{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"[](https://colab.research.google.com/github/me-manu/gammaALPs/blob/master/docs/tutorials/accessing_GMF_components.ipynb)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Accessing the GMF components\n",
"\n",
"In this tutorial, we show how to access the different magnetic field components of the models of the Galactic magnetic field from Jansson & Farrar (2012), Pshirkov et al. (2011) and Unger & Farrar (2024).\n",
"\n",
"We begin with the necessary imports and defining a grid in galacto-centric coordinates."
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"fatal: No names found, cannot describe anything.\n"
]
}
],
"source": [
"from gammaALPs.bfields import gmf\n",
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"from matplotlib.colors import LinearSegmentedColormap\n",
"from matplotlib.colors import TwoSlopeNorm"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"First we build 3D coordinate arrays in galactocentric cartesian ($x, y, z$) and cylindrical coordinates $(\\rho, \\phi, z)$, where $x, y, z$ and $\\rho$ are in units of kpc. "
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"x = np.linspace(-20.,20.,300)\n",
"y = np.linspace(-20.,20.,300)\n",
"z = np.arange(-5.,5.01,0.01)\n",
"xx, yy, zz = np.meshgrid(x, y, z, indexing = 'ij')\n",
"\n",
"rr = np.sqrt(xx ** 2. + yy ** 2.) # rho component\n",
"pp = np.arctan2(yy, xx) # phi component"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## The Pshirkov model"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"For the Pshirkov model, both the bisymmetric (BSS) and the axisymmetric (ASS) versions are available.\n",
"We illustrate the model and its usage for the ASS version.\n",
"\n",
"The model is simply initialized like this:"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"pshirkov = gmf.GMFPshirkov(model='ASS')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The model has two $B$-field components: the field in the halo and in the disk. To show the disk component, we select the $z$ component that is closest to $z=0$:"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"idz = np.argmin(np.abs(z))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Then we calculate and plot the disk component through the `Bdisk` function. \n",
"We multiply the abolute value of the field with the `gmf.signum` function to determine the sign of the $B$-field relative to the $z=0$ plane."
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"Bdisk = np.zeros_like(rr[...,idz])\n",
"\n",
"for i, r in enumerate(rr[...,idz]):\n",
" # returns (3,N),(N) tuple, first entry is field, second entry is absolute value\n",
" b = pshirkov.Bdisk(rho=r, phi=pp[:,i,idz], z=zz[:,i,idz]) \n",
" Bdisk[:,i] = b[1] * gmf.signum(b[0][1,:])"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"And plot the results:"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
""
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"im = plt.pcolormesh(xx[...,idz], yy[...,idz], Bdisk, cmap=plt.cm.RdBu_r, shading='auto')\n",
"plt.xlabel('x (kpc)')\n",
"plt.ylabel('y (kpc)')\n",
"plt.colorbar(im, label = '$B (\\mu\\mathrm{G})$')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We proceed similarly for the halo component by finding the index where $y = 0$ (or closest to it):"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [],
"source": [
"idy = np.argmin(np.abs(y))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"And calculate the halo component in the same way as the disk component:"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [],
"source": [
"Bhalo = np.zeros_like(xx[:,idy,:])\n",
"for i,xi in enumerate(xx[:,idy,:]):\n",
" # returns (3,N),(N) tuple, first entry is field, second entry is abs value\n",
" b = pshirkov.Bhalo(rho=np.sqrt(xi**2. + y[idy]**2.),\n",
" z=zz[i,idy,:]) \n",
" Bhalo[i,:] = b[1]"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
""
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"im = plt.pcolormesh(xx[:,idy,:], zz[:,idy,:], Bhalo, cmap=plt.cm.RdBu_r, shading='auto')\n",
"plt.xlabel('x (kpc)')\n",
"plt.ylabel('z (kpc)')\n",
"plt.colorbar(im, label = '$B (\\mu\\mathrm{G})$')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The total magnetic field would then be found by summing the `Bdisk` and `Bhalo` vectors (evaluated over the same coordinate grid). "
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## The Jansson & Farrar model\n",
"\n",
"We follow the same steps for the Jansson & Farrar model. The only difference here is that this model has an additional \"X\" component which we will plot as well. \n",
"\n",
"We initiate the class like this:"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [],
"source": [
"jansson = gmf.GMF()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Print the magnetic field in the 8th ring, which is given by $b_8 = \\sum_{i=1}^7 b_i f_i / f_8$, where the $f_i$ is relative cross-sectional areas of the spirals (for a fixed radius) and $b_i$ is the mangetic field in each spiral arm (see Jansson & Farrar (2012), Sec. 5.1.1)."
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"2.755128205128205\n"
]
}
],
"source": [
"print (jansson.b[7])"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Now calculate the disk component:"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [],
"source": [
"Bdisk = np.zeros_like(rr[...,idz])\n",
"for i,r in enumerate(rr[...,idz]):\n",
" b = jansson.Bdisk(rho=r, phi=pp[:,i,idz], z=zz[:,i,idz]) \n",
" Bdisk[:,i] = b[1] * gmf.signum(b[0][1,:])"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"And for some specific positions, at which we want to place arrows in the plot"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [],
"source": [
"# position of arrows in plot\n",
"rho0 = np.array([4., 5.5, 6.5, 8., 9., 10.5, 12, 16.5])\n",
"phi0 = np.array([5. * np.pi / 4.])\n",
"\n",
"Bdisk_arrow = np.zeros([3, rho0.size])\n",
"for i, r in enumerate(rho0):\n",
" b = jansson.Bdisk(np.array([r]), phi0, z=z[idz])[0]\n",
" Bdisk_arrow[:,i] = b[:,0]\n",
" \n",
"# now transform Bdisk_arrow components (rho, phi, z)\n",
"# to cartesian coordinates\n",
"Bdisk_x = np.zeros_like(Bdisk_arrow) # disk component in cartesian coordinates\n",
"Bdisk_x[0] = np.cos(phi0) * Bdisk_arrow[0] - np.sin(phi0) * Bdisk_arrow[1]\n",
"Bdisk_x[1] = np.sin(phi0) * Bdisk_arrow[0] + np.cos(phi0) * Bdisk_arrow[1]\n",
"Bdisk_x[2] = Bdisk_arrow[2]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Plotting it:"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
""
]
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"im = plt.pcolormesh(xx[...,idz], yy[...,idz], Bdisk, cmap=plt.cm.RdBu_r, shading='auto')\n",
"\n",
"# the arrows\n",
"plt.quiver(rho0 * np.cos(phi0), rho0 * np.sin(phi0),\n",
" Bdisk_x[0] / np.sqrt(np.sum(Bdisk_x**2., axis = 0)),\n",
" Bdisk_x[1] / np.sqrt(np.sum(Bdisk_x**2., axis = 0)),\n",
" )\n",
"\n",
"plt.xlabel('x (kpc)')\n",
"plt.ylabel('y (kpc)')\n",
"plt.colorbar(im, label = '$B (\\mu\\mathrm{G})$')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Proceeding with the halo component in the same way as before:"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [],
"source": [
"Bhalo = np.zeros_like(xx[:,idy,:])\n",
"for i,xi in enumerate(xx[:,idy,:]):\n",
" b = jansson.Bhalo(rho=np.sqrt(xi**2. + y[idy]**2.),\n",
" z=zz[i,idy,:]) \n",
" Bhalo[i,:] = b[1]"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
""
]
},
"execution_count": 16,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"im = plt.pcolormesh(xx[:,idy,:], zz[:,idy,:], Bhalo, cmap=plt.cm.RdBu_r, shading='auto')\n",
"plt.xlabel('x (kpc)')\n",
"plt.ylabel('z (kpc)')\n",
"plt.colorbar(im, label = '$B (\\mu\\mathrm{G})$')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"And the additional \"X\" component:"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [],
"source": [
"BX_abs = np.zeros_like(xx[:,idy,:])\n",
"BX = np.zeros([3] + list(xx[:,idy,:].shape))\n",
"\n",
"for i,xi in enumerate(xx[:,idy,:]):\n",
" b = jansson.BX(rho=np.sqrt(xi**2. + y[idy]**2.),\n",
" z=zz[i,idy,:]) \n",
" BX_abs[i,:] = b[1]\n",
" BX[:, i, :] = b[0]\n",
" \n",
"# now transform Bdisk_arrow components (rho, phi, z)\n",
"# to cartesian coordinates\n",
"# note that phi component is zero\n",
"BX_x = BX[0] * np.cos(pp[:,idy,...])\n",
"BX_y = BX[0] * np.sin(pp[:,idy,...])\n",
"\n",
"BX_z = BX[2]"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_209855/2324834406.py:8: RuntimeWarning: invalid value encountered in divide\n",
" BX_x[:,idz][::step] / BX_abs[:,idz][::step], BX_z[:,idz][::step] / BX_abs[:,idz][::step],\n",
"/tmp/ipykernel_209855/2324834406.py:15: RuntimeWarning: invalid value encountered in divide\n",
" BX_x[:,idz][::step] / BX_abs[:,idz][::step], BX_z[:,idz][::step] / BX_abs[:,idz][::step],\n"
]
},
{
"data": {
"text/plain": [
""
]
},
"execution_count": 18,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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fWibw58dEKpYGt2KP9o9BRBysEva4Gnugr1PWk9O6RIHGjsek5nicxuzlXN2QzeDino6uTgjo7vDnxhsuu+wyXHLJJRg5ciSOOeYY3HPPPSgqKsKiRYsc2//973/HRRddhF/96lcYM2YM7r77bpx44ol47LHHOnnkieHH1PQQZJLWDWRPDM/eX67F9jjjcWH91YOrAQAHdx7MqO+cKNOmkZrtpdaT5+O7KAHHkRCQuFgaImxTbEHBYn9mTSh9j9StD3G6NZQYad2AGkycrExCLgT4spHirV+fimwNss2llSbX+jSZ9OencydHNgOFm5qaLOvD4TDC4XDCfRVFweuvv47W1lZMmjTJsc3ChQvx85//3LLuwgsvxPTp09MfdA7gW2q6EbL1Bnakv6lwxruFrogIt1gNr8TJbs1IJZZEIk7WmXhCo1tk7C4mCuuNQGzjWDbBIWYnFdN3uufpNJfdIUbGju54fWYb2bhX+RYnExKy4H7S+ho4cCBKS0uNz7333ut63NWrV6OoqAjhcBg//OEPMW3aNIwdO9ax7f79+9G7d2/Lut69e2P//v1ZmoXswLfUHGXQUzRzldqdzHIj3sSsAnyAmwgfE1KA00F30DHJpJClPZNIzHZyUh+WHImIQwq3QXbMmBkAULQgVr29ri5sKZtAAKbtENO/H227XjIhLmNLSNd2mwt7Yctk+3QGjIyrNIN7k8WB6f3qwnv6b6QrNWr8VO7OBc2CpUb/fdbU1KCkpMRYn8hKM2rUKKxcuRKNjY144403cP3112Pu3LmuxKYnwCc1PhyRCzXiZH1muySCF2SlkKGLGJ0bEmU1pXv+dkuJNaDXulGs++QEt2Bh0+0Uf+xUSiYY+yVI6w64uJb0ebXvR2ylHNIBJaTTs+6SEh4/8NZHitCzmbwgFAphxIgRAICTTjoJS5Yswd///nc8+eSTcW379OmDAwcOWNYdOHAAffp0L0HUbma49dGVcLrZcUVx9YnbMx0S3Sy9+tUTme3dVFkJlbqsHEQ2akl5KWKZyhjsKdz6OrcUbjHryXm7c3+JxpAM9nPMBpntqrpeia6/RErCXl1UiX6DXjVq3PrwCU73QFdkPzmBMYZIJOK4bdKkSfjoo48s62bPnu0ag9NV8C01nYhcBdVmWrHbKzqrlpRxs0/zV5rqwy2dgOFE+9gtN15qPbkVsXRyP4mlEZyykOz9xZVF0IKE9TcaU5tGW4Y1WNhNXdjt2JQSUJ74HBSby0o/luhucqrirYMQ4irAB6QelJuqcB+QvrxAZ8bbdBZp8VO5M0NWAoVT3P/222/HxRdfjEGDBqG5uRkvv/wy5syZg1mzZgEArrvuOvTv39+Iybn11ltxzjnn4G9/+xsuvfRSvPrqq1i6dCmeeuqpjMadbfRYS81f/vIXEELw05/+tMvGcCQEuuX6HDLp38kVIMY16FkmnY2EhCZDa0E6Fov4Ok/Est5sZ1pkVKJj1W7Rl3USZNelcTqG03G8IlPrTC6/h3QhXpNOMTiZuLe66++0u+BIOIfOxMGDB3Hddddh1KhROP/887FkyRLMmjULU6ZMAQDs2rUL+/btM9qffvrpePnll/HUU0/huOOOwxtvvIHp06dj3LhxXXUKjuiRlpolS5bgySefxIQJE7p6KJ2KVEsO+LAimQXHy4Mw1Yd3tsT1XPd3iG8BkgcJi9DfbNweB6q6sBosbPbNjWPpJRPsy6lCT+tOtF1OwcpBiTU13QnJLDvJyin4SAw/ndsbsuE+SnX/f//73wm3z5kzJ27dlVdeiSuvvDK1A3UyepylpqWlBddeey2efvpplJeXJ2wbiUTQ1NRk+fQE5CKtO9e6FY7xOFk5j859oCQiPolIjy485wa7+8W+zamtU7qznvlkN1eLbfVd7G3sKd3xlhjrNnuMjdifJRA5xTE6npfLcrKU72TznkgFurNjcLJxLXv5nXXFbz3TPo926L+VTD8+eiCpufnmm3HppZdi8uTJSdvee++9lnz9gQMHdsIIewZ6UsqmXfeDaamvuYKufaKXSEi1zpPaR+J9JEphr87tnvbtrsoLWN/Q3BSACVEtLo6ieyS+hIAeV0NB4mNqbArF9jG4jd/LNvu82JHOd6Hvp5dKIITkVNvGfn32NN2annRv8OHDjh7lfnr11VexfPlyLFmyxFP722+/3aKA2NTU5BObTkJnBRV3ByR7QNoLVWYDYlBusjaO2yAK66l/xYBhp/foZK43I3g5S89vMa07mbowoQA/Sl7+fStH56Az5znduDR7Hz56EKmpqanBrbfeitmzZyMvL8/TPl7koX1YIWZo5ZKY6McxBPgAzW7o/YfJGUf14ErU1tR73qczAkhTcWs4pXMnsmyImU+WdbbsJHFZdCfp7QkhcWZaMxuKaO1NXRpL9pRm6hbLJehxNkYbLQPK7ZwlSuK0aJIRF8tYqbvGTbaQSkYUAFQPrgSTU7NycG5acXThvVwHBIt/fXQPECk9C6SlD5/UAOhB7qdly5bh4MGDOPHEExEIBBAIBDB37lw88sgjCAQCUHpQQFpPvKEk0qoR0zmT3ZSTbU/kVuqOAZvJbiSOhRyTpHPb2yZyP9nfzqyunORBwoBKI5PdDtVgYatbyz4mt7fNZOcAuKe0J1snojve1DO5nlNRFLb/Di3tetC9UUdPvEf66B7oMZaa888/H6tXr7as+853voPRo0fjtttug9SFGUHdwdWSqVaN13PIRGvHa1FO/c014zeXHFpl3Kwxbg/WbGZBiWUSzHXC2ByCBnVrjfh/e3kEc5nHtbcfX7TMSMSa8SQRgAmWnITnoh3EvXSC+3YnrRqapL9Mkar1xgmp7J8uIUmFFGRKIHKhUZMqejoJolLigHdPfXRDUt8V6DGkpri4OC4fvrCwEL169ep2efK5RroVu7sS6RA/znhcBCpnAJFsbXogEgXOJtzPYbPVWgLh/+qC073OSlpMMpO4vb4hvlyCRIlRA8o+VrcUb6cUbZPEuOzUjWG/Fp3UhNO5XnviA7snWoe6FBLNvB4f6Zn3wmyjx5Caow1dUXvpaEFnWIC8khY3N0ucGq9dvVffLsTJmPs7KA0LWU9ebp0UENpb9V4oUV1Rbro1jBJAjJUhDkU5HeJn7OsSkZ5kejWZWlSyYZE5EuDXnuocEEpAMhSqic9rPDrRo0mNkziQF3CmWN72j1TkmsTY+3c6XqalIRjnkGw/VlOptfN/xG6EJnH6dvZcT4B7aQTAGpsiZjeJlhY9SNggLbrFRl/W2xiWHO5a5BJAwpIJXpGouKWx3ckFpQ/SbVuOg4md4FbNO9NimV2hUeNlDEcijpbzPBLRo0mNj8zAGcvc5NkJSBZjUzWwHABwaE9q4opd5YN20mFJlurtlsLtVrZA8vC1xpEZj9MhUYAyIaZGcz3Fuac8pHjr5x1vtaFQuuDBop+DVwJCqITK/mpFZDfLTk+y+PgaNV0DKhHQDC01yRICjhb4pMZHznCkubvcSJCdaIjkSycbXqtSOxV/TJb15CS+B5g3ufiU7sSZQqqVhsdberT+FCGVWwW3BAvb07vt5yGeo5MLCjBJjkh6xPbE5uKiLpYcfYzJyiX0FPgWhCMThGYeU0MytAQeKej+r+lHKLr7zUnUszD+nyD4L50MCL1vrwrB9jfebKR4e4mPSVfF1gtSlTa3Zz6JpRH0IerZSUQgIwTqj10X3dOJjV7AUixwaZIYM7ZGVxbW3VjWKuDmWAziQlKvPJxLmXev33OmsF+TXqw0+vWfrkZNot+e/pu1/I57yL3Hh4904FtqsoTuYJXQb26ZpHZnC8nmwzn+hqcswJcMXrRLEtUGSvags6sJJ0vLTEd/BXAvXAkkDxJ2AoGDkrDNHZUIoosrxqzWGYkAsm2syYpcegkcjhuDLQ4nmaowoabgoD1+x0tgMCHENV4mHYjCe5b1KejTdDX8dO7swHc/ZQ8+qemhyEVadyrELF0S56XSuP626/SwZ5obIhdQSUx2RNysIngeSIuDa8ZYdsl8SoR4XRqzvpOhHKz/1R7UYq96sDCgW3W4q26NE6hLBpT9HL1mM+kEJ5mujVcQQgDKjQdBLoQd3fr0eqyeoFHj2Kefzp0yiORnP2ULPqnpxsg0c6iz+kzl2KkclzOe1FLipU0uEFcAMhU3SwbjdcsyMqtneyE8ZmaT8zH080n88BWPnY0MKBEqiUneTp93XYTP/B66IOspDRdq8vZdQxD8VG4fPRVHLanpyod7Z6Knn6eTAJ8bqgeU4uDuxhyPKD140adxg1u9J7GvOBeUFgOjtrVabgAYsTQADJ8N1XQO1NXcZukRC14SSJRbdGpE8b1U6kDZYbfEeLXkdBWqB5R6zpTqSVlQdhwthKSrzlO11GQYKAw/cw04ikmNDxV6Cme6kfd20uRGorIZc6QrtXaV1lAqcTNeNGoSpXOnkvmkLrv3FRc7o/81rgFzQp10aeLGJujUiGOJIZ7YAInnIkAJlBS0apyE+US4ZUN1BpyUhDPrz6Wmk63mWmbH8B+IXQk/piZ78EmNj24P/U3YLsKnw3gDdrkpZFpTJRlScX85adSo651jauLaEWt7IF5fRs98MlK6YU1z1IOEjRRQ7SmsL1PiEF8DMUWcx1tjhB10q41bmQSnmBonApKKVo09xTub0K8ft1iYZBaYTEX3fPjw4R0+qckiUnX19CTXUNqBwTk8RzUTpXPfTpJnQ8Vv96pR4wY9PVpc1mGK75nL8bo0xFARNsYpHsD20NW3GQHFRpq3QHqI9dhmBhSg69boGVASIWCEJ82AspyzzdIScLC8JCMyXVHqIJvZUXF9p2mN6Smuo1TH2VPOywsIyVw2gjDfUgP4pOaIRKYVu3U4pl17yF7KFboqKDgdJC9M6e08vLTz2pe9Knecn8RYpjaBPg/VtknyqtypnIubWF62sp86C10VR+OWgZQtItAdUrmPJFCJgmYYU0O5LzsH+KSmRyMXBCMTy0o6ZEq8yTJIGWUGMc7Re1AZanMULOxEqLy6tlJVELa3t5dJcM2CEoKE7YG+xnnoYnt6HIXhfmLaMSQjWFjt2yFFXAsWBqwlExzHanuuO7mfvCoMJ4JTHI3xneWgBlTvQWVQMiwnrovuAekRjnTJRa6sHH46d3rISko37xkvfLmGT+16ALqrmTUTkTCuOKuncsZVUTIXM34mqsLpWnl0xd2EbWh8hhKQWdaT2Ld9PGJ/3tK4TdVhwzXFGcAZiPYxlp3aJhsjsZKUONKVxnl7mTu3eXcaXzpI5ZrxqiasX99uwntcUdK2tPTUe4UPH9nCUW+p6Q5KwJ0BLxW1uxtyKbSXKexKwiKyWZXbXZfG1qegUyOWRgDixfYALSjYFiisL7uK8Rn/J0KwcLzrSVcQjitwmaKWTyLrjHvVbu2I3fQZmguRv2yjsyt/dxd05Xn6lprs4agnNT46F6kHU8fH0SRSHM42shHDk2ppBCf3k1O9J0C1pCRzxScMEnbbR/i/qS6ciGQAlInLpm6NvUxCwuwu3d2kxLuhMtWq6azA4XSzpOLbHx1kwocfU5NN+KSmG6A7WE04YxlVifViCcrVeeoPC0/1e1IgKW5tvagJeyVcAYfYkri+HDKf3Cw4YuaT2EZUEaaEqKYMbo2pEf9SIoESUaWXC8fgcdlV8WMxU7plOAcS28/bKcMpbi5cYmwIIYaqsDhmO4zv1APBSHY96dtySZScXbTZtaR0B40an8D5yBZ8UpMDdAeSciTBTYeGs9wI8GWia+NugUiPMDpZpK3ie84xNVbSof4lAvEhjBmBwfZAYXAGQiVL9pNTf/YxiWJ8TmNy061JBH3enPRqMrHe2IthZgtOwns9WUm4u+KII0FZcD/Bdz8B8EnNEYtspnUDqruop5C16kFlAOCaBZVJTaJM4bW4ZapFLA2dGqE8gg579hMA69NXf1OXHLbBOVhYFPcTSyY4IVFxy0RIFleTS1BCXEXz9OuLyV1v4UiGTDKr3OCnc2cfTqVQ0unDh09qfKQJtyrh+g3PTqiyQYgY566qwuox1DpRXt+M7e4lLxW67TeeZO4spxIIbhWr9eW4YwpjMlO3zcDgOAKkBQk7qQgDQpCwzULDhYBhwoXaT0a/Ql+wundEi5EeT0Mtlh5nF53rPDASp1WTzD1lF+NLVipBr9QNAHrZHP379OJ2StYOyI6asBshcSMXflq1j6MZPqlBz3AXJRqjG8HI1fG6EvbA4UxVhYnHlGAv/ejIRhq3DiddmkQuKZE7GGJ7+rK+IUEsDYQ2YnixGSwMwKiILR7bFi8jBAfr2415TsP6Yrfa6MupxMgkAqVqOcBMXEV2GYLu6nbKSQXuBESqJ7iKunqMRKKZF7RkfqAw4JOaoxrZIC7Jspm8btfBIJkP4Ux9zFmGSFxSJUKpEJu4qtsOmU96dxI107j19W5BwgbxYaYmDQCH1G413ka3tlHCLYG36vHsVbyJ6QLTvVlaA70OlEhyvM6HGRjsqbnxvShC8Lh6St2HYOhj0YX3vLqIEuo+Zemh3NUP96MVWSlo6ZdJAOCL7x1V6G43rGRm8lzW0ck13NKWs6Fh49V3rovnAQ4ZW5ypsTTMFlsjBhDDuq/YXzbGmM5cJEoH7wlIdk13N9dRd7tn+PCRDL6lppugO7h7Mk3rTu1Y3s7XSYDPeOvW1ou6NcnibtJBsrgZ0WrjNQBWj7VJXpVba0ec1+sWErOCtmmtEa03lmBfQUnYWIYttkZTFnban9iW9ZIJ+puikxifntYNwLrNNg/6vCgespNEl1SybCZCSdZLJejxMl6VhL0K73UmkfDTubsHsiK+51tqAPikJmfoDiSls+FVqwZIrbYUt7kSvKJqQCkO7WlKaR8vSKQmbEc6VgWJEGslbtHt5cF14xQkDJhKwUaQsGugMDOChe19AFZ1YddzoMRiDhczoCQCsDQyNVJJ4SY0N6rCVQNK0xDRS49MdYZGTU/EkXjOfkxN9uCTGh89Ft21jEJ8oLD3m41rIUvXcgnEGlMj0I04YuMkouJhvR4wbD8L0zrELVlY9sBhI1CY2OcllTgjatGq6cp070ToCWUQfHQ/UAlZiKnJ0mB6OHxScwQjW1o1gGl1yaSKd+Zj4M6pP8J2UQU2GyUOksWG6PEmmcTKOFbldnVHJTyMui8hlhgaI0hYf94axSudaz9ZgoihF/S0qvWqw0viHtKGYBfbs1htEqSyi+vdCIy+XWY8TlXYDkri08TTQSop3V0VoCxaM3yNGh9HE3xSo6ErH9ZekWiMXZHWneiYToQqFy65XKkKuyGZjo0OJ30awNSo8apLoy+71XsyClgK8S56G1NBWPsrupuYQFzsf5lQtRsAiKoubPZtT+m2Zlw51YFSXVF2641tbuy6NS5aNYA7yRGRrF5VtuFm8Mqsz3gSkYhYJA2+99O549AdxkgoyfglLBsvcUcCfFJzlCNbZK6zYohyEQjshq64SSQqZAkktxxZAnhtpMOesk1sMTXidi7G3JD4zCdHleK4sRiRyZZz0S03XeE67MwU72wI73lBNh7K3eHBfjSD0iwUtFT8mBrAJzVHHbrKIuWF9Bg3VtpzL8t0hffiyYyQUeWQ+WSxiriURrAs6yrCgOB+Mi0zxnrLdm7um6hvYmZAAapehlsGlD5+fVuq+j1OAnw9FaJGTbJ2nQ2f5Pjoqei5T48jED3BBZZtiKZr/bz1YEsKZwE+e8yMqf1BLHE3nHFUD0w9A8rNQiPGuRCX/zshYcq2wzanzCev2jR65pOYoWQECduym9zF93hceyKEINv7TwYj2FlQ/xXF+IDkuj4qgXE/hl4iwa4wbBfjs7dPBdUDS6EI9Z6MKt0pKAlzxh1SwDXxvW6mUZNr+MTJRFZSuruZWGlXwSc1OURPJCm6bkW6ejWpnLMn602GZRC6AsmCggMedGlEWNSFKYnLNBKLSwJWsTyjjV1kz05y7H+F9rq6sD1YWHcrqZYiM7tJtySJisLOpRTcSUyAkoRaNT3RSuNFTDKVB30mpKA76NOkiiOZBGUlpTvD/Y8U+KTGR06RDWLHmLOrgjPuXeLWI7JRByobiEt/TjIsax0m54DmOKVgl2XusmweSyUo5rGSZ0GJVpnuUk04mWBfOnCy0mQrzftIfqj78JEt+KTmCIdb1exMkWlgcC4Ci3XdGj1AM1sBxXb3kkUMzyWLKdVYEcmhT8ApE8qs9wTEB+yKQb1EaGMX2yOCNYYwNdqFM8nYbgQLqxs0hWLdAsStCsWwByiTuAwo67lwI607WUq301wBMET4xJRvkaTYK3SLqf6ZQgwAzoUuTabkJRfkx0/lzi0IpRmruXeWGnx3h09qbOgJSsBuY9R98tlO7U503Fwf03p8HkcwkgnwpfLQ8ZqunQokSpPGiohwS3VOBCdio/alLetBwi6BwK46NcJ6wrnjMfTjJJs6iRLEbN+Fkxhf4tgjqwBfNqB/54n0bXQku5actneWTo1bPE6urTtdddxsoDuNkUpZyH7y3U8AfFLjIwmyHReUaX/JBPicUDWgFABwaG/2SybYkbSGU4IHt7W9dTk+XkVbb7NGGRXOkSASSSQ4jtsFwiOA2P66KQzrdaDcFIbt7ignGDWxtFILTqJ5nRVXo18/itdS4RoyJTTZfOh2pwe4Dx+5hE9qjlJ4qdOUKbKpaJxLpFLLKZW2qUAkOvZ07qTaNCBxtZksvCnO8mJP6VbM9Yna6+USSHwJBpXQJFbz1YmaXtwyhtyWuUil/hOhAHpA7Gwu3EB+PalugCwECsO31ADwSU23RE9wgTkhqQJxls7LHjMjCN9aXFRO7io7kgUGu+0vuqrsD2Y3NWEn2C03+oPfPi69jZ75JMbU6Ov1cRGLhQQgzBZDYxPf47JqNyGBsNqZHlMjtIeWAaU1sCkM6+vMsVi1dKyuJyOehliF+FIhOAEHzRq9VII6GgdLEyUJK3Xb43Cc4FQiwW70yqboXjKC0VMJSE8dd65AaBayn/yYGgDxFmQfOUBP/AF3RcqnLkamf7IdhEm0dGhdkjyXisGG+8SjPo0kpGmLSEVBWF8GYJAOMUjYIDJimQTOVEsNU4Rlh/ZGsLA1Zdw8XrzqsNO5xGd1Wc/by5zl1rpjXhv6tZJNMMbjrvPOhp/O3f2gBwpn+vGKe++9FxMnTkRxcTGqq6sxdepUbNy4MeE+zz33nPHSpH/y8vIyPfWswyc1ProcXFESBBwmFjLz1D/nnjRCMoHXh3EijRodTuncOmHQM5+IjcyIy0b2kxbgaxHTcxPYA5wDiIV1RAgYdgsa1pf1uB91vKmXexDnKlXxwmwjlesnnes10fXvw0cuMHfuXNx8881YtGgRZs+ejVgshgsuuACtra0J9yspKcG+ffuMz86dOztpxN7hu5+OEnR2fIvXmB3vAnxAMhE+XajPeHhkqLBpf/DmIjsKsLqvUlYQdiAYjns6kRVdyTamuZ9CinW7PTtKPC5Sz4Ay26rxN07VurMN8zvjwrGdA4+9wuKC8iKo55kQecsk6myrhZ/OnXuo4nuZ3Z+J5P17mjlzpmX5ueeeQ3V1NZYtW4azzz7b/RiEoE+fPmmPsTPgW2oc0BNMnYnGmMu3PtFk3tl6Gum4o8QHUGW/4pT3d0KiEgmpPpwd072JdbseoyJmPlGhcIEaqGt+9HWJAoSJFjPDmel+0peJxULjsK92DPGY1kBlYliUqGXcQhVuh2nKdO5SKV3hFeI1k042U6rXbLZ+U7l2bSW2rvbs+2dXQFcUzvQDAE1NTZZPJBJJevzGxkYAQEVFRcJ2LS0tGDx4MAYOHIivfOUrWLt2beYnn2X4pMZHVtBV5vPO0gFJBZ5Stu2Cew7xJl5gEBtLgLDmohLjYmxlDwCYsTQ6hGWL2jBjlr7UsZqbjeNaKkR5HL/tvD2nvOfY5ZQOuupa9F1XPkQMHDgQpaWlxufee+9N2J4xhp/+9Kc444wzMG7cONd2o0aNwjPPPIO3334bL774IhhjOP3007F79+5sn0JG8N1PPjwh2xlZ6faXLKMpkRhfImkWEam+5TuL61HHbY4FLB3SuY0sKBIfUKzH1OgQSYEZxAeLlUXMdgJjAJNN95Oe/aQTHCYDLGi219WFdUViYgYiaw0sWjRGTI2NrFBmnpuY1p3KPOnzahfhS1WzxqvCcKJrJpkVJl2Sk20rQnezSviIB6UUNMPsJX3/mpoalJSUGOvD4XDC/W6++WasWbMG8+fPT9hu0qRJmDRpkrF8+umnY8yYMXjyySdx9913ZzDy7MInNd0UnZHWnQutGru4Xq7KNIhwqw3FOM9KqYRM60FJJHGgq5fjuVlx7OrBjodxChJmpvvAXiWaMAWOCsRxY7L+dTM0ORWzFONpdCRUXmYkozgYL+naXuCUrp2LUgmOx85BbE1XxOv4JCse2SxoWVJSYiE1iXDLLbdgxowZmDdvHgYMGJDS8YLBIE444QRs2bIl5bHmEr77qZPg/5BVZMPXzxlP6S2YMZ61B48RyEuJhXykmoXjpE8jxpmY8Shm1pOY+WRPp7ZnP5lZT3qWkzUDijMGyDH1o7udtGXObDE1lj6cSyY4BQ0b5yBkQNnFBO3nnek8it9LtoqTpnr9pHp9uvfj3zMAfx5yAc45brnlFkybNg0ff/wxhg4dmnIfiqJg9erV6Nu3bw5GmD58S40PV3DGjjpBp1xq1+iIc6sID/lU42rswyWwBQnrsBW0tDxyHXRLiK2gpf2vU/RMqlNnJTeZBVynA+JgLTrS0RM1ao4GZNNS4wU333wzXn75Zbz99tsoLi7G/v37AQClpaXIz88HAFx33XXo37+/EZNz11134bTTTsOIESPQ0NCA+++/Hzt37sSNN96Y0bizDZ/UuCDbNY+6A7p72QKngEcGyfUBZ3cvcWaqCgPOBKWyfzEO72vxPKZUSU4yHRovD2t7HI11f60sgm6lgTXryQgSZrYYGsASIwM5Gud2Mq55OQoEw6bisNaHuD+lEijR0qRhzYAiRM+A0giD7Ws142sSE4pk82hXFU6GVCt1V/YvhiInLlKZipqwKLyn7tv99WmOxHTu7mj5ISQLVbpTqOHy+OOPAwDOPfdcy/pnn30W3/72twEAu3btssT51NfX43vf+x7279+P8vJynHTSSViwYAHGjh2b0bizDZ/U9GAkIl5cUTqlcnYipKJVA7gTSIOkpKE7Yw8sznb8Q7JYGVF0L1E7N1eJveSAsV4gc2LmkwWCZcaSAcWZmpKrBQjbA4a5osSVVYBoubHBDBrWSY6VsMSfg61kAqCWTXCYA33eFEogcZPsOdWW1EslZAv2ayX9wN9kAcUJ5Bm6YV2mRESsO4zPR3J40U6aM2eOZfmhhx7CQw89lKMRZQ8+qfGRFnSC0pkWLV1czzqO5PWdvCJ5HSjtbxZE+Ozp3MZ6D127ZT7pY7NkPgHW2BjAmsbttKyvs4v1Cf2J5RJgE7aDUAcqEcTaT2KdqGyAEAIObnxnboUt9e9cSVATyiucyEuulazNYyuO//fRM9DZ7qcjGT6p8eEZSQtWpmEdynqquAPxEbeRLGRD2ZENwT3LdmJ9yIvp0fZCluo6ayaSpTQCAHtJBEuQsL4MgOiWGzFYWG0Q158YLCweXxybcQ6C+B4AUEaMtO5058ipfTaym+xIREqyTVjSISPJ3Fc+wekZ8ElN9uCTmm6MzrCC2I+Rq2M6xfOkQ2icdGiMN2Sn9RmUSkjFAuT1IeymUWOQlmTWIgcCEVcawUUN2IiR0Ysp6g9EOaquV/KM7YQpZns3dWEtkocI49BBbctOoJRA0rRrYoj/XlMR4fNKaIzvNE3LjKM1xuXY6SlgO8SV5YCY+Knc3QtUoqAZkpJM9z9S4JOaTsSRGHzshlzq7CQKBE7UXmcDlf1V6Xs9YDgdd5Lbsd20VhIL7lnb66nc+pD1VG7j2KJlxj4u/a+TirBFSVio/aRbagzxPWZW7YaQLcWsy3HZT8b4411kEgUoM8/Xrl2ju6JcSR8ljgHH9hga43tJkVDo7iodapCwTgJTLXWQW5fT0UIOjpbz9JFd+KTGR0IYD7yjLLU7E0iUxllgksFrKrdTGQIK0f2kZj4BZraTQXB0y4uiZeAYJMb6V7fiiNlTIiniWp+65Y0S7ih4ZY7V/SGfSgq7KGIoURqnKuzDHX4qd/cGoSTz7KdOkEHoCfBJTRJ0hrLv0YjsqBdb3Uu6a0pUGHZSFU71TVq05GTjxuFUFkGH00Net3QYy0JkkFkWQYi1cXQXcYG8MKOApbrsYLERLDn2mBzDnUXEMZjWGQJuyYBSrTTO52W11gjzkoV5FnVoiIOqcSI4XSN6urboVspWhpS1D5+s5QLdeV79mJrswSc1RwBcU6UdAnc7o2yBfWxAai438eaTbUIphIJkBekGCdtVcO1txCBbEfYgXEeIQb2AQUIsJEZ0P4nlEYB40uMo5JfM+hKfASUGO0uUICYQAL1sgoXwdXGwsNdaYan1mb6idmc+lN3ieHpyZW4fRwd8UuOjU5FUk8ZGxDhTwKAuOz3kMq3v5KRXlaqqbzaqSieLZ7bH1JjrbSUTLGnY5v8JZ/GibyKJASwkRw8WVvvUC1oKfQvHso8hfozuJ6efd8xtewoB2KkQGkria0kRCiADIuMmvKdbc+KCc/3MJR8afEtN9uCTGh9pQ7QQZasYZsKUccaTCvDpqsJGe5vwnpRBNpQOpwylROJ69m1uGjWAGURrpD/bql0b5EX4SyAE7drdRBCChO2WGD2lW89+Eqt1W9xPzFo2wXYcvWQCsY1NPG1RfE9XFLanddME7qcAJVAcgoUNcT4boaGUZEV7JpF7yYslJxPhPa/wNWp6PjpbUfhIhk9qegC6Iq4nbfVf3ZWRgl5NKi4qNwE+dX9nYuG2vbJfMeoPei+Z4AV6plMqVbmTBRPrRSzNZXcPmqgebCmToKkIAzCDhG2xNGLAsJjybe+P2wKH7eYuMXAZMItbJoJECGI2y0nCqt3aHGdbm6ayn5oZxwTJ4uTExHm7Vx2btN1RaSr7dgXx8cmWj86CT2q6AN0x+Lg7jinX8PLQEa0y2ar6DMQ/sN36tluU7dxAJxAGadBOidjjYACLm4kzgeQoZlYUoJEW3VojwqUgplqNOz4DKi6mRm8gPN/EMglqm+xmcFDBkkM9kKDOUgDuTuiOhKM7jimXIJIEmmFZm64ui9Nd4JMaHzmDnShlU4APcH8Amg8m5+3J9veCbKkIu2nU2Jtbaj0BQrYTAREtOWLmk6BLw+WY1f0kRw3SopMag8To28SaUFIoLvvJIDkEljGoLjEhCDiuFlRirRov8+YGvX2mNaASCeclIz7p1hfzIrx3tD3sjxb4MTXZg09qPOBotGLYwRnrdlo19pgZznhSVeFkpRJSTdlOJ0g4zkqTwDXjlM7t1N4MENbTr7nVsiJWh1a0zCZtmcW0yBbBHWVo2QCGurARUyMeQzy2bdzmsLlrWrfbHKSrLpzNqt128uJFTTjXwnvpwNeo8cng0QSf1BylcLKadDZ6IllMVX04WVkEHW61nvRtbkG49qwj0YpCRMuK6E6SowBTwIyq3Op6fVliisWSo6sLu5ZNsI3DKZjZWrTTrAVlEh0eNy+Oc5fCs8muEtwT0B0evrkoy+AjMXxLTfbQY2bh3nvvxcSJE1FcXIzq6mpMnToVGzdu7OphdRu43Qy5oiRNHe3JSOXNOFdv0fbgYImqpMSLmnCyOB2nPox6T2Lmk8XdFP9mrltejOuEKeAKA1cYmKKAKeayRVmYuVw/4jE4M8ahZ0E5nXqyOfESs6T3YQ8YznYsjo7ucH11ByS6j3QHItbTQSjNysdHDyI1c+fOxc0334xFixZh9uzZiMViuOCCC9Da2trVQzuqYXFrZDnjwniopiBYlkjt1Qnl1UWu23RXFKHOejZOkFxuLHbSY9lGzI9hwSBWN5OTFoxlrJolRfyocTF6OrdurVHja7hAYlhMBovJxjJXhBgc3cIj9Od4LAe4jVk8R/Hc7fNlnzevc+04P1T/S1xdjImuBR2pXl9Aetex0/5u25K18dH9oVtqMv346EHup5kzZ1qWn3vuOVRXV2PZsmU4++yzu2hU6SNV10tPdNUkQrKUcSA+mt+pQjdgip65ifC5bfeie+OEbMTdeK71ZCtBAGgZT8Z2rS+7+q8Q82ISFMGdJMeMWBrD/aTH1ji053IMCOTFH0NbplTNgLKPDzAtN17O2a1NqpYYsURCKkhUHsENibY7ER9Lar3jGI4scpLq+Rxp5++jc9FjSI0djY2NAICKigrXNpFIBJFIxFhuamrK+bh6MuxEIxGRSiqU51CiITtjTI+IWPvQ/mNPl86RC0NEvJXGWyq3DqfWli7sGUrGasWSss0195O+DAip3faUb6aYLi6nv/YxJBircW4Ozy27Vk2uXEoi3Kp6Z6NEQq7cUZkoEcepGvsEoluAUJJ5TE0n/F56AnqkvYoxhp/+9Kc444wzMG7cONd29957L0pLS43PwIEDO3GUPlKF1xss5zxhWq3ViGBtl266rR1e4zjclIZFUMHd5JbOTQ3dXmsRS0KImn2kfwAjO8l0QykW95OuU6PH0ihRGUpUNmNrbG31fY3+7LWfOAfhPG5c9vFbzklwt1FCPMXTeJnLbMbXuKkJO0kAWdoluT6tffqkwocfU5NN9MhZuPnmm7FmzRq8+uqrCdvdfvvtaGxsND41NTVpH9P3WaeXGmqfN8YUR+2N7MjF5zZQ0+lNyE311v5wTRRT4wSD5ND4OkpirIrRlU2fhojLejyHHDNcUVxhmsWGmbE0wjKE9oYCsVPfwhPePi4xLogQ1UIjUW9uKLeYmkSBwU7rEsXQZAPZqsqdK40aP53bJ45HG3qc++mWW27BjBkzMG/ePAwYMCBh23A4jHA43Ekj63noDmndmcAtxsYNdl0bHb36qtL4DbXpBZ0HkhAWp8rTugfNJC/EWLancwO2Wk/EdO3obiGxJIIRJKynYMeEoF9tmcVksKgaQ6PH0ojLPBYTqnYr6nKe9Rj6A1PXsNGVaewZUE6VxSX7eTPTUgWoInzJKnaL5CaQokaNHb36FkORHbLGUuwzW5bAroKfzt01IFTKOGbySIq5zAQ9htRwzvHjH/8Y06ZNw5w5czB06NCuHlK3Q6IaSrmKcckUuQyAdqoT5TwGe7Vmc59UdWlygWS8Tcw+sriHxAeUWKBSsNQAcI6tEUiQvYq36N4CVIUZwlnCFLHu4O4ngoIxoQQQCl56JS+5LKPQXS0K6daY8pECqKR+Mu3DR88hNTfffDNefvllvP322yguLsb+/fsBAKWlpcjPz+/i0fnoKnhWFQbi8oYZ4yDUG/FJF04WHC8FLOPF+bS/+ke0fghWGdElZJAUOWqqCEMPGmZG