1127 lines
2.2 MiB
1127 lines
2.2 MiB
{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 126,
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"2-Port Network: 'BFU520_05V0_010mA_NF_SP', 0.4-2.0 GHz, 1001 pts, z0=[50.+0.j 50.+0.j]"
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]
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},
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"execution_count": 126,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"import numpy as np\n",
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"\n",
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"import skrf\n",
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"import skrf.media as media\n",
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"import skrf.frequency as freq\n",
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"import skrf.network as net\n",
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"import skrf.util\n",
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"\n",
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"import matplotlib.pyplot as plt\n",
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"%matplotlib inline\n",
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"plt.rcParams['figure.figsize'] = [10, 10]\n",
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"\n",
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"f = freq.Frequency(0.4, 2, 1001)\n",
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"tem = media.DistributedCircuit(f, z0=50)\n",
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"\n",
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"bjt = net.Network('BFU520_Spar_NF_400MHz-2GHz/BFU520_05V0_010mA_NF_SP.s2p').interpolate(f)\n",
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"\n",
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"bjt"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 127,
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"metadata": {},
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"outputs": [
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{
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"data": {
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"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 720x720 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"bjt.plot_s_smith()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 128,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"(4.105588512516754, (2.478775227242761+4.2244480827589j))"
|
|
]
|
|
},
|
|
"execution_count": 128,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"# calculate the stability circles for the source and load impedances\n",
|
|
"\n",
|
|
"idx_900mhz = skrf.util.find_nearest_index(bjt.f, 915.e+6)\n",
|
|
"\n",
|
|
"sqabs = lambda x: np.square(np.absolute(x))\n",
|
|
"\n",
|
|
"delta = bjt.s11.s*bjt.s22.s - bjt.s12.s*bjt.s21.s\n",
|
|
"rl = np.absolute((bjt.s12.s * bjt.s21.s)/(sqabs(bjt.s22.s) - sqabs(delta)))\n",
|
|
"cl = np.conj(bjt.s22.s - delta*np.conj(bjt.s11.s))/(sqabs(bjt.s22.s) - sqabs(delta))\n",
|
|
"\n",
|
|
"rl_900mhz = rl[idx_900mhz][0, 0]\n",
|
|
"cl_900mhz = cl[idx_900mhz][0, 0]\n",
|
|
"\n",
|
|
"rl_900mhz, cl_900mhz"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 129,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 720x720 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"def calc_circle(c, r):\n",
|
|
" theta = np.linspace(0, 2*np.pi, 1000)\n",
|
|
" return c + r*np.exp(1.0j*theta)\n",
|
|
"\n",
|
|
"def plot_smith(pts):\n",
|
|
" n = net.Network(s=pts)\n",
|
|
" n.plot_s_smith()\n",
|
|
" \n",
|
|
"cl_points = calc_circle(cl_900mhz, rl_900mhz)\n",
|
|
"plot_smith(cl_points)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 130,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"(2.8820382027100058, (-3.371227372367411+1.4990710463003132j))"
|
|
]
|
|
},
|
|
"execution_count": 130,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"rs = np.absolute((bjt.s12.s * bjt.s21.s)/(sqabs(bjt.s11.s) - sqabs(delta)))\n",
|
|
"cs = np.conj(bjt.s11.s - delta*np.conj(bjt.s22.s))/(sqabs(bjt.s11.s) - sqabs(delta))\n",
|
|
"\n",
|
|
"rs_900mhz = rs[idx_900mhz][0, 0]\n",
|
|
"cs_900mhz = cs[idx_900mhz][0, 0]\n",
|
|
"\n",
|
|
"rs_900mhz, cs_900mhz"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 131,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 720x720 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"cs_points = calc_circle(cs_900mhz, rs_900mhz)\n",
|
|
"plot_smith(cs_points)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 132,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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Oraiurmbo0KHU1tYyZswYpk2bxvDhwy8a4+3tzdGjR7G3t7/o9VdeeQWDwcBzzz3Xofd64V7KXMrxzDKmL4slwsOGqL/2v3bPp18QAnb8Ew4thoj74LaFrW6pbmTT2U28evBVvKy8WDJmCW4Gt27V9wuVO3eSO/cFlAYD7ksWowsL6xY95QW1fP9xPOWFdQy504/wUe6dPoloqq9nx7JFJMf8QI9+A7j18Wc65IICaMqvoWRNEs2ldViN88Z4i/sVXVDQmgW1ZcsWkpOT8fPzY+rUqRgMl+qsq8skIeFZKipP4Ow0lcDAV1CpjMSWVzMnKZPM+kYe9XBgro8LWqUCs1mw9kgWb21LorHZzJwx/vxtmK9ckE9G5vpo15fLH+Kvy2w28+yzz7JgwYJ2zzEYDBw7doxly5bh4ODAtGnTWLlyZfctUuaa9PE08X93hXM4rZQX1p+i3ca4JMG412HEP+Dk57D+YWhu7Na1TvWbytKxSymsK+TerfcSXxTfrfp+wWrsWLy//AJJpSLjvvup+PbbbtFj42TJXXP74R1mx4FvzrBzeSJNDS2dkqnWapn45HOMfHAWaSeOsmbe0xSmn++YDGc9jrMj0IXYUxmdTsmqBFpqmq443tLSkmnTpjFx4kTS0tL4z3/+w/nzl+rU6Tzp02ctPj5zyC/YQtzhyZSXH2WgjYE9kYHMcLXj46wixh1N5aeqWhQKiXsHeLLr2eGMDHTk3egUpiyOIT67vMP7IiMj0z669ITm1+DQoUO88sorbN++HYC33noLgHnz5rWNqaiooEePHm1PXvn5+dja2rJly5arntJcyLp161i1ahXfXnCDkE9ofh0W7T7Dgp2pPDnKj7+P62BG0cHFsONF8BsL06JaG112I+crzvP4rscprivmrWFvMdZrbLfq+4Xm0lJynppD7dGj2P1tJg5PP42k7Pp4HmEWHN+RQezm89i56pnwaBjWV2gk2RFyU5P49v23qauqZPTDjxE2alzH1iUENbF5lH93HqVBje2fg7Dwtr7qnPz8fNatW0dxcTFDhw5l5MiRKC+zZ+UVx0hI+Dv19Tn4eD+Bt/dsFAoVe0sqeSY5i+KmJp72cmaOlxPqn0+Hok/n8/Lm0xRXN/DQEB/+Pi4AS40cNCwj007+GCc0kZGRnDlzhrS0NBobG1m7di1Tpky5aIy1tTXFxcWkp6eTnp7OwIED24yZnJwcRo8efYnclJQUzpw50/b7yZMn8fLy6vb3I3NtZo/yY1o/DxbtOcvXR7I6NnnwbJj8AZzdBZ/fDQ1V3bPIn/G19uWLSV8QZBvEs/ueZcXpFe0/WeoEKltbPJd/hs20aZR88inZjz9BS3V1l+uRFBJ9b/Xmttm9qC5r4Ju3jpJ+qrjTcl0DejLjnYW4BYWwY+lCoj/+gKbGhvavS5IwDHLF8fEIUCooWhZP1Q9ZCPOV997Z2ZlZs2bRp08fDhw4wIoVKygrK7tknI11Xwb0/xZn59tJS1/EsePTqa3NYKSdFfv6B3K7o4n30vOZfDyVlJrWCuq3hjqz6+/D+XN/Tz47kMa493/kh9Sijm+MjIzMFbnpg4IVCgX+/v7cf//9LFq0iPvvv58777wTgJdffpmqqioC/6eZ38qVK9uCglNTU9m3b19b8O8vZGRkMGvWLBYsWMDSpUtpaWlhwYIFWFpasnDhQu68805yc3NZvXo1SUlJTJkyhfz8fIKCgti3bx/79+9n8eLFzJw5EwuL9gWF/tp7ebMgSRIjAh04+XPgZbvTuX/BtXdrz6fYj+H8Puh5W7ee1OhUOib5TiKzMpOopKgblgElKZUYR45AZWdH6ZrPqdq1C8PQISht2lHPp4NYO1ri19eRzMRSftqdhSSBq59Np+Jq1BZaeg5tjVs7sW0L548fwTMsAp3B2G4ZSisN+r5ONBfXUx2TS1N2FRYBJhRXCCpXKpUEBgZib2/PiRMnOHr0KLa2tjj+TzVmhcICR4dx6C17kJe/jpycL9BYOGBvFcIkRxuC9FrWF5TxWXYxKkmir5UenVrJ6J5ODPGzZ9/PBfnSi2vo520rn9bIyFydGx8UfDOyePFiPD09LznV+TW42ffyRlNV38Td/zlEdlkdXz8yiGBXq2tPupDkrfDNg2AfADM2gqF7Wgj8glmYWXxiMZ+c+oRBLoNYMGIBRk37b86doSY2jpw5cxCA+/v/Rt/BDLz20tTYwg+fp5ASl493mB1jHup8HyiAtBNH+X7xAswtLdz6xDP4Rw7q0PzrcUGVlZWxfv16srOz6dOnD7feeisazaXZSvX1uSQkPkd5eRwO9mMJCnoDjcaOosYmXkjNZmtRBb2MOj7s6UmQvtVwbmhuYcnec3y87yyWGhUvTAhiWj8PFFcJYJaR+QNzY1of3OynCv3797/kBOfX4mbfyxuNhUrJ6J6ObDyew+aTuUwKd8Go7cDN0z6gtYrwkc8gaQsETgTt1W9yneGXbt0uehe+TP6SvVl7GeY+DCtNBw2x60Dj7o7x1vHU7PuB0lWrUFjq0UX06vIaKUqlAp8Ie7QGDaf35XD2eCFuASYsrTqXtmxycSVo8C1knv6J41s30dRQj2dIOJKifV5zSZLQeBjRBtlSl1BCdUwOKBVoPK9cJ0an09GrVy/MZjNxcXEkJSXh5eV1SRbULxWGlSoDOTlfkpv3DZZ6XxyMftzuaCJAr2XDz6c1CiT6WenRKBUM6mHHxDAX4rPLWXUog/1niujlYYO9oXvT/GVkbkL+GHVofk/Ie9lxjFo1Q/zs+Twuk73Jhdwe4dr+dG4AWx/wHgrHVkH8V611avT2157XCXra9aS3Y2/Wp65n89nN9HXqi5PeqVt1AiitrbGaMoXG8+cpW72axowMDMOGIXVxh3dJknDyscIt0ERqXAGnfszB2kGHnWvnWgJY6PUEDx9NfVUVJ7ZtITvxNN69+qDpQMfxC11QNQev7YJSKBT4+vri6enJqVOniIuLQ6fT4erqepEhJEkSNtZ9cHAYS2lZDFlZK2ioz8dkGkhPoxXTnO3IqG/ks5xidpVW0s9Kj4NGja1ew1193fGwteTb+DyWx6RT29BMXy+TnOItI/NfZIPmZkPey+vDwWhBqJs1y2PSic+u4LZerig7cnRv7Q7+YyF+LRxbCV5DwLp768a4G90Z6TGS7RnbWZu8Fl9rX3xtur4X0/+i0GgwTrgVSa2mLCqK6h9+RD90KEqrrj8lMtpqCYh0IvdMOT/tzqKxvhm3QFOn3CoKpRLfPpGYnF34aXc0Cft24ejti42Tc7tlSCoFujB7lEY11bF51B0vRONhRGVz+UJ8ACaTifDw8La2Cbm5ufj6+l7igtJo7HF1uRMhWsjOjqKg4DusjKHY6t25zdGGQL2WjQXlfJpdjALoa6VHqZAIdrXinn4elNY0supQBptO5OJtZ4mv3BdKRgZkg+bmQ97L68fLTo/Lz925CysbGNPTsWPuFINja3Bw0hY48im49AK7Ht23YFobW07wmcDhgsNEJUahVqrp7di720vlS5KEZb9+6MJCKV+3nop169AGB6Px8OhyXRqtisABzjTUNhO/J5uc1DI8g+3QaDsXBOvg5YNfv4GcP36EY99vBiFw6xmCJHXABeX+swsq8WcXFBIa7yu7oDQaDWFhYVhaWnL06FFOnjyJg4MDdnZ2/yNbha3tEGxNgyku2klm1nLMLXXY2EQSZDAwzdmWrJ9Pa3aXVNLXuvW0RqdRMjbYicE97Nl/pogVB9NJyqukn7epY65UGZnfH7JBc7Mh72XnCHGzpsUsWB6TjgAG9bC75pyL0NlAyJ9aU7rjPgaTDzhduUp1V2CptmSSzySyqrNYk7SGjMoMhrkNQ6Xo/qwXjbc3VuPHUf3DPkpXrUahs0QXEdHlBpVCIeEVaoeNk46EA3kkHczFwavzLRMsrW0IGT6a6pJiTmz7lpzkxFYXlPY6XFBlDdQczKUxrQKtnw2KKxhckiTh7u5Oz549OXfuHLGxsdTU1ODj43NJzRqt1hUXl7toaiolO3s1xcW7sbHuh43Okdt+zoTaWNh6WgPQz0qPUpJwM+mYHumJTqPk66NZrDmUgVatJNzNWg4alvmjIhs0NxvyXnaeQb525FXUsTwmHTuDBb3cO5iirNFD6F2Qdbi1VYLWBtwju2exP6NSqBjjOQa1Qs2apDUcyj3ELe63oFd3bS+my6G0scFqyu00pqW1xtWkp2O45friasxmM3V1ddTX11NfX09dXR21tbXU1NRQXV2NpUmJe7A1OUkVnNqTTVNLI7buOlQq1XUbUUqVGv/+g7BycCR+VzSn9+28PhdUiB0qk5aaw/nUHMlH5WCJ+ioFAvV6PRERETQ1NXH48GGSk5Px9PS8JGBYodDgYD8aK2MYBQXfkpW1CoVCg7V1BIEGy4tOa3aVVNLHyhJHCzVKhUSkty23R7iRUlDF6kMZ7E4uJMTVGmfrK7vGZGR+p/xx0rajo6OZM2cOLS0tzJw5kxdeeOGSMStXruT555/Hza01NmL27NnMnDkTgMzMTGbOnElWVhaSJPH999/j7e19RX0pKSk88sgjlJeX09DQwLBhw1i2bBklJSXcddddHDlyhAcffPCiflIvvvgiq1evpqysjOorFDj7Lezl74HmFjOPRB1jT0ohS+7tw8Sw9ndvbqOpHjbMhKRvYdjfYdRL3dbU8kJ2Z+5m3v55GNVGFo5aSIh9954Q/YIQguKlSyn+cCHC05O8B/9CVkMDRUVFVFVVUV5eTnl5OZWVlVRUVFBZWUl1dTVVVVXU1tZSV1dHY2MjSqUShUKBJEkX/Wg0GhoaWgvjaZRa7h78FL19h3M6M5ZVu9+ihUZ0Ol1bE1iDwYCVlRXW1tZYWVlhY2ODjY0NRqMRBwcHXF1dcXFxwdXVFVtbWyRJojgrg2/ff5vS3GwG/mk6g+6ajkLRsVo/TUW1lH6RTFNeDYbBrlhP9EFSXd2NdfbsWTZt2kRdXR2jR49m4MCBKC6TfdXYWEJyyj8pKtqBjXUkwcHvotN5AvB9UTlzU7MpbWrmCQ9HnvV2RvtzULAQgm2n83n12wQKqxqYHunB/xsfhEkvN7yU+cPQri/fm96gaWlpISAggJ07d+Lu7k5kZCRffvklwcHBF41buXIlR48evaRpJcCIESN48cUXGTt2LNXV1SgUirYO2pdj/PjxPP7449x+++0AnDp1irCwMGpqajhx4gSnT5/m9OnTF+mKjY3Fy8sLf39/2aC5AdQ1tnD/Z3Gcyq5g1cP9O+5+AjC3wNZnWwOF+zwAk97v9qaWACmlKTy15ylK6kv415B/McFnQqdlNjQ0cP78eTIyMsjNzSUvL4/MzEwyMjLIzs6moKCAsrIyhhuNvOXgiJAk3ldIpFlZodPpMBqNbYaFra0tJpMJe3t7HBwccHJywtHREUdHx8vWaYFWV01zc3ObW0YIwal9OcSsO4PeRkOfqU40KispKCigqKiI4uJiysrKKC0tbTOkqqqqqKuro6qqqs2Qqqmpobm5GZPJhJOTE57u7vSzN2LdVIfK1gHfsZPx6xmMr69vuwtcimYzFdvSqI7JRe2ix/beoKue1gDU1NSwZcsWUlJS8PX1ZerUqVhdJtBaCEF+/kZSUl8FzPj1eAE3tz8jSQrKmpp59Wwua/NL6aGzYEGQBwNt/nviU1XfxIe7zrDiYDpGrYq5t8q1a2T+MPwxDJr29HKCKxs0iYmJzJo1iwMHDrRbZ3h4OCtWrKBv376XvX4148lgMMgGzQ2ivLaRu/9ziPyKetY+MpAQ1+uoMSME7H0Dfvw/CJoMd34G6u4/8i+tL+WZvc9wvPA4fwv7G7N7z0ZxjYBXs9lMdnY2qamppKamkpiYSHx8PKmpqRQXF2M0Gtt+bGxscHFxwcvLi4CAAHr27EloaCi2trY0ZmSQPXs2DefO4zBnDnZ/m9nuei9XQqlUUldXd4nBk3++gu2fnKauqolh0/wJHuraYfdTaWkpp0+fJiEhgbNnz5KRkYG6ooQIGx2NzS1sjE8hPiMbe3t7AgICCA8PJzg4mICAAAICAnB3d7/siUpdUgll36Qims3YTPHDsu/VA82FEBw7dozo6GjUajVTpky54t9zfX0r/wW4AAAgAElEQVQuScn/oLR0PybTYHoGvY1O13p6/ENpFc+lZJFV38iDbva86OuC8YJSBCn5Vby0+TSH00rp5WHD67eHEubeffWTZGR+A/wKBs22FyD/VEfkXRvnMJjw9hUvr1u3jujoaD799FMAoqKiiIuLu8SYWLlyJfPmzcPBwYGAgADef/99PDw82LRpE59++ikajYa0tDTGjBnD22+/fdmmdL+wYsUKnn76aQYPHsy4ceN46KGHsLmgnLxs0Px2yC2v486PD9JsFqx/dDCedtfZODH2PxA9F7yGwp+/6NYCfL/Q1NLEG3FvsP7MekZ5jOKtYW9hqbbEbDZz9uxZjh07Rnx8PPHx8SQnJ5OVlYVGo8HGxgY7Ozs8PT2JiIhg8ODBDB8+/Kqnjv+LuaaGvJdepvL77zGMGoXr2291KrVbpVJRVVWF7jI1Y+qqG9m5PJGsxFKCBjpzy72BqK9QF6YjXOiC6jP5T9SZHDkUG8vJkyfJzMykpKSE8vJyGhsb8fDwICgoiPDwcMLDw+nbty9+fn6IqiZKv0qh4XwFul4OmO7wu2LA8C8UFRWxYcMG8vLy6NOnD+PHj7/s6ZAQgtzctZw5+xYg4e//D1xd7kGSJGpaWnjnfD6fZBfhYqHmnQB3xtpbXzR308kc3tiaTElNA/cN8OT5cUFYd0FVZhmZ3yCyQXMhJSUlGAwGLCwsWLp0KV999RV79uxh3bp1/PWvf+XEiRN4enoybdo0Jk6cyF//+terLis3N5fo6Gg2b95MSkoKP/30U9uXlmzQ/LY4U1DFXf85hMlSzbrHBl9/Jdb4b2DTo+DYE+5bD8buL4bX0tLCwgMLWZG+An2dnsavGkmMTUStVuPo6IiHhwdhYWEMGDCAkSNH4urq2mW6hRCURa2h4N13Ubu54r5wEdrAgOuSpVarKSsruyRo9hfMZsHRrWkc+T4dO1c94/8Wism580HRTfX17F7+MQk/7MY9OJSJTz6H0fbiwom5ubns3buXuLg4Tp06RVZWFoWFhTQ1NRESEsKwoUO503sMXgXWqExa7P4chMbj6i0rmpub2bt3LzExMZhMJu644w48PT0vO7auLpukpLmUlcdiZ3sLQUFvotW2xn0dq6jh2ZQsUmrq+ZOTidf83LC/oO9TZX0T/96RyupD6dhYanhhQhB39XGX3VAyvzdkl9OVaGlpwdbWloqKCmJjY5k7dy4//PAD0GoQxcbGsmTJknavITQ0lFWrVrW5oGSD5rfHsYwy7vs0Fn9HI1/OGojB4jpjYc7sgq9ntFYTvm89OFzfDf5yXHjyEhcXx4EDB0hISECtVuM80Bnt3Vo0Sg0vhr3IHZF3dJnea1F77Bg5Tz9DS1UVLv96DevbbuuwDI1GQ1FREdbWVz/ZykgoYdfyRJqbzYy8L5CA/u3PVroap/ftYvfyj1FpLLj1sTn06DvgmnNSUlLYsGED+/bt49y5c7gp7Hh3zPM4Gew52JKI1NdE336tJzmXc1kBpKens2nTJioqKhgyZAgjRoxApbr0syeEmeycNZw9+y4KhYoA/5dxdr4DSZJoNJtZmFHIhxkFGFUKXvd35w7Hixt/JuZW8tLm0xzLKKOPpw3/mhp6fS5WGZnfJu0yaG762tqRkZGcOXOGtLQ0GhsbWbt27WUbTebl5bX9e8uWLW2GQ2RkJOXl5RQVFQGwZ8+etoDiefPmsXHjxktkRUdH09TUBEB+fj4lJSVt2VMyv036eplYcm8fEvMqeTTqGA3NLdcnyH8MPLgVmurgs7GQcei61ySEICEhgSVLljBp0iSsra3p168fL7/8MsnJydx5552cPHmSyspKUneksvmezbiYXHgt+TU2nNlw3Xo7imXfvvhsWI8uNJTc5/8f+f96HdHY2CEZkiTR2I45XiF2TPtnJA4eBnYuT2TvmmSaG6/z/+oCQkeMYcbbH2K0s2fTu/9iz8qlNF9jPYGBgcybN4/t27dz9uxZfkiNw+bRELItSrlFHYZxdzW3jZiAtbU1kydPZsmSJSQkJHDhQ6K3tzePPvooERERHDhwgE8//ZSCgoJLdEmSAg/3BxjQ/zv0+kASk54n/tQjNDQUoVEoeM7HmZ2RAXjrLHg8MYP749PIqf/v+oNdrfjmkUG8d3cvMkpquW3RAV7ZkkBFbVOn905G5qZBCNGRn0tITEy83Ms3lK1btwp/f3/h6+srXn/99bbXX3rpJbF582YhhBAvvPCCCA4OFuHh4WLEiBEiKSmpbdyOHTtEWFiYCA0NFX/5y19EQ0ODEEKISZMmiYMHD16i75lnnhEBAQEiPDxchIeHi6ioqLZrXl5ewmQyCb1eL9zc3ERCQoIQQojnn39euLm5CUmShJubm5g/f/4lcn8Le/l75+sjmcJr7nfi0aijoqm55foFlZwXYmEfIV5zEOL0hnZNMZvNIjExUSxZskRMnjxZGI1GYWVlJUJCQsQjjzwiYmNjrymjvL5czNoxS4SuDBVvx70tmlqarv89dBBzY6PIf+ttkRgYJNKmTReNeXntnmswGERqamq7x7c0t4iDG8+KxY/sFl++FitK86qvZ8mX0NTYKPasWCreu2eSWPX/nhQlOVkdlmE2m0X10XyR/VKMyJ4fI35aFyMeeeQRERISIqysrISVlZWYPHmy+Oijj0RiYqIwm81CCCGSkpLEO++8I1577TURExMjWlou//kzm5tFRsZnYs/enmLfD31EXt7mNhnNZrNYmlkgvPf9JHx/+El8klUomn++9gvlNY3ipU2nhM8L34ner+0QX8RliOYW8+VUycjcLLTLRrnpXU7dyfjx49tcWTeC3/Ne/pb4dP95Xt+axF193Xn3zvDrjzeoLYUvp7cW4Rv/Bgx64qLLQghSU1PZu3cv27ZtY9++fQgh8PDwYMiQIfzlL39hyJAhHVbbbG5mwdEFrElawyCXQbx7y7vYaDtYQLATVEZHk/ePF5F0OtwWLEA/8NruG0dHR7799lsGDLj22AvJSChh14pEmpvMjLg3kMABXeOCOnfsMNEff0BzYwOjH3qUkBFjOpxd1VxSR+lXKTRmVmHZxxGbKT1QaFXExMSwatUqYmJiyM7OBlpLQ0yYMIFBgwaRmJhISkoK3t7eTJ069aKEggupqTlHYtL/o7LyJA4O4wkMeBULi9bCmxl1DbyQms3e0ioijJa8F+hOqPHioO/TORW8+m0CR9LLCHOz5pUpwfT1sr2O3ZKR+dX5Y8TQ/J6Q9/LG8e+dqSzcfYaHhnjz8uTg6y/331QHG2a19oAa8BhNo17hwMFDbNiwgXXr1lFdXY2npyeDBg3iwQcfZOjQoV32Hjae2ci/Yv+Fo6UjH4z8gCDboC6TfS0azp0j+8mnaExPx/HZZ7B9+OGrpnZ7enqybNkybr311g7rqi6rZ8dnCeSdrSB4iAvDpgWg6oIsqKrSYrYtWkBW4imChgxnzMwnsOhAJhiAaBFU7smkak8mSpMW22mBWHhdnA124MABVq5cyaFDh8jMzMRgMHDfffdhbW2NSqViwoQJ9OrV67KfQbO5mcysz0hL+wCFQkeA/0s4O09FkiSEEGwuLOefZ3Ioa25mlrsDz/k4o78gQ1MIwZafcnnr+2TyK+v5U2835k4IwslKrjYsc1MhGzQ3G/Je3jiEELz2XSIrYtKZM9qfZ8Zef3BveWkJBVF/I7BsNxtTzMzZpyUgpBezZs3irrvuumLAaFdwqugUT+97msqGSuYPns9k38ndput/aamuIe+lf1K1LRrDyJG4vvUmyiucNgQGBvLqq68yffr069JlbjET920ax6MzsHPruiwos7mFwxu/4eC6L7BycGTSU8/j4hfYYTkN6RWUfpVCS0UDVqM8MY70RFJezkAxs27dOpYtW0ZaWhojRozAw8MDo9HIvffei4vL5ata19ScIylpLhWVJ7CzG0FQ4OttmVDlTc28fi6PNXkluGvVvBPgwWi7i42qmoZmPt53jmU/nketlHhytD8PDfHGQtV5w1BG5gbQLoNG7uX0G0LeyxuHJEnc4u9Abnlr3yeDhYo+XqZ2z09LS2P16tU888wz/P2559h0uhp7N1/u8Szh2Tv68cCbXxES0a/bO2c76Z2Y5DuJk0UniUqMoqqxigEuA1BK3X+jUmg0GMePR2kyUfbll1R+9x263r1RO12azr58+XLCwsLo16/fdemSFBIeQbY4+ViREpvPqR9yMNpqsXe/fBp4u+VKCtyDQ/EM7UVq7AFObNuCUqXGNSCoQ/93Khst+n5OtJQ3Un0wl4Zz5Vj0sEGhuzijSZIkQkJCeOCBB5gzZw6urq4cOnQISZL48ccfWbx4MYWFhTg5OWEy/ffzqNHY4uJyJyq1Nbm535CT8wVqtQmjMQSdUsk4e2uGmgzsLa3ik+xiztTWM8Baj/5ng0WjUjDYz54pEa6kldSy+lAGW+Pz8LK1xMe++3uGych0Erk55c2GvJc3FkmSGBXkyJnCapbHpONirSXU7cqprqmpqbz//vvMnDmTd999l7S0NMaPH8/XX3/Niy++SPikmUgOQXD4E0jaDP7jQNd+I+l6sVRbMsl3EjVNNaxJWsOxgmMMcxuGpfo6iwh2AEmS0IWHYxg6hKro7ZRGrUFpNKIND7vIIFi9ejXe3t6ddrnZOFoSEOlM/rly4vdkU11aj3uQLcpr9Fu6Flb2DoQMH0NZXg4nor8l90wynqG90Ojav4eSSoEu1B6VvY6aYwXUxOahtNagdtZf0Thyc3Nj4sSJBAcHk5OTg42NDcnJyTz77LMsW7aMoqIi3N3dsbOzQ5IUWFv3xtlpMlWVp8jOWU15xVFsbCJRq61x12q4z9UOjUJiTW4JUXkl2KiVhBl0bfptLDVM6eVKb08TP6QWsfJgOvHZFYS722CylHtDyfxmkQ2amw15L288CoXE2GAn4rMrWB6Thp+jgQCn/xZNKygo4LPPPuPhhx/mnXfeobKyktmzZ/P111/z5JNPMmbMGPT6C55wHYPAeyiciIKTn4P3ELDqumJ3V0IpKRnqNhQPowdfp37Nd+e/o49THxwtHbtdN4DayQnr22+nITWVsqgoGs6dQz90KIqfWx2sXbsWBwcHRo0a1WldGp2KwAHOCLMgfl82508U4eJnjaXVdRZM/BmVRkPAwKEYTHbE797Oqb07MLm4Yufm0SE5amc9lr0caMyopCYml+aiWrQ9bJDUVz41MxgMbXWsKisrGTNmDIMGDWLjxo28/vrrfP755zQ3N+Pj44ONjRvOzn/CwsKRvLz1ZGdHoVLqsbIKR6VQMMjGwBRHG05W1bE8p5j9ZdX0sdJfVJDP207Pn/t7Yq1Ts/54DisPplHT2EyEh43shpL5LSIbNDcb8l7+OqgUCm4NcSYurYRVB9MJsLcgbvd3PPnkkzz33HOcO3eOBx54gI0bN/L4448TGRl51dYY2HhA0CRI2ABHPgWnULD3uyHvJdA2kGFuw9iRvoMvkr7A0dKRnnY3Ji5LodViNXEiCp2Oss+/oDJ6G5aRkajs7dm4cSNarZYJEzrfaBNaXVDuQba4+lmTeqSAU3tz0OhUOHobO+XmkyQJJ18//AcMJvPUTxz/fjM1ZaV4hoSjvExBvCuh0Kmw7OOEpFJQE5dHzbFC1E6WqOwvbf3QNkehwMfHB39/f86ePUtpaSnTp09n0aJF1NfXs3z5cubPn8/OnTvRaDRERNyOp8dd1NSkkJ29mtKyg1hb90WjMWGrVnGPswkPrYYNBWV8ml1Mo1nQ10qP+uesPqVCoo+Xibv6uVNS3UjUoQy+OZqFUasm2MUKxQ3oLi8j007aZdDc9IX1oLXQXWBgIH5+frz99uXbJDzzzDNEREQQERFBQEBAW6rkyZMnGTRoECEhIYSHh/PVV19dU19KSgojRowgIiKCnj17MmvWLKC1vcLIkSMxGAzMnj37ojkvvvgiHh4eVyz9LvProlYI7nWvQF1bzCNRR/nH+ysIDQ0lMzOTpKQk5s2bh1bbgcwQe3+YuRscAmHtn1t7QXUsAP+66WnXk7WT19LHqQ8vH3yZ12Nfp6nlxhRYkxQK7GbOxGvlCkRtHenTplO+bh0GvZ6qqqou1+ceZMv0f/bHPcjE/q9S+f7jU9RXd/692rl5cO8b7xE55U7i92wn6oU5FJw/2yEZkkLCaqQHjk9EoLBUUbwigbJNZzFfo1Cgm5sbs2bNYsiQIZw4cYLPPvuM6dOnk5SURGZmJqGhofzjH//A3t6eGTPmkJ93N0GB71BTc5bDRyaRkbEUs7kZSZKY7mLH/gE9ud3Rhg8yChh+OJmdxRUX6XM0annv7l5smT0EH3s98zacYtLC/Rw8W9zhfZOR+TW56bOcWlpaCAgIYOfOnbi7uxMZGcmXX37ZVu33cixatIgTJ06wfPlyUlNTkSQJf39/cnNz6du3L0lJSVesDQGt9Wkef/xxbr/9dgBOnTpFWFgYNTU1nDhxgtOnT3P69OmLWh/Exsbi5eWFv7+/3PrgN0RiYiIfffQRUVFRaLVaBg4fQ2nvv1BSZ2b1w/3p593Juh2NNa1p3cnfQeRMuPUdUF5n24UO0mxuZuGJhaw4vYIIhwgWjFhww1xQAM0lJeQ89xy1h2JJcnbmG1sTX27ongrHQgji92RzcMNZdEYNYx8Oxi2ga+KXMk//xLYl/6a2opwh02bQ77Y7UCg65pYRTWYqtqdTHZODyk6H6Z4ALDyv3ewzKyuLTZs2UVJSQr9+/Rg7dmxbz7iEhATmz5/P/v37qa+vZ+bMe/jTn+qobziE0RhKz6A3MRpD2mQdLKtmbmoWZ2obmGhvzWv+brhrL46bEULw/al83vw+iZzyOsYGO/GPiT3lwGGZX5v2HRe2twKf+I1WCj548KAYN25c2+9vvvmmePPNN686Z9CgQWLHjh2XvRYeHn7NiqZhYWHi6NGjV7y+YsUK8cQTT1z2ml6vv+K8X3sv/yg0NjaKr7/+WvTv319YWlqKYcOGXfR5KKioEyP+b68IeTlanMgs67zClhYhdrwkxHwrIVbfIURdeedldoBtadtE5JpIMeKrEeJ4wfEbqtvc3CwKFy4SCYFBYk9omKhLSelWfYUZlSLqpYNiyaO7ReyWc6KlM9WgL6C2qlJsXvCGeO+eSeKrV14QFUWF1yWn7myZyH0rTmTN+1GUb08T5nasr7GxUURHR4v58+eL999/X6SlpV0yZseOHWLYsGHC0tJS/PWvEWLHznCxa7e/OHPmbdHcXNs2rqGlRSxMzxfe+04K730/icUZBaLxMlWE6xqbxZK9Z0TwS9uE3z+2in99myDKaxuv6z3LyHQBN75S8DuH3yG5NLkj8q5JkG0Qc/vPveL19nbb/oWMjAwGDhxIdnb2JXEQhw8f5i9/+QsJCQlXrR2yYsUKnn76aQYPHsy4ceN46KGHLjrRkZtT/jbJycnh448/ZsmSJWi1Wu655x7eeOONy7oB8yrqmLY0lrLaRr7828CrZj+1m+Or4btnwM4P7v0KTN6dl9lOzpSdYc7eOeTV5PFC5AvcE3hPt6eUX8gns2cTvnsP1hoNTi/+A5u77+42/Y31zexfm0pybD4uftaMfTgEo23nC8kJIUjYt4s9K5aiUCkZ+7cnCRzU8awtc30z5VvOUXu8ELWbAdtpgagdr51NlZGRwaZNmygrK2PAgAGMHj0ajebiE5bq6mpefPFFvvvua+6ZpmTMGAvUaldCQ97G1va/Vamz6hv555lsthdXEqjX8k6AOwNtLv07KKyqZ8H2VL4+loWNTs2zYwP4c39PVMrfRbSCzM3DH6M5ZUdZu3Ytd9111yXGTF5eHjNmzGDFihXXLIT20EMPkZSUxN13382+ffsYOHAgDQ0N3blsmetECMGePXuYPHkyfn5+bN26leXLl5OXl8eHH354xZgmF2sdX/xtAFZaNfd/FkdibmXnF9PnAZixEary4ZPRkBnXeZntxN/kz5eTvmSQyyBej3udf8b8k7rmuhumX92vH89KoOvTm/yX55P79+douYJh31k0WhWjHwxmzEPBFGdV89Xrhzl/oqjTciVJInTkWGa8uxCTixvfffA20R99QGNdbYfkKLQqbO8JxO7+nrSU1VOw8ARVB3IQ5qs/XHp5efHYY4/Rv39/4uLi+M9//kN6evpFYwwGAx9++CHnzuXRP3IRH39kSXp6JidOPsDuPffT2FgKgIdWw6owX1aF+VDT0sLUE2d5KimD4sbmi+Q5GrW8c1c43z05lEBnIy9tTmDCh/v5IbXz+ykj0+W09yhH/E5cThERESImJuai1yoqKkTv3r3FN998c11rCAkJucgFJbucfn3KysrEBx98INzd3YXJZBLTp08XOTk5HZaTUVwjBr65S/R+bYdIya/smsUVnRHiw4jWxpY/fd01MttJi7lFLDmxRIStDBNTN00V58vP3xC9e/fuFc7OzsLc3CyKPv5YJPYMFmfGjhO1p053q96yghrx1RuHxeJHdou9a5JEY31zl8htbmoSB9auFgum3SY+efKvIjsp4frkVDaIohWnRdbcH0XhJ/Giqay+XfPOnz8vPvjgAzF//nzx3Xffifr6K8/Lyjov3ntviIje7iM2bPQRK1Y8JkpLS9uuVzc3izfO5gj3vSdF4I/xYlV2kWgxX+qGMpvNIvp0nrjl3T3Ca+534i/L40RyXhf9TcjIXJ122Sg3vUHT1NQkfHx8xPnz50VDQ4MIDw8Xp09f/ksyKSlJeHl5tXWuFUKIhoYGMWrUKPH+++9fMv6FF14QGzZc2kl527ZtorGx1Z+cl5cnnJ2dRd4FnYdlg+bXIyMjQzz22GNCq9UKf39/sWjRoit2NW4v54uqReTrO0Xff+0UZwqqumahNSVCLJ/YGlez500hLnMD6U5ismPEsC+Hif5r+ottadu6XV9mZqbQ6XRtv9ccPSpSh48QiaFhomTlyov+Jrua5qYWEbPujFj86G6x5uVDojCj627CWYmnxLInHhYLpt0mfvx8hWhu6nicidlsFlVxuSL7pQMie36MqD6S3679aGhoENu2bRPz588X//73v8XZs2evOr6iIkF8+91gsWu3r3j7bVfx978/KDIzM9uup1TXiTuOnxFOe06IW4+kiJ8qay4rp76pWSz94awInR8tfF74Tryw/idRUFHXsTctI9Mx/hgGjRBCbN26Vfj7+wtfX1/x+uuvt73+0ksvic2bN7f9Pn/+fDF37tyL5kZFRQmVSiV69erV9nPixAkhhBCTJk0SBw8evETfM888IwICAkR4eLgIDw8XUVFRbde8vLyEyWQSer1euLm5iYSE1ie3559/Xri5uQlJkoSbm5uYP3/+JXJ/C3t5s5KUlCTuvfdeodVqxYABA8SxY8e6VP6ZgirR9187ReTrO8X5ouquEdrUIMTGx1qNmm8eFqLxxt4U8qrzxH1b7xOhK0PFm7Fvisbm7gv6bGlpEUqlUlRUVLS91lRaKjIfeVQkBgaJzMceF00XnBp0B1lJJWLF3APio8f3iGPR6cJ8mWDY66GhtkZEf/yheO+eSWLV87NFUUbadclpKq4VBR+fFFlzfxRFK0+L5oqGds3LyMgQCxcuFPPnzxebNm0StbW1VxxrNjeLzMwVYtfunmLr977inml24r77/iySkpJ+vm4W3+SViJD9p4TznhPi+eRMUdLYdFlZpdUN4tUtCcLvH1tFz5e2ifd3pojq+suPlZHpJDc+KPj3xvjx49m+ffsN0/d73svu4ujRo8yfP5+9e/cyePBgli5dSo8ePbpFV2pBFdOXxWKhUvD1I4PwsO2C1gJCwIH3Yfer4N4fpn8BhhtXXLHJ3MT7x94nKjGKcPtw3hv+Hi6GyzdI7Cy2trbs2bOHiIiItteEEJStXk3BewtQ2dnhtuA9LH+umNsd1Fc3se/zZM6dKMIt0IYxDwZjMHVN5+mzR+PYsXQhjbU1DJ3+AH0nTb1qB/LLIcyC6oO5VESnI6kVmG7vga6XwzUDqJuamvjhhx+IiYnBYDAwadIkgoKu3H29ri6HlNSXKSnZR26uhrfeysHX5xZeffVV+vbtS0VTM++l57M8pxgrpZJ5vi7c52qH8jLryCip4d3oFLaeysPBaMHfxwZwdz8PlAq5MJ9MlyE3p+wsM2bMuKH6fs972ZUIIdi7dy8zZszg7bffJjAwkF27dvHYY49ha9vJujFXwc5gwTB/B746msWWk7mM7emEtaW6c0IlCbwGgWMwHPkMTq8DnxE3zKhRSkqGuA3B3+TP+jPrWX9mPf42/nhZeXW5rmXLltG/f/+LjHZJktBFRGAYNoyqXbsoXR2FpFSg6927w8ZAe1BplPTo64jBVktiTB6J+3Oxstdh69r5Oiu2ru6EDB9NSU42J6K/JSvpFJ4h4Vjo2y9bkiQsPK3QhdnTmF5JdUwuzfk1WPSwRqG5cu0bpVKJr68vAQEBnD9/nri4OEpKSvDy8rokEwpArbbCyWkKlnpfWlpiGT9ehdbCzKOP/h9btnxPUA9fHu4bzkQHG36qrmVFTgm7SioJ1utw/Z/aNf+fvfOOa+rc//g7CUkYYe8hG1EUrQMnTrTgrNW2Vm+ddXTd2nVbO+y4XVbtsD87tFatu7X2OkBxoBRFBTeIMpUNYUOYWef3B1duqYCoYLXyfr3ySkjOeZ7nPCTnfM73+Q4LYxnjejgyxMeWuOxyNp3KIPxSHi5WxrhbG9/VaLoO/rZ0lD643+iYy5bR6/Xs3r2bJ554gh9++IHAwEAiIiKYMWNG43pK7YitqZxAbxt+PpPF7gs5jPKzx6ItivrZdgGvkRD3C5z5sf5vm8533m4r8bLwYrTbaKJzotl4eSM6QUdf+76IRW0nKrZs2UKnTp0YOHDgDZ9J7e0wf3QSmqwsSjdtpvrMGUwGDkTSDpm1RSIRtq6mePexIye5jLgjWahKanHxtbzjIpdSQyWWSecAACAASURBVEN8Bw3BzMaOS0cPc/HQPkwsrLB187ilC7vERIpxH3vEMjGVMflUn8lHYmWI1L7l77mpqSm9evVCLBZz5swZzp8/j7m5Oba2N1p5RCIRCoUvTk5PoNGWoVDE8o9/eKHXWfHqq8vZunUrPT3ceGdIfzqbGBFWWM6a7EKya9X0MTfG5E+Rok4WRjzR14UuDqZEJRfy04kMzmSU4Gtvip1Z21jBOnhg6RA09xsdc9k0giCwa9cuxo8fz6+//spjjz1GeHg4kydPbvLus72xMzNkiI8Nv5zJ4j/ncwnqat82lYrNHKH7FLj6O5xcBSIJuA2qt+LcBSzkFjzi9QhFNUVsubKF8wXnGeQ8qM2qdu/ZswepVEpwcHCTn4vlckwffhipkxNlO3dS/ssOZB7uyD0926T/P2NoIqXLQAcA4o9mk3K2AHsPszteghKJRNh5eNFl8FByk5M4H76Xwox0XLv3RCpvfdsikQi5uzlG3a2pu1pOVXQumoJq5J4WLVprxGIx7u7udOnShYyMDGJiYlAqlbi5uTVkGf4jEokhtjZBWFkFUlZ6AifnRJ57dgI6nTvvvvspa9as4WE/Xz4eMQg9sCm3mI25RRhJxPRQGDeq+SQSifCxN2V6fzesTGSExuWx/kQ6mSXV+DubY2p4hxbNDh5UWiVoOnxo7iE65vJGIiMjefHFF8nJyWHRokW88847N80TdLdIzK/gHz/EIBGL2LZgAF62bWRN0NTC3kUQtx38HoFJ34Hs7qae/0/Kf/g45mPMZGYsH7acPvZ37tcyf/58Kisr2bZtW4vbaTQaVElJFL/9DtqkJCRjxyLMmY0aUKvVqNVq6urqGl435RwI9RfXPz7EYjEymazhIZfLG15XFui5sLeAWpWWnqOdCRjriUx+5xdfvV7H2dBdRP+8CbmJgocXvohXn3633I6gE1D9nkVFRCZiIwMsH/XBqJv1TffT6XScPHmSo0ePIpVKGT16NL17927WWqTXa8jKWs/Va18jEolwd3+RnzZk8/XXq3B2dubrr7/Gpd8A3knOIbJURVcTQz72cWGQZdPf/fIaDd9FprEu+hoAswe589xwr7axanbwINGqu7oOQXMP0TGX/+P8+fO89NJLnD9/nhkzZrBy5UoMbqHa8d0iWali+g+nABHb5vfHx960bRoWhHorzaF36/1rntwKlm3v19ISSSVJvBL5CjmVOSzqvYjZ3WbfkT/EO++8w7Fjx/jpp59QqVSoVCoqKysbPatUKvR6PYaGhsglEjqfPkOns2epsbUhZ+pUBFfXRmJEKpUikUhuEC/QOIJTr9ej1+sbRNB1UaTRaBrEUV21Fk2GNeIKC7QyFbW2V1FYyTA1NcXU1BSFQtHo+frr1lgJCzOusX/V5xRmptNt+ChGzJqP3PjWRao6r4rSX5LQ5FVh3MsOiwmeiFvhx1VUVMTevXvJyMjAzc2NCRMmYGNj0+z2NTXZJCd/QFHxERSKrvh4v8+SJevZtGkTvXv35osvvkTZyYMlqTlk12p41M6Cd72dcJQ3PRc5ZTV8eSiZneeyUcgNeHa4F3MGeWDUgqWpgw7+QIegud/omEtITU3l9ddf58CBA4wfP54ff/zxnq9QnlqgYtoPMQiCwJZ5A/B1aCNRA5B6GHbMrS9o+cRGcL/1VPt3gkqt4r0T73Eo4xAjOo3gw8EfYi5vvgyEWq2mpKSEoqIiiouLKSkpobi4mOLiYhISEjh58iRvvfVWk8Lg+mu5XN5IOFVGR5O7eDH68grsXnsNyxlPtaujafLpfKK2JqPT6ekR7ICtrwGVlZVNii+VSoVMJsPa2vqGh5WVFVLp/8SGVqPh1M5txO76FRMrK4IXvoh7z963PD5Bq6fiaBaqo1mITQywnOSNUbfmxcl19Ho958+f5+DBg2i1WoYNG8bgwYNvyJre0I8gUFh4kOSUf1NXp8TZeRoO9s+yYMFLhIWFERISwr+XfsY+AxNWZRYgRsQiNzsWdrLDqJnSCEn5KpYfSOTwlQLszeQsCurME31dOkopdHAzHhxBEx4ezqJFi9DpdMybN4/FixffsE1mZiazZs2irKwMnU7H0qVLGTt2LBqNhnnz5nHu3Dm0Wi0zZ87kzTffbLG/0NBQlixZgl6vR6PRsGjRIhYuXEhUVBQvvfQScXFxDSUWrhMSEsKpU6cIDAwkNDS0yXbvhbn8q8jPz2fJkiVs2bKFwMBANm7ciIODw189rFaTVljJtDWn0OoFtszrT1fHm1dSbjVFqbDtSSi9BmM+q6/afRcRBIEtV7bw+ZnPsTW2ZdnQZfia+pKXl4dSqWwQLMXFxdTU1GBlZdVwQbexsWl4ffLkSWbNmkVOTs4tj0FbUkLeW29TGRmJybChOH3yCQbWN19yuV0qS2s5svEKWVdKce1mzciZXTAxv9H/RBAEqqqqGs3B9UdpaSkKhaKRyLG3t0dcXUnED6soyc2mR1AIw2bMRWZ0635K6pxKSn9NRpNXhVEPGywmeiFR3NxapFKp2L9/P5cvX8bOzo6JEyfi4uLS7PZabSVXr31FVtZPyGRW+Hi/jSAEMHPmTKKjo3nqqadY+M67fFuhIaywnE6GMt71cmK8rXmzwvN0eglL9ydyNqMUTxsT/hXsS0h3h46IqA6a48EQNDqdjs6dO3Po0CFcXFwICAhg27Zt+Pn5NdpuwYIF9OrVi2effZbLly8zduxY0tPT2bp1K3v27GH79u1UV1fj5+dHZGQk7u7uTfan0Whwc3MjNjYWFxcX6urqSE9Px9fXl/T0dCoqKlixYgUTJ05sJGgiIiKorq5m9erVHYLmD5SXl7N06VJWrlxJ9+7d2bRpE76+vn/1sG6La0VVTFtzijqtjs3z+tPNqQ0KWl6nthx2zoOUg9BnDoxZBgZ3xw+hpqaGvLw8Tlw9werc1ZTry+mh6sEIxQgc7R0bRIu1tTVmZmbN+jgplUpcXV2pqam5LT8oQRAo3bKVgmXLEJuZ4bR0KYrAwTff8TYR9ALxv+dw8rdUDGQShk33xbuPXav31+v1lJWVNQicoqIilEolSqUSU4UJRkV5lCddwtjSqt63plffWx+jTo/q9+x63xq5BIuJrctbA5CYmEhYWBgqlYr+/fszcuTIJp2Gr1OhukRi4juoVPFYWg7Ct/P7ZGaqGwr6vvjiiwx/fhFLc8u4UlXLQAsTPvJxoZvCqOmxCwKHrxSwLDyRlIJKenay4I0QXwZ53dza1MEDR6sEzb3nlHCLxMbG4u3tjed/IyGefPJJdu/efYOgEYlEVFTUFxgsLy/Hycmp4f2qqiq0Wi01NTXIZDLMzJq/u1apVGi1Wqz/e3col8sbLsDXRVBTJ+ugoCAiIyPv6Fj/Tuj1ejZs2MArr7yCk5MTERERTYbz3k942Jjw88IBTFtziuk/xLD56f74u7SRqDE0h2nb4ciH9Yn4CpPql6DaOF+NRqMhOzubnJwc8vLyyMvLo6qqCgcHBxwdHVnuv5ythVs5mncUQ0dDlg5Zio1R6y5A9vb2yGQykpOTW0z61hwikQirp/6BcUAAua+9Sta8eVjOnIHdK68gNmz7sGCRWESPES506mrJ4fWXOfDDJa7F2TN0amfkrfBbEYvFWFlZYWVlhY+PT8P7er2ewsJCcnNzSbvoQ9bvB9m19H3Ejq50GjQM506uODs74+TkdFO/MZFEjNlIV4y6WVPyawol25MwvFiI5aPeSMyaFycAXbp0wd3dnYiICGJiYkhMTGTcuHF07tx0ugAz0+4E9N1JTs420q5+TkzsOFw7zeXEiaPExFxg/vz5fPfdd6z48ksMRo9nWXo+o08n8ZSTNa97OGIja3wsIpGI0X72jOxix2/nsvnyUDLTf4hhaGdb3gjxbdsbgg4eCNrUQpP/ySfUXUlso6HVI+/aBYe33mr2819//ZXw8HDWrl0LwKZNm4iJiWHVqlWNtsvLy+Phhx+mtLSUqqoqDh8+TJ8+fdBoNMyYMaPBgvLll1+yYMGCFsc0b9489uzZQ1BQEOPHj2fatGmNRMzs2bMZP358IwsN1EfsrFix4oG30Jw7d465c+eSk5PD559/zsyZM//qIbUpWSXVPLnmFBU1GtbNCSDAvY2T/cX/CrufBxNbeHILOPa87aauC5j09HTS09PJy8vD3t6+4YLq5OSElZVVo++3IAj8lvIbS2OXYiw15pPATxjs3DpLSZcuXXj33XeZPn36bY8ZQF9bS8GKzyndvBm5jzdOy5djeBsiqbXodHrO7kvnzP4MTMxlBM3qikuXtvm/aupqObZtI+fD92JkboHdgGGUagWKiopwdnbG3d0dd3d3nJ2dm/V3gf9mGY7OofxABiIDERbjPDHua98qa01mZiZ79+6lsLCQ7t27ExIS0qLvmlpdRGrqMvLydyKXO9DZZwm2tsFs3LiR1157DRcXF1auXcdhMzvW5RRiLBHzqrsDc5xtkDVjnavV6Nh0MoNvIlMpq9YwsacTL4/ujIfN3Y3w6+CepFUWmgfGE2vbtm3Mnj2b7Oxs9u3bx4wZM9Dr9cTGxiKRSMjNzeXatWt8/vnnXL16tcW21q5dS0REBP369WPFihXMnTv3Lh3F/U1paSkLFiwgMDCQnj17kpeX97cTMwCdrIzZ8cxAbE3lzPwxlmMphW3bgf9jMDccBD38GFwvcFqJVqslPT2do0ePsmHDBpYvX86RI0fQ6/UMHTqU1157jaeffpqQkBB69OiBjY3NDRZHkUjElM5T2DZuG1aGVjxz+Bm+OPsFGr3mpv27urpy6dKlWz7kPyM2NMThnbfp9MMPaMvKuPb4ExT/+COCTnfHbTeFRCKm3wRPpvyrDwYyCbu/usDxX1LQqu+8P6nckJGzFzD13U+RyeVkHNiNtwxeeO45BgwYQG1tLeHh4SxbtoxNmzYRFRVFVlYWuj8dq0gswnSIC/Yv9UbqaELpzhSK1l1CW1p70zG4urqycOFChg8fzpUrV1i1ahXnzp2juRtemcwGP79l9On9M1KpJfGXnufCxTk8/vhQ8vLy6NGjB2OGBpK//AN2+TrRx8yE91JzGXk6iYjiiibbNJRKmD/Uk9//NYLnR3hx6LKSUV/8zhu/xpFTVnPrE9vBA8d970Nz8uRJ3n///YaaS59++inADY693bp1Izw8nE6dOgHg6enJqVOn+OCDDxgwYEBDmYO5c+cSEhLCE0880ar+i4qK8PDwQKVSNbzXYaFpjF6vZ926dbz66qt4eHiwc+fOdqu3dC9RqKpjxo8xXC2sYtX0XjzcrY2dnCsL4JeZkHkSBjwHo/8NksZLIYJQf6eflJREWloaOTk52NnZNdz1u/43DPp2qdXWsuz0MnYk76CHTQ8+G/oZLqbNO5g+//zz5Ofns3Pnztvu889oS0vJf/c9VIcOYRwQgNNnS5H+d0m5PdCodZz8LY34yGwsHYwJmu2HvXvbOIGra2uI2rKBiwfDsHR0JviZRTh3qV8+r62tJSMjo8GaVlJSgouLC97e3vj6+jYq+yHoBapi8ijffw0QYT7GHZP+johaUV+psLCQvXv3kpmZiaurK+PHj8fOrnnfIb1eS07OFtKufoFer8bN9Wnc3Z8nPT2XKVOm1N8ofvEFrhOn8H5aHldr6hhpZcoH3s74mDS/VFioquPbyFS2nMoEYHp/V54b4YWdaUfW4QeQ1nmLt7aKpXCPVtvWaDSCh4eHcPXqVaGurk7o0aOHcOnSpRu2CwkJEdavXy8IQv2YHR0dBb1eLyxdulSYPXu2IAiCUFlZKXTt2lW4ePGiIAiCMHLkSCE7O7tROyqVSjh69GjD34cOHRK6devWaJtZs2YJO3bsuGEMR48eFcaNG9fssfzVc9kenDlzRvD39xdsbW2FzZs3/9XDueuUVtUJE1cdFzzfDBN2nc+++Q63ilYtCPter6/Y/WOIIFTkC1qtVrh27ZoQHh4urFy5Uvjiiy+EsLAwITk5WaitrW37MQiCEH4tXBi4ZaAwYMsAIfxaeLPbrVq1SnjooYfavH+9Xi+U/rpTSOzVW0jsGyCU7dnb5n38mYyEImHD4uPCN88eEU7+J1XQqnVt1nZ63HlhzfNzhBVTxwtH1q8W1DU3VmKvrq4Wrly5IuzevVtYvny58M033wiHDh0SMjMzBZ2ufiya4hqhYG2ckPVGlKD87oKgLqhqVf86nU44e/assHTpUuGDDz4QDh8+LNTVtVz9u7a2QLiU8IpwOMJTOH48UCgoOCDo9Xph06ZNgq2treDv7y+cPH1G+DZDKXj/flFwOnpeeDMpSyiqa7lCd05ptbB450XB880wocs7+4Wl+68IpVWtq0Tewd+GB6fa9r59+3jppZfQ6XTMnTuXt99+G4B3332Xvn37MnHiRC5fvtyQqVQkErFs2TIefvhhKisrmTNnDpcvX0YQBObMmcO//vUv9Ho9Hh4eJCYmYmT0Py99lUrF1KlTSUtLw8jICBMTE1auXEnfvn05ffo0jz76KKWlpRgaGuLg4EBCQgIAQ4YMITExkcrKSqytrfnxxx9vSAF/L8xlW1FcXMzrr7/O9u3befLJJ1m9evU9mRjvblBZp+XpDaeJTS/hk0f9mdbPtc37UJ/dgsG+l6kTGbFTPIEa25507twZX19f7O1b50dxp2Srsnkj6g3iiuJ4vPPjvB7wOoYGje+mo6OjefTRRykoKGiXMaizssh9/Q1qzp/HbOxYHN57F4l5+zmX1lVrOP5rKokn8rB2NiFolh+2rm2Th0hdU82xbT9x4UAY5nb2PLzwRVy7N+0vJQgCOTk5JCUlkZycTFVVFT4+Pvj6+uLh4YE2rpSysGsIWh1mI10xHeqCqBV1q6qqqjh48CAXL17EwsKCcePGNXJwborS0liSkt+jqioZa+thdPZ5D5nMmQULFvDzzz8zbdo03vj4U9aW1bIptxiFgZiX3Bx42sUGeQvRb9eKqvjqcDJ7LuaikBkwf6gncwM9UMgfzPPKA8aDEbbdXly6dIl169bxxRdf3LU+/w5zKQgC27Zt49lnn8XLy4udO3fi4eHxVw/rL6dGrePZLWeJTCrknXFdmTfkzusTVVdXk5CQQGJiItnZ2fR0kDCycD3y2gJEwZ9AvwV3rQ7UdTR6DavOr2LdpXV4W3izfOhyvC29Gz6vqanBzMwMlUqFYTtEJgEIWi3Fa9dSuOobDGxscFr6KSYDBrRLX9dJjyvi6JZEalUa+ox1p88YNyRtlCwu+/IlDqxeSVl+Hj2CQhj61JybZhkuLS0lOTmZpKQkcnJycHNzo5tHF5xS5dQllGBgb4zlFB/krq1bKrt27RphYWEUFRXRrVs3goODW4wG1es1ZGdv4uq1rxAEDa6u83F3e4bMTCVTpkwhLS2N77//nl4TJvHvtFyOlKhwNZTxjpcTE1rIXwP1JUe+OJjMwctKrExkPDvMixkD3TCUdmQd/hvTIWjuN+73uVQqlcydO5cTJ07w1VdfMWvWrL96SPcUaq2eRdvPs/9SPq+M7sw/R3rfsuVEo9GQnJxMXFwcGRkZ+Pj44Ofnh5eXV70vTE0Z/GchJIdDj6kw/iuQtU1xyVshOieat46/RbWmmsX9FjPZZ3LDsdra2hIaGkr//v3bdQw18ZfI/de/UKenYzVrJrYvv9wu4d3Xqa3ScOyXZJJjlNh0UhA0yw8bl7bJcq2pq+XEjq2cDd2FiZUVo+c/j2evgNaNq7aWlJQUEhISSE9Pp6+NH51zrRHX6FEMdMIs2A1xK6wcWq2W6OhooqKiMDAwYOTIkQQEBLSYU6iuTklK6lKUyj3I5Q74eL+Jnd04Nm7cyEsvvcTgwYP58ccfuSI14oPUXK5U1RJgZsIH3k70Nm9ZtF3IKuPzg0kcSynC3kzOCyN9eKKvC3KDDmHzN6RVJ8qOatv3EPfrXF63ygQHB2NhYUFsbCwD2vmO+H5EIhYR0s2B7LIa1kWnU6vREehtc1NRo9fruXbtGlFRUezdu5fKykq6devGhAkT8Pf3x9bW9n/hvFJD6DYFxFKI+b5e2HiNACPLu3CE/8PVzJUJXhNIKE5g85XNpJal0t+hP4YGhmzduhVnZ2cCAlp3Qb5dpPZ2WEyejF6lonTzFlQHD2HUowdSe/t26c9AJsGrlx02zgpSTiuJO5qNSCTCwdOsVc64LSExMMC9Ry/cH+pN+oVznNu3h3JlHi5+/khlLeebMTAwwN7enu7du9OnTx9UklpOVyWiqVKjSNejOpOH1MYYqW3Lwvd6Fe/u3bujVCqJjY0lJSUFR0dHTE2bXmYzMFBgZxeCleVgyspOk52zkdKyUwQGTufFF99h3bp1LFmyhOFdfVn68DCcDWWEFpXxQ3YRadW19DQzxrwZgeJgbsjk3i4M8LQmIaeCLTGZ/HY2G0OZhC4OZkjucM47uKdoVbXtDkFzD3E/zqVSqWTq1KmsXr2ar7/+mq+//rrdlhL+DojFIkZ3taekSs266HSUFbUM97VF/KeTryAIKJVKTpw4wZ49e8jOzsbT05Nx48YREBCAg4ND8z5JIhG4DwbnvnB+M5zdUF/g0tq76e3bCWOpMeM9x2NkYMTPST+zN20vPpY+JEQnoFarGTt2bLuPQSSVohg2DKNevVAdOEDJxo2g02LcqxeiFnK63AmWjiZ0GeRIRVEt8ZHZZCYU4+hlgZHpnWd2NrWyofvIhxGJRFw8tJ9LRw9hYeeAtUunVu0vlUpxcnKiZ++HsOzlTIa+ADJq0J8vJftSOjgaYmLRslXJ2Ni4IaQ/ISGBmJgYamtrcXFxafY7aWjohJPTE8jl9igLQsnK2oBYXMXLL3+Ni4sn//znPzkRHc3LkybwrI8bEpGIbfklrMspolqnp5eZcbP+NS6Wxjze14U+bpbE55bXC5tzORjLJHRxMO0QNn8PWiVoOpac7iHup7kUBIHt27fzzDPP4O/vT2hoKBYWFn/1sO4bBEHgi0PJ/N+RVIK72bPyyV4YSiWo1Wri4uI4c+YMtbW1+Pv706NHj9sXuqXp8PMMyI+DYYth2BtwG2UH7pQrxVdYfGwxV8uv4l7sTt2hOg7uP3hXx6CrqED58SeU796N3K8rTkuXYthMVty2IuWMkqhtyWjqdPSb4MFDozohbiPfmoL0qxz4biUF6Wl0HhDIyDkLMbG4dUucXqMjLywRXUwxGnQk2xbhNNKHbt2739SRv6amhoiICM6cOYNCoSA4OJju3bu3aHXUaMq5eu0rcnK2IJGY4uX5CiYmIUyY8Ajx8fGsXr2aqVOnklun4dOrefyqLMVaasDrHg5Md7RG2oJAEQSB35ML+fJwChezynCxNOKfI72Z3NsFaUcBzPuZjiWn+437ZS6vW2W+//57Vq5c2WGVuQ1EIhGDvGwwN5Ly4/F0TqQoMci/xL69exAEgaFDhxISEoKnpycmJneQKdXIAnpOA1UexHwHOefAexRIm66v017YGtsyyXsSKrWK49XHqbCtYLTfaKyN2q/A5J8Ry+WYjh6FYZcuVISGUbppEyKZFKOePRG1k8izdlLQZaAjZcrqBmuNg6c5xmZ3bq0xsbCk+4jRGMhkxB3eT3zEAYzNzLF197wl3yyRRIxZFzuMe9iiz6vBJkdK3bVydsXsp6ymAisrq0aRnn9EKpXSuXNnvL29yczMJDY2loyMDJycnJr93kokhthYD8fW9mEqVQlk52xCVXmcf77wCZ6eAfzzn//k+PHjPBr8ME94ODPK2ox4VTUbcovZU1CGo1yKt7G8yWMUiUS425jwZEAnHupkwcXsMrbEZLL7Qi4mcgN87U1vsIZ2cF/QseR0v3Gvz+V1q0xwcDDm5uYdvjJ3iE6nQ16ZR11RFpE5AlfKxLw9azxDBvbD0tKy7UKtJVLwHQsKOzi9tj6zcKf+YNZ+yeeaQiqWMtRlKO5ydw5kHmBP1h6Mpcb42/jf1SrLck9PzB+dhDo9ndLNm6k6dQrjvn2RtJOFUSqX4N3HDktHE5L/61sD4OBlfscXV7FYjEvXbvj0H0xuShIXDoSSk3gZZ18/DBW3Fj4uMZFi3NseiZkMcVI1nWsdEPQCv0WHkZ6ZgVwub/Z7aWZmRq9evVAoFMTHxxMTE4NarW5xGUoms8HBYTImis4UFR4mK3sDPj6mLF78PT/99AtLlizB3d2d0X17M9XBih6mxhwrVbE+p5iokkq8jeU4GzYtDEUiER7/FTb+zuaczyqtFzYXczEzlNLZXtEhbO4vHpwlp7lz5xIaGoqdnV2zadUFQWDRokXs27cPY2NjNmzYQO/evRs+r6iowM/Pj0mTJt1QB+rPnDp1ikWLFlFXV0ddXR1Tp07l/fffJzExkTlz5nDu3Dk+/vhjXnvttVsa470wl81RWVnJvHnzCA8PZ+XKlR0RTHdARUUFZ8+e5dy5c1hbWxMQEIBSbM3zWy9gZyZn09z+uFq3U2RS9lnYMbveYvPwh9D/mbse2g3g6OXIsE+GkVCbwEDHgXwU+BF2xq2vZN0WCIJARWgo+R9+hKDRYP/6v7B48sl2FVc1KjXHfkkh5bQSaxcFQTO7tlneGkGvJy4inKgtG9BrtQx8fDp9xk1Cchv5n3QVdZSFXqUmrgiJjSEl/iJOZJ6nurqaPn360KtXr2YtMNdr5Z0/fx5TU1NCQkLw8/NrcV51uhoyMtaQkbkaEOPutpBjx4x48cXXCAkJYe3atSgUCrR6ge35JSy/lodSrWWMjTlveTq2mHEY6v/Xhy4r+epwCpfzKvCwMeHFIG8m9HDCoGMp6n7gwQnbjoqKQqFQMHPmzGbFwr59+/i///s/9u3bR0xMDIsWLSImJqbh80WLFlFYWIiVldVNBY2vry+//PILPXv2RKfTkZSUhJ+fHwUFBWRkZLBr1y4sLS0bCZrWjPFemMumuHDhAhMnTsTMzIwjR460mAa9g+bJy8sjOjqatLQ0unfvTkBAy/8c8gAAIABJREFUQKO5PJ9ZypwNp5FKxPw0px9+Tm2TTv8Gakph13OQtA+6ToCJq+qXpu4iw4cPZ+iwoXSf3p3lp5cjN5Dz/sD3GeU26q6OA0CTn0/eO0uoOn4ck0GDcPzow3YtnQBw9UIhv29LokalodfDrgSMc8egjfKoqEqKOLJuNamnT2Lr7knwwhex97w9h/DapBJKd6ehK6nFuLcd1b2NOJtwvuFcNXjwYGxsmq62npWVRVhYGPn5+Xh6ejJ27Nhmt71OTU0OqamfUlC4H7ncATvbZ5g8eSkVFSr27t1Lz571iQWrdDp+yCpkVWYBNXo90x2tec3dAXt5y1XQBUHgQIKSrw4nk5ivws3amOeHe/Nob+cOH5t7mwfHh8bNzY26ujq2bt3Kc8891+Q2K1as4JFHHsHf3x8XFxdWrFjBY489hqmpKWfPnuXgwYMEBweTm5t70+iLd999lzfffBMTExPEYnHD8ZuYmODs7MyxY8eQyWQMGjTolsZ4L8zlHxEEgW+++YZp06YxdepUwsLC7syf4wFEEAQyMzMJCwvj1KlTdO3alcmTJ9O1a9cb5tLR3IhRXe3YfSGXrTGZ9HGzxMWyHSw1UiPoPgXkpnD6B7i0E1wHgKlj2/fVDBcuXCAhIYGPX/yY0W6jic2PZfOVzeRX5dPfsT9SScsXprZEolBgNmECBrY2lO/8jdJt25FYWGDYrWWrwp1g6WBC10GO1KjUxB/N5ur5QmxdTVFY3rkvmtzImC6DhmLr6k7yqeOcC9tNXXUVzr5+t2ytMbAxwiSgvgZZVWw+4iuV+PXuTv/xQyguLiYsLIycnBwsLS1vCN02Nzend+/emJiYcPHiRWJiYtBoNLi4uDRbNVwqNcPefiyWFgMpLz9DYdEOpk71x1Duwfz5r2NhYUFAQAAysZgBFgqmO1pTq9OzOa+Y9TnF1On1PGRq3GxFb5FIhLedgun9XPFzMuNCVllDVJTcQIyvgykGf4HTfAc35e4vOR37JZmirMpbae+m2HRSMOSJm0cipKenM378+GatH+PHj2fx4sUEBgYCEBQUxGeffUbv3r0ZOXIkmzdv5vDhw5w5c+amFpp///vffPnllwwfPpyQkBBmzZrVyCn2/fffR6FQNLLQtGaM95KFpqysjBkzZnDixAm2b9/O6NGj/+oh3VcIgkBycjLR0dFUVVUxaNAgevbs2aryD7llNcz4MYas0hpWTWuHopZ/JCsWdsyBqgII/gQC5t2VJagdO3bwxhtvNFS21+g0fHfxO9bGr8XF1IVPh3xKT9um0/y3J+rsHPKWvEP1yVOYDBqI44cfInV2btc+My8Xc3RzIpWldfQc2Yn+j3gilbWNtaa2qpJjWzcQdzgcM1t7Rs97DveH+txWWxplFaX/SUWdXoHM3QzLR70RLKWcO3eOkydPYmNjQ2BgIO7u7jcIwcrKSg4dOsTFixcxNzcnODiYrl27tigYBUFPXv5vpKV9jlpdgF4fwHPPHqJLl0Fs2rSpUVRlek0dn17NY3dBGdZSA151t2eGk02LEVH1fQhEJhXy9ZEUzmeW4WBmyMJhnkzr59qRefje4u4vOd2PgubUqVNUV1fz+uuvs2HDhlYJGoC0tDQOHjzI9u3bEYlEREZGNnx2vwuamJgYZs6ciUKh4OjRoy2mOO+gMXq9nkuXLhEdHY1YLCYwMJCuXbu2mE21KUqr1MzZcJq47DI+nNSdf/R3a6cRA9Ul9dmFUw5Ct0dhwtdg2L7/85KSEhwcHKioqGh0M3BWeZa3jr2FslrJwh4Lmd9jPgbitqnVIwgCNTU1VFVVUVdXh1qtbnhu9LquDsNjx7AJDQNAGRJMSZ8+CCIRoiYeEokEuVyOTCZDJpM1vP7zewqFArm86egcda2Wk/9J49LvOZjZGjHyqS44+7ZdMsTsK5c4tGYVJbnZdB0yguEz52Fsdus1rgS9QPVZJeX7r6Gv1WE61BnTka4IEoiLiyM6OhpDQ0MCAwPx9fW94VgzMjLYt28fSqUST09PxowZc1OrtFZbRUbmajIz1yIIcPAghO7VsG7dFvr169do2/MV1XyYlsuJsko8jGS87uHII3YWiG8i0gVBIDq1mK+PpBB7rQQbhZwFQz34R383TDpqRd0LPDg+NHBzsbBw4UKGDx/OtGnTgHo/mMjISF577TWOHTuGWCymsrIStVrNc889x9KlS1vVr1arxdbWltTUVKyt60NQ71dBo9frWb58OR9++CFTpkxh3rx5DBky5C8bz/2EVqvlwoULREdHY25uTmBgIF5eXne0ZFFVp+WFrec4mlTIc8O9+FfwjReINkOvhxMrIeJDsHSDx38Cxx7t09d/cXBwYMuWLQQFBTV6X6VW8UnMJ4ReDcXfxp+PAj/C07zl2ldqtZrS0lIqKipQqVRUVlY2elapVFRVVSGTyTA2Nm5SdPz5b4PSUgzW/IA4Lg7BvzvCs8+Cvf0NFX41Gs2NouhPf9fV1VFZWYler8fU1BSFQtHkc22xmHN78qgoqsVvsCMDJ3tjaNI2y29ajYaY//xC7K4dyIyNGfbUXLoNC7qt75SuSkP5vmtUn1UisTLE4hEvjHyt0Ov1JCYmcvz4cbRaLYMHD8bf37+RoNfpdJw+fZrIyEjUajX9+vVj+PDhN039UFOTQ1raMpQFoVRVyfhhTSFDh77Oq6++1qh9QRCIKFHxcVp9KYVuCkPe9HQiyMq0Vcd66mox/3ckhejUYiyNpcwb4snMgW6YGt69ZdAObqBD0PyRsLAwVq1a1eAU/OKLLxIbG9tomz9baGbOnMkLL7xww11AWFgYY8eORSQSceXKFYYMGYJSqWxYF74fBU1hYSFTp04lPj6eXbt24e/vz5o1a3jiiSdwdW376tB/F/R6PfHx8Rw9ehRbW1uGDh1Kp06ty9raGrQ6PUt2J7AtNpNJDzmx7LGeyFpRJfm2yTgJv86pt9qMWQp95rTbEtSwYcMYPnw4H3zQ9PJ4+LVwPor5iFptLS/2epHpXaZTXlZOcXFxw6OkpISioiJqamqwtLTEzMysQSBcFwnXHwqF4pYrvguCQNmOHRR8tgxBELB77VUsn3zytvPWqNXqG4TWH8VXeXk55aUqzOu8EBfbIJGD+yAjfPraY2Njg5mZ2R2L2qKsDA798A25SZdx6dqdUfOeb3Wm4T9Td7WM0v+koi2swai7NebjvTCwkCMIAlevXiUqKorq6mpGjhxJly5dGo29qqqKI0eOcPbsWUxMTAgKCuKhhx5q0ZpZVlbG1q0f8lCvZGpqLpOWpiP6uDOff777BodjvSDwH2Upy67lk1Grpr+5CW95OtL/JpmQr3M2o5T/O5JCZFIhZoYGzBnswZzB7lgY33kOoQ5umQdH0EybNo3IyEiKioqwt7fngw8+4Omnn+b7778H4JlnnkEQBF544QXCw8MxNjZm/fr19O3bt1E7fxY0Dz30EKGhobi4uDTa7sknn+TcuXMYGxtjYGDAxx9/THBwMPn5+fTt25eKigrEYjEKhYLLly9jZmbW7Bj/yF81l2fOnGHMmDF07tyZQ4cOYWxc74ianJxMWFgYCxcubHivg3oEQSAlJYWIiAjkcjmjRo1qN+EnCALfRqax/EASg7ys+X5GH8za826xqgh+WwBpEeD/eH2BS3nbFFn8I4sWLSI1NZWwsLAbPquuriY3N5fErETWZa8jRZ+Cba0tI9Qj8LD0wNrautHDzMzslpf1bgVNbi55S96lKjoa4379cPz4I2RtKFz/iE6no6ysjGtX8ojbV0hNiYDEsoZqi6vUaOsT3dnb2+Po6NjwkMtbruf0ZwS9nvijhzi2ZT3q2loCJk6h/+QnbloXqsm2tHpUUdmojmYBYBrkimmgMyIDMYIgkJqaSkREBAYGBowaNQp3d/dG++fm5rJ//36ysrJwcnJizJgxTd4UCILApk2b8PLyYtCggeQr95Ca+hlqdQEnT2oYPfpb+vcbf8N+ar2erXklfJGeT4FaS5CVGW96OtDdtHXntLjsMlYdSeXgZSUmMgnT+7syb4gn9mYdyUTvIg+OoGkPKioqePrpp9mxY8dd6/OvmMutW7cyf/58XnjhBT777LMbPj9w4AAlJSU82c75Oe4nMjMzOXz4MLW1tQQFBdG5c+e7Mje/ncvm9V/j8LJVsH5OAE4W7ZjtV6+H45/D0U/A0gMeWwdOD7VpF9cdgy9dukRubi55eXnk5eWRm5tLbW1tw8XawcGBi9qLfJv4LTpBx2t9X+Pxzo/f9e+jIAiU79yJculnCDoddi+/hOU//tFuNaEA9Do9F49kE7vnKiKJiIDxbtj7yVAqlQ3zpVQqMTMzw8nJCUdHR5ycnHBwcGiVyKkuL+P3TT9y+dhRLOwdCXr6Wdx79r7pfk2hLamlLPQqtZeLMbA1wuIRLwy96/2ABEHg0qVLHDlyBBsbG0aOHImj4/+i6gRBID4+noMHD1JZWUnPnj0ZNWpUo8ipM2fOcOHCBebOndsgXnW6ajIy15KSsgpB0KJRDyYk5Guk0hv9j6p1en7Mrg/1LtfqmGRnwRsejngYt07EJeZX8H1kGnvj8pCIREzp48zCoV6423REft4FOgTN/cbdnEu9Xs/ixYv5/vvvWb9+PVOmTGlyO51Ox7p16/D393/gswIrlUqOHDmCUqlkxIgRN/gG3A2iU4t4ZtNZTOQGrJ8TQFfHdnbYTj8OO+dDVSGMeh8GPHdHtaAEQaCsrIz09HQuXbrE008/zZIlS3B1dW0QME5OTlhZWd0gWPKr8lkSvYRTeacY5DSIDwZ9gINJO0aANYMmL4+8996jKuoYRj174vjxR8i927fwZ3lhDb9vTSTrSikOnmYMf6oL1k71VjO9Xk9hYWEjUahUKjE3N8fNzQ13d3fc3d1RKJq3smVeusjhtd9SmpeD78AhDJ81H4Wl1W2NtSaxhLI99blrjHrYYDHOE4l5vWjQ6XScPXuWY8eO4e7uzogRI7Cy+l8/dXV1HDt2jJMnTyKRSBg2bBj9+/ensrKSH374gdmzZzfpRFxXV0BExCIMpDHo9TK6+L5Mp06zkUhuFCvlGi3fZhWyJqsQjVCfw+YVdwccbpLDpmGuiqtZcyyNX85ko9XpGdfDiWeHebVf3qgOoEPQ3H/crbmsqKhgypQpxMfH8/vvv+Pr69vi9qWlpaxdu5Z//OMfOLVzwrF7kbKyMiIjI0lNTSUwMJC+ffvesi9GW5KYX8HsdaepqtPy/Yw+DPZuOVnZHVNdArtfgKSw+jpQk76rL6PQSkpLS0lPTycjI4P09HR0Ol3DRXbSpEmsXLmSyZMnt6otQRD4JekXPj/7ORKRhMX9FjPRa+JfYq2p2LsX5SefoquqwuaZhdjMn49I1n7+FYIgkByTz/EdqahrtfQOdqPvGHck0hsFpl6vR6lUNsx5RkYGCoWiYd7d3NxuEDhajYbTu38lZtcvSAykDJk2ix6jQxCLb90CJWj0qH7PoiIyC5FYjNkoVxSDnRD9N3mdWq3m5MmTxMTE0K1bN4YNG9ZoPMXFxRw4cIDk5GSsra2RSqX4+/szePDgFvuNiwvn4KGF9OplgEzmiI/369jbj0ckunGOCuo0fJmhZHNuMRIRzHW25QU3O6ykrfttF6hq+fH4NbacyqSyTssIX1ueG+FNgPvtCcEOWqRD0Nxv3I25TE1NZfTo0Zibm3PixIlW+8YkJCQQERHBggULHphClBqNhujoaGJjYwkICGDQoEG37KvQXuSV1zBn/WlSCypZ9lgPJvd2uflOd4Ig1NeBOvA2GJrDo9+Dd1CTm9bU1JCamkpaWhrp6elotdqGC6m7uzvW1tYNAmTy5MnY2NiwZs2aWxpOVkUW70S/w7mCcwx3Gc57g97DxqidhV0TaIuLUX78CRX79iH38cHx448w6tG+0WE1KjXHf00hOUaJhb0xI57qgpNPy5merwuc9PR00tPTyczMxNTUFDc3N7y9vfH09EQqrbdQlOblcHjtt2ReuoiDd2dGzXseew+v2xqrtriGsr1XqU0swcDOuH4Zyut/Y62qquLYsWPEx8czZMgQ+vXr18jqmZyczO7du6mqqsLb25vg4OCbhnlXV1cza1Y/xo6rxtVVhKlpd3y838TSsmkLc0ZNHcuv5bNTWYqJRMx8F1ue6WSLeSuFTXmNhk0n01kXnU5JlZoAd0ueG+7NcF/bjmX6tuPByRT8d6G95zIiIoKRI0cSFBTEoUOHGk5grcHOzo7i4mLOnTtH9+7d//Y/1OTk5IYcQ1OnTqVLly5/qVXmz5gaSpn4kBMXsspYe+waegEGeN64TNNmiETg3Ae6jIWUQ3DqG1BXgVsgiCWUlJRw8eJFIiIiOHToEGq1Gnd3d4YNG0ZQUBDdunXDyckJY2PjRmMsKSnht99+azZ7dnOYy82Z6DURhUzBr8m/sjNlJ04KJ7wt2nfp58+IjY0xCw7G0K8bqoMHKdm4EX2FCuM+vRHdwu/rVpDKJXj1ssPBw4xrF4u4GJFFZWktjt4WGDSTkE8kEmFqakqnTp3w9/dn0KBBuLi4UFtbS1xcHAcOHCAnJwe1Wo2dkzMPjQrB0tGZpJPHOLdvD7VVlTh17orBLR6T2FiK8UN2SJ0U1F4ppio6F21RDTJXM8RyCTKZDG9vb3x9fYmJieHkyZPY2dk1JM2TSCScPXuWgIAAEhMTiYmJobq6Gmdn52bPX1KplCeeeI7ly04RFXWF3r3E5OVvQaVKwFTRFZmssQXFQmrAWFsLxtuZk1unYWNuMZtyi9EKAv4Ko2azDl/HUCqhn4c1Mwe6Y6uQEZlUyOaYTA5eVmJqaIC3bUchzDbgwSlO+XehveZSEARWrlzJ22+/zSeffMKiRYtuqx2dTsfmzZtxcnL622YOLi0tJTw8nOLiYsaMGYOX1+3dmd4t1Fo9b/8nnh1ns5nQ04nlj/Vo/wyn6mqEA28hOrueCoUXe2WTyFMb07lzZ3x9fRvd7d+M/Px83NzcKCsrw8jo9pycr5Zd5e3jb3Op+BLB7sG83f9tLA3bLilda9GpVBR8/jll239G6uKC44f/xmTgwHbtU1OnIzb0GhcjspAbGzD4MW98+zvcsrCtqakhJSWF5ORkUlNTsbW1pXPnzrh3ciHxUBhxEQcwMbdg2Iyn6TJ42G0JZ71ahyoyC9Xv2YgMxJiNckMxyLFhGUoQBK5cucKBAwdwc3Nj1KhR7Nq1Cy8vLwYPHkxlZSWRkZGcPXsWuVzO8OHDCQgIaLaMAsBXX33FBx+8zapvJuPsHIdeX4OT01Q8PBYhlzVt0bukqmbZtXwOFldgJZXwvKs9c5xtMG5lrSeNTs/uC7l8F5lKWmEVzhZGPB3owdSATh1J+m6fjiWn+432mEu1Ws28efPYu3cvu3fvZujQoXfUXnV1NWvXrmX48OH0aGfT+t3kj8tLgwYNYsCAAfeURaYlBEHgu9/TWBaeRC9XC9bM6IutadsvjQmCQEZGBvHx8SQlJdFdco2gql1I0CEa/wWintNuK2eNm5sbX3zxRbOO6a1Bq9ey/tJ6vr34LeYyc94b+B4jXEfcdnt3QlVsLPlL3kWdkYH5lMnYv/46EvNbz8p7KxRlVxK5JRHltQqcfS0YNs0XS4fbi77R6XSkp6eTnJxMUlISIpEINxsrSs/HUJKVTic/f4KefhZrl9tLU6ApqqF8bxq1SaUY2BlhMcELQ5//CVC1Wk1UVBSxsbEYGRnxwgsvNBLISqWSAwcOcPXqVaytrQkODsbHx6dZkRUVFcUjjzzC44+P4aWXvcnP/xmxWIZrp6dxdZ2HgUHTztLnKqpYfi2foyUqbGUGvOhqzwwnawxbKWz0eoEjiQWsjkrjdHop5kZSnhrgyqxB7tiZPhjL9m3IgyNo5s6dS2hoKHZ2ds0mrduyZQufffYZgiBgamrKd99911C5tTlCQ0NZsmQJer0ejUbDokWLWLhwIVFRUbz00kvExcWxfft2HnvssYZ9QkJCOHXqFIGBgYSGht7ScbT1XKpUKsaOHUtWVhanTp3CwaFtIkIKCgr46aefmD59Os7tXOemvblecyk8PBwnJycefvhhzNv54tNe7I/P4+VfLmBtImfd7AB8HUxvvlMrKCgoIC4ujvj4eIyMjPD398fPzw9LS0soz67PWZMRXZ+zZtwXt1w2YcqUKVhaWrJ27do7HmtSSRJvHX+L5NJkxniMYXG/xVgZ3n0nTX1tLUXffEPxuvVILC1xeOtNTMeMadelWkEvkHA8l1O70tCodfR+2I0+Y9zuqIq3IAgolUoSEhKIi4tDUqxEn5mKXqOhz7hHGDjlSWRGt56jShAEahNLKAu9iq64FkM/ayzGeWBgXW+lq6ys5JtvvsHW1pba2lrGjh3bKH/N9d/twYMHKS4uxsvLi+Dg4EbV6/9Ibm4uAwcOxNXVlZ2/fYdSuZqCgn1IpVZ4uD+Ps/M0xOKmbwJiyyr57Fo+0WWVOMqlLHKzZ7qj1U2Xov7IucxS1vx+lQOX85FKxEzp7cy8IZ542bZ9fqe/KQ+OoImKikKhUDBz5sxmBc2JEyfo2rUrlpaW7N+/n/fff5+YmJhm29RoNLi5uREbG4uLiwt1dXWkp6fj6+tLeno6FRUVrFixgokTJzYSNBEREVRXV7N69eq/VNBcDy2WSqWcPn0aWRtHXyQmJrJv3z7mz59/Q5Xd+4Xy8nLCwsIoKSlh7NixeHq2nF7/fiAuu4x5P52hWq1j1fReDPdtfTTSH6moqCA+Pp74+Hhqamrw9/fH398fe3v7GzfW6+DY5xD5KVi4wpQfwaXvjds1w+rVq/n6669JSEi4rbH+GY1Ow9pLa1kTtwZTqSmL+y1mjEf7ionmqElIIP/d96hNSMBk2FAclryLzKV9bwKqK9Qc35FCymkl5rZGDJvuS6eudy7qBEEgKyuLc7ExpBw5gLg4H5nCjOEzn6b70JG3Nb+CVo/qeA6qI5kIegHToS6YDu9E+OEDiMVigoODSUxM5MCBA7i6uhISEtIokEGr1XLmzBkiIyOpq6ujT58+jBgx4oZK9lBv+enbty86nY6jR49iaJhPatoySktPYmjogpfnK9jbT2gyIgrgeKmKz67mc7qiChdDKa+4OfC4g9VNC2D+kWtFVaw9dpUdZ7PR6PSM6mrPwqGe9O2IjLoZD46ggZuXFfgjpaWldO/enZycnGa3KSkpoUuXLmRkZDS7tj979mzGjx/fSNAAREZGsmLFir9M0KSlpTF06FB8fX05fPhwu+VKiYqKIjk5mdmzZ983yzNQf2I+f/48ERER9OvXj8DAwBbX4e838spreHrDGRLzK3h/YjdmDnRv1X4ajYaEhAQuXrxIfn4+Xbt2pUePHri5ubXuYpV5CnbOA1UeDHsDAl8Byc2/F0qlEldXV0pKSpq8EN0uKaUpvHfiPeKL4hnuMpx3BryDvUkTgqydEbRaSjZvpvDr/wNBwPaf/8Rq5gxE7fybybpSwu9bkygvrMEnwJ7Ax30wNmubGxutVsvpoxGc/nULmrIS5HYODHhiJr0HB97W+UZXXkf5/mtUXyhEZGrAMf1lxr88tSGUW6PRcPToUeLj4xkzZgx+fn6N9q+uriYyMrLh5m3YsGH069fvhvOSXq9n1KhRJCcnExUVhYeHByUlx0lNW0Zl5WUUiq54eb2GtVXTfkKCIHC0RMVn1/K4qKrBzVDGS+72PGZ/a8KmqLKOjSfS2Xgqg7JqDX3cLFkw1JPRXe07HIib5u4LmqMb1lCQcfVW2rspdm6ejJi94Kbb3YqgWbFiBYmJiTc1cc+bN489e/YQFBTE+PHjmTZtWqMf670oaM6fP09QUBBjxoxhy5Ytd9TWzRAEgZ07dyKRSJg0adJ9EflUXl5OaGgolZWVTJo0qWmLw9+Aqjoti7af5/CVAmYNdGPJeD8Mmln7Lykp4fTp01y8eBEXFxd69eqFj4/P7YnUmlIIew0u/QouAfDoarC+uWO1u7s7y5cv5/HHH7/1PltAp9ex+cpmVp1fhYHYgFf7vsoUnyl/yXdVk5tL/r8/pDIyErlfVxw/+DdG/t3btU+tRsfZ8AzOHcjAQCph4KNedAt0QtRGF029XsfZfXs48csWtOo6cHSl9/hHCeg/oMVEfs1Rl15O+sazmFRLkXmYYTHBC5nT/9rJyspi9+7dOPw/e+cdFtWZtvHfwNB7700FFRFFsUPsUbGLsZvYYswm0dTdzbrZ3WSTfJtNsjHFTTNqTNRo7EYQKyACIkivKm3onSkMMMyc7w8iG6M0BUvMfV1ccDFzzvvOOzPvuc/z3M/92NsTFBR0i+1EZWUlYWFhXLt2DQsLC6ZMmYK3t/ct7/eyZcs4efIk586dY+jQoQiChvLyn8jN/QhlYyHm5qPo1/ePmJnd3h1bEAROVUv5MK+MFLkSV31dXnSz63bEpqG5hR/ji9gWlYukRomHtRFrxrkTPNwZQ92H5ybxHuDel23nJyWgqK/tzvk6hZG5BR5Dh3f6vNamZXs6Lf88f/48b7/9Nnv37u3Ug2XOnDlMnz6dpqYmPv/8cy5dusS8efPaHj9y5AheXl633C3k5+cTHR3NsmXLOp33L3G3Zdvnzp1j2rRprF+/vq2PVW9CJBLh6elJVFQUzc3NPdqUsadxIypz4MABBg4cyLx58x7aVFlXoCvWYqavIw1NLeyIzieluJ7JA23RE7dGojQaDdnZ2Zw8eZLIyEgcHR2ZNWsWI0eOxMbG5s6jejoG4D0XrDwheQ9c/gaMrMBhSIeC4YsXLyKRSJg7d+6djdsOtERaDLUdynT36aRXp7Mnaw9Xyq/gZ+eHmd691Uppm5hgOnMmel5eyE6epGbXLtT19Rj4DUOrlwz5tLS1cO5vQb9htlRKZKSGF1OQXoONizFG5ncvHBeJtHDyGojvpMdRSqVUpiVSmZlG7JUrlNZJMTIywswUiofRAAAgAElEQVTMrMsEsqqxjoMZYYyeEkBTajXyiyWo5Sp0XUzQ0tXGzMwMPz8/SkpKCAkJwdzc/KY908jICF9fX5ydncnPz+fy5ctcv34da2vrm7RxwcHBVFRU8PzzzzNmzBg8PPpgbNwfJ6dl6OraUFFxkqKincjl2RgbD0RX9+aqOZFIRD9DfVY4WjHExJArsgZ2lVRzoLwWQ20tBhjpo92F16yjrcVQF3OeHO2Gl70J6SVS9sZJ+D62EGmjin42xhjr/05seNTKtrsSoUlJSWH+/PmEhobi5eXVrfNXVVXh4eGBTCZr+9+DFKHZt28fa9asuauy7DtFfX0927ZtY86cOXh6et7TsbuCRyUq0x72XCrkjaNpeFgb8fHCgVTnZ5GQkICpqSn+/v4MGjSod1KG9UVw5A+QFwFe02HOp+06DH/11Vd8/PHHPaajuR00goaDVw/yYfyHqDVqXvB7geUDl6N9B064dwu1TEblRx9Ru/cHxHZ22P/tDUwmTerVMQVBICeunIsHr6GUNTMo0InRc/ugb9RzfjnFWRmc3f45lQV5mLm402DjhI6pOf7+/vj6+nZqTLlnzx769u3LqFGj0DSokJ4pRB5bgpa+GNOpbhiNdECk3UoUOovWaDQakpKSOH/+PDKZjIEDBzJlyhSsrKzanrNlyxY2b97Mjh07WLRoUdv/W1oUFEq2U1j4NRpNIw4OC/FwfwF9fQduB0EQOFMt5cP8cpJkDTjr67DR1Y4l3RQPC4LAlcJavonK42RaGVoiETN9HVgb4IGvc8fmib9xPFrGep1FaAoLCwkKCuK7775j6NCbw4iTJ09mypQpmJr+rzpDLpcTHR3dpqyPjo4mNjb2pvM/KBGaTz75hE2bNrFjx45bOnjfC+jr6+Ps7MzBgwfp37//A9OZ+1GLyrSHwc5meJmLOJRYwp44CTY6jSyfO43HHnsMe3v73utHpW8KvovBwALid0Did62RG+tbSa+rqyt//etf2bhxY685UYtEIgZZDWJWn1lcr7/O3qy9RJdGM9Rm6D2vhNLS08N4/HiMxo2lITqa2u++oyk7B4Phw9C+g1RNVyASibB2NsY7wJGWZjXpEcVkXCxF30gHa2fjHknDmVrbMHjyNIwtLMmLj0UlycXF3p5KZRNhp08jl8uxsbG57XtcUFDAlStXmDt3LlpaWoh0tNHvb4nBIGtUxXIUsaUo06oQWxkgtjLoNFojEolwcHBoa1WSlJTEpUuXUCgUODo6oqury+jRo/H09GTNmjWYmJgwatQoALS0dLGwGIWj4yI0mmZKSvZTVLwLlaoeExNvtLVv3uNEIhF9DfVZ7mDJMFMjUmRKdpVUs7+sBj0tLQYa6yPuwvqKRCIczQ2Y6evY5v59PLmUb2MKiL5WjYm+Dh7WRmg9BOn9HsajE6FZunQp4eHhVFVVYWdnx5tvvsnatWvb0i4bNmxg3bp1HDx4EDc3NwDEYjHx8fFoNBo8PDzIysq6Sfwrk8lYvHgx169fx8DAACMjIz7++GP8/f25fPky8+fPp7a2Fn19fezt7dvuLAMDA8nKykIul2NlZcU333zDtGnTuvQ6uruWgiDw+uuv8/nnn3P8+PG79pi5WyQmJnLx4kXWrl17xyZpPQW5XM7Ro0cf2ajMDUgkEqKioigpKcFj8Ai+SNNwrVLBX4IGsjbA495pSSoy4dDTUJYKfith+v+B3s3k0tvbmxdeeIFnn32216cjCAIheSH8K+5fKFQK1vuuZ+3gteho9Y67b4dzUamo3rGTqq1bEWlrY73xBSxXrOh10XBVkYzIvTmUXq/Hvo8pjy3pj41rzxF+pVxG9P7vST4Vip6xMf7znqBObEBScjIDBgxg3LhxWFu3mtsJgsD27dsZMWLEbf2tBEGgMaOGupCfy7z7W2A2sw86tq3E4ka0xsHBgZkzZ96WMMlkMsLDw7ly5Qq6uroEBgYyatQodHR0iIyMZPbs2Tz33HO88847t3wvlMoi8vI/pbT0ENra+rg4r8LV9Wl0dG5vUSAIAuE1Mj7MLyNe2oCjng7Pu9qyzKHrPjZt825Use+yhJ3R+RTVKnG1NGTVWHcWjXDB+NEx6nu0qpzuFGlpaWzfvp3//Oc/93sq3VpLjUbDs88+y8GDB7lw4cID8x6EhoZSXV3NsmXL7nkn6hvIzc3lyJEjDBkyhAkTJvymKpi6AkEQuH79OlFRUdTX1zN27FiGDh2Kjo4OiqYWXt6fRFh6OcHDnHlnvk/vOwvfQEtza2l31Edg4QbzvwLXUW0Pv/jii2RkZHDq1Kl7Mx+gWlnNe3HvEZofipeFF2+Ne4tBVoPu2fi/RLNEQtnbb6OIiESvf3/s//53DIf59eqYgkYg+1IZ0Yeu0ShX4TPemVFzPNAz7DliV1mQx7mdX1KUkYate1/GLV+FpFZKXFwcbm5uBAQEIJVKCQ8P55lnnumQZAstGuTRJUjPFSI0qzEe7YjJZFe0jXRQqVScOnWK69evExwc3K5HVmVlJadPnyYnJwdTU1MmT57M4MGDyczM5LHHHmPhwoV88cUXt52HQpFLbt4WKipOIBab4ub6NM7OTyEW3746TxAEImvlfJhfRly9Agc9Hf7gYstyR6suOw/fQItaw+mMcrZF5ZFQUIuJnpglI114cow7LpYPRlS8F/E7oXnY0NW11Gg0PP300xw/fpz4+HhcXe/MsbM3oNFo2L17N3Z2djz++OP3fOyIiAiuXLnCvHnzHvi2BT0NjUZDZmYmUVFRaDQaxo0bh4+Pzy3EUqMR+OTcVbacucpQF3O+XDkcO9N76FxaEAOH17dqbAJegvF/BrEuCQkJTJgwgbq6untOQs8Xnuefsf+kprGGld4reXbIsxjq3PuLhCAIyE6fpvzd/6OlrAzzJxZi8/LLiC16t5VDU4OKS8fySIsoQt9Yh7HBd9ZCoT0IgkBObBQR321HVl3JgHHjGbNoBTn5BURHR9PY2EhgYCABAQFdGlMtb0Z6phDFpVJE+mJMJ7tiPKa1jUJ6ejohISEEBAQwevTods+Xl5fHqVOnKC0txcHBgalTpyIWi/H392fOnDl89dVX7d6UyWSZ5OZ9RFXVWXR0rHB3fxYnx2Voa99eIyQIAlE/E5vYegVWOmKecbFhlZM1puLuf9aTJHV8E5VHSGopgiAweaAdq8e6M6av1UNRbXoH+J3QPGzoylpqNBpWrVpFWFgYiYmJODo63qPZdR1KpZJt27YRGBh4i16ptyCVSttKyBcsWHBHJaMPKzQaDampqURGRmJoaEhAQABeXl6dbmwn00p5eX8yxnpivlw5HD/Xe9j/qFEKYa9D4vetFVDzvwLbATg6OvLll18ye/bsezeXnyFtlvKf+P+0Nro0cmTz6M085nx/0rgahYLKrf+l5ttv0TYxwfa1VzGbPx9RL0c9KwtlROzNpjxPikM/Mx5b4oW1c8+loVSNjcQdO8DlYwfR0tJm1PxFaDm6ERsXB4CBgQETJkygb9++Xbowq8oU1J3IpelqHWIbA8yCPNAfYEldXR0HDhzA2NiYuXPntqvr02g0pKWlcfbsWerr6+nbty9Dhgxh6tSpTJ8+nR07dnQYaa6vT+R67ofU1sagp2ePh/sLODgEo9VB6vJSnZwtBeWcr5FhKtZirZMN65xtsLqDMu3SeiXfxxawN05CjaIZLztjnhrrznw/p99a2ffvhOZhQ2drqVarWblyJefOnSMpKanHWhn0BiorK9m5cydLly7F2dm5V8fKycnh2LFjbSZ59yvVda8hCAJXr17l7Nmz6OnpMWnSpK6b4P2MrDIpT++Kp1zaxP/NH0zw8N59r25B5nE4vgma5DDxLyzbGotIS7vXPZQ6wpXyK7wV8xbX668z1W0qfx75Z2wN78xx+W7RmJ1D2VtvoUxIwMDPD/t//B39/v17dUxBI5AZU0rM4es0KVQMesyJUXN6thqqvqKM8F3fcO1yDCJ9Q0Y9sYzRM2aTlZXF+fPnMTExYfLkyV3aOwRBoDG7lvqfcmmpUqLnaY75