkeggVq1ahVWrVo32ZRAREREREVGaSM/n50RERERERERphgk0ERERERERUQKYQBMRERERERElgAk0ERERERERUQKYQBMRERERERElgMtYERERERERESWAT6CJiIiIiIiIEsAEmoiIiIiIiCgBTKCJiIiIiIiIEsAEmoiIiIiIiCgBTKCJiIiIiIiIEsAEmoiIiIiIiCgBTKBpXHj99dexYMECGI1GWCwWLFu2DB9//HFCP/vSSy/hO9/5DoqKiqDX6zFhwgTMnz8fu3fvhtfrHfBnjh8/jjvuuAPZ2dkwmUy44447cPz48VTeEslMzhiyWq2QJGnA7ZNPPkn1rZEMkomfvvbs2ROPh+bm5gGPYR+UeeSMIfZBmSmZGNq6deugMbFly5YBf4b9UOaRM4bSuR9SjWrrRDLYt28f1q5di1mzZmH79u3w+Xyora1FeXk5Tp48iTlz5lz15+vr62E2m/Gzn/0M+fn58Hg8OHbsGB5++GEcOnQIR44cgULR/beot99+G9/97ndRUFCAJ554AjqdDnv37sWdd96Jf/zjH/j2t7890rdMKSZ3DAHAjTfeiF//+tf9zlVUVJTSe6ORl2z89NTc3IzHH38cWVlZcDqdAx7DPijzyB1DAPugTJOqGNq5cyfy8vJ6lZWWlvY7jv1Q5pE7hoA07ocEUQbr6OgQ2dnZorCwUDgcjnh5U1OTMJlM4rbbbhv2uX/6058KAOLYsWPxsmAwKEpKSoTRaBQXLlyIl3d2doqpU6eKkpISEQqFht0myU/uGBJCiOLiYlFZWTns81L6SHX8LFu2TMydO1fcd999AoBoamrqVc8+KPPIHUNCsA/KNKmIoerqagFANDQ0XPNY9kOZR+4YEiK9+yEO4aaMdujQIXR2dmLt2rXIzs6OlxcWFmL16tU4fvw4Ghsbh3XukpISAEBHR0e87MSJE2hoaMD3vvc9TJ06NV5uMpmwbt06NDQ04MSJE8O7GRoVcsdQT8FgEJ2dnRBCDOv8NPpSGT+vvvoqDh8+jOeffx5KpXLAY9gHZR65Y6gn9kGZIdW/x7q6uhAIBAatZz+UeeSOoZ7SsR9iAk0Z7cMPPwQALFy4sF9drOz06dMJncvhcKCtrQ3nz5/Hn//8Z2zfvh1msxnl5eVDai92DI0NcsdQz3YNBgPMZjPMZjOqqqrw+eefJ3EnNBpSFT8dHR3YsGED1q9fj/nz5yfVHvugsUXuGOrZLvugzJDK32Nz5sxBdnY2dDod5s+fj9dee21Y7bEfGlvkjqGe7aZjP8R3oCmjxSZHKSws7FcXKxtsEp6+li9fjmPHjsW/z58/H7W1tb3e40hle5Qe5I4hALjpppvwwAMPYObMmQiHwzh58iT+9Kc/4Z133sH777+PG2+8cbi3QzJLVfxs3rwZarUav/3tb2Vpj9KH3DEEsA/KNKmIoZycHKxduxbl5eXIzc3FuXPnsGvXLlRVVeH8+fP45S9/mdL2KL3IHUNAevdDTKApo7ndbgCAVqvtV6fT6Xodcy07duxAR0cHLl++jHfffRefffYZHA7HiLVH6UHuGAKAw4cP9/q+evVqLFmyBEuXLsXmzZvx5ptvDvU2aJSkIn7++c9/4sCBAzh48CBMJtOIt0fpRe4YAtgHZZpUxNDGjRv7la1btw633HILnnjiCdx3333xRIr9UOaRO4aA9O6HOISbMprBYAAA+Hy+fnUej6fXMdcyb948fOtb38K9996L/fv3Y+XKlViyZAlOnTo1Iu1RepA7hgazZMkSzJ8/H++++y78fv8Q7oBGU7Lx43a78eCDD2L58uVYsWLFiLdH6UfuGBoM+6Cxa6T6BZPJhE2bNiEQCODIkSMj3h6NHrljaDDp0g8xgaaMdrVhJZcuXep1zFDdf//9CIfD2Lt3ryzt0eiQO4auxmq1IhAIwG63D6s9kl+y8fPUU0+hubkZW7ZsQWNjY3yLLT/U3Nzca+IW9kGZR+4Yuhr2QWPTSPYLVqsVANDa2ipLezQ65I6hax0/2v0QE2jKaGVlZQAw4BO+WNmtt946rHPH/uLWcwblRNqLHUNjg9wxdDXnzp2DRqOBxWIZVnskv2Tjp7GxEX6/H4sWLUJJSUl8+9vf/gYA+OY3v4mSkhIEg8GE22MfNLbIHUNXwz5obBrJ32Pnzp0DAFx33XVDao/90Ngidwxd6/hR74dGeRktohHV3t4uTCbToOvWVVRUxMvsdrv49NNPRWtra7wsEAiItra2Ac+9efNmAUD84Q9/iJcFg0FRXFwsjEajuHjxYrw8tvZhcXGxCAaDqbxFGmFyx9CVK1cGXB/zL3/5iwAgli9fnoK7IrkkGz///e9/xcGDB/ttt99+uwAgXnjhBXHw4EERDoeFEOyDMpHcMcQ+KPOM1O+xK1euiIKCAqHT6URLS0u8nP1Q5pE7htK9H2ICTRnv+eefFwDErFmzxO7du8WOHTuE1WoVRqNR1NfXx4/bv3+/ACCqq6vjZR0dHUKr1Yqqqirxu9/9Trzwwgvi97//vSgvLxcAxC233CKcTmev9g4fPiyUSqUoLi4WO3bsELt37xazZ88WSqVSHD58WK7bphSSM4Z27twpSkpKxCOPPCJqa2vFrl27RFVVlZAkSUyaNEl88cUXct46pUAy8TOY+++/XwAQTU1N/erYB2UeOWOIfVBmSvb3mE6nE/fee6+oqakRe/fuFY8++qjIzc0VkiSJ2trafu2xH8o8csZQuvdDTKBpXPjrX/8qysrKhF6vF2azWdx9993if//7X69jBvoH7/P5xJYtW0RZWZnIy8sTKpVKZGdni2984xvi6aefFm63e8D23nvvPbF48WJhNBqF0WgUixcvFu+9995I3iKNMLli6OTJk+Kee+4RU6dOFXq9Xmi1WjFjxgyxYcMG8eWXX8pxqzQChhs/g7laAi0E+6BMJFcMsQ/KXMONIa/XKx544AExe/ZskZOTI1QqlZg4caJYtmzZVfsV9kOZR64YSvd+SBJCCBlGihMRERERERGNaZxEjIiIiIiIiCgBTKCJiIiIiIiIEsAEmoiIiIiIiCgBTKCJiIiIiIiIEsAEmoiIiIiIiCgBTKCJiIiIiIiIEsAEmoiIiIiIiCgBTKCJiIiIiIiIEsAEmoiIiIiIiCgBTKCJiIgyxIEDByBJEg4cODDal5KQNWvWQJKk+FZTUzOs89TV1fU6z+LFi1N7oURERFGq0b4AIiIi6k+SpCEdv3///hG6kpG3YcMG5OTkoKKiYlg/X1paiurqagDAb37zm1ReGhERUS+SEEKM9kUQERFRb1u3bu1X9uyzz8LhcMQTzp5WrFiBkpISfPnll5g8eTLMZrM8F5qENWvW4MUXX0RDQwOsVmtKzilJEiorK3H06NGUnI+IiKgnPoEmIiJKQwMl0AcOHIDD4cDGjRsHTTjHQuJMREQ0VvEdaCIiogwx2DvQVqsVVqsVTqcTmzZtQlFREfR6PW6++WYcOnQIABAIBLBt2zbMmDEDOp0O06dPx549ewZt6+2338bSpUuRl5cHrVaL6dOn4xe/+AXsdnvK7ufzzz/H2rVrMX36dOh0OlgsFsycORM/+clPYLPZUtYOERFRovgEmoiIaBwIBAK466670N7ejuXLl8Pv9+OVV17BypUr8c477+C5555DfX09lixZAq1Wi7q6Ojz00EPIy8tDVVVVr3Nt27YN1dXVyM3Nxd133438/Hx8/PHHeOaZZ/Dmm2/i1KlTST8Jb2lpQVlZGbq6urB06VKsWrUKXq8XDQ0NeOmll7B+/Xrk5uYm1QYREdFQMYEmIiIaB1paWjB37lwcPXoUWq0WAPCjH/0It912G1auXIkZM2bgk08+ib9bvWXLFtxwww2oqanplUD/61//QnV1NcrLy3H48OFeifKBAwfw4x//GNXV1Xj22WeTut66ujp0dHRg586d2LhxY686l8sFhYKD6IiISH787UNERDROPPfcc/HkGQAWLVqEkpISOBwObN++vdfEZFarFRUVFThz5gxCoVC8fNeuXQCAvXv39nvKvGbNGtx88814+eWXk77W2CzkBoOhX53RaIRer0+6DSIioqHiE2giIqJxICcnB9OmTetXPmXKFDQ0NGDevHkD1oVCIXz11VcoKCgAALz//vtQq9V47bXXBmzH7/ejtbUVNpstqSHW99xzD371q1/h5z//OY4cOYK77roL5eXlKC0tHfISX0RERKnCBJqIiGgcGOydZJVKNWh9rC4QCMTLbDYbgsHgNddbdjqdSSXQxcXFOH36NLZu3Yq33noLdXV1AICioiI8+uijeOihh4Z9biIiouHiEG4iIiJKmNlshsVigRDiqltxcXHSbc2cOROvvvoqbDYb/vOf/6CmpgbhcBjr16/H/v37U3A3REREQ8MEmoiIiBK2YMECdHR04OzZs7K1qVKpMG/ePDz22GN45ZVXAAAHDx6UrX0iIqIYJtBERESUsE2bNgEA1q1bh5aWln71LpcLH3zwQdLtnD59GpcvX+5XHivT6XRJt0FERDRUfAeaiIiIEnbnnXeipqYGjz/+OGbMmIGlS5eipKQETqcTFy5cwLFjx1BRUYG33norqXZefvll7NmzB5WVlbj++uthsVjwxRdf4O9//zu0Wi02bNiQojsiIiJKHBNoIiIiGpLHHnsM5eXl2LVrF06ePIk33ngDZrMZBQUFePDBB/HDH/4w6TZ+8IMfwOfz4dSpU6ivr4fH40FBQQG+//3v45FHHsGsWbNScCdERERDIwkhxGhfBBEREY0/a9aswYsvvoiGhgZYrdaUnFOSJFRWVuLo0aMpOR8REVFPfAeaiIiIRlVJSQkkSUJNTc2wfr6urg6SJHF9aCIiGnEcwk1ERESjYsWKFb2ePFdUVAzrPKWlpaiuro5/T9XTbCIior44hJuIiIiIiIgoARzCTURERERERJQAJtBERERERERECWACTURERERERJQAJtBERERERERECWACTURERERERJQAJtBERERERERECWACTURERERERJQAJtBERERERERECWACTURERERERJSA/w9u1plU2XXwvgAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# plot hip, knee, and ankle joint angles\n", "hfig, (hax1, hax2) = plt.subplots(2, 1, sharex = True, squeeze=True, figsize=(10, 5))\n", "hax1.plot(time, angj[:, 0], linewidth=2, label='Knee')\n", "hax1.legend(frameon=False, loc='upper left'), hax1.grid()\n", "hax2.plot(time, angj[:, 1], linewidth=2, label='Ankle')\n", "hax2.legend(frameon=False, loc='upper left'), hax2.grid()\n", "hax1.set_ylabel('Joint angle $[^o]$')\n", "hax2.set_ylabel('Joint angle $[^o]$')\n", "hax2.set_xlabel('Time [s]')\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Inverse dynamics calculations" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "ExecuteTime": { "end_time": "2020-05-13T00:53:34.564902Z", "start_time": "2020-05-13T00:53:34.516123Z" } }, "outputs": [], "source": [ "# inverse dynamics\n", "# invdyn2d(rcm, rd, rp, acm, alpha, mass, Icm, Fd, Md)\n", "from invdyn2d import invdyn2d\n", "\n", "# ankle\n", "Fa, Ma = invdyn2d(rcm[:,(4,5)], grf[:,(2,2)]*[1,0], kin[:,(4,5)],\n", " acm[:,(4,5)], aang[:, 2], mass[2], Icm[2],\n", " grf[:, (0, 1)], 0)\n", "# knee\n", "Fk, Mk = invdyn2d(rcm[:,(2,3)], kin[:,(4,5)], kin[:,(2,3)],\n", " acm[:,(2,3)], aang[:,1], mass[1], Icm[1],\n", " -Fa, -Ma)\n", "# hip\n", "Fh, Mh = invdyn2d(rcm[:,(0,1)], kin[:,(2,3)], kin[:,(0,1)],\n", " acm[:,(0,1)], aang[:,0], mass[0], Icm[0],\n", " -Fk, -Mk)\n", "\n", "# magnitude of the calculated hip, knee, and ankle resultant joint force\n", "Fam = np.sqrt(np.sum(np.abs(Fa)**2, axis=-1))\n", "Fkm = np.sqrt(np.sum(np.abs(Fk)**2, axis=-1))\n", "Fhm = np.sqrt(np.sum(np.abs(Fh)**2, axis=-1))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Load files with true joint forces and moments of force" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "ExecuteTime": { "end_time": "2020-05-13T00:53:59.194411Z", "start_time": "2020-05-13T00:53:58.983015Z" } }, "outputs": [], "source": [ "# load file with true joint forces and moments of force\n", "forces = np.loadtxt('./../data/all.fmg') # [Hip, knee, ankle]\n", "moments = np.loadtxt('./../data/all.mom') # [Hip, knee, ankle]\n", "#heel strike occurs at sample 3001\n", "forces = forces[3001-int(freq/40):-int(freq/20), :]\n", "moments = moments[3001-int(freq/40):-int(freq/20), :]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plot calculated variables and their true values\n", "\n", "Let's plot these data but because later we will need to plot similar plots, let's create a function for the plot to avoid repetition of code:" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "ExecuteTime": { "end_time": "2020-05-13T00:54:03.529045Z", "start_time": "2020-05-13T00:54:02.705017Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "def plotdata(time, Fh, Fk, Fa, Mh, Mk, Ma, forces, moments, stitle):\n", " # plot hip, knee, and ankle moments of force\n", " hfig, hax = plt.subplots(3, 2, sharex = True, squeeze=True, figsize=(11, 6))\n", " # forces\n", " hax[0, 0].plot(time, Fh, label='invdyn'), hax[0, 0].set_title('Hip')\n", " hax[1, 0].plot(time, Fk), hax[1, 0].set_title('Knee')\n", " hax[2, 0].plot(time, Fa), hax[2, 0].set_title('Ankle')\n", " hax[1, 0].set_ylabel('Joint force [N]')\n", " hax[2, 0].set_xlabel('Time [s]')\n", " # moments of force\n", " hax[0, 1].plot(time, Mh), hax[0, 1].set_title('Hip')\n", " hax[1, 1].plot(time, Mk), hax[1, 1].set_title('Knee')\n", " hax[2, 1].plot(time, Ma), hax[2, 1].set_title('Ankle')\n", " hax[1, 1].set_ylabel('Moment of Force [Nm]')\n", " hax[2, 1].set_xlabel('Time [s]')\n", " # true joint forces and moments of force\n", " hax[0, 0].plot(time, forces[:, 0], 'r--', label='True')\n", " hax[0, 0].legend(frameon=False) \n", " hax[1, 0].plot(time, forces[:, 1], 'r--') \n", " hax[2, 0].plot(time, forces[:, 2], 'r--')\n", " hax[0, 1].plot(time, moments[:, 0], 'r--') \n", " hax[1, 1].plot(time, moments[:, 1], 'r--') \n", " hax[2, 1].plot(time, moments[:, 2], 'r--')\n", " plt.suptitle(stitle, fontsize=16)\n", " for x in hax.flat:\n", " x.locator_params(nbins=5); x.grid()\n", " plt.show()\n", " \n", "plotdata(time, Fhm, Fkm, Fam, Mh, Mk, Ma, forces, moments, \n", " 'Inverse dynamics: estimated versus true values')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The results are very similar; only a small part of the moments of force is different because of some noise." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Contribution of each term to the joint force and moment of force \n", "\n", "Let's see what happens with the joint forces and moments of force when we neglect the contribution of some terms in the inverse dynamics analysis of these data. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Quasi-static analysis\n", "Consider the case where the segment acceleration is neglected:" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "ExecuteTime": { "end_time": "2020-05-13T00:56:26.912968Z", "start_time": "2020-05-13T00:56:26.151488Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# ankle\n", "Fast, Mast = invdyn2d(rcm[:,(4,5)], grf[:,(2,2)]*[1,0], kin[:,(4,5)],\n", " acm[:,(4,5)]*0, aang[:,2]*0, mass[2], Icm[2],\n", " grf[:,(0,1)], 0)\n", "# knee\n", "Fkst, Mkst = invdyn2d(rcm[:,(2,3)], kin[:,(4,5)], kin[:,(2,3)],\n", " acm[:,(2,3)]*0, aang[:,1]*0, mass[1], Icm[1],\n", " -Fast, -Mast)\n", "# hip\n", "Fhst, Mhst = invdyn2d(rcm[:,(0,1)], kin[:,(2,3)], kin[:,(0,1)],\n", " acm[:,(0,1)]*0, aang[:,0]*0, mass[0], Icm[0],\n", " -Fkst, -Mkst)\n", "\n", "# magnitude of the calculated hip, knee, and ankle resultant joint force\n", "Fastm = np.sqrt(np.sum(np.abs(Fast)**2, axis=-1))\n", "Fkstm = np.sqrt(np.sum(np.abs(Fkst)**2, axis=-1))\n", "Fhstm = np.sqrt(np.sum(np.abs(Fhst)**2, axis=-1))\n", "\n", "plotdata(time, Fhstm, Fkstm, Fastm, Mhst, Mkst, Mast, forces, moments, \n", " 'Inverse dynamics: quasis-static approach versus true values')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This is not a pure static analysis because part of the ground reaction forces still reflects the body accelerations (were the body completely static, the ground reaction force should be equal to the body weight in magnitude)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Neglecting the acceleration and mass (weight) of the segments\n", "\n", "Consider the case where besides the acceleration, the body-segment parameters are also neglected. \n", "This means that the joint loads are due only to the ground reaction forces (which implicitly include contributions due to the acceleration and the body-segment weights). " ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "ExecuteTime": { "end_time": "2020-05-13T00:57:59.300412Z", "start_time": "2020-05-13T00:57:58.559063Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# ankle\n", "Fagrf, Magrf = invdyn2d(rcm[:, (4,5)], grf[:,(2,2)]*[1,0], kin[:,(4,5)],\n", " acm[:,(4,5)]*0, aang[:,2]*0, 0, 0, grf[:,(0,1)], 0)\n", "# knee\n", "Fkgrf, Mkgrf = invdyn2d(rcm[:,(2,3)], kin[:,(4,5)], kin[:,(2,3)],\n", " acm[:,(2,3)]*0, aang[:,1]*0, 0, 0, -Fagrf, -Magrf)\n", "# hip\n", "Fhgrf, Mhgrf = invdyn2d(rcm[:,(0,1)], kin[:,(2,3)], kin[:,(0,1)],\n", " acm[:,(0,1)]*0, aang[:, 0]*0, 0, 0, -Fkgrf, -Mkgrf)\n", "\n", "# magnitude of the calculated hip, knee, and ankle resultant joint force\n", "Fagrfm = np.sqrt(np.sum(np.abs(Fagrf)**2, axis=-1))\n", "Fkgrfm = np.sqrt(np.sum(np.abs(Fkgrf)**2, axis=-1))\n", "Fhgrfm = np.sqrt(np.sum(np.abs(Fhgrf)**2, axis=-1))\n", "\n", "plotdata(time, Fhgrfm, Fkgrfm, Fagrfm, Mhgrf, Mkgrf, Magrf, forces, moments, \n", " 'Inverse dynamics: ground-reaction-force approach versus true values')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Neglecting all the accelerations and the weight of the segments means that the only external force that actuates on the system is the ground reaction force, which although is only actuating at the foot-ground interface it will be transmitted to the other segments through the joint forces. Because of that, the joint forces on the ankle, knee, and hip will simply be minus the ground reaction force. Note that the forces shown above for the three joints are the same and equal to: \n", "\n", "\\begin{equation}\n", "\\begin{array}{l}\n", "\\sqrt{GRF_x^2+GRF_y^2}\n", "\\label{}\n", "\\end{array}\n", "\\end{equation}\n", "\n", "These simplifications also mean that the moments of force could have been simply calculated as the cross product between the vector position of the the COP in relation to the joint and the GRF vector: \n", "\n", "\\begin{equation}\n", "\\begin{array}{l}\n", "\\mathbf{M_{a}} = -\\mathbf{cross}(\\mathbf{COP}-\\mathbf{r_{a}},\\,\\mathbf{GRF}) \\\\\n", "\\mathbf{M_{k}} = -\\mathbf{cross}(\\mathbf{COP}-\\mathbf{r_{k}},\\,\\mathbf{GRF}) \\\\\n", "\\mathbf{M_{h}} = -\\mathbf{cross}(\\mathbf{COP}-\\mathbf{r_{h}},\\,\\mathbf{GRF})\n", "\\label{}\n", "\\end{array}\n", "\\end{equation}\n", "\n", "Where $\\mathbf{r_{i}}\\;$ is the position vector of joint $i$.\n", "\n", "Let's calculate the variables in this way:" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "ExecuteTime": { "end_time": "2020-05-13T00:59:58.101196Z", "start_time": "2020-05-13T00:59:57.318406Z" } }, "outputs": [ { "data": { "image/png": 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du3eF69F3332nMz26VPVdEhIShPNjzpw5wm9OLpezpUuXCmmqfM1VPvSJxWI2cuRItd+1MpifO3cuA8BsbW01zr2EhASN8/zvv/9mHMcxW1tbjcD2xx9/ZAYGBkwmk7HExES9v3tdrpEGBgbM3Nyc/ffff8K82NhY5uPjIzysq1Ke9wYGBkwikbDdu3cL89LS0tjgwYMZANarVy+N9CjPJUNDQ/bDDz8I80tLS1lpaWmtj1N4eDj766+/NDJK7t+/z4KCghgAtmXLFo399txzzwmB3YULF9Tm3bt3TyPzW3mOSSQS9vbbbwvngEKhYO+//z4D+Izoyr9bXRISEphIJGJGRkYsOztbY/6DBw8Yx3FMJpMJ1xTl95VKpczIyIj98MMPasH8H3/8wczNzZlYLGbXrl1T257yHiIWi9mSJUtYaWmpkP6ioiIhs9rNzU3j+pGdnc02bdqk9nxU24D37bffFq7xubm5avMiIiLYxo0bdW6vMn3SoLzniMVi1rdvX7X7oPIY1jbgzcvLE4K12bNnqx3HW7dusS5dujAAbP369Xp9n9o+q2ZlZbEtW7aoXaMYYywzM1PY31OmTNHYXn0HvLU5N1etWsUAsKeeekoj/bGxseybb77RmgZdKOAlLU51Aa+xsbHahUvp+eefZwDY119/rTZ96tSpDICQM69q9+7dDAAbMGCA2vR58+YxAOydd97RmsY///yTAWBPPPGE2nTljdHHx0drzvL58+cZADZ69Git260sJSWFSaVSZm5urvU7y+VyFhAQwACwU6dO6bXNH3/8kQFgLi4urKSkRGP+yJEjtd6scnJymKmpKZNIJCwlJUVtXklJiZBze/PmTbV5yuM5YsQIjc9KTU0VcvUrB5n6fAfVkhzGKm5OgGZJOWMVOaQcx7GwsDCN+X369GEA2IEDB9Sm67rIKzMcnnzySb1ycjt06MAAaH3I0aVPnz7MxcVFI6e/Knfu3BEe0KKjozXmK2/yVQW8us7ho0ePChkDSUlJGvOVNQQ8PDzU9kldA16O49ilS5c01lP+VmfPnq02/eWXX2YA2Lhx4zTWKSwsFEpzahvwAmBfffWV1mVqe/2oyrFjxxgA9tprr6lN37t3LwPA7O3tWVpaml7bqm3AGxkZKZReaPv9KNNiamrKcnJyhOmqv0ttpZhr166tMjOttt9l0aJFDADr0aOH1nWHDRvGALBJkyapTVc+9Dk6OrK8vDyN9RISEoQME32vu76+vgyAWgaJKmXNn08//VSv7VVHn2tk5XslY/yDq/L3ppohqHreV/6tMcbYo0ePhFIl1SCasYpzadasWVrTWtvjVJWoqCgGaNb+uHjxonD9ioyM1GtbVV0TS0pKhFIsbb8JXQYNGqQzIF++fLnW76t8xlmzZo3Wba5bt44BEEovlaq6BzNW8Ryk63pVWW0D3qFDhzIAGhkXtVGTgFcqlaoVkKiqbcCrvGbpepYLDw9nHMcxLy8vfb4OY6x2z6rVcXNzYyYmJkImh1J9B7y1OTdnzpxZ5TWxph7XgJfa8LZiTz/9NFxdXTWmBwQEAODbNamaMGECAGD37t0a6yinKZdROnDgAADg1Vdf1ZkGQ0NDnDt3Tms7oZdffhkikeZp6ObmBgAIDQ3V2d5J1eHDh1FcXIyhQ4dq/c4ikQjPPvssAAjt8qrzzz//AACmT58OiUSiMf/NN9/Uup5MJsPYsWNRWlqKXbt2qc07dOgQ0tLS4O/vjy5dumhdX9u+tLW1FdoBVT5uAJCamoo1a9ZgwoQJGDx4MPr374/+/fsLY++Fh4dr/Sxra2s899xzGtN79OgBAOjZsyd69uypMV85TVtatFG29Xrvvfd0tndUpTz+NWnzdf78ecTHx2PcuHF6r3P06FEAfHtcZVsnVePHj6+2kx9d5/C///4LABg3bhwcHR015r/++uuQSqWIjY3F3bt39U5zdXr06AF/f3+N6bp+98p0vvHGGxrrGBkZYdq0aXVO0yuvvKJ1el2uH7m5udi0aRMmT56Mp556CgMGDED//v2xcOFCAJrnvPIcnDZtGmxsbOr0fapz9OhRMMbQv39/rb+fMWPGwNXVFfn5+Th79qzGfCsrK61tEnUdw7pSngO6elifM2eO2nKVjRkzBqamphrTDx8+jNLSUvTp0wcDBgyoNh2xsbEICwuDvb09Ro4cqXUZ5XR9r+NKtb1GGhoaaj0/u3fvjv79+4MxpnO/vPXWWxrT7O3tMXbsWAAV95jKdP1e6nKciouLsWvXLrz22msYOnSo8HuZPHkyAN2/l9GjR6Ndu3ZaP0+XadOmaVwTJRIJfHx8ANTs/K3pc0lJSQkOHz4MsViss71pdeeQrv2vvC8dP35ca/vt+qL8nP3792vt56GhDB48GM7OzvW6zequ8d27d4enpyeio6O19suiTW2eVZX+++8/vPPOOxg+fDiCgoKE60B2djYKCgo0+hKpT7U9N5Xnw2+//VZle3tSNRqWqBVr27at1un29vYAgLy8PLXpTzzxBBwdHXH37l1cvXpVeFDLysrCkSNHYGBgINyolesrO9KYMWNGlWkpKipCeno6HBwc1KZ36tRJ6/IuLi4YN24c9u3bB29vbwwaNAgDBw7EgAED0KdPHxgYqJ+6N27cAABcuHAB/fv317rNR48eAeA7TtJHZGRklWnUNR3gb/hbt27F1q1bhYcQANi6dSsA6LzYAVUft7t372oct3///RcvvPACsrOzdW5T181Z12fZ2dnpNb9yWrTJzc0V9nmfPn2qXR4A5s6di2PHjuG1117DV199haFDh6J///5Cxyn1RXlz6969u9b5RkZGaNeuHa5fv65zG7rOA+X507lzZ63zZTIZ3NzcEBUVhcjISHTs2LEmSdepJr/7rKwspKSkAKjdea4PW1tbreMy1+X6cfXqVTz77LNITEzUuU7lcz4iIgKA/udgXVR37EUiETp27Ij4+HhERkbi6aefVptf02t3XVWXXmXm3KNHj5CTkwNzc3O1+brOkZruc+V1vKioSOd1vKioCID+13GgbtdIV1dXyGQyrfM6deqEM2fOCPtPlUQigbe3t871AGhdT3V+ZbU9Tg8fPsRTTz1VZcZaff5e6vP8HTt2LN566y0cP34cqampwr3n9u3buH79Ouzs7DB48GBh+cjISBQVFcHQ0BDDhg3Tuk1lEKnrHNK1//v27YvevXsjNDQUbm5uGDJkCIKCghAcHAxfX1+9MnP18dZbb2Hr1q347LPPsG3bNjz99NMYMGAABg0aVO8Bqaq6Xuu1Uf6mP/74YyxbtkzrMsoOoxISErQWWFRW02dVgA82X3zxRfz+++9VbrshMzJqe25OnToVX375JbZs2YK///5b7Xzw8vJqsPS2NhTwtmLactwBCDmvlXMORSIRXnzxRaxZswa7d+8WLiK//vorSkpKMGzYMLUHV9WHB22lFJUph8XQJ40AsG3bNnTu3Bk//vgj/v33XyHX2s7ODgsWLMC8efOE76JMS1xcHOLi4mqcDm2UN2XlDbayysG7qqCgILRr1w5Xr17FjRs30K1bN6SlpeHQoUMwNDTESy+9pHPdmhy3rKwsjB8/HtnZ2XjllVfw5ptvokOHDjA3N4dIJMKxY8cwZMgQlJaWat2miYmJ1unKG3d18/XJfc7JyRHeW1hYVLs8AAwfPhyHDh3C0qVLceHCBdy5cwdr1qyBgYEBRo8ejW+++QYuLi56basqyl6LdT3QVjcP0H28lOeP8iFPGwcHB0RFRSE3N7e6pOqtJueP6oNnTc7z5ORkjQcKgC/5X7dunV7pqe31Qy6X44UXXkBiYiKGDRuG999/H126dIGlpSXEYjGioqLQrl07jXNeeR5aWlpW+1l1pe+xB6D12NfkGNbkWNQ2varnQG5urkbAqyu9Nd3nynMiJyen2nNC3+t4Xa+RtT2GNjY2Wmt+VLceUPtriq7jNGXKFNy9exe9e/fGkiVL0KNHD1hbW0MikaCsrEz4q6ouv5eaPntUxdLSEs888wwOHjyIffv2CTWrlCV548aNU8sAV55DJSUl1Z5DysyTmqT/77//xpIlS7Bjxw4cPHhQKAn38PDA4sWLq8zM1lePHj1w6tQpfPLJJ/jvv/+wceNGbNy4ERzHYciQIVi9enWDBKdVPY/VlvJ4XLlypdpl9f1N1/RZFQBWrFiB33//HY6Ojli5ciWCgoLg6OgIqVQKAOjfvz/Onj2r8zpQH2p7bjo7O+P8+fP46KOPcOjQIaEwBeAzpL7++mv07du3wdLdWlCVZqJGGYj98ssvwk1JeWOpHKSZmZkJ70tKSsD4NuE6X1V1za+NkZERFi9ejPj4eERERGDjxo0YMWIE0tPT8d577+Hrr7/WSMuiRYuqTYeubuQrU25T1zAgypIxXZQ3PuWFaffu3SgtLcXIkSNhbW2tVxqq8/fffyMzMxN9+/bFli1b0Lt3b1haWgoPFtUF/41BNWCsqoSlsmHDhuHs2bNITU3F77//jlmzZsHS0hL79u3DiBEj6uXGpLzBV1XiUNtgVHn+VHWeKGsdqO6j6jITqhpaqKZUf8M1Oc+Liopw9uxZjZcyN7+mn12T68fFixcRFRUFDw8PHDhwAEFBQbCxsYFYLAag+5xX7mPVYUMaSm2PfW3U57HQlV5lWmua3pruc2U6AgMDqz0fVIfpqUpdr5FVDQOl3F/a9kl6errO4VaqWq8qtTlOiYmJOHHiBExMTHD48GEMHToUDg4OQjOd5vB7qY7y2UO1CqtyaB5dzyUuLi7VnkO1qS5sZWWF1atXIzU1FVevXsWaNWswaNAgxMbGYurUqWpDKNXlWt6nTx/8888/yMzMxJEjR/D+++/D1dUV//77L4YMGdLox6W230V5PO7du1ftsdA1pJE2NXlWBYCdO3cC4IdXmjRpEjw8PIRgF6j5s1Jt9kddzs1OnTph//79yMrKwokTJ7B48WJ07NgRFy5cwFNPPaX39fBxRgEvUdO7d2+0bdsWcXFxOHPmDJKTk3Hy5EkYGxtrtPW0sLAQqtfcunWrQdPVsWNHzJgxA3/88Ycw5timTZuE+coqXjdv3qy3z2zfvj0Afrw0bZRVvnSZMmUKxGIxdu7cibKyMiHQro8cYCXlRa5v375aq1PpapfWmMzNzYVqSrrGiayKtbU1Ro0ahbVr1+LmzZuwsLDA1atX6zRGrJLyGOuqslxcXFzrNj3Kbd++fVvr/NzcXOEmq1wWqAjCdT1oR0VF1So92lhaWgqlRTU5z5VjjFZ+VR6ruCq1vX4oz3k/Pz+1BxYlXee8srpnTc7B2lZRrO7YKxQKYX+rHvvaqI9jUV16lcfHwcFBo3S3KjXd58rreERERI3G5qxKXa+RcXFxOjPElL8NbcewtLQU9+/fr/F6VanNcYqNjQXA30O1ZbTW5++loYwcORJmZmY4e/YsHj58KGR6ubu7IzAwUG3Zdu3aQSKRICkpqUGrp3Ichx49emD27Nn477//hL4DVJ9L6uNabmZmhqFDh2LFihW4c+cO2rZti4SEBPz99996p