0UamrWeKSWr0YGF1WVH7cMqwEpapYW3icRlaljkhzqrI9jZAcmtNNsE5d85WcitY2QPUhH34ONrQY0jN448/DgA499xzLeufffZZfPvb3+78AWUBqVSn7u7QLS4JrUU5ssq4kRbX9rq8fxpkxmtRy2QPYCq4ocw6SLC4oQB3ITtic0uZBMO0onDR0iK6nxiDEouZ7qZoTPurLiuxGLjNsiNaeoySCUZgslkDyhybzfpF4t1QoqKwMQ8u2Ug6jHn1YCCglEBR0iMaqVhkcklmvGQyHSnWkiPlPNICpeon0z589BxSczRWz7Wju5GgTEmKl7TwONAec8k6Il1rgxFDY8ssAgCxzpO5jtncTwKpsbubbH+NNiKpEf86HYvbSYxQ2iHNUgWdkdKda9jFKTNJx/Z6vO6E7jae7goiSRmHB3TH8IKuQM9+QnQBjjQRPDvsxCkTIpVuHE+iY3oJDharcNvbO7mnUkWi4+slEhK1T1zA0qpRY6RzO6gLA1oxSZFkCNlJhs6M5jrSl/UgYS64m8S/LKorDAu6NpoLSz0msxa4NI7L48ann69VkE8vcOk6DckLXJLEqdsSJRlX6naTA/AaDOzWLpMHfbolT45GfZqj4Rx9xMMnNT66FbyQRv1hYxfhY5y7qgp72d6rdxHqHDKgnFxO8bWH3MsjiH+N9dpDW9eoiS8ToP618x+DzOgrxJIIgFAeQVQEZmqBSqGApeqC0txNhttJUxjW07q19kZxSzFgmAmBwsxKcvQsKPu06eciiu9ZssAogaS5o3QRvuQZUFT7yy3ZUPZMKOqSHdWrt1oaQXbIfALSUxP2HHTsP3R96PADhbMGn9T4SAlGGm+K/ls7WXFKJ0+5dITH7KbE4+Jgmrx/JinBXpHMyuQURGtPjxa36sTCUpGbc0tMjB4kzAX3kxKVzViamDW2RtGsOKbbRLPyCMuiy4twZmZAAQChRlq3ffw6nIKh4+aiE9xPimB9yYrmTIpucl+fxgcALaYmU1Ljx9QAPqk5IuFaV8nBHaTfQHuyXo0bOANIgtPiDHHykxY3TwYP1UTqt07xzHYioy87dWPUewLUeFyHTCQIsRyiirC6aE/p1pVyTTcUE7KlzP0195MgxGc5pjB2vQ6Ufdz2c3Wt9URUrRo79HmNOu6VHFSw5DgdO1l5hGyUT+iOcNOn8Stzdw6yoQjsKwqr8EmNjy5HJnE7TjEzdoE9w12lrTdiblKsIeVVsybO1ZSgoCV1iA1xSuc20qONsWj/sZctEDOf7KREKFxpuJgAKLH4AGK9are4v9ifJaZGt9rYsqDEMTulddvnSBfgc4LjnHp4rurfGU8xWFmMh/Ga0p2u8J5PEHz4yB58UtMNcKQHH3cnuKkK5wqplEYAXBSEIaZw27Kf7IRCCBK2u4/EqtxMq/cEAEyz1BjLmvvJbG93Xwl1oAAtvduaAWXJfiJqBlQihWE3dKZOjR2+7kzn4agndiQLMTWJzNJHEXxS0wPRXUmQOC5XF1gO0tLtlhjjYURJVuJuUoGXmBk77NYaLw97YtOIMaAL8TnozFgsMcxdUVjfZlpqHBSGheBkAwaxSk4G4nR5mEMQcDeIuRGhx8t0luie24NeXN9dyUB3HVe3hR8onDX4pCYNdFdSkU3YzzFXJKUz55IznlSgr1d1IeoOtblud7PyJEsvFkGpme3klvWkV7XW07nNeBTNlSOSGSETySiPYHMXqSnZmrtJCxJmUUVb1lO5tZTvaMwIFgbUlHB7f2qBS41MCurF6g4MlFDbmInNhcYtWVD6XBjZUJRYBPjc5jfRvBNbH3b0qi5E1CXryTyVzrPWZJTq7UGkLxvH6Sk4Gs7RhzN8UuMjpzC0TTLQq4mDiwCfF9Jih1kqwfsDzF5I0WvF6EQQm0sJ4v2I/hHcTcQWtKu7inhMDadVK22rKsKAmdLNbDE1TLDYcEVoz5jah96fHnQsHNM+BkJoQvuYTmhSNbYkIjcBSqAI7j4v2Wz6d+5WIsHr/s7bFOMDwOISTAfpatT46P7wA4WzB5/U+Oh2SGb9EcX1EiGZUB/nPK5Ugv1BmKBGY0pIaMlx2BRXlVtoQwmBEfdqr8MEWK0q2jJXrO4nldhoD3TFSup00mMR5XMrjukyBioWj7Sdg5NXyY2LZtPFRCjAhWE7kZ5kKdleiE+yNr4VwUccfPdT1uCTmiMUqbp1nHRjEvfPcqJVk1p/3JMAn50EiTE3uUCi4FZdn8Us/hi/PZniMABbOrVNM0a3EBhie1ZSowcJK4b7yf43XnFYLWqpW24UIwMKgFkHShwTEk+v03lSYV4kh0youHnNITcQLTBuJCUT4T03dIVGjVs6t3v/Pinz0X3hk5qjDJm4gzoDXSHAl004BbcmLW6ZqCo3gaXEgJFVJAYKc2YR3zOE8oTAXhaTDcVgpi9H9RgbW2xNTAYTFIdZTI4LPNYzoACxwKUZ16NaZvS4IG6rLB4/X0mrdju5+Dym2HcWsiG8113gu7o6Gb74Xtbgk5pugqMh+LgrYBfgS1YqAQCqqgsBAHV17QDcg4MTwYtWjWM7IRVahz2N21LviVnLJJiZT4KisBYkbFpqYuAKN2JplJhdr4ZrbQRLjR4srB0TYkyNXiZBGANxTO8W1zlr1ditL17nMRnsQcNVHoKE7ZaYI1V4r6vRncldZ8EvaJk9+KSmh+JIJEHpnpObe6kr9GiStiPurhcRZoVr2Nq5dKw/gA2hPVMRWA0KViwxNUxhZiyNQV60kgG2mBpm6NTo7WyWIBcLRVztJ9u5OZ23RZSQOKsKi+iKSt7ZEt1T+zryHuhH4jn56DnwSU2aOBJJhR3pnKMY5Jto/66YP2e1YfMhxQhPq/6TvZhlIEFMjfP+Vo0ae96QpSq3NmhLzSfB9WOI5AmkQxfSM2s8yVBiLM7tZCzHmFGpG4CpLiy6n4SyC44uMM4shS3t02CvPO4lRkacpwAlllIJ6neQmilFYWbGE2fc0RLTFQJ8XtOz04u3OfIJR488R0ozdx/57icAPqnxkQJyRVKyJciXqlowY9yxVIIbsUlUrTsRnONBtD4NETrbsUAs28Ue7OnTIqEwyiOIKd2a68m0vDCwqCKQGGugMIsqmiWHWffX+oNwDH083DYmwpmROqaP3bDCqI2s562Y1hmvc+iljVHrSbF+p27fcapWl6wUwczwIZyKRo2Pbgo/+ylr8EmNj06BUzHNlPtINYiYcUFVGNAfr5m4p1Ite2Dspz/QqfuDW+3XuuyYzm0RuhPiawCrFYWJ1htVRVhfZopZldqe0q1us7aP709wP6krrW4ozgQSyOPOwzhXl2euRLS5clAaTgR7hpScdj0mofaTcF6pkphskAo/aPfIB6FSxi91R7rnwCt8UnMEI9cunnTSulM/hnlDJ5JkfUg4iPClI8CXKryoB6dCeuJiTxwIgOF+ckjpFi03lngXplteZENFWF1WoMQU95TumKJaa7T2eoq3teyCYmbS6UU0bSndZo0n7+eXDF7Tur2K72UC90KXivWvYl3O7ZhyG83sW358dHf4pOYohZPlJFPdGE/HtbmaEh0zGSlLJq7n3Kd30lNVWYDD9e0p9W+H2/gMt5PNDaWXRDDSn7WPYxFLHYwBSsz8v64ArJMaXaeGmVlOSlQxY2lkPabGjK1RYkKgsaIFGhvZVDEzA0rtEGBhYXxWqw0hxEjrVs9RKJ0gxtWQxKnd2QgKrqosAICkmU9Aeq6lTIT3sqFRkyqcNGp8y1AXgGQhpiZbSqE9HD6p6UbIRbHHnohU5sFJgE+EF+LDDHdU+m/2iQT3JEoEEkPiYnOS6a04pnMzMVCYm2/oeiwNE6pya7o0TKvCrUQVcMXcJ6qdf75BYjiUqGK0ZzHZ6AMAqHAMvX9wLsT16HE+VmIjpnTbEafTo7me7IUvjfZpugHt0F1L2VEK9nb9+NYOFf48mPDdT9mDT2p6MHwS5AxdX8RJWdj+ELSXSujsbBeR7ABCSQFtuyFgJ7idCLdmGolWGy64iOyBvkyxkhbDMqPNl2ip4QoX2lsDjWFzr+gZWYbbSfu/7o6iesCwEfRsxtiIZMZLdfJsIq7atkNquhORcVIS9qHCJyo+uhq+vSoDiMXqfFiR7ryklabKecpqruqxnPdRWGqp3W4FLZPF3ujbk5VFoMQsZGlASOVWxffMytxcjhk6NYaVhplp3XqQsKJlQEUZR1RY5oyDKdxsr+2r92eUTBBE/iyp5bbcaALR5eR2nqblxeu82denArfvV03tTjEYOO3rL/3fiH/fiUePnhddUTijj/fH+b333ouJEyeiuLgY1dXVmDp1KjZu3Jh0v9dffx2jR49GXl4exo8fj/feey+Ts84JfFLjIyHsN4pENw6n9am2zwRu7oG4eo+ce3rbTk+zxtlNIsKJxOjxJRTE0HBJmM7NuRlbI5AaQ/mXMYuFRlcR1pWElagCRWZQZGaSGm3ZiKnR2rNozEjxVvVqmHEs43gWUsPjLErEfq4O55lsjrKhLuyVsDJLxlMcTzPbZdmyl2p6dqLfltffrY9uAF2nJtOPR8ydOxc333wzFi1ahNmzZyMWi+GCCy5Aa2ur6z4LFizANddcg+9+97tYsWIFpk6diqlTp2LNmjXZmIGswXc/+ThikapujROctGlEeNVPsQcEe92f2Pdj1iesEcciBnca2UmC+4jZ3U/McDtF9XhfwQ1lcT8xB/eT+MBUFNWSpI9F3ckYpzqH3LE6d9xciMltgm5Nujo1IpJ9l17QFWJ8PnykgqamJstyOBxGOBy2rJs5c6Zl+bnnnkN1dTWWLVuGs88+27Hfv//977jooovwq1/9CgBw9913Y/bs2XjsscfwxBNPZPEMMoNvqfHRaUiWVdE5Ka+pPZQqy/Md1wcosSgHi/DyABYtFBI1P0ZMDYElJdpYFq0zesCwUO+Jx2IqgZFjUGLqR1cEVmLMUBJWYqbbyf4xLDlae12R2OhPVo/BYzHwWCxuDLBZk4jN7SSen3ju9nlJBLc5TvS9uH2XbugMApPsmvczkY4O6LWfMv0AwMCBA1FaWmp87r333qTHb2xsBABUVFS4tlm4cCEmT55sWXfhhRdi4cKFGZx59uFbao5wJAomdkvrBuA5tVvPoMmlXo3bjd/xnNKwzpgxtxxwOG3iwbqSSsVoMVkr2VDj0rkBs4gloBIHS0Vu00ojWmpUrRlTj4Yr3Mh6sv81s5/09nJcf07H1NO4LcUtNehp3QnPVThNr1JDbvNu/47i5lCDIUCYhryLF50arnSO2ydVfRqnVG7AnUT5rqscI4uKwjU1NSgpKTFW2600djDG8NOf/hRnnHEGxo0b59pu//796N27t2Vd7969sX///gwGnX34pKYb4mirK5WISCUrzeAkwGdtw42npRrM6ZARJTxBWYKYC5IkiFWEPeVYd304PaxF64QRUKsfU4+r0WM8bAJ30AgEl3WdGjXdWreuAICiBfyKtZ30AGEgntQYVhq9bEJMNvoAYJZMEHRruOgWs4vw6WTHKJPALVo1+hzEzSERXEZK8iDiuP0pgaK3t32nYt0nHU7xMamqCadTsqAr9Gm6GkfDOaaELJKakpISC6lJhptvvhlr1qzB/PnzMzt+N4FPao4AHA0kyA2Oadr6wyfJ6342Ym68wMmakMwSIVoW1JAUM12a2CNXLQGhYikEMSVbKN6o6AHC6j4xe2yNrLmcBMuNJSWcWf/axwDbGDlnRlq3eW7OBMG19lMnpXt7Iy7ZqRt1JMEnKT0Tt9xyC2bMmIF58+ZhwIABCdv26dMHBw4csKw7cOAA+vTpk8shpgw/piYL8H/QuYHXeU01Dddre6/ZT/bq0clgVdEllge2qFGjtnVJ5dbbc4dMJDkGJriMWEzNXtJTtpUoc42nMdO7zfZM68PoLyoDciwu48pRP0fIfrJXGxd5in0evMTVpFoNHfCe/ZSL60lt698rcoGePq+E0qx8vIJzjltuuQXTpk3Dxx9/jKFDhybdZ9KkSfjoo48s62bPno1JkyalfL65hG+p8eEJ6ViD0rUgZUtUkHEOCcR4g043BbhvhRpgerAp4mmfRMfR3Sn2h3ayWkhEtMyIZRI40+o9CYrCTAFTFIu7SA341dxLQpAwEO9+0oOFzfbM4s4ySiYYMTXqGKyERlATFip2288t/rwFYpOktlMq6FuRj7Zoeg8+0QKTDeG9TB7Aaek49fAH/lEBkgX3E/G+/80334yXX34Zb7/9NoqLi424mNLSUuTnq/e76667Dv379zcCjW+99Vacc845+Nvf/oZLL70Ur776KpYuXYqnnnoqs3FnGb6lxkda8KqP4aV91sbk4YGTbReB5PJ2ZI//sFsidCTTaCH6st3yIbp4BDeQIZAnpGHrH0NcT+FQuPl5ZNy5eGTcuZZ1puqwEteP5RgGmbKJAaqDMT6UEIuAoGdtGtu8JYqrcfsu0oWXayUd0T3Xvrrhb8rHkYnHH38cjY2NOPfcc9G3b1/j89prrxltdu3ahX379hnLp59+Ol5++WU89dRTOO644/DGG29g+vTpCYOLuwK+pcbHUQ+z/o9z/Scv7gr3B218irK9rS5GB8D4G1fhWgwUFomM7gKKRY1l3UWkZyspMVnVnhECgaOM445jzrKMQ19+fOcCQ1lYbc+gxMz+jL71QGE9aFiw3FjcZNrY7ZXGVQE+cw7i5siuWZNISTjJc9zpO+RciDPySx/46EoQknlByhTizrxc73PmzIlbd+WVV+LKK69MZVSdDt9Sc5TA9a1OURzTON1SPjMeh8vxjO0ZHtf+di3GOtjTdhl3joXwEiORaiaOjmTlAHT9Fr06t77OHDQziljqhSwNV5BGbvSSBoqetaTp0hgxNTLDjwaf7jrGHw0+3VQW1vZV+1D700sv8FjUIDSqNUGz3OjFLYVK3uI5UOE87fBaPsINXr8Xt+/drjZt8fp5yJZKBV2lUeNWmdtP5+5CEJqdjw/fUtNd0dMymjhjOdWq6Qpko0xC8vam6J4TCCFmZW4dohVEL4kguIH0TCX9IcW07Ce9YGXUw3npwcIADHVha38mYeFCDai48WnLhHMho0us3m2dh2QWFxHpxkgdaUhVo6ar4ZMkH7mET2qyhK4mIV19/HSQ6pidboZuAnzqtsSCa9lK505Wk0gitgDYZAUsES8WR4RYGjFuxYi3EITwxNgXtQ3X3Enq8jf7nZr0nL7Z71S82/EFABiuKKM/g9QIxxTGQLQK3WJsjUgldCG+RNNv16+xp3pnow5UIiSy1CXeZsa/pCO81xMf+F095q4+fjbACQXP0NKS6f5HCnxS46PbgDHFVYAPcCMwHgX4gOTyvQ4Q3+z7luXhcEs0pTpETgRHHIpRyNKSEeSgUeOSKq1mPpmEQsx8YlFNfE9I5QYA5Hk6daO9kdqt9adW+hYe2IaKsUlqnMbspFWTaB6ciEyq4od9y9STjcosbStNpunaiR66uXLz+uhhyIb7yCc1AHxS46Obw4s1xy1lWy17YFvnoioMqA9at1IJnQUzO8hctqdzW8T3hHpPAIx4FxaVDbE8PUhYSTGlWW/PNVcUEwKF9bgd/ZhGDSh1hWatsaZ1E+2mK55bV0K1Pqn/T6YmLO5jh9fYmiPBouDDR3eHT2p8eIadYHghHNnSnPECzjiI16JB4j7UmeTokLXlEBJnOSWClMACAdgCae3b7VYPy2AVy19DII8xq06NFiCcCvT2elq3oVPjVLVb/CuOWxy/wzm6eeKM6txJvs5E2U/idyJ7CPJNp4BlZ1bt9kKK7G18ItVD4BY5n2ofPnxS4yM3cCI8biTIjfjkOk7IyZIjIpNUbhHUoY1kxIoQG6HRUrptyxYyI9R64kwB5KiR0q1bUPTSCIBe64nh631OSTpWEXr796KrLeJ9eryOQZpiUXUMQi0oBG2BzZZz48KybiVz1/IBEgvx6fDyXST7TnNNUlLRm0mnvY8eCkrVT6Z9+PBJzdGEnhhMnCrs7iVdVRhwrhOVCrySHDH2w/6QdgsSpsKYCbFZMjg3U6P1dG5RzVdInTYqcsdiUGJCtlIGGTJ6HSmjv1jMqNztNAa9YrcZzKyleQvxRKJWjXaU+Dmxa9cIWjVe42syzXZKpCZ8NGjb+ASqc+AHCmcPPqnpxuhU142igEjW47gF7ubqeMa2HJ93KmUTspUCLFprrFW5SRyhiYNbOjdg0agBTPeTmtatiQpGVUuN1wBhO5QoA4ua/YnHUA+gmBlQLuOMc5vZzpWCxM0LYK3SnSlS+S5zWZyyq/RpAHeNms6AT5B8dAZ8UpNFdCYJ6Z7H7x5aNZnUekqG6pI8NLRZM6CyUUE6XpxOc9Vo1gAxPZpwFp95xHSrjGK4n5gW6KsL76ULUYAPENxPiplxZVUUVoy0bn3sXDwXLaXbft6ZwHDnCd9LdUke2rWMrWyiO1Xj7mqNmq4kKkcUSfKzn7IGn9T46FKkVShTeLP0sq+oS8NZfN03fTun3LFUgviGn5YgX4LaRXbhPZ3QmOURmDXbSfu/MQe2Gkx65pMSk01LjcJxReXJKY9bxxWVJ+MDZb3Rn6JnV+kxNXEuMCVuzCLJoYRaiA2gxdQI92RjnrTTTIc4Jvre9BIJugvJWWEYrtvcwFlixexk+/o4SuGTmqzBJzU+uhUSubycLFGJSJFTZlPc8YSYG6f9vSLgchy3GBqJ2ts592tqvnDrskAgwEwNGSPzSbOuAFAtLBka7+z96RlQ6rIMSXyYM5tAoKaIbFibXCp2A8K8ODzfneZSn/eox/NI9J16qcCdTHjPvuxr1Pjw0bnwSY2PHg/jwZFEhC9+v+SkR0Q6gcI6kqkI69CtNJbWTmncce4nQTPGKJNgWmoyJjUKF/qzKxYzxzFZIJwDgR4sbGY/uX0NbsVAcxUonF5at09OfGQI31KTNWREaiKRCMLhcLbG4qMHwG4t8RrHk0nmlddjJMtu4oynrCrs9FB0s8p4ga6aaw+Ide3Rrk9juJvEsgiKWZFby3wSxfaUmKKK7GQAMS6HM25kQAF64LBV1diSDWU/B5HECcewBgqnV9BSh9N3lI7rMBnJ8RJfkynp8fVpjnxwQrKQ/eTr1AApVul+//33cf3112PYsGEIBoMoKChASUkJzjnnHNxzzz3Yu3dvrsbpI0tIZhLP9rFSOX42NDnsDyHHWAnOM0rHLS0wGYInnZokNxu78B6B8IAXXDeWdG6NNHDGADlmyUgyxPaM8gaZf99M6E8X47NkQckxa2yNltZtUUDWlikhhrXGaQ6c4IXgiN+F+B2lAy9qwqladXqSRk1n3id8+MgmPJGaadOm4ZhjjsENN9yAQCCA2267DW+99RZmzZqFf/3rXzjnnHPw4YcfYtiwYfjhD3+I2traXI/7qEKn3cgcAhwZU45637/CuPGWr6SYbSIq4yZSEhatFPp6Y5EJtZQcClka9Z6EzCeucKhlAMxq25lAL7XAmeqG0t1PehaUmAFlXK/imIV5s4sNGtYqh/kR5y1FsWjLd3UkVudOBW6/Yz+du5tAdz9l+vHhzf1033334aGHHsLFF18M6pCye9VVVwEA9uzZg0cffRQvvvgifvazn2V3pD0IXS1y15XH1+MsvKR2J9KqUftK7zzMt2xvT0H9jZsxbtZ/AjzHoaSSOi4lUc4Vhfe0wVkyiYx0btH9JKj76plPukUFAGJZSPuNMWa6s6KKkQEFmCrG9pgaM1DYmv0EWAX4RIhKy6mQGDFTygv0uk+6+yilDKcMrHzZ1KjpynTuriYpXX38rMMvk5A1eCI1Cxcu9NRZ//798Ze//CWjAfnwkW3oWS0SSFzcTaJSCU41oLw4NeLStpO5VkAEhV01gJbYs52EuBSxeCQXXE/qmPXMJ2ZYaK7ue6qHUSfG1X1PxXvR1QDUsgt6BhQA0w2llW7Qi2yK2jpi9hPh3EjptioLu5MFw1rjUv3cDV5qPumwExu9rZesKB8+fHhHLBbD/v370dbWhqqqKlRUVGStbz/7yUeXI1eigckCh72UTXByWzitS/awtceEGAGxIMlVhGEV3wNTjFpPYIqlYjaLxsAUa1mDTIOEdYhlF5jCwKJ6/SnNUqQHCseiWkyNVXzPem5WSx4hpqqwiESxNIkyoLx+b3YkC/zNhfDeEWd18JE6joLsp+bmZrz44ot49dVXsXjxYkSjUXDtBWfAgAG44IIL8P3vfx8TJ07M6Dgpz8LXvvY1/PWvf41bf9999+HKK6/MaDA+fADJ43j0eBKudF0wo0QpJA8uNnsxS3vsjLEeDsJ7gEWjRhEyjIzNioKWjiia2jqMGk+ccbCoFlejZO8hrPfHjPgaPaZGJS+HG5qt7hOxfAOzWpz0lG79vO1wmienwqB2eP1ecgHxmkymT3O0x6n5sEKv/ZTpp7viwQcfxJAhQ/Dss89i8uTJmD59OlauXIlNmzZh4cKFuPPOOyHLMi644AJcdNFF2Lx5c9rHSnkW5s2bh0suuSRu/cUXX4x58+alPRAfPQtdRSZSzaiyttPjJ+KlXxLBGiis/i0KB1AUTt/QqWgPfzu/2bVzJ1qam4VsJzPQ9pF/v2gE5XI5prp7GMO+Qw149OOlYFqRSSWqqJaaaGblEeLGrGdTaX0bNaaiMpRIDL99/h2jgrie1s0ZQ1NjE6bNeN/ihtJPe8/uGiNGxT4X6cSuiN9LJkrQqagJu11/3ek34qObg1CzUne6n25MapYsWYJ58+Zh8eLF+P3vf48LL7wQ48ePx4gRI3DKKafghhtuwLPPPov9+/dj6tSp+PTTT9M+Vsqz0NLSglAo3p4dDAbR1NSU9kB8dC6yfeNLlKbNjbf13Op1OD9YPLgcOAfjWmaPJp+fqZtB0qwQB3Ztd7QwvPnCv9FYp2YJ6lYLQgiikXbc+N0bwBTZGovCOeYsWILHX3pTIzNmtlF9cxueWrAau+oaoURlKFGmxtTI6idb0PvT43XUY6mur3eWb8D/Fq8xM6C0MXJFxi2/+zMOHDwYl8HVWF+H3/z8VlBKDeuURNXP5nWrsX7FUuPY+hxKhKCt/nDG56KXSNAzutJVE07nmkwF4v6pSCFk65g+fGQDr7zyCo499tik7cLhMH74wx/ihhtuSPtYKZOa8ePH47XXXotb/+qrr2Ls2LFpD6Qr4fZG6KhVkcK6TPe3LOvEoBuNKZP9LTfrLI7JyGbJwjnZt3W0tUCOdAAAFM6haNtjHW1Y+s5Lce0JIXjzH3/FmsWfWZSGJQoEQ0H88BtT0VhfZ9mnb7/+eO/dd3HHH++2DYghFAzgtr89iY0791jSpxva2hFRFPx59mIhpZtZxpgN6P1xQVGYM4bW9gj+35ufoDUStWZmAXjxfx/g5bffQ1FhgaWvWDSK67/1TUSjEWOdTmzWr/4CP/3WFeg/eHBc3Mwn/30WX8z7IG5scqQD2xd/HHfOCuOItLcby+L3muk1oijxhDEbvxu75ae7/5aTjYkp8UVFu3pMqRy/U+CndGcNKc/C73//e9x99924/vrr8fzzz+P555/Hddddh3vuuQe///3vczHGrEM5vNF6ATMZyt6l4HLE0o4dXAPeXm9Zx5tqwBq2W/eX26HsWwHOzB8vZwqUfcvAoy3WPus2gzVbRQp5ex2Ug2ssKa/gCuQ9i8HlDuvYD6wGaztkG9NuKIc328bUgdjuz8GVmKWtvGcJWEejbT42QWnYqR1Wiwtor0ds91JjTEwL/IxsnwcWbbPsH9u7HErTPmuf9TsR3fuFlcjIHWjf/GHcPLdv/hhKi3pO+s08svcLRPatNdZxpkBpPYTmte+BizdJztGw9FUobdbvqWntLLTv36jtr76Nt+/bgMMr37fMs9LRht0fPgO5o9Wy/+5PXkHrgZ2Wt/NAKA+f/v1X2LfxC2OdRAmCeQXYsXIhpt37U3S0NlsewkOPPR5/uelbmDvjLUv/Y8Ydh80b1uG7V38FTQ31moIuUFJcjJKSEjzw4EN4+ZVXLXWUwqEg2jsiuOGuRxCNmmJ3DS3qQ3vG+u1YsrvWsKREGUc0i4Gten+6JYhpwn6PfLoCexqaISsMkWjUSO/etG0nbrn7YQBAUUG+RTDw5ptvwoL5n2LwkKGWshDrV63ED77xFRQUFqGiqrdxbKYoePmBO/H6Q3dhzKlnW+b4cM02vPabawHhWlc0S0zNopnY/vHrAExLC5Oj2PXhC4g2HrScX/36z9C4ycz05IwjcrgGhxe/YbkOWLQNhxe9CB4TyRJDy6ZPEK3dYp2zw9vRtmWOhaSwjia0rH037n7RvmUOWJuV5MZqNyF2YJ1lndJWh8iO+UYldwDgShSR7fMA4bfFOUfswFrI9Tut+zcfgLxnhSX+icfaEdv1mcUvyzmDvG8FeIf1t6U07gKrs8Y88EgTlL1LreuUGOQ9SwDhHsY5h1K3Bbxpt6UtazsMdnCNdX+5A/KexQAXCR6DfGAV0G6dJ9a8D7zOOvc82gK2f7l1HZOh7FsBxMx7GOccrGEHeFONtW17AzoNRwGpaW9vx4wZM4zl22+/HT//+c+Nz69+9St0dHQk6MEbUp6Fyy67DNOnT8eWLVtw00034Re/+AV2796NDz/8EFOnTs14QJ0BfngLlM3vGoSFSEEAgLxhmoWwkMIqyBvfVsmJdgMixf2g7F4EZftHBmEhwQLwSCPkjW+DNasPd0IISLgUsXVvWAgLLe4PectMyDvmGoSF5FeA1W2FvPF/YG2qaZ3QAAgNqPvXbTHGRIv7IrbuLcg1iwzCQor7Qd79OWKb3wOPaC5AKQREWxFd8xqUhl3GmGhBBaJrXlNvVtqYpNJBiG56D9EtH4BrP3ZaUAGlfjs6vngFSvN+bUwSSDAfbcueRezAGmNMUtkgtK14ER2bPwSX1awcWjoAHdvno3XFS1C0GzUN5oPHOtD42T8QPagRDkVBoLQfGub9HW2bPjLmOVQ9Co1L/oOGRc9A6VDPKVBUheihLTg48y5EardqY6KQCiqwd9qv0bzhQ3CuBrHm95+APdP+Hw7MfRJKRCUs+X1HoW7Z/7D15d+g49AucM4hhQvAlRjW/uN7qFs337hGigeOxrIHvott7z8DRcs0IlRC9egTMPOP38XnLz1irJcowbhzLsGmBR/iqVuuxL6tG41+xp96FhQ5hgdvuxlvPfNPcE1Rd8ToMaCUYv3qVfj21V9Fs+a6pUSVRgCAH/34VixestRw2YSCaqzI7gOH8PwHnxmFLOtb2hGkFFWFeZhbsx9yRIYSU3JHamJmbE1tazs2HNR+RwRoaekAmIJoezt+87cnEYmp12hRQb4RJ/Sne/+CV15+GQAwaNBgo//VK5bhB9/4CpobGzH2+BON9e2trXjgpzfgo9eeQ58hI9Cr7wBj3tfPnYHnfnYVmg7sweCTzzH2aa07iHkP/wLLn7kb/SdONtY3bFuFZQ/ciJY9mxAuU0lTtOkQtrx6F3a+8xCKhhyvPuTkGA4ueBnbXroVeb1HGvu3bPscu169FUyOgoZU61OsYQ8Ovv8nNK+diVDVcAAAi7WjYdkrOPzx3xCqHg1AfSC3bV+Iuo/uA80rAdEeQrH6XWj89FHEDm2DVNhL3T/SjJYv/ovW1W8h0EvtkzMFHTs+Q8vnT4EWVhtjkg9vReuSZ8BjHSDBPHX/9np0rH4D0Z0LQEvV64krUUS3z0Vk1avmOs4h165HxxcvAlKekYHIWg4iuvYNKA07QfPVdFsea0d064eIbXoftGSgcU7y/i8QXfs6SH6FQbRYYw2ia18Hj7aABPPVtpFmyFtnQdmzGKS4n3ZOMuQ9iyFvmA5S1McYk1K3BbF1bwBEAtFqurG2w5A3vgNevw3QxyRHIO+aD2XbB2afnEGpXQt5wzSQcIk5puZ9kDe+DR5pAAkVqm2jLVC2fwSlZoFlTMq+5VC2vAcf2cPzzz+PJ5980lh+7LHHsGDBAqxYsQIrVqzAiy++iMcffzzj46RF7S699FJ89tlnaG1txaFDh/Dxxx/jnHPOSb5jNwGtGgPeVmshLLRqLKBEoOyYYxAWUtgbpKAX2IFVBmEhNABaORq8qQbyhmlQateCcwZaPQ6INEHZOhPyrk/B5Q7Q8mGAFIKye5FBWEioELR8OFjdZoOwAIDUezx42yHIG6ZD3v25OqbKMYASg7JjDuQtM8EjTaCFVSBFfaAcUG8krLEGhEqQqseBN+1GdO3rkPevBOcMUp/jwCNNiG2agejW2eCxNtDyYSDBAsg1CxFZ/RpYywGQYD6kqjFQDm1ExxcvQT64DpxzBPufBN5ai8iq1xDdNhdciSLYZzzAFUQ2zUL7qtfA2uogFVZBKh+C6O4laFn8NGKHNoMQivCgU6DU70TL50+hY9un4ExBePAk8I4mtK54GS0rXgXraEawehSkgnK0bZiFhrl/R6xuB2gwH/lDTkPH7hU4NOtPaNv2GThnKBo1BXLjXhya/RfUL34BLNqGwpFng4Cg7rN/Yf87dyJavxvB0r4oHDIRjatnYseLP0bz1kUghKLXSV9B2+612Pzsj7H/05fA5CiqT70CsZZ6bH7lj9jwwu8RaahF6YgTUNhnCHbMfA7z77ketRtXAAAGn3U5CKVYMf0ZvPmba3Fo+wYAwMhTz0UgnIfDe3bgsVuuxuYVnwMABh4zFsXl6g140ex3sXW9qvWSn1+AISOOASEEw0ccg0OHDhqBskOHDMHIEcPx7f+7FseOHmW8PY8dMRTXXz4Fowf3x40XnGYI743v2wt/u2gSYgrDj8cfAzCAKzxnpEbPguKMoyIUwv9NGInicAjTf34tmKy6n4KBAB69/WYoCsOPrv0aCgvUhy3nHNd+42pUVVWhX//+GDRkiKo7BuDA/r0I56kPwLHHnWhYcN596d9Yv2wRAODYSep9hikK3nnkj3j7/tsQ62jHyEmTEQzng3OODZ9Mx9u3XYm9K+ejz3FnoqCyLzpaGrHh1fvxxWM/QdvBXeh/9lXgTMH+z9/GF498Fw0bPkPliZdCCuWjZdcabH72FtQufAWhioEoGDgBsZbD2PveX7B/5l+htDWgdPyl4EoMDctfx763f4vIgY0oPvYiEELRXrMCB2bcgbbNcxDuOw6B4mrITftRN+fvaF6huu7zB58CFutAy6rpaPrsCSjNB5A39AxwzhCpWYqm+Y8htn8twv1PAA3mQW6oQcvifyOydQ5oXikCvUaARVrQtnY62te8CR5pQmjAyeBMQXTX52hb9jyUxl0I9j8JhFAoddvRseIFyHtXgJYNBC2oBGtvQHT9dMS2fggwBYHe48CVKGI7P0N03ZvgbYcQ6KOSPKV2AyKrXgY7vAm08hiQYD5Yay1i696CsnsREMgHLR+qWny2fYzY5veAaDOk3hNUknFgFWLr3gBv2g2p6lgQKoE17UZs3ZtgB1aBFPUGLawyic+OOYASg1Q11kJ8eFstaNU49Rqo3wp5w1vgdZtByoaChArB2w5D2fwu2J7FgBQCKRtmEp+tM4FIE2jVOAvx4U01oJVjQGjAID7swBdAXnnWfjtJcRRYal566SV8//vft6x7+eWX8cknn+CTTz7B/fffj//+978ZHyftWVi6dCleeOEFvPDCC1i2bFnGA+lMkNLBQLAAAAdr2g3eXg8SLAApHwYA4C37wFsOAIBKVgAg0gTeVAOuxFSyQSSAyeCNNUCkGbSgEqRQe9No3gveVquSjSo1OIq3HQJv2q0SoN7j1T7lDvCGnUCsDaRsCBAqBsDVdm2HQYL5oL1GamPar5pYOYfU5zh1/2gzlIad4HIEUtUYgAYBJoM17ATvaAAt6AVaOggAwBp3qwSGUEi9JxhjUhp2gTMFgT7HG2NS6reDR5tBy4eC5JcD4FDqd4C1HAQJ5CHYR91fadwNuUG1eIQGnqL2GWmCfGgLeKwdob7HgQTyAKYgdmgTWGstpMJeCGpvrrHDWyE37AIhFHnDzlL7bD6A6P714EoMBSPOAQgFj7Ujsnc1lNY6hHqPRrB8IACOjr2rET28AzSYh6LR6tt45OAmtO9ZDc4Zyo6/XD2l1jq0bPsc0dYGlI49D4GCMnAmo2nLYnTU7kS4rBoV49SHZePWlWjcvhqcAQPOvRoA0HZgFw6tWQA50oH80l4YNPFL6vjbW5GfpxZ0DeUXYuTEcxDKK8CAY8Zh5PGnqGnJlOL408/FyWefj1g0iuGj1LgzQoBrv/sD/PL3f8TnCz9D/wEDtfUEDz38MO75wx149b9vADCzoH554zfx429chnlfrMfBukajkOVxfaswqW8lGjqi2Hq4ychOijIgCxUSDOj92bOrFuzch1OH9MXZxwxCWX7YKG7535lzcOzwwXjsD7/EacePU91o4Fi8eDEAYO6nn2HiKaca551fUICmxgb84YFHcOzxJxnrjzvtLMSiEQw79niMP/1L6rxKEk6+5CpQKQAqBTD63C8jPyhB7mhHy6EDiLWpVtRh56tq5007N+LwBvW4xYPGoHjQOLQf3oeGDYvAIm0gNIDqiZeDxTrQtHUJInWqe6TixKkghKB973q07VYJaeGwSQgWVyNaX4P2mhUAk0HzSlA4/AwoHc3o2LMCTLMCF42aDM4ZorWbEKvbAQDIG3o6SCAMuXG3ZrHkkIr7INBrOFh7I2K1G1UrLqEIDToVXJERO7QFrFUNLA8NPBWEEChNe6DUbQcABHqNAC2oUK0ZdVtVl00gjGCfceByB5S6beCRZgBQX1a4eu/TXeFS9bEggTBYay1Y404AHCSvDLRsMBBtgdKwA1BU15bUewI4U8Aaa8DbD2vrxoMQCtZ6AExzLZGSAaAFvYCORrDGXeqYaFB9KVSi6rpos3b88eqYWvaBa9Zu2mskSDAfvO2wep8FB0JFIGWDAbkdrLHGcG1J1SpRYS17wTX3vEpUJPC2WvDmPeqYClXyhEgzeONugMkAkbQxxVQXlGbtplWdFyOqF7TM7NO9FYW3bNmC8ePHG8t5eXmWCgWnnHIK1q1b57RrSkiZ1OzevRtnnXUWTjnlFNx666249dZbMXHiRJx55pnYvXt38g66AQiVQCvHghT2BjoaAKaayKWqY4G8MoBI4B0NqgupdDAQLgEprAZvPQgQAhLIA60YAVLYB7ztsPEmTauPBSmoVP3aWtwJrRwNhIpB8srA2rRsl/wKkJIBIEV91HWEqGSj+liQoj7gkUZA0Vwb1eOBcCkghcDbD6supNJBIHnlatvWAwChIIEwpKrRIEV9LWOS+hwHUlAFsJhxU5OqxoCEikEKKsFa9gGEgOaXgZYPAy3uD6YROkIIgv1OBC3uBx5pNGIIgv1OBMkvBwkVgrWocQlS2SDQot6QSgdCadqjzVMIoQEnQiobBKX5gBFXkDfkdEjFfQDOoLSqN8Vw/+NBC8oRKBuAWP1OgBBIBRXI6388gpUj1HXamIpGX4BQ5XAobfVgmmuqeMwUBEr6IFBUqbmmCPL6jEZe72OQ3/9YtO/bqM5dIISKE7+MggHj0FG7EywWAWccvU/7KvKrh4BQCe0Hd4EQgsoJ5yK/sj9Kh4xFw/Y10PnBqMlfx6gvXYFoRxs2L/zIuK6Ov+hK/OCx/2L/9k2Y/dJTxvrrfvkH/PL+x1F/6CCmv/BvoxTAlf/3HfzfDT+AHIvh5eefNX6Mgwb0x6UXTkZpSQlefn2aulIrOzB++CAM6V2JGZ+vVuNTFFX4rphSDC8rxoqD9UbmU87cT5YMKIZFuw/i9MF9TGVjLa371Zlz8I0Lz1KtAIEAwFVtm4cf+ye+/70bUVVdjcGDB4NCjdl64K47ce13f4ivfvM6nHTq6QDUgOJH7/g5Jn/9//Dj+5/C8ONOVsfS0Y7X//IrjPvSZZh8468wcNwpUBiHrMjY8tlMDDzpHPQaPh7lI09Qg4WbDiHWXI/iwWMx4JyrtXIYDC17NqJ4yARUjD8PweIKgEho27Me+X1HIVTWFyXHnKker36PSjIqBqHsuMsAqK6PaH0Nwr1Ho3jMFBAppGawHdqGUPUxCPYaimDlcAAEsbpdoPllkAorkT/0DHX/SCtYewMC5YORP/wszU3CITfuQaB8CIK9x0LKLwMIgdK4G1JxH5C8MgR7a5aK9nr1JamoGkHtpQJMAWutBS0dgGCf40CkEAACpXkfaEl/kMIq80Wn7ZD6MpdXhoD+oiRHwCNNIEV91HuH7rppOQBS3A+0bAhonjom3noAJL8CCBVDqhytXSQtAIuBFFQi0Fvtk3OmvqQV9QHtdQxIIAyAgLceVK3heWUgpYPU76S9TnWdh0sh6S+UShQ80qiOqXqc4bbjrbUghX1Aivup4wABb61V75ehItBeo9T9Y22AHAEpqDRfUsHB2w6BFPYBrRiuusiINqaCKvWeXzowC78aHzoaGhoQiZgxX7W1tRgyZIixzBizbE8XKQtt3HjjjYjFYli/fj1GjVIvmo0bN+I73/kObrzxRsycOTPjQeUanMmgvY4BKlQ3kLL9E5BjLgXJr0BgyHngShTKlpkgYfWHERh6PhDIh7zlPSg750Each5o9XggmA9l9+eQt81G4Jgvg5QMhBQuBe+oh7JzLki4GLR0IILDLwBoALGN/4OyZzECA05DoP+pQF4p5K0fQN4yC4FjvgzaaxRo2RCw+u2Qt3+srivoheCwyeBcgbxpBkioBFLvcQgMnwISKkRsw/8gb/sQgREXQuo9AZIUhrJnMWKb3wcd+zXQkgEIDj9fdUNtngkSLoZUPhTBUZeCBvMRWfM6YtvnIjj0XAQHTQLJK0N003uIrHsbeeOvglQ9BrRsEJT6nejY+B7yw1dBKu6L/LFfAecM7V+8CppfitDAU5E3+suQCsrRuuIltK2ZhsLjv4HQgJMRHnQaIrsWoXXFKyg+7XuQygaicMLXwaMtaF76AqSiXgj3m4Diid+GFC5Cw/x/oHnlGyg+4WoUjrkIgeJqNC5+HnWf/gNVk29D/uCJCFUOQ6R2Cw7PfwpSQTnCvUehesqvACph//9+h4blb6Bi4lWoPu8WhCv6YPf0O7H7nXsx5Mq7UXH8JaiYcBHqV72Hra/fhdHfeRAFfUdixFW/gxJpxvpnf428ir7oe+pFGHfjn1FYXonFf/shvnj+Hpzxw7tReczx6DNiLEaccTHev/cmVA8ZifFnTcGwE09HfkjCNb+9D8/89kcYPfEMjBl/PMp79UJBUML3f3MXHrnzF7j48qkYOkh9sITy83Hrr36Dh+/7M775f9cjv6QQhDMEJIoffPd6/POZ/+AHV33ZKItAOMcVZ56I6YtW4dvnngAlFjMykU6orsDKw/U4r6Io64QGgNFflHEwTaemJSZj7aF63DewDxQtfobLUWzetRfL1m/BK/f8Ckblbs4w97OFWL9xE/43/UYjlR0Apr/+GvbtqcGNt/xMU1lW62NNe+YfaGtpxrdu/Q14qABtmqrx/x79EzhjuPBH/w/BcD7aYwyxWAwfPfwbBML5OONHf0JrSzM4ITi0YSnWvnwfRn/jNhT2Pwb5vfoh0tSADf/5LcqOORVDL/8Z2usPQFEU1Lz7EGIt9Rh27QOQWxpApAAa1n6MuiWvo9/ld4LmlSBY2h/Rhr04+MF9KJ1wOQqPOQ8AAYt24NDcR0FDhag872eINR0AIQQt62ehY+8qVJz7UzCmQMovRezwdjSveA2F46ci2GsoaH4pWKQNzUv/g0D5EBRO+JpGWjja178L1laPwpOvB5c7QKQAYgfXI7JtLvLHfV29zxRUgLU3oH3Nmwj2Ox6hgaqFhzMFkY3vglAJ4bFTwSPNIIQgtm8FlEMbEB77dYBS0LwSsJYDiG6ZhcCgM0HLBqmxgkoU0U3vghZWITjyIvCORjUOZ9dnYG2HERpzBbgSBZGCUBp2QK5ZqN6bwqUgeWXg0RbIW2eB9hoJqd9EQImocTjbPwY4Q2DkJUC0VbU8HVwLdmgDAiMvVWMK88pUy9P2jyH1mwhaPlR9uVNiULZ9CJJXAmnYFMOywvYuAW89iMDISwGuqJanpj1Qdi+ENPgckLxyIFwCHmuDvHU2SNlgSANOA2Ltqott5zxwJaruL7d3rjvnKFAUHjBgANasWWPwBjtWrVqFAQMGZHyclGdh7ty5ePzxxy0DGzVqFB599NEeI76n1CxQ/a3BAtDqCSBlQyBrMSckrwy0sBrS4LOh7F4E1rRbfZMIhBEYOhm89SDY3iUg4WIQGoA0UCUCyrYPASaD5JWqbzN9T4K8/WM1jia/HCRcjMDwC8AObYBycK26jlAEhn4JAFd/5FQCCRWBVo8D7TUS8tZZamxPfjloQSUCQ78EefdCKPU7QPPLQaQQgiMvVn/4uz4DgoUgUhDSwEmghVWIbnoXUKKg+RWQyoYgMOhMxLbOBms5oAb/BfIRGnUZlMMbIe9boVqQCEVoxIUgNIDIhncBENC8UgT7TkCw3/HoWDsdrKMRtKAXpMIq5I+disj2+Ygd3ACpsBeIFETBhCvVG+yG90BCRSDBfOSNOB+BiiFoWfYiWLQVUlEVgpUjUDjuK2hZ+TpidTsQKK4GzStG6aQbEd23Bm0bZyNQXA1CJZRO/D/QcBHq5j8OrsiQCitROOwMFB97CQ598jBijfsQKOmDUFl/9L7g12hY8RaaN85BqGIAaCCE/pfeDqW9AXtmPgwprwiBwjL0PvObKBlxCja/cgdirQ3IrxqEkiHjMfLK27DlrQdRv3kZCnsPQaioFCfe9AAObViK1W8+DkIIQvmF6DduIs66/pd4/6HbUbvLzLw49vTzcNbUb+KZO25FpN3Msjj7kq/g2OMn4qE//tZYRwjwjWv/D/n5Bfj3U09YrtNvf+sabN2xE3MWLrGkcF9xxvGYs3Yb6lrazPRqheGEqnJ8Ud8IpsXT5CqlO8o4mMKhxBiW1dahOBTE6MoySw2q/875HKdPGI3BfXppJRPUcTz85DO49qqvobq6yui3o6MDD/z5btz0s1+jtMyMY9i5dTNeefwh3HzHX5BfWGSsXzL7f1g6azqu/t1DCOUVGMRo/nN/Q92uzbjgVw8hEM5DfmkvNO/dhqVP/BbDL/4Oep80BQVVA8EUGev/8zuEy3pj6OU/Aw0EkVfRD/vnvoDm7Ssw7Ko/IpBfglD5ALTWrMKBj/6BPlN+jPx+xyJUPgBKeyP2v38P8geeiJLjroCUVwIaLkTdwmegtDei/KybAEIRLO2Lth2fo2XDLJSf/j0EinsjUNwbckstGj9/BvkjzkHeoJPV4GAOtKx4GTRYgMLxV6jW5PxyRLZ/itjBDSg84RrQcBGkwkrIDbvRvn4G8kZdhEDFEHV/OYL2NW9AKh2A0JCzQQJ5IKFCRLZ8CN5ej/CYy0GkIGhBBeRDmyDXLERo5CWghZWg+RVgHY2IbHwHUvU4BHqPAw2XACCIbZ4JUAnB4VNACAXNL4dyYBXY4c0IjrxYjRHMLwdrrYW87SMEBk6CVDYENL8cYDHENr8PUlAJacBpakJGsBDK7kXg7YcRGH6hat3KLwdr2Allz+cIDDlPjRvMLwePthqEiFaPAwkVATQAZedcNWZwyHkghKr339r1YIc3Qho2Wb0355WpWaU7PgHteyJo2RCQvFI101UnRANPV8lTuNgkRMOmgATCKqFqtmZ05hR6QctMP90Yl1xyCe644w7HDKf29nb88Y9/xKWXXprxcVImNQMHDkQsFotbrygK+vXrl/GAOgWttWB7lwBQ3xRVYlICZduHRkaRTkyUHZ+oJlFAtXIMmwx2eCOU2nXa/hTSkHPVwDPtxwYAtOpY0IoRGjFRs29oYRUCQ86DsudzMC2FmkghBIZfCN5+GErNQqMWhjTgNJCCSshbZoErekbRIEgDToO8/SOwVtXtQ0KFKrE5vBnKgVXGmAJDzweohNiWWYbbJ9B7HKTqcYhueg9M9xsXViI08hLINQuhHN6sjSmI0DFfBu9oQHTrR0aWU2DQGZBKB6iBiZorKlAxBHkjp6Bjw7uQG1X3Iw0VomDCVYjVbkJkh5ZRxBkKjp0KEsxH68rXwJn6FhkecCLyh5+N5iX/gdKiuucCxb1Rcup30LbpQ7TvXGyMqeKMH0Bpb0TD588b81wyYSry+h+P2g//BqWjCZwpyO83FlXn3ISDcx5H2+7V4IyDhosx4Ct3oHXXFzjw6QvamAgGXvIThEursfXVP4DFVNNn1XFfwqAp12Pd83eiZd82KIwj3KsfJt50HzbNfg2bPzbTsydccg2OOeNCvH7XLWhvbjRSjb96y+2QAgG8+MAfjLaEEPz0j3/F/I8/wNwPZxnrg8Egbrv9t3j0oQfR1NhoZDtVVpTjG1Mvwz+ff9UitnfCsAHoV16MdxevU/VotKrcx5WXoqatHYfbOxBlHB3aJ1vQ+9MzoJjCsLSuHidXVYDLpsKwEo3htTlLcPXk081xc4aNmzZj5kdz8ZMffV+Lr1Gzvf791OOglOLaG75nHoxzPPD/foYzLrgUp5w7xVh9sGYHXrr3t5j6k9+h/4jRxvpVs/6LNbPfxAW/fhiFFWpmUEv9ISx+9Bfoe9J5GDTlW2q3jGHjy/dA7mjFMd/8A2hAzXysXf4+Di6ehiFfuwOhMvU+Fjm8C3ve+QsqTrkaxSPPBgAwOYL9M/+KQFEVep35fYNQNa14C5F9a1B57k8ghVUC1rF/HRqXvoTSk69FqEqNjWORFjQufBqh6jEoGHWBdqocLV+8AdbRjMITvmFkY0b3rULHtk9RMOHroAVqsLnSVof2NW8gNPAUhPpq7h0mo33tNCCQj/AxFxljitV8DvnQZoTHXmFk+yhNexHdNAvBoedCKlOthVzuQHTDO6DF/REYOMkYk7xzHlhHI0IjLzXGpNRtgbJnMYLDp6jxMlCzmmKb34dUNdZwGXGmILZ1NkAoAhr5AFSZDHZ4s0potDGx1lrIOz6BNOA0NYYHaqaWvHWWSYgIAVNkKDULVEI0bIrmWgNY4y6wvYshDT4HtKBS3T/aCnnbbNCK4UZgsXiPloQx2QkRoMpssJ094yW9p+C3v/0t6urqMGrUKNx///14++238fbbb+O+++7DqFGjUF9fj9/+9rfJO0qClEnN/fffjx//+MdYutTUJFi6dCluvfVWPPDAAxkPKBn+8Y9/YMiQIcjLy8Opp55qBB2mAjrkXAdicp47Mdk22yQmBZWQBp8DtneJGugGjZgMmwLefhhsz+cGMaH9TwHJ76USG52YaCZPeccnRuAfCRUiMPxCsLotYAdXG2MKDDkPoBLkbR+Z6ddVYyFVjUVs80wjfZsW9EJw+BQoexZDqdNSnaUggiMuAutoVNPHdWIycBJoST/ENs4wUsqlskEIDj0P0S2zoWiBgyRUgPDYqVAOb4W8WyMWhCA86mKQYD7a1//PSL8O9p2A0MBT0LFmmpG+LRX2QuGEryOy/TNE92nnJAVQePw3wKMtaFsz3Tin/GMmI1g9Gk2LnwOLtIAzBcGKISg+4RtoWvEaIlr6Nwnmo+KsmxA5sB7Nq/9njKni9O8iUNQLtR/+DUyOgjGOguFnouLkq7B/5l8ROax+T6Gyvhj4ld/h8LK3UfeF6ialUhDDrvo9lGgbtr75VzBZPaf+51yDquPOxeqnf4NIoxp4WD5sHCZ+7w9Y8p/7UbNCJWuMAxfc9HsUlJRj+l9/CUXT0MnPz8P37vo7Frz3FhbNfte49gYNHY4bbvkF7vntL9HR3ma4YL521dXo3acP/vHoo6pVQ3PZ3PSdb+Lt2XOwc/c+LQBXDRy+/MQxeHvJOk1sTwFnHAML81EWDGJtS7PhfspFTI3ufmJRhuV1DZhYXaGNQXWDrdi2F9v2HcLXzj1Vi/tR44H+/tSzuPDcszBm5HBAS22vr6vDw397AL/+3Z3IzwsbL5xvvfQsdm7ZhB/cfpdx/Fg0gn///sc4dtI5OP0r1xjrd6xchE+evhfn//hPqBqmBnfGOtqw4O+/QFGfIRj/zV8ZD/ptM55A4441GPvteyGF1Ydqw5alqHnvHxh8+S9R2H+Mun9LPXZNvwvFx5yOipO+BkB9KB786BGwaCuqJv8CRFK99y2b5qB53fvode5PEChW08RjjXtR/9lTKBpzEfIHqXFAXImi8fNnIOWVoui4rxljat84G7HazSg++TpQ7UEfO7wdbWvfQcGxlyNQrj7oWbQNbStfRaBiGMJDz9bGxNGxcSZYtBn5464wyEfs4HpEdy1CePSXDULE2usRWf8/BPqdgEC1lsDAFEQ3vgcSCCM0YooxJmXfMih1WxEadSmIlrrOmvchtvUjBAadBarFm3A5gtjm90CL+6iuHG1M8q754B0NCAy/wBgTq98OZe8SBIadbyFE8tYPQCtHQ9ICczlnkLd9FE+IateC1W1BYOhkkxC1HYKycy5ov4lGrBBXopC3fQiSXwHaXw2