zD5o2ehz9uxZ0tPTCQ4O7jCSrVKpuHz5MhcuXECpVNKvXz/eeustRowYwa5duzqNGNbURHM99z9IpYkYGLjSx+NF7OxmIRK1f1yyrIFPCso5UVmPobYWKx2teNbFFnu97q9zo0rN8eQSdkbnk14ixVRfzOIRv6l01O+E5mFDR2upVqtZvnw5kZGRJCUltduz5EFCdnY2J06cYN26dTdVkPUU1Go1Z86cISMjo9MN67eGwsJCzpw5Q2NjI5MnT+5SRKY91CiaeW73FWJyq1kb4MGfZwxAp5v5/buCvAJ+egmyfqLGsC/zdpYSmVF678a/DVRqFTvTd/JlypeItcRsGraJRV6L7kuJt6DRUH/kKBXvv49aKsVy5Uqsn38ebeOec1W+HRoVKuKOt6ahdA3FjJ7bF+8Axx51so09FUr03m8RGuS4eA9mwlNPY+3qTlJSEuHh4Tg7OzNp0qQ28XBHENQa5DGlSM8WIjS2YDTSHtMpblwvzefYsWOMGjWq05RWY2MjFy9eJCYmBo1GQ0pKCnp6el0iNYIgUF19nuu5HyKXZ2Fk5ImH+wvY2s5ot50CQLaikU8LyjlcUYs2IpY4WPK8qy2uBt33CRIEgYSCWnZE53MyrQyNIDB5gB2rx7kz9uFORz1aZdu/BbS3lhqNhpUrVxIREUFKSspDs97W1tao1WrCw8Px9fXtUV1EbW0tu3fvbiN6XdnwfgsoLy9v006NGTOGmTNnYmNjc1cblYGuNnOHOiJrbGHHxXzi8mqY0N8Wo3tVQaFrBIMWgLUn+lePsqyvlPLqekwHToQOLgS9CW0tbYbbDWe6+3Sya7LZm7WXqOIofKx9sDa4t581kUiE/sCBmAUvQFNXT+2ePdQfPYqOnS26/fr12kVKrKuNm48VffxsqCpsNeXLS67C0sEIE6ue0VxFJyTiO2U6nt4+ZMVc4ErIURQ11fgFjmdsQCAymYzjx49TXV2Ng4NDhz42Ii0Req6mGI2wB5UGRVwZithSrCwsGTZ9NBdjo0lLS6Nv377t9rYTi8X06dMHPz8/mpubUavVmJiYcPTo0bbeeO2OLxJhaOiBk+NSjIz6UVt7ieKS3VRUhqGja4WR4e3TaNa6YoJszFloZ0GDRsO+0hq+Lq6kQNlEP0P9bqWi2sq+BzuwyN8ZfbE2pzPK+f5SISGppa2GgDbG6Iofuih2l8q2fyc0DxBut5Y3NDNnzpwhNTX1obtwu7i4kJ+fT05ODgMGDOiRzTcvL4/du3fj7+/P9OnTe7zx5oOIuro6QkNDCQ8PZ8iQIcybNw9HR8ceu5hpa4mY0N8WNytDdl8q5NCVIoa5WuBofo/K70UisPNGNGQpl0K+Z5A8Cq6fB9cxYGjV+fG9BDM9M2b1mYW7qTsn80+yO3M38mY5Q22HoqN9b0u8tQwMMJk0EeOAABRxcdTu3k1DfDwGPoMQW/XeGhma6tJ/tD2WjsbkpVSScq6IuvIG7DxM0TW4c9IrlUo5ffo08+bNw7n/QHwnT0OjVpNyJoykUyFoa2szYsIk/EeMoKysjOPHj6NQKHBwcOiQWGjp/uxfM8QGdU0jithSWtLqGDZ6OFLdRk6ePImbm1uHnlR6enp4eXnh4+NDXV0djY2NREZGYmBggIODQ4dpbZFIhLGxF85OyzA07ENtXSzFxbuprDqNro41hoZ9bvu9NdcR87i1GUscLFEL8GNZDV8XVZGlUOKqr9ftVJSJvg5j+1nz1Fh33K2NSC+R8sNlCd/FFFAha8LZwgBLo7t3i75HeHR8aNasWcNPP/2Era1tu07BR48e5Y033kBLSwuxWMyWLVsICAgAWsP369atQyKRIBKJCAkJualV/a+RnZ3NM888Q11dHU1NTQQGBvLVV19RXV3NwoULuXz5MqtWreKzzz5rO2bz5s3s2rWL2tpa5HL5bc/767XUaDSsW7eOEydOkJyc/EBrZjqCSqVix44dDBw4kMDAwDs+jyAIXL58mcjISIKDg/Hw8OjBWT6YUKlUXLhwgfj4eEaMGMHYsWM7dVu9W2SUSNnwfQKl9Ur+NsubFaO7p8u5W2z97DMKTnzIv8droKURJv0VRv8B7kO655eob6pny5UtHMg5gIORA5tHbWa8y/j7MhdBraZu/34qtnyMRi7HcsUKrJ9/Du1eNo5UNau5ElZAYlghIi0YPsOdoVNcEN9B6X94eDgKhYKZM2fe9P/a0mIivt/B9fhYTG3seGz5arxGj0MulxMeHk5WVhYTJkxg+PDhXdLLNeXXU38ij2aJDB17Q+oGaXMs6TQzZszAx6drvbRSUlL45JNPcHZ2xtzcnIkTJzJ48OAujS8IasrKj5OX9ylKZT7Gxt708XgBa+upHX6vqppb+Lqokh3FlUhbNARaGPO8qx2PWdyZCeINF+LvYgoISS2jWa1hdB9LVo525/FBdvc2zdx9PDoamsjISIyNjXnyySfbJTRyuRwjIyNEIhEpKSksWrSIrKwsACZMmMDmzZuZOnUqcrkcLS2tDt1up02bxh/+8Ie2vjOpqakMHjwYhUJBYmIiaWlppKWl3URoYmNjcXNzw9PTs0uERhAENmzYwOHDh0lKSnogq5m6A6lUyvbt25kwYcIdVT6p1WpCQkKQSCQsWbIES8t76+x6ryEIAtnZ2YSFheHk5MTjjz/eKzqk9lDfoOKl/Umcy6pggZ8T78wfjIHuvSEUtbW1ODg4UJgeh+2ldyEnFFxGwdz/gnW/ezKHjpBYkchbMW9xre4aU92m8qcRf7ovXbwBWmprqfxoC3U//oi2lRW2r76C2Zw5vV4NJa1ScvHgNXITKzG11ifgCU/cfa27fKFVq9V8/PHHrFixol09YGFaMuHffk1lYT5OA7yZ+NR67Pr0o7y8nJCQEFQqFUFBQV0WDitTq6g/mY+6phGRqyGnFPG4DuvHpEmTujTv4uLitv5+Ojo62NnZMWnSpC7r1zSaFsrLj5GX/xlKZQEmxoPw8NiItfXkDo+Xtaj5rqSarySVlDWrGGxswHOutsyyMUd8h3qmKnkT++Ml7LlUSFGtElsTPZaMdGXpSBcczO6vKWo7eHQIDXSv23ZMTAxr1qwhMzOTjIwM1q9fT1RUVJfH8vX1ZceOHQwffvummTt37iQ+Pv4mQnMDxsbGXSI0f/nLX/jyyy9JTEz8zYhdq6qq2LlzJ3PmzOlWLy2FQsH+/fsxMDBg/vz5vR6huN+orq7m5MmT1NXVMWPGDPr06XNf5qHRCHx67hpbzuYwwN6UL1cMx9Xq3lRM+Pn5sWTJEv70xz9Cyj4I/SO0NMHkv8GoDfc9WqNSq/g241u+SP4CsZaYF/xeYEn/JfdFNAygTE2j7O1/0pic0loN9bc30L8H+7Iks4YL+69SW6rAxduScQv7YeXYuWVCRkYGcXFxrFq1qsPnaTRq0s6f5uK+72mor2PQ+MkELHkSIwtLUlNTOXPmDH379mXKlCkYGXUukhZaNMhjfxYOK1soNpVS7Kxg5uK5XdpXCgsL8fPz49lnn8XW1paampo24XJXv6caTQtl5UfIz9uKsrEQExMf+nhswspqYofEpkmj4WBZLf+VVHCtoQk3fV2edbVlsb0lBncYXVFrBCJyKvgupoDwnEq0RCKmDLRl5ehWEXFPCsDvEvee0NQdv05ziaI75+sUuo5GmM/u3CCtK4Tm8OHDvP7661RUVHDixAnGjBnDkSNH2LZtG7q6uuTl5TFlyhT+9a9/dShg3bFjBy+++CJjx47l8ccfZ/Xq1Zib/69x2N0Smk8++YQ33niD6OhoBg26P66lvYWioiL27t3b5XLusrIyfvjhB3x9fZk4seMv/MOO5uZmLly4QEJCAgEBAYwaNeqBcDk+n13Bpr2JAHy8xI+JA3q/wu7vf/87oaGhxP3sT4K0FH56EXJOtupq5m4Fq/tvnCiRSnj70ttEl0TjY+XDX8f89b45DQsaDfWHD1PxwYeo6+uxWLIYm40b0Tbv3aaGarWGtPBiLp/Io7lRzaBAR0bO9sDAuH1t27fffsvw4cO7nPJpamjg0pH9XDlxBJG2Nv6zFjBizgIEkRbh4eGkpKQwfvx4/P39u5QG0jSokIZLkF8sQSNouGZcyZDVj2Hl0LkeND09nTFjxvD2228zbtw4IiIikEqleHh4MGnSJFxcXLr0mjQaFWVlR8jL30pjowRTE188PF7olNhoBIGTVfV8VljBFWkD1jpi1jlbs8rJGnOdO9c0SWoa2H2pkP3xrZ42HtZGLB/lyhPDXTDrQefoO8TvhKY9REZG8tZbb3HmzBkOHDjA2rVr2yIhixcvJigoqNMmjyUlJZw8eZKjR4+SnZ1NcnJyG8O/G0KTkpLC2rVrCQkJue+9mXoLV69e5ejRozz11FMdCsozMjI4ceJEt3LdDyMEQSArK4uwsDBcXFyYOnXqPU0vdQWF1Q1s+D6BzDIpmyZ7snGSZ6/evZWXl+Pm5sb169f/Z2EvCJD8A4T+CdTNP2trnr3v0RpBEDiZf5L34t6jprGGhV4L2ei3EXP9+9MdWV1fT+Wnn1G7Zw/apqbYvPwS5sHBiHqZHCvlzVw+nkfahRJ09LQZMdOdwROc0f5VRU1lZSW7du3ixRdf7DZhrysv48Leb8mJuYChmTnjFq3AZ+JUqqqrCQkJoampiaCgoC6TipaaRurD8lEmV9IoUiEeY41bkA+iTqqAIiMjCQoKYvv27cyfP5+EhAQuXLiAQqHAy8uLiRMn4uBw+87cv0YrsTn8M7EpwsR4EO7uz2FjM7XDcm9BEIipU/BZYTnnamQYaWuxwtGKZ5xtcNS/80KJphY1oallfBdbQEJBLXpiLWb5OrJslAvDXC3u103l7ymnjtCnTx/i4uK4du0af/rTn4iIiADgu+++IzY2lq1bt3Z5bB8fn7Y7DrhzQpOYmEhAQMAtrex/i0hOTub8+fOsWbPmlou3IAhERESQlJTE4sWLu7wxPIyQy+WcOHGCqqoqgoKCHmihs7JZzeYjqRy6UkygpzVbFg/Fyrj30n9jxoxh0qRJvPPOOzc/IC1p9a3JOQmOw2DOp2B//wmvrFnGf5P+y96svZjomrBp2CYWeC5A6z6VnjdmZVH29tso4xPQ8x6I/V/+gqG/f6+PW1Oi4OKBqxRm1GBma8C44H436WtCQ0PbjCDvFCU5WUR8v52S7AysnF15bPlq3IcOJz09ndOnTzNgwACmTJnS5QrIZomMssOZaJU00WIItrP7YzDEBlEHpH3fvn1tBSkTJ06kubmZS5cucfHiRRobGxk0aBATJkzochWwRqOirPwo+fmfo1TmY2TkhYf7cz/72HRM/NLlSrYWVnC0ohYtRMy3M2eDiy3exnenh8kokfL9pQKOJZUgb2rBy86YpSNdWeDnfK+jNr8Tml/i2rVrbXbaV65cYfbs2RQVFaHRaBg2bBhnzpzBxsaG1atX4+/vz3PPPcfrr7/OyJEjmT9//k3nOnnyJJMnT0ZHR4eysjL8/PxITExsq0K6E0LT0NDAhQsXyMrKYtOmTT2wIg8+Ll68SHJyMqtXr27rzq3RaDh+/DgVFRUsXbr0N9vCQBAE0tLSCAsLw8/Pj/HjxyPu5e7KPQFBEPjhsoS/H0vHwlCHT5cOY6RH7wi0t27dyqefftom3v/VRCDtYGu0prEOxm2Cx/4IOvewJ1U7yK7J5t1L73Kl4go+Vj5sHr0ZH+v7Q7gEQUB6IoSKDz6gpawM06AZ2L76Kjr3oMigIK2aiweuUlvWgPMAC8Yt9MTUVpePPvqIDRs2YGZmdlfnFwSBa5djuLBnJ7WlJbgM8mX8ijWYOjgRFhZGYWEhc+bM6bBi9dfnq7oiofxIFuYqA3QcjDCb7o6eV/tRiS1btvDGG28QGRmJn19rI1GlUklMTAwxMTG0tLQwZMgQxo8fj0UX+3FpNC1UVISQl7+VhoZrGBr2wd3tD9jZzUZLq+M9olDZxJeSSvaU1qDUaBhvYcIGFxsmWJrcVWRF0dTCTykl7ImTkCypQ0+sxczBDiwd5Yq/2z2J2jw6hGbp0qWEh4dTVVWFnZ0db775JmvXruWLL74AYMOGDbz33nvs2rULHR0dDAwMeP/999vKtk+fPs0rr7yCIAgMHz6cr776Cl1dXWbNmsXmzZsZM2bMTeO9/PLLnDhxoq1F/WuvvcaKFSsAcHd3RyqV0tzcjLm5OadOncLb25s//vGP7Nmzh5KSEhwdHVm3bh03PIAaGxvJzMxEqVQyduzYe7Rq9x+CIHDq1CmKi4tZuXIlAAcOHECtVrNo0aLfrL/MjahMdXV1m5/Mw4b0knqe230FSa2SVx/vzzOP9enxFJRSqcTa2pqYmBh8fX1v/6SGGgj7CyTvBat+MPsTcB/Xo/O4EwiCwIm8E3wY/yHVymqCvYLZ5LcJc31zBEGgoaEBuVyOTCajqamJpqYmmpubaW5uvunv5uZmNBoNgiC0/RaJRDf9iMVidHV1b/rR09Nr+9vAwABjHR1aDhygfsdOAKzWrsVq3Vq0Oqjm7Amo1RrSI0uI+ymX5oYW7AbqozQtZMWqJT03RksLKWdCiTmwF6VMysDAiQQsWUlpdS0nTpzodrRGoVAQ/tVPDKizQ69JG70+ZphOd0fP9fZp4FdeeYUdO3YQHx9/kzBYoVAQFRVFXFxc27UlMDCwy+lkQdBQUXmS/PytyOVZGBi44u72LPb289DS6vi11Kpa+K6kmm+KKilvbmGgkT7PuNgw384CvbusgEsvqeeHOAlHEouRNbXQz/ZG1MYJC6Ne27MfHULTW5g2bRphYWG9OoZKpSIjIwMTExOampp+s2vZHgRB4PDhwyiVShobG7G0tGTOnDkPhBi2p/GwRmXag6xRxZ8PpXIipZSJ/W34z6KhPb6h3dBDfPnllx0/8drZVkKw1hsAACAASURBVNFwXSH4r4Ep/wD9u4sA3Cmam5upqamhurqaosoijpQf4WLjRfQEPYY1DMOx2hEDPQNMTEwwNjZGX1//tmTkxm9tbe028nIDgiC0/bS0tNxChH75t1KpRCaTIZPJMJArGJqSgv21a6hMTambOxediROwsrbGysoKc3PzXvnuNSpUXD6RR8p5CdpiESNn9WXIJBe0dXouHdfUoCDuyI9cCTmGgMCwoLn4TptF+IWobkdrmpubObDvRxxrTfCqt0WjUGEwyArT6e7o2NxKApctW0ZkZCRXrly5pQy9vr6eyMhIEhMTEYlE+Pv7ExAQ0KGx3y8hCBqqqs6Sl/8ZMlka+nqOuLltwNFxIVpaHad8mzQajpTX8bmkgixFI7a6YtY62fCkkxUWdyEgBmhobuGnlFL2xhWSWFiHrliLGT72LB3pyigPy56O2vxOaB50qNVqMjMz0dHRoX///o/sWtbW1vL5559jYWHBM88885tsLvlbiMrcDoIg8H1sAf/8KRNrY10+XTaM4W4917X74MGDPP/88xQXF3f+uWhWwPl3Ifa/YGwHMz+EATM7PuYuIJPJKCsro6qqiurq6rYfpVKJpaUlVlZWWFpaYmpqSq12LTuLdpJWl8ZAy4H8dfRf8bVpJ+rUi2hqakIul1MXE0PT1v8iysuj0cOD/EkTkejpIZVKMTc3b5u7lZUVNjY22Nvb37Vdglqt5sN3P6O/aSBFmXWYWOkzel4fPIfbdahV6S6kVRVc/OE7MqLC0Tc2YUzwEvRd+3IyLKxb0Rq1Ws3x48epq6xhtvNjNMZUILSoMfK3x3SyK9pmN6/HpEmTKC8vJzY29rZkpaamhgsXLpCUlIS2tjb+/v6MGzeuG8RGoLomgvy8z6iXJqKna4er29M4OS5GW7vjSJsgCETUyvi8sJKIWhkGWloscbDkGRcb3O+gZ9SvkVUm5Yc4CQevFCFrbKGPtRFP+LsQPMwJW9MeSQP/TmgeZGg0GnJyclCr1Xh7eyMSiR7JtaysrGT37t0MGzaM7Oxs+vbte1diwQcRmZmZnDhx4jcRlWkPqUX1/GFPAqV1jfxp+gDWBXr0yB2aRqPBxsaGffv2MWXKlK4dVJQAx16AinTwngsz3geTuzO+k8lklJaWUlJSQmlpKaWlpbS0tODg4ID1z9GNGz9mZma3fe2CIBCSF8KH8R9Sqawk2DOYTcM2YaHfcwSwOxDU6tYy74+2oK6pwWz+fCw3voBMW/smglZRUUFFRQVmZmY4ODjg4OCAo6Njt0lObm4u58+fZ+3atUgya7h48BrVRXJs3UwYt7Afjp49uw7ledeJ/H47hWnJmNnaMWLeYnKlCiQSCQsWLOiyId+ZM2fIyclh2fwliOLrkF8qRaQlwnisIybjndH6WRyr0WgYOnQoZmZmnD17tl3SVFNTQ2RkJMnJya3tHUaMYNy4cV3WCwqCQG1tNHn5W6mru4SOjiUuzk/i7PwkOjqdRyUz5Eq+kFRwuLyOFkEgyMaMDS62+Jsa3vV3VtmsJiS1lB8uF3I5vxZtLRET+9vwhL8LkwbY3o0b8e+E5kGFIAjk5+cjk8nw8fFpu/N81NZSIpGwb98+pk6dypAhQ1AoFGzfvp2RI0cyatSo+z29u0ZLSwunTp3i6tWrBAcHd2kDfZhRr1TxxwPJhKWXM2WgHR8+MaRHKiFWrFhBY2MjBw4c6PpBLc0Q/TFE/Bt0DODxd8BvRWvPqE6g0WgoLy8nPz+fgoICSkpK2siLo6Nj2+/2iEtnkDfL+SL5C3Zn7sZQx5CNfhtZ6LXwvpnyqWUyqj7/gprvvkNLRwer9euxXPUUWvr/u7PWaDRUVla2EbqSkhIqKiowNTXF2dkZd3d33N3db/Lj+jVCQ0MxNjZua3+i0QjkXCoj9mguiromPIZYM2Z+Xyzse66LuCAIFKQkErlnJ5X5udi4eeAWMInL2dcYO24cY8aM6dJ7GBMTQ2xsLMuXL8dSbIr0dAENSRWI9LQxCXTGOMARLT0xzc3NeHp6MmHCBHbu3Nnhuaurq4mIiCA1NRWxWNxGbLpiEHgDdXXx5Bd8QXX1ebS1jXByWoqry1r09Dr3iiprUvFNUSW7Sqqpb1HjZ2LI0y42zLIxQ7cHouS5lXJ+TCjiYEIRFbImrI11WTDMmUX+zvSz7XaLjt8JzYOK8vJySkpK8PHxuanJ2qO0ljk5ORw9epR58+bh6enZ9v+6ujq2b9/OtGnTHmpTwerqag4cOIClpSWzZ89uE5D/1iEIAjsu5vN/oZnYmujzydKhDHe7uyqoixcvEhQURFVVVYdNCW+Lyhw4vgkKo8HjMZi15RZDPkEQKC8vJy8vj4KCAgoKCjA2NsbNzQ13d3ecnZ3vmLx0hOt113n30rvElcUx0HIgr496HT9bvx4doztozs+n/IMPkJ85i9jBAduXX8Z0ZlC7bRRukByJREJ+fj75+fno6Ojg7u6Om5sbHh4ebZVMgiDw8ccfs2zZsls0JqpmNclnJVwJK6ClWcOgQEdGzPTA0LTn9FiCRkNWzAUu7vuO+vIy7L0GIDe3w9jekXnz5nWJRKSkpHDq1CkWLVqEq6srqjIF9acKaMyoRstIjMkEF4xHO1BeXcnAgQN588032bhxY6fnraqqIiIigrS0NMRiMSNHjmTs2LHdIjYyeRYFBV9QXn4CkUiMg8MC3FzXY2jo1umxihY1P5TV8E1RFbnKJux0xax2smaFozXW3ej03R5a1Boir1ay/3IRZzLLadEI+Lmas9jfhZm+Dpjod+k7/TuheRAhlUq5du0anp6et+ROH5W1TE9PJzQ0lCVLltw2alFeXs6uXbsIDg6+b7b/d4OUlBTCwsKYOHEiw4cP/027G7eHJEkdG/cmUlynZNNkT56b2A/tu9BJuLm58fbbb7dVw3ULGg0k7IAz/2htnxD4Mg3D1pOTW0hOTg75+fkYGhq2RRnc3d3vmV3ADVO+D+I/oKKhghnuM3hp+Es4GN8/7yXFpTjK3/sXTRmZ6A8ejN2f/4RhO21efglBEKiqqmojN/n5+ejq6tK3b19sbW2JiYlh48aN7X4fGqTNXD6RR/qFEsS6Wgyb5saQyS7o9GAPMXWLipQzJ4k9tI+G+jrM3PshNbNmwbIVXRIMX7t2jcOHD9+0NzVLZNSfyqfpah1aprqYTnLlSuNVZsycwbFjx5g8eXKX5lZZWdlGbHR1dduITUd9BX+NhoYCCgu/pqT0IILQgp1tEG7uz2JiPKDTYzWCwLkaGV9LWnU2eloigu0seNrZhoF36WdzA1XyJo4kFrPvsoSrFXIMdLQJGuzAIn9nRnYsJP6d0DxoaGxsJCMjAycnJ+zsbs3pPwprmZqayqlTp1i+fHmH3cPz8/P58ccfWbFixUNjrNfc3ExoaCgSiYSFCxc+tN3RewqyRhV/PZLG0aQSRnlYsmXJ0DtufPfiiy+SmJjYZoB5J6jJT0cd+mdsyiOpEVmQ4rIK82Hz6Nu3b5eFmb2FBlUDO9J3sCNtBwCrBq1ijc8aDHXuTe+sX0PQaKg/dozKj7bQUl6OyeOPY/vqK+h2o6+cIAhUVlZy9epVLl++jFwux9PTk/79++Pp6dluBKK2TEHM4evkJVdhZK7H6Ll98Bpl36O2AM2NShJ+OsLl44doaW5CsLLDd8ZcJs8I6lR8XlBQwP79+1mwYAF9+/4v2teUW0d9WAHNBVK0LfWJUWey9r1NxCfE3/S8zlBRUUFERATp6eno6uoyYsQIxowZ0y2S3dRUQaFkO8XFe1CrFVhZTcTdbQPm5l0zVsxWNPJNUSU/ltWg1AgEmBvztIsNU6xM0e6BGzRBEEiS1LE/vojjya2mfW5Whizwc2bBMCdcLG/53D86hOaGW6OtrW27xnrh4eHMnTu3zYl1wYIF/O1vf0MikfDkk09SXl6OSCRi/fr1nRrblZeXtwrbJBJUKhXu7u6EhIQAMH36dGJjYwkICOCnn35qO+aTTz7hgw8+QCKRUFlZibW19S3nfRDWsjeRkpLC6dOnWblyZbsddn+JzMxMQkJCWL169QPfXbuiooIff/wRJycngoKCfrMeOt2FIAgculLMG0fT0BVr8V6wL9MGdZ/oFRcX069fPzIzM7tllFZcXExGRgbZ2dmoVCq8vLzwM63FMfFDRLV54LMQpr1716LhnkKpvJSPEj4iND8UWwNbXhz+IjP7zLxvbsMapZLqHTuo3vYNgkqF5fLlWD+7Ae1umuJ9/fXXBAQE0NzcTHZ2Nrm5udja2tK/f38GDRp0W+1NydVaLh64RkWBDCtnY8bM74urd8+WAzfU1xF7eB/Jp0LQCAIG7p4s2vQq1vYd30QVFhayb9++W1LmgiDQmFOL9FQBqmI55aoaPovbzZafvu62kWBFRQWRkZFtqajuVkUBqFT1FBV9h6ToW1SqGszM/HF324CV1fgO2yrcQK2qhe9LqtlRXEVJkwp3A13WOtmwxMESE3HPRM5uCIkPXikiJrcaQYCRHpYED3MiaHBbSurRITSRkZEYGxvz5JNPdkhoPvjgg5tIBtBWsTBs2DBkMhnDhw/nyJEjeHt7tzveM888g7e3dxvxSUlJaTP+Onv2LA0NDXz55ZdtYwmCwNGjRzE0NGT9+vXEx8c/coQmKSmJc+fOsXLlyi5bgQPEx8cTHR3NmjVrHljX4NTUVE6ePMnUqVMZOnTo/Z7OA4m8KgUb9yaSWlzPitGu/HWmN/o63dsQp0yZgqenJ59//nmHz6uuriY1NZWUlBS0tLQYNGgQAwYMwN7e/n8XQ1UjRH0EUf8BsQFMfqPVv+Y+94W6gcSKRN6Le4/06nR8rX3548g/MsRmyH2bj6qigspPPqH+4CG0TU2xfu45LJYuQdQFTZNMJuO///0vr776apvHTUtLC/n5+WRlZZGRkYGNjQ2DBw9m0KBBba7hAIJG4FpCBbFHryOtasTJy5wx8/th59Gzvc7qK8qI2vc9WVHhoC3GZ2oQE5euRFe//YiiRCLhhx9+YM6cOfTv3/+mxwRBQJlWjfR0Pi0VSgoaSvF7dhIGA6y6Tciqqqq4cOFC2+d52LBhBAQEdIsgqdUNlJTsp6BwG01NpRgZeeLqsg57+9mdetkAqDQCIVV1bJNUcVmqwFi7tex7tZM1fQ17Th9YXKfkSGIxBxOKyK1SoCfWYtogez5Z6vfoEBrovPVBe4Tm15g7dy7PP/88U6dObfc5c+bM4amnniI4OLhLYxUVFVFdXY2Pjw99+/Z95AhNcnIyZ8+e5cknn7zt6+4M4eHhZGdns2rVqrv2wuhJaDQazp07R3p6OkuWLLltGvF3/A/NLRo+OJXNV5G5eNkZ8+nSYfS37/rdZmhoKCtWrKCsrOwWcbBCoSAtLY3U1FTq6urw8fHB19cXBweHji8gVdfgxMuQFwGOfjDro9bfDwA0gobj14/z8ZWPqVRWEuQRxEvDX8Le6P6lMhuzsih/7z0aYmLRdXPD5pWXMZk6tcM1TkhIID8/v939Uq1Wc+3aNVJTU7l27RoeHh4MHjwYLy+vNosDdYuG9AvFxIfko5Sp6Otnw6i5fXq0IgqgIj+X0zu+pCwrHR1DI8YtXMaQqTMQtxNxLS4uZs+ePcydOxcvL69bHhc0ArWxheTsvoyziR26riaYTnFDz9O828SmpqaGqKgokpKSAPDz8yMgIKDLLRWgtV9UecUJCgu/Ri7PQk/XDheXp3ByWoZY3LXvYqK0gW1FlRyrqEMlCEywMGGNszWTeygdBf9LSR28UsTx5FKS//74vSc0oaGhlJWVded8ncLe3p4ZM2Z0+ryuEJobpbOOjo588MEHt1TR5Ofn89hjj5GWltahPXVYWBiLFy/Gz8+PKVOmsHr16puM0n5JaKqrqykoKMDb2xt9fX3c3d0fKUKTkpLCmTNn7pjMwM828idOUFNTw7Jlyx4IH5empiYOHTpEU1MTixYt6pZw71FHRE4lr+xPbtXYzPJmxSjXLm/uHh4evP7666xfvx6NRsPVq1dJSEigsLCQ/v37M3jwYPr06dM9c0ZBgNQDrS0UGqpgxNMwafN9cxr+NRpUDWxL3ca36d+iJdJijc8aVvmswkDcM0LN7kIQBOQREVR88AHN165jMHQotq+92q5weO/evfj4+DB48OBOz32jDUxqaiqlpaV4e3szYsSINj1ac2MLSWckJJ0upEWlYeBYB0bM9MDYomdvdDLjLxH61VaE+hqMLa0ZE7yEQROmoH2bvaeoqIi9e/cyf/58+vXrd/vzpWXwwbp/8PrUZ9FXidF1M8V0iit6/bpPbOrq6rh48SJXrlxBo9EwZMgQAgMDsbKy6vI5BEGgpiaKgsKvqK2NRlvbGCfHxbi4rEZfv2uaxYomFbtLq9lVUk1pkwoXfV2ecrRimaMVlnfpQvxLNLWo0RNr/05ofgmpVIqWlhbGxsaEhISwadMmrl692va4XC5n/PjxbN68mQULFnQ6Xk1NDSdPniQ0NJRTp06RlpbWlkq5QWj27dtHdnY27u7ubRqQR4nQ3LD576pmpiNoNBoOHTpEc3MzixYtuq+kpqamhr179+Lu7s706dN/k20aehuVsiZe/TGZiJxKpgy041/Bg7HuQufut956i0OHDvHpp5+SkJCAsbEx/v7+eHt7371uSVkH5/4Jl79pdRqe/n8waH6XvGvuBYrlxXyU8BFh+WHYG9nz0rCXmOEx475V0QktLdQfOULlJ5/SUlGB8eTJ2L78Enq/EMAKgsD777/Ps88+223htVQqJSkpiYSEBExNTRkxYgTe3t6IxWIapM3Eh+aTHlmMlpYI30kuDJvmil4PdoBubGxkzxdbkWWm0FJXjbmdA2OfWEb/cY+h9avU5I30U0eVmQcOHGDd6nVEf3MSi2si1NJmdN1NMZ3qhn7f9v172oNUKuXixYskJCSgVqvx8fEhMDCw23utVJZGYeE2KipCABF2drNxc30aY+P+nR4LremosKp6thdXEV0nR09LxDxbC1Y7WTPUtMdu9H5POXWEXxILlUrFrFmzmDZtGi+//HK3x541axarV69uC6mGh4fz/vvv884772BtbX1TafKjQmhuuOOuXLmyx1IxarWagwcPtjWvvB9EIjc3l0OHDjF+/HhGjBhxz8f/LUGjEdh+MY9/h2Vjqi/mXwt8meJ9+8+KIAhIJBIuXLjA+vXree+99wgODu6dCrjiBPjpJShNhr6TIOiDW7xr7icSyhN4L+49MmsyGWIzhD+P/PN96+YNrcLhmm93Uf3112iUSsyDg7F+/nl07Gypq6vjm2++4ZVXXrnz8//sqh4fH09paSl+fn4MHz4cCwsL6iuVxB3PJedyOXoGYoZNd8N3gjPiHir11mg0nD59msyYKEylVdQWS7BydmXc4hX0G3GzKd+N6qeFCxe2FZ/8Gn/605/Yvn07GanpGOS2IA2XoJE2o+thhtlUV/T6dJ/YyOVyoqOjuXz5MiqVioEDBxIQEICTk1O3zqNUFlEo2U5JyX40GiVWlo/h6rYeC/PRXSbNWQolO4qq+LG8lga1hmGmhqxxsma2rfndNsX8ndD8EmVlZdjZ2SESiYiLi2PhwoUUFBQA8NRTT2FpacmWLVtuOuazzz4D4Pnnn7/p/+fOnWP06NEYGhoik8kYOXIku3btarvAnT9/njfffJMvvviCAQNurv9/FAhNXl4eBw8eZPny5T1+wVGr1fz444+IRCIWLlx4z0iNIAjExcURFRVFcHBwlyttfkfnyC6T8eK+JDJLpSwd6cJfZ3pjpPezdkKtJiUlhdjYWNRqNf7+/vz73/9GR0eHffv29d6kNGq4vA3O/hPUTTDmOQh8FfQeDGG6WqPm2PVjfHzlY6obq5nZZyYb/TbiaHz/eoS11NRQ9fkX1P7wAyKxGMtVT1E1bhzJV6+ydOnSHhmjurqa+Ph4kpOTcXZ2ZuzYsbi5uVFVJCf2yHUK02swttBjxCwPBoy2R+vOrfZvQnJyMqfCwvDv60Ze1HlqS4qw6+NJwOIVuA0Z1nbBz8vL48CBAx3aTdzwljl16hQiNcjjSpGFS9DIVK2dvae6oefR/XSnQqEgNjaWuLg4mpqa6NOnD4GBgbi7u3criqdS1VFUvBuJ5FtUqmpMTHxwdVmLre0MtLS6FgGTtqjZX1bDzuIqrjU0YaUjZrmDJU86WeOsf0eR1EeH0CxdupTw8HCqqqqws7PjzTffZO3atXzxxRcAbNiwgc8++4zPP/8csViMgYEB//nPfxg7dixRUVEEBgYyePDgtrz7u+++S1BQEM8//zzjxo275cv4/vvvs2PHDsRiMRqNhtWrV7fdgQQGBpKRkYFCocDa2ppvvvmGadOm8cknn/Dvf/+bsrIybG1tCQoKYtu2bTed90FYy7tFaWkp33//PU888USvXfTVajX79+9HLBYTHBzc680sNRoNJ06coKioiCVLlnRLhPc7uoamFjUfnb7Kl5HXcbU05N/zByFU5RITE4O1tTVjx46lT58+iEQi4uPjmTBhAmVlZb1f+SYrbzXkS94DJo7w+D/BJ/iBSUMpVAq2pW7ju4zv0Agalg9czrrB6zDTu3/6n+bCQiq3bEEaEora2BjFzCBGbt6MqAetDFQqFampqURHR2NgYEBAQABeXl6U5NQRffg6FflSzGwNGDnbo8eaXxYVFbF//35GjRyJmUpJzMG9SCsrcBowiLFPLMfVp7XSNTMzk9DQUFatWnVbu4mGhgbc3d157bXXeO211wAQVGrkl8paiY1chV4/81Zi49b9aq7Gxkbi4+OJiYlBoVDg5OREYGAgXl5e3dor1eomysoOUyjZRkNDHnp69jg7P4mT45Iu9YyC1hvBC7VydhRXEVZVD8BkK1OedLRiUvdExI8OoektzJo1i0OHDnUrNy+Xy8nJycHLy6vbm+3DvpY1NTXs2LGDoKCgXn8dLS0t7Nu3D319febPn99rpEalUnHw4EFUKhWLFi16oKqsfou4kFXKS/sSqVZqmGSv4u/BI3F1uTV07uvry+LFi9m8efO9mZgkDkJeg9IkcBsHM94D+85FrvcKZYoyPkv8jGPXj2Gia8J63/UsHbAUXe3754ekTE0l9dXXMCkoQMfVFZuNGzENmtFuK4U7gUajITMzk6ioKNRqNQEBAQwaNIiC1BouHculpkSBlZMRo+b0wd3X+q71RlKplO+//761ie7EiaSdP0Xc4f3Ia2tw9vZh7BPLcfEe3KndRFRUFNOmTeP8+fOMHDnyf6+nWY3iUimyiKJWYuNpjulkV/Tcu09QVSoVSUlJXLx4kbq6OmxsbAgICMDHx6dbkW1B0FBdHUGhZDu1tdFoaRng4BCMq8sqDA1vn1q7HSSNzewpqWZ3aTUVzS046emw0tGKpQ5W2Ol1Gvnp0hun/Y9//KPLEwJueXJVVVW3fEUeJixbtqxbb3xLSwvZ2dnY2NjcUUXPw7yWcrmcb7/9lsDAQIYM6X2/DC0tLby9vUlMTCQ3N5f+/fv3uDhSqVSyZ88eDA0NeeKJJ7rfR+h3dBkymYyIiAguh4cxc4Al+hZ2nMxrIr5EyUgPSyyNbr0wb926tVMTzB6DmRMMexJMHVsroi59DooqcPZvbX55n2Gsa8wk10lMcp1ErjSXfdn7OJF7Akt9S/qa970vwmGxrS17SkoYu+opVIlJ1O3di+zsOXQcHNBxc+uROYlEImxtbRk+fDhWVlZcunSJCxcuYO1kwqSFflg6GiPJrCUtopiC9BpMrfQxtda/47H19PTw8fEhOjqawsJCxgfNwm/6bAzNzLh+OZaksJ8oykxj4FA/dIxNOH/+PIMHD76liMHV1ZX6+npef/111q1b19brTaSthZ6bKUajHdAyEKNMr0YRXUpTbj3aZnpoW+h1ee7a2to4OTkxYsQIrK2tkUgkJCQktPnZ2Nradun6JhKJ+H/2zjsuqjP7w88wVOldAVEUQYogYtco9lhiL2iIGo2aTbJx0zbJZn8bsxs3xs2md01s2GJXFBTsiiCiojSRJh3pAzPAtPf3Bysb1gZIM/H5fPjDmXvfe+7rnXvPPee839OpkwtduszE1mY8Go2c/IJ9ZOdspLIyHn19GwwNnR5ql7mulOGWprzgZIuXiRHZNUq25peyPqeIhKpqLHV16Wqof79xPmjMOT+J0LQQQghSU1NRqVQPFOV7EI/rXNbW1rJx40bc3d0JCAho02OrVCq2b9+OmZkZ06ZNa7Ebt0wmY+vWrbi4uDBhwoTfZT+mtqC6urp+CWqfPn0YOnRovWBYWHw+7+69jkKp4S+TPFg45L8PQZVKhb29PZs3b2bKlClta7SiFE7+Ey79BIYWMOZvdc5OBxHlA7iQd4FPYz8luTQZT2tP3vB/g4FdBj58xxbk1wXBQqtFdvgwRV9+hSo7GyN/f+xef61RPaKaSnZ2NufOnaOgoICAgAD6ePch5eJtYkIyqCqrxdHNgkHTetKlZ/PTciqVit27d9cvUNDX10elrOVaeBgXD+xCUVGOs7cvwrE7NboG95Wb6NevH05OThw4cOCe9xitUoP8YkFdxKZSWbfce3RXDNwsm3xPuiNzcPbsWXJycjA2Nmbw4MEMGDCgyc1za2uLyM3dSk7uVlSqUkxMPHHu+jz29lPQ0Wl8VDBdUcuWvGJ2FpRSqtLgYqTPcw42zOtshXXDxphPIjRtSVFREaWlpXh4eDQ7/fE4zqVarWbHjh3Y29sz7iECW62BVCrFw8ODmJgYsrOzcXNze2QbiouL2bRpE/369WPUqFFPnJlWQKVSceHCBfbu3Yu5uTmzZ8/G29u7wY3V1c6UmX6OJBdUsjEyk9hbZQx0scLMSA+pVEphYSFbtmxh2bJlbWu8nhG4jYfekyHvCsSsg5QwsPeqi+R0ALqadmW222ycTZ05lXOKbcnbSChJwN3SHSujtmkjnLUKHQAAIABJREFUkp6ejlwup0+fPkgkEgzd3bEMnIeunR2VERGUbQmm+vp1DFxd0W3B+565uTl9+vTBycmJCxcucCHqAj08HQiY6YuRqT7pV4q4fjKH25kyLDsbY2ze9DSyVCrFy8uLzMxMIiMj6d27N4ZGRji49abv+EkYmpiSGnOBkoQ4tBWlpOXm0ce//133knnz5vHmm29iYmLSIPV0B4lUBwNnM0yGOCA106cmuQx5VD41N0qRmuija2PU6PuTRCLBxsYGPz8/XFxcKC0tJTY2lpiYGGpqarC1tW10Sl1X1xhLy8E4OS3E0MiJiopY8vJ2/GeFVC3GnVyRSh8eubTU0yXAyoyljra4GRuSpqitj9rc/E8xsaOBHhKJ5EmEpq1QKBQkJyfj6ur6QEG+h/G4zaUQgj179qDVapk9e3arF+c+CKVSydatW7GxsWHKlCnNdkJycnLYsWMHY8eOfdLGoBXQarX1TSadnJwYPXr0Q9OzQgi2Xczin4eTkEgkvDfZg8ABXZHJZDg5OREWFsawYcPa6AzuMg7i98Cxv0JlPvjOh7EfdJjeUAC1mlq2Jm1l/bX1yNVyZrjO4KW+L2HX6dG0oR7G8ePHkUql94zaaqurKQ0OpmTderQyGWaTJ2P76h/R79atRW24Ezk/fvw4urq6jB07FscuXbl2Mpsrx7KoVajp2c+WgVN6YOXQdNVhIQQnTpwgKSmJoKCgBj2pVDU1XA0/QszBPVTLKjB2dGbqH1bi0KuhvsvRo0eZOXMmkZGRD03XC7UWxeXbyE5loymtQa+LMaaju2LkZdOswue8vDzOnz9PYmIiEokEHx8fhg4d2mQtmztCfVnZP1FaehYdHQM620/DyWkhpqZNe6Yly6vZklvCrsJSZGotvToZcHaQx5MITVug0Wi4ceMGlpaWj6y38jjNpRCCsLAwysrKmDdvXruLy0mlUjw9PYmOjq5XjW2qU3Pz5k12797NtGnT7lKRfsKjIYQgOTmZX375hYqKCqZOncqQIUMapbAskUjwcbJgqq8D13Mr2BiZyeWsMkZ4OFCUl8XevXtZtGhRG5zFPY0De0/wXwwIiN0Il36uSz85+IFO+6ta6+ro4mfnx6xes1BpVey+uZsdyTuo1dTibePdaoXDkZGRuLu739Nhlejp0cnfH8t580BHSsX+/ZRuCUZdeBtDT0+kJi3T0kAikWBtbY2/vz96enqEhYWRnpGG3zB3Bk10Q0eqQ0p0IXEnsykvVGDlYIyRSePnQyKR0KNHD4QQHDx4kB49etQXAUt1dXF098B3/CSk+vqkx0YTHxFKQVoK5nadMbWumxdXV1dyc3P54IMPWLZs2QMXoUh0JOg7mmAy2AFda0Nq0yqQRxdQHV+MjpEuunadmnTfMzU1xcvLCx8fH7RaLXFxcURHR5Obm4upqSkWFo1TMq6rs+lGl87TsbObhFZbS0HhAXJyN1NWFoVUakwnI5dGNcS00ddjjLUZS5xs6G5kwE15DQscrJ9EaFobIQTp6enU1NS0yAPwcZrLmJgYYmJiWLJkSZPzr62JUqlk+/btmJubM3Xq1EZHje4IAc6bN4+uXbu2spW/L4qLiwkNDaWyspLx48fTs2fzi1S1WsHWi1l8dCQJHYmEV4Z14Y0ZQ4iOjsbbu/3E5eopSYOwd+HmUbDoBuP+Dp7TOswyb4Dsymy+uvwVoZmhWBlascJnBXPc5qAnbbmi96YqBKuLiij+/gfKfvkFiY4OlgsWYL3sBXTvsez5UdBoNFy6dIkzZ87g7e3NqFGjEGodroZnce1ULhqlhl4D7Bkw2QUL+6ap3MbHxxMWFsaCBQsatMK5Q0nRbTatXY1uUT6qagXOffoyZGYgTp511+0dx2L79u2NPqbQCqqvFyE7kY26UIGujRGmI53o5GeHRLfpEXOFQkFMTAzR0dEoFAocHBwYOnQoHh4eTX5pVakqyMvfRU7OFmpqcjAw6IKT47M4OMxDX7/J/6+/n2XbS5YsISQkBDs7uwcqBZ86dYo//elPqFQqbGxsOH36NACfffYZ69evRyKR0KdPHzZs2PDAh/SNGzdYsWIFJSUlVFVVMWbMGNavX09JSQmzZ88mJiaGxYsX1wvzAbz33nts3ryZsrIyqqqq7jluR5jLxnBHOG/JkiX31Flob+4UCpuYmDB9+vSHOjUJCQmEhoa2ihDg7xmlUsnp06e5cuUKI0aMYMCAAS0WycsuVfDW7jii0ksxV+TikHuK0D3bWmTsFiH1eF0a6nYiOA+BCf8Ex37tbVUDrhdd59PYT7lUeAlHE0f+4PsHpvSYgrQFipsrKipYt24db775ZpP2U+bkUPz1N1QcPIjE0BCroCCslzyP1KLpCroPQqFQEBERwc2bNxkzZgy+vr7UVKm4ciyL66dz0Ki0uA3sTP9J3Zvk2CQnJxMSEsL8+fPvqdSbn59P8KZN+Dt34capcBQV5Th5eDN4ZiCG9l1wd3fnhx9+YN68eU06H6EV1CSWIDuRhSpPjtRcH5OnnDAe2BmdZqgm31nyfeHCBUpLS7GwsGDo0KH07du3yS1GhNBQXHyS7JxN/1n2rY+9/VS6Oi3E1LTRgYDfj0Nz5swZTExMWLhw4X0dmvLycoYOHUpYWBjOzs7cvn0bOzs7cnNzGT58OImJiRgZGTF37lwmTZrE4sWL73u8CRMmsHz5clxcXHB2diY/P58+ffogl8u5cuUK8fHxxMfHN3BooqKi6NatG7169XqsHZqysjJ++uknZs2adV95746ASqWq16mZOXPmfZ2a69evc+zYMZ599tn6BnhPeDSEECQkJBAeHk737t0ZO3Zsk/v4NAatVhAcfYt/Hk5EIZfzzgRX/jChb8cp4tao4coWOLka5EXgE1i3IqqDFA5D3f9VZF4kX1z+gqTSJHqY9+CPfn9kjPOYR5rHrKwswsPDWbp0abP2r03PoPjrr5GFhqJjbIzVokVYLV6EtIWvo9zcXI4cOYJUKmXSpEl07twZhUzJlWO3iD+di0YjcB9oT//J3TG3bZxjk5KSwoEDBwgMDLxntPfOb+P5RYtIizpLzIHdVJWV0qWXO5Vm1vx59cekpKQ0q4RBCEFtShmyU9koM2TodNLFZJgjJkO6oNOMPldarZbk5GQiIyPJycnByMiIgQMHMnDgQIyNm54WrKpKISd3C/n5+9BqqzE370/XrouwtRn3MBXi349DAw9vffDtt9+Sl5fHhx9+2ODz3NxcBg8eTFxcHGZmZkyfPp1XX32V8ePH3/dYPj4+fPDBB3h4eNzV2gBg48aNXLp0qYFDcwcTE5PH1qGpra3lp59+on///vesyO9o3BHf09fXZ+bMmXdFB+44My3RPPMJdRQXF3PkyBEUCgUTJ06kWwsXed6LWyVyJr6/FYWJIwHutnw0sw9dzNtfG6aeGhmc+xQufAsSHRj2KgxbCfotUyfSEgghiMiK4KsrX5FRkYGntScr/VYyxGFIsxybhIQEEhISmDt37iPZVZOSQvFXX1MZHo6OuTnWzz+P1XNB6DTjYXo/7hSqnzx5Ek9PT0aPHo2hoSHyilquHMsi/kwuWo3AfXBn+k/sjrntw6+tmzdvsn///vs6NSdOnODWrVssXLgQodEQfyqCiwd2UVlcRJlSTY5Wl5/3HkDnESKatbdkVJ7Mpia5FIm+FOPBnTEd7oTUrOk1U0IIsrKyOH/+PCkpKUilUnx9fRk8eHCz7p0qlYz8/N3k5GyhuiYLA4POODouwMFhHgb691wk0PYOTUrKP6isSmrKeA/F1MQDN7f/e+h2D3No7qSaEhISqKysZOXKlSxcuBCAL774gvfeew8jIyPGjx/P1q1bH3isr776ir/85S8MGzaMCRMm8Pzzzzeobv8tOjRCCHbu3ImxsfEjrSJqa9RqNbt27UJHR6dB76eW7AT+hLqHQmRkJBcuXKhPL7XlqreYS5eY+OoabEYvRVeqw9sTe/PsQGd0WkDyvsUoy4SIDyBhL5h0rovW+M6Hdlwd+L+otWpC0kP47up35Mnz6G/fn5X9VtLXrmkr/qKioigtLWXSpEktYldNYiJFX35F1alTSC0tsX7hBSwXzEfHqOUcV4VCwfHjx0lNTWXKlCn06tULAHlFLZeP3iLhTB5CK3Af0hn/px/u2KSmprJv3z7mz5/foEEx3Pt+qlGrSDx7kgt7dlBZdBs9MwsmLFlBr0FD7+ru3RSU+XIqT2dTHVcEOhKM/e0xHemErnXz5q6oqIioqCji4uJQq9X07NmTIUOGNKs2TggNJSWnyc7eRGnZOSQSPWxtx+Pk+CwWFgN/Pd4Th+bXvPLKK1y6dInjx49TXV3NkCFDOHz4MLa2tsyaNYudO3diYWHBnDlzmD17NkFBQfcc504PEX19fS5evMiBAwe4ceMGcXFx9Wv4f4sOza/fKNp7RVNTudPQUgjBnDlzSElJ4ciRIy3aCfz3TFFREQcOHMDAwIBnnnmmgXPfljz11FO4+g5C1XcO51KLGdDdko9m+uBq1zEaStaTFQ1H363r6t3Ft66+pvvw9raqAUqNkt0pu/nx2o+U1JQwwmkEr/q9iruV+8N3BsLDwzE0NOSpp55qUbuq4+Io+uJL5JGRSG1tsFm2HIt5c9FpwZYkGRkZHDx4kO7duzNhwoT6esqqslouH7tF4tk8tNq6VJT/xAfX2NyJ1Dz77LN3FQrfL+Kt1Wj4cc2HZEaextakE1YOTgycPofew0YivYc4X2NRl1RTeSYHeWwhaARGPraYjnRC36F5vw+5XM6lS5eIiYmhqqoKW1tbBg8ejI+PT7NU1eXydHLztpOfvwe1ugJj4144OsynS5eZ6OqaPkk5/Zo1a9ZQXV3NBx/Urf5aunQpTz/9NABhYWH89NNPAGzevJmoqCi+/fbbu8a4o2mg0WgapJq8vb3ZtGkT/v9RvfytOTTx8fFERESwbNmyZuVNOwIajYY9e/ZQXl5ORUUFzz333JOamUfk11GZUaNG4e/v366Ru5MnTzJ9+nRycnIIu1HOh4eTqFZq+ONoV1aM7Il+M1Z9tBpabZ1+TcQqkOVA7yl1K6Kse7a3ZQ1QqBRsS97Gz/E/U6msZGL3ibzU9yW6m3d/4H779u2je/fu+Pn5tY5dly5R9MWXKGJi0LWzw3rZMizmzmkxx6a2tpaIiAhSUlIaRGsA5OV1qaiEs7lo1Fpc+9vjP7Eb1vdxDG7cuMGhQ4fuuejgQTWJw4cPp5e1BQFu3SnOysTUxpYBz8zEe9Q49Ayav7JUI1NSeS4XeVQ+QqnB0N0SkxFOGPQwb9bvV61WEx8fz4ULFygsLKRTp07079+fAQMGNKt2TqOpofB2CLm525DJ4tDRMWJUQHyjDOtAv/DWZdq0aZw7dw61Wo1CoSA6OhoPDw+cnZ2JiopCoVAghOD48eP1TsW7777Lvn376scoLS2lqqqKtLQ0VCoVAAUFBZSUlNyzov23QH5+PqGhoQQGBj62zgzU6dT4+/tz+/ZtzM3Nn3TMfkSKior4+eefycjIYNmyZfTvf7cKalszatQoevbsyapVq5jTvysRr49kvJc9/w5PYerX57iaXd6u9jVARwd85sArMTD6r5B2Er4ZWNcAs6qova2rp5NeJ17o8wJhs8JY1mcZp3JOMf3AdFZFrqJAXnDf/aqqqlqlELzerv79cd68CeeNG9B3dqZw9WrSxo6jdPNmtDU1jzy+gYEBkydPZvr06Rw5coQDBw5Q859xjS0MGD63F8+tHkrfcc5kXCtmxz8uEvbjdYpzKu8ay93dncmTJ7Nt2zZKSkoafGdpacmsWbPYs2cPpaWlDb4LCQlh/5nzGPgPZ8bb72NqbcuJDT+w7pWlRO/7hRr5vV+MH4bUTB+LSS50eWcAZuO6ocyponjddW5/cxXFtSKEtklBDnR1denbty8vvvgiixYtwsnJiTNnzvD555+zf/9+Cgruf53c0z6pIQ5dZjOg/14G9N9PZ/tnGr+zEKIpf3eRmJh4r4/blMDAQNG5c2ehq6srHB0dxfr164UQQnz33Xfiu+++q99u7dq1wsPDQ3h5eYnPPvus/vO//e1vwt3dXXh5eYmgoCBRU1MjhBBi8uTJIjIyUgghhFKpFLGxsaKoqEi89tprws3NTfj4+AgfHx+xZcuW+rG6desmLC0thbGxsXB0dBQJCQlCCCHeeust4ejoKCQSiXB0dBTvv//+XefREeby1ygUCvHZZ5/Vn8PjTF5enli7dq1IS0sTISEh4vvvvxeVlZXtbdZjh1arFZGRkWLt2rUiJiZGaLXa9japAeHh4cLU1FSUlJTUf3YsoUAMWh0hur8TIj44mCDktap2tPA+yPKFOLhSiFWWQqx2EOLkGiFqOt71WaQoEh9FfyT8NvuJfpv7iTXRa0SRouiu7b755htRUFDQZnZVRUWLzKDnRKJ7b3Fj+HBRvGGD0CgULTJ2TU2NCAkJEZ9++qnIyMi46/vqSqWIOpAmflx5Sny94rgI+SZOFGZW3LVdbGys+Pzzz4VMJrvru+joaPHtt98KpVLZ4POff/5ZmJmZ1c9lduJ1sfuffxOfzJ0svlw0R5zeukFUlZU+0vlplWpReSFP5K+9KLLfPiPyPr4oKiNzhaZW3ewxi4uLRUhIiPjwww/F+++/LzZu3CiSk5OFRqNp7pCN8lF+Mymn1mDChAkcPXr0vqmmlqYjzaX4T9GahYVFfWrucaWsrIwNGzbw9NNP4+npiRCCM2fOEBcXR1BQUIfU0umIKBQKDhw4gFwuZ9asWR02yjVixAh69epVn0YGkNWoWBuWTHBUFk6WRqye0YeRbh1Qlbv4Jhz/OyQdBGM7CHgb+i2CFhS9awnyqvL4Pu57DqQdQF9Hn3nu81jsvRgbo7oVKh9//DF//OMfG6UE3ZLIL16k+JtvUURHI7WxwXrJEiwD56HTAnakpqZy4MAB/P39GTFixF1F77UKFddO5hB3PJtahRpnLyv6T3Jp0ATzzJkzJCYmsnjx4gZaZ0II9u7di4GBwV3NVocPH46FhQWHDh2qj4IWZqRx8cBuUqLOIdXVxTtgHAOmzsTcrvlp9DtaNpVnclBmVaLTSRfjIQ6YDOmCtAnqyb9GoVBw+fJloqOjqaysxNLSkoEDB9K3b1+MmlbQ/fuqoWlNSkpKyMrKwsfHp1ULYjvSXEZHR3Pt2jWWLFny2BUB/5qqqio2bNjAkCFD6N+/f4PvYmNjOXXqFPPnz7+nsucT/sutW7fYu3cvXl5ejBkzpkNfE7GxsYwYMYKEhAS6d+/e4LuYzFLe3nON9CI50/s68N5kT2xNW66gtMXIjoHwv0FWJFj1qFsR5Tm9QykOA9yS3eLHaz8Skh5S79gEuQex/sv1vPfee+2WhlRcukTRN9+guBCF1MoK66VLsJw//5Edm8rKSvbt24cQgpkzZ94zraasVnP9dA5XI7KpqVLh6G6J/8RuOLnXvQCEhoZSVFTEs88+26ADd21tLT/88ANjxoxpoDxfXl6Oi4sL33///V2Ce2X5ucQc3EPC6RMIoaX3sJEMnDYbm67Nl0sQQqC8JaPydA41SaWgq4Nxf3tMhzuia9O8lVEajYakpCQuXrxIVlYWenp6+Pr6MnDgwMauMn3Sy6klUKvV3Lx5k65du9b36GgtOspc5uXlERISwrPPPvtY183U1tYSHByMh4fHPZsXOjg4YGVlxe7du+nSpUuHjTi0J1qtlrNnzxIeHs7UqVMZOHBguzYhbQwODg5ERUURHh5OYGBgg+8cLYyYN6ArOhLYdjGLbdFZmBnp4e3QvILIVsPcEfo+W6cunHmurqP3zWNg1RMsW1/bp7FYGFgwxnkMk1wmUV5bzu6bu9mZshONroYA7wA66bVthOYOeg4OWEyfjvHQoSjTMyjfuZPyX3YhhBYDd3d0mqh2ewcDAwP69OmDTCbj0KFD2NnZ3RXhlerp4OBqQZ+RThia6JERV0z86VxuxZdgZKKP/9A+pKal1r/A3rnudHV16dq1K3v37sXDw6M+gmFoaIi9vT0vv/wyK1asaBDZMDI1o2f/QXiPGgtCkHT2FJdDD1KYfhNTaxtMbWybfF1LJBJ0LQzp1NcOIx9bRK0GRWwhVZF5qArkSC0M0G1ih3IdHR3s7Ozw8/PD3d0dpVJJXFxcvYNjYGCAlZXVg2x90supJcjMzEShUODp6dnqx+oIc3m/t4THDbVazbZt27C0tHyobs6tW7fYtWsXTz/9dMfoB9RBqKqqYu/evWi1WmbOnPlIneTbmvT0dPr06cOFCxfw8fG55zapt6v46/7rRKWX0rerBatneOPlYH7PbdsVrQbidtQpDstywXUcjF0FnTvetXpLdovPLnzGifwTGOga3JWKai8UV65Q/O13yM+eRcfMDKugICyfC0L3EV5i7kQtvb29GT169H2jlmqVhuQLBVw5dgtZcQ2WnTvhO9aJS6knsLaxYvLkyQ3uT/eLjvv5+dG/f3/WrVt3X5uqK2VcCQvh6tEQqitldHF1p//UmbgOGPxIWjYamZKqyDyqovIRNWr0u5thOtwRQ0/rZnX5hrpl35cvXyYmJgaZTIaFhQUDBw7Ez8/vXumoJymnR0Uul3Pjxg28vLzqNWZak/aeywflcR8nhBDs2bMHjUbDnDlzGhVRKCwsZNu2bQwdOpRBgwa1gZUdm+zsbHbt2oWfnx8jR47s8FGZe/Hcc8+Rm5vLiRMn7ruNEIL9V3P5MCSJMoWSxUNdeH28GyYG7d8l+y5U1XBxHZz9N9RUgM88GP0eWDi3t2UNSExM5HTcaXK65jRIRXUEx6b6ejwlP/5AZXgEkk6dsAwMxGrxIvSaKa4pl8vrV0DNnTv3gVF8rUZL6uXbXA7LoiS3ChNLAxTG2fQe0plRYwLqt7tTv2hpacmECRPqP8/IyMDb25uzZ8/Sr9+D+4KpamtIOHWc2MP7KS/Mx6JzF/wnz8ArYAx6+s1/lmlr1chjCqk6n4umrBaplSEmQx0wHmCPTjN/MxqNhuTkZKKjo+vTUT4+PgwaNOjX6agnKadHQQjBzZs3MTc3x8ambX6E7T2XV65cISUlhblz53boGomHERERQXFxMYGBgY0+DxMTEzw8PAgLC0Mmk+Hi4tKxUhBtyJUrVzh48CDTpk1rd22ZR+Gpp57i7bffZtiwYXfV0txBIpHg0cWMwAHOyGpUbIm6xd7YXBwtjHC1M+lY5y7VA+dB4L8YEHAlGC7+AIpS6OLTYVop5OXloapU8fKElxukonYk70BWK8PNyq39UlH2dphNmoTZhAloysoo37WLsuCtqIuKMHB1RdrEKKS+vj7e3t5UVFQQGhpKt27d7rtcXaIjwdrRBK8RDth1N6M0V07lLV1u31BRWHib7u6d0dWTIpFI6NmzJ2FhYVhaWtY/fywtLUlNTeWHH35g+fLlD7w2pbq6dHZ1o++Eydg6d+d2ZjrXj4dxLSIMVW0t1l2dm6VlI9HVwcDZDJMhDuh1MUZdqEARU0DVhXy0chW6tkboGDXNsfnfdJRKpeLatWtER0eTmZmJnp4ednZ2jUo5PXFo7kNxcTHl5eW4u7u32U2tPefy9u3b7Nu3jwULFrSqfkRrc+3aNWJiYli4cGGTo2qGhob1b0A5OTm4ubl1rAdaK6PVajl27BhXrlwhKCjonj1oHieMjY0pLCxk/fr1LF++/IHbGupJGeNhz0g3Wy6klbAxMpO4nHL6OVti3oymfq2KnhH0HAV950N1OcRurKuxqa2sUx7Wa98+Vvn5+chkMnr37n3PGpuO4NjoWltjNn4c5lOmoFXIKd+7j9Itwaiyc9Dv0aNJqSiJRIKLiwumpqbs2bMHCwuLBxa6SiQSLOw74THMASd3S8oL5eReV3DtVA6qGjXWjiZ0MjHE0dGxvhD/zoqoKVOmsGrVKmxsbBolWiiR6GDt5Eyf0eNx9vJFVnyb68ePcvXoYeTlpVg5dMWwGbWhEh0JevadMB7QGUN3K7QKNYrYAqrO56EqVCA1N0DXoumRIFNTU3r37o2/vz9GRkZkZGRw+fJlAgICfj81NEuWLCEkJAQ7O7v7KgVXVFQQFBREVlYWarWaN998k+eff77+e5lMhqenJ9OnT+fzzz/n+vXrODs7Y21tfddYUVFRrFy5ktraWmpra5k3bx6rVq0iOTmZ559/nsuXL7N69WrefPPNJtnYXnOpUqlYt25dfXv4x5Xc3Fy2bdvGokWLHqk/k1KpbND/qTky3o8b1dXV7N69G4DZs2c3dUllh6WqqgpnZ2fWrVvHrFmzGrWPWqNl04VbfHrsBmqt4I+jXXnhqR4Y6nXQqGVJGpxaA9d3gb4JDHkZhrwEhu1TDxQbG0teXh7PPHO3INr/roqa4z6HRZ6LsDdu3xYkqvx8Sn7eQPmuXYjaWkyfnoDNihUYNlGmIz8/n507d+Lj48OoUaMa/UIUc/Y6Fw6kIJVbIpXq4D6kM35jnYm/eZmbN2+yaNGi+rRvcHAwL7/8MpmZmc1ayFCSk8WlkH0knT2JVqOl16ChDHhmJp1d3Zo81q9Rl9dSFZmH/GI+okaDvrMpJsMdMfKyQSJt3ouhVqslNTUVNze3308NzZkzZzAxMWHhwoX3dRb++c9/UlFRwccff0xRURHu7u4UFBSg/59q95UrV1JUVISVlRVvvvkmcrn8vkWx7u7u/PLLL/j6+qLRaLhx4waenp7cvn2bW7dusX//fiwtLRs4NI2xsb3mMjQ0lOrqambMmPHYRiQqKytZv349EydObBGtII1Gw8GDByktLWXBggW/mQf8vSgqKmLHjh24ubkxbty4x7Je5kH8/e9/Jzg4mOTk5CadW0FFDX8PSeDI9QK6WXfib1M8GePRgXt/3U6Ck/+s07Axsqzr6D1weZunomJiYrh9+zaTJ0++7zZ3HJvD6YfRkegwzXUaS7yW0NWsfaOC6pJk3g63AAAgAElEQVQSSjduomzbNrRyOcYjnsL6hRfoNGBAo++NcrmcnTt30qlTJ2bMmNHoSPG5c+dIvJJKT4uB3Iy+jUajxcXXhkJNEq4+Dg36YvXt25dBgwbxww8/NOs8AarKSrkSepC48FBqFXIc3D3xnzztkQuItXdWRZ3PRV1Sg9TC4D91Np2bnI76Fb+f1gcjRox4qDiaRCKhsrISIQRVVVVYWVnVawDExsZSWFjI+PHjUavVlJaW0rPn/Xuq3L59u74nh1QqrV8BZWdnx4ABA+75Rt8YG9uDW7dukZSUxMSJEx9bZ0atVrNz5078/f1bTPhQKpUyffp0nJ2d+fnnn6moqGiRcTsa6enpbNy4keHDhzNhwoTfnDMDdS1MFAoFn376aZP262xuyLfP+rNl6UB0dSQs3XSJ5zdcJKNY3kqWPiJ2HjBvCyw/BU4D6vpEfeELUd+B6tHbATQWrVb70Ouom1k3Vg9fzaEZh5jhOoMDqQeYsn8Kb595m5tlN9vI0rvRtbbG7o3XcT1xHNuVr1ITn0DWwkVkBgYiCw9HaLUPHcPY2JhFixbRqVMnfv75Z2QyWaOOPWzYMKwdTKkwTua51UPoP7E7eSnlKK7bcmVPGVdOp9a3JdizZw/BwcFcvXq12edqYmnFUwsWs/zbDYxatAx5WQmHPv2In1cuJ/bwAWoVimaNq2MgxWSoA/Zv9Mf6OU+kloZUHMkg/5/RlO27iaqw9X4/LRqh+b+bOcRXVbeQaXV4mxjxj15OD93uYc0pKysrmTp1KsnJyVRWVrJz504mT56MVqtl9OjRBAcHEx4eTnh4OKtXr76rUdiv+fvf/85nn31GQEAATz/9NIsWLWqg+rhq1SpMTEwaRGgaY2NbR2iUSiXff/89EyZMwN29cV10OxpCCPbv349Go2HWrFmt4pRFRkYSHR1NUFDQb6peLD4+ntDQUObMmXPfotnfCnv27OGFF14gLS2tWS8WKo2WTZGZfB5xE6Vay9KnXHhllCvGHXE11B2youHkh5BxBkwdYORb0DcIdJunwVJTU0NGRgZpaWncunWLrKwsqqqqUKvVqFQq1Go1arWa8vJy1Go1NjY26OrqNvgzNTXFycmJbt260b17d3r27ImxsTFFiiI2J25m542dVKurGdV1FC/0eQEf23svuW8rtDU1lO/dS+nPG1Dl1NXXWC9dgtkzzzxUy0YIwfnz57l06RJBQUGNWlyiUqnYsGEDXl5eDBs2DGWNmqTIfGKOpFJbJbCwN6LvWGfcB3dmydLnuX79OrGxsS3yIqLVakiLiSb2yH5ykxPRN+pEn9Hj8Xv6GcztHi0yqcytoioyD0XcbVALDFwtMBnigKGHVWOXfbd9yqkjOzS7d+/m/PnzfPrpp6SlpTFu3Dji4uLYvHkzCoWCP//5z3z11VecP3+e7du3P/TBmJaWxrFjx9ixYwcSiYRTp07Vf/e4ODShoaHU1NQwY8aMNjtmSxMZGcn169dZsmRJq9a6XLt2jWPHjjFv3rzHvlgW6rQuzp8/z7PPPou9fQdOo7QgAQEB2Nvbs3PnzmaPcbuyho9Db7Dncg6dzQx5d1Jvpvo6dOzoZvppOPEh5FwEi24Q8A70mQvS/zpj1dXVnD17lhs3bpCTk0Nubi4FBQUUFRVRWlpKWVkZ1dXVmJiYYGFhgY2NDba2tpiamtY7K3p6eujq6lJZWYlGo8HCwqLeybnj8MjlcoqKiuoXXVRWVmJgYICFhQXW1tZYOVghHSCltHspal01rnqurBy8kpEuI9t1joVajezoUUrWrac2ORldOzusFi3CYt5cpA8pqr169SoREREEBgbi5PTwZ5lMJmP9+vVMmTIFN7e6uhaNWsOmL/dBsRXVpWBkpo/3SAdmLRvNP/65isWLF7fEadZTkHaT2MP7SYk6h9AKeg0cgv+U6Ti4PdrzSSNXIb9YgDwqD02FEqmlASZDHDDub4/Og4vvfz81NPBwZ2Hy5Mm888479XnI0aNHs2bNGr744gvOnj2Ljo4OFRUVqNVqXn75ZdasWdOo46rVamxtbUlNTa0vIH4cHJpbt26xZ88e/vCHPzy29SF3equ88MILmJu3fgFkamoq+/btY+rUqY91ROvEiRMkJiYSFBT0u1JHTktLw9fXl/DwcIYMGfJIY8XeKmPVwQSu51Yw0MWKD6Z64dGlAwsPCgGpEXDiH5AfR5WhA6FyLzZeqiIhKZm8vDxsbGxwcHDAzs6Ozp074+joSNeuXenWrRuurq44Ozs36qUhOjqa0tJSJk6c+NBtNRoNWVlZpKenk5GRQXZ2Nnl5eeQW5ZJvl4+yjxIdMx3U2WqsU60Zaj+UEU+NICAgoNWV2++FEAL5ufOUrF+PIjoaHVNTLOfPx2rhc+g+IAKTkpLCgQMHmD59Or169XrocbKzs9mxYweLFy+ujwpXVFTw4w8/MnHELDIuyshKLAUdLeeTjvCvn9/B0aX5CyHuR2VJMVeOhnAtIpRauZwuru70mzwNt0HD0HkEaQ+hEVQnFlMVmYcyQ4ZET4dOfnaYDHVAr/M9a76eODS/5g9/+AP29vasWrWKwsJC+vXrR1xcXH0YMCcnh40bN1JQUMDXX38NwMKFC3nllVcYOHBgg7EOHz7MpEmTkEgkJCUl8dRTT1FYWFivedLRHZrfQqpJJpPx448/MmfOHLp1azsp+NzcXHbs2MHo0aMbtWyyI6HVajl06BC3b99mwYIFj3Vbi+bypz/9iYiICK5du/bIYXqNVvDLpWzWhiVTUa0iaHA3Xh/nhkWn5qV0WoPq6mrOnDnD2bNniY2NJSkpkYGmhawKMMLTWkuR1oysbnPoMe0dLG1a5oHYmKLgxlKrqeWXhF9YH7eeUm0pumW6yCJkZEdkY29rj7u7O/7+/jz11FNt7uRUX79Oybr1VIaHI9HTw3z6dKwWL8agx73LFbKzs9m5cyfjxo3D19f3oePfaer4wgsv1DuSsbGxXL58maVLl1Kap+BqeBaJF3LR0dGhp58dfcd0pXPPlm/joaypJuH0cS4fOUB5QT6m1rb0nTCZPqPHY2T6aI68Mu8/6airRaDWYtDTHJOhDhh6NFAh/v04NPPnz+fUqVMUFxdjb2/PBx98wNKlS/n+++8BePHFF8nLy2Px4sXk5+cjhOCdd94hKCgIqHvAx8fHc/HiReLj4+sdmr59+xISEnJXmDAwMJDLly/TqVMndHV1Wb16NRMmTKCgoID+/fsjk8nQ0dHBxMSExMREzMzM7mvjr2mruXzcU01arZZNmzbh6uraoPK/rSguLmbr1q307duXESNGdOx0w39QqVTs3r0bjUbD3Llz61f3/d5QKpW4uLjw5ptv8tprr7XImBUKFZ+G32BL1C1MDfV4dUwvnhvcDX3dti+w1mq1REdHs2XLFiIiIsjMzMTW1hZ3d3f8/PwYPnw4AQEBWJqbw40jcPpjKLhWl4p66g3wnd/sGps7xMbGkpuby9SpU1vorECtVROaEcpP138irSINR2NHBkoGUhNbw5WYK9y4cYOCggKcnJwYNWoUCxYsYNSoUW1S5F6bkUHpzxuoOHAAoVRiMmoUVs8vvufKqKKiIrZu3cqAAQPu2V/u1wgh2LdvH3p6evVL4IUQBAcH07179/p738nwc3y9KpgJAwJR1Wix62aK79iu9Oxnh1TasucvtFrSLsdw+cgBshOuoaunT+/hAfg9PQW77j0eaWyNXIU8pgD5hXw0FbVILQwwHtwF4/72SE30fz8OzaOSmZlJdXV1g/OQyWQsXbqUXbt2tZkdbTGXmZmZ7N2797FONZ08eZKcnByCgoLazZm4U1huYWHB1KlTO7SDoFKp2L59O8bGxkyfPv2xVoFuCX755RdWrFjR7ALh+5FcIGP14STO3izGxcaYv0zyYKyHXatfo0qlkr1797J7927OnDmDSqVi2LBhzJw5kxkzZjw4rSgEpITVOTZ5V8C8Kwx/DfyCQLd5EvlXrlwhKyuLadOmNfOM7o9WaDmZfZL119YTXxKPjZENC3ovYK77XKQqKQcPHqyfB61Wy7Bhw5g9ezZz585t9fuduriYsm3bKdu+HU1ZGYZeXlgteR6zCROQ/KqrtkwmY8uWLXh5eTFy5INrg2pra/nxxx8ZNWpUfZ+5iooKfvzxxwZ6WwMGDMC/3wBeWfAX4k7kUF6owMTSgD4BTngOd8DQuOXrC4uyMrkaFkLi2ZOolbU4eXjj9/QUXAcMeeR0VE1SCVWRedSmV4BUgtPq4U8cmsZQU1NDYmIinp6eDVYqtQetPZe/hVRTRkYG+/btY/ny5e2SQ/81arWakJAQCgsLCQwMbJM6nqaiVCrZvn07ZmZmTJs27Te5LLs5jBgxAkdHR7Zv396i4wohOHWjiA8PJ5JWJGdoT2vem+zR4k0vi4qK2LJlCwcPHiQmJgYbGxtGjx7N/PnzGTt2bNP/n+/U2JxaA7mX6lZFDX8N+i0EvabdF+Pi4khPT2/VCLAQguiCaDYmbOR87nmMdI2Y2WsmQR5BOJk6odVqiYyMJDg4mIiICHJzc+nbty/PPPMMixYtwtHRsdVs09bUULH/AKUbN6LMzETXoQtWCxdiMXt2fQFxVVUVmzdvpnfv3g8V4MvPzyc4OJilS5fWO+C/Tj3p6OiQlJREv379iI+Pp4dLD27Fl3D1eDa5N8rQNZDiMbgzPqO7YmHf8srM1VWVxJ8M5+rRw8iKCjG1tsV33ET6jJlAJ7NHu+5VtxXIo/KxmNrziUPTGFJTU9FoNB3iAd/acxkREUFFRUWjFVM7GlVVVfz4449Mnz6dHj0eLbzZUgghiIqKIjIykjlz5uDs3HEaBSqVyvqO488888wTZ+ZXpKSk4Ofnx/Hjxxk8eHCLj6/SaNl+MYvPwlMor1Yx178rb4x3w86s+S9N2dnZfPnll4SFhXHz5k169+7NxIkTWbhwYcvdN4SA9JNw6mPIjgKTznUCff6LQb9xD8OkpCTi4uIIDAxsGZseQkpZCpsSNnEk4whaoWVct3Es9lqMt81/u5FnZGSwadMmjhw5wrVr1+jevTvjxo3j1VdfbVSRbnMQWi1Vp05R+vMGFJcuoWNigsXcuVg9F4Rely7I5XI2b95Mr169GDNmzAOdmujoaOLi4liyZAm6uroIIdiyZQtubm711++YMWOwtLSsV/wGKM6pJO54NikxhWg1gu59bOg7pisObhYtHjnUajWkX77EldCDZMXHIdXTo/ewkfg9/Qz2LvfXdWskT5pTPgyFQkFhYSHW1tZIpVJ0dXXbtR6iNeeyuLiYI0eOEBgY2Cadw1saIQS7du2iV69eD+0025ZIJBK6du2KnZ0de/bswdDQsF50sT2548xYWVkxderUJ87M/2BtbU1hYSFfffUVK1asaPHfvVRHgm9XC+YPdEat0bI9JostUbcQQuDjZIFuI2sbtFothw8f5sUXX+Ttt99GCMFzzz3Hhg0beP311xk7dmzL3jMkErByqUs5dR9Wpz4cuwEub677vrM3SB+cXq2trSUhIQF/f/+Ws+sBWBtZM8Z5DDNcZyDVkXI04yjbkrdxseAiFgYWOJs5Y2VpRUBAAMuWLePVV1/F1NSUM2fO8O6773L48GFMTEzw9PRs0etAIpFg4OKCxcyZmIwMqGuGuWcPpVuCUaZn0KmbM76jRnHy5MmHNsR1dHQkLS2NvLw8XF1dkUgkODg4cPDgQXx9fbl9+zY6Ojrs27ePkSNH0rlzZwA6mRnQo68tnsMc0NWTkn61iPgzuaRfLUZHKsGic6cWq7ORSHSwcnDCa+QY3AYPQ6tRk3T+NFePhpAVfxVdAwMsuzg0V4X499PLqbkkJyejp6eHo6MjlZWVAJiZmbXbA7+15lIIwdatW+nZs+cjL1dtL86dO3dXT5OORnFxMTt27KBnz57tqrqrUqnYtm1bfX3P41C03B7U1NTQo0cPVq5cydtvv92qx8oslrMmNJmwhAIczA3589N1+jU69xEVq6io4NNPP2Xjxo3I5XLmzZvH22+/3T4RwMxzcHotZJwGIysYtKKupUKne9cflZeX8/PPP/P666+3saF1yFVy9qTsITgpmHx5Pi7mLizyXMSUnlMwkDa8txcWFvLJJ58QHBwMQFBQEH/+859b7cVSlZtL6eYtlO/ejVYux8jPj05z57InNwcPb28CAgLuu291dTU//PADEydOrM8oHD58mNTUVLRaLSNHjuSjjz6iqKiogS7ar1ErNaRcLOTayRxKcqswMNbFc5gD3iMdMbNu+Rqjmqoq4k+Fc/XYYSoKC+hkboHPmAn0GfM0ZjZNmuMnKacHIZPJSE1NxdfXF6lUihCCmpoaZDJZvaJlWxd6ttZcJiUlcfLkSVasWPFYFoTm5OSwY8cOli1b1iHrVH5NTU0Nu3fvRgjRLk0e1Wo127dvx8TE5EnNTCMICQlh/vz5xMXFtUkaMyq9hA8PJxKfK8PLwYx3JvbmqV7/vbFHR0fz8ccfc/ToUdzd3XnppZd4/vnnO8bvNisazn1aV0SsZ1yXhhryMpg3rEdRq9V89NFH/PWvf21XZ1qlVRGeGc7GhI0klSZhZWjFgt4LmOc+DwtDiwbbarVafvnlF7788kuuXr1KQEAAb731FqNGjWoV2zRVVVTs3UdpcDCqrCyk9nbc6NkTizlzeOoB+j13ln4vX76c7OxsQkNDUSqVBAYG0qNHD6qqquojNw9yjoQQ5KeWc+1EDulxxSAELr62+IxyarV0VGbcZeKOHSH9yiUkSOjhP5C+4yfRrU9fJA+/Tz1xaO6HEILExERMTEzu0jARQqBQKKisrERfXx8zM7P6nk+tTWvMpVKp5Ntvv2X69OmPpby9SqXihx9+YPTo0fU9szo6Wq2WiIgIkpOTmT9/fpulZLVaLXv27Kl3pp44M41j/vz5pKWlERUV1SZzptUKDl3L419Hb5BTVs3QHlb0qLrOgQ1f1WtVvfvuu/j4tK/s/30pTIDzX8D13SDRAZ95dXU2tv/t1rx27Vpeeumldi/ch7p7ekxBDBsSNnAu9xyGUkOmu05noefCezbDvHnzJmvWrGHPnj3Y2dmxdOlSXnnllVbRbRIaDVWnz1C6ZTOKC1FodHXRjngK99dfx8DV9Z77hIeHc+3aNQwMDJg+fTrl5eWcO3eO5cuXo6Ojw0svvcS5c+eIi4trlGNSWVpD/JlcEs/mUSNXYeVgjM8oJ9wGdUZPv+Ud6YrbhVyLCOX6yXCqZRVYdO6C79iJeI0ah5GJ6f12a5yHJYRoyt9dJCYm3uvjNiMrK0sEBAQIDw8P4enpKT7//PN7bqfVasUf//hH0bNnT+Hp6Sm2bdsmtFrtfcfVaDTim2++Eb179xaenp7Cy8tL7N+/XwghxC+//CI8PT2FRCIRMTEx9fsUFxeLgIAAYWxsLF5++eUmn0trzGVERITYvXt3i4/bVhw9elTs2rWrvc1oFlevXhVr164VN27caPVjabVacfjwYbFx40ahUqla/Xi/JSorK0Xnzp3F2rVr2/S45bIqMe2tz0TXV7eLbm+HiNF/DRaJWUVtasMjUZopxOE3hfiHnRDvmwuxfYEQ2ZeEEEJ8++23Ij8/v50NvJuU0hTx13N/FX039xU+m3zEq8dfFRfzL97zWVBbWyu++OIL4enpKUxMTMSKFStEeXl5q9lWnXxDZLz5lrju6SUS3XuLW88vEbKTJ4VWo6nfJjExUfzrX/8S//rXv+qfPVqtVmzcuFFERUUJIYRQqVTC0tJS7Nu3r0nHV9WqReL5XLHjw2jx9YrjYt1rp8W53TdFRZGi5U7y18dTKkXi2ZNi2/+9JT6ZO1l8/uwMEfrNZyL/5j3vl43yUR57hyYvL0/ExsYKIYSQyWSiV69eIiEh4a7tDh8+LJ5++mmh0WjEli1bhJ+f3wPHzc7OFj169BAlJSWivLxcpKamiri4OKFWq0ViYqJITk4WI0eObODQVFVVibNnz4rvvvuuQzg0xcXF4uOPPxYVFRUtOm5bkZWVJT755BNRVVXV3qY0m+zsbPHvf/9bnD179oEO9KNy+vRp8d1334nq6upWO8ZvmUOHDgkTExORlpbW6sdSq9Xio48+EtbW1sLX11fsPXREfHI0WfT+a6hw/cth8f6BeFFUWdPqdrQYlbeFOP4PIT7qKsT7ZkJsnCLCf/iLSGkDR765FMoLxRexX4jh24cL743eYuaBmWJPyh5Rrbr37+fs2bNi8ODBwtzcXPzlL39p1d9ZdmKi2LvgWZE0dJhIdO8tUsdPEMWbN4sTISHis88+E1lZWSI/P1+sXbu2/t5eWFgo1q5dKyorK4UQQqxatUq4uLgIza+cocai1WpF7s0yEfrDdfHNH06Ib148LkK+iROZ8cVCq2mde9jtzHQRvu5r8cVzs8QncyeLLe+sFNeOHxXK/87z78Oh+V+mTp0qjh07dtfny5cvF9u2bROlpaXiypUrws3NTeTl5d13nNjYWOHr6yvUarUQos7rLSsrE/n5+aKiokKo1eq7HJo7bNiwod0dGq1WK4KDg8X58+dbbMy2RKlUiq+++uqezunjRkVFhfjxxx/F7t27hVKpbPHxY2Njxeeffy5kMlmLj/17IjAwUAwYMKBZD4HGoNFoxLp164STk5NwcXER27dvb/B9YUW1eHfvNdHj3cPC8/9CxefhKaKq5jGKttXIhDj/pRCfuAvxvpmQf+ovRPxeITTq9rbsvlSrqsXelL1i5oGZwnujtxi2fZj47NJnIr/q3tGlkJAQ4enpKezs7MS///3vVrtW0tLSxCcffyxuBW8VabPniET33uK6dx9x6733RE1KihBCiFOnTong4OD6F6WwsLD6LIJGoxHW1tb1/24ulaXV4sL+VPHTm2fE1yuOi83vnRexRzOForL20U7wPtTI5eJy2CGx4fU/iE/mThZfLpojwtd/K0QjfZQWraH54FACiXmypoz3UDwdzHj/Ga9GbZuZmcmIESOIj4/HzKxhf4kpU6bw9ttvY2VlhZmZGYsXL+bjjz+mf//+9xxLo9EwadIkkpKSGDNmDDNnzuSZZ55BrVZTVVVFTU0Nc+bM4ZNPPmHQoEEN9t24cSOXLl2qb6HQWFqyhiY5OZnjx4/z4osvdoyCwiZy7NgxZDIZs2fPbm9TWgSVSsWhQ4coLi4mMDDwruuzuSQnJ3P48GEWL15c3xz1Cc1DLpfj6urK66+/zltvvdWiY+/fv5933nmHiooK3nvvPV566aX71uuk3q7ik6M3CEsowMZEn1dGuTJ/kDMGuo/J71hdS+LOVXTP2U+n6jyw6glDX6lrq6DXMdXJhRBcKrzE1qStnMw+iQQJY5zHEOQZRF/bvnfVomzatIm//e1vAHz44Yc899xzLW5TfHw8YWFhGBoa0kuig1d2FlVHQhFKJZ0GDsR8/nx2ZmYwcPBg/Pz8qK2t5ZtvvmHOnDl07dqV119/nYiIiEbX0jwIjVpL+pW6Jd95N8uR6urg6m+H90hH7F3MWryIWAhBblIC104cJSXqHH8K3teoA/xmqgarqqqYNWsWn3/++X0fFgqFAqVS2SiVSKlUSlhYGLt378bNzY3XXnuNVatWoauri4WFBTY2NgghKCsrQyaTodVqW/qUmo1Go+HYsWNMnDjxsXRmsrOzuX79eqO69T4u6OnpMWPGDLy8vFi/fj3Z2dmPPGZWVhaHDh1i/vz5T5yZFsDY2Jh169bx97//nfT09BYZ89y5cwwYMIDnn3+eefPmcevWLV555ZUHFh+72pnw/XP+7H1pKD1sTVh1KJFR/zrFjotZqDQd5z5zX3QNqHSdzkmvtTB3MxiaQchr8JkXnFgNVbfb28K7kEgkDOg8gM9Hfc6RmUdY6LmQC/kXWBi6kMDDgRxMO4hSo6zfftGiRaSnp/Pqq6/yxhtv4O3tTWhoaIvaZGZmhkqlorq6muGLF+G0Zg2up09h+8brqHJyyH/tNUZu207mvz6hLCMDAwMDxo4dS1hYGEII1qxZQ1ZW1n2XcDcFqa4OvQbYM+ONfgT+30A8h3UhPa6IPWtj+eWfMSSczUVVq3n0k/4PEokEJ09vJr3yBiu+39z4HRsbyhEdOOWkVCrF+PHjxb///e/7brN8+XLxySefiPT0dCGEeGjK6X+JiYkR3t7eDT4bOXKkuHDhQoNUlEajafeUU3R0tAgODm6Rsdqa31Kq6X7cuHFDrP1/9s47rMr7/P+vc9jIlL0RZMmOoGDcOHFrNDHDRGMSk6iJtmnTpt/m12/6bdrMWjWamNaBGjcOUFBA3CggKHvJBtkbhDOe3x+n0lgXKHAA87ouLi951n0O5zzP/bnH+/7iCyEpKemJz1FXVyd89dVXQk5OTg9a9guC0DOpp5SUFGHy5MnCkCFDhNWrV3fWNnQXuVwunM+uFOZuuijY/TZMGP9FjHDkerEg7aVahp4iLS1N2Ldvn+I/crkg5F8UhL0vKYqH/9dYEI6+Jwi3+/d3vKWjRdifuV+YFzpP8NjhIYzfN17YlLRJqGypvGe/trY24Xe/+52gp6cnBAQEdBbnPg23bt0SvvjiCyEnJ0eIjIwUduzY0Vn+IAiCIJdKhcboaKFwxZtCuourkOo2Qij51a+ElsTrwtYtWzrvn6+//rowduzYp7bnQbS3SYSUcyXCT/8bJ2x6J1r44cNzwvl9WUJtea/UPHbJRxnwERpBEHjzzTdxc3N7pJDTtGnTOHLkCDY2NsTFxaGvr9+p6Orq6nrf/mVlZVy/fr3z/8nJyfe1eAP3RGzkcjmVlZW0tbUpCpSUQEdHBxcuXCAoKEgp139azp49i7m5+YBp0X4SnJ2deeONN7hw4QKRkZHdju51dHSwb98+xowZw/CHtHb+wpNzN4L29ddfd/tYiUTChx9+yOjRozE3NycvL4+NGzc+cfuySCRinJMJR98bw4/L/NBWV3ZLHW8AACAASURBVGXd/hvM+Pt5TqWUI5cr5z7zOHR1dTvFShGJFKrDS3+C1QmK+VAph2FLIIQsUMyQUtL98lFoq2mzxGUJofNC+WHqD3gae/L9je+ZdngaH1/4mJSqFAA0NTX5y1/+QlFREd7e3gQFBbF8+XLa2tqe6Lq5ubkcOnSIxYsXM3z4cKZMmYKqqiqRkZGd+4hUVNCdPBnbf/6IfdgJyr28aIiOofDllxl/4gSZGzcibWpi06ZNJCUlkZiY2CPvyc9R11TFY7wVL/5hFAt//Rx2Hkakni9l7/+7SujX18mOv41U0nNRmy7RVc9H6KcRmgsXLgiA4OnpKXh7ewve3t5CeHi4IAiCsGXLFmHLli2CIChWxa+88org4OAgeHh4dBbzVlVVCc7Ozvedt6CgQJg0aZLg4uIieHt7C1OmTBFyc3MFQRCEI0eOCFZWVoK6urpgamoqTJs2rfM4Ozs7wcDAQNDW1hYsLS2FlJSULr+WnngvY2NjB2yb9t1K/YHc1dQdWltbhV27dgkhISFCa2vXWiPlcrlw4MABITQ0tFe7pp51wsLCBB0dHSE1NbXLx1y9elUYPny44Ozs/MBmgZ5AJpMLYTfKhMlfnRXsfhsmBG84L0Rn3O53n4XGxkbhb3/728PtaqkRhHNfCsKXTorOqE2jBSFxlyB09O8uvcKGQuGvV/8qjN4zWvDY4SG8eOJF4Uj2EaFV8p/vb0ZGhuDj4yNYW1sLZ86c6db58/LyhC+++EIoKiq65/dtbW3Cxo0bhYSEhAceV1ZWJnzzl78It3fuEvJmzxHSXVyFNG8fofxPfxLemT5dmDVrVvdf7BPQ0tAuJJzKF3Z9cknY9E608OP688KFg9k9EbXp+6Lg/kpbWxsZGRl4enqipnbvGPWwsLDOXGhP8vPi4SFDhjBkyJDHinY97XvZ2trKpk2bWLlyZedU1oGCIAjs3LmTESNGMGrUKGWb02fI5XLOnDlDRkYGL7zwAtbW1o/c/9y5c+Tm5vL666/3meDjs8o777zD2bNnSU1NfaRquEQi4de//jU//vgjb7/9Nl999VWv167J5AJHk0r5e3Q2xbVt+Noa8OtpLoxxNOoXoy4EQeDrr79m5cqVGBgYPHxHaTukHoErm6AiFYaYKMYq+K2AIcZ9Z3A3aZG0cCz3GAeyDpDXkIeumi5zh89lifMSHAwckMvl/PnPf+aLL75g8eLFfPfdd49VDS8sLOTAgQMsWbLkgdmAmpoatm/fzuLFix+4PTw8HIDg4GCKTp8mZ9MmrAuLEDo6uNF+B+/f/AaX5csRaz75gNSuIsgFSrLqSLtQRn5yFXK5gMVwfdzHWeHoa4Jq9wX7flEKvsutW7eQSCRKmagtlUppamqivb39sY7N076XkZGRSKVSZs2a9cTnUBYpKSlcvnyZt95665lUuM3MzCQsLIzAwEDGjBnzwIdSRkYGERERrFy5El3dhypq/kIPIZPJ8PHxwcfHh5CQkAfuc+3aNV555RXEYjF79ux5aNdkbyGRyTmYUMLGmBzKG+7gb2/I2iAnxg43Vrpjs3fvXnx9fbt2TxMEyD+vcGxyToOqJni/BKPfBdP7SwL6C4IgcL3yOvuz9nOm8AxSuRR/c3+WOC8hyDaIvJw8li5dSnV1Ndu3b2fKlCkPPM9dZ2XBggU4Oj58MnVubi7Hjh3jzTffvM9RbGtrY/PmzbzyyitYWFiwf/9+bAwMcCkvJ+WrrzCTyhDr62Mwfz4GL76IhsOwHn0vHkZrYweZV8pJu1hGY1UbGtqquASY4z7WiqGWXVZf/mXaNigmvxYVFeHk5KSUFa1YLEZLSwtNTc3OWVGCIKCmpnbfDedp3sv6+npOnjzJ4sWL+3wG1dPS3t7Ovn37mD9//qNXc4MYY2Nj3N3duXDhAhkZGTg6Ot7zd6yoqODgwYMsXboUY+P+u3IdTIjFYmbMmMH69euxtrbG29u7c5tEImH9+vV88MEHLF26lGPHjj02utYbqIhFeFrr82qAHSa6GsRkVrLrSiHnc6ow09PE3khbaY5NdXU1jY2NXZuRJRKBoT14LQH3hSBtgxv74OpWKLwMGnpg5KgYtdCPEIlEWOpYMtVuKoudF2OgYcDV8qsczjnMoexDqOup89mvPkMsEbNmzRpycnKYPn36PZmCO3fuEBISwtixY/Hw8Hjk9YYOHYpIJCI6OhovL697IoFqampoampy4cIFfH19MTMz40RkJM+vWIFo1ixWfvMt86dMoSU8nLqQEFqvxSPW0EDdzg5RL0YU1TRUsBhugNdEayydDGhvk5IVd5uU2BJKMmoRqYgwMNVG/Oip312atj3oHZrS0lKAzgJgZdEVx+Zp3svIyEiGDRumlCjU0xITE4OOjs59ej7PGpqamnh5eVFdXU14eDgWFhYYGBjQ3t7Orl27CAoK+qUIuI8xNDTE2tqa1atX8+KLL2JoaMi1a9cICgoiLy+PEydOsGLFCqVHFVVVxPjYGPBaoB0W+prEZlURElfI2axKTHQ0GGY8pM8dm46ODrKysro/k2qIMbjMhJHLQcsQcmPg+g5I3guydjB26Zd6Ntpq2jxn9hwvu72Ml7EX1W3VHM07yp6MPRh5GPHem+9x+F+H+eJvX+Dl5YWDgyI1dfDgQczNzR85TPLnWFtbU1paSk5Ozn0NLebm5ly/fh2xWIyjoyM1NTXcvn0bPz8/vg8NpdjGhld27EDFwJDWK1eoP3SIuv0HkNbUomZhgaqhYS+8MwpEIhF6xloMf84Uj/FWaOmqU5ZbT8alclJiS2muvYO2njra+uoP+qz2nUNjbKz88OaDkEql5Ofn37faVSZ3HRsNDY17HBsVFRVqa2ufyKGprKzk7NmzLFq0aMDVVVRVVREZGcmLL77Yb/5GykQsFuPg4ICpqSmhoaG0t7eTnJyMsbEx48ePV7Z5zyTe3t6kp6fz7bffkpWVpfSozKNQFYvxsjbgtQA7rA21OJ9Txe64IqIyKjAaooFDHzo26urqxMbGPjSF+vgTaINdIIx6B8w9oTYPru+Cq99DbQHoW4OueY/b/bSIRCLs9OwIdghmvuN8tNS0OF9yntMVp7EIssDFw4U//+rPZKdlo6mpSVNTEwsXLuyyUywSiXBwcCA2NhZ1dXXMzc3v2WZubs7x48fx9fXFxsaGsLAwvLy8GD16NGvWrOGD3/6Woc+PwfC1V9Hy8UFWV0fDsWPUheym5UociMWo29ki+q96055ETUMFC0d9PCdaY+lsiLRDRnZ8BannSrmVXI1MKkffVOvnwzG75NA8dQ1Nfn4+urq6GBn1j2K0n1NRUUFlZSWenp7KNuWh3K2xqa6upq6uDldX126ryO7fvx9bW1sCAwN7ycreQRAEQkJCcHFxeeajMw+iqamJXbt20dDQwKpVqwZcofdgoqqqimHDhqGqqkpUVFSf18o8KRKZnGPJZWyKyaGgphVXc13WTHZipoc5YnHv3q+7XBjcHSrSIX6bIh0laQWb0YoiYre5oNp/F0QSuYSzRWc5kHWAq7evoiJSQZImQXpdStiWMJyGO3X7nBUVFezatYvly5ffl4YOCwtDLBYTHBzM6dOn6ejoYPbs2Tg5ObFmzZr7mmCkVVU0HDtG/cFDdBQWItbRQW/2LAxeWIyWR9eU+p+W9lYJOQmVZFwqo7KwCbGKiGHexriNscTOw6hvioIlEgklJSXcuXOnO+fpE0pKStDX1x8QBZSqqqrk5+eTlJSEm5sbzz//fJfUXysrKwkJCWHt2rX3dXD1d9LS0rhw4ULn2PtfuJfKykp27NiBp6cnaWlpzJs3Dyen7t/4fuHpSEtLY+bMmVhYWJCens6OHTtYtGiRss3qFlKZnLCb5WyMySGvqoXhpjq8O8GRuT6WqD26duGp6FZhcHdoq1ekoOK3Qe0t0DFTdEaNfKNfRm1+Tn5DPntS9hCaE0qHuANZjYxFLotYPXE1ZkPMunWuxMRE4uPjefPNN++5/7e2tvLdd9/x6quvoqenx8aNG3nvvffYsWMHX375JYWFhQ8MQAiCQFtCAvWHDtEYEYnQ3o7GCDcMXngB/dmzUemhkS2Po6a0mYzL5WRdvc2dZgnvb53cNw5NfyUmJoYXXniB6urqAfWwbG1t5dq1a8THx2Nvb8/YsWMfWf9z5MgRTE1NGTt2bB9a+fRIpVI2bdrEggULHtiC+KwjkUjYtm0bgYGB+Pr6UlhYyJEjR/Dw8GDy5MkDcqTFQOTw4cOsWLGCZcuWsWHDBrZt28bHH3/MzZs3sbGxUbZ53UYmFwhPKee7s7lk3m7CUl+Tt8Y78KK/DdrqPZ+uPnv2LHK5vPeEPuVyyItWpKFyz4BYFUbMA/+3wDZAUWzczxAEgb1792JqaUq7XTvfnP6GKq0qRIKIsdZjWei0kAnWE1BTefwCVRAEDh8+jKamJrNnz75nW0JCAunp6SxbtoxTp06hoqLClClTMDY25vDhw0yaNOmR55Y1NtIQFkb9wUO0Z2Qg0tBAb8Z09BcuQtvfD1EfPFdlUjkFN6txfM702XZoZs+eja6uLj/99JOyTXkiOjo6SExM5MqVK50Oi52d3T1edV1dHdu2bWPt2rVo9oG2QE8SFxdHfn4+S5cuVbYp/ZLjx48jk8mYP39+59+8tbWVo0eP0traygsvvPDMdoT1FZ9++ilff/01f//731m5cmXn7xctWkRBQQHx8fEDarH0cwRBIDarii2xeVwrqMVQW403xgzj9TF2GGj3XOomKyuL+Ph4Xn311R4750OpyYP4HyFpN7Q3gombImLj/aKiuLifkJyczNWrV1m5cmXnwmTbwW18FvoZJpNM6FDvYKjmUOY4zGGh00IcDB7dJdbe3s73339PUFAQ7u7/SQ/JZDK+++47goODMTY2ZuvWraxdu5bly5fT0tLCiRMnumxzW1qaImpzIgx5czNq1tboz5+P/vz5qFs/fjZiD/DsOjSlpaUMHz6cvLw8LC0tlW3OUyGVSrl58yaXLl1CW1ubsWPH4uzsjEgkIjw8HE1NzQE35qC9vZ2NGzfy2muvYWbWvRDrs0BaWhoxMTG8/fbbaGho3LNNEATi4uK4ePEis2fP7vcaUAORjo4OFi9eTFxcHMeOHSMgIOCe7W1tbbi7uxMUFMS2bduUZGXPkVBQy9ZzeURlVKKtrsLSUbasHDcMC/2n7yRqbGzk+++/59e//nXf1Vh2tEDqYUjYDmXXFZo27gvBbzlY+ys1anP3/XjttdfuKeYFxfc+eFYwVmOtGPn6SC6WX0QqSPE28Wah00Jm2M9AW037gectKytjz549vPXWW/csdNLS0rh06RJvvfUWx48fx8DAAEdHR5ycnJ7o+Shva6MpKor6I0dojbsKgoD26NHoL5iP3rRpiLUfbF8P0Dc6NP2Rr776itraWj766CNlm/LUiMViLCws8Pf3R1NTk/PnzxMfH48gCFy9epVFixYNuO6gCxcuoK2tPWAKK/uS5uZm9u3bx5IlSzB8QAulSCTCxsYGe3t7Tpw4QW1tLcOGDRuwkYL+RmlpKePGjaOhoYHLly8/cM6bmpoaM2fOZN26dejq6g54ZWtLAy3m+lgx08OC+lYJ+xOK2XG5gJK6VoYZ6zB0yJPfX9TV1bly5Qru7u59F0VWUQcLb0V0xiUY5FJIC4WEf0LGCRDkYDRc4ej0IYIgcOTIEdzc3B6oN2NqasqK5SvYu3kv13+6zs71O3GydCK5KpnQ3FD2ZuylpLkEQw1DzLTN7nEQdXV1O58JXl5endtMTEy4fv06WlpauLm5ER4eTlBQEKGhoTQ1NT027fTfiNTU0HRxUYjzLZiPiqEBrfEJNBw+Ql3IbjqKilDR10fVwqKnHdi+advub0gkEpYsWcI333wzqFavIpEIU1NTRo4ciaGhIVFRUUilUnR1dTE1NR0wNRUtLS0cPXqURYsWPVYK/FlDEASOHj2Ko6PjPSJuD0JPTw8fHx9SU1O5fPkyw4YNQ7v3VkfPBBcvXmTy5MmMHDmS06dPo6+v/9B9jYyM8PDwYNWqVTz//PPY29v3naG9hLGOBjM8zFnoa4VEJufw9VJ2XC4go7wRC31NLPQ1u/2QEolElJSUoKKicl9Eok/QNQeXGYpOKANbuH0TkkIgbivU5iuKiXUt+iRqk5eXR0pKCosWLXroAkRTU5Ply5eTnp7Ox7/6mFcnv8of5/yRMZZj6JB3EFEQwYHsA0QWRNIh68BG16YzamNtbU1CQgKCIHRGXkQiEQYGBpw+fZrx48dTVlZGa2srvr6+/M///A/r169/4meHip4e2v7+GL76KkMCAxCkUppORVC//wANJ04oUlNWVqj0TFPOs+nQhIaGcvr0aX788Udlm9IriEQitLW1uXLlCvPmzSM9PZ2oqCjkcjmmpqb9XocmOjoaMzOzft1KryzS0tLIzMx85A3v56iqqnZOJQ8NDUVXV/eXFN4TsmPHDl5++WXWrVvH5s2bu3STd3Z2BmDdunUsXbr0kQ7QQEJfS41JrqYsHWWLuoqYkym3CYkrJDa7Cl1NVRyMh3Sr5VsqlZKdnX1PfUefo6oBlr6KtJPzDJBJFDOkEn6EzHDgbtRG47GnehIEQeDQoUNMnDjxsd9RkUjEnDlz0NXVZdWqVWhoaLBw6kIm207mZbeXsdaxJq8hj9DcUELSQ0itTkUsFmOrZ8swu2EcPXr0nojY0KFDycrKQiaT4e7uTkREBK+//jr/+Mc/cHR07LyHPCkikQg1S0t0g4IY+uqrqDsMQ1JSSsPhI9TuCqE1IQFkctRsbRA/eTahb3Ro+hsBAQGMHj2aDRs2KNuUXuPChQtUV1ezYMECQKFHcOnSJXJzcxk5ciQBAQEMGdLlGRl9xt0i5vfff79f2qdMmpub2bp1K0uXLsXKqvtFdrdv3+bQoUPY2Ngwc+bMAZeGVCZbtmzho48+YufOnU/Ujr1kyRJSU1O5fv36gCvO7wqtHVIOJ5bwz4v5FNS0YmWgxfLn7Vnib4Oe5uM7cVpbW/nHP/7Br3/96/614LrTCCkHIXE73E4BNW3wWAS+r4HNqB6N2qSmpnLlyhVWrlzZrSjX2bNnmT9/Pr/61a/44x//eM+23Lpcjt86TvitcCpbK9FV02Wa/TTsWuwQl4lZtmxZ57VKS0vZv38/a9asYd++fXh4eLB9+3bi4+O5cuVKj73On9NRUkrD0aM0HD+OpKgIkaYmupMnoz9vLkPGjOmucN+zVxSckZGBn58fFRUV6OjoKNucXkEikbBhwwaWLVuGqanpPdvq6uq4fPkyqampeHh4EBAQ0CUtm74iNDQUQ0PDLkt8PysIgsCBAwcwNjZ+qgLvjo4OTp48SWlpKfPnz38ix+hZ49tvv+WPf/wjBw4cYObMmU90DolEgr+/PzY2Nt3qHBloyOUC0ZmV/HjhFlfza9HRUOUlfxveeN4ea8NHpzu3b9/O2LFj+6eOkiBA6XVI/BekhoKkBYycwOdl8F4Kek83Nkcmk7F582bmzJnDsGHdHwh55coVgoODeffdd/nLX/5y//nlMq7dvsaJvBNEFUXRJm1DT9BjoulE3hn7DrZ6tgAcPHgQCwsLrKysCA8PZ9myZVhYWJCQkNCr5RmCIHDnxg0ajh+nMfwksoYGVIYORW/WLPTnzkXTw70rTt6zVxT8pz/9CRUVFd555x1lm9JrJCUlIZVKH6isq6WlhbOzMz4+PlRWVnLy5EmKiorQ1dVFX19fqUrOlZWVxMbGDsjxDL1Nd1NND0NFRQVXV1e0tbU727ttbW1/KRh+CJ9//jmfffYZR48eZdq0aU98HhUVFRYsWMAf/vAH6uvrB1zXYVcRiUQ4muiw2M+Gya6m1LdJOJBQwo7LBWRXKDRtHtYZ1draSklJSWearl8hEoGeJbjOgtFvw1AHxZiF5N0Q9x2UJioKjYcOU+jcdJPExERaW