7M+1Pa7NMSzGVCzZ1Wg4jrQr18/jXnp6ek1aiIB1G5/1Me5KZVKMXDgQHzyySe4efMmAgMDkZeXp7U9M1FHAS/RoJqbumfPHsjlcowYMUKtREZJ2bGKsuOPxqBsU6Tafm/48OEwNDTE4cOH663TgaeeegoAsHnzZq2lidUN9u3s7IynnnoKycnJ+OqrrxAWFgZHR0eN9np1oexQSTVnXyk9PR2bN2+ut8+qC+UN6KuvvqrTdhwcHITOpapqv6mvIUOGAABOnDghPBiq2rNnj97VrCobOnQoAGDfvn1ITk7WmL9x40YUFxfDw8MDHTp0EKYr2+RcunRJY538/HyhZKO+KPfB999/rzGvuLgYP/30U71+nqraXD+qOudLS0t1bkt5Dv700096P2woP6um58BTTz0FjuNw5swZXL16VWP+gQMHEB8fD1NTU40H9qagPFfXr1+vdf7atWvVltPXsGHDIJFIcOHCBb2qrbdr1w5du3ZFRkYGtm3bVqPP0qWu18iSkhKty9y8eROnT58Wqplqo+0ekZqain379gGouMfoqzbHSfn9U1JStJZGrVy5Uuu2lL+X33//XWfg3liUQQxjDL/88ovwcD9+/HiNgM7ExARDhw6FQqEQ9kdj0PZcYmNjAwsLCxQWFmrN1Pvxxx9r9BkmJibo1q2bxudUpbbXsMqU96Vr165pVH9XKBT4+eefta6nvMavXbu23jvgqsmzalXXga+++gpyubxGn13VfTo+Pl5rh3T1fW6KxWKhI8P6eB5q7SjgJRomTpwIgH9Q37FjBwDdPd69//77sLa2xtatWzFv3jyNajYZGRn46aef8Pnnn9coDcePH8d7772nkZOdl5eHL7/8EgDg6+srTHd2dsbcuXNRWlqKoUOHapRuMMZw8eJFvPHGG3r3EPnSSy/BxcUF8fHxmDlzpnDDYIxhzZo1OHz4cLXbUPZw++GHHwLge/RVVr2sD8qeT/fu3Ytjx44J05OSkjBmzJhm06Pfe++9BwsLCxw9ehTTp09HZmamME+hUODw4cP466+/hGnjx4/HoUOHUFJSorad/fv348aNG+A4TqP32/79+8PT01OtSll12rdvj+HDh6O0tFRoF6p09uxZvPPOO1p76NbHE088gYCAABQXF+Oll15Sq4b477//YsmSJQCAhQsXqj20DRo0CEZGRrh8+TJ++OEHYXpWVhamTJmC9PT0WqVHl3feeQcikQh79+7F999/LzyU5OfnY9q0aQ1aSlKb64ey07qzZ8+qBUXZ2dmYOHGi1gcagH+A9/f3R0pKCoYNG6bRgU94eDi+++47tWnKh5qa9gjs7e0tPOi98soratecsLAwzJ49GwDf225dqzTXhzfeeAPm5ua4du0a3nnnHeF3p1AosHLlShw6dAgSiQTz58+v0XadnJyEHoWff/55jd6DExMT8emnn6pN++KLL8BxHN566y38+OOPGtew6OhoLF26VOj9tTp1vUYaGBjgk08+UTsH4uPjhZ58n3/+ea2dNBkYGODbb78VgluAP59ffvllFBUVwd/fH4MGDdLrOyjV5jh16dIFVlZWiI+Px9KlS4Xfd1FREebMmaM1Qwbga1CMHj0aRUVFeOaZZzQe7KOiorBq1aoapb8ulM8gO3fuFHrv1/Vc8tlnn0EqleLzzz/HihUrNIK9pKQkrFmzRmsmX1V27tyJzz77TKP6aHp6uhDAqD6XcBwnZD7MmzdPrabA1q1bdWYmvvHGG9izZw8KCgrUpp86dQrHjx/X+Jyq2NnZQSaTISUlpdpaaVXx8fGBs7MzkpKS8Mknn6idR3PnztVZ62DmzJnw8vLCiRMnMHHiRCQlJanNz8vLw969ezFv3rwap6kmz6rKTvDmz58vHAfGGLZt24ZVq1bByMioRp/9zDPPAOAzhFSfBZOSkjBx4kSd15XanJuLFi3C5s2bNe6PN2/eFH4L+p4PjzV9xi4izVN14/DWdBxPVT169BDG6rK0tBQGuNfmzJkzwtiyEomEdevWjfXu3Zt5eXkJY1G++OKLautUN77lb7/9Jny+nZ0d8/f3Zz4+PszExIQBYBYWFuzKlStq65SWlgpjiqJ8bMhevXoxHx8fJpPJhOkRERE6v0tl//33nzD+rbm5OQsICBDGElSOo1rVz6i4uFjYN9Ay9q4q5fF88OCB1vm69tnYsWOF7Xt7e7MePXowAwMDJpPJ2OrVq7WOq6ZrzDyl6s4RXedYVefe0aNHheMgkUiYj48P69atGzM1NdVYRzmwvFQqZV27dmUBAQHMyclJ+J4fffSRxvZ1/R6qExcXx9zd3YV0+fr6CuMAjxw5kgUFBWkdR1SfMVrv3bvHXF1dhe/i6+vLvL29he8xadIkreMSf/bZZ8IyLi4uzM/PjxkbGzMHBwe2ePFircemtuMkMsbYsmXLhM9zdnZm/v7+TCaTMalUKqSltuPwVjX+I2O1u368++67Qnrd3d2F/SORSNh3332n83NjY2OFYwuAtW/fnvn5+TEbGxut3/HUqVNqywYFBbHg4GD2999/C8vougakpKSwbt26MQBMLBYzHx8f1rlzZ2H5wYMHs8LCQrV1qvtd6rtPtanufD148CAzNDRkAJiVlRULCAgQxmAWiURs48aNGutUNxYlY4wVFRWxUaNGqZ1fAQEBzNXVVTi+la1fv56JxWIGgMlkMubn58f8/f2Zg4ODsJ3vvvtO7+9el2tkUFAQGz58uHAO9OzZkxkYGDAAzMvLS2OMbdVj9MYbbwjv/f39mbGxMQPAbGxs2O3btzXSWd39hLHaHaf169er3Rf9/f2Zubk54ziObdq0SefnZmRksL59+wrzPT091Y5D5fOwunNMn/NFl9LSUmZnZyekpVOnTlUuf+DAAeF5wcjIiPXo0YP16tWLubm5Cdt4//331dap7h78zTffqF2XAwICWNeuXYXj4eLiwmJjY9XWiYiIYGZmZgzgx9329fUV7mXKa1Xlfe/j48MAMAMDA9apUyfWq1cvIW0A2Msvv1yjfTdt2jRhP/j7+7Pg4GC18726Z0al7du3azyXmZubMzMzM7Zq1Sqd166IiAjWpk0b4Rzt1KkT6927N2vfvr3wO+/du3eNvpOSvs+qly9fVnuW8/PzY87OzsJ9WNe5W9U5O336dOGz27RpI1xXOnbsyObMmaNzn9b03FReP0UiEfP29ma9evVSe44YNGiQxvjBVVGuR+PwEgL1XLIxY8bA0NBQ57KBgYG4ffs2Fi1ahM6dO+PBgwe4fv06RCIRnn76aXz77bdYs2ZNjT5/wIABWLt2rVA95fbt24iJiYG3tzcWLFiAO3fuaORoGRgYYPv27Th06JBQHevq1atISkpC+/bt8fbbb+PkyZM1ajc1aNAgXLhwASNGjADHcbh9+zbc3Nywe/duvPfee9Wub2hoKOzLqsberYudO3fio48+gqenJ2JjY4VeWy9duiSMe9gcDB48GDdv3sTbb78NDw8P3LlzB3FxcWjbti3ee+89TJo0SVh269atmDFjBtq1a4fExERcv34dJiYmGD16NEJCQjRKherC1dUVFy9exIwZM2BjY4Nbt25BoVDg008/xf79+4Vc9tqUxHl7e+Pq1at499134e7ujlu3biElJQVBQUHYvn07tm7dqrWN1YcffogNGzagc+fOSE1NRVxcHMaOHYvLly/Dw8Ojzt+5sg8++AD79+9H7969kZmZifv372PAgAE4c+aMzuFh6kttrh8rV67E6tWr0bFjRyQnJyM2NhaDBw/G6dOnq2wy4O7ujitXrmD58uXw9fVFYmIiIiIiYG1tjcmTJ+Ozzz5TW37AgAHYtWsXevXqhYSEBJw6dQohISFaq6hXZmdnh/Pnz+PTTz9Fp06dEBkZidjYWAQEBGDdunU4fPhwjUsVGtLIkSNx5coVTJw4EUZGRrh27RoYYxg9ejTOnDlT7dBRukilUvz222/YuXMnnnzySRQVFSE8PBwikQjDhg3TWnX5rbfewrVr1/Dqq6/Czs4Ot27dwr1792Bra4uXXnoJ+/bt0zlWqjZ1uUZyHIfffvsNixcvhkKhwO3bt2FnZ4c33ngDoaGhWsfYVtqwYQPWrFkDmUyGmzdvwtTUFBMnTsSVK1dq3ctubY7TW2+9hR07dqBHjx7IyMhAVFQU/P39cfjwYZ3jowJ8B00hISHYsGEDAgMDkZmZiZs3b8LExARjx47VWbW6IRgYGKiNsa6rJE9p9OjRuH37NubMmQNPT0/cvXsXt2/fFu4jW7duFdrd6mvMmDH44osvMGTIEIjFYty4cQNJSUno2rUrPv/8c9y8eRPu7u5q63Ts2BGnTp3C008/DZFIhLt376JNmzb4888/8frrr2v9nG+++QZz5sxB9+7dkZaWhmvXrgHgq6r/8ccfNa7uv2bNGsyZMweOjo4IDw9HSEhIjWutAHwNtb1798LPzw+5ubmIjo7Gk08+idDQUPj5+elcr2PHjggPD8eKFSsQEBCAhIQEXLt2DSUlJQgODsaqVatq3VRH32dVPz8/nDp1CkOGDBH6ULC3t8fatWuFjkVr6vvvv8enn34qtKtOTU3FzJkzcf78+Sp7N6/pufnhhx9i4cKFCAgIQF5eHq5du4bCwkIEBwdj27Zt+PfffzWG6iSaOMbquVI9IUTN+PHjsWfPHqxfvx5vvfVWUyeH1IBCoYC1tTWys7ORkZEBKyurpk4SIaQRnDx5EoMGDUJwcHCNOgCLiYlBmzZt4OHhQT2nEkJIM0ElvIQ0oPT0dBw8eBBSqbTKsXdJ83TgwAFkZ2ejc+fOFOwSQgghhLRAFPAS0oAWL16MoqIijB8/vt7G3iX169GjR1i5cqVGZ1BHjhwRqpzpqnpGCCGEEEKaN6r0TUg9u3btGubOnYvExETcu3cPxsbG+Oijj5o6WUSHwsJCvP/++1i4cCFcXV3h6OiI+Ph4oTfJ4cOH480332ziVBJCCCGEkNqgEl5C6llWVhZCQkLw8OFDBAQE4PDhw1qHrSDNg729PT755BP06tULxcXFuHbtGgoKChAYGIjvv/8ev//+e70OJUUIIYQQQhoPdVpFCCGEEEIIIaRVohJeQgghhBBCCCGtEgW8hBBCCCGEEEJaJQp4CSGEEEIIIYS0ShTwEkIIIYQQQghplSjgJYQQQgghhBDSKlHASwghhBBCCCGkVaKAlxBCCCGEEEJIq0QBLyGEEEIIIYSQVokCXkIIIYQQQgghrRIFvIQQQgghhBBCWiUKeAkhhBBCCCGEtEoU8BJCCCGEEEIIaZUo4CWEEEIIIYQQ0ipRwEsIaTIcx2HgwIFNnQxCCCGkxaF7KCH6oYCXEFInHMeB47gql/H09ATHcYiJiWmcRBFCCCEtAN1DCWl4Bk2dAELI4ysiIgImJiZNnQxCCCGkxaF7KCH6oYCXENJkOnbs2NRJIIQQQlokuocSoh+q0kwIaTLa2h8tXrwYHMfh5MmT2Lp1K3r27AljY2PY29tj2rRpSE5ObprEEkIIIc0I3UMJ0Q8FvISQZumbb77B66+/Dh8fH8ydOxcdOnTAzz//jH79+iE1NbWpk0cIIYQ0W3QPJaQCVWkmhNSLxYsX65yXlZVV4+39/fffCA0NRc+ePYVp77zzDlavXo2FCxdi8+bNtUglIYQQ0vzQPZSQhkMBLyGkXixZsqRetzdp0iS1GzXAPxD8/PPP2LVrF7799ltIpdJ6/UxCCCGkKdA9lJCGQ1WaCSH1gjGm8+Xh4VHj7QUHB2tMs7CwQI8ePVBUVISIiIj6SDYhhBDS5OgeSkjDoYCXENIsOTg4aJ3u6OgIAMjOzm7M5BBCCCEtBt1DCalAAS8hpFl69OiR1unKHiYtLCwaMzmEEEJIi0H3UEIqUMBLCGmWQkJCNKZlZ2fj2rVrMDIyQqdOnZogVYQQQkjzR/dQQipQwEsIaZa2b9+Oq1evqk1bvHgxsrOz8dJLL1FnG4QQQogOdA8lpAL10kwIaZaGDRuGwMBAvPDCC3BycsKZM2dw5swZeHp6YsWKFU2dPEIIIaTZonsoIRWohJcQ0izNnTsX3333Ha5du4bVq1fjzp07mDJlCs6dOwd7e/umTh4hhBDSbNE9lJAKVMJLCKkTxli1y8TExNRq3cmTJ2Py5Mm1SRYhhBDS7NE9lJCGRyW8hBBCCCGEEEJaJQp4CSGEEEIIIYS0ShTwEkIIIYQQQghplTimT+MBQgghhBBCCCGkhaESXkIIIYQQQgghrRL10twELC0tUVxcDCcnp6ZOCiGEkCaUlJQEqVSKrKyspk5Ki0H3UEIIIYD+91Aq4W0CxcXFKCsra+pk1JlCoUBBQQEUCkVTJ4U0ATr+jzc6/vWjrKwMxcXFTZ2MFoXuoaQ1oOP/eKPjXz/0vYdSCW8TUOZKR0dHN3FK6iYrKwshISEIDg6GpaVlUyeHNDI6/o83Ov71w8vLq6mT0OLQPZS0BnT8H290/OuHvvdQKuElhBBCCCGEENIqUcBLCCGEEEIIIaRVooCXEEIIIYQQQkirRAEvaVHuJOdg6DenMOTrENxMyG7q5BBCCCFNaseFWAxY+R/2XY5r6qQQQkizRAEvaVEW7L+Ou49ycS8lD6/vuIKSMurdjhBCyOOJMYYPf7+JuIxCvLf/elMnhxBCmiUKeEmLkZhViOvxFaW68ZmF+P1aQhOmiBBCCGk66fklTZ0EQghp9ijgJS3GtbgsjWkbQ+5DoWCNnxhCCCGkicWm5zd1EgghpNmjgJe0GNGpeRrT7qfm42RkShOkhhBCCGlacRmFTZ0EQghp9ijgJS1GdFpFTva8Ie2F95tOPWiK5BBCCCFNKi6joKmTQAghzR4FvKTFiE2vuLFP798GbWxNAQDno9Opx2ZCCCGPnYcU8BJCSLUo4CUtRkpuEQDAykQCU6kBpvVvI8zbfIZKeQkhhDxe4jIp4CWEkOpQwEtajLRcvjdKWzMpAGCsryusTCQAgD/DE5GSU9RkaSOEEEIam2obXhNDcROmhBBCmi8KeEmLkF9chsJSOQDAxswQAGBsKMZLvdwBAGUKht0X45osfYQQQkhjKpUrkJRdEfAqGI1YQAgh2lDAS1qEtLxi4b2yhBcAJvbxgIjj3++6GItSuaKxk0YIIYQ0usSsQqiOyqeg2x8hhGhFAS9pEXQFvC6WxhjcyQEA8CinGOfvpzd62gghhJDGVnlIIjmV8BJCiFbNMuBdsWIFXnzxRbRr1w4ikQgGBgY6l92yZQs4jtP6Gjt2rNZ1rl+/jhEjRsDKygqmpqbo06cPDhw4oPMzNm3aBB8fHxgbG8POzg4TJkxAbGxsnb8n0V9aXonw3k4mVZv3vK+L8P6v64mNliZCiKaTJ0+C4zhs2bKlydIQExMDjuOwePHiJksDIQ2tcodVcgUFvIQQok2zDHg/+OAD/Pvvv3Bzc4ODg4Ne6/zvf//D9u3b1V5z5szRWC48PByBgYE4f/485s+fj6+//hoSiQRjxozB5s2bNZb/6KOPMGPGDMhkMqxevRpz5szB0aNH0bdvX8THx9f5uxL9qJfwGqrNG9jBHqblnXUcuZmMkjKq10UIIfqIjIzEJ598gn79+sHe3h5mZmbo1q0bPvjgA2RmZmosX1BQgIULF8LT0xNSqRSenp5YuHAhCgq09xZc0wxmoj9tY/AqKOglhBANuotOm1BUVBTatm0LABg4cCBSU1OrXWfIkCEYOHBgtcvNmjUL+fn5OHHiBPz9/QEA06dPR79+/TB//nyMGTMGlpaWAIB79+5h+fLl8PX1xcmTJ4WS5uHDh8Pf3x+LFi3C1q1ba/clSY3kFJYJ7y2M1QNeI4kYT3ZywB/hicgpKsPlmAz087Zt7CQSQgAEBQWhsLAQEomkqZNC9PDTTz9h/fr1GDFiBMaPHw9DQ0OcOHECK1aswK5du3Dx4kUh41kul2PYsGEICQnBpEmTEBQUhBs3bmDVqlUIDQ3FsWPHIBZX9BQcHh6O/v37QyqVYv78+bCzs8OOHTswZswY/Pjjj5g+fXpTfe1WQdsYvHLGIALXBKkhhJDmq1mW8CqD3ZrKy8tDSUmJzvkxMTE4ffo0goODhWAXAAwMDDB79mxkZ2fj4MGDwvSdO3dCLpdj9uzZatWqe/bsiUGDBmH//v0oLFRvQ0MaRl5xqfBeZqSZT/NkJ3vhfUhk9RkkhJCGIRKJYGRkpBb4kOZr7NixiI+Px+7duzF79my8/vrr2LNnDxYtWoSHDx9i1apVwrJbt25FSEgIZs2ahW3btuHVV1/FmjVr8NVXX+HkyZPYtm2b2raVGcxHjhzBhx9+iJkzZ+LEiRMICAjA/PnzkZWV1cjftnWJy9R8/qBqzYQQoqlZlvDWxqhRo5CTkwMA6NSpE2bNmoXXX38dHFeR0xkaGgoA6Nevn8b6ymmhoaGYPHmyXssfP34cN27cQK9evTTme3l56UxrXFwcXFxcWvzNPjc3V+1vQ8rIqcjJVpQUauy77vaG4AAwACcikvFGP6cGT9PjrjGPP2l+dB3/M2fOYMSIEdiwYQMmTJig9j8ArF+/HtHR0bC2tsZLL72E//3vf0Jw/Nprr+HAgQMIDw+Hq6urxud16NABvXv3xm+//SZM379/P1avXo2oqChYW1tj9OjRmDRpEgCgqKgIWVlZSE5ORrdu3TBixAj89NNPGt9l9erVWLJkCX777TcMHDgQu3btwltvvYWDBw8iPDwcW7ZsQXx8PJycnDBjxgy8+eab9bYfFQoFRKKmy3tWzfxV9cILL2Dp0qW4ceOGME0Z0M6fP19t2ZkzZ2LRokXYtm0bpk6dCqAig3ngwIFaM5gnTZqEgwcPCvdbUnPx2qo0U8dVhBCiocUHvCYmJhg/fjyefPJJODo6IjY2Fhs3bsSbb76J8PBwfP/998Kyyja3lR+kVKeptsvVd3ltAW91ioqKEBISUuP1mqOwsLAG/4z7D0VQVkiIuB6GjHuay7iZivEwn0NkagH+OBoCC0PNZUj9a4zjT5qvysdfGSDduXMHISEhwv9r1qxBRkYGhgwZgqCgIFy4cAFff/01UlNTMWbMGABA165dsX//fqxYsQLjxo1T2+7Ro0dRWFiInj17CtfOI0eO4Pvvv4ezszPGjRsHAwMD/P333/jnn38A8EGXcll/f3/8+eef+PPPP2Fubq627U2bNgnVdkNCQnDnzh0AwHvvvYfCwkIEBwfDyMgIJ0+exKJFi5CRkYEBAwbUy/4rKiqCiYlJvWyrPiUkJAAA7O352jOMMVy+fBnOzs7w8PBQW9bIyAi+vr64dOkSGGPgOK7GGcyVUaZx1QpK5EjP16zRlpGZhRJpi3+0eyxQpvHjjY5//dA307jFXxVfeOEFvPDCC2rTZs6ciYEDB2Ljxo2YOnUqevfuDQBCpxpSqVRjO4aGhuA4Tq3jjaqWNzIyUlumsujoaJ1p9vLygkKhQHBwcFVfrdnLzc1FWFgYfH19IZPJGvSzDqZHAKkZAICBgX1gL9M8Jre4WPxwjs+kUDh0RHB3/To8I7XTmMe/NZqw5RrS8kurX7AJ2JpKsGtKjyqX0XX8laW1HTt2RHBwsPB/dnY2Ll26JPSRoFAo0K9fPxw9ehRr164FAAwYMACbNm1CaGgo1q9fr/Z5K1asgEwmw3vvvQdjY2NkZ2fj5ZdfhqurK86cOQMLCwsAQGFhIYYOHQoA8PT0FK6zCoUCzz//PB4+fIi33npL2O6ZM2eQmJiIDz/8UOgHQhnsSSQSnDp1SrgH5Ofno3v37jh16hQ+/PDDGu1TXZT3kuZELpfj888/BwBMmTIFAJCRkYH8/Hx06dJF6zqurq44ffo0MjMzYW1tXeMM5pp63DONE/MBbY9wp8+chUmLf7J7vFCm8eONjn/d6Jtp3CoviwYGBvjggw/w7LPP4vDhw0LAq9whxcXFGusUFxeDMaa201SXNzY2Vlte2Xa3tjnzIpFIePBr6WQyWYN/lxJFRe6Ns70NzLTkYA/prhAC3rCEAkwJatg0EV5jHP/WKKNAjpRc3X0ONCURp//1qfLxNzMzA8BfGy0tLYX/p0+fDk9PT7V1hwwZgvXr18PAwEBYbvLkyVi2bBkiIiLQt29fAHwG4oULF/Daa6/ByYlvrnD06FHk5eXh448/VitxtLS0xPvvv4+XX34ZRkZGQtqee+45eHt7Y+fOnVi0aJGw/O7du2FgYIA333xTWFZ5XZ8zZ47aSAGWlpbo168fzp8/X2/nfFNWZ9Zlzpw5OHfuHGbOnIknnngCQNUZwIB6JrC1tXWNM5gro0zjqp28lw5cv6MxvU/ffrAyoQ7jWgLKNH680fGvH/pmGrfKgBeA8GCl2sNzVbnKyhx91dxoV1dX3Lx5E/Hx8WjXrl21y5OGk1vM99LMcYCJRHtnOD3cLGEmNUBecRnORqVBoWAQiai3StI8VR5PujlpiLRpq6JqY2MDAEhPTxcC3ilTpmDZsmXYunWrEPAqe8NXtg8FgPv37wMAOnfurLFdbaWQHMdhxowZWLBgAc6ePYvAwEBkZGTgwIEDePbZZ4VAWp80p6enV/t9W6oPP/wQGzZswPPPP69Wyl5VhjGgmQlc0wzmmnrcM40zijWHjAIAmbk5LM2a77WFaKJM48cbHf+60TfTuNUGvPfu8Y08HR0dhWnKtrbnzp3TWF45TbU9bq9evXDkyBGcO3dOI+A9d+4cjI2N0bVr13pPO9GUV8RX/TQzNNAZxErEIvTxssaxiBSk55fgTnIuOjuba12WkKb256z+TZ2ERlVVr81MpaOddu3aoV+/ftizZw9Wr14NqVSKbdu2oX379kIAXB2mo+OeqVOn4qOPPsKPP/6IwMBAbN++HUVFRZgxY0aN09waLV68GEuXLsXo0aPxyy+/qI1OYG1tDRMTE53VkBMSEmBqagorKysANc9gJjWjOiSRpYkEWQX8PZLG4SWEEE3Nry5VDT169EhjWkFBAZYsWQIAGDFihDC9TZs2CAwMREhICK5cuSJMLysrw9q1ayGTyTBq1Chh+oQJEyAWi7F27VqUlVWMA3v16lWcOHECY8aMaZadjbRGeeUlvKbVdMYRqDL+7tmotAZNEyGkYUyZMgVZWVk4ePAgQkJCEBMTI7QlVVIOX3f79m2N9bVNAwBbW1uMGTMGe/fuRU5ODn788Ue4u7sLbX4fZ0uWLMGSJUuE/VN5HGWO4+Dv74/ExETExsaqzSsqKkJYWBj8/f2FkRFqmsFMaiZeZUgiTxtT4b2cemkmhBANzbKEd/v27cINNTY2FowxoQMNAGqdhXTt2hUDBgyAn58fHBwc8PDhQ2zduhUPHz7Ee++9h549e6pte+3atQgKCsLQoUPxzjvvwNbWFjt37sSlS5ewceNGIXcaADp06IAFCxZg+fLlGDhwICZNmoS0tDSsXr0adnZ2WLZsWQPvCaKUXywHAJhpGYNX1YB2FQHv6ag0vBaku6dPQkjz9OKLL2LOnDnYunUrHBwcIBKJ8Morr6gt89RTT8HU1BTr16/HjBkzhE6rioqK1MaOrWzmzJnYtWsXZs2ahZs3b2LJkiXNsh1tY/r000+xePFivPDCC9i5c6daya6qSZMm4dSpU/jqq6+EjsYA4IcffkB+fr4wHBSgmcHs5+cHQHcGM6mZ+Ey+hFci5uBsaYRrcfx0GoeXEEI0NcuAd/PmzRq9L3700UfCe9WA95VXXkFISAhOnTqF7OxsyGQy+Pn54euvvxaGulDl6+uLs2fPYtGiRfjyyy9RUlKCbt26Yd++fRg7dqzG8kuXLoWHhwc2bNiAOXPmwMzMDEOGDMGyZcvg5uZWj9+a6KJQMKGEV1tnVara2pnB0dwIyTlFuPggHUWlchjpaPNLCGmezM3NMXr0aOzZswdGRkYYMmQIXFxc1JaxsLDAF198gbfffhu9evXC1KlTIZFIsGPHjiqrIgcFBaFz587Ytm0bxGIxpk2b1tBfp1nbsGEDPvnkE7i5uWHYsGH45Zdf1OabmZnhueeeA8BXCd+2bRvWrVuH7OxsBAUF4fr169iwYQMGDBigUQpfkwxmoj/GGOLKqzS7WBrDQCXDRqFoqlQRQkjz1SwD3pMnT+q97FdffVXj7fv4+OCvv/7Sa1mO4zBz5kzMnDmzxp9D6kd+SUV18uoCXo7jEOhti1/D4lFUqkDYw0z0a2tb5TqEkOZn6tSp2LVrF/Lz8zUCKaW33noLlpaW+OKLL/DJJ5/AxsYG48ePx6uvvqpz+ByAL+WdM2cOnnnmmce+HemlS5cA8GPbatvPHh4eQsArFotx+PBhfPrpp9izZw92794NJycnzJs3Dx9//LFGRkNNM5iJfjILSpFfwtd6crM2gVilXwuq0kwIIZqaZcBLiCpldWag+oAX4Ks1/xrGd5Ry5l4aBbyENKKBAweqdRpV+X9VixcvxuLFi7XOGzx4sM71VE2cOBETJ07UmF7VuoaGhgCA1157Tev8KVOm6Ayyt2zZgi1btlSbrpaipt/HzMwMK1euxMqVK/VaviYZzEQ/cSodVrlamaCkrKJYl6o0E0KIpse74RJpEfKKS4X31bXhBYB+3jbC+zPUcRUhRIVCocC6devg5uaG4cOHN3VyCKmxuMyKgNfN2hhilSc5BZXwEkKIBirhJc1ebpH+VZoBwF5mhI6OMtxJzsWNhGxkFZTA0sSwIZNICGnmHjx4gPPnz+PQoUO4ffs2vvvuu8du2CHSOsRlVPTQ7GZlolbiSyW8hBCiiUp4SbNX0yrNANC/fHgixoBz99MbJF2EkJYjJCQEEydOxD///IMFCxZQvwykxVIv4TWBiFNpw0sBLyGEaKCAlzR7Na3SDACBqsMT3aNqzYQ87qZMmQLGGNLS0vDFF18I48US0tKolui6WRmrdVpFVZoJIUQTBbyk2atplWYA6N3GGoblDZvOUjteQgghrUR8Jl+l2cRQDGtTQ7USXirgJYQQTRTwkmYvv7jmAa+JoQF8PSwBAA8zChCdmtcQSSOEEEIajULBkFAe8LpZmYDjOKrSTAgh1aCAlzR7ebUIeAHgiY72wvs/w5PqNU2EEEJIY3uUW4QSOT8MkZu1MQBQL82EEFINCnhJs5erGvDq2YYXAEb4OEOZ8X0wPEGvMT0JIYSQ5kq1h2ZXKxMAgEhEJbyEEFIVCnhJs5dXiza8AOBkYYxentYAgOjUfFyPz673tBFCCCGNJSY9X3jvYcMHvGLVNrwU8BJCiAYKeEmzV5s2vErP+7oI77eei6mvJBFCCCGN7kFaRcDbxtYUANR6aZZTTSZCCNFAAS9p9vJqWaUZAEb6uMDSRAIA+PN6IlJyiuo1bYQQQkhjiVEJeL1szQCAOq0ihJBqUMBLmr3aDEukZGwoxoRe7gCAUjnDdyH36zVthBBCSGNRlvBKxBycLY0AgMbhJYSQalDAS5q9/BI+4DUQcZAa1PyUndzPE0YSfr0dF2IRq9IGihBCCGkJFAomBLzu1iYwKO+eWa1Ks6JJkkYIIc1azYrLCGkCyk6rzIwMwKlU3dKXg7kRXu3vhfUnolAqZ/j8UAR+mORXq201V8VlciRnFyEltxiPcoqQklOMjPwS5JeUoaBYjoJSOYpL5eA4/uFIxHGQiEWQGRnAwlgivJwsjOFiZQwnCyMYScRN/bUIIYSUS84pQnEZH9Eq2+8CVKWZEEKqQwEvafaUbXhNDWt/us4M9sIvlx4iLa8ER28/wh/hiRjVw6X6FZuZUrkCd5NzcSMhG/ce5SE6LQ/RqfmIzyxAfT/n2JpJ4WVrivaOZmjvIEM7exk6OMpgbWpYvx9EWo2aZCKdOHECAwcObLjEENLKaOuwCqBxeAkhpDoU8JJmTxnwymrYYZUqmZEEn43qijd2hgEAPj54C73b2MDRwqhe0thQUnOLcT46HZdjMhAen42IpByUlDVOnbW0vGKk5RXjYkyG2nRXK2P4uFmio60UpTlAr1I5LBslRaS52759u9r/ERERWLZsGQYMGIAZM2aozevUqVNjJo2QFk814PXUUcJLAS8hhGiigJc0a6VyBYpK+QCvph1WVfZMNyc8290Jf11PQnZhKd7eFYbdM/pAIm4+TdkLS+Q4E5WGM/dScT46HZGP8qpdx9RQDC87M7jbmMDR3Aj2MinszaWwMZXCzMgAJoZimEgMYCQRgYGv8iZXMJTKFcgpKkN2YSlyCkuRWVCChKxCJGQWIiGrEPGZhUjNLdb4vPhMft4hAIABNty+gE7O5vBzt4KvhxV83a3gamXcqqqME/28/PLLav+fPHkSy5Ytg5eXl8a8yvLy8mBmZtaQySOkRYtOVSnhtaEqzYQQoi8KeEmzpjoGr6mugLe0FBCJAHH1bU4/G9UVVx9mISGrEJdjM7HyyB0sGt65vpJbKxn5JTge8QhHbz/CqXupQoCvjZetKbq5WqC7qyU6OcrQ1t4M9jJpgwWX2QWluJeSi8hHeYh8lIvbiTm4kZCNwlK5sIycATcTcnAzIQdbz8cCAOxk0vIA2BJ+Hlbo4mxBbYKJwNPTE56enli7di0++OADnDt3DllZWWCMYcuWLZg6darWKs9TpkzB1q1bwSqVYt2/fx+fffYZ/v33X6SlpcHe3h4jR47Ep59+Cltb20b8ZoQ0nMhHucL7dg4y4T310kwIIVWjgJc0azrH4I2OBjZvBg4dAsLDAWNj4PnngVWrAEdHnduzMjXE+gk98cLG8yiVM2w6/QA+bpZ4trtzQ34NDaVyBU7cScG+K/E4cScFZVpy5UUc0N3VEv3a2qCPlw183CxhYSxp1HRamEjg72kNf09rYVqZXIHIR3k4H5mIo2H3kKowQ3R6AVSfs1Jzi3HkVjKO3EoGwA+h0cXZAn7lJcB+HlbNvjp5o/j6a/5VHV9f4I8/1KeNHAmEhVW/7rx5/EspNxeoqjpx5eUbSFxcHIKDg/Hcc89h+fLlSE5OrtV2rl27hoEDB8LExATTpk2Dh4cH7t27h++++w7Hjx/HxYsXYWFhUc+pJ6Tx3UnmA14bU0PYyaTCdBH10kwIIVWigJc0a6oBr0xZwvvFF8D//gcoVO7shYXAzp1ASAhw7RpgY6Nzmz3drfDh8M745I9bAIB5e8PhZGEEPw9rnevUl7vJudh3OQ6/X0tAWl6JxnxbM0MM6eyAJzo6oLeXNcyNGjfA1YeBWITOzuZwNlHANvsugoN7QmRkimsPs3AlNhNhDzNx7WEWclWOXamc4VpcFq7FZWEzHgAAnCyM0NPdEj3drNDT3RJdXR7DUuCcHCAhofrl3Nw0p6Wm6rduTo76/4xVvV7l5RtIdHQ0vvvuO7z++ut12s7UqVNhbW2Ny5cvw9q64jc8ZswYBAYGYvXq1fjkk0/qmlxCmlR6eZ8KANBepXQX4IfsU5IrKOIlhJDKKOAlzZpySCKgvA3vb78BCxeqL9S1K/8An5kJTJ0KWFcfuL7S1wM3ErKx/0o8SsoUeHXrZex/ox/a2tV/G8LsglL8cT0R+y/HITw+W2O+vUyKUT2c8XRXR/Rws1KrntZSmBtJENTeDkHt7QDw7ciiUvKEADgsNhPRaerjHydlFyHpRjIO3+BL9gxEHDo7m6OnmyV8PazQ080KbtatvC2wuTngokdv4XZ22qfps665ufr/HFf1epWXbyDW1tZ47bXX6rSNmzdv4tq1a/jggw+gUCiQlpYmzGvbti28vb3xzz//UMBLWry7KtWZOziqB7yq/VCUyKlKMyGEVNYsA94VK1bg6tWrCAsLw/379yESiVBWVqZz+YKCAnz66af45ZdfkJSUBCcnJ4wfPx4ff/wxTExMNJa/fv06Fi1ahDNnzqCkpATdunXDggUL8Pzzz2vd/qZNm7B+/XpERkbCzMwMQ4YMwfLly+Hh4VFv35lop1pKaGooBhYtrpg5bx7w3nt8FebkZODgQWDmTL22y3Eclo3uhuTsIpyJSkNmQSle3HgBO17thY6OdX/glysYzkSlYf+VePxzK1mjZ2VDsQiDO9tjnJ8bBrSzhUEz6jirPohFHDo48sMYTejtDoBvq3z1YSauxGbi6sMshMdnoaCkoi1wmYLhenw2rsdnC22BbUwN+VJgdyv0dLNEdzfLOnde1qzUpfpw5SrO+pLJgPj42q1bj9q2bQuxHu3uqxIREQEAWL58OZYvX651GS8vrzp9BiHNwd3kqgLeikzB0kbqxb8+MMaQW1wGuZzBRCqG1OAxq+FDCGk0zfLJ8YMPPoClpSV69uyJvLw8pKam6lxWLpdj2LBhCAkJwaRJkxAUFIQbN25g1apVCA0NxbFjx9QeqsLDw9G/f39IpVLMnz8fdnZ22LFjB8aMGYMff/wR06dPV9v+Rx99hM8//1yoGpeamoo1a9bg5MmTuHjxIlxdXRtsPxD1TqvcE6OB69f5f3r35tvrKkv/HB31DnaVDA1E+PZlX4zfeAG3k3KQlleMFzdewPoJPTGgnZYSNT1EpeTh17B4HAiLx6MczR6OuzibY5yfK0b1cIHVYzaerbWpIZ7s5IAnOzkA4DMFIh/l4urDLFx9mImrcVmISlHvlTo9vwTHIlJwLCIFAH+4OzjI1KpCt7UzU2vDRloGbZmRQNVj+VbO+FSUV9+cNWsWRo4cqXUdY2PjWqaQkOZDtcOqylWapQaqJbzNN+AtKpXjxB3+en4tLhOx6QVq/VdYmxqirZ0pujhboF9bG/T2smn0fisIIa1Tswx4o6Ki0LZtWwDAwIEDqwx4t27dipCQEMyaNQtr164Vpnt5eWHu3LnYtm0bpk6dKkyfNWsW8vPzceLECfj7+wMApk+fjn79+mH+/PkYM2YMLC0tAQD37t3D8uXL4evri5MnT8LAgN9dw4cPh7+/PxYtWoStW7fW99cnKlSrNFsW5/OBblgYMH58RbCrS1ISYG9fZe/N5kYS7HqtN6b8fAnX4rKQXViKyT9dxLtDO+CN4LbVVqdljK+6e+RmMv65nYybCZrtH61NDTGqhzPG+bmhs3PjVBdtCcQiDp2czNHJyVwoBc4uLEV4XBYfBMfxJcHZhaXCOozxHbfcSc7F7otxAPjxmXu4lZcCu1uip5slLE0er8yE1kTZDjcjI0NjXnR0tNr/7du3F94PHjy4YRNGSBNS3ls4TrOE11Al4G2OJby5RaX4+WwMNp95oHY9rywjvwQZ+SW4FJOJLediYCDiENzeDiN7OGNIZweYGDbLR1ZCSAvQLK8eymBXH9u2bQMAzJ8/X236zJkzsWjRIrWANyYmBqdPn8bAgQOFYBcADAwMMHv2bEyaNAkHDx7E5MmTAQA7d+6EXC7H7NmzhWAXAHr27IlBgwZh//79+P7776kEoQGpdlpV0KcfMPMCUFQEyOW6VyorA9atAz7+GFi2DJg1q8rPsDQxxI5Xe2PO7qs4ficFCgasPHIX5++nY1r/NgjwtBaq0eYVl+FBaj4iknNw6UEGQh9k4GFGgcY2xSIOgzrYY6yfK57oaK/2QFIv5HK+zXJ+Pt9hl/JVUsIP0eTqClSuypmbC5ia8vObKQtj9bbAjDE8SMtXC4DvJOeqjTWZW1SG0/fScPpeRfvNDg4y9PGyRt+2NujVxgbWj1lpekvWoUMHAMCxY8fUmpmcPn0aFy5cUFu2R48e6N69OzZv3ow33ngDnSr1Ps0YQ1paGuy0tYEmpIUoKpXjTjIf8La1M9No1qHehrd5BbwhkamYvzdc6HBLSSLm0NbODHYyKcQiDvnFZXiYUaBWM6pMwXD8TgqO30mBTGqAsf6umNzXE562ppU/hhBCqtQsA159McZw+fJlODs7a7SnNTIygq+vLy5dugTGGDiOQ2hoKACgX79+GttSTgsNDRUC3uqWP378OG7cuIFevXppzK+q3VhcXBxcXFyQlZWl3xdtpnJzc9X+NoTUrIoqrlxZsfo+07H/xGFhkJW3i2T/+x9yBg0C06Pq+ZejvLHJVorvz8SBAWpBlJFEhDI50zp8kKpODqYY1sUOw7rYwaY8yCrIy4FmSFwFuRyi2Fhw+fmQd+umNstk8mQYnD0LLiMDXBXjLRa//joKK7VptHB25jMLZDIonJygcHaGwtkZzNkZCg8PyNu3h6J9ezA9h3BpjOMPANYS4Mm2ZniyrRkANxSWyHE7OQ/XE3NxIzEX1xNykZavXmpw91Eu7j7KFdoCt7czgZ+7BQI8LODnZk7V5OqBPsc/L4///ZaUlKj9dhUKBcrKyrReA+3t7fHkk0/i+++/R0FBAXr06IHIyEjs3r0bXbp0wc2bN9XW27BhA0aNGgVfX19MmDABnTp1QllZGWJjY3Ho0CFMmDABCyt3dNeMKBQKiJpxJhRpehFJOSgt74zKx9VSY75hMwl45QqGn88+QE5hKWYGt8U3RyPx45kHwnyxiMOI7k543tcVvb2stbbZzS4oxcWYDJyNSsORm8lIzikCwPfn8fPZGPx8NgYDO9hhev826O9t27o7NSRNLrugFA8zCpCeX4zcojLkFZeBA1+rwlgihoOFEVwsjWEvk9K52My16IA3IyMD+fn56NKli9b5rq6uOH36NDIzM2FtbY348o5atLW7VU6LV+nMRd/ltQW81SkqKkJISEiN12uOwvQZC7SW7saIAPA386iI65Dr2deOz5Ah8Dx6FFxeHgqnTkXookXVV4EG0BHAax057I0WIaukYvmiUu0PEQYcg6eMoZs1QzcrBhujbKAwGzcvR+mVToP8fFhFRcH8wQOYx8bCPDYWsvh4iEtKkOXlhZBKY7T2ffgQ9unp1W43LjERt1TOL660FCMLC/l/cnIgzsmB+O5dreteeu89JAYGVkxQKPh9p2P/NeTxr4oXAC8bYKQ1kFkCxOZyiMnjEJ3DIS4fYKhIb2RqASJTC7D7ShI4MLiZAp2tGDpZKuBuxo95TGqnquN/48YNAEBycrLa9a6oqAhZWVk6r4GTJk1CSUkJ9u3bh19++QXe3t5YuHAh/vnnHwDQWG/lypU4cOAADh06hG3btkEqlcLW1hY+Pj5wdXVt1tfaoqIine2ZCQGA8Lgs4X0PN80MSYlqG94mrNK8/r8ofHMsEgCw9j/1e2Bwezt8OqoLPGyqLp21MJFgSGcHDOnsgI+f7YyLMRk4EBaPg9cSUVz+3U7eTcXJu6no6CjDqwO8MNLHuf5rUZHHSqlcgchHubiZwHeceTMxBzFp+VVWwVdlYSxBd1cL+HtYY0hnB3RyklEA3My06IC3oIAvN5NKpVrnGxkZCctZW1tXubyhoSE4jhOWqW77qtvWpnJbM1VeXl5QKBQIDg7WuUxLkJubi7CwMPj6+kImk1W/Qi2cyL8HJPEdFvXv7Q9vO/2qMnE9ekDRuzdEjx7B8fJlDE5ORun48XqtGwzgNbkCp6IycSEmC9FpBcgsLIWhWARTQzHcrIzgaWOMbk4ydHWWqXUYog/xpUsw3LYNBpcvQ3T3rs6SWvOMDI1zxNjHB/KMDDBbWzBrazAzM8DYGMzICMzYGJBIAIUCjv36wVZ13dxclA4aBC4nB1xmJkRJSeCUAXAlHYcPRzsfH+F/g//+g8nMmSgLDETZgAEoGzAACm9v5OblNfjxr6284jKExeXg8sNsXH6YjYjkfCj3MgOHh/nAw3wOR+JFsDI2QF8vKwR6WaJfGytYmVDprz70+f0HBwfj7bff1pgeGRlZ7fZHjRqlMW1mFR3TjRkzptptNkfKewkhuqgOZ+fjZqkxX62Et4kC3qsPM4VgV5WhWISFz3TElH6eNe5cUCTi0MfLBn28bPDBM52w53Ictp+PRUIWf++6k5yLd/eFY+WRO5jczxMTe7tT/w1EL3IFw63EbJyNSse5+2m4HJOJwtIqmspVI7uwVKgV+M2xSHjYmOAFfze81MudmlQ1Ey064FXmihcXa/aGCwCF5Q/0yuWqWr64uBiMMbWcdtXlK7fTrbztmhKJRELnWC2dTCZrsO9Swvgb+ZNRofAZ9g4kHdrzbXKHDq16RUtL4NtvgfKHYNN33gF69QJ8ffX+7DE21hjTu7YpL5eTAxgaAqoPtdnZwI4d2pcXiYB27YCuXSFq1w6WMpl6p1tbttQuHZaWwH//VfzPGN8GOD4eiIsDoqKAiAggIgIyf3++ra9SRASQmgrD33+H4e+/89OcnGDSvz/cnJ1h3qEDLNzcapeuBmIJwNXBFiPLm+pnF5bi4oMMXIhOx9moNNxRGeIjs7AMh2+l4vCtVIg4oHcbGwzr5oihXRxhb07BSHUa8vf/OKDqzKQqjDGERvO1eowkIq3D5qlmupY2QZXmMrkC7/96XWN6O3szrBnfs146a7QyNcTrwW3xav82+OfWI2w6HY1r5SXfKbnF+PKfu1j/XxRe8HfFtP5tqi1JJo+ftLxi/BeRgmMRj3A+Oh25RbqHO+U4wNnCGO7WJvCwMYG9TAqZkQRmRgbgwP/OcovLkJRVhLjMAtxMyEZaXomwfmx6Ab785y7WHL+HlwLcMOvJdrA10144RxpHiw54ra2tYWJiolYNWVVCQgJMTU1hZWUFQHu1ZdVlVZdRvr958ybi4+PRrl27apcn9U95QfJOj4Mk6h4QdQ+YOFG/lZ9/Hpg+Hdi8mW+7Onw4H/RV6timXikUfC/S//zDv86fB/btA557rmKZPn34vwYGgI8P/39AANCtG5+2xugEjeMAa2v+1b171cvK5YC5OR+8KyUlwXDfPvgCwJo1QNeu/HFppm0lLYwrqskBQFJ2IULupuLE3RScjUoXOkdTMOB8dDrOR6fj4z9uwc/dCk93dcSwbk5wtqTO6QghjSsmvQCJ2Xw71gBPa61VdyVNXMK753IcIh/x7fU7Osrw5iBvAMDTXRzrvaqxgViE4d2dMKybI67EZuLH0w/wz+1kMAYUlsqx9Xwstl2IxVOdHfDaAC/4eVhR1dLHWHRqHo7efoSjtx/hysNM6Or6xNHcCAFtrOHjaoFuLhbo4mKh0TlcVRhjiM8sxIm7KThyMxnno9PBGP973Ho+FvuvxOPNQd6YEeSl9nsljadFB7wcx8Hf3x+nTp1CbGysWsdVRUVFCAsLg7+/v3CxU7a1PXfunMa2lNNU2+P26tULR44cwblz5zQC3nPnzsHY2Bhdu3at9+9FKigDXtfslIqJNejFGxs2ALduARcuAMnJQHAwH4DWZ3XypCTg33/5APfoUSAtTX3+P/+oB7yursC5c3yw2xLa7n38MfC//wFXr/IZBidOAGfO8D1EK928CWirpnr3Ll9i3cxKsZwsjDG+lzvG93JHSZkCV2IzceJuCv69lYyYdL6ZAmPA5dhMXI7NxOeHItDXywbP+7rgmW5ONboREkJIbZ2Nqrif9G1ro3UZtWGJ5FV3rFjfCkrK8M3Rimv/0tFd4edh3eCfy3Ec/D2t4e9pjdj0fPx05gH2Xo5HYakcjAH/3HqEf249Qg83S7w2wAtDuzjAgAKNVk+uYLgWl4l/y4Pc6NR8rctZmUjQr60t+ra1Qb+2Nmhja1qnjBGO4+BmbYJX+nrilb6eiE3Px7bzsdh98SEKSuTIL5Hjy3/u4q/rSfhybHd0ddGvc1BSf1r8U9ukSZNw6tQpfPXVV2rj8P7www/Iz8/HpEmThGlt2rRBYGAgQkJCcOXKFfj5+QEAysrKsHbtWshkMrV2YxMmTMDSpUuxdu1aTJw4URia6OrVqzhx4gQmTJhAnY00sNwivsMA54KsionOzvpvQCoF/voLeOopvuQ1NZUP3s6c0asTqyqtXw9s2gRc16zKJWjfHtBW3bdv37p9dmMzMOBLoQMCgPffB0pKkHv0KBK3bkXb6GgYhIXx+1hVRgbQuTNgawsEBgL9+vHf289PvYp3EzM0EKFvWxv0bWuDD57piIikXBy5mYS/bybjXkpFL+HKkt+PDt7E0C6OeN7XFf29bSGmHq8IIQ1ENeANbGurdRnVEqPiRi7h3X8lXqjKOaybY6MEu5V52JhiyaiueGdIe+y6+BBbzsYgJZdvunYtLgtv7QqDq5Uxpga2wTh/V5gbUT8NrUlRqRxn7qXh6O1HOH7nkVrVYlXe9mZCTa8erpY1blNeEx42pvjo2c6YGeyFdcejsOviQ8gVDBFJORi14SwWPt0RY7tZNdjnE03NMuDdvn07YmP54URiY2PBGMPnn38uzP/www+F91OnTsW2bduwbt06ZGdnIygoCNevX8eGDRswYMAATJkyRW3ba9euRVBQEIYOHYp33nkHtra22LlzJy5duoSNGzcK1Z8BfjzIBQsWYPny5Rg4cCAmTZqEtLQ0rF69GnZ2dli2bFnD7ggiVDV1zM/gJ3Ac4OBQs43Y2ADHjwNjx/JB765d6sGuQlF1CWRODnDpEjBwoHp72sREzWBXJgOefJJvYzx0KNCmTc3S2lIYGkIeGIg7ZWVwCA6GpUKhGcT+9x+/b1NSgN9+418A37GWr29FANynD1/q3QyqnXEch87O5ujsbI55T3VAVEouDt9Ixm9XE/Agjc8pLipV4OC1RBy8lggXS2NM6O2OFwPcqH0OIaReFZXKERKZCgCwNJGgi462sIZN1IZXrmDYrDLs0NuD2lWxdMOzNDHEmwO98Wp/L/wZnohNp6OF/hriMwvx2V+38cWROxjSyQGje7ogqL0d9e7cQqXnFeP4nRQcvf0Ip++lah1JQ8RB6DV5cGcHtGmC8ZvtZUb47LmueMHfDQt+vY6IpBzIFQxLD0fg3D1rPGXZ6El6bDXLgHfz5s0aw0h89NFHwnvVgFcsFuPw4cP49NNPsWfPHuzevRtOTk6YN28ePv74Y4jF6uO8+fr64uzZs1i0aBG+/PJLlJSUoFu3bti3bx/Gjh2rkZalS5fCw8MDGzZswJw5c2BmZoYhQ4Zg2bJlcGtmHfW0RsoqzXZ55QGvnR0fMNWUpSVftfjePaDSmM2YMYMPXH19AS8vIDcXePCA78wpLg6IieHrt16/zrezVRoyBFixgi+xVAa4ffrULn0tnbWWXH0bG2DkSODkSfX2v6WlQGgo//rmG75Tr5wcvjReibFmEQB728sw+0kZZj3hjatxWTgQFo8/w5OEoQoSsgrx5T93sfpYJJ7u6oRJfTwQ4EltxgghdXcqMhUFJXzPsUM66a6SK22iYYlORaYitrwJSH9v23rpnKo+GBqIMMbPFc/7uuBsVDp+PBONk3f5jIOSMgUO3UjCoRtJsDKRYISPM4Z3c4K/pzXV1mnmHqTl4+jtZL49bmwmFFpq7xtLxBjQzhZDOjvgiY72sGkmGdHdXC3wx9uBWH0sEhtO3AcAnLiXgdvGYnT3KwL1+9jwmmXAe/LkyRotb2ZmhpUrV2LlypV6Le/j44O//vpLr2U5jsPMmTOrHA6DNAy5gqGgRA6OKWCVWx7wOjnVfoNiMdCxo/o0xoBDh/j2vZcuVb1+aKh6wNu/P196aau9mtljb9Ag/qVQ8D09nzvHd+J17hzftlepZ0/1YBcAXnqJX6ZPn4pXE7YF5jgOvu5W8HW3wkfPdsaJOynYcykOJyNTwRjfbu7P8ET8GZ6ITk7meG1AGzzbncaGJITU3sHwROH9sG66733qVZqrHlqFMVZvGXK/hlV0APpKX48qlmwaHMehfztb9G9ni8hHudgV+hB/hiciPZ+v8ppZUIpt52Ox7XwsrE0NMbiTPYZ2cUSgty2MJOJqtk4amkLBcC0+S+h0KkqliZEqWzMpBneyx5DODs362EnEIrw3tCP8PKzwzp5wZBeW4lEhh0nbrmPzFCl6ulMV54bULANeQgAgr7x016owFxJ5effxdQl4tUlJAezt+YBXG0tLvpOs3r359qiqJBIKdvUhEgFduvCv117jp6Wn8x2JXbgAuLhornPmDJCQAFy7Bnz/PT/N0pI/DsoAuFcv7SXLDUxqIMbTXZ3wdFcnPEwvwM6Lsdh3OR4Z5Q9REUk5mLc3HCuP3MWUQE+81MsdFsaPYak/IaTWUnKL8O8t/r5kbWqIft7aO6wCALGIg7FEjMJSOfKLtQe8+cVlmPrzJVxPyMLS57phjF/dRpjIKSrF0duPhPQN7GBfp+01tPYOMiwe2QWLhnfC6Xup+O1qIv69lSy0ec7IL8Hey/HYezkeJoZi9Pe2xYD2dhjgbQsPGxOqtdNIikrlOHefb497LCIFqbnahx1ta2eKIZ0dMaSzA3q6NWx73Pr2REcH/Pl2f0z+6QIepBcio6AU43+4gDXje+Lpro5NnbxWiwJe0mzlFvPVRu2V1ZmB+g94HRyA8HB+TNq7d/kqzFIp39mUqytgZla/n0d4Njb8MFHDh2vOy8nhA9mkJL50WCkrq2K4J6Vt2wCVjukam7uNCT54phPeGdwef99MwpazMQiPzwYAJOcUYcXfd7Du+D28GOCOqYGecLOmTu4IIdXbcT5W6HH5xQA3SA2qLrUylRqgsFQu9HtR2e6LD3Exhr+XLvnzFkb2cK7T8Cj/3nokBIsjuju1mNosErEIT3R0wBMdHZBbVIpjEY/wz81HCIlMRWEpn1lQUCLHv7cf4d/ygN7N2hj9ve0woJ0tAjytYSdrHtVkW4uM/BKcKG+Pe+peRTV+VRwH+LlbCZ1Oedm17GczdxsTbJ3UHdN+Oo+oHBGKyxR4Y+cVLB7RBZP7eTZ18lolCnhJs6Vsv9ugAa+SlVVFySFpWubmfHvp3Fzg8mW+FDg0lP/76JH6sl26qP9/6hTw4YfqJcHaSpDrmZFEjNE9XfFcDxdcisnEptPROBbxCIwB+SVy/HT2Abaej8Gz3Z3w1iBvtHeQNXiaCGkuDhw4gJUrV+LGjRswNDRE//79sXTpUnSvbgzwx1RqbrHQGZSBiMOEXu7VrmMmFSMtD8gv0R7wHo+oGNovp6gMNxKy4VuHKpTHbldci0f2qMHICc2IzEiC0T1dMbqnK4pK5Th9Lw3/3krG8TspQo0dAIjLKMTuiw+x++JDAICnjQn8PKwR4GkFf08rtLUzoxLgGpArGMLjsxByNxUnI1NxPT5L6/i4RhIR+nvb4anODniik32r6xjS3MgAb3RS4ESeA/66xTeP+uSPW0jMKsT7T3dsUaXWLQEFvKTZUga8UbZuOPTmxxhuw/g2oeTxIJNVtAMG+PbWsbEVwW9YmHqbaoCvCn36NP9ScnHhA9/evfmetn191Xvbrkccx6FXG2v0amON6NQ8bD7zAPuvxKO4TAG5guHgtUT8EZ6IZ7o64u1B7ZpNJy+ENJTNmzfj1VdfRdeuXfHFF1+guLgY69evR2BgIM6cOQMfH5+mTmKzwhjD/367gfzyUq6XernrVTPEzIh/nMsrKtPaTvdOco7a/5HJubUOeIvL5Dh9j+8EytrUED3cWn7bQyOJWCg9VCgYbiXm4NS9VJy5l4YrsZkoUen9Oia9ADHpBUIbZksTCfzcreDrYQU/Dyv4uFrC2LB5tiNtKglZhTgXlYaQyFScvpcmdPxYmbWpIZ7syLfHHdDOrtXvRwMR8Nmz7eBpb4H1J6IAABtPRSMpuwhfjutebc0Ooj8KeEmzlVXA57AmmtvjwVP9gSeadsgD0sQ4DvD05F8vvqh9mQcPNKclJAC//sq/AL469cSJwJo1DZVSAICXnRmWju6G+U91wI4LsdhyLgYZ+SVgDDh8IxmHbyRjcCcHzHrCGz5ulg2aFkKaQlZWFubNmwdXV1ecPXsW5uZ8Bs+LL76Izp07Y/bs2RojMjzO5AqGZYcj1NrGzn5Sv/ueqSH/OFemYCguU6h13JORX4LMAvUAI/KR9g6A9HHxQYYQkA/sYNfqejcWiTh0c7VAN1cLvDXIGwUlZQh9kIEL0em4EpOJ6/HZagFwVkEpjt9JwfE7fCm6gYgf3s7XnQ+A/Tys4Gxp3FRfp9ExxhCXUYgLD9IRGp2B0AfpiM8s1Ll8R0cZgtvbYXBnB/i6W7W686k6HMfh3aEd4GRphI9+vwkFA/4IT0RKbhE2TvKnPkDqCQW8pNnKUrlBW5oYNmFKSIuxaROwdGlFKXBoKHDxIl89Wik9XX2YJKU7d/i22/XcE7TyofXVAW2wK/QhNp6KFjriOBbxCMciHiG4vR3eG9oBXV0s6vWzCWlKv//+O3JycjBv3jwh2AUAV1dXvPDCC9i8eTNiYmLg6enZ6GlLzytGZlY+JA9jAAAMAOM4MAYwDmDg34PjwDigxNEFkEj4+WAQ5edBlJ1dvg4D4zgoUPGgzsDx08QGKLOwhLLGJmMAl58LrrQMeQUFeJBYAONbCUjhMrHnSgJuJPB9AHAcsHJMd73bi5pJKx7n8orL1ALe+6mawW1cZkGN9peqE3dShfdPdnSo9XZaChNDAwzqYI9B5R1zFZXKcTMhG5diMnElNgOXYzPVnlfKFAzX47NxPT4bW87FAACcLIz4EuDyILg11e7JLy7DzYRshMdnITwuG1cfZiIxu0jn8uZGBhjQzg7B7e0Q1N4OjhZGjZja5mtibw84yIzw9u4wFJUqcCE6Ay98fx4/Tw2oUYZJUakcOYWlyC+RQ6GtrrgWksg7MIy4Da60FBCJwEQi/iJU/peJRIBIBIWFBYr69ldb1zD8KkS5ueXLAuBEwvLKFxOJILd3gNxRpVmiQgGUlcHSwrRRho+igJc0WxkFFW1orE0p4CV6srcHRozgXwAgl/PDIp05Axw9Chw/Djz1lPo6OTmAjw9f+vvcc8Do0Xz153ocU9nE0ACvDvDCy308sOdSHL4PuY+k8oeCkMhUhESmYoSPM+YPaQ9PW9N6+1xCmkpoaCgAoF+/fhrz+vXrh82bN+PixYtaA14vLy+d242Li4OLiwuysrJqnbb1J2Nw/O/LOPXDa3otHzzjB8RaVbRVfTnsED4/+l2168VaOiJ45o9q0zb9+hmGRPH75kmV6c9LpMg3NEapWAJzYwMYlE1E1qJFauvK+vUDysqEB1Hl3yU5xXi3vBmQ6UET5K5aCXlgIBSM4UZsCronReKLv9cC4AN7qUSMsq9MKsY7F4vBTE0BExPkb9rENykpJ7pxA+KICCg8PaHo0AHnoviSTA5AN3tJnY5DS+VtKYJ3Dxu81MMGjDHEZhTiWkIuwhNyEZ6Qg+g09RLNpOwiHLqehEPXkwAARgYidHYwgaOIg8HdZPTyVtSpE7HGwBhDRkEpolILcD+tAHcf5eNWch6i0wq0jomrZCjm0N1FBj83C/RtY4muzjIYKEtxWRGysnQHx61ZbnlGfK5Khry/sxSbXuqK2ftuI7OwDHcf5eK5DWewflxntLfX/lygYAxn7mfiSEQabsWkoTgpFbYFWbDNz4JtQRZsyt/bFGQLf0dO/gZyUUWm2MKTP+P10F+rTfN1R2+MnLxabdqene+jd/ytatdd3/cFrAp6RfhfWloMh7wMDB4WgNnBtR/WTKFQQKRHQQUFvKTZyiwPeNunxsAxwxkottYcr5WQ6ojFQNeu/Ov11/mHRdXenwHg8GGgpITvGfq77/iXlRUwbhzwyitAv34VD4Z1ZCQRY3I/T4zv5YZfryRgw4koJGTxD0d/hifi7xtJGN/LDbOfaAd7c8r5Ji1XfDzfxtHVVXMIHOU05TI1VVRUVKfq0HEPReCgX+mHNnVZFzrWNSkthklp+TAsOcCDW7dwvdJ3HHHvHkRlmh1Tqe3hVODCuXM4nCzHnmgRiuUc+pYUolNqjPpKCdpTd/rCBSgMKzKZO+7ahQ579wr/bzGzRoR9G8S5eOGR/CQivbyQ7+jYZOOkNxdWAAaaAAPbAQVtgJhcDg9yOTzIBWLzOJQoKu4hRWUKhCXkARDjcNx9SERRaCNjaGfO0M6Cwc2Ub9/ZFIrlQHoRkF7MIa0ISCvikFzIIakAyC+r/j5oKGLwlDF4m/MvDzPAQJQBKDKQfR84e78RvkQLEhYWpjHtrQ7A9xFipBVzSMkpxtvfn8ZkyzT0ZOkwysyEUUYGkv39ccvGA3ujxYjL59Az4Q5Cdryr12daFeYgzbSi7X2aiX61yxRanoNEepYiM6ivKyqvGfPw4UOEhMTotQ1tioqKYGJSfT8HFPCSZiuzvJfEzb9+BrefHvFD1aSnN3GqSItnoOWy5+jIlwj/+y9QXP7AmZkJ/PAD//Ly4oc/mjSJH5e5HkgNxJjQ2x1j/FywK/Qh1v8XhfT8EpQpGHZceIhfryTg9eC2mBnspVY9kZCWoqCArzYr1ZJRaWRkpLZMZdHR0Tq36+XlBYVCgeDg4FqnreROGuzFEoQOGA6OMQAMHKsIZDnGP55x5Q9zT/h6IM/SBhzHl2y2EXXBjZwnVZZl/LIcBzAmTMuztMHk3i78tsqf9ySxvogyl4DJ5SgpLoaRxACmpcWQlRXBqKiAr1YIwKlDB1hV/o6WllCUloJTKPiMO7kc4DiUKRjKyocxkog5dO3eHeOvVlw3GMeh0EBakU4wGAqlbAyQy8ExBiYWY8DgwWoZfMZ//KGWBMe8DDjmZQDRV4Dy/gGZqSlKRo1C4YYNtT4mrVmZgiEqJb+8FDgHV+NzkJxTUYutVMEhMptDZDaAOL6H4h4u5ujsaAo3K2O4WRnB2UIKaxNJre4HjDEUlSqQU1yGnMIypOaXIC2vFKl5JUjLK0FqXglScksQn1WEjALtHUppI+aAdvam6OJkhq5OMnRxMoOXrUlFCS7RKTc3F2FhYfD19YVMpUaF0eefQ3T/PiYmJiHrfhysstNgVFaisX6mvTfWPvIWhi/LMNGvmnyZ2ACjXSVIdqkYO1tiNhC/OZihzNAQnIKBYwr+GsaU7xXgFAw5ljYY0VV9zO2op0YhM61X+TJ8YYKo/L2wvoLBsHsvtXUNSophVCSDr68Xgjva6r/jKlHeS6pDAS9ptjILSgHGKoYlcm6ZQx+QFmDgQP6VmwscOQIcOAD88QegfBiPjgaWLAG2bgXu36/XkgypgRhTA9tgnL8bfjwdjU2nopFfIkdhqRzfHIvE3stx+HB4Jzzd1ZGGviAtijLXvViZiaSisLBQbZmaEolEsLS0rHXaxvWxxLg+3sBbT+u1fM/KE17wA/C2Xuv6V57wHF8VOisrCyEhIQgODtb6XYzKX2pSUzWWA4A/rsRj/r5wAMDiEZ0xJbANcPWQMP+Ce3f4ffA7gtrZ4citZADA6QWDKnqAZgwoKgKXlwdLq0q9Lk+Zwg8BFxmJuDOXIbt/F5ZF6u2Cufx8SA0NIa38PYYN42vL9OwJ9OjBv2xr/3DbktlaW6FPR/49Ywy3Yh9h59GLyDVyxJX4XKGJCwC+DWdMFi7EZGlsx1gihrWpIWRGBpCIRTA0EMFQLIKBmEOpXIFSOUNZ+d/CUjmyC0uRU1iKsqrqHevBXiZFewdZ+csM7R1l6OxkThmy+sjNBe7dA+7eBSIjgchImN2+jR62tpDt26f++z98mG+GBaCqlrsXL9xFaX8/AHzHX+89PwiKm4EQOdgDDg588y4tfw0sLLBI41kiAMAkvb7KyxoTAvRaL0ivpWpOn+rMAAW8pBnLzC+BeXE+pPLy3MaGGoOXECWZjK/GPG4ckJcH/PYbsG0b3+6XMWDGDM1gt6AAqOVDuyozqQHmDm6Pl/t4YP1/UdhxIRZlCoaErEK8sTMM/dra4JMRXdDBkcbwJS2DarXlTp06qc1LSEhQW4bUjb15RSl6UnYRCst7UVblZWeqtlx6fklFwMtxgLEx/6pswAD+BWDOt2cRFpsJ59xUHAk2h/ndW8C1a8DVq3xQqyo7G/j7b/79rl0V011c+GV9fABvb74GjZ8fYPr49F3AcRxcLY3Qx54hOLg9LCws8DCjAOfvp+NCdDrOR6fjUY5mRhEAFJbKhWYw9c3BXAp3axO4WZvAw9oU7jbGcLc2QVs7M+o8tCaOHwf27asIcBMTNRYxAGDRpo3mus7OQsALKyswZ2ekyWxwodAQccaWeGRmg0flzQoAYHJfD3z4bGe+DfjZMw34pVo2CnhJs5VRUFJRugtQwEsal5lZRTXm+Hhgxw5g2jT1ZWJjge7d+RKQ+fMBd/c6f6ytmRSLR3bBxN7u+PSv2zh9Lw0AcO5+OoatPY1X+7fB3MHtW/34hKTl69WrF77//nucO3cOQ4YMUZt37tw5AEBAgH6lA6Rqbe3MhPd3knO1BkRt7cxgpRK0KJsN6atUrsDNxByA4yD1agPzFwcCGFOxQOW2fFFRfMd/pZWqyCYk8K+//qqYdv26+rjqly/znQy6uPABgPKvuXm99afQnHAcBw8bU3jYmGJ8L3cwxhCfWYjotHzEpucjJq0AiVmFyCwoQUY+/8ovKUNJmUJrh1EcB0hEIhhJRLAwkcDcqPxlbABzIwnsZFI4mBvBXiaFvbkU9jIj2MmkVFqrj4wMPpBVfW3ezNdkULpxA9i4scrNMJEInEIBVvl38+23fNMrJyfA2BgcADsAQYWl+OnMA/x29gFyyjuomxnkhYXPdKTaX3qggJc0W1kFpehIAS9pDlxdgYULNaevWsX38Lx2LX+TmjiRX65jxzp/ZDsHGbZN64Wjtx/hs0O3EZdRCLmCYeOpaBy5lYzlz3dDv7aPZ9VA0jI899xzmDNnDn788Ue88847wtBE8fHx2Lt3L/r374822ko4SI05WRjB0kSCrIJS3E7KQVyGZttovpSuouf59BoGvJGPclFSxrfR66ZtCLXKD91+fnxNmYiIilLga9f4V3a2+rKVz4OjR4H//U/zM0xN1QPgHj2A995TXyYlhc+wrIeaN02F4zi4lZe08uGObnIFQ0mZAmUKvqdniVj02I1l2yCKi/laXvfv882aIiP54QvT0jSXXbAA6NOn4v8OHSre29nxQx526KD2N9vGBiEXLiC48u+mfXutybEwluCdIe3xxsC2OHc/DWKRCEHtbCnY1RMFvKRZUigYsgpK4EABL2nOzMz4KoCFhXzvz1u3Atu386XCixcDdRxflOM4PNXFEUHt7fDDqWis/y8KJXIFYtMLMGFTKMYHuOGDYZ1oYHrSLFlZWWHVqlWYOXMmAgMDMXPmTJSUlGDdunVQKBRYu3ZtUyex1eA4Dl2czXE2Kh2pucX4+2aSxjLtHcyEDm4AICNfe5VZXW4mVASpWgNebQwN+arLPj7A5Mn8NMb42jE3bgAPHgDJyfy1VJWuTsvy8/m2kPfu8f8nJWkGvM88A4SF8QGvvb3uV69eQLt2+n2PZkws4spr/FDprF4YA7KygLg4vvbWw4f8+ebvD7zwgvqyEyZo1lzQ5s4d9YC3Xz/g/Hk+uK3cJl6plsN5GUnEeOIxGP+6vlHAS5qltPxiKBjUA14Xl6ZLECHaLF/OV2VeuxZYt46/gSkUfOC7axcwcyawaBHfC3QdGEnEmP1kOwzr5oQPDlzHpZhMAMAvl+Jw8m4qvnrBB4HeVNpLmp8ZM2bA2toaX375JRYsWABDQ0P0798fS5cuhY+PT1Mnr1UJbm+Hs1H8SAZ7L2sO9+RtL0NKTkXHSBn5+vfGCwA3VALervoGvNpwHJ8ZWFWG4Lx5wNNP820fExI0/yrHLrW311xX2bFXQQEQE8O/tFm9Gpgzp+L/Bw/4EmMLC8DSkn/pev/ii2pjFSM3l8/4VGaCUqlb0ygp4TNZVO3cCRw7xge3yiA3P19z3ZdfVg94pVLAzY0PiJWcnPggtmNH/q/y5VFpHFkLC/UAmDQ5CnhJs/Qom895dshTGYaIAl7SHNnaAp9+ypcybNgArFzJD2lUWgqsXw/89BPw55/AE0/U+aO87c2wZ0Zf7Lz4EF/8fQd5xWVIzinCxB9D8dqANnh3aAdIDSiXnzQvY8eOxdixY5s6Ga3eM12dsOzwHZ3zPW1MUKYyBnlNS3hvJOQI77u66DcESq116sS/dMnN5Ut3tQ0zN3AgH9ikpPCv9HTtpXSVg+WsLL6JSk4Ov35Vhg1TD3g3bqwoaRaL+cDXzIxfRiareN+xI/DFF2qbMvj7b776rIlJxcvYWPO9mZlmMPe4SEsDzp7lj1FWFt+ONjUVePSIP8bKvyUlfDCrmuFw5gywZUv1n3FfywDBK1bw+9zLix+S0LyBz3vSYCjgJc3So/JcaIdclYCXhiUizZlMxrffff114KuvgG++4W+8Njb1mtMrEnGY1McDT3a0x4L913Emim9PtOn0A5y+l4a1L/VEewfqyZmQx42btQmC29shJFJz6KJnuzvBQCyCtUqnVRk1aMNbKlcgIokPeL1sTSEzauJmFMpAUptt29T/Lyvjg15lAKx8Ve4wTaHgA9LsbD6oKqyiJ+TKn52nMkyTXM5vo3I7ZUBrb71Gq1cDFy/q/iylDz4Ali2r+L+oiC+RVg2MpVI+QFP+Vb7efVe9nfTdu/zwN8r5Egk/AkHll1QKjBqlno5r1/hSdoDft7pe3t7Ak09qfoesLL70vaCAv0dWfp+byx/DYcMq1rtxA3juuer3EcAfC9Xj4+ZW8d7EhP/fzY3vm0P518tLe/X2l17S7zNJs0cBL2mWkssDXvv8zIqJ1IaXtASWlsBnnwFvv80/nAwYoNl5Smoq35FFHThbGmPbtF746ewDrDxyFyVyBe4k52Lk+jNYNrobnvel4V4IedzMftJbLeB9uY87PG1M8WIA/9BvZVq7gPfeozyhw6o6VWduCgYG/DikDtW0e/TzqxgOBuBLXZWBq7JkUfmqPIRSu3bAiBF8sJabywddqu+VJczagvSiIs1p2lS+jxQU8IGrPqZMUQ94r17lq41Xx9qazyxQ9fXXfF8V1Zk0STPg3biRrwFVnYwM9f+rG3PbwqJivNmCAvX9PHkyf2xcXfntUHXzxxIFvKRZUpbwvjhhBbY964FA07LHtyoPaZkcHIA1azSnR0fzw2+8+SawZEmdehIViTi8OsAL/draYu6eq4h8lIeiUgXm7Q3HldhMfDyiM1VxJuQx4udhjW8n+mL3xYcIameHVwe0UevFVSIWwdzIADlFZTUKeCMf5QrvOzs/JtU6pdKKDq6qM3Ei/9KGsYqSSy1Vq4sXLIBBTg5foqws7Swo0Py/cu+9xcV8FdvCQs2hnyqTVCqRL9azOnvlceeV30cfZWWa00xMtAe8HFdRUm1mpllV3d0d+PxzvgMoS0v+r50df5+1swOMjHSnw8WFmsQRCnhJ85SczQe8cpEY1u3aAE6PyQ2WtH7z5/MPL6tWAQcOAD/8oJkLXkOdnc3xx9v9seTPW9h9kW97tjP0IW4mZGPDRF+4WrXc4TkIITUzrJsThnXTXSPK2tQQOUVlNRqW6H5qRZXddvZmVSxJNHAcXyJcuVS4XOnw4dWXYGrj5FRRbbq0lA98S0q0vyoHy8HBwC+/8PNKS/m/CgUfzCoUFS+pVPNzx4ypqP4rkfDBqfKl+r+Xl+a6v//OB9Gmpuptlo2Mqi55tbHhO4AkpJYo4CXN0kOVMQSdLYybMCWE1CPG+HZjyk5KoqOBwYOB6dP5Nr+62qTpwUgixvLnu6OnuxU++v0missUCI/Pxsj1Z/HDJD/4e1rX4xchhLRUVqaGiEkvQG5RGcrkChiItZTiVaIa8HrZUcDb7EgkmqW4Vamul+yqPPec/u1pK/P3r916hNRR9Vc5QprAgzS+y3gbU0NYmNAYo6SV4Djgf/8DwsP5tr1KmzcDPXsCoaF1/ogX/N1w4M1+cLfmS3Uz8kswYVMofr+aUOdtE0JaPtWOq7IK9Rua6H4Kf0+WiDm4WVEmNCGkZWkVAS/HcTpfeao95wEoKCjAwoUL4enpCalUCk9PTyxcuBAFBQVat339+nWMGDECVlZWMDU1RZ8+fXDgwIHG+FqPrfziMqTkFqPzo2h8eGYbP8bp7dtNnSxC6k+HDsDJk8B33/HtlQB+SITAQL7DK21tn2qgi7MF/ny7PwK9bQAAJXIF5u65hm+ORoLp2/6KENIqWaoEvJl6VGuWK5iQCe1pY6pXiTAhhDQnraZK84ABAzBjxgyN6UYqDdnlcjmGDRuGkJAQTJo0CUFBQbhx4wZWrVqF0NBQHDt2DGJxRQcv4eHh6N+/P6RSKebPnw87Ozvs2LEDY8aMwY8//ojp06c3ynd73Cg7x+ieFInR/+4A/t3B9+zXuXMTp4yQeiQS8UMYDRnCD3h/4QI/nMXHH/NDVPz5Z502b2EiwZapvfDxwVvYffEhAGDN8XuITc/Hl+N8IKGHVkIeS9amFbWmMguqL+GNzyxAiZzvobktVWcmhLRArSbg9fLywssvv1zlMlu3bkVISAhmzZqFtWvXqq07d+5cbNu2DVOnThWmz5o1C/n5+Thx4gT8y9sdTJ8+Hf369cP8+fMxZswYWNamowFSpWtxWQAAxzyVrvCphz3SWrVtC5w+zfdA+dlnfEch06bVy6YlYhGWje6KtnamWHo4AowBv19LRHZhKb6d6AdjQ+rBmZDHjWUNx+KNTs0X3re1197xEiGENGetKou/pKQEubm5OudvKx+MfP78+WrTZ86cCVNTU2E+AMTExOD06dMIDg4Wgl0AMDAwwOzZs5GdnY2DBw/W8zcgQEXA65CrEvA6OzdNYghpDAYGwOLFwKlTwJdfAqNH19umOY4fumjjy36QGvCX/BN3U/HKT6HI1rP9HiGk9bBWGYs3q6D6gFe1wyoq4SWEtEStpoR3//792LFjB+RyOaytrTF69GgsXboUDuUDjTPGcPnyZTg7O8PDw0NtXSMjI/j6+uLSpUtgjIHjOISWdx7Tr18/jc9STgsNDcXkyZO1psdLW3fs5eLi4uDi4oKsrKzafNVmQ5m5UFUmgz4Ss4sQci8DT3awgZ2ZIc5FpQEAvLKShGWyrazAWvj+am3q6/gTFV268K9K57rk999ROmxYncai7uVihA0vdMbcXyOQVyzHpZhMjPv2DL59sQtszWq+XTr+9UOhUECkbaxLQhqIlUpHkBkU8BJCHgOtIuANCAjA2LFj0b59e+Tl5eHo0aP46aefcOzYMYSGhsLBwQEZGRnIz89Hly5dtG7D1dUVp0+fRmZmJqytrREfHy9M17YsAGGZ2igqKkJISEit129OwsLCar0uY8CX18VIKODw26X7GOmuQGoef1q2y+T3b5GFBU6Gh9dLWkn9q8vxJ9Xz+Ocf9PjuO6R264ZL77+PUrO6PXC+3h74PkKMvDIOkakFmPDjRbzdRQ6LWsbSdPzrpqioCCYmNE4yaTxWNey0StlDMwB42VGVZkJIy9MqAt6LFy+q/f/yyy+jT58+ePPNN7FkyRJ8++23Qi/MUm2DaKOic6uCggJYW1tXubyhoSE4jtPZszMAREdH65zn5eUFhUKB4ODgqr9YM5ebm4uwsDD4+vpCVsvxQ2MzCpFwgX9gjswWIcPUDUACZMX5sM7NBAAYdOnS4vdVa1Qfx59UjcvIgHl53wR2N25g6KefIn/PHihqO35iuQF9C/H6L7eQlFOMlCIOP8fIsOmlrjUq6aXjXz9UO1YkpDGoVmnWp9MqZQmvg7kUMiMaJpAQ0vK0ioBXmzfeeAOffPIJDh06BABCDnpxcbHW5QsLC9WWq2r54uJiMMbqlCsvEolaTYdXMpms1t/lj4gstf+PRPDtdr0zK8YMNejSpdXsq9aoLsefVMPSEjh6FBg5EkhNhTgyEuZPPQUcOQL4+tZhs5bY+7oFxv9wAQlZhXiQXojX90Zg92t9YCfTnimoCx3/uqHqzKSx1WRYosz8EqSXL+NlS9WZCSEtU6u+03p4eCA1NRUAYG1tDRMTE53VkBMSEmBqagorKysAVVdbTkhIUFuG1N75++lq/ydmFwEARiuSKyZ27dqYSSKkeenTBwgNBTp25P9PTQUGDeJ7dq4DN2sT/DKjD1wsjQEAUSl5mLDpAtLytGcKEkJaB0sT1WGJqg54o9NU2u9SD82EkBaq1Qa8CoUC0dHRcHR0BMD3VOrv74/ExETExsaqLVtUVISwsDD4+/uD4zgAQK9evQAA586d09i2cppyGVI7CgXDheh0rfMGZapUCe/du5FSREgz1aYNcP480L8//39ODjB0KF/SWweVg957KXl4ZfNF5BQ1cO/NxcX8OMMLFwIvvQSMGwfMng18/z3w8GHDfjYhjzmJWASZEV/Br7oqzartd6nDKkJIS9XiA95Hjx5pnb5ixQpkZGRg5MiRwrRJkyYBAL766iu1ZX/44Qfk5+cL8wGgTZs2CAwMREhICK5cuSJMLysrw9q1ayGTyTBq1Kj6/CqPnTvJuVpvtjKpARyfewYYM4Z/0O/Ro/ETR0hzY2kJ/PMP8PTT/P+FhXxV5wMH6rRZN2sT7H6tD5wt+Lakt5Ny8OrWyygqldcxwVokJgLvvMMPMzZyJPDFF8AvvwD79wPr1gFvvAGUN0MhhDQcZTve6kp4qYdmQkhr0OLb8C5fvhzHjx/Hs88+Cw8PDxQUFODo0aM4cuQIOnbsiI8//lhYdurUqdi2bRvWrVuH7OxsBAUF4fr169iwYQMGDBiAKVOmqG177dq1CAoKwtChQ/HOO+/A1tYWO3fuxKVLl7Bx40ah+jOpnfM6Snef6eYIydihwPRpjZwiQpo5ExPg4EFg4kQ+SCwt5YPEp54C6tB7s7uNCbZN740XNp5HRn4JLj7IwNu7ruL7l31hIK6HfNHSUmDZMmDFCqCoqOplBw1S/z8lBbhzBxgwACivgUMIqRsrE0PEphcgu7AUZXKFzt/5/VSVEl57CngJIS1Tiy/hfeKJJ+Di4oLt27dj7ty5+PDDDxEfH48PP/wQFy9ehLW1tbCsWCzG4cOH8d577+HkyZN444038Pvvv2PevHk4fPgwxGKx2rZ9fX1x9uxZ9OnTB19++SXeeecdFBcXY9++fZgxY0Zjf9VWp3L7XaUX/N0aOSWEtCCGhsDu3cDkyYCtLV/qW8ehigDA294MW6YGwNSQvw4ei3iE93+9AYWC1XnbKCoCtm2rCHaNjIAJE/jS6Xv3gAcPgFOngNWrgQ4d1Nf97jsgOJjvpOvnn6sPmAkh1VKOxcsYkF2ou1pzdHkJr7FEDCdz6lGcENIytfgS3pEjR6pVW66OmZkZVq5ciZUrV+q1vI+PD/7666/aJo/oIFcwhD6oCHjFIg5yBUO/tjbw86CSc0KqZGAAbN4MxMUBdRyiSFV3V0v88Io/pv58CSVyBX4Ni4edTIqFz3Ss24ZlMmDHDr709s03gf/9jw/WVXl68qW4qkpK+IAXAK5dA6ZNA95/H3j9db5k28mpbuki5DFlVWloIhszzd7ZS8oUiM3gh1/0sjOFSEQ1LAghLVOLL+ElLdOtxGzkFpUBAIZ1c8QvM/pgycgu+KFNIbiffuLbJxJCdBOLNYNdxvgguA4CvW2x9qUeUD7bfh9yH79crIeOpPr2BWJigK+/1gx2deE4fnnVDgJTU4HPPgM8PIBJkwCVPhYIIfqxUh2aSEc73ocZ+ZCX1/Cg9ruEkJaMAl7SJFSrM/f1skGApzUm9/OE2crlwKuvAu7ufLs9Qoh+5HK+9LRHjzr/dp7u6oQlI7sI/y/6/SZO30vVfwP//cenRV6p46vyXvP1JpHwVZ9DQ/leql96iS/dBvh2wTt2AP7+fMnw/fs12zYhjzFr0+rH4o1S6aHZy46GJCKEtFwU8JImoTocUR8vG/7N7dvA0aP8e5kMaNeuCVJGSAu1fDk/rE9GBj9kUWJinTY3qa8npvdvA4BvgvDmjjDcTc6tfsVz5/gemL/7DnjlFaCsrE7pEPTpA+zaxbf3/eADQKV/Bty8CTg41M/nEPIY0GcsXuqhmRDSWlDASxpdmVyBSzGZAABbMym8lT0/rl9fsdCsWXyVTUKIfmbPrhjC6+FD4JlngOzsOm3yf8M6YUhnPpDMLS7DtC2XkJJbRadR0dF8sJtfXjKUm8tXs65Prq58j89xccAPPwCdOwOvvabZcdfOnUB4eP1+NiGthLWJehtebSjgJYS0FhTwkkZ3KzEHecV8qU8fL2twHAfk5ADbt/MLmJoCU6c2YQoJaYHMzYHDhyva9V6/Djz/PF/1t5bEIg5rxvdAd1cLAEBCViFe3XoZhSVaxujNzgaefRZIL6+9MXgwsHcvXy25IZiY8IHuzZvAkiXq81JSgOnT+QwAPz8+My0jo2HSQUgLZKVHlWblkEQcB7SxpSrNhJCWiwJe0ujOa6vOvH07kFeem/zyy4ClZeMnjJCWzskJOHIEsCn/Xf33HzBnTp02aWJogB8n+8PF0hgAcD0+G+/suQaFasltWRnw4otARAT/f6dO/DjBRo0wjAnHAcbG6tN++AEoLubfh4XxNUacnPg0HjlSf9WsCWmhVDutytAS8DLGhCGJXCyNYWxINa4IIS0XBbyk0am23+3btvzBfNeuigXefLORU0RIK9KhA/DHH/x4vQDflvbbb+u0SXuZEX6aEgAzKd9h1JFbyVgfEluxwMcf8+MBA3yw/eefgIVFnT6zTt5+m//O/v4V00pK+BLnZ57hg9+ZM4ETJ5oujYQ0IStT1Ta8mrVAUvOKhZEUqDozIaSlo4CXNKoyuQKXHvBVC+1kUnjZmgJJSXwPrADQpQvQvXsTppD8n737jm+qagM4/ku6F920pQXK3qOA7FFQQEARAVFRlKHgRBkqiuILKiooKoqCCjJdIENZIljKLqMs2dBBW0r33m3y/nHbtOku3e3z/Xyiyb3nJiek7c1zzznPI+qAvn2VUc4cM2fCgQPleso2zlZ8M9FDV65ozYkQToSrMNy/X0mYBUoG5T/+gBYtyvVa5WZjo9TpPXVKmdo9axY4Oubuj4xU/n0WLKi2LgpRnWzMii9LdCtPhmYJeIUQtZ0EvKJK/XcnnqTs9X99mtsr63cPH85NbPPII9XYOyHqkGefhTfeUO5nZcHcuaDRlOspPds05P2Hc8sVeZ+PwXj6jNwGn3wCgwaV6zUqXKdOSi3f4GDYuhUeeyx3CvSECfptMzNhzBj4/HNlbXBFJ9wSooYwNlRjlT1jo9CAN2/CqoayflcIUbsZVncHRP1yJE8tT9363bNncxv06lXFPRKiDvv4Y2VdbVQUbNsG6vJf43y2rzv+kUmsPRaAYUYG/sbWtCFaSVg1e3YFdLqSGBvDo48qt6Qk2LkTPD3125w8CTt2KLe5c6FhQ+jfX7kNGKAkwTKU06aoG2wsjEhIyyw0aVXegLe5g4zwCiFqNzlziyrldS034B3Y2kG5M3q0ktzm7Fklo6oQomIYGMAvvyiZkk1MKuxp3x3Vjht34zjqB6Of+oz3z25h1LefY61SVdhrVCoLCyWBVX6HD+s/Dg9XRoW3bs09rndvJQBesKBCLiAIUV3szI0Jik4hLiWDLI0WA3Xu729OhmaQEV4hRO0nZ2tRZWKT0zl7W6m/27KhJW625sqOPn3g/fdh+3Zwda2+DgpRF1laFgx2yzlV19BAzaePtMbFTEuakQnv9HyK6bsDSM8s35Tpavfmm3D5MnzxBYwcWTDxVlKSshZ60yYJdkWtl1OaSKOFuBT9xFW3wpURXitTQxwtK+5imRBCVAc5Y4sqc/hGJJrs79mD2zgW31gIUTliYuDBB5WR33sRGQkpKViaGDK9XRb22dleffyjmb/tItravO5VpVJKKr3+OuzapdTuPX8eVqyAJ57IvSDXr1+1dlOIipA3kA1PSNXdT0rLJCQ2BVAuTqtqy8wNIYQoggS8osr8ezVcd9+zTUNltEQIUXWioqBnT9i3D6ZOhTNnynZ8VpaS9Kl3b9Q3bmBnAl+Oa4eJoXIq2XwmmJXefpXQ8WqiVitZ4196SblAEBQE/v7w7rvV3TMhys3FOrdOdmhcbsCbd/1u64ZWVdonIYSoDBLwiiqRmpHFP5fDAGWKVI+mNjB0KIwbB3516AuyEDWZnZ2SfAkgNVXJSBwWVvrjP/wQDh6ECxewePpp0Gjo1MiKzyd00TX5dO9V9v4XWqHdrjFUKnB3h5Ytq7snQpSbs7WZ7v7dPAHv9bDcgLeVkySsEkLUfhLwiirhfT2CxDSliP3wDs6YbP5dqb27dasS9NbmaZBC1BYqFXz3nbJuHpRSPePGQVpaycd6ecHChcp9AwOSv/xSt471oc6NmDO0ta7p67+d40JwbMX2XQhRoYoa4b0RnqC737KhBLxCiNpPAl5RJXZeyB3xebhlAyU5TI5PPlG+iAshKp+JiXKhKWc96tGj8MorxV90Cg+HiRNz2yxaRFZO0JztlSEtGeuhPGdqhoZp605zJ3sdoBCi5nHOE/Dejcv9Xb2pN8IrU5qFELWfBLyi0kUnpfP3pbsA2Jgb0X/LaggJUXaOGgXDh1dj74Soh5ydlazoptlfeH/8Eb79tvC26enKKPBd5XeYoUNh3rwCzVQqFR+P68R97rYARCSkMW3d6QLZX0XNkZqayg8//MCYMWNo1qwZZmZmuLu78+ijj3L69Okij9u6dSu9e/fGwsICW1tbHn74YS5cuFBo2+TkZObNm4e7uzsmJia4u7szb948kpOTK+ttiVIqaoT3evYIr4WxAY3ytBFCiNpKAl5R6TafDtKVK3neOQuDz5YqO4yMYNmyauyZEPVYjx5KoJvjtdeUact5abXw4otw5IjyuFEj2LChyJI8JoYGrJrUgyZ2SsmxK6HxTFrtQ1yyBL01UUBAANOnTyc8PJzJkyfzzTff8NRTT+Ht7U3Pnj35+eefCxyzevVqxo0bR1JSEp9++invvvsu//33H/369eP8+fN6bbOyshg5ciSffvopAwcOZMWKFTzyyCN89tlnjBo1iqysrKp6q6IQ1mZGmBopv8s5AW9SWibBMZKhWQhRtxhWdwdE3ZaWmcX644HKA62WKb8uU0aMAObMgdatiz5YCFG5nnpKKbuzdKmSgXnsWLh4EdzcQKNRyvOsWaO0NTVVRoWdnIp9SjsLY9ZMvo/HVx0nKimdC8FxPLX6BBun9cLG3LjS31JdcOjQoXI/h7u7O02aNCm2jaOjI76+vnh4eOhtf+qpp/Dw8GD27Nk88cQTqLMvcMTGxjJ79mzc3Nw4evQoDRo0AODxxx+nffv2zJw5E29vb93zrFu3Dm9vb1599VWWL1+u2968eXNef/111q9fz5QpU8r9XsW9UalUNLY150Z4IrejksnSaLkcGq9budC+UYPq7aAQQlQQCXhFpfr9dLCunt/Cu0cw99qv7GjcWEp7CFETfPwx/Pcf7NmjBMA5a3tz6s+CssZ+7Vq4775SPWXLhpb8Mr03E384QWRiOv+FxDP2u2OsefY+3B0sKud91CGenp7lHll7//33WbBgQbFt7O3tsbe3L7C9ffv2dOjQgbNnzxIeHo6zszMA27dvJz4+ntmzZ+uCXQA3NzcmTJjA6tWrCQgIwN3dHYD169cDMGfOHL3nnzFjBvPnz5eAtwZo4WjJjfBE0rM0BMckcyE4Trevk6tN9XVMCCEqkAS8otLEJKXz1f7rALQP82PS77lX+FmxAizki68Q1c7AAH77Db76Ct5+OzeBnIcHzJ+vlCJaswYef7xMT9vayYpfnu/Nkz/4EJmYhl9EEmO+PcqyCV0Y0rb4UWIBgwYNYtCgQWU+TqvVsmjRonK9tkaj4e7duxgbG2NjY6Pb7uPjA0Dfvn0LHNO3b19Wr17NyZMncXd3R6vVcvr0aRo1akTTpk312pqamtKtWzdOnTqFVquVabPVqLlj7nnYLyKJi3myq3d2s66GHgkhRMWTgLcUtm7dypIlS7h48SLGxsb079+fjz76iM6dO1d312osrVbLgj8vEZmoTF9+0iAcdWp2FsgXX4SHH67G3gkh9FhZFT7jYsECJbFcr1739LStnKzY9lJfpq49xY3wRGKTM5i69jSPdXfjrRFtcbA0KWfH6y5PT88SR2iLUt6A9/vvvyc0NJRJkyZhapqbtCg4OBhQRnTzy9mW0yY6OpqkpCQ6dOhQ6Gu4ublx+PBhYmJisLOzK7C/efPmRfYvKCgIV1dXYmNjS/2eaqKEhAS9/1cHF4vc9fgXAyM4HRANgJGBCifTrFr/b1yT1YTPX1Qf+fwrhkaj0S27KY4EvCVYvXo1zz33HB07duTTTz8lLS2Nb775hn79+nHkyBG6dOlS3V2scbRaLcv+uc5f5+8AYGVqyLBl82FwW1i1Cj7/vJp7KIQoFUPDew52czS2M+ePl/oy+7dz7L8SDsDmM8Hs/e8urwxpyeR+7pgYGlREb+uMDh060LBhw1K3T0xM5JNPPtE9dnBw4Pjx47xbxLKRcePGFVi3m+PIkSO8/vrruLm58Xm+v9U5mZVNTApeqMgJjHPaFNc2f/vCAt6SpKam6q0Xrs18fX2r7bXjkyDnq+CWk/4EJymj7U0tsjh25HC19as+qc7PX1Q/+fzLJzU1FXNz8xLbScBbjLIm6Khy8fGweXNubcy8dTTzb3viCbDOMz3p4kU4fLhgu/z/t7aGZ5/Vf90dO8DPD5PkZFrcuoXJxYtgZgZaLfEp6Zw4eZ0uVy7Tte8TnGvUhiXjOuPUwFRZH/jkk0VmeBVC1E0NTI344Zke/HYqiA93XSExLZOEtEw+3nOVTT63eWdkW4a1d0atlqmtABcvXixT+8TERD766CO9bXv37mXv3r2Ftm/ZsmWhAe+ZM2d46KGHsLa2Zt++fTg6Ourtz/lSkZaWVuDYlJQUvTbFtS2sfX5+fn6Fbgdl9Fej0dzTlO+aJCEhAV9fX7p164aVVfXUu83UaPnmyglSMjTcTsr9/Rve1Z1BfRtXS5/qi5rw+YvqI59/xcg7C6k4EvAWo6wJOqrS6YBo/E6cZ8Jzz5Wq/UaLlsS5KuuotFotHbdvwfPrkqe9xbo05gfnXtnHgRYY+/FXtPLxwgzomK99A2BY9n0/OzdGT3+UEZ1cchtIsCtEvaRSqXiiZxOGtGvIsn3X+e10EFot3I5O5oWNvjhYGtOtiS1N7c2xMlXKpRio1dT0ELizmzU93Ms+QlmRnJ2d0ea94HkPfH19GTp0KKampvz777+0a9euQJu805bz7w/Jrq2e08bOzg5zc3PdFOf8QkJCdHV874VardZbX1ybWVlZVet7ua+ZPYeuR+htG9m1CTY2soa3KlT35y+ql3z+5VOa6cwgAW+xypKgI7/KXn+069xt/vW6yYRStv/hsB+BtrmF5Z++GoFnKY6LS8lghdctvW3dopJpVYpjxyX7YdDRVtYA1VGy/qR+u9fP3xiYd38TxnS04/MDAZy6rWSFjUxMZ9/lsIruZqWb2seNljb3fiGvtOuPKtPZs2cZOnQoJiYmRQa7AD179mTlypUcO3aMoUOH6u07duwYAPdlZ/JWqVT06NGDQ4cOERgYqJe4KjU1FV9fX3r06CEJq2qAsR6uegFvJ1drOjSSYFcIUXdIwFuMsiToKKvyrj8Kuq0mytyGecNfAUCb/aVBmz0eolUBuvsqosxt9I4/1rQLs0bNzncseo9BRbJRwakCq3qNZXt7z0KPtTQGVwczmnVwBhcHqCNrrETRZP1J/Vaez/+pRtDFTMWJcBU34lSkaWpf8HP79m28vQPu+fjSrj8CuHDhAufPnyc4OJiMjIwC+1UqFe+9916ZXv/s2bM88MADupHdNm3aFNl2zJgxvPbaa/z444/MmjVLN/MpODiY33//nf79+9OsWTNd+0mTJnHo0CE+//xzvTq833//PUlJSUyaNKlMfRWVY2QnF9YfD8D3dizGhmref7h9dXdJCCEqlAS8xShLgo78Knv9kXNYEg9EJaNSdSUnsFWplHsq0F01z4l7+5FbbUSFCpWqHTA037bc9nm3PZa7Kbt9R1QqSElJ5vr167Rp3QZLC3Ma25pib2F8z+9J1C6y/qR+q6jP3xN4BWUtYVh8Gnfi0kjJyCI9U0OmpnzTdKtCM3tz2jjde4m10qw/iomJ4emnn9atyS1q+nJZA97AwECGDh1KTEwM7733HqdOneLUqVN6bYYOHYqTk1JGytbWls8++4wZM2bQr18/ZsyYQXp6Ol9//TUajUYvqAWYMmUK69ev5+uvvyYuLo6BAwdy4cIFVqxYwYABA5g8eXKp+yoqj7Ghmt9n9OGEXzQtGlrgYm1W3V0SQogKJQFvMcqSoKOsyrv+qJeNDeXLnVp+sbGxaO5ep38bZ1l/UI/J+pP6rSI/fwc7KLyITd1VmunMr7/+Onv27GHYsGE89dRTNGrUCEPD8p++/f39iYqKAoouZeTl5aULeAGmT5+OnZ0dS5cu5c0339Qr1Ze/aoGBgQG7d+9m0aJF/Pbbb/zyyy+4uLgwe/ZsFixYgIGBZOeuKQwN1PRv5VDd3RBCiEohAW8xypKgQwghhKgMf/31F/369Ssy6/K98vT0vKdkV+PHj2f8+PGlamtpacmSJUtYsmRJmV9HCCGEqAiSMrcYPXv2BHKTceSVP0GHEEIIURkyMzMLTZ4ohBBCiJKptOWtZVCHxcTE0LRpU6ytrbl06ZJego727dvTpUsXDh8ue2F2MzMzMjMzady4dte402g0pKamYmpqWu1ZRkXVk8+/fpPPv2IEBQVhaGioWyZTGE9PTxwcHNiyZUsV9qzmknOoqAvk86/f5POvGKU5h4KM8BYrJ0FHcHAw/fr145tvvmHZsmUMGDCg0AQdpWViYlIh66+qW0hICFFRUfKLWk/J51+/yedfMQwNDQtNjJjX/Pnz2blzJ0eOHKmiXtVscg4VdYF8/vWbfP4VozTnUJAR3lLZsmULS5cu5eLFi8Um6KhvcmoNF5eRWtRd8vnXb/L5V63NmzfzwgsvMHr0aLp164a1deF1Up955pkq7pm4V/I7VL/J51+/yedftWr/JdIqUJYEHUIIIURFSk9PZ8+ePcTFxbFu3TrWrVunKz2XQ6vVolKpJOAVQggh8pGAVwghhKjB3n77bdauXUv79u15/PHHK6wskRBCCFEfyBlTCCGEqMF+/fVXOnXqxKlTpzA2Nq7u7gghhBC1iqyUFkIIIWqw2NhYhg0bJsGuEEIIcQ8k4BVCFEulUhVYL5gjIyODZs2aoVKpeOedd6q4Z0LUD+3atSM0NLS6uyGEuAdyDhWi+smUZiHEPUlLS+Pu3bsAfP3117zyyivV3CMh6qY5c+bw/PPPc/36dVq3bl3d3RFCVAA5hwpRdSTgFfdMUqnXX/v27SM+Ph5DQ0M2btzIY489Vt1dElVMfv+rjqurKw8++CC9evXi9ddfL7Ys0cCBA6u4d+Jeye9Q/SXnUCG//1VLpjQLIcrk559/5qGHHkKtVrN3795CT9QqlQpPT08iIyOZPn06Li4umJiY0KFDB1avXl3kc//999+MHDkSBwcHTExMaNGiBW+88QaxsbGFtg8ODuaVV16hefPmmJiYYG9vz+jRozl16lRFvV0hqp2npyfbtm0jLi6OhQsXMmbMGAYPHlzoTQhRs8k5VIiqp9Jqtdrq7oQQoubKWXuk1Wr58ssvmT17Nk5OTuzZs4euXbsWeUyXLl1ISUnB2NgYT09PUlNT2bJlC7GxsaxZs4YpU6boHbNo0SLef/997O3tGTVqFA0bNuTChQvs27eP9u3bc+zYMb1RLV9fX4YNG0Z0dDTDhw+nQ4cOREZGsn37dlJSUti2bRsjR46stH8XIarK//73vyLXAOb3/vvvV3JvhBBlIedQIWoArRBCFAPQAtq33npLC2hbtWql9fPzK9Ux06ZN02ZmZuq2X7p0SWtgYKBt27atXvt///1XC2j79eunjY2N1dv3008/aQHta6+9ptuWkZGhbdGihdbU1FR7+PBhvfYhISHaRo0aaZ2cnLQpKSn3+K6FEEKI8pNzqBDVTwJeIUSxck68gNbIyEh769atUh1jbm6ujY+PL7Bv4MCBWkBv35gxY7SA9tKlS4U+X9euXbWOjo66x9u3b9cC2jfeeKPQ9l9++aUW0O7cubPEvgohhBCVRc6hQlQ/SVolhCiV4cOH8/fffzNx4kT27t2LjY1Nse1bt26NlZVVge2NGzcGlNqiOfuPHz+OkZERv//+e6HPlZ6eTkREBFFRUdjb23P8+HEAAgIC+N///leg/Y0bNwC4evUqo0aNKu1bFEIIISqFnEOFqD4S8AohSmXHjh1MmDCBP//8kyFDhrBv3z4cHByKbF9UFllDQ+XPTlZWlm5bVFQUmZmZLFy4sNg+JCYmYm9vT1RUFACbN28usb0QtdEzzzxT5mNUKhXr1q2rhN4IIcpLzqFCVB8JeIUQpWJiYsIff/zBU089xe+//46npyf79+/H2dm53M9tbW2NRqMhOjq61O1B+QIxevTocr++EDXNxo0bS91WpVKh1Wol4BWiBpNzqBDVRwJeIUSpGRoa8vPPP2NmZsa6desYNGgQBw4cwM3NrVzP27t3b3bt2sWlS5fo0KFDqdoDHD58WE7Wok7y8vIqVbvg4GAWLlzIzZs3K7lHQojyknOoENVD6vAKIcrEwMCAn376iRkzZnD9+nUGDhxIQEBAuZ5z1qxZADz//PPcuXOnwP6kpCROnDihe/zII4/QokULVqxYwe7duwt9zuPHj5OcnFyufglRXQYNGlTsrUePHuzfv58ZM2Zw8+ZNOnXqxJ49e6q720KIEsg5VIiqJyO8QogyU6lUrFy5EjMzM7788ksGDBjAv//+S6tWre7p+e6//34++eQT3n77bVq1asXIkSNp1qwZiYmJBAYG4u3tTf/+/dm7dy8ARkZGbN26leHDhzNq1Cj69u1L165dMTc3JygoiFOnTuHn50doaCjm5uYV+daFqFYajYbvv/+ehQsXEhYWRqNGjfj666+ZPHlyqWv1CiGql5xDhahaEvAKIe7ZF198gbm5OYsXL2bgwIHs37+/VNOpCvPWW2/Rr18/li9fzpEjR9ixYwfW1ta4uroyffp0Jk6cqNe+c+fOnD9/nmXLlrFz505++ukn1Go1Li4ueHh4sHDhwmITgghR2+zcuZO33nqLq1evYmFhwcKFC5k7dy5mZmbV3TUhxD2Qc6gQVUOl1Wq11d0JIYQQQhTO19eXuXPn4u3tjVqtZtq0aSxatIiGDRtWd9eEEEKIGk9GeIUQQogaKCgoiHfeeYdffvkFjUbDqFGjWLJkCe3atavurgkhhBC1hgS8QgghRA0zb948li9fTlpaGl27duXzzz/H09OzurslhBBC1DoypVkIIYSoYdRqNSqVipYtWzJhwoRSJaRSqVQsXLiwCnonhBBC1B4S8AohhBA1jFqdWzVQpVJRmlO1SqUiKyurMrslhBBC1DoypVkIIYSoYX766afq7oIQQghRJ8gIbzWwsbEhLS0NFxeX6u6KEEKIahQaGoqJiQmxsbHV3ZVaQ86hQgghoPTnUHWxe0WlSEtLIzMzs7q7UW4ajYbk5GQ0Gk11d0VUA/n86zf5/CtGZmYmaWlp1d2NWkXOoaIukM+/fpPPv2KU9hxa4pTmRYsWlbsznp6eDBw4sNzPU1fkXJX28/Or5p6UT2xsLN7e3gwaNAgbG5vq7o6oYvL512/y+VeM5s2bV3cXah05h4q6QD7/+k0+/4pR2nNoiQHv//73v1InzChMTmZJCXiFEEKIko0cOZKnn36aiRMnVsvxQgghRF1SqqRVzz77LM8++2yZn1yr1TJkyJAyHyeEEELUV3v37qV3797VdrwQQghRl5Qq4HV3d2fQoEGV3RchhBBCAOfOnWP9+vXV3Q0hhBCi1isx4H355Zfp2bPnPb9AeY8XIi//yCTe2HweLfDpuE60bGhV3V0SQogKt337dnbs2FHm46TwQv2z7WwwPx725yXPlozqLJmrhRAivxID3q+//rpcL1De44XIa+7m85wJjAFg+oYz7Ht9IIYGkmxcCFF3VEQN3q5du5a/I6JWWLL3GqFxqXx14LoEvEIIUYhSTWkWoiYIj0/VBbsAfhFJ7LoYyiNdXauxV0IIUbHuJWeGqJ80Gi1h8akAJKVlVXNvhBCiZpKhMVFr+N6OKbDtu4O3ZAqfEEKIeikhNRNN9ilQI+dCIYQoVKlGeBcsWHBPT14RNXyFyOEXmVRg29W7CRy9GUX/Vg7V0CMhhBCi+sQkp+vuS8ArhBCFK1XA++GHH5a6Fm9O3V2QgFdULL+I3ID3Jc8WfHvwFgA/HPaTgFcIIUS9E60X8FZjR4QQogYrVcBb2gQaSUlJfPnll9y8eVMv8BWiIgTkGeF9wbMFO87dISQ2Be/rEVwPS6C1k2RsFkIIUX/E5g14JeIVQohClSrgLSmBhlarZc2aNXz00UeEhobi5OTEwoULK6SDQuQIT0gDwNrMiAamRkzt34wPdl4G4MfDfiwZ36U6uyeEEEJUqeikDN19mdIshBCFK3fSqr1799KlSxemT59OXFwc7733Hjdv3mT69OkV0T8hdCITlYDXwdIYgMfva4yVqXLNZvvZO0QnpRd5rBBCCFHXxMqUZiGEKNE9B7wXLlxg2LBhjBo1isuXLzN58mRu3LjBwoULsbCwqMg+CkFyeibJ6UrJBQdLEwAsTQx54r7GAKRnafjtVFC19U8IIYSoapK0SgghSlbmgPfOnTtMmTKF7t27s3//foYOHcq5c+dYvXo1Li5S8FxUjqjE3JO6g5WJ7v7TvZuSs1x844lAsuQStxCiDrty5Qrbtm1jw4YN1d0VUQPkndIs8a4QQhSu1AFvYmIi7733Hq1bt2bdunV06NCBvXv3snfvXjp27FiZfRSCiOzpzACOlrkBb1N7Cwa1dgQgJDYFH/+oKu+bEEJUtnPnztG9e3c6duzI+PHjmTx5sm6ft7c35ubm/PXXX9XXQVEt8k5plgu+QghRuFIFvCtXrqRly5YsXrwYGxsb1qxZw9mzZxk2bFildOqTTz7h8ccfp1WrVqjVagwNi86ttXbtWlQqVaG38ePHF3rMhQsXePjhh7G1tcXCwoLevXuzdevWIl/jhx9+oEuXLpiZmeHo6MjEiRMJDAws9/sUpReZkBvw5qzhzTGum5vu/s4LoVXWJyGEqArXr1/H09OT69ev89prrzFixAi9/QMHDsTOzo4tW7ZUUw9Fdcmbu0KmNAshROFKlaX5pZdeQqVS0bJlS1599VU0Gk2pShVNnTr1njr19ttvY2Njg4eHB4mJiURERJR4zDvvvEO7du30tjVt2rRAu/Pnz9O/f39MTEyYM2cOjo6ObNy4kXHjxvHjjz8ybdo0vfbvvfceH374If369ePLL78kIiKCr776ioMHD3Ly5Enc3NwKvIaoeJF5pzTnGeEFGNK2IaZGalIzNOz97y6LRnfA0KDc+diEEKJGWLhwIenp6Zw5c4Z27dqxcOFC9uzZo9uvUqno06cPp06dqsZeiuoQmyxTmoUQoiSlCnhBKT1048YNXnvttVK1ValU9xzw3rx5kxYtWgDg6elZqoB36NCheHp6ltju1VdfJSkpCS8vL3r06AHAtGnT6Nu3L3PmzGHcuHHY2NgAcOPGDT7++GO6devGwYMHdSPNo0aNokePHsyfP59169bd03sUZROfmntStzYz0ttnYWLI/W2d2HUxlOikdM4ExtCruX1Vd1EIISrFgQMHGDt2bIGLunk1adKEf/75pwp7JWqCaElaJYQQJSpVwPv+++9Xdj/05AS7ZZWYmIixsTHGxsaF7g8ICODw4cN4enrqgl0AQ0NDZs6cyaRJk9ixY4eu7vCmTZvIyspi5syZetOqPTw8GDx4MFu2bGHlypWYmZndU39F6SWmZuruW5kaFdg/pG1Ddl1UpjMfuhEhAa8Qos6IjY0tcTaRRqMhPb3spdk++eQTzp49i6+vL7du3UKtVpOZmVlo27Vr1zJlypRC940bN67QKdUXLlxg/vz5HDlyhPT0dDp16sSbb77J2LFjy9xXoU+r1eYrSyQBrxBCFKZGBrz34pFHHiE+Ph6Adu3a8eqrr/LCCy+gyknhC/j4+ADQt2/fAsfnbPPx8dEFvCW1P3DgABcvXqRnz54F9jdv3rzIvgYFBeHq6kpsbGwp313NlJCQoPf/yhQVn6S7r81IKfBv18Up9yLHv5fv8nwv50rvU31XlZ+/qHnk868YGo0Gtbr4JRgNGzbk5s2bxba5dOkSjRs3LvPr16QlRKJsktKzyMjKDXI12twZdkIIIXKVekpzTWVubs4TTzzB/fffj7OzM4GBgaxatYqXXnqJ8+fPs3LlSl3b4OBggEKvlOdsy2lTlvaFBbwlSU1Nxdvbu8zH1US+vr6V/hq3bqvJybF2+bwv0TcKtnGzMCA4ScWVsCT++sebBoUP9IsKVhWfv6i55PMvn9TUVMzNzYttM2TIEH799Vdu3LhBq1atCuw/deoUBw4c4OWXXy7z69eUJUSi7GKSCo7oa7Ug8a4QQuir9QHvhAkTmDBhgt62GTNm4OnpyapVq5gyZQq9evUCIDk5GQATE5MCz2NsbIxKpdK1Kam9qampXpv8/Pz8iuxz8+bN0Wg0DBo0qLi3VuMlJCTg6+tLt27dsLKyqtTX+jPqKkQoJYc8+/fGyargZ3JeG8CaEyEAqFzaMahjw0rtU31XlZ+/qHnk868YOeeS4rz99tts3ryZAQMG8L///Y87d+4AyqjuoUOHWLhwIVZWVsydO7fMr19TlhCJsotJLhjwarRa1EjEK4QQeZUY8L700ks89NBDjBw58p5eoLzH3wtDQ0PefvttHnroIXbv3q0LeHOuoqelpRU4Ji0tDa1Wq3elPW/7/Ot0U1JS9NqUlVqtrjNXtq2srCr9vaRpck/grg3tsTQp+KM7tFNjXcDrG5LM0/0rt09CURWfv6i55PMvn5KmMwO0adOGP/74gyeffFI3iqvVauncuTNarRYbGxu2bt1KkyZNKru7QOUsIcpPlgWVLCg8psC2mNhYjKRKQa0gy0LqN/n8K0ZplgVBKQLelStX4uzsfM8Ba3mPv1fu7u4AetOzCpu2nCMkJESvTc79//77j+Dg4ALTyAprLypPYlpuEhVzI4NC23RraoOZkQEpGVkcuRkpa5mEEHXGgw8+iL+/P+vWrePEiRNERUVhbW1N7969mTJlCnZ2dpXeh8pcQlRWsiwITkeoAP3z4UHvwxgXfooUNZQsC6nf5PMvn9IsC4JSTmkOCAjg0KFD5e5UVbpxQ1nk6eycm7woZ63tsWPHCrTP2ZZ3PW7Pnj3Zu3cvx44dKxDwHjt2DDMzMzp27FjhfRcF5QS8liaGqNWFB7Emhgb0am7HwWsRhCekcSM8kdZOMtVSCFE32NjY8Nprr5WqPGBlqMwlRPnJsqCShZy+Azf99bb1798fM4l4awVZFlK/yedfMUqzLAhKGfCuW7funuvNVvYIW1hYGE5OTnrbkpOTWbhwIQAPP/ywbnuzZs3o168f3t7enDlzhu7duwOQmZnJ8uXLsbKy4pFHHtG1nzhxIh999BHLly/nqaee0pUmOnv2LF5eXkycOPGepzSLsskpS1TYVOa8+rd04OA1ZVT/yI1ICXiFEKISVdQSorKSZUGQqgkr+FzW1iWeJ0XNIstC6jf5/MunNNOZoRQBb0WUJCrrVdgNGzYQGBgIQGBgIFqtlg8//FC3/91339Xd79ixIwMGDKB79+44OTlx+/Zt1q1bx+3bt3njjTfw8PDQe+7ly5czcOBAhg8fzqxZs3BwcGDTpk2cOnWKVatWYWtrq2vbpk0b3nzzTT7++GM8PT2ZNGkSkZGRfPnllzg6OrJ48eJ7+ecQ9yApe4TXwqT4K9f9Wzno7h+5GcnU/s0qtV9CCFHZVq5cydKlSzl06BCurq4F9oeEhDBw4EDeeeedain1UxFLiETZxSRnFNgmtXiFEKKgKgl4y2r16tUF1ua89957uvt5A95nnnkGb29vDh06RFxcHFZWVnTv3p1ly5Yxbty4As/drVs3jh49yvz581m6dCnp6el06tSJzZs3M378+ALtP/roI5o2bcqKFSt47bXXsLS0ZOjQoSxevPieah6KstNotCSmZ4/wmhoV27aNkxUOliZEJqZxwi+K9EwNxoaSwEMIUXv9/PPPODs7FxrsAri6uuLq6srGjRurJeCtiCVEouyiC8nSrNVUQ0eEEKKGq5HzXg4ePFjqtp9//nmZn79Lly7s3LmzVG1VKhUzZsxgxowZZX4dUTGSM7LIuWhtVcJULZVKRf+W9mw/d4fk9CzOBcXSs1nlJ3MRQojKcu3atUIv4ObVuXNn/vjjj0rtR2UuIRJlF1tIwJslI7xCCFFAjQx4hcgrKU+G5pKmNAP0b+XI9nNKncojNyIk4BVC1GpxcXF6y20KY21tTUxMwTI1JakpS4hE2cUkyZRmIYQoDQl4RY2XkJob8FqaFD+lGZTEVTkO34xk9rA2ldIvIYSoCi4uLly4cKHYNhcvXsTR0bHMz12TlhCJsokpZIRXAl4hhChIAl5R4+WtwWtlmv0jm5gImZlQSGY7Z2tTWja05GZ4IueDYolPzaBBCWt/hRCipho8eDAbNmzg6NGj9OvXr8D+Y8eOsXv3bp5++ukyP3dNWkIkyqawgFfiXSGEKEiy+YgaLzHvCK+hFp57DqytwdYWXF1h3DjYs0fvmJxRXo0Wjt+KqtL+CiFERXrrrbcwNjbm/vvvZ/bs2ezbt49Lly6xb98+5syZw/3334+JiQlvvfVWdXdVVJGU9CxSMwpmqCpuhDc1I4u3t17kuXWnuRObUpndE0KIGkUCXlHj5R3h7bdjA6xeDZrsE/2dO7B1K4wcCa+8omuXd1rz0ZuRVdZXIYSoaG3atOH333/HxMSEL7/8khEjRtC5c2dGjBjBF198gYmJCZs3b6Zdu3bV3VVRRQob3QXI0hQd8G48EcgvJ2+z/0oYn/19rbK6JoQQNY5MaRY1Xk7Aq9Jq6LxjY+6OHj3gxg2IiwM7O3jiCd2u3i3sMVSryNRoOXJDAl4hRO02atQo/Pz8WLt2LT4+PsTGxmJjY0Pv3r159tlnsbe3r+4uiioUnVR4wFvclGbv67l1kndeDGXZ410ruFdCCFEzlSvgTUxM5MaNGyQmJjJgwICK6pMQehJTlUyUHe/ewiJMyb7MyJGwaxdkZcGvv0LPntCqle4YSxNDPJrYcCogBr/IJG5HJdPE3rw6ui+EEOWyaNEi3N3deeaZZ5gzZ051d0fUALHJBTM0Q/FTmgOjknX30zM1xCanY2NuXOF9E0KImuaeAt7g4GBmzpzJX3/9hUajQaVSkZmpjMIdOXKE6dOn8+233+Lp6VmRfRX1VFJ6FgAed67mbhw5Uvm/gQE89VShx3m2acipAKVMx18X7vDy4JaV2k8hhKgMH374ITNnzqzubogapKgpzUXNaNZotITG6a/bvRmeSA/3ulO2LyU9i6ikNBLTMknL0JCWqSE9U0NapvIdwtBAjZFahYFahbGhGitTI2zMjbA2M8LIQFb4CVGXlTngDQ0NpVevXoSFhTF69GjCw8M5fvy4bn+vXr0IDw/nt99+k4BXVIicskQdw27lbuzRo/iDMjMZ3aURS7PXKf15TgJeIUTt1KhRIxITE6u7G6IGyRvwqlW5gW5RI7wRiWlkZOnvC4lNoYQzaY2TkJrBheA4Lt2Jwz8yGf/IRIKiU4hKSis0iVdpWRgb4NTAFFdbM9xszXC1McPdwYJ2Lg1wt7fAQK2qwHchhKhqZQ54Fy5cSHh4OPv378fT05OFCxfqBbxGRkYMGDCAo0ePVmhHRf2VmKZM3fqmz+P0eX4Cjf2vQKdOhTf+7z9YvBjCwmh84ADdm9pyJjCGa2EJXLoTR4dG1lXYcyGEKL9HHnmEXbt2kZKSgpmZWXV3R9QAMUm5U5rtLIyJTFQCYE0RQ7whhWRlDo9Pq5zOVaC0zCx8/KL592o4x29FcT08oVJKLyWlZ+EXmYRfZFKBfaZGalo7WdHJ1Zqezezo2cwOF2v5PRSiNilzwLt7925Gjx5d7OhtkyZNOHz4cHn6JYROUpoyHem2rQuZT3qCg0XhDbVaeOwxuJo99fnkScZ4uHImUJnWvOF4IJ+M61wFPRZCiIrzwQcfcPToUcaMGcNnn31Gp6Iu+Il6I+8Ir17AW0QwWFhwezc+tVL6Vl4ajZYTflFsPhPM35fukpy9rKkotuZGNLQyxdbCCDsLYxqYGmFiqMbEyAATQzXG2dOVMzVaMjUaMrO0pGVqiE/NID4lg9jkDGKS0wmNSy30tVIzNFwIjuNCcBybfG4D4GZrxsDWjgxt50SfFvaYGhlU/D+EEKLClDngDQsLo1We5ECFMTIyIimp4FUyIe5FQt46vCbF/MiqVDB3rlKnF2DpUh7d+AtL9lwlIS2TrWdDeGN4G+wtTSq5x0IIUXG6du1KWloaZ8+epWvXrpiYmODk5IRKpT/NUqVScevWrSKeRdQl+QPeHEVNaY5PLZjkqqYFvElpmfxy8jZrjwUQHFNwRNpAraKtsxXdmtjSpbENLRta0szeAmtzowp5fa1WS0xyBiExKQTFJHMjLJGrd+O5ejeBgKgkvZHl4JgUfva5zc8+tzEzMmBQa0fGeDRiSFsnjA1lPbAQNU2ZA147OzuCg4OLbXP9+nWcnZ3vuVNC5JUzpRnAyrSEH9mnn4b58yEsDLZuxTI4kMfva8yPR/xJz9Tww2F/5o1oW8k9FkKIiqPRaDA2NqZJkyZ627X5gpv8j0XdFZMnS3Pei7hFBbx5LxznCK8hAW9SWiarj/iz5qh/gezT1mZGPNDOifvbNaR/KwcamFZMcFsYlUqFnYUxdhbGdHKzhjwTKZLSMjl7O5aT/lH4+EdzNiiW9ExlzXBKRhZ7L91l76W72JobMbpLIyb2akobZ6tK66sQomzKHPD269ePP//8k/DwcBo2bFhg/40bN9i7dy9PP/10hXRQiKS0LNziwmgVHYzJzebQrBmYmhbe2MQEZs5Ugl6NBpYtY8pHn7H+eCDpWRp+OurPM32a0shG1t8IIWqHgICA6u6CqGFisuvwqlVgY5YbBBZ1zSOhkBHeqCJq+VYVjUbLtrMhLPn7KmH5plwPaOXA4/c15oF2TjViurCFiSH9WznQv5UDAMnpmRy+Ecn+y2H8ezVc928Zk5zBuuOBrDseyMDWjjzXvxkDWjkUmI0hhKhaZQ5433jjDXbs2MGgQYP44osvSE5W6rolJSVx6NAhZs2ahVqtllqBosIkpmUy+NYpPvhnJfz+PqxZA1OmFH3Aiy8qiauSkuCnn3BduJBn+zblh8P+pGVq+HjPVb5+0qPq3kAVyJmKFZ6QSlh8GuHxqUQnpZOUnkVyWibJGVmkZWhQqcBApUKtVmFkoMLK1BBrM6PsmzEu1kqWSnsLYzlBCyFEDZUzpdnW3BjDPBmEs4pYxFvYCG90NQa8AZFJzN18ntPZOTZAmbL8SJdGvODZgtZO9zg6qtVCfDzExeXe4uMhNRVatSqY8NLHR7mAbm8Pzs5gWLqvxebGhgzv4MzwDs5kabQcvRnJluw1x2nZI7+Hrkdw6HoEHRo1YO6wNni2cZTzqhDVpMwBb69evfj+++954YUXGDVqlG57gwYNlCc0NGTNmjV06NCh4nop6rWE1Ezsk+NyN5Q0Xd7WVlnH+9VXkJIC337LK3PfZvOZYGKTM/jr/B0e6uzC8A61b9q9VqslKDqFCyGx3AhLVLJKRiTiH5lUYmKPsjAxVONqY0YzBwtaO1vR2smSVg2taNnQskZcbReiPouPjycuLg5ra2vduVfULzkjvDbmRnpBVNFTmnNHeM2NDUhOzyIuJYPMLA2GVViDVqvVsuFEIB/vvkpKRu45a2h7J94Z2Y5mRSWlLM68eUrgGhys3FKLmKr9xhuwZEnezkC/fpCV3Q+VCpycwNUVmjSBtm2hXTto3x46dChyZpmBWsXA1o4MbO1IfGoGf5wJZs1Rf4KilXXIl+7EM2XtKe5zt2XeiLZ0b1p3ah8LUVuUOeAFmDJlCv379+fbb7/lxIkTREVFYW1tTe/evXnllVdo06ZNRfdT1GOJaRnYpsTnbnBwKPmgWbPgm2+UE9k332D9xhsseKg9s38/D8D8bRfp0dS2xiewSkzL5FRANKcDorkQHMfFkLgCa5wqQ1qmRlei4cDVcN12A7WK1k5WdG1sTWt7E1KTih5REEJUnMzMTJYuXcrq1avx9/fXbW/WrBnPPfccc+fOxbCUo1OidkvP1JCUfYHT1twYtV7AW/gx8Sm5I7xN7My5elcp7xOXklFl58GktEze2HKe3Rfv6rY1tTfnozGddFOFC9Bq4dYtOHYMjh4FCwtYtky/zenTcPBgyR3Q5KvTm5aWG+zmvNbdu8rtzBn9tmvXwrPPlvgSDUyNmNKvGc/0cWffpbusOHiT/0KU7y+nAmIY991xxnVz4+2Rbe/tC7gQ4p7c8+9bq1at+OKLLyqyL0IUkJmlITVDg11yGQPepk1hwgT45ReIiIB163h0xgx2XQjlwNVwIhPTee3Xc6yb2rNGFZTPzNJwOjCGIzciOe4XxfmgWDJLCCgN1CramWbRVRNHY1JxVGfioMrEWpOOGVkYGxliZGSIoZEBWlNT4sY8RpZGS0aWUpYhLjmd+NQsYpLTCYlNISQmRff/vFfgQQlur4TGcyU05/MwZPmVE3RtbEv3prZ0a2qDR2NbbPNkDRVClE9aWhrDhw/n8OHDqFQqGjdujIuLC6GhoQQEBDB//nz27t3Lvn37MDaW3726LjZPhmZbC2PyDtAWlbgsIU/yx6b2SsALytToqgh4/SOTmL7+NDfCE3XbJvVuytsj22JunO+raGIi7N8Pu3crt5CQ3H2OjvD558pobA43N+X/DRoo911clJle1tbKrUEDZXS2Z0/919FqlYvjCQnK94Q7d5TXunu3YHDcp4/+48OHlWMfeghGjYLu3UGd+0EYqFWM6OTCgx2d2fPfXT7fd41bEUr1kj98g/nn8l1mDmqKg1wvFqJKyAUmUaPl1OAt8wgvKCWKfvlFmYrk7IxKpeLjcZ0Y+dURIhPTOHIzkq8O3GD20NaV0PPSS07P5ND1SPZdvsu/V8MLHcG1SEumdeRtOieH0SM9Ev+X59DazZ6WDS1oYmeB8ZJPlERdJXF2xvmFqfrbZsyAP/9UpnA1aQJt2kDHjmjub88dp8Zcj03nelgi18MSuHwnnuthCXqjCCkZGo77RXHcL0q3rbmjBd2b2NKtqRIIt3S0RF2DLiwIUZssW7aMQ4cOMXLkSJYtW0br1rl/s27dusWcOXP466+/WLZsGfPmzavGnoqqEJ034DU3KtUIb84aXpUK3GzNc58rqWJnDKVlZpGl0eoFsV7Xwpn5y1ldH6xMDPni8a480N4p98DkZNixAzZtgn/+gfQi1hdHR0NQkHKuyvHZZ/D112BVxnW/ZmYFR4tBGfW9fRsuX4YrV+DmTWX9b147dyqjwGfOwMKFSn+efhomTVKmQmdTqVSM7OTCsPZO/HIqiKV7rxKfmkl8aiYf/n2LttZq2nVPw8ambF0XQpRNmQPezZs3891337FhwwZcXV0L7A8JCeGZZ57h5ZdfZuzYsRXSSVF/5VyVtssJeI2NwdKydAd366ZMg+rdW3c1uKGVKV8/6cFTP55Ao4Wv/71B18bWDGnrVMKTVSyNRouPfzSbzwSx5+JdvZFU48wMuoZeo3PodXrHBtIl/BYOdwJR5b1y/8U70DLPGuTSlgEr7KwaGJg7jevkSd1mNeBmYIBbu3YM6dMHxoyB10eSlJbJfyFxnLhxF6/zfoRmmBKWoP/lxC8iCb+IJDafUUqYWZka0rWxjTIK3MSWrk1sKrW8hBB1yc8//0yHDh34888/Uav111u2aNGCrVu30rVrVzZt2iQBbz0QkydItbUwRkXpk1ZZmRhib5k7CyA6Ka3Q9vfiyI1IXvv1LEnpmfzxYl/auzRg9RF/Fu++ogvEWzW0ZNWk7jR3zHce9/GBiRMLPqmpKQwcCAMGQN++yiht/u8Apb0IXloGBko1iGbNlNHbwuTPnH77tpIsc/FipY8vvQRPPKFUjgAMDdRM6t2UER2d+Xj3Vf7wVc6NV+PUPLb6HB8+2onRXRpV7PsQQuiUOeD98ccfiYmJKTTYBXB1dSU2NpYff/xRAl5RbroR3pwpzQ4O+lOZSpJ/GhLQp4U9bwxvy6d7r6LVwis/n+X3GX3o6GpdEV0uVnBMMn+cCWGLb5AuoUUOx8Rovtn1OR4hVzHOKOFLyPXr0LJl7uPOnZVEXfb2yhonS0vl/yYmytSsnJtdIcky7OygUSMIDS1Y0yIrC/77T7lZWcHIkViYGNKruT1t7AxoF3iUno89RoraFN/AWM4ExuB7O4ZLd+LIyMp9roRUpYTD4RuRgPIRtmpoiUdjWzya2ODRxJaWDS1r1PRyIWqKW7du8eqrrxYIdnOo1WpGjBjB119/XcU9E9UhRm+E15j4lNwAuMgpzdlJq6xMjbAzzxvwVswI7z+Xw3h+/Wnd43XHAgD4/XSwbtuDHZz5bEIXLDUZSoCYd5R20CAlWVRIiDIt+eGHlWBz8GAwzx2RrjF++00ZHd69G7Ztg337ctcDnzyp3N56C5YuVUZ9szlYmvD5hC480rURc34/R0RiOvGpmcz85Sz/XA7jg0c6YGMuyxKEqGhlDngvXrzIQw89VGyb++67j507d95zp4TIkZiWAVpt7ghvea/kJiaChQUzBjbnYkgsuy/eJTk9iylrT7H1xb40tqv4E2tqRhZ/X7rL76eDOHYrCq0W1JosrNOSiTOzwsrUkFGdXHiwTVd6rnsJVf5g19hYCWg9PJSMka1aQa9e+m169FBu9+Lnn5X/p6fnTuO6dCk30L10STmR57t4oAoNZdiMGWR99BE2w4czauhQRnl6wsPtSc3I4r+QOF0AfCYwlsjE3Pel1ZI9TTqR304HAWBpYkiXxtZ0a6IEwV0b22Ina4GFwNjYmKSkpGLbJCUlYWQksybqg5h8U5oT85QcKjJpVc4Ir6mhXo6FvM91rw5dj+ClTfpJnvIGugAzh7Tk9d6NUC//QpmC7OEBe/fmNlCrlcoKDg7KaG4RF3dqFFdXeP555RYWpiyhWrcOzp1T9oeFKReeCzGwtSNbpnVl1sYT+EYp7/Wv83fw8YtiyfjOeLZpWEVvQoj6ocwBb3R0NA0bFv+L6ODgQGRk5D136pNPPuHs2bP4+vpy69Yt1Go1mZkFa8jlSE5OZtGiRfz666+Ehobi4uLCE088wYIFCzAv5MrghQsXmD9/PkeOHCE9PZ1OnTrx5ptvFjki/cMPP/DNN99w/fp1LC0tGTp0KB9//DFNmza95/coSichNRPzjFRMsrKvQpcn4D17Fh57DF59FfVrr7FsQlfC4n04ExhDREIaT3x/gk3P9cL9Xsoi5KPVajkbFMuWM8H8df4OCamZqLQaegRfZtTVI4y8dhT/dt24+8M6hndwzi31078/XL0Knp7K/e7dlTXIVfFF1thYGTVu2RJGj87dnpSkZMHs3FmvuaG3NwAGt2/DDz8oN4AOHTD19KTH4MH0GDgQBrVAq9USHJPCmcAYzgTGcDYohiuhCXrT7xLTMjl6M4qjN3PXArvbm+ORHQB7NLalrYsVRlVYQkOImqBTp05s2bKFhQsXYm9vX2B/ZGQkW7ZsoUuXLmV+7pp2vhUli0nSH+ENic0tw1NYWaLUjCzSs2vDNjA1wt4i7whv+QLe21HJvPrLWb0ZPXmZGKr