q5pyD7VmcEiEiZUM9/CqyhKMg+6l3795YsGABxowZg9/85je44oorcMUVV+D222/H2LFjMX/+fPTu3Tt5R0mQ8ix8+9vfxsqVK3HqqaciHA4jHA7j1FNPxfLly3HDDTegoqLC+GQbr732Gn7+85/jzjvvxPLly3HcccfhwgsvxMGDB5PvLIAW9EqBmJyqEpNtsy0WE9rvFCg75xpCeCRUiMCwKSoxqVVF4wihkAarGTx2YkIrx0De+oERvEsLeiEw7Hwoe5eC1W/TxhREYPgF4JFGKLvmm7owA05T9Wo2v28I2dHSgQgMOgvy9k/AdF2ZYAFCoy6FUr8dyt5l2pgIgsPOBwJ5iG6eaVpxqsci0O9ERDe+C6aJTtGCCoTHXIZYzWLIB9er+9OAGk8TaUFk0yxjTKEhZ0KqGIq2Va8Z4nxS6UDkj/0y2te/C1nL/KChAhSe8E3EDm1Fx5aP1S+EMRSO+wpofhmaFj9nWMvyBp6IotEXoWHhvxFrVE3BgeJqVJx1E1o2fojWLfO0eQqg8ryfgMfacXjuY8Y5lZ34VRQNPx17ZvwJcqtKtgr6jsaAS36BfR8+gaatKjEP5BVhxDV3o6VmHXbNeto4p+FTf4rC3oPxxZO3QY60QWEc/U86Dydc/WN8+PBtOLhNTecOBEO46vePoHbnZsx6+m/GdTZg5Bh84ye344k//hqHD+wzCjRe98OfIBQO4YmH7jPaBiQJt//u93j00Udw6LBZBuDEcWNw2vHj8NR/ZxgEAUzB5SeNwsdrt6GhtR2cafWeYgzji4qxtr0VCkfO3E8KB5jC0RCJYHNrK04qL4Ne2JIpDK8vXI3zjz8GlcWFBhGrPVyPF994Gz/9/nWWPh/+2/0YPHgwpn7NLIa7f+8ePHrvH/Hj392DispqY95ef/RetDY14Lrf3ms8fBv27cSbf/4ZTr/6RxgxaQoUxhGLxTD/H/8PXJFx3I13gxNVe2X3p29h38J3MPbbf0a4XL15tuzbgi2v3Y3+538HZaPVoGAl2o6db/0RofL+6HPeD41jHV7wPDr2bUD1Rb81rDHte1ah/vPnUXHmDxDWrDFKeyPq5j6GvAEnoHC0bo1haFzyEni0HcUTrzMIUceuJWjf9imKTvqWoVGjtBxE68pXkTfsbIT6qtkiXImhbdV/QcLFyBt9iTGm6I75UOq2o2Dc10GDKvmQG2oQ2TQL4WMugFSmkY9YOyLr3oZUNhgBgXzEtn0EHmtBaNSXDT0Y5dAmyHuWIjjyYkOjhnU0ILr5fUh9JkCq0nR3mILY1g8AKYTA0C8JhGgFWP02BEdeAqKNibUcgLxjDqSBp4OWqHETXI4gtnUWSFFvSP1PNcak7JoPHmmMI0Rs3zLVwiIQImXbh6C9RlkIkbJjjppoMPhcGyHanCIhOtntp5B1HOkFLXUMHToUM2fORG1tLRYtWoRFixahtrYWM2fOxLBhw7JyjJRn4aGHHsJTTz2FZ555Bk899ZTl/w899JDlk208+OCD+N73vofvfOc7GDt2LJ544gkUFBTgmWeeSbkvlZhMjCcmQyc7EhNCqOqKMojJGNBeo1SXlUZMSH4FpCHnge1bBtawQ13nRkz6nwJS1BuxrbNMYlIyANLA0yHvmGtmIAULEBx+IVjDDrD9K7UxEQSGngdIYYt7SaoaDanPBMS2zjJUg2l+BYIjL4K8dymUQ5rFgwYQGnkxEG1FbOuHphVnwKmqEN+G/xnuJal0AEIjpiC65UMoDTXGmPLHfRVy/Q5ENfcSIQR5oy4CDZegffUbBjEJ9RmH8NAz0br6DcO9JBVUoOiEa9CxYyE6apYaYyo+6VvgsQ40L3/FmOeCUZMR7ncc6uc/bojwhSqHo/y076Bh6Uvo2KtagWioEFWTf4WOAxtRv/hF9UvmQNXZ30eorD/2zLgHSodKtkpGno7qs67Hrv/9BW0HtoIzjlBJNUZc80ccXPIu9i2Ypn13EsZc9wdwxrDm2T8Ycu8jL/gGRp59GWbf9xM0H1IJZHGvalx1x6NYOO0FLJ013bjOLrzmBowcfwIeuO0Wo4hlfn4Yd/71QTz/5GPYtGG9UR7gy5ddjpHHHIMH/vaQpaDlTf/3dfx72vvoaG/X6ikpOGlQX1QWFeCDNdu0QpaqdsyxBUVYF2nNuaVGkRmW1zWiNBDAsMJCsKgMFpUR64jirSVrcdWZx1tcZk+89DqOGT4E551+inFeu3btxNNPPoE77/oTApJ6KyLg+NPtv8CEkybigqkm0Vk65wN8+PoL+P49j6GgqAQA0N7ciFfv+BFGnHwmTrtK1b/gnGPR8/ejbsdGTLr1QQTz1QdY7er52Pr2PzDq2t+heKAaDxhprMXml+5Ar+Mmo+qUK9T9mYJd/7sPXJEx4NLbAI0Q1a96D41rP0Cfi3+DYLHq3ooe3olDn/wdpSdciYIhavYRkyOom/cYAsXVKD3pGi3LSkHzqumIHd6K0kk3GqJ90YOb0Lr6bRRN+DqC5VpGUqQZLcteQrD3GISHnmmcU9u6/4HHOlAw7qsG+Yju/QLRmsXIG3eFaY1pO4yO9W8jNOhUBKu1B70iI7L+fyChQoRGmtYYeffnUBp2IjTqckMgjzXtQWz7xwgOPQ9SiSbQF2tHbOO7oKUD1WBfbUzyjrng0RYER1xkEqLDm6HsW4bg8AvUuBoAvKNRdQVVjzOypDhTVPIghRAYcq6ZZXXgC7CGHap7yk6I+p9mIUTyttkghdWgwpiUmoWqhWjYZJMQNeyIJ0TRFs+EqFNwFFhqdNTU1KCiogKnnHIKTjnllKwbQNKy1Fx//fWOn6uuusqynE1Eo1EsW7YMkyeb6qCUUkyePBkLFy503CcSiaCpqcnyESFVjVWJSc1npopwQS+NmCw3FYOlIKRhk9XIf0GKm/abCFJYDWWv6QKjJQMgDThN9f3qir/BAtW91LADXHfvEKL+mKUQlP0rzDFVjgatHqcK+GkPdpJfjsCwyVD2rwTXyAqhAQRHXAgeawWrXW/u328iaMkANXBYX1fSH8Gh5yG281NTxTiYj+CoS1XJc52AEYLg8MkgoSLEdn9u7B+oHo3gwFMQ3fqh6ZrLL0f+sVMR3b3EICuEBlAw7quqj36PqV0UHnIGgtWj0bbBVOgMlA9C4fivom39e2Ca4i8N5aPktBsQq9uB6L41xphKTrgSgeJqtGguJwDIH3gSSo77KuoXmZadQHEVqqf8Gs3rZyOiydUTKYC+F6sZOHUrzP17nfQVlI87H7vff8z47gv7H4MRV/0WO2f+C5FGLb4nrwDH/eCvaNmzBfuWzIbCVAveqdf/Er2GjsGC/zxo9Nl/1ARc8Yu7Mf3RP6OjrdUY/4//9DB2btmIFQvmQXt247Qzz8FFX/kq/vMvVWGTElUh984778Trb72FSEe7kZb/tQvORX44hAUr12okgYFwji8ffwxW7D5g0YwZGy5ArRJDh8LQrnC0K9kjNXp/OrHZ2dqK4wtLwGKqhYYzhs0H69ERk/Hlk8YahIYpMt6ePRc/+/716sNLI2yvvPIKzjr7bHzpS6ruDwGwecM6LFn4GX73l4cQkLQ3f0XBiw//GVf/+DYMHavGkUiUYO6rTyOvuASX/exPxkPx4OZV2Dr/PZzz84cQLlODkZVoBBtevR/DL78JvcaebpxPzQf/QkHf4Rh00Y8MF0XD+nloP7AVg796J6SwZvloqcOhhS+gz5SfIVw1AoD6AK1b8C8UDj8TxcdebPTZsmE2OFNQfuYPDHXeWH0N2rd9hrJJ3zesMZzJaPniDRSMvgChvuOM/ds3fwRa2AsFYy8zyUftRij1NSg8/hsm+Yi2oWPLh8gbcykCpWbGSGTLxwj0GoHgwNOMdfL+L8DlDoRHX2ZV5923AqFRl4Lml2nnxBDbPgeBfidBqjQTQeQ9S4BQIYKCNYY11YA17lKDhXXFYE3kLjD4HFCNEAGAvHsRaHE/SP1Mywc7vBE82qK6grQx8Y5GKPtWIDBsskmINMsNrR4HKoyJHVgFIoUgDT7bGBNv2Q/esEPtUyNEXIlBqVlgIUQAVFXjwipQYUy8bmscIfKRfQwePBiVlZU4//zz8Ytf/AIvvPACVq9ejWXLlmWFNxCeYhWvn/zkJ3jkkUfi1re2tuLLX/4yPvnkk4wH5YS9e/eif//+WLBgASZNmmSs//Wvf425c+fi888/j9vnD3/4A/74xz/GrQ+Mv9bwqXLOAbnd+BHo4LE2x3UI5FtrrjBZ1RAJhF33129uPNpqmD6NdnIHoJVEMNa5jUnbX+/PfUyKqhURyLO2dTg+5HY1q8AypghAKGgozzqmWBukvJK486RacJ1+rizaChLMVzMTNHElfUx6zIA4J1Trk0gSCJWgdDSChktUYTVdtj2mprJKoQLznAgFjzQjUFxp9EmoBKW9EYHCClBKQCUKSgnk9kYE8ooQCIVANNMIpRws0oxwifqmQAMUkkShtNUhVFIJKhFIAYpAUEKk8RCKKqpQEA4gHKDIDwUQ62hHmHKUl5chP6SOKT8kgbXWo7padW8UBCXkByXEWhpQWq6mdheHJeQFKFpbmlFSWICivBDyA+qYQhJBe30tSgIaoY22gnY0o/XAXuTnhaHUH4RSX4vIoTrEFAXR2ga07juMln2qtbChphF1e1uwo03GjjbVXfr0cV9CNvC9L1R34ZCCEIYWBtGrXxEUzlE+sBRFfYtR2Fd9YAcry1DcpwpSuUoqpPJqyPklQEEJAoEAeKgQLK8ESjAfhxuaUFxcjHaZo0NmiCgcjQ31CBeVojmiGCnc+w8eRKCwFO1a1fEOhaGhuQ2NjU0oKClHe1RBW1RBe0xBW10tSFE5IjJDe1Tdv/nwQUgF5UbVcqZwRFqawRgghfPBZAamWaDk1nrQvDJwxqEoatkNuaUOtKBcdbFp1i+5tc54oAMAVxQwOQKloxlSXolRs4wzBUp7I6T8UjChWCXraFJFQJmpkKi6bjlIIM9sp8jg0RbQcLGaHq+3jTTH3SNYRzMQCJvlDpiivojE2s3SAJrFkEdb4n77+pji73GyZUzq/g73M9s6zhTtHhe03ouS3OMs67R7nKUulXCPs7f1dC+XI2q2aYL7LleikFe/hMbGRpSUWO972UJTUxNKS0ux/8CBjI/R1NSEPr1753S82cDOnTuxYsUKrFy5EitWrMDy5cuxd6/6sl9SUoL6+vokPSRGyjo17777LsrLyy1kobW1FRdddFFGA8kF9IJZOpqamjBwoFVQiRCiqQtbYf8RuK6jAYDGT6NjWzuhAOJ+lAnH5LS/45gkQLiBJNzfdlNTxxSOX0cI4LC/SGiMdU7HoRJIIBTfNi/+xyfllca3C1oJmj4mWhAvZR4ojDdnBvJLDTIjjilYFL9/qKQybl24tNJyoweAYF4+wsH4eS4sj9+/tLxXfLuiYkiaNUL3EhFCUFRUBESEQqiEGsrFoBJAKYhEEZIoYpSqxE3rRwpICEsUIUoQsp1vptD70/smEkUAAJVU8qgT2HA4CFBquQZD4TBYIGCcj36uhUXFxrnrb1elZeXokK1SyCXlvdAeMx+oCuMIBEMoKIn//goqqtAetVaGDpdWQhb2B4BAXmFcpW1CCIJFFQb5MdoWVRhkRoeUXxpXUZvQQBzx19vaQXXiIx7f5bdHnH5n4WLLsQEYQb3W/anjb9fxt+/423W5xzn2mbt7nPj67XqP83rfdrvHObTtDHBuPb90++gJGDx4sBpHJ9SKXLhwIa6//nrcdddd7jt6RMrupw8++ABPP/00Hn74YQBAc3MzpkxR/bS5FN6rrKyEJEk4cOCAZf2BAwfQp08fx33C4TBKSkosHx89D7oFJvX97CSGGH/FbfZlyz4O2g9SimSB2e42ClNJjP6MFJ+VnEO1QOmBf/pHv4lTSbVoSSqxoaEAaCgAIhEQiUAKUkgBk9Rkk9iIfUoBqh4rSEEkYoxDHQsFkSTLmEW/v35e4rSIc8G4OkeJ5jAZnL4jp+/S2JbgWknUzgvSvX59+DhaMGnSJPz973/PSgZ1ypaa4cOHY+bMmTjvvPNAKcUrr7yCcDiMd999F4WF8Sw7WwiFQjjppJPw0UcfGQyPMYaPPvoIt9xyS86O6yN9EOqNMxOpe9zwKVHJjf7wo7YHmPigFP8vMw7FJSBXMR7WztvtVgoAACGqpQMwg/+0ZZ0s6HOrW0gkzf0lhSRQiSBEkUNLjWqdEY9JNIuROmRqkC9x7JZz0eMghP6dplCcN6fwIH3eZe2vnczYl/XvlDOVoFCmxe2g615z9XnS3UIJ21JqcUH5ODLAOE+ZuDv10RMQjUYRCsVb7UeOHIm1a9dm3H/KpAYAJkyYgBkzZmDKlCk49dRTMWPGDOTn5yffMUP8/Oc/x/XXX4+TTz4Zp5xyCh5++GG0trbiO9/5Ts6P3RPRU98O3cbt9XzsZCSXcLPauMXn6jcebrHOcKhhsup2y1lqlg0LQaCqpUbdTLVYJM2yIBHQkARJKzOQTej9SUQ9BpEEy5dkEi0iUcNNpi5LptVJgHgT5g7z4nSTThT3LFECJOcFGUO/vuzWJCcQKsW7iPR4MtYJg80ynM7HR+bgQMa0umdQGqCoqAhjx47FCSecgOOPPx4nnHAC+vXrh0cffdSSCJQuPJGaE044wdF0Gw6HsXfvXpxxxhnGuuXLl2c8KDdcffXVqK2txR133IH9+/fj+OOPx8yZM7Mi2JML9FRSAThbT2gG5+M0F+m5lBLv43wcF9eSR+erSFwCSQiTm8VGhNPD2mKxEQgAJ1SNidDPS7PS0KD60yUShRQMGFYTKlFIQQkhSpCXZXKXZ1hqCKSgZFhmpJAEKRgwiBYNBgxrjT5mw+0knB+Hs3UG8PbWmWyuA5Qgqv1fosQT3zGuCSauI/qgbG0TP+DTIQDZJkGUSmD2/iTJk1Wou6Enk0EfJj7++GN88cUX+OKLL/DSSy/h9ttvN0onXHTRRbjjjjswfvx4jB8/HqNHj07SWzw8kRoxoKerccsttxy17qZsk6Su6C8bx8zEkmMnOJ1h1VGF8KzrGHTLBAGDaakAiElkdBBiEARCJSAQMs6VBgNGfA0ASEGquZ9yGyhMtfgdAGZ8j060bGNUSY0wFoHg6OetzoE5Lzr0ectiZrorKCVQhAMRSpIeOJeWGC+kKNuWk+7e35EKMcYukz56As4880yceeaZxjJjDBs3bsTKlSuxcuVKLF68GE8//TQOHjxoaHulAk+k5s4770y5Yx9HPnJtiUpmGSJ60GyCdpmSFqf9pSSxQqIFIS5IOInKLzM9USoIVbOdqBmPIlpBqCSBBgOQNEIhhSTQkJR7UhOSzJiaYAA0GACVrNYkw/1EKTh1cj+5H8tpnizxNUnu4Op3ZPUPUUqQyfPVTnp02K+/RA9xJ8tJNuGTiJ4JzjlSVFdx7KO7YteuXRg0aJDjNkopxowZgzFjxuCaa9TyJ7t370YwmJ5WkCcDfHeeLB9HDjrLXUcpsZAVt+wn+zp7oLD+yQQMXLNQCI9gi0qo1r+e+WRkFFEjtdv6MTOgsh1Xo/enZz7pGVf2MRhxP+J4AZjVhE2Co5+3k5Um5fE5fCf2Za/fdWfFZfVkF7UPH14xceJE/OAHP8CSJUtc2zQ2NuLpp5/GuHHj8NZbb6UdVuLJUnPsscfijjvuwFe/+lXHqGUdmzdvxoMPPojBgwfjN7/5TVoD8uEjW7DHgdEkD3iikZ1U1MbbYwryHbRqksWEuG3Wg4Z19wzRA4WNzCEzrRuId/2o2U9qNlQoy6rpen/iMYB4F5glnRuwpHEDiHM9Wc8/8RgSzWt7zLuFglCAcgKukxcXNxMlxJIZRQgB7zEhmT56Co5099O6detwzz33YMqUKcjLy8NJJ52Efv36IS8vD/X19Vi3bh3Wrl2LE088Effddx8uueSStI/lidQ8+uijuO2223DTTTdhypQpOPnkk+MGNH/+fKxduxa33HILfvSjH6U9IB8+ROTyTTaRbokIt1RuHUqClG7Amq6p3rzErB91mXNThI8TYvFAiZYNUEEDBgAJ6EG66nJjLAYppFpRQpRgh1YWwxhL4y6jeJ8XsKY9huR9iBLskSMYIBWAhigIJWiNySiSJMMFpY5RI11iKreNKXJCtPM258ie+STOlRuZ0efdaf7t35sc1yIehuR+DoiL7xrykQjdmJNkjF69euHBBx/EPffcg3fffRfz58/Hzp070d7ejsrKSlx77bW48MILMW7cuOSdJYEnUnP++edj6dKlmD9/Pl577TW89NJLlgGdcMIJuO6663DttdeivDxe4dNH56OrzdpdqVGTjkBatmB/uKZTJVsX4FMURS01oRGC5pZWNB6qR5881b1zuKkFHy9dj4uH9QeRKA61tuPpdVtxU//BkIISOqDg9bZas185AmXvktRIzYEvQMIlIOFihCjBzI469GaFKJNUXZo3N+7GRaUFGN+/EkSi+HxzDQYMkjC0Vx8QSUIkGkVLXQMq+hWbFhqQtNRP7XPpJdMsF3DLhsq4X49ZSWbpka7Rq/HJWfbRFZaaefPm4f7778eyZcuwb98+TJs2LWFS0Jw5c3DeeefFrd+3b5+rAK4d+fn5+PrXv46vf/3rqQ02BaRkoD7zzDPx6KOPYuXKlaivr0dHRwd2796Nd955B7fccotPaAR0NalIF6pabXbTuVM6vkvqdybzKcZRpKoQ67RdtAA4PVi9PGxlRYGiPZQ4gEg0ho0bNhhva9FYDH++735NqI4iKiu46se3q8SASuAAbnzoBbREYkZa912fLEV9NKbG1IQo3m47jANK1Dgmq9sMRJqMoqbJwDkH76gHq1WLi4YoQTNX8HTtbjXLKiQhBo5fz1wARtSHLaUU37z3X2iPyQCVEArn4Vs//z2aW9uMOKD/vPQympubjZTu2tpatLWpFdS9ipAlm3dHReEUv2s3BepU4Xb9dl4MmcOxXX7nPQE99d7a3dDa2orjjjsO//jHP1Lab+PGjdi3b5/xqa6u9rTf4cOH8ctf/hI33XQTVq1aZazfvXs3WlpaEuyZGnpGrfIugNObCGdKXBwA59y1rad1nBmVrxO1dXs7chqTl+MnSjt1P6d4A77zOnNM4g1dbGusUxz2d1rHuUvbmGWZUhK3zhiTwzkxOQpKiCXehskqERDdU0osanVnEAKqrbdDjkYsyy2N9di/p8ZwU9XX1ePxB/4MQggYB5qbm/Dtb3wdzc1qUcr2jg5c863rsHfvPoBQMBD88P/9GfM+X45+fapBqIT73/gQs5auRUVxIQilmL2lBu+s2w4QVel3vxzFrPZ6NDBZy6xgYIfUau68vT5uzI5QIoASBTu8GVzuQJBStHIFC5sasLSxAVIwgEBAwrLdB/HE3BUgVELv8hIs37ILP3ng35poYABNLa248sYfIxKNqQQtGsVll30ZDVrhury8fHzn6q/iwP79xqHfe/O/2L9ntzFnciyGhkPWEimKIoPZLBsSIYBsfv96oLD+PRFiKkYzOWpcp9bvP/76cVpHuNO1z5x/O07XpNP1zGSAUIeMKtlxneP+9nUp/Z4Vx2yudO4xidBZ981UxtSV0LOfMv0Aao1D8ROJRByPefHFF+NPf/oTrrjiipTGWl1djT59+hgf6tEqf+ONN+Kpp57CokWLcNZZZ+Hzzz/H8ccfj8GDB6NXr1742c9+ltI43OCTGhs4Z1AOrgVv2GFZz5r3gu1bZq1eG22BsmuerXqsDGXfMvBW8wbMOYdSvw3s4Gprn+11UHZ+CjGHl8sRyLvmA9Fm25jWqG/atjEpuxfZxtSK2PaPAWbeRDlTENu9GKxpt2V/pW4r5L3LrH221SG6+QOLrgiXI4hs+QhMeBhyzhHd9wVi+9Vz0m+EcuNudGyebRkTi7Sgdc10QBHHJKN96xzEajdajh/Zvw5tG2db1snNB9Hw+XMWlxaLdaBh6SuI1teYDQlF88Y5aFw7S1hF0H5gM/Z//IQlrkNubcCuGQ9Cbms09+cMez/9L+rWfWbJfqld9zk2z/iXZUxNB3bjw0d+a7lhxjra8cG/HkDNhtVGSvLqBXPwxxu+hpIytcjmptUrcePlX0J+YTEUBuzbsxtXX3ohvli5HBOOPwFt7R345jXfwLvvz8TEiRMBAHc98Hc8/8b/MHzwAFBKMWf5Gtz1wtsAgLLiQrREZfz2vc/UeQFAJIJn9++GDI4oOMBk8MYaIKq+DfEOb6SGd2hzwxWwQ+tBJIIWrp7vg2s3gRECSQsOvnfGfKzfewhVZaUAgP+8+zGeeGU6AGDMiGH4aN5n+M4PfwxFUTDptElYsngxpn75EhyqPYiCwkLkFxTgG5d8CWtXrYLCgD4DBuKmqedj6bwPAQBUCuCl++7AwvfegqxZuCiV8P6jd2L/1vWWca967xVsnf+e5UHctGsDNk//J5Roh7YvATjHtjf/ikjDPsv++z99Ec3brL+Llm2fo27FNAsRUTqacPjTJ6C0C9cQIWhY8hKih7eri9rvom3rfLTtWGQZk9y8Dy1r/qdWjBbQuuoNKK2HLPt3bPsUsdpNlnby4W2I7PjMso7LEXRsfB8sar75EkIQ2z4XStNe6/4H10E+sMYyJt7RgOj2OdYxEYLYto/A2uss+yv7V0Kp3249fvMeyHuWWokEkyHvmAMebbWMSdmzGKzZOvesfiuU2nVWwhJtgbxrvm2eCJRdn4HbxsRq14LVb7OeU+tBKHuXOZK47gKWpQ8ADBw4EKWlpcbn3nvvzepYjz/+ePTt2xdTpkzBZ599lnwHDfPmzcObb76J5cuX44EHHsAVV1yBsrIyTJs2Dffeey+ee+45vPDCCxmPzyc1AnjbYSibZqhxBGWD1XVyB+Rdn0LZOgtEi0XQiY+8YRpIsABEUvPpWfNeyBumgzXuAinqq7aNNEPe+gGU7Z+Alg9X1zEZ8p4lkNdPAymsVjMqNOITW/cGeLQVJK9M7bO9DvKmGZD3LAEtH6aNKYLYjrmIbXzHiI/QiU90zWsgUtiojMua9yK65jWww5tBS9UK5TzagsjGdxHd9B6kXiO0MSmI1XyOjpUvgRZWGXEc8uEt6FjxH7D2OkiFVWqfbYfRsfq/iGz5GMGq0caY2jfNQtvyFxCo0MbJOSK7l6N5wT9BqAQaVqsCyw01aPrscUR2LUGwWt2fdTSjaemLaFr0b4T7TTDmqWX9LNTO+hOCJX1BpCAIldCxZxUOvnsHooe3I1w5DIRKkJsP4sB7d+HQp0+iaIQq7MRi7Tg479/Y+eqvUThgPKhEwTlH/ZrZ2PivH4IzBaES9Zxa9mzC6sdvwp5PX0flOHX/aEsD1v7nbix99Ofod8I5AADCFaye8R+8/LOvIq9XXwTCanmQ7cs/w79unoptyxdgyPiTEGlrxav3/T88fOv1GHfKWQjl5WPma8/jF9+8DPv31OCCy67AxrWr8c0vT8bG9Wtx9nnnIxqN4rprrsIHs1RSdvLJE/HMCy/jzw+p5uERQwejtb0Dj732rlExury4EHM270Lf0iJIVBXyawVD3zx1XNWBICC3A0wGKewNkl+pLntBpAmksFqtXCyFQYOqCnCQEIwuL8XmhibjLa2iKB8zlqxDYUEeCvLUDMl/vjwNG7fXYPRI9Xp48+138NPbfofRY8eitLQUa1avwte/fBH27d2L86ZchP179+DGr12MObPexfiTTkV+YRH+fPN1+M+Dd0OOxXDaRVPxwt2/wFO3fR+Nhw6AEIKB407C8z+7GvP/8yDkSDtaIjL6TZyMeU/8AXP/ditaa/cAAHqNmID6Tcux5K/fRt2GxQAAKZSHcEU/rHrke9g3/7/Gg7j0mEnY/vodqJnxABSN2BUNOxX1K99BzRu/RsfBLQCAQGEvcMawb9qv0brlU3DOQQhBuPdo1H7wZzSueB0sppKovEEno2n5a6if/0/ILWqcU7BsIOSG3WiY8xCiB1RiRmgAUlE1Guc/hvatc40Hcaj3GLSufBVtq98Ci6gvPIFeIxDd9wValz4DpVE9TxoqBJGCaFv6HGL7VpmWqLLBiKz+L6JbPzbIQaDyGMR2zkd03ZsGYaEFvcA7GhBZ/SqUum3qmAgFLaxCdM1/Edu92JgnWjEc8tYPENsyC1wjUaRkIFjdFsTWvQHWrJIoEggDUhixdW+oL4waYaGlAyFvfhfyzk+NMdGyIVD2LoW88R1jTCSvFDzWpu5ft9WYZ1JYBXnj/yyEhZYNhbJzHpTtH5pjKuoD1lSj3pubrcTuSERNTQ0aGxuNz+23356Vfvv27YsnnngCb775Jt58800MHDgQ5557rucqAvX19Rg/fjwA4Prrr8eBAwfw17/+FZdffjl+/vOf48EHH8Q///nPjMfpkxqopmFlzxLIm94Bbz8MWjkGIBJY3VbI698Cr9sCkl8JUtjbJD57FwNMAa0cayE+iDZDqhoHgEM5uAax9W+CN9WAlg0BCReDNe9FbP1bYAe+AKQQaK+RAvH5GJDbIfWeYCE+vPUgpKoxAA1CqduqkpRDG0DyK0BKBoC1HUZsw9uQd30GMBlS7/Hgcgdi2+cgun46eEcDpD7HAQDkA6sRWfUKWP020LIhoPkVUJr2ILLqFch7FgNUQqD3OLBICyLr30F0wwzwaCuC/U8GZzIiOxegbfkLUBp3I9h3PEgwH7FDm9Gy+GnE9iwHzS9HoHIElNZDaF3+AtrXzwCXOxAedBp4rANt62ag+fN/Q2k5gLwhpwOEIFKzFA1zH0J07yoEq0YiVDEIcv0u1H38N7SsnQFCKAqGnwWlvRF185/A4bmPQGmrQ/GxFwOco3HlNOyd9mt07F2DopFnI1BQhtady7DrlVtRv/IdBIp6oXjk6YjU78WO//4/1Lz7MJSOZlSd+lUo0XbsfP9xrHv6J2jbtxV9T78CRApi/5KZWHzv/2H/kg9QPnw8yoeNQ/2O9Xj/zuux5KWHwRnDyMlXor2xDrMevh2v3fF9NB7YjTOuvAG71q3EX667FJ9NfwUA8KWvXYsPp72K/zz4J8RiUYw7cSJ69e6LhfM+Rt0h9QF3zpcmo6W1BSedPBGSJKGwsBBjx47Bt//vWzjj1JNx7DEjMHzIIBQVF+PWb12BcDCIW6+8GBXlZbjilGNRFA7hJ+eehCsnjEBpXginV1UgSAieHDpWJSQVw9WspLLBoH1O8PS7IOXDQPucCChR0MoxCIQl/HnQSIwpKcbIsmIc268ao3tX4OErz0dLRxS3fm0KSDCESyediHEjhuBbUy/C6JHDMHrkcAzs3w/FxUW47Rc/AyEEE085BQDQp19/1DfU45zJFwIAOtrb8M4br+Bw7QGcd9nXAADTn30cT/3xlxh76tkoq+6LNfM/woPfvgQrZ0/HmLMvQUFpOZZPfw5v/PJK1Kz8DHnlVRh++oXYt3oRPrzjm9j0/gvgTMGg87+Bjrp9WPXkr7Dh5XsQbalHn9MuB+cMNbP/hfX/+gna9m5CYf/RKBxwLBrXz8GWZ29Cw9oPQaQAyidciujhHdjz1u049NmzYLF2lE64DCzSgsOfPoHaD/4KueUgCoacAqmgAq0bP0Tt+39Ax97VkPKKkT/4FMRqN6P+4wfQtukjcCYjf/g5YB2NaF7yHzQvexmsoxnhQacAhKJjy8doWvgk5IYaSMV9EKgYhtjB9Whe9CSie5YDhCA04GSw1kNoW/kSOjbPBpcjCA44GVAiiGyZjfZVr4G1HYZUMQwkrwzy/lXoWPEfyIe3gATyIFWPBWveh8iqVxCr+Rz8/7d33WFyE3f71WjL9XO585177xg3sLENCQaDTSeEkoSAIUACgZBgEloSTEkCoQdCDQHSCCX5gBA6BlOCacYGbLCxjbt9d25XfXd7K833hzTSSCtptbva2727eZ9nnztJo9GMViu9+pX3pyoI9Z8GdLSgY/3LiH31EmisWb//hKDs+Fi7/zTtACnoBVI+FGr9JsRWPQWlbhUACrn6QNC2enSsfR4dm94CjbdD7ncAoMahbFtmEBapdCCkgt5Q96w1CAtIGKRiHOj+XYh/+Qzi2z8CVeOQqw4E4q1QNr2J+IZXQWPNIH1GAXIEat1nBmGRoqWQeg0FbdyG+JpnoNSt1sbU7wAg1gRlwyuIb37bd1xZZ4HSYD4AUFZWZvlEo9FAxjh27Fj86Ec/wvTp0zF79mw88sgjmD17Nu68807ffbCXoEgkgqKiIlRWVhrbvvnNb2LdunVuu/o/RsY9dAeocdB4KwAKSDJIxTiAqqBqhxZXAID0m6hbVBTzDaD3CEiRYkCNAzEt0BGhQki9RwCqor19sDeIqknaW5MaB3QzLKmcAImEAKoYrgGpqAJSSbXWjo0JkvajpKrmVtLftOWqAzU3Dzcm0ns4pGiZNidm7g0VQK4YC6iKNh/dNRXqP1UfkwKqu7tC1ZMghSKA2gGqvxFKRX0h9x4GKB2gHfu18UJCZOBB2luXEjPaRgbP0Kw8ahyqbpYPVYyGXFIJqsSgtjcDoJBCUUQHTQdUBWpHG2iHNqeiUYcb50nZr72pFQ6fBRItBlViUPZrrpNQaT8UDp6mZfS0NRmurfIDT9D87R1tiLdo+/eZegIkOQQaj6GjUSMRJcMmo6T/KKixNnQ07wWoChIuQPXME0DjHVDa9yO+vxEAMOKo72nnMR5Dy24t7mP4nGNRWN4X8fY2NO/RXI2lFdUYO+do9B89Eb2rBwAAxkybierhozFl1jcQCoXRt181jjj+WwiFQohGoygt74Ujjj4Gh809Er1698HLL76ASy79KW695RbIoTA+WL4C73+8As///UFcdM6ZgETwl+dfx0nfOAi/v+QsDKjojaZYBz7YtANHTRyBuaMGQ47IWNvagpEFRSgriGhvytBck1K42FqCwQMSkY1rCfFWyGEZg4uLcGDvcny6tx6STPCNkYNwyrSxAIC3V28AiIxHfnUxfnT68Xj4qf9ApcD0yZPwv5efw4D+/fGPJ58GkUM47vgTcOcf78dHHyxDaVkZBg0ZimkzZ2HyQTO176yyCnNPOAXRgkKEQmHMOOoERAuLcOi3tO9CURRUjRwPEopg2vFnAgBa9tRCibWDqioOPP4srV2sHR0tjVBi7eg/bS6ivTVBr/b6OqixNoRLeqNyylEAgFh9LaB2gBAJlTO1OAOlrQlqrBVU6UCvSfMhhQsAqiLeshdqRxsifYehYID29hlv3gWqdEAiMkrGaX0qrfWgcW1MxaP1zBE1DtreDBrvQKR6PEhxhba6tR5UiYGEC7XfBlunx0VFhx6iX4ftxr0l0n8ywL7f9iZQJQa5qC9kZi1ta9DicSQJoQHTjOsASgcoVRGqngxA0u53Hfu1+ZcPhlTYR2/bBKrEIckRyP0m6uuatTlQjcBoA+3Qx6SA9B0D6JZixFoAtQNStBSk1zBufwWSJIFUTdLn1KrfKynkyonamECtVsYi/QGoH18iIe0FFAA6WowxkX4HGOcZSpt2rF7DNYsjAHTsN+7L+QKW/ZTpp7MxY8YMrF+/3nf7xx9/HCtXrkQ8nnj+i4uLsW+fz3g/D6RMao444ghcf/31Cev37duHI444IuMB5QK0oxm0fhOkPqNB+oyEFC7U4wjWQCobpBGNXsO0YKx92o1bKh2oEQ0AtHUvaEsNpN6jdKIi6wGWa0F6j4RUOgCkuB8ACmXXl1qKbHEV5MoJADQXEW1vBOk9AqTfJI08xVqg7tsI0neMNqZICUBVKHVfaG84xf20NxUA6t4NAKUg5UO0Nxpobiu1cSvkinGQ+x2guciUDsTrvgTpMwqkdIChPxKvWw0pUgpSOgCh/lO0/Rt3aG94FWMRHjBNG1PHfsR3rUGoaiJCFWNACnsBVEVsx0rI5YMhlw1AuFq7SXXUrQWUDoQqxyA6dBYAQNm/Fx27vkJk4FREBx8MKVwAqsTQtvl9RPpPQqj3UIT7aQ/I1k0fgERLEKkcjeIx2nUV270Rsb2bUTR8FkrGzYdECJT2JrRseAfFo7+BwiHTEek9CFAVNKx+BQX9RqGgeix6H3A0iCSh6euPEN/fgPKxs1E54xStz4Ya7FuzDBVT56Ny+nyEi8qgxmPYuew/qDhgDsqHTUD15ENBKcWm/72IUEEhBk6aifHHaA/X3Ru/wM61KzFx7omYfuJZkENh/O/ff8W2r77Ad666GYef8n2oioK7f3kpRh84Db95+Al885gTUbN9G+675Te48oabcct9D6FfVTX+76knsGP7dly26HKc84MfgEoS7vjD3fjOKSdh8ID+GDZ4IJr3t+Hfr72Ds449HJIsQw6F8NaXm1BWEMXUoVrQniQTfNnYhLHFxZBkCU/u/EAjirFmIFKc2o8jXARIMq7f8YGhIDy5Ty+srNunPZQIQUE0gqMmj8Z/P/gcEiGIRCP43vHzULt7L5YsW47qfpWoruqHXyz6Ge6+934079+Phef+AGec+X3MmDUHv7/hOqiguO3Bx3Ddnffjg7ffxNIXn8OQkWNwyW/uwncvvQoPXXcZ9tbuxCHHn4GZx52GfkNH4rU/3QpViWPygtPRf+wU9BkyGl+98W9QVUXfYWPRf9IhGDr7WGz+3wvoaGkEkUMY/M3TUH3wfDRu/gLN27UYlf6HnoqyEVMhR4uw57MloJSibNQMFPUfi9JRh6D+81cgKR2QC0pRPv5IlI47Avs3fYx4o0ZmyyYdj8KhB0ONtaBt20oAQPGobyDcdwTCfYZj/4Z3AKogVFaNaP8DUDBkBlq3LtdIpkRQOPIwRAdORbxxB+L1WoxYwbBZCPUZDhIpQWy71meo70jI5YMQ7jcese0rNAIViiIyYCpC1ZMQ37vRiHuLDDwIcp+RmsV3t+4u6zcepKQKpGwg4jWfAaoKUlAOuc9IyJXjoez5CjS2XyNA1VNA+owGbd1nuGxCVZMglQ6AFCmBsnsNAEAq6Q+ppBqkzyhtndqhudAqJ4L0HQO1absRmE6qJkEq01zg6j7NtUV6j4RUVAmpdCDUXV9oBCRSrN2j+o6Bum+jfp40AkR6DQeNNRljIhXjNBdptBzqnrUAKEhRpTau3iOh7l0PKDHN/V0xHlLvkaAttaCte1L7HQg4YuXKlejfv7+vtocddhgWL16M6dOno7S0FPv378fixYvx4IMP4qOPPjIyIDOFRFOsgUAIQd++fTFnzhz84x//QHGxdpOsra3FgAED0ipA1VlobGxEeXk5QpPOhCRrfn/a3oT4uhc0QjHgYCDeBoSiUL7WTLmhUcdobwXhQi1Yt2YFQqOOBcJFkMKFUPfvhrL+JZD+00H6jtXayiHEv/ovEC5GaORRep+FULYtg1q/CeGxJwGSBClcBLV+M+IblyA0/EhIJVWAHAE6WtGx9jmQ8qGQB88G4q2QIsWIr38VNNaE8NgTAapAChdpsT3b3kd47AmQIiWQwkWgbfsQ++IZhAYepLmd4jGAyIiteRaSHEV4zHGQ1DikSBE6Nr+L+O41iE48DRIJgxSWQqnfjPYvnkNk9HzIvYcCJARJjaN15eOQew1GdPR8QGmHFC5C25f/gdq8C8XTzwalKuSCUsR2rETr2pdRPPVMyMUVkCLFUFt2o/mjRxEdOgsFI78BxGMg0UI0vv9nQCIon3UBaEcr5KJe2L/mFez/+l30nXs5pHABQkW90b5rHfa+dQ96zTgLRUMP1oJ+qYK6l25EpGIEKg6/BLS9BaHiXti99I9orVmDIafeDIlIiJb2QcOat7Dj1T9g2KnXo7BqGEJF5Yg31uKrxxahcvoxGHzUD6C2NSBSUoYvHrkKSqwN037yByDehtI+FVj/0l+x4ZW/Yf6vH0Z530pIReXYtf5zvP67i3DYD67AlHknQlUU7NmwCk8svgjn3/wgxs38BgoJ8PrjD+H1Jx7F7f96Hf2qqlAYkrD4orOhKgoe+MfTiIYIEGvH3JlT8aOLf4Kf/OQnKAwTrF27FtOnTcPHS1/BpJHaw+Cv//gnrr39Xqz7172QZRlqwx5cdMtD2N/civvOPhatu+rRWrcPR//9JXynsj+OqeyHxq1N+FbfSYiv+idCE07TCHIK6FjzDH4aLcYpY7X4rVjvMI565W28+5PTMbR3GQore+E/azfjmsdfxYa/3YxQ70rI5X1xwXV3obG5GU88fC/USDFiJIpJ0w/GRRf9GOdfdAnaFYpVq7/AsYfPxt+efQkTpx2MlpiCpx59EI/ecwf++J+lKCjrDVVV8duLF6KluQkX/eHvUBUFe/fuxR8v+jbGzD4aR5x/JXbX1SEWj+PZX56N/pNm4vALF2Pf7jqQwnK8d9/VaNixCQcvug+KqtXO2vnhq1j/zN2YeP5tKB06EW31e9DetA9r/rwIVbNOReWs0xFr2geQAmx6+peQ5AgGnngtlLZmSNEy7P3gH2j44nX0P/E3kEsqobY1IrZ3M+pevQV9Zv0ARcNnId6yF5RS7H7994j0HY6yg74Ptb0JUrgQjR/9HR37tqD80IshhSKgqoLYzs/R/Nn/ofSghQj3HQGltQE03oamDx5GZNBBKBw1F0prA6RwAVpW/BOgCoomf1fLrJLDiG15H7FtH6FoyveNOBTaWo/Wz59GZOQRCFVN1Kw0REbbZ0+CFPVFeNQCoKMVCBei4+s3oDZsRfSA00BJGFA7oDZuQ8eG1xEefSzkXkO0PtU4Yqv/DbliDEKDDtEsPHIUHetfBuJtxv0JJAylbhWUHcsRGnO8Fq/TsR801oL4uhcgD5wBuXKCtj9xuWdufQ9qw2btnhku1KzCzbWIb1wCedhckPIhmpWXqoiv+y9I+RCQgYeY9/GNb4DGmhEafazmnyEy1D3roO74CPLoY0CKKl2ve6rEEP/8H2hoaEBZWVmaTx1vsGfSFxu3ozTDYzQ1NmLC8IG+x9vc3GxYWaZOnYo77rgDc+fORZ8+fTBkyBBcffXV2L59O/76178CAO666y4MHz4cEydORFtbGx5++GHcc889ePXVV3HkkUf6Hue6deuwfPlyfPLJJ8anvr4ehGgxj5lyiLTcT6+//jpqampwyCGHYNOmTRkNIJeg8XbEv35Ns3oMOFhz5YQKoGxdBtrWgNCIeVpwargQav0mqDuXQx42F1JRX0jhQi376evXQfqOhcwsNHIY8Y1vAJAQGn6EJp4WLoJatwrqnnUIjZwPKVKsrdu/G/FNb0IeOBOk11AtuFeNI77hFUiFfSEPnqUFxEVKEN/6HtT9uxAefQykUFQjNPWbEd/6HkLDjwQp7qcRmlgLYl+9ALliDOTqKZqrIRRBx4bXAFVBZMyxIKEIpEgR4jWfIV77OaJjjwcpKAcpLIXashvta15AeMhshCrHQo4Ug0gEbaufASnsheioo7S3pkgxYhvfglK/FYWTToUULgSJFKNjz9doXfMSCieciFCvwSDREtBYC1pW/BPhfuNQMPKb2jmJFKJ55dNQY/tRNmMhJDkEuagX2jZ/iJav3kCvQ85HqLQfQkW9EW+swb7/PYjSCQtQPGIOSLgQkkSw+827IBeWo+IbF0GSCOSiXqhf/hRaNi/HgON/jVBRLy2+Ztsq7Hj1Dxhw1CUoHTYF4eJeUFqbsOGJa1E2YioGzzsXkiQhXNIb6/99O9r21uCA836nBZKW9cHOj17D2ucfxuxLfo++Q8egI1KKptptWHrHIhxw7Pcw8ahTEY4WYn/DXvz7pstx1Lk/xfhDvglJkrDxy8/xzIN34qIb70JJH83N8PbLz2P5e+/gFzfeCuhCdH9+8D6EwmEsPO8C7dqkwB/u+gPmH3UUJk6cYKjy/uXf/8X3T1qAUFirgk0lgldWrsNRk0aCyFohyWZFwabm/ZhQXgY5LEOOEN29KZkm+BQgRcpQiw6tr7CMyrIiDC4rxvJtuzRtGlnGgoMmYk9jM5av32rUezrvu6fgudfeQu3uvQAhCEci+Plll+Guu+5CW5sW0zBq7DiccdZC3HTt1VAULYD01IUXYOCw4Xjopl9DoQCVCH54/Z3YtWMLXn7kDwhHoyjr2w9nLL4Xn778ND579V8o6tUXRb0rMffnd2HzB6/jg6f/hJLelZAIwcwfXo9wYQlWPvRLkFAYcqQA/WcdjwGHnYov//ZrtO7ejnBJbxT2G4YRp/4KO9/5B/atXopwcW+QcBSDT/wVOpp2oXbJHyEXlkOSJPSZ+T0UDToQtS//Dmp7E+TCchT0n4g+s8/D3mWPoL12DeTCcsgFpehz2I/RtnM1Wr58CXJBGSSJoGz690AKytD40V8AACRcgOigaSgcNRfNnzwOpbkOJFoCubgCxVPOQPvm99C+fQVItAQSCaH4wFNBO9rQ+uV/Iem/h8iQWQhVjEHr50+DduwHiRRDLh+I6NhjENuwBGrDVu3eEypAdMLJUBp3IL51GaRIkXb9Dz8cUmEvtK/9r/Ebl/uMQmjQTHSsfwXq/t2QwkUg0TJExhwLpW41lLpVWrIEkREeeZRGLr5eAsja9SlXHQjSd7QeB9Oi7V9cidCwuVC2vQ+1frOebBFBaOR80NY9ULYu09z4kqTdAwv7Ir7hFe2FMVQA0mso5EGHQNm0FOr+Xdr8I8UIjTgK6t71UHetNs6JPFS73yib3gTksG5FGg9SMQ7K168bbvNcI8jsJ7/4+OOPMXXqVEydqsXYLVq0CFOnTsW1114LQBPV27Jli9E+Fovh8ssvx6RJk/DNb34Tn376KV5//fWUCA0AjB49Gt/5zndwyy234PXXX8fevXuxYcMG/POf/8SVV16Z4iwSkRap6d+/P9566y1MmjQJBx98MJYuXZrxQDobVFWgbHpD8xUP/YapXVH3GWj9JoRGHAVJfwCoLXVQNr8NedAhIGWDtP0NQlQJMuAgbR2lOiGqR2jUfDMrat9GKDs+Qmj4ESBFfbW27U2Ir38FpGKc6aumagIhAgCl9nOou7/SCI3+lq227EL869chDzpEi3eB9mbRse4lkMK+CA09zMiqim/5H9SWOkTGHGfEVyj7NqJj8zuIjJoPUqKpQartzWj/4lmEKsYiNHC6Maa2NS8AqoKC8ScaKaaxHSsQ2/4JCg84RXNDAVCa67D/8/9DwYhvIlKlkTyqxNCy8gmQot4omngCiByCRGS0rn0NHXu+RtmMc0Ai2nmO1X2FppX/QvlB30OkQosJUNoasfede1Ew4ECUTDzeGNPe9/4Eta0JFUdcZpznprVvon7ls+h/zFWI9NJiWmL127H1P79D34NPRa+JR+rnqQOb/n0jQsW9MOyky41U8a1L/oq9XyzDpB/+HpFSTUhy77qVWPHYbzHl7KtQNUFLsW5vbsAbt/0U1RMOxrTTL9aO07ofz/72UoycPhvf+I5GTNpamvDnay/FvDPOwZQ5hwMAmhvqcc8NV+OHl1+D/oM1y8e+PXtw/x/uwM9/eS3CkSgogB07duDxx/+BRT+71KidtGHLNrz9wXKcffICQ8ju843bUdvQhCMPGGnUX1q9ux4FsoxhpZr7iURkLY4hXOQ7noaHFC3FTiVmuJ+ILGFa/wos315rHLO8pBjfnDwOzy/71CiPMHPqgRg/ajj++vSzRjr9WWd+F5Ik4fF//N2IAfjZFb/ExvXr8NKz/wKgWYN//ru7sOy1F/HRm1omWHGv3jj/hrux5B8PYe1H7wIABoyeiGN+9hu8/sBvseOLT6CoFL0GjcQ3fnoLVj/3ML7+30sAgFCkADMv/j3a9tVizRO3GBlBQ+f/AL1GTsOXj12NjhYt/qt0+BQMOfZSbH3hTjRv1UQHQ0XlGPKtxWje/An2fKgFf0sSQb8jLoFc1Bu7Xr8dVNc2Kh45B2UHHI/db92DjgbdbVNahT5zfoTmNa9h/8Zl2v5yCGUzzwWNtaBpxZNGRlDh6CMQrhqPpo//asSZhXoNQdHEk9H65QuI79uk7R8uRPGU70Cp34L2DW/qY5JQMPpokMLeaFv9jKGNE64ci8jQOWj78nmoLVpMGSkoR3T8iYjXfKq5oqDFUEVGHwNQBbH1rxhjkqunQK4Yg9jaF8zYvZIqhEcehfjWZVB0+QtJjiA8+hio+3chvuU9I0spNGQOSJFGTKguBkl6DYU8cCbim940xiRFihEaOV8jJrr8hSQRhIYfAUBC/Osl5pgqJ+jEZIkZ+1fYB/KwI6DuXA7VGFMY8oh5oG0NULa+Z2aDDTgYUnEV4rpFvifi8MMPd9S6eeyxxwAAjz32mOXZfsUVV2D9+vVobW3Fnj178OabbzoqDKeD4cOH47TTTsPvfve7jPtK+Q7HHv7RaBSPP/44fvrTn2LBggWBpGJ1FjTy8T/QWAvkEfO0YF1oGglqzUrIw+dCKtQearS9UbPGVE7U3EvgCBEJG28CAKDWfQ5av1GzxjBC1FyL+KalkAfPNlOq4+2aNaa4H+SBM8wxbfkfaOu+REK0/QOERs4DKarQx9SEjvUvQ64Yj5AeaEepio4NrwOShPCo+Rwh+gzKri81QhMt1cdUh9i6lxEecqgZUKjE0P7lc5CKKxAeOdf4nmNfL4XaXIOCid/SLEREhrJvE9rXL0HB+OMR6jUYEpGhtjdh/2dPIVI9ARE9hoZSFS2fazfXkinfMc5z25YP0bb5fZQefDbkYi0gMd64E40f/gXF4xegYJAe0BiPYd+7D0AurkCvg88yxtS48t9or1mDynk/h1ygzal1++fY8+5DqJx7CQoHaLFK8f312PbsDSgdcTAqD/kuJCKBUhVbntf0aUaedi1IWHND7lrxKrYv/SfGL7wBRf00stFSuwWfPnQ1Rh9zFobMPk47n7F2vHv3L1BQ1gezf7gYEiGgqooX77oGkizjhMt+Y4zzX3dch8KSMpx68RXGtffo7TeionoAvr3wfEM99/67bsXwkSNx7EmnGO3uu+8+HDh5Mg49VEsvh0Twt6eewSHTJ2PcyGGGqOHLH63CzDHD0KesWFMWjoSwek8DJvQpQyQaghzRrCs01qIFtaeDaBl2xmNaXxEZEpEwfVAVlm+tgxxhxSxlnDBnOp5/b4U+Nm3d+d87FY/840moqgpIBNGCQvzsskW4+87b0dHRAQqgT0UFfrzoCtz12+vQ0tIMlVIMGjEa37345/jzb69Gc2M9AGD01JlYcO5P8LcbFqFpr/YgHHfoAsw49Ty8dNsiNO3SSET/iTMw9eyr8L+HrseutSv0KfTBwZfcjt2rl2HjS4/qp5Rg1GlXIFLaB189vhiqLtDXd/JRqJp9Bjb/342I7dO0naK9B2LQCddg3yfPovHLJdr+chjV86+A0taE3W/fZzxwSyediMJB07Bn6d1Q2hohERnRqrHoNeNsNH7yJNprNW0mEilC+awL0LF7A/Z/+bLWpySh+ICTQYr6omn530DjWjxIdMCBKBg1Fy2fPg2luU7bv7AXig48DbHty9Gxc6VxTRROPBmgCtrXvmiMKTzoYIQqx6P9i+f0YH1ALq1GZMwx6Nj8jqE3I4WiiIw9AWpzHTo2mWnqoaGHgRRVaMRGJyZy7+EIDZqF+NdLOGJSohGbPV9BqeWIyYh5ACTEN75hEpN+E0EqxmlWHJ2YkKK+CA0/AsqOj6GyMclhhEbNB21v0O6RFmLSz0JMSNlAzYqz+W2oulaYFC5CaMRRoPWbodZ9Zpxneeg3IMkRKJveyLlAH0UA2U85nUH+IGVSYw/B+dWvfoV//OMfuP322wMbVLah1n4G2rhNs8YwPZfmGihb3tXIR6n2lk/jbZo1pnQASH/9QcsTouFH2gjRCsjDjwBhhKitAfGvXwPpdwDkCl3PRVUQ//p1gIQRGj7XJES1n0Ld97VGaDgLUXzTUoSGzIHM9Gji7Zo1prgf5MGHGGOKb34XtG0fwqMWGIRI2bsB8a3LEB41H4RpzLQ3on3t85D7TUSo/2R9fxWxr7S32uiYY40xdez4BB01q1Aw8VsgBZqPVmmqQesX/0F0xOEIV4wxxrT/s6chF1eiYMwC46HeuvZVKA3bUTL1e1rWCIBY3Vrs/+IFlEw+DeHe2pyUtgY0fvAoooOmoFDPEKFURf2HfwGNt6PPoRdC0i08LeveQtOa19D38J8iVKrJc3fUb8OuJXegz0FnoHQ006hpx44XfodweRUGHHWJMaaat/6C5s2fYsQZNyBcognFNWz4BBufuwujTr0C5SO0cxJr2odPH/wF+k2ag7EnnAcAIKB496Hr0d64F4f/7FbIEc3q9fG//4Rtqz7Gt665G3KkEIpK8eHLz+Czt17BeTfejXAkCpVSrP54GZY8+yQW/eYOhELadbN100b887GHcdV1vzF8yvX1Dfjzw3/Czy67TCtcKRGoqoq/P/V/WHj6t8wK2ETGSx98igUHTwTRC0pKhODz2r04oLKXxbKCjhYgxVgaBilaih2xdqM/OSJj+uB++LJmD1pica2QJZFx3KHTsWbLDqzdslMr5SARfO+UE7BtZw3e+t8yUN3idPY556B1/37831NPGMf4zrk/RLSgAP/8kynZfvI5F6JXZRX+etsNxrq5Z16I/iPG4onfXo6ODi2DYs53foyBE6bj9Vt/ho5WLeNv6JzjMOnEc/G/e65AS81mAEBx1RAceMHvsGXJ46j5ULveSSiCsd+/HvGWBmx89lZAopCIhKpDv4eyUTOx6d/XId6iBboWDZyA6nmXou6tB7F/66cAALmgFFULrkHbzi9Q//GT2vmSJPSeuRChkkrsffteqPoDt3DIQSiZeBwaPnjUsOLIxX1RNvNctG78H9o2f6DtT2SUTP0uoMTR8tm/DBIQHTobkepJaFn5BNQ2LTNPLhuAwgknoW3d6+jYraXDSqEoCg84FUrTTsS+Xmrq54w6AlJxBdq/fNawLIX6jkR4yKGIrXsZKiNL0VJEx50AZdeXUGoZCSAIjzoakIimS6OTALnqAMgV49Gx/mWOmFQgPHIelO0fQNEDgg1i0lZvISbywBkaMdnwiklMygdDHjwb8U1LoTZzxGTkfKj1GzU5DLgTE9J3LEjlRN2Ko50nqbA35OFzodashLpvg36eQ5oVJ9ai3dPTKUgWENgLTqYfgTRIzcaNGy255QDw7W9/Gx988AEeeeSRwAaWTdBdX2iEpEB7qNG2eigbl4BUHQjSZ7S2To1D2bgEUqgQ8pDDTPdUzUrQxq26e0oTOHMjRB0bXgEpHQCZd09teVcLXBt5tEGIlL0boOz8BKER80BYKmV7I+IbXgXpN9HIkqKqgo4NrwJy2OqeqvkU6r4NGqHR38bV5lp0bHgdoaGHQTaEBNsRW/M8SEk1wkMPNcbUsXEpaOteRMefpKVzQxPd69j0LgrGHw+5REuDVdsa0brq3wj3PxCRQfqcVBWtq58FABROPNlw5bRv+RCxHStQPPW7IIXaeY437kTzyidRNHY+ItVsTh1ofP9RyKVVKDnwFMiydk6aP38OHXs3ofdhPzbcU23bP0P98sfR97ALUVA9RrMatTag9uWbUDxyDsqnnGycp9rX74La0YaBx11pkLy9K1/C7uX/wfDTFiPaW4vYb6vbhHX/vB6DjjwLlVO0LCu1ox2rHvklCvv0xwHfv8r47j/79wPYueoDzP7ZnYiW9gIAbPn4LXz874dw7C9uQ3Gl9t3v3bEV/75jMU669FfoN0SzhMXa2/DwjVfixLN+iOHjDoCiAooK3HPzjZhz+JGYMfswwx3z18ceQb+qKhxz3AnaCongrfc+QO3u3Tjt+PmaK4cQ7Glsxodfrsf8gw8w3EAkEsJntXswqaqvEQPD3E9SOD1LjRQpQ7OqoJmqWn/hECb0r0BhJISVO3dDkrV6VIOr++GgcSPx/FvvG+6mXuVlOO2k4/Hnv/zd6K+gsAgXXnIp/njXbeiIK1Cpplvxs1/diL8/cA92bt8BRaWQQyFceP3tePeF/8Pny96CSimILON7v7odtRvX4b2n/oS4SqFAwpGX3AiJEPzvgWuNQo+TT/khBkw5FEvv+BnaG7X0/t6jJmP896/GV0/fjvp1mmpwuLgc4875HZo2fYrtSx7T5ixJGHTsTxApr8KW//wWaof2wC0bexj6zvgOal65Fe17NLIULqtC1fyr0Pzlq2j+6k1IsgwSiaLvNy8BVWKoX/ZnY0zFY+ehYPA01L/3EKhuMQn3HoLSad9Fy6rnEavVsopIuAAlB52FeOMOtK4xrTiF446BXNIPLZ8+ZZCAcOUYREcdgdbVz0Fp0iQHSEEZCg84FR01q9Cx4xN9f4Lo2GMBSGhf+4JBlkL9J0PudwDa1z4PVScBpLgSkdELNPfSXp0EyGFExhwLtXWfpvXCiMngQ0CK+6Fj3UscMRmC0JA5iH/9BtRmbUwGMdn3NUdMCELD5wIkjPjXr5tkqWIcSL8DNCuMLoBICnsjNGIelJ2fQNmrBbi6ERPSfxqk0oGaFUjXpCGlAyAPngNly7vmmEIFmhWncRvUmhV+fxKBgwb0EUiD1AwdOtQigc8wceJELFy4MJBBZRtk8CwQ/UENAOrutZDKhoBUTTHW0eYaTTRq+BFmnaJ4O9S96yyECADUulUg/UxCBGhuIylcZInXQXsD1KYdmntIJ0SUqlBrP4M85FAjxRoAlN1rdUJ0sGVMiLVYrDFUiUHZ9QXCI48y4nUAIF7zKeTqAxHS43UAQK3fCJAwIqOONggRbW+EWr8ZkXEnGIq/lFLEt32M8PDDDXVgAIjXroZc2h/RkaYfVWnaAWX/XhQdeJqph6J0ILbtYxRPOhWhMjPdr33z+4gOmobosFnGuo7atYAElB50pnGeldZ6tG3/FL3n/Aih4r7GmJq+fBnlU0/Tsp90tGx4F5Heg9F3zvnGeW7fvQntu7/GoBN/DbmgRHM7qXHsXv4chpz4cxQPHGfsX/fR8+g76ZsY8I3v6inKEvZ9tRxqrBWTzv+NFlhKJHQ078Om917EUT+/EyX9Bhlj+vK1JzH7rEUYcuBMo88v33sdY2cchpnHna7Nh1JsXrsaoUgEp1+0yGi3v6UZG776Eot+aUokqAC+WrsWP7n0p5Bl2Yin2bR1G846/VSUl5drtYFkGVtqd2P2pLE4cMRgzd1DCGKKiqqSIkyu6gOiW2mILOHYeJOhPZIq/t24BhOKS9CsxvX+CELhEE6cMgbNsQ7j2CAEpx81Bw37W43AZkgE55/1PdTU7dIKTurX3Tk/OB+RSBRbN2/UzyXwjaOOwZSZc/D5cs1ioagUQ0aPx8nn/wTLl5qlL8r6VuK0q2/D6rdeMOpshQuKMO/nd2LflvWo36qnMMsEM37wS5RUDsCOj1439q+ePg/DFvwA298yLSsFfQZgzHdvwN5Vb6CjWU9BlsMYctI1oPF2tGxdaezfa+q3UDJqDhpXvWSsi/YbjYrDL0HT6pfNuJFIEfoe/lN01G9Dx74txrFKJ38bobL+aNvykbl//wNQPOFYtG7gyEJhL5RMOxOxui8NzSeJEBQd8C2tdMGeDeb+gw5GZMBkxLab5R3k0ioUjD8eHTtWGPE1khxBdPxJoG31UJvMWlvhoXNASqqh1H1h7t97GEJDD0N85wpjTFKkGJExx0Fp2GJaQVjcixw2YlkALe5FrppkuKEAjpjsXmOcJ4mEEBp5tJYZxZWXkQccBFI6wEgfB3RiMuRQzdqukzKDmDTXAO0NxnmWhxyqZ5iaYyJ9RoFUHQi1bpWxTioohzz8SKh71+edKJ9A6kg5pbsrwymlG2AuNZoQROlW3M1pHSQColsZ0tk/YR2lAFUTKvx67W9vB4k4ElDX/WV+f13ciu+TUkgSDAsT64u15WszUTUOEora2imaG0k/z5Is68HEccO9xI5HlThIOGqdF1UhhaIguutG0l0zEigkOQyiV1OWZQJV6YAcjhjLbEzhgohxTuQQAZEoiB4TIssEckh7aKvxGMIFBYiECAoj2vFDNI79CkEkRLQ0bAARQlEQjaAooo2pKCKjMCIjQjRLQ2FYRjREUBSWoSoKCiNhFIVlFIW1PgtDBIVhGRFZj1ULSYjIEqJEuzFHQwQkth+SLu5IYi2Q2luAVu2BojTsgap/AKB9bwP21+1D6659aKnT3AHNO5rRtLMZJ5b5UxK24z+NK1DavwQlAzTSW9yvFIWVvVHUT3OzRvuUg5T3BSnXCKhc3hcoLAON6lbDSDFopAiqbnFrj6toUyja4ypieihDTKFoi6tobu8AIQT7OxTs71DQrqhQFQWtCkVMoWjt0HZojSloaW1Hm6K7OjsUxOIqmve3Qg6Ftb7jKkoLQlA6YohLIbTGtDYAEO9QNKE+6K5aRYUaV9HR3gYSikCJq5plNU6hxGIgoTAURQVVqf5R9GwtYpSsoLqQJCNuVFGMdZIcNoqqUlXRakgRWROK5OI5NIsQV3dNVYzfF2vHr9OW9WrvVNV+S7b7AN9WNfrg9lfMfu33DDZer3sWPy6v+xg/z1Tvrfb7mO/jJxmTV9vOTOn+ZMM2lJZmmNLd1IhpIwdldbxdAaHkTbo/tB9M8od/Kusy3V+SJAvxyvaYeEKjrbMSGmNMjvsnXkbO62QLoTHW28ignaCZ7cIJNzdtTInHIroly7IupK3ji1Vqc080WBLdDWepzB2OALbKynIocUyKSoGQrP3VoXJWCt7/TQGoumo0AEPq3NKn7m4y/pc0d48x/lAY0OfGXFAkHIIc1vYhEaKldacJOUK0Plh/4RCIHiAMAAiFIYXC5nemk002XxDufwt01Vj9HKiUApJkOT/svEmSCoAa51RRqfYSYa/SHUr83uVwBPG4avkuJUnSyYv1nY5974RIUBTdleHQp0RkSFQCtcm4MvJiX5ewr/6Qt79S8r8FRjZ8/76468KtLSEyVFWxvpjIMqiS+PDnx5v2OkkCJNmy3YlopNJnkGPyc6xOAUXCtZBOHwKC1PQo5PRH20mwEwzCLfNkJh3IPvZXbA85xXancgvmU407kqZbw7qhFLBUTLe/tRIrWZBkYlieiE46iEwsVrRUoWnREKM/1ncCGeSPIUmgkm1Zn5PK3cBVjzux/VzZz6X9XDvBz3fmBUIk4zhEkqBw45UkCbSbP0nsFhYBgXyHIDUCWUGmb11e64OClOSBlw6JcYKqUsA2FfaAVii1vKFpD3LJeFSqlGq78gSBEM06A/0chSKQ9NR0lgGlBQ7rbrawZqn5V41WnfrU6hlJxwzAaC9XF0MOm/1JOkkiYd0NGI5oY2DWo1AY1EJwTAsVAMvcGCjVzoWduBjnxcd5ToXkuD2m2TVht8AEBSeSYHejZNJeoGtCBfUk+H77EBCkRiAF2EmGH9LRmdahZCTFbR9mwdE8JlKCRSfELbs9OJM9UBXq/D8De5ZTOBSm4105euCwEf/FXIeMUOjuJ1lP8QZg6MvIodSsNaw929/oz+5+so2BjZEfs939pOq6Gm4md3aOnM6VpZ3Heee3hYiEGLeNEAmUSpCIboWhEiiRkh/QBolInVZJ0I/VxN5GWFq6Bvgq25n0ISBIjUCeww8pcnMrSQZZscZS5BL2Z6YZP8K5mCiFSnWLAWAlMVqktjVehZjuJZaJRMIhyHrwMtEF+ORIagSTtWdp4UZ/zBrEHZONQ1+hfyRjmUqEs9AA9vwEJ52NFPlF4GDuJd56o2XS2eJwmPUniU69IBgCAtmHIDUCeQN7YDKDF7HJtiWId0HtrG9DJER8uTn4gFa76wlIfLl361KlsMWq2GNoTCE+bbOs1YDiYl6IIZqXoqUmwmJoJL0Ptkz0OlNcYLBDsLllrBKB6vDQ93seAO1c+jn3rC2gfWcA0LckknF8TTK4kRYvdxEL3BXo2VBp5ga/TjIY5j3Sjx4UsCDXQbi5Pn46SHXMLEuLZY+4x+JInq6oZNtTRUJwcEKwsNUS4aX8qVJNq4bVYWFgarzMrWP8z84D92GEhllTJCLp5Q205cd3fJB0To/v+MBoz0ojGP0xwsQfk/vfPkZqI2KUUq0An8dNmD9XKqUJVptk5zxTpHv98NemJLtfo+59d//fcXc7fhDIuERCENlT3QTCUpOn6KwfasLbtQ43q4lrPxlk12QTFteTPVkniSvK680+3diaBBeLrixM9bGZWUFsmdpiaExRO21ZtgYOh8NayrVMQCLaOq3+k5nWHfFB6CLEtOxo+8pGf0TW3FtSWD9mKKy7n8yYGtjS0KkkGWJp5tzM+bLz4HWu7HA618nOP/tO4y7b2TXBspwkYg5YSiPmpjPA6o/5hZN1iN0HqJJ9q5FwwwlkE/n5JBIIHPnyNiPJDm4KfnuG40w1bdvpjTtoS44TvFwp9md5wjKLV5GY9YQ7Z8xSQwiI/mGWFT5g+P7N77mO7f7N70EOme2NEgysP2Kz1IBZKPQ4G3s6t485+TkvQcLte08FmUoEJLvWvX4nnYl8uXd0Z7Dsp0w/AsJSIyBgBA8TIjkGEmeS2q2oDgGwtjgblZo3JF343aLpog9S/2uzgjD3j57SzUgNn50kh0OQI8R4aMsRGZFWCTd89Q4A4NoxhwGAsRwpDBkuJ609gRw2+zP6ZoQmHLEQnARrEqubxmvvwJrG6niOOKjUmez4JUBO3yEriwEAmhFJPBQEcgOR/RQcBKkR8AW/6dz8erf/k/WT7puhl/CesS7Ft2uZSNi5t1X73yElWlE1qXzrusQHsJsIn5OLhc+GovqyzKdHA4YlRGIEx5b9ZNGR4Sw1gEZSIkQy3FCXrV4KAIhEtfbM9cTaG5Ya1h93DADm8W1j41O6VWqVqXObt1/BPWeC4+6C2bm3FX3Koq7bncCrChvrAhDgcwsc9hNozLfxai/SursWgqiyLap0axCkRqDbI1M3QZBwEuIDEt+y7M9sg8QAZlo3AOjFLQ3oQaosAwrQSIlFPI8QyJIEmdXAcviruZhM8T5rNhUXGKxD0otvsjHZVZDd5uZ1H/YjuNcZMFO282M8AgIC7hCkJgAIn3N24Pe8phoL4be93xRg3p0UVykSK3ZZwb9R2VV0KYXNomFzitiE7IwMqJDpfkIobHE/kXAYxMNS4/SXt9RogcFhi/sJobDpfgpFzKwnt3HCRmZgJTT28+DnrTPOdZiJG8oJTno0Xm0B+MqpFVaT7KCrn1enQPl0+hAQpKZboCuSKn7MXplWyebmZIXxS1rc2gWpZ6Ko2sPasDro03ES4dP+ssKWVP+rryOca8cixscCdjn3k6wF7coWBWBNgA+AESxcqFtiwrpVhS0bQcJ6e23fkNEffwytATGLWOpjsqRy6xo15pzYXJ3qO9nOC3M3ucTUpAuZSI6lEoxrwiPLya2UglYnyv2Ybg9edv2rnFtJ67/rPKS74pjzCcL9FBwEqclDdEWSkk24xfP4K9PgrSZMiMQ9ixNLJPCgeqxMKuJ7Cesd3Ez2mxHTqjGOq6d1a3Owxq8kZEDpVhPeXaS5n0JciraW1RRp0xKbGZlhlhrZUCA2A43t/UGvOQWYmU+UD2a2xNiY6dwAHDVqtJu697kC/Ftk2PfkZW1hpRK0IVMQKiX0z8fM+LHe8Nck7cIkJdvo6pYVgfyFIDXdHJ5qvA4po/msT+NHzCwbqdimCJ6Hbk0Kb0mpSJ24vfhbYmxs8S1OpMa6rCsM69MxY2lg2e6+P0k4Hr9sj6FJNhcn+D1Hfs+7vSxDEEhW98kgM52i/aITSJ96NXbrkNGPLDuOVxCz7EL1KOaaSh8CgtQIdCKS6W50hoUqVdKze1+r4z4snsMpfsZX5W4+robzp1OSmN6p8stOtZ+4FG8pHNYyn0JhyLo4HtEtLXKYK1AZll1japglh7VnmU9GfyHtGEx8zz4GY3wSc6UlBgezD5s3++v3xux2juMe5373vlaUlfrPgOqMYpXJLBZuJEOge8HJYptOHwKC1AgEiFy7zeyuI7OgZfp9qipNS1mY366oFIo+hqSaNaCGVg1gBg6z/WQ7YdDjawzCyNxCxJr9xIKFtWUtEDhMmMKw9tBky3KE6PWezEBj3lLDH0PrTzbiaLQVVuLF0rktRM1BLMxRm4Zaz6MXkqo5p3nXN64fVb+mODOSU9p3Z0K4cQQErBCkRsATfvVp/O6fSV9BIVl5BIZ0AoZTtdIkrpMclxksJRMAzmJjizMifAo2cx9ZLTGSLZbG2K5bcowUcJkYfbC+rcfiyiNw43J1Q/nIcvLz1ppO4LDf79SuR9NZ8CIpqRAYu7tIuI/yGyL7KTgIUpMBcm2ZyGekLaCXxn5OAcD+jhVM9lM6SrfGdtlHgUt7WjeQkGnEq/lKobAlO4mEQ1qJAz17ichaGQiWsh1p1wKGDbE9olXlNtrr+7L+JFk26z1pHRpZWZax6WDp3H4KWKZrjUmV4MhEcqz/5JbZ5AV2/aUjwpcOyRAExRld+byI7KfgIEhNHqEnVPTtDLhZYhzTvzmpfEkKpuaT0wPWeGi7KAuz9Ua8ib6d6urCRpeEWAiExFK8eeuJ/iERU1GYREKQ9WXCakDZClwa2U4RWW/D2oeMPrQVXGVuQM98sioK88ssdtVI6ebm6aVNo3jc6INI75aIBEk1S2Q4lUpwUxUGkBNLTr4jE2uSgEAQEKRGoFNhJ2JO2VapkLVkJKSz1IR5y4t9fULcjEqhEi5Q2Cml2xJYS414FMP9xOnWSJLEWWpkw5Ii8do1nDuKVd1mOjRGLA2vYxPmsp1sZRGYJYg/pqWIpR44TI1AYdWSfeRktWHnwNDrsZeZcImp6UyVX02HJol+jU8BPiDxYW6vni3iZXoO7OKT6fYhIEhNj0UQ6dzZRjrCe8n79L/Prt37QeTskiJmBLDWgjKPqcIhFZovkwBYdWtYHSbOksJKJhjuKD2+xoyZSfxLuPZaTA2XTs/E/vhsJz6131YmwW0edpN7Z8Tb7tq9HwBQ3qsgadtUVIUZ0hXgyxXsRAoQGVe5gJN2Uzp9CAhS062RbfdUZ2jUSLrlwbLsGXycfcuM19u6V8FFNyTUebKldPNtzPhha0wNCx42LCicdgxzPZGInpJtiOuZlhnL37DmfmLttX1DVssM/73Y3E2GG8ogbP7nlwz8efXzPWQTbqTHLsDHX7/ZJjQSIb61atLrP79IWXeBX1HPZH0ICFIj0ElIplHjq4+UY47MWBmn9W5IlsItc24Iv+rCCudWUYi7VUJRgTDHFe0xNpaK3YBhtTFdP7Kh8Mt0ZIyq3Zw7So4Qzt1kdz8ltk/szyRNBqHhz7NemRuwxtDY55owf2r+Vbnz5vs8+yQ9yYLB+dRtPhA4VetNECSA/XaE9URAIDkEqRHwjWylZwdlUUrVSpOq+yqZZk06MLN+9BX6qWAaLtrz0yOt21Y40nQNmaTDrghsT/E23UzOKdzGvgnuJ+57s1lqnNK5DRcbeOKRuD1IpKpNk2pF7iAE+jINmA0qDVwgd6ABZD9lQzW7K0KQmjTREzKP0kqv5vbJN40aJ9KjPYvNDJj0tGlUAOZDnK/U7btOFCMzlInScXE1XGAt1QfNF4uUOEJhsaJwpIaEQ2aKdiRkBAsD1qwnQAskJhGuva5IbAlGJmbKOLPUsDEZy5z7KaHWE2zxNCnW07IrBytpuFxkIoGyFG4qQSIU1Pb87wxVYTu8SA5PUtIhLD2B5HTFOSo085iyHGpA5hUEqckTiHTu9OfkpiSs/Z/RkACYmiWSR9CwW/aTfbtCnDUp+GXeVaO5bkySo7J/ucBgIwMKsMS7GIHBobARLAxoxIfYyiYAMJZZkLBp2ZGN0gjaebCSJiPziQ8chpULUEq5NHU+3sb5PDA14UxVhI3jB5ICDlNVGDCeIoZ1J42nSld8ACdDqnPqjudAIHcQpEagSyNV4T0/asK76loAAHIodUbkFAOSLKDVK72bwdB4obr7iW1gVhp7JhKxWlasOjVhQ6sGsKZya9u1IGFep8ZCYlj/9vpTHIPkK3O7mcXtGjWpBmBnksK6q64F5X0KPdukqirMV/QWEEgFQnwvOAhS08MQRMBuNtEdLVB+4KRVw/7a06E1w01inA0Asw6UjYTwOjPE0K1xSenWg4R5nRs7SWL1nvhjG5AkW50na8oqz116srZGPlsoRHBy50JkPwUHQWq6KVIlB6lq1KSTzu1HeC+1/hKtLk6WGC/3VDbgZaVRdZEtFsDKW2nYdrtWjXW7/o8lUFiyEgwW8xLSs5WYTg1zJ+lWG9eUbj2F2xoozPWnEybqMgYn91PiPJxdcOy8OKkJ+7V+BQE+y8nNveRkyck0BicIAb5U07qdtGq8+89fMiYgIEiNQN7BlN93Jj1+s5aSteNLJGjHSwwUptYYYAPsocoHBXvBK+bGKRTDiKmhiTE2KqUgtjIJFkLBCA07f6GIESysNdGzn1h5hDCzyJjZTxJXK0qSibUqN+vbnoHFEStWmdtxDg7zdU9x908Q4knedqntOS8TCYoRH8OXSgAcqm0BSK4qzNoAzinrdg0bAQFAuJ+ChCA1AllFpu4uSZYtJCcbwnupxuUwrRp+2alNKrC4ZGxaNXbwPbNMI75yt0SIlj8lm7WZtOBgLsVbDxZmywDMZZ30ENv+VhFEYo5Dz3zi3VDJZs8e+KkaNfwWtEz1/KcbD+OlW+N0rWbizhFKv90XIvspOAhSkwZ6QtyHfY5uc870XHTmufRDevbUtXi2oyoFHLanom7LBPiAxBuRokKr3M10asBSos3sJ5XCWpaAEC6mRuIUhTlBPt1aA8BQFya2lG5iBAprQcKG+4lZabj+WL0nANbMJwCQCFTVFhdkpKqbc7NbMvgbu1PtJyd4W2a87/J76lpQmiRYOJ1SCekiE7eO3zTwTI/TVdAT5ijgDEFq8gDdJZ3bj0ZNNsZuJyGWlO4U1YQzhb14ZYIFgVKEbfEylswf2Vr/iakJ89lPgGQUi5RscSwsE0kKc+4nnZDw7idCCGTevQQYyyxImLVPEPMLhxMzrri/2tgoN2ZqqArzc+bPj5Pp3B5EnKk1JlXwqsKAac1h15CR6s+uqYDH4/Zg5glMvj68UxUUzNd5dBaE+yk4CFIjINAJ8PsAVi3kxRm8bo29uKWlDhTh3Ee8To1MLIHAhFMSBmBsM9vrZRdsCsKWrCdbmQQvdVM3jRoniIwOgZ4AVaUpq1879SEgSI1AHiAT642fzCb7unSqewM2MuEBPxYFi8ic3brjkN7NPDXsr6WwJU8oGNlwcBcZpCUcsojrMZ0aizhf2CQ9Tu4sawFLyRoozEgLN2b7KXCywni9raZrpUlXOp4PCHazxNgtOYRIaQvwASJwuCdDDSCmRnAaDYLUdEO4un4cgnYzTasOEim74ZIE+CZTE+ZLJABaNoxKKWSm3qtSyB4qwl5gMv72zChFj6cJ29Yb7hiO7Gh/E4/PYlQAnQvZs58kAikUNs8nIzVMp0aW9TIIZtVuANxySFMgtpMiLvspoSo3d7I1cpJ4TswYG/e0beM8UWfiYi+PkCr4t1mVmgHfCrRrQdJT7O3lEhiYqrAbUg04zhe3C7sP2FO73YKTBRETyFcIUiOQEtLRp9H2C1ajJh24qQmna7kBkotmpVLNm8GpZIIlxRtmdpFZIZtP8ZYSYmCkUFgL+AWMgpUyF2MDcDE1rOAlax8KJ8bo2LRx+OwnNj63tHT7HL2QijJzJq4qNytLqqrCQcBOMNIhEEZdrjRqYgl0PkRMTXAQpEYgr+DHWuMW7OunBIIX9tQ2O/bN3u6d0riNN33j4eGP9BkWGb1MgmMWFBJTuxOe23yAMPSYGmJdp/1vuo8kW20nVg5BsqV0W9xXCf1xMTX2gGEu68lx7txz1sh20oX3UlUYtheydCM2bvEGe2qbAQDlfYtSOi6DqwAfkNQfkC9WGoHcQ6GpX/tOfQj4vQMLGMjXzKOgYNeCSaYN49lXmho1Xsf0Y1UhxBTVy4aacFKLQZKsHa83KpVaH/oqqFHR2nRJmR9qCxQ2YmokFhysp3MTc5mEQ5ZgYPuHVeg29idETwk3yyPYLUTaOi0ry16Vm6Vzs492TpIrDnudQ8VnrahM4BaLxV9fXnBrkw+/qUzG0FXQE+aYCd5++22ccMIJGDBgACRJwrPPPpt0n6VLl2LatGmIRqMYNWoUHnvssayPM1UIUpNDpPqjy7cfqdNYUhljsnZMeI//OPcjZT1VOyg4CvU5xp+YJIZ3OVFKLR8A1kBd/n8+wNf4X7YoBmufsP4JWYOIuX0sfViOJZn/67CP0S2dO9k56CqZT17Xn/36TUZKUr0fZLJ/Z6Ar3986Eyz7KdNPKmhpacHkyZNx7733+mq/ceNGHHfccZg7dy5WrlyJn/3sZzj//PPxyiuvpDPlrEG4nwQCgT+3UX7csFJVEOah2tSE3ZDsgWzUOCLaj9Ci28KdpmQWZUsWFL+ekRoGPsZGVxfmU7z5v0aQMB9Dw/1NLGBpzXpKOlYdLOPJWKbJ01JTik3KgBRJutZOruHHRSXcWF0fCgJQFE6x/THHHINjjjnGd/sHHngAw4cPx+233w4AGD9+PN59913ceeedmD9/fopHzx66hKVm06ZNOO+88zB8+HAUFhZi5MiRWLx4MWKxWK6HJpBjeAnv8esci18SKSOC4wd8oLDxf5KnPyt6ybczXE7gVYZ1MsS7griPUd6AuY6Mat2yESxMZE2IjxBzWbPkcO15FxZxPhb0ek8s88kYJ5zTuZMFNSrU4bxlW2xPrwXm5LL0IxXQVayFAt0bjY2Nlk97e3sg/S5btgzz5s2zrJs/fz6WLVsWSP9BoUtYatasWQNVVfHggw9i1KhRWLVqFS644AK0tLTgtttuy/Xw8gaedZHyNJ07m9Ybv4TF/jDilWIppZB8aNN4IVkGD68o7Fy1m3ftmO4oY50ttsWSAQXoriOiFaUEgJDpagK0FG4A5nI4BITCZnu2P+tPdzkZ2U4OdZ8Ss50S3U6WeTu5pHxmPvkFr1ljL33gt7p2ujWi/CAfLC5OFbu9ak7lw5i7A4LMfho8eLBl/eLFi3Hddddl1DcA1NTUoKqqyrKuqqoKjY2NaG1tRWGhd8mRzkKXIDULFizAggULjOURI0Zg7dq1uP/++wWp6USkk86dTdKSaiq225v0np1NAAA55D0/qlJINt0aRaWIqxSy3SKTZNp81g9spMluybATBMuYAGvArp6VZFhUoBNaTqeGqQvz2U7aei47yqZTwwKE+WNYsp4k4j5Gh3RuJ2uVtt65DzvYeearpTsRH791m/bsbEKvyuKE9XaBvWRIV4DPD9IhEBIhIq27CyDI7KetW7eirKzMWB+NRjPqt6uhS5AaJzQ0NKBPnz6ebdrb2y2mt8bGxrSPly/xIF0dTtahoM5tPpn/vRRwFZV6VuG27mdN62aWG1PIDlZOxAgGX7lbD8CkXGwMCxYG4ExuLDE4XIAwErVxzLGZf50sM/YClt7zdnY55VvwcKqkx7kPZx0aJ6uJQOroadaksrIyC6kJCtXV1aitrbWsq62tRVlZWd5YaYAuElNjx/r163HPPffgRz/6kWe7m266CeXl5cbHbpYTyC/4zpqSvGNhrN6YYEok2OFX7M2PAq7KlQhQaKIXxJ4OnZBdZGQhWetBGW4hpwwoPViYyDLkSEir3K0vS7a2bF+jP1u2E/RUbsfMLG78ljlRPTCYxeEEdC4zFeHj4SYH4MDnrO2SXJ/WPsXLkoB2D1Ay/GS79tOsWbOwZMkSy7rXXnsNs2bNyupxU0VOSc1VV11l3ADcPmvWrLHss337dixYsACnnXYaLrjgAs/+r776ajQ0NBifrVu3ZnM6KSEfK3Pbj+EZo+MjHTuIMSRudwj4laSUhPfcHkp+XRV+2zmBjyFxc8No7ZiWC5fWTZ3zcTQPlnsAr11nhqkLk4iuV8OqcrPlUERrY9O58TqG0zTMNHRY5+xisWFuN3sF73SQynfp1DZZiQ0ebtdfMsthJlo1Xr+vVH63ubivBN2+OyBTQpMOmW9ubsbKlSuxcuVKAFrK9sqVK7FlyxYA2vPz7LPPNtpfeOGF+Prrr3HFFVdgzZo1uO+++/DUU0/hsssuC+w8BIGcup8uv/xynHPOOZ5tRowYYfy/Y8cOzJ07F7Nnz8ZDDz2UtP9oNNrj/IldBakGNQPpW1ncCE9nuasytRzYCQPLKgJMN49xxiz1mPT5uSgCu7mfYP/L+uCKZlr+wlrviR+f2xxSRWe5nZzUgNn1k065BK0wpu0Y+vXtFXwLiLpKPQlBWBhT3f/jjz/G3LlzjeVFixYBABYuXIjHHnsMO3fuNAgOAAwfPhwvvPACLrvsMvzhD3/AoEGD8PDDD+dVOjeQY1JTWVmJyspKX223b9+OuXPnYvr06Xj00UdB0qxBJBAs7Cqlftql0neqglw88fFDgvbVNbu6CqhKASKBplABQZPtT2yYkMljqcptDRxWVOqQBWX9mzBWe3FJvlwCC+plMTKGFUbXpQnbyiTo1hwLGeICgxNqPbmYNdzGbMyRCwxOLBOR3FpjL5HgBfYdellw9tU1OwYL8+ADgflK3l6wX7+pB/u6kxwWLyKIkECqOPzwwz2r2DupBR9++OFYsWJFFkeVObpEoPD27dtx+OGHY+jQobjtttuwa9cuY1t1dXUOR5Y/SKUyd3dCKtaWICwz1ClbiXvLkvUHnUL8vTWpKvUkS2YmlKQf31bgElwGFPtLrGRDkgikcMR88OmxMkYKt8yqdOu3AyPuhhXEjBgxOga47CrmfmIzditgmVSfx0/MjM015UV+vG7YfiERybcrK5W2XQ1e1qWeFoibDWju5kwtNQENpoujS5Ca1157DevXr8f69esxaNAgy7Ygblw9Ed1BoyYfsp0U1Vth2C17hz2cwzpZ4eNItAKX1LLeThCYdg3LNKIsiBWwxrsA1mBhQCMsobBx/plOjcRZcuzt7Vo4vOuJSpIe7MzGl1hp3DJHI7YmUZuDJz6pZj7lQ2aUX70b9/1zTxBE1lXnIxfup+6KLuHDOeeccxIzPmwZFtlETwxcsyMdjZrOhi/V1yQBxdl40072cE6qrmsrcOkJh1pMxiZ7/SEuE8qS8QRY6m55HsPjfNoLWHohaQHLLHwvyb5r+7Xi5/rKR3SF3262Ie7hPQddwlIj0DVhv5EEpVGTLFYmGXEJIq2bdzel0j5hPQXC3LJXWrcGyShsCfCuHi6I164jo1tmTJ0aXV3YFihsWGbYNs5yQzmdmgRLEIXlJYMVsUwcO5ujmc5tPxcJ5ydFMhNkOrdbX+z6clMWZtdXqiJ8TlYau9UkHyw5AsFDWGqCgyA1OUA+pjjmItUzKCRPnXXJfvKRBq6qFLKuIuy3mKUX7DEgYaK7Y9gNidjjdVjpBDOmBuCyn2B19xCJQAJs4nt64HBYp0/MOhPWyiAYAcJsWSc0RnsWp2MLDGZ/+XpP/NgSYmocrDVGYU+HNO4gbtJ8nI6fmB0nwmJcPy4kJdn2fIOdGHUGUUr1GD2NvKkBkJps69R0FQhSI5ASsqFPkwqBCrIA5e4dTZBDwboPEjQjAuKG9jpKnm31zCcjUNi23aIuDAf3hIvbiXIkyS3jyWmMQXqJnQqEBondO7SSGX2qvLOg/MBvnah0M5eS1WRKp08Bga4OQWoE0obfdO50+nPenpyA8M/abKkJO1lsmNqtfT2rDRWxrTP6smVTMbcMX+DSXq0b4LKfKJcBBVjdTpxFRZJMdxJzLUkhzRIj6YUr2bJFgVjvh9qCgxPcT7Yx8WPV5mUV1XOq88S7o+yExa22k5vKcFBvrXY3FB8ILBEkCvLYkCxwOAiLBN9HT7NwdBcoNAD3k0iaASBITbdAPqdzp+rWYgGqrK1EZE8ykoqSsBOoCki2IbGHq+yzOneyDCjWxnFZ1k3PLJzFZX/zgS85VL/myA7RJfr5YGFWC4qRGD1Y2BJjAyQGCevtE0oj6P9TyXTL8WMAEl1PrueFESCX1Gy/N/pUHwhOY6IZpsQSSXIU6GPXr+pgtnOztAC5cRMlg5t1SFiGMoOIqQkOgtT0MORDKncukYr8vR/4ITT29n7aMPE9+9uXPT060bnEVjtbVQAkWGIs2VCA1UrjtH9S15MZxGyZF5em7vc8pIKgb+oSAWgPfUaz+4RI7RboahCkJgm6UsBsV0Iw7ipn95JFVTiNmjx2sKweCZq4miQHEywMaA/6MEdM7O4oto4F2YaJlk1EjcBhahXjo5JJQuwlE+zuJybSZ1jGOIuNxf0kOfRHuGNaJRYorBlPfA0r+7ws58XD/ZQO+JTtVOUfnNxGzBLDZzc5uacylQUQVo/sIJ/Pq7DUBAdBagQ8ka7GRVcigzSZ1SNFKKoKRdUffMTfzcpueTHLJtjagZrp2zDrLJnCdxTEgdRIXPYScy8ZZIaPpYHpnjJTwhPLIlCJGGNmmU+894ZS51Rufm7WeXtDUakl7iCVEgl+0JVEPNN5OBsENuDzJhAM4iqFnCEp8VPFvidAkJpORD6mcncWgtKo0fZLLormtX339iZf+1GVurYx3sbZWzsXE+LkjvKKFeG1alQ1se6TmdZt6tHY41fYItUmZqZh68uWFG9WhVtP4aaxNq1ZmAsYDkWsKdy2/iyWGjhnZ/GuMns6t8qnscMkOqnE1Di93Sazkvi1ouze3oTeegYUuwbc9rVvdyqK6RduWjVA13cFpUrG8tmyEjSEpSY4CFLTw9HV9GlSyWDKR7VXp4c206oBYHFFucF3urQtDsY1DdvlO7cUybT359TegdgkQyZlEXKBVNxLfPHLfIOdMPQkAiHQvSFIjYBv5Fqjxld/HtlQQWrc8Ag6WJhX23WuBeWcAcX+t2RAAQkxMRIhoKEwYGRDMQtO2PjL69wYMTlcf6zek/34gHetJ7Y+2bM+10HCDNo142Kh8alD4/tYaWQ3eWnVpNunQOdDiO8FB0FqujC8CEG207n5tOug+kraLoCgXy9LTzLFYKoCIM6VulOFm1aNQpP/KBPTpSVb2QTnwF4jJVsOW1Lnqe27lGQZkMO2FG6HqtxcWQRzLIljdD0HDrE1QZETY2zJak55HM+rVIITJCIlqAr7IT5BWEn4PrJNZJKJ/gkSlToUH1Xs/fQhIEiNQBYRlGsrEzdStl1QyWJoFJVCkagRxBdxaidzD1ebh0fVb3b2gFpLLagkJIvFxCQqB1v1aeCynXq5rtgxeIHAhABh5zkAVlLhJa6XoNTsgGy7q5xIi+/9gEBibARpEBDwhiA1Lsj32JJ0kO8aNfbK0KkK75mGBPd9dm9vSonoUJUm1GPyAstikF04gN9MKLM2VGItKJmYGVAU1swjldoyoMBlvrBlSStoKRE9QFi2Wd30IGELkSHW7CdW7wnc8Y1gZT3zya0yN1MUToZkBCbVbI9UU621YOGShPU8SbGrCrsJ8AGa5SdVAb5cw15QszsgH4mhCBQODoLUCLgi3XRu7z47n1ilElzslfEUFOw3MF6rxrlsAgyCwBe31Nrr4+YzkQAX9xNXNoEQd0VhYiuL4OZ+gvXYCennhkvJrMzttJ2dA3Zu+L/ZRCoBv0DnPzSy8fCVCBFp3XkIQWqCgyA1nYSeks7dORXFs1PTyQ9Y3A1zm8i2B16qVbyNh7h+PwrDOa2bB3UJzAXMoF0jWBhwCPQlpsAeYNR+spAbC4mxll1gQcJeY/AyxPDp3DzRSeembN8n1arcQcBOepKlgAeFfLQ4+IGo2C2QTQhS04PRGencuXR5ZVoXisEgMGkqCQdRrM7NXeNmJUmAnaTAdDsZ0Tl8cLmdBHmOzTqWxO3pz90kffmRGeLlXso2suEKEjE7+QFhqQkOgtQI+ELgqddZChr2str4rftkvGH7JDFOwcJM8VZRJcs2p5sX06oBTFeUqShM9e2SsV2lNlVhzmVllk2wkhLenSQRApCQ6W6yKQpr26wxNBb3FTVLI1jHAGM7Cw7m52imeJtz5bfbz4nzOmfXSao3dL9WFK/6T8l0aJJV6HbfL1jNGEFU8h8KVTNWyVYyrcjaTSBITRdFvrmnOkOjxomw5KvAXqpVu/kyCU5p3VadGm4/vQ6UkVYNyRosDJiZTwkKwfZClrKx3RJTYyuTwIKE2S2UUppQ74kfq5OVhSdtXufFDfn4VuokzJeqAF82tGo6G4JECeQSgtQ4IN8IQ6rIpkYNf266wnniSc/uHU2BuKT4opb27ChFpQgFKcRnxNfwx9AyoDToAcb2MQLu7iN7VpSxmiTuy+/DWWp42I/tlPnkpzJ3poJ7lgKWAZGe3Tua0EfPgAqiWGW2wQhFthWCDddlHpGpVJBvxEuI7wUHQWp6CDo7tsVvvI4fYuRXCZi1C8p6o1IKmSMTlFJIARW95MG0agD9xkQSC1y6wSlo2PHWxovv2Sw1UtjmfrKL9Tn47ShSCw7mYRTCTKJREwTshSozie9h4AOBfYnrsQBrHyJ8Tg/aXJc06I5p3fkGRaUgIqYmEAhSI+CIbKRzux7LrpOigxDJk6D4JS88KVIpBVFT298P3LKfDNE4SdvuVo2Xr/3kltat9aelddsLW7plQAEwSya4lT3gyYy2g2N7qp9Ht8wnfix8EUuvdG63AGCmQ2MRMXQ6b9kiQ1wMkHn9JD+Wl0CfRCQQwGLF4q/5zrJ6iLTu/ENcBaQMr+W4+EoBCFLTKegp6dxBgBffc4Ob6F4y2DVoUhXWSwUmyfHenhAMS820bgCOqd12IsBIBACoVLIGCwMGQeFrOfExNgmkxhZDY+xvkBYtSNgQ39OP5zVG1g7c3OzPfj8ZINl+G7W7l/y4m4zrT3+osOvTLUvKQmR6qAVEpHULZAuC1AgEhqQFLztZw8aPJSZ5vSdnMT7KuYfsgcFxH4HCPPw8qBULyZEMgsBnQZnj4oX8YKgL89a3hGwoto77ay+TYHfd2F079kKWqdRzSpWs2NWE2f72MVnGl+QYfmISeEtMutlNqSDZw1w87LsHhPsp2cgoLwAAN3tJREFUOAhS00PR3TVqUgHLhJR8DJcVtQwaZlkEq8KwWbHboxCnngFlLtuetQ6KwJblBPeTS3vOzcRbup0ynxLGaKvMbVcQzgZSyXDtKtmwQqume0KQmuAgSI2AJ5JaX1LMtMqUPKWqJkyIhF3bGhz3zQacNWsoFGKNDXG7ATECwwhAyLLe1KlhcRl8HShAr8FEuXIJTrApBFtiadiyQ3A25f5SO7GhJrHRyiJQ1zR0t3RubV/befIgP511E2fXT8XAMs9j2qt6Z5otlQq5SJaN1NnBxQICuYIgNTZ0hXgW10yiLKZyex23s5BtUpKs2nU6UFQVssd58+uasRe2tMOpGyNwl5VMsFte3JBgqZGM0gh+j21HEC6oTMXJnODlrgoCneGi8j5+dq0ubho5XYFE5dMYhaUmOAhS082RLRdQ5haXbLi7tAd/UOURGIy3bWJm/8i2/+3ZT6nUgrJYbmQzrRtIdD2p1MyAArSYGnsmkpH9xMfd2Apa8jE2lOi3AVsMDU+CKNef2b95XH6ZWZLs91jeMmMEC7sETHudK7dlr7pPQerL8IHAqYrr+UGmD9tsEBl2HxGp3dmB0KkJDoLUCASKVGJ1/BIbNxdTNiw3yQKHsw0WT8Pr1PDxKGGX/axBulJCwDDhSArLfGIBwZI9QFgiCWUSrGUQrG6lZMYOMy6IH2Pm9ZwyRTYeAm6qwgB8kR8vQiJiXwQEkkOQmiwi1+6adNCZ+jR+4Fd4L5/gpSrM9FectGr89q0Sa7wKpRIXqGsSmqSHcFEadoPVIsSRFFBLWrkZ95P6HNk+8SRvrl3R1O5HqK+zYFjpupBeTT65i4KGotKMdWq64m8iGxCkJo/QFUlQppDkRF0a9mbrZomxr+eJjz2lu25rQ9JgYjvYm7b9OKpKjUrdRhtZSqp3w7uX7JW+HQs3UtMio+p9+1YYhp79BGtgr6f4nlPAsJP7iY3J1n8yOCoI23ZOJq6X7IbNvg+7lcTNGpOOO6puawMqBpZZrg+mKgyYisHGdeNgmWECfIApwpcLAb58QHcmKamCUpqxizTb8WFdBYLU9DBkK5U7CI0aP8J7+Q579pO27G8/9peldQMwKnbzbidmCdHaWzOgjOBge7wLCxYGHFK6bTWibGUS7EHCjgrC4BWEaYJryS2dO5W3S694mq4Ivw/1ZO2CcEPluhSDgEBQEKRGR1d/mGYDmZyTbAUop6smnA6oSgGbZcVv/ScmDpdOfA4fHMwqdtvF9zzHzQUL8+sslhe75QY28T2HApYq99fPS6FdfE+hidtShV10zwtOb67ZLEgpEVjy3IkkuaoKZ4JMgnZFHE4i8uGcqCrNOMZLBAprEKSmC8Ez6DbL6dxBHFMQR81KwVso/Fgb3DKgALMOlJOFxsx+AgDJvUyC/a+9TALM0gg8qI3k8NYjr8wnN9jPS64DifMBKZcTcEmxzia8jpkPhKErwOn3lU4fAoLUdGsEaS1hhCSXxCRZtpOUJBYnHdgrddvBgnKTpXB7bXdywxhvXTZLlN0V5TZmRmS0ZT0DijVwq8Jtd09x/dmDhH2RFJcmTtW53chdKrWgkt3Ug6jQDVhjZpLp0GQqwJcuePdRkMRCVOzODqgaQEyNsNQAEKRGoJORDilyIympBgAHhWSlEhLjarwF+Oz7KsQsk8CsNPwDmWVAAWZ8jRFTw5VMYJ4QCi5YmMHB/eT2lwUJu5VGYFYaPiPLoh/joCys0FTjaVTbcrLAYd9dBwq7qjDAXb8pPnSElUNAIHXkV/5uN0JPdLV0Rj2pVMDk7XOJdINZFcqVE3AgCMng9EynujKwvQSC3dUEAExFmDqk1PvlCypn0fHKfPKLfAgMzvU1lW+/sVygO86ZxdRk+hEQlpq8QT78UDtToyYT4T2v+k9BqwkD7ineDLxgn1PtJzuYVg0AyKp3LSgmxmcX37NaRbQMKMBUGKbUGvNiCe6VfIjv6WncTvtT2zLLfHIT1WNjd4qRsdd6inPLyeCmJuyEbJjmWSCwXVyPXSdOInx+Bfi0/bNvpZEIyblWjbBIaZbFTK2LXaUoa7YhSE0PQj4QJx5ugcZGbEweC++xh2iyGJoQR3bYX7tWjX0/ltZtrKPmD9V0PfGBw4kp3fz/1BZjYy+TAFXvy14mAfz+NMF7YknpthEWuwvKry5NsjbJ9sn3t1VJkkz7uMNYcxHo6wVBOAS6GgSpQf497DsLQcw7U30aXptGInLSOBkv4b1sI5nIXpBIJrbHnoeKCgsBAkySYfIMyQgWBmCWTPCKpeFKI/DkiI3NyQtm6tT4nVv20ZnBk3bFYIlInr42QiSosP4+vAhEshIKyfb3g55KYnI9b5H9FBwEqeki6Ox07p5C9KhKjRiRTGo+8UUv0xXgcwIrbsmTHKcMKLMOk3sMTMItL0mZBL69Y4yO4Z5ycCtZLEaJcTWpws1iExRpUQPIPukqyMYDnN2D3Cp290SilAqETk1wEKRGIC24ESm3NPIgSFKyeJlUU7qpSi1ttawmq2vHDr5UgtGHhzsp7hBjw2f+MBeLV2ozr1NjF7RjdaDCvDtKz4BKyFZiFhemLuwUSwMYQcLsJslGxJMj1UaRrCrHidlOjsTHrkvDLzu0Tya857dEgtGe0oQ4BD/Eho+ZSZayHYQAn5sVxi29Ot9cWAICnQlBarKAfLByBKVRw88lH+bFw01NuG5Lvb7dzXXD3DDugb9AZpYbN/gNJFb0wF8jtZuzBCWK8ZklCmSbGB9gBvbyy5aTZw8Q54KEtf4dyi5Qk9jwQcL8mIz/7VYWn+nc2cx2SkZ4vFxk7PqqGFCWsM2uKpxrMCtJkMHH+aBV092sP0KnJjiIlG6BvIdEpEAF9bIJdxE5NUFrxVd/Se5TXqq7LAPKGjCsW18kTjWYy4big4T59vaMKrexeI2HT1P3C6/zlg8p3n7Qla5fgRxBJzWZfFLVQQKAe++9F8OGDUNBQQFmzpyJDz/80LXtY489BkmSLJ+CgoJMZp0VCFKTB8gHC0im6dx+9DOyNU/+oZHs4ZHK24xb28RyAd6uFS/EObeLa6Vqi2id9pfXgOGX+XRrvg3LXjIChvlgYYePyrXnA4Ttx3DLfGJjTZbOzX/81HVyO0d+vhMgtTfiZO34ay5bpMXtdxSkBbUzpRzcx5D7e2BPw5NPPolFixZh8eLF+OSTTzB58mTMnz8fdXV1rvuUlZVh586dxmfz5s2dOGJ/yP3VLNApyJebRqqVuJ0eFoRInaYmHIRJ1ynI1VObxmG7hSCoPJkxs47cQClNiK8BoInw8S44btkeJJwss4LVe1IdxphKOrfbuQnCKtNZ5nm36zNV4pNPv1mB7IK9MGT6SQV33HEHLrjgApx77rmYMGECHnjgARQVFeGRRx5x3UeSJFRXVxufqqqqTKceOHo8qempP9hcz9tPxlauyiDY4XTD8BLL8noAp/pwVqk1K8LJCsJKFJglE1iwsLW8gbFMoSsLO1tpqKQL+MEaJGz2Ry2WIMV2fpysSaqa+o03nfPo9r10Zhq5F/xc05Is56RArXF8cU/sdGhB6xl+9Gu8sbHR8mlvb084XiwWw/LlyzFv3jxjHSEE8+bNw7Jly1zH2dzcjKFDh2Lw4ME46aSTsHr16uBPRobo8aSmKyBfbzJBaNQkrjP9tc77uKsJJ0M239TdUjKzEfdhrwPlB8xlZMbXcNsSxPbYcRKDhL3AW1iyQSIcM8NczntQSOWasV+LbpYZIybB0ZoT/G8qH5Cv48oXZExoOLfq4MGDUV5ebnxuuummhOPt3r0biqIkWFqqqqpQU1PjOMaxY8fikUcewXPPPYe///3vUFUVs2fPxrZt24I/IRlAZD91YeSbPk06GVe8OypTywyRJNRuqc+ahceeAg5YSyR4wazSnbjeK7WZabOZFg9wGVBAYqp3YgZUYvaTFi9DXMokqDYhMDNGh+sPZsaVW0wNIxv27U4xRK7xRCmQCidyk00iW7ulHv0GlWeUsm0X4Es1oyfdTKRslWIQ6eS5x9atW1FWZmbmRaPRQPqdNWsWZs2aZSzPnj0b48ePx4MPPogbb7wxkGMEAUFqAkS+vI1kI53bWJdTs3h+uKO8wFSHTRLjUkZBf9DLHpo4rB2hkkVsjxffY+4fXqeGD+RlbQCJC/jV23K6NJZlW4Aw64O34NgNMW4uKH7ZKzOK78dzO0dSukIKazJV4awd10UML6hUaHaPyWVqd2fWyMo2VBWQMryeWZJgWVmZhdQ4oaKiArIso7a21rK+trYW1dXVvo4XDocxdepUrF+/Pq3xZgvC/ZRDpBo0m0ukO85szjEXtaHSeZDas3rScUklTZdWnfViGFiwsKu6MN9W/8vauwUJGzE1SQKV/ZCZhH1s58hPZpQduSA92bwmM/kNdgV0pfth0GDyCZl+/CISiWD69OlYsmSJsU5VVSxZssRijfGCoij4/PPP0b9//5Tnm00IS41A3sOvkrAbmFsiq24pD1VhHoqqQna4cbu6n+ztqPajZdvDxCq0B5gFLpk4npu6MDUKhzL3kyn0l5D9BFNszzmN22EuLvfYZCnsZjv/uj7ZjpfygltVbgZ2/WaqLCwgECQWLVqEhQsX4qCDDsKMGTNw1113oaWlBeeeey4A4Oyzz8bAgQONmJwbbrgBhxxyCEaNGoX6+nrceuut2Lx5M84///xcTiMBgtT0cHSGPo3X+uT9OwVTptVVYLCXSrCDVw1OpiDM9Fm8qn3LkuY+Mo5PzWXmijKzoqyuKB68+4hfNsX2uDn6CBBmFhg+I8s6RuuyF4GJJyE4gC1NPEnbXNbBMa5P1b7eu6SCe3/ObhbelZSpK4bdB2gaApECmcMrmzKVPlLBGWecgV27duHaa69FTU0NpkyZgpdfftkIHt6yZQsI93zYt28fLrjgAtTU1KB3796YPn063nvvPUyYMCGzgQeMHktqeoqZs6fMEwDqtjXkegiusMfYGMs+LTxmmQR92ZYBFbYU0DSDhbW27sHCgBkwzAv1sf20ZVuMDhJdTlbtHBuhSeFBng19mmyiblsDKgZ6xy90B3Sn+BUv5GqeqkoDiKlJff9LLrkEl1xyieO2pUuXWpbvvPNO3HnnnekMrVPRY0lNV0A2CEkuSU6qx/YTGJyr4GH24Jd0q4jpz/aXCZVuXSmnuk+AlGA18YJGaDyKdtqChL3HkmixsW9PB/5T1anncmdCIlJSqXo/baztc1PjKBsP955CjARyC0Fquihync6drl5GpqJ72RTkU1UKAkmv1K1lE6RLPnjLjKJShJK4oLyqdivEVoVbpVD0OA3T9WQlOokp3Vz2EiSLsB6LpTHqQsEaIMyXRuD742HPfPIqYumW0u0Fv+2Swag8TrUK3dl0UxEuC86+HgCUJFlRbunRychBKkQoG6RJpHWnDlHQMjgIUhMQ8sHNE1Qqtxu8CEmqx2aZDhKRjZs8E94LEpTSpH2ym4GT1cdJm8a6HZYcwmS6NZqVhlumNGlat9ZO+0tsMTPM9cTuZ4oKhFlmNucusgcLA4mxNQkBx/pfFiSckMZt6NSYY7GO2Ttg2A57llSqcTPJYgq8bvp+HghBW4EkSQKIefnwejXamPwRAy+tmmwTDFGxOxgIUhMcREp3jpAPJMgLbHz5lGaZiZqwG3w9zAK44QQJP5W7vVw/ZowM1V1RrLwCNWJtvJ7fTBsnkzF2Nvx+z5nCr6pwZ4P/HefL79kN+T4+gfyGsNQIZA3d7eakulhV7NYZJsAHmPEzTGclIVDY9tBzU9oN214/eEVhuxifoTJspGBLNjE+ZnVwy5KiDu3N/hLH4J35xM/DaY72djx4fRov4T03N1K+1HwKCt3BKiGQCJVSSBleq93tWk8XPZLUdLeHbbrINJ27s5DsbXfX1n1cW//frUppUg0cO5K5o/zArlXD0roB9xgea5mExPVW3RqqZ0B5j8NwP9mWk4/fuf6UW9aT1802rlrHb/aZeWpxOpaXVB8MVFWM669iYC/HNsb1km/mKwdIhIi0bujksRO5o3A/BYceSWp6CrJN3vxo1GQ6BifSkQsl4WQw4nIcUrQzyXZyglsGFGDVqUmwtBgp22awMNsO2Cpycy4se0q3MS9uRZCZT05wr8qdfzdydn1Sm2WLSFJGAnxOVhr7umxbcoSlKDtgVboz7UNAxNTkLbpbOnc+IdO3Ij/7+nWvuLVJ+NjiWFh1asUgLpSz2jiQDP0RqwX9JgdTEWZBwpZt1KpTw4vveWU+JVMSTuXcJIN46w0G4j4k0NUgLDVdELksKpku0rmR+VETzlUgJntw28XzvGJVeLiJ8SVVIKbuGVAAl4lksbQ4ZHVRPvuJWvZ1euHjLT2KrT0/fnOcNHlAswNBSSVl2+nNNLdKwlbFYIkgEFXhrqjv4lZQU8AZVH9JybQPgS5oqWlvb8eUKVMgSRJWrlyZ6+EAyI83j0zTuf3OIVk2lNd2v2RMIlIgZCUffuT24Fh+ndEmDbMxs4o4LTtaaXQSY7qiYMl2si8ntPcZJOy07G8+zuQmFS2bzkAQ11Qq17fXbybd32Eq/fhBtqUk/CAf7sGZoLMLWnZndDlSc8UVV2DAgAG5HkZG6Io/QLebKyFySje1ZDfbXAnvpYts30iSuWzsBMZaHwlIVkEbgEWIz3ss1v7sY+JdYPYx+SlgmSny8aaeyfWcyn3C63fYUyy7AgJAFyM1L730El599VXcdtttuR5Kt0Vn6VnwwnvszTXVAGCJSKjbvDulfTrDepNJraO4DxJj75+RCd49xJMLPtCXuZEopVBh9Y6wZRYkbLa3F7ukCUHCTplPyUhOXHUnZMnQGW6mVK+Vus27U7YwSpJ5/Wu/BTklK0uqyEf9KQEzzi/Tj0AXiqmpra3FBRdcgGeffRZFRUW+9mlvb0d7e7ux3NjYmK3hdTlkO507yBtmvgiYucGuKmwHHyfDKnKzlGWW2u2mW+MGa4q3Qy0oFVAJu8nZdGt0dWE+Owr8MtwDhLWxWpeN7T5SuO3wSuV206hxQqYVjrMJdv0G9dDJdoyNSOvW0JmkT2W+3kz7EOgalhpKKc455xxceOGFOOigg3zvd9NNN6G8vNz4DB48OIujFOgsEP2tNlugqv7RrSLpvAUF+eaUzHWTLIaFr/vkhGT+eD5I2HWMHpuDdDule15ZIKYRf5DFZ3a2r08BAQF35JTUXHXVVZr51eOzZs0a3HPPPWhqasLVV1+dUv9XX301GhoajM/WrVuzNJNgEcQbgh8NmWz3H8w8Ovfh4PW24/UwZSnWbvAMFHZYdiMyLKvInuLNt+UzoPg2dneS/eUwMZDY6nbi+/OT+eQ2Rj9ZT06Bwk5Idt69SFBnv9kGcS37+Z3l4reeaZ89HVRVAvkI5Nj9dPnll+Occ87xbDNixAi88cYbWLZsGaLRqGXbQQcdhDPPPBN/+ctfHPeNRqMJ+3RldMWAv3yCqlLPN2g/asEqpSCq+wOKqtQiwJc0Rdu2PVlF74T9qZbibYrvJVbu1tSFrSUe7FW7AWtVbh4q3HVp+HWpZj2lms5t356sQKUfN1gyq48w6WcGUbHbH4IgJYLUaMgpqamsrERlZWXSdnfffTd+85vfGMs7duzA/Pnz8eSTT2LmzJnZHKIn8uVtI5OUylTmkJ7WTPpjS6YmXLe5LpDvwKtKd7J9EJAliVk0nGpL2a08smQSFgZ72QJWLsEYL2eVsUvpuOvSWLc7lUawr+fX+bG2pJPO7oV0XX5BuQrrNtehcrB2T5MkKVBV4XTUfP3uk2mcDrsH5bJid1fU8xEIHl0iUHjIkCGW5ZKSEgDAyJEjMWjQoFwMKS3kCwnKd2Rqpmdv17mKa7AL8PHWGGaJMQODnftIJsZnBOXaCI4RKMwJ9CWUVQA1goUBQDbW6+NHMl0aF4uOEbzsQmBc3G9Obbz+B3Kbvp2p9SbowOHuip5EUqiqBmCpEcHdQBchNQKdA0d/vYfLy24h8hQDS0F4z32b83p2M8gFaVRVmqAqnCrsxCXuQmS8xuCWAQUAYcLcTXb1Y9beupy43Zr1xK+zjCEFZJLO7YZcuYq8HkZOqsLmNslXxouXOq/dEkOI7GgtcetD1HLKD1BFydhNJ9x8GrokqRk2bFheCm11J2Sr5osjcdJdSrmwrKRTqdsOSikkuzvIlqLNp2zHLZabxIrdToTG4soh1jIJgBnfQgzXE79Na2+kdFNtO+Ni9t+SESzMWWusujS2MTn8FBXqHhhtn5O5nJjObW/jRlyCuB8EXYTTDwiRwKZtd1Vly1IhiEz+gdIAYmo6s6x4HqNLkhqB9JEv+jS88F4yZEp22AMvH6t7JwOLR7ETHYPEUGeCYwYLA8xqY3d1se2yJFmWE8eAhO1uRMZ1W4Bp3Z2NTAkTsRFbN0hEgmbY8UdmsklO2H1CuDQEuhoEqckjBGUd6e6xO/koxmfonhD7euormNiw5MiJlp2k+xoZUICZ8cQXuWQWGujL1mBh+2PLTUXYPlZ+WyqZT16xMl5wikHJR9E94/rsoiTOD4KwIvWkmJlkENlPwUGQmi6CdNO5c6VZERxBS3yo122uC6RvPyncqUL1mcLNk5ZU0roNy41kJTHG8Y3SBJJhOQlDcg0W5kG5bfY+AbsLyj1lmmU++Q0I5pdTITzZiKEJIniXXZ99B1ZY1qdTodsJTmTAvi5owpBJfyKtOzkEqQkOXUJROB/R3a0hAsEhFWuEU4qzZy0oFz0Wq2XFXOekLmwX2WPrLPWkPIKEjb5dhPDcxp5KOndXdV0JdD7EvblnQ1hqOgnZ+KFlok8DZF+jJlM4WVE6O5hYK5WgH5utTJLtZBfgs4O3xGhWGve+kon3MTAyoUgSwmydQ7CwMUZqbpdALe3tXMNJRVhbbz12MqQirpe81lPyY/JqwqxEQmeCEAmKzS8nESl5XYuAkUrsTaZxOm7ZV5mgJwQ2C0tNcBCkRiAQBFkmIdNspGTwK7ZHVec0cqYq7NWH+QD1FyNj3x53aW9YbfRilYSaJIZvQyzkxprizdSFbUO0xtC4qAgD2jPZ2fLC/nq7n1IpVJmqPo1BYlza+Y3ByaaGDLu+0xHhc3rA94SHfneH0KkJDsL9JADAJCB82nUqGjWu/cpySvFAnjo1+sMgCE0HLySrJ8Qj3YdfXKVc2rL1ZuRVC8oJZq2lxIBexeEhz1tpAC2Whu/ZLUjYPgbmnmJ1ntzgr9aTdg7485IqUvkusqlpw1+fXhl3qcZz+f0def02WR+W37lw1wh0IwhLTQ9CttO5vY+d/MYZRNAuVRXLsVINBk4neNhLgM8eOOyrFlQKtaMcj2kjGIZOjc00wwKCZduyUz920pKOpkumtZ68iEg6JCWdyuvW5cyJtR8BvlxmCUmECAtAJ0BVFSDD7zeXJSryCYLU5Am6Q+XbZMd3254sToZ3AdVtqkl5XJ0BQwvHoXZTOmAPdKcsKN7yIUt6zI+DBo35rNRcT2FibuPVhe3PVBYkbB7P3I//azmeSl0tOm5zCwL5LMJZt6kGFUOqzOvXhRsYOjYOsTbJXEu5dj0FcfxczyEfIGJqgoNwP6WBziYP+ZrOnW4fvPBePgniBRFH4RSzYe/XKSDWDxHwasNcQaqaqBnDdtHcVDoxATWynuwfZrGxtHcIEmZuOnfRPn+p3X7SubOlUcMHE+cakqT9Joj+yccXnXT7S/celi5y/YInkDsIS41A2uiMG0fQ2U6qSnNW6NIvFEot1brTcUHx4nuAtailk7pw4v7m/wnurDRIQILrKY8tLAxBx90QTp8oWxBWj64JYakJDoLUdAK6ejp3PvTbleAkwGfPbuLdS3xat5/ilhbrBqEgVDIUhfm07cR6UM7BwpJktcbYC1kax3R5HpuByt5WJ68ilm51olwtU3liXcklskVgRFp3DqAooCTD+QmBQwCC1AgkQS5Jip+AXXtgcDpgD+8gU8mNtHE5kZD4Kn3gkdLtGWhMtZIJie4iU6eGWW3cqnKbbcx9efBZT37m4He9n3bZchUFUczSz0M3KFXhVCFKEuQ3KM08UFgUtNQgYmp6OFwrZ/v0gbvunwHRkFwKXe7atCPtPoNCqjEYyQJZ+bRultacakq3G4w4G04V2Kk4pV1R2K29V2kEL3ildPPzTpbKnUpQcL7Eyjhds27Xt184/ebcfoeO+zv8tlPZX0AgnyEsNQIG/NzUUnF7dXZwYLbBx+MY1h01NwU2eXeNkQEFQDWyoew1obh9WYq3R0q3tc5T4vH5AGH2v5sLqbNAHYKWu5ubym8dJfY7TeYG6vZunS4CqqqZW2pE6j0AQWryAp2R5ZBLjZpUEKQLyE9QcDJdGqoC0NV73TK1klXiTkWrJllxS6OgZZJ5KVSLpQGQUK2bpXjLRoq3fQywtTePzfpOBn+Ce/7TvpORk2RWGUpp0mwpP5adIEkSkaS0VIU7G8m0akRad+agAejU9OTzx0OQmhTRmSbaTCwdnZ52nqRat9d4GKlwIxdBpX1TSrOWQs4edoQ4a9UYD0xboLBTlW7AtJTIfsss6N3bSyawbSxYGDDJCuMs7LHqGlPjESTMH9t1u4/MJzcrjxfRoNS/8nO6CEIHx1DCdiAwlmveZS5WMcnEB1dnE4J0j8fuZ51VsVvEEfVMCFIj4AvZsiblc3p1vqR/u2VAsb8KoWY9IcpnQzkTJVNd2EUFmcXUuDzQnUojKEncT+mWPgga+eyOci6AKawgPQGa+ykz95FwP2kQpCaLyJa1JNN07iCQdrFKzirjx2riVFDSDUFkQgUB6qDwy+DmXjItMdY2jlYcnxlUVgVg/piaujDbzr4GJxVhvq9UgoQdC14mSeFOxT0VhPBeEEiFLEgErqrCRhtJMq4dgvRIWD6QGL8xPamgO1tehPspOAhS08OQzYd+tvrOVtaTWzyN3yreXlCTuItShSUw2InkMK0ZVQsWtlthNFLCa9hQi6aNpT+birBjWQTO9cMHCbuNOSgEZWlxc2tlI2OKXb8VQ/sH3nc2tWoA8aAU6HoQpKYHI91aTZ2FXLh+0ilombS/JFo1cYtlRoVMZNNy41Io04vkANrDX9FNMHw8DWBabpg1hm1KpiLMPCNuxMIvieHTuRm8hPkYgiYcuUj57gxVYS/key2pngphqQkOgtQIWJBpGnYwsTe5j2MJEtQjfsUPnDKgUi6bQK1BxF6upMQq3ykdStsnBVeSH+Rz4cpUwa7vTElVJgSks4N2BbyhqgokQWoCgSA1OURQlhDvzCJ/QSnpaNTk2pLjF0G4kzKF3R3lVjbBng3lpw4UCxYGYAQJ86UTYMugIhIfLOzsZlIcXEpmALFZGsGtLX88vk/7tmTkJx8Ce/NBxM8v7ETHT8kCP+SI3UfcglGDcFcJl5dAEBCkxie6SmVuID/IRvqVxbNPPMz068S4k2Q6OapKLTHAKtEE+AykUXjSj9Ul7kKC/OxvqgGzNZrriUhmNhTA124y9+P39zMX/q997H73TwWMcDDhPcuyH90ZtwyvTiAyEpHSMoPlg5UlEwLiV0AwKHQFlxpVVEDK0FJjj+7voRCkRiBrSJVcBSW8x25gQZM7Pzo3qkpd42C0sVFP4sOKWybTpckEbmJ7Xm2ChN/Ym2QWEj/EIxtuqyAfkKkK8HWFB7RA6hC1n4KDIDVZQj5W5k4HmQYT+zkPXtaZXRu35YXlKRVQSgFVn5OD9y+ZarCf9vZlgwTpZRJUrnSCIkmOwcJ2TmBNAbceX6GwZDvxZRIyVQ9OpT1L5e6KMTa7Nm5DxdBBCev9xth4EZpklpNcuXZExW5/oKqSuaWmm52TdNE1tPMFAkFQAnrp9CMRGUQv5Mc0athyMlBVMX6wufjhUjV9XZR03Bh8VlCmZMHSluofh1gZNyKTinfETm68lpU0hMIycQnlQteGv2b9VvAm+m9DkiRzOY3fXFAFKrvaC4VAarj33nsxbNgwFBQUYObMmfjwww892z/99NMYN24cCgoKMGnSJLz44oudNFL/EKRGIBB05ZufV0XnIGIrnPq2P/DjKvWMPUlGGBLaJ7FkeG3PZF82Nq9lHvZ5u80riGBdr++yKwUD29GVf3sCGhjxzfSTCp588kksWrQIixcvxieffILJkydj/vz5qKurc2z/3nvv4bvf/S7OO+88rFixAieffDJOPvlkrFq1KohTEBgEqemhyHeNGm0M3tu7Qzqq2wPfYtVwKSzp1N6alaR9zEBhq0VGUfUP1fdTE7Vq+A9vuTEzoNLPfPJ7LroSkl2TqShkZwtd4bff05ALUnPHHXfgggsuwLnnnosJEybggQceQFFRER555BHH9n/4wx+wYMEC/OIXv8D48eNx4403Ytq0afjjH/8YxCkIDD0qpob54akSS2PnFH/oSdpLUhK/ME28+1G3m419vVFEkljN7nw7PUVTklgmRQcgy6Bqh76vQyFKIltSxHkTt0RkbU5sm6y1tfTDuZskSQIlppkdAKhkuqcAAIoEtaPVcjx+zPxx7G34Y5rL5rEBGMfnt1PJ6hKTiDZO7X82bmtfVJKM4/AuBLYP72aTZWLMHQBUIkEKEajsHBAgHCKQ2dMvRCATCVQvqR0nEqIhYix3EAkdIYJISM9gChHECUGcSIjr56VDlhAmEsLcPiGZIKyPMarv2x7Xvr0OShFXVHToJKND/z+uM5oOVVvu0F1IHXEVsThFLK4tqypFTFHRri8rKkWHohqkJRZXoVAVHXEVcRb3o1J0xFXDmqKoFJRSKDrLYtlMfEyNylvYWPYT+42rWkyRuQxre9aGa8/6ZcvUto3Njf/dWv9XLaSGBW7ybZT2/VDi3DFsY6B8Bpf+Pzsn5sNLPyf6sSi1umftY1Idxmu59ziOWU3Yh+/TfVviPc1xXZJMnWRBr6k+wNNxW7PnRKfEbykdmddrV7R7d2Njo2V1NBpFNBq1rIvFYli+fDmuvvpqYx0hBPPmzcOyZcscu1+2bBkWLVpkWTd//nw8++yzmY48UPQoUrNnzx4AQHzVEzkeiYCAQE9ETa4HIJAy9uzZg/Ly8qz0HYlEUF1djZovngqkv5KSEgwePNiybvHixbjuuuss63bv3g1FUVBVVWVZX1VVhTVr1jj2XVNT49i+pia/ruoeRWr69OkDANiyZUvWLtLOQGNjIwYPHoytW7eirKws18NJC91hDkD3mIeYQ/6gO8yjO8wBABoaGjBkyBDjuZENFBQUYOPGjYjF0vAeOMBJdsJupenu6FGkhujm+PLy8i79Y2MoKyvr8vPoDnMAusc8xBzyB91hHt1hDoD53MgWCgoKUFBQkNVj2FFRUQFZllFbW2tZX1tbi+rqasd9qqurU2qfK+RB2JqAgICAgIBAZyESiWD69OlYsmSJsU5VVSxZsgSzZs1y3GfWrFmW9gDw2muvubbPFXqUpUZAQEBAQEAAWLRoERYuXIiDDjoIM2bMwF133YWWlhace+65AICzzz4bAwcOxE033QQA+OlPf4pvfvObuP3223HcccfhiSeewMcff4yHHnool9NIQI8iNdFoFIsXL+7yPsbuMI/uMAege8xDzCF/0B3m0R3mAHSfebjhjDPOwK5du3DttdeipqYGU6ZMwcsvv2wEA2/ZssXieps9ezYef/xx/OpXv8I111yD0aNH49lnn8UBBxyQqyk4QqJdUW9cQEBAQEBAQMAGEVMjICAgICAg0C0gSI2AgICAgIBAt4AgNQICAgICAgLdAoLUCAgICAgICHQL9AhSs2nTJpx33nkYPnw4CgsLMXLkSCxevDhBxfGzzz7DYYcdhoKCAgwePBi33HJLjkbsjt/+9reYPXs2ioqK0KtXL8c2kiQlfJ54In9KQ/iZw5YtW3DcccehqKgI/fr1wy9+8QvE4/HOHWiKGDZsWMJ5v/nmm3M9rKS49957MWzYMBQUFGDmzJn48MMPcz0k37juuusSzvm4ceNyPaykePvtt3HCCSdgwIABkCQpoX4OpRTXXnst+vfvj8LCQsybNw/r1q3LzWBdkGwO55xzTsJ3s2DBgtwM1gU33XQTDj74YJSWlqJfv344+eSTsXbtWkubtrY2XHzxxejbty9KSkrw7W9/O0GETiB/0CNIzZo1a6CqKh588EGsXr0ad955Jx544AFcc801RpvGxkYcffTRGDp0KJYvX45bb70V1113Xd7l4MdiMZx22mm46KKLPNs9+uij2Llzp/E5+eSTO2eAPpBsDoqi4LjjjkMsFsN7772Hv/zlL3jsscdw7bXXdvJIU8cNN9xgOe8/+clPcj0kTzz55JNYtGgRFi9ejE8++QSTJ0/G/PnzUVdXl+uh+cbEiRMt5/zdd9/N9ZCSoqWlBZMnT8a9997ruP2WW27B3XffjQceeAAffPABiouLMX/+fLS1tXXySN2RbA4AsGDBAst3889//rMTR5gcb731Fi6++GK8//77eO2119DR0YGjjz4aLS0tRpvLLrsMzz//PJ5++mm89dZb2LFjB0455ZQcjlrAE7SH4pZbbqHDhw83lu+77z7au3dv2t7ebqy78sor6dixY3MxvKR49NFHaXl5ueM2APSZZ57p1PGkA7c5vPjii5QQQmtqaox1999/Py0rK7N8P/mGoUOH0jvvvDPXw0gJM2bMoBdffLGxrCgKHTBgAL3ppptyOCr/WLx4MZ08eXKuh5ER7L9XVVVpdXU1vfXWW4119fX1NBqN0n/+8585GGFyON1zFi5cSE866aScjCdd1NXVUQD0rbfeopRq5z0cDtOnn37aaPPll19SAHTZsmW5GqaAB3qEpcYJDQ0NlkJly5Ytwze+8Q1EIhFj3fz587F27Vrs27cvF0PMCBdffDEqKiowY8YMPPLII6BdSI5o2bJlmDRpkqUi7Pz589HY2IjVq1fncGTJcfPNN6Nv376YOnUqbr311rx2mcViMSxfvhzz5s0z1hFCMG/ePCxbtiyHI0sN69atw4ABAzBixAiceeaZ2LJlS66HlBE2btyImpoay/dSXl6OmTNndqnvBQCWLl2Kfv36YezYsbjooouwZ8+eXA/JEw0NDQDM4sfLly9HR0eH5bsYN24chgwZ0uW+i56CHqUozLB+/Xrcc889uO2224x1NTU1GD58uKUde6jW1NSgd+/enTrGTHDDDTfgiCOOQFFREV599VX8+Mc/RnNzMy699NJcD80X3Ercs235iksvvRTTpk1Dnz598N577+Hqq6/Gzp07cccdd+R6aI7YvXs3FEVxPNdr1qzJ0ahSw8yZM/HYY49h7Nix2LlzJ66//nocdthhWLVqFUpLS3M9vLTArnGn7yWfr387FixYgFNOOQXDhw/Hhg0bcM011+CYY47BsmXLIMtyroeXAFVV8bOf/Qxz5swxVHJramoQiUQSYv+62nfRk9ClLTVXXXWVY1As/7HfnLdv344FCxbgtNNOwwUXXJCjkVuRzjy88Otf/xpz5szB1KlTceWVV+KKK67ArbfemsUZBD+HfEEq81q0aBEOP/xwHHjggbjwwgtx++2345577kF7e3uOZ9F9ccwxx+C0007DgQceiPnz5+PFF19EfX09nnrqqVwPrcfjO9/5Dk488URMmjQJJ598Mv773//io48+wtKlS3M9NEdcfPHFWLVqVV4lVQikji5tqbn88stxzjnneLYZMWKE8f+OHTswd+5czJ49OyEA2K2sOtuWTaQ6j1Qxc+ZM3HjjjWhvb89aHZMg51BdXZ2QgdNZ34Udmcxr5syZiMfj2LRpE8aOHZuF0WWGiooKyLLseN139nkOCr169cKYMWOwfv36XA8lbbBzX1tbi/79+xvra2trMWXKlByNKnOMGDECFRUVWL9+PY488shcD8eCSy65BP/973/x9ttvY9CgQcb66upqxGIx1NfXW6w1Xfk30t3RpUlNZWUlKisrfbXdvn075s6di+nTp+PRRx+1FOoCtLLqv/zlL9HR0YFwOAxAK6s+duzYrLueUplHOli5ciV69+6d1cJsQc5h1qxZ+O1vf4u6ujr069cPgPZdlJWVYcKECYEcwy8ymdfKlStBCDHmkG+IRCKYPn06lixZYmTHqaqKJUuW4JJLLsnt4NJEc3MzNmzYgLPOOivXQ0kbw4cPR3V1NZYsWWKQmMbGRnzwwQdJsx7zGdu2bcOePXssRC3XoJTiJz/5CZ555hksXbo0IQRh+vTpCIfDWLJkCb797W8DANauXYstW7Zg1qxZuRiyQDLkOlK5M7Bt2zY6atQoeuSRR9Jt27bRnTt3Gh+G+vp6WlVVRc866yy6atUq+sQTT9CioiL64IMP5nDkidi8eTNdsWIFvf7662lJSQldsWIFXbFiBW1qaqKUUvqf//yH/ulPf6Kff/45XbduHb3vvvtoUVERvfbaa3M8chPJ5hCPx+kBBxxAjz76aLpy5Ur68ssv08rKSnr11VfneOTueO+99+idd95JV65cSTds2ED//ve/08rKSnr22WfnemieeOKJJ2g0GqWPPfYY/eKLL+gPf/hD2qtXL0vmWT7j8ssvp0uXLqUbN26k//vf/+i8efNoRUUFraury/XQPNHU1GRc9wDoHXfcQVesWEE3b95MKaX05ptvpr169aLPPfcc/eyzz+hJJ51Ehw8fTltbW3M8chNec2hqaqI///nP6bJly+jGjRvp66+/TqdNm0ZHjx5N29racj10AxdddBEtLy+nS5cutTwX9u/fb7S58MIL6ZAhQ+gbb7xBP/74Yzpr1iw6a9asHI5awAs9gtQ8+uijFIDjh8enn35KDz30UBqNRunAgQPpzTffnKMRu2PhwoWO83jzzTcppZS+9NJLdMqUKbSkpIQWFxfTyZMn0wceeIAqipLbgXNINgdKKd20aRM95phjaGFhIa2oqKCXX3457ejoyN2gk2D58uV05syZtLy8nBYUFNDx48fT3/3ud3l1A3fDPffcQ4cMGUIjkQidMWMGff/993M9JN8444wzaP/+/WkkEqEDBw6kZ5xxBl2/fn2uh5UUb775puNvYOHChZRSLa3717/+Na2qqqLRaJQeeeSRdO3atbkdtA1ec9i/fz89+uijaWVlJQ2Hw3To0KH0ggsuyDuy7PZcePTRR402ra2t9Mc//jHt3bs3LSoqot/61rcsL8QC+QWJ0i6U6ysgICAgICAg4IIunf0kICAgICAgIMAgSI2AgICAgIBAt4AgNQICAgICAgLdAoLUCAgICAgICHQLCFIjICAgICAg0C0gSI2AgICAgIBAt4AgNQICAgICAgLdAoLUCAgICAgICHQLCFIjINDN8ec//xlHH320sXzOOecYtZ6ygVgshmHDhuHjjz/O2jEEBAQEnCBIjYBAN0ZbWxt+/etfY/HixZ12zEgkgp///Oe48sorO+2YAgICAoAgNQIC3Rr/+te/UFZWhjlz5nTqcc8880y8++67WL16daceV0BAoGdDkBoBgS6AXbt2obq6Gr/73e+Mde+99x4ikQiWLFniut8TTzyBE044wbPvjz76CJWVlfj9738PALjuuuswZcoUPPjggxg8eDCKiopw+umno6GhwbLfI488gokTJyIajaJ///645JJLjG29e/fGnDlz8MQTT6QzXQEBAYG0IEiNgEAXQGVlJR555BFcd911+Pjjj9HU1ISzzjoLl1xyCY488kjX/d59910cdNBBrtvfeOMNHHXUUfjtb39rcRetX78eTz31FJ5//nm8/PLLWLFiBX784x8b2++//35cfPHF+OEPf4jPP/8c//nPfzBq1ChL3zNmzMA777yTwawFBAQEUkMo1wMQEBDwh2OPPRYXXHABzjzzTBx00EEoLi7GTTfd5Nq+vr4eDQ0NGDBggOP2Z555BmeffTYefvhhnHHGGZZtbW1t+Otf/4qBAwcCAO655x4cd9xxuP3221FdXY3f/OY3uPzyy/HTn/7U2Ofggw+29DFgwABs3rw53ekKCAgIpAxBagQEuhBuu+02HHDAAXj66aexfPlyRKNR17atra0AgIKCgoRtH3zwAf773//iX//6l2Mm1JAhQwxCAwCzZs2CqqpYu3YtCCHYsWOHp4UIAAoLC7F//36fMxMQEBDIHML9JCDQhbBhwwbs2LEDqqpi06ZNnm379u0LSZKwb9++hG0jR47EuHHj8Mgjj6CjoyOlMRQWFvpqt3fvXlRWVqbUt4CAgEAmEKRGQKCLIBaL4fvf/z7OOOMM3HjjjTj//PNRV1fn2j4SiWDChAn44osvErZVVFTgjTfewPr163H66acnEJstW7Zgx44dxvL7778PQgjGjh2L0tJSDBs2zDNAGQBWrVqFqVOnpjhLAQEBgfQhSI2AQBfBL3/5SzQ0NODuu+/GlVdeiTFjxuAHP/iB5z7z58/Hu+++67itX79+eOONN7BmzRp897vfRTweN7YVFBRg4cKF+PTTT/HOO+/g0ksvxemnn47q6moAWobU7bffjrvvvhvr1q3DJ598gnvuucfS/zvvvGMR/RMQEBDINgSpERDoAli6dCnuuusu/O1vf0NZWRkIIfjb3/6Gd955B/fff7/rfueddx5efPHFhHRshurqarzxxhv4/PPPceaZZ0JRFADAqFGjcMopp+DYY4/F0UcfjQMPPBD33Xefsd/ChQtx11134b777sPEiRNx/PHHY926dcb2ZcuWoaGhAaeeempAZ0BAQEAgOSRKKc31IAQEBLKH0047DdOmTcPVV1/tq/11112HZ599FitXrkz7mGeccQYmT56Ma665Ju0+BAQEBFKFsNQICHRz3HrrrSgpKem048ViMUyaNAmXXXZZpx1TQEBAABCWGgEBARuCsNQICAgI5AKC1AgICAgICAh0Cwj3k4CAgICAgEC3gCA1AgICAgICAt0CgtQICAgICAgIdAsIUiMgICAgICDQLSBIjYCAgICAgEC3gCA1AgICAgICAt0CgtQICAgICAgIdAsIUiMgICAgICDQLfD/h6AUy+HMN/0AAAAASUVORK5CYII=",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"p = plt.pcolormesh(xx[:,idy,:], zz[:,idy,:], BX_abs, cmap=plt.cm.RdBu_r, shading='auto')\n",
"\n",
"# plot the arrows\n",
"# at z = 0\n",
"idz = int(len(z) / 2)\n",
"step = 4\n",
"plt.quiver(xx[:,idy,idz][::step], zz[:,idy,idz][::step],\n",
" BX_x[:,idz][::step] / BX_abs[:,idz][::step], BX_z[:,idz][::step] / BX_abs[:,idz][::step],\n",
" width=3e-3, scale=25\n",
" )\n",
"\n",
"# arrows below disk\n",
"idz = int(len(z) / 2) - 70\n",
"plt.quiver(xx[:,idy,idz][::step], zz[:,idy,idz][::step],\n",
" BX_x[:,idz][::step] / BX_abs[:,idz][::step], BX_z[:,idz][::step] / BX_abs[:,idz][::step],\n",
" width=3e-3, scale=25\n",
" )\n",
"\n",
"plt.xlabel('x (kpc)')\n",
"plt.ylabel('z (kpc)')\n",
"plt.colorbar(p, label = '$B (\\mu\\mathrm{G})$')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Again, the total magnetic field would be found by summing the `Bdisk`, `Bhalo`, and `BX` vectors evaluated over the same coordinate grid. "
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## The Unger & Farrar model (UF23)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The UF23 Model consists of a set of eight models that can be constructed with five different components. The different components can be accessed similarly to the Pshirkov and JF12 model."
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [],
"source": [
"models = ['base', 'expX', 'neCL', 'twistX', 'nebCor', 'cre10', 'synCG', 'spur']"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {},
"outputs": [],
"source": [
"x = np.linspace(-20.,20.,200)\n",
"y = np.linspace(-20.,20.,200)\n",
"z = np.arange(-5.,5.01,0.05)\n",
"xx, yy, zz = np.meshgrid(x, y, z, indexing = 'ij')\n",
"\n",
"rr = np.sqrt(xx ** 2. + yy ** 2.) # rho component\n",
"pp = np.arctan2(yy, xx) # phi component"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"For the disk field there are two components implemented. The grand fourier spiral is used in 7 of the 8 models (we use the \"base\" model as example) and the spiral spur field is used in the \"spur\" model."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Fourier Spiral"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We initialize the class for the 'base' model:"
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {},
"outputs": [],
"source": [
"uf23 = gmf.UF23(model='base')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We calculate the $B$-Field at $z = 0$"
]
},
{
"cell_type": "code",
"execution_count": 22,
"metadata": {},
"outputs": [],
"source": [
"zplot = 0\n",
"idz = np.absolute(z-zplot).argmin()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Now we calculate the fourier-spiral disk field"
]
},
{
"cell_type": "code",
"execution_count": 23,
"metadata": {},
"outputs": [],
"source": [
"Bdisk = np.zeros_like(rr[...,idz])\n",
"for i,r in enumerate(rr[...,idz]):\n",
" # returns (3,N),(N) tuple, first entry is field vector, second entry is abs value\n",
" b = uf23.Bdisk(rho=r, phi=pp[:,i,idz], z=zz[:,i,idz]) \n",
" # same as uf23.spiral_field(...)\n",
" Bdisk[:,i] = b[1] * gmf.signum(b[0][1,:])"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Instead of `uf23.Bdisk()`, we could also use `uf23.spiral_field()`. `Bdisk()` just chooses between `spiral_field()` and `spur_field()` depending on the chosen model."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Plotting:"
]
},
{
"cell_type": "code",
"execution_count": 24,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"norm = TwoSlopeNorm(vmin=Bdisk.min(), vcenter=0, vmax=Bdisk.max())\n",
"p = plt.pcolormesh(xx[...,idz], yy[...,idz], Bdisk, norm=norm, cmap = plt.cm.bwr, shading='auto')\n",
"\n",
"plt.xlabel('x (kpc)')\n",
"plt.ylabel('y (kpc)')\n",
"plt.colorbar(p, label = '$B (\\mu\\mathrm{G})$')\n",
"\n",
"# position of sun\n",
"plt.plot(-8.2, 0., marker='o', mec='k', mfc='w')\n",
"plt.grid()\n",
"\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Spiral Spur"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The spiral spur component is only used in the \"spur\" model. So we initialize the class with the other model and calculate again the disk field using the same function as above."
]
},
{
"cell_type": "code",
"execution_count": 25,
"metadata": {},
"outputs": [],
"source": [
"spur = gmf.UF23(model='spur')"
]
},
{
"cell_type": "code",
"execution_count": 26,
"metadata": {},
"outputs": [],
"source": [
"Bdisk_spur = np.zeros_like(rr[...,idz])\n",
"for i,r in enumerate(rr[...,idz]):\n",
" # returns (3,N),(N) tuple, first entry is field, second entry is abs value\n",
" b = spur.Bdisk(rho=r, phi=pp[:,i,idz], z=zz[:,i,idz])\n",
" # same as spur.spiral_spur(...)\n",
" Bdisk_spur[:,i] = b[1] * gmf.signum(b[0][1,:])"
]
},
{
"cell_type": "code",
"execution_count": 27,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"cmap0 = LinearSegmentedColormap.from_list('', ['darkblue', 'white'])\n",
"\n",
"p = plt.pcolormesh(xx[...,idz], yy[...,idz], Bdisk_spur, cmap = cmap0, shading='auto')\n",
"\n",
"plt.xlabel('x (kpc)')\n",
"plt.ylabel('y (kpc)')\n",
"plt.colorbar(p, label = '$B (\\mu\\mathrm{G})$')\n",
"\n",
"# position of sun\n",
"plt.plot(-8.2, 0., marker='o', mec='k', mfc='w')\n",
"plt.grid()\n",
"\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Halo Field"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"For the Halo field there are three components implemented: `toroidal_halo_field()`, `poloidal_halo_field()`, and `twisted_halo_field()`.\n",
"Seven of the 8 models use the sum of the toroidal and poloidal halo field, and the \"twistX\" model uses the `twisted_halo_field()`. The function `Bhalo()` would return either the sum of toroidal and poloidal halo field or the twisted halo field depending on the chosen model."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The components can also be accessed seperately:"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Toroidal Halo"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We calculate the toroidal halo in the $x$-$z$-plane at $y=0$"
]
},
{
"cell_type": "code",
"execution_count": 28,
"metadata": {},
"outputs": [],
"source": [
"yplot = 0\n",
"idy = np.absolute(y-yplot).argmin()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We use again the \"base\" model for example and do a similar calculation:"
]
},
{
"cell_type": "code",
"execution_count": 29,
"metadata": {},
"outputs": [],
"source": [
"Bhalo_tor = np.zeros_like(xx[:,idy,:])\n",
"for i,xi in enumerate(xx[:,idy,:]):\n",
" # returns (3,N),(N) tuple, first entry is field, second entry is abs value\n",
" b = uf23.toroidal_halo_field(rho=np.sqrt(xi**2. + y[idy]**2.), z=zz[i,idy,:]) \n",
" Bhalo_tor[i,:] = b[1] * gmf.signum(b[0][1,:])"
]
},
{
"cell_type": "code",
"execution_count": 30,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"norm = TwoSlopeNorm(vmin=Bhalo_tor.min(), vcenter=0, vmax=Bhalo_tor.max())\n",
"p = plt.pcolormesh(xx[:,idy,:], zz[:,idy,:], Bhalo_tor, norm=norm, cmap = plt.cm.bwr, shading='auto')\n",
"\n",
"plt.xlabel('x (kpc)')\n",
"plt.ylabel('z (kpc)')\n",
"plt.colorbar(p, label = '$B (\\mu\\mathrm{G})$')\n",
"\n",
"plt.grid()\n",
"\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Poloidal Halo"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Additionally to the torodial halo field, the UF23 model contains a poloidal halo component, similar to the X-Field in the JF12 model. The poloidal component has two functions for the radial dependence, depending on the chosen model. For the \"expX\" model a exponential function is used, while the other models use a sigmoid function.\n",
"For the \"base\" model we get:"
]
},
{
"cell_type": "code",
"execution_count": 31,
"metadata": {},
"outputs": [],
"source": [
"BX = np.zeros([3] + list(xx[:,idy,:].shape))\n",
"BX_abs = np.zeros_like(xx[:,idy,:])\n",
"for i,xi in enumerate(xx[:,idy,:]):\n",
" b = uf23.poloidal_halo_field(rho=np.sqrt(xi**2. + y[idy]**2.),\n",
" z=zz[i,idy,:]) \n",
" BX_abs[i,:] = b[1]\n",
" BX[:, i, :] = b[0]\n",
"\n",
"# convert to cartesian coordinates, phi component is zero\n",
"BX_x = BX[0] * np.cos(pp[:,idy,...])\n",
"BX_y = BX[0] * np.sin(pp[:,idy,...])\n",
"BX_z = BX[2]\n",
"BX_abss = np.where(BX_abs == 0, 1e-24, BX_abs)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Plot with arrows:"
]
},
{
"cell_type": "code",