1uZMGHCE5lnY2PD1KlT+eCDD7h9+zYzZsy4Z7tYJMZG14YguyBecXsFB30HKloriK2KZW/mXi6XXUYik+Dv7M/pk6eZPHkyGRkZGBoakpCQQHFxMcHBwU9kW1cQiUSomZujM2ECQ19fhqaHB/LmZhpPnKB+3z4aT51C3tSEmoXFo4T7nq2Uk1QqxcjIiEOHDjF16lRlm9MrCILA1q1bmT59epcm2EokEm7cuMHVq1dRVVUlICAADw8PpRQQD1QBwN7mrqLnk6aaHkZLSwvh4eFUVVX9Eq15AJ9++ikbNmwgLCysxz6TV69eJSgoiO3bt7N48eIeOWd/p6y+jZ1XCth7tYimO1JG2hny+hh7Zribo676H0e6urqaXbt2sW7dun43IuehVOdC8h7FmIWmMtAaqpgG7vMKWHRt4KZcLmfDhg0sWbLkqb+DN2/eJCgoiBdeeIEtW7Y8dv8TsSc4XXSaYv1i8urzUBOr4SR2YqzRWJ43f560lDRMTU1ZsmQJNTU1fb7QlDU20hgRQcPx47QlJAKg7eeH3uzZ6E6f9t+DMp+tCM3p06cJCwvr0h96oFJcXExmZibTpk3r0k1BRUUFS0tL/P390dfXJzExkejoaGQyGSYmJn02KqGuro6oqCgWLFjwS3Tmv4iMjOzsXutJ1NXVGTFixC/Rmgfwv//7v2zYsIHIyEjGjBnTY+e1trbGwsKCd999l1mzZj0TBdq6mmqMczJhWaA9xjoaXLlVw75rxeyPL6alQ4qD8RCGaKiira1NYmIiNjY2A2IUDQDaQ8FhIgS8C9ajFGJ9Nw8oxPsywxWFxUMdHjn5Oysri6qqqieOzvwcMzMz5s6dy29+8xsKCwsfG1UZbjOcwiuFvDnyTZY8twQ1sRqJ9YlcarzE2bqzlDaVMtZvLEd2HsHHx4fhw4c/tY3dQayhgZa7OwYLF6I/fwGqQw1pS75BQ2gotTt30pacjCCToWZtjVhd/dmK0CxevLizknywcvjwYaysrO4T+uoOFRUVxMXFkZmZibu7OwEBAfcNNutpBqoAYG9TVlbGTz/9xPvvv9+rxaS/RGv+w1dffcVnn31GRERErw1z/eCDDzh8+DCJiYnPhFPzc+RygXPZVey8UkBsVhVqKiJmeljw+hg7qjPjUVdX77b2Sb+itRZSDilav2/fVKSiXGaCz6vgOBlU7l2whYSE4O3tjZdX1yI6XSEjI4Nx48axfPlyvvzyy0fum5+fz7Fjx3j//fdRU1NDKpfy15/+yi3tWyQ3JiNBglqLGnrlevyw/gecDJyUGkETBIH2rCwaw8NpDD+JpKwMkbo6rjdvPDtFwc3NzZiYmJCQkKDc1sBepLm5mc2bN/PBBx/0yMOvubmZ+Ph4EhMTsbS0JCAggGHDhvX4h/mu3atXr/6ls+lnCILAP//5T0aOHImvr2+fXC8tLY2IiAh8fHyYOHHiMxct27hxI7///e85ceJErxamy+Vy5s6dS15eHvHx8YO2QeFx5Fe3EHKlkIMJxTS1S3E21sSJMr7+4GU01QaGbtYjuZ0CSXvg5n5oq4UhJuDxgiItZelLTW0t27dv58MPP+zx79rNmzeZOHEi77//Pp999tkj9z106BBDhw5l8uTJgGJo86FDh1jw0gL+78D/0WTVREpDCiIVEY76jswYNoOZw2Zip6fcGXudxcThJzH/5PfPjkOzZ88efv/731NYWKhsU3qN8+fPU19fz9y5c3v0vBKJhJSUFOLi4hCLxZ11Nj31BYyKiqKjo6NXi84GItevXycpKYkVK1b06YqoubmZkydPPnPRmm3btrF+/XoOHTrE9OnTe/16EomE8ePHA4rvbl+ld/sjLe1SQpNK2Xm5gJzKZgy0VFk62o5XRts+tjtqQCDtgOwISDkA2ZEg6wAjJ3K0fak0m8Dzs3tnjtW1a9eYNm0aH330EZ988slD92tsbGTr1q2sXLmSoUOHArBz5058fHxIT0/HxcWFha8u5IXfvUCVcRXXK68DMMJoBDPtZzLdfjoWOk/X6dUDPDsOzYQJE/Dw8GDz5s3KNqVXuFtY9tJLLz1y8vbTIAgCeXl5xMXFUVFRgZ+fH35+fk8VVblz5w7/+Mc/ePvtt38ZpPgz2tra2Lx5M6+88kqv/T0fxbMWrTl+/Dgvv/wye/fu7fEFwaNobm7G39+f4cOHc+zYsWe+fkkQBL7ceYyERh0SytsBmOhiysujbJnkaopKN8T6uopEIqGpqYmmpibu3LmDXC5HLpcjk8kAxWiZuz+qqqro6Oigq6uLtrb2ky002uog/RjyG/sQF/1b38VmtCJq475QUZfTg1y8eJHg4GC+/vpr3nrrrYfud+nSJQoKCnj55ZcRiUTk5eURGRnJlClTOHv2LMnJyWRkZBAbG8vtlttEFkQSkR9Bak0qAL6mvswcNpOpdlMx1urdEoWH8Gw4NBUVFdjZ2VFUVHSfLstgITMzk0uXLvHmm2/2yfUqKyuJi4sjIyODESNGEBAQgImJSbfP898CgL+gIDw8HIBZs2Yp1Y670Zrq6mrmzZs3KKM1GRkZBAQE8MUXXyhFzuHu4mD69OmDVr28O6Snp5OQkMDkOS8oiocTiqlqasdCX5MX/W140d+mW0MxZTIZlZWVlJWVUVNTQ3NzM01NTZ3/ymSyTidFS0vrHgdGJBJ1OjhyuRyJRNJ5XHt7Ozo6Op3H6ujooK+vj7m5OZaWlo9d6GVnZ3PjfBiLXVCkpKoyFS3fw6cqnBuXmY8sJu4OoaGhvPbaa0RGRvL8888/9H3aunUrQUFBuLq6IggC27ZtY/z48URGRjJp0iRGjRp133O0uLGYiIIIThWcIqcuB7FIzCjzUcwcNpMg2yD0NfpMHfvZcGg2bNjA1q1bycjIULYpvcbu3bvx9PR87HyfnqalpYWEhAQSEhIwMzMjMDAQBweHLq1cHiUA+CxTWVnJzp07Wb16db+YZTWYozWNjY14enoyc+ZMtm7dqjQ7t5aTRgAAIABJREFUcnJyCAwMZNWqVfz5z39Wmh39AalUyrfffsuKFSswMjJCIpMTnVHBnqtFXMipRiyCya5mvDLalvHOJvdEbX7uvJSVlVFeXk5VVRWGhoZYWlpibGyMrq5u54+Ojg6amt2fP3XXzubm5k4Hp6mpifr6em7fvk15eTnq6upYWFhgYWGBpaXlfU7OiRMnMDY2VhSeC4Ki3iblgKKguKkc1HVhxDzwWgz240D8dDVFn376KVu2bCE5OfmhE7Tz8vIIDw/n/fffR0VFhfT09M4BrNXV1Xz88ce89957rF279oHH59blcqrgFBH5ERQ1FaEqVmWs5Vim2U9jgs0E9NQfqiHTEzwbDs2IESN45ZVXHplDHMjU1NTwr3/9i3Xr1intQSOVSjvrbARBwM/PD29vbzQ0Hj73JCEhgdzcXF566aU+tLT/89NPP2Fvb99rHTZPymCL1sjlciZOnIggCJw7d07p6Z5r164xZcoUPv/8c95//32l2qJsoqKikMlk99UyFdW08lN8EQcTiqlu7sDKQIu5HsZ4DmmmqiiHkpKSTuflriNhZmbW52M+BEGgrq6O8vLyTseqvLwcTU1NnJyccHZ25tixY7zxxhv3K7XLZVBwQdH+nX4cOppAx1zh3LgvUKSnnvCzOn/+fPLy8khMTHzoe7J7926cnZ0ZNWoUcrmczZs3M336dEJDQ2lra+PgwYOkpaU99vWn16YTkR/BqfxTVLRWoCpWZbTFaKbaTmWS7SSGavZsao1nwaHJzs7G19eXmpqaQTlDBeDMmTMA/UIsUBAECgoKSEhI4NatW7i7u+Pv739fa2p3BQCfFYqKijh8+DBr1qzpl1GQwRSteffddzl58iQpKSnoPVx9tE85deoUixcvfqaE9x7E3Zlu69atu69YWi6XU1BUzIFLmZzKbqKwXQsxAgG2Orw+zomgERaoqvS/WiRBEKiqqiI7O5uUlBSqqqpwc3PDxcUFJyenB0djJW2QdQpSD0POGZC1g64luM9X1NtY+3VrnlRHRwfPPfcczs7OHDly5IH7lJeXs3fvXtasWYO6ujpxcXGUlpYiFosZOnQowcHBJCcnd3lEhVyQk1KdQnRhNGcKz1DSXIJYJMbPzI8pdlMIsg3CVLtHIvSDX1jv22+/pbGxkffee0/ZpvQKgiBw/Phxpk6d2i9ankUiEYaGhri7u+Pt7U1tbS2RkZFkZmaiqqqKkZERYrG42wKAzwKCIBAaGkpAQEC/jX6IRCJMTU3x8vLixo0bXLx4EUtLy37jEHSV77//nm+++YbY2Fisra2VbU4nTk5OWFlZ8c477/D8889jb2+vbJOUgpaWFoWFhQiCgIWFBYIgUFJSwrlz5wgLC6OosBAvOxPenubDa+Nc0VBX4UJePQcSS/kpvpialnYs9LUYOqT/DGAViUQMGTIEW1tbmpqaMDU1xc7OjszMTCIiIsjLy+tUs+9cJKiogambYiBmwCowHQF36iD1kGJgZvIeaCwFLQPQtXisc6OiosK8efP45JNPaGlpeaA0ga6uLmVlZdTV1WFnZ4exsTEnT55kzJgxJCUlUVxcTGtra5e1gkQiEeZDzAm0DOQVt1eYbDsZAw0DUqtTOZ53nF3pu7hcdpmmjiaMtYzR03jie8ngF9ZzcHDgo48+4t1331W2Kb1CQUEBERERrFq1StmmPBSZTEZ2djbx8fFUVlbi6+tLZWUlw4YNeyoBwMFGdnY2UVFRrFq1Sunpj67w39GaCRMmDIjW44sXLzJjxgx2797N/PnzlW3OA/nb3/7GX//6V2JiYvpEg6g/kpOTQ0xMDH5+fiQkJNDR0cHIkSNxc3PD8F7JewAkMjkxmZUcTCjhbFYlMrmAr60Bi0faMNvboktTv/uK77//npkzZ2JrqxgKKZFIyM/PJzk5mfz8fDw9PfHz83t4beGdhn9Hbo5AXgzIJWBgp0hJuS8AC+9HOjeXLl1i+vTpD/0O1NbW8uOPP7J69Wq0tbU5fvw4+vr6JCQkIBaL2bRpE3l5eU/9Ptyqv0VUURRRhVFk1CpqXN2GujHFbgpT7KbgoN+t6P3gTjnl5+fj7u5OfX19n+dQ+4rjx49jbGzco/LsvUl1dTWXL18mKSmJ4cOHM3r0aBwdHZ/5KI1cLuf7779n0qRJuLq6KtucbtHc3ExERASlpaVMnz4dFxeXfvv3LC0txdfXl9WrV/PHP/5R2eY8kt///vds3bqV2NjYHlWRHQhUV1dz7do1EhISsLGxYfz48V1uNgCoamrnaFIpBxKKyalsRlNNzEwPCxb7WRMwzAhxL7R/dxWJRMIXX3zBb3/72wemaxsbG7l+/TqJiYkYGRnh5+eHm5vbw+frtdUpxiykhcKtWJBLFeMW7jo3Zh4PdG5++OEHPvroI+Li4h44STs8PBxVVVWmT59OeXk5+/btY8SIEQAsWLCA9PT0Ho0gFjcVK9JSRWe4WXUTAEd9R6bYTWGq3VScDZ0f9/cf3CmnXbt2kZ+fz5o1a5RtSq8glUo5fvw4s2bNemTxbX9CW1ubyspKdHV1cXR05NKlS1y+fBmZTIaxsfGAWOH3BikpKVRUVDB16tR+6ww8jLszoUxNTTl9+jQ5OTlYWVmhrd2/BNE6OjoYN24cvr6+fPfdd8o257EEBQVRXV3NunXrCA4OHvSdgIIgkJubS3h4OJcuXcLGxgYbGxtUVFQIDAzs1vdiiIYqI+0MeS3AjkmupggCnEq9zU/Xijl8vYTGOxKsDLTQ1+r7+83dDix/f/8HbtfQ0MDe3p7Ro0ejqalJQkICMTExtLe3Y25ufv89Uk1LMQjT60XwfwuGOiq6pG7uh4R/ws190FAC6kMU9Tf/fh9HjhxJUVERn376KStWrLivxtTCwoKwsDA8PDwwNjYmPT0da2trbty4wa1bt9DV1WX06NE99r7oa+jjY+rDIqdFLHJahJWOFeWt5YTdCmN/1n6O5h6luKkYFZEKZkPMULm/62twp5wCAwOZOHEin3/+ubJN6RXu6jUsW7ZM2aZ0mf8WALybG09ISCArKws3Nzf8/Pz6bQ1JbyCXy9m0aRNz584d8DUTMpmMuLg4Ll26xMiRIxk3bly/iY4uXLiQ3NxcEhIS+o1NXeHDDz9k9+7dnDt3btCObSkuLiY6OpqWlhbGjx/PiBEjUFFRobW1lY0bN7JmzZqndpDvSGREpt3mYEIJl/KqEQTwszNkvq8VszwtMOyjeptr165RUVHBnDlzunxMVVUVV65cISsrizFjxjBq1KjHL/5aqiEzDDLC/h25kcAQU3ANBtc5MGw8crFqZx1NbGzsfanu6OhoWltbmTNnDjdv3uTGjRs0NTWRnZ3NtWvXuHz5cjdfffepaashtjiW2JJY4sriuCO7wxC1IYyxHMMkm0mMsxqHgaYBDOaUU0NDA6amphQXFw/alc2+fftwcXEZUDn2rKwsLl68+EABwJaWFpKSkkhMTERbWxs/Pz88PDwGfdQmJSWFxMRE3njjDWWb0mM0NjZy5swZiouLmT59Oq6urkqNPIWEhLB27VrS0tIeqsHRn1mzZg379+/n/PnzAy4l+SiqqqqIjo6mvLyciRMn4u3tfd9DNTQ0FDMzsx5Nq5fWt3EsuZTQ66XkVDajpiJigrMpC3ytCHIz7dU5UseOHcPa2pqRI0d2+9jq6mpiYmIoKSlhwoQJ+Pr6dq3e7k6Doksq4wTkRkFHM2jogdM0Wu2D8FywnlVrf8VHH310z2F3Hcr33nsPLS0tvv32W7y8vKitreWNN96gsrISff0+E87jjvQOV8uvcrb4LOdLzlPVVoVYJMbHxIedM3cO3pTTsWPHiIuLG7TaM21tbURGRjJnzpwB1TYbGRmJj48P5ubm921TV1fH1taWUaNGoaenx82bNzl9+jTNzc0YGhr2uxRGTyAIAkeOHGHSpEmdM1QGAxoaGowYMQIzMzPOnDlDdna20tJQ1dXVzJo1iy+//JIJEyb0+fV7guDgYG7dusVvfvMbZs+e/USq3P2JhoYGIiMjiY6OxtPTk4ULF2JlZfVAp1dXV5fo6GhGjRrVY06xnqYa/vZDeS3AjmnuZmipq3I+p4oDCSXsvFxAQU0LQ9RVsTTQQtzDjvjZs2fx8/NDV1e328dqa2vj7u6Ora1tZyRUR0cHY2PjR783qppgNkJRUxPwPlj7K1JPuWdQSzvI6pEiGjPOoq+jyRBzZ1BXfE/V1NRobm6mtLQUJycn2traaG9vJy8vj8zMTBwcHPo0aqgqVsVe356JNhN5bcRrTLCegJGmETl1OSxxWTJ4U06LFi1CS0uL3bt3K9uUXiEhIYH8/PwBpVVRX1/PDz/8wPr167vshNXV1ZGQkEBycjLm5uY899xzuLi4DCgn7lFkZ2dz9uxZ3n777QFXO9NVZDIZ165d48KFCzz33HOMHz++T1M+wcHBdHR0EBUV1WfX7C1Wr17Nvn37iI2NxcPDQ9nmdBupVMq5c+dITEzEz8+PMWPGPFYfTBAEfvjhByZNmoSzs3Ov2SaTC8TdquFoUimnUm/T3C7FXE+TeT6WzPWxZISF3lN/R6VSKX/7298eWhDcHe7O1ouOjkZFRYXZs2c/cKH4SGRSKI6DjDCqLm7HRO0OgkiMyO55cJ0FztNpVDVm69atrFmzhjt37rBt2zaMjY2JiIhALpdz6NChp3odPcjgTDlJJBIMDAw6b6CDke3btzNmzBhcXFyUbUqXuXDhAg0NDcyePbvbx0qlUtLT00lKSqKyshJPT098fX3vE+wbSAiCwPbt2xk9evSgrY34OU1NTZw5c4bCwkKmTZvGiBEjet2Ju5tqysjI6P7Nvp9yt6YmJiZmQHU/lZaWcvToUUxMTJg5c2a3IhTp6elcvHiRt956q08c/zsSGVEZFRxNKiU2qwqpXMDBZAizPS2Y5WWJi3n3oyugWNRt376ddevW9ZitgiCQnJxMVFQU/v7+jBs37uEdUY+gpbmZBYGO/L+X/BhjUANV/x4VZOxMrtiRZsux+Mx5h+27dmNqakpOTg6ffPIJ9fX1/aUsYHCmnM6fP8+xY8f45ptvlG1Kr9DY2Mj58+eZPXv2gNArAcWXLjw8nHHjxj1RzlUsFmNmZoaPjw9ubm5UVlZy5swZUlNTEQSBoUOHDrioTVFREampqQQHBw/a6MzP0dDQwM3NDQsLC6Kjo8nMzOzVNNTPU03jx4/vlWsogxkzZlBVVcUHH3zAtGnTlDKNvTtIpVJiYmKIiopiypQpTJw4sdtdmcbGxiQlJaGhodEnNZGqKmKczXSZ62PFqwF22BkNobyhjSPXSwmJKyT8Zjm1LR0Y66gzdEjXX0tVVRXFxcU9utAWiURYWFjg6elJYmIiV65cwdraGh0dnW6dR11dHUNbN+av+4aXvo7CcMK7ivbvlkoMy85hUX4G4epW7DQaaGuspaRRxrWkFEaPHt1fmhkGZ8ppzZo1ZGRkDIoQ84OIj4+npKRkQE2ovn37Nvv372ft2rU99vCWy+Xk5eWRlJTErVu3cHV1xdfXF1tb2wHhIOzZswc3N7dBG0V8FDKZjPj4eM6fP4+vry8TJkzo8TTUzJkzkUgkg/Y+8Lvf/Y6tW7dy9OjRflsb9POoTHBwcLcfsj/n1q1bhIeH89577z1RBKInqGpqJyLtNmE3yrhWUIsggKu5LrM8LZjlZYGDyaNfX3p6OikpKbz44ou9Yp8gCNy4cYMzZ848cbRm6dKl5OXlERcX958Fc3szl3b/BSchD5O664haKhEQkdagTb6aC3PWbwQz926NYegFBl+ERhAEVqxYwR/+8IdBG8aPjY3F3d19QHVvXb58GXNz8x6d2yQSiTAyMsLd3R1fX1+am5s5f/48V69epaOjg6FDh/ZbfZ7bt28TFxfH3LlzB0yUrScRi8VYW1vj5eVFZmYmZ86cQVdXFxMTkx5xRkNCQti2bRsxMTFP9RDtz0yZMgWRSMSqVatwcnLqV/e7nojK/DeGhoZkZ2cjlUqV1qk2REMVb2sDFvvZ8PIoW6wNtSmsaeHQ9VJ2XinkdFoF9W0SjHTUHzh2IT8/H6lU2mu1QCKRCHNz885oTVxcXLejNTNnzuyc+P78888rfqmqjprFCH66Xs+oD3ZyplCFDo2hGMgq8VPLhYR/QdJuqPm3erCupWJsQ9/SpQjNgHJosrOz2bx5MyEhIQNild5d2tvbiYiIYNasWQMmxSKXyzl+/DjTpk3rtXlT6urq2NjY4O/vj5WVFfn5+Zw6dYri4mLU1NQwNDTsV45DTEwMjo6ODBs2TNmmKJW7aShLS0uio6PJyMjA0tLyqT4ngzXV9CDGjh2LlZUVb7/9Nvr6+owaNUrZJtHc3MyePXuQSqW8/PLLWFtb99i92MTEhLCwMPz8/JQWpbnLEA1VfGwMWOJnw4v+NlgaaJFf3czh66XsulJI2M1yKhrvoKupiqmuBiKRiMzMTLS0tLCzs+tV2zQ0NPDw8EBVVZXQ0FD09PS6XG+orq6Oq6sra9eu5aWXXuocM6Grq0tWVhaamlroW7sQd1uVqxJXXt94jiXv/w866ig0b27shcuboPAiNFeCug4MMemL6M3gc2gOHTpEVlYWq1evVqYZvUZ2djatra0DKk2Rn59PSUlJnzxcRCIRenp6uLi4MGrUKARB6FTabGlpQV9fX+nt33fu3CEsLIy5c+cOKIG33sTAwICRI0fS3t7OsWPHaGlpwdra+omc9kWLFmFmZsbf//73XrC0/+Hj44Ovry+rVq2ipaWFyZMnK82WsrIydu3ahbu7e68omN8dnFhfX9/rTkF30NVU4zlbQ170t2WJnw02hlqUN9zh2I0y9l4t4mBCMcV1bdRWVTDc0girPogw3Y3WDB8+nBMnTtDc3Iy9vX2XnEtnZ2dSUlLYtm0bb775ZucxqqqqJCQkMGnSJKKiotDR0eFGRi76LuPwe+MvMGY12AaC9lCoSIWUA4roTeJ2qEhTTA8fYqpQLe55Bl8Nzbx58zAxMeHHH39Uphm9xtGjR7G0tOwXK7GucuzYMUxNTQkMDFSaDdXV1SQlJXHz5k0MDQ3x9fXF3d1dKQ5FXFwcpaWlLFq0qM+vPRBobm4mKiqKvLw8xo8fz3PPPdfl1fhg7GrqKteuXSM4OJh58+axbdu2Po9IpqamcurUKWbPnv3A2UA9RU1NDf/6179YvXo1WlpavXadnqCupYOojAoi0yq4kFNFu1SOroaYGR6WTHc3Z6yTca+K+N2ltbWVgwcPoqamxqJFi7rkaLa0tDB8+HDWr1/fKbgnk8n4+9//zrJly7h8+TINDQ2cPHmS9vZ2QkND7z9JYxnknYW8aMW/bbWK31t4g+NkcAwCm9Gg2iP34cHVti0IAgYGBoSHhzN27FhlmdFryOVyvvrqK955550+VWd8GiQSCd988w3vvffeEwlJ9TQymYycnBySk5MpLCzEzc0NX1/fHg2LPwpBENi8eTNz587tnLT7Cw+mrKyM6Oho6urqmDx5Mu7u7o/8G0kkEuzt7fn4448H7fy2x5GXl9epuBsaGton7bSCIBATE0NqaiovvfRSn0gphIWFoa6uzrRp03r9Wj1FS7uUv+48TrEwlMTydpruSNFWV2GCswmTXE2Z5GKKiW7v1fzJZDIiIiIoKChg6dKlXRLyPHz4MCtXrqS4uLizDufuXClXV1fCw8OprKxkw4YN1NfXP/oeKpdB+Y3/ODfFVxWDNNWGwLBx/3FwjByfND01uByajIwMAgICaGhoUJYJvUphYSERERG88847yjaly2RkZBAfH98v5001NTVx48YNkpOTAfD09MTLy6szZ9wb3Lp1i8jISFatWjUoa7x6g1u3bhEdHY1cLicoKOih09n/7//+jx07dpCVldWv6qX6moqKCiZOnIiBgQFnzpzp1aLo9vZ2jhw5Qnt7O4sXL+61Grn/pqmpiS1btrBq1Sr09PT65Jo9wf79+/H09GS4sytxt2qITLtNdEYltxvvAOBtY0CQqymTXU1xt3x6Ib8HkZCQQGxsLAsXLuxSk4a/vz8BAQFs3LgRUKg8b926lQ8//JDNmzcjk8n4/PPPuXz5cvfGctxphIKLCgcnNxrq8hW/17VUODjDxoP9ODDscmpxcDk0W7ZsYdOmTaSlpSnLhF7lzJkzqKqqMmnSJGWb0mUGQopMEARKS0u5efMmaWlpDB06FC8vL9zd3Xu83ubAgQM4ODjg5+fXo+cd7AiCQHp6OjExMejp6REUFIS1tXXn9paWFmxtbdm6deuAUs/uLZqbm5k6dSr19fXExsb2StSktbWVkJAQrKysmDlzZp8X6d4dZjl37tw+ve7TcODAATw8PBgxYkTn7wRBIL28kZiMSqIzK7lRUo8ggJmeBpNdTZnsasbzw43QVu+5JpDCwkIOHjzI9OnT8fT0fOS+58+fJzg4mLy8vM7P0f79+xk+fDhFRUUUFBTw008/sWLFClatWvXkRtXeUkRuCi5A/gVorVb83sBO4eDYj1f8q/fQ+qPB5dDMmTMHCwsLfvjhB2WZ0Kts2rSJhQsXDpjhenK5nK+//pq33noLAwMDZZvTJWQyGXl5eaSkpJCTk4OdnR2enp64uLg8dfi+sbGRLVu28OGHH/bbdvL+jkwmIzk5mXPnzmFtbc3kyZMxNjZm/fr1nD17lqSkJGWb2G+QSCQsWLCA5ORkTp482aOqws3NzYSEhODs7MzkyZOVEm28c+cOmzZtYunSpVhZWfX59Z+EQ4cO4erq+sixFdXN7cRmVRGTWcH57Gqa26Woq4oJdDAiyM2UCc4m2Bk9fSSssrKS3bt3M2nSpMcOOA4KCsLCwoLdu3cjCAJxcXGcO3cOuVyOiooK165dQyKRcPz48ae2CwBBgMqMfzs35xWRnDv1im1GwxWRm7sRHJ3OuWaDx6ERBAF9fX1OnTr1n975QURNTQ07duxg/fr1AyZVUVRUxMmTJ5/Oa1ci7e3tZGZmkpKSQmlpKS4uLnh5eWFvb/9EKY2nGf3wC/cikUi4evVqpyrq22+/zfHjxwdU9LIvkMvlrFu3ju3bt/PPf/6zR6JXjY2N7Nq1C09PT6UL+qWkpHDhwgXefvvtASFjceTIERwdHfH29u7S/h1SOQkFtURnVhKTWUl+dQsAdkbajHMyZryTCYGORuhqPtliq6amhl27djF27Fj8/f0ful9qaiqjR49m9+7dlJeXIwgCLS0tLFy4kEOHDlFdXc2PP/5IXV1d7zyf5DJF11T+vx2cwsvQ0aTYZuKmcG6Cvxg8Dk1aWhpjxowZtPUz8fHxlJaWMn/+fGWb0mUGYorsYTQ1NZGamkpKSgpNTU14eHjg5eWFubl5l77AgiDw3XffMWfOnF+KgXuQtrY2XnrpJQoLC/nyyy8ZO3Zsv+98UQbbt29n7dq1fPDBB52iaU9CU1MTO3bswNfXt180XgiCwIEDBzA2NiYoKEjZ5jyWU6dOYWhoSEBAwBMdn1/dwoWcKs5nV3E5r4bWDhmqYhHP2RoqHBxnEzys9FERd92pqKurY+fOnYwbN46RI0c+cJ+8vDzeeOMNQNFJaGdnR2xsLO3t7TQ2NlJdXc2f/vQnzp49e086rdeQSRUFxvnnFFGcojj4pLxLL7r/u70o1HNtbGyUbUavUVhYyPDhw5VtRrfIyspi4cKFyjajR9DV1SUwMJDAwECqqqpISUnhwIEDqKmp4enpiaen5yPTardv30YqlQ7qz6gyuH37NlFRUZw+fZra2lo2btxIYGAgAQEB/WVgXr9g+fLljBgxgrlz53Ljxg0OHjz42CnX/01LSwshISF4e3v3C2cGFFors2bNYuvWrbi6uvb71JOuri5NTU1PfPww4yEMMx7CskB7OqRyrhfVcT67igs51Xx9Jpuvz2RjoK3G2OGK6M04Z2Ms9B/t4BsaGrJs2TJ27tyJiooKPj4+ndva29s5ffo0ubm5fP7550yfPp3q6mrs7e3x8vJix44dTJo0ierqaqysrIiNje0bh0ZFFaxHKn7GrQdpR5cPHRARmlmzZmFjY8PWrVuVcfleRRAEvv76a1auXDlgalFqamrYuXMn69atGzApsu4iCALFxcXcvHmT9PR0TExM8PLyYsSIEfdFCSIjI1FTU1Oq6NlgZN68eYBC6wgUekNnz56luLiY8ePH4+vrq3RF2f5ERUUF06dPp6Ojg8jIyC472G1tbezatQsnJ6d++RkeKKmnGzducOvWrV6Zw1fT3M7F3GrOZ1dzIaeKyqZ2AOyNtAl0NCbQ0YhAB6OHtoZXV1ezc+dOpk+fjoeHB3l5eZw4cQIHBwemTZuGpqYmK1euJDMzk4sXLwKwbds2xowZw/Hjx7l+/TptbW2EhYX1+GvrIoMj5SSXy9HX1ycqKorRo0f39eV7naqqKvbu3csHH3ygbFO6zOXLl6mpqWHOnDnKNqVPkMlk5ObmcvPmTfLy8hg2bBienp44OzsjFov59ttvef311zE2Nla2qYOGmzdvEhgYSEpKyn3tp6WlpURHR9PQ0MCkSZMeq2HzLCGRSHj11VeJjo7m8OHDj62Dkclk7NmzBxMTE2bMmNEv38eBknrKy8vj0qVLvS5jIQgCWRVNXMypJu5WDVdv1dLULgXAyVSn07kJcDDC8GczpyoqKti1axcODg4UFRUxZ86cezIDtbW12Nvbc+jQIaZNm8bVq1cpKyujtraWjIyM3q2jeTyDI+WUm5uLSCQalM4MQEFBQX8Zz95lsrOzGTNmjLLN6DNUVFRwcXHBxcWFO3fukJGRQUJCAidOnMDS0hI1NbUBE10bKKz9/+y9eVRUd573/yoKiq2KfUcQZN9FMIrGJYpxi1s0UWNaE6Ox7aSTnpl0P6f79GS6e2aeJz3tZOv81EQT0zGuGCMaY8RdcUFERZFN2aWKfSuKgqKW3x8Od0RRQQuoMrxOkGixAAAgAElEQVTOqSMWVd/7uZeqe9/3s77zDosWLeqxl4avry/Lly+nqKiIY8eOce7cOaGHzc8dKysrdu3axf/9v/+X2bNn89e//pW33nrrga9PS0tDLBYzffp0kxQzYD6hpycNOfUWkUhEuJcD4V4OrJowAq1Ozw15C+eL6zlXVM+erNt8c74MkQjCvRwY9z8CJ3G4E97e3uTm5vLmm2/eV+7v4uLCmjVreO+997h27RpRUVGcOHGCcePG0dLSgkQi4datW4SEhPT7Pj4uJi9osrKyBqQ75WBRWlrab9NZ+wO1Wo1CofjZDl60sbEhPj6e+Ph4Wlpa2LVrlxA2DA0NJTIykqCgIJN2jZs6Z8+eJSsri5SUlIe+LigoiBEjRpCbm8uPP/6Io6MjEydOZPjw4SZ7cR4o/vCHPxAbG8urr77K1atX+fzzz++r3svKyqKoqIhVq1aZfLNCqVTK9OnTSU1NNdnQU5egMRgMA/r5sxRbEOfnRJyfE7+cFIRGq+fa7SbOF9VzvrierRfK+DK9BBEGPKxlRHuO4T+/Pcx7Kxbg79a9w/tf/vIXtmzZQkpKCi+99BJ+fn5YWlrS0dGBp6cnWVlZQ4LmScjIyHhq77wMBgOlpaVMmzZtsE3pNWVlZfj5+Q0lZQK2trY0NDTw1ltvYTAYyMvL4/z583z//ffdxM3QseobH3zwAQsWLMDd3f2RrxWJRERFRREeHk52djYHDhzAzs6OZ599ltDQ0J+1sHnhhRe4ePEiM2bMYPTo0ezbt0/IqykvL+fEiRO8/vrrfU4gHiyio6PJzc3l1KlTJhl6srGxQSwWo1QqB7XDscTSgsQAFxIDXPj11BDaNVo+2/kjubUdaBz9uFDehErjyv51p/F1smV0gDOJAS48E+hCsLuU119/nQ8//JCXXnqJmJgYcnJyEIvFeHp6cuHCBZYsWTJo+/YoTF7QpKenP7WD/mpra5FIJGYVrigtLTWpSbiDSUlJCZ6enkL7+WeeeYZnnnkGpVJJfn4+GRkZ7Nu3j5CQECIjIwkODh4SN4+grq6OY8eOkZWV1af3icViRo0axciRI8nNzeXEiRMcP36c8ePHEx0dbfIeiP4iNDSUGzdu8Itf/ILY2Fg2b95McnIyKSkpzJ8/H1dX18E2sdeYeuhJJBLh4+ODXC43qZENZ06dwLmzlo2//gUSiQStTk9OZRPrd/9Ek5UlZ4vq2XdVDoCjrRUxwfMoPF/BntPZTBkZzMGDBwkKCsLHx4dz584N8t48HJNOCtbr9djb23Pt2jWTdnM9LhcvXkShUAjVHObAxo0beeGFF7q1pv+5cuDAAVxdXR+aT9Ta2kp+fj65ubnI5XKCg4OJjIwkJCRkSNz0wO9//3uOHz9ORkbGE61jMBi4desW6enptLS0MG7cOOLj400yVDFQfPHFF/zLv/wLEyZM4A9/+IPJlGf3lZycHE6ePMmqVatMzrt0/PhxRCJRt/5cBoOBjo4OlEolSqWS1tZWOjs70ev1AFhYWGBhYYG9vT0ymQypVIq9vb1RRPitW7f44YcfWLNmzX3VmUqlkk2bNjFz5kzsPPzJLG3kUmkDF0sbKK690+RPbCHCXdJJsJMlhroSDm/fSFVhNpaWA15daP5VToWFhSQmJtLS0jKQmx0wUlJSCA0N7XVnycGmra2NTz75hN/97nc/+3JZg8HAhx9+yGuvvdbru1yVSkVeXh55eXlUVlYSFBQkiBuJRPLoBZ5y9Ho9fn5+fPDBB/ziF78w2rrl5eWcPXsWuVzOmDFjGD169M92PMXGjRv5r//6L+zs7EhNTTXbcP6hQ4doaGhg6dKlJuV9y8nJ4cKFC0RHR6NQKFAoFDQ2NiIWi5FKpYJgsbKyEuw2GAzodDpUKhWtra0olUrUajX29vZ4eXnh7e2Nj48P3t7eyGSyXodR29vb2bBhA3Pnzn3g37myspLt27ffN8Im9fBx3vjtX/jdB/8f6fmVFNZraNfd2a6dlQWjhrsw0s/pzsPfCTdpv3+fzL/KKSsrCw8Pj8E2o98oLy8nOTl5sM3oNWVlZfj7+//sxQyAQqHAxsamTy57e3t7EhMTSUxMRKVSkZ+fz5UrV4R+EJGRkYSGhv5sxc3333+PVqtl2bJlRl3X398ff39/qqurOXv2LJ988gkJCQmMHTt2wCZImwI3b96ko6ODa9eusXbtWkaNGsVnn31mVPE4UEyfPp1vv/2Wo0eP8vzzzw+aHQaDgZqaGgoKCigsLKS6uhq9Xo+XlxfDhw8nKSkJFxeXPn+ndTodSqUShUKBXC4nMzMThUKBpaUloaGhhIWFERAQ8FCPY1paGsHBwQ8Vrb6+viQlJbF//35+8YtfCGJp3vQp/PbXv8Tm1jG+WbmcL77YRJNeQmp6NtGT5tDYpmHDqSJ0+js+jmHOtsT4OhLt60iUjwPRvo4DIXLuw6QFTUZGhtl10O0tSqUSnU43lD9jphQUFDxRdZq9vT0JCQkkJCTQ1tZGfn4+2dnZ/PDDDwQGBgqeG1NzqfcnH3/8Ma+88kq/3XF7enry4osv0tjYyNmzZ/nss8+IiYlh3LhxZvU9fBza29v54YcfmD9/PlKplK1bt7J161befvttDh8+zFdffWVWQtrCwoJFixaxefNmPD09B9zLXVNTw+XLlykoKAAQBnn6+/vz8ccfM2HCBBwdHR97fbFYjJOTE05OTkRERAB3xFNdXR0FBQWcPn2aPXv2MGLECGJjY4WeWF3cunWL4uJi1q5d+8htjRs3jvz8fLKyskhMTBSef+ONN/j888955513cHCQ4WVnx8X2crwrT/Hxxx+j1ujIkTdzpbyR7IpmcuTNHMqpEt7v7WhDlI8j0b4ORPvcETueDtb9mqhv0iGnxMREFi5cyO9///uB3OyAUFBQQGZmJq+++upgm9JrNmzYwJw5c4byZ7jjup81a5bRZzep1Wry8/PJy8ujrKwMX19fwsLCCA0NxdnZ2ajbMiWKi4uJioqipKQELy+vAdmmUqnkwoULXLlyhZCQEJ599tleVVaZI6mpqVhaWjJ79uxuzxcXFzNv3jw6OjpITU0VLp7mQk1NDf/4xz9YunRpv5+XdDodeXl5ZGZm0tDQwKhRo4iMjMTDw6PbRfq7774jICDggbOTjIVKpaKwsJDLly/T0tJCQkICo0aNwsrKivXr1z801HQvtbW1fP31191CTyqVCi8vL9LS0mhvb0cul5OWlkZBQQEXLlzocZ1mdSe58hZuyJvJqWwmR95CUW0rXTLDTSohyueOFyfMS0a4lwMj3O2xEj/yJsa8c2ie9oTgEydOoNfrTbL8sCfa2tr49NNP+d3vfmdSMevBoKmpiU2bNvEv//Iv/XosNBoNxcXFgjtbKpUKDf58fHyeqpLkN998k9LSUtLS0gZ822q1mszMTC5evMiwYcN49tlnnyrRXlhYyKFDh1i7dm2PXhidTsdbb73Ftm3b+OMf/8hvf/tbs/qOFxQUcPDgQVatWtUv1UUajYaMjAwuXryIu7s7iYmJhIWFPTD0fv36dXJycli6dKnRbXkQVVVVZGZmkpubi7OzM/b29n0O3aanp1NcXNwt9LRs2TJUKhXr169nz549KBQKNm/eTHV1da8/I6oOLflVLeRUtnC98o7QuVXTivZ/wlVWYhFB7lLCvWSEeTn8z78yvB1t7j7HmbegedoTgrdv387IkSMHZtiXEcjLy+Py5ctGz28wRzIzM7l9+3a/zGx5EHq9nsrKSkHcqNVqQkJCCAsLY8SIEWZdMdXZ2YmHhwc7d+5k+vTpg2rH5cuXOX/+PC4uLjz77LMEBgaatXBUq9Vs2LCBBQsWPLIZZpco8PPzY+fOnT12aTZVzpw5Q35+Pq+99prRvgs6nY4rV65w+vRp/P39mTRpUq88eGq1mo8//pj33ntvwL+XarWav//97+h0OmJiYpg0aRIymezRb+TOOearr75i5MiRQuipawRJRUUFW7ZsQaPR8MUXX5CWlvZEjoYOrY7iWhX5VS3kVykp+J+HorldeI2DjaXgxfn3+dHmnRT8tCcEKxQKZs2aNdhm9JqKioqhadL/Q2lp6YB7DS0sLPDz88PPz4/k5GQaGhoE1+/evXsJDAwkNDSU0NBQoS+OubB582ZcXFwGVczAnbEBY8aMITExkevXr3Po0CEkEgnjx48nPDzcrLwWXaSlpREWFtarzt6zZ8/m5s2brF69mri4OLPy1jz77LPU1NRw4MABFixY8MQiNC8vj6NHj+Lk5MSSJUvw8fHp9XttbW3x8fGhuLiYsLCwJ7KjrygUCmQyGcuXL+fs2bNs2LCBhIQEJkyY8MgcKQsLC+bNm8eWLVsIDg7GycmJ2NhYIiIi+Oijj4iPj0ehUODi4vLEHYOtLcVEeDsQ4d3do9bc1klBtZKCu4TOviuV/Pv86F6tK/7Tn/7UFzv69OInYfv27SiVSl577bWB2uSAoVQquXjxIlOmTDGbu7/09HSioqJwcXEZbFMGFYPBwI8//sjUqVMHNWHX1tYWPz8/4W5KLBZz69YtDh8+TH5+PiqVCltbW+zs7Ez+M7Zq1SqWLVvGxIkTB9sU4M6J3cvLi9GjR2NnZ8eFCxc4deoUGo0GV1dXsyn5vn37Nunp6SxdurTXlYkSiYRFixYRFxfHH/7wB1JSUpg6darJ52+JRCJCQkI4d+4cHR0dj53bplKpSE1NJScnh1mzZjF58uReezjupr29nfLy8gEXNEeOHCE6OpqAgACCgoKE7sonT57Ey8vrkcnv9vb2aLVarl+/TlRUFHBH6H/yySesWbOGqqoqbt68iUQi6Zd0CRsrMb7OtsT5OTE1wpOXR/uxdnIQIpHoz715v8lK72vXrhETEzPYZvQLcrncrHIgDAYDCoUCb2/vwTZl0DHF7s62trbExsayaNEi3nvvPaZMmUJrayvbt2/n008/5aeffqK4uBidTjfYpt5HVVUVBQUFDx2gOFiIRCIiIiJYuXIlS5cupaWlRcglKC0tpY/h+gHFYDBw9OhRJk+e/FjVS13emqCgIOLi4vjrX/8qNIIzVaysrFi8eDEZGRlC9VFfuHHjBhs2bMDJyYk1a9Y8UcgtLCyMgoKCAf3OtbS0UFJS0u266ejoyMKFC5k2bRp79uzhp59+orOz86HrJCUlUV5ejlx+p3vwq6++SkNDAyqVipaWFlxdXbl+/Xq/7svd9OU6abKCJj8//6mdsG1u4qCxsREbG5ufVc+OB2Hq09HFYjEjRoxg5syZvPvuuyxZsgQ7OzuOHz/OunXr+O6777h+/TptbW2DbSoAW7duJSIiwuQ9AF5eXsyZM4d3330XPz8/Dh48yIYNG7h48SIdHR2Dbd59FBUVoVKpGDly5GOvIZVK2bFjBzt37uTjjz9m7NixFBcXG9FK4+Po6MjixYvZv38/RUVFvXqPRqPhu+++4+TJkyxZsoRp06Y9cUdpZ2dnPDw8yMvLe6J1+kJ2djbR0dE9ehDDw8P51a9+RVtbGxs3bqSqqqqHFe4gkUiYNGkSx44dA/43FLtv3z7EYjGurq4m+zkwSUGj1+upqKjo1j76aUIul5uVoDE3e/sTUxc0dyMSifD09GTixImsWrWKX/3qVwQEBJCTk8Onn37K5s2bOXHiBOXl5YN2971//36zyiWzsbFhzJgx/OpXv2LmzJmUlZXx8ccfc/DgQaqrqwfbPOCOd+bYsWNMmTLFKPkv5uat8fX15eWXX2bv3r2UlpY+9LVNTU189dVXWFpasmbNGqNWt40ePZpLly4Zbb1Hcfv27YfmStna2vLiiy8yefJktm7dSm5u7gNfGx8fT1NTkyBc5s+fz+HDhwkICMDT05Pm5maT/AyYpKC5ffs2EomkT4lY5oRCoTCrfTM3j1J/YTAYKCsrMxtBcy8ymYyEhASWLl3Ke++9x9SpU9HpdBw6dIi//e1v7N69m6ysLJqamgbEnvb2drKyslixYsWAbM+YiEQiAgMDeemll1i7di329vZs27aNLVu2kJOTM6jhva7pyOHh4UZb825vzSeffEJcXNwDe5GYAsOHD2fRokWkpKRQUVHR42vKysr48ssvGTlyJHPnzjX6nK+wsDAaGhqoqakx6roPorfXlZiYGJYtW8bhw4c5efJkj6FTsVjMc889x7FjxzAYDCxbtoyioiIcHBxwdHTE3t6eysrK/tiNJ8IkBU1hYaFJ5SgYk/b2djo6Op6oi+RA05Xz83OntrYWa2trs/rbPQhLS0sCAwNJTk5mzZo1vPXWW4SFhVFWVsamTZv47LPPOHToEDdv3nxkzP1x+e677/D09HyijsumgIODA5MnT+bdd99lzJgxXL58mY8++ojjx4/T3Nw8oLbodDpOnDjB1KlT+yVHb/bs2RQXF/Pcc88xdepUlixZQkNDg9G3YwwCAwNZsGABO3fuFPJBurh69aowcXzs2LH9cqy6JsBnZmYafe17USqVaLXaXp+bfHx8WL16NUVFRezZswetVnvfa6KiojAYDEJvm4iICM6fP49Go0EqlVJYWGjs3XhiTFbQmNNY+75QX1+Pq6vrUEKwGVJeXv7Ujn6QSqXExcXx4osv8t577/Hiiy8ilUo5e/Ys69atY+vWrZw7d47q6mqjJcN2VdA8LYjFYiIjI1m+fDkrVqygo6ODzz//nJ07d1JUVDQgScSXL1/GxcWlV2Xaj4uNjQ2ffvopV69eRaFQEBQUxIcffmiSIYjg4GDmzp3L9u3bBY9CZmYmJ06c4LXXXuv34ZyjRo0iJyen3/Osus7RfbmuSKVSVqxYgcFgYNeuXffduIhEIqZOncrx48fR6XTMmjWLtLQ0xGIx1tbWJiloTLIPTW5urtFbypsKXYLGXBhKCP5ffi65RCKRCB8fH3x8fJgwYQIdHR2UlJRQVFTErl270Gq1BAUFERQUxIgRI7Czs+vzNvR6Penp6aSkpPTDHgw+7u7uzJw5k6lTp3L9+nWOHDlCZ2cniYmJjBw5EltbW6Nvs+uYLl682Ohr90RISAinTp1i9+7d/NM//RNffvklX3zxBePHjx+Q7feWsLAwRCIR27dvJyYmhoKCAl577bUBSUR3cHAgODiYjIyMfm1L8LjnJktLSxYtWsT333/Pzp07Wbp0abfQ24gRI5DJZOTm5rJixQo++ugj3njjDaRS6UNzcAYLk/TQXLt27Ymy800ZcxM0Q96Z/8Xccp+MhbW1NeHh4cyePZt33nmH1157DW9vb65fv86nn37Kpk2bOH78eJ+Si9PT09Hr9UyaNKmfrR9cJBIJCQkJrFmzhvnz51NVVcWnn35KamoqcrncqF6bwsJCHB0dB/wz+vLLL1NSUsLzzz/P9OnTefnll6mrqxtQGx5FaGgosbGxQv+vgayqe+6557hw4UK/VhbW1NQ89gw0CwsLFixYgK2tLbt37+6W/yUSiRgzZgyXLl0iNDQUDw8PKioqcHV1HRI0vaWwsJBx48YNthn9QkNDg1kJmrq6Otzc3AbbjEFHq9VSV1eHp6fnYJsy6Li4uPDMM8+wdOlSfvvb35KcnIxerxeSi3fu3MmFCxeoqqp64AV727ZtjB8/3iy60BoDkUiEn58fCxYs4O2338bV1ZWUlBQ2btxIenq6UXJtMjMzu01LHkgkEgkfffQR2dnZ1NbWEhwczLp160wmDHXz5k1ycnKYP38+P/30E7du3Rqwbbu4uBAZGUl6enq/baOjo+OJvH5dosbCwoIffvih2/c2LCyMxsZGqqurmTp1KufPn8fDw+Ohpd+DhcmdTTo6Oqirq3tq79zq6urMStCYmwDrL6qrq3F1dTXrmUn9gVgsvi+5ODo6mtraWvbs2cPf/vY3du3aRUZGRrf8m6NHj7Jo0aJBtn5wsLe359lnn+Wdd95h1qxZNDY28vnnn/P111+TlZWFWq3u85r19fVUV1cP+my4oKAgTpw4wZdffsnHH39MeHg433333aDaVFdXx759+3jppZeIjY1lyZIl7Nu3j+zs7AGzYdKkSVy9erXfksS1Wu0TV2mJxWJefPFFFAoFGRkZwvMWFhYkJCSQmZnJK6+8QkZGBg4ODrS3t6PRaJ7UdKNicoKmuLgYmUz2WHF5U8dgMJhdyMnc7O0vhkJvvUMqlRIdHc2cOXN4++23+eUvf0lkZCQ1NTXs3r2bv/3tb6xfvx65XM7kyZNNuttufyMSiRg+fDhz5szhn//5nxk7dixFRUV88skn7N69m7y8vB6rT3ri0qVLjBw50uilx4/LwoULKSkp4dVXX2X16tUkJCRw6tSpAbdDrVazY8cOkpOThbxMPz8/li9fzqlTp0hLSxsQL1JXy4STJ0/2y/parbbX4y0ehkQiYcmSJZw9e7ZbY8JRo0Zx48YN4uPj0ev1NDY24uTk1OvmhQOFyQmasrKyx5qdYQ60trYikUgGdQZQXzAYDGbnUeovfi4JwcbGwcGBmJgY5syZw69//Wt++ctfUlxcTGhoKKmpqaxbt47du3dz8eJFampqfrYCx9LSkvDwcF5++WV+85vfEBwczMWLF/nwww85cOAAZWVlDzw2nZ2dZGdnD1q46UFYWVnx/vvvU15ezoQJE3jhhRd47rnnuHbt2oBsX6/X89133xESEkJ8fHy333l4eLB69WqqqqrYsWMH7e3tD1jFeIwfP56bN2/2S/8WsVhsNGHm5OQkJAp3leS3tLRgbW3Nhg0biIyMpKSkBLFYTHl5uVG2aSxMTtDI5fKnVtCYm7ejra0NCwuLp9Jb1ld+rgnBxsbBwYFbt24xbtw43nnnHd58803Cw8NRKBTs3LmTdevWkZKSQmZmJrW1tT9LgWNjY8OoUaNYsWIFa9aswcXFhR9//JFPPvmEo0eP3teoLScnBz8/P5Pt3SWVSvn4448pLi7Gz8+PpKQkFixY8Mguvk9KRkYGnZ2dPP/88z3+3tbWlldffRUXFxc2b97c74nMNjY2zJgxg9TU1F573nqLpaWlUdccPnw4EyZMYM+ePezZs4eUlBSCg4NxcHBg2rRpVFdXIxaL7+vvM9iYhn/yLhQKhcl+MZ+Uuro6s5pWbW4CrL/Q6/VDCcFGJDc3l4ULFwJ3Zu/ExsYSGxsLQHNzM6WlpZSWlnLu3Dk6OzsJCAhg+PDhBAQE4ObmZjY9nIyBo6Mj48ePZ/z48VRXV3Pt2jW+/fZb7OzsiI2NJTo6mqysLLPIOXR3d+ebb77hT3/6E++++y5RUVEsXryY//qv/zJ64UF9fT3p6em88cYbD008t7CwYObMmVy+fJktW7awYMECgoODjWrL3URFRXHjxg1OnTpltB5MOp0OnU5HYWEhDQ0NaLVaDAYDlpaWWFpa4uzsjLe3d5+nxDs6OlJTU4OVlRVvvfUWlpaWrF+/nsjISNavXy/ciJgSJidoysvLn1rXfkNDw5CgMUOam5uxt7cfSgg2Ap2dnZSVlT3wZO7o6EhcXBxxcXHAnVk7paWllJWVcfbsWbRaLX5+fgwbNgw/Pz98fHxMJm+kv/H09GTatGkkJydTVlbGtWvXWL9+PZ2dnSiVStrb280inD1ixAgOHDjAlStXePfddwkMDOTNN9/kz3/+M1Kp9InX1+v1pKamMnHixF6fb0eNGoWbmxspKSkkJSWRlJTUL8JZJBIxe/ZsNm7cSHh4OL6+vn1eo6WlhZs3byKXy1EoFNTW1mJlZUV7ezudnZ1YWloiEonQarVotVouX75MdXU1MpkMHx8fvL29CQwMfOh19vLly5w8eZIFCxZw8OBBmpubcXNzIzo6mtbWVpqamrC2tja5kJPJnQnKysqIiooabDP6hdbWVrO6yzc3j1J/MSTsjMfFixeFE2tvcHJyYuTIkUJfqqamJioqKrh9+zY//fQTdXV1eHh44OfnJzye1pB1FyKRiICAAAICAvDw8CA/P5+bN2+SlpZGUFAQsbGxBAcHGyVJtD+Jj4/n9OnTHD16lN/97nds3ryZZcuW8ec//xl3d/fHXjcjIwMLCwueeeaZPr3P39+fVatWsXPnTmpqanjhhRf6RSxLpVIh9PTmm2/2ahsGg4GSkhIuXbpESUkJISEh+Pr6MnLkSDw9PSksLOTGjRvMmTOnx/d3eZnlcjlyuZxdu3YhlUpJTEwkKiqq281adnY2p06d4rXXXsPFxQWVSkVqaiqvv/46YWFh7N69Gz8/P7Ra7VDI6VHcvn2bBQsWDLYZ/YJSqTSrk21DQwPR0dGDbcagU19fPyTsjMSpU6cICQl57Pc7OTnh5ORETEwMABqNBrlcTkVFBdnZ2fzwww9IJJJuXhxPT0+Tv7g/LkVFRYwePZqoqCjUajW5ubmcO3eO1NRUgoODCQsLIygoyKQ9N8nJyVy+fJkTJ07w/vvvExAQwIIFC/iP//iPPg+CValUnDlzhjfeeOOxPCyOjo68/vrrpKam8vXXX7N48eJ+OWdHRUWRm5tLWlraQ6fNazQaLl++zKVLlxCLxSQmJjJv3rz7wkc+Pj4cPXr0getYWFjg4eGBh4cHI0eOZMaMGdy6dYvMzEyOHDlCXFwczzzzDBqNhrS0NEHMwJ2p4devX+f69evExsai1+sJDQ2loaHBZPoMdWFygqa6upqIiIjBNqNfaG1tNYpLdaBobGwc0I6apspQc0HjkZmZadQu4BKJRPBWwJ072YaGBioqKqioqBCmh/v4+AgenGHDhj0Vie4dHR2Ul5cL/XxsbW1JSEggISGBlpYWCgsLyc7OZv/+/QwbNozQ0FDCwsJMNkfxueee48yZM2RlZfHHP/6RyMhIpk2bxn/+53/2+sbqzJkzREdHP5FHVSKRsGjRIs6cOcPnn3/O9OnTiY6ONmoISiQSMXfuXDZv3szly5cZNWrUfa8pLS1l//79eHl5MWfOHPz9/R9og7OzM+3t7ahUql6NqbGwsCA0NFQQJpcuXeLzzz9HIgGMiDEAACAASURBVJEwZcqUbh4ykUjEtGnT2Lt3L1FRUYSGhlJQUEBJSYnJJe2blKAxGAw0NjYKCYJPG+bmoWltbTUre/uLhoYGwsLCBtuMp4Lc3FxefPHFfltfJBLh6uqKq6urIJza29u5ffs2FRUVZGRksHfvXqRSaTcvjru7u9klGxcVFeHn59djsqeDgwOJiYkkJiai0WgoKiqisLCQ06dPI5PJBHHj4+NjcvudkJAgTHr/4x//yJgxYxgzZgz//u///tA5UU1NTVy7do1f/epXT2yDSCRi4sSJBAUFkZqaSm5uLrNnzzbqDamNjQ1Llixhy5YtuLm5CX1yNBoNR48eJT8/n9mzZ/fq3CMSifD29kahUPQ5qdnFxYXnn38ekUhEVlYW169fZ8SIEd1uZv39/fH09OTSpUuEhYVx7tw56urqsLW1xWAwmMxnyKQETUNDA5aWliZ7B/EkdHZ2otVqTdr1ezc6nQ61Wj00lJKhHBpj8aiE4P7CxsaG4OBg4USv1+upra0VvDjnzp1DpVIxbNgwfH19hcRJmUxmMifqnigsLCQ0NPSRr5NIJERERBAREYFer6eyspKCggL27dtHe3u7IG4CAwNNKvE9JCSEXbt2IZfL+bd/+zdmzJhBREQE77//Pi+88MJ9rz958iSjR482qujw9fXlzTff5OTJk2zcuNHo3ho3NzcWLFhASkoKq1atoqmpidTUVPz8/Fi7dm2fxhn4+PhQXl7+WFVaer2enJwcli9fTmlpKZs2bWLy5MmMHj1a2NcpU6awdetWwa6WlhbgjiffVELyJiVo5HL5U3sB7fLOmPIJ8m5UKhV2dnY/m1k7D6KzsxOVSoWjo+Ngm2L2XLx4EalUOuj9fCwsLPD09MTT01NoRqdSqaioqKCyspLMzEwUCoUwddzb29vkRI5er6ewsJDnnnuuT++zsLAQQm/JycnU19dTWFjI+fPn2bt3LwEBAYSFhRESEmIy4XEfHx82bdrEunXr+Mtf/sLy5ctxcnJi5cqV/OY3v0EqldLY2EhhYSHvvPOO0bdvaWlJcnIyERER/eKtCQ4OZty4cWzZsoXOzk7mzp37WB7hmJgYduzYweTJk/t83r57sKmPjw+hoaF899131NXVMXPmTEQiEZ6enowYMYKrV68SGhqKt7e3kBg8JGh6QKFQPBWx7Z4wt3CTudnbXzQ1NeHo6PizF3bG4EkTgvsTe3t7wsPDCQ8PB+6Ev1taWoSqEFMTOQqFAplM9sRC29XVVShTVqvV3Lx5k8LCQtLS0nBzcxO8N6YQknN0dOS///u/+eCDD9i8eTMbN27kgw8+YNasWUybNo24uLh+9YD3p7dGIpHQ1taGh4cHQUFBj7WGl5cXjo6OFBYWCp/j3nL16lUSEhKE/7u5ubFixQp27NjBvn37mDdvHhYWFowZM4Y9e/YwceJE/P39USgUKBQKkykeMSlB8zR3CTa3hGBzs7e/GMojMh7GTgjuT0QiEY6Ojjg6OgpFCqYkcuRy+WP1MHkYtra2QpNDnU5HaWkphYWFbN++XUgiDQsLw9/ff1CrxqysrFi7di1r164lKyuL//f//h+/+c1vCAoKorS0lJUrV/Zb6Oxub82+ffuM4q25du0ap0+fZvXq1Zw+fZrdu3ezePHixzrGiYmJZGZm9knQGAwGbt++zcyZM7s9b2Njw6uvvsrOnTs5cOAAc+fOxdfXFzs7O3Q6Hd7e3ty6dcukSrdNStDU1tY+tRcPpVJpVgJhyENzB3P7u5kyRUVFDy1RNXUeJXIUCsWAiRy5XN6voTuxWExQUBBBQUHMmDGDmpoaCgoKOHr0KA0NDfj7+wvVZZ6enoPmwUxISOBf//VfmTFjBnK5nL/+9a/8/ve/5+WXX+b//J//Q2BgYL9s19fXlzVr1gjemuTkZGJjYx8r1JOWlsaKFStwd3dn/vz57Nmzh927d/PSSy/1uQ9OZGQkaWlpfarMVCqVwJ1E8nuxsrJi8eLFbN26lSNHjvD888+TmJhIXl4e7u7uqFQqamtr+2Rjf2JSgkapVPYpCcqcMDeBMHQhv4O5/d1Mmfr6ekaMGDHYZhiV3oicS5cuIZfLEYlEeHl5Cf1APDw8cHd3fyxvgkKhGLBhlF35E56enkycOJHW1lbKysooLS3l8uXLtLa2Mnz4cIYPH05gYCCenp4DGp7Kysri2WefJTw8nPfff59Dhw7x3//930RGRjJ69GhWr17NkiVLjO61udtb89NPP3HhwgWmTJlCSEhIr/ZfqVSSmprK0qVLhTJpsVjMokWL2Lt3Lzt27Oiz3ZaWlowcOZJLly4xY8aMXr2nurr6oX8ziUTCK6+8whdffEFAQADR0dEcOXIEf39/2tvbheRgU8CkBE1TU9NTe/Foa2szq0oZpVI56MmbpoBSqezxzmWIvtPU1PTY+QHmxMNETnV1NTU1NRQXF3PhwgXq6+txcHDA09Ozm9BxcXF54N1+Z2cn9fX1g9Z1XCqVEhUVJXR0b21tFeZvZWVloVKphNlbXR6c/hI4LS0t1NbWdsvNmjlzJjNnzqSyspJ169bxxz/+kbfffpvk5GTWrFlDcnKyUT1Kvr6+rFy5koKCAo4cOcLZs2dJTk7Gz8/vge8xGAz88MMPJCQkMGzYsG6/E4vFLFy4kNTUVL755hsWL17cp5vL0aNH8/nnn5OYmNgrL41Go3lk7pGtrS3z5s1j7969rF27lvDwcORyOVqttt+HevYFkxM0T+vFQ6PRIJFIBtuMXqNSqZ5acdkXWltbjZ6r8HNEpVLR0dHx0JP808zdIufuUmudTkdDQ4MgdK5du0ZNTQ1KpRI3N7f7hI5MJqO6uho3NzeTmWEllUqJjo4WEkOVSiVlZWVCq/62trZuAsfDw8NoAqewsJCQkJAe8018fX356KOP+Oijjzh//jzr169n6dKlSCQS5syZw9tvv220nmcikYjw8HBCQ0PJzs5mz549eHt7M2XKFDw8PO57/fXr12lqauKll17qcT0LCwvmz5/PqVOn2LRpE0uWLOn1jENHR0cmTZokjCt4kHhra2tDLpeTn59PTU0Nx44dQyKR4OnpKYRI76arAm7Xrl2o1Wpqa2uRSCQ0NDT0yq6BwDS+Ef9DS0vLU3vx6Ojo6PO008FErVabTc+c/mQoKdg4FBUVIZPJntoRBI+LWCzG3d39vtlFGo2Gmpoa4XHr1i2qq6vR6/XY2toiFou5dOmSIHRM6bsqk8nuEzhdHpyLFy+iVquFCeqBgYFPVEFVWFjYK1HSVcml1+v5/vvv+eqrr0hKSmLYsGEsXLiQt956yyjXHgsLC+Lj44mJiSEzM5N//OMfhISEMHnyZKG/mlKp5PDhwyxbtuyholQkEjF58mQ8PDz49ttvmTlzZq+riZ555hny8vLIyMggKSlJeL69vZ3s7GyysrJoaWkRpnDr9XphwOXFixeRy+XY2NgwatQo4uPjsbe3R6vV0trayu3bt0lMTKShoQFbW1shB8cUMClB09zcLMxoedowNw+NRqMxKwHWXwzlEhmH4uLioTEafUAikTBs2LD7whEqlYrvv/8eiUSCXC7n6tWr1NTUYGtri4eHB25ubkKnZFdXV5PomyOTyYiJiRHO7S0tLYLAycjIoKOjo5sHp7cCR6PRUFZW1qfO0xYWFixcuJCFCxeiVqv5+uuv2bp1Kx9++CGxsbEsXLiQFStW4OXl9dj7C3dyWZKSkoiPj+fcuXN88cUXxMXFMWHCBI4ePcqoUaN6HdKPjIzExcWFnTt3Ul1dzZQpUx55fO4erRASEoKLiwtnz57l3LlzBAUFMWvWLIYPH45IJKKxsZEtW7YwceJE4f0Gg0FIcv/ss8+Ii4ujsbERS0tLli5dyv79+wkMDMTOzo7W1tYnOlbGxKQETUtLy1N70jM3gdDR0WFWAqy/6O1slCEeTnl5uVnlkJkq9vb2qNVqoQ8I/O/ImJqaGurr65HL5eTk5FBXV4dGo+kmcO5+DJZXx8HBQSgPhzs3sl0hqgsXLtDW1oa3t3e3CjEXF5f7LuKlpaX4+Pg89n7Y2toK5d/V1dVs2LCBXbt28W//9m8EBQXx/PPPs3z5cuLj4x97X21sbJgyZQqjR4/m9OnT/P3vf6ezs5OVK1f2aR0vLy9Wr15NSkoK//jHP5g3b94jr5UuLi5MmjSJPXv2IBKJsLe3Z82aNfd14ndycqKzs7Nbq46uKr158+aRnJzMtm3bqK2tZdmyZQQEBODs7IxMJsPe3h6NRtO3g9KPmJSgaW1tfWqHAJqbQDA3j1J/YDAYzE6ImioVFRU95hIM0XfuTVQXiUS4uLj02K21vb2dhoYG6uvrqaur4+bNm0IyspWVFa6urri4uODq6ip4d5ydnQc0P8fR0bGbwFGpVCgUCuRyOTdu3ODo0aO0t7ffJ3IqKyuNlqLg6enJn/70J/70pz/R2NjI9u3b2bdvHxMnTsTBwYHJkyezePFiZs+e/VhhU5lMxuzZs7GysqKoqIht27bh7e3N6NGjCQkJ6VWSsr29PcuXL+fChQs9jiZ40H7V1tbi6+vLK6+80uN2RCIRvr6+lJeXExkZed/v7ezs0Gg0TJgwgZSUFGbPnk1iYiLnz59HJpPR3t7et4PRj5iUoFEqlffFkp8WzE0gDF3IQavVIhaLh7oEGwG5XP7Ebvwh7ohslUrV6zCojY2N0M7+3nVaW1upr68XHleuXKG+vl6oNnVzcxPETtfDwcGh378P9vb23WZvQc8iR6lU4urqil6vf6gnp684Ozvz1ltv8dZbb6HT6Th48CA7d+7kl7/8JUqlkrFjx/Liiy/yyiuv9KlTs16v58aNGyxZsgR3d3du3LhBeno6hw4dIiEhgVGjRj3SG2xhYcG4ceMIDQ0VxjA8yFtz+/ZtUlJSePnllzlz5gxHjx5l2rRpPR6fmJgYLl++3KOgKSkpQSwWM2HCBEJCQti2bRsvvPACLS0tyGSyoT40D6KtrW3QShH7G3MSCHq9Hp1OZzJVFIOFuXnVTJnq6mrGjRs32GaYPW1tbVhbWz/xd1MkEiGTyZDJZAQEBHT7nU6no6mpSRA6NTU15OXlUV9fT1tbGw4ODjg6OuLk5NTt4ejo2G+CpyeRs27dOsaPH09zc3OPnpwub86TiByxWMzcuXOZO3cuAFeuXOGbb77hs88+E7oTjx07lpkzZzJr1qyHCpKbN28ik8mEaqW4uDji4uK65aqEhISQmJiIn5/fQ212c3Pj9ddfF7w1SUlJjB07VuhZo1ar2b17N/PmzSM0NBR/f3++/vprLCwsmDp16n1rR0VFkZaW1uMg3lu3bhEVFSVM9F66dCnbt28nKiqK9PR0bt++/VjHtj8wqSuWWq1+Kt3S5iYQui7kg51MONiYm1fNlKmpqfnZlmwbk4Fo9CgWiwWPzL1otVpaWlpoamoSHsXFxcLPXe0e7hY5d4seYwkepVKJXq8nNja223mqy5OjUCjIzc3l2LFj94kcd3d3XFxcHuu7HR8fL+TU1NbWsm/fPo4cOcJvf/tbXn31VYKDgxk7diyzZs1i1qxZ3RrFZmdnd5uX1IW3tzdz585l2rRpZGdns3//fiwtLUlMTCQ6OvqBOUJd3pqwsDCOHz/O3//+dyZOnEh8fDyHDx8WysjhTr7QihUr2LZtGwcPHmTWrFnd/g6WlpYkJCRw4sQJFi1aBNzpd1RQUEBZWRkODg5cuXKF0NBQfH19SUpKEgZaDoWcekCv16PRaJ5Kt7S5CYShC/kdzMmrZuo0NDQwfPjwwTbD7BnsztWWlpYPzNeBO96d5uZmmpubBZFTUlLSTfBIpdIHCh6ZTNarG7+6uroe+9k8LFylUCjIy8vjzJkzNDY2YmdnJ+QQ3V0d5uTk1CvR5e7uzurVq1m9ejVwxwuZmppKWloa//zP/8wrr7wiTNKeMWMGpaWlJCcnP3A9W1tbxo4dy5gxY4QePkeOHGHYsGHCHK17E3rhzoDRl156CblcztGjRzl9+jQ6ne6+yeN2dnYsX76cnTt3sn37dubOndstF2vChAls3LiRrKws6urqyM7OxsfHB51OR0dHB0VFRRw+fJjQ0FDGjBlDXl4ebm5uaDQa9Hq9SYTmTUbQtLe3IxaLzcaL0RfMTSAMXcjvMBRyMh5KpXLIQ2MEBlvQPAqxWPxIwXOvh6esrIzs7GyamppobW1FIpEgk8mQSqXd/r375750le9J5Oj1elpaWqirqxNCa7du3aK+vh6lUomTk9N9OURubm7Y29s/8MbU09OTN998kzfffBOAqqoqvv/+e44ePco//dM/UVVVxYYNG4iMjCQhIYGJEyfy7LPP3ueBEYlEjBgxghEjRqDRaCguLqagoIDTp08jlUoJCwsjLCwMHx+fbrb4+PiwfPlyvvzyS5RKJVu2bGH06NHExMQI5zFra2teffVV0tPT+fzzz0lOTmbkyJGIRCKsrKxISkri4MGDxMfHs3r1apydnTl79iwNDQ3MmTMHtVrN1atX2bFjBzExMSgUCjo7O2lvb8fOzq5Xf4/+xGTUg06nMwmF1x9otVqzEmrmJsD6i6HjYDx0Ot1TO6dtILm7tNYcEYvFODs7P7Dk2GAwoFarUSqVwqMrebmsrEx4rqWlBQsLC9avX/9Q4SOTyXqchWRhYSF4he4WOnAn1NLY2CgIndu3b5OdnU19fT1arfaBZfD33gR6eXkJZeE3b97k2LFjuLu7c+bMGU6fPs2mTZuor6/H19f3gSJHIpEQHh5OeHg4er2eyspKCgoK2LdvH+3t7YSEhBAWFsaIESOwsrKiubmZuro6fvOb33D79m0uXbrEsWPHiImJITExEXd3d8RiMZMmTSI8PFyYGN4lVk6cOEFcXBzl5eXCuS82Npb169czbdo0bG1tSUpKIiQkhG+++QYLCwsMBgN6vd4YH48nxmSusnq93mxCMn3FYDCYlVgzFffhYNPZ2TkkaIyETqcbOpZGQKVSPbW9uuCOd8LOzg47O7uHFogcOnQIW1tbIiMju4mfxsZGysvLaW1tFZ6ztLQUxI29vT22trbY2tpiZ2fX47/W1tZCB+Z7UavV3SrD8vPzqa+vp6GhAWtra6ES7F5xdevWLQICApgxYwYLFy4U1mtoaODEiROkp6d3EznDhg0jJCSEkJAQoqKiiI+PJy4uDj8/P/z8/EhOTqahoYGCggIuXLjA3r17hZCuj48PWq1WmJbe3NxMVlYW33zzDW5ubsTExBAaGoqnpyerVq0SvDWWlpZMnDiRMWPGcPLkSbZs2cLSpUtxdXUlKCiI7OxsxowZA9xJSl66dCmbN28GGBI09/K0Cxpz2jdzs7e/GBJ2xkOv15tUe35zRafTDY2P4I6wGzZs2AOFRxcGg4H29nZB3KhUKtRqNW1tbdTX1ws/3/2vVqt9pOixs7MjKCiImJgYbG1tsbGxQaVSCSErpVJJU1MTt2/fprW1FYVCgV6v58qVK/eF07y9vVm5cqXw/87OTs6ePUtmZiaFhYWcPXuWyspKGhsbcXZ2xtfXl8DAQMLCwoiOjuaZZ57B39+f0tJSTp06hcFg4LPPPkMikQjl7H5+fiQmJlJRUUF+fj5HjhzB1dWV0NBQwsPDcXFx4cCBA5w8eZKqqipGjx6NVCrlyy+/ZMKECSQlJbF9+3b8/PyEFgDe3t5CzuuQoLmHIUFjOpibvf3F0HEwHnq9fshDYwSGRPYdOjo6eiWQRSKRIE56W0Gr1WpRq9U9ih2VSkVdXd19z6vVaiQSCba2tkgkEqytrZFIJEgkElxcXGhsbGT48OGCd02n06HVauno6ECpVNLe3i6sp1KpABg2bBgRERGC+LGysqKqqori4mJKSkq4ePEie/fuRaFQ0NHRgaurK/b29kK5uru7O3V1ddy6dQuxWIxWqxV+P2bMGEQiEbW1tWRlZaFWq3F2diY8PBylUsmuXbuQyWQkJSWRk5NDTk4OsbGxbN++nQULFhAUFATA+PHjh0JOPTEkaEwHc7O3vxg6DsZjSNAYB3MLX/cX/Sns7g5R9ZYuT5BarUaj0aDRaOjo6BB+LikpQSKRoNfruz1/7+s6OjrQarXA/06ob2hoEPa1azhpREQEYWFhQksQlUpFY2Mjra2tqFQqGhoa7ss5UiqVWFlZdQuFWVtbY2VlhZWVFTY2Nhw+fBiJRIKlpSW2trZcvnwZS0tLrK2tKS8vB+Cbb77B1taWsLAw4uLiBLtMAZMSNAaDwaQmdxqLLgVuLvumVCqFxLyfM62trUPHwUjo9XrUajUdHR2DbYpZ0xUy+bl/JlUqFW1tbSZ3HLrEwb0N9k6dOkV4eHiv2pIYDAY6OjpQqVTCOajLE9Te3o5Go0Gn0wleHq1Wi06nw9fXl8rKSpycnITfdXlP9Ho9nZ2dNDU1UV1dTUNDAy0tLbS2tnYTVVqtls7OTmFNnU4nXJsfhEgkQqfTPfGxMwYmI2ie5rsOc7vLNzd7+4uh42A8RCIRWq12yEvzhFhYWJjM3fBgYmrH4W4PTWdnpyAQun5ub2/n8uXL2NjYCM93CYl7f+7o6BDKqMViMWKxWDgX3S1QAEFwtLa20tzcTGtrK21tbYKnpku0dFWLSSQSIYTVlQ/k4OCAlZUV1tbW2NjYYGVlJXhorK2tEYvF2NjYCN9dCwsLbG1tCQ8PJzY2ljFjxphMXpfJCRpT7rHwuKjVaqytrc1m32QyGTY2NmZjb38hlUqHjoOREIvFWFtbm3XJsSnQdRH6uX8m7e3tsbOz65fj0JVDc2+eTFtbW7ecmbufb29vF3Jo7s6fuftnS0tLHBwcBEHS5Q3p6Oigo6PjvhyartBQV3hIIpFQWVlJaWkpJSUllJWVUVFRgUKhQKPR4Obmhp2dnZAI7O7ujqOjI7a2tojFYjo7O5FKpfj4+ODp6Snk0FRUVKBWq3FxcSE8PJyWlhaKioqQyWSEh4eTn5+PwWDA39+f69evd8uhyc3NRSQSmYxDwqQEzcPcWuaMSCQyq30zN3v7i6HjYDwsLCzQaDSDbYbZY2qeicHC2tq6Vy33e6py6imh9+7nunom9VTZJJVK8fDwuO95a2trocrpXq9IfX097e3t5ObmYmVldV9Jt7u7e7fnNBoN6enpXLp0iYKCAkpLS6msrKSpqUmochoxYgRjxozhjTfeYNSoUfj5+VFaWsrJkyeFwaPW1taCuPHx8cHDw4OKigry8vLIyMjA1dWVsLAwJk6cSHV1NQcOHCAjI4OIiAgWL16MXC7n+PHjTJw4ET8/P7Zv386yZcu6DTo9e/bskKDpiSFBYzqYm739xdDFw3hYWFiY1MwXc0UsFptMvsJgYm9vT319PdXV1YJwuLsR390/3y0iuvrQ2NnZCR6Ne8XJw8bUdPWhqauro7KykoaGBqEnjY2NjdCHpmuelZ+fHzKZTPBkzJgxo9t6DQ0NHDt2jLNnz3L16lXy8/NpaGgQ+tCEhoYyffp0Ro0aRVxcXLfKrvr6egoLC7lw4QLff/89AQEBODs7o9fref3114U8nq4+NPv27cPd3Z2YmBhmzJiBVCpFp9ORnp7OxYsXsbW1Zdy4cUIfmpycHN544w1cXV3Zs2cPEydO7CZmFAoFVVVVgOmkjAwJmgFAJBKZ1YVx6EJ+BysrqyGvgpEQi8VDx9II2NvbCyGJpxGDwSAk+94tTO7+f2trq9ApODc3t5u3w9XVleHDh3d7rqdOwQ+js7Ozm1C5+6HT6YS5Ty4uLkRERAg/P2xcjEaj4dixY6SkpJCens7Vq1cpKCgQxEtkZCSTJk3iX//1Xxk/fnyPJel6vZ7y8nIKCgooLCykvb2d0NBQxo0bR2BgoNApeOPGjVhaWlJUVERmZibl5eXExMSwYsUK3N3dhfWqqqpITU1FKpWyZs0a1Go133zzDVVVVVRWVgqiSKlUUlRUxAsvvCC8t7a2lh07dgjCb0jQ3INYLH5qL6KWlpZCKZ45IJFIhi4+DB0HYyIWi1Gr1YNthtkjlUqpqKgYbDMem55mOTU1NQnDLJVKpZBveHcDOjc3NwIDA4XnS0pKKC4u7tZ1ty/o9Xqam5t7FC2tra04OzsLIw38/f2Jj48X+rz0tliga5bTkSNHuHTpElVVVcKYg8mTJ/P+++8/ULx0odFoKCoqorCwkMLCQmQyGaGhocyfP/++WU4Ajo6OuLm5sWHDBmxsbBg9ejQvvvhit2T8u70yd89ycnBw4LnnnuPHH38kPj4ejUaDvb09165dIzIyEhsbG9ra2rh69Srnzp0jJiaGjIyMoZBTT9jY2AilZuY096g3mNuFUSKRDJXXcidOb05/N1NGJpNRUVFBRETEYJti1shkMpMrVb4brVZ7n2C5e/L2vdO2nZycCAwMFKZu93batpOTU6+PQ9e0bblcTlVVFXV1dd2mbXc9QkJC+jRt+16qq6vZt28faWlpgoAJCQlh3LhxfPLJJ9y8eZNVq1Y9cHBnFwaDgZKSEjIzMykuLmbYsGGEhYUxadKkHqdtd1FZWcmxY8doaWlBq9Wydu3a+7xGHR0d7Ny5E7FYzJo1a7pN2+7s7OT8+fPMnj2buro6Nm3ahI+PD62trdjZ2bFnzx5u3bpFWFgYS5cu5ccff6SlpUXoYWMKmIxysLCwQCKRUFVVxbBhwwbbHKPSdWE0l0Zt5ibA+oshYWc8XFxcKCsrG2wzzJ7BFjRarbabQLlXsLS1tQn5I05OTjg6OhIYGCj838HBwSh3825ubtTU1Nx3Tr1bvHT929HRgbe3N97e3kRERODu7o6rq2ufQ1H3UltbK3hgLl68SFVVFcHBwSQlJfHhhx8ya9asbgNZd+/eTVlZ2QMFjVqtJjs7m0uXLmFpaUliYiLz5s17pFior6/n+PHjVFRUMGnSJEaOHMmBAwc4duwYs2bNEl7X1tbGtm3b8Pb2ZtasWff9Hc6csEPbcQAAIABJREFUOYO3tzcJCQkATJkyhcLCQs6dO4e1tTVBQUHMnDkTe3t70tPTEYvF1NXVIZFIhjw0PWFra0tNTc1TJ2gsLCyE1tNP+iUaCMxNgPUXQ8LOeHRVWAzxZAyEoNHpdDQ1NQnJr13DF+vr62lra8PBwUEQK05OTgQFBQmCRSaTDcjFrWs72dnZtLS09CheoqKimDZtGs7OzkY7j2VlZbF161bS0tIoKioiODiYsWPH8uGHHzJjxoz7GurdTVxcHGfOnCE+Pr7b8wqFgszMTPLy8ggJCWHevHkMGzbskTbr9XrOnz/P2bNnSUpKYv78+cL1Zfr06WzYsIHg4GBCQ0NRq9X84x//ICQkhKlTp963tlarJSsri5UrVwrPWVlZERUVRWVlJTY2NoLdlZWVnD9/nqioKJqbm03GOwMmJmjs7Oyorq4ebDP6ha67fXMQNOYmwPqLoZCT8fD09KSysnKwzTB77OzshPb4TxKa7+rK3lMOSXNzMw4ODkIoxsvLi6ioKFxdXQdMsNyLSqUSvC5d4kWtVnPu3DmCg4P7RbzAnTDMwYMH2bVrFydPnqS1tZWkpCR+/etf88orr+Do6NjrtUJCQjh06BByuRwPDw9u3LhBZmYmra2tJCYm8vbbbz9UEN1NXV0dqampiMViVq9efd8EdltbW15++WV27NjB3LlzOXPmDEFBQT2KGYAbN27g7e2Nq6vrfb8LDg7m8OHDTJgwgaqqKnbs2MGcOXM4ePAgjY2ND02GHmhMStDIZDJqa2sH24x+wdzu9s1JgPUXlpaWQidOU3Gpmis+Pj7k5uYOthlmj0gkwt7entbW1ofmU3TR3t7eo2ipr69HIpF0yyEZPnw4rq6uODs7D2oeY0/ipSfPS3Z2NjqdjuTkZKNuv7GxkW3btrFv3z4yMjKEZNkvvviCWbNmPXZXXAsLCyIjI0lNTaW1tRUfHx8mTJhASEhIr88vd3tlJk+ezOjRox8o4IYNG8ZLL73E1q1b8fX1JTk5+YGvvX79OqNGjerxd4GBgeh0Os6cOUNGRgYvvPACWq0WBwcHlEqlSXX/NilBI5VKqaurG2wz+gVzu9s3NwHWH4hEIkHY3R0LH6Lv+Pn5cfLkycE246lAJpPR0tIiCBqDwUBjYyM1NTX3iRaNRoOrqytubm64uLgQGhoqCBhTCRU0NzdTWloqPNRqda/CRr6+vpw/f94oNlRXV7N+/Xr2799PXl4eQUFBTJ8+nXXr1jFy5MgnXl+pVHL69GlycnLo7Oxk5cqV3Xq69AaVSkVKSgpAj16ZnqiursbDw4POzk62bdvGnDlz7hPCBoOByspK5s+f3+MabW1tSCQSzpw5w7JlywgICODrr7/Gy8sLpVLZo1dnsDApQePg4EBjY+Ngm9EvmFuCqbkJsP6iq+/HkKB5Mvz9/amvrx9sM8ye1tZWbG1tuXDhAleuXKGmpoba2lrs7Oxwd3fHzc0NHx8fYmJicHNzQyqVmlweXEtLSzcB09HRQUBAAMOHDycpKQl3d/de2RwQEMB3331He3v7Y4kztVrNV199xbfffsuVK1eIjY1lyZIlrFix4v9n773jorrz/f/nDFWqSBOkCgwgzUKzBhWDhVhjSayxxJiYTbLZ7G+T7OZ+93t3H7m5m73JZmM0UWMsMRo1EXvDDtIREJCOSHGoAkNnOL8//DJXYwOdYWbQ5+Ph45EM55zP+0w553XetUdDJHtCa2srMTExJCcnExAQwNtvv83JkyfJzs7ulaC5desWe/bswd/fn4kTJ/bo/amtreXChQusWrUKCwsLYmJi+Pbbb3FzcyMwMBBnZ2dEIhG3b99WNB/sRhAERW7P9evXGT58OKampiQmJiKXy6mrq0NfX5+mpibs7Oye6L1RBRolaMzNzamtrVW3GSpB2zwe2ibAVIWpqSkymQwrKyt1m6LVDB06tN8+rKiC9vZ2KisrqaysRCqVKv67q6sLIyMjxGIxISEhjBgxAhsbG43xtjyIuwXMjRs3aG1txdnZGRcXF0JDQ3ssYH6Lvr4+zs7O5Ofn4+vr26N95HI5Bw8eZOvWrVy4cAFHR0fmzZvH/v37GTJkSK9teBidnZ0kJCQQExODRCJh7dq1inyb8PBwNm3ahLe3d49ETWZmJseOHWPatGk9Pk9BEDh06BDjx49XeFDGjx9PUFAQ6enpipLrwYMHY2BggJ6eHhcvXqS1tRWpVEpFRQWGhoaMHDlSkdvT2dnJgQMH+OmnnwgMDCQ5OZnm5maNms+mUYLGzMyM27dvq9sMlWBgYKBVAmHAgAHPW9VzJwyqyX0/tAU3NzcaGxuRy+UaM5lXE5DL5dTU1NwnXGQyGdbW1tjY2GBjY4OHhwe2traYmJhQVlbG0aNHCQwMVLf5D6SxsfG+EFK3ByYkJAQbGxuleY0kEgm5ubmPvdHHxMSwceNGjh8/jr6+PjNnzuTKlSv4+/srxY5uurq6SEtL4/z589jZ2bF8+XJsbGzu2cbU1JSIiAiioqJYs2bNQ/OVBEHg/PnzXL16lSVLlvTKE5KQkEBXVxchISH3vG5oaEhwcDDBwcE0NzdTUVHB1atXEYvFdHR0MGDAAEJCQrCzs7tv8Keuri4mJiY4ODhQXFyMXC6npaVFowalapSgGThwIEVFReo2QyVom4emu+X1s85zQaMcjI2NMTAw4ObNm7i4uKjbnD5HEAQaGhqQSqVIpVKqqqqQSqXU1tZibm6uEC4BAQHY2tpiYWHx0ERRW1tbqqurNaYJaWNjIzdu3FAImKamJlxcXHBxcSE4OFipAua3SCQSoqOjHyiUy8rK+Mc//sGvv/7K7du3mTJlCnv37mXSpElKT/IXBIHr169z9uxZjIyMePnll3F0dHzo9n5+fmRlZXHx4kUmTZp039+7urqIioqitraWNWvW9MoLUl9frwg1Peo8jYyMcHNzo7W1la6uLiZPnvzI4xYVFZGTk8O6des4ffo0cMeT+LhGgX2J+n8Nd9Gb7o/ahpGRkVbNYFF3Ay9NoTvk9JynZ+DAgRQUFPR7QSMIAvX19fc0eKuoqEAsFmNra4uNjQ1Dhw5l9OjRWFlZ9bqSUE9PD0tLS6RSqVLDJD1FJpPdE0KSyWSKEFJgYCC2trZ9lrdjZmaGtbU1eXl5eHl5AXD8+HH++c9/EhMTQ3BwMH/7299YtGiRyio2y8rKOHHiBB0dHbz44ou4u7s/9vxFIhEzZsxg06ZNeHh43CN+5HI5v/zyC21tbSxbtqzXdicmJuLv79/jZF19ff3HeuNbWlo4dOgQkZGR6Orqcv36dQRBQFdXV6PC8RolaExNTfvtvBdTU1Otyg8yNTWloqJC3WaoHVNTU8VE2ec8HZaWlhQWFj72SVCbeJR4sbOzw97enqCgIOzt7ZXqmrezs6O8vLxPBI0gCEilUsVQxNraWpydnXF2dmbUqFHY2tqqta3BqFGjuHz5Mj///DPbtm2jvr6ehQsXsmXLFpWK587OTkVIKDw8nICAgF4JOVNTU2bNmsXevXtZtmwZNjY2yOVy9u/fT1dXF4sWLeq1B66zs5OrV6+yYsWKHu9ja2uLVCp9aCPV9vZ2du/ejbe3NxKJhNTUVBwcHIiJicHQ0PCe8QnqRqMEjbW1db/1CpiamlJSUqJuM3qMqakpubm56jZD7Tz30CgPNzc3UlJS1G3GE/Mg8VJeXo6Ojo5KxcuDsLe3V+kDh1wup7i4WCFixGIxnp6eTJkyBUdHR43Jg0pKSuLTTz/lxIkTuLu78+GHH/Laa6+pvH9WWVkZBw8exMrKijfeeOOJE2MlEgkvvvgiP/74I0uWLOHChQvI5XIWLlz4RO9xVlYWtra2vfKadH9XGxoa7msU2NHRwd69e7GysmLKlCnAnfd8xIgRHDx4EGNj43smeKsbjRI09vb2/VbQmJiYaNWNUdvsVRXPc2iUR1BQEIcPH1a3GT2iW7z8tsGbOsTLg7C3tycpKUmpx2xpaSEvL4+cnBwKCgqwtrbG09OTxYsXY2VlpTHl3x0dHWzZsoWNGzdSWFjIjBkz+PLLL3FyciIiIkKla9/tlZk6dSo+Pj5P/b74+/vT0dHB5s2bsbGxYcWKFU8sGJOSkhgzZkyv9hGJRIpE34CAAMXrra2t/PTTTwwcOJCXXnoJkUhEWVkZzc3N6OjoUFFRgbGxca/76agSjRI0dnZ2NDc3q9sMlaBtOSnaZq+qGDhwIPX19c+7BSuBF154gf/5n/9RtxkPpKmpiZs3b1JWVqZx4uVB2NnZIZPJqK+v71X7/d9SU1Oj8MLcunULV1dXJBIJ06dP73Eb/r6ivr6ev/71r/zwww9YWFiwcuVK3nnnHUxMTKirq2Pz5s288MILKithLysrIyoqCktLy6fyyjyI9vZ2jI2Nqauro6CgAE9Pz14f49atW9TX1yORSHq97/Dhw4mNjVUImurqag4cOICjoyPTpk1TiLb4+HgCAwPJz8+npKQEMzOz531oHoa9vb1WJc72hm6BoC0DH42NjWlubn7mb+R6enoYGxtTX1/fo86cz3k4wcHByGQyysvL1fpU19XVRWVlJTdv3qS0tJSbN2/S0tKCg4ODRoqXByEWi/Hw8CAnJ4fg4OAe79fV1UVpaalCxLS2tiKRSBgzZgyurq4aOeqkvLycTz75hL179zJs2DB27NhBZGTkPdtYWFggkUi4cuUKEydOVOr6qvDK3E1+fj6xsbGsXr2a27dvExUVRVZWFlOnTu1VQ8+MjAwCAgKe6HotkUgUc6aKiooeOFpBKpVSWFhIREQE58+fp6KigkGDBj330DyMQYMG0dnZSW1trUaVgikDPT09dHV1aW1t1Yquszo6OgwYMICmpiaNvrD3BZaWltTU1DwXNE+Jnp4ezs7OREdHs3Tp0j5bt7W1VSFcSktLKSsrw8TEBEdHR5ydnRk7duwTN3dTJxKJhJSUlMcKmvb2dgoKCsjJySEvLw9TU1M8PT2ZM2cOdnZ2GnveeXl5fPzxxxw9epTQ0FBOnDjB2LFjH7p9WFgY3333HUFBQUrznqjSKwN3PCG//vorCxcuxNzcHHNzc9544w2io6PZuHEjM2bM6LG3pry8/JHvz6MQi8X4+vqyY8cOBg8e/MDRCmfPnmXcuHHcunWLlpYWRTKwJl0XNUrQiEQiLCwsuHbtGhMmTFC3OUqn20ujDYIG/jd/5FkXNIMGDaKmpgZ3d3d1m6L1DBs2jNjYWJUJGkEQqKmp4ebNmwoBU19fj729PQ4ODoSEhODg4ICRkZFK1u9L3NzciIqKoq2t7b6Jxw0NDeTm5pKTk0NJSQkODg54enoSFhbWo6GW6iQ5OZmPP/6YixcvMmXKFOLj43vUIXfgwIH4+/tz8eJFpk+f/lQ2CILApUuXSEhIUIlXBu4I7T179jB58mScnJwUr+vr6zNt2jS8vb05dOgQV69eJTQ0FCcnp4fa0D2q4EnCP7W1tSQlJZGamoqBgQF+fn73iZSSkhKkUinz58/n1KlT1NTUKFoOaJIg1ihBA3dKyLKzs/uloOlOtP1t50hNxcLCgrq6Oo1yKaoDKyurfjs0ta9RdmJwe3s7ZWVl93hg9PX1cXR0xNHRkaCgILWXFasKAwMDnJycyM/Px8fHh5aWFjIzM8nIyKCqqgoPDw+GDx/Oyy+/fJ/g0USio6P5j//4D1JTU5k7dy5ZWVm9LrseP348GzZsICQk5ImHJra3txMVFUV9fT1r165VyQNd92iCoUOHPnTKtYuLC2+88QapqakcPnwYHR0dAgMD8ff3v+/zrKurw9DQsMd5T11dXeTl5ZGUlER5eTkBAQGsXbuW9vZ2tm/fjpOTk6J6SRAETp8+zcSJE9HR0SE3N5fi4mLMzc01buSGxgkaBweHflsurG2Jtt2eiWcdS0vLfvud7GueJjG4u/Lobu9LdXU1tra2ODg4MHz4cF566aVnyqPo5uZGQkICGRkZFBcX4+7uzpgxY3B3d9eY0urHcebMGf74xz9SUFDAkiVL+PXXX5+4FNjY2Jjx48dz+PBhli9f3mvvQX19PXv27MHW1pYVK1aorBNzZmYm1dXVzJ0795Hb6evrExISQnBwMMXFxSQmJnL27Fk8PDwYMmQIdnZ2DB48mPLy8kd6Z7q6uqiqqlJU7eXm5mJiYkJQUBALFiy4J3fqxRdfZNeuXSxbtgxLS0sSExOBO92NpVIpYrGY3NxcnJycNO63pnGCxtnZmRs3bqjbDJVgYmJCQ0ODus3oMVZWVv32s+gN3Tk0z3l6goODaWxs7HFi8O3bt++ZC9TZ2anwvvj5+WFnZ6cR7f/7EkEQKC4uJj09nezsbDo6OoiMjGTOnDla4YnpJjk5mXfffZe0tDTWrFnDxYsXlZKjEhISQnZ2NgkJCffNMnoUJSUl7Nu3jzFjxhAaGqqyUIpMJuPEiRO8+uqrPf7uikQiXF1dcXV1paGhgby8PCoqKkhPT6eyshI9PT1MTU05fPgwurq6iEQiOjs76ezspKamBqlUqqhIsre3Z+HChQ8VQAEBAcjlcrZv365IAF65ciVisZicnBzc3Ny4efMmQ4cO1TjvvcZdCZycnLh27Zq6zVAJgwYNoqysTN1m9BhLS0utboSmLMzNzWlqaqKjo0Mjq0C0icclBncLmO7ZQB0dHYq5QOPGjcPS0lKjYvZ9iVQqJT09nYyMDIyNjfHz82PixIn8/PPPmJiYaI2YKSws5J133uHs2bMsWrSIqKgopRaBiMViZs2axdatW/Hw8OjRsVNSUjh79iyzZ89Waa6cIAgcPXqUESNGPLEYMDMzY9SoUYr/l8vl7NixAzs7O6ytrens7KSrq0tRiDJ8+HDs7Ox69f0YOXIkxsbG7Nu3jyFDhmBubo4gCFy7dg1ra2sGDhxIW1vbPbk/moDGCRo7O7t+O3HbysqKjIwMdZvRY557Ju4gFouxsrJCKpXi4OCgbnO0nrsTg+vr6+/xwLS3tysEzJgxYzSqoZs6qK+vJyMjg4yMDNra2vDz82PJkiX35OGNGjWKpKQkPDw81Gjp46mqquL3v/89v/zyCxEREWRmZqpsNIGlpSXjx48nKiqK5cuXPzSHSi6Xc+rUKQoKCnjttdeeOO+mp2RmZlJTU8O8efOUdkwdHR10dHSQSCQMHTpUace9ffs2NjY2mJqasmHDBtzd3REEgaysLJycnOjo6NCoHjSggYKmP3cL1jaBYGRkRFdXF83Nzf2iKuRp6J6d81zQPB0NDQ24ublx5swZvvrqK9ra2nBxccHZ2fm5gPl/tLa2kpWVpQgneHt7M3369IdWufj6+nL69Glu376tkRVMMpmMjz/+mO+//56goCCuXLmCv7+/ytcNCQmhoKCAU6dOMXXq1Pv+3tzczP79+9HR0WH16tUqT3BtbW3tdaippyh78npxcTGXLl1i5cqVisjCvn37aGpq4vTp09ja2lJVVfU85PQ4nJ2d+62gMTExob29ndbWVo3LDn8QIpEIKysrampqnnlBY29vr1XhQk2hoaHhnsnMLS0tuLu788033zBr1qxHlqI+S3R2dpKXl0dGRgaFhYUMHTqUkJAQPDw8Hnuj0tPTIyAggKSkJMLDw/vI4sfT0dHBp59+ypdffsnQoUM5cuQIL7zwQp+tLxaLmTdvHlu2bMHGxuaeaqLKykr27NmDt7c3kydP7pMquJiYGDw8PFQiAuRyudLO4fbt2xw4cIA5c+YownVmZma0tbWxbt06Pv/8cxYvXsytW7eeh5wex9ChQ2lsbOyXXgGRSKTw0vTFlFxl0G3v3ePtn0Xs7OyUPjunPyKTySgqKlKImJaWFpydnXFxcSEkJAQbGxtEIhGff/4558+fZ/ny5eo2WW0IgkBJSYkiudfW1hY/Pz9mzpzZ6weewMBAtm3bRlhYmEYkSe/bt4/33nsPIyMjNm/erNQQS28YMGAAr7zyCtu2bcPKygonJydu3rzJ3r17mTJlyj2zi1RJY2MjycnJrF27ViXH19XVRS6XP/Vx2tvb2bNnD2PHjsXNzU3xekpKCj4+PqSmpqKjo4OFhQW3b9++ZxtNQP3f/N9gYGCAlZUVFy5cYNq0aeo2R+l0ezy0RdA8L92+g62tLTU1Nc8Tg39DZ2cnN2/eJD8/n4KCAurr6xUCJjg4WCFgfkt4eDj79+9/JgVNU1MTqampJCcno6+vj5+fH2vXrn2qmUyWlpbY2tqSlZXVJ+Gch1FQUMCqVatIS0vjz3/+M++9957aewBZWVkxe/Zs9u3bx5QpUzh58iRz5szp00aZFy5cYPjw4U/1GT8KXV1dOjs7n+oYcrmcX375BTs7u3uqw+RyOcnJySxevJiPPvqI4OBgGhoaMDQ0RF9f/2lNVyoaJ2jgTkvv2NjYfilotE0gWFlZ9duqs96gq6v7PDGYO16F2tpaCgoKKCgooLi4GGtra9zc3Jg+fToODg49uoEtXryY2bNnPzOzwgRBoLS0lMTERPLy8vDy8mL+/PlKDT8EBQURGxurFkHT3t7OH//4R7Zs2cKMGTMoKCjQqPE1Hh4e+Pj4cPDgQZVXMv2WmpoasrKyWL9+vcrWMDAwoKWl5Yn37+rq4tdff6Wrq4vIyMh7HkJyc3OxsLDA1taW6OhoVq1aRVZWFoMHD1aG6UpFIwWNv78/V69eVbcZKkHbmrTZ2dlx+vRpdZuhETyricFtbW0UFRUpvDByuRw3Nzf8/PyYNWvWE4WGx40bh1gs5sKFC0ofJqhJtLe3k5GRQWJiIh0dHQQGBjJt2jSVjD+5e8BgXyZr/vzzz7z33ntYWFhw+vRpRo8e3Wdr95Tc3FwyMjIICQnh3LlzODo69tkMovPnzxMaGqrSFAobGxtu3brVoxERv0Uul3Pw4EFaWlp45ZVX7mnIKAiCYsJ2bm4ulZWVODo6cunSJYYNG6bMU1AKGilohg0bxqVLl9RthkrQtkonCwsLWltbaWpq6nFb7f7Ks5IY3D0XplvA3Lp1CwcHB9zc3AgODlbKIEexWMy4ceP48ccf+6WgqaqqIikpiYyMDJydnZkyZQpDhw5VaQJ093t69uxZlixZorJ1usnNzWX16tVkZGTwySef8M4772ikt+369escOXKEV199lSFDhjBo0CB++OEHli5dipWVlUrXbmhoID8//77p4MrG3t6e+Pj4Xu/X2dnJL7/8QkdHB4sWLbov/6qwsBCZTIaPjw9/+ctfGDVqFJWVlchksueCpqdIJBKtuun3hm5BIwiCVlR3iEQi7OzsqKioeOaHMzo5OREbG6tuM1RCY2OjIoxUWFiIkZERbm5ujB8/HmdnZ5XkDc2fP58///nPSj+uupDL5eTk5JCYmEh1dTUjRox46tyY3jJy5EiuXLlCUVERrq6uKlmjtbWVDz74gO+//56ZM2cSFRWlUROX7yYvL4/Dhw+zePFihdcqKCgIfX19fvjhB+bMmaPSxNaUlBR8fX1V3vSw+xrdm/uKTCZj7969mJmZsXDhwvvEjCAIREdHM3HiRMRiMceOHWPu3LnI5XLa2tqQSCSqOJWnQmMFTX9trmdoaIiBgQH19fUa2TPiQdjb21NeXv7MCxpra2va2tqor6/v05uUKnhQMq+rqytubm6Eh4f3yfnNmzePNWvWkJubq5EXx57S0NBASkoKKSkpDBo0iMDAQLy9vdUyS0lHR4eJEycqch2U/dB05MgRXn/9daysrIiOjiY0NFSpx1cmhYWFHDx4kEWLFt0XggsICGDgwIHs379fZaMO5HI5KSkpfeItMzU1RVdXt8f3lfLycvbu3cvIkSOZMGHCA889MzMTkUjEsGHDqKurIzs7m9GjR5OWloZMJtPI36xGChoHBwfa29v7PBbcV3TnYmiLoLGzsyMzM1PdZqgdkUiEs7MzxcXFfVbuqUwaGxvJzc1VTMvtTuadMWMGQ4YM6fNwgaGhIaNGjWL79u38/e9/79O1n5bueUqJiYkUFRXh6+t7XwdfdeHr60tsbCzXr1/H29tbKceUyWSsWbOGI0eO8Oc//5kPPvhAI8NL3dy4cYMDBw4wf/78h7accHZ2ZtWqVezZswepVEpkZKRSS95zcnIYNGhQn30nenpfycjI4MSJE0RGRj70+yGXyzl37hwzZsxAJBLx448/4ubmRkNDA/X19TQ1NWlkpa5GChqxWIyjoyPnzp1j8eLF6jZH6djb21NRUaGRMcgHYW9vz5kzZ9Rthkbg4uKiNYJGEASkUik5OTnk5uZSW1uLu7s7vr6+zJ49WyWJqb1l5syZ7N69W2sETWtrK2lpaSQlJSESiQgKCmLWrFkaNUdJJBIxefJkTpw4gaen51MLjyNHjrBmzRocHR1JS0tTant9VVBWVsbPP//MvHnzHjtaYeDAgaxcuZLDhw/z7bffMmvWLKUl/ScmJhIYGKiUY/UEBwcHioqKHnpfaW5u5sSJE5SVlbF06dJHVimlpqYycOBAxWd98OBBIiIiKC4uRiqVYm5urpGCViMFDYCXlxfx8fH9UtDY2dkpRrJrA88Tg/8XFxcXrly5om4zHopcLqe4uFghYkQiEZ6enoSHh+Pk5KSWMMijWLp0KX/5y1+oq6vT2DwMgFu3bpGYmEhWVhZubm5ERkZqdJdjNzc3TE1NuXr16j0dcnvD3V6ZTz75hPfff18jb2J3U19fz969e5k5c2aPhZe+vj7z5s0jMzOTPXv2EBAQwMSJE5/KW1NXV0dVVZXSPGQ9ISAggI0bNxIeHn6fwL5+/TrHjh1j2LBhvPHGG4/MiWtvb+fChQu88sorwJ2Oz/Hx8XzyySfEx8dTU1OjsaJWYwWNv78/cXFx6jZDJXTnpDxPDNY+rK2taW9v16i5OS0tLeTl5ZGbm0t+fj7W1tZIJBJeffVVpVQkqZLBgwfj6enJhg0bNC5BWBAErl+/TmxsLA0NDYwaNYq33noLExMTdZvKVxSjAAAgAElEQVT2WLq9ND///DM+Pj699iBpm1cG7tx49+7dS0hICJ6enr3e38fHBxcXF44dO8a3337LtGnTnvi8c3JykEgkffoAYWZmhqurKxkZGQrPUH19PWfOnKG8vJx58+bh7Oz82ONcuXIFJycnRbrHrl27GDRoEMbGxpiZmVFTU6ORpfmg4YJm37596jZDJZiamqKjo6NVicHd8dlnXdCIRCJF2Gn48OFqs6O2tpacnBxycnKoqKjA1dUVT09Ppk6dqhU33Lt54403+PzzzzVG0MjlcjIyMoiJiUFfX5+xY8fi5eWl8d6J39Jdan/mzBlmzJjRo3200SsDd8RnVFQU1tbWjBkz5omPY2xszPz588nOzubo0aMMHDiQyZMn9zqXMycnRy0J04GBgZw8eRJvb29iYmK4evUqo0aNYubMmT2qVKyqqiI+Pp7XX39d8dqGDRtYtmwZN27coLOzk4aGBrV2o34UGitouuvd+yvalhjs6OhISkqKus3QCFxcXCgqKupTQdPV1UVZWZlCxLS2tiKRSBgzZgyurq5aPY5h9erVfPzxx5w8eZKIiAi12dHR0UFKSgqxsbFYWloybdo0XF1dNdrD9TgiIiLYuHEjw4YNe2wZ99GjR1m9erVWeWW6uXz5MnV1daxYsUIpn5e3tzcSiYTU1FT27NmDo6MjYWFhWFtbP3bflpYWysvL1fL+2dnZIZPJ+Oqrr/D392fdunWYmpr2aN+uri4OHjzIpEmTFPel7jljp06dYtu2bbS3t1NbW8uoUaNUeRpPjMYKGnd3dzo6OsjLy8PDw0Pd5iid7hCOtiQGOzs7ExUV9cy0qn8UHh4enD9/XuXvRXt7OwUFBYrKJFNTUyQSCbNnz8be3l6rb7R3o6enx8svv8w///lPtQialpYWEhMTSUhIwNHRkQULFmhkBceTYGhoSGRkJIcOHWLdunUPnL0jl8t588032b17t1Z5Zbrp7v2zevVqpQp7HR0dAgMDCQgIID4+nh07dmBlZUVgYCBeXl4PDSfl5+fj4uLSpw8ZFRUVJCUlkZWVhYWFBcbGxj32ynUTGxuLgYHBPWLls88+Y8qUKbS2tqKnp0d1dTUymUzjhlJ2o7GCRiwW4+Pjw/79+/nwww/VbY7Ssbe316rEYCMjI8zNzZ/J1v+/ZeDAgZiamlJaWoqTk5NSj93S0sL169fJzs7mxo0bODg4IJFIeOGFF7TGm/ck/OlPf8LHx4dbt2712YyYxsZG4uLiSElJwdPTk+XLl/foCVzb8PDwwMXFhdOnT993kyssLGTWrFm0t7eTkJDQp0msyqCyspJDhw7xyiuvYGZmppI19PT0GDduHKNHjyY7O5vExEROnDjBiBEj8PHxuW8Aa1/1VWpqaiInJ4fU1NR7crz09PT45ptvKCgo6LHwqKqq4sqVK6xZs0ZxLk1NTRw6dIjTp0+Tk5ODpaUlycnJuLm5aazg1VhBA3fmvVy4cKHfChptSgyG/y1ZftYFDYCnpyc5OTlKETTNzc1cv36drKwsSktLGTp0KH5+fsydOxdDQ0MlWKv5DB06lMDAQD777DO++OILla5VW1tLbGwsmZmZ+Pv7s3bt2n4tFuHBoaedO3eyfv16Zs6cydatWzVucvLjaG5uZs+ePbz44ot9ck3S0dHB19cXX19fKisrSUlJYc+ePQiCgKenJ56enjg5OVFYWEh4eLjS1xcEgerqakUFY2VlJW5ubowdOxaJRHKPyHjppZc4fPgw69ate2xCeHeoaeLEiff8Dr7++mucnJwIDQ1l06ZNGBkZUVZWptHNFDVa0ISEhHDkyBF1m6ESuhODb9++rdHlqnfj4uJCSkoK48aNU7cpasfT05Nff/2VKVOmPNH+TU1NChFTVlaGm5sbI0aMYMGCBVp3Y1EW7777Lm+++Sb//Oc/VfIEKJVKuXz5MgUFBQQGBrJ+/fpnpg3B3aGnVatW8cYbb3D48GG+/vprli5dqm7zeo1cLmf//v14eXmppSeUjY0NU6dOJSIigqqqKnJycjh79ixSqZSuri4uXrzIkCFDsLOzw9LSste/ablcTkNDA7du3aK8vJyKigrKy8vR19dXeGydnZ0fWlru7u7O0KFDOXXqFC+99NIj14qNjVU0ubybrVu3sn79em7fvk1jYyONjY3U1tY+FzRPSn9PDHZycqKkpERrBI2zszMHDx5ELpdrXD+TvsbOzo7W1lZqamqwtLTs0T5NTU1kZ2eTlZWlqBgbOXIkCxcufGZFzN3MmTOH3/3ud/z4449KvcmWlJRw+fJlKioqCA0NJTIyUqMa4fUVHh4eGBgY4O/vj7GxMampqVqV+Hs3p06dQkdHRyWekN4gEomwsbHBxsaG8ePHc+3aNeLi4rC2tubGjRvExcVRV1eHWCzG1NQUExMTTE1N0dPTU4j2rq4uurq6aGpqUgiH1tZWTExMGDx4MHZ2dgQFBWFvb9/jBF/4X6/co0JPZWVl94WaAM6dO0dlZSVvvPEGV69eVXieqqqqNDYhGDRc0PT3xGBta6NvZGSEhYUFFRUVz3zYSSQSIZFIyMnJeWSZqEwmU4iYiooKPDw8CAwMxMPDQ6srk1SBWCxm2bJlSvEaCIJAfn4+ly9fpqGhgbFjx7JgwQKltrbXNr799ls++OADxo8fz0cffaS1YubatWsUFBSwevVqjcvl6A4D3e3FEASBtrY2GhsbkclkNDY20tnZSVdXF4IgIBaL0dHRwcjICFNTU0xNTTEyMnrqczMwMCAyMpLDhw+zdu3a+zqDNzY2KpoQ/jbk+o9//IO5c+eir6+vGOHQ1tZGU1OTxiYEg4YLmv6eGKzpXWcfRHfJ8rMuaOBO2Ck2NvY+QdPY2KgQMbdu3UIikRAcHIy7u/tzEfMY3n//ff71r3+RnZ39RAmqXV1dZGVlcfnyZQRBYNy4cfj4+Gjcja8vaWlpYcmSJZw7d44ffviB8PBwtmzZwuDBg7Wur5RMJuPEiRO8+uqrGplfVlFRcZ8HQyQSYWhoiKGhYZ8nnbu7u+Pj48Pu3btZunSpwhPc2dnJ3r17CQoKuq8JoVQq5dy5c6SlpdHa2kppaSkGBgYUFhbi7u6u0b8lzbXs/9GdGNwfubvrrLbg4uLCjRs31G2GRuDq6opUKlU8dcXHx7Nt2za++eYbSktLCQ0N5Q9/+ANz587F29v7uZjpAVZWVkyePJlPP/20V/t1Tzb++uuvSUhIYNKkSbzxxhv4+flp9AVY1eTm5uLj40NxcTFpaWnMmzcPc3Nz5s+fz8GDB6mpqVG3iT1GEASOHj3KiBEjNHJosSAIGjlQOTw8HGtra/bu3UtnZyeCIHD48GEGDhz4wHzIzz//nOHDhyORSMjNzcXZ2ZkbN25QXl7+VE0L+wKN9tDAncTgo0ePqtsMldDddfbGjRtaU2Xh7OzMr7/+SkdHxzN/g25paWHQoEFs3br1nkZ3bm5uz3Ro42n505/+xNSpU6mqqnrsE60gCGRmZnLu3DnMzc2ZNWuWRs9Y6kuOHDnCkiVLWLBgAZs2bbpH2Dk5OTFp0iR++uknVq9erZHejt9y7do1ampqmDdvnrpNeSCtra3I5fJe5bn0BSKRiMjISH755Rd2796Ni4sLlZWVrFy58r7fSUtLC9u2bWPjxo3Ancncrq6ulJSUIJVKWb16tTpOocdo/KPLqFGjkEql6jZDZXSXQmsLAwYMwM7OjqKiInWbohZaW1tJTU1l+/btbNy4EUNDQ0QiEe+//z5z5szB09PzuZh5SsaOHcuoUaP4wx/+8NBtBEGgoKCAzZs3Exsby4wZM1i2bBnOzs7PxQzw97//nUWLFvH3v/+d77777oFeqpEjR+Lm5saBAwfo6upSg5U9RyaTcfLkSWbPnq2xv6/GxkZMTU018vsnFouZO3cuYrGYCxcuMHv27Ac+kH7yySfY29szf/58ZDIZN2/epLOzEwMDA6RSqUYnBIMWCBp3d3cEQSA+Pl7dpqgEbRM0gCIZ9llBLpdz/fp19u3bx5dffklubi7BwcG8//77LF68mI6ODq0KG2oDX331Ffv376ewsPC+v5WVlbFz506OHTvG2LFjWbNmjdYmuCqbjo4OFixYwBdffMHRo0d56623Hrl9REQEcrmckydPIghCH1nZOzQ91NRNt6DRVKqqqigvL1fk1OTn59/z99raWr799ls+//xzADIzM/H09CQvL4+ysjLa29s1PudKM6XuXYjFYiZMmMC2bdsICQlRtzlKx8rKSnFD1Jawk6enJ9u3b9eqpoC9RRAEbt68SXp6OllZWdjY2ODn50dkZOR91QK+vr6kp6czadIkNVnb//D39yc8PJz33nuPqKgoAKqrqzl37hw3b95kwoQJjBgx4plvH3A3t27dYurUqbS3t5Oamoqjo+Nj9xGLxcyfP58dO3Zw7tw5jfwOa3qoqRuZTKaxgqa6uppdu3Yxffp0fH19KSws5NChQwwdOpQXX3wRQ0ND/vjHP+Lv78+LL74I3JnjNGbMGA4dOsSNGzcYN26cxl/vNV7QAEyfPl0R0+tvaMr05t7Q3SiqoqJCo5+YnoSqqirS09O5du0aenp6+Pn58frrrz9SbPr7+/Pzzz8zceJEjf/BaxNffvklvr6+isGD2dnZjBkz5qHu8meZ+Ph4Zs6cSXBwMPv27etVTsyAAQNYsmQJ27dvR1dXlwkTJqjQ0t7RHWp69dVXNTbU1E1jY6NGTrqvra1l586dhIeH4+vrC9zpzL1u3TpOnTrFxo0bCQoK4qefflIU4NTU1NDQ0EBbWxvm5uaKMnlNR+NDTgBhYWHcvHlT3WaojO5+NNpEd+v//kBjYyNXrlzhu+++Y+fOncjlchYuXMi6desYP378Yz1ngwcPRk9Pr19/R9XB4MGDCQ8PZ/369RgaGvL2228zbty452LmN2zbto3JkyezZs0aDh8+/EQJvsbGxixbtoz09HQuX76sAit7j7aEmrrRxJBTbW0tO3bsYMKECff1OzMwMOCll15i1qxZfPjhh4wcORJLS0sEQSA9PR0fHx9FWKqsrIywsDA1nEHv0GzJ+/8YNmwYgiAQExPD2LFj1W2O0hk6dCgXL17UqhCOp6cnx44dY+LEieo25Yloa2sjOzubjIwMysvL8fLyIjw8HBcXl16X+YpEIvz8/EhPT1f6sMpnkY6ODuLj47ly5QqLFi3i9ddfR1dX975Q37NOV1cX7777Lj/88APbtm1j/vz5T3U8ExMTli1bxo4dO5DL5UyYMEGt1yNtCTV109LSolHCq7q6mp07dzJu3LhHJvM2NzeTkpLC7t27OX78OIIg0NTUxNy5c9m/fz/V1dW0tbVpxeBSrRA0IpGIF154ge3bt/dLQWNpaYmBgYFWhXAcHBxobGzUqtwfuVxOQUEBGRkZ5OXl4ezszMiRI1m0aNFTP/UHBASwceNGpkyZ8ky21VcGcrmc1NRULl68iIODA6+99hpWVlYkJiby+9//ntTUVHWbqDF0dHQwe/Zs0tLSuHz5Mv7+/ko5rpmZGStWrGDnzp10dnYyadIktYia1tZWrQk1ddPV1aUxOV2VlZXs2rWLiRMnMmLEiEdu+8477zBnzhxmzZqFIAjExcVx4cIFfv75Z3R0dCgqKlK7uO0p2vFN4U4ezddff61uM1RGdwhHWwSNWCzGw8NDUfGjqQiCQGlpKRkZGWRmZmJpaYmfnx/Tpk3DyMhIaeuYmZnh6upKRkYGgYGBSjvus4AgCGRlZXH27FnMzMxYuHAhQ4YMUfz9P//zP3FycuLnn39mwYIFarRUM5DJZISHh9PQ0EBqaqrSu8+amJiwfPlydu7cSXNzM9OnT+/zG3VMTAwSiURrrodwR9BoQhPH4uJi9u/fT0REBH5+fo/c9uLFi8THx1NQUADccR6UlJQwZcoUSkpKKC4upqSkhFWrVvWF6U+N+t/9HhIWFkZpaam6zVAZ3V0ZtQlPT0+uX7+ubjMeSGNjI5cvX+brr78mKioKExMTVq9ezcqVKwkKClKqmOkmMDCQxMREjS1/1UQKCwvZvHkzly9fZvr06SxbtuweMQN38jt+//vf89FHH2l8vxRVI5VKCQoKQiQSkZiYqLJW+kZGRqxYsQKZTMbOnTtpampSyToPorGxkeTkZK3I2bgbTfjdJyUlsX//fubOnftYMQN3Ro289tpr2NraAlBfX8+NGzfw9fWlqKiIzs5OCgoKtOaz0BpB4+XlBaAxCWvKxtHRkfr6eurr69VtSo9xd3enoqKCxsZGdZsC/G+/mJ9++olvvvmG2tpa5syZw1tvvcWECRNUPtXc1dUVuVz+PDm4B5SXl7Nz506OHj3KmDFjeP3113Fzc3uoW/uPf/wjLS0tbNiwoY8t1Rzy8vIIDAzE3d2dixcvYmxsrNL1DAwMWLRoEU5OTmzZsqXPGpxeuHCB4cOHY2Zm1ifrKQuxWKw2USOXyzl69Cjx8fGsXLmyR32ZDhw4QH5+/j1jRpKTk/Hz86O8vBx9fX0aGxvp6uq6b96TpqI1gkYkEhEWFsYPP/ygblNUglgs1rqGdXp6enh5eXHt2jW12lFdXc3p06f54osviI2NxcvLi/fee4+ZM2fi4ODQZ7FfkUik8NI858HIZDIOHjzITz/9hLe3N2+++Sa+vr6P/Yz09PT4r//6Lz755BNu3brVR9ZqDgkJCYwePZqIiAiioqL6rNJLJBIxadIkJk+ezI4dO8jOzlbpejU1NWRnZzN+/HiVrqMKxGKxWjyIzc3N7Nq1i/r6elavXs2gQYMeu49MJmP9+vV89NFHilLz7hy2wMBA0tPTMTMzIzc3V6vaUWiNoAGYNm2a1k2n7g3aGHby8/MjIyOjz9ftbh72/fffs337dgBWrFjBypUrGTFihGKqbF8zfPhw8vPzkclkallfU+nq6iIuLo6NGzdiZGTE+vXrCQwM7FVuxtKlSwkNDWXJkiUqtFTzOH78OOHh4axbt44tW7aoJU/D19eXxYsXc+LECc6fP68yT8S5c+cIDQ3Vyoo2XV1dOjo6+nRNqVTK5s2bGTJkCIsWLepxQcKaNWtwdHTk/fffV7yWnZ2NlZUVFhYWXL9+ncbGRjIzM5k6daqqzFc6WpMUDDBx4kQ++OADjUm+UjZubm5ERUXR1tamNZUyLi4uyGSyHg0SfFq6E3xTU1PJzs7GycmJMWPG4OHhoTHVBYaGhnh7e5OamqqVT5mq4MaNGxw7dgxjY2NWrFjxVN+TnTt3IpFI2LJli1Y0+npatm/fzltvvcVnn3322DEGqsbe3p41a9awd+9ebt26RWRkpFIbyZWXl1NSUsLMmTOVdsy+xMTEpM8eZARBIC0tjdOnTzN16tQe5ct0c+TIEY4cOUJaWto999GkpCSCg4PJzc3F2tqa6upqiouLtao1h1apAolEgomJCfv371e3KSrBwMAAJyen+2ZsaDJisVjR+l9VNDU1ERsbyzfffMPBgwcZNGgQb775Jq+88gpeXl4aI2a6CQ4OJjExkc7OTnWbolYaGxv55Zdf+OWXX5gwYQJLly59atFrZWXFv/71Lz744IN+H3r67LPPWL9+vULUaALdFVDW1tZs2rSJa9euKc1bEx0dzYQJE9TmXX1aTE1N+ySfsKGhgZ9++on4+HiWLl3aKzEjk8lYs2YNn3zyyT15NuXl5dTV1eHp6Ul6ejrm5uY0NzdjYmKCh4eHKk5DJWiVoBGJRLz88st899136jZFZWhj2Mnf31+pFza4E6LIzc1l7969/Pvf/6ayspLIyEjWr1/PuHHjNK4j590MHjwYW1tblYo8TUYul3PlyhU2btyImZkZb731Fj4+PkqLwz8LoacPP/yQ//qv/+LIkSMa11hOV1eXyZMn88orr3DhwgX27dv31J6JwsJCbt++/dieKZqMqj00giCQmprKt99+y5AhQ1i9ejWDBw/u1TEeFGqCO2Xyo0ePpr29neLiYmQyGZcuXWL+/Plakz8DWhZyApg7dy4LFy5Utxkqw9PTk3PnziGXyzXO8/AwbG1tFa3/n7ZTbm1tLampqaSlpWFmZsaIESOYPXu21oTguhk3bhyHDh1i+PDh/TI8+jCKi4s5duwYpqamrFy5EisrK5Ws059DTx988AFbt27l7NmzGn2DHzJkCGvXruX8+fNs2rSJqVOnPpFwFQSB6OhoJk6cqDXXvAehSg9NQ0MDR44cobGxkaVLl/ZayMDDQ03doaVZs2aRnp6Oi4sLRUVFXLt2jb/85S/KPA2Vo3WCZty4cTQ1NZGSksLIkSPVbY7SMTMzw9ramvz8fK0plXva1v+dnZ1kZmaSmppKVVUV/v7+LFmyBBsbGxVY2zc4OTlhbGxMdnY2Pj4+6jZH5TQ2NnLq1ClKSkqIiIjA29tbpU923aGn3/3ud0RGRj7RBV4Teffdd9m1axfnz59XWvdfVaKrq0t4eDje3t4cPHiQrKwspk2b1isPanZ2NoIgaP3vRBWCRhAErl69ypkzZwgKCmL8+PFPJPoeFmqCO96Z4OBg9PX1ycjIwMbGhgEDBiCTybSuM7/WPTrq6ekxdepU/ud//kfdpqiMbnGgTfj5+ZGVldWrvJG6ujpFuXVGRgbBwcH8/ve/JyIiQqvFDNwReePGjePy5csa0XBLVcjlcmJjY9m4cSMDBw7krbfeYtiwYX3ipl66dCmjR4/uN6Gn9evX8+OPP2qNmLmbbm+NpaUlGzduJDo6mtbW1sfuJwgCly5dIiwsTKtCGw/CxMSE5uZmpeTOCYJAfn4+3333HcnJySxdupSwsLAn9mCtWbMGJyen+0JNDQ0N5OTkEBwcTF1dHdXV1UilUmJjY5k2bZrWDYLVOg8NwIIFC/j//r//T91mqAwfHx/OnDlDa2vrE03OVQcDBw5kyJAhZGZm3jfV9W66urrIz88nMTGRsrIyhg8fzqpVq3rUO0Hb8PDwIDo6moKCAtzd3dVtjtIpKiri+PHjmJmZsWrVKiwtLfvchh07diCRSNi8eTNr1qzp8/WVxbp16zhw4AAXL17UiiGAD6I7tyYwMJDz58/z73//m7FjxxIcHPzQeUxlZWW0tbVpVeLpw9DV1WXQoEFUVlY+1ciG0tJSoqOjaWxsZPLkyXh5eT2V2HtYqAkgNjaW4cOHM2DAAGJiYvDy8iI7O5uEhAT++7//+4nXVBdaKWimTp3KsmXLqKys1Pon+QcxYMAAXFxcyM7O1ugY+m8JDAzk8uXLDxQ0TU1NpKamkpSUhLGxMUFBQSxYsEDrngB6w91emv4kaBoaGjh16hSlpaVEREQ89QX3abg79DRjxgytmv3Tzfr16xViprsjujZjbm7OrFmzqKqq4uzZs8THxxMWFkZAQMB9N9TExEQCAwO13jvTjb29/RMPGe5+v8rKyggLC1NK/l1DQ8NDQ03Nzc2kpaXx5ptv0tnZSWpqKv7+/jg6OlJRUUFERMRTra0ORL10h2uM73z06NGEhYXd07a5P5GVlUVSUhLLli1Ttyk9pquri6+++oqFCxdiZ2en6BuTmJhIbm4u3t7eBAYG3jerpz/T1dXF119/zcyZM3FxcVG3OU+FXC4nLi6OmJgYAgMDGT9+vMYI0rlz55KXl0dycrJWlf2+++67/Pjjj1rtmXkcN2/eJDo6mqamJiZMmIC3tze6uro0Nzfz73//m7ffflsls9XUQUJCAlKplJdeeqnH+1RVVREbG0tubi5jxowhODhYKb+rrq4uxQym8+fP3yeOoqOjaW5u5qWXXiI9PZ20tDQaGhrIy8sjISGB2NjYp7ZBifRI8WqlhwZg0aJFbN68ud8KGolEwuHDh2loaNCamSZisZhRo0YRFxeHk5MTiYmJdHR0EBgYyLRp07Sy++fTIhaLCQsLIzo6mpUrV2rtk2hhYSHHjx9n4MCBagsvPYo9e/YwcuRIFi1axC+//KJuc3rEBx98oEgA7q9iBu7MqVu+fDn5+flcuXKFkydPKjzPXl5e/UbMANjZ2XH16tXHbtc9dy4pKYnq6mpGjhzJ22+/rdQUg7feeosbN26Qnp5+n5jpHgC6du1a4I6nbNiwYSQkJHD69GnF69qG1gqamTNn8uGHH9Le3q5VT2Q9RVdXF29vb65du8aYMWPUbU6PqK6upq6ujvT0dJqbm5kyZQpDhw7V2pu4svD19SUmJoacnBytCynIZDJOnDhBWVkZEREReHp6auTnqa+vr7hR/t//+3/55JNP1G3SI/nwww/ZunUr58+fx9fXV93mqByRSISHhwceHh5UV1eTmJhIYmIijo6O5OfnP3IwqTYxePBgqqqq6OzsfGDeUENDA8nJyaSkpGBlZUVgYKBKmoN+++237N69m7i4OMzNze/7+8WLFwkICMDc3JyKigoaGhpoaGjAy8uLwsJCre3WrLWCxtXVlcGDB7N161bWrVunbnNUgr+/PydOnNBoQSOXy8nJySEpKYnKykpGjhyJRCLB1dUVNzc3dZunEYjFYiZPnsyZM2eQSCRa0ZdGEASuXbvGyZMnGT58OLNmzdKY8NLDGDJkCL/++isRERH4+/sze/ZsdZv0QD777DM2bdrE2bNnta6aSRlYWVnh7u5OSUkJAQEBREdHc/z4cUaOHMmwYcOwsLBQt4lPjJ6eHlZWVpSXlytaWHR0dFBYWEhaWhpFRUX4+fmxdOlSleV/xsTE8P7777Nr164Hev5qa2vJzMxk/fr1wB3vzMiRI0lKSkIsFmNvb6+14XGtFTQAr776Kt9//32/FTTOzs60tLRoZPJzt8syJSUFCwsLgoKC8Pb2RkdHh5KSEqKioggJCekXT13KwMPDg5iYGNLS0jQ+0Vsmk3H06FFqamp45ZVXtCrnaezYsfzzn/9k+fLlxMXFaVwo54cffuBvf/sbR44c0fjvgSpJTEwkODiYESNGMGLECMrKykhJSWHr1q0YGdAehVEAACAASURBVBnh6emJp6cnQ4YM0bpriIeHB9euXaO6uprc3FyKioqws7PD19eXWbNmqbRJaFlZGXPmzOEPf/jDQwX92bNnCQ0NxcjIiNbWVrKysnjppZcwNTVl8+bNLF68WGX2qRqtTQoGyM3NZcSIEdTU1GhNeXNvOX36NABTpkxRsyV3ntqLi4tJSkqisLAQX19fAgMDsbW1vW+7TZs2ERERcV9m/bNMSUkJBw4c4O23335oGas6+a1XJiwsTCPt7Anr1q3j2LFjZGRkaEwO2tGjR1m4cCHbtm1j/vz56jZHbdTV1bF582bee++9+7x+giBQVlZGTk4Oubm5NDU14eHhgaenJ0OHDtXY9AJBEKiqqiInJ4dr165RVVXFsGHDkEgkeHh49En+YHt7u8JD/rA8soqKCnbv3s3bb7+Nvr4+cXFxlJWVIRaLGTRoENOnT+fq1auaWEbfI1Wr1YIGYNiwYSxevJiPP/5Y3aaohJqaGr7//nvee+89td1cOjs7ycjIIC4uDkEQCAoKwt/f/5FPGklJSeTn57No0aI+tFTz+emnn3BxcWH06NHqNuUeZDIZx44do7q6mlmzZmmVV+ZBdFd4CILAhQsX1B7mS0hIIDw8nE8//VRjBk2qizNnziCXy3tUFlxXV0dOTg45OTmUlpZiYWGBvb09dnZ22NnZMXjw4D4XOYIgUFdXR3l5ORUVFYp/hoaGCgETFRXFihUr+jR5fvbs2RQWFpKUlPTQ92TXrl1IJBKCg4Pp6upiw4YNRERE8Ouvv9LS0sK+ffvIzMzsM5t7Qf+ucupm7dq1bNq0qd8KGktLS+zs7B7bsE4VNDU1kZiYSFJSEnZ2drz44os9TvINCAjg/PnzGhkuUyeTJ09m+/btimZW6kYQBDIzMzlx4gTDhw9n7ty5WuuVuRuxWMyRI0fw9/fnzTffZNOmTWqzJS8vj+nTp/POO+8882Kmu9/JypUre7S9hYUFoaGhhIaGIpfLqaysVAiJ9PR0KisrFSLHysoKU1NTTExMMDU1xdTUFENDwycKWXV2diKTyWhsbKSxsRGZTMbt27e5desWFRUV6OvrK4TV6NGjsbe3x9jYWLF/95Dhvnpw+Y//+A9iY2O5evXqQ8VMQUEBtbW1jBo1CoDr168zYMAAKisr8fT05E9/+hNvvvlmn9irKrTeQyOVSnF2dqakpKTf3jivX79OTEwMq1at6pP1KisriYuLIzs7m2HDhhEaGoq1tXWvj3Pp0iWqq6uZM2eOCqzUXo4ePQrAjBkz1GpHf/PKPIjs7GxCQ0P57//+b7WUokqlUgIDA4mIiGDLli19vr6moez+Wt0ip6KigurqamQy2T1CpLOzUyFyBgwYgI6ODmKxGLFYjEgkoqurS/Gvo6NDIV7a29sxNjZWCCMTExPMzMwYPHjwfeLlQeTm5hIbG8uKFSuUcp6P4sCBAyxfvpyTJ08+dPaSXC5n48aNhIeH4+XlhSAIbN68mQkTJnDy5EleeOEFQkNDNfk++mx4aGxtbQkJCeGvf/0rGzZsULc5KkEikXD8+HEqKiqws7NTyRqCIFBQUEBcXBxSqZSgoCDWr1//2B/uowgKCuKrr77i9u3bDBw4UInWajeTJk1iw4YNjBw5UmWf56Por16ZB+Ht7c3OnTt59dVXsbOz69NyVJlMpuj4+t133/XZuppMTk6OUhO1dXR0FOGnB9HR0aEQOC0tLfcIGEEQFOJGLBajq6urEC9GRkZPlYzs6urKwYMHVX7tu3z5Mq+99hpffPHFIwdJxsXFYWFhoRh4XFhYSGdnJ2KxmAEDBvDtt98SGhqqqWKm5wiC0Jt/GsmuXbsEJycndZuhUi5cuCBERUUp/bjt7e1CUlKSsGHDBmHjxo1Camqq0NHRobTjnz59Wjh69KjSjtdfSE5OFrZs2SJ0dXX16bqNjY3C3r17ha+//looLS3t07XVyXfffSeYmJgIJ06c6JP12tvbhdDQUCE0NFRob2/vkzU1HblcLnz22WfC7du31W1Kn3DixAnh9OnTKjt+fHy8YGZmJvz9739/5Hb19fXCZ599JtTU1Che++GHH4SrV68Ku3fvFpKTkwUnJyfhxx9/VJmtSqBHGkXzG2L0gNmzZ1NZWampyUxKYeTIkWRnZ/dogm1PkMlknDt3jn/961/k5OQwbdo01q5dy/Dhw5X6tB4aGkpGRgYymUxpx+wPjBgxAkEQetRVVBkI/6+CadOmTQwaNIi1a9f2yxDTw1izZg2ffvopL7/8MufPn1fpWl1dXcyZM4f6+nrOnDmj8f17+oqbN29ibm7+wEZv/ZHAwECuXr2qlOnbv+Xq1atERETwu9/9jo8++uiR2546dYrAwEDFAODS0lLq6upwcHDg5s2biEQiKisrmTVrltLt7Gt0/s//+T+92b5XG/cV+vr6pKWlce7cORYsWKBuc1SCvr4+UqmU5uZmHBwcnvg4UqlU0cjKwsKCyMhIQkJCsLCwUEm/B319ferr65FKpc9LuO9CJBIxePBgDh06xIgRI1R605PJZERFRZGVlcX8+fOVMvROGwkODkZfX59169YRFhaGo6OjStZ59913OXfuHLGxsVrdJE7ZJCQkYGNjg6urq7pN6ROMjIwoKChAR0fnvtYWT0NmZiaTJk1i1apVjx39U1RURGJiIi+//LKiG/GxY8fw9/fnxo0b2NjY8MUXX+Dl5aXp/Wf+2pON+s1VbdWqVVy6dEndZqiUoKAgkpKSEHqXyI0gCOTl5bFjxw5+/PFHBg0axNtvv82MGTOwsrJSkbX/y5gxY0hOTlaad6m/YG9vj5eXF+fOnVPJ8Z91r8yD+MMf/sAHH3zA9OnTiY+PV/rxt23bxrZt2zh27JhSb2L9gdzcXEUOx7NC9zVbWVy/fp2JEyfyyiuv8I9//OOR28rlco4fP05ERITigamyspLS0lL8/Py4evUqgYGBXLp0qc8KTlRNv8kEDA8Pp7W1ldOnT2tEEzpV4OjoiI6ODkVFRT3ydnR0dJCWlkZcXBx6enqMHj0aHx8fpc8NeRwWFha4u7uTlJTEuHHj+nRtTWfSpEl88803BAQEKFVsdFcwVVVVaV23X1Xz5z//mY6ODl588UWOHj2qtO9kfHw8b7/9Ntu2bXsmRxo8iurqatrb29WSBK9Ougs6ysrKnvo3mJ6ezuTJk3n55Zf597///djtr1y5gpmZ2T3z42JiYggJCSEvLw9bW1uSkpJoa2tj8uTJT2WbptBvPDS6urosXbqU//zP/1S3KSpDJBIRFBREQkLCI7eTyWScPXuWL7/8kvz8fCIjI3n99dfx9/fvczHTzbhx44iLi6OtrU0t62sqRkZGTJ06laioKKXF2p97ZR7PX//6V/70pz8xffp0oqOjn/p4UqmUmTNn8u677z7TXYAfRk5ODhKJROvGGDwtYrGYcePGPbUXNjk5mbCwMJYsWcLGjRsfu31VVRVXrlwhMjJS8Z5XV1eTn59PYGAgCQkJBAUF8be//Y1ly5b1myrHfiNo4M649OTk5H6dgBoQEEBpaSmVlZX3/a2uro4jR46wYcMGWltbWblyJYsWLcLFxUXtFxIbGxvc3Ny48v+z995xUZ3p+/+FigiCimJHaYoRpBlQkd4sqKCiSLNrohtNTOImm0822U12k42axJhEo1hQQQSlSxFpIkWlC9KrIB2k1ynP7w9/8A0Bpc3MmXLer5evTZwz51xnM3Pmeu77fu778WNKdfAj6urqkJOTQ2xs7LjO09vbC39/f8TGxsLR0RGWlpZC86DiBl988QW++eYbbN26tb830FhgMBhYv349Vq1ahf/+978cVCg8iGK6qY+VK1fi1atXKC0tHdP7Hz9+DEtLSxw5cgRnz54d9ng2m42AgACYmZkN2DIeExMDfX191NTUoLu7GwsWLEBaWppQNXsUKkOzfPlyaGhoCG3XYOD1NNfVq1cjISGh/+9qa2vh5+eHy5cvQ1JSEseOHYO1tTVP226PBFNTUyQlJaGjo4NqKXyFmJgYrK2tkZ6ejsrKyjGdo6amBq6urpgwYQIOHz5MR2VGyMcff4zTp09j165d8PX1HdM5nJ2dwWAwcPfuXQ6rEw46OztRW1srMsXAf2XixIkwNzdHZGTkqOsfY2JisGHDBnz88cf4/vvvR/SexMRESEhI9HcEBl4PrayoqMDq1asRHx8PAwMD/POf/4SmpuaAlJSgI1SGBnhd9Hfnzh2qZXAVPT09FBYWIicnB7dv34aHhwfmzJmDjz76CBYWFuNqhsdNZGVloaGhgUePHlEthe+QlpYeU+qJEILk5GS4u7vD2NgYtra2fDvAj185evQofv/9d+zduxfffvvtqN773XffITo6Gvfv3xfaAbnjpbCwEMrKyiIdLVRXVwebzUZubu6I33P+/Hls2bIFX331Fb7++usRvacv1WRjYzMgKh8VFQVjY2PU19ejoaEBmpqauHv3Lk6ePDnqe+FnhM7Q2NraoqenB/7+/lRL4QqEELx8+RLi4uIICgrCkiVL8NFHH8HQ0JCrY+k5hbGxMbKystDU1ES1FL5jtKmn7u5u3L17F2lpaThw4ABdiDoO9u3bh/v37+P333+HnZ0dent7h31PcHAw/ve//8HX15drW8CFgb76GVFGTEwMFhYWiI6OBovFeuuxbDYbhw8fxj//+U94eXmN2HS8KdVUXFyMlpYW6OjoID4+Hvr6+ggICEBPTw9PO2fzAqEzNOLi4jh27NioV1r8DpvNRnZ2NlxdXREREdG/M2P58uUCtfKZOnUq9PT0uN7cTBAZTeqpsrISly5dgrS0NA4ePMh36UVBxNDQEOnp6cjPz4euri6qqqreeGxBQQFcXFxw5swZmJiY8FClYEEIQXl5ORQVFamWQjkqKiqYOXMm4uPj33hMS0sLjIyMEBUVhadPn2Lz5s0jPn9iYiKmTJkyINVECEFUVBTMzc3R1NSEFy9eYOXKlfjPf/6DY8eOCV3TR6EzNMDrCdx5eXlvfSAJCkwmE2lpaTh//jyePn0KMzMzHDlyBHp6etDQ0OBKLw1us3btWhQXF6O2tpZqKXyHtLQ0Nm7cCD8/vyF3hBFCkJiYCE9PT6xbtw7W1tYCZWj5nYULFyItLQ3KysrQ0dHBkydPBh3T1dWFDRs2YOfOnTh69CgFKgWHtrY2EEJEpjvw2xATE8PmzZuRlJSEmpqaQa9nZ2dDQ0MD4uLiyMzMHFVUq6qqCo8fP8aWLVsGpJpycnIAAGpqakhISMCqVatQV1eH/Px8HDlyZPw3xWcIpaFZuHAhLCws8Omnn1ItZcz09vbi8ePH+PXXX5GbmwsbGxvs379/wNZHQW1YJyEhAUNDQ0RHR1MthS9RV1eHgoICQkJCBhQRdnZ24vbt28jJycHhw4c5OuSP5v8xefJkBAQE4MiRI7C0tBw0JdvFxQWysrK4dOkSRQoFh76BulTvsuQXpk2bBisrKwQGBg5IPfn6+mLt2rWwtbVFdHQ0pKWlR3zO7u5u+Pj4wNraekCqicViITo6GhYWFmhtbUVeXh5WrVqFkydPwtLSEgsWLODovfEDQmloAOCTTz5BeHg42Gw21VJGRWdnJx4+fIhz586hsrISjo6OcHZ2hoKCwqCHwp8b1gkaurq6qK2txYsXL6iWwpds3LgRNTU1/bOeysrKcOnSJcyePRv79++np5fzgG+++QY3btzAp59+imPHjoHNZuPSpUuIjo5GQECASI6PGC1VVVUi10xvOLS0tCAjI9OfevrXv/6FvXv34qeffsJvv/02qs8VIQTBwcFQVlaGurr6gNfS09Mxffp0qKioIDExETo6OpCQkMCDBw/wySefcPSe+AWh/UaamZlh6tSpuHDhAtVSRkRrayvCw8Px22+/obW1FQcOHMCOHTuGfRgYGhri6dOnYDAYPFLKGSZNmgQrKyuEhYUJnOnkBeLi4tixYwciIiIQGhoKX19fbN68GVZWVpQ1RxRF7OzskJiYiHv37mHNmjU4efIkrly5QhcBj5Dq6mqhjASMh77U0+PHj2FtbY2LFy8iMjIShw4dGvW50tLS0NDQgPXr1w/4+76F8bp169DZ2YnMzEzo6+vj/PnzkJaWhqmpKYfuhr8QWkMjJiaGkydP4tdff6VayltpbGxEUFAQLl68COD1FlIbG5sRF3nOmTMH8vLyAhmlUVNTg5SUFJKTk6mWwpdISkpCSkoKGRkZ2L9/P5YuXUq1JJFEXV0dKSkpyM7OxsSJE6GgoEC1JIGAEEJHaN5AVVUVrl+/jqKiIiQmJmLNmjWjPkdtbS2io6OxY8eOQcW90dHRUFNTw7x58xAfHw91dXXIyMjg119/xcmTJ4U2BSi0hgYA9u7di4qKCqSlpVEtZRANDQ3w8/PDtWvXMG3aNBw7dgzr16/HtGnTRn0uMzMzJCQkCFwtjZiYGDZu3IhHjx4JdXfnsVBUVARXV1esWLECqqqqAxop0vCeTz75BEpKSti7dy9MTEzw8ccfD7v9VtShC4IHw2az8e9//xu6urrQ19fHuXPnEB8fP+rPUm9vL3x8fGBlZTVowHBVVRXy8/Nhbm6OlpYWZGRkwMTEBCkpKXj58iX27t3LyVviK4Ta0MyYMQP79+/H3/72N6ql9NPY2Ag/Pz+4ublh9uzZ+PDDD2FqagopKakxn3POnDlYunQpEhMTOaiUN8yePRtaWlqIjIykWgpfwGKxEBkZiaCgINjZ2cHU1BRbtmxBWVkZMjMzqZYnkri7uyMoKAhBQUE4d+4cYmJiEBwcjOXLlwtkZJRX0AXBA8nLy8O7776La9euITAwEG5ubv2TsO/fvz/i8xBCEBoaioULF0JbW3vI18zNzTFlyhTExsZi5cqVkJGRwQcffICDBw8KtcEUakMDAP/4xz/w7NkzFBcXU6qjsbER/v7+uHbtGuTk5PDhhx/CyMiIY83w+hy4IEY6TExMUFJSgoqKCqqlUEpzczOuX7+O2tpavP/++/29OyQkJGBvb4/w8HChaEUgSJSUlODYsWP4/fff+yfcr1q1Cjk5ObC2tqajNW+BTje95s9RGW1tbRQUFPRPt54wYQK2b9+OsrKyEZvjJ0+eoKamBtbW1oNeS09Ph5iYGLS1tVFfX4/8/HwYGBigsLAQmZmZ+Pzzzzl6b/yG2ChnS4xuEAWf4OzsjNraWkqiAK9evcKjR49QWFiIVatWYfXq1VxrkR4eHg4mk4lNmzZx5fzcJCsrC4mJiTh8+LBI7h7Jy8tDcHAw9PX1sXbt2iFXtbm5ubh//z4OHToEGRkZClSKFiwWC9ra2tDW1oa7u/uQxyQlJcHZ2RliYmLw9PSErq4uj1XyL56entDR0RHp9gJ5eXlwdHREY2Mj3Nzc+o3MX+l7fdu2bVBRUXnj+YqKihAYGIiDBw8O2unY1dWF8+fPw9nZGfPnz4e3tzfk5eVhYGAACwsLzJ8/Hx4eHhy9Px4yojCfSPxyfPXVV0hMTBxyQjW3ePXqFQIDA3H16lXIysri+PHjMDEx4eq8FyMjI2RnZ+PVq1dcuwa3WLFiBSQkJEQuhM9msxEeHo7w8HA4ODjAwMDgjSH65cuXY+XKlfD29h7VvCeasfG3v/0Nvb29uHr16huPoaM1QyPqBcFvi8oMxaxZs7Bz5074+fmhrKxsyGMaGxsREBCAnTt3Dtm2ITo6GsuXL8f8+fPx8uVLVFZWYtWqVaipqcHjx4/x1Vdfcer2+BaRMDTvvPMOzMzM8P7773P9Wk1NTQgMDMSVK1cwffp0nhiZPqSkpLB69WrExMRw/Vqcpq/tf2xsrMhM4+7q6sKtW7dQX1+P9957D/Ly8sO+x9jYGNOnT0dwcPCoJ/fSjJyQkBB4enoiICBg2GGf4uLi+OWXX+jamj/R3t4ONpst1PUab2KoWpmRPP8VFBRgZ2eHu3fvDkq/d3d34/bt2zAzM8PixYsHvbe6uhq5ubkwNzfvH3dgYmICcXFxHDlyBObm5li2bBnH7pFfEQlDA7xukhUREcG1GpM+I3P58mVMmzYNx48fh6mpKc8n8Orr66OsrGzI1tr8zpw5c6ClpYWwsDCqpXCd+vp6XLlyBXPnzoWTkxMkJSVH9D4xMTHY2tqipqZmyLb8NOOnvb0dhw4dwtdffz2qdElftGbTpk0wMTGBk5OTQH4POUFzczNmzpwpUgXBTU1NeP/990cclRkKZWVlbNu2DV5eXv2RGjabDV9fXygrKw+Y09QHi8VCUFAQLC0tISkpieLiYrS1tUFHRwetra2IjIzEN998w4lb5HtExtD0fciOHz/O0fM2NzcjKChogJExMzMb8Q8Up5k8eXL/cDNBxMzMDDU1Nf0zSISRgoICXL9+HUZGRli3bt2oa4YmT54MBwcHJCYmoqioiEsqRZfDhw9j0aJFYxqdIi4ujrNnz+Lp06eoq6vDkiVLcOzYMbS2tnJBKf/S1tYmMnVe3d3d+OKLL6CoqIisrCxERUWNOCozFEuWLMGOHTtw9+5dFBUVITIyEiwWa1DzvD7i4+MhLS0NLS2tAcMoJ0yYgA8//BA6OjpDGiGhhBAymj8CTVRUFJk+fTrp6ekZ97mamppIUFAQOXXqFImKiiKdnZ0cUMgZmEwmOXfuHCkuLqZaypgoLy8nP/74I2lvb6daCkdhs9kkLi6O/PTTT6SiomLc53vx4gU5ffo0efnyJQfU0RBCyL1794i0tDTHvjtxcXFET0+PzJgxg3z11VccefYIAk+ePCHBwcFUy+AqTCaTnDlzhsyePZusWLGChIaGcvT8L168IN9//z05ffr0G5+F1dXV5PTp06SlpYUQQsizZ8+Iq6srYbPZpKenh0ybNo1ER0dzVBdFjMijiEyEBni9+l+0aBG++OKLMZ+jpaUF9+7dg6urK6SkpHDs2DGYm5tTFpEZiokTJ2LdunUICwsTyALFRYsWQUNDQ6hSTwwGA/7+/sjJycGhQ4dGVC8zHIsXL8aWLVvg5eWFxsZGDqgUbdrb23H48GF8/fXX/Vu0x4uhoSGSkpJw48YN3LlzBwoKCvjtt9+EftxHe3u70EZo2Gw2rl+/DmVlZfz+++/46aefkJWVhY0bN3L0Oq2trZg8eTIkJSURFRU1aCMAi8VCYGAgLC0tMW3aNPT09CAyMhIbNmyAmJgY/vGPf0BBQUFoxxwMyUidDxGCCA0hhPj7+xM5OTnCYrFG9b7m5mZy7949curUKRIREUE6Ojq4pJAzsNls4uHhQRISEqiWMiZ6e3vJb7/9RrKzs6mWMm5aWlqIq6sr8fX1Jb29vRw/f2pqKvnll19Ia2srx88tSjg4OBA9Pb1RPxtGCovFIlevXiXy8vJESUmJ3L59myvX4Qf8/f1Jamoq1TI4TnBwMFFTUyNz5swhP//8M9c+K0VFReTMmTOkpqaGdHd3Ey8vL3L16lXS1tbWf8zDhw+Jh4cHYbPZhBBC7t+/TwICAgghrz9rs2bN6v93IWBEHkXkDA2LxSJKSkrk3//+94iO7+joIPfv3yenTp0iDx48EKg0SENDAzl16lR/OFLQEIbUU0VFBfnpp59IXFxc/4OHG8TGxpI//viDdHV1ce0awgynU01vg8lkkh9++IHMmjWLaGpqkrCwMK5fk9e4u7uTgoICqmVwjLi4OLJmzRoyffp08uWXX3I1dVhZWUlOnz5NysrK+v+OzWaT6OhocvbsWVJeXj4o1VRbWzsgNfXvf/+bKCkpcc1wUQBtaN6En58fmTlzJmEwGG88pqenh8TGxpJTp06R4OBggV39RkZGEh8fH6pljJnw8HBy9+5dqmWMifT0dHL69GmSn5/P9Wux2WwSEhJCrl+//tbPNc1g2trayLx588jp06d5et3Ozk5y8uRJMmPGDKKiokK+++67AStwQebChQukurqaahnjoqenh5w9e5aoqakRaWlpcuTIEdLc3MzVazY0NJAff/yR5ObmDvl6bm4u+fHHH8np06dJcnIyIeT1d//69evkyZMnhBBCGAwGkZWVJf7+/lzVymPoGpo3sXXrVixcuBAfffTRoNdYLBaSk5Px22+/oa6uDocOHcKmTZsENh9sZGSEiooKlJaWUi1lTAjirqe+ZnmPHj3Cvn37oKqqyvVriomJYcOGDZCSkoKfn5/Q12hwkvHsahoPkpKSOHPmDGpra/Hxxx/Dy8sL8+bNg4ODAzIyMniqhdO0tbVBWlqaahljoqCgAAcOHMCcOXPwxx9/YN++fairq8Mff/zB1b46bW1tuHXrFkxNTfHOO+8Mecw777wDTU1NTJgwAU+ePMHLly+RnZ2Nrq4u6OnpAQA+/PBDLFq0CLa2tlzTyreM1PkQIYrQEEJITEwMkZGR6V8RsdlskpmZSc6dO0fc3d1JVVUVxQo5R05ODjl//jxhMplUSxkTFRUV5MyZM1xfHXGCrq4u4u7uTm7evEnJzjcGg0Fu3rxJ/Pz8hCnczDV4mWoaCU+fPiXbt28nUlJSRFtbm7i6unKl7oqbMBgM8u2333I1xcppWCwWuX37NlmzZg2RlJQk1tbWJCYmhmfXb2trI7///jt59OjRW48rLy8nZ86cIS0tLSQ7O5ucOXOGfPfdd/2f37a2NiIjI0MePnzIC9m8ZEQeRSRmOb0JExMTzJ07F99//z2ioqIwceJEWFhYQElJiWppHIUQglu3bkFFRQX6+vpUyxkT8fHxKCgowL59+/h21lNDQwO8vLywZMmSMfWX4RQMBgOenp6YPn06bG1tRaq52Wjo7u6GsrIyPvroI74b2tfS0oKzZ8/Czc0NHR0dsLe3xz/+8Y8hu8TyG83Nzbh27Ro++eQTqqUMS21tLU6fPg1PT08AwJ49e3Dy5EnMnj2bZxo6Ojpw48YNqKmpvXVHUldXFy5duoSNGzf2d/0NCQlBUVER2Gw2TExM8L///Q/19fV4+PAhb8TzSrHBdgAAIABJREFUjpE9xEbqfIiQRWgIISQtLY0oKCiQ06dPk+zsbIFaUYyWvgJhQa0FYrPZxN3dnURFRVEtZUgKCgrImTNnSFpaGtVSCCGv8/9ubm4kICBAqD/X4+H48eNEQ0OD7yNZwcHBxNzcnEyZMoUYGRmRs2fPkvr6eqplvZGKigri6upKtYw30tLSQi5evEgsLCzIlClTiL6+PvH29qbkc9DR0UEuXLhAoqKi3vo9ZbPZxMvLa0ABeV1dHTl9+jRpa2sjFRUV5Pz580RZWZmkp6fzQjqvoWtohqOvg2J4eDjU1NSEeiU7a9YsrFy5Eg8ePKBaypgQExPDtm3bkJGRgZKSEqrl9EMIQWJiIoKCgmBvbw8dHR2qJQF43U3YyckJTU1NCAoKomtq/kJBQQGuXr2Ky5cv823Er49NmzYhKioKBQUFWL16Na5duwZ5eXloaWnh888/R25uLtUSB8CPXYJLSkrwr3/9C3p6epgzZw7Onj2L5cuXIzMzE4mJibC3t+f556AvMrN06VKYmZm99fcnKSkJLS0tsLS0BPD6uRMWFgYjIyNIS0tDXl4evr6+0NHRgba2Nq9uge8Q6ZQT8Hocu6amJtLT04V+eFdvby8uXryI9evXC+y9lpaWws/PD++//z7lRYdMJhP37t1DXV0dHBwc+HIQX29vL27fvo1p06bB1taW73+8eYWxsTEWLlyI27dvUy1lTNTX18PDwwOBgYFITk7GrFmzYG5uDkdHR1hZWVH63/nZs2coKSnBtm3bKNPAZrMRHx+PW7duITIyElVVVdDR0cGWLVuwZ88eLFy4kDJtwOvGgzdv3uwfnPw2M1NdXQ0PDw8cPHgQM2fOBACkpqYiLS0NBw8exIQJE5Cbm4uVK1fi+fPnUFFR4dVt8JIRRRtE3tAAwHvvvYeMjAwkJSVRLYXrvHjxAr6+vjh69ChfdTceDTExMXj58iVcXFwoi6q1tbXB29sbM2bMgK2tLcTFxSnRMRIYDAa8vLwgJSWFrVu3YuLEiVRLohQvLy8cPXoUJSUlkJWVpVrOuOnt7UVAQADu3r2L2NhYMBgMrF27Ftu2bYOdnR3P7zE9PR3l5eU832XT3t6OwMBA+Pj4IC4uDmw2G0ZGRtixYwd27NjBN8+71tZWuLu7Y8WKFTAxMXnrsT09PXB1dYWZmRlWrFgB4HWN0uXLl7F3717MmTMHAKCnp4eVK1fi0qVLXNdPEbShGSk1NTVQVlZGREQEDAwMqJbDdcLCwtDd3U3pCmo8sNls3Lx5EyoqKjAyMuL59RsaGnDr1i1oa2vD2NhYIFKVDAYDvr6+YDKZsLe3x+TJk6mWRAnd3d1QUVHByZMn8fHHH1Mthys8efIE7u7uiIyMRGlpKeTk5LBs2TLo6OjAwMAA5ubmXDU5qampqKyshI2NDdeu0d7ejocPHyIuLg5paWnIy8tDbW0t5OXlYW5uDmdnZ5iYmPBdRLK+vh63bt2Cnp7esL81hBD4+flh8uTJ2LJlS//feXh4QFFRsf/Zl5CQgHXr1qG4uBjz5s3j+j1QBG1oRsMXX3yBwMBAgep3MlaEIfXU2toKV1dX7Ny5EwoKCjy7bmVlJby8vGBubs439TIjhc1mIzg4GLW1tXBycsLUqVOplsRzTpw4gcjISGRmZvLdjx036OrqQlxcHOLi4pCamoqcnBxUVVVx1eQkJyejrq4OmzZt4sj5/mxeUlNTkZ+fj9raWsybNw/Lli3DypUrYWRkBFNTU8rT0G+joqIC3t7esLKygpaW1rDHp6Wl4enTpzh06FB/BPivqSYAUFNTw9atW/H9999zVT/F0IZmNLS0tEBBQQG//vor9uzZQ7UcriMMqaeioiIEBgbi0KFDPKlfKSoqgr+/P2xtbXnSLI8bEEIQExOD7OxsuLi4CEXKZaQUFxdDS0sLERERAtu+gBO8yeTMmjULCxYswJw5czBv3jwsXLgQixYtgoKCAlRUVKCoqDii1OrTp0/x6tWrEQ1rZLFYePHiBUpKSlBaWoqKigpUVVWhuroa9fX1qK6uFkjz8lcKCgoQGBiIrVu3YunSpcMeX1FRAS8vL+zfvx9ycnIAhk413bhxAx999BFevHjBlzV8HIQ2NKPFzc0Nn332GaqrqzFp0iSq5XAdQU89AUBiYiKysrJw4MABrtaxPHv2DBEREdi1axcWLVrEtevwiqdPnyIhIQFOTk7CHKYegKmpKebOnQtvb2+qpfAdXV1dSEhIQF5eXr+pqKmpQX19PV69eoWmpiZ0dnZCWloaM2bMwKxZszB79mzIyMhg0qRJmDRpEsTFxTFp0iS0t7eDwWBAVlYWTCYTTCYTDAYDTCYTHR0dqK+vR0NDA5qbm9He3o4pU6ZgxowZmDlzJmbPno158+ZhwYIFWLRoEZYuXdq/k0dQycjIQGRkJBwcHCAvLz/s8a2trbhy5Qo2b97cv3AaKtXEZDIxf/58nDlzBvv27ePmLfADtKEZLWw2G++++y40NTVx48YNquVwHWFIPRFCEBgYCCaTCTs7O67UsyQmJiIpKQnOzs48bbjFbbKzsxEaGoqdO3dCUVGRajlcxdfXF4cOHUJxcXH/ThGa0dHd3Y2ysjIUFxejvLwc5eXlaGtrG2BYmEwmmpqawGKxICcn1292+v5IS0v3R32UlJSgoqIisBHi4SCEICEhASkpKXBxcemPtLwNBoMBNzc3qKurD6ixGSrVtGfPHmRlZSE1NVUU0qe0oRkL6enpMDQ0RGZmprBufxuAMKSemEwmrl+/DlVVVRgbG3PsvIQQREREoKioCM7OzkIZ0i0pKYGvry8sLS0FriZopDAYDCgpKeHEiRM4efIk1XKEntGknIQVJpOJ0NBQVFZWwtnZGdOmTRv2PX1FwH09t/oWZ0OlmoqLi6GpqYmEhARR6TszIkMj9LZutOjo6MDZ2Rl2dnZUS+EJCgoKWL58OcLCwjBKc8s3TJo0Cbt27UJqairy8vI4ck4Wi4WAgAC8fPkS+/fvF0ozAwDKysrYv38/4uPjcf/+faFswPe///0PUlJSAtGKXxiYMGGCUH6ORkpHRwdu3ryJrq4uHDhwYERmBni9W+nVq1fYsmVLv5khhODevXtYs2ZNv5kBADs7O7i4uIiKmRkxtKEZglOnTqG0tBQeHh5US+EJlpaWqKmpwbNnz6iWMmZkZGRgb2+Pe/fuoba2dlzn6u3thZeXF7q7u7F7926BjVyNFDk5ORw6dKh/O3pXVxfVkjhGe3s7fvnlF5w6dUoUwvJ8gSgbmurqaly+fBlKSkqwt7eHhITEiN6Xn5+PpKQk7Nq1a0AtYEJCAphM5oD0k4eHB0pLS/HDDz9wXL+gQ3/Dh0BWVhY///wzPvnkEzCZTKrlcB1xcXHs2LEDERERqK+vp1rOmFm4cCHWr18PLy8vdHZ2jukcnZ2duHnzJqSlpQc9XIQZSUlJODk5Yc6cObhy5YpAfw7+zJdffgllZWWBLnwXNETV0GRnZ8PDwwNWVlbDdv/9M3V1df2jU/4czamoqMCTJ09gZ2fXb8aZTCY++eQTnD17VqR2KI4U2tC8gf3792PevHl47733qJbCE+bMmQMLCwv4+PiAwWBQLWfMaGpqQk1NDd7e3qO+j74pwUpKSrCxsRG5Ff2ECROwfv16GBoa4vr16ygoKKBa0riora3FtWvX8NNPP1EtRaQQNUPT1wohIiICLi4uUFdXH/F729vb4eXlBSsrqwE7oLq6uuDr64stW7YMMDmHDx/GggULRGFX05igi4LfQmpqKoyNjfH8+XMoKSlRLYfr9BWlSUhIYPPmzVTLGTOEEPj6+oLFYmHnzp0jMia1tbXw9PTE2rVrsXr1ah6o5G8qKipw9+5d6Ojo8GXH1ZGwe/duVFZWIjo6mmopIkVOTg6ysrKwa9cuqqVwnY6ODgQEBKCnpwf29vaj2l7e09OD69ev45133hkwAoEQAm9vb8jKymL9+vX9f99XCBwXF4eVK1dy9D4EALooeLy8++67cHR0FJkCYTExMWzevBmlpaV4/vw51XLGjJiYGLZu3Yre3l6EhIQMW+z84sULuLu7w8rKijYz/z+LFi3Ce++9h4qKCty8eROtra1USxoVJSUl8PPzwy+//EK1FJFDRkYGbW1tVMvgOmVlZXB1dcWcOXOwd+/eUZkZJpMJLy8vyMvLD9qZmZSUhLa2tv7J2n3s2LEDTk5OomhmRgxtaIbh9OnTKC4uFom+NAAgISGBHTt2ICwsDK9evaJazpiZNGkS7O3tUV1djYcPH77xuLy8PNy5cwfbt2/vH/5G8xppaWm4uLhAWVkZrq6uApWC+uijj7Bu3TpoampSLUXkkJaWFmpDw2azERsb258SsrKyGtXAVzabDX9/f0hKSmLjxo0Dam2qqqrw6NEj2NnZDTinm5sbSkpKcOrUKY7ei7BBG5phmDlzJi5evIgTJ06gubmZajk8Yf78+TA2NoaPj49AF0VLSEjA2dkZz58/R3Jy8qDXU1NTERIS0v+jTTOYCRMmwNjYGPb29ggJCcGDBw/AYrGolvVWUlNTER0djXPnzlEtRSSRkZFBe3u7wLaBeBttbW1wd3dHWVkZ3nvvPSxZsmRU7yeE4P79++js7MT27dsHpHJ7enrg4+MDa2vrAc0fm5ub8fHHH8PV1ZVuCjkMtKEZAQ4ODli7dq1A15WMllWrVmHatGmIjIykWsq4mDp1KlxcXBAXF9c/eJQQgtjYWCQkJGD//v2YP38+xSr5n8WLF+P9999HY2Mj3Nzc0NTURLWkN/Lxxx/DwcEBixcvplqKSDJp0iRMnjxZqLb/A69nubm6ukJRURG7d++GjIzMqM8RFxeH8vJy7Nq1a8B4HUIIgoODoaysPKioePPmzTA0NIS9vf2470HYoQ3NCBATE8O1a9eQlZUlMqknMTEx2NraIi8vT+AnkMvKysLR0REhISEoKSlBaGgo8vLycODAAXrFMwqkpKTg4OCAFStW4MqVK0hJSeG7VXhkZCQyMjJw5swZqqWINMJUR9PT04Pg4GDcu3cPdnZ2Yy6ST0tLQ3p6OpydnTFlypQBr/VNKP9zETDwOtWUlZWFq1evcmWsi7BB73IaBbdv38bf/vY3lJaWYsaMGVTL4QnV1dXw8PDA7t27BX6IYXFxMW7fvo25c+diz549I256RTOY+vp6BAYGYvLkybCxseGb78PKlSthZmZGb9WmGHd3d+jr6486JcNvlJaWIigoCIqKili/fv0gIzJScnNzERoain379mHWrFmDruHr6ztogdXc3AxFRUVcunRJJHaMDQM9y4nTEEKwefNmtLS0ID4+nmo5PCM7OxsRERE4fPgwpk6dSrWcMcFiseDr64vm5ma0tLQIhUGjGjabjcTERDx+/BhmZmZ49913KV1FxsTEYOvWraisrBTo6czCgL+/PxQVFQV2PlhPTw8iIiJQWFiILVu2jMuY5eXlITg4GM7OzoPS201NTbh69Srs7OwGtQYxNDTEjBkzcO/ePTo6Q2/b5jyimHoCAHV1dWhqauLOnTt8XxA6FCwWC3fv3gWbzcaBAwewadMmeHh4jHtEgqgzYcIEGBoaYt++fcjIyIC7uzulhfNff/01XFxcaDPDB0hLS6O9vZ1qGWOitLQUFy9eBIvFwtGjR8dlZgoKCnDv3j04OTkNMjM9PT24ffs2jI2NB5kZOtU0NugIzRgQxdRTX7MnKSmpAcPT+B0mk4m7d+9iwoQJ2LFjR/9WyOfPnyM8PBy7d+8eMPSNZmz8OVpjbGwMPT09njbjS01NhYmJCcrKyiAnJ8ez69IMzZMnT/Dq1StYW1tTLWXEdHZ2IioqCkVFReOOygCvi4j9/f3h6Og4oAsw8P+ep1OnTsXmzZsHPE/pVNOQ0CknbiGqqaeenh5cvXoVurq6WLVqFdVyhoXJZMLb2xuTJ0/G9u3bB/WKyMrKwoMHD2hTw0EaGhoQGhqKjo4OWFtbQ0FBgSfX3bhxI+Tk5ODu7s6T69G8nezsbGRnZwvEzhw2m420tDQ8fPgQ6urqMDMzG3OtTB+FhYUICAiAg4MDFi1aNOj16OhovHjxAnv27Bn0XDI0NISsrCyCgoIEZuHIA0b0f8Sk4Q+h+St9qSdVVVXcuHEDe/fupVoST5CQkICjoyOuXr2K2bNn8/U4CAaDAS8vL0hJSWHbtm1DRgs0NDQgJiYGd3d3ODs70zU1HEBOTg67d+9GTk4O/Pz8oKCgACsrqzFtcR0phYWFiI2NFfjdeMKEoOxyevnyJUJDQzFp0iS4uLhw5BlQUFCAwMDAN5qZ58+fIzMzE4cPHx5kZvpSTQUFBbSZGQN0hGYc3L59G0ePHkVBQYFIrfDfVJXPLzAYDNy+fRvS0tLYunXrsKmP7OxshIWFDVm0RzN2ent78ejRI6SlpcHIyAirVq0aVUfVkWJvb4+enh4EBgZy/Nw0Y6OlpQWXL1/GyZMnqZYyJB0dHYiKikJhYSEsLS2hqanJEQPRVwDs6OiIhQsXDnr9bbtG6+rqoKqqSqeahoZOOXEbQggcHR3x/PlzgZ59NBaSk5ORnJyMAwcOjDs8y0l6e3vh6emJGTNmjGpidm5uLkJCQrBr164hV1U0Y6ehoQFhYWFoa2vDunXroKKiwrHVZ1VVFZYuXYqnT5/Soyv4CEIIzpw5g6NHj3I1OjdaWCwWUlJS8OjRI2hoaMDU1JRjz6/nz5/j/v37cHJywoIFCwa93tbWhqtXr2LdunVQU1Mb9Hrf5ovbt29zRI+QQRsaXtDe3g41NTVs3rwZFy5coFoOz+hr4V1bWwsXF5cBXS+poqenB56enpg1a9aYCpf78t62trZQVVXlkkrRhBCCvLw8REVFQUZGBhYWFoMKJcfCoUOHUFJSQk/U5kM8PDygp6eHZcuWUS0FhBBkZWUhJiYGcnJysLS0xNy5czl2/qdPnyIxMRFOTk5Dnre7uxvXr1+Huro6jIyMBr1+9OhRhISEICcnh96lNzS0oeEVGRkZMDAwQEBAAKysrKiWwzMIIfD19QWLxcLOnTt5uqvlr/T29uLWrVuQk5MbtGtgNLx8+RJeXl6wtLSEtrY2h1XSsNlspKenIzY2FvLy8jA3Nx/zrqSWlhbIy8vj/v37MDAw4LBSmvESFRWFiRMnwtTUlDINhBAUFRUhKioKkyZNgqWlJRQVFTl6/ujoaOTm5sLFxWXIXa9MJhMeHh6YO3cuNmzYMOjZFB4eju3btyMxMRFaWloc0yZk0IaGl/z+++/4+uuvUVJSIjJbuYHXX1ZPT0/MnDkTmzZtoqSQrS/NNHPmTI5sKW9oaICHhwd0dXVhYGBAF+dxAQaDgaSkJCQmJmLZsmUwNTXFtGnTRnWOTz75BPHx8UhKSuKSSprxkJOTg4yMDDg5OVFy/YqKCkRGRqKzsxMWFhZYtmwZR7/LbDYb9+7dQ319PRwdHYdsOspms+Hj44MJEybAzs5u0PWbm5uhoqKCb7/9Fh988AHHtAkhtKHhJYQQ2NjYoKqqCqmpqVTL4Sk9PT24ceMGVFVVeb4a6ysAnjZtGmxtbTn2wGptbcWtW7egpKSE9evX06aGS3R1dSEhIQFpaWnQ0NDA2rVrMX369GHfx2AwMHfuXNy8eVOkhsYKEs3Nzbh69So+/fRTnl63oqIC8fHxqKmpgampKbS0tDgePWYwGPDx8QGLxYK9vT0mT5486BhCCEJCQvDq1Ss4OTkNmZZfuXIl5OXlERgYSD9j3g7dKZiX9G3/raysxOeff061HJ4iISEBJycnZGZmIiUlhWfXZTKZ8PLygrS0NGxsbDj6QJg2bRr27duH6upq+Pn5CWSHZEFAUlISlpaWOHr0KCZOnIhLly4hMDAQDQ0Nb33flStXICsrS5sZPmb69OlgsVg82b7dl1q6fv06/Pz8sGTJEhw/fhw6OjocNzNdXV1wd3fHlClT4OjoOKSZAYDY2FhUVVUNmqzdx2effYbq6mrcvHmTNjMcgo7QcJinT5/C3Nwc4eHhMDQ0pFoOT3n16hWuX7+ODRs2DFnFz0n6muZNmTLljX1mOAGDwYCvry8YDAbs7e3pgZZcpqurC0lJSUhOTsbixYthaGg45I4RTU1N7Nq1C19++SUFKmlGCrcLg9lsNnJzcxEfHw82mw0DAwOsWLGCa8+DlpYW3Lp1C0uWLIGVldUbjUhKSgoSExNx4MCBIYt84+PjsX79esTExAhEk1I+gE45UcXp06fx448/oqysDFJSUlTL4Sl9fRZ27tzJ0eK7P8NkMnHnzh2Ii4vDzs6O68XIbDYbISEhePnyJRwcHCArK8vV69G8rotKT09HYmIi5OTksHbtWigrK0NMTAwpKSkwNTVFTU0NvSOEz+FWYTCDwUBWVhYSEhIgJSUFQ0NDqKqqcjXS8fLlS9y5cwdr1qzB2rVr33hcbm4uwsLCsG/fviH7dHV2dkJRURF///vf8fe//51reoUM2tBQBZvNhpWVFbq7u5GQkEC1HJ7T13iPG43q+gZNiomJDZjNxG0IIUhKSkJcXBx27NjBNbNGMxAWi4WsrCw8efIETCYTurq6OH36NMTFxeHt7U21PJphyMnJwbNnz+Do6MiR8zU2NiIlJQXPnj2DvLw81q5dCwUFBa6nbJ49e4YHDx7AxsbmrdGm0tJS+Pj4wMXF5Y3PPgMDA0hKSuLBgweU7gwVMGhDQyUNDQ1Yvnw5Dhw4gFOnTlEth+f0NarbvXs3x/o9sFis/m3i9vb2PDMzf6akpAR+fn4wMTGBnp4ez68vqhBCUFFRgbi4OLz33ns4deoUtm/fPmQ6ioZ/4ERhMJvNRkFBAZKTk1FTUwMdHR28++67PImUstlsREZGIi8vD46Ojpg9e/Ybj33x4gXu3Lnz1uj0Z599Bjc3N+Tm5tJDVEcHPcuJSuTk5BAWFtb/w7djxw6qJfGU5cuXg8Vi9bf5Hu9oCDabDX9/fzCZTMrMDAAoKyvjwIED8PLyQm1tLTZu3EiZFlFCTEwMixcvRnFxMZYuXQotLS3cuXMH0tLS0NXVhZqa2huLM2mo48+FwaPtGNza2oqMjAykpqZi+vTp0NXVhaOjI8+aeHZ3d/cvoA4fPgxJSck3HltRUYE7d+7Azs7ujWbmzp07OH/+PB49ekSbGS5BR2i4jKenJ95//32kpKTwRcdMXpOVlYWIiAjs2bNnzF/ikWx/5DU9PT3w8/NDT08Pdu7cOWQPChrOo6SkhC+++ALvvfce2Gw2CgsLkZqaivLycqiqqkJTUxPKysp0KJ+PuH37NlasWAENDY1hj+3u7kZubi4yMzNRU1MDNTU16Onp8XxwbENDA7y8vKCiooL169e/9fP08uVL3L59G9u2bcOSJUuGPCY3NxerVq2Cq6srx9JvIgadcuIXPvvsM9y8eRMlJSUiVyQMvM4/R0VFjdnUPHz4EPn5+di3bx9f7TJis9mIiYnB8+fP4eDgwNFW6jSDCQkJwZ49e1BTUwNxcfEBr3V0dCA7OxuZmZlobm7un4uzYMECekssxaSmpqKsrAx2dnZDvs5isVBYWIisrCwUFxdDSUkJGhoaUFVVpWTxUlRUhICAAJibm2PlypVvPbayshKenp7YunUrli5dOuQx7e3tWLJkCfbu3SuS5QccgjY0/AKbzcaGDRtQV1eHjIwMquVQQkZGBqKjo7F79+635qH/ynDbH/mBrKws3L9/H1ZWVvS4BC5iaWmJpUuX4o8//njrcY2NjcjKykJWVhYAYMWKFVi2bBnmz59PmxsKaGtrw4ULF3Dy5Mn+9CyTyURpaSny8vKQm5uL2bNnQ1NTE2pqam9N7XATNpuNR48eITU1FTt37sTixYvfenxFRQW8vLyGLRTW1tbG3LlzERYWRkcOxw5taPiJ1tZWaGlpQV9fH56enlTLoYTMzExERESMuKYmNzcXoaGh2L9//5DbH/mJuro6+Pj4YP78+di0aRNdz8FhKisrsWTJEuTm5o54hxkhBJWVlcjJyUFBQQF6e3uhqqqKZcuWQUlJiS9Sl6LC5cuXYWhoiJ6eHhQUFKCkpARz586Fqqoq1NXVKR8X09bWBj8/P4iJiWHbtm3D1vuUl5fD29v7rZEZAHBycsLTp0+Rnp4+6tEeNAOgDQ2/UVxcDB0dHXz77bc4ceIE1XIo4fnz5wgPD4ezs/Nb8+JlZWW4e/fuW7c/8hu9vb0ICwtDRUUFduzYwfO8vzBz4sSJ/qGWY6WhoQEFBQXIz89HbW0tlJSUoKqqiiVLloy6YJVmeAghqK+vR2FhIZKSktDR0QFVVVWoqqpi6dKlfFN3VlRUhMDAQOjq6sLIyGjYKErfbqbt27dDRUXljcf9/PPP+Oabb5CWlvbW42hGBG1o+JGoqCjY2NggLCwMxsbGVMuhhOzsbISFhcHBwQHy8vKDXq+pqYG7uzt27NgBJSUlChSOj8zMTISHh8PU1BS6urp0moMDKCgo4L///S92797NkfN1dnaisLAQ+fn5KCsrg6SkJBQVFfv/0AZn9BBC0NDQgNLSUrx48QJlZWWQkJCAsrIy5s6di8TERHz44Yd8831gsViIjo7G8+fPsW3bthFF/oqKiuDv7w87OzsoKyu/8biHDx9i06ZNCAoKgoWFBQdViyy0oeFXzp07h2+++QY5OTkiu4ovKChAYGDgoJBtU1MT3NzcsH79eqirq1OocHw0NjbCx8cHsrKysLGxwZQpU6iWJLAkJCTA2toaDQ0Ng4qBOQEhBLW1tSgrK0NZWRlevHiBqVOn9pubhQsXYsaMGXzzQ8wvsFgs1NfXo6Kiot/AiIuLDzCGfYNGCSE4d+4cnJycxt3CgRM0NzfD19cXkpKSsLW1HVG0KDMzEw8ePIC9vf1b62uqqqqgrq6Ob775Bh9++CEnZYsytKHhVwgh2LdvH2JjY1FQUCCy9RYVFRXw9vYe5fY2AAAgAElEQVSGlZUVtLS00NHRgWvXrmHVqlVYvXo11fLGDZPJxIMHD1BYWAg7O7sho1E0w+Pi4oLu7m74+Pjw5HpsNrvf4Lx48QJVVVVgMpmYP38+5s+fjwULFmD+/PkiZXL6zEt1dTWqqqpQXV2Nuro6TJ8+HQsXLuw3MG+rhQkLC4O0tDSMjIx4qHwwubm5CA4OhoGBAfT19Uf03/Dx48d48uQJnJ2d32rIent7sXTpUpiZmcHNzU1kPh88gDY0/Exvby8sLCzQ0tKCjIwMka1+r6+vx61bt7By5Urk5+dDRUUF5ubmVMviKH1dk3V0dGBiYkIXo44CNpuN2bNnw9vbG5aWlpTpaG9v7/8h7/tR7zM5cnJymDVrVv+f6dOnC+wPGZPJRFNTExobG9HQ0IDGxkbU19f3m5c+Mzd//nzMmzdvVG0USkpKEBMTg4MHD3LxDt5MV1cX7t+/j4qKCmzfvn1ECwxCCCIjI1FQUAAXF5f+iNNQsNlsaGtrY/r06YiKihLZhSqXoA0Nv9PW1oY1a9Zg3rx5iIqKoloOZTQ1NeGPP/7AjBkzcOTIEaE0d+3t7QgJCUFjYyO2bt1Kt+wfIb6+vjh27BgqKyv57nPR3t6O6upqNDY2DvjT2dmJmTNnYtasWZg5cyamTZsGaWlpyMjIQEZGBtLS0pSYWkIIent70dbWhra2NrS3t6OtrQ0tLS392tva2jBjxowBBk1OTm7U5mUoWCwWfvzxR3zwwQc8b8GQn5+PkJAQvPPOO7C0tByR2WCxWAgKCupv6DncdnJzc3PU1tbiyZMndA0W56ENjSBQV1eHlStXwtjYWCS3cxNC4O/vj66uLnR3d0NWVha2trZCOU6AENK/y4uO1owMa2trLFq0CJcuXaJayojp7e3Fq1evBpiEPvPQ3t6O9vZ2iIuL95ubKVOmQEJCAuLi4pCQkMDkyZP7/3fy5MmYOHEixMTE+v8Arz9LfX+YTCZ6enrQ29uL3t7eQf/c1dXVf30AA4yVjIwMpk2b1m9eZGVluWocfXx8oKysPGzDOk7x56iMjY3NiLf89/b29g/B3blz57C1W46OjoiLi0NaWhpf1AgJIbShERSKi4uhq6uLQ4cO4cyZM1TL4RmEEDx48ABVVVVwcXEB8PqB1zd8UlhDtnS0ZmR0dXVBTk4Ojx8/hqamJtVyOAYhBF1dXf0Gp7u7e0gz0vfvbDa737yw2ewB5kZMTAyTJk3qNz9/NkJ9/ywpKdlvYKjutJ2ZmYnnz5/DycmJ69caS1QGeL0DztPTE7Nnz8bmzZuHXVx9+umncHNzQ0pKylt3PtGMC9rQCBLp6ekwNjbGf/7zH5HpUZOQkIBnz55h//79/eFcNpuNe/fuoa6uDo6OjnzbHXi80NGa4Tl//jx+++035OXlUS2FhkP09vbil19+wfvvv//WepTxMNaoDPA6/e3p6Ylly5bBwsJi2FqoX375BV999RXi4uLoLuHchTY0gkZ0dDS2bNkCNzc32NvbUy2Hqzx79gwxMTE4cODAoA6ahBDExsYiPT0dDg4OAtNYbyz0RWsaGhpgbW0tkH13uIW+vj7Mzc3x3XffUS2FhoOEhYVBQkKC48X/fYuEiIiIUUdlAKC0tBS+vr4wNjbGqlWrhj3e29sbBw4cQHBwMMzMzMYjnWZ4aEMjiNy5cwcHDhxAaGio0DbeKywsRGBgIPbu3fvWuU45OTkICQnBxo0bsWLFCh4q5C2EEOTl5SE8PByLFi2ClZWVyLdJr62thYKCAkpKSuiUnJBRX1+Pmzdv4sSJExyrlaurq0NoaCh6enr6665GCiEEKSkpiI2NhZ2d3YgWFQ8fPsTmzZvh5uaGnTt3jkc6zcgYkaGhY9x8hr29PWpqarBlyxYkJiYKdHO5oXj58iUCAgLg6Og47JBKNTU1zJw5E15eXqitrYW5ubnAbod9G2JiYli+fDmWLFmCuLg4XLx4EQYGBlizZo1QFkePhAsXLvRPy6YRLmbPng05OTnk5uaOe6HS3d2Nhw8fIisrC6ampnj33XdHVdTMYrEQGhqKiooKHDx4ELKyssO+Jzs7GzY2Nvjhhx9oM8Nn0BEaPuX//u//cOnSJaSnpw879VVQqK+vx40bN2Bra/vWgW5/paOjA3fu3MGUKVOwfft2ygsbuU1jYyPu37+P5uZmbNy4USQLDXV0dODg4IDPP/+caik0XCAnJwdJSUnYt2/fmN5PCEFWVhYiIiKwdOlSWFhYjHo2VN9zRVJSEtu2bRvRc6W8vBw6Ojo4cuQInQrlLXTKSZAhhODIkSPw9/dHRkaGwK9UW1tbce3aNZiamo6peO7PKykHBwe+n749XgghyM/PR3h4OBYsWID169eLTBqqqakJ8+fPR1lZmciOBhF2WCwWzp07BxcXl1Fvc66trUVoaCgYDAasra3H1IG7pqYGXl5e0NTUhJmZ2Ygivy9fvoSOjg62b9+OixcvCmW0mI+hDY2gw2azcfjwYQQHB+PZs2cC+3BnMBhwc3PD8uXLx9X2/M+57u3bt4tE5ILBYCA+Ph7JycnQ1dWFgYGB0Eeozp8/jwsXLiA7O5tqKTRc5OHDh+jo6MCmTZtGdHxraytiY2ORl5cHMzMzrFy5ckw9c8ZSm1dTUwMtLS1s2bIFly9fps0M76ENjTDAZrOxb98+PHjwAJmZmQLXtIkQAj8/P4iJiWHbtm0ceRD07UboqzMRhYdLc3MzHj58iKKiIhgYGEBPT09ot3lbWlpCU1MTP//8M9VSaLhIa2sr/vjjD5w4ceKtJr2rqwsJCQlIS0uDjo4ODA0Nh+3aOxRsNhsxMTHIysrCrl27Rrx7sq6uDpqamli/fj3c3Nz4rmO1iEAbGmGBzWZj9+7diImJQWZmJuTk5KiWNGLi4+ORm5uLffv2cXRSclNTE3x9fTF16lTY2tpCSkqKY+fmZ+rq6hAVFYXa2lqYmppCU1NTqB6wDAYDM2fOpPt6iAh37tyBkpIS9PT0Br3GYDDw9OlTPH78GMuWLYOpqemY066tra3w9fXFpEmTsG3bthH3t2poaOhPS7m7uwvVd03AoA2NMMFiseDs7IxHjx4hIyNDICI1fZ06Dx06xJX6DxaLhaioKGRnZ2P79u1QUFDg+DX4lfLyckRFRaGrqwsWFhZQVVUVikhVQEAAPvjgA1RWVlIthYYHlJaWIiwsDEePHu3//LLZbKSnpyM2Nhby8vIwNzcf1yKuoKAAQUFBWL16NQwNDUf8Pamrq4OWlhZMTExw69Ytkd1xyCfQhkbYYLFY2L17N6Kjo5GRkcHXNTX19fW4fv06HB0dx1S0Nxr6HlirVq2CoaGhyKyiCCEoLCxEVFQUJCQkYGZmBkVFRYE2No6OjpgwYQJu3bpFtRQaHkAIwYULF2BtbQ0FBQXk5uYiJiYGMjIysLS0xMKFC8d8bhaLhcjISOTk5MDOzm5Uu0Vramqgra0NCwsL3Lx5kzYz1EMbGmGkr6YmPDwc6enpfLn7qaurC5cvX4axsTHP0gatra3w8/PDhAkTsH37dqEdmTAUbDYbWVlZePToEaSkpGBoaCiwEZsFCxbg0qVL2LJlC9VSaHhEamoqEhMTAQCSkpIwMzODsrLyuD6/TU1N8PHxgbS09KhT0lVVVdDW1sbGjRvpmhn+gTY0wkrf7qd79+4hJSWFr/rUsNlseHh4YN68eVi3bh3Prx0bG4u0tDRs3boVKioqPL0+1bDZbOTm5iI+Ph4sFguGhoZYsWKFwDyQU1NTYWpqiubmZnpFLAL09vYiLS0NiYmJ6O7uhpGR0ahSQm8iOzsboaGhMDIywurVq0d1vvLycrz77ruwtbWFq6urwHx3RADa0AgzfX1qfHx88OjRI77pKBwWFobGxkY4OTlR9jAoLS2Fv78/tLS0YGpqKnI/joQQFBcXIz4+Hi0tLVi7di20tbU5WpTNDU6cOIGcnBw8ePCAaik0XKSrqwtPnz5FcnIyFBQUYGhoiNbWVsTExODIkSNjNjQMBgPh4eEoKSnBjh07Rh29zs7OhrGxMXbu3Ik//vhDICOcQgxtaIQdQgi+/PJLnD9/Hvfu3aN89lPfauvQoUOYMmUKpVra29sRGBiI9vZ2bN26FXPnzqVUD1VUVFQgPj4elZWVWL16NXR1dce05ZUXqKmp4fjx4zh69CjVUmi4QGtrKx4/foyMjAy88847MDAw6C/2JYTg2rVr0NPTg6am5qjPXV5ejsDAQCxYsACbNm0a9fPn4cOHsLGxwfHjx/Hf//6XNjP8B21oRIXffvsNX3zxBa5du0bZlO7y8nJ4e3tj//79fLOtnBCCjIwMREZG9hcMi1q0po+6ujokJCQgPz8fampq0NPT46sp5vX19ZCXl0ddXR2mT59OtRwaDkEIQWlpKZKTk1FWVgYtLS3o6+sP+d/4xYsX/bvcRtpjicFgIDo6Gs+fP4e1tTWWL18+ao3e3t44ePAgfvjhBxw7dmzU76fhCbShESXu3LmD/fv347vvvsOJEyd4eu2WlhZcuXIFNjY2o5rRxCtaWloQHBws8tEa4HXkKj09HSkpKZCRkYGenh7U1dUpb9Ln6uqKc+fO0d2BhYTu7m5kZGQgJSUFEydOhJ6eHjQ0NIbtcu3p6QkVFRWsXr162Gv8OSqzcePGMfWi+uWXX/Dll1/i+vXr9KBJ/oY2NKJGTEwMbGxscOTIEZw5c4Yn12QwGLh27Ro0NDSwdu1anlxzLNDRmoGw2WwUFhYiOTkZ1dXV0NbWhq6u7oimDXODnTt3Ytq0abh69Sol16fhDNXV1UhOTkZubi6WLFkCPT09LFq0aMQpnJqaGnh4eOD48eNvND+ciMoAwKeffgpXV1cEBQXBzMxsTOeg4Rm0oRFF0tPTYWFhgQ0bNsDT05Or1yKEwNfXFxMnTsTWrVsFIu9MR2sG8+rVK6SkpODZs2dYuHAhtLW1oaqqytOojaKiIs6cOUOvkgWQ7u5u5OTkID09Ha2trdDV1YWOjs6YWyf4+flh1qxZMDExGfQaJ6IywOt+R+Hh4YiOjqY7UgsGtKERVUpKSmBsbAxVVVVERkZybbfRo0ePUFBQgH379lGeshgNdLRmaBgMBrKzs5GZmYnq6mosX74cGhoaXG/WV1tbi8WLF+PVq1eYOnUq165DwzmYTCaKioqQmZmJkpISKCsrQ0tLC0uXLh3386apqQmXL1/GBx980P956O3tRUxMzLijMmw2GxYWFigsLMSjR49EYsCtkEAbGlGmtrYWZmZmmDRpElJSUjB58mSOnj8vLw+hoaE4fPgwZGRkOHpuXtHa2oqQkBA0NjZi48aNIte35m20trbi+fPnyMzMRFdXF1asWAFNTU2uRLQuXbqEX3/9la6f4XMIISgvL0dmZiZyc3MxZ84caGhoQE1NjeM750JDQzFhwgSsX78eubm5ePDgARYvXowNGzaMOSrT3d2NVatWgcViISYmRiDGx9D0QxsaUaetrQ3W1tYoLy/H06dPOTYqoa6uDjdu3ICTk9O4WpPzC/n5+bh//z4WLFiAdevW0bts/kJdXR0yMzORlZWFKVOmQENDA+rq6hyrt7Gzs4OsrCyuXLnCkfPRcA5CCGpra5GdnY2srCxMnjwZmpqa0NDQ4Or3pL29HefPn4ecnBx6enpgbW0NRUXFMZ+vqqoK+vr6UFBQQEhIiMAuwkQY2tDQvA7V9nUVDggIGHevms7OTly5cqV/0rOwwGAwkJCQgKSkJOjr60NfX1+g0mi84M8r9Pz8fEhJSWHZsmVQVVWFvLz8mNNSCgoK+Pnnn2FnZ8dhxTRjgcVioaysDPn5+f9fe/ce1NSZvwH8iQiokHCHJFwS5CYuILtAdYwUFbfWXeu9WtH1QmtddZdWx9FuZ+207m6tu1bXsuqMWq1Ka9VSdsdLdVsWKoIX8MJFLJAoIJcQLgkkJBDIOb8//JHBqi0qcJLw/cycIVQmeSYDPU/e8573RXl5OXg8HsLDw80jdAM9V85oNOLixYu4du0aRo4ciT/84Q/PtSjkxYsXMXv2bMyaNQsHDhzo99FqMiio0JAHWJbFJ598gnffffe5bus2mUxIS0uDWCzGr3/9635OaRnUajXOnz9Pl6F+BsuyqK2tNZ/02tvbERISgrCwMIwePbrPJw2lUgmJRAKNRmOxC/4NBQaDARUVFSgrK4NCoYCXlxdCQ0MRFhYGLy+vQZnwz7KseaVoiUSCadOm4d///jeCgoIgk8me6Tl37tyJLVu2YNu2bfjjH/9oFTcukMeiQkMelpmZiblz52LmzJnPdAfUuXPnoNFo8Nprr9n8Hifl5eU4f/48hEIhpk+fTpehfoZarTaXm9raWkilUgQHB0MqlcLT0/OJJ5J9+/Zhz549KCkpGeTEQxvDMFAqlbh37x4qKipQX1+PwMBAhIWFISQkZNA3d21sbMQ333yD9vZ2887bAKDRaHDgwAGsWLECXl5eT/Wcixcvxrlz55CRkYGpU6cORGwyeKjQkEcpFApMmzYNLi4uyMvL6/MEu9u3byMzMxNvvvkm59saDJbu7m7k5ubi6tWriIuLw8SJE392YTDy4NO+XC7H3bt3UVlZia6uLkilUvPh4eFhLjjz5s2Dp6cn9u/fz3Fq29ZTYCorK1FVVYWqqioIBAJIJBKEhIQgMDCQk72+2tvbkZOTg+LiYsTHx+OFF1545MNSQUEBbt26heTk5D59kNLpdOb9ob799lsaZbUNVGjI47W1teHVV19FYWEhsrKyfvYWSLVajYMHD2LJkiVPveGbLdBoNMjOzoZcLodMJkNcXBzNr3kKGo0GlZWV5sNkMkEqlUIikWDu3LnYvXs35s2bx3VMm2IymaBSqczveXV1NZydnR8qllzeIm80GnH58mVcvXoVERERePHFF584KsSyLI4dO9anS0937tzBlClTMG7cOJw6dQoCgWAg4pPBR4WGPBnDMPjTn/6EvXv34vDhw1iwYMFjf85kMplXAp4wYcIgp7QsKpUKmZmZaGhoME+KtvVLb/2NZVlzwbl9+zaSk5OxZcsW+Pv7QyQSQSwWQywWw93dneY79JHJZEJjYyPq6+tRV1eH+vp6855YEokEgYGBkEgkg34Z6UlZr1+/jpycHAQGBmLKlCl9uluuL5eevvrqK6xcuRLr1q3Dhx9+SH+btoUKDfl5X3zxBd58802sW7cO27dvf+TfL1y4ALVajUWLFtEJ5v9VV1cjMzMTBoMBiYmJCA0NpffmGZw6dQqbN29GSUnJQyfjuro6dHR0QCgUmkuOj48P3NzcOLksYkk6OzvR3NyMhoaGR8qLSCQyv19CodCiLo+yLIvi4mJkZWXB09MTiYmJT72MxE9detq0aRP27NmDgwcPYvHixf0ZnVgGKjSkbwoKCjBjxgyEhITgu+++M8+rKS8vx9mzZ7F69epnXszKVrEsi4qKCmRmZsLR0RGJiYnmiYykb9566y3I5XKcPXv2kX/T6/UPlZzGxkao1Wo4OzvDw8PjkcPFxcVmPpGbTCao1Wo0Nzc/cnR0dMDd3R0+Pj4WW156Y1kWcrkcmZmZsLe3R2Ji4jOvJ/O4S096vR7Tpk1DRUUFzp8/j5iYmH5MTywIFRrSd42NjXjttddQVFSEjIwMREVFYf/+/Vi4cCECAgK4jmexGIZBcXExsrOz4enpifj4eHq/+ighIQGTJ0/GBx980KefZxgGGo3msSd6vV4PNzc38Pl88Pl8ODs7P/Yx13OfjEYjtFottFotdDrdI4/b2trQ2toKgUDw2OImEAisYjSQZVkoFArk5ORAr9cjMTERYWFhz52996WnsrIyzJs3D1FRUfjyyy/h6enZT+mJBaJCQ54OwzD4+OOP8f7772PBggV44403EB8fz3Usq9Dd3Y1bt24hNzcXAoEAkyZNQnBwsFWcfLgiFArx+eefIzEx8bmfy2g0Qq1WmwtC76LQUxZ0Oh3s7e3h5OQER0dHODg4wMHB4aHHvb8fPnw4eDzeQwfw4GTd++jq6oLRaERnZyeMRqP56P19Z2cndDodGIZ5pGj1LlwCgQCurq6cF69nxTAM7ty5g9zcXHR3d0MmkyEyMrJfR88KCgqwe/duZGRk4P3338eGDRtsZnSOPBEVGvJsrl69iuXLl8PJyQmZmZlwdXXlOpLVYBgGt2/fxqVLlzBs2DDIZDKMHTuW/of7I01NTRCLxWhraxu0ZQBYloXBYEB7e/tjC8ePH5tMpoeKC8MwjxQcHo+H4cOHP1KMHvfY2dkZjo6ONllyTSYTCgsLkZeXh5EjR2LSpEkDMrdMo9Fg6tSp0Ol0SEtLwwsvvNCvz08sFhUa8uw0Gg2WLVuGS5cu4fjx45g+fTrXkaxKzxybS5cuQafTQSaTYdy4cVb7ybu/9UwIvnv3LtdRyHMwGo24fv06rly5Ai8vL0yaNAkSiWRAStuFCxeQlJQEmUyGo0eP0getoYUKDXk+LMti79692LRpE5YvX469e/dyHckqVVVV4dKlS2hoaMCECRMQExNjsZM4B8vbb78NuVyOM2fOcB2FPAO9Xo9r164hPz8fUqkUMplsQNeoWrNmDY4ePYp//OMfWLNmjU2OcpGfRIWG9I/CwkK88sor4PP5yMrKgre3N9eRrJJSqcSlS5egUCgQERGBuLi4IfteTp48GQkJCX2eEEwsQ21tLfLz8/HDDz8gPDwcMplsQCfjqlQqTJkyBVqtFqdPn8a4ceMG7LWIRaNCQ/qPTqfDG2+8gfPnz2PXrl1YuXIl15GsVltbG27cuIHr16/Dw8MDsbGxCA8Ph52dHdfRBk1/TggmA6urqwslJSUoKCiAXq9HbGwsoqOjB3yl4cOHD2P9+vWYMWMGDhw4YBELAxLOUKEh/e/LL7/E6tWrERkZiTNnztB17OdgMplQVlaG/Px8NDU14Ze//CViYmJsfiNMLiYEk6fX3NyMgoICFBYWws/PD3FxcQgKChrwCe4ajQYzZ85EcXEx9u/fj0WLFg3o6xGrQIWGDIyGhga8/vrryM3Nxc6dO2m0ph80NjaioKAAxcXFkEgkiI2NxejRo21yrgBNCLZcDMOgvLwcBQUFqK+vN5fsvmxP0B8OHz6MDRs2YNKkSfj000+H7CVZ8ggqNGTgsCyLEydO0GhNPzMajSguLkZ+fj46OjoQGRmJqKioJ+5fY402b96MW7du4cKFC1xHIXjwt6xUKlFUVISSkhK4uroiLi4OY8eOHbS78n48KrNw4UKbLPPkmVGhIQOPRmsGBsuyaGhoMJ9knJycEBkZicjISPD5fK7jPZc5c+bA398fqampXEcZ0tRqNYqLi1FcXIzu7m5ERUUhMjJy0FfcpVEZ0gdUaMjgYFnWPLcmKiqKRmv6GcMwqKqqQlFREX744QeIxWJERkYiPDzcKm//jo6OxurVq7FmzRquoww5er0epaWlKCoqQnNzM8aOHYuoqCj4+fkN+ogIjcqQp0CFhgyuhoYGJCcnIy8vj0ZrBkhXVxfKy8tRXFyMyspKBAcH4xe/+AWCgoLg4ODAdbw+8fLywpkzZzB+/HiuowwJHR0dqKiowO3bt82/M1FRUQgKCuLszrqeURmZTIZPP/0UPj4+nOQgVoMKDRl8PaM1v//97zF69Gh8/fXXCAwM5DqWTer5tH3nzh3U1NQgICAAYWFhCA0NhUAg4DreYxkMBggEAmi1WrrDaQCp1WqUlZWhvLwctbW1kEqlCA8P53xU7969e5g3bx7u3r1LozLkaVChIdxpaWnBpk2bcPz4cSxatAj79++nZf8HUEdHBxQKBcrKyiCXy+Hq6mouN0Kh0GJOGrm5uZg7dy5UKhXXUWwKy7Kora1FWVkZysrKoNfrERoairCwMIwePRr29vac5uvu7saqVatw8uRJJCUlYfv27XB3d+c0E7EqVGgI965fv46VK1dCqVRi586dWLp0KdeRbB7DMKiurjaf3EwmE0JDQxEaGoqAgABOP6Hv2bMHBw8exM2bNznLYCsMBgMqKytRUVGB8vJyjBo1CmFhYQgLC4Ovr6/FlNi0tDRs2LABYrEYhw4dwq9+9SuuIxHrQ4WGWAaGYczXzAMDA5Geno6goCCuYw0JLMuiqakJZWVlUCgUqK2thbe3N6RSKaRSKQICAgZ17s26deugVCqRnp4+aK9pKwwGA6qrq1FZWYnKykq0tLTA398fwcHBCA0NtbgRj4qKCixYsACVlZXYtWsXVqxYQbvOk2dFhYZYFrVajXfeeQdpaWmYP38+Dh06RJehBll3dzdqamrMJ8W6ujr4+PhAIpEgMDAQ/v7+A1pwXnrpJcTGxuLDDz8csNewFR0dHaiursa9e/dQVVWF5uZm+Pn5mcuoWCy2yO0yuru7kZycjPT0dCxduhQfffTRoC3MR2wWFRpimW7evInk5GTU1NRgx44dWL58OdeRhqyurq6HCk59fT18fHzg6+sLkUgEsVgMDw+PfvtkPWbMGLz33ntISkrql+ezFQzDoLGxEXV1daivr0dNTQ2am5vh6+trLjC+vr4WWWB6O3LkCDZu3Ag/Pz8cPnwY0dHRXEcitoEKDbFcDMPgyJEjWL9+PcRiMQ4cOACZTMZ1rCGvp+D0nFjr6urQ3t4OoVAIkUj03CWHz+cjPz8fY8aMGYD01sFkMqGxsdH8/tbX10OlUkEgEEAsFkMkEsHX1xdisdhqRjBzc3OxatUq1NXV4Z///CeWLVtGl5dIf6JCQyxfa2srtm/fjt27d2Ps2LFIS0tDWFgY17FILwaDAfX19eajp+T4+PhAKBTCw8PDfLi4uDzxRNbQ0ICAgAAYDIYhcbJjGAYajQbNzc1obm5GU1MTlEolVCoVXFxcHiqIQqHQKhdJvHPnDpYtW4bS0lK89dZb2Lx5s81vrko4QYWGWA+lUon33nsPaWlpkMlkOHbsGIRCIdexyBMYDAYolXuTtPUAAAycSURBVEoolUq0tLSYT9p6vR5ubm4PlZye4/Lly1i+fDlqa2u5jt9vWJZFe3s7mpqazO9BS0sLmpqaoNFowOfz4eHhAXd3d3h4eEAoFFpteelNqVRi6dKlyM3NxbJly/DBBx/Q3ysZSFRoiPVRKBTYtGkTzp8/j9/+9rc4dOgQnJ2duY5F+shoND5UcHoft2/fxuXLl/Huu+/C2dkZfD7f/LXncHZ2xogRIzi/5ZhlWRgMBmi1Wuh0Omi1WvPR833PVwcHB3h6ej5S4Nzc3Dhf/6W/6XQ6JCcn4+zZs5gxYwa2b99OdyySwUCFhlivW7du4e2338aNGzewdOlSfPLJJ1Yzn4A83p///Gfk5OTgyJEjD5WEHz82mUxwdHSEg4OD+WvPY3t7+4f+m4ODA4YNGwYej/fQATwoJb0PhmFgNBphNBrR2dlpfvzj7zs7O9HZ2Ql7e/uHSlfv8tX7sa2Vlsfp7u5GSkoK0tLSEBMTg127dtGEXzKY+lRo6AxBLFJ0dDSys7ORnZ2NlJQU+Pj4ICUlBVu2bBkS8y9sUUNDA8RiMaRS6U/+XFdXl7lUPKlwGI1GGAwGtLa2gmEYc2kBHsxd6V1seh4PGzbMXILc3NweW5h6Ho8YMYIKNB68l3/5y1+we/du+Pv74/Tp00hISOA6FiGPRSM0xOKxLIv//Oc/2LBhA7RaLZYtW4Zt27ZZzWaM5IFXXnkFoaGh+Pjjj7mOQn6G0WjEO++8g6NHj0IgEGDnzp2YPXs255cCyZDVp188+qhLLB6Px8OcOXMgl8tx8OBBfPvtt/D29sbKlSuh0+m4jkf6qKGhAX5+flzHID9Bp9NhxYoV8Pb2xnfffYdDhw5BLpdjzpw5VGaIxaNCQ6zGsGHDMHv2bBQWFiIjIwNyuRwikYg2O7QSzc3NP3u5iXBDqVRizpw5EIlEUCgUyMjIQGFhIWbNmkWXeInVoN9UYnV4PB6mTJmCnJwcZGVloaurC1KpFImJiVAoFFzHI0+gVqsRGBjIdQzSi0KhQGJiIkaPHg2TyYTs7Gzk5ORgypQpNCJDrA4VGmLVYmNjcebMGdy4cQMikQgREREYP348CgoKuI5GemEYBm1tbQgODuY6CgFQUFCA8ePHIyIiAiKRCDdv3sTp06cRExPDdTRCnhkVGmITxowZg7S0NJSXlyMuLg7x8fEICQlBamoqGIbhOt6QV1tbCwcHB1pTiEMMwyA1NRUhISGIj49HXFwcysvLaXVuYjPoLidik1pbW3HkyBHs2LEDOp0OL730Enbs2EGTUjmSnZ2NxYsXo76+nusoQ05NTQ02btyI//73v3B2dsbGjRuxfPly2qKAWBO6y4kMXS4uLkhJSUFVVRXS09PR3t6OkJAQREdHIyMjg+t4Q05lZSXc3d25jjGkpKenIzo6GiEhIWhvb0d6ejqqqqqQkpJCZYbYJCo0xKb1TCA+ffo05HI5Zs2aheTkZIhEIqSkpNBt34Okrq6OCs0g0Ol0SElJgUgkwqpVqzBr1izI5XKcPn2aJvoSm0eFhgwZvr6+2Lp1K1QqFVJTU3Ht2jX4+PggPj4eFy5c4DqeTWttbaX5MwPowoULiI+Ph4+PD/Lz8/Gvf/0LDQ0N2Lp1K3x9fbmOR8igoEJDhhx7e3ssWLAAV65cQUFBAaKjo7Fw4UL4+Phg/vz5uH37NtcRbY5Wq4WTkxPXMWxKSUkJ5s+fD29vbyxcuBDR0dEoKCjA5cuXMX/+/CGxxxQhvVGhIUNaeHg4UlNT0dzcjKNHj8LOzg6xsbGQSCRYu3YtLdjXT7RaLfh8PtcxrJ5KpcLatWsREBCAuLg42NnZ4dixY2hubkZqairCw8O5jkgIZ6jQEAJg+PDhmD59Ok6ePImmpiZs27YNpaWlCAgIwJgxY/C3v/0NHR0dXMe0WjqdjgrNM+ro6MBf//pXjBkzBgEBASgtLcVHH32EpqYmnDx5EtOnT6eNNAkBFRpCHuHk5ISkpCRkZ2ejuroaa9euxRdffAEPDw/ExcVh3759MBqNXMe0KjqdDgKBgOsYVsNoNGLfvn2Ii4uDh4cHjh8/jrVr16K6uhrZ2dlISkqiS3iE/AitQ0NIH/UsQvb555+jvr4egYGBmDlzJtavXw+hUMh1PIs2ceJEzJ49G5s3b+Y6isVSKpXYtWsXzpw5g3v37kEkEmHJkiX43e9+h5CQEK7jEcIlWoeGkP4UGhqKrVu3QqFQoLS0FKtXr0ZOTg4kEgmkUimWLFlCWy48gcFggKurK9cxLE5BQQGSkpIglUohkUiQk5OD1atXo7S0FAqFAlu3bqUyQ0gfUaEh5BlIpVKkpKQgLy8PKpUK27dvR2dnJxISEuDt7Y3ExEScOHGCtl34f3q9nhZzw4PtB06cOIHExER4e3sjISEBRqMRf//736FSqZCXl4eUlBTalZyQZ0CXnAjpR11dXcjNzcXXX3+NU6dOQafTwd/fHxMmTEBycjImTZrEdUROBAQEYP/+/Xj55Ze5jjLoLl68iM8++wxXrlzB/fv34ezsjFdffRXz5s2DTCaj26sJ+Xl9uuREhYaQAcKyLCoqKpCVlYXz58/jf//7H1iWhZ+fH2QyGVasWAGZTMZ1zEHh7e2N06dPY/z48VxHGXC5ubn47LPPkJubi5qaGvB4PEydOhUvv/wypkyZgpCQEFqxl5CnQ4WGEEvCsizKysqQlZWFb775Bt9//z0AwN/fHxMnTsTrr79usyd8Pp+PGzdu2OR8kMuXL+Pw4cPIy8tDdXU1eDweEhIS8Jvf/AaTJ09GWFgYFRhCng8VGkIsGcuyuHPnDrKzs3Hu3Dl8//334PF48Pb2RlBQEF588UUsWLAAYWFhXEd9bo6OjqipqYGXlxfXUZ5LWVkZvvrqK1y8eBEKhcK88GJCQgJmzJiByZMnIzw8nAoMIf2LCg0h1oRlWcjlcly/fh1XrlxBbm4uSkpKYG9vb/Ulx8HBAY2NjVY1MbinvGRnZ+PevXtQqVTo6upCREQEZDIZJkyYgJiYGAQHB1OBIWRgUaEhxNoxDAOFQvHEkuPv74+IiAiMHz8ekydPhp+fH9eRH8ve3h5qtdoiN6isqalBdnY2rl69ipKSEty/f/+J5SUoKAjDhtHNoYQMMio0hNii3iWnqKgIxcXFuHPnDqqrq2Fvbw83Nzd4eHjA398f48aNg0wmw4svvshpmRg+fDi0Wi1GjhzJyevrdDpcvHgRubm5KCwsxP3799HU1ASNRoOuri4EBAQgPDwckZGRiIqKovJCiGWhQkPIUMIwDGpra1FeXo7y8nKUlpaiqKgI5eXlaGxshLOzM1xcXMxfRSIRJBIJQkJCEB4ejqioKLi7uw9INjs7OxgMBjg4OPT7c7e0tKCoqAilpaWQy+WoqqpCfX09WltbodPpzF+9vLwQGhqKqKgojB07FqGhoQgNDYWvry8VF0IsGxUaQsgDRqMRCoUC1dXVqKurQ319Paqrq1FVVYWamhoolUqo1WoMHz4cTk5OGDVqFJydncHn8zFy5Ejw+XwIBAK4urrCzc0N7u7u8PT0hJeXF7y9veHt7Q2hUPjEwsLj8dDd3Q07O7vHZlMqlVCpVFCpVGhsbERTUxNaWlqgVquh0WjQ1tYGrVYLg8EArVYLnU4HvV6P9vZ2dHd3w83NDUKhEH5+fpBIJAgICIBIJIJYLEZAQACCgoIGpEwRQgYFFRpCSN+xLAu1Wm0uPHV1dWhsbIRWq4VGozEXi9bWVrS1tUGn00Gr1UKv10Ov18NoNMLOzg7Dhg0Dj8czT5Tl8XhwdHR8aLdylmXBsiwYhoHJZIKDgwNGjRqFUaNGgc/nw9nZGQKBAC4uLuYi5erqCj6fDy8vL4jFYnNhcXNzo0m5hNg2KjSEkMHDMAw6OjrAMMwjh8lkMpedHx8jRoygSz6EkJ9ChYYQQgghVo922yaEEELI0ECFhhBCCCFWjwoNIYQQQqweFRpCCCGEWD0qNIQQQgixelRoCCGEEGL1qNAQQgghxOpRoSGEEEKI1aNCQwghhBCrR4WGEEIIIVaPCg0hhBBCrB4VGkIIIYRYPSo0hBBCCLF6VGgIIYQQYvWo0BBCCCHE6lGhIYQQQojVo0JDCCGEEKtHhYYQQgghVo8KDSGEEEKsHhUaQgghhFg9KjSEEEIIsXpUaAghhBBi9YY/5c/zBiQFIYQQQshzoBEaQgghhFg9KjSEEEIIsXpUaAghhBBi9ajQEEIIIcTqUaEhhBBCiNWjQkMIIYQQq0eFhhBCCCFWjwoNIYQQQqweFRpCCCGEWD0qNIQQQgixev8HGGYE7GMfIhAAAAAASUVORK5CYII=\n",
|
|
"text/plain": [
|
|
"<Figure size 720x720 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"# let's plot all of them\n",
|
|
"# output stability first\n",
|
|
"\n",
|
|
"for i, f in enumerate(bjt.f):\n",
|
|
" # decimate it a little\n",
|
|
" if i % 100 != 0:\n",
|
|
" continue\n",
|
|
" n = net.Network(name=str(f/1.e+9), s=calc_circle(cl[i][0, 0], rl[i][0, 0]))\n",
|
|