54qFWjPz3d5i4DKKy/77//bcyUynPenTGjStXX6qVkxO8/jq89hqcOAFffKF853jkEf12sbFKEGxkhLWZEc+21jDBsS2L9/kRn5pJeEIak386xVO9mjBvRFusZOmPEBWizAGvg4MDN27cKLbNjRs3sCnHCvy3334bGxsbPDw8SExMJCIiosi2WVlZjBw5Em9vbyZNmsTAgQO5ePEin332GT4+Puzfvx8Dg9y6oefPn6d///6YmJgwZ84cHB0d2bhxI+PGjePHH39k2rRpes//3nvv8eGHH9KvXz++/PJLIiIi+Oqrrzh48CAnT57ELSc7oKgUSWlZWKcmkq42xFiTee8Bb3Cwsv4nNRVmz4amTTEdM4YfnunB+JXH8ItIIiQ2hfErj7NqUne6N7W9p5e5G5fK1rPBbDkTjF9EEiqtBo+Qazx09TAjrx3BOTFa17bhpWPQygby1rXdsqXIK8LVxsJCmW6Wj9bWlojOnXG4ehVV3gQjly4ptxUrlMd9+6I6epTGduY0tjNnjIeyHCIlPYuLIXGcvR3D2dux+N6OITxBf3Q7ICqZgKhktp1VsnSaGKrp7GatBMGNlanQztaF10YUoq545ZVXePLJJ+nZsyfvvvsunp6eODs7c/fuXQ4ePMiHH35IREQEy5cvL/Nz16TzrSidmGT9Nbx5V4IUFvAm5BkBLjDCW46AV6PRMuv3c8RlT6l+oJ0Trw5pyQsbzxAal4qHawO+017CedxzSgbkHCqVcvHZoA7WdFeplNlQffoo3zfyv8cXX1RmTn39NXTtCsCD7R3x7NCYN7ac1y372eRzm32Xw3h3VDtGd2mkV2tZCFF2ZQ54+/Xrx59//snVq1dpmycTXY5r167x559/ljjtuTg3b96kRYsWAHh6ehZ7Al63bh3e3t68+uqreif75s2b8/rrr7N+/XqmTJmi2/7qq6+SlJSEl5cXPbKngE6bNo2+ffsyZ84cxo0bpwvWb9y4wccff0y3bt04ePCgrsbhqFGj6NGjB/Pnz2fdunX3/D5FyRLTMght4EjrudtYOrwZj3UpZXKm/NzclKuvn3yirGV94gnYtg27ESP4dXpvnll9kqt3E4hMTOOJ74+z4OEOPN2rSalOMndiU9h36S5/XwrDxz8KjUZL19DrzL96mJFXj+KaUMjPr4kJDB+uXO3OG+DWtGC3GJnDh3PM1JRB992HzYUL4OWl1EI8fVq/pIOZWcGDFy3CzMiInn370rNHD90ocGhcKmdvxypBcFAsF0PidCMToNQHPhUQw6mAGN02F2tT3TRojyY2dGhknTtiLkQd8Pjjj+Pr68vSpUt57rnnCuzXarW8+eabTJgwoczPXVPOt6L08k9p1s/SXFjAmxsgNzDTX8MbVY6A9/fTQZwJVP4Wu9ub88XjXbAyNeLgG54ke3lj8/YsVHnr2arV8OSTSkWBdu3u+XVrDdN8F2O9vODXX5X7gwdjNnEihtlJsZytTVk/tScbfW6zeNcVUjKyiEhI47Vfz/HbqSAWju5AK6cyZqEWQuiUOeCdO3cuW7dupX///ixYsIAHH3wQV1dXQkJC+Pvvv1m0aBGZmZnMnTv3njuVc/ItjfXr1wMwZ84cve0zZsxg/vz5eifggIAADh8+jKenp+7kC2BoaMjMmTOZNGkSO3bs4Nns4uKbNm0iKyuLmTNn6oJdAA8PDwYPHsyWLVtYuXIlZoV9oRcVQndlWqXCxN5WScp0rz76SEmIsWGDUnB+9Gj48UcaPvssv07vzQsbz3DCL5qMLC3vbf+PYzcjeW5AMzq72eim0WZmaQiOSeHq3XhO+sfg4x/FpTvxei/TKvI22zfMKfj6Rkbw4INKfeDRo5XagHWBubnyvh58UHkcHw9HjijB78GDynqsvDQaZbpXbKzy2MAAunRB1bs3jbJvo0a1A5WK9EwNV0LjdQHw2dux3I5O1nu60LhUdl0MZdfFUACMDFR0cbOhd3N7+rSwp1sTW8yMJQAWtdunn37KI488wpo1azh37hxxcXFYW1vj4eHB1KlT6VNIgr7SqCnnW1F6each21mY6I/wagq2zz/Ca21mhFqlrPe91zW8KelZLP37mu7x4kc76abfmry/AJPFi/UPGD0aPv1Ur2RPvWNjA/fdB6dOAWDy888M+ftvskxNYexYVCoVk3o3xbO1Iwv/usz+K2EAHLsVxfAvD/FY98a8PrQVLtbynVOIsipzwHvffffx7bff8vLLLzNr1ixmzZqlt9/AwIDvvvuOXvmT6lQCrVbL6dOnadSoUYH1tKampnTr1o1Tp06h1WpRqVT4+PgA0Ldv3wLPlbPNx8dHdwIuqf2BAwe4ePEiPfMXM0e54l2UoKAgXTbr2iwhIUHv/5UhMi63SL0qM7X8/2aff455QgLG27dDZiZMnkyalxcsXsw349vylVcAG04pU6/2/HeXPf/dxVCtwtbckMwsLQlpWWRmrzvNma48ICOFw826AdDYxpQhffuReqgVpjdvoDU0JHPwYNIffZTMkSPRWmdngtZocgO+WqrYz79vX+X2zjtKhqo871V97RoN8r73rCzw9VVu334LgMbWlqwePUhdsICmHTvStIMtYzoo08yjk9K5eCeRC3cSuHgngf9CE0hOz/2Wl5Gl5XRgDKcDY/jG6yZGBio6uVjRo6k19zVpQGfXBpgYyjrg8qqK3//6QKPRFJl9Ob++ffsWej6qCpV9vs1PzqFFC49TMvyrVaBNSyI9LXcpSEJiIrGxJnrtQ6NidfeNyCI+Pg5rMyNikjOITLi38+ovp+/oRocfaGNPewdD3fMYtW5NzlylrA4dSPnoIzJzlsXU8s+sXJo1g717Md6wAbP33kOVkIBZVBSMG0fa5MmkLFwIDRpgpYbPHmmJd3s7Pt3vx524NDRa+O10ENvPhfBkdxem9HbF2kzW99Zmcg6tGKU9h5Y54AV4/vnn6d+/P99++y0+Pj7ExsZiY2ND7969efHFF2lXRVNVoqOjSUpKokOHDoXud3Nz4/Dhw8TExGBnZ0dwcLBue2FtAV2bvPdLal9YwFuS1NRUvLOT/tR2vr6+lfbcVwPUKBVh4ebli2iCi29fKpMm0Sk9nea7dwNgsm4dWbt24TdxIj08PVG3MmCzv5rkTOWyeaZGS0SiMiWsYUIU/QLP0z/wHP0DzuGUGM1NJ3c+G9CFLnZaXMwTUWkT+e/hhzDIzCS0Z08yrLKnIeVkbqxjyvz5azRYfvMNdteuYXv1KnbXrmEVFKRXZ1gdE4P6n3/wHjOGpKjcJFbWfn5Y37qFVevWdHZzo3MjAzQucDcZAhJVBCSo8E9QEZ6aO+SRkaXFNzge3+B4vj8KhiotzRtoaW+jpb2tloamZat0JfRV5u9/fZCamlposqepU6cyZswYRudNIFeNKvt8W1b1+Rx6N8YAUGFmoOXI4UMEhKgAZRbLxf8uoQ7Vn9Z8Lip3f0RIIN7eARhrleeITCj7v2OWFlb5KscDdDMJw9s7LLeBtTXdBwwgum1b/HNm/tSRz6pCuLtjtmwZXb/5hobnzwNgsnYtWTt3cv6llwjv1k3XdFYbOHRXxf4QNSlZKtIyNaz1CeGXU8H0d9bi6aKhgRQzqNXkHFo+RZ1D8ytzwLt+/XoaNmzIgw8+WO01/5KTlamNJiYmhe43zV4/kZycjJ2dXbHtjY2NUalUujYlPX/e5y6Mn59fkf1u3rw5Go2GQYUkAqpNEhIS8PX1pVu3blhZVc7akoNJNxjptZX7gi8xNKUNVtMnoy2iBnSZDB5M8qZNmL31FqrkZMwjI+myfz/N//c/BqlUvJCRxb6Ld2n45VKyIqOxiwyl9V0/HBKiCzxVy7AAlvRxRZN3amD2Z9us/D2tsSrq89cAcfHxGJ49i8GpUxiePo3B6dOQlUWPJ5/Ui0ZNvb0xzU6GpbWyIrNbN7J69CCzRw+yhvRAm53ULCwhjTO34zl1O47Tt+MIisnNYpqpVXE9TsX1ONgeCK7WJvRrYUv/5rbc18Rapj+XUlX8/tcHpvnX+WVbu3Yt7u7uegHvwoUL+eCDD4rNolxZKvt8m5+cQ4uWcvo4oMHJ2pxBg7oR4BMCtwMAaN++PYPa6id3jD4fBtdvAtC5XWsGeTizLugiYcHxpGtU9Orbv0x5Dw7fiib2xBUAns/0Z6rPDVIXLtRv5OmJJdCk4OEiW8KwYZxfvJhOGzagzv4e0mfRIhJ27iSrXz9du6HA3JQMVh8P5tczoaRnaUnTqDhwR8WRcEPGdnFici9XnBoU/rspaiY5h1aMos6h+ZU54J06dSovvfQSD+ZctatGORF9WlpaoftTUlL02hXXPi0tDa1Wq3eVIG/7/Ot08z93WanV6jqTrMPKyqrS3ku61oB+ged46txeOPMXTJ6orIOpCK+8AsOGwaxZsHs3Bi++iI2tMm3WBni2kwb+KiYpmbk5DBkC48fToHVrqKd/sCrk87exgSZNcks4aLUQFqb7PHTyjJKrEhIw8vbGKO/IQYsW0Ls3No8+Sptx45iY/Z3hTmwKJ/yiOOGnlD0KiU3RHRISl8bvvnf53fcuJoZqBrV2ZGQnF4a0a0gDKQlRosr8/a8PSjudOYe2kKREVaGyz7dlVV/PoakZWaRkKEs4HBqYYWNjg4V57oVYU3PzAs+Vpc7d72TXABsbGxpam0Owkn9Ca2yOTRnWhe695gdaLdNO7+Bt759QZ2Vh2r+/knlZlInviBE0e+klGsyZA/v3w9ChWI0cWWDakY0NLBrryIwhbVl58Ba/nQoiPUtDWqaGX86EsuXcXR7u0ohp/ZvRoZF19bwZcU/kHFo+pT2HljngbdiwYY1Jj25nZ4e5uXmR06JCQkKwsLDANvtLc3HTqEJCQvTa5Nz/77//CA4OplWrViW2FxUvPjUD2+Q8SaHKU4e3MK1bw65dcOhQgTqzxMToP7azAw8P6N0bhg5V/l/EaIcoJ5UKnAvJyP3xx0pCrBMnlFv+3+Vbt5Sbo6NeTcdGNmaMtU5j7LjOaIGb4YkcvBaB17VwTgVE62pIpmVq2Hc5jH2XwzA2UNOvpT0jOrowtL2TXikPIeqbyj7fitLRS1iVnW1ZpZelueAx8fmSVgF6f8+iEtNLnQgpLjmDw+cC+XLXV4y5nOdi4+bNEvDeI02TJrBvH6xZAw88oB/sarXKhV4PDwBcbcz4YExHXhnSkh8O+bHJ5zYpGVlkZGnZ6hvCVt8Qeje3Y1r/5tzftiFqdc34vi5EdStzwDt8+HC8vLzKlGijsqhUKnr06MGhQ4cIDAzUS6SRmpqKr68vPXr00J0MctbaHjt2rMBz5WzLux63Z8+e7N27l2PHjhUIeI8dO4aZmRkdO3as8PclciWmZWKXkifgLU+W5uIMHFhwm4uLchKyt1eCLxcXWexZ3Xr1Um45goNzg98TJ+DMGaX2Ye/e+sfdvQstW4KLC6ohQ2h1//20GjGC5wf2JjEtk2M3I/G6Fs4/l8OJTFRGpNKzNHhdi8DrWgRG21UMbtOQsd3cGNzWERNDmfYs6pfKPt+K0tELeC2VoNVALz4qvixRTiZlO4vc2StlydR8xOcq6za+jUdoboZm3nkHFi0q9XOIQqhUUFhd6l274OGHYcQIpdJEduDr1MCUdx9qz4ueLVhz1J+NJ27r6iGf8IvmhF807vbmTOnXjPHd3bAwuaeUPULUGWWOWBcvXkx8fDzTpk0jMjKyMvpUJpMmTQLg888/19v+/fffk5SUpNsP0KxZM/r164e3tzdn8tSGy8zMZPny5VhZWfFIzpRKYOLEiRgYGLB8+XK9NVNnz57Fy8uLcePGlWtKlihZQmomtjkBr7m5cqsqVlbKSG63btCokQS7NZGbG4wfD599poz8xsUpJR+GDdNv5+Wl/D80FDZtgqlTlQsYPXti+elihqXd4eNHO+Hzzv38Nr03k/u649wgd11IRpaWfZfDeGHjGXotPsC72y/iezum2qaXClEdKvN8K0qnsBHevKN4hdXhjU/J/f7SIHuE184id3ZSdGlr8d6+TfenR+uC3SwLC/jjDyUQM5CLgBUuLQ1ef125v2eP8l3kiSfg+nVdE3tLE94Y3pbjbw/hgzEdae5godsXEJXM+39eovfHB/hg52UCo5Kq+A0IUXOU+ZLPU089hbW1NevXr+fXX3/F3d0dZ2fnAtOcVSoVBw4cuKdObdiwgcDAQAACAwPRarV8+OGHuv3vvvuu7v6UKVNYv349X3/9NXFxcQwcOJALFy6wYsUKBgwYwOTJk/Wee/ny5QwcOJDhw4cza9YsHBwc2LRpE6dOnWLVqlW66VgAbdq04c033+Tjjz/G09OTSZMmERkZyZdffomjoyOL89eZExUuMTXPCG9FT2cWdY+xMeSp+aljZ6dcIT90CJLynPRPnVJu778PLi4YPPwwvVasoFdzexY81J5zwbHsuRjKjnN3CE9QRn5jkzPYeOI2G0/cprWTJU/3bsqjHq66kRMhKkpAQACHDh3Sewxw+PDhIi+2DCxstkoxasr5VpSOfg3eQqY0F1qHt/gR3lIFvDdvovX0xPmOMh09wtIOW+/90M2jTP0XZWBkBO++q5yfbt9Wtv32G2zZAk8+CfPmQXbWdHNjQyb1bspTPZtw8Ho4q4/4c/SmUuEgITWT1Uf8WXPUn/vbNmRy32b0a2lfY5YnClEVyhzwHjx4UHc/LS2Na9euce3atQLtyvOLtHr16gJp8t977z3d/bwnYAMDA3bv3s2iRYv47bff+OWXX3BxcWH27NksWLAAg3xXHbt168bRo0eZP38+S5cuJT09nU6dOrF582bGjx9foC8fffQRTZs2ZcWKFbz22mtYWloydOhQFi9eTOPGje/5PYrSSUhJz13DKwGvuFfDhyu3jAw4eRL27oWdO/VLRYWGwvnzYKj8WVSrVXRrYku3JrbMG9GOozcj2eobzN5Ld0nNThpzPSyRBTsu8cmeq4zxcOXpXk1p36hBNbxBURetW7eOdev0E+dptVo8PT0Lba9SqcqcwbkmnW9FyaLyBKf22VOa8y7TzCp0SnOeEV6z7DW85rlreGNKCngDAmDIEFTZa6/9bBux8X+rWCDBbuVSq2HyZCW4XbVKGUkPD1dq12/cqNwefVSZUp59oVetVjGkrRND2jpxJTSetUcD2H4uhLRMDVot7L8Szv4r4bRqaMmzfd0Z280Vc2OZ7izqvjL/lGsKu3xYwfIG1aVhaWnJkiVLWLJkSanad+nShZ07d5aqrUqlYsaMGcyYMaNMfRLll6XRYpAQj6E2+2dOAl5RXkZG0K+fcvvgAwgKgt27leB3/354/HH99lotDBiAQd++DJw2jYFPeJCQmsGe/+7y+6kgTgcqic2S07P42ec2P/vcpqe7Hc8PlIQhonwGDhxYJSMwNel8K0qWNzjNCVoN8/ydySoka1VCmjLCa6BWYZZdfsg+75TmktbwxsVBdhbuqw5NmfjkYhYO6lb8MaLimJjAzJnKUpzly2HZMsipT79tG2zfrlyUaKJfBKqdSwM+Hd+Zt0a05ddTt9lwPJDQOKVE343wRN7d/h9L9l7l8fsa80wfdxrbyRI9UXfJZR1RYyWm5Vm/CxLwiorXuDHMmKHckpMLzgc8dQqOHlVuS5dC//5YTZvGhMceY0KPxlwJjWfjiUC2nQ0hOT0LgJMB0ZwMiKa5gwXTBjRjXDe3MtW4FALKHoiK+iGqkCnNhnkSiGZmFRyUyBnhtTI11F1EsS3LlOYuXeDgQS48Oompw2cTbW5Nv5ZyPq5ylpbKaO7MmfD990ruitBQpSJBvmAXrVaXd8TOwpiXPFsyfUBz9l0OY+3RAE4GKKWq4lMz+eGwPz8e8eeBdk5M6etOnxYy3VnUPdWbZlmIYiSmZWJXmSWJhMjL3Fz5QpHXf/8po8I5jhyBKVOUhFevvUa75Ag+yk529cEjHWjumJswxC8yifnb/qPvJ//yxT/XddmfhRDiXsUUMqXZME+a5pwSa3nFZ2fvzSlJBLnBMpRuDW98i9aMGfcBkRa2tHW20jteVDFLS5g9G/z84LvvIM8SBADS05UpzosWQUSEbrOhgZqRnVz4/YU+7Hy1P491d8PYUAkDtFr453IYE3/0YfiXh/jZ5zYp2RdxhagL7jng/eWXX3jggQews7PD0NAQOzs7hg4dyq+//lqR/RP1WEJqBsnGpuxs05+bHe7TJWcQospMnQohIfD559C+fe72hARlalmrVjBmDFY+x5jUx539swax+tke9G5up2sanZTOVwdu0O+Tf3l3+0WCY5Kr4Y0IIeqC6EKmNBsZ5BnhzTdLRavV5o7wmuRevDM3NsTUSDkuJimDAnx9lSgo2+mAaF2N397NK6k8oCgbU1N44QXo3Fl/++bNyuf3/vvKLKbp0+HyZb0mHV2tWfpYF47PG8Ibw9voVSW4HpbIO9su0vvjA3y8+4qcs0SdUOaAV6vVMnHiRJ5++mn+/fdfEhIScHR0JCEhgQMHDvDUU08xceLEyuirqGcSUjO55ujOK2Pm8csna5U/2kJUNUdH5Wr6f//B8eNKrUQzM2WfVgs7dsBXXwFKwpD72znx6/Q+/PVKf0Z3aYRB9vq6tEwNG0/cxnPpQd7acoGASCkRIYQom6gkZaaIhbGBbqlE3jW8+Ud4UzM0ZGZHqnlHeCG3rFFU/hHeAwegZ0+YNEm3dveEX7Rud69mdoga7OpVJeEVKKWNfvhBGTAYORL++UfvQoa9pQkvD27J4bcG881ED7o3zc2cHpeSwapDfgxc4sWMDac5fitKSvGJWqvMAe/KlSv59ddf8fDwYN++faSmphIaGkpqair79++ne/fu/Pbbb6xcubIy+ivqkdjk3KvONmZS8kVUM5UKeveGH39Ukl19/DG4uir7Zs3Sb6vV0qmRFcuf9ODQm4N5rn8zLIyVL6eZGi2/nQ5iyOcHmfXbOW6GJ1bxGxFC1FYx2edFO8vcKcV6I7z5At68JYka5DuP2mZPS45JTs8NZPz9YcIEJRPwpk1KsAT4+EXpjuspAW/N9sEHcOuWcqHWyip3+549So36Ll3gp5+UYDibkYGahzo34o8X+/LnK/0Y280V4+yfK40W/r4UxpM/nGDEV4f59aRMdxa1T5kD3jVr1uDu7s7hw4d54IEHdGUIDAwMGDJkCN7e3ri7u7N69eoK76yoX2LyZI60kfVCoiaxt1dqIPr7w59/Qv/++vu3b1e+VPzxB67Wprz7UHuOvDWEmUNa6kZZNFrYdjaEoV9488rPvvhFSOArhChalkarOy/a5SkrpL+GV39Kc3yekkQFRnizz6tZGq3SLiUFxo6F6OzR3BEj4OWXSUjN4GJIHABtnKywtzRB1HDu7spSnOBg+OILaNo0d9/Fi8pynf/9r9BDO7vZsGxCV47OG8Lsoa1paJX7eV+9m8C8rRfp88kBPtlzlZDYlMp9H0JUkDIHvFeuXOHRRx/FLGdKXz5mZmaMGTOGK1eulLtzon7Lm5wj78ldiBrDyAgefliXDRNQpostWqRMgR4/Hvr0gUOHsLUwZvawNhydN4S5w1pjY26ka77zQihDvzjEO9suEhafWk1vRghRkykjscr9vEFn3hHeDE3+gDfPCK+p/ghv3sRTMUnp8NprubXJW7WCn38GAwNOB8bo1u/2ai6ju7VKgwbw+utw86aytrdPH2W7Wl1wmVi+6cqOVibMvL8VR94awldPdMWjiY1uX2xyBiu9bzFwiRcvbTqDj59MdxY1W5kDXpVKVeIPtfzQi4oQk5zBNzs+5ch3Uxj01AiIja3uLglRsshIpW5iDh8fGDRICYwvXaKBqRGvDGnF0beG8PaItjhY5o6y/Oxzm0FLvfh071XikgtJJCPqhQsXLhAeHl7d3RA1TERC7hTUvKNuRnlGeAtOaS56hNc2z4Vkzfr1uunLmJnBH3+AjQ2gJKzKIdOZaylDQ+UC7LFjSi6Kzz6DZs302yxZoozq51vna2yo5pGurmx7qR/bX+7Hox6uup+5LI2W3Rfv8vj3Jxi5/Ai/nwoiNUOmO4uap8wBb7t27di2bRupqYWPQqSkpLB9+3ba581oKsQ9iElKp1F8OG7xEVj+d75gyRghaiJHR+ULxa5d0LFj7vadO5VsmjNmQGQkFiaGzBjUAu83BjN7aGssTZQvo6kZGr47eIuBS71Yc8S/wBRFUfd5eHjo5cEYMmQI69evr8YeiZogPE/A65gn4C2uDm/eNbz5A16n7My8rSICaTJ/Tu6O776DTp10D08HxOju92gqAW+t17t3wbwT6elK5YG9e5V1vp07K+t8833X79rYhi8eV6Y7v/5AKxzyzDS4EhrPm39coM/HB1iy9yqhcTLdWdQcZQ54J0+eTGBgIJ6ennh5eZGVpVzJycrKwsvLi8GDBxMYGMjUqVMrvLOifolJTsc+WVk3pLG1U65QClEbqFRKRsxz52DNGnBzU7ZrNPD999CmDaxaBRoNFiaGzLy/Fd5veDKtfzNdopC4lAwW7bzMyK8Oc+RGZPW9F1HlDAwMdOdWgIMHDxIQEFB9HRI1QkRRAW/eNbwa/RHeuJTcgNc6X9IqF2tTDLMy+WLXMgxTs4OT556DZ5/Nfb4sDeeDYwFwtTHD2doUUQf5++vXnP/vP2Wdb9OmBer5AjS0MuX1B1pzbN4Qvny8K13crHX7YpIz+PbgLfp/6sXLm3zxvR2DENWtzAHviy++yIQJEzh58iQPPPAApqamODk5YWpqygMPPMDJkyd57LHHeOGFFyqjv6IeiUlOxy474MWpYfV2Roh7YWAAU6bA9evwySe5GTOjo2HLFr21v/aWJrz3UHv+nTuIsd1cddtvhCfy9GofZmw4TVC01EOsD9zc3DiXs5ZSiGx6AW8Ra3jzj/AWF/A6NTBl+smtdAy7pWzo0EEZ5cvj0p14UjOU5+zhbouoo9q0KbjOFyA8PLee7/PPF6jna2yoZoyHKzte6c+2l/rySNdGujJZWRotuy6GMvbbYzzx/XG8r0fIkkdRbco8ZKZSqfj1118ZPXo0a9as4dy5c0RHR2NtbY2HhwdTp07lySefrIy+inomMS4Rq3TlqrPa0bGaeyNEOZiZwVtvwTPPwBtvKF8qvv5aP9lVNjdbc5ZN6Mozfdz535+XOBcUCyhlIbyuRTBzSEtmDGqh9yVX1C2PPPIIX331Fe3atcPFxQWAtWvXcvDgwWKPU6lUHDhwoAp6KKpDkSO86sLX8O67dJcle6/pHucvS+RsbcqWjvfTPeQKnv6+GKxbl1tjPFve9bs93GU6c52Ws853/Hg4cULJ7rxlizIzKS1NKcn3++8QGgrm5gUO92hii0cTW94Z2Y5NPrf52SeQyEQl+egJv2hO+J2kQ6MGvOjZghEdXXQ16oWoCiUGvBcuXMDZ2ZmGDfVH2CZOnMjEiRMrrWNCqPJOoZGAV9QFLi6wcSN89JF+mQhQkltlZOhKHHVtbMPWF/uy9WwIn+y5SmRiGumZGj7bd52dF0JZMr4znd1sqv49iEr3wQcfkJaWxl9//YW3tzcqlYqAgIASpzWrCrmAIuqOiMTCA968F7/S84zwTt9wRu/4/CO8zg1MCbeyZ9q4BTxmGMXS7t0LvOaZwLzrd2WEt97o3Rt++w0CApSLsz/+CPHxMG1aocFuXk4NTJk9tDUvD27BjrN3WOl9C7/IJECZMfDKz2dxt7/G9IEtGNfdFRNDgyp4Q6K+K3GIQJJniOqg0WgxjMqzbrGhTGkWdUj+YDc5GZ5+GgYOVJKJJCtTl9VqFeO7u+E1dxDP9W9GzgXxq3cTGLPiKB/tukxyeiaibrG0tOTbb78lKCiIrKwstFot//vf/9BoNMXe8q77FXVPREJuAqG8yYIMi8nSnFf+gNfM2EDZplJxwrpxgfZarZZT2QmrrEwMae1kdc99F7VUTj3foCBlxHfmTP39cXEwYAD88gvk+/tjYmjAhPsa88/sQXz3VDc6ueau8w2ISuadbRcZ8KkXq7xv6SVXE6IylBjwSvIMUR2iktKxTYrL3SAjvKIuW7VKWT+l1cKXX0LPnnDpkm63lakR7z7Unh0v96edSwMANFr44bA/I786rJv2LOqmQYMG4e7uXt3dENUsZ0qzhbEBFia5E/T0sjRris7qrgt4MzIgRVku5JydqTksPq3A+srb0clEZo8qezS1lSmo9VlOPd/8f4dWrIAjR2DiRGjXTknSmJ6u18RArWJEJxf+fKUfG6f1ol9Le92+8IQ0Pt5zlX6f/MvyAzck8BWVpsSAV5JniOoQFp+KfXJs7gYJeEVdNnOmUhfRNDsD6qVL0KOHktE5z5fQTm7W/PlKP958sA3Ghsqf74CoZMZ9d4zlB24USFgj6gYvLy+eeeaZ6u6GqGY5AW/e6cyALrM7QEYxI7w5pc9YuVIJTn7/HacGynOlZ2qITtIPVPTLEcl0ZlGIEydy79+4oUx5btlSCYTT0vSaqlQq+rdyYNNzvdnxcj8e7OCsS2MRn5rJsn+u0/9TL76WwFdUghLX8EryDFEdwuJTczM0g0xpFnWbgQHMmaOUMnr8cbh4Ual/OGMG7N+vrJ9qoIzsGhmoecmzJQ92cGb27+c5FxRLlkbLsn+u4309gi8mdKWJffFrrETtlJSUxLZt2/D19SUuLg5ra2u6devGo48+ioWFRXV3T1Si1Iws4lOV5Qv5A169Kc3ZI7yF1e9WqVRKhvj334eYGHj8cbp/sYVDKBfabkcnY59nqvTpvOt3JUOzKMyOHeDlpeSl+PdfZVtQELzyCnz6KSxYoJS5MtKfTt+lsQ0rJ3XnZngi3x28xfZzIWRptMSlZPD5P9f58Yg/zw9oxrN93bEyNSrkhYUomxIDXkmeIarD3fhUDrTsRbilHZNbmNOtR4/q7pIQla9dOyV51dy58O23yrbNm5UAeMcOaN1a17S5oyWbX+jD1//e5Jt/b6DRKglmRi0/zGcTujC8g3M1vQlRGf766y+mTJlCTEyM3tRTlUrFrFmz+Omnn3jooYeqsYeiMkUWkbAK8tXhzR7hTUwtYm3/woVKsAvwzDNYdPeAXVcA8I9MwqNJbmB7JlDJ0GygVtG1sU1534Koi1QqGDJEuZ04oQS+O3cq+4KClFJGn3yiJMAqJClay4aWfD6hC68OacnX/95k29lgNFqlnNZn+5TA94VBLZjc1x1TI0luJe5diVOaJXmGqA5h8Wn427nyZ3tPYme8BC1aVHeXhKgaZmbKdLCtW8HGRtl29aqSNTMmRq+pkYGa2UNbs/mFPjS2U8qJJKRlMmPDGT7ec0WmONcRp0+fZvz48cTGxvLkk0+yZs0a9uzZw5o1a3jqqaeIjY1l/PjxnDlzpuQnKyeVSlXkLTExUa9tcnIy8+bNw93dHRMTE9zd3Zk3bx7JyVJPuqzC4guvwQv6U5rTMpXf+bz1d3WuXlX+toCSaXfxYpo55M4M8M/OpAsQnZTO9TDl8+zQqAHmxmWuYinqm9694a+/wNcXRo3K3R4eXnDtbz7uDhZ8PqELB+Z4Mq6bmy5BY2xyBp/sucqgpV78cvK2nNPEPSvzXzBJniGqQlhcbjZKp+ykGkLUK48+Cp07w5gx8N9/8PbbYFv4tMLuTe3YPXMA87ZeZNeFUABWeftxISiO5U96FBgRErXL4sWLUavVeHl50bdvX719kydP5uWXX8bT05PFixfzxx9/VHp/BgwYwPTp0wtsNzXN/VudlZXFyJEj8fb2ZtKkSQwcOJCLFy/y2Wef4ePjw/79+zEwkBGb0gqNS9Hdd7HRr5WrUqkwMzIgJSOLlOys7dHJ+utxmzlYKMsmcgYj5s0DV1eaGedepPDLE/AevxWlu9+neW6SISFK5OGhjPIePw7vvaeU2rPP9zN086YykJFvNmiz7MD3lSEt+frADbadC0GrVS74vL31Ij8c8mPOsDaM6OiMWpKoiTIoc8Dr5eVVGf0QQk9QTO4IgGu+k7sQ9UaLFsqXhp9+UtZEFcPK1IhvnvSgWxNbPt59hUyNluN+UTz89RF+fLYHHfOUhBC1y5EjR3jssccKBLs5evXqxfjx4/n777+rpD/Nmzfn6aefLrbNunXr8Pb25tVXX2X58uV6x77++uusX7+eKVOmVHZX64y7eS4Cu1gXvAhsYaIEvElpSkAbky8B1Sa3GNi9W3nQuLES/AKN7cwxUKvI0mjxi8gNeI/eyi0L2LelQ4W9D1GP9Omj5KDIP+MzKgq6dYOOHZVkjYX8XWvmYMGyx7syY1ALPtt3jX8uhwHKRZmXf/alk6s1bz7Yhv4tHWQJpSiVEqc0C1Ed/CMSGXrjBL3jArFJSyr5ACHqKktLePXVAlfC+ftvyDeFVKVSMa1/M36Z3puG2aO6d+NTmbDqOPuzvzCI2icuLo7GjQvWSc2rSZMmxMfHV1GPID09nYSEhCL3r1+/HoA52YFVjhkzZmBhYaHbL0rnTmzegLfgRWAzY2W0PCVDCS6i8gS8H45qQ6NF83Mbf/qpMqUZZVmEe3aSu1vhiaRlKscfuxmZvV/FfZKwSpRH/pkcS5dCQoJyMbdfP5gwAW7dKvTQNs5W/PBMD/54sS89m9nptl8MiWPS6pM89aOPlOUTpVInFmUUd3UnISEBS0tL3ePk5GQWLVrEr7/+SmhoKC4uLjzxxBMsWLAAc/OCmU0vXLjA/PnzOXLkCOnp6XTq1Ik333yTsWPHVsp7EZCcnklG6F1+2PqhsuH2Lti1q3o7JURN8vffyhqprl2V3w0nJ73d97nbsXNmf2ZsOMPZ27Ekp2fx/IbTzB/Zjmn9m8kV8VqmUaNGnDp1qtg2p0+f1lVSqGxbtmxh48aNZGVlYWdnx6OPPspHH32EU/bPoVar5fTp0zRq1IimTZvqHWtqakq3bt04deoUWq22yJ/F5s2bF/n6QUFBuLq6EhsbW2HvqTrkXDAo7sJBjtuRuRczLFTpBd67SXbiquS0TGJjY7kTlVvloP2OjXBFSUyVed99JD74IOQ5vl1Dc25FJJGepeHk9TtYmhgQEKXMsurkYkV6ciLpsuy6wpXl869LDLt2xaxtWwyuXlU2bN6Mdvt20qZPJ23uXLQ5uSvyaGGtYtWEthzzj2X5wUCuhSsDIcduRTFmxVHub23PywOb0Nyh9lQoqK+ff0XTaDSo1SWP39aJgBcqZ03R+fPn6d+/PyYmJsyZMwdHR0c2btzIuHHj+PHHH5k2bVqVvLf65mZ4Io3iI3I3NGlSfZ0RoqZJS1MyX2ZlwZkzMHAgHDgAbm56zRpamfLL872Zu/k8Oy+EotXCh7uuEBCVxMLRHTGQ9U+1xogRI1i1ahWfffYZs2fP1ju5azQavvjiC/bv388LL7xQ6X257777GD9+PK1btyYxMZF//vmHNWvWsH//fnx8fHByciI6OpqkpCQ6dOhQ6HO4ublx+PBhYmJisLOzK7RNSVJTU/H29i7PW6kxfH19S2xzI8QAUKFCy9WzPtzM9/0uI0XZn5qpweugNxduqwE1Bposmq9fpWt3bPx4Yg4d0jvWNFkFKN99th06izIrWnncxCCmzvw711Sl+fzrFDMzVB99RJP9+2n788+YxsWhysjAdMUK1OvXc23CBPwffBCtUeHliF5oDmetVey6rSYqTTmPHbgehdf1SPo4aRnRWINVLapkVO8+/wqWmppa6IBlfnUm4K2MNUWvvvoqSUlJeHl50SO7LM60adPo27cvc+bMYdy4cdgUciVKlM+5oFiaRYfkbpAkaULkMjGBPXtgxAil7MP160rQ+++/BX5XTI0MWP6EB80dLFj+700ANp64TUxyBl9M6IqxoaxqqQ3ee+89tm/fzltvvcW3337LgAEDcHZ25u7duxw5coSAgACcnZ159913K70vJ0+e1Hv89NNP07t3b1566SUWLlzIt99+q8vCbGJSeLK0nAvRycnJRQa8fn5+RfahefPmaDQaBg0adC9vocZISEjA19eXbt26YWVlVWzbDy+eAtKxtzDm/sE9C+zfdOc/AhOVUd1efftzMMkP7oSTpTYgcOtOzJcsBDMzOhcyMOAUlsgW//MAhGjtCE9OB5QkWc+P6ImrjSSOrAxl+fzrpCFDSJ03D776CpNvv0WVmopxQgKdVq+mvZcXyWvWkNWlS6GHDgZezdKw7XwY3x8NIjIpAw0qjoapOBdjxNQ+bjzVw6VGlzKq959/Bck7sFmcOhPwgrKmKC0trcgfnOLWFM2fP18v4A0ICODw4cN4enrqgl0AQ0NDZs6cyaRJk9ixYwfPPvtsJb2b+uvc7VhaR97O3dCxY/V1RoiaqEMHOHJEqX146xb4++cGvS1b6jVVq1XMHtYGdwcL3txygUyNll0XQolPyWDVpO5SbqQWcHFx4ejRo8yYMYP9+/cTEBCgt3/o0KGsXLmyyqY05/fiiy/y/vvvsyt76UnO1fa0tLRC26ekpOi1uxdqtbrOXHC2srIq9r1kZGmIzF6T62prXmjbBuamgBLwGppZEJOWW6vZrWtHjP/8E9LTMTY2LnBsL2trGttdJyg6BZ/A3KnQPd3t6OAu9bwrW0mff51mYwOffw6vvw7z58OGDQAYxMZi1bFjbmm+IkwfYsfT/Vux5og/3x28RVJ6FknpWXztHcgf58J448E2PNLFtUZndK7Xn38FKM10ZqhDAW9Fryny8fEBKDQrZs42Hx+fIgNeWX9UepGJ6Rz3j2VAS1usTQ05fiuSEZGBuv3xjRujqeX/VnWRrD+pZg0aoPrrLyzHjMHg+nUICkIzYACJu3ahKeTvz5Dmlnwxri1zt10jLVPD4RuRPLHqGF+Pb4e1Wdnnf8nnXzFKu/6oWbNm7Nu3j5CQEM6ePUtcXBzW1tZ4eHjg6upaBT0tXtOmTbl06RIAdnZ2mJubExwcXGjbkJAQLCwssC2izJbQF56QhjY7fnUuJEMzgLlx7khWcloWd2KViwqmRmrsLLKD3EKCXVDyoIzp6srX2bNAcjw3oFk5ey5EKTVuDOvXw2uvKRnEJ04sWMpIqy2YvBEwNzbklSGtePy+Jiz75zq/nbqNRgt34lKZ9dt5fjoawPyR7egl5bXqtTIHvDnTf2fOnFlkmxUrVvD5558XOyWpIlXGmqKcE7VbvnVxebcVdTIvjfq2/qg4X1w0ICBRRTsbDQ830RAab0ibCCXgzTQ1xStnBEvUSLL+pHqZvPMOfRcsoMHt26jv3sXwwQc5vHgxqY6Ohbaf0QZ+uGpASpaKCyEJTPzBh5fbZ2Fxj2ue5PMvn9KuP8rh6upaIwLcvDQaDX5+fjg7K6OBKpWKHj16cOjQIQIDA/UuMqempuLr60uPHj0keVophcTkqcFbSIZmABvz3F/g6OR0uh3eRXjT7jg4OpXq3/n5gc3Z6htCSHag/GAHZ4a2dyrhKCEqWPfu4OWF7gpPjrAwGDYMFiyAsWMLDXwdrUz4eGwnpvRzZ/HuKxy8puSCuRAcx+Pfn2BYeyfeGdkOdweLqngnooYpc8AbEBBQ4shkbGwsgYGBxbapSJWxpqi49sbGxqhUKl2bwsj6o9IJjk0l4PgZAK7EqhnQoSkOSRdoEpddQqVzZwYNHlxRKB18QQAAotVJREFUXRYVSNaf1Bza/v3JevhhDK5cwTwiggc+/5yEw4fBsOCf+EFAv55JvPT7JaKSMghJVrE+yJpVT3Qo00ivfP4Vo7Trj2qCsLAw3aypvD755BOio6OZNGmSbtukSZM4dOgQn3/+uV7OjO+//56kpCS9tqJ4t6Nzv2s0sSv84khOGTKA2D0HWLJ9KW9Y2LDp2XmAZ4mv0cDUiG0v9WXb2RBszI0Y281NLkiI6qFSFQxo582DCxdg/HgYOhS+/bbA8p0crZ2sWDulJ4dvRPDRritcvavMQtp3OYyD1yJ4fmAzXh7cUpbz1DOV8mknJiYWuk6kKpV3TVFx7dPS0tBqtbL+KFt51h/suqZ/YWTPlUh6BF/WPTYcPLjO/DvVVbL+pAawsVHW7w4YALdvY/Dpp9g4OBTZvJeNDb+/YM0T358gIiGNq2FJvLzlKpum9cbavGxDvfL5l09p1x/VBB9//DEHDhzgoYceomnTpiQnJ/PPP/+wd+9e2rZty4IFC3Rtp0yZwvr16/n666+Ji4tj4MCBXLhwgRUrVjBgwAAmT55cfW+klrkdlVuLvql9UQGvcuHENCOVTv+bDYBjUizNk6NL/ToNG5gyY1CLcvRUiEqQkaGM8Ob45x/o1EkZ7Z07F4rI5jyglSO7Zjqw5UwQn+27TkRCGulZGlZ43eKPMyG8M6odD3d2kQs79USpzrS3b9/W3UAZwc27Lefm7+/PoUOH+OOPP4pdw1pVmjZtSkSEMqWhrGuKipu2HBISotdG3Lvjt6L0HgdFpzDQ/2zuhn79qrhHQtRSzs6wfz/s3QujR5fYvIWjJb883xsHS2Vk6L+QeJ5e7UNcckZl91TUUkOGDMHV1ZUNGzbw+uuv8+677xIcHMy7777LyZMn9TIuGxgYsHv3bt544w0OHjzIiy++yPbt25k9eza7d+/WKwEoiheYZ4S3qIDXMXuEd/bhTTjeDQLgtGs7Iic/X/kdFKIyGRkp9ea3bcstU5maCu+8o0yBPnGiyEMN1Coev68JXnM9edGzBUbZ9arvxqcy85ezPP79CS7fiS/yeFF3lGqE193dXe8KyFdffcVXX31VZHutVsuyZcvK37tyKO+aop49lbT/x44dK/DcOdty2oh7o9VqOeEXVWB7sHVDkp1cME+IA5nOLETpNW2q3EqpZUNLfp3eiye+9yEyMY2LIXFMXXeKDdN6ynQvUcDo0aMZXYqLKTksLS1ZsmQJS5YsqcRe1X2BUbkBr5tt4QGvu4MFHiFXmXZ6BwBpBka8OeI1PnS1qYouClG5VCoYMwYeeADefx++/BI0Grh4Efr2hZdfho8+ggYNCj3c0sSQtx5sy4QejVn01yW8stf3nvSP5qGvD/NUr6bMGdYaG/PqnZ0qKk+pvtE888wzqFQqtFot69evp3PnznTt2rVAOwMDA+zt7bn//vsZNmxYRfe1UJW1pqhZs2b069cPb29vzpw5Q/fu3QHIzMxk+fLlWFlZ8cgjj1TiO6v7boQnEpmYXmD72kFP8sre78H/FlhaVkPPhKhDVq6E4GD48MNCd7dsaMUvz/fiyR9OEJmYzpnAGF7a5MsPz/TAyKD2TLcVoq7KWcPr3MC0yLqi7hZqPtu7HAOtBoBlA54ixKkJHk0kE7aoQywtlTJGEyfC88/D2bNKgqtvvlFK9fn6FprQKkczBwt+mtKTf6+GseivywREJaPRwoYTgey8cEcXFNfkMkbi3pQq4F27dq3u/vr163n00Uf11upUp8pcU7R8+XIGDhzI8OHDmTVrFg4ODmzatIlTp06xatUqKalQTvmnM+d4sIMz5mYm0L59FfdIiDrm7bfhk0+U+02awPTphTZr5WTFuqk9eWLVCRLSMjl4LYK5m8/zxYSucuIXoholpGYQnV2Dt0kR05kBVJ9+Sovs+vXnXFrx432P8mB7J8yMZeq4qIO6d4eTJ+Grr5S1vMnJMHt2scFuXkPaOtGvpQOrj/jzzb83SU7PIiY5g3lbL/KHbzAfj+1Ey4aSjLEuKfPle41GU2OCXajcNUXdunXj6NGj9O7dm6VLlzJr1izS0tLYvHkz04v44ihKr6iAd3wPWRstRIXIW77mpZfgwIEim3ZoZM2Pz/bAxFA5Lew4d4eFf11Cm788hKhyU6dO5c8//yy2zc6dO5k6dWoV9UhUlbzTmZsWkaGZ4GDInjaeqTbgzRGv0dSpAfNHtquKLgpRPQwNlZq9ly7Be+/B00/r709