"execution_count": 32,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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0gDZqNBqNRqMZVcZC8r1169bhD3/4Q2DdY489hnXr1o3wmYeGNmo0IaKioPo6uwAArx4Tr8d6hAPanLpqAECClJQCyiV44ayODbjydlTKKeQqrwAABik5EeUVVMVGVXLUgpjq+qiCmIyzUKI/T82Rvhw5SyvAV4GioqNkFHsoBFyNkgqVXfAaGKqC48Oz1JO8PjVDVGT87YMrM+px+XxsVAXGU86kSpMvId5gCg2tH05BSgCBUgcAspQYNYQ7uJ05NphUU7JVmVDUk7dB9DDDxP1wrEeEcNP9Sferjno6+RkNo6anpwe7d+/2lvft24etW7diwoQJmD17Nm699VYcOXIE//Vf/wUAuPHGG/Gd73wHn/rUp3D99dfjz3/+M375y1/i4YcfLq7jJUZHP2k0Go1Gc4rx/PPPY9WqVVi1ahUA4JZbbsGqVatw2223AQCOHTuGgwcPevvPmzcPDz/8MB577DGsWLEC3/zmN/GjH/3opArnBrRSoxmEqCiojuNTAQAHKQpqSiWArHw11AA9bdL6qOR7Mg8Hl3lsvGR9ucorIOspVm4fakHMKMUmXCgzqJKI3Zh/DQBcT3EQqgIVy1Tz2XjCSl4fGmU/It/+Ub4zefLOAL6PkWmwAvLU5F5fqDKjbh+q70xkfhnu98NkOaKflPYjlZws5SZKiRmsICUwPIXG2y+QfC/ok+O90n0h76c+GfVE92PHcR31NNYYjTw1F198cY5Epj65sgVffPHFePHFF4fatbKijRqNRqPRaEYREyWYfiqgzNupgDZqNHlxM2IunqIoutrVKKgGAEB9PCkOSIn1qi9AdlQT41lZVOlJVp7Py0AsGapik68gZrQy451RHh0uiBnKPhyKflK25yqKKTaIvuTxtfEYsnIjiPTBycLL8ZLlixJuJ5+CU5gyo7Y3VN+ZQvLPBKKflPaGUpQySqEJlTsYqkKjZgjOkVGYcdv7YEJRT3RcTNxvXelg1BPdn3S/0v2rOXkxSqDU5Mv2faqgjRpNJF4tKPnqOwwLh8Sd0iGxpVd8ac6qlPkQyChRatQwZDkMu/6XN3OVKRvyN3aCX+aB6StxsGxXOXAEa0eppRWyf1SDjsLUhtyull6gpHER01LhMgoKipFTsHGUA+794Ec7CkeHckd0L48Rox6vGjFeOwUaM27W9pwGCeg41UCJXj+s2k1AjhBuuT3CmMnezzP2s2s/RdR64pa431raxf2303MQFvcn3a/qfazRjGe0UaPRaDQazShSkugnLdQA0EaNpgBUh+FUZysAoLVlCgBgv5S7z5gsHIYraZqJq46OpHi4YE7W06obdMgMlUugjpi5k/J5BTBD8khuxUZVYOAdNvh6g/MstUduo6d4Qz5AZ1X0BrKmtLypCvX43NNS/slzKzehJH6EerxkMCVnsJDuKCXGO12EIhO5fZjTTIS6n1ds1PXPH3AU9o4rXKGh9SVXaKKS7wXKJGQ5D9O8oFrAUo77Afn1vb9dTDO1tvQC8O9P7SA8diiJo7CefgIwhkO6v/rVr4Ixhn/+538e7a5oNBqNRqM5CRiTSs1zzz2HH/zgBzjzzDNHuyunFKrDMKVh39Ui5vDPn1MPAKg0lbIJqsNwtk+NY/uP2xTKLY8Ll1eQGLmT8qk+OZ6Co5RX8MsgKD4z8rDQernBcZlXciG7kCUdy5ClHCih3S6K9LUhCnQQjiKU5A9+rkLD8N7agp0Oi1VmvPVDcAQObM/RbrbDdjFFKUPlDjw/sGifGLHeDu5fiEIDyOR7ftvqJ+A50Mv7qzMlzk/3n1oWQTsIjx309FPpGHNKTU9PDz7wgQ/g3nvvRUNDw2h3R6PRaDSaoqDpp2L/NGNQqbnppptw1VVX4dJLL8W///u/D7pvKpVCKpXylru6urz/J+Nj7tI9qO/lvgZDPgrEkAEA2D0ihHT3sQ4AQFvvZADAxAoZYi2fOpmtPDEyA47cZmcyWScgnwHpAyBfvTKStEy+NN5+VGYhGOJNj/Xe/vJJl3xkKArK8eoGyrIIFOqtrvf+ATgl8KPEgY4DzpingHgKTbAmoafYeMsRwU1cUY9of6b60KiBMd55B09aQfs5nAcSvpkk1eTJeeEpMsp+TH1McoMKi3cdig6RXeYg67Cc0U3B/eV2+hxsW3SJfJ9ofxILFYWG2g2vZ97FuREFKVWlJbsYZWB/L2VBUMlhyv5wHdjyvnAyaWSU95JbYoUjyyK09YrvNrr/6H6k+5Nb9N7Re12e74vR+n4qJWO576c6Y+qTe+CBB/DCCy/gueeeK2j/O+64A1/84hdzbvvhJ0+u1M7D4eS5BlG59cAL8nUIR65/9dgI9Kf8vPL8X0e7C0Vz4pXC7quTmW3Pjf3PAQAef611kK2HAkvvlYL1e6+qkmvOHpE+DZWT5/tpePT19ZXtXAZjReeZ0XlqBGPGqDl06BA+/vGP47HHHkMymSzomFtvvRW33HKLt9zV1YVZs2YBAD76zUcxkLajDj2pScYt/PCTl5f9GhgTz/dWhfjyrJk6DwAwd+VpAID/c8USAMBl8+rEfif2iuP6u6BiOxyP72nHpYsnw4zF5QnIZ0CchxvBQpeckUKjrDdzry9UsVHVFcpF46ksWes9YUSuzGRsvPzsJiw/5zyYluWpO/kUG6JQ5cZVJJFQO8qKoeSrcR0bTds3Y+qytTDMwr4S8iXXi/KZUYnynVHbyZdMz3UcvPzsJqxcez5My/J2HGpRyoAfzRAVGq/cQSj5nuI7QwqNE46ash0Xj7/WiksXNMBSnCR4RS0AwJ44HwDw2D7hO/PtR3YBAPZvfRUA0N20T+zX3yu7Xd7op9H6fiolybiFuz52QdnOx8z8JUrytqGNGgBjyKjZsmULWlpacNZZZ3nrHMfBxo0b8Z3vfAepVAqmGaxTmkgkkEgkcrY3kLbRnxqbNxxR7mtg0mnVMsWXZCwjltPe3IA0eiwxrGLyl4/ljAt2ZVsGLM+7lowamoZSjBdaDhk1tN5S9h+eUcMijBqWZdSoRohpWeLHVJkm8o6NMGqYYtRE7afO84S2Kyv4ML7fDNMq2KgxijRq8jkER+6nnE8NzabPQQ3pLs6okRs9R19aJuOF+kAfXnCOjLnB9d5+CA4wljV3Z5nMu38ITstW0Iin+29A3o/9aUrBIKfkRimkezx8x2rGHmPGqHnTm96Ebdu2BdZdd911OO200/DpT386ZNBoRg41CqpTFtDbfUI8GXbNEk+UEyh6SR7Hbek/Y5ieTwqcjG/0qFFMdFxkFJTcz1HWK4U1ubos2zNofUQZBSjGjWmwcGmFrB9Vxlgg+zCQ7UMijZdg0znKKAQvXt2PcFnQiFGNgVxRTlF4xSCNsLGiEiVxD9WICa0fQnST2J+OZ8F2ZfRTqFCl1454jSpWmZ1bKeQTk68gZZ6oKG/ZiYiacjKexMZdDs7F/cIsEe1E45bKItD9Rvefjnoauxgmg1GkUqOnnwRjxqipqanBsmXLAuuqqqowceLE0HrNyKCmW7cHxJdqT4d43XFETDO1LxVJ+RpiFcEGshxS6dea21kh3fKX2DM+5GukcULtKuUS8lX79m59ZZqqkGrf/vdO2IHVYEqivuztOSt++w6vlBwvKgQ8n5HjbVcUnVCIeC6yku8VarQQUdNKQzVivPaGaczQ20FRIFGVtIdUYXso1bWz1ysh297xqjGjGE3czoDT/KWTznrzpFEj76d2GcpN9xvdf3Q/6rIIYxDTAMv3RJEPlv8B5lRgzBg1Go1Go9GMR5jBwIpMNKNGFJ6qjGmjZsOGDaPdhVOSqLIJe44IheZQpwg1ndsopqFMo0kc5/ghrNxTatLgXgY0+aRLri90Pvmqlk1Qp5OgKDEjUe1bLYaZrRiYLDt0WVF5kDu5njcthcAl+EqMosBEKTdESMFR988Rq+2l/2c5lJM8X5RRSou6fai+Mmq7oekkRblxsrbTZyH2Cx43lArbQ6qujbAC409L5U66503HkrKSSfv3RSYDbknlUiqYblLcT4eaxf2154iYbtJlETQanzFt1Gg0Go1GM9YxTOblARt2G1qpAaCNGk0RkPJCDopdJ8ST4uvSgXHtjEYAgGXKkG2ZZIzb/hMp7Aw4+TVQKLdsP6TYRPjUqD4yPLgI7gQjMJiyX0ixYUEfn+yCmGrRy2xFgLEcZRT8s4oWCvS1ifShiVJugqeJDA33fHcC25nXlyhfF5Uon8ZClRmluwX7zkRtp8+B0s3nVWhUf5lcTr5qQcoCyyOovjaq4uMpNDIppadg2pksX7M0YIjITS7vn7QlfGpePyHyQdH9Rvef145mzMGM4n1qQok5T1HGXJkEjUaj0Wg0mlxopUYzZGjO3pVPmhR10dUmQktfPiyeHNsWTQIAVMSUXEGuK51HmIh+Ih8WSi9P55GvnmITEcXkKy65Q79Dio0ZESJOUVShqpO+YqMWwzQUhYDS7Xvh4IqykC86ioiKkvIuNUK5IUi5iHx4yz6dbNxg4aR6ocMKjIIqNKpJ3b9QhUYNyXaZfxxjLKtQZR6FJsovhrsjr9BkFJ8aOyObZAGpjcv7p61f7Ef3F91vdP/R/ah9asYeevqpdGijRqPRaDSaUYSZOvqpVGijRjNsVMWGojBePSyioI71iPXTK2sAwJsz5q4jn0gtcDsNF/LJViYZIyIVm6gkfd6BEb43SvRUSLFRo6gUxYYxI0uCkEpLVv4TI+sBW81x4xWojIiOou1+YFbQ18ZTXrxrlF2j8+X0lQkn6cvFYNFPKoUqMko3s7YX5zsTlUyPEiiSYhbIDAz4RSYLUWgAwLFD5RFC+WUi8tWobUUpNJyWs6KgxCEJcW/R/ZIQ9w/dT68eDkY9aYVGo/HRRo1Go9FoNKOIUGqKdBQOTVKfmmijRlM0DpVN6BNPkB2tYo7/9RNizn/VpAYAgEWFK11HShKWiPiAoqAoeNqIG1R0IqOgjAglJ7LcQlDZCUVRkcJjWF5pBZIS6BjTYMEyCq7qExPlS5N7OzzFIqjAqGUPVGVE/VozFa0kl48NzxH9RAw1CqpQZcZvf3gKjZoh2PH8gkRWZE+hiShKGeUX4yk6rh2p0DBl35BC45ASo+ahiVBo5Ct3HDnoEiJPjrxfnEpx/7x+KHh/0f3m6LIIYx7tU1M6tFGjGTYhh+H+HgBAd7sINd0mk4NdsXACAGBiojLciOuAZ+SPArUbdUIjKK8z5VU9jkFxGKb9QtNTdBsEk/Cp01LMtUN1o7IdVhmyfuS9BH5KCQf6kc8zLeWHcgeNoKiyB5HTVCqqEcSD00+FPixGGS/ednVayltf5DRTPiMHfNAK2wUZM0DO5HtDNWY4GRtZqQyyt0PdDwh8cEzeL12OcFSn+4nuL7rf9PSTRuOjjRqNRqPRaEYRxpjnFzbsNtzijh8vaKNGUzT0hOikBwAA/e3HAQDbj0wFALT0iifZhkRV+FjbBlecWUPKCz1FU7VipY1IxUZVSWi/qAKXXE3KF1Zs1AR9foVrMf2kllbwppVo2a+4ENwelbRPVXaU6SmvIGYeBScKkyQm+f98X4uFKjL+9qCyoh43XIVGTabnOL4Sw1z4H24ehSaywjZ3wwqNE+FcHKXQ2Mp61wmuzyjKDXylDgBceb/Q/bNdKjV0f9H9phWasY9hGjCK9KkxuE47B2ijRqPRaDSaUaUkId1Rdd9OMbRRoykZ5LCY6mkDALQ2izn/Pe3CYXjRVOHwyKw4GEkMruPJENzOWgf4T8axwUO91fWRDr/KcZHlEhw1KZ/vg+MVyfRKK9BTuyPkX6W0glewMkpx8c6R29dGqb3p7af63BCqAh2l4GTDPRWEhZQY5bQhSqXM+P3Nvd1XboIKDcsVRs3dyAR4oTDsQRLrqQpNOOy7QIVGTbbn+cAo4eUAQKH+VhyudBDe0yTuH7qf6P7SDsIaTRht1Gg0Go1GM4popaZ0aKNGUzRRUVBdx8UT5rZjXQCAS+fNBgDEk5VgLgcgfQLkEy2T0U1cqh35oqHyKTaIaMdbjgrxpnIJtJ9JSfnskD9OdlI34Ychm1BCv8NlD8R/zAJ9bVQfmijlxqQ+h5Qg5MQFgtFPBX4vMkW6yafMqMcNNbqp4GR6rgO4LL9Ckyf5HnPtsELjBo8dtkKjhnorPmMAwJIVsCtE1OC2YwcB+PeTjnoaf2ifmtKh3wWNRqPRaDTjAq3UaEqGGgXV19EBAHj5kHht7p0GAJhTVQvDcUFKjfcEK5UVGMEUcsNWbKzB9/Nzxyh5a9RyCcp+QJYSQ42RQqCspnw2zMtbQ20qhTGV3qt5bUI+NKHoJwTaVxWcKMysfU1ZDHIwohQZbzvU7YMrM+p+kYUo6cJ4hEKTpcwEop8iilKGFBpX2c9xRkyhUZUa7zVLqTEqa3C0V+xH9w/dTzrqaRxSgukn6OknANqo0Wg0Go1mVDEYg1FknpooJ/9TDW3UaEoORWUMdImCewePdovXzhQAYFZlA1zHAdAKZlngfcFoJ2YKxSbKV6ZgxcZ7Ahbp5r2CmMp+TApEnJ7WaXuOApecfDI8PxvKh0JRN3JflnUQ4OW8gecbEuxFSJFRfG08JSafD02EggNvP4TgnjqSX4khohQZb7uizITWFxrdFJVnRlFuoEY/FaHQeNvJ10otSElRecNVaNR26NqtmHDnSgNuZb13v9D9Q/eTjnrSaKLRRo2mZHDP8VG8qg7Dr7SK5TecPhmubQN4HUhUhNLOe46T1K5ynoKNm4h2Io0bpYp3rtDwUKVvsi5o2oP2JSMGyo8oTUflmZaKCgEPGTneWYLmw1AchrONmnwKeNT0VKmNmJAjcN5kelmGMcveXmjyvXCdp6jq2qFpqKEaM0o7nkN7okJ8oH2AWzUJrxwJ3j90P6n3mWbsw0yj+IKWrnaRBbRRo9FoNBrNqFKSgpa6TAIAbdRoRgDVYbi7rQMA8OJB8dp1+hTYsnikUVHtqw1KaHcoCZ/qWKkmL6PCgUo1byKvYhMqdCnJUdDSf6Kn+R5ZeVwNE/dCu6USoDgSMwRDv2laSg0BjyqXEKXc+Bed32GYeWpJtKNw1HR/ocqMuv9wHYFDyk2OgpTM5YUrNBFJ+ridCSkr+QpShhSZKIdiRZE04kKpMSprYLgcaHfQhSRePHgUgH//aAdhjSY/2qjRaDQajWYUKUnyPa3UANBGjWYE8HxqUv0AgHS3SOu+S4amNvVm4MonZaNuEhxD+qE4buCVmfJJltpVzlO0zw0tk2ITUegyu1xCSNWhfR0bjPHAvoE2aX2UI3EeX5tClRsVVclR4VltFuJTE6nYDFeZyeM7E1ZucifTY9lh127+/QdVaADATpdcoSElksa3hxz/Rv1kkergaDNa+jLe/UL3D91PWqkZf2ifmtKhjRqNRqPRaEYRw0QJfGpK1JkxjjZqNCVHjc5I93YCADpaRRTHjpYewHVQAcCpnCCiPgDwri55HD1VB588yqbYRBTChOGnyGNeuHeWosCZXwwzq7RCdpuR0VFqXxRfG7UwZZRyo/rO+En5op1qKPrJzBHSTRTqaxOlzHjboxSYfNFNymtkQUq4ogaOqyo40YUrgdwRSqVWaNy0HBs0vqVCQ+PfqZoIx3YANGNna693v9D9o6OeNJr8aKNGo9FoNJpRhBnMm3Iupg2NNmo0I4jnWzPQCwDoahNPni8d7oTJHZwDwK2bhliyUu4vnmDpiZbmmGk9kuJlxBUbIyIKCgBDsPil7xsio5/UYphe8r1gEr7I6KgIXxuwwpSbfFFQRLaikyv6Kd/3YzjqqThlpuDopsioqKxkeoznV2gcikSS23NEOpVKoXEGKNle0GfMiIuxYMjx79RNl/mbdmL7kU7vfqH7Rys04xfDKEFBS0f71AC6oKVGo9FoNJpxglZqNCOGl69GPtEOtDcBAF44MA0x5uKc6UBLn4NZdRMBAMzYJ/anjKvyxYwF883wmHjS9bLmKuctWrGhDK+5juNBJYYcUhgX+VFCpRW8DMR0q+XOLOz72NBzhqJMRCg3Xh+VaCkVV9mQ7ZOY7VMT5asYVVcmnGeGGo1QXryTKgpNlA+Nq24f/DjmOmCM+7mN1P1IoVGKSuaMdBqmQuOkRHkDNyPOScqjN64lZlKU7zDk+D/a50ifGmDroQ7vfqH7Rys145eShHQXWxBznKCNGo1Go9FoRpGShHQXefx4QRs1mhGDnixd+SRLURwnmnsQNzgwHdjX0Y+5E6cD8H0MVN+DfBgRT7DDVmykMERuGtmKjaeoOLQuK6Mw4+F6UWoGYi7Xm8FbT60NxVVlRomS8qJ2SLGh2lEs+MXGFR8cFc59FcZgDGYeZxqmSkGuq2xXFZkCfWfyRTflyxAcyD7Ni1NoAMDOFKzQcJnp11NmIhQa1VeMxrspx/+e9n6vYGpbS693v9D9o5UajSY/2qjRjDiqw3Dn8T4kTAAwsKOlBxcsnQoAMOLCE5iMGUf+OBSKAfHjEvqhpX4o++czbmAEf0RY1jF+vQMyKlwwDq/Sd6RDMNkqjro+dxK+sJHjWS/eeYP9yW3sgOV+imPwK4Ib4GGjheAFGi/e8tCMmMgkfGqSPNWYyVFdmzHD308xZrypIiqpMUjYdqQxkxoIHFuoMUPj2ZRfuzTe7Vox/rft6gZzHcwB0HWiXzsIn0Iww/ACFIppQ6ONGo1Go9FoRhXDLEH0k55+AqCNGk0Z8JSatEjz3t/RBm4xABPx4oF29K2aAQBI1tTLI46I46RiYzviidikp2u5Pmrwhm5tLzGb7I+yObSeVANZEJPn2BfkTCyVGpr28B2D6QClXAIJGmoId8S0lNeMosiEpqc4zYcNruDkbDsrUR2L3i13O6qyk9dBuLBppkLLI4SmpVxbXDNNL0UVlVSKS+Z0CraD00vqVFWUQmMPBB2FnbSiOMrpTUOO977kBADA8/tegQUXc2qAgc52737RSo1GUzjaqNFoNBqNZjQpgaMwtFIDQBs1mjJCDo8DXa1AzAAwEfuPduNIt3iSXTyRfGt2if27+wZtj55/DelPoQ7myFvczS1H+CHdYV8aQFF4qNAKk4qN9OXgSqg1+cp4ri35yiXk8bXx+hSl3Kg+NFx5ys/lMJytnuRTYtRj1P7kUWbyFbCMCu2OTKYXKkhpg3OW5QgcodDYim+N4hTM0wM5E/IBYYXG7k/lXE8Kjav4hhm1ItmeKcc7jf+9h7uEA/0SYKD7uHe/aMY/zChB9JP2qQGgjRqNRqPRaEYV7ShcOrRRoxlx1EJ8dn8PbFvcgJ2tvdjW0g0AOG3ybAB+sj01tDtfiDc9D+dTbMI+NE7w1YrnbJ9lHcNiYh+vUKT05VCLYfrHqgpMgeUSuKLEqMoNKRkhH5vgexVScrLJvn43IslelE9OPoUmjzKTrzwCU9qJLkhp+9sZy6vQkPoSimzKingqVqFRyyPQkziNb0OOdxr/HS29SJhCqbH7e3QBS41mGGijRqPRaDSaUUQk3zPz7zhoG9r4BbRRoykjXtmE9ABcWeSgp70TLxzsAAC84yLx5BqTPgcyCMrL78FcJbFcRBTUsBWbPOtzbiNlRvpyUMSUp8B4nQ0qMKHoqDx5afIqN2q0k9q+qqRk75elkkT6xqj7Ri0PV5mJjIoavCyCp6w4pLikwV1WlEJD+w1VobH7g/vTuPXGqSnUPRrf9gQx3l/YdgwA0N3WgYwFALVwMymt0JxC6IzCpUO/CxqNRqPRaMYFWqnRlB0nk4Yjo4YGuo5jy742AMDx8+cCACY2TJZ7HgAAuPLpmjm5bfAoZaY8ig3lqUkDnGUFHylRUGrZBFIijOD66HNHFLpUlRuqpKkqOEo/Auuzc7yoAk2UYhNVHmGYmYVD0U1R0VCUIZj2CykwGcBgRSk0dFyxCo2bVvoqC1hacnwfdxIA4I3/gc5WIMYA1MLRkU+nFIZhwCjS0bfY48cL2qjRlA2vFpSdhit/xDO9XWhr7gEA7G0XSc4aG4Usb8S2iuNUh+GIkOx8xo2pOBqXwrihak88kwE3WFZYeLDSN5Rl33GX516fd1oqGLLtTU/ReuVaQ0ZPNlTR2nGyOhwkv6NwgUn4VGNGKXMQmXRPSaYXXbvJBjeKM2YAYaCQo68jjZNCjRlHJt9THduNmBiZlhzfNN5p/Gd6O2HGDHnZGT39dAoxWtNP3/3ud/H1r38dTU1NWLFiBe6++26sWbMmcv+77roL3//+93Hw4EFMmjQJ7373u3HHHXcgmUwW0/WSok07jUaj0WhOMR588EHccsstuP322/HCCy9gxYoVuPzyy9HS0pJz//vvvx+f+cxncPvtt2Pnzp34z//8Tzz44IP47Gc/W+aeD45WajRlh7uOcOYE4GRS6Dohkuy91NwFAFg3ay4AIFYlrP++JvHE68on33w1TqIUmyiGotio6zhMAJZwUM2ucK0m8FM6w5TpKK/qNykuRm5lJlK58ea9lB6qZRO89f5Vsyx1hHF5DZHKTG5FRm0rrzKjTDNFOQJHljsIFaS04X8OxSk0gAjHHq5CQ+US1PFK4xmNcwEALx0S453Gv5MegCMd6LVKc2pRSqWmq6srsD6RSCCRSIT2v/POO/GRj3wE1113HQDgnnvuwcMPP4z77rsPn/nMZ0L7P/XUUzjvvPNwzTXXAADmzp2L97///di8eXNR/S41WqnRaDQajWYUYczwEvAN+08+qMyaNQt1dXXe3x133BE6XzqdxpYtW3DppZd66wzDwKWXXoqnn346Zx/PPfdcbNmyBc8++ywAYO/evfjDH/6AK6+8cgTekeGjlRrNqOLaafS3C7lz854TAIAbViwFACQaaoL7UoisW5gtPhKKTWid4UIoBDb57Ir9pA9NyA9HlleIdCRWfW2GqNx4oc5RyfZylU8IJN9T9o9QbELKz3CVGfU41RE4qtyB6mPjZABYgJ0BZyhKoQGEH81wFRo1lNuQodw0nu0JcwEAmzfsBABv/Dt2Gq5RXK4SjebQoUOora31lnOpNMePH4fjOGhsbAysb2xsxKuvvpqz3WuuuQbHjx/H+eefD845bNvGjTfeeNJNP2mlRqPRaDSaUYSmn4r9A4Da2trAXy6jZjhs2LABX/nKV/C9730PL7zwAn7961/j4Ycfxpe+9KWStF8qtFKjKTvcdUTRQYgil6luEdK697CYCz7cK55wZzROAwAw8zUAgJMmdUE+pUck31MpVLGh9kzFkX8wxUYUtKwQSoGbtY88GbODx1LWUC5LMTBIBYGio0KFLuVzByW1o8cQVZFRC15GJOHLpbwwiqDiNphbWAHLqOWQgjNU3xk1VJuioqIUGnrNpAFUiONY4QoNKTN+iQPfj2aoCo3tqTxBf5hYlXjv43I80/im8U7j382k4cpUB1wtRKoZ15Q7+mnSpEkwTRPNzc2B9c3NzZg6dWrOYz7/+c/jgx/8IG644QYAwPLly9Hb24uPfvSj+Nd//deTJqT85OiFRqPRaDSnKIZplOSvUOLxOFavXo3169d761zXxfr167Fu3bqcx/T19YUMF5Me0tQAglFEKzWaUYW7LpyBXgB+vo5XWsXy3BkLAABm8hm5r9juOuoNJJ6QS6XYELkUG7UIJjeltJtJg7Mon5us9a6yTD4UtJ9SZiHK18aLalKS7XFVkRlEofHwfGrscPSUSlS0k5o7qMCke2reGTX/TCj6yVWUm0x29BPA0ylwxiOT8xWi0NDrcBUaJ0O+NOIzMpNijMTkeKbxTePdluM/OypQoxlpbrnlFlx77bU4++yzsWbNGtx1113o7e31oqE+9KEPYcaMGZ6j8dVXX40777wTq1atwtq1a7F79258/vOfx9VXX+0ZNycD2qjRaDQajWYUYQbzggeKaWMovO9970Nraytuu+02NDU1YeXKlXjkkUc85+GDBw8GlJnPfe5zYIzhc5/7HI4cOYLJkyfj6quvxpe//OWi+l1qtFGjGVW468BO9wMAets7AQDPHmgHAFy5UjzZxmtEAUDXOS5e01H+BiOj2Bhx+eTtOn7m21hcXoDMKGzb4Fkqh6/EKH2NWPZ8beh4+jJRfG1Cyg2hRkt57ef+ogwc76kqPNo3hsijyBCR+Wry+c4o+WcilzPB6KbsApac8VC0lEuv6WBE02C5aIar0HjjMy4+Oxq/mCrG87Nbxfim8U7jXys1py6jlVH45ptvxs0335xz24YNGwLLlmXh9ttvx+233z6c7pUNbdRoRhXOHbjyB2igsxUA8JyshdN/0VkAgMopDQAA49VDAICM/NGgaSgeqgk1MsYN4DuhkfFBDs/CQZXnCOE2B11WQ7+Z7HtoWiqPkRPpOOwoRpQ6bQWASQdp5thgqptd1Fx5lPGTz4hRp5nyOQLnmY6CrUw/2RlwuEUZM7RcqDFjD1CbwXIeVoUYWTR+++tmAgCe2/cCAH+80/jPdqDXaDTDQxs1Go1Go9GMIqOl1IxHtFGjGXXo6TzTK+T448e6AQD7O8UT7MJpYo6X5oxdCjsOpZK3leVyKDYGYPnTHqqjMJPTS35ItxtYjnIkDk1L5VFuvGR8qoOwQmjaCvCnlFwn5Cict5ClulyoMqMm14tyBPaUHFIzlGkrb9rJFh+gnQHgFqXQAGLKaagKjZNRSmPI8ZqU43e3HM80vmm865IIGsooXGwbGh3SrdFoNBqNZpyglRrNqENPqk56AADQKQv8bZVPtEvniLIJsaonxf4tYjsVDAxTPsUG2UpNdo0BUhQoRFuu5q4ZXI5yHCZfm6EqN147ii+PquRkb6Iwc9eOftoLJdVzlM1DVGbc4PooR+CQkhPytSGHYAewhA+NC7cohQYQfjRDVWhou1/AUoZyy/FL47kzq4Bl4L3QnLIw04RRZFg0O4nCqkcTbdRoNBqNRjOKaJ+a0qGNGs1Jg50Soa397SJ0e7OMgvrb85cAyCpwuU+ExLpetAkPvNKwJv8VgpmqghPRj0Arg+PSDK705QiVQ1APMNSQ64joKENRaApVbiLOM+h8PSleTgZRM9JcDeVW1YWhKjMFJtuLjHZSoqZcW0bEpW2h1BSh0FA73jolZJsUGl+xoWsXn7ZRId5DGq98uhi/mzfJqD45vmm8azSa0qGNGo1Go9FoRhGt1JQObdRoRh2uPM2nesQT7bb94rX7zQsBAJWT6+URBwH4vgzMCeb2YKaa64OGeWZI/SpEsSGlhnw5/HqTSlQT9U2NhoqKjiJfmyEqN4Q3v+7tF+234Sldtp0/T4qqyHjrh6bMeOvzRTdFlDugdvwoJ5n4znbgcqcohYbW2/0Z+X+pzPTTtqAPjafUyKg8Lz+NHK/dlSL6adv+AwD88a2Oe82pCzNKEP10khSUHG3GzLtwxx134JxzzkFNTQ2mTJmCt7/97di1a9dod0uj0Wg0mqIgpabYP80YUmqeeOIJ3HTTTTjnnHNg2zY++9nP4s1vfjNeeeUVVFVVjXb3NCWAnljtflHor61ZFPrb0y6eos+YMwMAYMa2A8gqbBkqcBnF4IpN1JMOKTaG44ZuGM6EEkK+HJRN1ogF91QLWEYuu0GFZajKDfIoOCrMNLNKHTjgmUEKXwLhMgnDVWZUn5ooHxrF54aipEhpoffbtcU1OOkMGHd8ZYYKV6rRUKTgpIP5bBxP0clEKjTesuJrQ5gxMY6q5XjdIccvjWca31qh0WhKz5gxah555JHA8k9+8hNMmTIFW7ZswYUXXpjzmFQqhVQq5S13dXV5/0/Gx8ylh6C+j7drYDKFf1waHeku8eW/5bCQ65fNPR0AYNZvAgC4bRRqK3/YuKyLBGloyPIJVkwu26J9y5LL8nfTtGQ15Yz4YTRN+QMp7QST7Ak7K2xXTtO40uRJpR043IUhS0IZMrzbkNu98gOGrNFE0zxRy2SMUCeo1pT3+xk0cphn5ASdoZnqQEzQetuBLadNMqk0OBXFi/jBDf0Qy2NDRox/gHhVQ7SVBIpU5iC87AaWXaqvZAfrLKXkcjrtwOEO3AxNTwW75XizZPIzlp+5I99/R44Jh5uwyVCS48mWx7i0LI1BatOMi8/YrBcPWUyOVxq/NJ5pfEOOO27698B4vbfHGuXuOzNY8T41QyxoOV5hnEcVdzm52b17NxYtWoRt27Zh2bJlOff5whe+gC9+8Yuh9ffffz8qKytHuosajUajGaP09fXhmmuuQWdnJ2pra0fkHF1dXairq8PRH/0raiuTxbXVN4DpN3x5RPs7FhiTprTruvjnf/5nnHfeeZEGDQDceuutuOWWW7zlrq4uzJo1CwDw0W8+ioF0YSG+JxvJuIUffvLycXsNVkI86dbOEA7Cb3rrWgDAty+qBwAcvOPzAICjzx8G4IfW0vQRPTFbCTG8DVkt2UqK5VhSLBux4Hraz7TEspmMyfUxbz1NK9G+PJ7AC/PPx+pDz8DiDsxYLLDdkG3RcZ5yQkn56OnMjAeuAcp0EpPthELAySGYGTm3Rys1/lOd7QJ/aQEumQJY9LDo5n7WCSs1Dm0QryEH4txKTKicgkOh2uQYHCyb4Dn8kmLjTf2I/TI2xwvzz8fK1zbAdB1vuzfdZAenm5yBjLI+mFjPzTjIDCjraJ+UUsBSXgONo+lni8KVs2/9EgDg/zzRAQBY/9BmAEDXkd2ynV6ojPd7e6yQjFu462MXjHY3NMNgTBo1N910E7Zv345NmzYNul8ikUAikci5bSBtoz81Nm84Yrxeg8XEj0dcTg3YcuomJqeNTDlHwFJp+Ro0apichmKMpoCkgSH9Uwwp9xtyuymnGQw5hWPK+kemjKoy5KtpZLmyUDFqLvpqcUcYNfLcND3lT0NRNBQZE8qyPCej2kvKK6PDFIXZW28or7Q9StEOSNUyascAYoYarxUkUtal90NVwBmtz31d3nrZsp+V2Q0su/TK6VX6EslXVwrOpuvAdB0wOe9Er3DkskPLlPdGrqc8N2R8ZRwY0iAy5A8zl0aNN97SNJclP0saT7JtGq80fgfkeO5XjKNcjNd7W5MbZpjRDyBDaEMzBo2am2++GQ899BA2btyImTNnjnZ3NCOAK51BU93CF+H1gx0AgI6K0wAAlVMnyj0PAfCfmJmpFGMMJd8L/uLG5GtGWR4K5OjrZmy4g4ZNS+NGztVHhn6Hyh/kDgH32o1wLPb7F9GnrC9AYSdYIqTbU2oijlMchaMcf/22I0K08yTfUwtS0nG+Q69SsJL8XdLCoIlyCHao5EEmqL5kBsLLasi2mnyPHIcpJN6Sswc0PjsqRCj36wf3AfDHM41vjcbDMMMq7HDa0Iwdo4Zzjn/6p3/Cb37zG2zYsAHz5s0b7S5pNBqNRqM5iRgzRs1NN92E+++/H7/73e9QU1ODpqYmAEBdXR0qKipGuXeaUqIWuOxoEb4Hr7eJtPJnLhShslZShHYPtA/I/aMmR2iY55bCi1FsuCHadjM2nEGUmqjIBlV5iSx/oBTI9PdXFB1XeVqLeHoLKDocACwxJUPTSKpvDBFVHkFVYKhpJTQ7qpwCV5QcNQSblC5VofEUF3LZydhgrl2UQgMIdcYP5R48tNuQCiD51NTJ8fmyHK80fnUBS00khiH+im1DM3aMmu9///sAgIsvvjiw/sc//jE+/OEPl79DGo1Go9GUAGaaRVfZ1lW6BWPGqBmjkeeaIrDT4km3u60DAPDckU4AwDkLzwQAxKv/AiAr54jMVYL+KOdE6c+i+J0YSn4HJ1RmYRAM/0nfc0rNAXMilBqp4DCpUBhSiYksXElP+V5+Gql8qEn5qP0In5qAosMBoALIpH1H38g8NRGFLaMUmzyFLsl3hpQYL5meUpAy7FNjB5a9PDS2DTh2XoWG1BZX9ZuhqKm0mz/5Ho036SEVrxYRbAk5Pmm80vil8azRaEaOMWPUaDQajUYzLtGOwiVDGzWakw4/N4l4yh7obAUAbN5zAgDwj29eDgConBT0pXJIzYtQbMj3wfedseTy8MNOKRss+XKEtpMCo5RNUKOhVCWH5SlcGfK5UXxrvPNE5qnxFRcqYslt2w+xjox+iohuKlCZ4YqiExXd5DpKfhp6dXL73HiZgtMZMMfOq9CopQ583xrXW448Ro4vGm/0DnvjcY4Yn5v/JMYrjV8az9qnRhPCMEpg1GifGkAbNZqTGPryz/QKGX/vQfHaVXUGAKB6hgidNcwjAIB0Sv7IyCmUuPzxMeiHS7ZLrrbqNJOjTEsVhDRqaNrD77ucTonlvsXUaRzVkdibljKDxkrBRg5h5L6mgPFDc0522s8fo04zEVGOwgUaMVHTTKojcHgaKspxOBjS7QxkACdTsDFDU0yuEqbtpp2QEzEZM2mXSiuI16QcRzQeu6qmAQD2ylBuGr/amNFEoat0lw79Lmg0Go1GoxkXaKVGc9ISCu1updBusbxkgQidNeI7xH690jlUdSpPiXaiFJowSoXtwfandPsDKcCxPQXBjFBovDbV6SZ12TUC64eq3Ph9zy1pZys6/vRTJu/0UyjUe4jKjLo+yhGYllWFJuQoLJUdR2Z9dmwbsMNTR1GJ9CKdgDN+qYWMHD+k0KSVEhJUEqNejsddbcHxqkO5NXlhJfCpYdqnBtBGjUaj0Wg0o4t2FC4Z2qjRnPQ4MjFbb1s7AOD5o8JHYdWS0wEA8SoR2u3IZGdORPS/4ZVTGLx8QliZiXYk5lZWSLdTuMNxlA+N11fTDKwfqnLj9S/KN4Y8jAwDHAZgSaVmkLB0ADkchYemzHi+MoojsOojo/rURCk03nqpNrlpB8x2QgqNmkjPiVJyvGXXK4egKjT06vluVQkNsFKORxqfNF4dXRZBoykb2qjRaE5BXNeFoR0LNZqTAu0oXDq0UaM5aVFDu1M9oiDgU68fBwB87JJVAIDKSZXigENdAMI+D4TJ1FBvGU4dESGkoio84mQUGWN7FZ8HwwvlVnxuDKnEeIqGEupdqHJDqpK3X47ke4dPdGLXkVa86cyFUtkRSg3sDLibCe0f6L+ivKjXlU+ZifKdsTMObNeFJT+7yCinqDIJ8v1wMw5gO1k+NHR8UKGxB5QoKNov7fvaZNzBlZoKKdXQ+LMWifH41F/E+KTxqkO5NXnR008lQ5t2Gs0I8/yRltHuQoA/b9uN32zeMdrdCPC/23bjUEf3aHdDo9GMcbRSoznpUfPV7DssFJm+icsAADXTqgEA5lbx5JymyBlFsPFdZaQfSlp9clainoxcUU/KPpaf14TZuZ/Ev7JhC37w9hpMrqrwFBYVbqqKCwLLpGjkU26849Roqqx217+0G0+8shd3fvAtsEwDDgwgCTipFBhyq1YhZcaNUGoilBl1e7bvTMp28NVHn8Fd77gEcyqSoe3AIAoNlTWQEW9OxgHPOL7iElJk1Nfc+2VcN6TM9DvB/DTVlnhPafz1TVwIANh3+CnRhs5PoykUnXyvZOh3QaMZYVp7+3HHEy+MdjcAAK7L8Zcde3C8uw9PvXZgtLsDAPivZ3fgYEc3TvSdPLWRDtup0e6C5hSCCloW+6fRSo1mDBCVr2Zfh/BVmLR4JgAg/uheAECrk0Ent7HQEmnr0xEuM6Yd3BCOggofGNonRn4/wpcjFwO2g9/u3Id3nTYH586ZFry2POUSjAjfmSjlxu9n7rw3W/cfQ1uPMB5+u3kHzl84Cy6T/ii2DZcXqNQoy/mUGc+XRilz0NHXj7s2bAEAHO/syVJg8hWyVKKVSKlJu+AZN29+GkfJIOxkZQ0+aA/gv7qbcVO1GFdqBmFSAONSyauX44/Go85Po9GMHlqp0Yw76piF/+w/isPOwGh3BYAwagDgCxu2IK0mryszf35lr/f/37/wKpzIkO/y8L1NL6GjX6giJ/pG//NqdzL4UttBVGunS005MYzS/Gm0UqMZO9gpoTD0tgtfhWcPdwAArlm6AABQEf+r2LEvgxpm4rt9R/CPFTMxy0oE2iGxxZTZc9UaUYSRN/MwwLKe+Hkmt8GSkkbNnvZu/Oi5V3Dj6qXeNh6hsKi1o2h9lHJD0UKej42q+Mjz/GW7b9Q0d/bimVcP4JxFc0UbaQcuz30NrmKMFRoF5aq+Nlm+Mkc6e/Cfm7d7xx7v7vMUGrXmk6/YROSXkeqJk3HBM84gNZ6Cx2fXdRpwXXyp/SBa3AwuYLHIqCeigjIJy/H3BzkeaXzSeC0Gzl0wpn+sxj06+qlkaKNGU1K4PQBmJUvbppKCn6oeP7tfJDe77sy1AICKhl+KAzoGMM1I4JjdjR/0H8HNFTMxwYh57alGDWEo81SDlVOgaSgW86czeCasetiuCzurbMN3n9uJt8ydjjkT68TxamFLabQYEWUUVIdiI8JBWJ1+4q6L3lQGz+w5HFj/2+d34qy5Ir2/k8mARRg1+YwXQjViQkYOlT1wXXxjwxaksto90ds/SAFL3xFYbFdCscG87TztFG7MyOP7HRff6DyEPbZQixoGMWpo2qmiQYzzxBli/D37shiPND7VcTtUeKobbvsemFNXDut4zdiBGWYoceZw2tDo6SdNiXFPvAb3+C5wtf5SmZlqxAEAndzGD/qPoCtfptwRIqUYAwOOgy8/9fKo9OWp3YeQcVzEpWpTnYjjoZdehxuR12ckeaWlDb/eviewrq1/9Jxzf9rTjOfTPd7yZDM2yN4jj9t9DPZrvwdL1I5qPzSasYZWajQlxaibA/vVX4P1NMGcdS5YCX8c1NDunQfEk7F9xQoAQPV0Gdq9vxMzTH/K6TjP4J7+I7i5ciYqmQmTiSdtVanxkvPJrPY5k+1JDNoW9xWBXNNPfYoxtXRCLToHUnhy31GcO2MKDNWh11Nkck9LqUn3XHV7hIKDDNDR1Yvf3PhO/PDJrfjjjr24+32XIe04aG7rAuYKVcQNlUHI/R5EKTLqcVGh3E/vO4pbL1yF/9r6Gg539aIhGceJvoGQQkOKCydn3VBSPblM/Uq7QNqNVGjUJHsZ18VDfSfwx/62QP/rEFZqaIqLxg+NN3v6GQCAnb9/SbRZRCg3PQw4+/4MuBmw2plDbkMzBmEl8InR05QAtFKjKTEsWQdWOQm8Yy/s1/4XXPmxKBfTjaAfTTNP497+IxiIiO4ZKVKOi1nVlbhxmchhMq2qAj+78nycO2NKWfsBAO9ctQTnLpiJmCUMJoe7ePvKxWisqyp7X65btQR/d+YiNPf0w2QMD733Mpw1dWLZ+/HsQDd+3N0cWBcHQ80oVDzmrg3n0F9pCaxmOpgZL3s/snH7joOX+Z45FaHpp2L/NFqpGXe4nYfAYpVgleX/gSBYwwLwvuNAqgv2aw/BmLEGxsQlYCy/4+1ghEO7+wAAR9JCDaqbXQ8AiD9zFFNYDAkYSEktowYmphoJvJzpwTpD+LOoLjP5k/P5kL9NwFE4x/5JF/jx+efAtRju2b4bzzadQGogAzK5uOoT4ykypHCINo24uEYjwmcmn4KT3T75hAykMnAyNlzDL03gqEpNnlDufA7DrudLkwntv6PpBDKui9Mm1mFCzMLn1i4LKTSq4uJG+Na40qfGlQ7b0QqNn1wPAKabcXx7wkJ8oWM/TkhVbZIRQ4aHfWnoCun9o/FG44/G43BCuXm6B/a+9YjBdy426uYUfHyp4Zk+OEefAzPiMGatG7V+aDRDRSs14wxWNRn27j/CPvgkeLp3VPpg1M8D5I8MuAP38NNwDjwB7pSvWjFjDFNYHBNYDAaAXji42GrASqumbH0AgJpYDBMScUypSGJeTRV6MjZeaesqax9UYnJqa7TDy19uESreiikTAKBoo3c4TDHjOGAP4IRrY7IRw4crp2KSUV5/Grf7GOxd/wsEVE0GVje7rP0AhCHmNG+DvfN/wNv3wWhcXvY+nJJQRuGi/vTPOaCVmnEHs5IwJp8Ot/kl2O37YExZBmPK8pL6tuTtQ6wCrHYGeJcfacM79sEeaIe14HKwWGVR7Tu2MI6624Rj5/YWYbydu2weAKDif3YCAGYYCaw2a/FXpwNbnW78OdOOt8eneE/e0UqNXLbDsjtVwqUnfiNO0TRuzix/3PEbXTNpAvZ19+Lpo604c1K9ON7kcr9goUtD8ZHxoocMWh8sk5BPwfHIADQSUgMZuGkbtIubdsDcYAh1+HoGV2R8H5rBk/G5joutx04AAJY11GYpMcEClK6SPM9VfGtc+Z67zFdmWNrxFR1FoXHscJHK3/eJfrwx0YDVVi2msgTSLvd8aNR3ggpZTpTj7Sk5/mg80vgsBM5d8FQnWN0c8LbXvPWsurHkUYT5cLsOwzmyGUgJo5tNWAQWry5rH05ZSpFnRhs1ALRSMy4xpiwDzLhQSZpfgr3zV3COv1rWuXGjYUFgmU1YBGvJ24o2aIbCm6wJmGTEcYHZAAbgBacL7XmqUI8kayYLRWJz84lR6wOQrdSMrq8EKTXLJ9ePWh/22v3YZfejkhk4Ny6mJbOdzEcaxgyYk07zVSrpy8NqZ5WtDzzVDXvv43D2PuYZNACD2Xhm2fqg0ZQKrdSMQ5gZhzHlTLjHnhcr7AG4h5+G2/oKzOnngNXOHHGpn9XNBgwLLNkA3nccvG03+ISFYNVTh90m+Si4GfEknKJ8NTIK6vLTRYHLutgjog9gcDhHNSwsM6qxze3BX+x2vNMQTrp+vhoqhKlGQwWT8wHhMgkU8eRGJd+TCdqQdrCqthYGgJdOdKB3IIOkaXpRPcxR2lV8ZFTlhillEihaSlVm1Hw3ABCXpxpIpUXEEyk1GRvIDK4yuG5upaYQZSZ7e3vfAA509aLCMjG3otLPHyPlkUIVGs9nRl6Tk3bB0jnKJORQaADg4T5hWJ0fr0cMBvpdf78MD+5LH31dTBaylOONxh+NRxqfhfrUuF2H4Z7YBTAT5oLLAABG7UygDJH2btdhOPv/AihReqxhvg4nLyOlqN2kaz8JtFIzTjEmLwVk7SOCmXHwTE/oC2wkYIYFVj8P5pwLYUxdCYALvxp7dFLhnyfVmq2jqNbUxGI4vb4WadfF1uPto9IHAIjJKInMKPrUbD/eAQA4Y0IdzJzV0Eee404GWzLdMAFcHG8YlT5wewDOwU0AAGPaahiVkwAALF6eiDSjdias094BKOqUVmnKTNH+NCXISDxO0ErNOIUZFozGFXCPPOOv5C6M+vll868xZ6wRqlHjmeA9x8B7muAcfBLmvEuLapeegNMyH8gL8knZuupsAEC1zPRqdopkbmnXRS0sLDeq8bLbgw12G/4mNsVzgfHz1VD+Gsjjgo/KSYd7CoLXlyzFYLBoKcoEfPaEBmzv6MIzR49jTUMDOEVRKb4w5GtDuXIKVW4g7TXy/fGjoPwvvJi8vlTahj2QhiPPYafSMJ3cBi+PKJPgbx9cmfG3i+t6qUkoJGc01IkcP8r2UPSTVwgzohAl8zMKs6zoJ2ovV86ZR/rb4AJYG6tFJUykXR4oXqkWsozL95TGl7VEjLcXHhbjLz2M/DTO4WcAux+seiqMyacXfFyp4K4N58BGwEkBVhKwB8Dq54El68vel1MaXSahZGijZhxjTFwMt3U7WKwa3O4D7z8BZ+9jMBe8uSz5L+gcjBkw51wEe9fvwLsOw23dAcxaOex26UfDHhAOmi3HugEA/RNXAQBqZwrZ3NgvfmTI4XOtUY9tbg9edLqxzqzHVCaeTtXpBdXfl9ZnXNdLzOf1JStkmEWVAwfApZGyur4eP8EBbG49ASc933f0NYMGlDotVaiRQ4Qdhv2+eUZNJgM3k/GmdtxMBizSqBk8tDufEeNvF8vbSKmprRE1p5ygw7RfTTtonESWSTD8aSmWdgLJ9QDfMKHPutOxsTElxscl8YZQgr0M56Gq3PSO0vjqnyhyD7Uc2wjAH48FTzu17wXv2AcYMZizLyh79BfnLpz9fwHvbQZiVbAWXQl79x9hNq4oaz80mlKip5/GMcwwYU5dCWPSElgLrgDiNeB9rXD2PgbulHcKhsUqYc6+AADgHn0ebu/xsp4fEPV8lrFquAD+aneU/fwAcGZdLRKGgVc7u9GVGZ1psJhUHEbLUZhzjm1twqBY1lA3Kn14MtWJAbg4zawsq2MwwdO9cA4/DQAwZ6wte5QR5xzOwSdFhKKVFFGJ8WqYcy4CqxidqbhTGWYYJfnTaKVm3MMaFgDcBTMsWAuvgP36H8F7W+DsfRzmgsvAjPINAaN2JviUZXBbtsM5tAnAtUW153qh3SJh2b5OsTxhoUg8GH9KhJQ7Xh0qhjVGPbY7PXjJ7caFTgPqjRhIJIlSaILrg6UUjOzpp4gq3YCvuFhxE8tra/F8RweebWnDG6cJp2WuOgor01KFKjf++dTpLH+ZJh/TGVuEdMtzuWknUqlxI5Luect5lJlsJeZobz/aU2lMSsQxybDgpB1PLQpNPxVYJsH1pp+EYpbJcvjNfnU4h8051qfElNEFsXoZvi22Z7LUGa/ytzf9JM5B44vGG40/t8BQbs65yBzspMFqZ4FNWFjQcaWCcw73yGbw9r2AEYM1/zKwpDAujaryZ7rWQES9FTt9NApZsE9GtGk3zmHM8AwXFq+GtfAKIFYJ3tsEZ+968DIXejSmrQarnAzI4oHlLnxZz2JYbgi15klndJx1V9fXAwCebxud84+2UrO9Xag0ZzTUjUrCvS2ZbnRwG9OMOJaY5UsxQLgndoF3HwHMBMxZ55X9PXCbt8I9vlNEW82/FEw6J2s04wGt1JxisESNr9j0HIWz788w572pbHVDyL8GBx8DALhtrwPV84fUhlcuQYbO9nV0AAC2St+aK88QSdGqrW0AgGZZ/Jme1s9h9diGHmx1unGuWY/JEL4/FNrthJQb7m33ihqSMeYpDOJAB7nVGlOGdjtpB2dVi6zGz55o95SH7NBvACFfm0KVG0ItxkkBX8w0vJs+lbHhZGw4XF63bQN20MhVfWf89cHzDabMZO/vOhwvS3+a02tqQqHaqlKTT6Hx2qVSD5yDcZ6lsohX+uxTDscjMnPvxfEGUV6BI+QUnO00TIpdtSXe+wlyfP1Bjjcaf04Bodw81QX36HOi3VnngcUqIvcdCZzWV+A2bQXAYM69GEYRKRY0JYSx4gtSjsIDwsmIVmpOQViiTig2VhK8+4hwFhxGReHhn78G5sw3AADco1vKXvSynsVwhvSt2TQKvjWLq6pRY1k41N+PloFU2c9PSk0mImvwSLOjQyR4O6O+/HlQXnP6cchNoZaZWF3mkhmcuyLSyLXBGhbAqC9vbSe3fQ/cI5sBAObs82GMQhkGTQTMKM2fRis1pyosWQ9rwRWwd/8RvOsQnANPwJx7MViZbgyjXn6hcgf2/g2wFl895FBzMsRSPcIoel6Gdr/3dFGvZkL8YQDAHlkCKzua5RxWhx28By+73bjQbUCDEcuRfI+Oy52cDwBidjCkmxQZblL0TnB/UlpW1tTiyfY2PHe8DW+Z0uhfkxeiTUpHUKGJUm4oWsig9U7upzbD5LDILUiGPrvSH8dNO2B20LhVfWm8fiqKjLc+hzKTvT5tO9gpjZollVXhcgdK9JMXDZVWo6sUBcciQ40DWSqLGtX0eEqMlXVWPVzOQsUqsxUbGi+k4E2Qn221HF803mj85XswcFu2g/e1ArEqmDPWDrpvqXG7DsE58CQAwJi+BkaZ/Xg0mnKhTbtTGFbRIBQbMw7eeQDOgY1lLaUAAEjWA6lOONn5dMpAXVYk1Gj41pxVJxwzn5dTF+UkJg2f0VBq9vb0IuW6mFNZgZpYeQtHHnNS2GH3IgaGN8TKG3XF+9vgNr0IQKgkzCpfxJXb0wxn318AcBiNK2BOOaNs59YUBmdGSf40Wqk55WEVE2AtuBz27kfBO/bBYYb40i3TDWLNvgDo/DV422641dNhTFiQ/yCJl6+mXxa2PNQBADDPWQ0AaKgSP5pmB2UxDj61e5FQ0rdmihEPbM8VDaX6asDliEGk4We5CmAqvi6UHuisKjH18nxHB+y0DUveityLamJyuTDlxntPlDIOar4a7vpKTcoW5QRcLpWajAOElJrcSoy/rPrWBJUZNaqJQrmXVtfASTuh/DOhfDURPjRq+YOMIT8HzoFAjhlfsfnTgDBe18RqkYQRUGPUnDTZl0VKjTeeFovxtf3XQqGh8Rel1HDXgX1go0h+OWkpjJrpOfcbCXh/G5y9jwPcgTHxNBhTV5Xt3JohUIrpI23UANBKjQYAq5wEc8GbASMG3r4HzqGnyhaVxJJ1nn+Nc/gp8IHOspwXCPrWlDtvzaxEEpNiMZzIZHBgoL+s546Zo+dTs7NLONeeXltef5Zu18azmS4wABfG6st6brfpRWCgHUjUwZh+dtnOy1NdsPf8CXDTYPXzYMxcOyrRZhpNOdFKjQYAYFRNBuZfBmfvn8DbXofLDBgz15XlS5A1LATrPgbevgf2gQ2wFl1VUP4cNbNwR6t4HZggfjgo86t5VPyQ+k/fQd+aVxTfGvVpPajcBI29OBcKgSsVAkNREryoJyUqyjAZVlXV4rGOE3i+oxNzK0RosR/NRIUqC1NuiKhyC4QLwMhI9cJxRI4YTn45flFOVYHxjs+j3KjKjKv42LzSKf1pkpVCqVF8c6i8gasoOKGoKEdVWMTnkA751Ih+PZHugA2OZWYVGlg85Euj5qRxsiKoSPyi8TQwQUTrdbQeAjB4JmG3pxluyzYATGQNLlNeKJ7pg73nUVGCoWaGzFisn2FPWhgrPnpJG6wAtFGjycKobgTmXQpn72OyarABY8bIP90xxmDOXAe7rxXob4N79HlPvSkERyY965JJ0A52ifjlhvn1AICKLccAAJ2Uej/LWKmGUGu28R5stNvx1thkT77MZdx44c+5QoZdDvqZjMlWoo0bE6sqa/BYxwls6ezAOyaKpGfRIduDGzkEc1WjI/zZmbLTGceFk3bhcn+qhysOuipuqP2I0G4nbNz0OQ729fUhxhjmxipy1nwq1JhRk+sFPg8eNFLS3MWmtFAAz7PqI6adoqefKuR7TOOJxheNNyci6R53MnAOSufcxhXiwaEMcDslDJp0D1jVFJhzLylbygbNMDEM8VdsGxo9/aQJYtRMgzn/UoCZcI/vhHv0ubJMRTEzBmvOxQAzxHk7Doz4OYl1Zj0MAC+73Wjn5StdsEr61bzU052V9Xjk8ZLvlXn66bXeHrgAFlVWecUhy8GzmS70wsFsI4k5RrJs53WPPgeku4GKiTCmrijLObmTgbP3MWCgA0g2wJx3adkK2GqGz2g5Cn/3u9/F3LlzkUwmsXbtWjz77LOD7t/R0YGbbroJ06ZNQyKRwOLFi/GHP/xhuJc9ImilRhPCqJkOzHsjnH3rRfFJZsKYdtbIKzaVE2FMPwfukc1wDm0Cq5w4aE0ckvupgvRAl3gaf7lZTDdduHgmACBpvDroeWsQw+msGtt5DzbZHXh7XKgmuZUa+r/vgFqFsEIAN79i0wATM+MJHE6nsLOzG0srqz1HYlce56lG8lqjlBuCKY7CqpIDAKYUizKOdBSG7FPGhTsweIbpULmE0HSUMu2Upey80i0+lyWV1ZGh2q6i8EQpNLmUsiqIaUCeNXWUcTn+LEsiXBir95Lthaedoq85Kcsj1MvxtFGOLxpvNP6yp5/crsNS7TRhzbmwLFM/3HXg7P+zCBuPV8Na8OayRllpxhYPPvggbrnlFtxzzz1Yu3Yt7rrrLlx++eXYtWsXpkwJl8tIp9O47LLLMGXKFPzqV7/CjBkzcODAAdTLDOknC1qp0eTEqJ0Jc+4lABjclpfhNm8tz3knLQWrmw04aTj7N5QtxHytIdSabW432t3yqTVnVQq15sXe7rKdM2ZQ3p3yKjU7e0SU0NKqqrKd8xWnF608gwZm4QyzPEUjuZ2Cc3ATAFkWJFk/8ufkLpyDG8G7jwJWhShQGSt/CQjNMBmF5Ht33nknPvKRj+C6667D6aefjnvuuQeVlZW47777cu5/3333oa2tDb/97W9x3nnnYe7cubjooouwYkV5VMhC0UaNJhKjbjbMuRcDYHCbtsJpfnnEz8kYgznrfCBWBd7XCvfYC3mP4a4D7jpI9bQh1dOG7Ue7sP1oFxqWLUbDssWoi5moi5kwme/0CfgJ1hzOUQPLi4TaaLcHtuX6S7vCCdUNOJZyL70+qToZVxRX5A4HdzictHTOlX8rKsQP7Yu9XeCu8HFx0q633dvf4XAdDifjyj9H/KWDf27aDfyp2520A9Mm1UP2J0NlJ8L7Drl96pfsp9fvtOMZNUvild51clf80X7qddP7Ru8jva/++yz+XE85E3+0/i9SpTnPqg995oP9AfDGC40fGk80vmi80fjzxtXhp4WDbtVUGJNPH+adUDicc7iHnwHv2A+YcaHQJMqfrVlTBCU0arq6ugJ/qVQ4a3k6ncaWLVtw6aWXeusMw8Cll16Kp59+OmcX//d//xfr1q3DTTfdhMbGRixbtgxf+cpX4Djly0ZfCNqo0QyKUT8X5pwLATC4x7bAadk+4udkVgLm3IvEOVu2we06MuLnBEbHt+bMimoYAHb09yBVJuXEGoUyCScyabRk0qg2TMyIl2dK5KAzgD1uPypg4GyrPD/ybvte8I59gBGT+Z5GPiLFbXrBm+oy510KVjFhxM+pOXmZNWsW6urqvL877rgjtM/x48fhOA4aGxsD6xsbG9HU1JSz3b179+JXv/oVHMfBH/7wB3z+85/HN7/5Tfz7v//7iFzHcNE+NZq8GA3zAe7COfikcH5kBswRfgI1qhrBp50lDKmDG8GWvC1STleT8L0kk/DFzxeJxiYnhM+IX7AytwNFvcwy/DLvwV/tDrwth29NrrBw75WH1wPyR03xsSFzogoMC+MVeC3dj21d3TirplZeE5U7CCbZI58Zejjyk/DJ9eR7Y1CNh/B1mrIvGVcqLrI3btr1QtKjyiN4V69EQalJ87z9KJRb5qdZUlEJ13ZDvjNesj5lfdiHZvBoJSfLp2a9VGnWxupgwYCT5UtTCDReaPzEF4vx9NKmDgDhpHs80ydUGgDmjLVgiZHPxeO0bIfb/DIABnPeG0UEo2bsUcLke4cOHUJtrW/EJxKleYhwXRdTpkzBD3/4Q5imidWrV+PIkSP4+te/jttvv70k5ygFRb2LuWQtzfjEmLAQ5qzzAEA48h4f3Pm2JOecshysZjpgD5SthMMbpFrzUhl9a1YkxRTU1oHy+NXQj3VGGgDl4NV+kcvltGR5/Gna3Qy22t0w4E89jSScc+FH46TBameBlaG2ktv2ul/xe86FMGpnjvg5NSMDZ6wE0U/ivq6trQ385TJqJk2aBNM00dzcHFjf3NyMqVNzV26fNm0aFi9eDNP00wMsXboUTU1NSKdzpzUYDYZk1Pzxj3/Etddei/nz5yMWi6GyshK1tbW46KKL8OUvfxlHjx4dqX5qTgKMiYthzFwHAHAPPw33xGsjej7GGMzZFwJWBXjPMbjN23LuRz4NTnoATnoArS29aG3phTN1MZypi1E3IYm6CUnEDYa4EZ4OIAXG4SISarlRAw5go1ITSvW5oGMB4VtDCdty+XyoPjaOLf5ch2OFjPB6sa/b8yHxfWic4B/5otB+ig+K79viRv65NkecMXAA6bQtyiNAlElQfWIi/0K+NuLP9x2S/kGyvVd7hVGzOF4JV+4j/kSuGu965fui+tBE+Sxlv7/ZbEi3wwWwwqxBNQvnaMn+zLP/sqHxQuOHxpM3vuR4464Dp2UHePcRwEzAnHXeiE87uZ0H4Bz8KwDAmPkGoaZqNAUSj8exevVqrF+/3lvnui7Wr1+PdevW5TzmvPPOw+7du+FmTVu/9tprmDZtGuLx+Ij3uVAKMmp+85vfYPHixbj++uthWRY+/elP49e//jUeffRR/OhHP8JFF12Exx9/HPPnz8eNN96I1tbWke73mIA7GbgdB8r2NMxT3XC7j43oOcxJp8GQFYadQ3+F2753RM/HYhXSp0ekm3d7mvMcUTznklrjlEetWZqoRAwMu9P96HYGD6kuFZaUqjNlGJsu59iVkkZNcuQjcvq5g2cyInPxBWUoicBTXXCObAYAmLPOBYtVjOj53J5mOPufAMBhTF0Fc9LSkT1f33Hw/rYRPUfgfF1HwDN9ZTkXdx24HfvzVlgfcUYh+umWW27Bvffei5/+9KfYuXMnPvaxj6G3txfXXXcdAOBDH/oQbr31Vm//j33sY2hra8PHP/5xvPbaa3j44Yfxla98BTfddFNJ34piKcin5mtf+xq+9a1v4S1veQuMHEmz3vve9wIAjhw5grvvvhs/+9nP8IlPfKK0PR2DuG2vwz2yGeaCy8U0ygjjHNsC3rEfbPk1YObIWc7m5NMB7sJt3QlWOfJZUo2a6eCNZ4L3nRg0qsOVmV17ZAHLDrMOAFA9TSgh8b0dBZ2vnsVwllGLGGNIMCMrGoaFfDhYlm8Hz/KpIV8a1QfH87GhZduFBeCtVRNRxQzYaQeOyTwfGfKZ8Z6NvJwoSnkEZ/DyCN5+st13TW4U/icZF47lRz+xdPDLveByCYrTcfb2tOvi/fVTcSyTQp1rCFVHzTgc6SsT7TsTtexyhktiDWh205hmJALbhwKpejR+aDzR+KLxBisJo2EBuGvDqJ875PMMFZasA6toAKucAqNx5MNpnX3rAasCsSV/M+Ln4ukeOHv/BGPSaTBn5lYMSnq+zgNwDjwBc86FYA2FF9MtOaNQJuF973sfWltbcdttt6GpqQkrV67EI4884jkPHzx4MPB7P2vWLDz66KP4xCc+gTPPPBMzZszAxz/+cXz6058urt8lpiCjJirES2XGjBn46le/WlSHxhNGw3wwwwKrzj1HWWrMqSvB6+eNqEHjnWvKMhgTF5flXABkdWGWU9anpywnI35k+nuEr9fRHqGy1M8RP0bJp0UUlVnAvX+ZNSm0n8P9Y+lH0sralv27qe4XMmaU5Q/XiC8SA0xMK3knFdemGjmOE3QcVvdT/XwZfTnJ4z40URrZtp8Az0m7YGppcuplRKRUuBaUuiyMtndUTgzsP3RjJthuVNI8BxwxMLwxLiKA0q56XGHGjcmyku7J8UPjicYXjTcwE+asc8uWU4lZSZgL3wIwsyzRVebsC4Ay1axi8WqYcy4qy8MSALC62WK6sHZ2Wc53snHzzTfj5ptvzrltw4YNoXXr1q3DM888U/R5M5kMmpqa0NfXh8mTJ2PChNJF7OnopxGEWUmwiYvLd75kfVkSfXnnK5NBA0AX49Oc9JRzjJarMCYgM4yXkXL6BzHDKut39CAdKVn008lKd3c3fvazn+GBBx7As88+i3Q6Dc45GGOYOXMm3vzmN+OjH/0ozjnnnKLOM+Q7413vehfWrFkTkpy+9rWv4bnnnsN///d/F9UhjWa4kGKT6u4AALx6XPhxXLhgBgCg2hIRW8fTwafbQpSbKNRQ4nDY+OAKjbrsTXXJwpmGbC9KueFKaLejSBeqkpMLbmRNP2UG9y2Imo4KVeuOKp+gKDNEIdNKuY+jdgftdl78MeAPhmpLvKd1cvxslOOJxteo+2Foxg3Drd2ktnGycuedd+LLX/4yFixYgKuvvhqf/exnMX36dFRUVKCtrQ3bt2/Hk08+iTe/+c1Yu3Yt7r77bixatGhY5xqyUbNx40Z84QtfCK1/y1vegm9+85vD6oRGo9FoNKcsrARVuk9io+a5557Dxo0bccYZZ+TcvmbNGlx//fW455578OMf/xhPPvlk+Yyanp6enOFbsVgMXV1dw+qERlMK6Mk53ScKDb7WIpKj/c0iMV9OT97kAJrtACxeg+2Zw/BXCAsZhSo06jmVhmRpA1JuonxqCFXJGQzO/OR7qqNwFKoS47WlrHcjlJX8vjKFOQwPFVVJCys0/pig8VIvxw+NJxpfWqnRaArjF7/4RUH7JRIJ3HjjjUWda8im3fLly/Hggw+G1j/wwAM4/fSRr3Oi0Wg0Gs24YhRCuscrQ1ZqPv/5z+Od73wn9uzZgze+8Y0AgPXr1+MXv/iF9qfRnBQ4qX4AwOvNIkOvtUA4Ak6Iy3T3XpXq4HFRio2/vYg+5fWxQc71qqKgqkuqguOdL0LKYDkugkoeuC4HyxPNFEWUIuMvI+f2fOuHE4qdjf++5V4ffp/Fctxg3nixZovx8/oeMZ5ofGk0JeMUcBTu7+/H+vXr8da3vhUAcOuttwaqEpimiS996UtIJpNFnWfIRs3VV1+N3/72t/jKV76CX/3qV6ioqMCZZ56Jxx9/HBdddFFRndFoNBqNRjP++OlPf4qHH37YM2q+853v4IwzzkBFhUhW+eqrr2L69OlF57gbVlzgVVddhauuuqqoE2s0pcbLV5MWT9KHj4uspOb5IqlWdbXwBYt3yTwjET41tEzPPaXwrcmV80b2OnCOcLI+QlFiIhQc/3wRfbbDyge3ZZ4a2wWzC8u1EqWgRAk7w1Vu1P2L9aXxkgkpvkuqn1XcYN54MaeJ8XN4s/AZpPGlfWo0JeMUUGp+/vOf41Of+lRg3f3334/580UI/89+9jN897vfHR2jBgCef/557Ny5EwBw+umnY/Xq1UV1RKPRaDSaUxEqaFlsGyczu3fvxvLly73lZDIZyFi8Zs2akpRcGLJRc/jwYbz//e/HX//6V9TX1wMAOjo6cO655+KBBx7AzJm6UqxmdKHst32kyNSL5GGVk4TMmWwSUSwOV/PV5FZoshWcYvxqxDmHp8yEt0ftFzwPMWi/OYcB6RczRAUm33mjji9UuRkuUVFN3nKEYkOfS9Jg3nih8dPXJWraRWVX1mg00XR0dAR8aNQaka7rBrYPlyEbNTfccAMymQx27tyJJUuWAAB27dqF6667DjfccAMeeeSRojul0RQD1eTp65GvlqjdUzWlCgBQbZ0AEHZGjZqGIkyWe10uhmr8+CHdufsUbVQU9uMfdbzJGMCFIedwwCkyi10+4yefMZOPfI6/JpjyxBo0ZtTj6VU1ZKstwxsvNH5oPHk1nzSaUnEKTD/NnDkT27dv9+wGlZdffrkkosiQ34UnnngC3//+9wMdW7JkCe6++25s3Lix6A5pNBqNRnNKQQUti/07ibnyyitx2223YWBgILStv78fX/ziF0viqztkpWbWrFnIZDKh9Y7jYPr08tYI0WiyIcdNl5Lw9Ytx2jYglmk6gZKqUbHD8DQUlOXoUG9/m1AIwscO7RqiFJuo8w7XcdY/Hwdcjhjk+1Fke4F2B90+tPZUhUWdXmJZn1H2x6m+T9EKWPAzrrYMb7zQ+KHxRONLOwprNIXz2c9+Fr/85S+xZMkS3HzzzVi8WKRK2LVrF77zne/Atm189rOfLfo8Q1Zqvv71r+Of/umf8Pzzz3vrnn/+eXz84x/HN77xjaI7lI/vfve7mDt3LpLJJNauXYtnn312xM+p0Wg0Gs2IcQok32tsbMRTTz2FpUuX4jOf+Qze8Y534B3veAduvfVWnH766di0aRMaGxuLPs+QlZoPf/jD6Ovrw9q1a2FZ4nDbtmFZFq6//npcf/313r5tbW1FdzCbBx98ELfccgvuuecerF27FnfddRcuv/xy7Nq1C1OmTCnpuTRjFy5LBqRTNgCgKyWW66c0APCVmn4nd3HFqHDoXKoL7Ro3AD7Id8pwwsIHo1hH2gDZRSZL2W4RqO9XuKwBAsuu9zkwcCP8XquKjNquet5qy0CFHC8dqeB44oMUB9VohsN4L2hJzJs3D4888gja2tqwe/duAMDChQsxYcKEkp1jyEbNt771LU/qLTd33nknPvKRj+C6664DANxzzz14+OGHcd999+Ezn/nMqPRJo9FoNJqiOAUchYlDhw5h1qxZWLNmzYi0PyylJor+/n4vO2CpSafT2LJlC2699VZvnWEYuPTSS/H000/nPCaVSgVCxLILbibjw07RM+pQ3/U15MaicggQUSonekSytCmNEwEAVRNrAABOjxgb6WIifpIJAECsMgnkUAjGBPIavNcyYJZ6f9n3ZFWyqHoWlISvqjqBuBwvNH5oPFXI8WXz0o9dfW+fHIzlvp/szJkzBxMmTMCKFSuwcuVK7y+dTuPb3/42fvrTnxbVPuN8aHrz//k//wff/va3Q+t7e3vx1re+FX/5y1+K6lAUR48exYwZM/DUU09h3bp13vpPfepTeOKJJ7B58+bQMV/4whfwxS9+MbT+/vvvR2Vl5Yj0U6PRaDRjn76+PlxzzTXo7OxEbW3tiJyjq6sLdXV1aGpuLvocXV1dmNrYOKL9LQUHDhzAiy++iK1bt+LFF1/ECy+8gKNHjwIAamtr0d7eXlT7QzZHH374YTQ0NASMhd7eXlxxxRVFdWQkuPXWW3HLLbd4y11dXZg1axYA4KPffBQDaXu0ulYUybiFH37ycn0NEVgJkV9k8hnnAQDu/8zFAIC6ez4NAHjx5y8CAI5LX4mifGqSCUy+61/R9okvgw9EJ45SC07mo9gkf0MimUDtNz+Lrk9+BRjkGkrJUKOf1IKZoe0J8Tm0/nPuz6HQ8g302U9KmFj1gVUAgM4b/y8A4JqvbgAAtO74KwDATvUW3P9C0ff2yUEybuGuj11QtvOVwp3tJHGHy8ucOXMwZ84cvP3tb/fWPf3007j22mvxb//2b0W3P2Sj5k9/+hMuuOACNDQ04J//+Z/R3d2Nyy+/HJZl4Y9//GPRHYpi0qRJME0Tzc3NgfXNzc2YOnVqzmMSiQQSidyS+kDaRn9qbN5whL6G3FhMGCvUrGGKYW46coX80ePSqFHFyqh043wQQ4MPpAY1aoacQ2I0ZrIGUmUzaoYaOp5PUKbNUZ9D1OGRnz03vfFC44fGU39ajBt7BO89fW9rTiXWrVuH//iP/8DnP/95/O3f/m1RbQ3ZqFmwYAEeeeQRXHLJJTAMA7/4xS+QSCTw8MMPo6qqqqjODEY8Hsfq1auxfv16z8JzXRfr16/HzTffPGLn1Yw9mCl9ahJieNcmxHJ/i5A1e2TRxn5HFnIMZafN/fSeSz2x5K5pF+BudHROwQUnC6Sk0VRZuXZKlcCr2OiswsstiFfmfQ4cPIePlJqnJqo9+ux7bOaNFxo/NJ5ofGk0pcLlPK8aWUgbY4F0Oo14PB5av2jRIuzYsaPo9oflDXXmmWfioYcewmWXXYa1a9fioYceGjEH4WxuueUWXHvttTj77LOxZs0a3HXXXejt7fWioTQajUajGWtwFJ/3cmyYNEB1dTVOP/10rFq1CitXrsSqVaswffp03H333bj00kuLbr8go2bVqlU5w7gTiQSOHj2K8847z1v3wgsvFN2pKN73vvehtbUVt912G5qamrBy5Uo88sgjJUnYoxn7MEM8QRvyNV4RAwBMSIrlPcdFFIuv1ATz1ETVfsrOkaIqJCwrx4uYyshdY6hQH5mobMaF7j9UTMa8qK24weAUXbAzq92c24P5ZgovlJl7mdrzP4fgVJOTtT5XP6IyDffYLvrkeJmWDI4nGl803nRmYY2mcP785z/jpZdewksvvYSf//znuPXWW73SCVdccQVuu+02LF++HMuXL8dpp5025PYLMmqyHXpGm5tvvllPN2kGxbCEtFlZLV9tUZW7t0U4dpJRM6BUW6Yl1RAJpuQP/jqyiB/lUhsz0YUzCzvBoP3Iuk4zIiy9cMfewaeNchmKQ2k/2uFXvoIH/GRUo0Vd9j9zsZyhftn+eKHxQ+OJxpdGUypcUa2k6DbGAueffz7OP/98b9l1XezatQtbt27F1q1b8eyzz+Lee+9FS0sLnGEkuizIqLn99tuH3LBGo9FoNJr8cM7zOsMX0sbJysGDBzF79uyc2wzDwNKlS7F06VK8//3vBwAcPnwYsVhsWOcqKAXhyfxmaTQqzDDADAOVtQlU1iZgdhyF2XEUfcf70Xe8HwMux4DLkZZ/Dof843A4hwvxBE/Lwe3FFZE0GQuoK2JKy1/v/0H5U7dH7Sf+4gYL/EUfz7xwc2OQfcLt5T5v4f3MvT3qfRoq6mda6GdMY2LA5d54ofFD44nGl0ajKYxzzjkH//AP/4Dnnnsucp/Ozk7ce++9WLZsGX79618P262kIKXmjDPOwG233YZ3vvOdOb2Widdffx133nkn5syZo8sWaDQajUZTAON9+umVV17Bl7/8ZVx22WVIJpNYvXo1pk+fjmQyifb2drzyyivYsWMHzjrrLHzta1/DlVdeOexzFWTU3H333fj0pz+Nf/zHf8Rll12Gs88+O9ShTZs2YceOHbj55pvxsY99bNgd0miGCzlumnERiTdzksga7RzbAwDo6RFp7qksgupfEff8SShOmHKWBJ1ICyHsjxO1PbfvTD6fGnV7ocn9WI4OccuAA8C0DDArqEDwCFlKPZ8b8pFRj1PPG/wM/OvJ7dirdnuoalmUDw21o5bKSLvcGy80fmZOmgMAeFmOL+0orCklJ7FNUjQTJ07EnXfeiS9/+ct4+OGHsWnTJhw4cAD9/f2YNGkSPvCBD+Dyyy/HsmXLij5XQUbNm970Jjz//PPYtGkTHnzwQfz85z8PdGjVqlX40Ic+hA984ANoaGgoulMajUaj0ZwqjHelhqioqMC73/1uvPvd7x6xcwwpT43qtazRnIyYCfEkvahRFK60D74GAGiTmWB9pSaowPjqQu5kew4ffgh1VLh4lAITpdioCkku5QUAjCF0lBsMDgDDYOH2ItpxFanElO8ZKTvUz2gFR1HFPNT16mczNPJGS4WS8YnltOuPFxo/ixrFUySNL41GUzgnTpzAHXfcgb6+Ptx4440488wzAQin4Pr6elRXV5fkPNrbTaPRaDSaUYSin4r9O5m54YYb8MMf/hDPPPMMLrjgAmzevBkrV67EnDlzMHHiRHziE58oyXl0fXXNuIF8HOKVdQCAxVOE5d+x+SAAPz+N6j+hqgKqqjCUYpSqL00+hSafYkPnVhUUVYlhZu7nkyglJxseF8cacQOMD14CgJQYtVIAlyUn6EJIyVEVnKwj5O6kxATXRyk2qrIzXN8a9fhceWxovHS8LsbP4qvFeKLxReNNoykWisYrto2TmY0bN+J//ud/cNlll+Hee+/FO97xDixevBi/+c1vsHv3bnzpS1/CWWedhQ9+8INFnUcbNRrNKcwJO4MJCZ1MTqPRjCzt7e1Yvnw5AODaa6/FjTfeiN/85jdYu3YtAKChoQHf+973tFGj0RD05JyoqQcAnDZJFFjt3HMEgK/UREXmDMdfJltxya7uPVSFplBlRlVk8ik43n458qq4nOO+lqP4dL1IRW7GTDA3t/rA3aAS47UhpQ0q8qgqOaTg0FMkKTeG3M8vwleoQqNmJJbvy/BT2sj26NUfGzReaPzQeKLxpZUaTangSnmP4bZxsmPI76F4PI7KykpMnjzZ23bRRRfh//v//r+iz6GNGs2YxwvljgnFoaI6AQCYXi0yUu450AkAGFBCufMZMYOFVefaxln0NNJQjRnViIkyXmzOYTEWMloijZus9a/0dGNjVztukaXGzbgBxiNCupX5JtfheKWvB5NjcUyOxUNGj2rsMLmsGjlGKBq6UGMmeFS20cQZiyzDEHYKz43D/fHSIcfPAjmeaHzReHPSOrRbUxynSvTT/fffj4svvjhn6HZVVRXa29uLPseQHYXf+MY34otf/GJofXt7O974xjcW3SGNRlMYLud44ETTsI//S8cJZDjHKz29wzq+27Hx7WMHTnoHRY1GM/pccMEFuP3227F69WrU1NSgr68Pt99+O37wgx/gueeeQ19fX0nOM2SlZsOGDdi2bRtefPFF/PznP0dVlZBk0+k0nnjiiZJ0SqMZDlRosLo+CQCod8QTds8xUZAw7CBcGGpZg+Crr7xwlkuJCe8XWJbJ7gpVZkiRMUyG/249hp0DvWLaqEDHYYIbwMZO8VT08kAPFkFOP0lHYV9pyX08c1wwi+GZnk5s7OvAJbUTgtsNqcy4QWUmSrmhZdi0Z27FJlhc1F/vhj4HsVVVaNwhGGA0Xmj80Hii8aULW2pKxXiv/QTAsw9ef/11bNmyBS+88AJeeOEF3Hrrrejo6PCmpoplWNNPjz/+OP7hH/4Bb3jDG/D73/8ec+fOLUlnNBpNYezo7cZ/Nh3GBXXDS3b5cncX2jIZAMBLXV141zDaIPPj7sMHcNbiGtRZwytAp9Gc6pwK0U/EokWLsGjRIvzt3/6tt27fvn14/vnn8eKLLxbd/rCMmmnTpuGJJ57Addddh3POOQf//d//jaVLlxbdGY1mOPjlEcQT9OQpQj00m0TStM62AQDRSk1YVcl9nlxFFmlfgzFAFmYE/JILqkITM4JKTJRCk0uZoe1dto1/P7QXLoDqWAxG3AyHeBsRFyHZ0NHm/X93n5h+MmImDKnUMGPwr0huMq+kQqdj47vNh/C5eYs85cU0KZSbriO3cgMY6HAycLiLCVYMNCNOjsRwPY0HACCjz7M+S6nA5PFlUn1ooj7z7BBxOgeNHxpPNL5ek+NNl0vQaIpj3rx5mDdvHt7znvcU3daQ9R4mvywSiQTuv/9+fPzjH8cVV1yB733ve0V3RqM5FThsp4YtFXPO8bWDe9GSEXWJKocRgWNzjg0nTvhtDqsnQbl7fdsJPN0xPCe/asPC51v24VBmYJg90WjGNhx+BNSw/0b7Ik4ShqzUqF/Gn/vc57B06VJce+21JeuURjMU6EnZqhDJ0VbMqgcApF97BADQmhJP0ENNtU8Wf/bTfLSPDICAT01uhWZjqhPP9Hfh1imiOKIRF30fTJkRr2L9r5qP4amuDq+PNXELZsx/NjHyhHwDwJb2dnTIqafA9cYNMKmsmGp2PYkfDQVAOde3Du3DT5evQJVphXxymFRwQsqN6cIE0BhP4F+a9uC2yXNxRrLKU3Ji9Ckoio1/WeRTI7vlhdYHfXBUJaYQTYXGC42f9GtCGl8x6woAwGY53nRot6ZYXM6H5O8V1YZmGErNvn37ArHlAPCud70Lmzdvxn333Veyjmk04wmHc/y4qwlfbzuEs5LDq3Gyq7cHPzhyMLCuMsL4GIwnj5/AlY2NmBATPjAXTJo4rP6oX6Gt6TTuOXQw5775OKuyBt2ug88278Vf+zqH1YZGM1bhJfrTDEOpmTNnTs71Z5xxBs4444yiO6TRDBUv6V61iMBZNr0WAND+e+lTkyGlJnhcWFXJ/0r/J98OI3sfxrJ8acT2mGGg27Xx9fbDeDHVAwPAubUNkQqNGSffmqBi02Pb+PL+3aixLLRnqSy1iRjMuG/YhKOmws8tNy1ZgCrLwtuefBoAcPNpC+FC+MlY8cGNJNfJ8rUx/RcHwPtmzEAMDJ3cQX1MfLVw8n0xlagq2Y4jZtGwuroWaAUy4PhK6wH8w8QZeFvdZDiyqKSq2ND7nJbdcbI+F24AaTcqCk02g9zrs31waLzQ+GnfLsbTsqvfC8Afbz3G/kHeMY1GU050QUuNZgTZlxnAJ47vwYspERZ8ZkU1as2h++cnDAM/Xb4Sfz9zFgBgejIJA0DlMNqqssQxKWkgJKRBZQ0xpNIF8O7p0/G+mTMBADGD4ca5czEhPvRQ55nxBCbL6CkO4J4TR/CfJ44WJanvyPQgxcdKTIjmVIaS7xX7p9EZhTVjGFJoKPdJsrYOAHBmYw0AoOO1wwD8zLBRqE/pBoAMd/G6249lZlXAP0b1qQkoMyyo0DzZ34n/6DyMVNYP8/nV9WAmgxlTlBrFd8ZXcMRrUk4V/enEcQDAR+fPhcM56irigys1EVFQzDQ8o6YiEUM/ADNmwJBfCdzJbQxkt39u4yRcPq0RWzs6cf/hw3i6rR3/uHC+2M+h6Cfp8yLbI7PJBSlTsp8Ow+qaOjzSftxr/1edLThup/GJKbNJFAopNmq0mR+FxhFjDF/p3Ye/SUzGmWY1jKzoNDWr9GDZpb3MwnI80fii8ebl3tFRUJrhwktQ5kAbNQC0UaMZB5gyCVrthAoAwOxaYQC8tLcDANCv/EBHJ8YT6fVfcLrwl0wbrkxMgmUYyvRT7jbiBgMMhphhgHOOX/S24P6ulsB5GYDz6yfAjPkh2OFpKArpDoZ4M5PhaH8/Xu7qQqVp4pLpU5A0TYAFq4irSfeiyiXAAFKO+PGtTJpog5j6Mpg4nhx6VVjWHN6EmAnuuFg5qR7VloU9vb1odTKYWpEMGTOqkUMh4zyrrMI59fUBo+bC2gZcWFWPXrhoiIuvqtB0lJxISocctoEzYpWYbMTx/waaMNtI4p3JyZjOkv5+yDUN5TsY06XS+GmX42mFHF803prl+LNzvmMajaac6OknjQYiqm+7043vpQ/hd5lWVDELK82aYbXFGMPf1kzB1yfPR7aHytJkFSbGhp+F9tFmYSRdPGWSMGgQNGiGgs05XIipJzbMNgjLMPCGScK/5K+tJ/LsHc1ZNUL5mJsQxsKOvh6sqKiR+WuGDmMMVyUnAQAOugO4q+8Q7h9oQocbjvzSaEYTF7wkfxqt1GjGMF4od1IkQ6ufLF6TbXsBAF2HuwDkmmrwlRfOOfa5ffiL04ZmnvbavjI+ETHF6Tdu+NMcanI9gzEwxvzkeTED97e1wgGwvKIaO/t7cWFdQ6QjME1HMWU6ynP0NXyj5qqZ00LTV957kqdcAu0/IJ2NE5bptWXGTBgsqGq5inc1U1QvUnQunDYZjze14OkTbXjvgtngUomh/uRTbgAHE8w43lBXj3+duxC37n4V23t78LOOJvzj1NlwZBA2TbWRYmPy4OdAihmxPF6JxakKvGb3AwC2Ot3Y0d+DC2MNuNCqh6GEiAdD8UXfqIs0npJte8E5R8xpRWXjHG/8pXtF1JaeftIMlVOlSnc50EqNZkzCU91wu48V1cZhPoAHnWN4wG4KGDSLjUosNCuLavuhruN4sb8b9aaFf506F1dPmIzzaxqG3d4rnd042NePyYk4Vk8cfjtEShoXyTw1ogrlvMZJYACePd6GAWf4P+r/Om8hqi0Ln5g5FyYYftfWgtf7h1dwk3ibVGuIDDg2Zzqx0e4YtiMyYwyd+7bjua//PQYObIab6S+qjxqNpjRopUYzZuB2Cm7HPvD2PeCpbiSWvw/MML2ke8tk0j3ntS0AgPZeoUbkSpHPOUcaDqqYGXCwYwCuSkyCmRWena3KqGHenppjGWCWATNu4nB6APe1HQUAfGL6XEysSOKjNbPFVI80IihhHikxRjy47Ck1sv1HmpsBAG+ZNQ3xhBVyLCZU3xwVaj+TEssJy4RBqk/MhKkoNaFyCbLfFKpNSs7EeAWWTajDtrZOvNjZgfMmC0PCK1yZR7kh6mS/51dX472N0/CL5qP4j6aD+I+5pwllzcztwBzLVs4U36fT41VYYlVil+1XAX5zfCLeEKvzSiH4vjVhnxoaP954kuPrsvd8AA/vfR57n/0D+l/7E4yG+bAmLwVPNBQ9pac5tShF9JKOfhJopUZzUsNdB27HAdj7/gx7xwNwDz8N3tsCc86FYLHhqymMMcxjlaHMsqvMGkwzEsNu1+Ec32g9iBTnuLxuIs6tqQfgh00PB9t18aejwqi5ata0YbeTDakpyWEk74vigmkiKeempuN59iyMD06bgcZYHLv6e/H79tai2ro6KRIMzpKf7W/SLdhqdxfVJmMMb/rH22EkagDXhnviNaRf/R3sV38Np3kbuFZvNAVSdImEUkRPjRO0UqM5KXF7W8DbdsPt2A84qcA2o3EljJrpoaR7Z88R0zI9T20DALSlgyZLtspicxe/c1uwh/ejEgZmG0nscfvxlvikyGKUcSOs3hiWAQfCH4W5Ju7vaMauVB+mxuL42NTZng8N+YKQguItm8FlUmayfW7+2tSGjnQGi+tqsGRSvbc+u71CyiNkt0vRQknL9COw4iYMRZlhEVFQpLSY0ofXdVxcOKsR39uxG082H8dnzhIOyKHyCBHKTa7zVccMfGLefHzmtVfx45bDuGjiBDQYljxOnl/2nRvic4gZLKdKdVqsEkutSrwnOQXb7F78ZqAVD6Sa8KHENJxuVcOR/aLP1eHhMG8aTz2viPF19rlvBNCA35z3ERz/853+jqkuuMeeh3tiF6z5l4Il63O+hxqNpvRopUZzUsLMOLiTDhk0rHoqjKkrimo7w1381m3BHrcfVTBxXXwGzrcacEGsHnXG8O3811N9uL/tGBiA/2/6PFSVSAV5+JDwHSqVSgP44dwJq3RKzdKGWkxKJnC0tx/7uovzgyHW1TfgooYJ6HNdfE8pETFUPlw5FVPNBC5LTMCb4xPgAvhZqgmvO315jx2M5PTlqF5yaXClVQFr4Vu0QaMpCB39VDq0UqM5OYlVIpRNykrCnHMRDCkPmDI8urK+HgCwcpoIwW7bsQ8A0GMHVYe4wZDhLv7XbcEB3o9qmPhQfDpmWgm4nGO+kQwk2KNSCNkJ9rwEfRT1ZDA4ANJMTDs5AN4zsRGrGkR4cpRCoyo1RoSC0+M6eKKpFQYDrlowI+SLE+VbwwzV1ya4TG7RFTELpswwbFqW51PikaXEZKP6tjCHwQRw4Ywp+PWeQ/hry3EsmlgbyEMj9gsqNyA1jRQXJdrKSTv4p7nz8GxnBzZ0tOGKCZOwprbe3y4nEA0mPgeKQsv2jQHEZzjNiHs+NG9NTEQaLjakO/DTgaO4PjEdc8wKr25mPOvtIp8aGk80vla+S4y3yvp6JC+5AXsPvQi3T4a02/2wX38I5txLYFRNgUYzGDr6qXRopUZz0sH7jsPe9b/gHfsBIyYNHMCcXZwfTZq7+I3bjP3SoLk2Ph2TDWEYGYwhwYZ/O9zfdgwH0wOYm6jAhyfPGHY7Ko8fbkbadbF2ykRMqUiWrN2ULZWaEvrUAMCFM8UP+MYjLXn2LJwpiQRumDkbAPAfhw9goAQh04wxvDMxGWusWqTB8ZPUMRx1U/kPjMCwEkgsuRJgBsy5l4BVTwMyfXB2/xHO8VfB9S+OZhCoSnexfxqt1GhOIjjncI/vhHv0OYC7YBUTYc69GG7LdsBMwKgNGguGzORaIzO7zqsTyzt2i6dleio3GZMGTRMO8xRqYOKD8emYZia87UB0Dprs9TG18KR8/X3ncVhg+Oyc+ahIWr4iE8vtO0OKi5qvRs0w/IeDIorqbxbOEn47ijJDikzYp2bwZfr5rohbQZ8ateonHR/KT6Pks5E+MufNbkTMYHixtR19cFEtC1vmyiAcbD/oa6Pyrpkz8OiJVrzW24v7W5twfWNwLHD6XGIGmGv4UhSC7dFpxcfG8IGKRtj9HC/Y3bhv4ChuSMzAZCMOh/EsnxrxHxpPbXJ8nVEXHH+x+plw518Mt3omjIZ5cA5vhtu6Qzq3t8KctQ6siOlNjUaTH32HaU4KuJ2Cc2gTeKfwmzAmnQ5j+tlghgk2YSFYpZ9rRE26N0VOO1Wc2A3AT5JGP2c2XPzabcIRnkItLFwXn44JRixUNyifcRMzDM+YIUNgIMtWuHbaDCypFxXCveR4Sqg2GTPqNFOuUO+jvf14rqUNFZaJyxbMgBEzQ0YMU17990g1aoKKDP3mJ+MxGLKulBGLRdaK4kZQHQlPP4nlOtPA6mmT8MyRVjzd3IbL506T23OXSVCPjyzPYDJ86rTF+MiWF/FA01FcNmkS5lb4qh1n/vvNeNa1ygt1OFX3DrbrcAPXVU5DqtfFDqcXP04fwY2JmahiFvyuBMO+aXzReKPxty9ZBXPRJeg7LmpEYcYasMrJYly374Y90AZr7hvBEsPLVK0Zvziu+Cu2DY2eftKcBLi9LWK6qfMgYMZhzn0jzJlrPePFqJoCNsypoQHu4JeOMGjqYOEDsWmYYAwv7X4uftgsfsBOq6zG304pnSMvADy89wgA4E2zp6IqVtrnjwE5/ZQsoaMwcfHsqQCADQebStru6bU1eMfUabA5xzf37y3ZlI7JGK6tmIZFZgW6uIMfpY6giw+vkpOan8ZomAdr0VuBRC3Q3wb7tf+F23WkFN3WjCP09FPp0EqNZlRxWnfA2fs0AA5WORnm3IvB4tWDHkPGTrxKOOOeJUO57V3PAAB62gfEq2vj/kwTjvEU6mHhw4npqGOxSEWGnuJVBSfuhVkzT6ExYyY2dbXjL11t+CiAf5k/H3FmhBQaNVTbzJrqAcKh2V7FbYPh9/uFwfS2xXNg0jSOqtAYtGwG1hNGRH4cmkqpTMZhJcQ0ipWIw4gqiyTP77q5p6FIyeGmizcunImvPr0NTx5uBrNMGIx501Ok8Kih4lHTUgQpWjcumoeNbSfwcnc3Hm0/gSsmCAWPM1K6RGg9Qe3FefB85PxLn3k1THysaibu6jmEg+4A/l/6GK6NT0clM5F2g8fQ+LJ3PQ8AOGvOGwAAL8rx2HfiaLDvFQ2wFl8N5+CT4J0H4ez9E/jUVTAaV+gkfRpNidFKjWZU4Lb4YXCPvQiAw5iyDOaiK/MaNIXS7dr4eeYYjvEUGhDDB2LCoCkV7XYGdx074C3PSJTOiRcAXjnRiT0dPZhUkcC6GZNL2jaQrdSU/rlmXn0NZtdW4UR/Cttb20vadrVl4eOLFgAAvrd/HzoypStOmWQGPlIxHdOMOFp4Gj9LH8MAL00dJyYVSGPaagAMbtOLcPatB7eH75ysGT+4nMMp8m84Ss13v/tdzJ07F8lkEmvXrsWzzz5b0HEPPPAAGGN4+9vfPuRzjjRaqdGUHbenCXbLswDeBZgJmPPPg1E7K+9x3nSUDOVO1Ikf+zVSqel+fDsA4HAqja93H0ITT2Mii+Ha+HTUMAuxSJ8Z5Fzvbbd81cWMmeCc41tH9qHTsXF+7STZJxMGNwtWaKJCsw2piDwkp56uXjwbiWQ8rzJjGBG+NRG1ndLST6QiEfPOacQskOsNd3NP0IcchqUC48rzkHJzyfwZ+OnW1/DE4RasnDkly2dG7m+oik9uXxu/w37o92UzGvHQsSZsbmvHD44cxGcXLfZ8asy4Acb9a1ZDxOMyLNuJUG7qTQs3V87Et3oP4RhP4YFME66JTUM8a/qzMyPa6H5FjLc1l74FAPAzOR6N2B5xjbZw6KECl4wxmI1nglVOgrN/A3jXIdiv/R7WvDeBVRRfz0szdhFlEoqbPhpqmYQHH3wQt9xyC+655x6sXbsWd911Fy6//HLs2rULU6ZEpyHYv38//uVf/gUXXHBBUf0dKbRSoykbnHM4zS/B2f0IkBEJz6xFVxZk0BRKa3cfvtZ9CIecFCaxGD4sDZpS8mjHCTzd1YEa08Qn5s4raduAKIvw0O5DAIC3LZlT8vYBYCAzckoNAFw8dzoAYMP+o3n2HDqMMXxy8ULEDQN/aGnB1s7OkrZfa1j4aHIG6pmFA+4Afplpgl1CfwWjZjqsJX8DVjERSHfDfv0huO17S9a+RlMId955Jz7ykY/guuuuw+mnn4577rkHlZWVuO+++yKPcRwHH/jAB/DFL34R8+fPL2NvC0crNZqywDP9cA5uBO8WP3LGlOUAABavAlJDc8o0vVBuWchyioiCevXZnbju4U047KQw3Yjjmtg0VDHLs9zzKTKDKTTi1UCzk8b3mkWE1i1z52NyZQXaIHxoDBihUG41VDsc/US+IL7PzKYDx3C8P4VFE2qxbNokMMZgxGWEUh5FJhz1lHt5QCoxFcl4MKRbEUrU0G015Nr3kZHr5QzfuQtnoiJmYVtLO9psFxPjVs79SalyMrZcP7iPCYV+z6mrxvXz5+Ce3fvwjb17cN85oraTGTPBuOmXcVDDnSRxxUhRXXmmWHH8fWI6fjhwBHvcfvw604x3xxphMIZ+ufOJ7SIJ37JrxPij8dgmx+dgo5rFq2EuuhLO4WfA216Hc+AJ8N5W8PnrBr1+zfiklNFPXV1dgfWJRAKJRLCeXTqdxpYtW3Drrbd66wzDwKWXXoqnn3468hz/9m//hilTpuDv//7v8eSTTxbX4RFCKzWaEcftPgp71++EQWMlYS54M8wiSx2oNDcdw4ceehK7O7ox00jgn6tmoarECo3DOf7vob3od128acJEvHHipPwHDYPf7hK+Om87be6IOZIO2OInNxkrffQTIBSg8+eIaLAn9o1MtM/fzZuNuZWV2N/Xh18dK70iNMmI4/rkdFTAwE63F7/LtJQ0iR4zLFizz4c561yAGXCPvwJn7+Mla18zdihl9NOsWbNQV1fn/d1xxx2h8x0/fhyO46CxsTGwvrGxEU1NuaMWN23ahP/8z//EvffeW/o3oIRopUYzYnDuwm16CW7zVgAAq55WVHVt8qkx48Ipt36ybOf4AXzo7W/Hvs4eLKmpxod4I+IwkWbi0WWoCo2fYM9XaADgfzpasK2vB5NiMXxy0SKYlumFz5gxEwZMT6HJV8jS82MhnxipZPTaDh7fdxQMwNvPWAArKZ6woqKevPdG2a4m4/PfQ7E+JR/rKpOJoE+Nq0Yl5X58dBUfmVwKzpuWzMFjuw/hL/uO4r0rFgPwFZnsaKlAuxE+NaR4OVlFSk2Y+PQZi/Gx57bi50eO4M3wfZuioqiImLedfGyC2x0u/G5mG0lcn5iOH6WO4GW3B0nbwPudRjDG0HmwAwCwIi6clWk8Hpbjk8Yrz5MB2Zi4BEhOgLP/z+C9IhOz29sCWBMGPU6jycWhQ4dQW1vrLasqzXDo7u7GBz/4Qdx7772YNGlkHuZKhTZqNCMCz/QJSb2nCQCDMXUljMYzh51vJoqB9mZcduXfY+++fVhaW4Nvn70CO54rXYp+Yl+qH/c1C8XhU3MXoHaEfFEe3X0IA7aDdbMaMb22akTOAQADGVJqRu4r4I2LhK/Uk/uOIOO4iEUYWsVw1oQGXDV9Kv7cLvxqRqIcwUwziWsT0/Hj1FE863ShOm3i6nhpv9iNqslgS94G1izSEjh7HoMzYTmMSUt12PcpAEUwFdsGANTW1gaMmlxMmjQJpmmiubk5sL65uRlTp04N7b9nzx7s378fV199tbeO0jtYloVdu3ZhwYIFRfW/VGijRlNy3K4jcA5uBOwBwKoQRShrik9MR0++MZkPZGZFPx76+ifR03oUa848Hf9qJ2C0prybO1qhyb1eLYFAr67J8LVj+5HhHO9onIo3TJzgRTmxmO8rY8AMKTRqmQRSRcx4MO8MZfX9nZx6eufyhTBjlqfgMMWXJkqRUffz1ivLA7JKd2VFUKkxeO4fUNW3hil5Z4hsBWfGxDosbZyAnc1t2NJ0HOfOm+7vp0RLee1GOBaoUUzZfGLZYjz3zIsAgE1d7bikrhamM7gBxWm7knGYED8y/nuxxKjEBzAV/y91DH9OtyMBA2cerQcAWEd3AACWyii8XXJ8DnQeH7QPKsxKwpz3Ruoh3CObwfuOw5x1ri6vMM5xMfTopVxtFEo8Hsfq1auxfv16LyzbdV2sX78eN998c2j/0047Ddu2bQus+9znPofu7m78x3/8B2bNKl2wR7HoO0VTMjh34R57AW6LGPysZgbM2ReAxSqKapeMGXpN1k2G3d2CP335o+hpPYo3LJmD3/zL+7Hls79Ef5Z7ZqHTTZ5jsFICgQySn7QewZ6BfsxMJnHTwvkwTdOfVor5BpDBcjgKe9NPtJ9vQAB+aLYZs3CsqxdPHWhCwjJx1fIFMOJW1n5KCPgQHYYNpUwCFbSsrEjAjFHV8xhMntsYcCPKJOQzdi49bS52Nrfhz3uP4PzFs/39oqatjNxTNVHTYAAwMZ7Ex5aIp8Tv792HN5x1JpLxwX2F1OmpeEp1HGahKanlsWr8HZuK/xpowh/TJzDrYBx/UzMJqR2bAQBr5r4HAPCIDO3uadoPoPBpKACekmnOvhB4fT14+x7Y/e2w5l0Clhj86VszdnFcDqdIq2aox99yyy249tprcfbZZ2PNmjW466670Nvbi+uuuw4A8KEPfQgzZszAHXfcgWQyiWXLlgWOr6+vB4DQ+tFGOwprSgJP98DZ/Udp0DAY01bDnH9Z0QZNLjJdzWh59CtoazqChSvOwW8/dwNqK0ub/I7Y0duNB5qOwgDwuQWLUFHiqtbZ/G7nPnAAb148GzUyy+9IMZAe+eknAHjTaSIk/c+vHRzR87xlhpDMT6TSuGf3yIVHn2nV4G8Twrnyh53H8Fhv24icx6ifDWvx1UCiDhhog/3a7+F2HRqRc2lOTd73vvfhG9/4Bm677TasXLkSW7duxSOPPOI5Dx88eBDHjh0b5V4OHa3UaIrG7TwE5+CTgJMCYlViuqm6Mf+BQ8RKVMDta8PxP90Bp7cNZ687H3f/9AE4D/47OgD0SydSKoNQqIMwhW6rCk3KBL56ZB9cAB+aMRPLJ9bDqrAC+7BsR2HmhhQaCtVWp5HUEG0jbuE3O0TStnevXAIzKYyaKGUmXKU7aGzlnX4ipaYyGQzpjph+Ysp0DldCuF0n6PhL29fMn4GGyiReb23H4Z4+zKoTYc+uNKpC01cR/ab9o4hJhclkDL86eARXTp+K0+uilQ1TkWFoOTs5X9SM19p4HdLg+J9UC77dfgRL//tPuHrZAqxZVw8AqGoQ008dCWHQO+n+QfseBUvWw1r8VjgHN4F3HoCz93HwqSthNK7UfjbjDF6C2k3D8Se7+eabc043AcCGDRsGPfYnP/nJkM9XDrRSoxk23HXgHHkWzr7HAScFVjsL1pK/GRGDBgCcvhPoe+kXsHvbUDnrTHzn//0SlVWlKauQi3sOH8DRVAqLq6pw7YyZI3YeAHil6QRebWnHxMokLlwwsucCgH5ZXiAZH9nnGtMwcIlMIPj4q/tH9FwA8P55s8ABfHXHLtgRWZFLwQXxelxTNQUcwM3/vR7rXzuQ95jhIMorXAJj2tkQ5RW2wtn3uC6vMM4Q0XbF/2m0UjOiuD3NcI89D3PORSWraTQYzvFXwbuOwJx3ScmjjHLB2/fCbd0BMAPGtLNhTD59RJ4gySchs38DeLoXdQtXY8nf/RtOn1YPADj0mij8SEUaSaFRC1dWmHmS62WFY7dl0ni8/QTijOG205YgmYx5ZRJoH8B3FDZiJkzmRio05AisJtsjn5m/yorWb1uxCImKeN4CloZSJiGkzORJwkfRT1WVSRgyksuwLBgR7oZRSfe89p2g46+bFbL95mXz8esXd2HLwWbccP7KYDtyf0+Jytg5t+fDlUrNtafNwx/2HcTunl680tOD5VU1ua8npDwpPjY5nnr9XcR/rqqYiF7Xwe/6T+C2323EC98xYFkW6ieLqLWmIYZ2RyHKKywHq5woyyschtv8EswZa4bV3lBxDj0FWAmY01aP+Lm4a8PZtx7GhEUwGkY+Yy0f6IBz6K8wZ56rS1WME7RRM5LY/eD9HYCTLs/50t3gA+2A6wAjED6rwiYsBOtrgTFhMYyq0hddVKk8420Y2Pcklvzd5736TyPFhFgcP16+Art6ezCvauRCq4l/OG8FLlk0C5XJkb0u4tmv3IT+dAYTayox0g94b142H+s/eQ2WTZ9cfIhHHiosE186exmSMLC4tgb2wNCyVQ+V91ROxtwlk/DW+TNhjVCYP2HUTAdb8jdwml6EMe2sET1XNnygA7CKz3VSEK4NPtABnu4py+m4PQDe3w5uD2A0J/TcEkw/FXv8eEEbNSOIUT8XRv3csp3PnH4OzOnnlO18jDFYs84b+fPIJ914fSPiq96NBfNEjpDKE7sBAN3HxBcghXIPNbmelaQw6+D6mckEZtZWBfZT90GWD41huJEKjaq8GOp+poGlM6dk+dwoPjgRysxQo6CICfXVcrsJW85Cm4kEDDei6rX0naFCl1HlE/wyCL5yUx+LYUVlReB47zi5vxsVyh1V4FLBcH3fprOnT8pK0pf7K46HjKvgfiI5X+7EfGnZJRpv7580DehyvPE4b6bw5dkzzNDuwWDxalizy1tI0Fp0ZdnOxawkYme8r2znM6qnwjjz78p2vihGI/ppvKJ9ajQajUaj0YwLtFKjOWkhhYammhLVIm38uYuEUmO/Lgqq9R3vCxyXT6HxIpiUJHth5UYtQhnOQ8Np2bJgMh6p0Bih/DThQpbZ2wtVZkLrDSXkXF1WMQx4zzZWDMwdXIRn5BcivznIT0SNehpMucnur0uFLBVFxot6yhQ2fUSJ8si3SUX1oYmCu7SfBfTbsu3B1SIaf/brIgHguYuEkvKkHK+9MRGK7dppeY7h+dZoxi96+ql0aKNGo9FoNJpRpBTRSzr6SaCNGs1Jj2kJpaZqgohOOHu68FXo+8MrAIB0r/ADyZefJqTMeJFMavRTUKHxlR0zlIcGFDkUN2E4PK9CY4by1QSXzXgwSqpgZcZ7VX1rIpSaLAWHSZWDWTEwqmweoSaoigdzpaJEio0xNOXGa9ccPLoqH6YjlRrp2xSNGl3FI5fpWtVswyo0/vp2ifF49pVvBeCP185D8Rxn1mg0I4E2ajQajUajGUX09FPp0EaN5qSFVAhT5vug/B+LJojljj2iarbrZRKGfFV8aRJqll/pO6NkB/aXlfw1WcepeWiQlMpMMgHTMSN9ZMI1n0gtiuXcf6jKjKfIFOhTkx0VxTgDbFJqxBcjd6OOUxQcUmikqjFU5YYIRVPlyU9D74tDvjdSYSHfpijChTGjvwKpzRitSAWvnaKfaPzReKTxSeO1uUT5ajTjF9flcIuMXir2+PGCNmo0Jy1qVe75s8Vrba+oR3L0yAkA/o+PN83Egsn1yBCJJa3Asj+VRAaG4jCsGD1G3DdaqIwBl9NFpmXBNHKHagMIVMIW683AflHTUQUbMV7RT8UhNspROHu9NGpgxQFpELCoH15XmTYiI4aMnSEaOV47armEiMKWUWUTHHk5ZjLmTUUNBVeZDnMd7hkzFOQeLqXg7wsAPXI8zpTjk8br3hEI7daML9wS+NRom0agQ7o1Go1Go9GMC7RSoznpUEO5k3UiW/HaBRPFDgdeBgD0HQ8WClQVmlxKC5Ct2BiB5cEUGrFs+YUmpULjOQrHLBiur7REFbIkR+CoaSbDku0OVZlRFR1JVPK9oKOwfLUseFUu3NzHqdNSnqIj9x+qcuO1m6dcgvc+RRS2NGVzRjwGYxhKDZGR7rwxWCGFxkOGesMOqkveeDywDQCwdsGZAIBNcvz2turQbk1utE9N6dBGjUaj0Wg0o4jDueejVUwbGm3UaE5irLhIrV8zoR4AcM4M4ZuQ+qtQatI94onXIA9h5FZoVAdgQ0m2R69hX5ugU7CZjHsKDa3jMd9Px3DDCk2UI3DId0aGredVZizPbTW4XlVslO0qgVBv+i6MxT2lhjsRPi2quqAqNN520U9uZ2T/cis3BjnPknoREcqdz3HYkOIJ+TYViquoMNnOlqbnZxPxNSkVGxp/NB5Tu8X4POc8kYSPxm+nHM92f3nqGmk0pyLaqNFoNBqNZhTR0U+lQxs1mpOOUCj3FArlFk+6nbtF6CxVYCYVxIpLn5oIhSY7iR4QjoYKR0cFI52MeMxXYkipIZUnZsF0WUihiYpuUn1nWEz1pVEUGKnkREY30f5qsr0CfGpAIogZ80IHIn1xFJ8aUnRU35rQeTw/ktw+N0RU1FW+ZHyOIb7QybepUNQIp1jOvciPJ6I4plR7aDzS+Fx0tRivNH6P6dBuTQQOSpBRuCQ9GfuMiein/fv34+///u8xb948VFRUYMGCBbj99tuRTqdHu2sajUaj0WhOEsaEUvPqq6/CdV384Ac/wMKFC7F9+3Z85CMfQW9vL77xjW+Mdvc0JcaQqkSiRhQEXDS7HgBQ398MANjfdCKwP5U98COMcuedKUahofWqTwzPUm4MzkIKjZqfxss7Y5GvDS0rSkyUL40a3eT53uT2qQkVuCSyk+9J2ZpZFpjM9aMqMoSqLnj9lfurvjhefhplOeSLQ+2Tr43Sfr7CloYtlRrp2zRUBlNswqUUBi/x0CfH5xQ5Xmn87pXjmfLVUBSURqOjn0rHmDBqrrjiClxxxRXe8vz587Fr1y58//vfH9SoSaVSSKVS3nJXV5f3/2R8TFx6Tqjv4/UaLGlcJGPip86S8yMZW/wgOqZ0Qk3IBHicftDlD2WcXkXbrmzPlYaFGyNDQrw6MiybW5TBzQq8clo2LHBDrqMpBCZebRZcNhj9OAdfmfdzTcvkmSvrL/Hgsr9eHqZ+b9FyxA95dHCz3xBFJotXyigXcZS6npbz9I9HXJe3XvaUK+8Plw24ctll9Co/O1mR25FvkCM/F5oFo1dKzueacj96led35Y6uJZe54SXko1cuBX4ab1yem7vyNWHJtsX4pPFK45fGc1qOR5uHx/54v7fHCuXuu45+Kh2M87H5Tnzuc5/DI488gueffz5yny984Qv44he/GFp///33o7KyciS7p9FoNJoxTF9fH6655hp0dnaitrZ2RM7R1dWFuro6fO2xl1BRVVNUW/293fjUZStGtL9jgTFpSu/evRt333133qmnW2+9Fbfccou33NXVhVmzZgEAPvrNRzEQkcjrZCcZt/DDT14+7q7BMOW0U62Q6WeuXAMA+O5H1wIAlj7/UwDAqz9bDwDobe0LtOmHbEtHYUqqR47CyrJZ4Zc4AESKfXF8cL2RFbZtSnXIcxROJLB58llY1/YSLLjhGk40rUS1olju6SRmWYFl75Wml1hweskvn8CU5QIdhUHdMWG7HOsP9OFNcyphhqQYBVfZTtNL3rQSV5blK7XrKOvpeNtWluVEEJfLcvqJQr9pOopCvdMOx+bJZ+HsI8/C4o633UnJ/WV9Jm+9PJ+bFudxBjKB9U5/Bk5GtE0OwOoytUnriarJ4oHptL97EwBg59nXAgBu+uFmAMDhrc8CAFJdbfKS/Wmo8XpvjzWScQt3feyCsp3PdTkcHf1UEkbVqPnMZz6D//t//++g++zcuROnnXaat3zkyBFcccUVeM973oOPfOQjgx6bSCSQSCRybhtI2+hPjc0bjhhv12DITMBc/kikZGZYQ07/kIxvZMSPAFMcxRmnqR45BSR9HbxlS/pdSAPBpNwmcuqCagZRRlrKd0I+GoYLWPJH1vCmT1yvbxZc+BlzZIZc75XS9kr/FaYu00UEX1kwBU9WdBItk1HDAsse6rICy9puGQwWH3z/8IQWTRt5XjFZ/2Yh30MecZ1ceT+8ZU7tuYFXV12W+1ncEUYNDxpNzLUDr3DkskPL0oiyyXjKgNs03uS6jPzs5Q81l0YNU4waI6OMVzl+aTwPyP3pB9+1w/fweLu3NYPjlMCoKfb48cKoGjWf/OQn8eEPf3jQfebPn+/9/+jRo7jkkktw7rnn4oc//OEI905TbkhtsCqqAQATGkUo7IIGYZj2HBChsvRkTEnP6Ic5qsxBOLQ7mEDPc+pVEuuR2mJV+OqMX3Vb7OtafmFKA250qLbqCBy1HOH46ysxgxe6JCKrdueCZqCZ6StGUXjJ86guQbD8AdTQbnIgJuMiwrHYM4lUx2FlmTDJd0YqOmREmvEYTO6/F3Q1rrRQo35iuapAAfDdhgv7muTyR4XGJ43XBVeI8Uvj+Zgc36y7vaB2NeMfbdSUjlE1aiZPnozJkycXtO+RI0dwySWXYPXq1fjxj38MI4+srtFoNBqN5tRiTPjUHDlyBBdffDHmzJmDb3zjG2htbfW2TZ06dRR7pikFTFEjEtXCp2b5XPFa0ydCY4+0dgSOIyWGmUGlZqgKjZlMBNfnUGjoVS1Iiaxkegbc6FDtkA/N4Mn3ClVmIhWZQgtbAmAyiodZlucTpOIpGV7/1HIJuQtXFqrcqCHfkcvUHyX025CRSYZlwhgk5ou+8IY2KZJbsQmHegeX++R4nSHHL43n3XJ89x0/CkAn49MAjlu80pKnksgpw5gwah577DHs3r0bu3fvxsyZMwPbxmjwlkaj0Wg0APT0UykZE0bNhz/84by+N5qxj5UQaeUrGiYBANbOE0+07Oh2AECqvTuwf6gwZYyS7EUk3ytCoRHtxELJ90iZEa8uWIwKUwYVmbAyoxSwVAtaFqrMqOUUvDdHUW7YYNO18hHPjCGqGiRTM9op5RCiyh8Uqtz47arLynm8/gQVHC8fkPRtysdQFBu1mCZXCl2SUuikg0oLjVd2dBcAYO28ZQCAR+T47j5WIY/rL6AXGo2mEMaEUaPRaDQazXhFKzWlQxs1mlFHLWBZN1Hk+Vg5TSSjymzeKV57RXZoz4fGzK3QePlovHw1VO5g+AoNLasFKd0sJYYx7isy+aKb6LioMgiFKjO0XlViIpQZnmM9haVzwwJXo6gov0ye9j0lRy1/UKhyQ31xlWgoJTpKLZDpQ2kBYgUpNUQhio3/JZn7nFHQeM0cEON35dp1APzxfUIXuNRIdJ6a0qFDiDQajUaj0YwLtFKjGXXoSTVWVQcAmCQVmrl1Qt0YOCaiRygPiEEJ58xgAcuRVGioHSPgQxP0mWGMR0c7qdFNilITipoqVJlRFBMesd6D5YgMoox4hhnKd8N5RDtSwQkpOYx8goao3FC7tD91N190FL3SNUjfpqE+rZVSsSEfHBqvNH5pPNP4PiTHOxW41Jy6OLwE0086aAaANmo0owxjpleVO1knchadIx2EKzoPAwCaW0SSMleGzJLR4lfVDjoEj4QxA8gpJzI+YjSdFBO/aVYcyJp+yusIrC7nq9atGA2haSRvu5pROP80lJet17TApaHIosolUGg3FfAko0cxblRjJ9LIkQaCb7TkcxwOLnvHcQbYvnHpOxAPjWKMGyYzWHslGeR47ZPjt1GOZxrfO+V47209JPa302CsgGSJmnGH9qkpHXr6SaPRaDQazbhAKzWaUYUZJqy4CG2tahBy/Jo5DWJj01YAQLpbFK6ksggok0JjJmkqiYpSxsJKihmXCoEFxrIUmjyOwOp0VCgpX5Qyk0eRiVRwBsOru8SilSBv36CC4ykybrA/qoITpdyoIdqq43A+R2J/Q1CpUQuCGt40njp1lBsL+cO9o6ejBDReafyiaQ8AYM2clQCA/5HjvVOOfyfV709Hak4ptFJTOrRRo9FoNBrNKGK7HGaRRomtjRoA2qjRjDLMMGAlRaG/CY2i0N/pk8VyZrN4snUGZCg3Fa5UC1iWQ6EBACseSqbn+UDE4kI8UbdHOQLn8Z3hhhVY9pQZ1ZE3yjF4KIqN5yhsRRfAVB2CKQzcO7+iyBAuVTNXlBuqmk3KVMjXRu6ez5GYXklsiifEWyULXar7EWYy92VmU2iCvnyKDY3fzBExnk9fex4Af7y3yPGf7u0ctJyFZvyilZrSoe8gjUaj0Wg04wKt1GjKDjNMT+EwYnHEa0Q0yPyZtQCAmVXC1k41HwPgh8iSMuOFcpeg7IE4Lrg9l0Ij1sdCyfV8340YYAyi0KjlEzyfnKAPTaTvjOozE/UqifaJyZF8j9QUZoGrSk1E8r2QIkPKDa0nRYYOo6gpBJWokK+NLB7JPSVLCeEm2UR+c3nPpvQfKw6wsDKTT7GJKuSZdaqCFRtmij290G75mpbjmcY3jfd9cvwPdB2HQUVamVnAGTXjBZ18r3Roo0aj0Wg0mlHE+f/be/soKao7//9d1T09PcMwDzAzDDOCPGggKA8KYX7IupssLKBuVtZEWZdVdF1yohCzgRjFRMAYA4oPrCyKSRY02TUYc44mMcZoIBgNowYEIyJ8wSOCAgMqMAPDPHTX/f1R996qutW3q3u6Z3qm5/M6Z05TVbeqblXXbT71vp8HxjLOM0N5amzIqCFyihmOoKiiGgBQP3IgACD82QEAQJNawFIoLSGneCHQPQqN/FTbQEQthWGYhj//TIH3GOn6zgQpM4HRTomS7antxD/NkNM/5s1HI+E/nEzxrfHlp1GVG9XnRudrI7vnzWsjTy+2+/LX8M9wAQxTr8zo1qcyD59OEUwAsJQioKLAZT/+fIvnfSt//k83HoAZpugngsgEMmoIgiAIIoeQo3D2IKOG6HYMM+QUsSwoRCkv8Dd+kO1jgMbdAICOM612e+FDI7LdiuXuVGj4etFG7sPf+Y1wxFZqNOUQnHw09jl9CgyPikpZmdEpMmkUsnS2OeqL7viO74tvZ/6ZWMFJWbnh6Wh8vjbi/OovlZK/xuA/6Pb34Oqe2K52W7M+m4qNEfdeg3ie0XgAADB+0P8HAPL5/ywSlbmXKF9N34KMmuxBRg3RbYgfajMckTJ7Qb9SGdo6osL22oztOQgAsDp42K8wZkwx7cSNkxSNmXBRYcL16Rgzop2htoEJoN3eZhoJkvMpjsByukmZZvJNQ6WYdE83DaULDU5k3IjfwlAICCk/CcIYUf+7t5JPO+nKKOiMHCdk2zstJdcb3mU19Ns2atrlNKDuEjtj3IjnTzVigowbq507PfN7JZ7nWKP9fI8Y8UUATmj3x/3KUFBg98QMF1D1boLoBGTUEARBEEQOIaUme5BRQ3Q7oYIIQjx0NVpaiYm8wF9liCcpO3Hc094UUz5qKHc3KjRiP2ebSL5nKzUIRYCQ4StzoHMEZqHEykygQqNuVxWZVJPuJXQUDsvpMV0ot1wf8iowUsmx1CR8Sii3OL3SHec+8f3jMe96jSOx4zhsKzUIFwCm4S+jIM6jO3+C9eqd0ykzQYoNU6ahYvz5Fs+7eP73vVUFXmgeIZECgOgTxJmFuGUFNww4BkHJ9wiCIAiCyBNIqSG6DekcHInC5A6RJRVluHhoOQAg/Jnta9DS1OLZTygzjoNwhB/Hq8B0pUIjt6vJ9JgJ4IztyxEy/QqNdBBWFRavUpO2MqNTZDrhKOzeN9hRWKPcKAqOdAhWlRumCeVWfW3U8wpfG7FeLbMQZ7C/hwiMkKFVZGS3NduzodjElUR+TAnt7uDPdxF/3i8eWgUA+O2AchSGGAAGs6CQfGr6EJR8L3uQUUMQBEEQOSRuMZjkU5MVyKghuhxDlgbgBSiLShDmSk1ZVT+Mre4PALA+2g4AiHfYUSOGEsLthGZnSaGJRPl2tZSB6d3P5UfjK3dguEK1TZfSoSo0uugmNRoqSJnRKDSBSfjk+gTahcmcPvvKJCih2nJ9UPST6K8Syh2g3AgFRoa+S18ary6iKjlG2HJdgyG/pyDFRoTSO99XSO4XFO6dami3iHoSiOfbOm4rNWPPGQEAKK/uh4jJAJxGuKgEhvmp3XdSbPKemAWZliCTYxDkU0MQBEEQRJ5ASg3RbZj87TlaWoVo2H4PHlbbH3X97ccw/ulRAIDVHuPtvY+nqtCEefI9U6PcqAqNUGZ8vjRCfVGKUfoinQoi/mR6zFFcmGnqo5t0SfdUhUYXFSVINQmf0j4p7mP5jqe0VcsnBCXd851DyU8TFyoGX69GOyk+NjI6SnRH+OaYQrHhvk268gq+y4knXG8fM/G90yk2Fld9ApUb/nyL573u8/YRRpxTijAsAKcR7V8Js8AugGnF2gOOSPR2aPope5BRQxAEQRA5hIya7EFGDdHlSF+aSBEAoKh8AAr5i/5F51aguPUzAECs+aR3PzUvjShgyZWXQIWm0OszE6jQhL3RTgmLUqoZgoVSEAoBITM4ukktaBnkO5NmZmFByj42kGITV5s0Pwk6HxpD3R6QSVg9rFCmdL428rReBUf1qWFxEW1m+zapGYjl+cR+4nvgKkgiJce3TvE30t1RNQpKZJeOK741Fn/exfM/afgAGFYc+OwIomUVcrzE287a/SGfGoIIhIwaosuRRk20HwCgrLKYO0S24YLqEoSbPgYAtLcrtZ6QpjEjHH/VythpGjPa+k2hAr/DL/8vT9ZNUo0ZnSNwhsn3BEHGC9NV6RbbGWDxa7Bg6NtzY8VItUq3NHZSC+HWTkuJ3XSOxGJZ1M4S04Bqsj71ejQGQkrGjUCU7UBrwmPpEM+3xZ/3cJM9DTV20Llg8RhOfwaUDiyS46X9zKm0jk/0PkipyR5k1BAEQRBEDqE8NdmDjBqiy5AFLLkyEulXBgAYOKgEBYYFoA3Dy4sQP3gYgONAqYZy6xSaUKHtKKwmxOsKhQbgqotaVVtUqebh0NqyCDIZn0aZ0ewnCXAQFgoLU3/X+LLl2+AgtllM/8NqiuMreoV0qtY5DDtn4TtopqcsJWRbnZaykpdNYCIsnU8D+qp+i/6K9vx0RkHCy00Y0h0UHh4yOzRbEuM4DNvP/8gRoxGPxfAOgAHV/eR4aW36xG4vpspoGoogtJBRQxAEQRA5JG6xjPPU0PSTDRk1RJchyyJwJSRaUQMAuPjcCoRYHIh/huriEKxTdpIxxt/KQ0oBS7U8gpkg1BrIgkIjloWa4lZoAK7GKMqKJRSKMJgZchQUkTBNdQTubHkEuezVCYQAo0rPQT9v7uZx5nwaIg+fIkfEFaVHbpbtDU/3nZBvncOwUuhSKCqqrw0PkGZQtotm8n7G+XIIzAw5/VPLKyifzAp5r8dFOqUU3OuFO7GhlEsQy6LApXjexfM/qDiEWMw+yoQh5XiXj5czxw8BAOKUhC9vYYyBZWiUsCRqbF+Cku8RBEEQRB9k7dq1GDZsGKLRKOrr6/Hmm29q2/74xz/GpZdeioqKClRUVGD69OlJ2+cKUmqILkONeiodUAwAGH9OmR19chAwTx2B1drC2/NoEu47oy53uUIjjpOkKKWzTqTxV0oMpBrdFFQeIUiZET4s8KJ72Uv2Fie2Mcbkv+NKc0MTFSUUHaHkGIpy41xfgHITUC7BFx0lOy+iz9wh3SGXmqIpryA+TSvh+mT7pLpevjHynI/Ch4aF+DXw51s8/+FTh2HFbBXmwroyOV5O8fHTcfZ0gt4R+YBlsYwdfdPd/+mnn8aiRYuwbt061NfXY/Xq1Zg5cyb27t2L6upqX/stW7bg2muvxSWXXIJoNIr77rsPM2bMwLvvvou6urqM+p5NSKkhCIIgiBwiXigy/QOApqYmz19bW1vCcz700EOYP38+brzxRowZMwbr1q1DcXEx1q9fn7D9//3f/+GWW27BhAkTMHr0aPzkJz+BZVnYtGlTl92XzkBKDZF11AKWIoqjvMp+87ygugRWPIYDB4FQy2cyuZjqQyMLWXaXQqOWMhA+DG7VxdcGzjbD7Hx5BI1Ck6oyo1Nigl7eGLw+NaauPT++39eGd5v3N1XlxhC+NPw4apSUrlwCRBQUv89OPhtRiNLOFySS9WnLK4jVsiCmsh5+MlZsxPq4NxEh489/6MynsPi2z1f1k+OlUURBnbKjoKjAZf7BrCz41PD9hwwZ4lm/bNkyLF++3LOuvb0d27dvx5IlS+Q60zQxffp0NDQ0pHS+lpYWdHR0YMCAARn1O9uQUUMQBEEQecKhQ4dQWloqlwtF6gsXn3zyCeLxOAYNGuRZP2jQIOzZsyel89x+++2ora3F9OnTM+twliGjhsg60pem0E7zHulvW/KjhpQDAGr6FSAWM3AAgHXqEycXiZJWXqayz7VC44pYUn1hRN4WFgqDhULB0U1qVJROmbFSU2bUlzvdu16yl0CLOZ+qL43AUWC86x3fFhEFxtenqNzI71jnayNcbsT5NOUSmOiYyBckfHNk/xL7zqhlGNyKjS4fTaaKDTN5pJYlrpFHQZ08Lr/36uICOV4+4OMnXMjzOVG+mrwjmz41paWlHqOmK1i5ciU2btyILVu2IBqNdum50oWMGoIgCILIIcxyZTHI4BipUllZiVAohMbGRs/6xsZG1NTUJN33gQcewMqVK/GHP/wB48aN60xXuxQyaoisI/PT8FpM/QeUAwAuGmp/lqIVMR6VYp09Ld9spe+M8MnRKCs+paZAUWRSPI5UaFT1JYFCI9upGYLhVgjC6Gx0k853JlVlpjNRT2obt7Ohiuo7oyIUGdmPAOVGXKeJAF8bKW8EREcJ9cO08wWpGYh9NaPE8WV3vcqOEdYrL9KnxRUVZ3/qlvknz0KNjg7eJ6/SYrU08/tXhFK0yvHyZz5+mg/z2mYUBUVkSCQSwcSJE7Fp0ybMnj0bAKTT78KFC7X73X///bj33nvx+9//HpMmTeqm3qYHGTVE1lAdhMNFJQCA0krb4XFMlb0cOn0cVpz/oLeddf0nIByExbRTJ40Z0V5zHJ8xE1KmhHzGjvOflGwjDB8xPyIqXOscgeUUV/Jpps4aMaoxontpS2SzJJt+8tkw0hhRjqH815+qkcOQ2rSUU0YhsSMxTFdhy1DYX8Vb9j+5w7DbkNE5D7N44grg8hRKe916cRy5ve0sb1QE88wnGFNlh9WK8XOMjyej+YT9SQ7DeUOyF4p0jpEOixYtwrx58zBp0iRMnjwZq1evxpkzZ3DjjTcCAK6//nrU1dVhxYoVAID77rsPS5cuxVNPPYVhw4bh6FG7EGtJSQlKSkoy6ns2IaOGIAiCIHJILvLUzJkzB8ePH8fSpUtx9OhRTJgwAS+++KJ0Hj548CBM0zG8H3vsMbS3t+OrX/2q5ziJoqtyCRk1RNYJcYfdaGkVAGBobX/7s8z2wjdPnoApUsXHYjBDikyvFJRMW6FRHYrlcTuv0Mh2vpBt13SSYabuCKwkufMpLWK9uhygyKgva6n8zrmVGkNtryxLx1++bDjzN/Z2vqgL9RbnMsESthMnVKeloA3xhne7+B7498R4yLecxlLKKzgOw6KYqtML91SUfQ5+kFiHq6cZKDZ8ygxcaWGxDlkg1Ww5iaED7dBcMX4+4uOp9YTtBxFvP6s5M0GkxsKFC7XTTVu2bPEsHzhwoOs7lAXIqCEIgiCIHJLNPDV9HTJqiKyhOggXl5cDAMbx0NRB/WzlxPq4ySuVqoUkFaWmyxSaRI7AruWUku9Jn46Q1+eGfwpfk1R9Z1JVZoIUmVTn1y044dZxxmAG7OdTVqQvDN8OsZ2vZ4kVGVXFkMoNkvvamOK7Evubyj+4b5OhhIL4yivoFBtXO62jsPKr2VnFBha/FiukboHV0oxBQ+3nWIyfnXw8NR/xOgyTT00ekAWjJiVZtg9AZRIIgiAIgsgLSKkhMkYoNCZXUNSop7GD7URQ4bOfAQBYawsXOHikixqCLRSbzio0IU1hyiCFRig7uqKUZtiXoM8pqGin5xdhvqmGaKvRRj4FB2I5eTu5HolJJsAw5nzqku8FRUH5fGjEemV/U16XmpzP/hSlKNXt4j5CjY6SPjUufywz5Euq5yuvIK9DUY5coeC+CCmxj5E4+ildxUYoNGpoNwCw1rNyvIjxI8bTp3x8mWea+HHink+i92ExBiPD6Ccrw/3zBTJqCIIgCCKHMJYFnxoyagCQUUNkERH1VFhip3WvGmS/UY6ssN8wzZZDAOw07/abdKH9Zs0dJ7TlDnw+NskVGp9vjKrQaMoi+BSaJMn3nHXiM2T/8d+VuOork6LvTKbKjH+/4B86S/Ytydui4tsi91VkCZ0PjU+54QdkSjuB6Icur01I6B1mAvXNMOUJA8slyIKY8K5nll9ZUY5hKNuhtPMpNr4kfLzcQczVRihHsXaYLXY+mpEVdhSUGE+H+fhq4wUuKQqq90OOwtmDfGoIgiAIgsgLSKkhMkaNeiqqqAQAXFhXBgCo7mc/ZubxMwC86oIRDjviR0BBSplxOEihUdLVByk0znZvvppEJQ98/jjM1h7iFoNhsU5HN6kKjW47lHYCVZFJ9Z3NnUU4zoLfcmRhSuVEQsHR5a9RFRmZNibA10bNa2MpuomIjpJ5gERmZ6GmpFguQRZVFUe3HH8cn/JiJY7g0uej4c+jKESpae++HgAw2+zxUl1l90OMp//Hx9eZ4wftfSgKqtdjWYCRcfK9LHWml0NGDdFpdA7C/Svs6txj+Y9waYg7Mra1+A9ihmCElWrcuura6jRUusaMWuMpDWNGLiuh2nFXqDaD859wPCiEG2I58XaBv11y4yXodzHR7JLHUVj5YdSUepL4qnArHRPGjmq8+EK8hWGrmZZypoXkgb3ntxyjx4LhhH4rxozOuAGvRcbgOBKrU1eOMeKeLwo2bqAxNnzTW/G45wsV40WMHzGeXubj6yQ5DOcNuSiTkK/Q9BNBEARBEHkBKTVExggH4Uix/SZZXtUPAHD+QOEgbDs8Mu4YKRUVwFZnwmpZBEWhUUO5NaHYiUKwPe1UhSakU2YSlEfg62UyPSVUW0w/ZWuaqbPKjG9aKoWJKEtO7TCplOhOaCo6hKp4m4pMIfuvTBNpQ7zFfkEh4EIJ8+YAhMWYfU41WZ9QaAIKXMJwtvvUHbGL0lYX+i0LTvKyCoGh3qbpCVEX40WMn/MH2sqMGF+NfLy1FZDDcG+HWfJRzOgYBBk1BEEQBJFTLP5SlOkxCDJqiAxQfWoKy+yCe6PPsd8gB5dwheVss72DcMY0Q87bbDgCM6L4zOgUGp2jb7IQbHc7GeKdnkLjTqinFqKUvhzM/nMrN0D6yoxAl7QPuvYaRSaVaXa3T01Qe0uteCkdebmPkfSF8TZTk+jJ9ny71pdG42sTMoVixo9rOd+L3UVvR9RkfdoCl8LXJhT2hHe7jqgPDxerlf1EWQWdg7Bb0TEs1zoxXtrs8TOYh3KL8XWAj7czxw95j0M+NUQfhowagiAIgsghlKcme5BRQ6SNL+opas/xlw6wfWjG8TfJAUVceWlqA+DyRTBNuWSEw07Uk0hK1t0KjZp8L4FCA9gRPrpQbaEQZOo7o/OZ0SkzOmUlnSgoy91HoRQEOICovjNx8X1KX5jEvje6aCmh3Gh9acRxxA6WOJ/huR4RRaIWxlST9fkUm0TlEvjzwniCPlnD1N0G8IWHu8PC7f24CqRRbFjcibKypyDinhtsdNjjZ8AAu+9ifG3l462Jj78OJbSbFJveAxk12YOinwiCIAiCyAtIqSE6jVBWIv3sN8fSgXb+jPMH2m+OkZgdjWHEedIxkTwvHOFvpO1AuMBJuqfmodFFLykKTWDUktpeVx5Bbve+/btLHqiFKOOKQqBTaOKKpBJc8NLTXKvMBPnaqCTyvXFHPzlhSvaHGu0k0PrOiO0a5UbdT+drIxUZeUHJo6Pc34fB/IUxoVNsRC4ay18uwVDCSXSKjRpB5VNilHw3PsXGjDvLXKkxwhEn2SQfP2I8ifElxpsYf61Nn4DonVBBy+xBRg1BEARB5BCafsoeZNQQaSN8asIR+01RRD2N5BlPh5QVAgDM1s/sHfjcvvSZCYWkUmOEIy5lRmQEVhSYkKK8BCk0unw1KSo0umzA8YAyCHGWvu+MTmkJUma0vjSdiIJKFv2kKi4qqu+MT4nRHEfs5yv/oJQ/cMoveO+HGh3l/h7c91TNQAzl+CKKCr5Mw36fGNlHNbeNGkHlOZM+ekooNrAcLwAjzgC0wigogCFlLHv8mK125uAhZXYUlBhvh/j4C396GAAQb7MVHfKp6T1Qle7sQUYNkTKyWrYwariDYkm5/XlBXSkAoKKQtzutJAOTRkuI/+93xnYUDmmS6qnVtYMcfFM0ZnzH0xgz7nBtsV6dTnI72SZ3FE4+zZSuEaMaL3qH4eAfOneVbu2BFCNDoDN6tNNN6n6iPbxGTtC0lOpI7J4qtA2Z5Mn6hDEj1qvGDZildfiFSMoX8hoxPmdjsTpgeko8hwYAQ8R0hyIyuZ9s1mGPp4oS+zkW420bH3/NfDy2nznFD0sh3kTfo9c5Cre1tWHChAkwDAM7d+7MdXcIgiAIIiOYxWBl+EfTTza9Tqn5zne+g9raWrz99tu57kqfxRRlEbiDYlmlHVp6nnBgjCjOlxw5zQSXE2aowD+N1FmFJpWClK7tsuRBCgqNWJ8sVJsxJpWJzjoAd1aZURUZtTBlMkR137jlKBk6hMISUl6HfOUTlCR9QcqNaK9rp05LCXVNOgSL03GxSZ2uUpP1QVFoxHduusor+KaTFIdfX/K9uN/ZGEBwuQWPkiMSVBowQs54cR9HjC8x3sT4+1RxGLZ4VXCi50MFLbNHr1Jqfve73+Gll17CAw88kOuuEARBEATRw+g1Sk1jYyPmz5+P5557DsXFxSnt09bWhra2Nrnc1NQk/x2N9JpL9yH63t3XYIa4QlNiF9YrrbAdFofV2N/H8DJ7e/zMCXuHdl7IT339N0zE+HtpBzPBZC584R8hXs+VZQ6TYbnC8UJs4P8wxasyD5V1+UnYzV0+JPCGZdvrkXi9fXJ7G2/UEYvxS40hxNL3ndEpxjplJlVFJtXwzjhjsLjC0NbRjoIU97M0nsM+BcdQQrTFeqVMgtPe/nSUHMO7LMsm8P6L4/NraG/vQMhijo+MoggJB+OQejzfegOmEt5uCN8U+eVa3mXxnPKLlS4xYhne51pdBjMR48eKIQTlEQDj40mMr+HcIV+Mv0/4eLSaG+17wTr4velexSZXv0/ZpLv7TtFP2cNgvUCzYozh8ssvx9SpU/G9730PBw4cwPDhw7Fjxw5MmDBBu9/y5ctx9913+9Y/9dRTKRtGBEEQRN+jpaUF//qv/4pTp06htLS0S87R1NSEsrIyDJ33JMxIZv8nWe0tOPjkvC7tb28gp6b0HXfcgfvuuy9pm/feew8vvfQSmpubsWTJkrSOv2TJEixatEguNzU1YciQIQCArz34e7S2x3S79miikTB+tHhmt12DYYiyCPYcf7S8GgBQM3ocAODKaSMBANdfXAcAGBS33yTNFvtT9a1hholY3MKmPUcwbcw5CEUi4kTgJ+LtND4xpjeaSY128iXfU31oOqPQwH4xV9fFOmLYve3PGD3xEoTC4U4rNJ1VZnzbU1VaXO2seAwn3tuGis9Pgsn9k9QoJx0hpZ26n0658SftU48DT7sgxYbF49i97c+44AtTEQqHfcqMfGSU9ckUG+lfIxUb7u8iFEGh3Ijn27eet5fbhV9QTNmPr4/H7HGx+yNMGz0YBcq9E8+/VVwBAGgM2Z8/fetjAMCvNr0PADi6568AgNaTx/hpOvhpuicKqrt/n7qCaCSM1TdfmutuEJ0gp0bN4sWLccMNNyRtM2LECGzevBkNDQ0oLCz0bJs0aRLmzp2LJ598MuG+hYWFvn0Ere0xnG3rnQNO0F3XYJjciVLk0+iwf6zb4mJqwTYiQmH7cSoQRhD/H80wvL/OzLUcDpkIh7zGhxN6LYwWw7tsKkZMUM0njVFjaIwa33re17jLqFET3obCYY9RYyhGja8Ktc8hWOMIrGYiVm0NX6biFIXXBO3MUDhto0Zt51tO06jxGS2pGjXCGOHfg8946RKjRplmkuuhbPd+2YbvQROOwt5x4Tdq+HMc5uONf1di/Inx2MrH59l224ix+BRpd4d258NvbHfBrHjG3w+F7tvk1KipqqpCVVVVYLtHHnkEP/jBD+Ty4cOHMXPmTDz99NOor6/vyi4SLtSop/4D7OR7o6ptH5synp8GzR2e/VTjAobh+MuEwv68MrqoJV1BSk15hEQFKQF/gjwnYil4fbL8MwyOkpJq3hm/gpOZMhPkS5PIB0f+X+yKftJFOaWNz5nG66fi+Nxww1lJyqfLayP8rET/5PfAo598ZRT4Cpmnhh/PKXzpXy9TLQpDTFMMM3EUE6S1ExQF5c57I58wMwQmLC2lXAPi9vgqK7b7I8afGI8iCqrt9Al+eIqC6umQUZM9eoUn19ChQz3LJdxRdeTIkTjnnHNy0SWCIAiCIHoYvcKoIXKLrixCVbWdJ2NYhb0+Cl7wT/gKiLkCwzttxAzT80bqU2h0BSlzqNAA9gu6L+uwOIdlNwjKOxPkO6NTZlJVZDoTDeVMv/mL6omXP+10lJm4X7K8AV+Wvjca5cbJGOxVcoQio8trI47nyfTMmJzZEfNKagZigb/wpbM+sBimotj4yiWIccCfX2dqMnHZBDDLidgLhf3VO0V7flwx3sT4E+PxCB+fZ0/YUVBUNqHnwywrC0pNGsmp8pheadQMGzaMEg11A2pZhFAkCgAoLrOVss8Ptj3sq/vZ01JGjIfPq6HVHI8xIn68jXCwMZOF6tpAkppOrqkL93q/kZOo9hNfBrMnLAKMmaBpplSNmKBpKZVkDsTMdc50KwVrjR4z8XG0Rk4np6XEdvd9N1ii8gh8ukpjxBh+E0NbN0pb6VvsqJZLSKPaN7OcY4vpJwOKX4qY5uLjrbqf7TcoxuN+Pj6b+XhVxzEZNz0PFo+DxTM0ajLcP1/olUYNQRAEQeQLjGXBp6abott6OmTUEIGoDsKlXO4ePbi/vRwRUVGt9qfhTDO5l93KinwjNcxuqa7tXi/LIPBlVV3xKzfO/skUGMZSV2hUZUbgqEvpKTM6JSaVfFyqypH4OGJaKfh49g6pKTeyuar4aKaltIqN+j2I7UIQkvdHqB/eZdUhmTF/CYXOVPoGHOEypWrfQnkyws6/leSRcnzw8VYa8Y7HV/j4PEEOw0QfhIwagiAIgsghFP2UPcioIbSoDsKR/nYa9nJeQG9omb2+mCfUMNoVOUHNI+NWXMSrsRnKukKTrCAl4Fdo9MqNX/lRVRxHcYHGUbhzvjPph3IjIfEUpBqRXj1uMRg6qUaglWoC9ktTudH52siKGuKsQrkRRTmFo7A8kOHptlScZJkG7/clC18akDdVVWxkWLiyPm3FxhXKLXvqHhdC4BQ7Kr45Yr0Yf2I8ivF5hI/XMDkM93jIqMkevaqgJUEQBEEQhA5SaggfQqExw7YvjRP1ZEdXjOZRFoNL7KiLAqakiVczCCdIpiciO+zQVV3ItpJ8T80MHKDQ6ModpKrQOPvz9QmimwQWT7/XWd+Z1EO5kRCdIpNKYctkId3+A2rWKwqO6oOji3oKSvKXqq+Nc14e/cSXHSVGzWSsHsd1ANiqi7rOUCO8NEqOzESs+MI46pIaLeWEeIt+MjMsr1W2txJHQYnxJ8ajGJ8f8vF6mo9fMZ7FGz292fccSKnJHmTUEARBEEQOoTw12YOMGkKLEbIVG7Usgoiy6F/I34fj3qgKpkR5JCxIKXwlzFD6Co1PSUlNoRFqiFa58SXpA2/n+F0ERz8lVmiCopr0Sg6U9ukpMvHEqz0w130LcqnR+s6kqODo9/cqMWoSP107obQw13E90U9yN96eCYUInv1CCRQbQ8n4J0suILFi4yg5vC9CsVGeb1+5BOl740q4Z5pOnhqlvQ9eNqF/oa3EiPG5lY/Xk0oUFEHkM2TUEARBEEQOsay4M9eayTEIMmoIP7qop7KBdlTFEB5l0U9EPcVFWQQlX7wa9eSOcpJvpEkyCqeo0CQrawDoFRpdXht9jpmA/DOMBSo06frOqMqMX9FBUrLuU6OqFLIfwmdG7YCyrOR68ZFqlJQmOkr4NgVlIFa3q7lnYBq+Ypg6xUbsohbJDFRslHIJYJYn+kk4Gontvigow+tr06/A9p0R41OM10aKgurxkE9N9iCjhpDoHISL+tty9vk19uc5pbZDYqH4HyzGf5zVZHumsuz+URc/3u7ke91QuwlI35hxV95WHYE74s6n6fqPWmfMZNuICa7Kncr8k/112GHpAe0D4yUDpptE6DVfDClGTmAZBQX5O+4KS2cG04Z+y6reumR+7vIKSt0oXaVvXT2puDo1FlDt206+50prIA4rake5y6m74evFeBTjU4zXQ3z8ksMw0Rcgo4YgCIIgcggpNdmDjBpCIgvfaRyEzx9kF8orLeTTU+rcglLAMmkyPZejcKoKTTYKUibaPz1HYb3ywhhLeZpJ5wCcrjITpMSkMv0ExrhS45pf0x4w4Fg+JSc15SbQoVgJAbeEo7BQP1z3nRnQh35b3tBuxtdLR2FXdzIphunuU2BBTLdi4x4XwlFYKjTeZH4qYjyK8SnG61/4+D2lOAxTgcseRDwOZmb4PVBBSwBk1BAEQRBETmEsc0dhKmhpQ0YN4czxc1QH4f68QN655fZnUVhJBmZoFJpE5RHEendxS74+1YKUQQpNsoKUqeyfzBk4qSNwgu0CneokUJ2g1fXyOAE+NyqphHSD2T8EcQat/66ncTJ8jsFqA40i01mHYtP7pUm1SRP6Hego7OpnZ4thqqUZggti8nHBTFkawfY142NELa8Q4DBcFLbbifEqxm9E4zBMig2RT5BRQxAEQRA5hFlW5koNJd8DQEYN4UIX9TSCR1EM7q9EPQk0Sk2yZHrijZQZRsYFKVNVaNxRTIn2TxquzffXhWpb3JcjU9+ZdJWZbIR0+1SOpOgKWsqDKR1QNmuVm+S+NmrZBaed4lPDfZvU7akqNm7VxRcxxbzH8Ckzrn0B51amUxCTeUqJeMspaMslKONPjE8xXsX4PayJgoq3nwWRW1gW8tSQ0mZDBS0JgiAIgsgLSKkhtFFPJeX2G52IohhQVGBvF0pNXLx5Js5Hk6zcgYggiVtMvgmnq9B0piClt13y7SIHTaLcMm6FRiwbjKXtO5MtZUanyFiqVJR4Z1fbgPaa1yARheTvX2rKjeN2oig3KfraGG5fJte9cL4Pr59LQShYsdFFTIlzq4qNqswkKpLpvtZEBTGdZ9rwKZ6+cglMuTm8A2J8ivEqxu9OPp4pCqrnYU8/ZTZ9RNNPNmTUEARBEEQOoemn7EFGTR9GKjRKWYSCYvtNTuSnGcqjKIp5WQT5Ni1fXb3KjC/qKUG5A49ioSg0XVmQMtH2VLP/Jop+Yq42BmM+hSbIdyZbGYR1ikyq0U+ybVB7nfKjnchOMU+N7zip+dpI1YTfl1icwQCTm0OafnXEvdudLMGOYpNJMUwAvoKY/sKX/vXu58OSUVSJyyvITotnQpZjsD/FeBXjV4xnMb7FeLc67IK0pNgQ+QAZNQRBEASRQ0ipyR5k1BDyDU1EPRWXlwMAhg2yoyVqeBSFmKuXL5oBBSzVDMFudcatxnS2IGW6Co0++ilYoRHb1W1uPyCD+RWaIN+ZdJWZzioySaOgUoh+0vvMyBMkXt/pDMPew2p9bZQIIqGYOcdLXjtKt90AUq4XpWYKdg4pnpHUC2K6s2BbigLjqxnlXARfYbqby/Eqxq8Yz0f4+D5z3B7vxtnTIHKLZcVhkFGTFcio6cNIY6bADu1UHYRHVPUDAFT149tl2nZuFGgchGVYqtbo8P54m671Yp3aHnAbOfz8UNvxZVFQ0Eq8vjPGjFjWOQLHLQbDYFpjprPJ9lQjJl1HYRW1kCbgfJ+WGg4Np7Bk8PE1od6qsdPpZHxqe287phiXfmMpPePGhKF3FBZtUqj0bbfzGjfJCmImMvbVaS64kvXxi/dcivg+xXgV41eM53cUh+GOlia7H7F2fjj6z5HovZBRQxAEQRA5hMUtwMhQqVELzvVRyKjpg6gOwiIJl+ogfO6AYgBOWQQReiqUGEN57RbrUyl34FZjhDrgd+RNrHroFJrUHYXTV2jEdp0jcAdXagSqQpNqsr0gZUanmCRSYJLhPo/hCukWqoAppnXSPK6fxE6xkrST8Xnbif6ZrvttGExfZiENxUaXqE8qgEmKYYq+2O1SL4jpdpY3A8srJB+HYtpMjF8xnlWHYTNsl01QfxdIsek+qPZT9iCjhiAIgiByCLPimSs1ZIQCoIzCfRrDDMEwQwhFoghFoiguL0dxeTlqBxajdmAxakoKUVNSiGjIQDRkF/hzp6lnhp3WXSTTE8nDGLgaw5fV9RZzh28zCP9UsT7OfVeEQ7EIAVf3d9oxqaJY/FiM2QqNBffxmQzLFk6/lmf/oO3ONTnb7OuwXPvbx/C3c/+5w9oBWyWxLH07tb167epxgv6CSPc42v6o90W9PuU4QfdLva+678Fp531W0nkG5HOnfZ4CnkP5vKrXlPh5dd879/66cSSvkY8/MR4FYryK8SvGsxjfYryL8S9+D4i+w9q1azFs2DBEo1HU19fjzTffTNr+mWeewejRoxGNRjF27Fi88MIL3dTT1CGjhiAIgiByCLPiWflLh6effhqLFi3CsmXL8NZbb2H8+PGYOXMmjh07lrD91q1bce211+Kmm27Cjh07MHv2bMyePRu7du3Kxi3IGjT91AfRRT0Vl/ICeFV2WvXKYnt7WClgqbpZ+MsSKL4tvJ27rIF8m1dUG/fxs12QUpQ9SDXZnnN9Tv910U0WczVMcE9S9Z1J1Wcmo2R7Coa8/9qIbj0phnLro6iMxMcJ8rVRfCJN1/32RD9pkvXpyidYIrLJMOS2gpDoUurFMIEEIeHC/ydZQUzXWHAXurT3B9z/MJQwd1MTgSbGrxjPYny/x8d7hKKgck4upp8eeughzJ8/HzfeeCMAYN26dfjtb3+L9evX44477vC1/6//+i/MmjULt912GwDgnnvuwcsvv4z//u//xrp16zLqezbpU0aN+M+2paUFLNYOFo8F7NEzYTEro2uQiUhjbQAAq6MVABBvawEAtLXYeStON9s/cs2wa8jEeYbSkJIRNcioEbiNmlg8hpaWFjQ3N8HgmVLjihHjcwzOklFjKf0LNGpc/Vedl+OxDqClBdbpZifUNsE9CTJqLE07QcpGTcK1yTGsOFpaWnD2TLPMLZQqutamUk5bfWZkO8NrVOj2F+2EfW0qxzNZHGhpgXm6GUYoLNsZ0mnWZTgk6JepONfaUzfCqPG2cRIFK8tKom2x3RQZD5RrEcsh1z2Iu8ZFJBT29N25F8q1ae6JeGZaOuwn+HRzBwBnfIvxLsa/+D1g8XbPZ7pk+vvUExDXADi/Z11KvCMwmXcqxwCApqYmz+rCwkIUFhZ61rW3t2P79u1YsmSJXGeaJqZPn46GhoaEh29oaMCiRYs862bOnInnnnsu055nF9aHOHTokJiOpj/6oz/6oz/6C/w7dOhQl/2fdPbsWVZTU5O1vpaUlPjWLVu2zHfejz/+mAFgW7du9ay/7bbb2OTJkxP2taCggD311FOedWvXrmXV1dVZux/ZoE8pNbW1tdi9ezfGjBmDQ4cOobS0NNdd6hRNTU0YMmQIXUMPIB+ug66h55AP15FP17B7927U1tZ22Xmi0Sg++OADtLd3ThVTYYz5aoupKk2+06eMGtM0UVdXBwAoLS3ttQNOQNfQc8iH66Br6Dnkw3XkwzXU1dXBNLs2niYajSIajXbpOVQqKysRCoXQ2NjoWd/Y2IiampqE+9TU1KTVPldQ9BNBEARB9CEikQgmTpyITZs2yXWWZWHTpk2YMmVKwn2mTJniaQ8AL7/8srZ9ruhTSg1BEARBEMCiRYswb948TJo0CZMnT8bq1atx5swZGQ11/fXXo66uDitWrAAAfPOb38Tf/d3f4cEHH8QVV1yBjRs3Ytu2bfjRj36Uy8vw0eeMmsLCQixbtqxXzzPSNfQc8uE66Bp6DvlwHXQNvYM5c+bg+PHjWLp0KY4ePYoJEybgxRdfxKBBgwAABw8e9Ey9XXLJJXjqqafwve99D3feeSfOP/98PPfcc7jwwgtzdQkJMRjrjng1giAIgiCIroV8agiCIAiCyAvIqCEIgiAIIi8go4YgCIIgiLyAjBqCIAiCIPKCPmPUHDhwADfddBOGDx+OoqIijBw5EsuWLfNlcvzrX/+KSy+9FNFoFEOGDMH999+fox4n5t5778Ull1yC4uJilJeXJ2xjGIbvb+PGjd3b0SSkcg0HDx7EFVdcgeLiYlRXV+O2225DLNaz68gMGzbMd99XrlyZ624FsnbtWgwbNgzRaBT19fV48803c92llFm+fLnvno8ePTrX3QrkT3/6E7785S+jtrYWhmH46ucwxrB06VIMHjwYRUVFmD59Ovbt25ebzmoIuoYbbrjB993MmjUrN53VsGLFCnzhC19A//79UV1djdmzZ2Pv3r2eNq2trViwYAEGDhyIkpISfOUrX/EloSN6Dn3GqNmzZw8sy8Ljjz+Od999Fw8//DDWrVuHO++8U7ZpamrCjBkzcO6552L79u1YtWoVli9f3qPi8Nvb23H11Vfj5ptvTtpuw4YNOHLkiPybPXt293QwBYKuIR6P44orrkB7ezu2bt2KJ598Ek888QSWLl3azT1Nn+9///ue+/6Nb3wj111KytNPP41FixZh2bJleOuttzB+/HjMnDkTx44dy3XXUuaCCy7w3PPXXnst110K5MyZMxg/fjzWrl2bcPv999+PRx55BOvWrcMbb7yBfv36YebMmWhtbe3mnuoJugYAmDVrlue7+fnPf96NPQzmlVdewYIFC/D666/j5ZdfRkdHB2bMmIEzZ87INt/61rfwm9/8Bs888wxeeeUVHD58GFdddVUOe00kJbelp3LL/fffz4YPHy6XH330UVZRUcHa2trkuttvv52NGjUqF91LyoYNG1hZWVnCbQDYs88+26396Qy6a3jhhReYaZrs6NGjct1jjz3GSktLPd9NT+Pcc89lDz/8cK67kRaTJ09mCxYskMvxeJzV1tayFStW5LBXqbNs2TI2fvz4XHcjI9TxalkWq6mpYatWrZLrTp48yQoLC9nPf/7zHPQwmES/OfPmzWNXXnllTvrTWY4dO8YAsFdeeYUxZt/3goIC9swzz8g27733HgPAGhoactVNIgl9RqlJxKlTpzBgwAC53NDQgL/9279FJBKR62bOnIm9e/fixIkTuehip1mwYAEqKysxefJkrF+/HqwXpSNqaGjA2LFjZRIowP4empqa8O677+awZ8GsXLkSAwcOxEUXXYRVq1b16Cmz9vZ2bN++HdOnT5frTNPE9OnT0dDQkMOepce+fftQW1uLESNGYO7cuTh48GCuu5QRH3zwAY4ePer5XsrKylBfX9+rvhcA2LJlC6qrqzFq1CjcfPPN+PTTT3PdpaScOnUKAOT/C9u3b0dHR4fnuxg9ejSGDh3a676LvkKfyygs2L9/P9asWYMHHnhArjt69CiGDx/uaSf+Yz169CgqKiq6tY+d5fvf/z7+/u//HsXFxXjppZdwyy234PTp07j11ltz3bWUOHr0qMegAbzfQ0/l1ltvxcUXX4wBAwZg69atWLJkCY4cOYKHHnoo111LyCeffIJ4PJ7wXu/ZsydHvUqP+vp6PPHEExg1ahSOHDmCu+++G5deeil27dqF/v3757p7nUI844m+l578/KvMmjULV111FYYPH473338fd955Jy677DI0NDQgFArluns+LMvCf/7nf2Lq1KkyS+7Ro0cRiUR8vn+97bvoS/R6peaOO+5I6Bjr/lN/oD/++GPMmjULV199NebPn5+jnjt05hqScdddd2Hq1Km46KKLcPvtt+M73/kOVq1a1YVXkP1r6Cmkc12LFi3CF7/4RYwbNw5f//rX8eCDD2LNmjVoa2vL8VXkL5dddhmuvvpqjBs3DjNnzsQLL7yAkydP4he/+EWuu9bn+Zd/+Rf80z/9E8aOHYvZs2fj+eefx1/+8hds2bIl111LyIIFC7Br164eFVRBpE+vV2oWL16MG264IWmbESNGyH8fPnwYX/rSl3DJJZf4HIB1pdXFtq4i3WtIl/r6etxzzz1oa2vrslom2byGmpoaXwROd3wPicjkuurr6xGLxXDgwAGMGjWqC3qXGZWVlQiFQgmf+e6+z9mivLwcn/vc57B///5cd6XTiHvf2NiIwYMHy/WNjY2YMGFCjnqVOSNGjEBlZSX279+PadOm5bo7HhYuXIjnn38ef/rTn3DOOefI9TU1NWhvb8fJkyc9ak1vHiP5Tq83aqqqqlBVVZVS248//hhf+tKXMHHiRGzYsMFTrAuwS6t/97vfRUdHBwoKCgDYpdVHjRrVpVNP6VxDZ9i5cycqKiq6tDhbNq9hypQpuPfee3Hs2DFUV1cDsL+H0tJSjBkzJivnSJVMrmvnzp0wTVNeQ08jEolg4sSJ2LRpk4yOsywLmzZtwsKFC3PbuU5y+vRpvP/++7juuuty3ZVOM3z4cNTU1GDTpk3SiGlqasIbb7wRGPXYk/noo4/w6aefegy1XMMYwze+8Q08++yz2LJli8/9YOLEiSgoKMCmTZvwla98BQCwd+9eHDx4EFOmTMlFl4kgcu2p3F189NFH7LzzzmPTpk1jH330ETty5Ij8E5w8eZINGjSIXXfddWzXrl1s48aNrLi4mD3++OM57LmXDz/8kO3YsYPdfffdrKSkhO3YsYPt2LGDNTc3M8YY+/Wvf81+/OMfs3feeYft27ePPfroo6y4uJgtXbo0xz13CLqGWCzGLrzwQjZjxgy2c+dO9uKLL7Kqqiq2ZMmSHPdcz9atW9nDDz/Mdu7cyd5//332v//7v6yqqopdf/31ue5aUjZu3MgKCwvZE088wXbv3s2+9rWvsfLyck/kWU9m8eLFbMuWLeyDDz5gf/7zn9n06dNZZWUlO3bsWK67lpTm5mb53ANgDz30ENuxYwf78MMPGWOMrVy5kpWXl7Nf/epX7K9//Su78sor2fDhw9nZs2dz3HOHZNfQ3NzMvv3tb7OGhgb2wQcfsD/84Q/s4osvZueffz5rbW3NddclN998MysrK2Nbtmzx/J/Q0tIi23z9619nQ4cOZZs3b2bbtm1jU6ZMYVOmTMlhr4lk9BmjZsOGDQxAwj83b7/9Nvubv/kbVlhYyOrq6tjKlStz1OPEzJs3L+E1/PGPf2SMMfa73/2OTZgwgZWUlLB+/fqx8ePHs3Xr1rF4PJ7bjrsIugbGGDtw4AC77LLLWFFREausrGSLFy9mHR0duet0ANu3b2f19fWsrKyMRaNR9vnPf5798Ic/7FE/4DrWrFnDhg4dyiKRCJs8eTJ7/fXXc92llJkzZw4bPHgwi0QirK6ujs2ZM4ft378/190K5I9//GPCMTBv3jzGmB3Wfdddd7FBgwaxwsJCNm3aNLZ3797cdloh2TW0tLSwGTNmsKqqKlZQUMDOPfdcNn/+/B5nLOv+T9iwYYNsc/bsWXbLLbewiooKVlxczP75n//Z8zJM9CwMxnpRrC9BEARBEISGXh/9RBAEQRAEAZBRQxAEQRBEnkBGDUEQBEEQeQEZNQRBEARB5AVk1BAEQRAEkReQUUMQBEEQRF5ARg1BEARBEHkBGTUEQRAEQeQFZNQQRJ7zP//zP5gxY4ZcvuGGG2Stp66gvb0dw4YNw7Zt27rsHARBEIkgo4Yg8pjW1lbcddddWLZsWbedMxKJ4Nvf/jZuv/32bjsnQRAEQEYNQeQ1v/zlL1FaWoqpU6d263nnzp2L1157De+++263npcgiL4NGTUE0Qs4fvw4ampq8MMf/lCu27p1KyKRCDZt2qTdb+PGjfjyl7+c9Nh/+ctfUFVVhfvuuw8AsHz5ckyYMAGPP/44hgwZguLiYlxzzTU4deqUZ7/169fjggsuQGFhIQYPHoyFCxfKbRUVFZg6dSo2btzYmcslCILoFGTUEEQvoKqqCuvXr8fy5cuxbds2NDc347rrrsPChQsxbdo07X6vvfYaJk2apN2+efNm/MM//APuvfdez3TR/v378Ytf/AK/+c1v8OKLL2LHjh245ZZb5PbHHnsMCxYswNe+9jW88847+PWvf43zzjvPc+zJkyfj1VdfzeCqCYIg0iOc6w4QBJEal19+OebPn4+5c+di0qRJ6NevH1asWKFtf/LkSZw6dQq1tbUJtz/77LO4/vrr8ZOf/ARz5szxbGttbcVPf/pT1NXVAQDWrFmDK664Ag8++CBqamrwgx/8AIsXL8Y3v/lNuc8XvvAFzzFqa2vx4YcfdvZyCYIg0oaMGoLoRTzwwAO48MIL8cwzz2D79u0oLCzUtj179iwAIBqN+ra98cYbeP755/HLX/4yYSTU0KFDpUEDAFOmTIFlWdi7dy9M08Thw4eTKkQAUFRUhJaWlhSvjCAIInNo+okgehHvv/8+Dh8+DMuycODAgaRtBw4cCMMwcOLECd+2kSNHYvTo0Vi/fj06OjrS6kNRUVFK7T777DNUVVWldWyCIIhMIKOGIHoJ7e3t+Ld/+zfMmTMH99xzD/7jP/4Dx44d07aPRCIYM2YMdu/e7dtWWVmJzZs3Y//+/bjmmmt8hs3Bgwdx+PBhufz666/DNE2MGjUK/fv3x7Bhw5I6KAPArl27cNFFF6V5lQRBEJ2HjBqC6CV897vfxalTp/DII4/g9ttvx+c+9zn8+7//e9J9Zs6ciddeey3hturqamzevBl79uzBtddei1gsJrdFo1HMmzcPb7/9Nl599VXceuutuOaaa1BTUwPAjpB68MEH8cgjj2Dfvn146623sGbNGs/xX331VU/SP4IgiK6GjBqC6AVs2bIFq1evxs9+9jOUlpbCNE387Gc/w6uvvorHHntMu99NN92EF154wReOLaipqcHmzZvxzjvvYO7cuYjH4wCA8847D1dddRUuv/xyzJgxA+PGjcOjjz4q95s3bx5Wr16NRx99FBdccAH+8R//Efv27ZPbGxoacOrUKXz1q1/N0h0gCIIIxmCMsVx3giCIruPqq6/GxRdfjCVLlqTUfvny5Xjuueewc+fOTp9zzpw5GD9+PO68885OH4MgCCJdSKkhiDxn1apVKCkp6bbztbe3Y+zYsfjWt77VbeckCIIASKkhCEIhG0oNQRBELiCjhiAIgiCIvICmnwiCIAiCyAvIqCEIgiAIIi8go4YgCIIgiLyAjBqCIAiCIPICMmoIgiAIgsgLyKghCIIgCCIvIKOGIAiCIIi8gIwagiAIgiDygv8fUsJti8+5yJ8AAAAASUVORK5CYII=",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"cmap0 = LinearSegmentedColormap.from_list('', ['white', 'red'])\n",
"\n",
"p = plt.pcolormesh(xx[:,idy,:], zz[:,idy,:], BX_abs, cmap=plt.cm.RdBu_r, shading='auto')\n",
"\n",
"plt.colorbar(p, label = '$B (\\mu\\mathrm{G})$')\n",
"\n",
"z0 = 0.5\n",
"idz = np.absolute(z-z0).argmin()\n",
"\n",
"step = 14\n",
"plt.quiver(xx[:,idy,idz][::step], zz[:,idy,idz][::step],\n",
" BX_x[:,idz][::step] / BX_abss[:,idz][::step], BX_z[:,idz][::step] / BX_abss[:,idz][::step],\n",
" width=5e-3, scale=10\n",
" )\n",
"\n",
"z0 = -1.5\n",
"idz = np.absolute(z-z0).argmin()\n",
"\n",
"plt.quiver(xx[:,idy,idz][::step], zz[:,idy,idz][::step],\n",
" BX_x[:,idz][::step] / BX_abss[:,idz][::step], BX_z[:,idz][::step] / BX_abss[:,idz][::step],\n",
" width=5e-3, scale=10\n",
" )\n",
"\n",
"plt.xlabel('x (kpc)')\n",
"plt.ylabel('z (kpc)')\n",
"plt.grid()\n",
"\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Twisted Halo Field"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Instead of a seperate poloidal and toroidal halo field, the \"twistX\" model uses a unified halo, the `twisted_halo_field()` component. It can be accessed by initializing the UF23 class with the UF23 model:"
]
},
{
"cell_type": "code",
"execution_count": 33,
"metadata": {},
"outputs": [],
"source": [
"twisted = gmf.UF23(model='twistX')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"and then using either `twisted.Bhalo()`, or `twisted.twisted_halo_field()`."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
" "
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The total magnetic field is always given through `uf23.Bdisk()[0] + uf23.Bhalo()[0]`. Depending on the chosen model, the right components are selected and summed up."
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.10.12"
}
},
"nbformat": 4,
"nbformat_minor": 4
}