LK1jeKA8TQwNe8mzJv3M8eaRrI932UwExjPjqMMv2XSM1I6uyei+qWK1fpFXZa4q6dOnCzp0777V7oggajZYT/voBb4e7N2nUqjF9pDi4EBXjlVeUGtbLlkFWFkyYAKdPQ7NmhTbv1dyeFRO7MWPjGbI0WtYdD6RhA1NeHlx4+QdRNdauXYu7u3ux57rz58+zbt061qxZU4U9E5XtVkSi7n6R9UPnz4fsShMGr77Cpg+ew8HSWLLPivrB3R0WLSq4ffp0iIlRlvU0alRwfzZna1O+esKDx7o3Zv72iwRGJZORpWX5vzf560IoH43pSN+WRVc9ELXDPQW8UVFRrFmzhlOnThETE0NWVsErICqVigPFjCaI+u3K3Xhis7PBDmvvxJO9mtB27Hs4rz+H6oAn7NgBUttTiPJbsgSuXVOyXEZHK4k/jh0Di8K/PD/Q3okl4zozZ/N5AJb+fQ03WzMe6epaaHtRM6Snp0vm4zroeliC7n4bpyLOiR4e8OefoFKhWrBAl7FZiHpr1y5Yv165f/iwkuTqmWeKnfLcv5UDf78+kG/+vclK71tkarT4RyYx8Ucfxnd3471R7ctctk/UHGUOeC9fvszgwYOJjIwsdqqbXFkUxck7nblPC3sGGybA5exyRJGREuwKUVEMDGDjRujVC65fhwsXYOpU+PXXIk/+47q7EZ6Qxqd7rwLwxuYLNLIx4z53u0Lbi8pX3Dk1PT2dw4cP66oSiLrjeljuCG/rogLe11+HSZOUjLV28jsqBGo1ODkp9XtjY2HyZPjtN/j+eyimpKipkQFzh7dhdNdGvL31ImcCYwDYciaYIzci+XR8Zwa1dqya9yAqVJnX8L7xxhtERETw1ltv4efnR0ZGBhqNpsCtsFFfIXKc8IvW3e/Twh5+/jl3Z/51GEKI8rGxge3bcy8k/f47fPppsYe8MKg5T9zXGID0LA3T158mIDKpcvspdJo3b667AXzxxRd623JuTZs2xcbGBm9vbx5++OFq7rWoaDeyR3jNjAxwszUruqG9PXh6Vk2nhKjpRoxQ1vbm/T65Zw906ACrVxe7theUi0ubZ/Rh8aOdsDJVxgbvxqfy7JqTvL31IolpmZXZe1EJyhzwHjlyhFGjRrF48WLc3d1lCpUosyyNlpPZ63ftLIxp3dBKGW0CZcTpySersXdC1FHt2ikjvTnmz4eDB4tsrlKp+GBMRwa0UtYuxSRnMGXtKWKSCpYSExVPo9Gg1WrRarW6soCF3YyMjOjUqRNvvfUWS5cure5uiwqUmpFFYHZJopYNLSVjuhBlYW8PGzYo0/1dXJRt8fHw3HPw4IMQGFjs4Wq1iom9mvD36wN150GAX07e5sEvD+HjV3jiVVEzlTng1Wq1tJdyMaIcroTGE5+qXB3r1cwOdegduHxZ2dm7NzRuXI29E6IOGz0a3n9fue/kpGS5LIaRgZoVT3WjtZNSD9s/MokZG8+QlikzeCpbQEAA/v7++Pv7o9VqmTVrlu5x3tvNmzfx8fFh8eLFmJsXXbZG1D7X7iboBqIKTGdevhxeeAEiIqq+Y0LUJg8/rIz25i09um8fdOyo5LcoQSMbM9ZP7clHj3bEPLvMV3BMCk/+cIIv/rlOZpamkjouKlKZA97u3btzrRQ/IEIU5USeq2K9m9vrl0p54IFq6JEQ9ch778G778K5c9C/f4nNG5gasWbyfThYKolwTvpH8/bWi1KuqAp5eXnx7LPPVnc3RBU7Hxyru9+lsXXujogIpfboqlXQpo2SiVYIUTRbW/jpJ9i9O7dcX9++0Lp1qQ5XqVQ81aspe18bSM9myjp5jRa+OnCDiT/6EBqXUlk9FxWkzAHvggUL2L17NweLmQonRHHyBrx9WtjD/v25OyXgFaJyGRjABx9Aw4alPsTN1pzVz/bA1Eg5ZWz1DWH18eDy9+XWLZg1CyZOVNZazZ6tZNa8ebP8z12HDBo0iKZNm1Z3N0QVOxcUq7vfxc0md8frr0NcnHL/0UeVL/NCiJLlrO19+WUlgVX+ZIAlXMhtYm/OL8/35o3hbTDIXmJw0j+aEV8dZv/lsMrqtagAZc7SHBQUxCOPPMKwYcOYOHEi3bt3x9rautC2zzzzTLk7KOqWLI0WH38lYZW9hTGtjDOV9PEA5ubKlGYhRNXSaJT1TEXU5wXo0tiGLx/vygsbfQH45tBtJrdWMag8r2tgoJSLKEzbtvDII/D449C1a7HlJOqLU6dOlVgO8L333quGnonKcD474DU2UNPWJXtK87ZtuUkebWzgo4+qpW9C1FrW1vDNNwW3//03LFyoJLVq167Iww3UKl4e3JJezeyY+ctZ7sSlEpucwXPrTzNjYHPefLCtLhgWNUeZA97JkyfrEmisX7+e9evXFyiXkJNkQwJekd+V0HgSstfv9m5uj2rlSqU2KMC4cWBsXI29E6IeioxUSpqcPQvnzytre4vwYEcX3nywDUv2KstaNt1Qc/+dBAbY2JT8OklJylRMd/fcbe7u0Lw5+PkVbH/1qnL79FNo315JPtKtW5neWl0RFxfHmDFjOHToUInlACXgrRuik9K5FaFkRW/nYoWJoQEEBcGMGbmNli8HKUUlRPnFx8Pzzyu/Y127wv/+B2+8UWyeix7udux+bQBvbrnAvuzR3VWH/LgcGs/yJzywtZDvszVJmQPen376qTL6IeqJwzcidfd7N7eDZoNg5EjlytqCBdXYMyHqqTlzYO9e5f6kScp9ddGrXV4c1AL/iCQ2nwkmQ6vi9T+usMPFHjfbYhImXb4MY8cqV9aPH9d//r/+Ui50abXKKPPJk0r5iKNHc6eXXb8O+af0arX1ZtT3jTfewNvbmwEDBjBlyhQaN26MYQkJx0TtdvRm3nOlPSQnK9OXc5JUPfywlPAToqLcuQOmpsr99HR45x3YsgXWrIEuXYo8zMbcmFWTuvPT0QA+2n2FLI2WwzciGb3iCKue7kH7Rg2q6A2IkpT5jCmJM0R5HLwWrrs/oJUjOLgrU5qDgiQ7sxDVYckSJWPl3bvwzz/KiOrbbxfZXKVS8dGjnfALj+dMUDxRSRk8t+40m1/og5WpUcED/vxTWaOblF3Dd/Vq5Up6jrxZ/1u1Utbxv/OO8sV+61allJKdnVJiIq9ZsyAgAJ56Ch56CMyKqVFay/35559069YNLy8v1MVcjBB1x5E8F4cHORvDmDFw5oyyoXlzWLu23lzwEaLStW2rzHB6/334/HNlmY+vL/TooZyP3nkHTEwKPVSlUjG1fzPaN2rAy5t8iUpKJyg6hbHfHWXp+C483KVRFb8ZURg5c4oqE5+awelAJZtkMwcL3B0scndKsCtE9XByUoLKnC/P772njK4Ww9hQzedj2+JoqozAXr2bwMxfzhYsz7BhgzKymxPsdu4MAweWrl+Ojsr0zcOHlSvteaWnK8+9YwdMmKC8hylTlAR4haxtre3i4uIYPHiwBLv1hFar5fANZSTXkkx6T3xIuRgFYGUF27crF4GEEBXHzEy5AHz8OHTooGzLzIRFi5RzV94Eq4Xo3dyev17tT2c3Ja9RaoaGV385yzf/3pCqBjWAnD1FlTl6I5IsjfJL79nGsZp7I4TQuf9+pVQRKAHjk0/mrq0vgo2ZEdPbZtHAVJko5HUtgg93XcltsHo1PPNMbgD65JPKF4k2bcreP6N8I8e3bulfbU9IUEa8hg5VLp7Nnq1MjdbUjfqIrVq1IixMMoDWF763Y7gTlwpA99YuqKdOUXY0aKAsOejUqRp7J0Qd17OnMpvivfdy1/Bev66cX774othDG9mY8fuMPozv7qbb9tm+67yx5QLpmXXjfFRblRjwNm/enBYtWuDv7697XJpbixYtKr3zonb592r2dGatlukbPoE//qiTozFC1EoLFsCAAcr9oCBlxLSEq9INzeDzR9tgmJ2Rcu2xANYfD1DW4OZNrvPSS8oosnkx63zLol07pY///AOTJyujXjlCQ5UvJb16gZub0q6We/nll/nrr78ICQmp7q6IKrD97B3d/Ye7NFKS53zwgVI7u2/f6uuYEPWFiYkysnvmTO7vnLm5MmOpBKZGBiwd35m3Hmyr27blTDDPrjlJXHJGZfVYlKDEgFej0aDJc5Vco9Gg1WpLvGnqyJV1UTHSMzX8fekuAINDL+GyeSOMH69MRxRCVD9DQ6XcSc5a2T//hK+/LvGw+5rasPjR3BGn37//k6zx43MvZr3+ulICoqKn4xoYKOt9f/oJwsLg99+VMkZ5R4PVaiXozevKFSUzdS0yYsQIhg0bRv/+/Vm7di0XL17k9u3bhd5qoq1bt9K7d28sLCywtbXl4Ycf5sKFC9XdrRopLimNW38q05dNjdQM6+CkLDd4991iy4YJISpB587KsprVq2Hp0oLJE0NCCr0wrFKpeNGzBSsmdsPYUDn3HfeLYux3RwmKTq6Knot8SkxaFRAQUOxjIUrjyM0I4rPLEb15fkfujnHjqqlHQogC3Nxg3TolCRQoI0sDBoCHR7GHTbivMbciE/nrrxOs3rIQg+TsE/r48UoCkMpOrmNmBo89ptyio5VkVzt2KNOn87/2c88pU6s9PGDYMOXWt2+RCUlqAnd3d105wGnTphXZTqVSkZmZWYU9K9nq1at57rnn6NixI59++ilpaWl888039OvXjyNHjtClmAyo9U5SEuEPjmX90f1MHf8+jZ98lAaFJYITQlQdtRqmTi24PT5eOY907qys/S2kbN6ozi44W5syff1porJLjT367VF+eKYHzRpI0rmqJHUNRJXYeT4UgA5ht2h34biysVkzGeEVoqYZNUpZA7tsmfL72bJlqQ57a3hbov2CuWPliFNiNBebtMd5xQ84VnWiJTs7Jah97rmC+8LClGBXq1UycPr6wiefKFPVevXSv7m4VG2/i/HMM88UqHdfG8TGxjJ79mzc3Nw4evQoDRooJToef/xx2rdvz8yZM/H29q7mXtYQFy6QNnY8rW7dAOCrvz4j7tPnSzhICFFtlixRqgkcOADduyvVCBYsKJCnontTW7a91I8pa09yKyKJyMR0nvj+BIsfbi1BWBUq9791fHw8cXFxWFtb605mQuQVl5LB7v+UgPfVU3/k7pg7t9ii3kKIavLxx9C/v1IKpZSBllqtYtHzQ5iU+g2jflnO8r5P0HTzJX5+vhfmxjXk9zwzU/m7888/ynrIHMnJ4OWl3HIcPAiDBuU+zshQ/l5VQ+C5du3aKn/NirB9+3bi4+OZPXu23vcDNzc3JkyYwOrVqwkICMDd3b36OlnN1OnpmCxbhubTJZikpwGQYGzG329/xhPNas5FFyFEPt26KQM32TmO+Pln+OUXZabRO+/o1e9tYm/O1hf7MWPjaU74RZOWqWHutqs80lTFwOrO4JyWBrGxSvUDKyuwsdHfX0dq3t/Tt5DMzEyWLl3K6tWrdcmsAJo1a8Zzzz3H3LlzMZRARmT740wwqRkaOoTd4sFLh5SNjo5KUhwhRM1jbAyPPlrmw8yMDVjxfH/GpKuIiUslJiiWyT+d4qfJ92FhUgPOCa6uylV5UEZ7DxxQahD/+69+ciuVquA07hUrlCQmXbooU9i6dIERI2rUSHBN4+PjA0DfQhIt9e3bl9WrV3Py5MlqCXg3+QRy6N+zvL76fVRaLWi1qNDq1uOp8v3/o2kfEWnrqFuuN+DMASbs35injRaVFkALWnTPFW7TkLemL83ZjFarZfYfy+h+Q6mpOyQxFrP0FF2//nNqwdfPL+Krtx+vin8GIcS9GjtWmRH13XdKUrnoaOXvx++/K7fhw+HFF5U2hoZYmxuxfmov5v1xga1nQ9AC2wMNMP7Hj8XjPDA0KN9sKI1Gy+nAGA5eC8c/MonEtEzSMzVotFr6nDlAk5BbOESH4RATjk18NOYpCVgmJ2Ccka57jp33P8668TP1nnfTq4NBBemGJmQYGZNhZEy6kYlyMzYhPfvxlpFTuOXeTndcs9vXePTvDag0GtTZfyPVGg0qrRaVVoNKC98+8w6enp15qle+tdGVoMzfQNLS0hg+fDiHDx9GpVLRuHFjXFxcCA0NJSAggPnz57N371727duHsbFxZfRZ1CKZWRrWHQ8A4K2Da3N3vPOOsu5OCFE7BAQoV4LzTdcy/vlneOIJXV1Qpwam/PhsD574/gQJqZmc9I9m8k8n+WlKTyxrQtCbw8lJmYI2caLyOCQEfHyUW1iYUgImr/PnISZGGfk9eFDZ9u+/VR7wXrlyhatXr5KYmMikSZOq9LXLKjg4GFBGdPPL2ZbTJr/mzZsX+bxBQUG4uroSGxt7z327GRrD1YAI2t0qXfIs/5AoApNz13l3Cw2j+Z1bJR+Yno5fRJLeJrOocFyjQ/W2ZanU/NT9YXY/+QqfPd6Z1KQEUkvVM1FbJSQk6P1f1FKTJ8PYsZisWYPJt9+ijlBqaPP33/D33yQvX056nr/V7w1riqO5mlVHlYusv/veJTTuBJ8+0gZzY4N76sJF/0h+3nQQ06tXMMrKZE+XYXr75/z9O72D/ivxee7GpXIqIEb3WKXVYJypBMTGGemQUtSR8HXbYZzCWffY4lYgfXy9ij4AuOofTuO2scTGWpfYt6JoNJpS1agv87ePZcuWcejQIUaOHMmyZcto3bq1bt+tW7eYM2cOf/31F8uWLWPevHllfXpRx2z1DSEwKpmRV48wMOCsstHdXbnqJYSoHf74A6ZNU5JanTypKy/kvmcP5qtWKdmcd+/WZZHt0MiaTc/14ukffYhPzeRUQAyPrzrOj8/2wMW6hl7ocnVVrtgXVXaiQQNo1Aju5JaMoXPnqukbcO7cOaZNm8a5PFOxcwJeb29vRowYwW+//cbDDz9cZX0qSXJ28jKTQhKCmZqa6rUpq9TU1HKt/w26rUZL8dP0NKjQqlRoATVa1KrcIzQGBqQaGpMzGVFpp7RXkT2aq1KRbGyGmUH2aHH2f1JMzYk2b4AWFZlqA0437cSOIWOx7+TO045JXDx9/J7fl6h9fH19q7sLoiJ4eGDwzTc0+ecfWvz5Jxbh4WSamuLl6Ehmnr9Vdleu4JmcTEaj9qwLtSRLq+LwrRgmrDrO9LZZWBc3VqjVYhoZSYPA/7N333FR138Ax1937L0coCiIewuimeDIsukqTSu11ExbmqOsfpWmZe6Go+EqV+bIzLSlprhx4N6KICAqex9w3Pf3x+EJgoqsO+D9fDzuwd33+/l+7/3lC/e59/f7GeE4hYfjGBaGxeVwOlyPopNOPzNClEN11t6R8EY5Vs/3Os3CmkRrB5Kt7Ui2tifZypZMM0vO1Mx/odEiJ4djHo2w0mZhmZONdXYWVjlZWGmzsNZmYaG7PbVohkX+z3lFdf8kVK3ouHr1KkFBYfctezcajQbbIkx5qFKUB2s83jJ3wvPjx48XmlHrdDratGmDoiicPHnyQXZdZdy6ch0aGmrkSEomMTGRoKAgunTpgvOdbf6BFE023b/chebGTbYtfoNq6Un6FWvX6vs4iArtfudfVBJarX5AjlvTyDz+OKxZQ8Z332H90UeGJp98+22BC1mnopIYuDiYpAz93IM1HKyY96IvD/m4lecRlK7YWP3d3gsXSuXCXVHqgwsXLtC+fXtycnJ47bXXuHDhAn/99Rc5uVM/KYpCnTp1ePTRR1m2bFmJYyotPXv2ZPPmzZw5c4amTZvmW/fPP//w5JNPMmfOHMaNG/dA+/Xx8UGn0+VL/h9Ujk4/faJKyU1iVSpUahUqlarcBghLSUkhJCQEPz8/HPLOJS2qBDn/lVhODub//Yc6IoKsO0Z4tn35ZSz/+ANFrSbevRZHHL047+JJjJ0ziosrz3eqT31Xa3JatkRXt65hO/N//sFuxAhUycn3ffszx8/hVNMNCzM1arUK85AQVAnx6GrXRlerNkppjbmk1aLKyACNRr/PvBc3MzJQx8eDWo2iUulHu771yH2t2NujMjPDTF38z9w2bdqgVqvvm1M98B3ey5cvM2rUqLvePlar1Tz11FPMK8L8jRXFhg0bmDlzJidPnsTS0pLAwECmTp1Kq3K8ul/RKIrC55vPcj1Zg8ranuAuvXnmr+X6foH9+hk7PCFEUZmbw5o14O8PaWn6Pq8uLuS7T/v++4Umfy1qO7H+9YcZtuwQEfEZ3EzJ5IVFBxjasR5juzfEoSJOuVKtGjz6qP5RTiZPnkxWVhZHjhyhadOmTJ48mb/++suwXqVS8fDDD3Po0KFyi6ko8jZbvjPhjYqKylfmQanV6kpzoc3BwaHSHIt4cHL+K6ncGzv57j3qdPqZAgCVTofbtUgevxZJvvux63KLfv8D6rx5RoMG+qmQ7pClNueymyeapi1o9XQnzFq3olkjL8htRQPAY+VXX93mArVrlfm7FKU5M8AD95C2tLQkLS3tnmXS0tKwsKiAX2QKsWTJEvr27UtaWhozZszg448/5tSpUwQEBHD8+HFjh2eyFu4KZc1hff8EGysLWq38Tj+/53ffVYrR3oSoUpo00fdHcirYz0Yzfrx+VOe7aFjTgY1vBtDBR9/HV1Fg6d4rPDJ7J6sPXiVHZ+QRKiuA7du389xzzxVIGvOqW7cu1/I2tzYB7du3B2Dfvn0F1t1a1q5du3KNSQghjEan038Pfustclq0IOceA/wu3HmR09eSbi9o2hS8vPSDJb7/Potf/4zHh82n+bh1fDV7Ha13bMLs/Qnw5JP5k10BFOMOb8uWLVm/fj2TJ0/Gza1gs7TY2FjWr19fKSaTN/k5BNPS4K+/9AnkreYChT1XqaBzZ7Czu71tVBScP1+w3J2vbWzyDa0OQGgopKSgTknBISwMdY0a+mHMLS1J1MIPOy4Su+kvrJt2RmNhzWe9W1DH1RZefrlcfz1CiFIUEKCfymfKFDhwgGwPDw516kSzMWOwvs9FLDd7K1YN78DSPVeY9e95srQ6YlOz+HDDSZbtC+OTHs0IaFCtfI6jAkpMTLzvnVCdTkdWVtY9y5S3Pn368M4777B48WLGjh1rqEMjIyNZu3YtgYGB1Mvt9y2EEJWeubm+lWO/fqQkJrLrv//o6uWF482b5MTEsHv/OQ6fiUKrUrPbug4z5+2hr58nIzr70LCmg37wSGDf5Vg+X6QfBd/NzpIZfVuhLkGz4KrggRPet99+mxdffJH27dvz8ccf07VrV9zd3bl+/To7d+7k888/JyYmhrlz55ZFvOXKlOcQPBmZxNXDJ3imiH1hN675j5Q69XKnRYBGvy7n4S8n3Xe7ZI86/LxaP8qaooCCwlP/G0m9/f/hCHS7o7wz8H7uc7WiUPvdUfRtW7wma0IIE+PtDUuXApCWmEjMA1zwM1OreK2zD0+2cGf6X+fYclI/Su256ykMXByMl5st/l6ueLnZ4mBtjrWFvl+PqVfhTdwdaelZ/BEmi6JGjRpcunTpnmVOnz5NnTp1yjSOB+Xi4sLs2bMZOXIkAQEBjBw5kqysLObNm4dOp6sU3xOEEKK4FDMzdPXrQ9u2mAFdXwab0Dg+/O2kfnR3BdYdiWTdkUiaeTjSwceNuq42zPznvGEf/3u6KS52MivO/TxwwjtgwABCQkKYNWsWw4cPL7BeURQmTJhA//79SyVAYyrJHIJlPaXChsNh/PfXOZ4pYvkvt1/mqsvt0TAHn4zm4SJsF5+hZfpf5/Ita3QzhaJck//g/N+o/CaX6DiF6ZIpFaq24p5/BzVMfcaHvq3cmL39Cmeu67vIhMelEx5XvBF7jWnYw57UsS/+HIJFmVKhW7du/PLLL1y8eJGGDRsWWH/o0CG2b9/OW2+9Vew4ysqIESNwdXVl1qxZTJgwId84GJWhJZgQQpSmh3zc+OudTizefYXvgy6TotECcCY6mTPR+fvw1q9uRx/f2sYIs8Ip1qSIM2bMoHfv3ixdupRjx46RlJSEk5MTvr6+DBs2jIcfLkoqZfpKMofg/ZTGlAoJNo5M7TqM3MkQUCn6Ib4BVIqCWtGhyn2eaJN/BMDTNeuzoMPzqFD0E0LnjlR553YJNgVHDtzp488NB7fcyaP126sVBQtdNjY6LW4WOVj51CIhoAMJu3YV+xhFxSBTKlRtJTn/r3nDEXsVB26qCU0BnWLq93MLKo8pFT788EPWrVtHp06d+PTTTw19dU+fPs2uXbuYPHkyDg4OvPvuu8WOoyz169ePfjJYoRBCFImVuRlvPdKAVzp688vBq2w6fo0TkUn5ypipVXz4VNMSjXBclRQr4QX9Hc7C7nxWJiWZQ/Bew2PfmlKhS5cuxY7N9VoKHW6kQZ/WhiZ/KhWoUBnm+rv1Q6VS8R63x4rSr2+Iit75lqlyN8y7zBGYo8rTrFAFqueaoFKBJkPD5cuXqd+gPja2ttRxsaaOizXq3B2YVuM6UdpkSoWqrbTO/yO5PzOycriaoOFakoaMbB1ZWh3aCjCgVeOadrSsVfzjty7C4CKNGzfm119/5cUXXzTcxVUUhVatWqEoCs7OzmzYsIG6eaawEEIIUbHZW5kzvJMPwzv5EJuaycUbqVxLzCBHp9DY3YHWdZyNHWKFUeyEtyq4ddU9MzOzwLqMjIx8ZR5USadU6OTsTKdmxd68VCQmJhKUcIkuLWvLkPpVmEypULWV1vl3BjxqlHg3FU5Rp1R48sknuXLlCsuWLePAgQPExcXh5OREhw4dGDp0KK6urmUcqRBCCGOpZm9FNfuCN+BE0UjCew9lOYegEEII8SCcnZ155513eOedd4wdihBCCFFhFOnSspmZ2QM/rK2tqVu3LgMGDODgwYNlfRxlQuYQFEIIIYQQQoiKS6Uoyn07SRW1ydXdWFhYsHXrVjp37lyi/ZS3hIQEvLy8cHJy4vTp0/nmEGzWrBmtW7dm9+7dD7xfGxsbtFqtyU0h8aB0Oh0ajQZra+sS/42IikfOf9Um5790REREYG5ubugmcy+xsbGcPXuWyMhIsrOzCy3zchWY71zqUFEZyPmv2uT8l46i1qFFSniLQ6fTcfPmTTZs2MDo0aN55JFH2Lp1a1m8VZlauHAhI0eOpEWLFvnmEIyJiWH37t34+vo+8D6dnZ3JzMzEw8OjDCIuPxEREQAV/kuHKB45/1WbnP/SER0djZWV1T2nb8vMzGTcuHEsXbqUrKysQssoioJKpSInJ6eMIjUdUoeKykDOf9Um5790FKUOhTJMePN68cUX+euvvyrsfKzr169n1qxZnDx5UuYQzOPWXMP3GpFaVF5y/qs2Of/lZ/To0cyfP5/mzZvTv39/atWqhbl54UNwvPLKK+UcnSgu+R+q2uT8V21y/stXuQxa1bBhQ9asWVMeb1UmZA5BIYQQxrJmzRpat27NoUOH7proCiGEEKJw5dJofMqUKeh0uvJ4KyGEEKJSSU1N5bHHHpNkVwghhCgG6SUthBBCmLDmzZsTHR1t7DCEEEKICkkSXiGEUXTt2hWVSlWksmFhYahUKoYMGVK2QQlhgsaNG8fGjRu5cOGCsUMRQpgIqUOFKDppHyWEuKepU6fy8ccfA3Du3DkaN25s5IiEqFpeeOEFoqKiCAwM5K233sLPzw8nJ6dCy1a06f+EqOykDhXC+CThFULclaIoLFmyBJVKhaIoLF68mFmzZhk7LCGqnLS0NNLT05kyZco9y1WFaYmEqCikDhXCNEjCK4pNhlKv/P7991+uXLnCa6+9xu+//86yZcuYOnUqlpaWcv6rODn/5WfatGl8+umnuLm5MWDAgHtOSyQqDvkfqvykDhV3I+e/fEkfXiHEXS1atAiA4cOHM3DgQGJiYti4cWOBcp9++ikqlYqdO3eyfv162rdvj62tLa6urgwYMIDIyMgiv+d///2Hk5MTtWrV4tixY/ctn56ezrRp02jTpg12dnbY29vz8MMPs3r16iK/pxCmbOHChfj4+HDp0iWWLFnCZ599xqRJkwp9CCFMh9ShQpgGSXiFEIW6ceMGmzZtomnTprRv356hQ4cC+i/fd/Ptt98yaNAgvL29eeutt2jRogVr167l0UcfJTMz877vuWrVKp566ilq1arF/v37adOmzT3LJyYmEhgYyP/+9z/Mzc0ZNmwYr7zyCjExMbz00kuGflNCVGQ3btygV69ed+23K4QwPVKHCmE6pE2UEKJQP/74I9nZ2bzyyisAtGzZEl9fX/777z9CQ0Px8fEpsM3ff//NoUOHaNmypWHZSy+9xOrVq9m4cSMDBgy46/vNnDmTDz74gI4dO7Jp0yZcXV3vG+OYMWM4evQos2fPZvz48YblGo2GPn368MUXX9C3b198fX0f5NCFMCk+Pj4kJiYaOwwhxAOQOlQI0yF3eIUQBdwaXMPMzIzBgwcblg8dOtSwrjDvvPNOvooa4LXXXgPg0KFDhW6j0+l4++23ef/993n22WfZtm1bkSrquLg4Vq5cSbt27fJV1ADW1tbMmDEDRVH4+eef77svIUzZ66+/zh9//MH169eNHYoQogikDhXCtMgdXiFEAf/99x+XL1/mySefpFatWoblL730Eu+++y4//vgjU6ZMKTBwjr+/f4F91alTB4CEhIRC36tv375s3LiRUaNG8fXXX6NWF+063KFDhwwj0n766acF1mdnZwP6aSCEqMh69uzJzp076dixI5MmTbrntER169Yt5+iEEHeSOlQI0yIJrxCigFt9jO6cpN7NzY2ePXvy66+/8scff/Dss8/mW1/Yl/BbFfrdpkvZtWsX5ubm9OrVq8gVNeivToO+0r7blW+A1NTUIu9TCFNUr149w7Qmw4YNu2s5lUqFVqstx8iEEIWROlQI0yIJrxAin7yjSL7wwgu88MILhZZbuHBhgcq6OHbs2MFjjz1Gz5492bBhA0899VSRtrv1xWDs2LF8+eWXJY5DCFP18ssvo1KpjB2GEKIIpA4VwvRIwiuEyGfZsmVkZWXRtm3bu47w+Pvvv/Pvv/8SHh6Ol5dXid6vVatW7Ny5k0cffZQ+ffqwdu1aevfufd/t2rdvj1qtZvfu3SV6fyFM3U8//WTsEIQQRSR1qBCmRxJeIUQ+twbT+Pbbb2nfvn2hZapXr8706dNZsmQJU6ZMKfF7NmvWjF27dtGtWzf69evHzz//zPPPP3/PbWrUqMHAgQNZsWIFn332GR9++GGB/lCXL19GrVZTr169EscohBBC3I/UoUKYHhmlWQhhsHPnTs6fP0/Lli3vWlEDDB8+HJVKxdKlS+/ar+hBNWzYkF27duHp6cmLL77IqlWr7rvN/Pnz6dChAxMnTqRZs2YMGzaMDz/8kFdeeYX27dvToEEDgoODSyU+IUxBREQEmzZtYsWKFWzatInIyEhjhySEyCV1qBCmSe7wCiEMFi1aBOgr43upX78+Xbt2ZceOHfz555+l9v716tUzXKV++eWXyczMvOcgPY6OjgQFBbFw4UJ+/vlnfv31VzQaDTVr1qRhw4Z89dVXdO/evdTiE8JYwsLCGDlyJNu2bSuwrnv37nz//fd4e3uXf2BCCAOpQ4UwTSpFURRjByGEEEKIwkVHR9OuXTuuXbuGl5cXXbp0wcPDg+joaPbs2UNoaCi1atXi8OHDuLu7GztcIYQQwqTIHV4hhBDChH322Wdcu3aNadOmMX78+Hz97HJycvjqq6+YMGECn3/+OfPnzzdipEIIIYTpkTu8QgghhAnz9vamcePG/PPPP3ct8+STT3Lu3DnCwsLKNJZ7TY+UkpKCvb294XV6ejpTpkzhl19+ITo6Gg8PD1544QUmTpyIra1tmcYphBBC3CJ3eIUQQggTdv36dQYOHHjPMm3btmXnzp3lEk+nTp0YMWJEgeXW1taG5zk5OTz99NMEBQUxePBgOnfuzMmTJ5k9ezbBwcFs27YNMzOzcolXCCFE1SYJrxBCCGHCnJycuHr16j3LXL16FScnp3KJx8fHh0GDBt2zzLJlywgKCmLUqFHMnTs337Zjxoxh+fLlDB06tKxDFUIIIWRaIiGEEMKUBQQEsH79+rtODxIcHMy6desIDAwst5iysrJISUm56/rly5cDMH78+HzLR44ciZ2dnWG9EEIIUdakD68RODs7k5mZiYeHh7FDEUIIYUTR0dFYWVmRmJh41zJHjhyhY8eOKIrCiy++SNeuXXF3d+f69evs3LmT1atXo1ar2bt3L23bti3TeFUqFXZ2dmg0GnJycnB1deXZZ59l6tSp1KxZEwBFUXBwcMDJyYmoqKgC++jcuTMhISGkpKTcs0/w3UgdKoQQAopWh4I0aTaKzMxMtFqtscMoMZ1Oh0ajwdraGrVaGgtUNXL+qzY5/6WjKHVB27ZtWbt2LcOGDWPFihWsXLnSsE5RFFxdXVm6dGmZJ7sA7dq1o1+/fjRq1IjU1FS2bt3K0qVL2bZtG8HBwdSsWZP4+HjS0tJo3rx5ofvw9PRk9+7dJCQk4OrqWmgZHx+fu8aQlJSEubk5Op2uVI7JWHQ6HVlZWVhaWsr/UBUk579qk/NfOoqaT0nCawS3rkqHhoYaOZKSSUxMJCgoiC5duuDs7GzscEQ5k/Nftcn5Lx33Suzy6t27N1evXmXjxo0cPXqUpKQknJyc8PX1pU+fPtjZ2ZVxpHoHDx7M93rQoEF06NCBN998k8mTJ/Ptt9+Snp4OgJWVVaH7uDW4VXp6+l0T3nsxNzfHzc2Nb7755oG3FUIIUXmMHDmySKP+S8IrhBBCVAB2dnYMHDjwviM2l7c33niDSZMmsWXLFgDDl4/MzMxCy2dkZOQrV5h7XRD28fFBp9PRpUuX4oZsElJSUggJCcHPzw8HBwdjhyPKmZz/qk3Of+nIOzvAvUjCK4QQQogS8fLy4vTp0wC4urpia2tLZGRkoWWjoqKws7PDxcWl2O+nVqsrTcsCBweHSnMs4sHJ+a/a5PyXTFGbg0vCK4QQQpiY//77r1jbdevWrZQjuT+dTkdoaCju7u6AfmArf39/du3aRXh4OF5eXoayGo2GkJAQ/P39izVglRBCCPGgJOEVFUpUYgYf/3YSBfisdwvquN6/3b4QQlQ0jz32WLESwpycnDKIRu/GjRuGkZjzmj59OvHx8QwePNiwbPDgwezatYs5c+bkm4d34cKFpKWl5SsrSubPk9H8tDeMEZ19eKxZwfMjhBBVnSS8okJ5d+1x9ofGAfDa8sNsGd0JM7XcJRBCVD7m5uZ0796d6tWrGzsUAKZNm8b27dvp0aMHXl5epKens3XrVv7++2+aNGnCxIkTDWWHDh3K8uXLmTdvHklJSXTu3JkTJ06wYMECOnXqxJAhQ4x3IJVIpjaH99efICVTS0J6liS8QghRCEl4RYURm5rJgStxhtfnrqfw7+nrPNVS5mIUQlQuTZo04dy5c2zbto1evXoxfPhwHn/8caPG1K1bN86dO8eKFSuIjY1FrVZTv359Pv74YyZMmJBv4BUzMzP+/PNPpkyZwpo1a1i9ejUeHh6MGzeOiRMnYmZmZsQjqTz2XIwlJVM/LUdMauGDhAkhRFUnCa+oMELCE1CU/Mu+D7rMky3cpS+YEKJSOXPmDPv27WPRokWsX7+eX3/9lbp16zJs2DCGDRtG7dq1yz2mXr160atXryKXt7e3Z+bMmcycObMMo6ra/jx53fA8RaNFURSpD4UQ4g4y07GoMEJj0wosOx6ZxKGwBCNEI4QQZatjx478+OOPXLt2jQULFuDm5sakSZPw9vbmmWeeYcOGDWi1WmOHKYwkS6tj65nbCW+OTkGTrTNiREIIYZok4RUVxpWY2wnv0ABvw/NFu+8+X6MQQlR0Dg4OvP766xw+fJiQkBBGjBjB/v37ef755/H09OTw4cPGDlEYwf7QOJI1+S94pGiyjRSNEEKYLkl4RYVxJc8d3tHdGlLT0QqAbWdv5FsnhBCVVZs2bViwYAG//vortWvXJiYmhmvXrhk7LGEEf52MLrDszgRYCCGEJLyiArmRogHA0docFztLhgbUA0BRYMkeucsrhKjc4uPj+frrr2nZsiWPPfYYN27coE+fPrRu3drYoYlyps3R8c/p6wWWp2ZKwiuEEHeShFdUGHGpWQBUc9Df2X2xfV3sLPUjfa4/EklSujTlEkJUPlu3bmXAgAHUrl2bcePGodVqmTFjBpGRkfz66694eXkZO0RRzoKvxJNQSJ0nTZqFEKIgSXhFhaDJzjFcua5mr094nWwseN6/Tu56HeuORBgtPiGEKE0RERFMmTKFevXq8cQTT7BlyxYGDBjArl27OHv2LO+++67JzM8ryt+feZozt/J0MjxPlSbNQghRgCS8okKISdHPL2iXmU776POG5YM63L6zsfJAODqdUmBbIYSoaOrVq8fkyZOpVq0a3333HdHR0fz0008EBgYaOzRhZDk6hX9O3wDAylxN7za3p6iKT88yVlhCCGGyZB5eUSHEpuoT3v/tXMpj8Zdg4sugVtOghj0BDdzYeymOsLh0jlxNoJ23q5GjFUKIktHpdFhYWHDjxg2mTp3K1KlT77uNSqUiPDy8HKITxnQ4LN5QJ3ZpVJ3GNR0M68Lj0llz6Cq/hkTRsb4bbz/SAHMzubchhKjaTPJTcPr06QwYMICGDRuiVqsxN797Xv7TTz+hUqkKffTr16/QbU6cOEHPnj1xcXHBzs6ODh06sGHDhru+x6JFi2jdujU2NjZUr16dl156Sb5UlLPY1CzMdDn0OhNEzauX4NtvQaefb7BfW09Duc3HZbRSIUTlkJ2dTWRkZJEfERHSraMq2HzidnPmp1t64F3N1vB64a5Q3v/1JAevxPP1toss2XPFGCEKIYRJMck7vB9++CHOzs74+vqSmppKTEzMfbf53//+R9OmTfMtK2wgj+PHjxMYGIiVlRXjx4+nevXqrFy5kr59+7J48WJeffXVfOU/+eQTPv/8cwICAvj666+JiYnhm2++YefOnRw8eBBPT88C7yFKX1xqJi2vX8IhK0O/YO9eePttAB5r4IqlmYqsHIU/T11nYs/mmKlVRoxWCCFKRpd7QU+IvHJ0Cn+d0ie8luZqHm1aAztLc5xsLEjKKDhg1fJdlxlRMxtVejr4+ICzczlHLIQQxmeSCe+lS5eoX78+AF27di1Swtu9e3e6du1633KjRo0iLS2NHTt24O/vD8Crr75Kx44dGT9+PH379sU5t0K4ePEi06ZNw8/Pj507dxruND/zzDP4+/vz0UcfsWzZsuIdpHggSRnZtI6+cHtB5876n3v24PD664zvMpBpDq2IScnkWEQCbb2kWbMQQojKJTg0jtjcGQseaVwdB2sLAJ5v68ni3Lu5ZmoVHvHRjNm7mkcvHUQ1MUW/sZkZPPssfPkl1KljlPiFEMIYTLJJ861k90GlpqaSlXX3ARvCwsLYvXs3Xbp0MSS7AObm5owePZqkpCR+//13w/JVq1aRk5PD6NGj8zWr9vX15ZFHHmH9+vVkZGQUK1bxYFIztXgn5Gmu3KIFHD0KnTrB6dO8vPZr7DPTAQi6EGukKIUQQoiy80ee5sw9WtUyPB//eGPGPNaQ5/xq8+sbHXnziWb0O7UdF03K7Y1zcmD9emjbFkJl7nohRNVhknd4i6N3794kJycD0LRpU0aNGsXrr7+OSnW7aWtwcDAAHTt2LLD9rWXBwcG88sorRSq/fft2Tp48Sfv27Qus9/HxuWusERER1K5dm8TExCIenWlKSUnJ97MsxSal4Ztwu6JPql4dpWZN7J58Eou//8Ym9iYjg39lTufB/HcmmmHtapR5TFVdeZ5/YXrk/JcOnU6HWm2S156FidFk5xiaM1tbqHm0cTXYtQt++QWbOnUY8+GHhrIZWY04UqsJjWPDCfcLoHlzL9i8GW7cgJgYGDgQ9u0DlXT/EUJUfhU+4bW1teWFF17g0Ucfxd3dnfDwcH744QfefPNNjh8/zvfff28oGxkZCVBov9tby26VeZDyhSW896PRaAgKCnrg7UxRSEhImb9H6FU1Xon6ij7bypqd587B+fPYPPssj23bhlqr5ZWjm/nhob6cjlbYsi0Ie4syD0tQPudfmC45/yWj0WiwtbW9f0FR5f1z+jqJ6dk0vRnKezcPYdvgNYiK0q+sWxfefx9yL540q+XIMz3fJcbelVYNarLu9Y4QHw8PPQSXLsGBA/DHH9CrlxGPSAghykeFT3j79+9P//798y0bOXIkXbt25YcffmDo0KE89NBDAKSn65u8WllZFdiPpaUlKpXKUOZ+5a2trfOVuVPoPZoL+fj4oNPp6NKly70OzeSlpKQQEhKCn58fDg4O99+gBP6IO0utZH1TZV3dunTJ0187e9curFatwlGTxoAT/7KkXR/UtZrRpVn1Mo2pqivP8y9Mj5z/0nGrLhHinjIzuTFnHn/+u5ZmNwsZefnmTbh4ERo3BsDJxoLMOl5kpmQSFpf7PcXVFebMgd699a+//VYSXiFElVDhE97CmJub8+GHH9KjRw/+/PNPQ8J76yp6ZmZmgW0yMzNRFCXflfa85W1sbPKVv9V3t7hX5tVqtWFwrIrOwcGhzI9FlZ6BjVZ/3sxq187/fh99BKtWAfD8ia0s8e9NSFQ6L3Ys25iEXnmcf2G65PyXjDRnFvek08GyZWR//AkjrkXlX2dhAU88AS++CD17wh0Xnuq62hKTkklMSiaa7BysLcygRw/w9gaNBnx9QVGkWbMQotKrlAkvgLe3N0C+EZ4La7Z8S1Rus6C8zZc9PT05deoUkZGRNGzY8L7lRdmxiL1peG7m4ZF/ZdOm8PDDsH8/TWLDaX7jMnsv2aAoSr4+3EIIIUSFEh4Or7+ORZ4BOW82bU2NUSNhwAD9Xdu7qGZvaXiekJ6Fh5ONvsnz1q36pNe80n4FFEKIfCrtpeWLFy8C4O7ublh2q6/tvn37CpS/tSxvf9z7lbexsaFFixalF7S4q5RshU1NOxPs3RqVb5uCBXIHGgPoc2Yn15I0hMamlV+AQgghRGmrV4/Et8cAsLVBewa99g12Rw/DG2/cM9kFcLW73R0rPi3PDBYNGkiyK4SoUip8wnvjxo0Cy9LT05k8eTIAPXv2NCyvV68eAQEBBAUFceTIEcNyrVbL3LlzcXBwoPetvi3ASy+9hJmZGXPnzkWr1RqWHz16lB07dtC3b18ZbKScXLKvweheExj92mx4772CBfr3188xCDx+8QAoCnsvyfREQgghKrYPm/TkxRem8lrfiTw04CnsrIqWrLra3R65MV/CK4QQVYxJXuJbsWIF4eHhAISHh6MoCp9//rlh/ccff2x43qJFCzp16kTbtm2pWbMmV69eZdmyZVy9epX33nsPX1/ffPueO3cunTt35oknnmDs2LFUq1aNVatWcejQIX744QdcXFwMZRs3bsyECROYNm0aXbt2ZfDgwcTGxvL1119TvXp1vvjiizL+TYhbUjX6Cw53rehdXKBrV9i+nXgbJxwz09h9MZaXH/YutxiFEEIUtGHDBmbOnMnJkyextLQkMDCQqVOn0qpVK2OHZlp0Ohg3Dlq3hqFDAfjzZDR/XU4Cr9bUdLRiaGC9Iu/OxfZ2k+a7JrwpKZCVBW5uJQpdCCFMmUkmvEuWLCkwZc8nn3xieJ434X355ZcJCgpi165dJCUl4eDgQNu2bfnyyy/p27dvgX37+fmxd+9ePvroI2bNmkVWVhYtW7Zk3bp19OvXr0D5qVOn4uXlxYIFC3jnnXewt7ene/fufPHFF9SpU6cUj1rcjaIopGbpE16He13Z/vprdM4uvPrjGZLTsjhwOQ5tjg5zswrfkEEIISqkJUuWMHz4cFq0aMGMGTPIzMxk/vz5BAQEsGfPHlq3bm3sEE2DVgvDhsGKFfp+ts7OXAp4jPfXnzAU+d/TTbEv4t1dALe8fXjvTHhDQmDECDh6FP73P/jssxIfghBCmCqTTHh37txZ5LJz5sx54P23bt2azZs3F6msSqVi5MiRjBw58oHfR5SO9KwcFEX/3N76Hn+yLVqgBjrWv8HmE9GkZGo5HplEWy+Xu28jhBCiTCQmJjJu3Dg8PT3Zu3cvjo6OAAwYMIBmzZoxevToSjMffYlkZurv6G7caFgUcSWal84Ek5Kpv9jbq3UterWu9UC7vecd3urV4VbXrt27ixW2EEJUFHLrS5i81EwtX/w9nz3fDWXGlMEQFXXP8p0aVjM833NR+vEKIYQxbNy4keTkZIYPH25IdkE/u0H//v3ZtWsXYWFhxgvQBFgkJ2P3wguGZFextGTtB1/zaFw9bqbop+JrUduRqc+2eOBZB1zt8iS86XckvHXq6EdqBggO1ifdQghRSZnkHV4h8krN1FIzNQ7P5BhIjgErq3uWD2hQDRQFh6x09lyK4Z3HGt6zvBBCiNIXHBwMQMeOHQus69ixI0uWLOHgwYOGaQTL0+/Hojiw9zTPL58FKPr5aBUF1a3mRAq3lwMrX/mARKdq5K6l1dHdPLJjvaGsKk9Z1a19oZDgVI1vh05Cyd1SUeCFjd/T+NJx0Cl0unYZC41+RoEMC2uGP/sxe3N8AB0Abeo48+OQdjhY3x6AqqjyJrwJadkFC3TuDGFhoNEwZdIyOg/tQ9fGNR74fYQQxnctMYMDoXFcuplKQnoWmmwdWTm6B95Ps+P7cEiKwzYtBcssDRaZGiyz9A+LrEwsszSYZ2exp9tznPbtZNjOJTaa4XPfR52Tg1qXg1lODipdDuZaLebaLMy02ZjnPqbM2kB8df0Uo483q0nvNrVL7fdwN5LwCpOXqtHikJlniiEnp7sXTk/H89MP2b9iLReca/HqC5+Rmql9oH5PQgghSu7WnPeFzVd/a9mtMnfy8fG5634jIiKoXbs2iYmJxY7tWFgM+06EM+3gtiKVH9NuEOEut7881j57kdYn9993u3Bnd/aHxuVbNvzSOZpdOp5vWaytEyOf/Ygjns0AsDJXM6hdLV4PrIMqO53ExPQixZmXWXaO4fmNpLQCvy9LPz9sly8HQH0wmFdVtVnxSmuauds/8HuJB5eSkpLvp6haSuv8HwpP4vs9VzkSkXzPcipFR/24SFrcuEyL65eoHx/JcY9GfB04MF+5j7/9FI/UuLvs5bb1rk3ZYtbA8LpO4nU+v3y6SDHvPh1FWO6sajXtzOjibVek7Qqj0+lQq+/fYFmyAGHyUjO1uOVeAc+yssHS4h5Xum1s4Lff8Ei4jltSLNYZaQSHxvFo05rlFK0QQgjQTxEIYFVIqxxra+t8ZR6URqMpUf/fiKtqFB6siXBeJdmWPNtmmpnzT6OOTH1kGGkubjSy09HUWaFtNS1OhLFvT1jxY1TAQmVGtqIiKiapwO9LkwEDcp+3ib5IjgKf/naUt5o9+F0hUXwhISHGDkEYUXHPf7YOfgtTs/fG3ZM962wN3S4fptvlQ3S5coTqaYn51pvpCv6vJ9o4FCnhNb9jW51KH0eW2hydWo1WbYZOpSbLzJwsMwuy8/y8VRbg6tWrBAWF3ff97kaj0RRpilhJeIXJS83U4p2p/1KUbe+A5b0Kq1TQqxcsWIClTkunKyHsudRMEl4hhChnt76EZBbSPzQjIyNfmTuFhobedb8+Pj7odDq6dOlS7Nh8NVrS0jK5NFQ/cJNKpQK1ClDpn6v0P1VqQKXiR2cXsLBApX+JStOKiIwx+hGVb22vUqFSq/Rl1PrXlio1++1sDSmuSqVC9c7vxKCQmprG0ePH8W3nz58ODpipS5JEF87tzCGuJ2eRrbakS5f2+dYtpA4Z5lbYaDNpFX0BgAtJauq18qeui02pxyLyS0lJISQkBD8/PxwcHIwdjihnJTn/GVk5jFp/hsM3bt/V9Xa14alm1WjmYY93+AVqrVmO859/YJaaetf9tLfK4K83/PMtc6oxjuvpaeQ4OqOztUVnY4NibY3OOvenjQ2KlRX97e153jrP54SicPaD6/eNXQX8kOe1nZUZjvcakPY+bl08vR9JeIXJS9VocczU/8Nq7YvwodC7NyxYAMBjl4L5/uKTZRmeEEKIQuRttty0adN866JyBx8srLlzUajVapydnYsdm2HL+mXfd+xuLBITMbMww8XJsUTHci9u9tZcT84iMUOLk5NTvoGv9kVm0NW9Pu0jz1A36Qau6UnE2zoRFJrKqEc9yiQeUZCDg0OZnX9h+h70/CemZzFmzREOX9Unu1bmaj7p0YwX29e9fdHs4D+wdnX+DW1t4ZFHICAAfH2hdWus3d1peudgeONGleBoyl9RmjODjNIsKoC09EwcsvR3A3Ic79F/95YuXSD3alm3y4cJvZ7EtcSMsgxRCCHEHdq3199R3LdvX4F1t5a1a9euXGOqam4NXKXVKSRrtIbl2Tk6zkQnc9yjkWHZrbu8/52/Wb5BCiGK5Pz1FPos2EvwlXgAHKzMWd/bm0HNXPK3EBkwACwt9d+Fhw2Df/6BuDjYvBk+/BCefBI8PPTNVaoISXiFyctMTDI81+WZ2uKuLC3hqacAcNGk0DbqLJtPXCur8IQQQhSiT58+ODg4sHjxYpKTbze9i4yMZO3atQQGBlKvXj0jRlj55R+p+fbURJduppKl1XHC/fYsBh20+n57xyISiU2VaYqEMCXbztzg2W/3Ehan7+JXw9aMv7XBtHykHXzxRf7Crq6wdStcvw5LlsDjj0MRm/5WVpLwCpOnjU+4/aKozT569TI87X7xAL8fk4RXCCHKk4uLC7NnzyYyMpKAgADmz5/Pl19+SadOndDpdMydO9fYIVZ6LraFz8V7Kkp/IXmPdxu2zPoR4uJIGvkWoB/sSuawF8J0/HH8GiNXHiE9Sz/yekeHHHb9N5PaX0yCtDT46iu4ciX/Rp0765sxC0ASXlEB6OITDc9VRU14n3oKzMwAeObcHs5GJnDxhgz9L4QQ5WnEiBGsW7cOW1tbJkyYwJQpU2jevDl79+7F19fX2OFVennv8Man3k54z0Tr77gn2Drh1LsHuLoSUL+aYf3BsPjyC1IIcVcbQiJ555ej5Oj0c3kPqall5ZKxWAft0BdQq2H4cChKC8gqTAatEibvmoMbY3qMx1GTyuvP9ijaRq6u+j4KW7ZQKyWWgPDjLN/vw2d9WpRtsEIIIfLp168f/fr1M3YYVVK+hDfPHd7wuNvTQTWsqZ9317euM2ZqFTk6hUNXJOEVwth2nLvJe+tPkJvrMrZGOqNnjEJ144Z+gbs7/PyzfjAqcU9yh1eYvJuW9mxs/gjL2/bE/PHHir7hsGEAJNg4Ui0tkfVHIknMU+ELIYQQldnd+vCGx+nntre2UFPDQT9Psp2VOS1q6e8SXbyZSnya1JdCGMvRqwm8uSrEcGd3XG0to79443ay27w5HDokyW4RScIrTF5qnpElHawsir5hjx7w66/MW76T31p0IyM7hx/3hpV+gEIIIYQJyteHNzeB1ekUIhL0MxfUdbVFlZwMCxfC8OG8ffwPQ/lD0qxZCKOIiE/n1WWHycjW99l92V3HqOlvoorTDyzHww/Drl1QzGndqiJJeIXJS83UJ7xqlf5qdJFZWsJzz/HKI40wzx2ufdHuUG6maMoiTCGEEMKk5GvSnJvwXk/WkKXVAfqEl6wsGDkSlizBP2SnoXxIeAJCiPKVkZXDiBVHDP+vD3s78+mySaiu5Q6+2rYt/P23vuueKDLpwytMnv31SJrfuInO0RFVVhZYWT3Q9l5udrz0UF2W7w8nPSuHWX+fZ9bzrcsoWuPJ0uqISc3kZrKGG8mZxKdlkZ6lJT0rh7QsLZnZOlQqMFOpMFOrMDdT4WBtgZON/uFsY4G7kzW1nG2wtjAz9uEIIYQooXxNmnO79OTtv1vX1Q6qVwcfHwgNxfnsScy7adGamXM8MrG8wxWiSlMUhQ82nOBs7qBy9arZ8f0r7VEHLoeePfVTC/39twxQVQyS8AqT90zQrwzau17/ol996NTpgffxzqMNOfbPfhqHnWYd3enRuhZdGlUv5UjLR3xaFiejkrgYnUTshStozl9EHRqK040oqqcl4paeiFt6Mg0zkrHJ1rDHuw0Tnh6Tbx9rVr1P3cTrpFrZEm/rRJyNI6G2Tuy3d+WqszvJHnXJqVcPV+/aNPJwpFENBxrVdMDTxQa1uupMVC6EEBWZs+3tbkBxuXeMIuJvJ7xebrnTlrRvD6GhqDIyCNBcJ8jOk5ORSeToFMzkM1+IcrFkzxXDNJp2lmYsHNwWJxsLaNECDh7Ut8aoVu0+exGFkYRXmDzrtDzTCRV1WqI7uH0xmY0LZ5GjKITUbsIHv1rz9zudcbJ9gD7BRpCdo+NEZCIh56M5FpPJ8chEInP7Xn25eQ7DT++47z7c0pMKLKuZGo9HahykxkFcxF23/bZDP2Z2GWJ4bWuhxreGDc3r16ShqwWpmforkkIIIUyPhZkaR2tzkjVaw6BV4fFphvV18ya8v/wCwONp4QTZeZKWlcPlmFQa1XQo97iFqGqOhCcw7a9zhtdz+remYd7/veoV8yaNqZCEV5i0HJ2CTUbq7QVOTsXbkbk56hwtamDOlq/oN3Am49cdZ9HLbVGpTOfqtaIonIlO5kjwOZK3/YfT4WD8wk7yYmI00975BZ36dlPjKMca99xXtq0dOXYONG/mxerXOmBtoUZBP2CJ27a6ZEaCWXIS5hnpd93HhWpe+V67xkbz0xcjOF2zPodrN+WQZ3NWH9Hg3bw+bb1c8PNyoWVtJ2kSLYQQJsLN3opkjdbQJzBvk2Yv19yE96GHDMv8blyEGgEAHItIlIRXiDKWoslmzJrbc+3OcrzOkwumwDff6MejESUmCa8waamZWhwy8yRkxU14P/hAf/X64kXaRF9g1L5f+MpsEAt3hTKyS/3SCbaYsnN0HLoUw5nft2Hx15+0O7Ofl29eKVCuXsI1rrl706K2I608nfGr3p1EuySsGzfEunFDfR+sWrX0VwGrVcPC2hoLwD33kc/hA7efZ2RATIz+EREBoaFw+TK6y5cZ9d4LPOLowYUbKVy4kYrrthAsdDm0ib5Am+gLDD/8OwBhzh4c9mzGes9mfFy3OdYtm9PWyxU/L2faerng4WRTVr8+IYQQ9+Bia8EVIFmjJTtHZ2jSrFJBbZfcz2ZfXzAzg5wc6l46DS31i09EJtLfv45xAheiipi06TQR8frWe90ds+n31QcQGwtnz8Iff4CDXHQqKUl4hUlLzdTimKm/w6tTqVAX95/e1hZWroSOHSEnh1H71nDCoyEz/1HR0tOJjvXLv0/Eqagk/tp+nAbfTKPz2X10zEgutJxOpSKpQVOW9m2C5+Ndbven6tEMxr9a8kBsbKBuXf2jbVvDYjVQP/dh4BSF9mATzM+fy7cL78RovBOj6XdqOwDX7V3p+MaPLN2rv9Pr4WSNX139HWC/us40r+WEpbkMEi+EEGXtzoGrbnWLcXe0xso8tzWOjQ20agVHj2J78Rz2WemkWtpyPKJglxghROn552wMG0KiAHCyUDH/j1moYmP1Kx0cwM7OiNFVHpLwCpOWqrl9hzfTxg4bdQmSpPbt4bPP4H//Q43CN3/Mpu+gWby+wowNb3akQY2yv4IWn5bFxqNRrDsSydnoZKyyMzl0ejeOmWn5ysU2aYXZY4/i/EQ31IGBuDg741Lm0RVB796Y9+4NcXGk/vsv0evX4x0VhdnRo6izsgzFIpzc8zW/jk7S0GLeNNTaTH6s1Zgznk1watEE37ouuQ9nPJysTap5uRBCVAZ5E97IhAzD4FWeLne0vHnoITh6FJWi8IQmil8tG3I2OhlNdo50UxGiDMRnwpd/Xza8Xhe5BasD+/Qv6taFZcugJN97hYEkvMKkpWZqqavRJ4OZ9o6UuGHsBx/A8eOwZg32WRn8uO5T+g+cwStLD/Hbmx2p4Whd4pjvpM3Rse/QBSJ/WEbcpXDmBAw0rMu0sOKvpp3ofW4X8YFdcXn+WWx69aCae4FGyKbFzQ3tU09xxtaW6l264GxtDUeOwJ49sGcPLdq2Z+kL/oSEJ3IkPIHjEQn0O7WN6mmJDD3yBwCJ1vYc92jEMY9GrK/VmOiGzfFu6oNvXWd86+r7AttYypcsIYQoCZc8Ce/JyNt3bOu42OYv2L49fP89AN2SwvjVsSFanX5cCb+6JnHJVYhKI0ensOqSGSmZOQB8oLtMo5++1a80N4c1a2Su3VJkkgnv9OnTOXr0KCEhIVy+fBm1Wo1Wq71r+fT0dKZMmcIvv/xCdHQ0Hh4evPDCC0ycOBFbW9sC5U+cOMFHH33Enj17yMrKomXLlkyYMIHnnnuu0P0vWrSI+fPnc+HCBezt7enevTvTpk3Dy8ur0PKi9OibNOsT3mz7UrgDq1LBjz/C5ctw+DC1UmL5efX/6P/SDF5YeICVwx+ilnPp9De9GBHH8UWrcf11DQHnD9A5R0ummQWL2vYm2dqe1nWceb6tJ0+9sRjr6i7UKuRvtcKwtoaAAP3j/fexAboB3ZrUBEB7NQLzzxPzbeKsSaXLlRC6XAkxLItwqsn7T45imncbzNUqmno45ibAzvjWccHLzVbuAgshxANwy5PwHotINDwvcIe3Y0fo3Rvat0ep4wundfptriZKwitEKVsWHMWlZP33GT+SGbFk8u2VM2dChw5GiqxyMsmE98MPP8TZ2RlfX19SU1OJiYm5a9mcnByefvppgoKCGDx4MJ07d+bkyZPMnj2b4OBgtm3bhpnZ7btEx48fJzAwECsrK8aPH0/16tVZuXIlffv2ZfHixbz6av4+kZ988gmff/45AQEBfP3118TExPDNN9+wc+dODh48iKenZ5n9HgSkJ6VilZMNgNa+lCbatrGBLVuga1c4exYHrQbLnGxCY9N4/vv9LHrZn2a1ivdeSWlZ7Pt5M7qVq3j40Db63dEv1yonmymWETQbO7JKjXxpXrcOxMXBoUP6ueQOHkR3IBh1bP7/7TpJN4i31Q9MptUpnIxKwvxgMA1O72BurUZc9mmBm28LQ1Po1nWccLA27amlhBDCmGrmabl08Eq84bmn6x0XWRs3ho0bAfCKTILTewD9wFVCiNJzIjKRb3dfBcAiR8uy7V+hjs/93+zTB8aMMVpslZVJJryXLl2ifn39UDldu3a9Z8K7bNkygoKCGDVqFHPnzjUs9/HxYcyYMSxfvpyhQ4calo8aNYq0tDR27NiBv78/AK+++iodO3Zk/Pjx9O3bF+fcuV4vXrzItGnT8PPzY+fOnZib639dzzzzDP7+/nz00UcsW7astA9f5JEVl2B4nuNYzBGaC1OjBmzbBo8/Tvasb1CfUkNcOlGJGTz33V5m9G1F7za1i7SrpPRstp+MwvKLz2i160+eSrxesIyTK4l9nqfW6JH08fMtveOoSFxd4Ykn9A9ArSgQHm5IgJWDB8k5e46hrz1DSFQKRyMSuHgzlU5hR3n56BZeProFgARrB47VasQhj8Ysqt2YlFZ+NGxcFz8vfVPoBtXtUavlLrAQQgD5Wi1FJWYYnhe4w5tHY3cHLM3VZGl1HI+UgauEKC3pWVre+eUY2twpiJZf3IDD0UP6ld7esHSpvjWiKFUmmfDeSnaLYvny5QCMHz8+3/KRI0fy0Ucf5Ut4w8LC2L17N127djUkuwDm5uaMHj2awYMH8/vvv/PKK68AsGrVKnJychg9erQh2QXw9fXlkUceYf369Xz//ffY2MiUK2Ul1s6ZZmPX4ahJY0qfFpTq/fRateDYMWqYm7M2UMPwZYc5EZlE/ciLLPz6Ant7dGV4Jx8a1rA3NKNVFIX4tCzOR8QTHJlC8JU4DocloNUpbDmwk7p5kt1MC0uiOj9OtTdfw6nX0ziZm+S/m/GoVPoPd29v6N8fFWCu0zFArWZAbpFkTTbaJ7/Ot5mLJoVHQo/wSOgR/YK1cMnVkz+adub9wJdwsDLH39uFDj5uPFzfjea1nG6PbC2EEFXM3brpFOjDm4eluZrmtRw5ejWRK7FpJKZn4Wwr84EKUVKfbT7DlVh9Vz0fqyz8o87oV1hYwNq14CLdB8pChf4GrigKhw8fplatWgX601pbW+Pn58ehQ4dQFAWVSkVwcDAAHTt2LLCvW8uCg4MNCe/9ym/fvp2TJ0/Svn37Aut9fHzuGndERAS1a9cmMTGxaAdqolJSUvL9LAuxSamkW9qQbmmDxtWlzH5nlsCiF5ox/Z9LvLhqAu0jz3BwezP+qdOSNS7VsLcyxyElCbfYazSMvkyT5BgGjlqJoro9et7vzbrQJCaM0JbtUL/QH7eB/XB1dEQHJKamlkncxlQe5x9AvXwJqUePYnb4MGaHD6M+dAjzuLh8ZRrER1IjTd8cKCVTy47zMew4H8PzJ7YSXrs+Nv5t8K/nSru6TjSqaYdarp6WWHmd/8pOp9OhllE4RRmq6WCFWgW5N5QAMFer8HC6yyCNWi0cPcpzN09zFH1Lp+ORSXRpVL0cohWi8vrn9HVWH4wAwNpCzYtN1aS9tQXn6dPBxwfatTNyhJVXhU544+PjSUtLo3nz5oWu9/T0ZPfu3SQkJODq6kpkZKRheWFlAUOZvM/vV76whPd+NBoNQUFBD7ydKQoJCbl/oWI6G6ZGPyMsXDp7EiWqzN4KgH6Xj9M+Un+1rX3kGcPzwtSPi+RStbq4WSm0dFVwGvAo/wzuRLZb7qh6R4+WbbAmoizPfz7+/vrHyJHY3riBy/nzuFy8iPP58ziHXkHVsiGtXXWEpqhIyVbhkp7ErL++ASB5uS2HPZuxo24LvvRuibaxD43d1DR1VnCSmxYlUm7nv5LSaDSFDq4oRGkxN1NTw8Ga68kawzKf6naYmxVyoSU7W9/6KTaWZ+vW45MX5wFwPCJREl4hSuBGsoYPfj1heP3+Yz64Jp4DS0v48ksjRlY1VOiENz1dPz+rlZVVoeutra0N5VxdXe9Z3tLSEpVKZShzv/3n3XdhQkND7xq3j48POp2OLl263LVMRZCSkkJISAh+fn44OJTNAEw70y9B9A0AAh/yp1GNMp6Au0MH0m1ssFi4CItLFwstolOpuFGnPhP8nKjzjD8eToX//VV25XH+ixyLRsPTisLTNjYoikJYfAYxq341rHfMSqdb6GG6hR4GIN7GkT3ebQiq15Zr7QJo6tuAQB9nWtV2xFyaPxeJKZ3/iuxWXSJEWarrapsv4b3roIkWFtCkCezZg/3VK9RMieWGQzWO5xndWQjxYHQ6hXfXHSchXT8I6zON3ejTqga7dp0zcmRVR4VOeG9dFc/MzCx0fUZGRr5y9yqfmZmJoij5rrTnLX9nP9079/2g1Gq1YXCsis7BwaHMjqXWhdOM3f0PydZ21H2uNs6NijaQVIm8957+ceUKnD0LN27oJ/52cgJvb9T16+Ph4IBH2UdSIZTl+S8uFxcXGNoHXFUou3aRs2Mn5nlGhHbNSKbX2V30OrsL7V/f0OadX1i63xYnGwsea1qTp1u6E9iwGlbmMg/w/Zji+a9IpDmzKA/NajlyMOz2CM1N3O9xkapLF/2c6sAj18/yi0MnjkcmGrqHCSEezNK9V9h9MRaAF64eZOqG1aQ1XGrkqKqWCp3wurq6Ymtrm68Zcl5RUVHY2dnpv/xSeLPlvGXzlrn1/NSpU0RGRtKwYcP7lhelr/aZEF7atxqA9POPQPs25ffm9erpH6JiqlMH3n4b1dtvY64ocP48BAWh/LsV3dZ/Mcvte3rcoxGpVvoLV0kZ2fwaEolm1WrWODhi+8RjPNGmDl0b18DGUpJfIUTF1KaOc77XgQ3v0Ty5a1eYOhWAJ2PO8kvDTsSmZhGVmIHnPQa6EkIUdOZaMjP/Pg9A3YRoPv/jK8xSU3Do3h372bONHF3VUaEvLatUKvz9/bl27Rrh4eH51mk0GkJCQvD39zdckbzV13bfvn0F9nVrWd7+uPcrb2NjQ4sWLUrnYEShLJJvT4dgVd3NiJGICk2l0jfTGzkS1a/rMYuLg9274aOPaPTRGOY835pnWnlgb2UOisJHO5awcNVHTH6tG+kvDmTsK1N5b/UR9l2KRZd35BchqpAhQ4agUqkKfcyfP7/QbTZs2ECHDh0MF5979uzJiRMnCi0rys7jzWviU13fJai9tyutPe8xzV/HjpDb1L7t2WBQ9J95x6RZsxAPRJOdwzu/HCUrR4eVNos127/CPFV/sT376adJrV0OrRYFUMHv8AIMHjyYXbt2MWfOnHzz8C5cuJC0tDQGDx5sWFavXj0CAgIICgriyJEjtG3bFgCtVsvcuXNxcHCgd+/ehvIvvfQSU6dOZe7cuQwcONAwNdHRo0fZsWMHL730kgw2UsYsUpINz81cZah2UUosLCAwEAIDcQD6An3beqLJzuHEhq3UStE3PXLKTKPv6R30Pb2DmE1f8UfTzizq8CRNn+nKc209aVBD+q6KqmfFihUFlhU2eOOSJUsYPnw4LVq0YMaMGWRmZjJ//nwCAgLYs2cPrVu3Lo9wBWBrac7GtwI4HZWMv7fLvZsm29rCI4/AX3/hEHuDpjFXOFvDh+MRifRoVav8ghaigvviz7NcvKmfpWNO8HI8LucOhNqwIelffVVlBjc1BSaZ8K5YscJwxzY8PBxFUfj8888N6z/++GPD86FDh7J8+XLmzZtHUlISnTt35sSJEyxYsIBOnToxZMiQfPueO3cunTt35oknnmDs2LFUq1aNVatWcejQIX744QdD82eAxo0bM2HCBKZNm0bXrl0ZPHgwsbGxfP3111SvXp0vvviibH8RAqu0PFOeSD9BUcasLcxo37MzrF9PzvpfUTZvNlyNrZ6eyLAjmxh2ZBMXf6nDupaPcqrXSzzftRlPtXSX/r6iyhg0aNB9yyQmJjJu3Dg8PT3Zu3cvjo6OAAwYMIBmzZoxevToSjNTQUXhaG3Bw/WL2FLqmWfgr78AeOTy4dyEN+k+Gwkhbtl25gbL9+tzmT4X99Bjz0b9CmtrWLcOcj8TRfkwyYR3yZIlBSrCTz75xPA8b8JrZmbGn3/+yZQpU1izZg2rV6/Gw8ODcePGMXHiRMzM8n8J9fPzY+/evXz00UfMmjWLrKwsWrZsybp16+jXr1+BWKZOnYqXlxcLFizgnXfewd7enu7du/PFF19Qp06dUj5ycScbSXhFebO1hb59MevbFzIz4e+/yVm2HDZvxiw7C4CGcRGM2reGh9o8zd41x5iy2ZL+/nUY+FBd6rhKqw9RuSmKQkpKCnZ2dgXq2Fs2btxIcnIy48aNMyS7oB/3on///ixZsoSwsDC8vb3LKWrxQJ5+2vD0yfAQvn24PyejktDm6AqfzkgIYXAzWcOE3CmIvOOjmPV3ni4fc+dC69aQmGic4Kook0x4d+7c+UDl7e3tmTlzJjNnzixS+datW7N58+YilVWpVIwcOZKRI0c+UEyi5HQ6BduMPAmv0z36HAlRFqysoHdvzHr3hoQEWLeO7J+WYbF/Hzv8Hyctd7Cr+LQsvg+6zLGVG3HpGsCQR5vRvp6rjGgqKiVnZ2eSk5MxNzenY8eOTJw4kUcffTRfmeDgYAA6duxYYPuOHTuyZMkSDh48eNeE18fH567vHxERQe3atUms4F8YU3IHzrv106S4uODQuDFm58/T4uoZnDOSScSRI5eiaVyzjKcHrCJM+vyLYtMpCqPXnCE+LQsrbRbL/p6NRbq+WXPW88+T3q8fJCbK+S8lOp2uSLMdmGTCKwRAapYWR00aAJmWVnedb1mIcuHiAiNGYDFiBFy8SA9LS2rqHFhxIJy/T0Vjk5bCj2s/Jf03K5b79WBujxd54Sk/nmrhLndERKVQs2ZNRo8eTbt27XBwcODUqVN8/fXXdO/enZUrV/LSSy8Zyt6aDaGwmQzuNWNCUWk0mkrTJDokJMTYIRSqWdOm1L1+ncMtO2Cl1bdu2RB0hI41ZeC+0mSq518Uz3/XVBwINwNFYdr27/CKuAhASu3aBD33HDm7duUrL+e/ZDQaTZHGU5KEV5isVI0Wx0x9wpth64Cku8JkNGyICmgPtK/nSkxKM859+Bk22kxstJmM3fszGcG/sm7tY7z06As83qsjL7Svqx8FWggjSk1NZfr06UUu37dvX3x9fQGYMWNGvnW9e/dmyJAhtGrVilGjRvHss88a5qxPT08HKPRCpXXuCMC3yhQmNDT0rut8fHzQ6XR06dKlyMdhilJSUggJCcHPzw8HBxMcAM/XlwxbW7Kvp3Nj5UkAUm3c6dKlkZEDqxxM/vyLB3b2eipbgk8ACiqgafeHUU7+B5aWKGvWENi8uaGsnP/Scas+uR/59iVMVopGS63chDfTTjr3C9NV3cGK6iP6o4u7DOvWoc7JwUabyctHtzDo6J/8velhXu3yIn7PPcargfWoZi+Xb4RxpKamMjV3jtWiaNCggSHhLUzt2rUZNmwYs2fP5sCBAzzyyCMAhivumZmZBbbJyMjIV6Y41Go1zpVkXAcHBwfTPJbcmDo667C2OI0mW8fRyBScnJyku0YpMtnzLx5IWqaWj7YcQ5s7deGIrvVp+lQP6PEo3LiBY0BAodvJ+S+ZojRnhgo+D6+o3FI1WRzzaMwJ9wbEeTUwdjhC3FurVqhXr0Z96RLK6NHk5H6ZV6Pw9IV9rFk0Cr9RrzBizEI+23yGm8kaIwcsqiJ3d3cURSny486ZDgpzqx9uTEyMYdm9mi1HRUXlKyNMm6W5mrZe+hksriVpiEzIMHJEQpgWRVH4cMNJQmP0N2la1nZifPfG+pWdO8PzzxsxOgGS8AoTlpihZfALn9Prla/ZOnn+/TcQwhR4e6P65hvMIiJg6lS01WsYVnW/dJBO5w6wZM8VAmfuYOLvp7iWKF8eRcV28aK+j5q7u7th2a15efft21eg/K1l7dq1K4foRGno4qqi6+VDAOwPjTNyNEKYllXBV9l0/BoWOdl0vn6OuS/6YmkuKZYpkbMhTFZ8WpbhuaudhREjEaIYXF3hf//D/Go4LFhATq1aaOwcWNWhDwBZWh3L94fTZeZ/fLjhJNeT5I6vMF1paWmkpqYWWH7hwgWWLFlCjRo1eOihhwzL+/Tpg4ODA4sXLyY5OdmwPDIykrVr1xIYGEi9evXKJXZRQsOG8Vr/AJb8+hk1UuIIDo03dkRCmIyTkUlM+eMMAB//t5hly9+j3vdfgU5n5MhEXtKHV5ishPTbCa+LnaURIxGiBKyt4c03MXv1VcxOnODPJi1ZsvsKKw6Ek56Vw5u7fqb25pv03/kyTz3lzxtd6uNsK3/vwrRcvHiRrl278vzzz9OkSRPs7e05c+YMS5YsITMzk5UrV+YboMrFxYXZs2czcuRIAgICGDlyJFlZWcybNw+dTsfcuXONeDTigXh6osrJwQzod2o7v9fxRFEU6ccrqryk9Gze/PkIWTk6Xjr2F6+EbNGv+Owz6NcPmjQxboDCQBJeYbIS0rMNz10kARAVnZUVtGtHDeDDp5syskt91vwezCtf/optdiY9z+5myeHePB00gEFPtmJox3rYWJoZO2ohAH1z5Z49e7Jnzx7Wrl1Leno6NWrUoGfPnrz33nv4+fkV2GbEiBG4uroya9YsJkyYgKWlJYGBgUydOpXWrVsb4ShEsQwdqv8CDzx/civfdnie0Ng06le3N3JgQhiPoii8u/44EfEZBF45ymdbv7+98rvvJNk1MZLwCpPlvvNf/l7yJQm2jtRu8hE0GGDskIQoNa52lrxRLQOdnQ0k6qczenv/Wl489jczj79C1449GP9UU/r5eaJWy50UYVzu7u6sWLHigbfr168f/fr1K4OIRLmpVw+6dYP//qNeQjTtI0+z41wzSXhFlfbtzstsPXOD+rERfLdpOma6HP2K8eNh2DDjBicKkD68wmRZXoukSWw4D189iaOmYN8xISq8xx9HfekSjBuHYqlvxeCWkcyMv+fx/XejWT5/A89+t4+jVxOMHKgQokp79VXD05dDtrD97E0jBiOEcW07c4PZ/57HNT2JH9d/ioNGPzozvXrBHfOVC9MgCa8wWeZxt0eCtK1d04iRCFGG3NxgzhxU587BgNutGHyjz7Np2Vj6LfmCIXP+Yfza49xMkYGthBBG0LcvSk19PfzU+b1cO3aWZE32fTYSovK5dDOFMWuOYZGdzQ8bplI36YZ+RZs2sGoVmElXJFMkCa8wWVaJt0eCtHSXhFdUcvXqwS+/wH//QdOmgH4O38FH/2TkwV/5NSSSbrODWLYvDF3uxPZCCFEurKxQvfkmAGaKjkGHNxF0PuY+GwlRuSSlZ/Pa8iOkZ2Ty9R+zaBelH52ZWrXgjz/AXpr5mypJeIXJsknKM/VB9erGC0SI8vTII3DsGMyciWJnR3Ktuvz0yCAAUjO1TNp0mud/2M+lmynGjVMIUbW88QY6S/1I3C8c/4d/D1wwckBClB9tjo5RvxzlSmwatZJj6HgtN9m1tYVNm8DT07gBinuShFeYJEVRsE9NvL2gWjWjxSJEubO0hPfeQ3XuHI6bN/LX/55kgH8dw+qbx8/y9Dd7mLv9IllametPCFEOqleHwfqLbw5ZGbiv/5mEtKz7bCRExacoCp/8fppdF/StGtJr1yXjvyBo1Ag2bIC2bY0cobgfSXiFSYpPy8IlLQmALAsrsLMzckRCGIGnJ/j64mZvxYx+rfj5tYd4mET+WfoWUzd9yfdbjtNr/h4u3JC7vUKIsqd+/33iPeow4cnR/NjmGbacjDZ2SEKUue+CLrP64FUALMxUfDvQD492reDUKXjiCSNHJ4pCEl5hkq4na3BL1ye86Y4uIBPcC0FHHzdWHliEbXYmz5/axh/LxmB2/Bg95u3hx71XpG+vEKJsNWxI9MHjrG39OFozc345dBVFkc8dUXn9fiyKmX+fp33EKcx0Ocx+vjUdfNz0Ky0sjBucKDJJeIVJiolNoXp6IgDpNdyNG4wQJsTs1VcNA2PUj49iw4rxDDzwG5M3nWbIT4e4mSwjOQshyk6z2s60rO0EwKmoZA6Hy7RponLafzmOd9cdp+eZIFav/h//HPye3s1rGDssUQyS8AqTlBwabnie7VHLiJEIYUJUKhg8GEJCDH2GrHK0TNq+iLl/zOLQqQie+mY3ey/FGjlQIURlpVKpGBbobXi9ccMe4wUjRBk5GZnEiOWH6X56N19tnoOZoqNB0F+wbJmxQxPFIAmvMEmROksmPDmarwJeIvmZXsYORwjT0rAh7NsH48cbFvU6u4sNK9/FJuoqg5cEs2DHJWniLIQoE8+0rEWLnCTmbprJ5HefJey//cYOSYhSc+FGCi8vDebhk7v55o9ZmCu5g0O+9hoMG2bc4ESxSMIrTFIEVqxt/TjfBL6EasALxg5HCNNjaQmzZ8Nvv4GDAwBNY8L4Y9lYOoYeZdY/5xmx4jBJGdlGDlQIUdlYmqv5JOU4vc7uwlzRoXl7NEhfXlEJhMelMWhxMB1CdjD/9xlY6HL0K4YOhe+/B7WkThWRnDVhkiLiMwzPaznbGDESIUxcnz4QHKyfHgFw0aRQLSMRgG1nb9J7/h4ux6QaLz4hRKXUevYkIlz1XY6anD3MlS+/M3JEQpTMtcQMXloUTJe9m5m/aSaWOq1+xeDBsGiRJLsVmJw5YZKuxKYB4GRjgYutjIInxD01bQoHD0KPHvDFF/SZNQHn3P+bsLh0nl2wl32XpV+vEKL0WNvbcvl/nxleV/vkfbIjIo0YkRDFFxGfzoCF+3l82y/M+usbzG41Yx4yBH78EczMjBqfKJlKkfCqVKq7PlJT89/ZSE9P54MPPsDb2xsrKyu8vb354IMPSE9PL3TfJ06coGfPnri4uGBnZ0eHDh3YsGFDeRxWlaXJzqHmqRB84iJp4GKFSqYkEuL+nJzg99/hgw/o2rgGm0cF0sRd39Q5JSOLl5ccZM2hq0YOUghRmQSOGcIO/+4AOGSkEjXgZWnaLCqcsNg0Bvywn3a7NjNp+6LbK955B5YskWS3EjA3dgClpVOnTowYMaLAcmtra8PznJwcnn76aYKCghg8eDCdO3fm5MmTzJ49m+DgYLZt24ZZnj/q48ePExgYiJWVFePHj6d69eqsXLmSvn37snjxYl599dVyObaq5tLNVOZvmkGtlFiSndxgtNyZEqJI8jS38nSxZf0bHfnlrc9otP0PRj77Ee//epKwuHQmPNFYLiQJIUrM3ExNzaU/EPOwH9XTEvHev4Mbs76h5oQxxg5NiCK5dDOVlxYd4GZKJv82fJhznn/SJPI8TJwIn36qnx1BVHiVJuH18fFh0KBB9yyzbNkygoKCGDVqFHPnzs237ZgxY1i+fDlDhw41LB81ahRpaWns2LEDf39/AF599VU6duzI+PHj6du3L87OzmVyPFXZqfNRvJCiT3Iz6njhaOR4hKio7Hft4NVlX6DSalm2biLD+n3Kdzsvk5CWxdRnW2KmlopcCFEyzVrWY83Yzxjw+SgAXP43gcyuAVi1b2fkyIS4t1NRSQz58SCxqVkAeHrVpNru/2DHP/pBqkSlUSmaNN+SlZVFSkrKXdcvX74cgPF5pvIAGDlyJHZ2dob1AGFhYezevZsuXboYkl0Ac3NzRo8eTVJSEr///nspH4EAuLn/iOG5WbOmRoxEiArOzg6VrS0A7SPPsOqXj3DKSOGXQxG8/XMImdocIwcohKgMek98g9869QXAMieb9F7PQUKCkaMS4u52X4xh9KxNWEXp+523qO3I6tc6UM27liS7lVClucO7fv16Vq5cSU5ODq6urjz77LNMnTqVmjVrAqAoCocPH6ZWrVp4eXnl29ba2ho/Pz8OHTqEoiioVCqCg4MB6NixY4H3urUsODiYV155pdB4fHx87hprREQEtWvXJjExsTiHajJuXVy410WGokjKyCYkIpkO3s5YW6hR79tnWGfRzrfC/54qq9I6/6IMNWuG2aZN2D33HOr4eFpfv8ia1R8ycMDn/HUK4hfv56vnmmJr+eD9k+T8lw6dTodaRv4UFZy1hRlNV37P8YdP0vraBXZUa0i1qDQ6u7gYOzQhCtgQEsnqr9ew+rcvSLS25/MPFjJ/eAecbGSQ1MqqUiS87dq1o1+/fjRq1IjU1FS2bt3K0qVL2bZtG8HBwdSsWZP4+HjS0tJo3rx5ofvw9PRk9+7dJCQk4OrqSmRkpGF5YWUBQ5ni0Gg0BAUFFXt7UxISElKi7eefVnMxWU0LFx096+rwuXTCsO6IhTkpleT3VFmV9PyLsucwaRIdP/0U64QEmsSEsWrNx7zw4hcEh8FLC/fzRrMcrIs5Joec/5LRaDTY5t6FF6Iia1K3GmvmLmHL/KUsbP8c1TaeY2NtVzxd5O9bmAZFUfh252UiZ3zDqq3fY6nTUjM1nh9PrcHc5gljhyfKUKVIeA8ePJjv9aBBg+jQoQNvvvkmkydP5ttvvzWMwmxlZVXoPm4NbpWeno6rq+s9y1taWqJSqe46sjNAaGjoXdf5+Pig0+no0qXLvQ/MxKWkpBASEoKfnx8ODg7F2kd0UiYX9x8G4FSCmkca1yYw/DgAmXYO+A0aJKPjmajSOP+i/GQFBGDZqxfqa9f0Se+6Sbww4HPCsGP1NRcWPN8MO6uiVwly/ktH3oEVjWHr1q1s2LCBo0ePcuLECTIyMlixYsU9x8TYsGEDM2fO5OTJk1haWhIYGMjUqVNp1apVgbLp6elMmTKFX375hejoaDw8PHjhhReYOHGiJPqVUP/nAhiSZAkXYohNzeSlRcGsHfkw7k7G/TsXQpOdwydrjuA7eyJvHf/HsFzp0gXzmTOMGJkoD5Ui4S3MG2+8waRJk9iyZQuAoWLNzMwstHxGRka+cvcqn5mZiaIoJaqs1Wp1pRnwysHBodjH8s/F/NOk3Ny8DcdM/Ry8Oc/0wNnNraThiTJWkvMvylHbtrBzJ3TpAtHRNI++yIpfJ/NSv8kci4Qxv13gp6HtHyjpBTn/JWXs5syrVq1i1apVNGvWjJYtWxa4gHynJUuWMHz4cFq0aMGMGTPIzMxk/vz5BAQEsGfPHlq3bm0o+6AzI4iKT6VSMad/a/r/sJ/QmDSuxqczcfIKvnRPwX7COGOHJ6qo60kaPpq7hbe/+wjf6POG5cro0ahmzwYLacpc2VXqjkNeXl7ExMQA4Orqiq2t7V2bIUdFRWFnZ4dLbn+TezVbjoqKyldGFN++y3H5XvsHbzU8t33h+fIOR4jKrWFD2LYNqlUDoNXNUNolRQBwKCyBoT8eIi1Ta8wIRTmbOnUqKSkpHD9+nDfeeOOeZRMTExk3bhyenp7s3buXt99+m/Hjx7N7925UKhWjR4/OVz7vzAjLly9n+PDhfPPNN8yZM4edO3fmGyhSVB7V7K34eXgH6rra0ubaeWZ9Oxb798eTNnOOsUMTVdDRqwl8+eZ05nwxxJDs5lhZw4oVqL75RpLdKqLSJrw6nY7Q0FDc3d0B/VVHf39/rl27Rnh4eL6yGo2GkJAQ/P39DXNTtm/fHoB9eQZQuuXWsltlRPEoisL+PAmvTZaGpy7sBSDLzgGefNJYoQlReTVrBlu3Qp06qP/cwntThhkG6jgYFs/IFUdk9OYqpHbt2kVuVr1x40aSk5MZPnw4jo63J4zz9PSkf//+7Nq1i7CwMMPyB5kZQVQu7k7W/PzaQ3SLu4hTbqstu/ffJePzaUaOTFQViqKwbF8Yx/oNY+bPk3HWpAKQ5VkHs/374D5TmYrKpcI3ab5x44ZhJOa8pk+fTnx8PIMHDzYsGzx4MLt27WLOnDn55uFduHAhaWlp+crWq1ePgIAAgoKCOHLkCG3btgVAq9Uyd+5cHBwc6N27dxkeWeUXGpvGzZTbTcZtszVsbNaVnud2Y9P/ebCxMWJ0QlRibdrAxYtgZUULYNXwh3hp0QGSNVr2XIpl7JpjzHvRT+bpFfncb/aCJUuWcPDgQby9vR94ZoQ7yUwHFZ+9CrrOn8iiYam8tnMlADaf/I/kmBvoPp0EhZz3qqSyn39jStZomfznJbZfiGOYQ3XD8tRnepKzYB7pTk5g5M8POf+lo6gzHVT4hHfatGls376dHj164OXlRXp6Olu3buXvv/+mSZMmTJw40VB26NChLF++nHnz5pGUlETnzp05ceIECxYsoFOnTgwZMiTfvufOnUvnzp154oknGDt2LNWqVWPVqlUcOnSIH374wdD8WRTP/juaM8fZOfPxE29xZMxEvnq6vpGiEqKKyDMgX4vaTvw4tD1Tpv7Ccde6/HnyOk42p/ji2RaFJiOianqQ2QsedGaEByUzHVQcyoi+fK1SM2aH/o6+49xvuHDuPGdfHwEyJVelP//lLTwVll0wIy5TX3ct9e/Fk/FnMO/QiognHodjx4wb4B3k/JdMUWc6qPAJb7du3Th37hwrVqwgNjYWtVpN/fr1+fjjj5kwYUK+0UPNzMz4888/mTJlCmvWrGH16tV4eHgwbtw4Jk6cWGDwDD8/P/bu3ctHH33ErFmzyMrKomXLlqxbt45+/fqV96FWOncmvLf0ebg+VK9e6DohRBlQFNou/ZrfF03h3R7jWd/8EVYfvIqbnSXvPtHY2NGJ+0hNTWX69OlFLt+3b198fX0f+H3uNXtB3pkO7lf2zvKFJbwy00Hlcsm/HV+MceB/fy4AoNG/f1PL3Bztoh+gio7WXZXOf3nI0Sls+m0fib/8QVzbngA4Wpsz5ZkGNPrgD1CpuHu7kfIn5790FLVLToVPeHv16kWvXr2KXN7e3p6ZM2cyc+bMIpVv3bo1mzdvLm544i4UReFAqD7htc7W0OLGZU7WbEADr+p0bljNyNEJUcX8+SdMmQLAzL+/IdKxGgfqtGT+jku42VsyNKCekQMU95KamsrUqVOLXL5BgwbFSnjvNXvBg8x0UFj5ByUzHVQs/s7OOCyZxsejHPj015mYKzrs/9xMVq/eWG7ZDIV0TasqqsL5L2thN1PY/vZEXvrtO2y0mZytVhdNpy7Me9HX5OeBlvNfMkWd6UDakgijuHAjlbi0LAB+/WcW61e9z4rLv7PoZX9pQilEeXv6acgdoVet1fLTlpnUSbwOwJTNZ9h65oYxoxP34e7ujqIoRX7c2X2nqB5k9oIHnRlBVH6N3R149buPeW/IF6RY6sfoMA85QtS23UaOTFRUiqLwx8p/SGj7EK+u+xobrf4C27Rzf7B25MMmn+yK8iMJrzCK/ZdjAWh+4zLNT+sHQmn/+3Jq/bLMmGEJUTWpVDB3LjzxBADWSQn89tc07DPTURQYvfooJyOTjBykMLaizF7Qrl074MFnRhBVQ71qdrz75WjGvDWPaw7V+KzbcJ686MC+S7HGDk1UMJERMWx5+mWeevlpfCPPGpbfeHk43nu2YWEmKY64Tf4ahFEcCI0HoNeZOwYdkamehDAOc3P45RdorO+zW+3qZdbsnItal0NGdg6vLjvEtcQMIwcpjKlPnz44ODiwePFikpOTDcsjIyNZu3YtgYGB1Kt3u/n7rZkP5szJP/9qYTMjiKqjtrMN0yYPZOzHK/ixbS9SNFpeXnqQ9UciQVH0DyHuIjtHx5bpS1C1bEGPv1dirugAiKnlRcY/26i5bBHY2Rk5SmFqKnwfXlHx6HQKB67EgaLQ8/ye2yvOnTN82RZCGIGzM/zxBzz0ECQk0PzYHr6qVod32g7kZkomw346xLrXH8bB2sLYkYpScuLECTZt2gTA0aNHAfj9998N8+n26tWLVq1aAeDi4sLs2bMZOXIkAQEBjBw5kqysLObNm4dOp8s33R88+MwIouqo4WDN0nceY/Tqo2w/dxOtTuHddcep8f03dMq4jmph1R3MStzdsfNRpD3/Is+cvN0MPtPcgug3xuI9a0q+2QeEyEsSXlHuzt9IITE9G99r56mVdFO/8MknJdkVwhQ0bAjr1+ubN2u19N62mlNuXizyDuTc9RTe/vkoS17xN3aUopSEhITwySef5Fu2fv161q9fD+j75N5KeAFGjBiBq6srs2bNYsKECVhaWhIYGMjUqVNp3bp1vv086MwIomqxszLnh8FtmfzHGVYcCKfTlRAC1n2JStGRc/oUZr/9Bt7exg5TmICk9GzmbD3Piv1hLEtJNSwPbfUQNVctxbtFMyNGJyoCadIsyt2t0Zl7nMszUEX//kaKRghRQLduMG+e4eX7u5ZT3VzfzDDoQgyT/ziDIs0OK4UhQ4Y88ABX/fr1Izg4mPT0dBITE9m8eXOBZPeWWzMjhIeHk5WVRXh4ODNnzsTe3r6Mj0xUBOZmaqb0bs7HzzTFRpuJxtwSALNjx8hp2xa2bTNyhMKYcnJ0rNwfRtfZO1i+PxwFFZ91G06Mc3XCv/4en2P7sZNkVxSBJLyi3B0IjUOl6Hj6XG5zZgsL6NPHqDEJIe7w+uswfDi0aYP5nt3MH/YwFmb6AYZWHAhn9ZFoIwcohKgMVCoVwzv5MHDaOwx+7RuuuHgAYBYfj/L44zBpEmi1Ro5SlLdTq//gok8Ltn/5Ewnp2QDYWJjx/CtP4BIdgdc7I/UDLgpRBJLwinKl0ykEX4nHP/IMHqn6O7088QTI1BRCmJ5582DvXvDx4SEfN6Y/d7tp6+ztVzidIF82hBClo0uj6nw1ZSDvvreI/3z03SZUigJTpqB75BG4yxRXonK5vvcQJ/060+KlXjS5epZPti/CIiebXq1rsX18F0Z0ro+5tfTVFQ9GEl5Rrs5d1/ffzTKz4LhvJ/3d3QEDjB2WEKIw1tb5Bo7p29aTtx6pD4BOgWUX1Fy4mWas6IQQlYyXmx0rxj/Bb5O/Y2bnl9Gq9F9T1Xv2kNOqlX5QPVEpJV4I5Vj356jeqQMtj97u8mZmbcX6Xl7MfdGXWs42RoxQVGSS8IpytTd3rr3jtRoTMm8Z3LwJffsaOSohRJGkpfHu8s95P+s8AJk6FaPXn+FmisbIgQkhKgtbS3PmDmxLjS8+ZdCgGUQ5VAfALCGBxPHvo0jz5kol/fpNjrw4EuvmTWmz7TfMcqcZuu5YjYOfzMIz/AKtO/kaOUpR0UnCK8rVzgs3Dc87NayunwbFRq7YCWHy4uPh4YdR/byK15dMprt5IgDXk7N4bfkRNNk5xo1PCFFpqFQqhgTU45Ppr/Hme4v5p2EH0i2s6NtlNG/+cpyYlExjhyhKKCNTy9Eho1C8vGn7y0KstVkAJFvZsWPoeGzDLtN+yruYWciEMqLkJOEV5SYtU8vBK/EA1HG1oX51mRhciArDxcUwdZgqOZn56z/Hg3QAjkckMn7tcXQ6GblZCFF6mtdyYvX7T7Pt8+/o+fLXXHarw1+nrvP4V0FsOn4NJTQUNNLCpCJJ0WTz7c5LBM7cwZXDp7HLygAg08ycXT1fJuPcBR5ZOhtHF0cjRyoqE0l4RbnZeykWJSubrpcP8Wg9F1Qyup4QFYdKBUuXQtOmAFidP8fyoLnYWuj/j7ecjGbO1vPGjFAIUQnZWpozq38bxo7uhaudftqihPRs3lsRzPVOj6Ft4wv79hk5SnE/N3cH89VvRwiY/h8z/z5PXFoWCx7uj8bckqBufYkOPkbnTcuo6V3L2KGKSkgSXlFudpyPoWP4cX5aP5mPhj8CP/xg7JCEEA/CwQE2bND/BBoe2MPa1L2oc69dLdhxmfVHZCRVIUTp69GqFv+O7czTLd0BGLPnZzyuXcH8/DkICEA3dKh+XBBhMhStlguLf+Zc8/bU6NyB+O8Wk6zR98FWq6BZt4e4evICXbavx7ttcyNHKyozSXhFudDm6Pjn9HV6nw0CwCI5CapXN3JUQogH1qQJLFtmeNl83gwW1EoyvP5wwwmCQ+OMEZkQopKrZm/FtwPbsuAlP/7z784J9waGdeqffkLbsBF89x3kyJgCxpR47hLHho8lpoYnjV4bSJMzhwAYengTlmqF59t6sn18V+a96EujJl5GjlZUBZLwinKx73Ic2fEJPH1ur36BkxM89ZRxgxJCFM+zz6IZNw4AVU4OT342hrca6OdFzM5RGLnyCGGxMl2REKJsPNPKg4UzhvDL3LVM7P46yVb6MUHMk5PgzTfJ9G0L27YZOcqqRZuWzslvFnO6VUccmzaizZKvqZFww7A+3K02YQOHs+fdLsx6vjX1qsk4LqL8SMIrysXmE9fodSYIG23uyIqDBsnozEJUYJr//Y+bbdoAoIqJ4d0f/sej9fSDjCSmZzPsp0MkpWcbMUIhRGXmYmfJF8/78uziL3jrk59Z3+JRwzqrk8ehe3eyHu0Oly4ZMcrKLTtHx+6LMXw/dRkat+q0HPMazU/uR41+AMMclZrDzR/mwFc/4nEtjG7zJlPD1cHIUYuqSBJeUeZSM7VsOX6NF4//c3vha68ZLyAhRMmZmXF43Dhy6tYFQFWjOl/1aUrDGvYAhMam8fpKma5ICFG2fOu68NOHPdEsWsLwV+dwuoaPYZ1u1y4WHIgiNlWmMSotafFJ7N5xjPfWHafd1G0MXnKQBbE2WOROKwQQ5VyTnYNGceXwKfxP7aPDmCFYWsr0QsJ4JOEVZW7j0ShaXwyhxY3L+gXt2kHr1sYNSghRYtmOjqSvXAmTJ8Mff+BYsxpLh7TDLXck1f2hcZL0CiHKnJlaxaAOXny9YDT/Lt/Ce30mEOFUk6X+vZh1KpXAGf/x6abTRCdlyMBWD0hRFC7tP8ae0RM50bwDFjWqEf/WGNYdiSQxtxVPipUdW5p3ZV+nnoQsXkuNm5F0XTGXBn5NjRy9EHpyuUWUqRydwk/7wvj0wLrbC99913gBCSFKVU7LltCpk+F1HVdbFr7sz6DFwWRk57DzfAwjVxzhh8FtsbYwM2KkQojKzt7KnLFPNCGm4xS+/WcAG4LDAdBk6/hpXxibgk6z9/tX0bZrj8O7Y/VjiZjJ51JeiqJw5cRFon//G3YFUedYMA3iomiQp0yXK0cw0+VgbW1Jt6Y1eaqFO12n/IWt3MUVJkr+MkWZ2nziGh7BuwgMP65f0KAB9O1r3KCEEGWqbU4Cq7u68lJQPOlZOQRdiGHQ4mB+GNwWN3ur/IUzMmD5cjh7Fm7cgOxssLaGatX0I7nXrAnu7uDhAd7e4OZmlGMSQlQc1R2smNTPj5Hdm7FwVyg/HwxHk63jxUObsUlPhaD/IOg/0mrXxertNzF/bXiV/WzJyMrhTHQSR68mkvTnv/Rb9Dk+cVH43KX8DacahHXowuLnmvBw2/pyIVNUCJLwijKTnqVl9r/n+fDY37cXTpwoV1OFqMwOHYIePWhjZ8fKX/5k0OYw0rNyOByeQJ9v9/LdwLa0qO10u7yFBXz8McTG3n/f48fD7Nm3X+t0+vEAatbUJ8S3HrcSZFvb0j8+IUSF4e5kzcSezXjrkfos3XuF+AvuXHWqSd0k/ejBdlFX4cMPyJ44kdTuT+I8fAiqp58GK6v77LliytTmcPFsBNd37EG7/wB/urdki00dcnT6QaYaxeQwPi4q3zZZanOuNGhBSrfHqfliXzwD/amplh6RomKRhLcINmzYwMyZMzl58iSWlpYEBgYydepUWrVqZezQTNrMv88TEZ/B2B7jMQ9xp3tmNKqBA40dlhCirCgKvPOOoY+c3+svse6ndQz94wo3UzKJiM9gwNf/Mfzx5rzRNffOgLk59OwJP/54//27u+d/HRsLS5fevbyj4+0E+LvvoGnT/Ntev65f7+oKKlUxDlgIURG42Vvx3hNNSH/kCzYdeYPFS9fQbft6ul45AoBFdhYuf26CPzehsXfk5vuf4Pm/8ajVFfNzIUenEBGXRvjRs6QEH4ETx3G8eJY6Vy/SIuEaLXLLXXh4ADmdBxu2u1itLjcd3Ej08CTloUAcn3wM756P0djB3jgHIkQpkYT3PpYsWcLw4cNp0aIFM2bMIDMzk/nz5xMQEMCePXtoLYMvFern4Kv8tC8MAMXGhgZrl6GyVYFcFRSi8lKpYN066NABIiPh6FGav9iLzT+v451/wum2fiE9z+6iu/Y71h+J5IOnmtCjlQeq99+Hl1+GunX1d3wzMvQJaUyMvplzdLT+0a5d/veLjr53PMnJ+sf58wVblmzceHu0eAsLfdLr5ATOzvkf3t7w4Yf5tz1xQh9jy5ZyF1mICsTW0pwXHq6H0uF9DoWN4LPfdlNn7U/0OLmDaulJAFinJrNg71W2f7GNRxrXILBhNdq7muNxPRzatAFLS+MeRC5FUYhNzSL8RhJXEjMJj0snLC6NsLg0nvv5a/qF/I13Vvo999Hm+kWaejjSqrYTLT2d8Pd2odpn0dSwtCinoxCifEjCew+JiYmMGzcOT09P9u7di6Ojfo7JAQMG0KxZM0aPHk1QUJCRozQt6Vla5v11mh2/74Ya9QD45Jmm+FSXq4NCVAm1a8O//8Kjj+oT0jNnqNGuDT+r1agy9VODvLl/HTO6DmHU6qMs2xfGJz2a0bpr4/z7adTo/u/VpAmcPHk7Ib5+/fbzvK9TUvR3cvPKmyxnZ+sT6xs3Cr5Hy5YFE96xY+G//+DUKWjevAi/FCGEKVGpVLSv50r7cb1JfesZ/jkWweXVv9Ng2yYev3iAnT5tiU3NYt2RSNYdiaT7xQMs2vA5WRZWxDVpSY6vLw6+rXD0a4WqWTN9/99SbiWSnqXlemIGN6PjSL4URkZoGLrwcMwiI7GOvoZ9TDS1Eq7TMCOZfu/8ku/9n8vW4lhIsptpbsl170aktWmLTcDDPPREV/5q2rhAOSEqG0l472Hjxo0kJyczbtw4Q7IL4OnpSf/+/VmyZAlhYWF4e3uXe2wXbqQQdfoSLf83GlQqFJUKuPUT/TJUKCr982MfTUdTwwMFBUWBGnt34P3b6txtb5e/vS9QVCo0LtU4MuYT/WsFFKDJmqW4XDhDtk6He3Iy135YwTVzC27ozLkal86Ac/sZlRbPc4Nm06lvNwY/XP6/HyGEETVtCnv2wOOPw+XLkJ3Nra9iOmsbqru7GooeDk+g94K9tKytv7tQ19UWB2sLrC3UmKv1n2v3Vg08qoFHy7uWMEtPJyc8DUgzLKvhVIeavfpjGXcTq9gYLFKSME9Jxjw1BZWiGMrFW9hw8NT1fPvrEJuIM7AzKp1a1VJoVNOhSL8WU7R161Y2bNjA0aNHOXHiBBkZGaxYsYJBgwYVWl51jy/1KSkp2Nvnv7iZnp7OlClT+OWXX4iOjsbDw4MXXniBiRMnYit3x4UJsLcyp+9D9eChMcSkvMHfx6/SOjSJ3RdjycidUs0v6hwAltmZeJw8DCcPw/Lb+8i0tCLFtSbRzX3Z9dFs7K3MsbMyx8JMhfe6FVikJIFajaJSka1AdraOrORkLG/c4NSitag1Gv7zf5zg2s2JT8siPi0Ln4jzbFj5Hj452fc9huppCcTY6z9X1SpI9KpPXJg7iQ2aoGvZEvt2bakW0A6rxo3wMpev/qLqkb/6ewgODgagY8eOBdZ17NiRJUuWcPDgwUITXh+fu41vBxEREdSuXZvExMRix7Z6fxj//XWYoOA9RSo//dcQwlxrG14PDtnHZzv+uu924c7ufOT1bL5lizb/TbtLBwuUbXbH61/+mYUy7fkSHacwXSkpKfl+iqrlvuff1RV27MB65kwsf/8dgOzHH0czZgyP1q7NvNAE5mwPIyw+A4CTUUmcjEoql9j1qkPTlwssVSk67LMycNSk4ZiZSo5KzYWVR/KVGVq9LXXb1mbOX2H0z7BkdBevYkeh0+lQG7Grx6pVq1i1ahXNmjWjZcuWHDxY8LP9Tp06dWLEiBEFlltbW+d7nZOTw9NPP01QUBCDBw+mc+fOnDx5ktmzZxMcHMy2bdswk0EMhQmp7mBFv8CG9AsETXYOh8LiOXQlntRkf35Pi6NN5Fm8Eq8X2M4qKxOr61c5Z+XCrH/O51u3fdF86sdHFdjmTn+qa3IST8PrVCtbrO6T7GZY2ZJQ24sPOrjj4t8KLzc7PF1ssDJ7GlRfUjXHnRaiIEl47yEyMhLQ39G9061lt8o8KI1GU6Lm0BFXH+wLklLMpjZKIXdX8t79uJuoFq24OPQVkg4cKNb7ioojJCTE2CEII7rv+X/sMf3jlsuX9Q9gdEPYe0PFgZtqotJNY3AYRaUmxcqOFCs7oqhRaJkf/Xsbnl+9epWgoLBiv59GozHqnc6pU6fy/fffY21tzU8//VSkhNfHx+eud4DzWrZsGUFBQYwaNYq5c+fm237MmDEsX76coUOHlih+IcqKtYUZnRpWp1PD6vD4+2Rp3+PCjRQ2n7lC0uFjaE+fwTHsEjWuhVE9OY6aqXHccCiYYqoVXZHezyY7EzO1ChdbC1xsLanl7k1U3YZkO7uSU7Mmqrp1sajnhX1DHxwb+mDm7YWNszM2KhUy2aMQ9yYJ7z2kp+v7P1gVMjz9rSvZt8rcKTQ09K779fHxQafT0aVLl2LHZn81iRMNvFjwVDAqRZ+E5jZiBkANoOjTVTUKL9o76kdDzWXRaTgrXx2AWqXoyynkbp/7M3eZYmbGpx61DWmvSqUiqd1sNmWkkZWp4VpkJJ61amFrYU4tcy11zLSYNWuCnZcXbYp9dKIiSElJISQkBD8/PxwcKm6TTlE8pXX+u+X+jE/L4kpcBteSMsnIziFTq0Oru//FNWNrVcuBtnWd7l/wLu68K1reateuff9ChcjKyiIzM/Oe5375cn2bz/Hjx+dbPnLkSD766CNJeEWFYmmupkVtJ1rUbgPd2xiWK4pCYno2UUkaaqVqWKRVSM3MJlWjRatTOOc+k0sZ6aDLQQ1YqcHKXE22mRnhN67TuHULatZyZ1R9bz6sXTP/yNBjLpT3YQpRKUnCew+3rrpn5g60kldGRka+Mg9KrVbj7Oxc7NgedXbmUaPNiqQfTCYxMZGgoCC6dOlSomMRFZuDg4Oc/yqstM6/szP4FC/3qtCM2Zy5uNavX8/KlSvJycnB1dWVZ599lqlTp1KzZk1DGUVROHz4MLVq1cLLK3+Tb2tra/z8/Dh06BCKohTaL7isuwWZAukWUnmogFq2UMv21gjOeW6UNO9R6DYpKSnEhIRQ3c8POwcHdEBycnl26xDGJP//paOo3YIk4b2HvM2Wm+advxGIiorKV0YIIYSo7Nq1a0e/fv1o1KgRqampbN26laVLl7Jt2zaCg4MNSW98fDxpaWk0v8so1p6enuzevZuEhARcXV0LLXMvJe0WZEqkW0jVJue/apPzXzJF7RYkCe89tG/fnu+//559+/bRvXv3fOv27dsH6Ct/IYQQwlhSU1OZPn16kcv37dsXX1/fYr3XnX18Bw0aRIcOHXjzzTeZPHky3377LXDvLkGQv1tQYQlvWXcLMgXSLaRqk/Nftcn5Lx1F7RYkCe899OnTh3feeYfFixczduxYw9REkZGRrF27lsDAQOrVq/fA+42Ojkar1d6zyVZFoNPp0Gg0WFtbV8hmeaJk5PxXbXL+S0dERATmJZwmJDU1lalTpxa5fIMGDYqd8BbmjTfeYNKkSWzZssWw7F5dgqBk3YJu1aF+fn7FiNZ0yP9Q1Sbnv2qT8186oqKiilSHSsJ7Dy4uLsyePZuRI0cSEBDAyJEjycrKYt68eeh0unyjTj6Iu13xrmhuNeuuU6eOkSMRxiDnv2qT8186zM3NS1wnuLu7oxRh9Pyy5OXlxenTpw2vXV1dsbW1vetMBlFRUdjZ2eHi4vLA7yV1qKgM5PxXbXL+S0dR61BJeO9jxIgRuLq6MmvWLCZMmIClpSWBgYFMnTqV1q1bF2ufFX2gjVtu3aG+V9MzUXnJ+a/a5PyLW3Q6HaGhobi7uxuWqVQq/P392bVrF+Hh4fkGrtJoNISEhODv71/ogFX3I3WoqAzk/Fdtcv7Ll9xDL4J+/foRHBxMeno6iYmJbN68udjJrhBCCFER3bhxo9Dl06dPJz4+nl69euVbPnjwYADmzJmTb/nChQtJS0szrBdCCCHKktzhFUIIIaqoEydOsGnTJgCOHj0KwO+//05YWBgAvXr1olUr/Rx406ZNY/v27fTo0QMvLy/S09PZunUrf//9N02aNGHixIn59j106FCWL1/OvHnzSEpKonPnzpw4cYIFCxbQqVMnhgwZUm7HKYQQouqShFcIIYSookJCQvjkk0/yLVu/fj3r168H9NMH3Up4u3Xrxrlz51ixYgWxsbGo1Wrq16/Pxx9/zIQJEwqMNGpmZsaff/7JlClTWLNmDatXr8bDw4Nx48YxceJEzMzMyucghRBCVGkqxdgjXYgKS/ofVG1y/qs2Of9ClIz8D1Vtcv6rNjn/5Uv68AohhBBCCCGEqJQk4RVCCCGEEEIIUSlJk2YhhBBCCCGEEJWS3OEVQgghhBBCCFEpScIrhBBCCCGEEKJSkoRXCCGEEEIIIUSlJAmvEEIIIYQQQohKSRJeIYQQQgghhBCVkiS8QgghhBBCCCEqJUl4RT4bNmygQ4cO2NnZ4eLiQs+ePTlx4kSRtl25ciVPPvkkderUwcbGBldXV/z9/Zk3bx4ajaaMIxelpSR/A3dasGABKpUKlUpFZGRkKUcqykJJzv+nn35qON93Pt59990yjlwI45M6VEgdWrVJHWqazI0dgDAdS5YsYfjw4bRo0YIZM2aQmZnJ/PnzCQgIYM+ePbRu3fqe24eEhODk5MQbb7xBjRo1yMjIICgoiNGjR7Nx40a2bt2KWi3XWExZSf8G8oqMjOTDDz/E3t6e1NTUMoxalJbSOv9fffUV1apVy7esWbNmZRGyECZD6lAhdWjVJnWoCVOEUBQlISFBcXR0VDw9PZWkpCTD8oiICMXBwUHp3Llzsff9+uuvK4ASFBRUGqGKMlLafwM9e/ZU/Pz8lEGDBimAEhERUdohi1JUGud/0qRJCqBcuXKlDCMVwvRIHSqkDq3apA41bXKpUACwceNGkpOTGT58OI6Ojoblnp6e9O/fn127dhEWFlasfderVw+AhISE0ghVlJHS/BtYs2YNW7Zs4YcffsDMzKyMIhalqbQ/A1JSUsjOzi6DSIUwPVKHCqlDqzapQ02bJLwCgODgYAA6duxYYN2tZQcPHizSvpKSkoiNjSU0NJQVK1YwY8YMnJycCAgIKL2ARakrrb+BhIQE3nnnHUaNGoW/v3/pBinKTGl+BrRu3RpHR0esra3x9/dn7dq1pReoECZI6lAhdWjVJnWoaZM+vALAMBiCp6dngXW3lhV1wITevXsTFBRkeO3v78/8+fML9EcQpqW0/gbGjRuHhYUFn332WekGKMpUaZx/Z2dnhg8fTkBAAG5ubly8eJG5c+cyYMAAQkND+eCDD0o/cCFMgNShQurQqk3qUNMmCa8AID09HQArK6sC66ytrfOVuZ85c+aQkJDAjRs32LZtG+fPnycpKan0ghVlojT+BrZv385PP/3Eb7/9hoODQ+kHKcpMaZz/MWPGFFj22muv4evry8SJExk0aFChXwaEqOikDhVSh1ZtUoeaNmnSLACwtbUFIDMzs8C6jIyMfGXup23btjz22GMMHDiQH3/8kb59+/LUU0+xb9++0gtYlLqS/g2kp6czYsQIevfuTZ8+fcokRlF2SvMzIC8HBwfGjh1LdnY2W7duLVmQQpgoqUOF1KFVm9Shpk0SXgHcu7lFVFRUvjIP6pVXXkGn07Fw4cLiByjKXEn/BmbOnElkZCTvvvsuYWFhhset6RQiIyOLPWiLKHtl+Rng7e0NQExMTPGCE8LESR0qpA6t2qQONW2S8AoA2rdvD1DoFeRby9q1a1esfd+6siUjTJq2kv4NhIWFkZWVRadOnahXr57h8euvvwLw8MMPU69ePbRabRlEL0qqLD8DLl68CIC7u3sxoxPCtEkdKqQOrdqkDjVtKkVRFGMHIYwvISEBLy8vnJycOH36tGFI9cjISJo1a0br1q3ZvXs3oB9BMjo6mmrVqhkG0dBqtSQlJeHm5lZg3+PHj+fLL79k2rRp0uHehJX0byAkJISrV68W2O/cuXPZsWMHixcvxs3Njd69e6NSqcrvwESRlNVnQExMDL6+vsTFxREaGoqHh0f5HpgQ5UDqUCF1aNUmdaiJM/ZEwMJ0/PDDDwqgtGjRQpk3b54yZ84cxdvbW7Gzs1NCQkIM5X788UcFUCZNmmRYlpCQoFhZWSkDBgxQPv/8c2Xx4sXKF198oQQEBCiA4uvrq6SmphrhqMSDKMnfwN288sorCqBERESUYeSiNJT0M8Da2loZOHCgMn36dGXhwoXKhAkTFDc3N0WlUinz5883whEJUX6kDhVSh1ZtUoeaLhmlWRiMGDECV1dXZs2axYQJE7C0tCQwMJCpU6fSunXre25ra2vLqFGj2LVrF9u3bycxMRFbW1uaNm3KrFmzeOutt7CxsSmnIxHFVZK/AVHxleT829jYMHDgQA4ePMiWLVtITU3FxcWFjh07MnbsWB555JFyOgohjEPqUCF1aNUmdajpkibNQgghhBBCCCEqJRm0SgghhBBCCCFEpSQJrxBCCCGEEEKISkkSXiGEEEIIIYQQlZIkvEIIIYQQQgghKiVJeIUQQgghhBBCVEqS8AohhBBCCCGEqJQk4RVCCCGEEEIIUSlJwiuEEEIIIYQQolKShFcIIYQQQgghRKUkCa8QwuCnn35CpVLx008/GTuUIhkyZAgqlcrwmD59erH2s379+nz76dq1a+kGKoQQotKTOlTqUGGazI0dgBCibKhUqgcq/+OPP5ZRJGXvnXfewdnZmcDAwGJt36xZMyZNmgTA5MmTSzM0IYQQFZDUoUUndagwdSpFURRjByGEKH2ffvppgWVff/01SUlJhsotrz59+lCvXj2io6Px8PDAycmpfAItgSFDhrBs2TKuXLmCt7d3qexTpVLRpUsXdu7cWSr7E0IIUfFIHVo8UocKUyR3eIWopAqrrH/66SeSkpIYM2bMXSu3ilBJCyGEEGVJ6lAhKg/pwyuEMLhb/yNvb2+8vb1JTU1l7Nix1KlTBxsbG9q0acPGjRsByM7OZsqUKTRs2BBra2vq16/PggUL7vpe//zzD08//TTVqlXDysqK+vXr895775GYmFhqx3Pp0iWGDx9O/fr1sba2xsXFhaZNmzJy5Eji4uJK7X2EEEIIqUOFME1yh1cIUSTZ2dl0796d+Ph4evfuTVZWFqtXr6Zv3778+++/fPPNN4SEhPDUU09hZWXF+vXrefvtt6lWrRoDBgzIt68pU6YwadIk3NzceOaZZ6hRowYnTpxg9uzZ/Pnnn+zbt6/EV8mvXbtG+/btSUlJ4emnn6Zfv35oNBquXLnCypUrGTVqFG5ubiV6DyGEEKIopA4Vwngk4RVCFMm1a9fw8/Nj586dWFlZATB48GA6d+5M3759adiwIadOnTL0a3r33Xdp1KgR06dPz1dZ79ixg0mTJhEQEMCWLVvyVco//fQTQ4cOZdKkSXz99dclinf9+vUkJCTw1VdfMWbMmHzr0tLSUKulgYsQQojyIXWoEMbz//buHiS1MI7j+O+A0dtgrknoiRqShsAl0HCIloZorCaXWioigqSWGm1MaGmJFqMQIlqEloKokGiJxpCWKEIiMKIX804FF+9LduR07+n7AQefB5+/B4Qf/+NzzuHXCuDDFhcX34Nakrq6umSapu7u7rSwsPDTTTz8fr/C4bBOT09VKBTexxOJhCRpeXm55Ax0NBpVR0eHksmk5e/6dofNurq6krn6+nrV1tZargEAwEeRocDX4B9eAB/S0NCg5ubmkvHGxkZls1kFg8FfzhUKBV1dXcnr9UqSDg8PVVVVpY2NjV/WeXp60s3NjXK5nKXtUn19fZqdndXo6Kh2dnbU09OjUCikQCBQ9uMmAACwggwFvg4NL4AP+d31QC6X67fzb3PPz8/vY7lcTi8vL399Vl8+n7cU1j6fT5lMRvPz80qn00qlUpKkpqYmTU9Pa2xs7NNrAwBQDjIU+DpsaQZgK7fbLY/Ho2Kx+MeXz+ezXKutrU3r6+vK5XI6Pj5WPB7X6+urxsfHtbKyUoGjAQDAPmQoUD4aXgC26uzs1O3trc7Ozmyr6XK5FAwGFYvFtLa2Jkna3Ny0rT4AAJVAhgLlo+EFYKvJyUlJ0vDwsC4vL0vm7+/vdXR0ZLlOJpPR9fV1yfjbWE1NjeUaAADYiQwFysc1vABs1d3drXg8rpmZGbW2tqq3t1emaSqfz+vi4kJ7e3sKh8NKp9OW6iSTSS0tLSkSiailpUUej0fn5+fa3t5WdXW1JiYmKnREAADYgwwFykfDC8B2sVhMoVBIiURC+/v72traktvtltfr1cjIiIaGhizXGBwc1OPjow4ODnRycqKHhwd5vV4NDAxoampK7e3tFTgSAADsRYYC5TGKxWLxq78EAHxGNBrV6uqqstms/H5/RdY0DEORSES7u7sVWQ8AgH8RGYrvgmt4Afz3TNOUYRiKx+Of+nwqlZJhGDxbEADw7ZChcDq2NAP4b/X39/90VjocDn9qnUAgoLm5uff3lTrTDQDAv4oMxXfBlmYAAAAAgCOxpRkAAAAA4Eg0vAAAAAAAR6LhBQAAAAA4Eg0vAAAAAMCRaHgBAAAAAI5EwwsAAAAAcCQaXgAAAACAI9HwAgAAAAAciYYXAAAAAOBIPwB/KFI+ubpxagAAAABJRU5ErkJggg==", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "Fhgrfm2 = Fkgrfm2 = Fagrfm2 = np.sqrt(np.sum(np.abs(-grf[:,(0,1)])**2, axis=-1))\n", "Magrf2 = -np.cross(grf[:,(2,2)]*[1,0]-kin[:,(4,5)], grf[:,(0,1)])\n", "Mkgrf2 = -np.cross(grf[:,(2,2)]*[1,0]-kin[:,(2,3)], grf[:,(0,1)])\n", "Mhgrf2 = -np.cross(grf[:,(2,2)]*[1,0]-kin[:,(0,1)], grf[:,(0,1)])\n", "\n", "plotdata(time, Fhgrfm2, Fkgrfm2, Fagrfm2, Mhgrf2, Mkgrf2, Magrf2, forces, moments, \n", " 'Inverse dynamics: ground-reaction-force approach versus true values II')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### WARNING: the calculated resultant joint force is not the actual joint reaction force!\n", "\n", "In the Newton-Euler equations based on the free body diagrams we represented the consequences of all possible muscle forces on a joint as a net muscle torque and all forces acting on a joint as a resultant joint reaction force. That is, all forces between segments were represented as a resultant force that doesn't generate torque and a moment of force that only generates torque. \n", "This is an important principle in mechanics of rigid bodies as we saw before. \n", "However, this principle creates the unrealistic notion that the sum of forces is applied directly on the joint (which has no further implication for a rigid body), but it is inaccurate for the understanding of the local effects on the joint. So, if we are trying to understand the stress on the joint or mechanisms of joint injury, the forces acting on the joint and on the rest of the segment must be considered individually." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Conclusion\n", "\n", "For these data set of 'running' (remember this is simulated data), in the estimation of the forces and moments of force at the hip, knee, and ankle joints in a two-dimensional analysis, to not consider the segment acceleration and/or the mass of the segments had no effect on the ankle variables, a small effect on the knee, and a large effect on the hip. \n", "This is not surprising; during the support phase, ankle and knee have small movements and the mass of the segments only start to have a significant contribution for more proximal and heavy segments such as the thigh. \n", "\n", "Don't get disappointed thinking that all this work for drawing the complete FBDs and their correspondent equations was a waste of time. \n", "Nowadays, the state of the art and the demand for higher accuracy in biomechanics is such that such simplifications are usually not accepted. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Further reading\n", "\n", "- [Gait Analysis on Wikipedia](https://en.wikipedia.org/wiki/Gait_analysis) \n", "- [Gait analysis: clinical facts](https://www.ncbi.nlm.nih.gov/pubmed/27618499) \n", "- [Gait Analysis Methods: An Overview of Wearable and Non-Wearable Systems, Highlighting Clinical Applications](https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3958266/) \n", "- [Avaliação Biomecânica da Corrida no BMClab (in Portuguese)](http://pesquisa.ufabc.edu.br/bmclab/servicos/rba-2/) " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Video lectures on the Internet\n", "\n", "- Understanding & Analyzing Gait For The Clinician - series: [Introduction](https://youtu.be/x1JoaGgyKX0), [Patient Assessment](https://youtu.be/Z0QNkLshQUk), [Intro To Computer-Based 3-D Analysis](https://youtu.be/g0OcCLTQM_Y), [Basic Musculoskeletal Biomechanics](https://youtu.be/KsdrmyxOyxM), [The Gait Cycle](https://youtu.be/96nLX6sm9Yw) \n", "- [How to benefit from a Gait Analysis | Runners Need](https://youtu.be/rxkX7qGtIEI)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Problems\n", "\n", "1. Search the Internet for actual experimental data from a gait analysis of a runner and compare with the simulated data used in this notebook. \n", "2. Collect or search for some experimental data from a movement analysis and perform inverse dynamics to determine joint forces and torques. \n", "3. Imagine that you have to perform a similar analysis but of the upper limb during throwing a ball. What would have to change in the approach described in this notebook?" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## References\n", "\n", "- Ruina A, Rudra P (2019) [Introduction to Statics and Dynamics](http://ruina.tam.cornell.edu/Book/index.html). Oxford University Press. \n", "- Winter DA (2009) [Biomechanics and motor control of human movement](http://books.google.com.br/books?id=_bFHL08IWfwC). 4 ed. Hoboken, EUA: Wiley. \n", "- Zajac FE, Gordon ME (1989) [Determining muscle's force and action in multi-articular movement](https://github.com/BMClab/BMC/blob/master/refs/zajac89.pdf). Exercise and Sport Sciences Reviews, 17, 187-230. \n", "- Zatsiorsky VM (2202) [Kinetics of human motion](http://books.google.com.br/books?id=wp3zt7oF8a0C&lpg=PA571&ots=Kjc17DAl19&dq=ZATSIORSKY%2C%20Vladimir%20M.%20Kinetics%20of%20human%20motion&hl=pt-BR&pg=PP1#v=onepage&q&f=false). Champaign, IL: Human Kinetics." ] } ], "metadata": { "anaconda-cloud": {}, "hide_input": false, "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": "3.12.2" }, "nbTranslate": { "displayLangs": [ "*" ], "hotkey": "alt-t", "langInMainMenu": true, "sourceLang": "en", "targetLang": "fr", "useGoogleTranslate": true }, "toc": { "base_numbering": 1, "nav_menu": {}, "number_sections": true, "sideBar": true, "skip_h1_title": true, "title_cell": "Contents", "title_sidebar": "Contents", "toc_cell": true, "toc_position": {}, "toc_section_display": true, "toc_window_display": false }, "varInspector": { "cols": { "lenName": 16, "lenType": 16, "lenVar": 40 }, "kernels_config": { "python": { "delete_cmd_postfix": "", "delete_cmd_prefix": "del ", "library": "var_list.py", "varRefreshCmd": "print(var_dic_list())" }, "r": { "delete_cmd_postfix": ") ", "delete_cmd_prefix": "rm(", "library": "var_list.r", "varRefreshCmd": "cat(var_dic_list()) " } }, "types_to_exclude": [ "module", "function", "builtin_function_or_method", "instance", "_Feature" ], "window_display": false } }, "nbformat": 4, "nbformat_minor": 4 }