" n.plot_s_smith()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 133,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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yqXZJwnIQ1dCoApyQO9igzbNcQ5N3+CAGQxtyC14ZWdfcvi6WrZ11NbES9Hq0GRm43XO32FKMTpO+iU2nNjEuaBw+Dj439JrrmZfQ0FCmT5/O2rVrCQ8PN/E7MC6XGZpjK+Hs/vaFJ92CRdUF4Ofnx+zZs5k9e/Zlj+fm5rJp0yb27t3Ld999d0ubHINB4IWvM/j86DkeHBrMy3dGSYXYEhaHqFdAmVyGurcb2rxqBIOAzMLcvouXBkNbGw1VVTh7Wu5igvqW9guFUm25putKaHNyEVpasOuG9TPfnfmOen09syNnX3UfQRDIyspi7969fP/99+zfvx+ZTIZGoyEkJMRqzcuVkMlk6HQ6qDzdvlZT6HiLX6spPDyc5557jueee67jsUsmZ9++fWzdupXS0lIEQWDkyJFMnDiRUaNGERXVvS72rW0G/rIhjU0nLvDYqBCevj28W70/ie6D6Lf0tuHuNKWWoy9uQBXgJLacy7hkYuoqyiza0FyK0KjUon+cnaL55EmAbjdlWxAE1mavJdI98rKp2oIgkJOTw549e9i2bRv79u1DJpPRo0cPEhMT2blzJwkJ3XOdJ5VKRU1VJV4HngAbW6tdq+lKJufIkSOsXr2aZcuW8fzzzwMwYsQIJk2axKhRo4iIiLBaA6BvM/DUF6lsTS/hT+PDeGJsb7ElSUhcFdGvgOrergBoT1VbnqHx1gC0z3SKiBZZzdXRaVuRyayvKLg5NRUbb29sfLs6v8UyOVxymDO1Z3h12Kvk5eV1GJi9e/ciCAI9evRg2LBhbNu2jWHDhokt1yzY2dlhm7ICio7CtJXg3H0+84SEhMuMaFJSEmvWrOH999/n2WefBWDUqFFMnDiR0aNHExYWZhUGR6tv4/F1x9mZXcYLkyJ5aIRlNkGVkLiE6IZG4ahC6e+INrca59GWtSCd06UIjYVP3dZp21DZ2VjFSfKXNP/cUM/adF8LvV7PuwffRalX8ujoR2moaSAwMJAhQ4awdetWEhMTxZYoCn18lQScWgORUyB2hthyTMqwYcMuM6oHDx7k448/5r333uPpp5/G0dGRGTNmMG3aNBITE1EqLW+GZ7OujYc/TebAqQpevSuaOUOCxZYkIXFdRDc0AOowt/bp29pW5BaUNlGqbLF3caWuvFRsKddEr21FaWtd9TP60lL0RUW43X/1GhNroaamhu3bt7N+/Xp2Ju+kx9964JjtyJK3ljBjxoxuXzB6XVp1/GekFp3cDvXkd6wy1XQzJCYmdhhZg8HAhg0bWLFiBXfffTeNjY1MmDCBWbNmMWHCBFxcXERWCw0trcz/+BjJBVW8OSOOmfE9xJYkIXFDWMSZVh3mBgZoya8RW8pvcPb0oq6iXGwZ1+RShMaaaEpOBsB+QLzISrrG2bNnWbJkCUOGDEGj0fDss89iZ2fHQ0sfQqlQsuWVLcyaNUsyMwAH/k20eyv7nKeCg6fYakRFLpcza9Ysdu7cSVlZGfv27UOtVvPMM8/g7e3NkCFDWLJkCWfPnhVFX22znvtXHiGlsJr/3NNPMjMSVoVFnG1VgU7IbBVo86rFlvIbHN09LH7FbV1zKyorm+HUnJKC3N4edWSE2FJumLy8PF588UV69epFdHQ0H374IaNGjeL8+fMUFBSwYvUKkuqSGB80Ho2DRmy5lsGFFNj/b74vdiFVa3kdwcUmPj6etWvXUlBQwPnz5xk1ahQffvgh0dHR9OrVixdffJG8vDyzaKlq1HHfh4fJKq5j2ez+TOljmT2NJCSuhkUYGplCjjrUtX36tiCILecyHNw8aKiqFFvGNdG3tFndDKemY8nY9euHzMaydZeWlrJkyRKioqLo168fO3bs4Omnn6ampoaMjAxef/11vL3beyh9c/obGvQN3Bd5n8iqLQRdI2x6GJx8WXEuhPr6erEVWTTe3t68/vrrHcs2PP300+zYsYN+/foRFRXFkiVLKC01Tfq7tE7LPSsOkV/WwIoHBnBb9I31TpKQsCQswtAA2Ia70VbTQmtZk9hSLsPJ3QNtYwN6XYvYUq6KrrkVpRUZmraaGlpOncJ+oGWmmxobG1m7di0jR44kKCiI5cuXM2fOHCorKzl27BiPPvrobxZhNAgG1mavJdojmj5e3Wsaepf54aX2vjNTlyGzc6Wurk5sRVaDSqXi0Ucf5dixY1RWVjJ79myWL19OUFAQI0eOZO3atTQ2NhplrHOVTcxY/hMXqpv5eN4gRoVbXpNTCYkbwWIMjbq3G2B5dTSO7h4ANFZZbtpJp22zqpRT0/HjANgPGCCykv/R2trK9u3bmTlzJp6enjz//PPExMRw7tw5srOzee6551Cr1Vd9/b7z+yioK2Bu9NxuNWury+T9AMkfwZDfQ88RODo6ShGaLqJWq3nhhRfIzs7m3LlzxMTE8Pzzz+Pp6cnMmTPZvn07ra2tXTp2Xmk9M5b/RL22lXUPDWZIiIeR1UtImA+LMTQ2bmoU7mq0p2vFlnIZDm7tqw83VFtu2kmnbbWqlFNTcgoypRJ1XJzYUsjKyuLxxx/Hw8ODuXPnIggCycnJFBYWsnTp0o500vX4OPNjfB18GR803sSKrYDGiva1mryjYcxLADg5OUmGxgh4e3uzdOlSCgsLSU5ORhAE5s6di4eHB48//jjZ2dk3fKyT52uY9d9DAHy1aAh9eriaSraEhFmwGEMDoA51peVMDUKb5dTROP0cobHUOpq2NgN6bRu2DtZkaJJRx8UhtzXeCtSdQa/Xs379ehISEhg4cCBpaWls2LCB0tJSNmzYQHR055ooppenc7zsOPdH3o+N3Ho+B5MgCPDtk6CtgWkrQNke1XJycjJaikSinejo6Mv+btPS0oiPj2fw4MFs2LABvV5/1dceOl3JfR8exlmtZMMjQwnTWFZTUwmJrmBRhsY2xBVB24a+uEFsKR10RGgs1NC0NLaHmtUOltec60oYmprQZmVhH2/++pkLFy7w4osv4u3tzeLFixk8eDClpaXs37+f8eO7HllZk7UGJ6UT08OmG1GtlXLiM8j5rj0y4xPT8bCLiwsNDZbzve5ujB8/nv3791NaWkpCQgJPPPEEGo2Gv/71r1y4cOGyfXdmlTJ39VH83exY/8gQAj3sRVItIWFcLMzQtDeV0p62nDoaW3sHbGxtabDQqdvaxva7MGsxNM0nT0JrK/bx5qmfEQSB3bt3M3nyZEJDQ9m6dSurVq2ipKSEJUuW4OjoeFPHL6ov4sfCH5kRPgMHpYORVFspVWdh+7MQPByGPH7ZU35+flRZcB1ad8HR0ZElS5ZQUlLCRx99xLfffktoaCiTJ09m9+7dfH2iiEWfpRDp48SXDw9B43z1ujAJCWvDogyNwlGF0sfeogqDZTIZTu6WO3X7kqGxlpRT07FkkMux69fPpOPU1NSwZMkSAgMDmTFjBk5OTpw+fZoTJ04wdepUo42zNnstcuTMjrD+jsc3RVsrbF4EMgX8bhn8qqFgcHCwZGjMzNSpUzlx4gSnT5/GycmJe19axpNfnMDXppEPZkbg5qC6/kEkJKwIizI00J52aimoQ2g1iC2lAwc3d4stCm6xsghNU0oK6ogIFDcZGbka586d47HHHsPX15elS5fyzDPPUFFRweeff46fn3EbhdW21LLx1EYm9pwoNdJLegfOH4E7/g2uv+0uGxISQm2tZRX83yr4+fkxfNGr2A1/kFC7Zkq/+huhwT147LHHOH/+vNjyJCSMhkUaGloNtBRaTs8KRzcPKeVkBASdjuaTJ03SfyYnJ4fZs2cTHh7O8ePHSUpKIi8vj8cff9xkyw+sz1tPc2szc6PnmuT4VsOF47D3nxA9DWJnXnEXf39/dDqd1IvGzAiCwD+35fCv7bnc1deP7S/N4FROJklJSRw/fpywsDBmz55NTk6O2FIlJG4ayzM0vVxADi0WVEdj7+JKc51l3l1qG6ynKLg5PR1Bq8XOiAXBycnJ3HHHHfTv35/S0lIyMjI4fPgw/fv3N9oYV0Lfpmdd9jqG+A4h3D3cpGNZNJe6ATt4wx1vXXXhSblcjrOzM2fOnDGzwFuXNoPAC19nsHzfaWYnBPLOrL4oFe2n/P79+3P48GEyMjIoLS2lf//+TJ48mZSUFJFVS0h0HYszNHK1DSp/J4uqo7F3dkHX3GyR3YK1TXrkchlKK2is13joMMjlOAwadFPHuVTom5iYyKhRo7C1taWgoICdO3cSEhJiJLXX5vuz31PeXM6D0Q+aZTyLZftzUJkPU5eDvfs1d3VzcxNt0cVbDX2bgT98mcq6I+d4dFQIf/9dDHL5b81mSEgIO3fupKCgAKVSyciRI0lMTGT37t0WtwyNhMT1sDhDA+1pJ11RAwZdm9hSALBzbp99ZYlRGm2jHlsHG6voTtt4+BDqqCgULi5der3BYODrr78mLi6OadOmERYWxsWLF9m0adMNN8AzBoIgsCZrDb3dejPEb4jZxrU4srbA8TUw7EnoNfK6u3t4eFBQUGB6Xbc4TbpWHvokmW9OFvOXCeE8MyHiuucHb29vNm/ezMWLF+nduzfTpk0jLi6OLVu2YDBYTj2jhMS1sExD09MZDAK6c5aRb7d3ae+g2WSBRY0tjXqrSDcZmppoPpmGw+CETr9WEAQ2b95MaGgoDz30EBMmTKCsrIxVq1bd9LTrrnCo+BCnqk8xN+oWXuagtgi+WQx+/WD0Czf0Eo1GQ1FRkYmF3drUNOmYvfII+/PK+ee0WB4bFdqp1zs6OrJ69WrKysq47bbbWLBgAaGhoWzevFmK2EhYPBY511cV5AwyaDlbhzrUTWw52Ft4hMYaDE1TynHQ67Ef3LmIxt69e1m8eDEXLlzgySef5MUXXzRZke+N8nHmx3jbeTOp5yRRdYiGoQ02PwJtepj+Edjc2PRfHx8fiouLr7ufXq9Hq9Wi0+loaWlBp9Nd82dBEH6zQXvLhV9ucrkclUrVsdna2l71Z7VajY2FrwT/a0pqm3ngo6MUVjXxwewBTIjp+orZKpWKt956izfffJNXX32VhQsX8vLLL/Puu+8yatQo44mWkDAiFvmNlattUPo5ojtrGQaiI0JjkYamFSd3y2+O1Xj4ECiV2A+4sWLdEydO8NRTT3HixAnmzJnDkiVLLOICk1uVy6GSQzzV/ymUCss3kiYh6T9QcADu+gA8brxmSaPRkJeXR0FBAfX19dTX19PQ0HDZv/X19RgMBtRq9VXNx6X/Ozg44OrqikKh+I15AS4zOAaDAYPB0GGCamtraWlpQa/XX9EoabVabGxscHJy6tgcHR0v+/fSz79eeV0M8ssaeOCjI9RpW1kzb5DRFpmUy+W8/PLLvPDCCzz55JNMmTKF/v37884779DPxL2kJCQ6i/hXiKtgG+xM49GLCK0GZDbi3pHb/1zz0VRrOYXKl2iu1+EdZPnrsDQdOox9nz7I7eyuuV9+fj5/+ctf2LFjB5MnT6a4uFiUtNLV+Cj9IxyUDswImyG2FHEoSobd/2ifot33vt88rdPpqKqqoqKigsrKSqqqqqisrKSyspJz585RXFzMnj17LjMGPj4+l5kEW1tb0VN5giCg1Wo7TNYl01VdXc358+cve1ylUuHh4fGbzd3dHaXS9KY39XwN81YfRSGX8cXDg4nx71qN2rWwsbFh6dKlvPHGG8yfP5/ExEQmTJjAv/71L7MV4ktIXA/LNTQ9XWhIKkZ3oQHbIGdRtSht1dgoVRYXoREMAs31euydxL9DvBZtNTVos7PxfPz3V93n4sWLvPTSS6xdu5bExEROnz6Nj0/XQ+am4FzdOXYU7uDB6AdxsTX+RcPiaamHjQvA2Y/mca9TcvYspaWlHYalsrKS5uZm3N3dOy7oPXv2JD4+Hnd3dw4dOsSuXbuYN2+e2O/kushkMuzs7LCzs7tmwbkgCDQ2Nl72O0hLS6OyspLq6mocHR0vMzkajQZfX19sjbQw64FT5Sz6NAUPRxWfzk8g2NO0y284Ojry1VdfcfHiRebMmUNsbCz3338/r7zyisV9XyVuPSzW0KiC201My9la0Q2NTCbDzsXF4iI02kY9gkHA3sWyDU3j0aMgCDgM+W39TG1tLf/85z9ZsmQJMTExnDhxgvBwy+zrsipjFTZ1CazsAAAgAElEQVQyG+ZEzRFbillpbm6mpKQEhx//jHd1IRucFpC/fDU+Pj5oNBq8vb2JjIzEw8MDZ2fnq9Y4xcbGUlFRgcFgEL0OyljIZDIcHR1xdHQkKCjosucMBgM1NTUdRqe8vLyj74uzszN+fn74+vp2bJ01Od+eLOaPX6US4uXIJ/MH4W3GdZl8fHz48ccfyc7OZu7cuYSEhLB48WKeffZZXLo4i1FC4maxWEOjcFRh42WHrsBCZjo5u1pchKapTgeAnYVHaJoOH0Zmb49dzP9WXzYYDHz88cf88Y9/xM/Pj127djHkCobHUihtLGXL6S1M7z0dTztPseWYDL1eT1FRERcuXKCkpISSkhIaGxsZ4nSBURW7KI2Yx6ixzzLdw6PTpkSj0aBSqcjLyyMiIsJE78BykMvluLu74+7uTu/evTseNxgMlJeXU1xcTElJCVlZWb8xOf7+/vj5+V21buyTQwW8/E0mA4Pc+XBuPC524tRzRUZGcvToUZKSknjooYdYtmwZ77zzDnPnzu02plXCerBYQwPtaaemtHIEg4DsCk2hzIm9szONFhahuWRoHCw9QnP4CPbxA5D9XDx5/Phx5s+fz4ULF3j33Xd54IEHRFZ4fT7J+gRBEJgXY/npks5wycAUFBRQUFBASUkJGo0Gf39/wsPDGT16NO7yBuT/HQ49EtDM/Dcoun7a8Pf35/jx47eEobkacrkcjUaDRqPpKKy9ZHJKSkooLi4mIyODiooK/P39CQ4OJjg4GH9/f+RyOe/sPMW7u04xLlLD+/f1Q60Uv6nmsGHDyMrKYs2aNfz5z3/m3XffZdWqVVLhsIRZsWhDo+rpQuPRi+gvNqLyE7cwVO3oRFWxZfXQsIYIjb60FN2ZM7hOn051dTXPPPMMn332GTNnziQ5OdkiZi5djxptDevz1jOp5yT8Hf3FlnNTtLa2UlRUxNmzZyksLKS4uBiNRkNwcDAjRoygR48el8/aadPD6nvaf5624qbMDEBgYCAZGRk3dYzuyC9NTt++fQHQarWcO3eOgoICtm/fTnlFJScVYRytVjMpwo137u2DrQWYmV8yd+5cZs+ezYIFC0hMTGT27Nm88cYbuLmJ335Dovtj0VcT25/raHQFdaIbGlsHR7SNDaJq+DWXDI29i3EKDE1B0+HDAPxwsYRHgoPp2bMn6enpVjUzYl3OOppbm5kfM19sKZ1GEAQqKirIzc3l9OnTXLhwAW9vb4KDg0lMTCQwMPDa0453vwpFx2Dmx+AWfNN6evfuTW5u7k0f51ZArVYTFhZGWFgYLa1tPLnuOEezyrg9UEacNp2339pHQEAAoaGhhIeH4+5+7aUnzIWNjQ1r1qzhr3/9K9OnTyc4OJi3336befPmSWkoCZNi0YZG4WqL3FnV3jF4qJ+oWtSOjrQ0NSEYDMgs5EvZXKdDYSNHZcHrOJ377juagaeWLOGDDz5g9uzZYkvqFI36RtZmr2VMjzGEunWu66pYtLW1cf78eXJzc8nNzaWtrY3w8HCGDh1KYGDgjRefntoJSUtgwDyInmoUbVFRUfz0009GOdatQr1WzyOfpZCUX8kLkyJ5aEQvoL1Yu7CwkLy8PJKSkrC3tycsLIzw8PCO9JSYhISEkJqaymeffcYf//hHlixZwurVqxkwYICouiS6LxZtaGQyGbY9nGg5Xy+2FNQOjiAItDQ1obaQvihNdTrsnVWi9+y4EpWVlfzl6ad58MBByjUaLmSkW0V66ddsyNtAna6OhbELxZZyTbRaLfn5+eTl5XHq1Cnc3d0JCwtj1qxZaDSazv+N1F+EzYvAOxomvG40nX379uXChQtGO153p7ROy4Orj3GqtJ63ZvZh+oCAjufs7OyIiIggIiICQRC4cOECubm5fPfddzQ2NtK7d2/Cw8Pp1auXqM3/7r//fu655x4efvhhRowYwb333su//vUvi4koSXQfLP4Kowp0pjmzkrYGHQpH8b6Utg7tJkbb2GA5hqZeh52zZdXPCILA559/zqOPPsqYnj3xVCiI/dOfrNLM6Np0rMlcQ4JvArFesWLL+Q1NTU1kZmaSk5NDUVERQUFBhIWFMW7cOJydb6LVgaENNj0E+iaYuRqU126G2Bn69+9PdXU1Wq0WtdryO1yLSX5ZPXNXHaOmSceqBwcyIszrqvvKZDICAgIICAhg7NixVFdXk5eXx9GjR9m8eTNBQUFERUURGRlptB44ncHGxoZVq1bx0ksvMX36dHr27Mny5cu55557LPKGTMI6sfirjOrnLri6c/XYRRmnnXdXUP9saFosqI6mqVaHk4flXBRKS0uZP38+P/30E++++y53tOgof/ttHIYNFVtal9hyegvlzeW8Nvw1saV0oNfrycvLIy0tjcLCQnr37k18fDx333238e7CD7wNZ/fDlPfBy7g9gezs7HB1deXkyZMkJHR+odJbheSCKhasSUapkPPloiGd7v7r5uZGQkICCQkJaLVaTp06RWZmJtu3byc0NJTY2FhCQ0NRKMybru7ZsyfHjx9nzZo1PPbYY6xdu5aPPvoIjUZjVh0S3RPLNzT+jiCXoTtvGYbGkgqDm+p1aHqK23QQ/heVeeSRR4iLi+Ps2bO4urpS+MBcbCMjUV6j06ql0mpoZVX6KmI9Y0nwEffCazAYKCgoID09nZycHPz8/IiNjWXatGnGv9su/An2vgaxM6Hf/cY99s9cmrotGZorsyPzIos/P4Gfqx1r5g0i0MP+po6nVquJjY0lNjaW5uZmMjMz+emnn/jmm2+IiooiLi6OgIAAs0ZK5s6dy1133cXkyZMJCwuTojUSRsHiDY1MqUDp54CuUNwGe7aOlhWhMbQZ0Na319CIyS+jMu+99x5z584FoK2hkabjx/GY96Co+rrKjoIdFDUU8eeBfxblJCsIAqWlpaSlpZGRkYGjoyOxsbGMGTMGJycTrd3VVAUbF7bPZpr8DpjofQcHB5OVlWWSY1s7nx5qb5gXF+DKqgcH4u5g3O+3nZ0d8fHxxMfHU1NTQ3p6Ot988w2tra3ExsYSFxeHp6d5Gke6urpy8OBBKVojYTQs3tAAqHo40ZRSKmqDPUuL0DTW6hAEcHQTZ8q2IAh88cUXPPLII8TGxnZEZS7RdOQwtLbikDhcFH03g0EwsDJ9JSEuIYzuMdqsY+t0OtLS0khOTkar1RIbG8ucOXPw8rp6/YRREATY8ntoKIOFO8HWdAuehoeHk5qaarLjWyOCIPDmjlw+2HuasRHevH9ff+xUpk0Hubq6Mnz4cBITE7l48SJpaWmsWbMGV1dX4uPjiY6ONkvt26+jNf/973+5++67pWiNRKexCkNjG+RM46ESURvsdRiaBsswNA3VLQA4upm/hubXtTKXojK/pOHAAeT29tj362t2fTfLnvN7yK/J57XE15DLzDP1tby8nGPHjpGenk5wcDC33XYbPXv2NN9J/chyyP0eJvwT/Ez7mcXHx7N+/XqTjmFN6NsMPLMxjU3HL3DvoB68elcMNgrzTbmWyWQd60mNHz+eU6dOcezYMX744Qf69u1LfHy8yRvj/TJa8+ijj/LZZ59J0RqJTmMVhkbV4+fC4PP1ohkaG1tb5Aobi0k5NVRrAfNGaK4Xlfnlfo0HDmI/ZEjHcgfWgiAILD+5nECnQCb2nGjSsdra2sjJySE5OZmKigr69+/PI488Yv7F/S4chx9egvBJkPCIyYcbO3YsRUVF0kwnoKGllcfWHmd/Xjl/HB/GE2NCRY1MyOVywsPDCQ8Pp6qqiuTkZD788EMCAgKIj48nNDTUpP1trlRbc++995psPInuhVUYGoW7GrmjEt25ekjwFUWDTCZDZW+PTtssyvi/prHmUoTGPIamoaGBhQsXsn379qtGZS6hKyhAf+ECHg9Zdu+WK7Hn/B5yqnL4+7C/YyM3zdejrq6OlJQUjh8/joeHBwMHDiQiIsLsM04AaK6G9XPByQfuWmqyuplfcmnBxqSkJMaOHWvy8SyVsnot8z8+RnZJPW9Mj+XugYFiS7oMd3d3brvtNkaPHk1mZib79u1j27ZtDBgwgH79+uHg4GCScX8drdmyZQsrV67E0ULaZUhYLlZhaGQyGaoAJ3RF4jbYU6nV6LVaUTVcoqG6BRtbBSo703+EqampTJkyBWdnZ/Ly8vC+zqylxgMHAXBITDS5NmNyKTrTw6kHd/S6w+jHLykpISkpidOnTxMTE8OcOXOu+7s0KYIAX/8e6kpg/nawN1+js4iICPbv33/LGpoz5Q3MXX2UinodHz4wgDERlptaUSqV9O3bt6MpYnJyMu+99x6RkZEMGzbMZEXEc+fOZeLEiYwZM4aoqCi+/fZb+vTpY5KxJLoHltHD/wZQ+jvSWtaEQdcmngZbtcVEaBqqtTi62po0PC0IAu+//z7Dhg3jzjvvJCMj44YuwA0HD6Dq2RNVQMB197Uk9p7fS3ZVNoviFhktOiMIAoWFhaxdu5bPP/8cPz8/nnrqKe644w5xzQzAoaWQuxVuexUC4s06dN++fUlJSTHrmJbC8XPVzFh+iMaWNj5/eLBFm5lf4+/vz1133cXixYtxcXFh9erVfPXVVxQXF5tkPG9vbzIyMpg8eTJDhw5l6dKlCIJgkrEkrB+riNDAz/1oBNCXNGIbJE7vFZXazqIiNKZMN9XU1DBnzhx++uknvv76a8aPH39DrzNotTQdPYbrrJkm02YKBEFg2cllRovOCILQscZOY2MjQ4cO5e6777acjsnnjsDOlyHyTrPUzfyaYcOG8c0335h9XLHZll7CU1+monFWs2b+IHp6miZtY2rs7e0ZNWoUQ4cO5fjx43z55Zd4enqSmJhIcHCw0W+0PvjgA+666y7uvfdetm/fzqeffnrF+j2JWxsLObteH1VAe/5UX1QvmqFRqtXoLMTQNNa0EBBhmpkHR44c4YEHHsDR0ZGzZ892qo1+U3IKglaLo5Wlm/YV7SO7KptXh716U9EZg8FARkYGSUlJyOVyEhMTiYyMFH2hwMtorIQN88AloL0bsAhFqGIUBguCQHNzM42NjbS0tKDT6Tr+vdLPbW1tCIJw2SaTyX6zKRQKbG1tUalUqFSqjp9/+ZhKpWJDejX/+vEUfXu4svKBeDwcxWm5YExUKhWDBw9m4MCBpKWlsXXrVtRqNYmJiYSHhxvV2Nx+++2cOXOGsWPHMmjQID777DMGDRpktONLWD+dOnOXlZWJFiZXONsid1KiuyDeLCOl2o7menEb/EF7U73GWp3Rp2wbDAbefPNNXn31VaZPn87ChQs7vSZQw549yNRq7K3oRCMIAh+kfkCAYwCTe03u0jFaW1tJTU0lKSkJFxcXxo8fT0hIiOX10jAYYPPD0FgOC34EO3Huco1dGKzT6aiurqauro76+noaGhou+7e+vp7GxkZUKhX29vZXNR22tra4uLigUqmwsbFBJpMhl8sv+xx/bXL0en2HEWpoaKCqquoyY6Rt0bG9zJHURhd62tSQqD/Dlq9ycXJywtHR8bJ/nZ2dcXNzs5xI3g2iUCjo168fffr0IScnh/3797N7926GDRtGbGys0Qy9q6sr//3vf1myZAljxozh5Zdf5k9/+pNl3TBIiEanvjVpaWmMGzfOVFqui8rfSVRDYylFwU11egSDgIOr8e7wysvLufvuu0lPT2fHjh3ExsayYsUKgoKCCAy8sdkXgiDQsGcPDkOHIrei6bj7i/aTXZXNK0Nf6XR0xmAwkJ6ezp49e/Dy8mLatGn06NHDREqNwMG3IX8n3PG2yfvNXI/w8PBOFQYbDAaqq6uprKzs2KqqqqioqKC5uRk3NzecnZ07DIKnpyc9e/bEycmp4zFzG4UmXSuLPz9BamMZDw3vyZ/GhtDY2HCZ0WpoaKCsrIyGhgZqa2upra3F2dkZDw8P3N3d8fDwwNPTEw8PD5ydnS3PJP8CuVzesQjmmTNn2L9/PwcPHmTMmDFERETctPaamhr27NnD22+/zaJFi5g2bRrbt2/vSHlJ3Np02tCMGTNGNDes9HdEm1uFQdeG3MRdNK84vtoyioKN3YMmOTmZiRMnEhYWRmFhIfb27WvHTJkyhY0bN7Jo0aKOx65FS94p9MXFeDxq/pqMriIIAh+c/AB/R38mh9x4dEYQBE6dOsWuXbuwtbVl2rRpN2z8RKPgIOz5B8RMh/j5Yquhb9++JCcnX/G5pqYmiouLKSkpobi4mPLycmpqanBycsLDwwMPDw+8vb2JjIzsuNBb2l16Wb2WBR8nk1lcyyt3RfPAkGAA1GpbPDyuvi5dW1sbNTU1VFZWUlFRQWlpKdnZ2VRWVtLc3Iy7uzsajaajGZ6vr68oK2hfC5lMRkhICL169SI/P59du3aRlJTEuHHjCA4O7tIxBUHgm2++YejQoXh5eeHl5UVBQQHjxo0jMjKSbdu2ER9v3uJ2CcuiU4amrq6OwsJCevbsaSo916SjMLi4AdtgMzcfA1R29hYRoTFml+B169bx0EMP8fjjj/PGG29c9lxYWBhnz55ly5YtN7RwXMOePe26Ro68aV3m4sCFA2RVZvHK0FdQypU39Jpz586xc+dOtFotY8eOJSwszKLvmoH2JQ02zAf3XnDnElHqZn5NYmIi33777WXm5ZKB0Wq1HRfrqKgoNBoN7u7uVpOKySutZ97qY1Q16lgxJ55xUTc+k0mhUHSYtrCwsMuea2lpoaqqiosXL1JSUkJWVhalpaU4Ozvj5+eHr68vfn5++Pj4WITJkclk9O7dm9DQUDIyMtiyZQuenp6MGTMGX9/O9RRLSUlBp9MxZMiQjsfs7e356aefeOaZZxg5ciQrV66UGvHdwnTq7KBSqTh58qR4hubnwmBdkTiGRmmrRt+iRTAYkIl4N1hX0R4lcvbouqExGAw8++yzLF++nE8++YTp06dfcb9x48axatUqjhw5wuDBg695zIY9e1DHxlrN6tqXamduNDpTWlrK7t27KS0tZfTo0UatDTAphjbYuAC0tTBns0nXaboegiBQU1NDQUEBWq2WoqIi3nrrLQIDA/H19SUyMpKxY8fi7u5u+SbxKvx0uoJFn6agVir4atEQYgOMd66ytbXtMHr9+vUD2r/L5eXlHabwkslxcXEhKCiI4OBggoODRW1MJ5PJiI2NJSoqipSUFNatW0dwcDCjR4/G3f36/Y8upZoefPDBK37n3njjDQYOHMi8efNITU3l9ddft47vpoRR6ZShiYqKIisri0mTJqESoaV9e2GwCr1IdTSqn+tC9C1aVHbXT8GYirpKLWoHZZeb6tXV1TF9+nTS09M5duwY4eHhV91XoVAwY8YMVq5cSWBgIH5+flfcr7Wigua0NDyfeLxLmsTgwIUDZFZm8n9D/++a0Zmamhr27t1Lfn4+iYmJzJw502oiBQDs/juc3d/eCVgTbfbhq6urKSgooLCwkIKCAtra2ggODu6IvERHRzNt2jSz6zIFG1OKeHZTGsEeDqyeN5AAN9OfJ+RyORqNBo1Gc5nJKS0tpbCwkIyMDLZu3Yqjo2OHuQkKChLF4CgUCgYNGkTfvn05dOgQK1euJDo6mpEjR15Vz69TTVdjxowZREdHM3r0aFJTU1m/fn2nJzVIWDedOiv36dOH1NRUcnNziY2NNZWma6Lyd0RXLI6hsbG9ZGhaxDU0Fc04e3YtOpOfn8/48eNxcXHhzJkzN1Qb4+bmxqRJk9iwYQMPP/zwFafZNuzbB4KA02jzrk7dVQRBYFnqMvwd/bkz5M4r7qPX60lKSuLo0aMMHDiQJ554wiLC+J0iZ2t7IXD/B6Df/WYZsrm5mfz8fE6fPk1BQQGtra0dF9LExEQ8PDw6oi8DBw5k+/btVm9oBEHg3V35vLMzjyG9PFg+ZwAudjeWwjQFcrm8I5IzePDgDoNTUFBAWloa3333HU5OTgQFBREaGkqvXr1QKs2nV6VSMXLkSOLj4zlw4ADLli1j+PDhDBo06DeRlSulmq7GpWLkoUOH0rdvX3788UdCQkJM9TYkLIxOGZqgoCCcnZ1JS0sTzdAofR3Q5lUjtBqQ2Zg3pKhQtv+62lr1Zh3319RVNOMZ0Pm0wa5du5g6dSqTJ09m3bp1nXptdHQ0hYWFbNy4kXvvvfc3J536PXuw8fXFNiKi07rE4MCFA2RUZvC3IX+7YnQmLy+P7du34+Pjw6JFi8y/YKQxqDwNmx8B374w8U2TDlVVVUVeXh65ubkUFxcTHBxMaGjobwzMrxk/fjxLly41qTZTo2s18PzmdDakFDGtvz//nBaHysznpuvxS4MzZMgQDAYDFy9e5OzZsxw+fJhNmzbRs2dPwsLCCAsLM1v0xsHBgQkTJhAfH8+2bds4ceIEkyZNIigoCLh+qulK2Nvbk5qayn333Ue/fv3YvHnzLbvExq1GpwyNXC4nLi6uo/upqRYnuxZKHwcwCOjLmsy+8raNTfuFr00vnqERDAL1VVp69b166PU3rxEElixZwgsvvMBrr73Gk08+2aWxb7/9dj777DN27dp1WedgQ0sLjUk/4fK7u6yi7sEgGHjvxHsEOAYwJXTKZc9VV1ezfft2KisrueOOO6z37k7XBF89AHIFzPoElMbvWXThwgVyc3PJy8ujqamJsLAwBg8e3Km7/alTp/LUU0/R3NyMnZ2dUTWag9pmPY+tTSEpv5Inx/bmqXG9reI7IJfL8fPzw8/Pj2HDhtHc3MypU6fIy8vjhx9+wMvLi7CwMMLDw/Hy8jL5e/L09OT+++8nOzubTZs2ERQUxLhx424o1XQ11q1bx3/+8x+mTJnCa6+9xuLFi63is5HoOp0uBIiJieHgwYNkZWUxcOBAU2i6JkrfdhOlL2k0u6FR/HySbhXR0DTWtmBoFXD2vLGTv06nY+HChXz77bds27aNESNGdHlshULBzJkzWblyJRqNhri4OACajhxBaG62mnTTD4U/kFOVw2uJr3VEZ36ZXho6dKj11cn8EkGA7/4ApZkwewO4BRnpsO3rUqWnp5Obm4uDgwNhYWFMmTIFf3//Ll0sfHx88PHx4fvvv79qYbqlcq6yiflrjlFQ0cibM+KYGW/B/Yeug52dHXFxccTFxdHW1kZBQQF5eXmsW7cOmUxGZGQkcXFxaDQak5kCmUxGVFQUoaGh7N+/n/fffx87O7ubmrX01FNP0b9/f+666y6OHz/Ohx9+KEr9p4R56PQZW6PR4OnpSUZGhiiGxsbDDmzk6C82mn1shbL9iyBmhKauon3a+I3U0NTX1zNp0iTOnz9PdnY2Pj4+Nz2+vb0999xzD2vWrMHDwwN/f3/q9+xBZm+PfULCTR/f1LQaWll6YimhrqFM6jmpY82l7du34+fnZ73ppV+SvArSvoBRz0Hvm2+EWVZWRlpaGunp6djZ2REbG8uCBQtwczPO0huX0g3WZGiSC6p4+NMU2gwCny5IYEjI1fvKWBsKhYKQkBBCQkKYMGECpaWlZGZm8sUXX6BSqYiNjSU2NtZkayldWk4hJSUFFxcXPvzwQyZNmtTl/jUjRowgMzOTIUOGMHbsWL7//nucnMSb6SdhOjptaGQyGTExMezdu5e6ujqzV5HLFDKUGnv0JWIYGvFTTv+bsn3tCM2lqcVKpZK8vDyj3pV4e3tz55138uWXX7Jw4UIa9u7DYegQ5FZQMPvt6W8pqCvgP6P+Q0N9A1u3bqWqqoo777yTXr16iS3v5ilKge3PQuh4GPGXLh+mrq6O9PR00tPTaW5uJjY2lvvuuw+NxvgrQ9922228++67Rj+uqdh8oohnNqTj72bHR3Pj6eUl3nRoUyOTyTqiaGPGjOH8+fOkpaWxYsUKvL29O6ZiGztduH//fvr06cPtt99OTk4OX3/9NYGBgUyYMOGGJjL8Gj8/P06dOkV8fDyDBw9mz5494q92L2F0uhRTj46OZu/evWRlZV23N4kpUPo4oM2tMvu4l2poWvU6s499ibqKZpCBk/vVIzSnT59mxIgRhIeHs3PnTpP0Y4iIiKCsrIyt779P35ISnB7/vdHHMDa6Nh3LTi4j2iMa1wpXVny1gkGDBnH33XejUJi/87TRaaxsr5tx8oFpK6CTn7teryczM5OTJ09y8eJFIiMjmTBhAkFBQSatPfjd737H4sWLRavLu1EMBoF3dubx3u58Enq68985A3C1v3XSFzKZjMDAwA5jkZ+fT3p6Oj/++CM9e/akT58+hIWF3fT5prq6moyMDH7/+993pLtCQ0PZs2cPy5YtY+LEiURFRXX6uCqVitTUVMaNG0f//v3Zv39/97iJkeigS4bGy8sLjUZDRkaGOIbG14GmlFLa6nUonMx3QumI0Ig4y6muUoujqy0K5ZVPGidOnGDs2LFMnDiRtWvXmlTL8OHD2f/55wgyGQ5W0B14Q94GShpLGNE8guQLyTzwwAMmiTiIgqENNs7/edHJH8D++s3KLlFVVcWxY8c4efIkAQEBDBo0iN69e5uthuhSG//vv/+emTNnmmXMzqLVt/Gn9SfZmlbCzAEB/GNqrMXNZDInNjY2REREEBERgVarJTs7m6SkJLZt28aAAQPo379/l2dK7dmzh4SEhMvMrVKp5LbbbiMyMpItW7Z09EPrbLRGLpeze/du7rvvPuLj49m9ezd9+4q7ppmE8ejyNzImJoaioiKqq6uNqeeG+GVhsDmxlJST01U6BO/evZsRI0awYMECk5sZaL9jCzhfRK2fH8fy8kw+3s3QqGvkg+MfoNFpSOyRyMKFC7uPmQHY8xqc2Qt3/PuGFp00GAzk5OTw2Wef8dFHH6FQKHjooYe47777iIyMNHtB9KV+NJZIeX0L96w4zNa0Ep6ZEMG/ZljetGwxUavV9OvXjwULFnDPPfdQW1vL0qVL2bhxI4WFhQiCcMPHunjxImfOnLnqjXKPHj1YtGgRTk5OLFu2jKysrC5pXrduHfPmzWP48NKqr74AACAASURBVOHs+XnJFgnrp8tnrZiYGHbt2kVmZiaJiYnG1HRdlD7/MzTqMOMUJt4ICguYtl1XoSUg4rfv+csvv2T+/Pk3NS27s7ScPYsuP5/AP/6BLw4dwsvLi969e5tl7M5QW1vLC9+8QK2hlv8b/n+MihgltiTjkv0dHPg39JvT3kDvGjQ0NHD8+HFSUlJwdnYmPj6ee+65R/QZXePHj2fJkiWiargSORfrWPBxMpWNLSy/vz8TYjq3/tCthq+vL3feeSfjx4/n5MmTfPvttygUCuLj44mLi7tuY8rdu3czfPjwa+6nVCq5/fbbiYqKuqlozVtvvUWPHj2YPHkyq1evZtasWZ16vYTl0eWzmJubG/7+/mRkZJjd0CgclMidVWaf6WSjEnfatr6ljcaaFly9L//ivvvuuzz//PNm/1LW/7gTAO8772SmXs+XX37JvHnz8PT0NJuGayEIAidOnGDb7m0c0xxjuP9wxkZ0swZb5bntzfP8+sOkf191t7KyMpKSksjLyyMyMpJ77rmn04sDmpKpU6fyxBNPUFtbazGzzPbklvHEuhPYqxSsXzTUqGsydXfUajUJCQkMGjSIs2fPkpyczO7du+nTpw9Dhgy54mdcWFhIeXn5DZ/DLkVrdu/e3eXamqeeego/Pz/mz59PaWkpTzzxRKdeL2FZ3NRtWUxMDDt27KCiosLsFzGlxh59WZNZx5T/fBdraG0167iXqC1vf7+umnZDIwgCzz33HMuWLeP777+/qR4zXaH+hx9Qx8Wh9PUlkPaFLL/44gsWLFggepO0hoYGtmzZQkNDA4rBCppON7G4/2JRNRkdbS18Mbu9ad7dn16xed758+c5ePAgxcXFJCQkMGHCBNE/myvh5eVFSEgI69at49FHHxVbDh8nneWV77KI8HHmowfj8XWxvN+ZNSCTyejVqxe9evWirq6Ow4cPs3z5ciIiIhg2bFjHdUMQBHbu3Mno0aM7FS38dbQmOzubO+6444rLs1yNWbNm4ePjw5133klJSQn/+Mc/pAZ8VspNJYIvueHs7GyjiOkMSi97WsubEAw3np+9WeTy9pkwgmAw25i/pKa0fcq2q8YOg8HAI488wsqVKzl8+LDZzYy+uBhtRgZO4//X56Rfv36EhISwceNGDAZxfkcAZ86cYcWKFfj4+DDt/mlsKtzE7cG3E+FuHcsy3BAGQ3tkpvoszFwDLgEdTwmCQH5+Ph9//DGbNm0iNDSUxYsXk5iYaJFm5hK33XYbmzdvFlVDa5uBv275f/bOOyqqO/3DzxR6VYoUESmC2LH3FnsBFRQsWLBHsyn72yRmS7LZTXZjNibqaowajIq0iIq9YO8NERWkqAgK0tvQYeb3B4HVUAdmBlSeczzJmVu+78Dl3s99632+OBTJ6M7t+HXFoFYxoyD09fUZN24cf/jDHzA0NGTHjh0EBQWRlJREdHQ0paWljR6pU+mt0dTUZOvWrTx//lyu44cPH86VK1f46aefWLFihVx5P620HJrkoTEwMMDS0pKoqCiGDRumKJsahNhUG1mJlPLcYsSGim3rXhuVqr25HtbZKRUeGj0jTZYuXcqhQ4cICwujQ4cOKrclL7Qi3KT/0ggEqBiPsGfPHkJDQxk3bpxKbZJKpZw/f56wsDCmTZuGnZ0da2+upbi8mFW9Wn5ZuVxc+Baij8LEtdBxCFDx/aOiorh06RJSqZQhQ4bQrVs3pZTtKwMvLy9GjhxJeXl5s5TR5xaV8p7fHc7HpLF0mA2fTnRCJGx9U1c0WlpajBgxgkGDBhEWFkZAQABFRUVNfoaoqakxefJkHjx4gJ+fH0OHDmXgwIEN9rZ07dqVO3fu0LdvX8rLy9m6detr87fTSgVNzgR0cnIiNDSU7OxspXWOrAm13/JIylIKVCdofru4VekVepnslAJ0DDVYunwxJ06cIDw8HAsLi2axJffkSTQcHFD/XfdOoVCIu7s727dvx9TUVGUlkbm5uQQHByMSiVi+fDm6urq8yH9B4MNAXOxcsDGwUYkdKiH6OJz7GnrOhv7LkEql3Lt3jwsXLqCtrc3IkSNxcHB47dzmffr0QU9Pj6NHjzJ1as0T0JVFfHo+S3bdIj49n6+nd2fOANW/JLxtVHYEVlNT48qVK4SHhxMdHc3IkSOxs7Nr9PXbtWtXLCws2Lt3L/Hx8bi6ujY4YbhDhw6Eh4fj7OzMokWL2LFjR6uoeY1o8m/KyckJUH3YSWxa4QYuTS1U2ZoCQaWgaR4PTVZKPs/TH3Py5Enu3r3bbGKmLD2dwtth6P3OO1OJlpYWnp6enDp1imfPnindnpiYGLZu3YqdnR3z5s2r6n+x5e4WpEhZ2bP5czIURnoc7FsK5j2RTV5HTGwsP/30E7dv32bq1Kl4e3vj6Oj42omZSkaMGEFAQIBK17wSl47rpsukS4rZvXhAq5hRITKZjGvXrjFlyhRWrVrFoEGDOH78OLt27WrSvaNNmzZ4e3tjZGTETz/9REJCQoOPtbCw4O7du5w4cQIvLy/Ky8sbbUcrqqXJHhojIyNMTU2Jiopi0KBBirCpQYh01RHqiClTYWJwlYemGXJoysrKeP44nUfPooiIiGjWtt15p8+ATIZeHSElExMTXFxcCAoKYsmSJUoZkVFeXk5oaCiRkZHMmjXrldDb4+zH7I/bz+zOs7HQbR7hp3CK8yBgDojUeD5sLSd8K1z177zzzmvpkakJDw8PVq1SXXhw99V4vjgUiZ2JDtvn96ODkfxt9VtpPPHx8QgEAjp27IhAIKBr1644OTkRHh5OUFAQ7du3Z/To0Y0qOhGJRIwbN46OHTsSFBTEgAEDGDp0aIP+TszMzIiIiKBXr17MnTuXPXv2vBndxN9wFOJLc3JyIiEhAYlEoojTNRixiWornQS/xdNV7aGRSqV4L1iKmlCDxSu9mn0GSd7Jk6hZd0DDoe6eM46OjvTv35/AwEBKFVzqnpWVhY+PD5mZmSxfvrxaHtH3Yd+jLdZmWY9lCl232fgtCViWEcdpo/n8evIavXv3ZsWKFa+1R+b3TJ48mdzcXMLDw5W6Tmm5lD/vv8dfQx4w0sGE4JWDW8VMM3Dz5k369ev3yvUrFArp3bs37733HpaWluzYsYODBw+Sm5vbqDUcHBxYtmwZcXFx+Pr6Nvg5ZWpqSkREBBcuXGD+/PnNWujQSsNQiKCprHZ6+PChIk7XYNRMKwSNqjLSK//oVJkBL5VKWbhwIZF34gCwtDVR2do1UZ6TQ/716+iPG9egh+iQIUNo27Ythw4dUtjP7cmTJ/z8889069YNT0/PavHxWy9ucS7xHIu7L6atZsNHALRkCkO/hoeHOac2Gp2uE1i9ejW9evV64+L7ampqDBgwgF27diltjcz8EuZtv86e6wmsGGHH1vl90dNUU9p6rdRMbm4uT548oUePHjVuV1NTY8iQIaxevRptbW22bNnCyZMnKSiQ/yVWX1+fBQsWYGFhwfbt20lOTm7QccbGxoSHh3P69GkWLVrUKmpaOAq5G5qamtK2bdtmyKPRRlZYhlSimkZ3gsqybRVd1FKplCVLlnDixAn++9024H89aJqLvLNnoays1vyZ3yMQCHBxcSE9PZ1Lly41aW2ZTMaNGzcIDg7Gzc2NQYMGVRNVMpmMdbfXYaptylynuU1aryVQWlrK3V+/QfPKt7wwHc7gj3wZOHBgs3f2VSbTp0/nxIkTSjl3TEoerpsucScxm+89evLpxM6tlUzNRFhYGN26dau3e7CWlhZjxoxh5cqVFBcXs2nTJm7evCm3uBAKhbzzzjuMGzcOX19f7t+/36DjTE1NCQ8P59ixYyxdurS1pLsFoxBBUzkR9cmTJxQWqi5Jt7LSSVVhpyoPjQoEjUwmY+XKlRw+fJg7d+4gK1JDKBSgX8scJ1WRd/wEYnNzNOXoF6Gmpoanpye3b99udCihvLycw4cPc+vWLby9vbGxqblq6eTTk9xLv8fqXqvREr++/UNkMhkPHz7Ef+Pf6RK1Dmm77pgtCURDjoZhrytz5szh0aNHvHjxQqHnDY1MYfqmyxSVSglcNpDpzu3rP6gVpVBeXk5YWBj9+vVr8DF6enpMnTqV+fPnc//+fbZv396oxOEuXbrg5eVFaGgop0+fbpBAMTMzIzw8nEOHDrX2qWnBKMxf7eTkhFQqJUaFQwrFJhUPrLJ01YioSvd+UYHyRy78+c9/Zu/evdy6dQsLCwuyUwvQN9FCKGq+EEN5djaSy5fRnzhR7pwNfX195s2bR2hoqNzXSH5+Prt27SI/P5/FixfTtm3NYaTS8lLWh63H3tAeFzsXudZoSWRkZODn58elU4eZLTuAmpY+ojmBoP525Hi0adMGJycndu7cqZDzyWQyfjz3iKW7b2FrosvB1UNw7qC6GXCtVCc6Opq2bds2Kh+wXbt2LFy4kIEDBxIUFERISAj5+fLdk83MzFi6dCkJCQkEBgZSXFxc7zEWFhbcunWLvXv38pe//EVuu1tRPgp7OlpYWKCjo6NSQSMy0ACxgLKMItUs+NtD/PZh5XYz3bBhA5s2beLChQtVya5Zyfm0MWvmcFNoKJSWoj9pUqOONzY2xtPTk5CQkAa/Wb148YJt27ZhbW2Nh4dHne7poJggEvMS+ajPR4iEr19FQklJCadPn+bnn3/GxroDiw0uolaQAh6+YGDZ3OapFBcXF4KDg5t8nqLScj4Kuss3xx8yubs5QctbO/+2BG7evEnfvn0bfbxAIKBHjx6sWrUKTU1NNm/ezI0bN+QKQ+no6DB//nx0dXX5+eefyczMrPeYDh06cOHCBTZu3MjGjRsbbX8rykFhgkYoFOLg4EBcXBxlKpp1JBAKELfVVJmHphLb3g13k8pLYGAgn332GYcOHaJr164AlJdKyU4tpK25jtLWbQi5R4+h1qEDml3lGwD3Mu3bt2fatGkEBASQlpZW576RkZHs3r2bMWPGMHr06Dq9Qnklefx09ycGmA1gqKVqh6U2FZlMRlRUFJs3byY7O5sVK1YwWHIUweNzMHkddBjQ3CaqnHfffZeIiAi5W9i/TGpuEZ5br7H/znP+ONaBjbOd0VJ//YTum0ZaWhrp6elVPcyagoaGBuPHj2fBggVERkaybds2EhMTG3y8SCRiypQp9OvXDx8fHx4/flzvMV27duXw4cOsWbOGoKCgppjfioJRaPzC0dGR4uJiuZoYNRWxkRZlGSoSNL/FTc3sHJRy+jNnzuDt7Y2Pj88rs5myUytmVrW1aD5BU5aRQf61a+hPkj/c9Hs6derE2LFj2bNnT42lmDKZjHPnznHy5EnmzZtHt27d6j3njvs7yCrO4sO+H75WJcwSiYSgoCDOnDmDq6srbm5u6D86BNc2w4CV0NuruU1sFtq1a4ezszObN29u1PERz7Jx+e9lYlLy2DKvD++90+m1ui7eZG7duoWzs7NC+7qYmpqyYMECBg8ezK+//srRo0cpKSlp8PH9+vXDzc2Nffv2cePGjXr3Hz58OD///DOLFi3i7NmzTTG9FQWiUEFja2uLSCQiOjpakaetkwpBU6SScQRViWBKuC/euXMHV1dXvv76a2bNmvXKtsykivhwcwqa3BMnQCptdLjp9/Ts2ZN+/frh6+v7SiK5VCrl4MGDxMbGsmTJEszNzes9V0p+CrsjdzPJZhJdjboqxD5lI5PJuHfvHlu2bMHY2Jjly5dXJDon3oDDH4DtSBj3z+Y2s1mZN29eo8JOwbef4b7lKiKhgL0rBjOhm5kSrGulMZSUlBAREUGfPn0Ufm6BQED37t1ZuXIlJSUlbNmyhfj4+AYfb2Njw+LFi7l58yahoaH1Jv56eHjw1Vdf4eLiwp07d5pofSuKQKG1n+rq6tja2hITE8OECRNU8kYkNtaCMinluSWIDesu/2sqlRd45QgERfHo0SNGjx7NihUreP/996ttz0zORyBo3pLtvKPH0Ohkj6aD4rxTgwcPRiKR4O/vj5dXhSdi7969lJeXs2DBAtTV1Rt0ns13N1MuK+c95/cUZpsykUgkHDlyhIyMDObMmfO/ERY5zyFgLuhbgvsOEL25pdkNwdvbm48//piIiIhae5W8TGm5lK+PRrHjcjyDbI3YNLc3bXUadg2pEplMRkFBARKJhLy8PIqLiykuLqakpISSkpJX/r+kpASpVIpMJqv6r0AgeOWfWCxGXV39lX8aGhpV/6+lpYWenh56enqoq6s3q6fq4cOHWFlZYWBgoLQ1tLS0mDZtGtHR0ezbt4/OnTszZsyYBt1P2rRpw6JFi/Dz8+PgwYNMmTKlTk/SBx98QGJiIu+88w63bt3C1tZWkV+lFTlR+B3TwcGB2NhY0tLSVNLRVvxbGXNZRqEKBY3ibggpKSkMHz6cSZMm8e2339a4T2ZSPgam2ojVmif+X/riBQW3b2P83mqFnlcgEDBu3Dj2799PUFAQRUVFtG3bFhcXlwa7o2OzYjkQd4C5TnNpr9eyy3BlMhn379/nxIkTODs74+bm9r9+MqWFFWMNSgthwSHQfjMaAjaFyqnMmzZt4qeffqpz38z8ElbtCePq4wy8h9jw2aTOiJupIrCkpITMzEwyMjLIyMggLy+PvLy8KgEjkUjQ0NBAT08PXV1dNDU1XxEjWlpaGBgYVIkSkUhUJV4qkclkVf/KyspeEULFxcXk5uZWCaLCwsIqG4CqdSv/a2BggJGREUZGRhgaGiq1xX9MTAydO3dW2vlfxtHRkQ4dOnDixAm2bNmCi4sLHX83TLcmtLW1mT9/Pr/++iuBgYHMnDkTNbXaGy9+9913JCcnM3z4cMLCwpq9k/vbjFIEzZEjR4iJiVGNoDF+qXTbTrnTvitnOAkU1J01Ly+PUaNG0blzZ/bs2VPrfpnJ+c2aEJx7/DjIZOhPnKjwcwsEAkaNGsWPP/5ImzZtcHV1lav77Q9hP6Aj1mFZ95Y94qBWrwxU5GYdfA+S78JsfzBVzQ3/dWDx4sWsXr2aH3/8sdbr4kFSDst23SZNUsx3M3vi1kc1wjYvL48XL16Qnp5eJV4yMjIoLCykbdu2GBkZ0bZtW0xMTLC1tX1FRDRXY8Ti4uIqYVUprrKzs3n8+DEZGRnk5uZiaGhYZbuRkREmJiaYmZnV2wCvPsrLy3n06BETJkxQ0Lepn8Z6a9TV1fH09OTQoUPs2rWL2bNn1zmx28/Pj9GjRzNq1CiuXbuGnp6eor9KKw1A4X9VBgYGmJmZER0dzdChyq82ERlogEhFpdsKzNMpKSlh0qRJqKmpcerUqVr3KystJye1APs+zaf6c48eQ7NLFzRqaWbXFNLS0tizZw9Dhw4lOjqac+fOMXr06AYdeyP5BheeXeDDPh9iqKlcMdsUoqKiOHLkSHWvTCUXv4N7v8I7fwNHxYvG15np06ezbNkyzpw5w5gxY6ptP3g3iY/33qWNtjp7VwyiR3vlXAd5eXkkJyeTlJREcnIyycnJlJWVYW5ujrGxMaampjg5OWFkZISBgUGLTUDW0NBAQ0MDIyOjGreXlZWRlZVVJc6SkpIIDw8nNTUVAwMDzM3NMTc3x8LCQm6R8/TpU4yNjdHV1VXU12kwv/fWzJgxg/bt6xa+IpEIV1dXQkND2bFjB/PmzaszVBYaGkqvXr2YNGkSp0+fbnDIvBXFoZTXBEdHR86fP09+fj46Osr1LAiEAsRGqindruxx0NT5OTKZjCVLlpCYmEhMTEyd58tOKUAmo9k8NCXPnlEUEYHp//1R4edOTEwkMDCQsWPH0rNnT/r06YOPjw86OjoMGFB3qXK5tJy1N9dioWPBnM5zFG6bIigrK+PkyZPExsbi6elZ8w00MgTO/AO6z4KhH6neyBaOUChk4sSJbNmy5RVBUy6VsfbEQ346/5h+HduweW4fTPQUE3KWSqWkpKQQHx/P06dPSUpKqhIvFhYW9OzZk4kTJ7Zo4dJYxGIxJiYmmJi8OjNOKpWSlpZWJegePHhAamoq+vr6tG/fno4dO9KxY0cMDWsXlNHR0TgoMAdPXiq9NVFRUQQEBDB48OAax6e8jEAgYOzYsejq6uLj48PcuXNrjTwIhUJu3bpFp06dWLp0Kb/88ssbd320dJQiaDp16sT58+d59OhRg5L5moq4rRblmSoQNOUV/XWE4qYNstuwYQOHDh0iKiqqXhXf3BVOuUePAaA3QbGeg5iYGEJCQpg2bRqdOlVM7dbR0cHLywsfHx90dXWr+vDUxIG4A0RnRfPtiG/RFLe8cQAZGRns3buXtm3bsnz5cjRrGlmQdAf2LYf2/cFlY1XjxlZeZeXKlUyaNInS0lLU1NTILijhPf87XIxNx2ugNX+d0gV1ceNfMmQyGSkpKTx58oSnT5/y9OlTdHV1sba2plu3bkyYMOGNFC/yIBQKadeuXVU5PfxP5CQmJhIXF0doaChqamp07NgRa2trbGxsqjwaMpmM6Oho5sxp/pcPJycnzM3NCQ4O5smTJ0ybNq3eF+9Bgwaho6PDrl27mDVrVlXD09+jrq7O9evXcXJyYuPGjfzhD39QxldopRaUImgsLCzQ0tJSoaDRpPhJTlUFgLIo/61hoEjc+KS50NBQPvvsM44dO4aZWf3lpJlJ+QiFgmarcMo9ehStXr1Qb6+4TrUPHjzg2LFjzJ49u5rXwtDQkLlz57Jr1y60tLRqrBqQlEjYcGcDzqbOjLcerzC7FEVERAQnTpxg1KhR9OnTp+ZrMjcZ/GeDjjF47gG1lifKWgpDhgzB0NCQgIAA+o+dxrLdt0jKLuTfM7rj2b/mB0t9FBQUEBMTQ0xMDPHx8Whra9OxY0e6devGlClTmiUs8rrxssjp27cvMpmM9PR04uPjiY2N5dSpU6irq2NnZ4epqSkCgaCa56e5MDQ0ZOHChZw9e5atW7cyffr0ehOGe/Togba2NoGBgbi5udVa0WRmZkZISAgTJ06ka9euvPPOO0r4Bq3UhFIEjVAoxM7Ojri4OKRSaZNDNPUhMtRAVlyOrLAMgXbTvCd18T8PTeN+bHFxccyYMYOvvvrqlcZ5dZGZnI+BqRaiJryBNpbi2FiKHz6k3WefKeyc9+7dq2qYV5uga9euHTNnzuTXX39l3rx51XrRbL23lcyiTDa/s7lFvTWXlJRw7NgxEhMT8fLyql2wlhSAvycU54H3CdBtrYqoj+nTp7Nh33nyY03Q1RATsGwQfazlm8eUnp5OdHQ0MTExpKSkYGtri4ODAxMnTmxN4lQAlYLFxMSEfv36IZPJSEtLIzY2litXrlQ1kXR0dKRTp05KT0eoD5FIxJgxY+jYsSPBwcH07duXYcOG1fm8sre3Z9asWQQFBTFjxgzs7Oxq3G/48OF89dVXzJgxg7CwsFr3a0WxKC3V3t7envv375OSktKg5mhNQdTmt9Lt7GLUlShoqjw0jegPkpuby9ixY5k6dSoffPBBg4/LeC7BpIO+3OspgpyDB0EkQn+yYprpRUREcOrUKby8vOqtgOvYsSNTpkzBz8+PRYsWVQ2kTMxNxDfSFxc7F7oat5wmeqmpqfz6669YWlqybNmy2kOJUikcWPG/iiaz+rsgv+1IpTIMhs4jTTOFLm3U2bF4MO306/doyWQynj9/TmRkJNHR0ZSWluLg4MDQoUOxsbFptkqjtwWBQICpqSmmpqZERkYyfvx4SkpKiI6O5vjx45iamuLo6EjXrl3rzL1RNvb29ixbtox9+/YRHx/PjBkz6hS4lXPlAgMDXwmZ/54PPviAGzduMGbMGO7evYu+fvPcx98mlPYXXalI4+LilC5oxG0qkgHLs4rAQnmuYmlZ4zw05eXluLm5YWBgUGd59u8pLiwjN72ILkMt6t9ZwcikUnIOHUZ36FDEtVREyEN4eDhnzpxh/vz5DXY7Ozk5kZ+fj6+vL97e3ujq6rLu9jrEQjHv967egLC5uHfvHsePH2fs2LH06tWr7p3PfV2RCDzun60VTQ0gu6CEDwPDORudhn7aPdrnJNJOv+4quIyMDO7du0dERARCoZCuXbvi7u6OmZlZi/LovS3k5eWRmZmJg4MDIpGInj17UlZWRnx8PA8fPmTr1q2YmJjQvXt3unbtipaW6oeH6unp4eXlxcWLF9m6dSszZ86sNU8GKoZUenp6EhAQgIuLC46OjjXu5+fnR69evZg5cybHjh1TerTibUdpgkZPTw8zMzPi4uIYNmyYspYBXvLQZNU/Ar4p/C+HRr4f25o1a7h//z6PHj2S67iMZxIAjNur3h1ecOMGZS9eYPDxn5p8rrt371aJGWNjY7mO7du3LxKJhD179tBtYjdCE0J5z/k9TLWbP0wjlUo5c+YMDx48YP78+bRr167uAyKC4MK34OwFgxTbpPBN5EFSDit8b/Mip4h/TutG20wBXl7fsmnDD9UaneXn53P//n3u3btHdnY23bp1w93dHXNz81YR08zExMRgb2//SsM+sViMvb099vb2TJw4kbi4OO7du0doaCg2NjZ0794dBwcHlXrRhEIhI0aMwNLSkqCgIEaPHk3v3r1r3d/Kyoo5c+bg5+eHq6trrRVcly5dwt7enjVr1vDNN98oy/xWUKKggQpX3pUrVygqKqq5ykNBCLXFCNSEFR4aJVLloZEj5OTn58eWLVu4efNmnY2ZaiItsaKzp7GV6hMUcw6EINTVRbeBPWFqIyIigtOnTzdKzFQyYsQIcvNy+dvZv2Gmbcb8LvObZJMiKC4uZt++fRQXF7N06dL6f7eJNyBkNVgPrZig3fqQrZN9Yc9Ys+8ebbTVCVw+iN4d2gDW6Ovrs2PHDpYtW4ZUKiU2Npbbt2+TkJCAo6MjI0eOxNbWtvVNuAURExNT54BZkUiEo6Mjjo6OFBUVERUVxa1btzh06BBdunShX79+DSqgUBT29vYsWrQIf39/UlJSGD9+fK3Xk6WlJbNnz8bf35/p06djb29fbR9dRHPaKQAAIABJREFUXV3Onj1L//796dmzZ4uo9HpTUbqguXTpEk+ePFHIqPjaEAgEiNpoKt9DU14ONNxDc+vWLZYuXcrOnTtrdUnWRfozCVp6amjrq7ZBk7SwkLyTJ9GbNBFhE4To/fv3q3JmGitmoOL3W+JQQuq1VFyLXREr97Ktl8zMTPz9/enYsSMTJkyov1V8dkLFWAN9C/DYDeLWhlu1UVIm5Z9HItl19SkDbduycXbvV/rLLFq0iM2bN+Pk5MTt27fR1dWlb9++uLu7tzYya4HIZDISExOZMmVKg/bX1NTE2dkZZ2dncnNzCQ8Px9/fH319ffr160eXLl1U4rUxMjJiyZIlBAcH4+vri7u7e60vLe3bt68KP9VW/eTk5MSOHTtYsGABjo6OShnO2YqCp23/HisrK9TV1YmLi1PmMkBFHk15trI9NKVAwzw0aWlpTJw4kdWrV+Pu7t6o9dIT8zC20lO5yzwv9DTSggIMXFwafY6oqCiOHz/OvHnzmjwCQ1IiYWP4Rnqa9KS7Wnd+/fXXKnGpah4/foyPjw/9+/dn8uTJ9YuZohzw84CyEpgT1DqjqQ5e5BThufUqu64+ZdlwW3wXD6gSMzKZjISEBOzs7IiNjeXu3bt4eHiwZMkSevXq1SpmWig5OTmIRKJGVZHp6+szfPhw3n//fYYMGUJERATff/89oaGhZGVlKcHaV9HU1GT27NmYmZmxfft2UlNTa93XysqKWbNmVfW2qQl3d3dWr17NhAkTSE9PV5bZbzVKFTQikQgbGxu5c0catZYqPDQNzKGRSqV4eHjg4ODQ6JhpeZmUzOR8jNs3Q7jp4EHEFuZo9+3bqOOfPHnCkSNHmDt3bv15JQ1g271tZBZl8mn/T3F3d0cgEFRN5VYVMpmM69evs3//ftzd3enXr1/9B5WXQtACSI8Bj11g0nxdUls61x5nMGXjJR6+yGPTnN58NskJsUhIeXk5d+7cYcuWLRw8eBA7OzvGjx/PxYsXlV5s0ErTSUpKenVuWSMQCoV07tyZefPm4e3tTXl5Odu2bcPPz4/4+PiqocHKQCgUMm7cOEaMGMHOnTuJjo6udV9ra2vc3d3Zu3cvycnJNe7zzTff0KlTJzw9Pas6z7eiOJQeaLa1tSU7O1vpilpkqIGssAxpUZnS1miooPnPf/5TFW5pLFkvCpCWyVSeP1OWlkb+5csYTHVp1BDO5ORk9u7dW5WQ2VQS8xLZHbkbFzsXuhl3QyQSMXPmTKRSKfv27VPJTUEqlXL48GHCwsLw9vZu0MReZDI48kd4fBamrgfbkUq28vVEJpOx/eJj5m6/jr6WmJBVQ5jcw5ySkhKuXbvGhg0buH//PuPGjWPVqlUMHDiQzz77jCNHjiCRSJrb/FbqITk5WaHC08jIiPHjx/Phhx/SuXNnDh8+jI+PD9HR0UoVNj179mT27NkcOXKEK1eu1LqfjY0NU6ZMwd/fn8zMzBr3CQ0NJSIigu+++05Z5r61qETQALW64RSF2PC30u3cEqWtUVZS4QES1zGQ7fr16/z9739n//79cicBv0z6s98SglVc4ZRz5AhIpRi4yh9uyszMxM/PjylTpjTsod8Avr/9fbUy7UpRU1JSwv79+5UqakpLSwkKCiI7Oxtvb2/atGlgM7fL6yFsJwz7P3CepzT7Xmfyi8t4z/8O/zwSxRgnU0JWDaG9vpjz58+zfv16EhIS8PDwwMvLCzs7u6rQa9++fbG1tWX9+vXN/A1aqQ9FC5pK1NTU6N27N++++y4DBw7k3Llz/Pjjj0RERCjtftC+fXuWLFlCeHg4J06cqFVAOTk5MXz4cHx9fWsU3dra2uzbt48vvviCGzduKMXWtxWlC5rK6aqPHz9W6jqi3xJny3OUF3YqLarI0VHTqDlRNjs7G1dXV1avXs2QIUOatFZ6ogSxmlDlIw9yQg6i2b07GrW09a4NiUSCr68vI0aMUFgC+M0XNzn19BSLuy2uVqYtFovx8PCgoKCAAwcOKOUmVlhYiK+vL2pqasyZM6fhk4Uf7IfQz6GbG4z6s8LtehN4nCZh+ubLHL2XzCcTOvOtqwNXL5xlw4YNZGdns2jRImbNmlVruGLlypX4+Pio2OpW5EEmkykk5FQXlX2Gli1bxvjx4wkLC2Pjxo3cvHmTsjLFe+v19fVZtGgRz58/Z//+/bWGvfv27UuPHj3Ys2cPxcXVn0lDhw5l1apVuLq6kp2drXA731aULmgEAgE2NjY8efJEubFOfeV7aEp/89Co1fBgk8lkeHl5YWlpqZBeA+nP8mhrqYtQqLqE4KKYGIqjouROBi4uLmbPnj306NGDvo3Mu/k9pdJSvr7+NZa6lizouqDGfcRiMZ6enkgkEg4ePKjQ6ys3N5dffvkFc3NzZsyYUX/ybyWJNyoGTloNBNfN0Fo+XI2TD17g+t/LpEtK2DavF53KnrBlyxbKy8tZsWIFrq6u9VbFLVmyhKysLA4fPqwiq1uRl6YkBMuLQCDAzs6OhQsXMmPGDOLi4ti4cSN37txR+MuOlpYWXl5eFBcX4+/vT0lJzc+cyp42gYGBNYqrtWvXYm5uzvz585X6bHybUMnd1tbWlvz8fNLS0pS2RpWHRpmCpg4PzaZNm7hy5QqnT59u8joymYz0RInK82dyDx4EsViuUQdlZWUEBgZiaWnJiBEjFGZLwMMA4rLj+Ljfx3VO01ZTU8PT05Ps7GwOHTqkkBtDeno6Pj4+9OjRg/Hjxze8yizzScXASX0L8PRrHTj5O8rKpXx74iHLdt+mo7E2fxuoQdhRPwoKClixYgUTJ06sms5cH2pqaixcuJAvv/xSyVa30liSkpKaJXHbysqK2bNn4+7uzt27d/nxxx+JiopSqGhQU1PDw8MDPT09du7cSX5+frV9BAIBkyZNQlNTkwMHDtS4/pkzZ7h8+TKbN29WmG1vMyoRNDY2NgBKDTsJ1UUINMWU5yov5FSVQ/O7EtHw8HA++eQTAgICFDKTJC+jiOKCMkysVJc/IysrIyfkILrDhiFu27DSYplMxoEDB9DU1GTSpEkKKy9PL0xnc/hmhlgOYZTVqHr3V1dXZ86cOWRkZHD48OEm3biePXvGL7/8wsiRIxkyZEjDv1NhFvjNAlk5zN0LOk0fF/EmkZpXhNfPN9h09hFjbLQYVnKLkqwXLFq0CBcXl0bNufn888+Jiori8uXLSrC4laaSnJys1HBTfVhZWbFgwQLGjRvH+fPn+fnnn4mPj1fY+YVCIS4uLtja2rJjx44aQ0dCoZAZM2YgkUg4duxYtXuToaEhfn5+fPzxx9y9e1dhtr2tqETQGBoa0qZNG6UnBov01ZXroSkuRqyu8Ur1j0QiwcXFhYULFzJ27FiFrJMSnwuAqbXqBI3k4kXK0tIwdJvRoP1lMhnHjx9HIpEwY8YMhXZmXXdrHcXlxazpv6bBgqJS1KSnpzc6/BQbG4u/vz8uLi71z2R6mbISCPSCrPgKz4xx9W6hbzPXH2cwecMlwp5mMqFNGsM0E5nrOYtZs2Y1qeGigYEBHh4e/PWvf1Wgta0oCmUlBMuDQCCgU6dOLF++nP79+xMSEoKvry8pKSkKO/8777xDv3798PHxqfG8laHxhIQELl26VG37+PHjWbBgAVOnTm2t3GsiKgvw29raEh8fr9TeISIDFQial/JnZDIZixcvRl9fn02bNilsndSneQjFAowsVRdyyg4ORmRsjG4Dw0a3bt3iyZMneHp6KrRzZ1hKGIceH2Jh14VY61vLdayGhgZz584lOzubkJAQuWLnUVFRhISE4OnpWetMlhqRyeDQ+xB/EVw3gfVguWx+k5FKZWw5/4g5264hLS5gjslz/s9tKPPnz8fS0lIha3z55Zdcv36d+/fvK+R8rSgGVSQEy4NAIKBHjx6sXr2aTp06sWvXLo4dO0ZRkWKasQ4YMIBx48axe/dukpKSqm3X1NRk7ty53L59m8jIyGrbN2/ejJ6eHkuXLlWIPW8rKhM0NjY2FBcX19pwSBGI9DWQKjPkVFyEmvr/BE1AQAAnTpzgzJkzCl0nNT4X4/Z6iMSq+fWUpacjOXceA1cXBL8b+lcTT5484fz583h6eip0RleZtIyvr3+NmY4ZS7ovadQ5Kj01ubm5Da5+evDgQVUjQCsrK/kWPPcvuOsHIz+DHrMaZfObSE5BKUt23uDfxx7SUS2Hb8ca85f3vLG3t1do52sLCwsmT57Mn//cWk3WksjNzUUoFKokIVgeRCIRAwYMYNWqVZSWlrJp0ybCw8MVkl/TrVs3pkyZgp+fH8+fP6+2XU9PDw8PD44cOcKLFy+qbT979izHjh0jMDCwyba8rahM0FT2JXn69KnS1hDpq1OeV4JMqpyM8dLi4qoKp5SUFJYvX8769eub3Nr/ZaRSGWkJebRTYbgpJ+QglJVh6OZW775ZWVkEBwfj5uZG2wbm2jSUoOggorOi+VPfP6Gt1vhydTU1NWbPnk1BQUG9zffu3btXNaJBbvf47Z1w/puKPjMjPm60vW8aEc+yGffdac5FpzHduoz9/zeF0cMGN7xSTE6++uorTp06pdD8iFaaRk5OTsN7NjUD2trauLi44Onpyc2bN9mxY0eNIkNeOnfujIuLC35+fiQmJlbbbm5uzqRJkwgICKiWSGxqasr333/PsmXLFBYSe9tQmaDR1dXFyMhI6YIGKUglpUo5f2lxEWINDWQyGd7e3vTo0YMFC2ouKW4s2S8KKC0ux7Sj/EmSjUEmk5EdHIyWs3O9vWcqyxSHDx9eleitKDIKM/jvnf8y0HwgY62bnotUWf1UXFxMcHBwjaHOe/fucfLkSby8vOSf5htzEg5/CPZjYMoPrdOzqbiWtoQ+YPqmSxQWFbNphh3fr3RtVMKvPHTq1IkRI0a05tK0IPLy8lqcd6YmLC0tWbx4MT179sTX15ejR482OQzl4ODAtGnTCAgIqFHUdO3alR49ehAUFFTtvrRo0SK6d+/O4sWLW0u5G4FKm2RYW1uTkJCgtE6O/yvdVk7YqbS4CDUNTQICArhy5QpHjx5V+BqpTysTglUjaArvhFPy+DGG7nV7Z2QyGfv378fKyqphc4zkZH3YegrLCuVKBK6PyuZ7ZWVl1WY/3b9/v0rMyO1hex4Gvy4As24wcyeI6g/TvenkFZYw97+n+HdoPN1N1Tm7ZjwT+yumwWJD+Oc//8n+/fuV2hqilYaTl5eHrq7q59A1BqFQSJ8+fXj33XcpLy/nxx9/JDY2tknn7NSpE9OnTycgIIBnz55V2z5q1Ci0tLQ4evRoNeFy+PBhLl++TFBQUJNseBtRuaApKiqqc2ppUxDqVggaab5yPDQlBYUgErF8+XJ++OEHpbx5psbnoqYhwtBMNR2Cs4P3ItDWRn/ChDr3O3v2LIWFhQotz67kbtpd9sftx6uLF7aG8nUorg+xWMysWbOQyWQEBQVRVlZGZGRk4yeBZz6pKM/WMYY5v4LG63HTViY3HiYw6uujXH1ewqrhHdj3/liMdFXbg6dPnz44OzvzxRdfqHTdVmrmdfHQvIy2tjZTp05l2rRpHD16lJCQkCZ5a+zt7Zk2bRr+/v7VEoUFAgHTp08nMTGRmzdvvrLN0NCQdevWtYaeGoFKBU2HDh0A5eXRiHQq3pTLlRRyKi7I53b4XaWEmipJic/FpIOeSjoES/PzyT12HP2JExDq6NS63/3794mIiGDWrFkKz4Mol5bz1bWvMNUyZXnP5Qo9dyWVs59EIhE+Pj4cOXKEefPmyT8JvCAT9rhXTNGeGwx6TZ8k/jojlUpZG3iGOb/cpUSozu7FA/jTpO4q7W79Ml9++WWt83NaUS0SieS18dD8HhsbG1asWIFYLG6yt6ZTp05VOTW/L4jR0NBg9uzZXLhwoVpLk9bQU+NQqaAxNDREX1+fhIQEpZxfqFshaJTlocnLzuJZ8gulhJoAysukpD+X0E5F+TO5x48jKyjA0M291n2Sk5M5duwYnp6e6NQhehpLcGwwUZlR/LHvH9FRU/z5KxGJRPTp04fU1FQMDAzkT1gsLQR/T8hOhNkBYCJHafcbyLPkFGZ+s5fNdwrp3t6Qkx+NZmgnk2a1adSoUdjZ2fH55583qx2tVAia181D8zIaGhpMnjxZId4aR0dHJk+ejJ+fHxkZGa9sa9OmDW5ubgQHB1ebzt0aepIflQoagUCAtbU1T58+VYrqFGiIQCygXAmC5sWLF5QVFTFs1CilJTlmPJcgLZOpLCE4e28w6ra2aDnX3ESusLCQwMBAJk+eLH/SbEPWL8pmw50N9G3Xl4k2ExV+/pdJTk5m3759zJkzB0tLS3755ZeGv8lLyyF4ScWcJrdtYD1Iqba2ZGQyGftPXWLafy9yO0eHpcNsCFo5BDODljHmYe3atWzbtq3aw6EV1fI6hpxq4vfemsZW0jk5OTFq1Ch8fX3Jy8urtsbw4cMJDAyktPR/z67W0JP8qHxynrW1NRKJRCk3HIFAgEhHXeFVTjKZjKWLFyMUCug7YKBCz/0yqSrsEFz86BGFd+5g6DajxpwYmUxGSEgInTt3pkuXLkqx4YewH5CUSPhswGcKz8t5maysLPz9/Zk8eTK2trZMmjSJzp074+PjU/91KJPB8TXw8DBM+Bd0cVWanS2dgoIC1vy4l0/OZFGipsf2+X358+QuqIlazgDOMWPG0KtXL/70pz81tylvNW+KoIH/eWumTp1KcHAw586da1RhS+/evXF2dmbPnj3VvD39+vXD1NSUEydOvPJ5a+hJPlR+J1J2Ho1QVw2pRLHdggMCAgi/fQsADW3lhUVS4nPR0lNDz0j5b7vZwftALMbAteYH9I0bN8jLy1PYOIffE5YSRnBsMF5dvOjUppNS1oAK17evry/Dhw+vEmYCgYARI0YwZMgQduzYUWNnzyqubIQbP8Gg1TBwpdLsbOnEPHrCrG/3E5CgTVerthz7YDhjurTMHKLvv/+egICA1r40zURpaSmlpaVoaWk1tykKxd7enmXLlpGQkMDu3bureVoawrBhw+jQoUO1CdwCgYApU6bw+PFjHjx48MoxraGnhqNyQWNiYoKWlpbyBI2OmkJDTpmZmaxYsYIv/vIXADS0lVd99OJxLma2Bkr1VgBIS0rI2b8fvVEjEdcwSycpKYkLFy7g5uamlGZopeWlfHn1S8x1zFnZU3kiobi4GD8/P7p160bfvn2rbe/Tpw+TJ09mz549NQ9OvRsAp/4KXafD2H8ozc6WjFQqJeDoWWb7hHG/0JAVI+wIWj4IS8OW+7Dq06cPo0eP5sMPP2xuU95KJBIJOjo6Sr+PNQd6enrMmzePjh07snXrVuLi4uQ6XiAQMGHCBLS1tas1/dTQ0MDd3Z2jR4++4jl+OfTUGkqtG5ULGoFAgJWVVY21+YpApKum0JDTxx9/jJ2dHRPHjQGU56EplJSQnVKAma2BUs7/MnknT1GelYWhh2e1bcXFxezdu5dJkyYpvBNwJTsjd/Io5xF/HvDnJnUErouysjICAwMxNzdn5MiRte7XuXNnZs2axb59+16dBxQbCiGrwGY4TP8JFDh883VBIpHwf/8N4q8X85Gq6/LLon58OrFziwox1cb69es5efIkERERzW3KW8frnhBcH0KhkBEjRuDu7s6hQ4c4deqUXDMKhUIh06dPp6ioqFofGgsLC4YPH16tGeiiRYuwtbXlk08+Ueh3edNoljuTlZUVGRkZFBQUKPzcQl01pPmlCok33r59G39/f4KDgyn+zVYNJVT6QIV3BsDMTvmCJjsgALUOHdAZ/Gpyq0wm4/Dhw9ja2tK1a1elrJ2Yl8iWu1sY02EMI6waNghTXmQyGQcOHKiKfdf3pmhtbY2XlxenTp3i+vXr8OwWBHmBqRN47AGxRp3Hv4nEPH7KzP8cZF+SHs7WbTn2wQhGOipuxIeysbW1ZcaMGXzwwQfNbcpbx5uUP1MX1tbWLFu2jLS0NHbu3ClXu4DKpp/Pnz/nwoULr2zr378/enp6hIaGvvL5vn378PPzIywsTCH2v4k0i6Bp3749QI0DvJqKSEcdWakUWUnTpnpLpVIWLVqEh4dHxWDN/IqLVVkemhePshGKBJh2UO6NoDg2loJbt2jjMQvB77wOd+7cITU1lfHjxytlbZlMxlfXvkIsFPNp/0+VsgZAaGgoeXl5uLm5IWygZ6Vdu3YsWrSI2KtHKfllGjJd04peM5qqqThrSRw4ewOPn2/zsMiAP4y2x2/pwBZTxSQP69at4+bNm5w/f765TXmrKC0tRV1dvbnNUAk6OjrMnj0bGxsbtm/fLtfwZQ0NDebOncvdu3cJDw+v+lwgEODq6kpUVBTR0dFVn9vY2DBr1iy8vb2V1m3/dadZBI2FhQUCgaDGORdNRagtBkBaUFbPnnWzY8cOkpOT2bp1K0CVh0ZdSTk0yY9yMOmgh1hdOQP8KskKDEKgpobB9OmvfJ6amsrp06dxd3dHrQETtxvDifgTXE66zHvO79FORzkJpREREURGRuLh4YFYLJbrWENhIXOkeymXyjhtvgqpTvP2VVE15eXl/HXHMf7vRAoCDV12Lx7AR+McEb8GIaaaMDExwdvbmz/+8Y/NbcpbhVQqbfCLxJuAQCBg1KhRjB07Fl9f32pJvXWhq6uLp6cnp06deiUNQ0tLCzc3Nw4dOkROTk7V59u2bSMpKYlffvlFkV/hjaFZrjoNDQ1MTU2Vkkcj1PpN0BQ2XtBkZmby0Ucf8cMPP1Q9FIskFRntmrqK96CUl0lJfZqn9PwZaUEBOSEh6I0fj/il/JjS0lL27t3L2LFjMTFRzkM8tySXb25+QxejLng6Vs/dUQTPnz/nxIkTzJ49G215hWdhNvi6ISzKRrzwACmlOtX6QrzJpGfnMX1tCLujpfS1MeL4h8MZ2ql6wvjrxldffcXjx48JDg5ublPeGt42QVNJ165dmTdvHqdOneLMmTMNTnswNTXFxcWFoKAgcnNzqz63srJi4MCBryQPi8Vi1q1bx4cffkhWVpZSvsfrTLNdde3bt+f58+cKd50JFCBoPv30U2xsbJg7d27VZ4V5uahpaKKmrvh8ivRECeWlUsyVnD+Te+wY0rw82sx+VVCEhoZiZmZGz549lbb2hrANZBZl8rdBf0MkVLwXKi8vj6CgIKZOnSr/fKbSQvCfDekx4OGLWod+eHp6oqmpya5duygsLFS4vS2JSw/iGfttKPdyNPhwTCf2LB2Eqd7rF2KqCV1dXT744APWrFnT6qZXEW+roAEwNzdn6dKlxMfHExgYSHFxwwYlOzo60r9//2ovUUOGDEEsFnP58uWqz+bNm4eNjQ2ffqq8sP3rSrNddVZWVhQXF5Oenq7Q81Z6aGSNFDR37txhz5491d7oCvNy0VJSh+AXjytcisr20GT5B6DRyR6t3r2rPnv69ClRUVFMnDhRaWWWEWkRBEUHMafzHLoaKT7ZuLKiqU+fPnTu3Fm+gyu7ACdchRk/gd0ooGJUwrRp0+jQoQM+Pj6vuH3fFGQyGf85eIv5u+8hUNfEf9lA3h/jgKiZZjEpizVr1lBQUMC6deua25S3grdZ0EBFXs2CBQvQ1tbGx8fnFa9LXQwZMoS2bdty6NChKu+OQCDAxcWFa9euvTLUOTg4GF9f31dyb1oB+ZIMFEhlYvCzZ8/kf6Oug6aEnKRSKd7e3ri7u2NnZ/fKtsK8XLT0lCNokh/loGekiY6h8qppCu/dp+j+fdr95S9VwqWkpISQkBAmT56stCZYpdJS/n7175hom7DaebXCzy+TyTh06BCGhoYMGzZM3oPhyEcVXYAnroVubq9sFggEjB07Fh0dHXx8fJg3b57SQnKqJkNSzIodl7n5vJCBHfTZNH8gRrpvZjWXmpoa69evZ8mSJXh7eyutHcGbTlFREU+ePOHRo0c8ffqUhIQEJBIJZWVllJaWUlZWRllZGdnZ2ZSVlbF7927EYvEr//T09Gjfvj3W1tZ07NgROzs7pcyIa25EIhFTp07l8uXLVfcO4xp6fr1MpXjZsWMHV65cYciQIQAYGBgwevRoQkJCWLx4MUKhEDs7O9zc3Fi0aBG3b99+qwXkyzSboDEyMkJTU5PExER6v+QxaCpNETQ7d+7k2bNn1ca5g/IEjUwm48WjbCwc5ByWKCfZQYEItLQwcHWp+uz06dNYWVnh6OiotHX3RO4hJiuGH0b+oJThk1evXiU1NRVvb2/5PUxnv4bbv8DQj2BA7ZO+Bw8ejK6uLjt37sTDwwMrK6umGd3MXI5LZ7XvTXKKyvhopDXvje/+RjZBexk3Nzc2btzIypUrCQwMbG5zWhyFhYVcvHiR6Ohonj17xvPnz3nx4gVpaWlkZmaSlZVFYWEhurq6GBoaYmxsjImJCXp6elViRU1NDU1NTWQyGeXl5ejq6laJnMLCQsrKyoiPj+fMmTOkp6eTnZ1NXl4eGhoaGBoaYmRkhLGxMWZmZpibm2NlZUWnTp0YMWLEazm5WyAQMHToUHR1dfnll1/w9PSsepGvDTU1NTw9Pdm+fTsmJiY4OFQMwe3duzeRkZFcvny56sXNx8cHc3Nzdu3axcKFC5X9dV4Lmk3QCAQC2rdvr/DEYIGGCITyC5qcnBw+/PBDNmzYUGN1TGFeLm3MLBRlZhWSrGLyc0qUmj9TnpdHzuEjGEyZjOi3/hCVoaaVK5XXqTdJksTmu5sZ2X4kozuMVvj54+LiuHr1KkuWLJG/MuvqZriwFpy94J2/1bt7jx490NbWJiAgABcXF6WKQGVRWi5l3clotpx/TBtxCX4L+zGwc9032DeJn3/+mZ49e3L16lUGDXp7B4wWFhZy4cIFLl68yO3bt4mKiiIpKQljY2MsLCwwNTXFzMyMQYMGYWVlhbW1Nfb29nTo0KFBf2fXr18nMzOTiRPrHzhbXl5OQkICjx8/5smTJyTyLO3ZAAAgAElEQVQmJpKUlER0dDQXL14kOTmZlJQU2rVrh6OjI3369GHYsGGMHDnytRE5vXr1QltbG39/f6ZNm0anTnWPetHX12fmzJkEBASwcOFCTExMqrw3W7duxdHREVNTU8RiMf/5z394//33mT59OgYGyu9h1tKRS9AUFDxFW9taYYtbWFjw6NEjSkpKFNa3QCAQINQUyy1o/v3vf2NhYcH8+fNr3F6Ym4OWvuIvmOS4bEC5+TM5IQeRFRZWdQZWRahJJpPxr+v/AmDNgDUK9wDk5uZy4MABZs6cKf8fcrgfnFhTMWhy6npooG329vbMmTOHgIAACgoKcHZ2boTlzUNCRgHv+Ydx91kOvfTy2fbuBEzavF09duzs7FiyZAlLly4lIiLirXDT1yZeTExMcHR0xNnZmWXLljFy5EjatFGMl1goFDY4AVskEmFjY4ONjU2t+0gkEs6fP8+lS5e4desW/v7+vHjx4rUSOQ4ODnh6ehIYGMjYsWPrLcCwsrLinXfeYe/evVUvbDWFnhYsWMA333zDN998w9dff62ib9NykesvOjX1qEIXt7CwqAi5vHih0PMKteQTNMnJyaxfv55t27bVuL2stJSSwkKlhJyex2SjriXGqL1y/hBlMhnZgQFoduuGVreKhFxVhJpOxJ/g3LNzrOq1CgtdxXq2pFIpwcHBDBgwAGtrOQV21GEIWQ22o2DGNpCz4srS0pIFCxZw4cIFzp8//1pMwA0Jf87EDReITsrG00pC0J+mvXVippK1a9eSlZXF+vXrm9sUpSCVSrl69SrvvvsuDg4OGBgY4O3tzZUrV+jSpQvff/89KSkpPH/+nDNnzvDdd98xffp0hYkZqBA08owCqA9dXV0mT57Mv/71L06dOkVCQgKZmZls2bKFfv36ERYWxrvvvkvbtm2xtbVl8eLFnD59usVVtVlZWbFgwQLOnj37StVSbTg7O9OuXTuOHz9e9Vnv3r3R1NR85fht27axfv16hT9HX0fkEjQpqYcVuriFRcWDrs5px41AIKeg+fzzz+nWrVtVEtbvKcqryFJXhqBJis3Gwt4AoZIqSwquX6c4No42s2cDEB8fT1RUFBMmTFDKegBZRVn868a/6GbUjblOc+s/QE7Onz+PWCxm6NCh8h34+DzsXQSWvcHDt9EjDYyNjfH29iY2Npbg4GBKShQ73V1RSIrL+GPQXd4PCKetsIg/divmqxXub00X15pQV1fn+++/58svv3xjBv2VlJQQEBCAu7s7ZmZmTJo0iYSEBD799FOli5eaEAqFShf6tYmcf/7zn2RlZeHh4YGxsTFTp05l586dLab1QmWzx/DwcM6dO1fnz0kgEDB58mTi4+Or5szVVPU0ZMgQunTpwueff66S79CSkUvQSCQPkeTHKmxxPT09dHV15WoX3RCEWmJkRQ0TNHFxcfj6+rJ79+5a9ymsFDQKLtvOzykmO6UAi07Ku8Fk7vZF1KYN+lMmU1JSwsGDB5UaagJYe3MtucW5/H3I3xELFZum9eTJE+7cucP06dPlC2M9vw0Bc8DIHuYEgUbTPGJ6enosXLgQsVjMjh07WlxZ971nOUzZcJH9d54xwriA97vLWOw5XSnT0183Zs2aRffu3Vm1alVzm9Jo0tLSWLduXVWo6JNPPkFPTw9fX18yMjI4fPgw3t7eShcvNSFPyEmR6OrqMmfOHPbt20dqaioHDx7E0tKSf/zjH7Rt25ZBgwbx9ddfK2Xkjjzo6+uzYMECIiMjOXv2bJ2ipnIC97Fjx6oE+Muhp8qf865du9i1axePHj1SyXdoqcgZRBaQmnJEYYsLBALMzc0V76FRFyEtbpjL85NPPmHw4MF1hl8KleShSYqtyJ+xcDBU6HkrKXn2DMmZMxh6zEKoocGFCxewtLRUaqjpwrMLHH58mCU9luDQxkGh55ZIJOzfv59p06bJFytPiwZfd9A2gnn7QFsxZbtisRhXV1d69OjB9u3bSUhIUMh5m4JUKmPbhcfM+PEyRaXlzLfKZkYndWZMc30rckYayvbt2zl48CDXrl1rblMaTGJiIn/605/o3r07VlZW7Nq1i0GDBnHr1i2ePn3Kjh07GDduXLP/ntXV1RvcUE5ZCIVChg4dypYtW4iLiyMyMpLx48dz4MAB7Ozs6Ny5M++99x6xsYp7QZcHXV1dFixYQHR0NKdPn65T1JibmzN8+HD27t1LWVnFi3rv3r3R0NDgxo0bADg5OTF48OC3fhq3XFd+G8MBpKQeUag70cLCgvT0dIW67YUaogYNp7xz5w63b99m/PjxREZG1vq98nMqhIe2gpOCk2KyUdMUYWKlnPyZrD1+IBTSZvZs0tPTCQsLY9y4cUpZC0BSIuEf1/6BnYEdS7svVei5Kydo9+rVC1tb24YfmJ0Au6aBSA3mHwB9c4XaJRAIGDRoEK6urgQFBTXrJNy0vGIW/nKTr45GMdLBhPntntO7vR4uLi7N/pBraTg4OLB48WKWLVvW4nItXkYqlXL48GFGjx6Ng4MD169fZ+nSpTx79ozw8HD+9a9/4eTk1NxmvoKenh55eXnNbcYr2NjY8MUXX3Djxg1SU1P56KOPePjwIT169GDQoEEEBASo/DqobMAXFxdX76iE/v37Y2BgUDWBWyAQMHHiRC5evIhEIuHZs2fMmDGDO3fuvNXN9uS6y7VrN4WCgsdIJFEKM0AZicEC9YYJmg8++ID+/fszffp0Ll68yPbt23ny5Em1/fKzKlx9OoaKbcj1PCYLcztDhEoY/ictKCA7OBj98eMQm5py/Phxhg0bhp6e8qZ5/xD2Ayn5Kfx9yN9RFyk2T+Py5cuUlpYycuTIhh8kSa0QM6X54LUf2sohhOTE3t6ehQsXcuXKFY4dO6bym2NoZAoTfrjA9ccZfOnixBBZJJbGhkydOvWN7zHTWNauXUt6ejrffvttc5tSjZycHD7//HNsbGxYuHAhTk5OREdHc+HCBf7whz/U26StOdHV1W1xguZl9PX1/5+9846K4m7/9rUsvfeOoBQVKwIKiKKgsYRgizWWJLYYjdH4pkdTn5SfsUTQ2HtLNMauiIAFOwooSLGh2Oi9Luy+fxCIBlC20NTrnJycszPznXvWZeYzd2XatGmEhISQnJyMt7c3c+fOxcrKio8//pj09PRGs0VTU5MJEyaQmJj4zKnwVbkzCQkJ1RO4TUxMcHZ2Zt26dezatQtPT0+6devGnDlzGsv8ZodUT1ITkwEIBEJSUxWXHGxhUfnGrMiwk0BNiLj02Q+U8PBwoqKiWL9+PQ4ODkybNg1PT08OHDjAli1bnrKnMCcboYoKagrsaFmUV0b24yKsGijclLv/AOK8PAzGTyAhIYG8vDy6d+/eIOcCuJx6mT8S/+Ct9m/RxUSxM6Hu37/P+fPnGT58eP09DcU5sHU45D+CcbvATPEjF/6LsbExU6ZMITMzk23btjVKImJRWTlf/H2NKZsjMdVV5+8ZnghunUFPT/eVmHkO6urqrF69mh9++IHbt283tTlAZQ+X4cOHY2lpyYEDB5g/fz6pqaksX76cVq1aNbV59UJbW5vCwsIWUQFoZmbGwoULefDgAUuWLOHMmTPY2toyePBgwsPDG8UGLS0tJk6cSFxcHKdOnapzvycncOfl5REXF0d8fDyFhYUMGTKEbt26sWHDBq5cucKJEycaxfbmhlSCRlXVEEODnqSmHVTYj1VXVxdtbW2FCholVSGUi5FU1G6jRCJh9uzZTJgwoToXQyAQ0LFjR2bOnEm7du3YsWMHu3fvJjMzk8LsLLT0DRX6cKjOn3FUvKCRSCRkbd2CeocOCDs4ExwczODBgxssIbSkvISvz36NlbYVH7h8oNC1RSIRe/fuZfDgwfXvN1NaANtHQVoCjN4CrXoo1KZnoa6uzrhx4zAzM2PNmjUN+rZXmfgbwY6L95jeuw17ZngQdzYENTU1hgx5lTNTH/z9/fH392fMmDFNFnoqKysjKCiITp060a9fP9TU1Dh37hxXrlxhypQpLS6RW1lZGTU1NQoLC5valHqjpKTEmDFjOHv2LDExMVhYWDBs2DCcnJz45ZdfGvxatLW1mThxItHR0Vy+fLnO/WxsbOjSpQtr1qwhPDycMWPGEBAQwLFjxxCLxWhrazN+/Hhmz57dIgSlopH6jmdq9jolJQ/Iy7+qMCMsLCwUWukkUK28AUhEtYed9u7dy8OHD2vtRSEUCnF3d+eDDz7A1NSUdevWcffmDYVXOD28kYOymhATW8WHgIrOn6fs5i0MJownIiICGxsb7OzsFH6eKlbGrORu3l2+9vwaTRVNha4dHh6Oubk5zs7O9TtAVAI7x8L9SHhzPTj0U6g99UFJSYnXXnsNHx8fNm7cSFJSkkLXrxBLWB5+k2ErzlAsqmDblB58Nqgd4cdDKCoqks6T9QrWrFlDSkoKixYtatTzFhcX8/HHH2NmZsZvv/3GuHHjePz4MTt27KBz586Naoui0dHRoaCgoKnNkAlHR0fWrVtHWloas2bNYvPmzZibm/Pee+81aDWjjo4O48eP58SJE8TH157WER8fT0xMDBKJBA8PD6ytrenQoQMaGhrVI3uWLVvG/fv32bdvX4PZ2lyR+q5nYtwPgUCZ9LRghRlhbm5OZmZmdQa3vAjUKi9LUkulk1gs5qOPPmL27Nm1jjioQlVVld69ezNr1iwqSop4nJlNSEiIwpT6wxvZWLTRRdgA+TNZW7YiNDKivEcPLl++TP/+/RV+jiquZ15nY9xGhjkMw9NSse3kU1JSuHbtWr1aqANQXgZ/ToQ7p2Ho7+Ac8PxjGpAuXbowduxYDh48SEREhELemFKyihi7+jwLgxMZ0NGcox/2xsvemNOnT3Pv3j1Gjx79zN/1K2qira3NmjVr+O677xol9FRRUcHPP/+MjY0NISEh7Nixgxs3bvD555+/MIMam2NisLSoqqoye/Zs4uLiOHLkCDExMdja2vLll19SUlLSIOc0NDSsvmfcvXu3+nOJREJYWBjBwcGMHj2a8ePHEx4eTl5eXnWC8KlTpygoKEBZWZkPP/yQjz76qFknvDcEUj9NVVT0MdD3IC39qMJcWmZmZojFYoW555X+8dCIa0kM3r9/PwUFBcyfP79ea2lqaoKojA5dXSgrK2P58uUcP36coqIime0rLigj80Fhg/SfKUtJoSA8HP1RowgOC8Pb2xtdBXuXqhCJRXx99msM1A2Y5zZPsWuLROzbt49BgwbV7yYvroA9U+FGMPgvhi6jFWqPrFhbWzNlyhTi4+PZs2cPIpFI5rX2Rj1g8G+nuf4oj8WjuhA01gU9TRWuXLlCVFQUb731Furq6gq0/uWhMUJPYrGYtWvXYmdnx+rVqwkKCiI6OrpBm1w2Fc09MVhavL29OXfuHNu2bWPv3r3Y2tqyePHiBvmtWFpaMmLECHbt2kVqaiqlpaX88ccfJCcnM2XKFGxsbDA3N6d79+4cOHAAiUSCqakpnTt3JjQ0FID58+eTl5fHgQMHFG5fc0Ym94CJ6QCKi+9SWKgYV7qZmRkAqampClmvOuT0Hw+NRCJh/vz5TJw4sd4ueVFZKaWFhRiYmfP6668zffp0SkpKCAoKIjQ0VCZhU5U/0xAJwdnbtoNQSKa7Gzk5OfTo0XD5I5viNpGQlcBXPb5CT02xJe1ShZrEYtj/AVzfC6/9D9zeVagt8qKrq8vbb7+NQCBgw4YN5OXlSXV8brGI2TuimPNHNG3NdTjyYS+Gd7NGIBCQkJBAeHg448ePb9AKtpeBtWvXNljoae/evTg7OzN//nw+/fRTbt68yZgxYxR+nuZCSw45PYvXX3+duLg4/u///o/ffvuN1q1bP7Mpq6y0adOGgQMHsmXLFtasWYOmpiYTJ058qv+Wt7c3BQUF1WXaffr04datW6SkpKCkpMTEiROZP3/+S5VLI5ugMe4PCEhLV0zYydDQEGVlZcUJGrV/PDT/ETTh4eGkpKTw008/1XutopxsALT+6bipp6eHv78/06ZNo6ioqFrYSFPRkhKfjYqaENPWivWciAsLyfnrL3Ree42QyEgGDRrUYAmFt3Nv83v07/S37Y+frZ9C15Yq1CSRwJFPIHob9PkcvGYp1BZFoaKiwrBhw+jQoUP1g7M+nL+dyaClpzh87RH/7zUndk7zwMawMk/p3r17HDhwgLFjx2JkZNSQ5r8UaGlpKTz0FBERgbu7O++88w6jR4/m7t27zJo164XPcXrRPDT/ZdKkSdy+fZvZs2czb948OnbsyJEjRxR6Dl1dXUQiEcXFxfj5+dUIJQuFQoYMGcLx48fJy8tDTU2Nfv36cfRoZfTk559/5t69ey9VxZNMf1Vqaibo6bmSriBBIxQKMTExUZygUfknh6b8aXfgggULGDZsmFSzbAqyKwWN9n960OjrV/b4qBI2gYGBhIWF1UvY3I/PwspJX+H5Mzl79yLOz+exqytGRkbSNaCTggpxBQvOLEBdWZ0venyh0LWlCjVJJHD8G7i0Brw+AJ/m3SVTIBDQs2dP/P392blz5zMbYJWVi/n5SAJj15xHTUXIXzO8mOXriPI/v5mcnBx27drFsGHDqmeivUJ+FBV6io2Nxc/Pj4EDB+Lh4UFKSgrffvvtSzNH60X10DyJUChk3rx53Lt3j4CAAMaMGYOnpycXLlyQe+07d+7wxx9/MHLkSLp06cLu3btrHfj539BTp06dEIvFxMfHo6qqytChQ1mwYIHc9rQUZH6impoOpKAggaKiZIUYYm5uzuPHjxXiHhNUCYUnBE1kZCTR0dEEBgZKtVZhzj9N9Qxqb6pXJWymTp1KQUEBgYGBhIeH1yls8jKKyU0vxrq9Ypv0SSoqyNq4CbXOnTn5+BF+for1mjzJpuubiEmP4bPun2GsodgGX1KFmk7/CmeWVoaY+n8PLaTnipOTE2+//TanT58mODi4xoPzZlo+w1acYeXJW4xxb8Wh2d50sfk3PFk1jNDLywsHB4fGNv+FR57Qk0gkYs6cOfTo0QNzc3Nu3bpFYGCgdKM6XgBehKTg+qKurs6PP/7IvXv36NKlC35+frzzzjsy96G6efMmu3fvZuTIkTg4ONCvXz+UlZUJDq7dgVAVeoqJiUEgEODn50dYWBhisZigoKDqjvgvAzILGhPjyhb6ivLSmJmZUVRUpBBVL1CufLA96aH5+uuv6d+/v9Q3loJ/BoJp1yFoqjAwMCAgIICpU6eSl5dXLWz+mw1/P6HS42PTTrGCJv94KKKUFNI8PbCzs8Pc3Fyh61dxM/smQVFB+Nr44t/GX6Frp6WlERMTU79Q07kVEPYDdB4Dgxe1GDFThYmJCVOmTCEtLY3t27dTXFyMWCxh7enbDF4WwaPcElZPcOWn4Z3QVP3X1SyRSNi3bx/m5uZ4eHg04RW8uGhpabF27Vq+++474uLi6n3cxYsXcXZ25siRI5w8eZJt27ZV5we+bOjr65OVlfVS5W/o6emxcuXK6pdnJyen6lEF9eX27dv8/fffjBkzprrVhpKSEiNGjOD27du1ChOhUEhAQADHjx+nuLgYe3t7dHR0iIqKQltbm379+r00k7hlFjQaGlbo6HQkLf2YQgxRZGKwQLkq5FT5x1SVOLlq1Sqp18rPTEeoooJGPec4GRgYMGTIEKZMmUJeXh7Lli3jxIkT1cImJT4LLT1VDCwU268la8MGlK2tOFVaSt++fRW6dhUisYgvz3yJtoo28z3nK7TRoEQi4fDhw/j4+Dw/1BS5HoI/h/YBMGQ5tNB8BA0NDd566y1MTExYuGIdI5af5IdD8fR2NCZ4Tm9e61BTlJ46dYq8vDz8/f1fdQFuQF5//XXGjRvHsGHDnjtnTiQS8eGHH9K3b1/8/f25fv06bm5ujWRp80RbWxslJaVmN4W+MWjXrh2XL19m6tSpDB06tN7emrt37/LXX38xatQobGxsntqmrq7O2LFjCQ8Pf6qcuwoLCwvat29PWFhYtZfm5MmTiEQiVq5cSVhYGAkJCQq7xuaKXE8CU5MB5OVFU1Iq/xymKkGjiJlO/wqaSg/N999/j6enJ6amplKvlZeRjq6xidQPD0NDw2phk5OTQ2BgICdOnCAlIQvr9ortOlx0JYri6GjSPDzo0KkThoaK9f5Use7aOq5nXucrj68UHmqKjY2ltLT0+Q+CK1vg4FxwHAAj1oGwZfdcEQgE5Bo5szOnDbEP85jWRYPVE1wx0VGrsW98fDxXrlxh1KhRr3rNNAIrVqxATU2NyZMn17lPlVfm6NGjnDx5kiVLlrS4zr4NgUAgwNLSUqENU1sSSkpKLFiwoN7emszMTHbt2sXw4cOxtbWtdR8jIyOGDh3K7t27ycnJqbHd19eX+Ph4Hj16hLW1NVZWVly8eBFzc3M8PT354YcfFHZ9zRW5BI2xcWWeRkZGmNyGaGpqoq2trZheNMr/5tDcu3ePPXv2sHr1apmWys9MR8fIRGZTDA0NGTp0KO+++y5p9/IoLSynUJBGaWmpzGv+l6wN6xHo6nBeQwMfHx+FrfskCVkJrIpZxSC7Qbxmp9iJ3aWlpYSEhDB48OBnV3/E7Kwsz7b3g1GbQbllJ1im55cydfNlPtl9lU7WBux7rwfmxcns2LGjRgPH1NRUDh48yOjRo1+VZzcSQqGQffv2sX///hqlua+8Ms/HwsJCoSNtWiL18daUlJSwc+dO+vTpg729/TPXc3BwwMvLi507d9bwHGpoaODr68vhw4eRSCT4+vpy9uxZiouLWb16NX/99Ve9qytbKnIJGi0tJ9TVbRQiaKAyr0ARgqY6h6aisnStS5cuz/2h1EV+hnyCpgojIyMczCqHNorUcli2bBmnTp2SW9iUJSeTfzyUDDc3XDw9GyT5UFQh4suIL9FX11d4VRPAyZMnadOmTQ0361Nc2w17Z0DrXjBmG6i07AZyR2MfM2DpKU7dSOer19uzY6oHzrZmTJo0CXNzc1atWkVycjJQKfj+/PNPBgwY8KqiqZFp06YNQUFBzJo1q7qU+5VXpn68zB6aJ3mWt0YsFrNnzx7s7OzqLYg9PDwwNzfn8OHDNba5uLggkUiIjo7GxMSEtm3bcubMGezt7encuTO//PKLQq+tuSGXoBEIBBgb+5KdfZaKCvknC5uYmJCRkSF3IllVyKk4v4gNGzawYsUKmdapKC+nIDsLHWP5BQ3A/YQsDC21eHNMpVLPyMiozrGRtfNw1ubNoKxMlLk5Xl5eCrHzv/we8ztJ2Ul87fk1+uqKbQaYnp5OTEwM/fo9Y+bS9X2wZxq08oSxO0FFQ6E2NCZ5JSI++jOa97ZexlJfnUMfeDOlVxuUlCpFuFAoxM/PjyFDhvDXX38RHh7OgQMHsLOza/HzfVoqEyZMICAggICAgFdeGSmomtH3MiUGP4vavDXBwcGIRCKpukULBAIGDx7MgwcParR+qNpW1RvNx8eHK1eukJ+fz/Lly1m3bt0LndckdzalibEfYnEpWVln5DbGxMSEsrIyqTup1kBJAAKIiYrGxsaGbt26ybRMQVYmSCToKkDQlIsqeHgzt7q6ydjYmOHDh/Puu++Sl5dHUFAQwcHBUl17eXY2OXv+JqtjR9z692+QtvexGbGsj11PgH0AfWz6KHRtiUTCkSNH6N27d92epYTDsPtdsHaDcX+AasuddXPmZgYDl5xiX/RDZvs68Pf7PXE0qz18ZG9vz7Rp07h+/TpJSUn07Nmzka19xZMsXryY5ORkNm3a9MorU090dHQqc8Re4AeotDzprTl37hyzZ8/G29tb6t+Sqqoqb775JiEhIWRkZDy1zdLSknbt2hEeHo6enh5du3bl5MmTuLm5YW1tzaZNmxR5Sc0KuQWNvr47QqE2GRmhchtjbFyZaCpv2EkgEIBQicsXI5k9e7bM6+RnVNqhCA/No1u5VIjEWLd/en6TkZERAQEBvPfeewD8/vvv7N+/n8zMzOeumb1jB5KSEmLbtGmQN8XSilK+jPgSIw0jPu2u+KZ1169fp6ioCHd399p3SDpWOWzSogu8tQvUWmbuSHFZBd/sj+OttRdQ/6dJ3kevtUXlOY0Vi4uLKSwsxMXFhfXr13Pjxo1GsvgVTxIXF4erqysdOnSgoqKi1iqTV9TkZU8MfhaWlpa8/fbbtG3bFi8vL86fPy/1GmZmZvj6+rJ79+4aM+J8fX25fv06jx8/xtvbm7i4OPLz85k9eza//vrrC+s1k1vQKCmpYmTUm4zMcCQS+QZ1mZhUCgdF5NFUUIGgAt5//32Z18jLrLRDER6alLgslIQCLB1rD9no6uoyYMAAPvjgA3R1dVm/fj27du2q82YgLi0le9t2Cto60WHQQFRUVOS28b8ERQVxO/c233l9h66qYsc0lJeXExISwqBBg2pPBL4VBn+MBzNnGP8XqCt2VlRjEZOSw+uBp9l4Npm3vew4NLsXXW2eH7YTiUTs3r2b/v37M2jQIEaOHMnBgwcJCQmptWPoKxqGv/76Cy8vL4YMGcK5c+f49ddfmTJlygufXKkoXiUG10QikXDgwAE8PT05ePAg7733Hv369WPt2rVSr9WtWzeMjY1rNN3T1NSkT58+HDt2DE1NTTp37sy5c+eYOXMmBQUFL+w4BIU08DA28qWsLJ38/Fi51tHS0kJDQ6OGC00WiktKsLW1lWtmSrWHxkj+EuW7cZlYOOijqv7sctuqH+KHH36ItbU1O3bsYOvWrSQnJz+lqnP376ciM5OrrVs3iHcmKi2KTXGbeNPpTXpaKT7cERkZiZmZWe0lindOwY6xYOwIE/aChuKnkjc0ZeViFh1LZPjvZykuq2Dr5B58E9ABDdX6uZaPHDmChYUFXbt2BcDW1pbp06eTnp7Ohg0bai3bfIVi+frrr5k0aRKLFi0iMDAQJSUlpk+fjq+vL0OHDm2wqdwvEq88NDWJiYmhoKAAb29vAM3ZpbUAACAASURBVL799ls2bdrEvHnzmDVrllS/K4FAwBtvvMHt27drNIF0cXEhNzeXW7du4eXlRVRUFKWlpbz22mssXrxYodfUXFCMoDHuAyiRLmfYqTLJ2FhuD82DBw8oKyvFu6e3XOvkZaShoaOLipp8uSn5WSVkPSzEtmP9Bwiqqqri6enJ7NmzcXZ25sCBA6xfv57ExETEFRVkbdhIqZUVdv7+Cs+dKRIV8VXEV1hqW/L/3P6fQteGyqqdiIgIfH19a268exa2jwYDO5i4DzQbpqdOQxL7IJeAoAgCw24ypKslR+f0xtux/qI4Li6Ou3fvMnjw4Kf6FWlqajJ27Fg6dOjAmjVriI+PbwjzX3rKysoYMmQIK1eu5Pjx40yZMuWp7Vu3biU7O5vp06c3kYUth1eJwU+Tl5dHSEgIQ4YMeSpvZsSIEZw9e5YDBw7g6+srVcd8NTU13nzzTQ4fPvzUi45QKMTX15fQ0FB0dXVp164dFy9e5Ndff+X48eMvpOdMIYJGRcUAPb1uCinfVkTp9qpVqxAIldDSlK8br6JKtu/GVubDSCNoqlBWVqZbt27MnDkTDw8PTpw4wV+ffkrZ7dtcs2+Dh6en3Pb9l6VXlnIv/x7feX2Hlorik3DPnj2Lvb19zbbwyWdg65ugZw0T94OWYpv3NTRl5WIWhyQxdPkZsgrLWDvRjcWjuqKnUf9wYEFBAUeOHGH48OGoqdVsricQCPD09GTcuHEcO3aMw4cPU15ersjLeKl58OAB3bp1486dO8TExNQ6XkJDQ4OjR4+ya9culi9f3gRWthxeJQb/i0Qi4eDBg3Tv3r3W0TQdOnTg6tWriEQiOnfuTFJSUr3XtrS0xNPTs3pIZRVVM/GuX79Oz549uXjxIqamprRt25aVK1fKf1HNDIX1jDc26kNBwXVKS+UTIyYmJtXJkLIgEokICgpCS1sL5PQI56Q+Rk8Bs1juxWWiY6iOgbnsAktJSYkOHTowdepUOiUmUaSrwwNbW65fv14jIUweIh5EsCNhB+Pbj6e7RXeFrVtFYWEhly5dok+fPk9vSD4D20aCnhVMOgg6LWsGTtzDXIYsP8Oy0Bu80cWSY3N7089ZumuQSCQcOnQIFxcXrKysnrmvlZUV06dPp7CwkHXr1tUrifwVzyYiIgIXF5fq8tpnzUNzcnJi69atfPrpp5w8ebIRrWxZCAQCWrVqVd1T6WXm1q1bZGVlVYeaakNPT4/Tp0/Tr18/unfvzsGDB+u9vpeXF6WlpU/Ne3pyWKWBgQG2trZcuXKF+fPnExQUpNBnR3NAYYLGyKg3AFlZp+Vcp9KLIesNet++faipqaGhqSGXm1MsriA3LRV9MwuZ1wCoEIlJScjGtqORQsYdFF+4gOTGDW507MSQ4cO5efMmy5YtIyIiosYgTGnJKsli/pn5OOg7MMd1jty21sapU6fo1KkTBgZP5MW0YDEjqhCz9HgSQ4LOkFFQypqJbiwZ3RV9Tem7GMfFxZGZmVnvbs/q6uq8+eabuLq6sn79eq5evSr1OV9RycaNGxk4cCCzZs1i9+7d9Uqy9/f354svvmDEiBGvkoSfQdu2baXyNryISCQSQkND8fX1fW6JtpKSEqtXr+Z///sfY8aM4ddff63XOZSUlBgyZAjh4eFPhZ7s7e3R09MjKioKb29vzp07x9ChQ1FTU2P//v1yXVdzQ2GCRlu7PSoqRmRmnZJrnSpBk/XPlGtp+fXXXxk1alTl9GWx7IKmICsTcUW53ILm4a0cyksraCVDuKk2MlatpkJPD/VBA2nfvj1jx45l/PjxpKWlsWzZMkJDQ2XybkkkEr49+y25pbn83Otn1IQ1wx3ykp2dzbVr1+jdu/e/HyafgW3/hJlamJi5/jCPIUFnWHr8Bv6dLQiZ25v+UnplqigoKODo0aMMGTJEqjlNAoEANzc3JkyYwKlTp9i3b99zhym+4ml+//13Zs2axaZNm1iwYIFUx37xxRf4+voyYMAAuV8oXlQcHR25ffv2Sx0ajYuLQ0lJifbt29f7mJkzZ3LgwAG+//57vvvuu3odY2JigqenJ/v373/qhd7Pz49Tp05hYmKCsbExV69eZeTIkfUWSy0FhQkagUAJI6NeZGVFIJHIXlaqr6+PQCCQyUMTHx/PtWvX+N///lfZXE+OPLScf4Zk6pnV7XauD3djM1FSFmDdVv5KneKYGIrOnyexbVu8nniLNzMzY/jw4UydOpWSkhKCgoI4dOiQVN/h3zf/JiwljA+7fUhbw7Zy21obJ06coHv37v9O064WMzYw6UCLETOiCjHLQm8QEBRBWn4Jqya4snSMi0xeGZAu1FQX5ubmTJs2DYlEwpo1a3jw4IFM67xsLFmyhE8++YRdu3YxYsQImdbYtm0bqqqqjBw5UsHWvRhoampiZmbGnTt3mtqUJqGiooKwsDD69esntZe+b9++HD16lCVLlvDFF/UbO+Pl5UVZWdlToScrKytsbGy4cOEC3t7enDlzhh9++IGrV6++UMUFChM0AEaGPohE2eTnxz1/5zoQCoXo6+vL5KFZvnw5rq6ulV1nBcgVcspJrSw1lNdDcy82EysnA1TU5O8qmrF6DRItLSr8/GqdHG5gYMDrr7/OzJkz0dDQYP369ezYsaNGyXcNG/Pu8fPFn+lh3oMJzhPktrM20tLSuHXrFp5VSczJES1SzCQ8zmPYijMsDklicCcLQub6MKCDfKJX2lBTXaiqqjJ06FB8fHzYsWMHx48ff6nfip/HTz/9xNdff83evXsZNGiQzOuoqKgQHBzMxYsX+fLLLxVo4YuDk5MTiYmJTW1Gk3DlyhUMDQ1p3bq1TMd7enpy/PhxVq5cydy5c5+7f12hJ19fX86dO4e5uTnq6uo8fPiQbt26yTwaqDmiUEFjaNgTEJCZKV+SnKGhodSCpry8nC1btjB//nzgn27BcnhoclMfoSQUomMse6VNXkYx2Y+LsO0gf7ipJCmJgtBQ7nbsgFuvZ5eja2tr4+vry5w5c3B0dOTQoUOsXr2amJiYGk3ZysXlfH76c5SVlPnB+weUBAr9SVQTERGBh4dHZeVOcsQ/OTM28HbLCDOVV4gJCrvBG4ERPM4tYeX4biwb64KBlnwTv4uKimQKNT2Ljh07MmPGDLKysli1atUrb00tfP311/zyyy8cPnwYPz8/udczMzNj//79/Pbbb+zatUsBFr5YVOXRvGzl22KxmIiICPr27SvXOq6urpw4cYKtW7cyY8aM5+5fFXo6ePBg9XduZGSEg4MDkZGRdO/enUuXLvHVV1+xefPmF+bFR6FPL1VVI3R1OikkjyYrK0uqH//x48dRV1enf//+AJRnFFMcI3vFVU7qY3RNTFFSkt2zIk+59n/JXLsW1NW527FTvZW+iooKbm5uvP/++/j6+nL16lWWLl3K6dOnq4dhrrm6hqsZV1nguQBzLfk8DXWRnZ3NzZs3KxsA/lfMaNf0NDU3Eh/nM2zFWX49lsSADuYcm+vDwI7yee6qCAsLw9nZWeZQU11oaWkxcuTIV96aWvjuu+9YtmwZwcHBz6w4kZYePXoQGBjI5MmTXyVo/wdjY2NUVVVfuiZ7SUlJ6OnpKeTvu3Pnzpw+fZq//vqLWbNmPXd/T09P8vLySEhIqP6sZ8+eXLhwAUdHR1JTU3Fzc0NNTY3QUPlHFzUHFP46bmjUi9zcaEQi2fsOGBoaUlpaKtUE6nXr1tGrVy+Zz/lfclIfyR1uuhuXia6JBnqm8k2HLktJIe/QYTLdXOnay1vqOKxAIMDR0ZEJEyYwfvx4srKyCAwMZMXfK1h5dSVvtHmDgXb1n/YqLWfPnsXV1RX1R5dalJgpKxezJCQJ/8DTPMwpZsVb3Qga1w1DOb0yVTx8+JDExMTaGwwqAIFA8Mpb8x9+/fVXFi1axOHDh+nRo4fC13/nnXd45513GDx4MKmpqQpfvyXzMoadLl26pNBO7u3atePkyZPs3LmTjz/++Jn7CoVCBg0aVD3RG8DU1BRra2uuXbtG165diYyMpFevXqxbt05hNjYlChc0Roa9ATFZ2WdlXsPQsLI7bH2TWgsKCjh48CDffvtt9WfKxhpodJGtKZ5EIiE39TF6cggaUVkF9xVUrp25bh0oKRFpZVXdCl9WzMzMGDJkCG9Pe5tdRbvQKNfA4Z4Dt2/fbhB3cEFBAbGxsXiZl1WKGf1WLULMRKfk8EZgBL+F3qjMlfnIh8GdFOOVgcrf2OHDh/H19W2QKelP8spbU0lgYCDffvst+/bt+zeXqwFYsmQJXbt2pU+fPlJ1fH3RednKtzMzM0lNTa1ubqco2rdvT1hYGOvWratOsaiL1q1bY21tzenT/7ZT8fb25uzZs7i4uBATE8NXX33FgQMHZO791pxQuKDR1e2KUKhNdtYZmdeoEjT1zaPZt28fpqamdOjQofoziUQCMuqIksICSosK0ZejwinlehYVIjGtu8jX7VaUlkbunr8p9vCgjaurwh5+K+JXkFmeyW8DfqNr+64cPXqUVatWER0drdCH3fnz5/G1KUdjzyQwsoe3DzVrMVNcVsH/Dl1n+Ioz5BaLWDfJjd/GuCjMK1NFVFQUAoFAboFaX6q8Ne+9995L6a1Zs2YNX3zxBbt3767Z1FHBKCkp8ffff6Ovr0///v1fuOZlsmJjY0Nubu5L0zU4MjKSrl27Kiw37kk6d+7M0aNHCQwMrKzqfQavvfYakZGR1c9Ta2trDAwMuH//PjY2NkgkEkxNTdm3b5/C7WxsFP5NKykpY6DfnazsczKvYWBggEAgqLegWb16Nf7+/k9/KEFmz0juY/krnO5czUBVQ7nO6dr1JWvTJiTl5Vy0smKIu7tca1URejeUPTf2MKXTFHpY9QCrykFmt27d4vz584SGhuLm5oabm9u/JdYyUFJSQt7FHfiV76ucmj1hb7OezXTuViaf7bnK3cwixvVoxWeD2qGrrvgp5sXFxYSFhfHWW28ppNmiNGhrazNy5Eji4uLYsWNHtSehIW66zYX9+/czd+5ctm/fzoABAxrlnCoqKoSEhODu7s7w4cPZt2+fXINyXwSUlJRwdHQkKSkJdwXdy56HSCQiPz+f/Px8SkpKEIvFiMXi6uIIJSWl6v+UlZXR1tZGR0cHTU1Nuf42RSIRMTExTJs2TVGXUoOqTsKDBw/G1NSUqVOn1rqfrq4uPXv25MiRI4wbNw6BQIC3tzfBwcH069eP8PBwBg8ezOrVqxk3blyD2dsYNMhdzMDAk4zMMEpKHqKubin18UKhEF1d3XpNFE5NTeXChQs1KwvEsntosh5VvrkaWMiWyCUWS7h7LQPbjkYIhbLfxMqzs8nZsRN6eqFiY42Fhfwhj/SidL459w3ORs683+X96s8FAgEODg44ODiQlpbG+fPnCQoKwtnZGQ8PD0xMpA/f3Tm4hKFlfyOwcoHxf4GGfOKuocgrEfHzkQS2X7iHrZEm26f2wMu+4eZIhYWF0b59e4X8e8pClbfGzs6Ow4cPs3r1aoYMGaLwxOTmQHx8PBMmTGDRokUEBAQ06rm1tbU5ceIEbm5uTJs2jbVr1zbq+Zsjbdu2JTIyUmGCpqKigrS0NB4+fEhmZiYFBQXk5+dX/7+ioqJapGhoaDwlYAQCQbXAEYvFiESi6uNKS0vR1tauPlZbWxs9PT3Mzc2xtLR87ovenTt3MDU1RV+/Ye953t7ebNq0iQkTJuDs7EzPnj1r3c/Dw4Po6GgSExNp164dbdq0QVlZGbFYTElJCTNmzKB79+6kpaXV2hKkpdAwgsbQC4Cs7LNYWrwp0xr6+vr1EjQ7d+6kdevWNf8RJJLK5noykPXgPgIlJfSfMcvlWTy+nUtxvkjucFPWxk2Ii4uJc3ZWSGKZWCLmqzNfUVJewk+9fkJFWLv3wdTUlICAAPz8/IiMjGTz5s2YmZnh6elJmzZt6vXmUh61g7axv1Bu3g3VCX+Duq7c9jcEYQmpfLEnlrT8EqZ4t2bea23RUJW/Z1BdpKWlcf369XpVKTQ0L7q3Ji8vj4EDBzJ27Ngmm4xtZmZGWFgYnp6emJub88MPPzSJHc0FJyen6qafVV3h68uT4uXhw4c8evSI9PR0DAwMsLS0xNjYGDMzM3R0dKpFiLq6ukyelvLycgoKCqoFTn5+Pjk5OZw7d45Hjx6hqqqKhYUFFhYWWFpa1hA5iYmJtG3bMA1K/8uwYcOYN28ew4YNIzo6GkvLmk4EoVDIwIEDOXToEI6OjgiFQry9vYmIiMDV1ZXbt29jZ2fHzp07mT17dqPY3RA0yJ1LW8sJFRVDsrPPySVo6tNZctWqVYwfP77G5xKx7CGn7If30TezQKgsW7ghOSYDJaFArv4z5dnZZG/dilrfvtwpL2foE/lBsrIpbhNnH55lvsd82ui1ee7+Wlpa+Pj40LNnT65du8axY8eQSCS4ubnRpUuXWqdBAxC1DeG+maRpOmL2zn5Q05bbdkWTVVjGdwfi2Bv9ECczbX4f74VLK/m7OT+P0NBQvL290dCQr/JNUbyo3hqxWIy/vz+tWrVq8sZhjo6OHD58mH79+mFhYcHMmTOb1J6mRFlZGRcXFyIjI+sV/svKyiIpKYnExETu379fLV4sLCzo2rUrZmZmqKoqNr+tyk59ff1aPSwSiYTs7GwePXrEw4cPq0WOuro6jo6OODk5kZSUhJeXl8Ltqotvv/2WmJgYBgwYwOXLl2v9Tuzt7TE0NOTy5ct0796ddu3aERoaiqmpKWfOnGHMmDGsWrXqlaD5LwKBEgYGnmRnnUMikcgkLPT19atdhnUN80pKSuLu3bvMmzev5kaJROaU56yH9zGwlP2GfudqBlZtDVDVkP3rzdq0CXFREXd7dKerpaXcb83X0q+x7Moy+tv2Z6STdC3aq25CXbt2JTk5mcjISMLDw+nQoQPu7u6YPTmRPHIDHJzDfVVHyodubHZiRiKRcPDqI77ZH0dusYjZfo7M7GuPmnLDeWWquHfvHo8fP26WLfJfNG/NzJkzuXv3LteuXWsWuSvdu3fnjz/+YOTIkZiamjbL30Bj4erqypo1a/D19a0xBFQsFvPgwQMSExNJSkqiqKgIJycnPDw8aN26dYOIF2kRCAQYGhpiaGhYXYgikUhIT08nKSmJkJAQCgsLCQsLo23btjg6OjbKC8yff/5Jt27dGDNmDHv27Kl1Hz8/P7Zv307Xrl1RVVXF3d2da9eu4eTkhKGhIQsXLuTGjRs4Ojo2uL0NQYPdrQwNPElLO0RR0W20tOylPl5PTw+JREJeXt7Tk5mfYPPmzTg7O9de+SORVA6olBKxuILsRw+w6+oq9bEA2Y8LyUktonNfa5mOB6jIySF7y1Z0BrzG0aws3pKjLTtAflk+n5z6BBNNE772/Fpmz5VAIKB169a0bt2a/Px8rly5wrZt2zAwMMDNzQ3nggiEwZ9RbN2Lg8V+vOeo2HJFeUnNK+HLv2M5Hp9KJys9tk7pQXuLxgmFVU3bbc4i4UlvTVV36ZborVm1ahXbt2/n/Pnz6Oo2n1DnoEGDWL58Oe+++y6mpqZyj7poqRgYGGBtbU1sbCwuLi5IJBLu379PVFQUSUlJaGlp4eTkREBAAFZWVo2eOC8LAoEAU1NTTE1NKSsrw9bWFgsLC65fv86hQ4ewsLCgY8eOdOrUqW7PtpyoqqoSHByMi4sL33zzDd98802NfSwsLLC1teX8+fP07t2brl27cuLECd544w3OnDmDs7MzW7ZsqfcwzOZGg91ZDQwq3W3Z2edkEjRVrr6cnJw6Bc327dvrbi4kQaak4Ly0NCrKyzG0kk2Q3InJAMCus+z5M5mbNiEuLKRs6FA0EhLkStKSSCR8f+57HhU+YuPAjeip6cm81pPo6Ojg4+ODt7c3SUlJFIb8jDBrL+lG3QnTGIVLR6dmcyMSiyVsv3iPX44kUFYh5vNB7Zjs3RplORK2peXGjRsUFxfTpUuXRjunrGhrazNq1KinvDU+Pj413qabIxEREcybN4+tW7dKNdm4sZg0aRKPHz9m6NChhIWF4eLi0tQmNQnu7u6EhYUhFouJjIykrKwMV1dXevXqVef9vqVw48YNBg0aRKtWrXBxcUEkEnHnzh2io6MJDQ2lU6dOuLm5NUjyrZWVFX///TcDBgyga9euDB06tMY+vr6+rF27Fjc3NzQ1NXF2diYjI4P8/HzGjRtHUFDQK0HzXzQ0WqGubkVW9lmsrWvmuDyPJwVNbdy5c4fHjx8zefLkWrdLxLKFurIe3QfA0NJG6mMB7sSkY9JKBx1D2frF/OudGcCVvDw6d+4s0zpV7L25lyPJR5jtMpuuporveSJUUqJ96n7I2kupw2DO64wkIfoa5QgxNjbG3t6+SYVNUmo+n++5xuW72Xi2MeLH4Z1obSx7KbosiMViQkND8fX1bRbhj/rwpLfm6NGjrFixggEDBtC2bdtmI1T/y4MHDxg+fDiffPJJrTfy5sKnn35Kbm4ufn5+nDhxQu6/8ZZGRkYGN27cIDU1latXr9KvX796Fxs0d0QiERkZGU8l5qqoqODk5ISTkxN5eXlcuXKFLVu2YGRkhJubG+3bt68zrUIWevbsyeLFi5k0aRLnz5+vIeyrQmWnT59mwIABuLu7s3PnTjp27AjAo0ePSE5Oxs7OTmE2NRYNdncVCAQY6HuQk3NRpg60Va7iugTN/v37adOmTZ0xVUm5BJSlv7ysB1WCRno3e1FeGY/v5MlV3ZS1eTPiggIMpk8jPj6++kcmC7dzbvPjhR/pYdGDdzu+K/M6dSKRQMh8OPEjdBmH2tgt6Bua0Llz5+qEs8DAQM6ePUtxcbHiz/8MSkQVLD6WyOvLTnMrvYCFb3Zm+9QejS5mAGJjY1FVVW20qgdFoq2tzZtvvskbb7xBaGgo27dvr3cH78akrKyMAQMG4O3tzYIFC5ranOfy448/MnnyZHx9fYmNjW1qcxociUTCjRs32Lx5Mxs3bkRdXZ2ePXtiaGjY5C89iuTx48eYmJjUGVbW1dWlT58+zJkzh+7du3P58mWWLl1KeHi4Qu+R06ZNY9y4cQwcOLDWRoa9e/cmJiaG3NxcLCws0NXVRVdXl4SEBFq3bs3+/fsVZktj0qCvi/r67ohE2RQW3ZT6WGVlZXR0dOoUNDt37uSNN96odZtEIoEKMQJlGTw0D++joaOLho70sffkaxkgkT3cVJGbS9bmLei89hp3ofqHJgulFaV8fOpjNFU0+cn7J4RyDNmsFbEYDs6Fs4HgPhWGLEcsUCIyMhIPDw9cXV2ZNm0aw4YNIzU1ld9++419+/Y1Snfa87czGbzsNMvCbvJ6JwuOf+TDSDebJrlpisViTpw4gZ+fX4u+abdp04b33nsPOzs71q1bR2hoKGVlZU1tVjVjxoxBSUmJnTt3NrUp9WbhwoWMHz+ePn36EBcX19TmNBgpKSls2rSJY8eO4eLiwty5c/H19cXT05OEhASpZvY1dx49elSv/lJCoRBnZ2cmTZrExIkTyc/PJygoiDNnziiss/Ty5cuxtbXljTfeQCwWP7VNR0cHV1dXTp2qHCTt7u7OzZs3UVFRoX///i3q7+hJGjQ7UV+/snlSTs4ltLWkz5rW19evVV3m5uZy5cqVuls1iyWVnYJlyJHIenBf5vyZW1fS0TFSx9hatsqerE2V3hnjme8TERVFp06dZFoH4NdLv5KUncQKvxWYaMo206pOKsph3/tw9Q/wngt+X4NAwI3ERHR1dav/oAUCATY2NtjY2FBYWEhUVBS7d+9GU1MTNzc3OnbsqNC8jNwiET8diWfnpRRsDDXY9G53fJwUfO1SEhcXh66ubot03/4XoVBIz5496dSpEyEhIdVhqHbt2jWpWNuyZQvh4eHExcU1iyoYaVi6dCkVFRX07duXU6dO0a5du6Y2SWGkp6cTGhrKo0eP6NOnD126dHkq5KqpqYmTkxPR0dGNWuLckDx69Ahra+meHyYmJgQEBJCRkUFYWBiBgYH4+Pjg4uIiV4haSUmJgwcP0rZtWxYtWlQj39TT05PAwED69OmDs7MzwcHBdO7cGQMDA37//Xdyc3PR01NMzmVj0aAeGg0NW1RVTcjJuSTT8bq6uuTl5dX4/OjRo1hYWNSZVCUprwxxCWQIOWU/eoCBhfSCpqRQxP2ELBy6mcp0c6/0zmxGp39/JK1akZycLHNSY+jdUHYm7mSS8yR6WStuAjkA5aWwa1KlmPGdD/2+qa4mi4yMrLMBoJaWFt7e3nzwwQf4+PgQHx/PkiVLCA4OljuEIZFIOBDzEL/FJ9l1+T7Te7cheE7vJhczEomEiIgIvL29m9QORaOrq8uIESMYMmQI4eHhbNu2rcnCUBkZGXz44YcsXLiw1oZiLYHAwEBGjBhB7969iY+Pb2pz5CY3N5d9+/axceNGWrVqxQcffFDnw9nd3Z3IyMgGGYzbFDx8+FDmDuDGxsaMGjWK0aNHExsby4oVK7h+/bpc342uri5r1qzhu+++4/bt209t09TUpEuXLpw7d666NUdZWRkpKSlYWFgQHBws83mbigYVNAKBAH19d5nzaHR0dMjPz69x7J9//vnMh4Sk/B/3mpQhp6K8XIpyczCylj4hOPlaBuIKCfbdZMtcz9q8pdo7ExcXh729vUyDKB8VPGLB2QV0MOrAh90+lMmWOikrgh1jIOEgDPwFev+/6k05OTk8ePDgqQGhtaGkpISTkxPjxo1j6tSpKCkpsX79erZs2UJcXJzUgzHvZxfx7sZLfLAjCgs9dfbN7Mnng9ujqdr0pdE3btxASUkJe3vpq/xaAq1bt2b69OnY29uzbt06jh8/3uhhqIkTJ9KtWzemTJnSqOdVNL///jujRo2iV69eLTanpry8nNDQUFatWoWOjg4ffPABXl5ez2xTYGVlhZqaGjdu3GhESxuG8vJysrKy8JFr4AAAIABJREFU5K5esrKyYuLEiQwcOJDTp0+zbt06Hj9+LPN6/v7++Pv7M2bMmBqhJy8vL6KjoykuLsbV1ZX4+HiMjY3p3r07f/75p1zX0RQ0eMmFvr47paWPKSmRPndCV1cXkUhESUlJ9WcikYijR4/y0Ucf1X3gP4JGWg9Nxr1kAIxb2UlrKreupKNtoIapnY7Uxz7pnVFv145r167JVPlQLi7n09OfUiGpYGHvhXWONpCJkjzYOgJun4CAIPB476nN165dw9nZWaoeKwYGBvTv35+5c+fSpUsXIiMjWbJkCUePHiU1NfWZx5ZXiFl7+jb9F5/iwp0s5vs7s3dmTzpaNQ8X6ZPemZacO/M8hEIhnp6ezJgxg7y8PJYvX05cXFyjvHFv2bKFc+fOsXXr1gY/V2MQFBRUnVNz9erVpjZHKh48eMCqVavIzMxkxowZ+Pr61uuFTCAQ0KtXL06cONHivTQFBQVoamoqpM9U1Wy9adOm4erqypYtWzhx4kT1UE1pWbt2LSkpKSxatOipz3V1dWnbti0XL17EwMAAExMTzMzM8PLy4siRIy1uUnwjCJruADKFnXR0KsVBfn5+9WcRERFoaWnRrVu3Oo+TyCpoUu4CYCKloCktLufe9UzsZQw3Za7fgDg/H+NZM8nLyyM9PR0HBwep11kZs5KotCgWeCzARle2svNaKcqCzQFw/yKMWAfdJjy1WSKRyCzCoDIBvHPnzkyaNInJkyejoqLCtm3bWLNmDZGRkU8JWoC4h7kMW3GWHw7F49HGkGNzezPZuzVCGWd3NQT37t2jsLCwWfZCaQh0dHQYPnw4w4YN49SpU2zdupWMjIwGO9+ToSZzGWeuNUeWLl3KO++8Q58+fYiKimpqc55LeXk5x48fZ8eOHfj4+DBy5Mjq+3Z9ad++PQKBoMUnRufn50t97c9DIBDg4uLC9OnTefjwIWvWrJHJW6OlpVVn6Klnz55cvHiRsrIyOnXqRH5+PsXFxWhra3PmzBlFXUqj0OCCRlvLCWVlXXJyLkp9bG2CZs+ePc99cEoqqnJopHvAZdxLRkNHF0096SakJl/NQFwuW7ipPCODrM2b0X39ddTbtiUxMbF6eJg0XHh0gdVXVzPUYSiD2wyW2o46yX8MG1+H1OswZjt0HF5jl9TUVEQiETY28osoQ0ND/Pz8mDNnDn369OH27dssXbqUvXv3En/jNt8fiCMg6AyPcksIGufC+rfdsTbQlPu8iiYiIoKePXu2mL4zisLOzo5p06bh6OjI+vXrCQkJaZAw1IQJE16IUFNtLFy4kOnTp+Pr68vJkyeb2pw6qfLKZGVl8d5779GxY0eZXugEAgF+fn6Eh4fL7IFoDjSEoKlCV1eXsWPH4uHhIbO3pq7Qk7GxMXZ2dly5coUOHTqQnJyMpaUlHTt2rHOEQnOlwe+2AoES+npu5ORGSn1sVclyVWKwRCJh165dTJs27ZnHVXtopKxyyrh3F2MbW6n/KG9dSUNLXw3z1tKXWGesXo2krAyTDyqnLyclJeHk5CTVGmlFaXxy6hNa67Xm8+6fS21DnWTdgfUDIPsuvLULnGofJnf16lWZb2Z1oaSkhKOjI6NGjWLWrFkkl+szcuM11p25g4+1MnundcO/s2WzDOc8fvyY1NTUl65hWhVCoRAPDw9mzJhBQUEBy5cvJzY2VmEhhS1btnD+/PkXJtRUGz/99BOfffYZ/v7+7Nq1q6nNeYravDLa2vLNbGvTpg36+votwitVFwUFBXJ/D89CIBDQtWvXam/N2rVrpfbW1BV68vb25ty5c6iqqmJnZ4e2tja9evVi165dLSoUKNUTv1ws24Xp67tRVHSbsjLpKiH+66FJSkqisLCQN9989gTvf5OC6395ErGYjPv3pM6fKSsp515cFvYuJgikDHmIHj4kZ8dO9IcPQ9XOjtLSUu7duydVuKlcXM4npz6huLyYxX0Wo6miIG9FalylmCnJhUkHoE3tc2fEYjGxsbEN9vBOySrig13XWRpZiI2pASvfdGSodQnbNqxhx44dJCQkNLu3uosXL+Lu7t5sZzY1Fjo6OgwbNozhw4dz+vRptmzZQnp6ulxrvqihptr49NNPCQoK4p133mH58uVNbQ5Q+dDetGkTGRkZcnllasPPz4+TJ082q/5G0tCQHponqfLW9OjRgy1btnDt2rV6H1tX6MnCwgIDAwMSExPp3Lkzubm5aGpqUlBQ0KIStqUSNGFZNUuo64OuXmW+S15ejFTHqaiooK6uXi1owsPDadWq1XPd+BLRPx4alfpfXl5GGqKSYoxb2Upl493YTCrKxTKFm9JXrADA+P33Abh16xY2NjZSDS8LjArkcuplFnguwF5fQdU09y7AhkEgEMI7R8G67kGdycnJaGtrY2Ki2BLpsnIxy8Nv0m/xSS7+k/R7YJY3A93aEhAQwNy5c2nXrh3nzp1jyZIlhISENGjORn0pKSkhPj7+pZ3RUxu2trZMnz6dtm3bsnHjRo4dO0ZpaalMa73IoabamDRpErt27eLzzz/nq6++alJbqnI4HBwcGD16tMK9EZaWltja2nLhwgWFrttYNLSH5kmqvDUTJ04kLCyM48eP16hgqou6Qk9ubm5cunQJJycn0tPT0dLSws7OjvDw8Ia6DIUjlaDZ9ThbppPo6nREIFAmN/eK9Mc+0YvmyJEjeHp6PvcYSVnlG7uSav3zUNLvVSYEG9vYSWXfrStpaOqqYm4vXXVN6Z075P69F/2xY1D5p2+BtOGmkyknWR+7npFOI/Fv4y/V+evkxnHYPAQ0jWFyMJg+u9HXtWvX5GoAWBtVnX4XBifi286U4/N8agyTVFVVxcXFhXfeeYe3334bgE2bNrF+/XqioqKa7C0vOjoaBweHRruxtRSUlJTo0aMHM2bMoKioiKCgIC5duiSVd+1lCDXVxqBBgzh+/DgrV65k8uTJ9X5wKZLY2Fi2bdvGwIED8fHxabBQb9++fTl//nyjj0pRBOXl5Y0+wNXMzIypU6fy4MEDdu7cWe8XhdpCT+3btycjI4Ps7GzatWuHjo4OHTp04OjRow1lvsKRStAcy8wlVyRdnxAAoVADbe125OZFS33sk71oTpw4Uf3wehZVgkagVn9BU12ybdOq3seISiu4G5tJGxcTlKQMN2UEBiFQU8P4n3wgsVhMUlJSvef9PCh4wBcRX9DesD2fdv9UqnPXSexflX1mjB3g3aOg/+zvQiQSkZCQINe8qSfJKCjloz+jGbP6PKXlFWx4253fx7tioafxzOOMjY3p378/c+bMwcvLi8TERJYsWcL+/ftJSUlptBiwRCIhMjISd3f3RjlfS0RbW5uhQ4cyduxYEhIS6p1fIxKJ+Oyzz/juu+9e+FBTbXTv3p0LFy5w7NgxAgICGq2cViKREBoaSmhoKBMnTmzwqj0jIyPat2/P6dOnG/Q8DYFYLG6SIgBNTU3Gjx+Pnp4ea9euJSsr67nHaGlpERQUxI8//khBQQFQmfvm4uJCZGQknTt3Ji8vDycnJ8LCwlpMHo1U336pWMLB9JqjCOqDnq4LeXlXkUiky3fQ0tKisLCQhIQEgHp1XZWU/hNykkbQpNxF18QMVY3656Dcjc2kvEz6cFNJQgJ5hw9jOHECysaVc59SUlLQ09OrV6vpsooy5p2Yh0QiYVGfRagJ6x+iqpNL62D3ZLB2h7cPgfbzr+nmzZtYWFjIHTcWiyVsv3APv0UnORDzkJl97Tk2x4e+7aT7XoVCIe3atWPMmDG8//77GBoasm/fPpYvX87JkyfJzpbNw1hf7ty5g1AoVEi114uOpaUlEyZMwN/fn3PnzrF69Wpu3rxZ543z//7v/9DU1GTmzJmNbGnzwd7ensjISG7dukXv3r2rH0QNRWlpKTt37iQlJYUpU6ZgZmbWoOerwsfHh+jo6Fq7xDdnxGJxkxUpCIVCXn/9dXr06MH69etrlGbXxogRI3BwcODzz/8tJHF1deXq1atYWlpSVlaGjo4OQqGQxMTEhjRfYUglaBw01dj1+Pnqrzb09FyoqCikoFC6BKMqQRMeHl7vGRliGUJOGfeSpc6fuXEpFU1dVSwdpSvzTv9tGUq6uhi9++8EbGnCTQsvLSQuM47vvb/HRkfOh6dEAqcWwqGPKquYJuwB9fqFzxITE+WePXP9YR5vrjzLF39fo525Dkc+7MXHA9qhIcW/XW3o6Ojg7e3NzJkzGTp0KIWFhaxdu5Z169Zx6dKlBhmIV+WdaY6VV82VNm3aMGXKFLy9vTly5AibN2/m/v37T+1TWFjI4sWL+fHHH1+6Mvj/YmZmxqVLlT293N3dn9uAUlaKiorYuHEjOjo6TJgwAS2txptSXzU48cSJE412TkXQHP7u3dzcGDlyJHv27KlXsvCiRYvYsGFD9e9IT08POzs7YmNjad26NcrKyjg4OLSYfwup7g4jzQw5n1vIvWLpE/p0dbsCkJcrXVmelpYW5eXlBAcH07Nnz3odIyn9J+SkWr/LE5WVkvXwPiatWtfbrtIiEXdjM3FwM5Uq3FQUFUVBeDhGkycjfGKSdmJiYr3CTUfvHK2e0+TXyq/e560VsRiCv4SwH6DzaBi9FVSeHd7591AxN27ckLrEvIrC0nL+d+j/s3feYVGe2fv/TKHPAFIFpHcpKojYK/beIqao0ahRs+qmbH6btt/NJptsYotJLNHERBN7Q0009i6oEEVBQTrK0NvQYWZ+fxAmEtqAIBi9r8vrSnjb887M+7z3c8597hPN+K8ukpxTwsrp3di5oDcuFq1vTNWlSxfGjBnD66+/zoABA0hJSWHt2rXs2LGD27dvt0r4vrCwkMTExFbXEz0NEAgEeHl5sXjxYry9vdm9eze7d+9Wi7zff/997OzsmD59ejuPtGNAIpFw/vx5nJ2d1Svq1kRNJZOLiwtjx45ttidWa6Bfv37Exsby4EHzHebbC0KhsF30TX+Gvb09s2bN4sSJE02WwQ8cOJDAwEDeeOMNoDrFaGdnx4kTJ7hz5w4VFRXY2tryyy+/PI6hPzKaVVc6pXMnPkmUsS8jj787NC+Pradnh5aWCQUFv2FjM1Pj42pWBuHh4ezatUujY1QVChALNPahyUlJRqVUYumkeZVQwo0sFFVK3AKa9zlkrfkCkakpJi+9+Mf1c3IoLy9vsqlZYkEi/7r8L3pY9GCZ/yP2aVJUwqGlcHM7BL4KIz+BZqx+79+/j1Qqxdi4edEplUrF4UgZH/8cTUZhOTN72fH2KHeM9du+S7JIJMLNzQ03NzfKy8u5e/cuN27c4Oeff8bd3R1fX18cHBxaFAW4efMmXl5ezapQe4baEIlE+Pv74+vrS1hYGFu2bKFLly5s2rSJQ4cOtffwOhS0tLQ4dOgQf//73+nfvz/ffvttqxC+wsJCtm7dio+PD4MG1W/V8Digq6vLyJEjCQkJYcGCBU+EBYJQKOwwFhIWFhbMnj2brVu3UlVV1aiu74svviAwMJADBw4gk8lQqVQIhUKmTZvG3r17cXR0ZPPmzahUqg4RhWoMzfqV2Opq08fYgL3peSy3t2zWzQkEAoyMejRbGFxDaAwMDDSO0CjLFc1KN2UkxgNg4aA5obl3LQNDc71m9W4qvnKFkrAwLN95B6H+H1qdhIQEnJ2dG/08S6tKef3s6+iIdPhs4GdoCR9BTV9RDHvmwL3jMPgdGPQPdcdsTaFpROlhxGbI+VdIFFcScvC2MWTdC/7423dq1jlaCzo6OnTr1o1u3bohl8u5ffs2J0+eRC6X4+3tja+vL507d9boN65SqYiMjGT8+PGPYeR/fWhpadG/f3/8/f0JDg7G2dmZqqoqSktL0dPTLIL4NEAoFPLFF1/QvXt35s6dy82bN/noo49afD65XM4PP/xAjx49OkSHeG9vb6Kjozl37hzDhj1iNPoxQE9Pr0NVZ5mamjJnzhx++OEHhEIh/v7122/o6enh5+fHqlWr2LZtG/b29pw9e5a4uDicnJwwNDRER0eHO3fu0LVr18d8F81Ds5ei0y1NiC8t57fC5msQjAy7U1IST2Wl5sLiGkJjZ6d59ZGqQoGgGYQmMzEeXQMJhuaaiVCLC8q5fzcPtwDNSZ1KqSRzxUrE1lYYB8+otS05ORkHB4eGj1Wp+Cj0I+Lz4/l04Kd0NniEKo/iHPhhAsSdhHGrYfDbzSYz0DxCU/R7emnMFxeIlhXyn0nehCzp325k5s+QSqX06dOHBQsWMGvWLLS0tNi9ezfr16/nwoUL5OfnN3p8eno6VVVVz8TArYz09HROnjzJ119/TVlZGV9++SUXLlx44hrmtTVefvllTp48yaZNmxg/fnyd3meaoLi4mG3bttGtW7cOQWagehE8duxYfvvttyci9VRTkduR0KlTJ2bNmsX58+e5caN2MKG8vJzDhw9z6NAhPvnkEyIiIsjOzkYgEODr60tUVJTa5NXGxuaJ0NE0m9CMszBGVyhgb0bzK0akhtVusnL5bY2PqSE0zSkNVpUrmlXhlJEYj4Vj4xGShxEfkYlKBa4Bmqv+C385SllUFBbLlyPU/iO9olKpSEpKapTQHIg7wKH4Q7za7VX6WvfV+Jp1kJ9S7f6bfgue2wo95zZ9TD3IycmhoqKiyRSZSqUi5MYDhq44y6YLiUzz78KZNwfzUm/7DtVI8mGYm5szdOhQli5dyrhx4ygoKOCbb75hy5YthIeH17sCi4yMxMfHp8OHY580LF++nKCgIPr168f48eOZO3cu6enpfPnll1y/fr3DhPc7AgIDA4mMjCQ1NRU/Pz9SU1M1Pra0tJQff/wRDw8PBg4c2IajbD4kEok69VRV1XzLkMcJqVTa5pVnLYGJiQkvvfQSp06d4vbt6ndvfHw869evR6VSsWjRIvr378/MmTNZvnw5UB3dqYnMFBQU4Ozs/EToaJpNaAzFIoaZGnI4Kx9FM2vTDaVeQPMITU2IuTneHsoKzVNOiqoqslMSsXDUPN0UezUD0y4STKw0U/4rKyrIWr0aHU9PDMfVNsDLzs5GS0urQS1KVE4UH4d+TG+r3iz0XajxGOsgIwq+HQFFmfDSAfBseXqkpoFmYy/wmHQ5wd+EsmznDSwNdTmwuC+fTvXFxKDttTKtAYFAgJ2dHePGjeONN96gb9++JCQk8MUXX7Br1y6io6Opqqpq89YPTysiIyM5efIkq1evVv/NzMyM6dOnM2PGDKKjo1m3bl2r9oh60lFTAeXj40OPHj00amypUCjYs2cPdnZ2DBky5DGMsvnw9vbG1NS0QzfqhGry1dEiNDUwMzPjxRdf5OjRo+zbt49Dhw4xbtw4JkyYgK6uLlBtjRAZGcnx48cB8PX1JTY2FgsLC+zt7bl48WKHf9ZaVAM5yaITWRVVXMlvHhvV0uqErq4thc0gNMnJyVRUVGBiYqLxMcoyBQI9zeRBuQ9SUVRVaUxoCrJKyUgsxK0Z0Zm87dupfPAAy7feRPAnwWlj0Zncslz+fubvmOqZ8r+B/0MkbGG1QdIl+G509X/PPQoOmmmRGkJjBoDyskr+cySaMWsvEJMh5+PJ3hxc0o8edh0jvdQSiEQi3N3dmT59OsuXL8fNzY3r16+zcuVKfvrpp0YJ6TO0DEuXLmXatGk4OTnV2WZjY8OsWbMYM2YMly9fZtOmTcTHx7fDKDsetLS02LVrF6+//jpjx45tsgfU8ePHEYlEjBw5ssNGGJ+U1FNHTDk9DHNzc6ysrIiOjub555+v0zPQxMSEhQsX8uabbwLg5eWlXrza2Nigra1NXFxcewxdY7SI0AwzNcRAJORgRuPagvpgKPVGXqg5oQkPD6e8vJzi4mKNj1GVViHUkNDUCIItNSQ0965X1+trmm5SFBSQvX4DBv37Y9C3brqoIUJT03QypzSH1UNWY6KrOaGrhehDsG1ytVHevONg6dWy8/yO0tJSZDIZjo61S9xVKhUHfrvP0JXn+O5SIs/1tOXMG4N5IbDjppdaAl1dXXr06MGsWbNYtGgRZWVl1QaHK1dy4MABYmJiOnxovKPj0qVLhIeHs2LFikb3c3Z2Zv78+fTr149ffvmFrVu3kpSU1OFXkY8D77zzDjt37uTdd99l/vz59ZYTh4eHEx8fz9SpUzu8v8+TkHp62NW+o0GpVLJ//36USiWDBg3i4MGD9WrRPvzwQ9LS0tizZw8SiQRbW1vEYjHl5eVYWloSHh7eDqPXHC36FeuLhIwyM+LnrHwqm9mBWyr1prQsRWNhcFhYGAKBoFlCN2VppcaEJjMxHi1dPTp1ttZo/3vXMrByMUJqoqvR/jmbNqEsLMTizTfqbKvRz9jb1zX0WxuxljBZGO/3eR8v0xaSkGvfwp7ZYOVbTWaaaGWgCZKTk7G1ta3Vs+SOrJAZG0P5+66bWBvpcnBxPz6Z4kOnJyS91FLo6emRm5vLvHnzWLx4MTY2Nly5coUVK1awf/9+7t69+0zA2gJ8+umnTJ48WaOGp3/2sDl8+DDfffcdMTExHfLF8jgxbtw4rl69yqlTpwgICKilq0lJSeHMmTPMnDlTnXLo6OjoqSddXV1EIlGHi9KoVCoOHz5MaWkpzz//PAMGDMDCwoKQkJA6z4ienh4vv/wyq1atAsDHx4ekpCREIhGWlpaEhoa2xy1ojBbT8okWxuRVKTif17wvz9Cw2nhMUx3NxYsXkUqlGpfDqVQqlM2M0JjbO9ZJBdWHnAdF5KYV49pTs+hMZVoauVu3YTRhArr1OOpmZWWhra1dJ11xLOkYW6K2MMN9BpNcJml0rVpQqeDMJ9Xuvy7DYVYI6LcwwvMnPEzACkor+ffhKMZ9eZF7mXI+meLDgcX96Gb7dKRfEhMTsbS0RCKRIJVK6dWrF3PmzGHJkiXY2toSFhbGypUr2bdvH3fu3HlGbjRAdnY2p06dqmXHrglEIhF+fn4sWbKEwMBAzpw5w4YNG4iMjOwQZmftBTc3N6KionB0dMTX15d9+/ZRUFDAnj17mDRpEqampu09RI3R0VNPAoEAa2tr0tLS2nsotXDy5Emys7OZMWMGYrEYgUDA+PHjyc/P5+LFi3X2f/PNN7lx44bavT45ORl7e3usra25fPlyO9yB5mixW9EgEylGYhEHM/MYZmrY9AG/Q/q7MLhQfhsTk8a1HEqlkqioKBYvXqyxVb2qQgFKEOo2fWsqpZKs5ES8BwdpdO6YsHSEQgEu/pqVd2d9sRYA82VL691eX7rpXt49Prj0Ad3Nu/N2QAuaTiqqqolMxA/Q/QUY/wWIWq8DbFJSEqPHjGV7WAorjseQV1LBzF52vDXC/S8fkfkzYmJi6nVKlkqlBAQEEBAQQFFREXfv3uXatWuEhITg4uJC165dcXV1feydeZ8ErFy5Eh8fnxY3QRQKhXh7e+Pl5UVcXBwXL17kzJkz9O3blx49ejwRBm2tDT09Pfbu3cs333zDnDlzGDBgAO+8804dDcWTAIlEwqhRozhw4ACvvPJKh4suWVlZIZPJarWEUalUlJeXI5fLkcvlFBUVUVlZqSbaQqEQoVCIgYEBUqkUiUSCgYFBq6QB4+LiiIqKYuHChWg/VF0rFouZMWMGmzZtwtzcvNZ4LS0tGTJkCJ9++infffcdXbp0wcDAACcnJ44cOdJuTTg1QYufbh2hkDHmRhzOzKfMTYmuhq68WlrG6OnaIS9sus9EXFwcWlpamJubq5tTNgVlaXV+VZMITW7afSrLSrF0avrBVipVxIalY+dtip606Rd32Z07FBw6hOm8uWhZ15/OSk5OrvVCLKwoZPmZ5RhoGbBy8Eq0mktEyouqDfPiTsCAN2Do+y3ymGkIJSUlRGeVc/hAElGyQgIcOvGv8b3wttGs99NfCSqVitjY2Ca7v0skEnr27EnPnj0pLi7mzp07hIeHc+jQIZydndXk5uHJ5mmFUqlk69atfPrpp498LoFAgKurK66urqSkpHDp0iXOnz9PYGAgAQEBT6Wj84IFC1AqlXz22We8+uqrhISE4OyseXVnR4G3tzepqans27ePmTNndqiXq4WFBaGhoejp6SGTyZDJZOTl5SESidSRXIlEgpaWlnrcKpUKhUJBcXExRUVFyOVySktLMTAwoHPnzlhZWWFtba1uBKypeLusrIzDhw8zYcKEeg0ppVIpM2bMYPv27XTu3LlWpuCtt95i8uTJrFu3Dnd3dxITE9HR0cHAwID4+HhcXV1b5wNrZTzScmWihTE7ZLmczi1kjLnmaQapoTeFGhCa8PBwLCws0NXVVYsvm/oylSXVhEaTKifZveoOop1dmu5HdP9OLsUFFQzorZmpXeaKlYgMDTFdsKDBfVJSUggKqo4OKVVK3rnwDmlFaXw78lss9JvXaRp5BmyfXu0xM24N9Hy5ecc3gbT8Uv658yrnil2wElewdmYPxvtaddjKiLaGTCZDV1e3WSF7AwODWuTm7t27/Pbbbxw+fBgnJye6du2Km5vbU0tuDhw4QFVVFS+88EKrntfOzg47OzsyMjK4dOkSX3zxBf7+/vTu3fuxNl1sb9y7d4/y8nIiIyNZtGgRfn5+fPXVV7z00kvtPbRmY+TIkfz444+cPHmSESNGtNs4VCoVmZmZxMTEEBsbS0ZGBkqlks6dO2Nvb0+fPn0wMTFp9jOtUCiQy+XIZDLS0tK4du0aMpkMsViMm5sb7u7uODg4NBpxPH78OC4uLo2SVhsbG/r06cOhQ4d46aWX1PP5kCFDsLCw4JtvvmHWrFmcO3cOsViMubk54eHhf01C099YiomWiCNZBc0jNJKuZGb+QlWVHLG44dYBYWFhuLi4oKuri0KhoLKysskfRnMiNLK4GHT0DTCxsmly37uh6ejoi3HwMWty36JLlyi+dAmLt9+u1YDyYcjlchQKhZoVb7i5gXP3z/FO4Dv4Wfo1eY1ayIqFn6ZCcTbM3FndNbuVUFap4JvzCaw7G4c2M0xZAAAgAElEQVRCoWSSqw7/fWkQ+tpPX+j+YTSUbtIUBgYG+Pv74+/vT0lJCXfv3uXmzZscOXIER0dHdeSmo4XU2xJr1qzh+eefb7MVt6WlJVOmTCEvL49Lly7x1Vdf4ePjQ9++ff/yZfdlZWUcOXKESZMmIZFI2LZtG9u2beO1117j119/5bvvvnuiiHRNr6HNmzdjaWlJt27dHuv1MzMziYiIICamelHs5ubG0KFDsbOzY82aNQwYMAAjo5ZHrkUiEcbGxhgbG6vTryqViuzsbGJiYjh//jx79+7FyckJX19f3Nzcaj03cXFxJCQksGjRoiav1bdvX+7evUt4eDg9e/ZU/33evHls3LiRpUuXIpVK0dfXx8TEhNDQUIKDg1t8b22JR3oriYUCRplVp53KlUp0NJyIJJLqfF1RUQzGxj0b3O/ixYtMnTpVHS4rKytr8qFTNYvQxGLp7NqkILi8tIqEG1l49rVCpNX4vjUtDrRsbOj0wvMN7peWloa1tTUCgYCzqWdZf3M9E5wnEOzezB9K8hXYEVytk5nzM9g0kww1AJVKxdHb6Xz88x0e5JcyxqczdrnhvDhyzFNPZqCa0IwZM6ZVzqWvr4+fnx9+fn6UlpZy9+5dbt26xZEjR7CxscHd3R03Nzc6dXpyvXyaQkJCAtevX2fPnj1tfq1OnToxbtw4Bg0aRGhoKN988w2urq70799fo8qqJxG//vorbm5utewWXnrpJfr168fEiRPx9vYmJCSkxdql9oC+vj7BwcH88MMPmJqa0qVLlza9nkKh4M6dO1y7do3c3Fz8/PwIDg7GwsKiVqTa0dGRuLi4BnsntRQCgQBzc3PMzc3p378/xcXFxMbGcunSJY4ePYq/vz9+fn5oaWmpU02apFaFQiETJ07k+++/x8XFRU3uX3vtNT766COuXLmCu7s7aWlp2NjYdOhKp0deCo01N0auUHIhT3OTvRpCIy+60+A+NYLgadOmqVepmlQ6aRqhqSwvIzslCSuXpvsRxV3PQFGpxKN341b/AAUHQyi/cwfzP7U4+DPS0tKwsrIiuTCZf174J54mnrzf+/3mpXCiDsDWiWBgBvNOtBqZuSMr5PlNYSz+KQKprpjt8wNZMdkTinOxbkAP9DQhPz8fuVzeJhOonp4ePXr04Pnnn+eNN96gV69epKens3nzZtavX8/p06d58ODBX64k+dNPP2XAgAF07vwIfcqaCalUyvDhw/nb3/6GqakpP/zwAzt37uT+/fuPbQyPA7GxsSQlJTF8+PA625ycnLhx4wZDhw6lV69e/O9//3uiqsIsLCyYMGECu3fvprCwsE2uUVFRwYULF1izZg0REREEBgayfPlyhgwZgqVl3X5+bm5uxMbGtslYHoaBgQE9evRg3rx5zJw5k4KCAr7++mt++OEHLCwsmqWPMjc3V6eeauYWAwMDJkyYwP/+9z/c3d3JycnB2tqa+Pj4DvsbeeSldv9OEqQiIT9n5ROkYbWTjk5nxGJjiooaFvrWCIJdXV3VLqCaeNGoCY1+47eWkRiPSqnEyrXptEFMaDqdOus32VlbUVRM5upV6HXrhuG4sY3uK5PJ8PDxYNnpZYiFYtYMWYOuuBnphStfw6/vgm0gzNzRKmXZecUVrDoRy09hyRjqafGfiV7M7GWHWCTkzp072NradigBXnvh3r17uLi4tPlnoa2tjYeHBx4eHiiVSh48eEBMTAwhISGUlpbi6uqKu7s7Tk5OT3TFVGVlJXv27GHnzp3tcn09PT0GDhxInz59iIiIYO/evZiYmNC/f38cHR2faJ1YaWkpR44cYfLkyQ1Gt0UiERs2bGD8+PG88sor7Nu3j507d9br0twR4e7uTmZmJrt27WLOnDmt9iwoFAp+++03zp8/j52dHbNmzdIogufi4sKRI0eorKx8bM9l586dGT9+PEFBQXz55Zfk5ORw5MgRBg0ahFTa+HurBvWlnt5++2369OmDrq4ulZWVGBoaIpFIOqww+JEJjY5QyHAzI37NLqBKqUKsgSusQCBAInFvlNDUCIIBdYRGE0KjKKoEsaDJ5pTpNYJg58YJTX5mCbL4AnpPcmpyYsvZtAlFVjaWX37Z5L5psjSumF8hsTCRDUEbsJZoGPlQKqqJTNh68JwAU74BrboK9uagSqFk+9UUVh6PRV5WyYu97Xl9uBvG+n9MgKmpqc+6Sf+OpKSkx/4wC4VCbG1tsbW1JSgoiNzcXGJiYggNDWX//v04Ojri5uaGm5sbEonksY7tUbF582ZMTEwYObL1tF8tgZaWFoGBgfTs2ZNbt25x9OhRtLW16devHx4eHk8kmT9+/Dju7u51nL3rw9ixY7l37x7z58+nW7duvPfee7z11ltPxH3379+fzMxMDh8+zOTJkx+ZhN65c4eTJ09ibGxMcHBwsyLTenp6WFtbk5CQ0GCLmLaCTCZDKpUya9YsLl26xPr16/H392fAgAFNyjVqUk9btmxRp558fX3x9PRk9erV9OjRA5lMhomJSYcVBrfKL3WsuRG5lQpCC5qXdioqikGlqj90FRkZqX6B1uQBKyoqmjyvsrgSkYF2kz9oWVwshuYWGBg3rkuICU0HAbgHNh4Kr7j/gNwtWzAcPx697t0b3Vcul3ND9wZn086y3G85faz7NLq/GpWl1c6/Yeuh9xKY/sMjk5lzsVmMWXuBD0Ki6GplyC/LBvDhRO9aZAaqH5Rn6SbNuqM/DpiYmNCnTx9mz57N8uXL6dq1KwkJCXz99dds3ryZCxcukJmZ+USkpjZs2MDLL7duVd6jQCQS0b17dxYvXkz//v0JDQ3liy++4Ny5cx3OBbYx3L9/n/j4+HpTTQ1BIpGwY8cOdu7cyZo1a+jduzcJCQltOMrWgUAgYMKECWRnZz+S+VtxcTF79uzh9OnTjB07lpdeeqlF8567u7taMPw4cf36dQICAjAwMGDEiBEsXLiQ/Px8Nm7cSHJycpPHm5ubExgYyIkTJ9R/W7JkCVu3bsXe3h6xWIyhoSGRkZFteRstRqsQmsEmUvSEAn7O0qydAYBU4olSWUppaf0fcmRkJD4+1a7CNcxSI0JTVIFQ0nSYTxYXQ+cm9DMqpYqY0HRsPToh6dR4Oihz5QoQCrF4/e9NXnv/7f3clNxkvNN45njNaXJ/AIqy4PtxcOcIjPwvjPovPMLK6V6GnDlbrjL7u6uUVSpZ/4If2+cH4tG5btpQpVIhk8mwsmpaQ/RXR0Puzu0JPT09fH19mTZtGm+++SZDhw6lqKiI7du3s3btWo4dO0ZCQgIKhaK9h1oH6enpxMTEsGTJkvYeSh0IBAI8PT2ZO3cuM2fOpLCwkHXr1rF3794O3zNKpVJx8uRJBg8e3KLqpZpojbOzM926dXsitDVaWlrMmDGDsLCwFpGJqKgo1q9fj7GxMQsXLnyklFsNoXmcz1xhYSGJiYnq9yaAkZERU6dOZfjw4ezdu5djx4416Vjep08fUlJS1I7HL774Irm5uRQXF1NYWIipqSm3bjVtu9IeaBVCYyASMcTEkKNZBSg1fMglkmoyUVRU/w/v7t27BAYGAs0jNIriSoQGjROa4vw85NlZWDXhP5N2Lx95bhnuTYiBS8LDkR89hum8eWg18dKPyY1h7b212Gvb86++/9IsNJp5FzYPhYwomLEN+rR88s8truD9g7cZ9cUFwpPyeGeMBydeH8hon4Y9ZfLy8tDV1X2qPDsaQkeIzjQGkUiEk5MTo0ePZtmyZQQHB6Ovr8/p06dZsWIF+/bt49atWxo7b7c1tm3bhqenZ4ev4KrRKCxbtgxbW1t+/vln1q9fz9WrVykvL2/v4dVBfHw8xcXFdG8iWtwYnsRojZGRETNmzODQoUMad2CvqKhg3759nD17luDgYIYPH/7IjtKdOnXCwsKCO3caLnxpbdy8eRNvb+96K5s8PDzUjvsbNmwgPT29wfNoa2szaNAgTp06BfyRij148CAikQhTU9MO+ztoteToWHMj0isqiSjUbKI0MHADhPXqaJRKJampqQwZMgRALazSLEJTiaiJCI0srlqB3pSh3t1QGVq6Ipx6NCwEUymVZPz3E8SdO2P6yrxGz5dTmsPS00vRVmnzT89/oiPSwK004Sx8OwIqy+Dln8FzfNPH1IPyKgXfnI9n0Odn2H41hed72XH2rcEsGOiMjrhxvVFNRdYzdHxC8zAEAgGWlpYMHDiQV155hcWLF+Pg4MDt27dZu3Ytmzdv5syZM6SkpLTb6vvQoUOtVv7+OKCrq0tgYCCLFy9m9OjRJCcns2bNGn7++WcyMjLae3hAdXTm1KlTDB06tFX0L09atMbGxobnnnuO/fv3k5SU1Oi++fn5fPfdd4jFYhYuXNiqlYsBAQFcv3691c7XFO7fv9+oVkpPT48pU6YwePBgtm3bRnR0dIP79ujRg/z8fDVxmTRpEr/++isODg5YWlpSUFDQIX8DrWYoEmRqiFgAv2YX0NOo6ZW8SKSLvr5DvYTm/v37aGtrq3OXIpEIsVjcJKFRqVQoiiqbTDnJYu8gFImxdGy4rK2itIq48ExcAyzR0m74hV9wMISyqCisP/8MYT320jWoVFTy+tnXySnLYXj+cLwcNOigHbENjiwHU1d4YXeLumWrVCp+jUrnk6N3Sc4pYbC7Oe+O8cTVUjPlO/As3fQ7VCoVycnJ7S5ebSmkUqnazK+qqorU1FTi4+M5evQo+fn5ODo64uzsjLOz82NJqZWVlREeHs63337b5tdqbQgEAhwdHXF0dKSwsJCIiAh++uknOnXqREBAAJ6enohEjS8U2gq3b99GJBLV6s/zqKiJ1vz888/Mnz+fH3/8kU2bNtG7d+9Wu0Zrwt7enmnTprFnzx6Cg4PrLWhITk5m79699OvXj8DAwFavZnN3d+fYsWNkZmaqC1zaEjKZjNGjRze5n4+PD6ampuzatYvMzEwGDRpU595FIhFDhgzh1KlTODo68sILL/Dmm29iaGiIkZERBgYGPHjwoMMVirRahMZIS0ygkYTjOZp7ARgYuFBcUjcsGBsbW2dC1dbWbprQVCihSomoiSaJD2KisXR0RkunYV1M7LUMqiqUdO3fsCBMWVxdpq3bzRfDsQ2XaatUKj4O+5iIzAjeD3gfabG0cRdJpRJO/hsOvQYOA2Dery0iM7fuFzDjm1Be/TECHbGQH+b24vuXezWLzMAfJoBPO7KystDR0XkkB9COArFYjKOjI0FBQSxcuJAlS5bg7u5OcnIymzZt4quvvuLo0aPcu3evzbqE79u3D0tLy0dyXO4IMDQ0ZPDgwSxbtozAwEAiIiJYvXo1p0+fpqBAc11ha0ChUHDmzBmGDRvWJuXmY8eOJSEhgSFDhjBs2DCCg4PJzc1t9eu0BhwdHZk8eTI7d+6s0wH7xo0b6o7jvXv3bpPPqqYD/LVr11r93H+GXC6nqqpK47nJ2tqa+fPnEx8fz969e6mqqqqzj5eXFyqViujoaDp16oSnpydXrlyhoqICiUTyWLx2motWrccbYWZITHEZyaWa5ZQN9F0oLU1GqaxNVGJjY+v0yNHW1m4yV60sqj5PYxGaqooK0uNisfbo2ui57lxKw9TGAEuHhr11sn8v0+78z3826ja8/e529t3bx3yf+fSU9MTU1LThB6iyFPbNhYurwG82vLAHdJv3Ak0vKOP13TcY/9VF4jOL+GiSN78sHcAgt+a7oD4TBP+BlJQU7O3t23sYbQKJREK3bt2YMmUKb775JlOmTEEikXDp0iVWrFjBtm3buHz5MhkZGa0mht2zZw/Dhg1rlXN1BIhEIrp27cqsWbOYPXs25eXlbNy4kZ07dxIfH/9YRMQRERGYmJhoVKbdUujq6rJ27Vpu3LiBTCbD2dmZVatWdcgUhIuLCxMmTGD79u08ePAAgGvXrnHmzBnmzJnT5s05/fz8uH37dpvrrGrm6OYQM4lEwuzZs1GpVOzatavOwkUgEDBs2DBOnz6NQqFgzJgxHD9+HJFIhI6OzlNAaEyrX7wnNIzSGBi4oFIpKClJqvX36Oho7OxqRyQ0idAoiqu/kMYITUZCHIqqKmwaITRZqXIyk+V49rNu8AdScf8Bud81XaZ9Je0Kn1/7nCG2Q3itx2vk5OQ03NCwOBt+mFDtADz8Qxj/RXVLAw1RUlHFmpOxDFlxliM3ZSwc5MSZtwbzYm97xBp2Q/8zngmC/8DToiUSCARYW1szYMAA5syZw+uvv05AQAB5eXns2rWL1atXExISwu3bt1ssLlYqlVy8eLHVG1F2FJibmzN69GiWL1+Oq6srJ06c4KuvvuLKlSsaOZ63BDWf6dChQ9vk/H+Gq6sr586dY+PGjaxcuRIfHx8uXbr0WK7dHLi7u6tJzbFjx7h8+TJz5szBzKzpvnyPCkNDQ1xcXAgLC2vT67R0bhKLxWo3/p07d9aJ1Dg5OSGVSomOjmb27NlqfziJRNKoBqe90KqExlFfB1d9HY5naxZm1TeoZsd/TjtFRkbWUedrQmiURdWERtRIldODmOovwca9YUJz52IaIrGwUe8ZTcq0kwuTeePcGzgaOfLJgE8QCoQNE5qsGNg0FNIj4bmt0G8ZaMi2FUoVe66nMnTFOdacvMcQD3NOvj6If472xFD30Zwqn0Vn/sDT6sWjo6ODh4cHY8eOZenSpcyZMwcrKytu3brF2rVr2bRpE6dPn26WuPjixYsolUoGDRrUxqNvX2hra+Pv78/ChQuZNGkS6enprF27lpCQENLS0lo1ahMbG4uRkdFj/40+99xzJCYmMmLECEaOHMlzzz1Hdnb2Yx1DU3Bzc8PX15erV68ydOjQx1pVN2TIEEJDQ9u0sjAzM7PFbUOEQiGTJ09GT0+P3bt31yo1FwgEBAYGcv36ddzc3LCwsCA1NRVTU9O/PqEBGG5qxJX8YuRVTdffG+g7AwKKi+Nq/T02Npa+ffvW+puWllbTEZrC6u0iacMamgcx0XSyskHfsP40TmWFgpirGTj7maPbADEqDg1rskxbXiHnb6f/hkgg4suhX2KgVR3hyM3NrUtoEs7Ct8OhsqS6wWTXiY3e58M4F5vF2LUXeGtvJJaGOux5tQ/rXvDHzlRf43M0huzs7MeykunoqKqqIjs7G0tLy/YeSrvDxMSEXr16MXPmTN566y2CgoJQKpUcPXqUzz//nJ07dxIaGkp6enqDL+yffvqJfv36PREutK0BgUCAra0tkydP5rXXXsPU1JQ9e/awYcMGLl682Cpam2vXrtXqlvw4oa2tzerVq7l58yZZWVm4uLiwYsWKDpOGunfvHrdv32bSpEkcO3aMuLi4pg9qJZiYmNC1a1cuXrzYZtcoLy9XN3FuCWpIjVAo5MiRI7WeW3d3d/Ly8sjIyGDYsGFcuXIFCwuLRku/2wutPpuMMDOkUqXiTG7TjpoikR66ujaUPERoysvLyc7OrrNyE4vFTZoUKQrLQQBCSf2ERqVUkhZzp9F0U0JEJhWlVXTtV/8qR1VZScbHH6FlY4Pp/FfqH4dSwT/O/4PUwlRWDV5FF+kfpYDZ2dm1Cc21b2HbFJBawysnoYtmE1JUWgEvfRvG7O+uUlxRxZcze3BgcT8CHB69p9PDqJeAPYXIyMjA1NT0ie6Z1BYQiUR1xMXe3t5kZWWxd+9ePv/8c3bt2kVYWFgt/c3JkyeZNm1aO4++fWBgYED//v1ZunQpY8aMIS8vj40bN/L9998THh7eopRUTk4OGRkZdO3auDawreHs7MyZM2f49ttvWbNmDR4eHuzbt69dx5Sdnc3BgweZPn06vr6+BAcHc/DgQW7evPnYxjBo0CBu3LjRZiLxqqqqR/bOEYlETJkyBZlMVitFJhQK8ff359q1azz//POEhYVhaGhIWVmZRlYqjxOtVrZdg56GBnQSizieXcAEi6ZLP6srnf4gNAkJCUilUvT1a0cYxGJxvUrsh6EorEAo1UYgqj9Vk5t2n7IieaPppqiLaRiZ62HtVv/Yc3/6ifJ7cXT5+iuEuvVXSa2JWMPFBxd5v/f7BHQOUP9dpVL9kXJSVMGv78DVjeA6AqZ+C7pNN/d8kF/Kyl9jOHDjAUZ6Wrw/risv9rZr0kumpcjJyWm3VV9HwrPUm2aQSCR4e3vj7e0NVLuXJicnk5SUxNWrVyktLUUikZCWlsbgwYNRqVRPdPPHR4FAIMDe3h57e3tGjx5NXFwckZGRnDhxAicnJ3x8fHB1ddXoRXX9+nW6d+/+yC+11sLUqVOZMGECn3zyCfPnz+e///0vq1ateuwpxtLSUnbs2EFQUJBal2lra8usWbPYuXMnGRkZBAUFtXmksMYy4ezZs0ycqHkEXlNUVVW1ik2AtrY2wcHBfPvtt5ibm6tF035+fqxbt4758+ejVCrJy8vD2NiY+Ph4PD09H/m6rYVW/xbFQgHDTA05nVuIQoP8sIG+MyUlCahU1dGX5OTkeruDikQiDSI0FYgMG083AQ1GaPLSi5HFFdC1f/1i4MrMTLK//AqDAQOQNCC8O3DvAN9HfU+wezDPuT9Xa1tRURHa2troqspg+/RqMtPnNZi5s0kyU1BaySdH71QLfm/JWDDQiXNvDWFef8c2IzMqlapuROkpxdMiCG5tGBoa4uPjw/jx4/nb3/7Gq6++SkJCAm5uboSEhLBixQp2797N1atXn5jeU20BsViMh4cHzz33HMuXL8fFxYWrV6+yatUqDh8+THJycoOfTWVlJTdv3uxwCw8tLS0++OADUlJSGDBgAOPGjWPIkCGPrQ+QUqlk3759uLq60qNHj1rbLCwsmD9/Punp6ezYsUOjxsePin79+nHv3j11tVVrQiQStVp6z9jYmGnTpnHgwAF1SX5hYSE6OjqsX7+erl27kpiYiEgkIiUlpVWu2VpoEzofZGrI3ow8bhaW4NeEyZ6BgStKZQWlpffR17cnLS2tXkKjUYSmoByxacN5xAd3o9E3Msa4c/3ppOhLMoRCAe696xdXZa1ciaqigs7vvlMv4QmVhfLhlQ/pZ92Pt3u9XWd7Tk4ODobKar1MbgKMXwv+sxu9p/IqBT+GpvDl6XsUlFYyuYcNb4xwx8b40ZpSaoKSkhKEQmGdaNnTCJlMhp+fX3sP44mHoaEhcXFx9O3bl6VLl1JQUEBycjKJiYmEhoZSXl6Og4OD+p+ZmdlTF8HR1dXFz88PPz8/CgoKuH37Nr/88gvl5eV4e3vj6+tby6jt9u3b2Nradqj+Yg9DIpGwZs0a3n33Xd544w369OnDiBEjWL16dZu6boeFhVFZWcmIESPq3a6np8eLL77Ir7/+yubNmwkODm5TvaCuri6jRo0iJCSEBQsWtGo0TZP3Y3Ngb2/PgAED2Lt3LyYmJty/fx8XFxcSExMZPnw4R44cQUtLq46/T3ujTQjNQBMpAuB0rrxJQqOvX+2XUFKaiL6+PTKZrN4HU5MvTCmvQOTYsGfLg5horN08650gFVVKYkJlOPiaYWBUtyVBSXg4BSGHMF24EO16HsKE/AReP/M6DkYOrBi0ArGw7kdbfvckEzLWgLY2vHQQHAc0OFaVSsWRSBmf/XqX1NxS+ruY8f9Ge+Bt8/hM3RotMX+KoFQqnwmCWxHR0dFMnToVqO694+vri6+vLwAFBQUkJSWRlJTE5cuXqaysxMHBAXt7+6eS4BgZGdGvXz/69etHRkYGkZGR/Pjjj+jr6+Pr64u3tzfh4eFPRLWYubk5W7du5f/+7/9YtmwZXl5ezJgxg88++6zViUROTg4XL15k3rx5jaaThEIho0ePJiIigi1btjB58mRcXFxadSwPw8vLi6ioKM6dO9dqHkwKhQKFQkFsbCy5ublUVVWhUqkQi8WIxWI6deqElZVVvT2eGoORkRGZmZloaWmxZMkSxGIx69ato2vXrqxbtw4PDw9kMlmr3ENroU0IjYmWmO5Sfc7kFvKmY+OlZHr6DgCUliSDabV5WX2h/aZSTqpKBcqSqgZTTvKcbAoy0ukxcly92xNuZFEqr6zXGVhVVUX6h/9BbGWF2cIFdbbnlOaw+NRitEXafD3sayTakroXCP8B17B/UKZnhfYrh8Gk4U6uoQk5fPLLHW7eL8Cjs5Qf5vZqkSneo+IZoalGQUEBBgYGzwTBrYDKykqSk5MbnMyNjIzo1q0b3bp1A6p77SQlJZGcnMylS5eoqqrC1taWLl26YGtri7W1dYfRjbQ1LC0tGT58OEFBQSQnJxMZGcm6deuorKxELpdTVlaGbgO6vo4EJycnDh8+zG+//cayZctwdHRkwYIF/Pvf/0YiqWfubCaUSiUhISEMHDgQExPNiiT8/PwwMzNjz5499OnThz59+rQJcRYIBIwdO5YNGzbg4eGBjY1Ns89RWFjIvXv3SEtLQyaTkZWVhZaWFmVlZVRWViIWixEIBFRVVVFVVUVERAQZGRlIpVKsra2xsrLC0dGx0RR6REQEZ8+eZfLkyfz8888UFBRgZmaGt7c3RUVF5Ofno6Oj82SnnBRKFSKhZl/yEFMpa5IyyKusopNWw5fR1jJFJDKgpDQJqNbQeHnV7XPUVIRGXbJtWD8LTY2qztvaevnWu/32uQcYmuli27XuA5C3cxflMTHYrFmD8E/pl3JFOcvOLCOnNIcto7ZgLfkTIVIq4Pj7EPo1WRJvMgd/hk8DZCY2Q85nx+5y8k4mnQ11+XyaL1P8umj8mbc2srOzNZ4Q/sp4RuxaD1evXlVPrJrA2NiY7t27q32p8vPzSU1N5f79+xw7dozs7GwsLCywtbVV/6svZf1XgkAgUKfkLCwsuHv3Lvfu3eP48eM4Ozvj6+uLi4tLu/WS0hQ9evTg/PnznDx5kn/84x9s3ryZF154gX//+9+Ym7d8ARcWFoZQKKRXr17NOs7Ozo5XXnmFnTt3kpmZybhx49qELEskkmannlQqFYmJiVy/fp3ExERcXV2xsTUdLOQAACAASURBVLGhe/fuWFpaEhsbS1RUFOPH19+8uCbKnJaWRlpaGrt27UIikdCzZ0+8vLxqLdZu3rzJuXPnmDNnDiYmJhQXFxMSEsLLL7+Mu7s7u3fvxtbWlqqqqic75XQ2JpNhnpqF3YeaGLIqKYPzeXImWjRsYiQQCNDXc6C0NBmobkw5efLkOvvVRGgaqor4g9DUH6FJiYpEVyLF3M6hzractCLS7uXTZ7Izwj+Rh6qcHLK++AKDvn2Qjqydi1WqlLx38T1uZt1k1eBVeJt51z5xWQHsewXuHYfAV/k1w53+JnVZ8f28ElafuMf+3+4j0Rbz1kh35vV3RFerfSek3NxcdbXK04ycnJxnxK6VcO7cOVxdXVt8vLGxMcbGxvj4+ABQUVFBWloaqamp3Lx5kyNHjqCtrV0rimNpadnhX+4tRXx8PAEBAXh5eVFaWkp0dDSXL18mJCQEFxcX3N3dcXZ27tCRm6CgICIiIjhz5gwffPABDg4OTJ48mY8++qjZGpvi4mIuXLjAvHnzWhRhMTIy4uWXXyYkJITvv/+eGTNmtAlB9vLyIjo6muPHjzfabb6iooKIiAiuX7+OSCSiZ8+eTJw4sU76yNrampMnTzZ4HqFQiIWFBRYWFnTv3p1Ro0YRFxfHtWvXOHHiBN26daNXr15UVFRw/PhxNZmB6q7ht27d4tatW/j6+qJUKnFzcyM3N7fD+AzVoFmE5sfQZI0JTXepPsZiEWdyGic0AHr69sjl1RVIGRkZ9ZaB1bBYhUJRL6NVFFb3yhAZ1U9oUqNu0cXTu96eS1HnHiASC/HsV5dsZK5ahbK0FMt3363zgHz121ccSzrG3/3/znD74bUPzImHHcHV4t+xqyBgHvKvv64VUs0pKufrM/H8GJoMAnilvyOLB7vQqYnmmo8LeXl5j9VRs6Pimblg6+HatWt1XMAfBdra2upoBVSvZHNzc0lNTSU1NZXw8HDy8/OxtrZWR3C6dOnylxC6l5eXk5KSovbz0dPTU3dTLywsJDY2lps3b3Lo0CG6dOmCm5sb7u7uHVY8PGTIEC5cuEB4eDjvvfceXbt2Zfjw4Xz88ccaL6wuXLiAt7f3I0VUtbW1mTZtGhcuXGDjxo2MHDkSb2/vVk1BCQQCJkyYwObNm4mIiKi34CApKYlDhw7RuXNnxo8fj52dXYNj6NSpE2VlZRQXF2vUpkYoFOLm5qYmJtevX2fjxo1oa2szdOjQWhEygUDA8OHD2b9/P15eXri5uRETE0NiYmKHq0psXoQmNovU3BJsTZqeDMRCAQNNpJzJLWzSa0Jfz56srOMoFJXk5eWpBYIPo2aF1SChKWg45VSQmUFhVgb+YyfV2VZRVsXdsHRcelqg9ydDvtIbNyjYtx+TeXPR+VMTs4NxB9l0axNTXafystfLtU8adxL2zgWBqJb4Vy6XI5VKKSqvYvOFBDadT6C0UsF0f1uWBbli/Rgql5qDoqKiv3z4XhPk5ubi7u7e3sP4SyA6OpopU6a02fkFAgGmpqaYmpqqiVNZWRn3798nNTWVsLAw9u/fj0QiqRXFMTc3f+LExvHx8dja2tYr9jQ0NKRnz5707NmTiooK4uPjiY2N5fz580ilUjW5sbZuuF9de8Hf31/d6f29994jMDCQwMBA/vOf/9CvX78Gj8vPzycyMpLFixc/8hgEAgEDBw7E2dmZkJAQoqOjGTt2bKtofGqgq6tLcHAwW7ZswczMTO2TU1FRwcmTJ7l79y5jx47VaO4RCARYWVkhk8maLWo2MTFhxIgRCAQCwsPDuXXrFk5OTrUWs3Z2dlhaWnL9+nXc3d25fPky2dnZ6OnpdSgvqWYRGqFAwParKbw9ykOj/YeYSDmUmc+d4jK6Shp+WevpOaBSVZGREY1YLK53BVGjVG+IEVbllSHQFSHUq3tLNfoZOy+fOttiw9KpLFPgPai2OEulUJD+n48QW1hgtqj2A3It/Rr/vvJvelv15t3eD0VuVCq48hWc+AAsukLwduhU3Z25srKS8koFO8LT+fpMHDnFFYzy6sybI91wseh4pEGhUFBaWvqsKSXPNDSthaYEwW0FXV1dXFxc1BO9UqkkKytLHcW5fPkyxcXFdOnSBRsbG7VwUiqVdpiJuj7Exsbi5ubW5H7a2tp4enri6emJUqnkwYMHxMTEcPDgQcrKytTkxtHRsUMJ311dXdm1axdpaWn861//YtSoUXh6evLBBx8wblzd4o6zZ88SEBDQqqTDxsaGBQsWcPbsWTZs2NDq0RozMzMmT57Mnj17eOWVV8jPzyckJARbW1sWLVrUrHYG1tbWpKSktKhKS6lUcvv2bWbNmkVSUhKbNm1i8ODBBAQEqO916NChbNu2TT2uwsLqJtR5eXkdJiXfLEIzzMOCXddSWR7kqpGZ2xCTarO4M7nyRgmN/u+VTmmyGw2+QGs+1IZydoq8csSd6s8Tp0ZFomdohKmtfa2/q1Qqbp17gLmdFEuH2sZ2edt3UBYVhfXKFYgkf4wpsSCR5WeWYy+1Z+XglWgJf58AKkvh8DKI3AWeE2DSetCpfrAUShU7riSwr8yLwiPR9HEy5e3RHnS37ZihX6jORevr6z81vXYaQmVlJcXFxRgZPb5y+b8qrl69ikQiafcGn0KhEEtLSywtLdVmdMXFxaSmpvLgwQOuXbuGTCZTdx23srLqcCRHqVQSGxvLkCFDmnWcUChUp96CgoLIyckhNjaWK1eusH//fhwcHHB3d8fV1bVVicGjwNramk2bNrFixQo+/PBDZs2ahbGxMXPnzmX58uVIJBLy8vKIjY1l6dKlrX59sVhMUFAQnp6ebRKtcXFxoW/fvmzZsoXKykomTJjQooiwj48PO3bsYPDgwc2etx9ubGptbY2bmxv79u0jOzub0aNHIxAIsLS0xMnJiRs3buDm5oaVlZVaGPxEEpoXe9tzPDqDY7fTmdi96XKzzjpauOrrcDFPzhI7iwb3qyndzsuNaTC3XTOJNBahEZvUJTQqlYqU6FvYdvWpMxHJ4grITStmyEsetbZVZmSQtWYNBv36YfiQYCuvLI8lp5YgFor5athXGGr/ToIK02DnC5AWAUPehQFvglCISqXi1J1MPv81hpgMOVY68PWcXvR36fheGjXpsacd+fn5GBkZPfXErjXwqILgtoSBgQEeHh54eFRHn1UqFYWFheqqkI5GcmQyGVKp9JGJtqmpqbpMubS0lHv37hEbG8vx48cxMzNTR286QkrOyMiIlStX8umnn7J582Y2bNjAp59+ypgxYxg+fDjdunVrU/FzW0ZrtLW1KSkpwcLCQt1uoLno3LkzRkZGxMbGqn/HmuLGjRv4+/ur/9/MzIzZs2ezY8cODh48yMSJExEKhQQGBrJ3714GDhyInZ0dMpkMmUzWYYpHmkVo+ruYYW+qz46rKRoRGoABnaTskOVSoVSi3cBLobp0Wx95YWKDL9HGCI1KpUKRX46uc92IR36GjKKcbGwn1dXl3D53H209Ma4BtYXOGR//F1VVFZ3/9YH6ujXl2ZklmXw78ts/Gk6mXoNdL0BFMcz4CTyrQ6FXE3P537G7hCfn4WhmwP8baI6xPIkBro/fT6YlKCoq6jArtPbEMx1R66G1BcFtCYFAgJGREUZGRuoihY5EctLS0lrkYdIY9PT01CaHCoWCpKQkYmNj2b59u1pE6u7ujp2dXbtWjWlpabFo0SIWLVpEeHg4n3zyCcuXL8fZ2ZmkpCTmzp3bZqmzh6M1Bw8ebJVoTWRkJOfPn2f+/PmcP3+e3bt3M2PGjBZ9xj179uTatWvNIjQqlYr79+8zevToWn/X1dXlxRdfZOfOnRw+fJgJEyZgY2ODvr4+CoUCKysr4uLiOlTpdvM0NEIB0/27sOJ4LCk5JdiZNi0O7t9JwncPsokoLKG3cf1fukAgQFfXBoUis8GXR2MaGlVpFapyBaJOdcVxf/jP1NbPFBeUE/9bFj6DuqCl/ccPR372LPLjxzFfvhzt30VaNeXZv2X+xueDPqebebXpF7/9BEeWg9SqWvxr2ZXbDwpYeTyGMzFZWBrq8N/JPkzv2YXwa1fJ5ckhCM8iNNWQy+XPiF0rIT4+vtES1Y6OpkiOTCZ7bCQnLS2tTVN3IpEIZ2dnnJ2dGTVqFJmZmcTExHDy5Elyc3Oxs7NTV5dZWlq2WwTT39+f999/n1GjRpGWlsb//vc//vnPf/Lcc8/x9ttv4+jo2CbXtbGxYeHChepoTVBQEL6+vi1K9Rw/fpzZs2djbm7OpEmT2Lt3L7t372b69OnN9sHp2rUrx48fb1ZlplwuB6qF5H+GlpYWM2bMYNu2bZw4cYIRI0bQs2dP7ty5g7m5OcXFxWRlZTVrjG2JZrsGTfXvwsoTsewNT+X1EU3n+foaSxACF/LkDRIaAF1dG0Tim+jpNUx6oH4NTVVedcl2fRqa1KhbGBh3wsS6S62/37mUhlKhqiUGVpaUkPHhf9B2ccZ07h+VSyuvr1SXZ49yGFXdKfvE+xC6DhwHwvQfuCfXYvVP4fxyKx1DXTH/b7QHs/s4oPc7WXrSCMKzF3k1nrTvrSMjJycHJ6eGHbKfRGhCcq5fv05aWhoCgYDOnTur/UAsLCwwNzdvUTRBJpM9tmaUNfoJS0tLBg4cSFFRkbqDekREBEVFRequ4Y6OjlhaWj7W9FR4eDj9+/fHw8ODDz74gKNHj7Jy5Uq6du1KQEAA8+fPJzg4uNWjNg9Ha44dO0ZoaChDhw7F1dVVo/uXy+WEhIQwc+ZMdZm0SCRi2rRp7N+/nx07djR73GKxmO7du3P9+nVGjRql0TEZGRmNfmfa2to8//zzfPPNNzg4OODt7c2JEyews7OjrKxMLQ7uCGg2obEy0mOgqzl7w++zLMitSRdbYy0xPlI9LuUV8VYjZFlXtws6OpeQSuu3Y24s5aTIq+6UKjKuHaFRKZWk3L6JnXe3Wl+WUqEk6kIatp6dMLb8I8qUvW4dlWlp2P+4DYF2dQn31qitbI3eyvMez1eXZxdnw545kHQBAl8luec7rDmcyMEbD9DXErF0mCvz+jtipFf7R1hSUvJEVcrI5fJ2F292BMjl8npXLs/QfOTn57dYH/AkoTGSk5GRQWZmJgkJCYSGhpKTk4OhoSGWlpa1iI6JiUmDq/3KykpycnLarbeYRCLBy8tL7eheVFSk7r8VHh5OcXGxuvdWTQSnrQhOYWEhWVlZtbRZo0ePZvTo0Tx48IAVK1bw3nvv8dprrxEUFMTChQsJCgpq1YiSjY0Nc+fOJSYmhhMnTnDp0iWCgoKwtbVt8BiVSsWRI0fw9/enS5fai22RSMTUqVMJCQlh69atzJgxo1mLy4CAADZu3EjPnj01itJUVFQ0qT3S09Nj4sSJ7N+/n0WLFuHh4UFaWhpVVVVkZ2drPLa2Rot8naf37MJr23/jUlw2AzXoMdS/k5RvUrMoVigwaCAvqKdrjbZ2JaYNpLEaIzQ1ERrRnyI0WSlJlBTk49CttmlR/G9ZFOWVM2DGHyWPZTEx5Gz5HqNpU9H/feVzLOkYn1//nCC7IP4R8A8Eshuw80UoziJv+Bo+y/Bn9+pLaIkELBjoxMKBzpg0YIpXUVGBtnbHMMzTBMXFxc8iE1RP1q2tVXgaUVxcTHl5eaOT/F8ZD5Och0utFQoFubm5aqITGRlJZmYmcrkcMzOzOkRHKpWSkZGBmZlZh+lhJZFI8Pb2VgtD5XK5uoP69evXKSkpqUVwLCwsWo3gxMbG4urqWq/exMbGhtWrV7N69WquXLnCunXrmDlzJtra2owfP57XXnutXs+zlkAgEODh4YGbmxs3b95k7969WFlZMXTo0Fqd0Wtw69Yt8vPzmT59er3nEwqFTJo0iXPnzrFp0yaCg4Mb7b30MIyMjBg0aJC6XUFD5K2kpIS0tDTu3r1LZmYmp06dQltbG0tLS3WK9GHUVMDt2rWL0tJSsrKy0P7/7L13XFQHvvf/nsrAMNQBpNcBBAFREDGxxJIoGjUxzejqxmhMdrObTe7dvXdbsvt79j57791snq0xPcaNRmNiXZNYY68gYkFBUKS3AabA9JnfHywnIqigIJDwfr3mxXBm5sz3nDkz53O+VS6nqampR3bdC+7oGzEjKQgfDxmf5lb0SNBM9PXk7+X1nGhpZap/91e7CkW7Sg0O7n4WU3NzMwAmk6lL91pHixmRXIzYo/PmlBWcBiAyNb3T8rP7KvAKcCcqtV29upxOal99DYmXF4H/9m9Ae6+ZXxz6BWMCx/D7ib9HUrAe/vkyDg8178e9yetfKIEqvjc+kh9MiSXQ69YK12Kx9Hra6UBiMpkGdbv0e8VwUnDfUFpaikql+taOILhTJBIJAQEBXWYXWa1W6uvrhVtJSQl1dXU4nU7c3d2RSCTk5uYKQmcwfVdVKlUXgdPhwTl58iQmk0mYoB4dHX1XFVTFxcU9EiUdlVxOp5PNmzfzwQcfkJ2dTVhYGAsWLOCHP/xhn1y4iMVi0tPTSUlJ4dSpU3z00UdoNBqmTJki9FczGAzs3LmTRYsW3VKUikQipkyZQmBgIB9//DGzZs3qcTXRuHHjuHjxIidOnCA7O1tYbjabKSgoIC8vD71eL0zhdjqdwoDLkydPUl1djUKhYMyYMaSnp6NUKrHb7RiNRiorK8nIyKCpqQl3d3chB2cwcEeCxk0qYf7oUNadKKelzYqPx609D5neSmQiEYebjbcQNO0HU1BQ9z94HZnURqOxy2P2ZgsSH0WXL8W1s/moI6Lw9P2mRr7uqp7aK3ruf0IjzG1q+XQjpoICgv/790h9fbncfJmX9r1EuCqcv0x6HcXOX8GpdylTjWVhy0rqtR48kRHKi1M1hPawu+9Q89BYrdYhJcD6i+Fcor7hypUrw2M0eoFcLicsLKxLOKK1tZXNmzcjl8uprq7mzJkz1NfX4+7uTmBgIGq1WuiU7O/vPyj65qhUKlJSUoT5W3q9XhA4J06cwGKxdPLg9FTgWK1Wrl271qvO02KxmAULFrBgwQJMJhOrV6/mH//4B2+88QapqaksWLCApUuXMmLEiDveXmjPZcnOziY9PZ2jR4/yzjvvkJaWxsSJE9mzZw9jxozpcUg/KSkJPz8/1q9fT11dHVOnTr3t/rl+tIJGo8HPz48jR45w9OhRYmNjycnJITIyEpFIRHNzMx9++CGTJk0SXu9yuYQk97/97W+kpaXR3NyMVCpl4cKFbNu2jejoaDw8PLo9Jw8Ud+yzfDwjjNVHy9hWUM2S7KhbPlcpkTDWy4PDLTdXcgr39i+ur1/3fWYSEhIoKSnptoGPXWtC6t/5CsVmMVN16QKjZ3aePlqwrwK5QsLICe3uO3tDA/VvvIFHVhbe8+ZR21rLC3teQCFVsCr7/6D8ZDFUHudD1xz+q/FJ5o6O4MfTNESpe9dBd6gJBIvFMqQEWH/R09kow9ya8vLyIZVDNlhRKpWYTCahDwi0n3yam5upr69Hq9VSXV3N+fPnaWxsxGq1dhI4198Gyqvj5eUllIcD6HQ6IUR1/Phx2traCA4O7lQh5ufn1+UkXlZWRkhIyB1vh7u7u1D+XVdXx6pVq9iwYQOvvfYasbGxPPjggyxZsoT09PTbr+wmKBQKpk6dSmZmJgcPHuSvf/0rNpuNZcuW9Wo9I0aMYMWKFWzcuJGPPvqIefPm3fYCwc/Pj8mTJ/PZZ58hEolQKpWsXLmySyd+Hx8fbDZbp1YdHVV68+bNY/r06axdu5aGhgYWLVpEVFQUvr6+qFQqlEolVqu1dzulH7ljQZMc4k1SsBef5lbcVtAAZPt48udrdRjtDjy76TIsl/ljtYK3t717Q//lmrvRZe1yurBrzSg0nT/cyosXcNjtnfJnjM0WSvPqSXkgDLmifX11//0/uEwmRrz2GgabgRf2vIDRZuTtUa/g9f6j2Kw6XrG+iCN5AV9O16AJurPww1ATCEPNo9QfuFyuISdEBysVFRXd5hIM03tuTFQXiUT4+fl1e7FnNptpampCq9XS2NjI5cuXhWRkmUyGv78/fn5++Pv7C94dX1/fe5qf4+3t3UngtLa2UlNTQ3V1NRcuXGDPnj2YzeYuIqeqqqrP8tuCgoL4zW9+w29+8xuam5tZt24dW7ZsYdKkSXh5eTFlyhSefPJJZs+efUdhU5VKxezZs5HJZJSWlrJ27VqCg4PJzMxEo9H0KElZqVSyZMkSjh8/3u1ogpttV0NDA6GhoTz99NPdvo9IJCI0NJTy8nKSkpK6PO7h4YHVamXixIls3LiR2bNnk5GRwbFjx1CpVJjN5t7tjH7kro7aJzLC+M32Qi5U60gOuXXHyiwfJc5rkKtvZYpf17CTSCSisdHJiCBTt6/vSAa+8QNx6K1gdyJVdw79XDt7GqlMTmjiNx/Q+QOVuFwuUh9o9wYZDx1Gv2MH6h/+EFFkKD/Z8zxl+jJ+IH6ApE0vUO3044Owv/Hc7JmMCr27jpxDTSAMn8jBbrcjkUiGuwT3AdXV1Xftxh+m/XewtbW1x2FQhUIhtLO/cT1GoxGtVivc8vPz0Wq1tLS0oFKpUKvVgtjpuHl5efX790GpVHaavQXdixyDwYC/vz9Op/OWnpze4uvryw9/+EN++MMf4nA42LFjB+vXr+f555/HYDAwfvx4Hn30UZ5++uledWp2Op1cuHCBp556ioCAAC5cuMDhw4f58ssvGTt2LGPGjLmtN1gsFjNhwgTi4+OFMQw389ZUVlayceNGnnjiCQ4dOsSePXuYMWNGt/snJSWF06dPdytorl69ikQiYeLEiWg0GtauXcucOXPQ6/WoVKqh3YfmeuaNDuX/fnGJjbmVJM+99Qeb4aVEIoLjLd0LGoDGBjvh4a3dPtbRf+bGD8OubRdAN4acygryCR2ZjEzeflK2WR1cOFRNVKoaL7U7DmMrNa+9ijwmBt8Vz/Kzg7/gVO0pFjSMYIXxfc66ZeB67D1+q+mbxkxDSSA4nc6bTjX/LjHUvGqDmbq6OiZMmDDQZgx52tracHNzu+vvpkgkQqVSoVKpiIqK6vSYw+GgpaVFEDr19fVcvHgRrVZLW1sbXl5eeHt74+Pj0+nm7e3db4KnO5Hz+uuvc99996HT6br15HR4c+5G5EgkEubOncvcuXMByM/PZ82aNfztb38TuhOPHz+eWbNmkZOTc0tBcvnyZVQqlVCtlJaWRlpaWqdcFY1GQ0ZGBuHh4be0Wa1W88wzzwjemuzsbMaPHy/0rDGZTHz66afMmzeP+Ph4IiIiWL16NWKxmGnTpnVZd3JyMrt27ep2EG9JSQnJycnCRO+FCxeybt06kpOTOXz4MJWVlXe0b/uDu/pW+CrlzEgKYltBNb+cPRKZ5OYHsqdUwihPd4633DyBqL7Bhkik6/axDg9NF0HT+C9Bc52HxqBtRFtZzqgp04VlxSdqMbfaSJvWXjba8Kc/Ya+pJWj1Ryz78v+Sr9/Jk1oxvzKepCb1B6TO/x2I+6YiY6gJhI4T+UAnEw40Q82rNpipr6//zpZs9yX3otGjRCIRPDI3Yrfb0ev1tLS0CLcrV64I9zvaPVwvcq4XPX0leAwGA06nk9TU1E6/Ux2enJqaGgoLC9m7d28XkRMQEICfn98dfbfT09OFnJqGhga2bNnC7t27+elPf8rixYuJi4tj/Pjx5OTkkJOT02ladkFBQad5SR0EBwczd+5cZsyYQUFBAdu2bUMqlZKRkcGoUaNumiPU4a1JSEhg3759/PWvf2XSpEmkp6ezc+dOoYwc2vOFli5dytq1a9mxYwc5OTmdPgepVMrYsWP5+uuveeyxx4D2fkdFRUVcu3YNLy8v8vPziY+PJzQ0lOzsbGGg5bcm5AQwb3QIO87VcLikkQcSbh0jH+/jyeqqRixOJ243HNROp5OGeisORxMulxORqPPjNxU0WjNIREi8v/F+XDubD0Dkv/JnXC4XZ7+uRB3uSYjGh7bTp2leu5bqB+aw8NhWHL5beUxv5j9MJnjyY4JHdk4kvluGmkAYPpG3M5S8aoOdpqYmIiMjb//EYW7JQHeulkqlN83XgXbvjk6nQ6fTCSLn6tWrnQSPp6fnTQWPSqXq0YVfY2Njt/1sbhWuqqmp4eLFixw6dIjm5mY8PDyEHKLrq8N8fHx6JLoCAgJYsWIFK1asANq9kFu3bmXXrl288sorPP3008Ik7ZkzZ1JWVsb06dNvuj53d3fGjx9PVlaW0MNn9+7dhIWFCXO0bkzohfYBo48//jjV1dXs2bOHgwcP4nA4ukwe9/DwYMmSJaxfv55169Yxd+7cTrlYEydO5K233iIvL4/GxkYKCgoICQnB4XBgsVgoLS1l586dxMfHk5WVxcWLF1Gr1VitVpxO56AIzd+1oJmcEICXQsrW/KrbCxpvJW9XNHBG30bWDWMQ2pPXXLhcdqy2JtzknTsc3spDI/VXILquY3HZ2XyUPr6ow9t/QCsvNdNU3cq0pSNpM7Zx6ZX/oM3Dh58EuYPPJqa1tvErSSCS5z8G/77vZDrUBMLwibyd4ZBT32EwGIY9NH3AQAua2yGRSG4reG708Fy7do2CggJaWlowGo3I5XJUKhWenp6d/l5/vyPPpyd0J3KcTid6vZ7GxkYhtFZSUoJWq8VgMODj49Mlh0itVqNUKm96YRoUFMRzzz3Hc889B0BtbS2bN29mz549vPzyy9TW1rJq1SqSkpIYO3YskyZN4v777+/igRGJRMTExBATE4PVauXKlSsUFRVx8OBBPD09SUhIICEhgZCQkE62hISEsGTJEt5//30MBgMffvghmZmZpKSkCL9jbm5uLF68mMOHD/P2228zffp0Ro8ejUgkQiaTkZ2dzY4dO0hPT2fFihX4+vpy5MgRmpqaePjhhzGZTJw5c4ZPPvmElJQUampqsNlsmM1mPDxuP9uxv7lrQeMmlTA7NZitZ6pps9rx4CxXgQAAIABJREFUkN98leO820XM8ZbWLoKmvWNme56MxVJ7U0FzowpsL9n+xq3ndDgoK8gjLiNb+LAL9lWgUMk4aG6j6Zn/Zl5tJZ8vmI0kchPpZjP/EzQVycN/Bnn/fCB2u33IhJtg6Amw/mJ4P/QdDoejk/t9mDvj+tLaoYhEIsHX1/emJcculwuTyYTBYBBuHcnL165dE5bp9XrEYjFvvvnmLYWPSqXqdhaSWCwWvELXCx1oD7U0NzcLQqeyspKCggK0Wi12u/2mZfA3XgSOGDFCKAu/fPkye/fuJSAggEOHDnHw4EHeffddtFotoaGhNxU5crmcxMREEhMTcTqdVFVVUVRUxJYtWzCbzWg0GhISEoiJiUEmk6HT6WhsbOQnP/kJlZWV5ObmsnfvXlJSUsjIyCAgIACJRMLkyZNJTEwUJoZ3iJWvv/6atLQ0ysvLhd++1NRU3nzzTWbMmIG7uzvZ2dloNBrWrFmDWCzG5XJ1O2NxIOiTs+zctFA+OVnB7sI65o2+eRmdv1xKvIeC4zojL9F5DonT6bxO0NSBalSXx6Gzh6a7ku3q4otYWluJGdM+vqD6mo5r57Tkezm5smEvfyncS0v2KHZrdhJvs/HX0S/jlvUC9GM4yOVyDQp3XE8ZLO7DgcZmsw0Lmj7C4XAM78s+oLW19VvdoFAkEuHh4YGHh8ctZ1V9+eWXuLu7k5SU1En8NDc3U15ejtFoFJZJpVJB3CiVStzd3XF3d8fDw6Pbv25ubkIH5hsxmUydKsMuXbqEVqulqakJNzc3oRLsRnFVUlJCVFQUM2fOZMGCBcL6mpqa+Prrrzl8+HAnkRMWFoZGo0Gj0ZCcnEx6ejppaWmEh4cTHh7O9OnTaWpqoqioiOPHj7Np0yYhpBsSEoLdbhempet0OvLy8lizZg1qtZqUlBTi4+MJCgpi+fLlgrdGKpUyadIksrKy2L9/Px9++CELFy7E39+f2NhYCgoKyMrKAtqTkhcuXMh7770HdD80eiDoE0GTFe3HCC8F285U31LQAIz3UbK5rhmHy4Xk+oGRTidarQP4l6C5ge4EjcPQUbL9jcvuSn4uYomEwJGpvHvwCue3XCEaEY4od/7yxQ4knnJezbzACKeYVdNW4RnzwF1te09wuVxDJn8Ghp69/cWwsOs7nE7noGrPP1RxOBzD4yNoF3ZhYWE3FR4duFwuzGazIG5aW1sxmUy0tbWh1WqF+9f/tdvttxU9Hh4exMbGkpKSgru7OwqFgtbWViFkZTAYaGlpobKyEqPRSE1NDU6nk/z8/C7htODgYJYtWyb8b7PZOHLkCKdOnaK4uJgjR45QVVVFc3Mzvr6+hIaGEh0dTUJCAqNGjWLcuHFERERQVlbGgQMHcLlc/O1vf0Mulwvl7OHh4WRkZFBRUcGlS5fYvXs3/v7+xMfHk5iYiJ+fH9u3b2f//v3U1taSmZmJp6cn77//PhMnTiQ7O5t169YRHh4utAAIDg4WWjF8qwSNWCxi7ugQPjh8laZW600HNAKM9VKyplrL5TYzicrrQkVOJy0tLkDUraBxONrFzvWhG3tDW/uy6yqcSnJPwIgYpv3lBGaDledN7owYo+Z7ziPUlxTzzlxwKt14e9Za/AOT73bTe8RQEwhDzd7+Yng/9B1Op3PYQ9MHDIvsdiwWS48EskgkEsRJTxs72u12TCZTt2KntbWVxsbGLstNJhNyuRx3d3fkcjlubm7I5XLkcjl+fn40NzcTGRkpeNccDgd2ux2LxYLBYMBsNgvra21tb10SFhbGyJEjBfEjk8mora3lypUrXL16lZMnT7Jp0yZqamqwWCz4+/ujVCqFcvWAgAAaGxspKSlBIpFgt9uFx7OyshCJRDQ0NJCXlyfMSExMTMRgMLBhwwZUKhXZ2dmcP3+e8+fPk5qayrp163jkkUeIjW3PNb3vvvu+fSEnaK92eufgFb44V8Pi8TevZhjr3Z6nkqdr6yJoXC4Rcrm6W0Fjt9sRiUSdrk7s9e0l27JAD1rarHzw1WlcVRUc8pvAqFHezBN5UHuynimJLdS/8BfOalycSlHy0exPCPGL7/Ie/cVQOzEONXv7i+H90HcMC5q+YaiFr/uL/hR214eoekqHJ8hkMmG1WrFarVgsFuH+1atXkcvlOJ3OTstvfJ7FYsFub++W3zGhvqmpSdjWjuGkI0eOJCEhQWgJ0traSnNzM0ajkdbWVpqamrrkHBkMBmQyWadQmJubGzKZDJlMhkKhYOfOncjlcqRSKe7u7pw+fRqpVIqbmxvl5eUArFmzBnd3dxISEkhLSxPsGgz0maBJCvYiLtCTbWeqbyloYt3d8JFKyNO3sijkmz4H7YLGhVSqpq2tussET5PJhEQi6bTcVNmCSy7m/359ifV5NcQ0FjAFeGnxLFLjo/n8vwqIijKj//VPMEklvDfLgz9OepNAWfA9nRDaocAH01TSW2EwGITEvO8yRqNxeD/0EU6nE5PJhMViGWhThjQdIZPv+jHZ2tpKW1vboNsPHeLgxgZ7Bw4cIDExsUfdsl0uFxaLhdbWVuE3qMMTZDabsVqtOBwOwctjt9txOByEhoZSVVWFj4+P8FiH98TpdGKz2WhpaaGuro6mpib0ej1Go7GTqLLb7dhsNmGdDodDODffDJFIJERQBpo+EzQikYj5o0N4fVcxlc1thPl2XzEkEokY4+VBrq6t0/IOBSqT+WG3NXd53Y2x4zq9Be3lFnRWGx8cq2RmUgDjXM3YJSPISI3jwteV2MwOYi78DmudhDWzpfz8oddJ8uva2rm/GWpX+UPN3v5ieD/0HSKRCLvdPuyluUvEYvGguRoeSAbbfrjeQ2Oz2QSB0HHfbDZz+vRpFAqFsLxDSNx432KxCGXUEokEiUQi/BZdL1AAQXAYjUZ0Oh1Go5G2tjbBU9MhWjqqxeRyuRDC6sgH8vLyQiaT4ebmhkKhQCaTCR4aNzc3JBIJCoVC+O6KxWLc3d1JTEwkNTWVrKysQZPX1ae1xHPTQnl9VzHbC2p4YcrN+7lkeCvZ11SLzmbHW9ZuQoegcXcPpMV8tYu7TywWI5VKabFJeOtAKRtzK9no8KDZX8Ge72cQ4SXlzWf/m9TpM/Ewa7m0u4hgyTUsZ1q4FCUi58XXmRo9tS83t8eYTCbc3NwGdf+I61GpVCgUiiFjb3/h6ek5vB/6CIlEgpub25AuOR4MdJyEvuvHpFKpxMPDo1/2Q0cOzY15Mm1tbZ1yZq5fbjabhRya6/Nnrr8vlUrx8vISBEmHN8RisWCxWLrk0HSEhjrCQ3K5nKqqKsrKyrh69SrXrl2joqKCmpoarFYrarUaDw8PIRE4ICAAb29v3N3dkUgk2Gw2PD09CQkJISgoSMihqaiowGQy4efnR2JiInq9ntLSUlQqFYmJiVy6dAmXy0VERATnzp3rlENTWFiISCQaNGHQPhU0Ef4epEf4sL2g+paCZqxXuzvujMHEZL/2A7Kjnl0u98dq03bJX2g2mjBYXTzw+n7EIhGLRofgn6cnJisMVYAnpXknsdusxAS4KP7TL2i1Lcev4SR2XLj9+hUejH6oLze1V4hEolu67AYbQ83e/mJ4P/QdYrEYq9U60GYMeQabZ2KgcHNz61HL/e6qnLpL6L1+WUfPpO4qmzw9PQkMDOyy3M3NTahyutErotVqMZvNFBYWIpPJupR0BwQEdFpmtVo5fPgwubm5FBUVUVZWRlVVFS0tLUKVU0xMDFlZWTz77LOMGTOG8PBwysrK2L9/vzB41M3NTRA3ISEhBAYGUlFRwcWLFzlx4gT+/v4kJCQwadIk6urq2L59OydOnGDkyJE8+eSTVFdXs2/fPiZNmkR4eDjr1q1j0aJFnQadHjly5NsraAByRgXzX19cpFzbRoR/92GndC8PRECurrWroJH54XRacDhakUo9Kao18PevS9AV1uIvdvK97EhWTorFt9lCQ95ZpIHt73El7zgyqZjQE//JxtZVSKSNxF04TcnzDzL/vhV9vZm9YqidGIeavf3F8Mmj7xCLxYNq5stQRSKRDJp8hYFEqVSi1Wqpq6sThMP1jfiuv3+9iOjoQ+Ph4SF4NG4UJ7caU9PRh6axsZGqqiqampqEnjQKhULoQ9Mxzyo8PByVSiV4MmbOnNlpfU1NTezdu5cjR45w5swZLl26RFNTk9CHJj4+noceeogxY8aQlpbWqbJLq9VSXFzM8ePH2bx5M1FRUfj6+uJ0OnnmmWeEPJ6OPjRbtmwhICCAlJQUZs6ciaenJw6Hg8OHD3Py5Enc3d2ZMGGC0Ifm/PnzPPvss/j7+/PZZ58xadKkTmKmpqaG2tpaoGvD24GizwXNzFEj+K8vLvLl+RpWTu7eS+MllRCvVJCn/2aydoegkcnbE4XPXLvKO0cs7CqsQymX8KTaHV+JhB893F5qbSxqz7ORBbjjai7nyuGdRLprqYz+OU0nAtEUraYhLYw5P/5/fb2JvUYkEg2pE+PwibwdmUw27FXoIyQSyfC+7AOUSqUQkvg24nK5hGTf64XJ9f8bjUahU3BhYWEnb4e/vz+RkZGdlnXXKfhW2Gy2TkLl+pvD4RDmPvn5+TFy5Ejh/q3GxVitVvbu3cvGjRs5fPgwZ86coaioSBAvSUlJTJ48mV//+tfcd9993ZakO51OysvLKSoqori4GLPZTHx8PBMmTCA6OlroFPzWW28hlUopLS3l1KlTlJeXk5KSwtKlSwkICBDWV1tby9atW/H09GTlypWYTCbWrFlDbW0tVVVVgigyGAyUlpYyZ84c4bUNDQ188skngvD71gqacD8PUkK9+eJ87U0FDcBYLw++bNAJoSWJRILT6aS4vv3g+9mnB9Ba4/nxNA3L7ovin5s+pa3tG6+Bvd6ESCZG0nCQunUvYbTEETfzUb4qGYXE1oRaf5ZR63cOih0tlUqFUryhgFwuHz75MLwf+hKJRILJZBpoM4Y8np6eVFRUDLQZd0x3s5xaWlqEYZYGg0HIN7y+AZ1arSY6OlpYfvXqVa5cudKp625vcDqd6HS6bkWL0WjE19dXGGkQERFBenq60Oelp8UCHbOcdu/eTW5uLrW1tcKYgylTpvDqq6/eVLx0YLVaKS0tpbi4mOLiYlQqFfHx8cyfP7/LLCcAb29v1Go1q1atQqFQkJmZyaOPPtopGf96r8z1s5y8vLx44IEH+OKLL0hPT8dqtaJUKjl79ixJSUkoFAra2to4c+YMR48eJSUlhRMnTny7Q07Q7qX5w84iqltMhPh0P78lVeXBupomKsxWQt3k7C1uJmDxH3ltRzWvjoflE3yYN34qSrd2E2+ch2SrMyJ10yFav5AScyYisZjTvmE4qhXEXfsnUb9+DfktWmffS4baiVEulw+X19Iepx9Kn9tgRqVSUVFRwciRIwfalCGNSqUadKXK12O327sIlusnb984bdvHx4fo6Ghh6nZPp237+Pj0eD90TNuurq6mtraWxsbGTtO2O24ajaZX07ZvpK6uji1btrBr1y5BwGg0GiZMmMCf//xnLl++zPLly286uLMDl8vF1atXOXXqFFeuXCEsLIyEhAQmT57c7bTtDqqqqti7dy96vR673c4LL7zQxWtksVhYv349EomElStXdpq2bbPZOHbsGLNnz6axsZF3332XkJAQjEYjHh4efPbZZ5SUlJCQkMDChQv54osv0Ov1Qg+bwUC/CJpZ/xI0X52vZdn90d0+J03Vnvvy99MVHD9awTVtGxK5giUZ7YPCpmjkgpiBdqUqTPNsvob9ajlyZz5kP0PJ12YUUU4u79YSavNEEy/Fd978/ti0O6LjxDhUGrUNNQHWXwwLu77Dz8+Pa9euDbQZQ56BFjR2u72TQLlRsLS1tQn5Iz4+Pnh7exMdHS387+Xl1SdX82q1mvr6+i6/qdeLl46/FouF4OBggoODGTlyJAEBAfj7+/c6FHUjDQ0Nggfm5MmT1NbWEhcXR3Z2Nm+88QY5OTmdBrJ++umnXLt27aaCxmQyUVBQQG5uLlKplIyMDObNm3dbsaDVatm3bx8VFRVMnjyZ0aNHs337dvbu3UtOTo7wvLa2NtauXUtwcDA5OTldPodDhw4RHBzM2LFjAZg6dSrFxcUcPXoUNzc3YmNjmTVrFkqlksOHDyORSGhsbEQul3+7PTQxAZ4kjlDdVNAYzDYOn64Gp4uPL9WQ4S7j54vH8tT9ixm98gtadGC1aju9xmq1tqvTwq04t/wHDvu7yEZn0DQ2Fe3HKymMdTKm7SkiG3cT8f6rg0o4iMViofX03X6J7gVDTYD1F8PCru/oqLAY5u64F4LG4XDQ0tIiJL92DF/UarW0tbXh5eUliBUfHx9iY2MFwaJSqe7Jya3jfQoKCtDr9d2Kl+TkZGbMmIGvr2+f/Y7l5eXxj3/8g127dlFaWkpcXBzjx4/njTfeYObMmV0a6l1PWloahw4dIj09vdPympoaTp06xcWLF9FoNMybN4+wsLDb2ux0Ojl27BhHjhwhOzub+fPnC+eXhx56iFWrVhEXF0d8fDwmk4mPPvoIjUbDtGnTuqzbbreTl5fHsmXLhGUymYzk5GSqqqpQKBSC3VVVVRw7dozk5GR0Ot2g8c5APwkaaA87/XnvZeoNZgJV7RvcYLDw4ZGr/OP4NQxmO6opwcQkqdkyPvFfU1bdqa9vQeGuwGZv6bQ+q8WCvO4MFP4dm98joAfZ6Cy+2NM+7TO9aRpSexsZyycjVav7a7PumI6r/aEgaIaaAOsvhkNOfUdQUBBVVVUDbcaQx8PDQ2iP35PQzM1wuVwYDIZuc0h0Oh1eXl5CKGbEiBEkJyfj7+9/zwTLjbS2tgpelw7xYjKZOHr0KHFxcf0iXqA9DLNjxw42bNjA/v37MRqNZGdn86Mf/Yinn34ab2/vHq9Lo9Hw5ZdfUl1dTWBgIBcuXODUqVMYjUYyMjJ48cUXbymIrqexsZGtW7cikUhYsWJFlwns7u7uPPHEE3zyySfMnTuXQ4cOERsb262YAbhw4QLBwcH4+/t3eSwuLo6dO3cyceJEamtr+eSTT3j44YfZsWMHzc3Nt0yGvtf0m6DJSQnmT3sus/NCHZM1AbxzqJRPcyuxOZzkjArm+cmxrDbq+KJBJ7xGpVLR0NBAdIwXdpv+m5U1FGE1NiF3XYAJP8bmsQKqr3FWfJEzR/bgo/RA4UojRlGK+uGV/bVJd8VQu9ofSgKsv5BKpUInzsHiUh2qhISEUFhYONBmDHlEIhFKpRKj0XjLfIoOzGZzt6JFq9Uil8s75ZBERkbi7++Pr6/vXYmlu6U78dKd56WgoACHw8H06dP79P2bm5tZu3YtW7Zs4cSJE0Ky7DvvvENOTs4dd8UVi8UkJSWxdetWjEYjISEhTJw4EY1G0+Pfl+u9MlOmTCEzM/OmAi4sLIzHH3+cf/zjH4SGhjJ9+vSbPvfcuXOMGTOm28eio6NxOBwcOnSIEydOMGfOHOx2O15eXhgMhkHV/bvfjlpNoCdhPu78eU8xr209j1QsZsHYUJ6bFEu0ul2FplbZWPuvxOAI9/Yuoo2NjcQneGOz68DlgvyPce34KVbXc8iTH4YHl2PbdBmnAv79wCvMbwnARxKNVWpn/H8+2l+bc9cMtav9oSbA+gORSCQIu+tj4cP0nvDwcPbv3z/QZnwrUKlU6PV6QdC4XC6am5upr6/vIlqsViv+/v6o1Wr8/PyIj48XBMxgCRXodDrKysqEm8lk6lHYKDQ0lGPHjvWJDXV1dbz55pts27aNixcvEhsby0MPPcTrr7/O6NGj73r9BoOBgwcPcv78eWw2G8uWLevU06UntLa2snHjRoBuvTLdUVdXR2BgIDabjbVr1/Lwww93EcIul4uqqirmz+8+77StrQ25XM6hQ4dYtGgRUVFRrF69mhEjRmAwGLr16gwUfS5oXC4XB4obePfQFSpb2ss0l2ZH8oMH4gjy6vwFSv1XYnCBwUSEuxteXl40NzcjlXphtzTB58vh/Gc4oibjLBMjD2qfkK0rb+CipISklkDAhckji+REOaqwAAYrQy3BdKgJsP6io+/HsKC5OyIiItBqtbd/4jC3xGg04u7uzvHjx8nPz6e+vp6GhgY8PDwICAhArVYTEhJCSkoKarUaT0/PQZcHp9frOwkYi8VCVFQUkZGRZGdnExAQ0CObo6Ki+PzzzzGbzXckzkwmEx988AEff/wx+fn5pKam8tRTT7F06dIeDZHsCWazmSNHjpCXl0daWho/+tGP2LlzJxcvXuyVoKmtrWX9+vWkpqbywAMP9Gj/NDU1ceDAAZ599ll8fX05cuQIb7/9NrGxsWRkZBAZGYlIJKKlpUVoPtiBy+UScnsuXbrE6NGjUalUnDp1CofDQXNzM3K5nNbWVoKDg+9o3/QHfSZorHYn2wqqeffgFYrqDIzwUvDMhCg+PFpGcqh3FzEDkOSpQCYScdbQxsOB7UlmTU1NyOxgbsyDC1qY+iusY56H1/+Im5sbRY2XkNSbqAtoYlJ1BI3OWsQSP8Ytu6+vNqVfGGoej6EmwPoLlUqF0WhEPQjzsoYSMTExNDd3HTo7TPdYrVbq6+upr6+nrq5OuO90OvHw8EAsFpOVlUV6ejqBgYGDxtvSHdcLmGvXrmE2m4mMjCQqKorx48f3WMDciFwuJzIykpKSEkaNGtWj1zgcDrZs2cL777/PgQMHCA8PZ8GCBXz22WeEhob22oabYbfbOXnyJEeOHCE+Pp6VK1cK+TbTp0/nrbfeYuTIkT0SNRcuXOCLL75g1qxZPd5Ol8vFtm3bmDhxouBBmThxIpmZmZw9e1YouR4xYgRubm7IZDIOHjyI2Wymrq6OmpoaFAoFY8aMEXJ77HY7n3/+OZ988gkZGRnk5eXR1tY2qOaz3bWg0ZlsrDtRzuqjV6nTW0gcoeKPj6fxcFoIMomIry7Usu9iPU9khHd5rZtYTIJSwXljuyfH20vFBPKQXq3C7iOH7++AyGysLe0Jwjq7jj/u+B/ecL7MlMRJbDr2NRL3sYycEILSZ/AkJnWHm5vbkBII7u7uw63qaW9kNpj7fgwVYmNjMRgMOByOQTOZdzDgcDjQarVdhIvRaCQgIIDAwEACAwPRaDQEBQXh6elJVVUVO3bsICMjY6DN7xaDwdAlhNThgcnKyiIwMLDPvEbx8fEUFxff9kR/5MgRVq1axZdffolcLmfu3LkcO3aM1NTUPrGjA6fTSUFBAfv37yc4OJilS5cSGBjY6TkqlYqHHnqIrVu3smLFipvmK7lcLvbv38+ZM2dYvHhxrzwhJ0+exOl0kpWV1Wm5QqFg3LhxjBs3jra2Nmpqajhz5gxisRibzYa7uztZWVkEBwd3GfwplUrx9PQkLCyMsrIyHA4HJpNpUA1KvWNBU9ncxgeHy9hwqpxWq4OJGjV/eCyNiRp1p4N1amIgW/KrsNgduEm7/pAleSo40GQAfQ0/Dz9FoqyGIs9R2NwNEJkNIHg23r/4PpH29g+14cvNuEQglmsYO/vmHYkHC0PNQ9PR8vq7zrCg6RuUSiVubm5UVFQQFRU10Obcc1wuF3q9nrq6Ourq6mhoaKCuro6mpia8vb0F4ZKWlkZQUBC+vr43TRQNCgqisbHxriud+gqDwcC1a9cEAdPa2kpUVBRRUVGMGzeuTwXMjcTHx7N3795uhXJVVRV/+MMf2Lx5My0tLcyYMYMNGzYwderUPk/yd7lcXLp0iX379uHh4cFjjz1GeHjXi/gOUlJSKCws5ODBg0ydOrXL406nk61bt9LU1MSKFSt65QXR6XRCqOlW2+nh4UFsbCxmsxmn08m0adNuud6rV69SVFTECy+8wO7du4H2c/PtGgXeS3r9bThfpeOdg1fYca4GEfBwWgjLJ0aTHNJ9+dq0kYGsPVHOiStNTIrvmuOSpHTn09pmGt+dSYy0gdeLwnl0yeM4yv6Ky+VAJJJQ2VIJgBkzPwh5FsqMXCrNR+TlzciJ6XipB39+g4eHx5CawTLQDbwGCx0hp2HuHh8fH0pLS7/1gsblcqHT6To1eKupqUEsFhMUFERgYCAxMTFkZ2ejVqt7XUkok8nw9/enrq6uT8MkPcVoNHYKIRmNRiGElJGRQVBQ0D3L2/Hy8iIgIIDLly+TmJgIwJdffskf//hHjhw5wrhx4/jd737HU0891W8Vm1VVVXz11VfYbDYefPBB4uLibrv9IpGI2bNn89Zbb6HRaDqJH4fDwaZNm7BYLCxZsqTXdp86dYrU1NQeJ+vK5fLbeuNNJhPbtm1jzpw5SKVSLl26hMvlQiqVDqpwfK8EzcJ3jnPsihZPNynP3h/N9ydE3XS0QQcTYtUoZGL2XarvKmisbSSdXw3uD3IxIINi+0w2XtnPE7J2cWS362mwmPjfI/9LIon8e/a/43kU2lrrafCUIpbFkzGz+07Egw2VSkVTU9NAm9FjVCoVNTU1A23GgKNSqYSJssPcHf7+/ly5cuW2V4JDiVuJl+DgYEJCQsjMzCQkJKRPXfPBwcFUV1ffE0Hjcrmoq6sThiI2NTURGRlJZGQkY8eOJSgoaEDbGowdO5bDhw/z6aef8uGHH6LT6XjyySd57733+lU82+12ISQ0ffp00tLSeiXkVCoV8+bNY8OGDSxZsoTAwEAcDgefffYZTqeTp556qtceOLvdzpkzZ/j+97/f49cEBQVRV1d300aqVquVdevWMXLkSOLj48nPzycsLIwjR46gUCg6jU8YaHq1t642tvKLnESeGheBl6JnqlEhk3B/nJq9l+p47eGkb3ZYzVn4fDlJulqY8CCFk/8Pbl/vwmDYjkzavoOqdaWsPPArPKzt1VAjAxMxFediMNXjwkVU+nh8gjx6swkDhkqlory8fKDN6DEqlYri4uKBNmPAGfbQ9B2xsbGcPn16oM24Y7oTL9XV1Ugkkn4VL90REhLSrxccDoeDsrIyQcQ9zg3kAAAgAElEQVSIxWISEhKYMWMG4eHhgyYPKjc3l9///vd89dVXxMXF8fOf/5xnnnmm3/tnVVVVsWXLFtRqNc8///wdJ8bGx8fz4IMPsnbtWhYvXsyBAwdwOBw8+eSTd7SPCwsLCQoK6pXXpONY1ev1XRoF2mw2NmzYgFqtZsaMGUD7Pk9PT2fLli0olcpOE7wHml4JmoM/ewC5tPdKfGpiEHsu1lNSb0QToIQTq2DPb8DdD/VTqwmslXKhzcackBAMBgMSSfvB8avDP0VvsfCC5gXya/Ixbf4nIkkcNQo7olYVkxdO7rUtA4Wnp+eQOjEONXv7i+Ecmr4jMzOT7du3D7QZPaJDvNzY4G0gxEt3hISEkJub26frNJlMXL58maKiIkpLSwkICCAhIYFFixahVqsHTfm3zWbjvffeY9WqVVy5coXZs2fzpz/9iYiICB566KF+fe/rvTIzZ84kOTn5rvdLamoqNpuNd999l8DAQL7//e/fsWDMzc1lwoQJvXqNSCQSEn3T0tKE5WazmU8++QQfHx8efvhhRCIRVVVVtLW1IZFIqKmpQalU9rqfTn/SK0FzJ2IG2hODAfYWlKKp+y2U7oOEHJj7N1D6k2ws5aLRzIrgYNra2tDb2uN5NpuBdx5cjfZCe/+Ktk93ocyIo8ZwCXVkOr4jetYmejAw1HJShpq9/YWPjw86nW64W3AfMHnyZN54442BNqNbWltbqaiooKqqatCJl+4IDg7GaDSi0+l61X7/RrRareCFqa2tJTo6mvj4eHJycnrchv9eodPp+O1vf8vq1avx9fVl2bJlvPTSS3h6etLc3My7777L5MmT+62Evaqqiq1bt+Lv739XXpnusFqtKJVKmpubKS0tJSEhodfrqK2tRafTER8f3+vXjh49mqNHjwqCprGxkc8//5zw8HBmzZoliLYTJ06QkZFBSUkJ5eXleHl5fTv70NyKEd4Kkv1g78GDPK84BrPfgIxl8K+dNFLpznvNDQRGh2KRWfj9qf/H017w72N/zCj1KL407kDqcCAL0ADQbKklZ8Hz98L0PqNDIAyVgY9KpZK2trbv/IlcJpOhVCrR6XQ96sw5zM0ZN24cRqOR6urqAb2qczqd1NfXU1FRQWVlJRUVFZhMJsLCwgaleOkOsViMRqOhqKiIcePG9fh1TqeTyspKQcSYzWbi4+OZMGEC0dHRg3LUSXV1Na+++iobNmwgKSmJNWvWMGfOnE7P8fX1JT4+nmPHjvHAAw/06fv3h1fmekpKSjh69CjLly+npaWFrVu3UlhYyMyZM3vV0PPcuXOkpaXd0e91fHy8MGfq6tWr3Y5WqKur48qVKzz00EPs37+fmpoa/Pz8hq6H5o6wtsKuXzFNp+dvjvk0L9mHb0RSp6ckeSqwulxcdpkIfSWURkt7qCPCs92zozt9GpnFgtuYOehq9YgVSuIyUvrd9L5EJpMhlUoxm81DouusRCLB3d2d1tbWQf3Dfi/w9/dHq9UOC5q7RCaTERkZyd69e/ne9753z97XbDYLwqWyspKqqio8PT0JDw8nMjKS++67746buw0k8fHxnD59+raCxmq1UlpaSlFREZcvX0alUpGQkMAjjzxCcHDwoN3uy5cv88tf/pIdO3Ywfvx4vvrqK+677+YNVKdMmcI777xDZmZmn3lP+tMrA+2ekM2bN/Pkk0/i7e2Nt7c3zz//PHv37mXVqlXMnj27x96a6urqW+6fWyEWixk1ahRr1qxhxIgR3Y5W2LdvH/fffz+1tbWYTCYhGXgw/S72r6CpzIVNK6DpKtPS/4O/5Io5oPVmfkTnpyV5tp/gf3r870i9pTzuuxj4Kw5HK63HjmG4dg33sDCsOjHNlkoS75s4aL+Et6LDSzMUBA18kz/yXRc0fn5+aLVa4uLiBtqUIU9SUhJHjx7tN0HjcrnQarVUVFQIAkan0xESEkJYWBhZWVmEhYXh4TE0igluRWxsLFu3bsVisXSZeKzX6ykuLqaoqIjy8nLCwsJISEhgypQpPRpqOZDk5eXxy1/+koMHDzJjxgxOnDjRow65Pj4+pKamcvDgQXJycu7KBpfLxaFDhzh58mS/eGWgXWivX7+eadOmERHxzUlRLpcza9YsRo4cybZt2zhz5gzjx48nIiLipjZ0jCq4k/BPU1MTubm55Ofn4+bmRkpKSheRUl5eTl1dHY8//ji7du1Cq9UKLQcG07m4fwSNwwYHX4eDfwCvEFi6nZTI+1Ff2sveS/XMT+9caujp0oHLSZPLE9nnIsxPOCEGrPoGqn72J+yZmbgHhiArd9FkqSFz6qJ+Mbu/6Ui0vbFz5GDF19eX5ubmQeVSHAjUajWNjY0Dbca3gr5ODLZarVRVVXXywMjlcsLDwwkPDyczM3PAy4r7Czc3NyIiIigpKSE5ORmTycSFCxc4d+4cDQ0NaDQaRo8ezWOPPdZF8AxG9u7dy2uvvUZ+fj6PPvoohYWFvS67njhxIn//+9/Jysq646GJVquVrVu3otPpWLlyZb9c0HWMJoiJibnplOuoqCief/558vPz2b59OxKJhIyMDFJTU7t8ns3NzSgUih7nPTmdTi5fvkxubi7V1dWkpaWxcuVKrFYrH330EREREUL1ksvlYvfu3TzwwANIJBKKi4spKyvD29t70I3c6HtB03gZNj0H1ach9SnI+V9QeCMGJsWr+fpSPU6nC7H4X3G51jp+sGc5Us8fkxo6B4P4MEVF5UTHQPOOTSh0epwREdh1LgDMCgtBMUPzSnmoJdp2eCa+6/j7+w+XsPcRd5MY3FF5dL33pbGxkaCgIMLCwhg9ejQPP/zwd8qjGBsby8mTJzl37hxlZWXExcUxYcIE4uLiBk1p9e3Ys2cPP/vZzygtLWXx4sVs3rz5jkuBlUolEydOZPv27SxdurTX3gOdTsf69esJCgri+9//fr91Yr5w4QKNjY08+uijt3yeXC4nKyuLcePGUVZWxqlTp9i3bx8ajYbQ0FCCg4MZMWIE1dXVt/TOOJ1OGhoahKq94uJiPD09yczM5IknnuiUO/Xggw/y8ccfs2TJEvz9/Tl16hTQ3t24rq4OsVhMcXExERERg+671neflssFue/Dzl+BTAGPr4bkRzo9ZZImgE2nq7hQrSclzJv6tnqW71pOQ1sDY8MDaXAoSIiM5OrVCnCJsFRfJeI/f4upqhoPvQOXy8WIcYmDysXVGzw9PdHr9QNtRo9Rq9Vcu3ZtoM0YcDpyaIa5e8aNG4fBYOhxYnBLS0unuUB2u13wvqSkpBAcHDwo2v/fS1wuF2VlZZw9e5aLFy9is9mYM2cOjzzyyJDwxHSQl5fHT37yEwoKClixYgUHDx7skxyVrKwsLl68yMmTJ7vMMroV5eXlbNy4kQkTJjB+/Ph+O88YjUa++uornn766R4fuyKRiOjoaKKjo9Hr9Vy+fJmamhrOnj1LfX09MpkMlUrF9u3bkUqliEQi7HY7drsdrVZLXV2dUJEUEhLCk08+eVMBlJaWhsPh4KOPPhISgJctW4ZYLKaoqIjY2FgqKiqIiYkZdN77vvklMNTC1hehZDfEToV5b4JX1511X1x7s59DJQ0E+Vl4duez1LXV8faMt/mnIZB3KhqYFhGJ4cwZRGYXsvhIfJ56itb/73cEupQYbE0kTh46vWduxM/Pj6qqqoE2o8f4+/sP6UZofYW3tzetra3YbLZBWQUylLhdYnCHgOmYDWSz2YS5QPfffz/+/v5D9oLmbqmrq+Ps2bOcO3cOpVJJSkoKDzzwAJ9++imenp5DRsxcuXKFl156iX379vHUU0+xdevWPp0HJBaLmTdvHu+//z4ajaZH6z59+jT79u1j/vz5/Zor53K52LFjB+np6XcsBry8vBg7dqzwv8PhYM2aNQQHBxMQEIDdbsfpdAqFKKNHjyY4OLhXx8eYMWNQKpVs3LiR0NBQvL29cblcnD9/noCAAHx8fLBYLJ1yfwYDdy9oCrfB9pfA1gY5r0PmcqEc+0YCVG4kjlCx91I1/2z6MY2mRt6a/hbpgekUObTYXC7cg4JZrtMjcohRjB9LQ5UOF058xArapAYCIqLu2uSBQq1Wc+7cuYE2o8cMeybaEYvFqNVq6urqCAsLG2hzhjzXJwbrdLpOHhir1SoImAkTJgyqhm4DgU6n49y5c5w7dw6LxUJKSgqLFy/ulIc3duxYcnNz0Wg0A2jp7WloaOCVV15h06ZNPPTQQ1y4cKHfRhP4+/szceJEtm7dytKlS2+aQ+VwONi1axelpaU888wzd5x301MuXLiAVqtlwYIFfbZOiUSCRCIhPj6emJiYPltvS0sLgYGBqFQq/v73vxMXF4fL5aKwsJCIiAhsNtug6kEDdyNozDr48j+hYB2EpMMj70DA7Rv6jI50Y8PJOoI8Dbzz4DuMDhwNQLyyPbnI7UoZgS4XzSo/kMLxHUUAqFCiiB1cjZ56y1ATCB4eHjidTtra2r4VVSF3Q8fsnGFBc3fo9XpiY2PZs2cPf/nLX7BYLERFRREZGTksYP6F2WymsLBQCCeMHDmSnJycm1a5jBo1it27d9PS0jIoK5iMRiO//OUv+eCDD8jMzOTYsWOkpqb2+/tmZWVRWlrKrl27mDlzZpfH29ra+Oyzz5BIJCxfvrzfE1zNZnOvQ009pa8nr5eVlXHo0CGWLVsmRBY2btxIa2sru3fvJigoiIaGhm9JyKlkL2z7UXuoadJPYfJ/gOT2rvgyXRkHtG/jci3ghcQ3BDEDoPFoP5jqWi2832rkcUUobcZWrl6oAX9wR07off3/JehPPD09sVqtmM3mQZcd3h0ikQi1Wo1Wq/3OC5qQkJAhFS4cLOj1+k6TmU0mE3Fxcbz55pvMmzfvlqWo3yXsdjuXL1/m3LlzXLlyhZiYGLKystBoNLc9UclkMtLS0sjNzWX69On3yOLbY7PZ+P3vf8+f/vQnYmJi+Oc//8nke5gyIBaLWbBgAe+99x6BgYGdqonq6+tZv349I0eOZNq0afekCu7IkSNoNJp+EQEOh6PPtqGlpYXPP/+cRx55RAjXeXl5YbFYeOGFF3j99ddZtGgRtbW1QzzkZDHC7l9D7gegjofluyF07O1fB5Q0l7B813KkSgkyiYiK2s7eFnn5NQKam6hMTmHd32t5nGS01c2IFY72x10SfEb2/2TZ/kQkEglemnsxJbcv6LD3+vH230WCg4P7fHbOtxGj0cjVq1cFEWMymYiMjCQqKoqsrCwCAwMRiUS8/vrr7N+/n6VLlw60yQOGy+WivLxcSO4NCgoiJSWFuXPn9vqCJyMjgw8//JApU6YMiiTpjRs38vLLL+Ph4cG7777bpyGW3uDu7s7ChQv58MMPUavVREREUFFRwYYNG5gxY0an2UX9icFgIC8vj5UrV/bL+qVSKQ6H467XY7VaWb9+Pffddx+xsbHC8tOnT5OcnEx+fj4SiQRfX19aWlo6PWcw0Lsj/637oPkaZL8IU38Fsp41iLvUdInndj2HVCzlg1nv8uvWeg6XfNPXw2mxUPXKvxGZ8wQ1KaPxU6sx6KyYjW2oo2001YPcS45IMvR7SXR4PIaKoBku3W4nKCgIrVY7nBh8A3a7nYqKCkpKSigtLUWn0wkCZty4cYKAuZHp06fz2WeffScFTWtrK/n5+eTl5SGXy0lJSWHlypV3NZPJ39+foKAgCgsL70k452aUlpby7LPPUlBQwK9+9StefvnlAe8BpFarmT9/Phs3bmTGjBns3LmTRx555J42yjxw4ACjR4++q8/4VkilUux2+12tw+FwsGnTJoKDgztVhzkcDvLy8li0aBG/+MUvGDduHHq9HoVCgVwuv1vT+5TeS/lnvoDInk/zPN94nud2P4dSpuT9B98nwiuC++Nc/M9Xl6jXmwn0UlD/v3/AcukSmpdi+NLuJD4+HotejNTNgcVcDUBg4rfDQzDUBIJareb8+fMDbcaAI5VKhxODafcqNDU1UVpaSmlpKWVlZQQEBBAbG0tOTg5hYWE9OoEtWrSI+fPnf2dmhblcLiorKzl16hSXL18mMTGRxx9/vE/DD5mZmRw9enRABI3VauVnP/sZ7733HrNnz6a0tLRPK5fuFo1GQ3JyMlu2bOn3SqYb0Wq1FBYW8uKLL/bbe7i5uWEyme749U6nk82bN+N0OpkzZ06ni5Di4mJ8fX0JCgpi7969PPvssxQWFjJixIi+ML1P6Z2gef4IuPW8T0B+fT4v7HkBHzcf3n/ofUI9270SEzVq/ucrOFzSyIzmIprXrsVv6RISYqP5pLSamWNmg+MgnkFiLp9qRO6uRKUZGt11b8dQa9IWHBzM7t27B9qMQcF3NTHYYrFw9epVwQvjcDiIjY0lJSWFefPm3VF+1f33349YLObAgQN9PkxwMGG1Wjl37hynTp3CZrORkZHBrFmz+mX8yfUDBu9lsuann37Kyy+/jK+vL7t37yY7O/uevXdPKS4u5ty5c2RlZfH1118THh5+z2YQ7d+/n/Hjx/drHmJgYCC1tbU9GhFxIw6Hgy1btmAymVi4cGGnhowul0uYsF1cXEx9fT3h4eEcOnSIpKSkW6x1YOidoOmFmDlZc5IX971IoEcg7z34HiOU36i5pGAv/JRyDhSUk7zqFyiSkgj4t38jWt+uMD18x2Cz7UcsMSHCDYVLhjzCq1emDlaGWqWTr68vZrOZ1tbWHrfV/rbyXUkM7pgL0yFgamtrCQsLIzY2lnHjxvXJIEexWMz999/P2rVrv5WCpqGhgdzcXM6dO0dkZCQzZswgJiamXxOgO/bpvn37WLx4cb+9TwfFxcUsX76cc+fO8eqrr/LSSy8NSm/bpUuX+Oc//8nTTz9NaGgofn5+rF69mu9973uo1ep+fW+9Xk9JSUmX6eB9TUhICCdOnOj16+x2O5s2bcJms/3/7J15XFT1/v+fM+w7KCigssi+K4IrLgiKC4lpmlZauaQmrda91W253Vv33n73dr3dNDPzmtpmabnve4AiCAICggio7DvMsA4z5/cHXyYJUJABZrTn4+EfzpzlfZiZ83md98qiRYva5V9lZ2cjlUrx8vLinXfeYdSoUZSUlCCVSh8AQdNFovOjeenMSww1HsqW6VuwMmzbxlosFjHe0YLoK9msEQSGfPIfxLq6OBooACjXNaC4qhhTSy3Q1cNQSx8tU/WK1d0vrYJGEASNqO4QiUTY2NhQWFj40A9ntLOzIyYmpr/N6BUkEokyjJSdnY2hoSFOTk5MnDgRe3v7XskbWrBgAW+//bbKj9tfyOVyMjIyiIuLo6ysjJEjR/Y4N6a7+Pv7c+HCBXJycnB0dOyVczQ0NPD666/zv//9jzlz5rBv3z61mrh8J9evX+fAgQM8+eSTSq9VYGAgurq6fPXVVzz66KO9mtiakJCAt7d3rzc9bL1Hd2ddkUql7Nq1C1NTUx5//PF2YkYQBE6dOkVwcDBisZjDhw8zb9485HI5jY2NuLreu01LX6NyQXP29llePfsqTuZObJ62mQH6HcdR3TPiOKhth+KdD9H9vwqaITraiASBOmtdym6V4NBoSrOWCEsVj2zvT/T19dHT06O6ulote0Z0hK2tLQUFBQ+9oLGysqKxsZHq6uo+XaR6g46SeR0dHXFyciI0NLRPrm/+/PmsXLmSzMxMtbw5dpWamhoSEhJISEhgwIABBAQE4OHh0S+zlLS0tAgODlbmOqj6oengwYM899xzWFpacurUKcaOHavS46uS7Oxs9u7dy6JFi9qF4Pz8/DA3N2f37t29NupALpeTkJDQJ94yExMTtLW1u7yuFBQUsGvXLvz9/Zk0aVKH156amopIJMLT05PKykrS09MZN24cSUlJSKVStfzNqlTQHM89zh/P/xH3Ae58Pu1zzPQ6vilWHzqE89FdEPI6qbbutDqusmOKMK1TIHIzw7hIFxFQRxOmFpqx8HeV1lwMTRE0NjY2pKam9rcZ/Y5IJMLe3p7c3Nw+K/dUJRKJhMzMTOW03NZk3tmzZzNkyJA+Dxfo6+szatQotm/fzocfftin5+4prfOU4uLiyMnJwdvbu10H3/7C29ubmJgYrl27hoeHh0qOKZVKWblyJQcPHuTtt9/m9ddfV8vwUis3b95kz549LFiwoNOWE/b29ixfvpzvv/+e4uJiwsPDVVrynpGRwYABA/rsO9HVdSUlJYWjR48SHh7e6fdDLpdz5swZZs+ejUgk4ptvvsHJyYmamhqqq6upra1Vy0pdlX16P1//mT9f+DO+lr58FvoZJrodT+FszM6m8J13cXV3x8JQh9icChYEDKOpvpm4QzlYBxlTqtvildHSBrlIgbm1+mTLqwJbW1sKCwvVMgbZEba2tpw8ebK/zVALHBwcNEbQCIJAcXExGRkZZGZmUlFRgbOzM97e3sydO7dXElO7y5w5c/j22281RtA0NDSQlJREfHw8IpGIwMBAIiIi1GqOkkgkIiQkhKNHj+Lm5tZj4XHw4EFWrlzJsGHDSEpKUml7/d4gPz+fH374gfnz599ztIK5uTnLli3jwIEDbN68mYiICJUl/cfFxREQEKCSY3WFoUOHkpOT0+m6UldXx9GjR8nPz2fJkiV3rVJKTEzE3Nxc+Vnv3buXsLAwcnNzKS4uxszMTC0FrUoEzfbU7fwr/l9MsJ3Av6f8G0OdjrO5FXV15L/0EmI9PYb9+2NGn8jjUk4FAAnHb1IvkeE7xJRjtVIMtLURiVpyasyH9G7iVl9jY2OjHMmuCfyeGPwrDg4OXLhwob/N6BS5XE5ubq5SxIhEItzc3AgNDcXOzq5fwiB3Y8mSJbzzzjtUVlaqbR4GQFFREXFxcaSlpeHk5ER4eLhadzl2cnLCxMSEK1eutOmQ2x3u9Mq8++67rFu3Ti0XsTuprq5m165dzJkzp8vCS1dXl/nz55Oamsr333+Pn58fwcHBPfLWVFZWUlpaqjIPWVfw8/Nj06ZNhIaGthPY165d4/Dhw3h6erJ69eq75sQ1NTVx7tw5Fi9eDLR0fI6NjeXdd98lNjaW8vJytRW1PRI0giDwaeKnbEnZwnT76fxj4j/Q6WQEgiAIFL3/FxqzbjDsyy3oWFsz2rGeY6nFZN2s4srJ27gEDkY0yIQfb0ioFRliLqoFwNT8wahwaqU1J+X3xGDNw8rKiqamJrWam1NfX8/169fJzMwkKysLKysrXF1deeKJJ1RSkdSbWFtb4+bmxsaNG9UuQVgQBK5du0ZMTAw1NTWMGjWKtWvXYqwBOX2tXpoffvgBLy+vbnuQNM0rAy0L765duxgzZgxubm7d3t/LywsHBwcOHz7M5s2bmTlz5n1fd0ZGBq6urn36AGFqaoqjoyMpKSlKz1B1dTUnT56koKCA+fPnY29vf8/jXLhwATs7O2Xe0ddff82AAQMwMjLC1NSU8vJytSzNhx4IGoWg4G+xf2NXxi7mu8znnbHvoCXu/MOr2r2b6n37sFy7FuMJEwAY49gSStq1N5MBgsDYiOE0yFtKt6uN7RgmSgdaEp4eJExMTNDS0tKoxODW+OzDLmhEIpEy7DRixIh779BLVFRUkJGRQUZGBoWFhTg6OuLm5saMGTM0YsG9k9WrV/Ovf/1LbQSNXC4nJSWF6OhodHV1mTBhAu7u7mrvnfgtraX2J0+eZPbs2V3aRxO9MtAiPvft24eVlRXjx3e98etvMTIyYsGCBaSnp3Po0CHMzc0JCQnpdl+fjIyMfkmYDggI4NixY3h4eBAdHc2VK1cYNWoUc+bM6VKlYmlpKbGxsTz33HPK1zZu3MjSpUu5efMmzc3N1NTU9Gs36rtxX4JGppDxdtTbHM45zLNez/LKqFfu+hTYkJ5O8V8/wGj8eCyfX6N83cPGFCNdLS7lVvDHYGdMLQ3Qjk8DtGg2d0EQtSSiPmiCBjQvMXjYsGEkJCT0txlqgYODAzk5OX0qaBQKBfn5+UoR09DQgKurK+PHj8fR0VGjxzGsWLGCP/3pTxw7doywsLB+s0Mmk5GQkEBMTAwDBw5k5syZODo6qrWH616EhYWxadMmPD0971nGfejQIVasWKFRXplWoqKiqKys5JlnnlHJ5+Xh4YGrqyuJiYl8//33DBs2jClTpmBlZXXPfevr6ykoKOiXv5+NjQ1SqZT//ve/+Pr6smbNmi6vnwqFgr179zJ16lTlutQ6Z+z48eNs27aNpqYmKioqGDWqazMc+5puC5qG5gbWnVvH+bzzvOT/Eit8Vtx1e7lEQt5LL6NlYYHtv/6J6A4XnFgE9iJt8nVljJrZ4gqrunAOvKci0bNBIVegq6ur0TfrzmgN4WhKYrC9vT379u17aFrV3w0XFxfOnj3b63+LpqYmbty4oaxMMjExwdXVlblz52Jra6vRC+2d6Ojo8Nhjj/Hxxx/3i6Cpr68nLi6OS5cuMWzYMBYuXKiWFRz3g76+PuHh4ezfv581a9Z0OHtHLpfz/PPP8+2332qUV6aV1t4/K1asUOlaoaWlRUBAAH5+fsTGxrJjxw4sLS0JCAjA3d2903BSVlYWDg4OfbpuFRYWEh8fT1paGhYWFhgZGXXZK9dKTEwMenp6bcTKRx99xLRp02hoaEBHR4eysjKkUqnaDaVspVuCRtIk4YXTL5BQnMA7Y99hodvCu24vCAKFf3obWX4+9jt3oP2b2R63UiuwrJKTZqBAolAgSKUUXzyPnudkimRGCGI5Mpms+1elAdja2mpUYrChoSFmZmYPZev/32Jubo6JiQl5eXnY2dmp9Nj19fVcu3aN9PR0bt68ydChQ3F1dWXy5Mka4827H9544w28vLwoKirqsxkxEomEixcvkpCQgJubG08//XSXnsA1DRcXFxwcHDhx4kS7RS47O5uIiAiampq4dOlSnyaxqoKSkhL279/P4sWLMTXtnVxLHR0dgoKCGDduHOnp6cTFxXH06FFGjhyJl5dXuwGsfUe+DfUAACAASURBVNVXqba2loyMDBITE9vkeOno6PDZZ59x48aNLguP0tJSLly4wMqVK5XXUltby/79+zlx4gQZGRkMHDiQy5cv4+TkpLaCt1uCZvmx5VyvvM5Hkz5ipuPMe25fsXUrkuPHGfSHP2D4m0x7hVxB9J4sPIwNOS+vIS6nApuCBBTNzQzR1SZPVIs2jVRUVHTvijQETUsMhl9Llh92QQPg5uZGRkaGSgRNXV0d165dIy0tjby8PIYPH46Pjw/z5s1DX19fBdaqP8OHDycgIICPPvqI9evX9+q5KioqiImJITU1FV9fX1atWvVAi0XoOPS0c+dOIiMjmTNnDlu3blW7ycn3oq6uju+//57p06f3yT1JS0sLb29vvL29KSkpISEhge+//x5BEHBzc8PNzQ07Ozuys7MJDQ1V+fkFQaCsrExZwVhSUoKTkxMTJkzA1dW1jch45JFHOHDgAGvWrLlnQnhrqCk4OLjN72DDhg3Y2dkxduxYPv/8cwwNDcnPz1frZordEjTZ1dl8MvUTJg2ddM9tpdHRlPx7PSYzZzDg2WfavZ8eU0hlYS3zVnqyY+8VYnMqcIo+jpW9I3baeuTKBgMtCvxBpDUxuKqqSq3LVe/EwcGBhIQEgoKC+tuUfsfNzY2ff/6ZadOm3df+tbW1ShGTn5+Pk5MTI0eOZOHChRq3sKiKl19+meeff56PP/64V54Ai4uLiYqK4saNGwQEBBAZGfnQtCG4M/S0fPlyVq9ezYEDB9iwYQNLlizpb/O6jVwuZ/fu3bi7u/dLT6hBgwYxY8YMwsLCKC0tJSMjg9OnT1NcXIxCoeD8+fMMGTIEGxsbBg4c2O3ftFwup6amhqKiIgoKCigsLKSgoABdXV2lx9be3r7T0nJnZ2eGDx/O8ePHeeSRR+56rpiYGGWTyzvZunUrkZGRVFVVIZFIkEgkVFRUPDiCZvO0zYwafO9koKa8fArWvYaekxO2H3zQzgPR1NBM7IEcbJzMcPUfjG+8GZeuF2GSe4OQZWtIqFNwWbBBJtd9YAUNtMwGunXrlsYIGnt7e/bu3YtcLle7fiZ9jY2NDQ0NDZSXlzNw4MAu7VNbW0t6ejppaWnKijF/f38ef/zxh1bE3Mmjjz7Kiy++yDfffKPSRfbWrVtERUVRWFjI2LFjCQ8PV6tGeH2Fi4sLenp6+Pr6YmRkRGJiokYl/t7J8ePH0dLS6hVPSHcQiUQMGjSIQYMGMXHiRK5evcrFixexsrLi5s2bXLx4kcrKSsRiMSYmJhgbG2NiYoKOjo5StCsUChQKBbW1tUrh0NDQgLGxMdbW1tjY2BAYGIitrW23CmRavXJ3Cz3l5+e3CzUBnDlzhpKSElavXs2VK1eUnqfS0lK1TQiGbgqarogZRUMDeS++gCCXM3TDp4g7eAJKPHGL+pomZq3xQSQSMcLOnK3nygnRM8Bj4hSsD15HYqVPvVyfiooKrl+/jouLS3dM1Qg0rY2+oaEhFhYWFBYWPvRhJ5FIhKurKxkZGXctE5VKpUoRU1hYiIuLCwEBAbi4uDyQye49QSwWs3TpUpV4DQRBICsri6ioKGpqapgwYQILFy5UaWt7TWPz5s28/vrrTJw4kbfeektjxczVq1e5ceMGK1asULtcjtYw0J1eDEEQaGxsRCKRIJVKkUgkNDc3o1AoEAQBsViMlpYWhoaGmJiYYGJigqGhYY+vTU9Pj/DwcA4cOMCqVavadQaXSCTKJoS/Dbn+85//ZN68eejq6ipHODQ2NlJbW6u2CcGg4llOgiBQ9N6faUxLZ+jnm9DtoImPpKKBK8dv4RwwCGvHlllPPoMNaUaEoX8IOtr6WBU2gJU+FSJLBg4U2L17N2+++aYqTVUL1L3rbEe0liw/7IIGWsJOMTEx7QSNRCJRipiioiJcXV0ZPXo0zs7Ov4uYe7Bu3To++eQT0tPT7ytBVaFQkJaWRlRUFIIgEBQUhJeXl9otfH1JfX09Tz31FGfOnOGrr74iNDSUL7/8Emtra43rKyWVSjl69ChPPPGEWuaXFRYWtvNgiEQi9PX10dfX7/Okc2dnZ7y8vPj2229ZsmSJ0hPc3NzMrl27CAwMbNeEsLi4mDNnzpCUlERDQwN5eXno6emRnZ2Ns7OzWv+WVGpZ5TfftjTPi4zEZMqUDreJ+SkLARg/79cfkmHBVQAa7EfSlFPNoPqWkQcVwkB8fHw4d+6cKs1UG+7sOqspODg4cPPmzf42Qy1wdHSkuLhY+dQVGxvLtm3b+Oyzz8jLy2Ps2LG89tprzJs3Dw8Pj9/FTBewtLQkJCSEv//9793ar3Wy8YYNG7h06RJTp05l9erV+Pj4qPUNuLfJzMzEy8uL3NxckpKSmD9/PmZmZixYsIC9e/dSXl7e3yZ2GUEQOHToECNHjux2o7u+QBAECgoK1M620NBQrKys2LVrF83NzQiCwIEDBzA3N+8wH/Jf//oXI0aMwNXVlczMTOzt7bl58yYFBQU9alrYF6jsl14XH0/xP/6BcXBwm+Z5d1JwvYqs+BL8p9thMqBFXQuCQN4vxzAT6smu16HhRhVWzQIAlaIBBAYGcuPGDVWZqVa0dp3VJIFgb2/P7du3H9hy+u5QX1/PgAED2Lp1K5999pnyB79u3TrmzZuHu7v7Qx3iuF/eeOMNfv75Z0pLS++5rSAIXL16lc8++4yrV68SERHBs88+i6urq8ZUD/YWBw8eZPTo0YSGhhIXF9dm6rSdnR1Tp07lu+++o6GhoR+t7DpXr16lvLycyZMn97cpHdLQ0IBcLle7RrAikYjw8HAMDAz49ttv+eWXXygpKSEiIqLdb6S+vp5t27bx6quvAi2TuR0cHJDL5RQXF6t1QjCoSNDIiovJe/kVdIcMwfb/fYSogycihULglx8yMbbQY2TYr6Go4hvXKc3NxmuQAYm3q2i8UY3toJbW7VWigQQEBFBcXKwKM9WS1lJoTcHAwAAbGxtycnL625R+oaGhgcTERLZv386mTZvQ19dHJBKxbt06Hn30Udzc3H4XMT1kwoQJjBo1itdee63TbQRB4MaNG2zZsoWYmBhmz57N0qVLsbe3f+iFDMCHH37IokWL+PDDD/niiy869FL5+/vj5OTEnj17UCgU/WBl15FKpRw7doy5c+eq7e9LIpFgYmKilt8/sVjMvHnzEIvFnDt3jrlz53boMX733XextbVlwYIFSKVSbt++TXNzM3p6ehQXF6t1QjCoQNAomprIf/ElFHV1DN3wKVqdqNP06ALKbksZP98ZHd1fK2SSTx1FW0+PSSOcyKuspzi/BnMnCwyFOqpEA3B2dkYQBGJjY3tqqlqiaYIGUCbDPizI5XKuXbvGjz/+yH/+8x8yMzMZPXo069at48knn0Qmk2lU2FAT+O9//8vu3bvJzs5u915+fj47d+7k8OHDTJgwgZUrV2psgquqkclkLFy4kPXr13Po0CHWrl171+3DwsKQy+UcO3YMQRD6yMruoe6hplZaBY26UlpaSkFBgTKnJisrq837FRUVbN68mX/9618ApKam4ubmxvXr18nPz6epqUntc656LHWLP/wb9UlJDPnPevQ6qURqrJMRuz8bG2cznEcNuuP1Oq5Fn8d9/CQGOg2CEzdIQ46bszlmmalUaVkgFouZNGkS27ZtY8yYMT01V+2wtLRULoia0tzLzc2N7du3a1RTwO4iCAK3b98mOTmZtLQ0Bg0ahI+Pj9J1eyfe3t4kJyczderUfrL2wcPX15fQ0FBeeeUV9u3bB0BZWRlnzpzh9u3bTJo0iZEjRz707QPupKioiBkzZtDU1ERiYmKbEFNniMViFixYwI4dOzhz5oxafodbQ03z58/vb1PuilQqVVtBU1ZWxtdff82sWbPw9vYmOzub/fv3M3z4cKZPn46+vj5/+MMf8PX1Zfr06UDLHKfx48ezf/9+bt68SVBQkNrf73skaKp276Zq1y4GrliO6YwZnW4XdziXeqmMR15oG9e+Fn0WWWMDviEzsBhihrYIUkUCc610MEuvokqrZVTCrFmz2LRpU09MVVvUZXpzd2htFFVYWKjWT0z3Q2lpKcnJyVy9ehUdHR18fHx47rnn7io2fX19+eGHHwgODlb7H7wm8Z///Advb2/l4MH09HTGjx/fqbv8YSY2NpY5c+YwevRofvzxx25VABkYGPDUU0+xfft2tLW1mTTp3o1T+4rWUNMTTzyhtqGmViQSiVpOuq+oqGDnzp2Ehobi7e0NtHTmXrNmDcePH2fTpk0EBgby3XffKQtwysvLqampobGxETMzM2WZvLpz3yGnusuXKXz/LxiNH4/Vyy93ul1lUS0pp/PwnGCLld2v6lUQBJJOHsXKzgFrZ1f0dbRw1tImXV+gsroKM0U1laKWsu4pU6Zw+/bt+zVV7WntR6NJtLb+fxCQSCRcuHCBL774gp07dyKXy3n88cdZs2YNEydOvKfnzNraGh0dnQf6O9ofWFtbExoaSmRkJPr6+rzwwgsEBQX9LmZ+w7Zt2wgJCWHlypUcOHDgvsqZjYyMWLp0KcnJyURFRfWCld1HU0JNrahjyKmiooIdO3YwadKkdv3O9PT0eOSRR4iIiODNN9/E39+fgQMHIggCycnJeHl5KcNS+fn5TOmkclmduC/JKysoIO+FF9GxtWHI+n8juotyjvoxC21dMWPmtI1xF2ReozQ3m9AVzyMSiZBXN+LZLOKoIKO0rBxzoYpqTGhWCHh6eiIIAtHR0UyYMOF+TFZrhg8fzvnz5zUqhOPm5sbhw4cJDg7ub1Pui8bGRtLT00lJSaGgoAB3d3dCQ0NxcHDodpmvSCTCx8eH5ORklQ+rfBiRyWTExsZy4cIFFi1axHPPPYe2tna7UN/DjkKh4OWXX+arr75i27ZtLFiwoEfHMzY2ZunSpezYsQO5XM6kSZP69X6kKaGmVurr69VKeJWVlbFz506CgoLumsxbV1dHQkIC3377LUeOHEEQBGpra5k3bx67d++mrKyMxsZGjRhc2m1Bo6ir4/bzaxGamhi2aRNaZmadbpubUsat1HImPOaMoWnb1u5Xjh1Ez9AIj4ktC2LD9So80OInuYy022WYC1UoEFMma8ZaT4fJkyezffv2B1LQDBw4ED09PY0K4QwdOhSJRKJRuT9yuZwbN26QkpLC9evXsbe3x9/fn0WLFvX4qd/Pz49NmzYxbdq0h7KtviqQy+UkJiZy/vx5hg4dyrPPPoulpSVxcXG8+uqrJCYm9reJaoNMJmPu3LkkJSURFRWFr6+vSo5ramrKM888w86dO2lubmbq1Kn9ImoaGho0JtTUikKhUJucrpKSEr7++muCg4MZOXLkXbd96aWXePTRR4mIiEAQBC5evMi5c+f44Ycf0NLSIicnp9/FbVfp1jdFUCgoeONNGjMzGfb5JvTuUlkglymI3p2F+WBDfKa07Sorrawg82IUI8LC0dVveepqyKzA3VAP6hpILajG3EYCQFmTDGs9HWbNmsWGDRu6e30aQ2sIR1MEjVgsxsXFRVnxo64IgkBeXh4pKSmkpqYycGBLs8aZM2diaGiosvOYmpri6OhISkoKAQEBKjvuw4AgCKSlpXH69GlMTU15/PHHGTJkiPL9v/71r9jZ2fHDDz+wcOHCfrRUPZBKpYSGhlJTU0NiYqLKu88aGxvz9NNPs3PnTurq6pg1a1afL9TR0dG4urpqzP0QWgSNOjRxzM3NZffu3YSFheHj43PXbc+fP09sbKyy15tIJOLWrVtMmzaNW7dukZuby61bt1i+fHlfmN5juvXXL/tsE5Ljxxn02msY3yNxLPHkLaqK6wha6IKWdtvTpJw6hkIuZ8T0WQAICoGG61W4uluhqy0mq7wRC63/EzSyZqAljyYvL6875moUrV0ZNQk3NzeuXbvW32Z0iEQiISoqig0bNrBv3z6MjY1ZsWIFy5YtIzAwUKVippWAgADi4uLUtvxVHcnOzmbLli1ERUUxa9Ysli5d2kbMQEt+x6uvvspbb72l9v1Sepvi4mICAwMRiUTExcX1Wit9Q0NDnnnmGaRSKTt37qS2trZXztMREomEy5cva0TOxp2ow+8+Pj6e3bt3M2/evHuKGWgZNfLss88yePBgAKqrq7l58ybe3t7k5OTQ3NzMjRs3NOaz6J6g2bABs7lzGfDsM3fdrqasnsuHcxk+0gp7r7aTiOXNzSSdPILDiFFY2LTcuJryJAj1zZi4DcBtsAm3pSgFTXlTi6Bxd3cHUJuENVUzbNgwqqurqa6u7m9TuoyzszOFhYVIJJL+NgX4tV/Md999x2effUZFRQWPPvooa9euZdKkSb0+1dzR0RG5XP57cnAXKCgoYOfOnRw6dIjx48fz3HPP4eTk1Klb+w9/+AP19fVs3Lixjy1VH65fv05AQADOzs6cP38eow4G/6oSPT09Fi1ahJ2dHV9++WWfNTg9d+4cI0aMwNTUtE/OpyrEYnG/iRq5XM6hQ4eIjY1l2bJlXerLtGfPHrKystqMGbl8+TI+Pj4UFBSgq6uLRCJBoVC0m/ekrnRL0Bj4+WH9/p/vGUuL+vE6iCBoQfu+NFlxF6itrGBkWLjytcbMShCBnrM57oONKJXpYS6uAX710IhEIqZMmcJXX33VHZM1BrFYrHEN63R0dHB3d+fq1av9akdZWRknTpxg/fr1xMTE4O7uziuvvMKcOXMYOnRon8V+RSKR0kvzOx0jlUrZu3cv3333HR4eHjz//PN4e3vf8zPS0dHhH//4B++++y5FRUV9ZK36cOnSJcaNG0dYWBj79u3rs0ovkUjE1KlTCQkJYceOHaSnp/fq+crLy0lPT2fixIm9ep7eQCwW94sHsa6ujq+//prq6mpWrFjBgAED7rmPVColMjKSt956S1lq3prDFhAQQHJyMqampmRmZmpUO4puCZqhGz5FfI+Ex9yUMnKSygic7aic13QniUcPYjbYGocR/srXGjIr0R1mgpaRDvamWjSiTVOjCC0UlP2fhwZg5syZGjedujtoYtjJx8eHlJSUPj9va/Ow//3vf2zfvh2AZ555hmXLljFy5EjlVNm+ZsSIEWRlZSGVSvvl/OqKQqHg4sWLbNq0CUNDQyIjIwkICOhWbsaSJUsYO3YsTz31VC9aqn4cOXKE0NBQ1qxZw5dfftkveRre3t48+eSTHD16lLNnz/aaJ+LMmTOMHTtWIyvatLW1+3zGXXFxMVu2bGHIkCEsWrSoywUJK1euZNiwYaxbt075Wnp6OpaWllhYWHDt2jUkEgmpqanMuEuPOXWjW0nB2veI1zY3yfllVyYW1ob4hbTvUlmSm03+tVQmP7UMsbjlRiavldF0W4LJ1JZyV2v9li/ELYkVFkaNSg8NQHBwMK+//rraJF+pGicnJ/bt20djY6PGVMo4ODgglUopLS3ttXh+K60JvomJiaSnp2NnZ8f48eNxcXFRm+oCfX19PDw8SExM1MinzN7g5s2bHD58GCMjI5555pkefU927tyJq6srX375pUY0+uop27dvZ+3atXz00Uf3HGPQ29ja2rJy5Up27dpFUVER4eHhKm0kV1BQwK1bt5gzZ47KjtmXGBsb99mDjCAIJCUlceLECWbMmNGlfJlWDh48yMGDB0lKSmqzjsbHxzN69GgyMzOxsrKirKyM3NxcjWrNoVJVkHDsJjVlDUxa5NouERjgyvFDaOvq4RU8TflaY1YVCKDv1pLfYCqXAAK3agZhoSVr46FxdXXF2NiY3bt3q9JstUFPTw87O7t2MzbUGbFYrGz931vU1tYSExPDZ599xt69exkwYADPP/88ixcvxt3dXW3ETCujR48mLi6O5ubme2/8ACORSPjpp5/46aefmDRpEkuWLOmx6LW0tOSTTz7h9ddff+BDTx999BGRkZFKUaMOtFZAWVlZ8fnnn3P16lWVeWtOnTrFpEmT+s272lNMTEz6JJ+wpqaG7777jtjYWJYsWdItMSOVSlm5ciXvvvtumzybgoICKisrcXNzIzk5GTMzM+rq6jA2Nsalk5FG6ojKBE11aR0Jx27hEjCIoe7tY3gNUinpv5zFY+IUDIx/7abYkFmJyEAb3aEtr9VUlmGh1cTNGhsstJopv8NDIxKJeOyxx/jiiy9UZbbaoYlhJ19fX5Xe2KAlRJGZmcmuXbv49NNPKSkpITw8nMjISIKCgtSuI+edWFtbM3jw4F4VeeqMXC7nwoULbNq0CVNTU9auXYuXl5fK4vAPQ+jpzTff5B//+AcHDx5Uu8Zy2trahISEsHjxYs6dO8ePP/7YY89EdnY2VVVV9+yZos70todGEAQSExPZvHkzQ4YMYcWKFVhbW3frGB2FmqClTH7cuHE0NTWRm5uLVCrll19+YcGCBRqTPwMqGE4JLX/o899fR6wtYsJjHau55FNHaW5qZMT02W32a8isQN/FHJG45Y9WWlrKMONB3JIMwUdLTnpT26fcefPm8fjjj6vCbLXEzc2NM2fOIJfL1c7z0BmDBw9Wtv7vaafciooKEhMTSUpKwtTUlJEjRzJ37lyNCcG1EhQUxP79+xkxYsQDGR7tjNzcXA4fPoyJiQnLli3D0tKyV87zIIeeXn/9dbZu3crp06fVeoEfMmQIq1at4uzZs3z++efMmDHjvoSrIAicOnWK4OBgjbnndURvemhqamo4ePAgEomEJUuWdFvIQOehptbQUkREBMnJyTg4OJCTk8PVq1d55513VHkZvY5KBE3OlV87AhuZt1945M3NJB49gJ23H4McfnVzyQpqUUhk6Lu2eHQUCgXl5eU4D7Yh+cYADOQKqpvlbY4VFBREbW0tCQkJ+Pv786BhamqKlZUVWVlZGlMq19PW/83NzaSmppKYmEhpaSm+vr489dRTDBo06N47qyl2dnYYGRmRnp6Ol5dXf5vT60gkEo4fP86tW7cICwvDw8OjV5/sWkNPL774IuHh4fd1g1dHXn75Zb7++mvOnj2rsu6/vYm2tjahoaF4eHiwd+9e0tLSmDlzZrc8qOnp6QiCoPG/k94QNIIgcOXKFU6ePElgYCATJ068L9HXWagJWrwzo0ePRldXl5SUFAYNGoSBgQFSqVTjOvP3+NFR1ijnlx8yGTjECN/goR1ukxkbjbSinFGz57Z5vSG9HESg796SP1NVVUVzczOeNi0x1GaJmJpmOYo7Qhk6OjrMmDGDf//73z01XW1pFQeahI+PD2lpad3KG6msrFSWW6ekpDB69GheffVVwsLCNFrMQIvICwoKIioqSi0abvUWcrmcmJgYNm3ahLm5OWvXrsXT07NP3NRLlixh3LhxD0zoKTIykm+++UZjxMydtHprBg4cyKZNmzh16hQNDQ333E8QBH755RemTJmiUaGNjjA2Nqaurk4luXOCIJCVlcUXX3zB5cuXWbJkCVOmTLlvD9bKlSuxs7NrF2qqqakhIyOD0aNHU1lZSVlZGcXFxcTExDBz5kyNGwTbY0ETdzAHaWUjkxa5IdZqfzhBELh8cC8WtkNxHNF2QFZ9ekVLubZxi4ApLS0FwGdYS7l3k0SEANT8xkuzcOHCB7bBHoCXlxc3btzo0g1BXTA3N2fIkCGkpqbedbvW3JhvvvmGLVu2IAgCy5cv56mnnsLT01OjXc6/xcXFBYVCoWwr/qCRk5PD5s2byc7OZvny5YSEhPR5QueOHTtISEhgy5YtfXpeVbNmzRp++OEHzp8/j7e3d3+bc1+05tasWrUKqVTKp59+SkxMzF0X+Pz8fBobGzUq8bQztLW1GTBgACUlJT06Tl5eHjt27ODo0aNMmjSJ5cuX98gD2Rpq+u6779qFv2NiYhgxYgQGBgZcvnwZd3d3ysrKuHTpkkaOGelRyKn0toQrp27jMcEGW5eOBxTmX0ulOPs6oSvWIrrjjymvaUSWL8U0zP7X4/2foLEfrIuhdhlSiR4MgOpmOeY6v5o6Y8YMli5dSklJicY/yXeEgYEBDg4OpKenq3UM/bcEBAQQFRXVbkw9tFQqJSYmEh8fj5GREYGBgSxcuFDjngC6w51eGmdn5/42R2XU1NRw/Phx8vLyCAsLw93dvd+eru8MPc2ePVujZv+0EhkZyZ49ezh//ryyI7omY2ZmRkREBKWlpZw+fZrY2FimTJmCn59fuwU1Li6OgIAAjffOtGJra3vfQ4Zb/175+flMmTJFJfl3NTU1nYaa6urqSEpK4vnnn6e5uZnExER8fX0ZNmwYhYWFhIWF9ejc/cF9/7UUCoGzX19D30ib8fM6v1lfPrQXfRNTPCe1rWWvT68AwMDj19EIZWVlGBsbo60tw9a4iKrqFld91W88NGZmZvj7+7N+/fr7NV/t8fX17ZeGdT3BxcUFiURCYWEh0OKdu337Nj/99BOffvop5eXlLFiwgJUrVzJixIgHWsy04uXlRU1NDbm5uf1tSo+Ry+VER0fz+eefM2DAANauXdvruTJdYcmSJQQHBxMWFkZTU1O/2tJdXn75ZXbt2sW5c+ceCDFzJ1ZWVjz++OM89thjJCUlsWnTJlJSUpQem7q6OjIzMxkxYkQ/W6o6bGxsKCgo6NY+paWl7Nu3j6+++oqhQ4fywgsv4O/v32Mxo1AoCA8Px8XFpV2oCeDChQt4enpiYmJCWloa1tbWZGVlERsby6hRozAzM+vR+fuD+/bQpJzNo+SmhGnLPdE36nhhqiwqICs+ljFzF6Kj17ZrcEN6BVrmemgP/nVIYGlpKZaWlsjltdgaFXG53AUEgWqZ/LeHZtGiRWzZsqXNHIoHCVdXVw4cOEBNTY3GzDQRi8WMGjWKixcvYmdnR1xcHDKZjICAAGbOnKmR3T97ilgsZsqUKZw6dYply5b1++J/v2RnZ3PkyBHMzc1Zvnw5AwcOvPdOfcj333+Pv78/ixYt4qeffupvc7rE66+/rkwA9vDw6G9zeo1hw4bx9NNPk5WVxYUL/kK+QQAAIABJREFUFzh27JjS8+zu7t4rg2L7CxsbG65cuXLP7VrnzsXHx1NWVoa/vz8vvPAC+vrtu+vfL2vXruXmzZskJye3E0etA0BXrVoFtHjKPD09uXTpEidOnFC+rmncl6CRVDQQuy8bO68BuAQM7nS7hMP7EYu1GBE2u83riiY5DVlVGI+2Vt7gBUGgtLQUPz8/mpsl2BoXcT5fAU3tK50A5syZw5tvvklTU5PGNmK6G9ra2nh4eHD16lXGjx/f3+Z0ibKyMiorK0lOTqauro5p06YxfPhwjV3EVYW3tzfR0dFkZGRo3FO4VCrl6NGj5OfnExYWhpubm1p+nrq6usqF8i9/+Qvvvvtuf5t0V9588022bt3K2bNnNTZnpjuIRCJcXFxwcXGhrKyMuLg44uLiGDZsGFlZWXcdTKpJWFtbU1paSnNzM9ra7ZfXmpoaLl++TEJCApaWlgQEBPRKc9DNmzfz7bffcvHixQ49LefPn8fPzw8zMzMKCwupqamhpqYGd3d3srOzNbZbc7cFTUvPmUwEhcDkxZ3f3BqkUq6ePYFH0GSMLdo22mvMqoJmBfoev75eVVVFU1MTgwcPplleiK1xSxdQcW1zh4LG0dERa2trtm7dypo1a7p7GRqBr68vR48eVWtBI5fLycjIID4+npKSEvz9/XF1dcXR0REnJ6f+Nk8tEIvFhISEcPLkSVxdXTWiL40gCFy9epVjx44xYsQIIiIi1D5EOGTIEH7++WfCwsLw9fVl7ty5996pH/joo4/4/PPPOX36tMZVM6kCS0tLnJ2duXXrFn5+fpw6dYojR47g7++Pp6cnFhYW/W3ifaOjo4OlpSUFBQXKFhYymYzs7GySkpLIycnBx8eHJUuW9Fr+Z3R0NOvWrePrr7/u0PNXUVFBamoqkZGRQIt3xt/fn/j4eMRiMba2tjg4OPSKbb1NtwVNdmIpuclljJ/njKll5yGE5FNHaW5sxH9WRLv3Gq5VINLTQs/xV+XYOpp+8ODByGQtIScAkVRGlazjLPknnniC//3vfw+soLG3t6e+vl4tk59bXZYJCQlYWFgQGBiIh4cHWlpa3Lp1i3379jFmzJgH4qlLFbi4uBAdHU1SUpLaJ3pLpVIOHTpEeXk5ixcvZsiQIf1tUpeZMGECH3/8MU8//TQXL15Uu1DOV199xQcffMDBgwfV/nvQm8TFxTF69GhGjhzJyJEjyc/PJyEhga1bt2JoaIibmxtubm4MGTJE4+4hLi4uXL16lbKyMjIzM8nJycHGxgZvb28iIiJ6tUlofn4+jz76KK+99lqngv706dOMHTsWQ0NDGhoaSEtL45FHHsHExIQtW7bw5JNP9pp9vU23BE1jfTPnd2ViOcwYv5COe84ANMtkJB7Zj523b5tGegCCQqA+vQJ9VwtEd8x7ahU0gwYN4uYtKQMNmzHR06ZK2kytvOOR7EuXLmX9+vU0NDSoNPaoLohEIry9vUlKSmLatGn33qGXEQSB3Nxc4uPjyc7OVk7gHTy4bdhx2LBhaGtrk5OT0y6z/mFFJBIREhLCnj178PHx6dAd3d/81iszf/58tbTzXqxatYorV64wY8YMUlJS1CYH7dChQ0RGRrJt2zYmT57c3+b0G5WVleTl5bFgwQKg5bcxdOhQhg4diiAI5Ofnk5GRwYEDB6itrcXFxQU3NzeGDx+utukFrSkTGRkZZGRkUFpaiqenJ56enkRERPRJ/mBTUxNhYWEEBQXx5z//ucNtCgsLuXnzpjKkdOXKFVxcXMjMzMTNzY20tDS+/fbbXre1t+jW3erizzeor2li1hrfDnvOtJIedQZpZQVha15u954sX4pC0oT+b+Y9FRcXY2FhgZ6eHs2yKnR0THEebMwVaT11nQgaV1dX7O3t+fjjj/nTn/7UnUvRGPz9/fnf//5HcHBwvy0uzc3NpKSkcPHiRQRBIDAwkDlz5nT6pCESiQgMDOTSpUu/C5o7sLOzw9ramri4OMaNG9ff5rRBKpVy+PBhysrKNM4r0xEbN25kypQpzJ49m3PnzvV7mO/SpUssXryYjz76SLmQP6xcvnwZPz+/DkOYd4qbkJAQKisrycjIIDY2lj179mBhYYGtrS02NjbY2NhgbW3d5yJHEAQqKyspKCigsLBQ+U9fXx9XV1emTZvGvn37CA4O7tPk+YULFyIWi/n+++873ebUqVNMnDgRXV1dFAoFcXFxhIWF8fPPP1NfX4+Dg4NG9wTq1gp59Zd8fIOHMtih8yceQaEgbv9PDHJwwt63vUu1/moZiEUYeLQXNK1P+rLmanR0LHAdZMKVohqk8vY5NK2sWrWKzz///IEVNAMHDsTGxobU1NQO+7v0JrW1tcTFxREfH4+NjQ3Tp0/vcpKvn58fZ8+eVctwWX8SEhLC9u3blc2s+htBEEhNTeXo0aOMGDGCefPmaaRX5reIxWIOHjyIr68vzz//PJ9//nm/2XL9+nVmzZrFSy+9pDZTs/uL1n4ny5Yt69L2FhYWjB07lrFjxyKXyykpKVEKieTkZEpKSpQix9LSEhMTE4yNjTExMcHExAR9ff37Clk1NzcjlUqRSCRIJBKkUilVVVUUFRVRWFiIrq6uUliNGzcOW1tbjIyMlPu3DhnuqweX9957j5iYGK5cudKpwLtx4wYVFRWMGtXS4PbatWsYGBhQUlKCm5sbb7zxBs8//3yf2NtbdOvOZWyux5g5d3/izoq/SGVBHrNf+kO7L5IgCNRfLUPPyQyx4a/qvKmpifLycuUYdJmsEh0dM1wGGyM0Kais7by3xKJFi/jjH//4QC+cAQEBREdH95mgKSkp4eLFi6Snp+Pp6cnTTz+NlZVVt46ho6PDmDFjiI6O5tFHH+0lSzWPQYMG4enpyenTp5k9e/a9d+hFHjSvzG8xNTXlyJEjjB07lpEjR/ZLKWpxcTFTp05l7ty5/PWvf+3z86sbmZmZDB48+L48F1paWkrPTCutIqewsJCysjJKSkraCJHm5malyDEwMEBLSwuxWIxYLEYkEqFQKJT/ZDKZUrw0NTVhZGSkFEbGxsaYmpp2KF46ws3NjZiYmD4RNHv27OHjjz/m2LFjnTb0k8vlHDlyhOnTp6OlpYUgCERFRTFp0iSOHTvG5MmTyc3NZdGiRb1ub2/SLUEzebEbuvqd7yIIApf27cZ8sA2uY9oPtWourqO5vAHjSW3zb1pbRSs9NLIqjI3dcRpkDEBZZecjAAYPHsyYMWN4//332bhxY3cuR2NwdXXlyJEjFBYWtvkxqxJBELhx4wYXL16kuLiYwMBAIiMj7/nDvRuBgYH897//paqqCnPzjjtJP4xMnTqVjRs34u/v32uf5914UL0yHeHh4cHOnTt54oknsLGx6dNyVKlUquz4+sUXX/TZedWZjIwMlSZqdyRy7kQmkykFTn19fRsBIwiCUtyIxWK0tbWV4sXQ0LBHyciOjo7s3bu31+99UVFRPPvss6xfv/6ugyQvXryIhYWFcuBxdnY2zc3NiMViDAwM2Lx5M2PHjtV4p0C37mIOvpZ3ff92agpFWZmErngecQd19fVXy0AEBp5t1fmdFU7QImh0dMxxGNiymFbXNN71vM899xxvvfXWAytoWhvWxcXFqfyGLJPJSE5OJjY2FrFYzNixY1m0aJFKFjh9fX38/f2JiYlh1qxZKrD2wcDAwICpU6dy+PDhPm+21+qVKS0tfSC9Mh0xZ84c1q9fz5NPPsnu3bv7pKW7TCZj2rRpmJub89NPP/V7Do86oFAouH79OlOnTu2zc+ro6GBhYdHnpeA6Ojr4+fkRHx9PaGhor5zj0qVLzJ49mzfeeIOVK1d2ul1NTQ3R0dGsWLFCea+JiopiwoQJXL58mYCAAD788MMHokmtSn9lcft3Y2hmjtfkjj/A+qtl6NqbomXSNsZXXFyMrq4u5ubmCIJAc3M1OtpmDDE3ABFI7yFo5s6dS0lJyT0HI2oy/v7+pKenq2xgpVQq5cyZM3zyySdkZGQwc+ZMVq1axYgRI1T6tD527FhSUlKQSqUqO+aDwMiRIxEEoUtdRVVBawVT69iCVatWPRRippWVK1fy97//nccee4yzZ8/26rkUCgWPPvoo1dXVnDx5Uu379/QVt2/fxszMTCNb6t8PAQEBXLlyRSXTt3/LlStXCAsL48UXX+Stt96667bHjx8nICCAAQNa8lbz8vKorKxk6NCh3L59G5FIRElJCRER7VusaBoqEzTFOTfITUrAf1YE2h0kJcnK6pEV1WHg3d7LU1RUxODBgxGLxcjlUgRBjo6OBbraYgyMdKiX3n0+i5GREeHh4bz33nuquhy1w9jYGGdn5x4vgMXFxezbt4+NGzdSV1fHM888wxNPPIGjo2OveAqMjY3x9vYmNjZW5cfWZEQiEbNmzeLUqVPU19f36rmkUik//vgj586dY/HixYSGhj6wIaa7ERkZyXvvvUdERAQXLlzotfO88sorXLlyhTNnzvQoZPugkZGRgaura3+b0WcMHDiQwYMHk5aWptLjpqamEhoayooVK+6Zl5WTk0NeXh4TJ05UvhYVFcX48eNJTEzEz8+PDz74gEceeeSB+K6qTNDE7d+DroEBftNmdvh+Q2oZAAZebcNNCoWCoqIiZQxUJqsEQFunRcUbm+jRKJXd8/zLly/nl19+uW/7NYHAwEDi4+MRBKFb+wmCwPXr19mxYwfffPMNAwYM4IUXXmD27NlYWt49jKgKxo8fz+XLl1XmXXpQsLW1xd3dnTNnzvTK8R92r0xHvPbaa7z++uvMmjWrV0T2tm3b2LZtG4cPH27Xn+lhp7XXycNE6z1bVVy7do3g4GAWL17MP//5z7tu25oIHBYWpvQSlpSUkJeXh4+PD1euXCEgIIBffvmF5cuXq8zG/kQlgqaqqJDMC1H4TZuFvpFxh9vUXS1HZ4gx2hZtG+CVl5fT1NSkzM6WyaoA0NFpiXmamekhr723yy40NJSGhgZOnDjRk0tRa4YNG4aWlhY5OTld2l4mkxEfH8/GjRs5ffo0I0aM4KWXXmLixIl9OhDOwsICZ2dnlf6wHxSmTp1KWloa+fn5Kj3u716Zznn77bd58cUXmT59OlFRUSo7bmxsLC+88AJbt259KEca3I2ysjKampr6JQm+P3F1daW6ulolv+/k5GQmTpzI/Pnz+fTTT++5/YULFzA1NW0zPy46OpoxY8Zw/fp1Bg8eTHx8PI2NjYSEhPTYPnVAJYIm7sAexFriDsccADRXNSK7Lekw3NQ6ar31i94kqwBAR6clM9zcVA9kCqrq7h520tbWZsmSJQ90aeSdDevuhlQq5fTp0/znP/8hKyuL8PBwnnvuOXx9fVU+BK2rBAUFcfHiRRob754P9bBhaGjIjBkz2Ldvn8pi7b97Ze7N+++/zxtvvKEM+/WU4uJi5syZw8svv/zQN87riNZwk6aNMegpYrGYoKCgHnthL1++zJQpU3jqqafYtGnTPbcvLS3lwoULhIeHK//mZWVlZGVlERAQwKVLlwgMDOSDDz5g6dKlD8zDTo8FTU1ZKVfPnMQ7eFq7IZSt1F/9v3CTd/veAwUFBcqBXgBNTS3b6uq0/N/CrKUb7c3yunvasnbtWi5fvvxAJ6D6+fmRl5enLHW/k8rKSg4ePMjGjRtpaGhg2bJlLFq0CAcHh36/kQwaNAgnJ6dezV3QVLy8vLC0tOTcuXM9Ok5TUxM///zz716ZLvLmm2/y/vvvM3fuXA4dOnTfx5HJZISFhTF69Gg++OADFVr44PAwhpta8ff3p6Kiosue9d9y4cIFQkNDWb16NevXr7/n9gqFgr179xIcHNymZPzMmTOMGzeOoqIiGhoasLW1JSEh4YFq9thjQRO3fw8gMDqi86eS+uRSdGyM0LFqH+YoLCzE2tpa6TloaioHQFe3RdBYmrd0U80pq72nLR4eHvj4+DywXYOhbcO6VoqLi/npp5/YsmULBgYGREZGMmvWrD5tu90VpkyZwqVLl6itvfdn+TDRmiCcmJh4367poqIivvjiC8RiMStXrvzdK9NFXnnlFf7f//t/PP744+zZs+e+jvHkk08ik8n48ccfVWzdg0FdXR3FxcU4Ojr2tyn9gpaWFlOnTuXkyZPdzn88c+YMM2bM4JVXXuFvf/tbl/aJiYlBT09P2REYWoZW3r59mzFjxihLtt9++218fX3bhKQ0nR4JGmllBSmnj+E1OQRTq44b8jRXNNB0S4KBX/tOswqFol2zuKamUrS0DNHWbsm4tjJvybnJLu/aIvjaa6/xww8/dPdSNIrAwECuX79OWloa3333HV9//TWDBg3ipZdeIiQkRG2z1S0sLPDx8eH8+fP9bYraYWxsfF+hJ0EQiIuLY+fOnUyaNImIiAi1HeCnrqxZs4YNGzbw9NNP85e//KVb+3744YecPn2ao0ePPpADclXB9evXGT58+EPtLfTy8kKhUJCent7lfTZu3MgjjzzCO++8w7vvvtulfVpDTXPmzGnjlT916hSTJk2itLSUsrIyfH19+fHHH3nttde6fS3qTI8ETfyBPSjkckbPXdjpNvUppQAY+rYXNGVlZchksjbtmpuaypTeGQAjXS0EPTG5XRQ0ERERNDY28vPPP3f1MjQKQRDIy8tDR0eH/fv34+zszEsvvURQUFCvjqVXFZMmTSIlJYXKysr+NkXt6G7oqaGhgR9//JGEhASWLVv2eyJqD3jmmWc4evQoGzZsYP78+TQ13T1nD+DgwYP8/e9/Z8+ePQwbNqwPrNRMHrZy7Y4QiUSEhIRw+vRp5HeZTQgtD/orV67k7bff5vvvv++y6Ogs1HTjxg2qq6sZOXIkUVFRjBs3jr1799LY2NinnbP7gvsWNHXVVSSdOIrnxGDMB1t3vl1SKTrDTNAe0P7ppbCwEOCugkZXLEYw1O5SDg20hGQiIyO7/aSl7igUClJTU/niiy84ceIEQUFBQEuYTZOefIyMjAgMDOz15maaSHdCT/n5+WzevBljY2OWL1+uduFFTSQoKIjExEQyMjIICAhQFix0RGZmJk899RT//Oc/mTx5ch9aqVkIgsCtW7dwcHDob1P6HScnJwYMGHDXyrrq6momTpzIqVOniI2NJTw8vMvHj4mJQV9fv02oSRAETp06xdSpU6msrOTmzZv4+/vz17/+lcjIyAeu6eN9C5r4gz8jl8nu6p2RldYhK6jt0DsD7ROCoVXQ/Lq9nliEYKBNYVXXm4+tWrWKa9eu3fWGpCk0NzeTkJDAxo0biY2NJTg4mNWrVxMYGIiPj49GNqwbP348N27cUI68+J1fMTY2ZubMmfz0008dVoQJgkBMTAzffvst06dPZ9asWRolaNWdIUOGkJCQwPDhwxk5ciQXL15st019fT0zZsxgwYIFrFmzph+s1BwkEgmCIDw03YHvhkgkIjw8nEuXLlFUVNTu/dTUVHx8fNDR0SE5OblbXq2CggIuXLjAI4880ibU1NrUz9PTk+joaEaPHk1JSQkZGRmsXr265xelZtyXoKmrqebKsUO4jZ/IANvOkw/rk1tmNxl2MgMqPz8fa2vrNnNOfuuh0ROJEPS1KJM00ixXdMm+IUOGEBISwrp167p4RepHU1MTFy5c4L///S/p6enMmTOHZ599tk3po6Y2rNPT0yMoKIjTp0/3tylqiZeXF/b29hw6dKhNEmFdXR3fffcdaWlprFy5UqVD/n7nV3R1ddm7dy+rV68mNDSUL7/8ss37Tz31FBYWFmzevLmfLNQcWnMk+7vKUl0wNTVl2rRp7Nu3r03oac+ePYwfP56IiAhOnz6NsXHH/dw6oqGhgd27dzNr1qw2oSa5XM7p06cJCQmhpqaGa9euMXr0aF577TVCQ0M7ncytydyXoEk4vB9ZUyNj5z3e6TaCIFCXVIKugylaZu1zO5qbmyksLGwTe1YoZMhklW0Ejba4RdAoBCiRdL2HyauvvsqxY8dQKLomgtSFuro6zp49yyeffEJ+fj6LFy/mySefxN7evt1NQZMb1gUEBFBcXMzNmzf72xS1ZObMmRQVFSlHXeTm5rJ582asrKx49tlnf59e3ge8//77bN++nXXr1hEZGYlCoWDz5s2cPn2avXv3/j5wsgsUFBQ8dM307oWfnx8mJibK0NN7773H008/zccff8ynn37are+VIAgcPHiQ4cOH4+Xl1ea9xMREzMzMcHJyIiYmhpEjR6Knp8fx48d59dVXVXpN6kK3f5ENUimJR/fjOmYCA4fadbpdc3EdzSX1nYabioqKkMvlDB06VPlak6xtyXaLgS2CBqCgG2Gn4OBgjIyM+Oyzz7q8T39SU1PDsWPH+PTTT6mpqWHZsmU89thj97wZBAUFERsbi0x27/EQ6oS2tjbTpk3jyJEjGic6+wIdHR0ee+wxTpw4weHDh9mzZw/h4eFMmzat35ojPozMnz+fmJgYDhw4wNixY/n/7J13WFR39v9fM/SONAugqERFVLC3WLB3UWwQC6CmGZOYZGPy3V+Mm93sxsTExDW7q1GDHQsasIA1EaMx2LDRRBDpUqQMbZiZ+/sDmQQZ+sCA8HoenyeZ+cy95w537j33nPc554MPPmD79u1tIuBakpqa+kJGAhpCeerpt99+Y9q0afzvf//j3LlzrFixos7bunnzJpmZmZUmyJc/GE+aNInCwkLu3LnD8OHD+f777zE2Nmbs2LFqOprmRZ2T7zeDA5EWFVUbnYEyMTAiMOirOt2UmJgIUMGhKSkp01To6f0xA0Us4g+HJrf2qRWRSMQHH3zA5s2beeutt2r9uaYmKyuLy5cvExUVhYuLC2+88Qampqa1/ryNjQ12dnZcv36d4cOHN6Kl6qd3797cuHGDa9euMXToUE2b0+wwMDDA0NCQ8PBwXn/9deW03OcpLS0lKSmpxaUemxv6+vrY2dlVEko6Oztz/fp1HBwc0NHRoUuXLhqysGUhCAIpKSlMmzZN06Y0O1JSUvDz80OhUHDlyhW6d+9e522kp6dz4cIFfHx8Kp2zFy5coHfv3nTo0IEzZ87g7OyMiYkJmzdv5oMPPnhhU4B1cmiK8vO4cTKQl4aMwLpL1U2SytJNGeg5mqNlrLonRlJSEqamphVu3iXFZUIpfb0/ohJaf4rQ1EUYDLBs2TI++ugjbt68yYABA+r02cYmMzOT0NBQHj58yODBg3nrrbfqPV/Jzc2N3bt3079//xbVC0MkEjF16lT8/PxwdnauU974RSc2NpbAwEAGDhxIZmYmly9fZubMmSrXJiUlYWJi0iw6QrdUBEEgKyuLpKQklQ3g3nvvPbp27cr48eMZM2YMr776Khs3bmyLllVDmyC4MgqFgs8++4yNGzcyf/58FixYwK+//oqDg0OdziWpVMqRI0eYOHFipQHDKSkpREdHs2rVKnJzcwkPD+eNN97g+vXrJCUlsWzZMnUfVrOhTimn68ePIi0uYsR8r2rXSRPykGcXY+iqutkelF2Enw/bFpeUVSXp6f1RBi4WATpiDPW0SK1DhAbA3NwcHx8f3nzzzTp9rjHJysri6NGj/Pjjj1hbW/P2228zduzYBg2LtLGx4aWXXuLKlStqtLRpsLa2xsXFhXPnzmnalGaBXC7n3LlzBAUF4eHhwdixY5k5cyaPHj3izp07Kj9TXFyMpaVlmzPTAEQiEZaWliqjXHv27CEoKIigoCC+++47fv75Z06cOIGTk1OL1K81FW2C4IpERUUxcOBAdu7cSWBgID/++KNyEnZISEittyMIAqdOncLW1hZXV1eV740bNw59fX0uXrzIgAEDMDExYdWqVSxfvvyFdjDr5NDcDDlOrxGjsersUO26wltPEOmIVQ6jhDK9SG5uboV0E0BJSRpisZ5y0jaA+NmPwdJEr04amnI++ugjbt++zcOHD+v8WXWSlZXFsWPH2LlzJ1ZWVrz99tuMGjVKbc3wxowZw/Xr11vkHKsxY8YQFxenTEO2VnJycvDz8yM9PZ3XXntN2btDT0+PBQsWcPr06SpbEbTdNBqOqu8wLi6Ot956iy1bttCtWzcAhgwZQkREBNOmTWPMmDGsWbOmxmZprZE2QXAZCoWC9evXM2jQIFxdXYmJiVFOtxaLxcydO5dHjx7V2jm+evUqaWlpKlN5t27dQiQS4erqSkZGBtHR0YwcOZIHDx5w584d1q5dq9Zja27UyaGRS0sZPq/66IwgU1B4OxMDZ0vEeqpDaElJSQCVHZriNPT0OlS4sJQbaGmqX+cIDUDnzp2ZO3cur732Wp0/qw6ys7P56aef2LlzJxYWFqxevZrRo0ervauvubk5Li4uDR5wqAn09PSYOHEip06darUC4aioKLZv306vXr3w8vKqNL6iffv2zJgxg4MHD5Kfn68hK6smJCSEnj174ujoyBdffFHt2oCAAEQiUa0u4J9//jnOzs7069cPV1dXZd+lLVu24OjoiEgkIjMzU7k+KiqK4cOHo6enx8aNGxt0THK5nNmzZzNr1iyWLFlS4T0dHR2+/fbbtmhNNbQJglVHZZ6XBejr67No0SJ++eWXGh+8Y2NjuXLlCosWLao04qSoqIgLFy4wbdo0RCIRFy5cYMSIERgYGPD666/j4eHxwovZ6+TQ9B49rtq+MwBFkdkIxTIMB7Svck1SUhJaWlqVvPfikrQK6SYArT9FaFJz6x6hAfjkk0+4cuWKygnVjUV2djaBgYHs2LGDdu3asXr1asaMGdOoGpdRo0Zx//59srOzG20fjUWfPn3Q09NrdTcFhULB6dOnOX36NIsWLWLkyJFVRlucnJwYMGAABw8erNO8p8ZGLpezatUqgoODlfPFyht6PU9+fj7fffddrUTgv/32GydOnODmzZvcuXOHc+fOKS/II0eO5Ny5c5UEuhYWFkrhY0N58803kUql7Nixo8o1bdEa1ZQLgltrhKa6qIwqLC0tmT9/Pke+D2dpAAAgAElEQVSPHuXRo0cq12RlZfHTTz8xf/58lW0bLly4gJOTEx07diQpKYnk5GSGDBlCWloav/32G5988om6Dq/ZUieHZvi8RTWuKbz1BLGJDnrdq+6TkZSURIcOHSp1OC0pSa0gCAaIKSiLyij0tciUSCmR1f1i0atXL9zc3JokSvP06VMCAwPZvn07ZmZmTeLIlGNoaMjQoUP5+eefG31f6qa87f/FixdbzTTuoqIi9u3bR0ZGBq+++mqliKUqRo8ejZmZGSdOnKjz5N7GIiwsDEdHR7p164auri6LFi0iMDBQ5dpPPvmEtWvX1ur3kJqaipWVlTKaaWVlpXzi79+/v8p2+jY2NgwePLjBLd1PnjzJ/v37+emnn2oc9tkWramMRCJBoVC80HqNqqhNVEYVXbp0wcPDg8OHD1dKvxcXF3PgwAHc3Nzo3Llyu5TU1FQiIyMZN26cctzBmDFj0NHR4fXXX2fcuHH07NlTbcfYXKmTQ2NmU/XMJgB5QSnF0dkYutgg0lL9lCmTyUhOTq4U+hIEBSUl6ejpV3Roip6lIAyMyi5QafVIO0FZk6yzZ882msak3JH54YcfMDU1ZfXq1YwdO7bJq46GDx/Oo0ePVLbWbu7Y2Njg4uJCcHCwpk1pdDIyMti+fTvt27fHy8sLAwODWn1OJBIxe/Zs0tLSVLbl1wTP/57t7OxUzqK6efMmiYmJTJ8+vVbbnTRpEomJifTo0YM333yzydKpEomEFStWsG7dujp1Yy6P1kyfPp0xY8bg5eXVIn+H6iAnJwcLC4tWpe16+vQpr732Wq2jMqro1q0bc+bMwd/fXxmpUSgUBAQE0K1btwpzmsqRy+UEBQUxYcIEDAwMePjwIfn5+fTv35+8vDzOnTvH3/72N3UcYrNHrUNgiu5kgFzAcEDV1U3JycnI5fJKoWKpNAtBkKH/XMrJxaSs+sfVyphTQKakhC6WFfUFtaH8JFu9ejU//vhjnT9fFTk5OYSGhhIVFcXgwYNZvXp1rW9OjYGurq5yuNkrr7yiMTvqi5ubG1u3biUiIoLevXtr2pxGISYmhsDAQCZOnFipSqE2lEdBduzYgbV1xcaVfzt+n4iUPHWZCkDvTqZ8OtO55oXVoFAoeO+99/Dz86v1Z4yNjblx4waXLl3i559/ZuHChXzxxRd4e3s3yJaaWLlyJfb29vUanaKjo8OmTZtYvnw57777Lo6Ojnh7e/PPf/6zTv2lWjr5+fmYmJho2owmobi4mL/97W/85z//wdnZmfPnzzeor5ajoyPz5s3j8OHDzJkzh7i4OORyeaXmeeX8+uuvGBsb4+LiUmEYpVgs5u2336Z///4qHaEXEbX27i689QTt9obodKza4Xj8+DFApbCZsmT7uQiN4llY3dyoLOybkS+tt32fffYZx44dQyqt/zbKycnJ4fjx42zbtg1jY2NWr16Nm5ubRp2ZcgYOHEhWVhZxcXGaNqXO6OjoMHv2bIKDg1+41JMgCPz666+cOHECT0/Pejkz5ZibmzN//nyOHTumcT2Nra1thRB5UlIStrYVtXb5+fncu3ePsWPH4uDgwNWrV5k1a1aNqRktLS3Gjh3L3/72N7Zs2UJAQECjHEM5RUVFnDhxAn9//waNNujTpw/nzp0jJCSEsLAwunTpwrp169Ry7WkJ5Ofnv/B9peRyORs3bqRz587Kc+bKlStqaRLatWtXFi5cyOHDh7l9+zYeHh4q+9SkpaURFhamHEp59+5dxGIxTk5OSKVSjh07xmeffdZge1oKaovQlGYWIX2cj9nUrtWGGRMSErC2tq5UxVFcVHZBNNCvqCMoV8xYPHNoMiW1n+f0PG5ubtjb2/Pxxx/z9ddf12sbubm5hIaGEhkZycCBAxvUEK+x0NLSYtKkSQQHB/P666+3uOZf9vb29O3bl+DgYObNm6dpc9RCaWkpx48fJzMzkxUrVqjlab1z587MnDmT3NxcZDIZ2traDY6k1IfBgwfz4MED4uPjsbW1xd/fn/3791dYY2ZmVqEaaezYsWzcuJFBgwaRnJzM0qVLOX/+fIXPREdHIxaLeemllwAIDw9v1C69crmcrKws1q1bpyzRbigvv/wyYWFhBAUF8eGHH/LDDz/wf//3f6xateqFngUlkUhe2AiNQqFg9+7dfPrpp4hEIr7++utKVXDqIC8vD11dXfT09Dh//jzTpk2roDuVy+UEBgYyYcIETE1NKSkp4dy5c8yfPx+RSMRHH31Ely5dXtgxB6pQ2y+q8EZ62WRtV9Wzm6DsRHj8+LHKi1LRM4dG/zmH5vkITZak/k84IpGIv//97+zevbvO5cG5ubmcOHGCrVu3YmBgwFtvvcX48eObnTNTTs+ePTE3N1eWubY03NzcSEtLq7JapiWRl5enTLX4+PioNfXQq1cv9PX1ycrK0lh1jba2Nlu2bGHy5Mk4OTmxYMEC5aC8devWERQUVO3nU1NTKxUIQNlNcdmyZfTu3Zt+/foRERHB+vXrAdi8eTN2dnYkJSXRr18/5RyctLQ07Ozs+Oabb/jHP/6BnZ0deXm1S8ElJCSgpaVVr1RTTcyaNYuIiAg+//xzvvzySxwdHfH391f7fpoLL2qE5uTJk/Tt25e1a9fy7rvvEhcX1yjOzMOHDwkJCWHx4sWsXLmSoqIidu/eXUEDWp5qKo/0/vLLL3Tv3h17e3ul0/X3v/+9VemYEAShLv9UopArhJTPrwoZO+9WtUQQBEFITk4WPv30U+H27duV3ouI/Fi4GDqo0uvBT3KE9hduCbfzCgSXv50W/t+x6vdRE3K5XOjatauwfv36Wq0vKCgQQkJChA0bNghnzpwRJBJJg/bflGRmZgobNmwQcnNzNW1KvXj8+LGwcePGFvWdP09iYqLw9ddfC5cuXRIUCkWj7CMiIkLIy8sT0tPTBblc3ij7aEz+/e9/C4GBgRq14enTp8KNGzeEO3fuNPq+ZDKZ8MUXXwiWlpZCv379hODg4EbfZ1OzZ88eISYmRtNmqI1Lly4Jw4YNE8zMzIS//vWvQklJSaPtKzk5Wfjyyy+FR48eKV9TKBTChQsXhE2bNgmPHz8WUlNThS+//FJ5bU9PTxe+/PJL5bVy/fr1QteuXVvk9aAKauWjqCVCU/zgKfI8KYaDqq+CKtfPqIrQFBclYWBQuemPgrIIjZZIhKWRboNSTlDWmfHrr79m8+bN1WoPpFIpoaGhbNmyBZlMxhtvvMHEiRMrpcqaM5aWlgwcOJCzZ89q2pR68efUU0skPDycAwcOMGPGDF5++eVGfVIyNjZGT0+P7OzsZlPOXVveeustZs2apbH9y+VyEhIS6NSpk8pIkbrR0tJi7dq1JCYmMmnSJDw9PXF0dOSf//xni+z0rYoXQRQslUr59ttvcXZ2ZurUqbi6upKQkMA//vGPGkv560tWVhYHDhxg5syZFe6TIpEINzc3pkyZwqFDh9izZw9ubm6YmpoiCALBwcGMHj0aIyMjZDIZ3333Hd98880LndZUhVqOtvBaGmIjbQycVE8DLichIQFzc3OVvQmKihMx0K/s0MiFPwy1MtZrUMqpHHd3d2xtbXnnnXcq708u59q1a/z73//myZMnrFixgunTp7fYH+eoUaNITEwkPj5e06bUi5aYeipvlhcaGoq3tzc9evRo9H2KRCJMTU0Ri8U8ffq0xTk1miQhIQFdXV3at6+6GWhjYGBgwFdffUV6ejpr1qzB39+fDh06sGjRIsLDw5vUFnXTklNOMTEx+Pr6YmNjw3//+1+8vb158uQJ//3vfxu1r05+fj779u1j7Nix9OrVS+WaXr160a9fP8RiMVevXiUpKYn79+9TVFTE4MGDAXj77bext7dn9uzZjWZrc6XBDo1cIqUoMhvD/u0RaVe9OUEQSEhIUBmdEQQ5xcUp6FcToRGJwMpEr8ERmrJtidi8eTN79uxRPhEJgsDdu3f5/vvviY6OxsvLi3nz5mFhUb2T1tzR1dVl8uTJBAcHt8gOpjo6Ori7u3Pq1Clyc3M1bU6NFBcXs3//fp48ecLKlSsrlVU3JiKRiHbt2iEIAjk5OW1OTS3IyckhJyeHbt26aUxroKury6pVq7hz5w4XLlygtLSUkSNH0r9/f3744QdKS0s1Yld9kclklJSUtKhotkKhwN/fn+HDh+Pq6kp6ejo//fQT0dHR/OUvf2n06lWJRMLu3btrLLFOTEzk9u3brFy5knHjxuHv709QUBCTJk1CLBYjkUjYu3cvmzdvbl3amWc02KEpvFXWe8ZocPVPN5mZmRQWFqrsclhcnIYgyCpVOMEfERptkQgrI10y1ODQQFmVRf/+/fH19SU2NpZt27bx+++/M3PmTBYvXvxCtezu1asXpqamhIWFadqUemFnZ8ewYcMICAho1rOeMjMz2b59O1ZWVrzyyisaKeEvd2rkcnmbU1MDCoWChIQEOnbsqPbZavVlyJAhBAQEkJKSwuzZs/nHP/5Bx44defPNN5Up++aORCLByMioRdxQ09PTef/997G1tWXNmjWMHj2ahIQETp482WTVQQUFBezevRtnZ2dGjRpV5bqioiICAgKYOXMmpqam9O7dGycnJ4yMjAgMDOTmzZv4+PgwYMAAxowZ0yS2Nzca5NAIgkDB9TR07U3QaV+9N16e8ujatWul94qLn5Vsq4jQlDy7gemKRFgZ65FfLKvX+ANVfPvtt4SFhXHs2DFGjRrF8uXLVdrX0hGJREydOpVLly41y8GGtWHkyJHo6uryyy+/aNoUlTx48AA/Pz9GjhzJlClTNJq7FovFWFhYIJfLyc3NbXNqqiApKQltbW06dKhe+6cJzMzMWL9+PQkJCezatYvo6Gh69uzJ6NGj+fbbbyuUwDc3mnvJdl5eHlu3bmXChAk4ODjw22+/8d1335GcnMyGDRuaNKpaWFjI7t276dWrV7VOiCAIBAUF0atXL+UIg4yMDCIiIli+fDnz58/n6tWr3Lx5k2+//bapzG92NOiqK03MR5ZeiOGgmnPP8fHxmJmZ0a5du0rvFRWVTd9+vmQbQKoouxjricVYmZQ9RalDRwMow3unT5+md+/eLeKJor5YWloyYMAAzpw5o2lT6oVIJGLOnDmEh4c3q4aBgiBw5coVgoKCWLBgAf3799e0ScAfTo1MJmtzalRQXFxMZmYmXbp0afa/++nTp3P+/HliYmIYOnQoO3fuxM7ODhcXF9auXUtkZKSmTaxAcxQEx8XF8emnnzJ48GBsbGzYtGkTTk5O3LlzhytXrrBgwYImfwgpKChg165dvPTSS7i5uVV7HoaFhZGbm8uECRMAlELgUaNGYWxsjJ2dHQEBAfTv379BDTtbOg36CxZeT0ekI8bQpXqPVqFQEB8fX2WeurDoESKRNvr6lSd5l0do9MQiZXO97AL1ddvcsGEDV65cITo6Wm3bbK6MHj2a5OTkFnusRkZGzJkzh2PHjjWLahCZTMZPP/3E3bt3WbFihcp0qib5s1PT2OmnkJAQevbsiaOjI1988YXKNX5+flhbW+Pq6oqrqyvbt29Xvvf48WMmTZqEk5MTvXv3rnLicDnR0dGMHTsWV1dXnJycePXVV4GyKhE3NzeMjY156623Knzmr3/9K/b29hgbG/Po0SPMzc1blHDV3t6er776ijt37pCYmIi3tze///47gwYNonPnznh7e3P69GmNp2WlUqnGU3gKhYLQ0FBee+01unfvjrOzM2fPnmXu3Lk8fPiQqKgo/v3vfyubNjY1EomEXbt20bNnT8aPH1+tM5OamkpoaCjz5s1TVuHdvHmTkpIShgwZAkBkZCRXrlxhw4YNTWJ/c6XeDo1CKqfwdgYGfa0Q61df6piWlkZxcXGV6ZzCwngMDDojFlfeTsmzCI2uWIyZQdmAyrwi9YnkHB0dWbx4caM0R2pu6OrqMnv2bE6ePElRUZGmzakXXbt2ZcCAARw7dkyjUYf8/Hz8/PyQy+X4+vo226nC5U6NQqFoNKdGLpezatUqgoODiYiI4MCBA1VWpS1cuJDw8HDCw8OVzfAAli5dyl/+8hciIyMJCwvDxqbqeXBQVsmxZs0awsPDiYyMZPXq1QDo6+vz97//nY0bN1b6zMyZM5U6sqKiombngNYFa2tr1qxZwy+//MLTp0/ZuHEjBQUFLFmyBEtLS6ZPn8727dt5+vRpk9umUCg0knKVSCTs27ePOXPmYGNjg7u7O2lpaaxfv57s7GyuXLnCxx9/XGksR1OTl5fHrl27cHZ2Zty4cdU6MyUlJRw5coSpU6cqC1RycnK4cOECs2fPVn7PS5cuZenSpXTv3r1JjqG5Uu+zruhOBkKJHKPBNeefq9PPABQWxmFoqPq9P1JOIkz1nzk0xepV/X/22Wfcu3ePy5cvq3W7zZEuXbrg5ORESEiIpk2pN2PGjEEul/Prr79qZP+ZmZns3LmTl156CQ8PD3R0dDRiR20Ri8XK6qfs7Gy1P8GHhYXh6OhIt27dlIMzAwMDa/35iIgIZDIZEydOBMp66tTUgTs1NRU7uz9S1H379gXKongvv/yyyin3w4YNo3379igUiibrOdMU6OrqsmDBAg4fPsyTJ08IDg7GwcGBr776ivbt29OpUyfc3Nx47733CAgIaHQnR6FQNHoaTyKRcOLECdauXcvEiROxt7fHwsKCTz75BEtLSw4fPkxmZiaBgYEsWbKkWczYgzLdy86dO3F1da1RuCsIAidOnMDBwYE+ffooXzt+/DjDhg1TOv2XL18mIiKi1UzUro56/6IlV1PRtjFE16HmNu5xcXFYW1urzKsKgoKiokdYWqhWd0sFAS1RWWM9U4Myc/OK1DuMr0OHDrzzzjusXLmyRfU7qS/jx4/nf//7n1Jo2NIQi8XMnTuXbdu20blz50ad7/M8ycnJ+Pv7M27cuGajl6kN5U5Nbm4uWVlZWFhYqG3GV3JyMvb2fwj67ezsqhy5ERAQQGhoKD169GDTpk3Y29sTExODubk5c+fOJT4+ngkTJvDFF19Ua9+aNWsYN24cI0aMYNKkSfj4+GBubl6jrUlJZXq9miJALZlhw4YxbNgwoCwSdenSJS5dusSNGzc4evQoKSkpWFlZ0bNnT/r378/IkSMZN26cSn1jfVAoFGqdHyeRSPjll1+UxxAdHU16ejodOnSgZ8+eDBgwgHfeeYexY8c26xRiYmIiBw8eZOLEibi4uNS4/tatW8peaOXcvHmT4uJiRo4cqXxt5cqVvPPOO81S3N7U1MuhkSblU5okwXxmzb0bZDIZjx8/rvLiX1ycikIhrTJCU6xQoCsqCySZGjROhAbgo48+4r///S+7d+9m6dKlat9+c6I89RQQEEDnzp2bzdNLXTA1NcXd3Z0jR46wYsWKJkn5xMbGcuzYMWbPnt0kzfLqRfBHkHZX5VsiwAwBuVyOXKFArK1TuyfpDn1hqmpdTF2YOXMmnp6e6OnpsXXrVpYtW8aFCxeQyWRcunSJW7du0blzZxYuXIifnx/Lly+vcls+Pj5MnjyZkJAQAgMD2bp1K7dv365Wu1EuBBaLxc1eCKwuDAwMmDRpEpMmTVK+VpWTY2lpSadOnbCxsaFDhw7Y2tpib29Ply5d6N69Ow4ODrWKRtYl5VTepTkuLo74+HgSExNJSUkhNTWVjIwMUlNTKzgvAwcO5N133232zsvzxMTEEBgYiLu7e610O4mJiZw/fx4fHx/ld16ealq2bJny+921axcpKSmsXbu2Ue1vKdTLoSkISysTAw+subopOTmZ0tLSqtNNRWXpqOpSTvrisouPsa42YpF6NTTlmJmZsWnTJt5//328vLxemHB0Vfw59TRnzhxNm1MvHB0dGT58OP7+/vj6+jZq6uf27ducPXuWRYsWVYhGtDREiNDW0kaOnNLSUrR1tBGLGqZ3sLW1JTExUfn/SUlJKnUKlpaWyv9esWIFH374IVAW0XF1dVVOuHZ3d+fq1avVOjQAnTp1wtfXF19fX/r06cO9e/eqbUqWkJDQbLVOTUlVTs7ly5eJiopSOhW///47J06cIDs7m6dPn1JYWIixsTHm5uZYWloqo+7a2tpoa2ujo6ODtrY2EomE0tJSjh49ikwmQyaTUVpaikwmo6CggIyMDDIzM8nJyUEikaCvr4+5uTkWFhZYW1vToUMHevfujb29PS+99JKykqelEh4ezrlz5/D09KyQJq2KvLw8Dh8+zOzZs7GysgJUp5pkMhkffPAB3377bdt5/Yw637UVxTIKbz3BwMW6RjEwlKWbRCIRDg4OKt8vLKzeoSlRKNB95tCIxSJM9HXIK1ZvyqmcZcuWsXnzZpYvX86uXbsaZR/NiZaeegIYPnw4T548ITAwEA8Pj0Z58r5y5QphYWEsW7asSXtU1ItaRlK0AGlREdm5ubRr165BVSmDBw/mwYMHxMfHY2tri7+/P/v376+0LjU1VdmwMigoCCcnJ+Xnc3JyyMjIwNramgsXLjBo0CAAPv74Y4YMGVLJ6Q4JCWH8+PHo6OiQlpZGVlZWtWLP8htyudamjYoYGBgwYcIEZVmwKoqLi3n06BEPHz7k8ePHPH78mPz8/AoOS2FhIbm5ucjlcvT09NDW1kZXVxdDQ0O0tbUxNjZWRn26du1K9+7dW2SEuDYIgsDly5e5fv063t7eSuekOkpLS/H392fo0KEVosCqUk2+vr7Y2dm98BmFulBnh6bw1hOEUgXGw2rXSTcuLo6OHTtWedIWFsajpWWErq7qnHahXIHxn/KxpgbajRKhgTKdwc6dO3n55ZdZt27dC68YfxFSTyKRiBkzZuDn58elS5cYPXq02rYtCAJnz54lNjYWHx+fF+4pyMDAQDn7ydTUtEYhblVoa2uzZcsWJk+erKz6cnZ2BmDdunUMGjSIWbNmsXnzZoKCgtDW1sbCwgI/Pz+gbFjjxo0bGT9+PIIgMHDgQFauXAnA3bt3VQ6uPHPmDO+8845S/PvVV18pNQQODg7k5eUhlUr56aefCAkJQS6Xs337dgIDAyksLMTOzo4VK1awfv36eh1za0RfX59evXpVOWeonN9//53s7GymTp3aRJY1P2QyGadOnSI5ORlfX19MTWvWmpY3z7OysmLEiBHK11Wlmh4+fEhAQACXL19udQMoq0NUlzJOQRCE9G9vItIW0351zYLIoqIivvzyS0aNGsW4ceNUrrkV7k1paTZDBgepfH/JnTjSS0o5M7gsgjB98yU6mumzfdngWttdV1599VXCwsJa/IC42hIcHExRURFz5sxpsdqC/Px8tm/fztSpU2u84NYGuVxOUFAQT58+xdPTs1k7e5GRkcpoR30oLS0lOzsbfX19TE1Nm9U5MHnyZE6fPt2gbaSkpJCVlUWfPn1qPLaGfpdtwLVr13jy5AnTp0/XtCkaoaCggIMHD2JkZIS7u3uto5+//vorkZGReHt7K9PngiCwd+9eHBwcKoxFcHV1ZejQoWzdurVRjqEZUquLUp1cO2lCHrL0wjpFZwRBwNHRsco1hYVxGBpUPW5AIpdjqPWHmab6OmqvcnqeDRs2EB8fz969ext1P82FCRMmkJaWxu3btzVtSr0xMTFhwYIFHD9+nPT09AZtSyqV4u/vT3FxcbMq+WwsdHR0sLa2RiaTNUpZd0NoqDMjl8tJT0/Hzs6uWTlqLzJisbhZnUNNSWpqKj/88ANdu3ZlwYIFtXZmoqOjCQsLY+HChRW0gJcvX0Ymk1VINe3du5f4+PgqG1i2Zurk0BRcTUWkp4VBDZ2By4mNjUVPT6/K3LZMVkBxcTJGRlWrvgvkCoyeTzk1QpXTn2nXrh3ffPMN7733HjJZ4zpPzQEdHR3mzZvH2bNnycjI0LQ59cbW1pbJkyfj7+9PYWFhvbZRPlvF2Ni40sXlRaa8AZ+2tjYZGRktbsJzVSQnJ6Onp6e2kuQ2aqa1OjT3799n7969TJw4scZRBn/myZMnytEpf05NJSYmcvXqVTw8PJRpJZlMxnvvvcemTZvazmkV1MmhKbybieEAG8S6NfcYEASB2NhYunfvXmVPgoLCWACMjKt2aArlCoy0K0ZochtJQ/NnfHx86NChg7Kl+ouOjY0N48eP58iRIy36ZtavXz969+7NwYMH63wcOTk57Ny5k65duzJr1qxWl5sWiUSYmZlhYmJCVlYWxcXFmjapQZSWlpKZmdmiq9JaIq3NoREEgZ9//pmzZ8+yePFipX6sNkgkEvz9/Zk4cWKFCqjnJ2uXs3LlSjp16oS3t7c6D+GFoW5XbLlQ63RTRkYG+fn51aabCiQPADA2qrqnR1mE5g8zjfW1kTRSldOfEYvF/Pjjjxw8eFDZ6fhFp3///tjY2DQ4zK9pJkyYgImJCUePHq31hTU9PZ0ff/yRwYMH1zhb5UXH0NAQCwsLcnJyyMvLa7GDLRMTEzEyMmp2gxJfdHR0dJBK1TdvrzlTUFDA/v37iY+PZ8WKFcoqvtpQUlLCvn37cHFxqTBQUhAEAgMDcXJyqlB9+vDhQw4dOsTOnTtb3cNWbanTt6LnaI5Oe6NarY2NLYu+VFcpVFAQg1isi4FB1TNVCuRyjP/k0OjraFEsk9fS4oYxcOBAPD098fDwaJL9aZryiqH4+Hju3bunaXPqjUgkwt3dHalUysmTJ2u8ISckJLBnzx4mTpzI0KFDm8jK5o2uri7W1tZIpVKysrKQy5vmN6cuSkpKyMnJaYvOaAATExPy8/M1bUaj8+jRI7Zt24aNjQ3Lli2rU68cmUyGv78/dnZ2lSozw8LCyM/Pr1RCP2/ePLy8vBgwYIBa7H8RqZNDYzyiU63XxsbGYm1tXW2pq6QgBkPD7ohEqlNSgiBU0tAY6GhRKheQyZsmpPnll1/y8OHDVtGXBkBPT4958+YRHBxMdna2ps2pN9ra2ixYsIDU1FR++eWXKtdFRUVx6NAh5s6dq5yX0kYZWjEWPE8AACAASURBVFpaWFpaoqenR0ZGRotKQT1+/LhBpeht1B9jY+MX2qFRKBRcvHhRmRKaOHFinUY9KBQKjh07hoGBAVOnTq0QDU5JSSE0NBQPD48K2/zxxx+Ji4tr9dO0a6JODo1+L4tarZNKpSQkJFSbbgIoKHhQrSC4WCEgF6iQcjLQKfsjF8uaxqGxsLDgf//7H++++y45OTlNsk9N07FjR0aPHs2RI0datChaT0+PV155hXv37nHt2rVK79+4cYOTJ0+yePFiZZfaNioiEokwMTFRzoHKzc1VGfEKCQmhZ8+eODo6Vll9sWbNGlxdXXF1daVHjx7K2Uvh4eEMHz4cZ2dn+vXrx8GDB2u0Kzo6mrFjx+Lq6oqTk5NS65aVlcXo0aNxcXHh66+/rvCZv/71r9jb27forrMtARMTEyQSSYtNVVZHfn4+e/bs4dGjR7z66qs13uOeRxAEQkJCKCwsZO7cuRVSR+WTtadNm6acrA1l2r41a9awbdu2Cq+3UZk6OTQice10BY8ePUIul1f7x5bJ8ikpScO4Gocm71lqyVT7D09VX6fM5CJp04XAFy1axIgRI5gxY0aT7VPTDBkyBFNTU86dO6dpUxqEkZERixcv5tKlS8rBo4IgcPHiRS5fvoyPj0+d8t6tFT09PaysrJDJZGRmZlZwdOVyOatWrSI4OJiIiAgOHDigcsjrpk2bCA8PJzw8nNWrVzN37lygTLOze/du7t+/T0hISK0eHt5++23WrFlDeHg4kZGRrF69Gihr/vbaa6/x17/+tdJT88yZMwkLC2voV9FGDZR3By4qKtK0KWolNjaWbdu24eDgwJIlS+qlzbp06RKPHz9m4cKFFcbrlE/W7tatWyVR8YwZM3j55ZdZsGBBg4/hRadRlEUxMTHo6OjQuXM12piCMkFwdRGanGcOjVkFh+ZZhKa06RwakUjEzp07uXv3bqtJPYlEImbPnk1UVFSLn0Derl07PD09OXnyJHFxcZw6dYqoqCh8fX3bnnjqgJaWFhYWFhgYGJCZmUlBQQGCIBAWFoajoyPdunVDV1eXRYsWERgYWO22Dhw4gKenJwA9evRQDuwrH45YU/uA1NTUClUh5SMN5HI5Tk5OKicPDxs2rM15bSJeJB1NSUkJJ06c4Pjx43h4eDBmzJh6iXJv3rzJrVu3eOWVV5Qdrsspb0Y4efLkCq//+OOP3L17lx07drTqQoXaonaHRhAEoqOj6d69e7U9PCS1cGhyS8ueAs11/qSh0W16hwagffv2rS71ZGBgwMKFCzl58iRpaWmaNqdBdOzYkblz57J//35SUlLw9vZuSz3UA5FIhLGxMZaWlhQWFpKVlcXjx48riG/t7OxITk6uchsJCQnEx8er7B4eFhaGVCqtcezImjVrGDduHFOnTmXTpk3K32RSUhLW1tZ10jS0oX5eFIcmPj6e//3vf8jlct54440qZxLWRGRkJD///DOLFy+uFNmJj48nNDS0Ut+rP6ea2reveRB0G/Wctl0dqamp5Ofn1zjsUCKJREvLqNoKpz8iNH+Yqf8sWlPUxA4NlKWe9u7dy4wZM/j111+bfP+aoGPHjkybNg1/f39WrlyJkVHtqtyaG3K5nBs3bmBjY0NOTg5Pnz5V+RTf0tkQtoGo7Ci1brOXRS/WDllb4TUdHR2srKyQSCTKAYWCINTqKdLf35958+ZVcjpSU1NZsmQJu3btqvEJ2MfHh8mTJxMSEkJgYCBbt27l0qVLlJSUtNhBqy8SLV0YXFJSwtmzZ3nw4AEzZ86ss1bmz0RFRXHy5EleeeWVChPnoWxoakBAAB4eHpWixW2pprqj9ghNTEwMgDKEXBX5+ZEYG/dCJKrahFwVKac/IjRN37ipNaaeAKVY89ChQy2ufBfKnJnDhw+jUCjw9fVl+vTp7N27t8EjElo75YLhnj17kpCQQFZWFjKZjKSkpGonX/v7+yvTTeXk5eUxffp0Pv/8c4YNG1ar/Xfq1AlfX18CAwPR1tYmNDQUCwuLtuhMM8DY2BiJRKJpM+rF81GZhjgzMTExHD9+HC8vr0rpzpKSEg4cOMDo0aPp2rXi+J+2VFP9UHuEJjo6Gjs7u2rD+YKgQCKJomOHOdVuS5VDoxQFayBCA3+knt58801mz56trNR40XFzc+PgwYOcPHmSmTNntpgfmUwm4/Dhw4jFYmVUoHfv3igUCvbu3cuSJUuwsVE96b0l8nwkpSkYPnw4CQkJpKamUlhYyP79+zlw4IDKtVFRUTx9+pThw4crX5NKpcyZM4elS5cyb968Cus//vhjhgwZwpw5Fa8VISEhjB8/Hh0dHdLS0sjMzMTExIROnWrfWqKNxsPExKTFtX0oLCzk/PnzxMbGNjgqA2Ui4sDAQDw9PSudl4IgcOzYMezt7Rk8uOKg5bZUU/1Ra4QmLy+P1NTUGkO+RUWJyOUSjE2qn2qbU1q1KLgpq5yepzVWPYlEIubMmUNSUpLKEujmiEwm4+DBg2hra1dKcfTp04dJkyaxZ88enjx5okErWz7a2tps2bIFDw8P3NzcmDlzJjY2NpSUlLBu3TqCgoKUa/39/Vm0aFEFh/jQoUOEhobi5+enLOsun3R/9+5dlanBM2fO0KdPH1xcXJg8eTLvv/8+jo6O6Ojo4ODgwHvvvYefnx92dnZKUfuHH36InZ0dhYWF2NnZsX79+sb9Ylox5aXbLQGFQsH169f5z3/+g7a2doOjMgAPHjzg2LFjLFq0qIJ4vZyff/6ZoqIipk2bVunhcMaMGYwaNaot1VQfBEGoy79quXbtmvDpp58KaWlp1a5LTw8Wzp3vJuTm3q523f+LSRS6X6y45uGTfKHL2hPCsZtJNZnTqKSlpQmmpqaCn5+fRu1oarKzs4WvvvpKiIuL07Qp1SKVSoXdu3cLR44cEeRyeZXr7t69K2zcuFFITU1tQuvUS0REhKZNqIBCoRAKCwuFtLQ0ITs7W5DJZPXe1qRJk2pcU1RUJNy4cUMoLi6u937KaW7fZUslISFB2L59u6bNqJHExERh69atwo4dO9R2DYiOjha+/PJL4fHjxyrfv3v3rrBp0yZBIpFUem/nzp2CqalpjffQVkitfBS1RmhiYmIwNzevMYSfL4lAJNLCqJoZTlAmCv5zdAZA51mTvdIm6hRcFeWpp3feeadVPeG3a9cODw8PAgICmm1IubS0lAMHDmBkZMScOXOqFZj26dOHKVOmsHfvXlJTU5vQyhcXkUiEgYGBstooIyOj3o3WajNXLDk5GVNTU/T09OpjbhuNgJmZGU+fPtW0GVVSUFBAUFAQBw8eZOjQocphxA0lKiqKoKAgvLy8VI7dSE1NJTg4mEWLFlUqsHjy5ElbqqmBqM2hkUqlxMXF0aNHjxr1FZL8SAwNu6GlpV/tuiypDEvdijIf8bPmfopm0IVy0aJFTJkyRWX56YtM165dGTNmDP7+/s2uHb5UKmXfvn2Ympri7u5eq34Rzs7OTJ8+nX379pGYmNgEVrYOxGIxpqamWFpaUlJSohyfUB/HpiqkUim5ubnVipDbaHpMTU1RKBTNrtJJLpfz+++/85///AddXV1WrVqFi4uLWjSB9+7d48SJE3h5eak8H/Pz8zl48CDTp09X6Ty5ubkxdepUFi5c2GBbWitqc2ji4uKQyWS1KpnMl0RgYty7xnWZpTKsdCo6NFrPTjwNB2iAsifR7du3k5eXx5tvvqlpc5qUQYMG0bVrV/z9/ZvNeITy6bUWFhbMnj27Ts2vnJycmD17Nv7+/spKvTbUg46ODhYWFpiYmJCXl0dWVpbapjGnpKRgZGSEgYGBWrbXhnoQiUR06tSJlJQUTZsClEkr7ty5w5YtW4iNjWXp0qVMmTKlUoO7+vL7779z9uxZlixZolKYXlxczL59+xg4cCC9e1e+973xxhvk5+fzww8/qMWe1oraHJrIyEj09fVrbDwklWaXjTyoQRAMZREaq+ciNFricoemGXg0lJUnBgUFsWvXLs6ePatpc5oMkUjElClTMDY2JiAgAIWG/x5SqZT9+/djZWVV7yqsl156CU9PT4KCgpSi1DbUw5/TUAYGBmRnZ5OdnU1paWm9tymTycjOzm6LzjRTOnbsqPE0riAIPHjwgK1btxIWFsbs2bN55ZVX1JbSEQSB8+fPc+3aNXx8fFRut3yydpcuXXj55ZcrvX/69Gl2797N8ePH25p9NhC1ODRyuZzo6Gh69uxZYw+I/Px7AJgYO1e7ThAEskplWD4foVE6NJpPOZXj6urKhg0bWLhwYavpIgxlNyl3d3dKSko4deqUxobRlTszlpaWzJgxo0HhYzs7O7y9vfnll1/49ddfX8gBe5pEJBJhZGSEjY0Nurq6ZGVlkZOTU6/+RqmpqRgYGLTdBJopHTt21GiEJjExET8/P86cOcPYsWNZvnx5vTv9qkKhUBAUFER8fDw+Pj4qW3goFAqOHj2KsbExU6ZMqXRtysnJwcvLiy+//BIXFxe12dZaUYtDEx8fT3FxMU5ONUdd8vLuAGBq2rfadQVyBcUKASvdiuMTlCmnZnafWbVqFSNHjmT8+PGaNqVJ0dbWZuHChaSkpHDx4sUm339paSn+/v6Ym5urrT+OlZUVvr6+3L17l9OnT7c5NY2AWCzG2NgYGxsbxGIxGRkZ5Obm1jp9qVAoyMzMbJvN1Izp1KmTRiI0iYmJHDhwgCNHjuDq6sobb7xBr1691No7q7S0lIMHD5Kfn8/SpUtVdlAXBIFTp05RXFyMu7u7yv2PGzeOkSNHtjrJQmOhFocmMjISHR2dGuevAOTl38XQsBva2tVPKs18NsfpeQ1NuSxC0YwiNFD25Llnzx6Sk5NZu7bpm5tpEj09Pby8vLhz5w7Xr19vsv2Wh3KNjY2ZNWuWWi9YpqameHt7k5qaytGjR1tkh+SmJCQkhJ49e+Lo6MgXX3yhcs3jx49xc3Ojf//+9OvXj1OnTiEWizEwMODDDz9kxIgRODk5sW7duhpTUfv378fLy4sxY8bQu3dvtm7dCkBoaCgDBgxAW1ubI0eOVPjMlClTMDc3b1X9ozSJmZkZcrm8SYTBgiAQGxuLn58fR48exdHRkdWrV9O/f/96DZKsjqKiIvbs2YO+vj6enp7o6uqqXHfx4kVSUlIqTdYu58MPPyQ1NZXdu3e3mEalzZ0G/6UVCgVRUVG89NJL1Q6jhLKTLi/vNqYm/Wrcbqb0mUNTlYamGT41m5ubExgYyJYtW1rNrKdyjI2NWbx4MaGhoU0ynbu8aZ6hoWGtq5nqioGBAYsXL6a0tJT9+/dTUlKi9n28CMjlclatWkVwcDAREREcOHBA5Tnwj3/8gwULFnDr1i38/f2VT6WHDx9GKpVy//59bt26xa5duwgPDyc7O1uleLi0tJT33nuPvXv3cvv2bW7dusXYsWMB6Ny5M35+fnh5eVX63F/+8hf27Nmj3oNvo0qaQhisUCi4f/8+27Zt4+zZswwYMIDVq1czePBglU5EQ8nNzeXHH3/Ezs4Od3f3KiUW169f586dO3h5ealsJ/Drr7/y/fffExgY2Gq6zTcFDb4LJCYmUlBQoFK5/TwlJWlIpRk1ppugFg5NM4vQlDN06FA+/fRT5s6dS2FhoabNaVIsLCzw9PTk5MmTPHr0qNH2I5PJOHToELq6ujX2mWkoOjo6LFiwAHNzc3bu3Nmse2toirCwMBwdHenWrRu6urosWrSIwMDASutEIhF5eXlA2Y2hvBpEJBJRUFCATCajpKQEPT09unbtiq6uLk+fPiUrK6tCuXdaWlqFiko9PT3lfzs4ONCvXz+V58T48eMrTTpuo3FpLGFwaWkpN2/e5Pvvv+fq1auMHTuW119/vcq/vTpISkpix44duLq6MmnSpCqjKpGRkYSGhrJ48WKV+q7CwkLmzp3L+vXrGTJkSKPY2lpp8F8+MjISLS2tGodRAuTll+tnahGheZZyqiQKFjVvhwbggw8+oG/fvkycOFHTpjQ5HTt2ZN68eRw5cqRRLmRyuZwjR46gpaXF3LlzG9WZKUcsFjNjxgwGDBjAjh07GtVZa4kkJydXaCJmZ2dHcnJypXXr169n79692NnZMW3aNP79738DMG/ePIyMjOjYsSOdO3fmgw8+wMrKSqmxMTAwIC8vT9mgr6SkhAkTJtCtWzc8PT3Zt2+fxqvs2lCNuh2arKwsTp8+zaZNm4iKimLmzJn4+vrSs2fPRk3b3L59mwMHDjB9+nRGjBhR5br4+HhOnDiBp6dnpenZ5UycOJF+/frx/vvvN5a5rZYGxeQEQSAyMpLu3bvXqktnXt5dRCJtjGvRgyatpCyHblNFhCa7QD19LBoDsVjMwYMHcXJyYu3atWzYsEHTJjUpXbt2VTaqW7JkidpKJOVyOQEBAQiCwPz585t0qrJIJGLo0KFYW1tz5MgRxowZU2moXHMg7Z//pCQySq3b1HPqRYf/+78Gb+fAgQN4e3vz/vvv89tvv7FkyRLu3btHWFgYWlpapKSk8PTpU0aNGqV0WEQiEYaGhhgYGCCVSpFIJOTl5bFlyxaSkpK4ePEiGzdu5OzZs/j5+TX8YNtQK506dSI4OLhB21AoFMTExHDt2jXS0tLo378/K1eupF27dmqysvp9nzt3jqioKLy9vbG2tq5ybUJCAkeOHGH+/PlVitU//PBDYmJiiIyMbJKHsdZGg77RlJQUcnNza1XdBJCfdwcjox41dggGSJeWYqmjje5zf/RyL9zvyqM629uUWFlZERwczJYtWyqJE1sDTk5OypEC6hgNoVAoOHbsGDKZrMmdmT/TrVs3fH19uXbtGidOnGgTCwO2trYVOiwnJSWp7A2zY8cO5cC94cOHU1xcTGZmJvv372fKlCno6OhgY2PDyJEjK4nLRSIRenp6ypSUgYEBtra2LF68mMDAQAICAhr3INuoFw0RBufl5REaGsp3333HlStXcHFxYc2aNUyYMKFJnJni4mIOHDhAWloaK1eurNaZSUxM5NChQ3h4eFRZGn7o0CG+//57QkJCsLKyaiSrWzcNitDcv38fsVhcq+7AgiCQl38XG5uptdp2akkpHfWqFhm79az65GouDBo0iB9++AEfHx/69u1bq+/pRaJPnz4IgsDevXtZunRpvX/E5eWPhYWFeHl5NYrYry5YWFiwfPlyjh49yp49e5g/f77Ksk1NoI5ISl0ZPHgwDx48ID4+HltbW/z9/dm/f3+ldZ07d+b8+fN4e3sTGRlJcXEx1tbWdO7cmQsXLrBkyRIKCgq4evUq7777LlCme9m9e7fSQcrMzMTExIQbN24wZswYSkpKuHTpEra2tjx9+hQDA4O2mU7NCJFIhL29PY8ePaJv35q1k8XFxURGRnLnzh3S0tLo3bs3np6eapmzVBcyMzPx9/ene/fuTJ48udpoSlJSEv7+/syZM4du3bqpXBMZGcny5cvZvn07AwcObCyzWz31vjOUq8u7d++OoaFhjesLC+ORyfIwNa1d86D0klLa66p2aEQi6GNrVid7NYWXlxfh4eGMGTOGuLi4Wn1XLxJ9+/ZFoVCwe/fuejs1Fy9eJDk5GW9vb407M+Xo6emxcOFCfv75Z7Zv386iRYta7UA5bW1ttmzZwuTJk5HL5fj6+uLsXNY4c926dQwaNIhZs2bx9ddfs3LlSjZt2oRIJMLPzw+RSMSqVavw8fHB2dkZQRDw8fGhX79+KBQKYmNjlVqEnJwcFAoFFhYWrFq1itdeew0DAwOMjIzYtWsXurq6hIaG4u3tTW5uLsePH+fTTz/l/v37AIwaNYqoqCgkEgl2dnbs2LGDyZMna+x7ay306NGDmJiYKh0auVzOgwcPuHv3Lg8fPqRr164MHjyYHj16aOT3Hhsby08//cS4ceMYMGBAtWuTk5M5cOAA7u7uODo6qlwjkUhwc3PjzTffxNPTszFMbuMZ9T5bkpKSyM3NrfVgxtzcmwCYmVV/gpSTWlKKi0nlm3/ZmHBoSVX7X3zxBeHh4YwYMaJVttR3cXFBEAR2797NkiVLqg3dPk95+aOvr2+ze/IWi8WMHz8eGxsbdu/ezcSJE3F1ddW0WRph2rRpTJs2rdLrn332mfK/e/fuzeXLlyutMTY25vDhw5Vej4iIwMPDQzmnKT09nXbt2mFmZsapU6dU2jFp0iQeP35MUVGRssowLy8PfX19QkND2/p9aIAePXpw7tw55HK5MlUsk8mIj48nKiqKyMhIrK2t6devHzNmzNDYXC6FQkFoaCg3btxgwYIFdO7cudr1iYmJ+Pv7M2vWrGqLYl5++WVcXFz417/+pW6T23iOejs09+7dQ0tLq9ZplNzcG2hrm2JkWHPzPalCQWapjA4qUk7lxU3aWi1HUCUWizly5AguLi54eXmpDMe/6Li6uiIWi5VOjY2NTY2fiYyM5OLFi/j4+DTr9vZ9+/alffv2HDlyhPj4eKZPn15ls602ak+fPn345ptvAJSC4Nq0rtfW1sbExARjY2NKS0spKipSRnf09fXR19dHT0+vzblpIkxMTLCwsCAmJoaSkhJiYmKIi4ujffv29OjRg1dffVXjvVjy8/M5evQoIpGIV199tcby/sePH3Pw4EHc3d2rdWa8vLzIz88nNDS0TQTcBNTLoVEoFERERNCjR49aTyvNzbuFmVl/RKKa/6hPnvWgUeXQlD4bs11e7dRSMDU15dy5c/Tv359vv/1WqRFoTZT3iNizZw+vvPJKtXnxR48eceLECRYvXlxl+WNzwsbGhhUrVhAcHMy2bduYN29ek+f9X2TS0tIwMjKqU5ROJBKhq6urdC5LS0spKSlBIpHw9OlT9PT0lM6NpkTmLzKCIJCRkcGDBw+QSCQEBATQo0cPevTowfTp05uN7iw2NpbAwEAGDRrEqFGjanQ8EhISOHToEHPnzq22O/4333zDyZMnuXnzJqampuo2uw0V1MuhSUhIQCKR0KdPn1qtLy3NpaDgAe1tatdyvLxkW5VDI3sWotHRalkODUD37t05duwYs2bNYsCAAYwePVrTJjU5ffr0QSQSsXfvXhYtWoSdnV2lNWlpaRw+fJh58+a1qFk9urq6zJ49mzt37rBnzx7Gjh3LoEGD2iIBaiAnJ6fBU7V1dHTQ0dHB2NgYuVxOSUkJxcXF5OXlKauopFIp+fn5bQ346oEgCGRmZhIfH09CQgKPHj1CT0+Pbt268fLLL3PlyhXmz5/fbH4PcrmcCxcucO/evWqrk/5MbGwsx44dw8PDo0oBMMAvv/zCJ598QlBQUK1GArWhHurl0Ny7dw8dHZ1aNdODsugM1E0/A9BBt7J5smcRGu0WGr4bP348//znP3F3dyciIqJVPsU7Ozujo6OjFNP9+Tx6+vQp+/fvZ9q0aXTt2lWDVtaffv36YWtrq0xBzZo1q9aRzDYqI5FIkMvlai3V1dLSwtDQEENDQwRBUHYpLi0t5T//+Q9GRkY4ODjg4OCAra0t5ubmzeZG3FyQy+VkZGSQmJiodGB0dHRwcHCgR48eTJo0CTOzsuINQRC4fPkyGRkZtUo3NzY5OTkEBARgYGDAq6++Wqto0Z07dzhz5gwLFy6sVl+TkpLCnDlz+Ne//tXqhhVrmjo7NHK5nIiICHr27FlrnUCZIFhc6wqn5OKypnm2+pW3XypvuRGact5++21u3rzJsGHDiImJaZV6ix49erBo0SIOHjzIxIkTcXFxoaCggL179zJy5EhllUxLxdLSkuXLl3PmzBm2bt2Kh4eHymhUGzXz5MkTTE1NG02DIBKJlNEbIyMj/vKXv5Cens6jR4+4d+8eZ86cQSaT0bFjRzp27EinTp3o2LFjq3Jyyp2X1NRUUlJSSE1N5cmTJ5iZmWFra4ujoyMTJkyoUgsjEono2bMn0dHRGndoIiMjOXHiBCNHjmT48OG1+hv+9ttvXL16laVLl1Zrv1QqZfjw4cyePZvVq1er0+w2akGdHZq4uDiKiopqnW6CMofGxNgJbe3a5UyTSqQYa4kx166c15Y9a3HekkTBzyMSifjhhx8YP348gwYNIjw8vFUKxuzt7Vm2bBn79u0jNzeX6OhonJ2dGTp0qKZNUwva2tpMmzaNyMhI/P396d+/P2PGjGk2pectgbKBtnnVhvfVjVgsVjovw4cPB8qiROU38jt37hASEqJ0cqysrLC0tFT+MzMza7GOjkwmU87PyszMJCsri4yMDKXzUu7M9enThw4dOtRJ09SzZ09+/vlnRo0a1YhHUDVFRUWEhISQmJiIp6dnrR4wBEHg3LlzxMTE4Ovrq4w4qUKhUDBo0CA6d+7Mtm3bWuw50JKp85X17t276OnpVVlz/zwKhYy8vNt07OhR630kFkux09dVeULInkVotFuYKPh5dHV1OXXqFMOGDWPixImcP39e0yZpBGtra5YtW8Z///tfzM3NlVOTXyScnJywt7fn5MmTbNu2DXd3d+VgxhcFX19fTpw4gY2NDffu3VO5RhAE3nnnHU6dOoWhoSF+fn4V+nzk5eXRu3dv3N3d2bJlC1CWGhCJRJU0LVevXuWdd96hpKSEkpISFi5cyPr164mKisLHx4ebN2/y+eef88EHH9TJxqowNjZWClrLkUgkpKamKm/6UVFRZGVlUVhYiIWFBZaWllhYWGBqaoqxsTEmJibK6itNOLWCICg1Qvn5+UgkEvLz88nNzSUrK4usrCzy8/MxNzdXOmd2dna4urrW2XlRRZcuXcjMzEQikTR51WJ0dDQnT56kV69evP7667WKisvlcoKC/j97Zx4XdYH//+ccDIdcgpyigijKjSLeIoiGmieWirkemGdmZW3tbr92N6vd2twOdV1MU1MrS0tNzSNNEo9UTFEEAUkkD0CQa4Bhrs/vD5b5ah7MIDef5+MxD2b4XO8Zhs/n9Xmf33Hnzh3i4uJqLScfPnw4Op2O77//vk166DckDAAAIABJREFU3ZsDJv1XqdVq0tLSCAwMNPofUll+GZ2uAjtb4/JnAK6r1HR6QLgJ/i8pWN6CQ0412NjYcOTIEXr37t1my7kFQeDIkSN06dIFlUrFzp07GT9+fKurOrG2tmby5MmkpKTwxRdftDpvzaxZs1i8eDEzZsx46Dr79u0jMzOTzMxMTp06xcKFCzl16pRh+RtvvHFfonxBQcEDQzszZ87k66+/Jjg4GJ1OR3p6OlDdxXnFihXs3LmzTjaagrW1Nd27d78vl1CtVnPnzh2DSLh9+zZXr141iAilUomZmZlB3NRUWpmZmWFubo5CoTD8VCgUyGQyJBKJ4QE1/biEe/J/1Go1arX6vueVlZUG8QLcI6xsbGywt7fH29sbR0dH2rdv32DeYplMhre3NxkZGbU2rKsv7vbKxMTEGJX4C9V/w23btiGRSJgxYwZmZg/vWg8QGxtLRkYGv/zyi5hQ3oSYdDZNS0tDo9EQHGxcLgxAcdFpAOztjR/k95tKTV+7Byv4lp4U/HucnZ356aef6NOnD3/84x95//33m9qkRkMQBA4ePEhJSQnTp08HYPv27Xz55ZdMnjy51d3lSCQSAgMD8fLyanXemvDw8FqnkO/atYsZM2YgkUjo378/xcXF3Lp1Czc3N86ePUteXh4jR440zHHS6/WUlZXRs2fP+/aVn59vqICTyWT4+VUPvHV2dsbZ2Zm9e/fWycb6QKFQ4Orq+tCEf0EQqKysNAgclUp1jwCpqqqirKzM8Fqv1xvEi16vv0fcSCQS5HK5QfzUzLmys7MziCJLS0uDgGnq5pQ+Pj6kpKQ0iqCpi1cGoKKigi+++AInJyfGjBlT683Vyy+/zIEDB0hKSmry/KC2jkmCJjk5GXt7ezp16mT0NkXFp7C06IyFhXHltyUaLaVa/UM9NK0hKfj3eHt78+OPPxIeHk7Hjh3bTI+aEydOkJWVxezZsw13QFOmTGH37t189tlnxMbGNuuGenWltXtrHsaNGzfuOXd4eHhw48YNXFxcePnll9myZQuHDh0yLC8oKEChUDxwXMhLL71Ejx49iIiIYOTIkcycObPFVJLVTBC3srJqc+Myevbsyf79+ykpKXlkPsrjUFevDPxflWWPHj2IioqqNQ/mo48+4pNPPiExMbFR87xEHoxJZ9CrV68a1XioBkHQU1ychJPTCKOPcf1/JdseDw05tS4PTQ29evVi165djB07Fnd3d8NU4tZKcnIyZ86cuS82LZVKGTduHD/99BNr165l6tSpLaoXjbH83luzZs2aeilVT/w6g4LflPVkZTUdOlkzZLJP7SvWkdWrVzN69Oj7kjQLCwsfWqr917/+lWeeeYaDBw/yxRdf8OWXX5KQkNBgNorUDwqFgsDAQM6ePWv02BxjEQSBlJQUfvjhB5O9MlB9ffvmm28IDw+nb9++ta7/1Vdf8frrr7Nnz542O/KkuWGSoBEEgaCgIKPXV5ZnoNUW096+9i9HDb9VVpdsP9xDUy1ozOStS9AADBs2jA0bNhAXF4erq2urbbyXmZnJDz/8wMyZMx/YQVMikRAREYGzszNbtmxh1KhRJlXVtSRqvDWXL19m165ddOrUiREjRrTKzqIdO3bkt99+M7y+fv06HTt25OTJkyQmJrJ69WqUSiVqtRpLS0umTp36yKZk3t7eLFy4kLlz5+Lk5ERhYSGOjo6N8VZEHoM+ffqwadMmhg4dWm+5cvn5+Xz//fdUVVXx9NNPmxRFEASBpKQkfvrpJyZNmmTUTUVCQgJz5sxh48aNREZGPo7pIvWISYKmY8eOJk1LLi6qTviztze+DPd61aMFTYVaB4CVonUljdYwefJkcnNzGTt2LCdOnGjx/Vh+z/Xr19m5cyexsbG1Dqn08/PDwcGBrVu3kpeXx7Bhw1plKaREIsHX15du3bqRmJhIfHw8gwYNon///iaf8BvSk/K4jBs3jlWrVjF16lROnTqFnZ0dbm5ufP7554Z1Nm7cSFJSEi+++CKlpaU8++yzLF68+L475r179zJ69GgkEgmZmZnIZLImnwckYhxOTk506NCBtLS0x75RUalUJCQkcPHiRSIiIggNDTUpqbmmKum3335jzpw5RjVvvHTpEuPGjePdd9/l6aeffhzzReoZk9wcpiQDQ3X+jIWFB5aWxrcsz66swkomxdHswSfy8qpqQWP5kOWtgSVLlvDcc88RHh5OTk5OU5tTb9y+fZutW7cyYcIEo5vMubq6MnfuXHJycti6dStVVVUNbGXTYWZmxrBhw5gzZw7Z2dnEx8fz66+/NrVZRhEbG8uAAQNIT0/Hw8ODTz/9FID4+Hji4+OB6oncXbt2pVu3bsydO5fVq1c/dH8lJSXY29tz4cKFByZNb968mR49ehASEsIf/vAHPv/8c2QyGbm5uXh4ePDBBx/w9ttv4+HhQWlp6SNtFGl8wsLCDMnfdUEQBC5cuMB//vMf1Go1ixYtIiwszCQxU15ezqZNmygvLzdazOTk5BAeHs7zzz/P4sWL62y/SMMgEQTB6JXLy8sFYweKCYJA4rG+dHCMwM/P+MqdaclZ5Ku1HAp78BTvHeeu89JXyRx5JQKvDs1juFlDIAgCCxYsYMeOHZw/f77FV8KUlpayfv16IiIi6hRvvvtOaurUqS1iYOXjIAgC6enpHDhwAHd3d6Kjox8ahkpLS8PX17eRLWw4tFotycnJeHp6smDBArZt29Zox25tn2VzRafT8fHHHzN9+nSTK4Py8vL4/vvv0Wg0D8y9Mobc3Fy2bt1KUFAQkZGRRnl+r1+/Tq9evYiJiSE+Pr5VeoubMUZ92CaFnEyZjlpenolGc8ekcBNAdqUaP+uHVyu09pBTDRKJhP/+979otVp69epFcnJyi537pNFo2Lp1K6GhoXVOnpPJZIwZM4akpCTWr19PTExMq64qkEgk9OzZE29vb44dO0Z8fDx9+vRh0KBBTV5629DcuXMHc3NzHB0dG1XMiDQeMpmM3r17c+bMGZ588kmjtiktLeWnn37i8uXLREZG0rt37zr1zElNTWXv3r0m5ebl5uYSGhrK+PHjRTHTjGmwzNri4ur+M+3bGy9otHqBHFUVXS0ffsKuqAk5tXJBA9UVP2vXriU6OpqQkBDy8/Ob2iSTEQSB7777jg4dOjB48ODH2pdEIiEsLIxJkybx7bffcvLkSUzxMLZEzMzMiIyMZN68eZSWlrJy5UpOnjyJVqttatMajKKiogYr6RVpPvTu3ZuUlJRaw8iVlZUcOnSI+Ph4LCwsWLx4MX369DFZzOj1eg4fPszBgweZPn260WImPz+fkJAQRo4cKY40aOY0mKC5U3QCC3N3LCyMdwder1KjFcDT6hGCpsZD04pzaO5GKpWyceNGoqKiCAkJoaCgoKlNMonjx49z584dxo4dW28nAi8vL+bMmcOlS5fYunUrFRUV9bLf5oy9vT0TJkxgxowZZGdns2rVKs6fP4/+f20MWgt6vZ7y8nKxWqkNYGtri5eXFxcuXHjgco1Gw7Fjx1i1ahUVFRUsWLCAESNG1DqC4EGUlpby2WefcfPmTZ599lmjW0EUFBQQEhJCVFQUGzZsaJMz91oSDfLXEQQdRUUncXAYbNJF7NeKaqX+SA+NRotCLm3RwylNRSqVsmnTJsLDwwkKCmoxnpr09HROnz7NlClTam0dbirt27dn9uzZODo6smbNGq5du1av+2+uODs7ExsbS0xMDOfOnSM+Ph6NRtNqPFUlJSXIZLIHNtMTaX2EhYVx5syZe76/er2es2fPsnLlSm7evMns2bMZN25cnVsZZGRk8Mknn9CtWzemT59udLPO/Px8AgMDCQ8PZ9OmTaKYaQE0SGvS0rIUtNpSHBwGmbTd1cpqQeNVS8iptefPPAiZTMbnn3/OH/7wB4KCgjh//nyzzqm5ffs23333HbGxsQ3WU0Umk/HEE0/g6enJtm3b6Nu3L4MHD24TJ57OnTsza9YsMjMzKS4uprCwEBsbGxSKBw91bSkUFRWJs3DaEJ6engiCQHZ2Nl26dCEtLY0jR45gY2PDlClT6NjR+ArZ36PT6Th06BCpqalMnjyZzp07G71tbm6uwTOzadOmVjdbrrXSIILmzp1jALRvP8Ck7a7+r2TbWfFwsyrUujYTbvo9MpmMLVu2MGvWLIKDgzl37lyzrH6qrKzkyy+/ZMSIEXWqQDAVHx8f5s2bx7fffkt2djYxMTGtcmTC75FIJPj4+JCamoqVlRXFxcVIpVJsbGwwNzdvkcKmrKyMLl26NLUZIo1EzVyvPXv2AGBpacmoUaPo2rXrY31/i4qK2L59O9bW1syfP98kj9/NmzcJCQlh1KhRYpiphdEgf6k7d45jbe2HQmFaHPxqhRovy0ffYVZqtFiZt+6ZN4+iJqdmzJgxhISENLs+NXq9nm3bttGzZ89GbQdua2vLjBkz6NSpE2vWrCErK6vRjt3U1MwGcnZ2xtramrKyMm7fvk1FRUWjhaLi4uJwdnZ+ZKLl559/TlBQEIGBgQwcOJDk5OR7lpeXl6PT6e5JCN6zZw+9evUiODgYPz8/1qxZA8DRo0fp3bs3crmc7du337OfkSNHYm9vz5gxY+rxHYrUN2q1mp9//pmffvqJsrIyQkJCmDNnDt7e3o8lZi5dusS6desIDAxk6tSpJomZnJwcgoODGTdunChmWiD1/tfS6SooKTmHg8NAk7e9UqGiq+WjB8yVt9GQ091IpVLWrVvHxIkT6dWrF5cuXWpqkwwcOHAAqVTK8OHDG/3YUqmUyMhIYmJi2LVrF4cPH0an0zW6HU2FRCLB0tKSDh06YGtrS0VFBfn5+ZSXlzd48vCsWbPYv3//I9fx8vLip59+4uLFi7zxxhvMmzfvnuWFhYVYW1sbLmYajYZ58+axe/dukpOTOXfuHBEREUB1yG3jxo1MmzbtvuP88Y9/ZPPmzfXzxkTqncrKShISEvj444/Jyclh6tSpxMTEkJKS8lj71Wg07Nmzh8OHD/PMM8/Qv39/k4TRpUuX6NWrF5MmTWLt2rWimGmB1PtfrLj4DIKgxqG9aSW6lTo9OSo1Pu0e3WNDWaWl3SNCUm0FiURCfHw88+fPZ+DAgRw9erSpTeKXX34hKyuLp556qklPBl5eXsybN4/c3FzWrVtHXl5ek9nSFEgkEiwsLOjQoQPt27dHpVKRn59PWVlZgwmb8PDwWpsdDhw40NCNtX///ly/fv2e5aWlpfeMLygrK0Or1RoqnszNzenRo7rhpqenJ0FBQQ/8nkVFRYl5OM2Q0tJSDhw4wIoVKygpKWH27NlMnjwZd3d3evTogUKh4OLFi3Xad05ODvHx8VRVVTFv3jyTQ/EJCQkMGDCABQsW8N///rdFhmtFGiCH5s6d40gkCuzt+5i03a+VVQiAT7tHe2hKKjX4uLT+/AhjkEgk/OMf/8DNzY3Ro0ezfv36JpvSnZOTw+HDh5k9ezYWFo/+GzYG1tbWTJs2jfPnz7Np0yZDwnBbS+5TKBQ4Ojqi0WhQKpXk5eVhaWmJlZWVSZOI65tPP/2UUaNGGV5rNBqqqqruEUUODg6MGzeOLl26EBUVxZgxY4iNjRXvnFsQgiBw9epVzpw5Q3Z2NsHBwSxYsOC+PkMSiYThw4ezc+dO/Pz8kMuNuzRpNBp+/PFHUlJSGD16dJ26PH/11VfMmTOHd999Vxxn0MKpf0FTdBx7u97IZKb1CsgoVwHgY/Xoi2FxhQY7y/otAW7pPP/887i4uDB79mxu3rzJiy++2KjHLykpYdu2bUyYMMGk4aUNjUQioVevXnTt2pU9e/awbt06JkyYgIuLS1Ob1mAc2fgJ+dcePv9JEECv06HT65FQnWgulUof2VjcuUtXImfNe/gKptp45Aiffvopx44dM/yuuLgYc3Pz+y5k69at4+LFixw6dIjly5fzww8/sHHjxnqzRaRhUKlUnD9/nqSkJGQyGWFhYUyYMOGRXa67dOmCk5MTZ8+epV+/2huy5uTksGvXLtzd3Vm4cGGdSv0/+ugjXn/9dTZu3CgOmmwF1KugqarKQ6m8jHfXV0zeNqNchRTo+oimeoIgUFKpxs6y6e4smyuTJ0/GycmJcePGcePGDd5/3/j5WY9DzViDAQMG0L1790Y5pqnY2dmJ3pr/IZGATC5DJsjQC3p0Oj1anRaZVIZUJm1wV/uFCxd49tln2bdv3z3N80pLSx9amRYYGEhgYCB/+MMf8PLyEgVNM+bWrVucOXOGtLQ0unXrxrhx4+jUqZPR36thw4axZcsWQkJCHip+6sMrA/Dyyy/zySefsGfPHiIjI+u0D5HmRb0KmsLC6jwOR8cIk7fNqFDhaWmO+SPcyZUaHRqdgL2V6KF5EJGRkRw9epSoqChu3LjBF1980aDHEwSBXbt24ezszIABppXoNzZtxVtTF0+KVqulvLycyspKzMzMsLKywsLCot7FTU5ODjExMWzevBkfH597lk2bNu2+6ddKpZKkpCRDIvD58+fFku5miEqlIjU1lXPnzlFaWkqfPn147rnn6tQ6wdXVla5du/Lzzz8zdOjQ+5bXh1cGqievHzhwgMTExEatxhRpWOpZ0PyEucIFa+ueJm+bWV5Va0JwcYUGAHsx5PRQevXqRVJSEuHh4QwbNoxDhw41WM5BYmIixcXFzJo1q8Uk0YnemvuRy+XY2dlhY2ODSqWivLyc4uJiLC0tsbS0NKpZX2xsLAkJCRQUFODh4cGbb77JnDlziI+PB2DBggUsW7aMwsJCFi1aZDhuUlISVVVV5OTk4Onpec8+BUHgX//6F/Pnz8fS0pJ27doZvDNnzpxh4sSJFBUVsXv3bv72t78Zqv2GDBnC5cuXUSqVeHh48OmnnxIdHV2/H1obR6vVcuXKFS5cuMCvv/5K165dGTx4MN27d3/s801kZCRr166lT58+hoHIarWaI0eOPLZXRq/XExUVRWZmJklJSa16wG1bRGJin4qHrqzXazia2AcX59H4+v7TJCM0eoGuRy+woJMTr3s/PDs99WYpo1ckEj+9NyMDjJvF0VbJy8sjMjLScNGo7wTQy5cv8/333zN37twWW1FSWlrK3r17KSwsZNSoUXh7eze1SXUiLS2tzif4h6HT6aisrDT0sqkRN/U9wgKqe8qsW7eOTZs21fu+TaUhPsvWgiAI5OTkcOHCBdLS0nB2diYwMBA/P786zVd6FN9//z1SqZTo6GjS0tI4ePAgnTt3ZuTIkXX2yqhUKvr27YtOp+PIkSM4OzvXq80iDYpRd8z15qEpKTmHTqesU7gpu7IKjSAYVeEEYCt6aGrFxcWFU6dOMXr0aLp3786pU6fqbVRCfn4+u3fvZtq0aS1WzEB1M77Y2FjS09PZs2cP7u7uPPHEE+KkZ6qTha2trbG2tkaj0VBZWcmdO3cMvW4sLS2NrkSpDXd3d5YtW1Yv+xKpXwRBIC8vj0uXLnHx4kUUCgVBQUHMnz+/Qf9PwsPD+c9//sONGzeoqqpiwoQJ93nwTOHmzZsMGDCALl26sHfv3hZ93hJ5OPUmaAoLE5BI5HVqqHe5psKpVkGjBsBeTAo2ChsbGw4fPszcuXPx8/Nj586dhIeHP9Y+Kyoq2Lp1K9HR0Y81Z6U50aNHD7p27crx48dZs2YNAwYMYMCAAfV2wW7pmJmZYWZmho2NDWq1msrKSgoKCpBKpVhYWGBhYYGZmVmdw44VFRV06tSpnq0WqSs6nY7s7GzS09PJyMhAIpHg6+vL1KlTcXFxafDwck0HYZ1OR2lpKYsXL34sz+DRo0cZP34848aNY+3atU3arkCkYak/QXPnJ+zsQpHLTVe+qcpKZBLoYUTJNiAmBZuAQqFg48aNrFixglGjRvHOO+/Uuaxbp9Oxbds2fH19CQoKqmdLmxYzMzMiIiIIDg5m//79xMfHt+gwVEMgkUgwNzfH3NwcQRDQaDSoVCqKi4vR6/VYWFgYlhubR6HRaNBoNKJXrImprKwkMzOT9PR0srKycHJywsfHh2nTpuHk5NQoOXKCIJCamsrBgwfp0qULixcvZufOnZw+fZpBg0wbdFzDBx98wBtvvME///lPnn/++RaT6ydSN+pF0KhUt1AqL9PN+7U6bZ9aXom3pQUWskefBGtCTqKgMQ2JRMILL7xAQEAAEydO5PTp03WqgDpw4ABmZmZERUU1gJXNg/bt2xMbG0tGRgZ79+7F1dWV6Oho8YL7OyQSCQqFAoVCga2tLVqt9p6EYoVCgYWFBQqFArlc/tALSVFRERYWFmKzvEZGr9eTm5vL1atXyczM5NatW3h5edGjRw9GjRrV6MNdb9++zb59+ygvLycmJsZQzVbjVfHx8cHJycmkfcbGxvL999+ze/duhg0b1hBmizQz6kXQFN6pKde+v8zOGFKVKkJta0/0Kq7UYCaTYNlGp20/LlFRUZw7d47hw4cTEhLCiRMnjE6wu3TpEleuXGHevHlt4uLj4+NzTxgqLCyMgQMHPrIxWFtGLpcbcm70ej0qlQq1Wo1SqUQQBBQKBebm5vcJnNLSUkMli0jDUSNgsrOzuXbtGteuXcPW1pYuXbowcOBAvLy8GiThuzbKy8tJTEzk4sWLDBkyhL59+95zfrG3tycyMpJdu3YRFxdn1LlHqVQyePBgSktL+eWXX0QvaxuiXgRNQcGPmJu70a6dT+0r/45SrY7fVGr+4F77ZO5CZRWO7cxFt+Fj4O3tTXJyMk8//TRdu3blyJEjtVZ1FBUV8f333/PMM880i7EGjYVcLmfo0KEEBweTkJDAypUrGTRoEGFhYWJ+zSOQSqVYWVkZxLJWq0WtVlNVVWUQODXiRsyfaRh0Oh35+flkZ2eTnZ1NTk4O1tbWhhlY48aNa1IhqVarOXnyJKdOnSIgIICFCxc+1CsUGhpKamoqJ0+erDX0lJaWRmRkJMHBwRw9ehRbW9uGMF+kmfLYt9o6XSV37hzDqcPwOgmNNGUlAH7WtZf95ZdV4WQj3iE/Lra2tuzbt4+ZM2fSt29ftm/f/tB1dTod27dvZ8iQISYPfGst2NvbM2HCBGbMmEF2djarVq3i/PnzDT7BuiURFxeHs7MzAQEB9y2Ty+VYWVlx9OhRRowYQXR0NFFRUSQkJBgqqM6fP8+wYcPo2bMnfn5+XL169ZHHS09PJyIigpCQEHx9fQ2TuwsLC4mMjMTa2vq+uTyvv/46nTp1avRwSkOj0+nIzc3l3Llz7N27l3Xr1vHee+/x7bffUlhYSFBQEM899xzPPfccTz75JP7+/k0mZnQ6HadPn2blypUUFhYyd+5cRo8e/ci/iUQiYdy4cZw4cYLbt28/dL3t27fTt29fZs2axb59+0Qx0wZ57NvMO3eOo9er6OA0vE7bp/6vwsmvlgongNtlVbjath0PQUMilUp57733CA4OZtasWZw5c4b33nvvvvUOHTqEjY2NUbNVWjvOzs7ExsYaBnGeOHGCqKgofHx82rzXcNasWSxevJgZM2Y8dJ2oqCjGjRuHRCLhwoULTJo0iW+//RYXFxemTp3Kyy+/zJAhQwxJxgUFBYYKKzMzs/+bOwUsWbKEl156ifHjxwMYpjRbWFjw1ltvkZKSQkpKyj3HHzt2LIsXL262IzqMoaqqisLCQvLy8rh58ya3bt0iPz8fOzs73NzccHNzIyAgAFdX12YVHhUEgYsXL3LkyBE6dOjAM888Y1IbidpCT6+++ir/+c9/WLduHbGxsfVtvkgL4bEFTUHBYWQya9rb963T9qnKSuzlMtzMa4/f3i6rIrCjmJxZn0ybNg0fHx9GjRpFYmIihw4dMoQKMjIySE1NZf78+W3+gn03nTt3ZtasWWRmZnL48GGOHz9OVFRUm27LHx4eTnZ29iPXufsuvLy8HEEQsLCwID09Hb1ebxAnDg4O6HQ6QwWUSqVCqVSi1WqRyWTI5XKuX7+Og4MDKpUKuVxu8Ay1a9eOwYMHc+XKlfuO379///p7ww2ITqejqKiIwsLC+x4qlQoHBwdcXFyarXi5G0EQuHLlCocPH8bMzIzx48fXuZ/Mg0JPFRUVDB8+nMzMTI4ePUpoaGg9Wi/S0ngsQSMIOm4XHKaDYwRSad1q+1OVlfhZW9Z6wdTpBQqUYsipIejTpw+pqalMnTqVLl26sGPHDoKCgvjuu++YPHlynTtztmYkEgk+Pj5069aNixcvsnPnTjp06MCQIUPo3LlzU5vXbNmxYwd//vOfyc/P5z//+Q9WVlacOXMGe3t7YmJiuHr1KsOHD+fdd9819LipQRAEdDodWq2WxYsX8+STTxIWFsbQoUOZPHkyDg4OBi9OZWWlIZwllUqRyWTIZLImF+ZqtZqysjLKyspQKpX3PS8tLaWkpARbW1scHR1xdHTE1dUVf39/HB0dsbW1bfL3YAyCIJCVlUViYiIVFRVERUXRo0ePx7K9JvRUU/WUnp5OTEwMQUFBpKWl0aFDh3p8ByItkccSNCWl59FoCuscbtLqBVKVlUw3IiH4TrkavYAoaBoIJycnfvjhB/79738THR3NU089xbPPPitenGtBKpUSHByMv78/58+fZ8eOHdja2jJ48GC6devW6Bef4t1ZqG+W1+s+Fe7tsB9bP5UiEydOZOLEiRw9epRXX32VJ598Eq1WS2JiIufOnaNz585MmTKFjRs3MmfOnHu2lUgkyOVy5HI5CxcuZPz48ezfv59du3bxxRdfkJSUhFwuR6/XI5FI0Ov1VFZWotPp0Ov16HQ6JBIJgiBw+/ZtJBIJEokEqVRqeK5SqTh58uQ91Vh3P6D6Yn33Q6PRGJKe1Wq14XH365qEaL1ej42NDTY2NlhbWxt+uri4YGNjg62tLfb29i026Vyv15OWlsbx48fRarUMGjSIwMDAequMrAk9LV26lB07dvD3v/+dpUuXtonKS5Haeaz/moLbh5BIzOhQh3HdsZDNAAAgAElEQVQHAJkVKir1AsE2tXsAbpdVAeBkLQqahkIqlfLHP/6R8PBwZs6cSUpKCocPH8be3r6pTWv2yOVy+vTpQ+/evbl06RKHDh3ixx9/ZNCgQfj5+Ykn3N8xYMAArl+/jkqlwsPDg5CQEMOgwAkTJvDzzz/fJ2h+j7u7O3FxccTFxREQEEB6eroh5FDT5M/BwcGwviAIBrFjZ2dneH23OAEoKSlBrVaj0+nuWVaz7e8fcrncUJZuY2NzT4n63c+tra0xN2+dVZo6nY7k5GROnDiBpaUlQ4cObZDcsuLiYubNm4dSqeTHH3+kb9+6pTqItE4eS9DcLjhMe/t+deoODHChrLrCKcgYQaOsFjTOtqKgaWj69evHzz//zIwZM+jatStffvmlOK3YSKRSKYGBgQQEBJCZmcmxY8cMwiY4OLjB77zry5PSEFy5cgVvb28kEgnHjh1Do9Hg5OSEo6MjxcXF3L59GycnJ3788Uf69OkDwJ///Gf69u3LxIkT79nX/v37iYqKwszMjNzcXAoLC2sdxSGRSAxT1R/W/t7CwoKRI0fWw7ttG6jVas6ePcvPP/+Mk5MTY8aMoUuXLg0i2g4cOMC0adMYNGgQmzZtEm+0RO6jzmfXioqrVFRk4eExvc4HTy6roJ1MirdV7SIlv7S6GsrJWqxyagzs7e3ZtWsXq1evJiYmhpkzZ7J69eqmNqvFUJNj4+Pjw7Vr1zh27Bg//fQT/fv3JzQ0tNkmcdaV2NhYEhISKCgowMPDgzfffJM5c+YQHx8PwIIFC/jmm2/YtGkTZmZmSKVSPvroI4PIWL58OVFRUQiCQGhoKHPnzgWqq5fGjRt33/EOHjzICy+8YMixef/99w1VM56enpSWlqJWq9m5cycHDx7Ez8+PV199lS+++IKKigo8PDx49tln+fvf/944H1Aro6KigtOnT3PmzBk8PT2ZMmVKg7Z1WLhwIZs2beL9999n4cKFrdLLJfL4SGrcrEZiWPnatTVcyfoXgwYmYmFRty/ymLMZyCUSdvauvYxydcIV/rU/ndRl0VgpWmZ8uaWSnJzM2LFjsbGx4ciRIzg7Oze1SS2S3Nxcjh07RlZWFgEBAYSFhdXLZ5mWllZrc8TmRnp6OtbW1rV6VaKjozlw4EAjWdUyP8vG5MaNG5w5c4bLly/j6+vLoEGDGjQZNz8/n8jISMrKyti9ezfBwcENdiyRZo1RCrbOgf38/P3Y2gbXWcxo9QKXlJVGhZugOofG2lwuipkmIDg4mNTUVAIDA/Hx8WHDhg1NbVKLxNXVlaeeeoqFCxfSrl07Nm/ezMaNG0lJSUGn0zW1eY2KSqXCxqb2UHVjihmRB6PRaDh37hxr165l+/btODk58fzzzzN+/PgGFTMbNmzAx8eHoKAgUlNTRTEjUit1UgeVlTcoLbtQ52GU8H8JwUE2tXcIBrFLcFNjbW3N1q1b2bp1K/Pnz+fTTz9lz549Yhy7Dtja2hIREcGQIUNIT0/nzJkzHDhwgF69ehEaGtrqB2FqNBq0Wm2r69jb2igsLCQpKYnk5GQ8PDyIiIjA29u7wRPci4uLGTNmDBcvXuSTTz5hypQpDXo8kdZDnb6Z+bf3AeDsXPfkueSyCgCjKpwAbhRV4m4v5s80NVOnTiUjIwN7e3u8vLxEb81jIJPJ8PPzY+bMmcyYMYOqqirWrFnDV199RVZWFiaGg1sMZWVlKBQKsfKrGaLX67l8+TJbtmxh/fr1yGQy5s6dy7Rp0+jevXuD/802bNiAl5cX7du3JzMzUxQzIiZRJw9Nfv5+bGz8sbSse4+S5LJKoxOCAW4WVxLRw7Tx8SINg4uLC7t37+arr74SvTX1hJOTE6NGjSIqKoqLFy/yww8/oFKpCAwMJCgoCCen1vPdr6ioaHVJ0S0ZQRDIzc3lwoULpKSkYG9vT1hYGFOnTm20fji/98pMnjxZTPwVMRmTv60q1U1KS8/h3fWVxzrwudIKgmwskRrxpa3S6sgvq6KjvdixtrkgkUiYOnUqkZGRzJkzBy8vLz744ANmz57d1Ka1aBQKBaGhofTu3Zu8vDwuXLjA5s2badeuHYGBgQQGBhqVe9KcUalUbWpqe3OlqKiIixcvcvHiRbRaLUFBQcycObPRO+5u2LCBpUuXMnjwYDIzM8WiA5E6Y7Kgyb9dnaT3OOGmSp2eFGUFCzsZ98W9VVxdsi2GnJofNd4aMbemfpFIJLi6uuLq6srw4cO5du0aFy5cYPXq1bi7uxMYGIivr2+L9HRUVVWJk5CbiIqKClJTU7lw4QKFhYX4+fkxbtw4PDw8Gr+rteiVEalnTA6I5ufvw9q6J1ZWXnU+6MWyCrQChNoaN8L+ZnF1A76O7Y1LIBZpXCQSCbGxsWRmZmJnZyfm1tQzUqkULy8vxo8fz9KlS+nduzeXL1/mww8/ZPv27Wg0GvR6fZPaGBcXh7Ozs2FI5INISEjAzs6OmJgYhg8fzrJlywD47bffiIyMxM/PD39/fz7++ONaj5eXl8eYMWMIDg7Gz8+P0aNHG5aNHDkSe3t7xowZc882q1atMoyjKCgoqOM7bXmoVCouXrzI1q1bWbFiBdnZ2QwePJilS5fy5JNP0qlTp0YXEjW5Mvb29mRkZDBlyhRRzIg8NiZ5aFRVuZSUnKWr14uPddCk0uqE4FA740JI1/8naDzEkFOzxsXFhT179rB161YWLFjAihUr+Pbbb/Hyqrv4FbkXMzMz/P398ff3N9xtV1VVkZeXh0KhMAx0rOmI21jMmjWLxYsXM2PGjEeuN3jwYJYtW0avXr0MCaZyuZx///vf9O7dm7KyMkJDQxkxYgR+fn4P3c9f//pXRowYwQsvvADAhQsXDMv++Mc/UlFRwZo1a+7ZZtCgQYwZM4aIiIg6vsuWQ1FREenp6WRkZHDjxg08PT3x9fVl4sSJTerVu3r1KjExMfz666+iV0ak3jFJ0NzO3w+As/Ooxzro2dJyOlsocFKYGbX+jaJKJBJwtRNDTs2dGm9NdHQ0r776KgEBAUyZMoVPPvmkxQ7ca65YWVnRp08f0tLScHFxoaqqCpVKRVlZGTKZzDDPyMzMrMEvGuHh4WRnZ9e6nk6nM0zErsHNzQ03NzcAbGxs8PX15caNG48UNLdu3eKJJ54wvA4KCjI8j4qKIiEh4b5tevXqZcQ7aZkIgsCNGzdIT08nPT2diooKfHx86NevH127dsXMzLhzbUOh1WqZO3cuX3/9NdOmTePw4cP3zNkSEakPTLrC5Obtwdq6J+3adavzAQVB4GxJBQPbG9+D4mZxJc425ijkYplnS8HBwYF169axcOFCZs+ejbu7Ox988AHTp9d9VIbIw5FKpVhaWmJpaYkgCKjValQqFUVFRQCYm5tjYWHR5OXSp0+fZsqUKXTt2pXly5fj7+9/z/Ls7GzOnTtHv379Hrmf5557jilTprBq1SqGDx9u+I61JSorK8nOziYzM5OMjAysrKzo0aMH48aNo2PHjs3G87FlyxaWLl2Ku7s7iYmJ9O7du6lNEmmlmCRoSkvP4e396mMd8GaVhly1ht62xoePbhRX0tFezJ9piYSGhnL+/Hk2bNjAc889x/Lly/nmm2/w9m6+QxRbMvv27SM3N/ee39VMiq6ZLC2RSJBKpYafteHq6sqoUY/nlQXo3bs3x44dQ6FQkJGRwYQJE8jMzDQsVyqVTJo0iY8++qjWpOHo6Gh+/fVX9u/fz759++jVqxcpKSmtqrz991RWVpKTk0N2djbZ2dncuXOHTp060a1bNwYPHtzsPB6ZmZk89dRTZGdn8+GHHzJr1iyx95BIg2JyDMDFeUztKz2CpNJyAPoYmRAM1YImyEOsmmmpSKVS5syZQ0xMDH/6058ICgpi0qRJrF+/XgxDNQI1AyBr8mpqBI5Op0Or1ZoscOqKra0tcrkcCwsLRo8ezaJFiygoKKBDhw5oNBomTZrEM888Q0xMjFH7c3BwYNq0aUybNo0xY8Zw9OhRJk2a1GD2NzYqlYqcnByuXr3KtWvXKCwsxMPDA09PT0aPHo27u3uj50oZg1arJS4ujm+++Ybp06eTkJBA+/btm9oskTaASVcTO7tQLC0fPUyuNs6WVGAhleBn5NRsvV7gVrGKUQGih6al0759e9asWcOCBQuIi4vDzc2N5cuXM3PmzKY2rdVgqidFr9ej0WioqqpCrVaj0WiQy+UoFArMzMwwMzOrN9GZm5tLVVUVjo6OnD59Gr1ej6OjI4IgMGfOHHx9fVm6dOk926xatQqAxYsX3/P7H3/8kf79+2NlZUVZWRlZWVl07lz3Rp9NjV6v5/bt29y8eZNbt25x/fp1CgsL6dixI56enowcOZKOHTs2SwFzN5999hmvvPIKHh4eHD9+nJCQkKY2SaQNYdKZytVl3GMf8FSJkhAbKxRG3gnmlalQ6/R4iCXbrYZevXpx9uxZPvvsM1544QXee+891q5dy6BBg5ratDaHVCrF3NzcUPlSI3A0Go0hwViv1xvEzd0i5+4cjdjYWBISEigoKMDDw4M333yTOXPmEB8fD8CCBQvYvn07H374Ie3atcPKyoqtW7cikUg4duwYmzdvJjAw0HAB/Mc//sHo0aO5fPnyA78XZ8+eZfHixcjlcvR6Pc8++yxhYWEADBkyhMuXL6NUKvHw8ODTTz8lOjqaFStW8K9//Yvc3FyCgoIYPXo069ata+iP+D50Oh23b9/m1q1bBgGTn5+Pra0t7u7uuLm5ERAQgLu7e4vxYB4/fpy5c+dy8+ZNPvroI2bMmCGGl0QaHYkp82LU6gJBoah7F0mlVkePYxd5vrMLf+rqZtQ2J7IKmLb2FJ8/249B3Rq3g6VIw1NSUsJ7773Hxx9/jJ+fH1u2bKFHjx5NbVaLIi0tDV9f3wbb/90ip8aLc7fIkclkyOVy5HI5MpnsocmoGo2GCxcu0Lt3b6MTVseMGcO3336LQqGoz7f0UOrzs9Tr9RQXF1NYWEhhYSEFBQXk5uaSn5+PnZ2dobrL3d0dV1fXFtkkMS0tjRkzZpCamsoLL7zAa6+91uqHq4o0CUadMEyS/48jZqA6f0YnQD874/Nnsguqe9Z4djB+G5GWg52dHf/4xz9YsmQJf/3rX+nVqxeDBg1i8+bNuLq6NrV5ItzvxYF7RY5Wq0WlUqHT6dDr9fcInBqRI5fLqaysvM+zUxt79uxpiLdUbwiCQHl5OQUFBQbhcufOHQoKCiguLsbGxgZHR0ccHBxwcnIiMDCwxYqXu8nNzWX69OkcP36cGTNmsHv3bvH/VaTJaVR/5qnicqRAmAmC5mqBEnO5FDdbsQdNa8bV1ZVPPvmE1157jVdffRVvb2+efPJJ1q9fj7W18SX+Io3Dg0QOcE+ysVarpaqqyvBcpVIhlUopKChAKpUa+tHUJCzXPJdIJE1eciwIApWVlZSVlaFUKikrKzM8al7X/FQoFHTo0AFHR0ccHR3p1KkTjo6OtG/fvsn7v9Q3SqWSuLg49u7dy6hRo0hJSRErFkWaDY0qaE4WKwmwscRabnxi29WCCjwd2yGVNo+eCiINi7e3N9988w3nz5/nxRdfxN3dnenTp7NixYoWk0/QlpFKpUil0gdeyG/cuIGZmRk2NjYG4VMjfmq8OzqdDsAgamqqrx71+m5+L4R+H1KvKV2vedz9Wq/XU1payvvvv09VVZXBVmtra8NPBwcHunTpYvidjY1NqxMtD0Kr1bJkyRK2bNlCaGiomPAr0ixptCtElV7PubIKZrmbFrbKLizH20kMN7U1QkJCSEhIICEhgSVLluDi4sKSJUt44403xGTDFopGo0GhUNQabvm9yHiYABEEAY1Gc9/2NSLmQV6eu8vTfy+QpFIpt2/fZuHChVhYWIgCmuq/xVtvvcXHH39Mp06d2L17N0OHDm1qs0REHkij/ceeL62gSi/Qz954caLTC+QUVhDlK46Tb6tERESQnJzMrl27WLp0KatWrWLGjBn885//bLREUZH6QaPRYGFRe+i4KQWrVCoVQ5yAWq3mT3/6E5s2bcLW1pb169czfvz4Jg8Fiog8ikY7c5wqqW6o19fOtJEHap2ermJCcJtGIpEwYcIErly5wrp16/jhhx9wdnZm9uzZKJXKpjZPxEi0Wq0oQps5SqWSWbNm4ezszKFDh1i/fj1XrlxhwoQJopgRafY0mqA5Wayku5U5HRTGO4WuFlSLIE9HUdCIVN89jx8/nuTkZHbs2MGVK1dwc3Nj4sSJ5OfnN7V5bZq4uDicnZ0JCAh46DparZbTp08TEhKCv7//PaGLDz/8EH9/fwICAoiNjUWlUj3yeOnp6URERBASEoKvry/z5s0DoLCwkMjISKytre9rxvf666/TqVMn0QPzAHJzc5kwYQJubm5kZWWxY8cOkpOTGTdunBjiFWkxNMo3Va3Xc6qknIH2pp1IagSNl+ihEbkLiURCZGQkiYmJHDlyBI1Gg6enJ1FRUWRlZTW1eW2SWbNmsX///keuU1RUxKuvvsp3333HpUuX2LZtG1CdLLxixQqSkpJISUlBp9OxdevWR+5ryZIlvPTSS5w/f560tDSef/55ACwsLHjrrbdYvnz5fduMHTuW06dP1/Edtk6ysrKIioqia9eu6HQ6EhISSExMJDIyUvTIiLQ4GkXQnC+toEKnZ0h7G5O2u1pQTjuFDCeblt2zQaTh6NOnD3v27OGXX34xdFjt168fSUlJTW1amyI8PPyRwxEFQWDv3r1MnDjRMKLA2fn/cuO0Wi2VlZVotVoqKipqnZx969YtPDw8DK8DAwMBaNeuHYMHD35grk7//v1xczOuoWdrJykpiX79+hEQEICbmxvnzp1j9+7dhIaGNrVpIiJ1plEETWKREgkwsL1pHprswnK6OLYT7xREaqVnz55s2bKFjIwMwsLCGDJkCN27d2flypXo9fqmNq/No9Fo+O233ygpKSEiIoLQ0FA2bdoEQMeOHXnllVfo3Lkzbm5u2NnZ8cQTTzxyfy+99BLDhg1j1KhRfPjhhxQXFzfG22jR6PV6Vq5cSffu3RkyZAhhYWFkZGSI3blFWg2NUuV0rLiMAGtLHMxMO1xmnpI+nuKUVhHj6dSpE6tWreKdd97hs88+4/333+dvf/sbTzzxBMuXL7/nrr41kpHxFmXKtHrdp421Lz4+bzzWPqqqqtDr9Zw9e5bDhw9TWVnJgAED6N+/P05OTuzatYurV69ib2/P008/zZYtW5g+ffpD9zd79myio6PZv38/u3btYs2aNSQnJ7f4DrwNwfXr13nllVc4ePAg1tbWvPLKK8ycOVMcUSDS6mhwD02FTs/ZkgoGm+idKVNpuFFciY+LaWEqERGoHqmwZMkSrl27xjfffEN5eTndu3cnJCSEHTt2NLV5bY6qqipcXV2Jjo6mXbt2dOjQgfDwcJKTkzl06BBeXl44OTlhZmZGTEwMJ06cqHWf7u7uxMXFsWvXLuRyOSkpKY3wTloO33zzDSEhIXTv3p3y8nK++eYbrl27xpIlS0QxI9IqaXAPzekSJWpBMDl/JjO/uhy3hyhoRB6DmgTiyMhIbty4wZo1a4iLi2PRokU8/fTT/OMf/2hVVS+P60lpKDQaDSNGjOCDDz5Aq9WiVqs5deoUL730EuXl5fz8889UVFRgaWnJ4cOH6dOnDwB//vOf6du3LxMnTrxnf/v37ycqKgozMzNyc3MpLCykY8eOTfHWmhVKpZK//OUvbNu2jaqqKhYvXsz8+fPFz0akTdDgHppjRUrkEtMGUgJk5JYBiB4akXqjY8eOLFu2jPz8fFauXMnp06dxcXFhyJAhHDhwoKnNa9HExsYyYMAA0tPT8fDw4NNPPwUgPj6e+Ph4dDod3bt3Z+TIkQQFBdG3b1+effZZQxL3U089Re/evQkMDESv1xvKsC9evPjAoYcHDx4kICCA4OBgoqOjef/99w3reXp6snTpUjZu3IiHhwepqakAvPrqq3h4eFBRUYGHhwd///vfG+fDaQQOHDjAkCFDcHFx4cyZM6xatYq8vDyWLVsmihmRNoPk97NOasGklQGik9KxkErZ1bu7Sdu9ufsSW0//xqU3o8U5TiINRlpaGqtXr2bTpk1YWFgwePBgli1bhr+/f1ObZjRpaWn4+vo2tRmP5Nq1a2i1WpMHGUZHRzeq2GwJn2UNKSkp/O1vfyMxMZGqqipmzJjBokWLWoz9IiImYJQIaFAPTbFGy8WySgaZmD8DkJFXho+LtShmRBoUX19fVq5cSWFhIZs2bUImk9GnTx+6dOnCokWLxIZ99YROp6tTgzbRc3Yv+fn5LFq0iM6dOxMWFoZMJmPz5s0UFhaycuVKUcyItGkaVNAcLVKiByIdbE3eNiNPKYabRBoNuVxOdHQ0X3/9NQUFBfzzn/8kNTWVzp0707NnT955551au9eKPBy9Xo9MJmtqM1okKpWKt99+m549e9K5c2dSU1N59913KSgo4OuvvyY6OlocpCkiQgMLmiN3SrGTy+hlY2XSdnfK1dwuq6KHqyhoRBqfdu3aMW3aNBISEsjJyWHRokV88cUXODo6EhYWxn//+1/UanVTm9miEAWNaajVav773/8SFhaGo6MjX375JYsWLSInJ4eEhASmTZtGu3ZiB3URkbtpMEEjCAJHCssIb2+D3MSwUUaemBAs0jxwdnZmyZIlXLp0iXPnzjFq1CiWL1+Ovb09/v7+vPbaa+Tm5ja1mc2euoac2hK5ubm89tpr+Pv7Y29vz/Llyxk1ahTnz5/n0qVLLFmy5J7uyiIiIvfSYGeYy+UqctUaIh1NFyU1gkb00Ig0J3x8fFi2bBlZWVmkpqYyf/58EhMT6dKlC56enjzzzDPiyIWHIAiCGBZ5AElJSUybNg1PT0+6dOlCYmIi8+fPJzU1laysLJYtW0b37qYVVIiItFUaTND8eKdalESY2H8GID23DDtLM5zFGU4izRRPT0+WLFnCiRMnyM/P57333qOqqoqhQ4fi7OxMVFQUX331lTh24X+IIadq9Ho9X331FVFRUTg7OzN06FDUajX/+te/yM/P58SJEyxZsgRPT8+mNlVEpMXRYILmSGEpPdtZ4G6hMHnb9NzqCidxhpNIS8DOzo4pU6awfft2iouL+frrr/H39+fFF1/Ezs4OPz8/4uLiOHbsWFOb2mDExcXh7OxMQEDAA5fr9XqUSiVjx44lODgYf39/NmzYcM86paWleHh4sHjx4lqP9/PPP9OvXz9CQkLw9fU19JS5fPkyAwYMwNzc/L6J27XZ2FAcPXqUuLg4/Pz8sLOz48UXX8Tf35+vv/6a4uJitm/fzuTJk8XuvSIij0mDCJpyrY7TJeVEOpjundHpBS7dLMXfXfznFml5mJmZERERwYoVK7h58yZnz57lhRdeoKioiCeffBJbW1v8/PyYO3cux48fb2pz641Zs2axf//+hy7X6/V8+umn+Pn5kZycTEJCAi+//PI9ydVvvPEG4eHhRh1v5syZfPLJJ5w/f56UlBQmT54MgIODAytWrOCVV14x2cb64vjx48ydOxc/Pz9sbW0ZO3YsRUVFvPDCC5w9e5abN2+yYsUKIiIiMDMza3B7RETaCg0S1D5eXD3uYFgdyrWvFiip1OgI7CgKGpGWjUQiwcfHBx8fH+bPn48gCKSnp3PkyBH27dvH6NGjgeqBmgMHDmTOnDn069evia2uG+Hh4WRnZz90uV6vRy6XU1ZWhiAIKJVKHBwcDHk1Z8+eJS8vj5EjRxqVh5Sfn4+bmxsAMpkMPz8/oDqJ29nZmb1795psY105efIkGzZs4MSJE+Tk5CCRSBg6dChLliwhIiKCHj16iN5mEZFGoEEEzeHCUiylUvram15WePFGCQABoqARaWVIJBJ69uxJz549WbhwIYIgkJaWRkJCAt9//z3Dhw9HIpHg7OyMt7c34eHhPPXUU/To0aOpTX9sBEHgueeeY9KkSbi7u1NWVsZXX32FVCpFr9fz8ssvs2XLFg4dOmTU/l566SV69OhBREQEI0eOZObMmVhYWDTwu4D09HS2b9/O0aNHycrKMjReHDp0KIsWLSIiIgJfX19RwIiINAH1LmgEQeBQYSkRDjaY16FMM+VGKRZmUrydxB4LIq0biUSCn58ffn5+LFq0CEEQuHLlCmfPnuXnn39m586dvP3225iZmRktct7IvE6KsrJe7QywtuSt7h6PvZ8ffviBkJAQfvzxR7KyshgxYgRDhgxh06ZNjB49Gg8P44/x17/+lWeeeYaDBw/yxRdf8OWXX5KQkPDYNt5NjXhJSEjg6tWr5Ofno9FoCAgIYNCgQcyePZvQ0FC6desmChgRkWZAvQuaS8pKblRpeNnL9HATVHtofN1skcvEnhUibQuJREL37t3p3r07U6dOBapDNVlZWQ8VOZ06deLtt9+msLAQG5vm3ebgs88+489//jMSiYRu3brh5eXF5cuXOXnyJImJiaxevRqlUolarcba2pp33333kfvz9vZm4cKFzJ07FycnJwoLC3F0dDTZLrVaTVlZGeXl5eTl5TF27Nj7xMucOXMIDQ3F29tb7KcjItJMqXdBc7CwFAkwwtF0QaPXC6TeLCWmtzgdVkQEQCqVPlLkXLhwAa1Wy82bN1Gr1UyUSHhKJkMul6NQKLCyssLa2hpra+smLZsWBIHOnTtz+PBhhgwZQl5eHunp6XTt2pXPP//csN7GjRtJSkoyiJkZM2awePFi+vbte8/+9u7dy+jRo5FIJGRmZiKTybC3t3/o8XU6HUqlktzcXNRqNZcuXUKr1aLT6RAEAYVCgYWFBQqFgrffflsULyIiLZD6FzQFpfSytcJJYXr2fnZhOcoqLQFihZOIyEP5vcipmRAtCAIajQaVSmV4lJWVUVBQgEajQSaTIZPJkEqlyGQyzMzMMDc3x9zcHEtLSywtLevc/C42NlxMO3cAAAg4SURBVJaEhAQKCgrw8PDgzTffZM6cOcTHxwPQp08f/t//+3/ExcURGBiIIAi89957dOjQ4ZH7vXDhAu7u7vf9fvPmzbz00ktYWVkhk8lYu3YthYWF/Pbbbzz55JMolUqkUinvv/8+27dvx9LSkjfeeIOkpCSKi4sZMWIEf/nLX5g3bx5mZmaGkJFWq2XgwIF1+gxERESaFokgCKas/8iV86o0BJ+4xJ+8XHnR09VkY3adv8ELW8/z/ZIh+LnXLWQlItLWqBE0j0Kv11NVVYVarUaj0aDRaFCr1VRVVRlea7VaJBKJQfTUCJ+a39U85HK54aeZmRlyudzw/GEejaSkJEJDQx+Ya6LX6w3H12q1hufFxcW8/PLLrFy5Ep1OZ/Cm6HQ69Ho9er3e8Lua49eINIVCYXitUCgwNzc3yttizGcpIiLS6BiVpFavHppDhaUAPNGhbh6WSzdLUcildHexrk+zRETaPFKp1OCFeRg1YuFuwVMTlql51HiAakTF3eKi5uboQaJFJpPxyy+/PPCYNdvcLaJqfn788cdIJBLMzc3vEVR3C5Ya0SUiItK2qVdBc7CwhI7mZvi2q1v55MXrJfi62mAmJgSLiDQ6EonE4G15lPB5GIIg3DPqoUas3O0FrhEedwsQqVQqChIREZHHpt4ETaVOz9E7ZUx1c6zTyUkQBFJuljA2+P54uYiISPOnJjQlIiIi0hTUmyvkaFEZlXqB6A51y335taCcMpWWYA8xIVhERERERETENOpN0Oy9XYydXMZA+7rlv5y9VgRA787t68skERERERERkTZCvQgajV7gYEEpIxxtUdSxb8O5nCJsLeR4O4kJwSIiIiIiIiKmUS+C5kSxkmKtjjFOD29sVRu/XCumV+f2SKVicqCISEvit99+IzIyEj8/P/z9/fn4448fuJ4gCCxZsoRu3boRFBT0wKqn37N+/XoCAwMJCgoiICCAXbt2AbBt2zb8/f2RSqX3DLMsLCwkMjISa2trFi9eXD9vUEREpEVQL0nBe28XYyWTMtShbq3XS1UaMvLLGB3oVh/miIiINCJyuZx///vf9O7dm7KyMkJDQxkxYoRhAnYN+/btIzMzk8zMTE6dOsXChQs5derUQ/d7/fp13nnnHX755Rfs7OxQKpXcvn0bgICAAL799lvmz59/zzYWFha89dZb/7+9+4lp+ozjOP75gZgKLUQUkQGBOrLZLYTKEmAJy5JtLhswlsmWmJiYGHbgAomGHTwscxfPHjx44+DFxBggMAYs3OYicQpLmHhY0ECp0FIoFf+MAr8dCF0M6Ozvh4Mfvl+3hicPT3toP3l+3+f5amRkRCMjI5v/ZgFsW7Z3aJZNUz/PzOvj7EztsXjceng8KtOUyous7/AA2Bp5eXkqLy+XJHk8Hvl8Pk1OTq4b19nZqZMnT8owDFVVVSkajerBgwfPnTcUCsnj8cjtXn0M7Xa75fV6JUk+n2/DBp0ZGRmqrq7+XzpvA9hebAea3+cfKby4pNoc66eTbo/PyTAkfyGBBnCy+/fva2hoSJWVlev+Njk5qcLCwsTrgoKCDYPPmrKyMuXm5srr9erUqVPq6up6JWsGsDPYfuTUE57XbsPQJxaaUa65PR7V27keeVzJ938C8K8fu/7UnWBsU+d8541M/fDFu/85bmFhQQ0NDbpw4YIyM+23LklNTVVvb69u3rypgYEBnT59Wrdu3dK5c+dszw1g57G1Q2Oapn6aierDbI/cu6xdqLWyYmpofE5HOK4NOFY8HldDQ4NOnDihY8eObTgmPz9fExMTideBQED5+fkvnNcwDFVUVOjs2bO6cuWKrl27tqnrBrBz2NqhGYo9VuBpXN8VWy/m/Su8oIdPl/ReEYEGsOtldlI2m2maamxslM/n05kzZ547rr6+XhcvXtTx48c1ODiorKws5eWtfnccPnxYd+/efWZ8MBjU1NRUoj5neHhYRUVFr+6NAHA0W4GmIxTVbsPQ53bqZxIX6lE/AzjR9evXdfnyZZWWlsrv90uSzp8/r5qaGl26dEmS1NTUpJqaGvX09KikpETp6elqa2uTJM3MzDzT72lNPB5Xa2urgsGgXC6XcnJyEvO1t7erublZ4XBYtbW18vv96uvrkyQVFxcrFotpcXFRHR0d6u/vX3fiCsDOY2z0RfICicErpqny3+7oSGa62kq9lhfQevUPDYxO6/b3R2lQB1gwOjoqn8+31cuwrLu7W2NjY2ppadnqpTj+swR2qJcKB5Z3aAbnH2lqMa4vD9jbWRm8F1GFN5swA7ym6urqtnoJAHYAy0XBHdNz2pOSoqMWm1FKUmDusSZmn6jq0D7LcwAAAFgKNEsrprrCUX26P1MZqdZON0nSjbFZSdL7bxJoAACAdZYCza/Rh5qNL9t+3HRjLKK96Wl664C1lgkAViVZC4cN8BkCzmYp0HSGonKnpuijbHuXZ90Yi6jSu4+GlIANLpdLkUiEH2QbTNNUJBKhZQLgYEkXBf+9sqKe8Lw+258ll8XeTZI0MftYgbkn+rba+gkpAKstBAKBQKJxI6xxuVwqKCjY6mUAsCjpQPPLTEzzS8v6+qC9i/AG763Wz1RRPwPYkpaWlmjaCACvq6S3WK5Ozyp39y59sNde3Qv1MwAAYLMkFWgii0saiMT0Ve5epdq8N4b6GQAAsFmSCjSdoTktmdI3B7Nt/dO1+pmqQ/bmAQAAkJJvfQAAALDtWD+mBAAAsE0QaAAAgOMRaAAAgOMRaAAAgOMRaAAAgOMRaAAAgOMRaAAAgOMRaAAAgOMRaAAAgOMRaAAAgOP9A/2tGj8NeLhBAAAAAElFTkSuQmCC\n",
|
|
"text/plain": [
|
|
"<Figure size 720x720 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"# input stability\n",
|
|
"for i, f in enumerate(bjt.f):\n",
|
|
" if i % 100 != 0:\n",
|
|
" continue\n",
|
|
" n = net.Network(name=str(f/1.e+9), s=calc_circle(cs[i][0, 0], rs[i][0, 0]))\n",
|
|
" n.plot_s_smith()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 134,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"(array([[-0.56992216+0.82169869j]]), array([[0.90081035+0.43421275j]]))"
|
|
]
|
|
},
|
|
"execution_count": 134,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"# let's see what simultaneous conjugate matching gets us\n",
|
|
"b1 = 1 + sqabs(bjt.s11.s) - sqabs(bjt.s22.s) - sqabs(delta)\n",
|
|
"b2 = 1 + sqabs(bjt.s22.s) - sqabs(bjt.s11.s) - sqabs(delta)\n",
|
|
"c1 = bjt.s11.s - delta * np.conj(bjt.s22.s)\n",
|
|
"c2 = bjt.s22.s - delta * np.conj(bjt.s11.s)\n",
|
|
"\n",
|
|
"gamma_ms = (b1 - np.sqrt(np.square(b1) - 4 * sqabs(c1) + 0.j))/(2*c1)\n",
|
|
"gamma_ml = (b2 - np.sqrt(np.square(b2) - 4 * sqabs(c2) + 0.j))/(2*c2)\n",
|
|
"\n",
|
|
"gamma_ms[idx_900mhz], gamma_ml[idx_900mhz]"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 135,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 720x720 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"plot_smith(gamma_ms)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 136,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 720x720 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"plot_smith(gamma_ml)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 137,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"21.769786511748308"
|
|
]
|
|
},
|
|
"execution_count": 137,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"# so not very useful, because the transistor isn't unconditionally stable\n",
|
|
"# time to draw the circles of constant gain and try to find a useful point\n",
|
|
"\n",
|
|
"K = (1 - sqabs(bjt.s11.s) - sqabs(bjt.s22.s) - sqabs(delta))/(2*np.absolute((bjt.s12.s)*(bjt.s21.s)))\n",
|
|
"G_msg = np.absolute(bjt.s21.s)/np.absolute(bjt.s12.s)\n",
|
|
"10*np.log10(G_msg[idx_900mhz, 0, 0])"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 215,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
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"text/plain": [
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"<Figure size 720x720 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"# let's draw a bunch of curves I guess\n",
|
|
"\n",
|
|
"for G_p in [1, 2, 5, 10, 10**(17/10)]:\n",
|
|
" g_p = G_p/sqabs(bjt.s21.s)\n",
|
|
" r_p = (1 - 2*K*np.absolute(bjt.s12.s*bjt.s21.s)*g_p + sqabs(bjt.s12.s*bjt.s21.s)*(g_p**2))**(0.5)/np.absolute(1 + g_p * (sqabs(bjt.s22.s) - sqabs(delta)))\n",
|
|
" c_p = (g_p * np.conj(c2))/(1 + g_p*(sqabs(bjt.s22.s) - sqabs(delta)))\n",
|
|
" r, c = r_p[idx_900mhz, 0, 0], c_p[idx_900mhz, 0, 0]\n",
|
|
" #print(g_p, r, c)\n",
|
|
" points = calc_circle(c, r)\n",
|
|
" n = net.Network(name = 'G_p = {}'.format(G_p), s=points)\n",
|
|
" n.plot_s_smith()\n",
|
|
" \n",
|
|
"cl_points_net = net.Network(name='stability circle', s=cl_points)\n",
|
|
"cl_points_net.plot_s_smith()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 216,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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TcYX6IUkSf8bn8M2JG4TfkuNiacCrQz142scBTTHGRrg3EWiExiWeCw1LkiSCb+TyeVAs0RmFtLcz5s1hnjzRvp6CzF8pquDYUrjwPTj1qRlXY2xbv20ILZokSZyKy+bzoDhis4roYG/CW8M8GehpLWZFCX8nAo3QuMRzoeFcS5XzyZEYLiTm08aiFa8P9eTpzg4NP2skYjf8/gq0MqvZB6pNj/veVKlUUl5ejkKhQKlU3nXR1NS866KlpYW+vn6dJQ2ElkWplDgQkcGXf8RzK7+UHi4WLAnogI+jmapLE9RHyw40X3/9NbNnz67druB+XFxcCAsLw8rKqs7/r1mzBgMDA6ZMmVJnE8qZM2fy2muv4eXlxccff8y777772LX+ta0HZWRkRHFx8SO1d/DgQd5//32USiVVVVUsXLiQOXPmEBwczKJFi4iIiGDXrl2MHz++9j7Dhw/nwoUL+Pv711m88K/U9bnQlMkKy/ksKJa94elYGenyyhPuTOjh1CCDKSVJIj8/n4yMDDIzM8nIyCAnJweDokSek37HTLOE9Wnu/JJoSGFhEcXFxRQVFVFaWkpZWRmVlZVoaWmhqamJhoZGnYuuri4VFRW17dy5KJVKFAoFurq6tGrVCgMDg9pNWE1MTDA1NcXExAQzMzPMzMwwNjbG2toaBwcH7O3tcXBwwMJCLLvfHFQplOwKTWXV8XhyiysZ69uat4a1x8707q1jhBanZQea+wWVR7ndXwPNXz1OqHgQ1dXVaGvfe7rto7ZdVVWFs7Mzly5dwtHRkYqKCpKTk/H09CQ5OZnCwkJWrFjBqFGj6vy8J06coLS0lLVr14pA0wjKqxRsOJPI96dvUq2QmOHvysuD2mH8iMvKV1RUkJiYSEpKSm1guXXrFikpKaSlpSGTySgoKEBbWxtDQ8PaYGFsbEyrVq2wM9PnHfcEuhjmcFnpRYjpGMys7bG2tsbW1hYbGxtsbGzQ1dW9Z/saGhpUV1fX2XH+jsrKSrKzs8nOzkYmk5GTk0Nubi4FBQXk5+cjl8spLCykqKiIsrIyioqKaoNUSUkJ1dXVmJubY2tri6OjI87Ozjg5OdUGHmdnZ9q2bVu7xYmg3orKq1h96iabziahpanBSwPbMatfW1rp3v3cEVqMBwo0TX4FrZKSEp599lnS0tJQKBS8//77yGQyMjIyGDRoEFZWVpw6dYqXXnqJ0NBQysrKGD9+PMuXL689xueff86RI0do1aoVP/74I25ubixbtgwjIyPeeOONOu0NHDiQFStWsGfPHsrKyujSpQsdO3akXbt2WFhYsGjRIgDee+89bGxsWLhwYZ37b9u2jRUrVqChoYGPjw/bt2+v09bAgQPp0qULZ8+eZcKECbzwwgvMnTuXxMREAH744Qf69OlT55hffPEFv/zyCxUVFQQGBtb52f6uqKiI6upqLC0tgZp9rDw9PYGacAfcs/t/8ODB990LS6g/kiRxJCqLjw7FkC4vY3hHO94d2QEny3/uaYSaUz5paWnEx8cTHx/P9evXiYiIID4+ntzc3NqAYmxsjJmZGfb29nTs2JHAwEA6dOhAp06d7rvx6v8agD8/pdufn9HNSBdGbQczpwf6uTQ1NVEoFPcMNLq6ujg6OuLo6PhAx/q7/Px8oqKiiI6OJiEhgZSUFKKiopDL5bXhp6ioCCsrKzw8PPDx8cHLywsPDw88PDxwdHQUp7zUiLG+Du+MaM/EHk58GhTDV8fi2XXpFksCvBjRyU70xgn3Vb+B5sg7kBVZr4fEzhtGfHrfbwcFBeHg4MChQ4eAml2rTU1N+eqrrzh16lRtz8tHH32EhYUFCoWCwYMHExERgY+PDwCmpqZERkaybds2Fi1adN8eiL/69NNP+e6777h69SoAycnJjB07lkWLFqFUKtm1axeXLl2qc5/o6Gj++9//cu7cOaysrO67J1RlZSVhYWFAzQ7eAwYMYN++fSgUirt6Zf744w9u3LjBpUuXkCSJUaNGERwcTP/+/e95bAsLC0aNGoWzszODBw8mICCACRMmiBd0NZCSV8LS36L5Mz6HDvYmrHimM73bWd51O6VSSUJCApcvXyYiIoKIiAhiY2NJTU1FV1cXMzMzLC0tcXJyYsCAASxevJgBAwb86+nXf6WpCYPeBYeuNbt2rx0A4zaA2+B/vauGhgYKheLx2r8PCwsL+vfvf9/nPNSsJn7mzBnOnTvH1atXOXPmDHl5ecjlciorK2nTpg3t27fHx8cHHx8funXrhpubm/i7UCEnSwO+n9SNi4l5LDtwnXk7wxngYc1/RnfE2fLBNwIWWo4m30Pj7e3N66+/zttvv01AQAD9+vW75+1++eUX1q1bR3V1NZmZmVy/fr020EyYMKH2+tVXX32kOlxcXLC0tOTKlSvIZDK6du1a2wtyx8mTJ3nmmWdqQ9b9Pg0/99xzde6zbds2oGY38Dv7VN3xxx9/8Mcff9C1a1eg5oX7xo0b//jivmHDBiIjIzl+/DgrVqzg2LFjbNmy5aF/ZqF+VFQrWPdnIt+dSkBHS5MPnvZici9ntLU064SXixcvcvbsWaKjo9HR0cHGxoY2bdrg7e3NxIkTGTRoEA4ODg1fsOcImHUKfpkMO8bBwMXQ/82awHMfDRloHoSRkREjRoxgxIgRd30vIyODU6dOcfHiRS5cuMDu3bvJzs6mqqqKjh074u/vT8+ePUXIUZGebS05ML8v286n8NWxeIauDOblgW7MGdAWfR1xGkr4f/UbaP6hJ6WheHh4EB4ezuHDh1myZAmDBw9m6dKldW6TlJTEihUrCA0NxdzcnGnTplFeXl77/b92YT5Od+bMmTPZsmULWVlZzJgx45GPY2j44J8+JEli8eLFzJkz56Ha8Pb2xtvbm8mTJ+Pq6ioCjYqcu5nLkv1RJOaU8JS3HS90bEVyzAXe2L3qrvDi5ubGuHHj2LlzZ+1pQpWxcoOZx+Hga3D6Y0i9CGPXg+HdPUqg+kDzTxwcHJg0aRKTJk2q8/9xcXHs3buX06dPc/DgQRFyVEhbS5MZ/q485WPPhwevs/J4PPuvpvPRmE70cfvncZJCy9Hk/wozMjIwMDDghRde4M033yQ8PBwAY2Pj2t21CwsLMTQ0xNTUFJlMxpEjR+oc4+eff6697t279wO3raOjQ1VVVe2/AwMDCQoKIjQ0lGHDht11+yeeeILdu3eTl5cHcN9TTn81ePBgfvjhBwAUCgW3b9+u8/1hw4axadOm2lNR6enpZGdn1943PT29zu2Li4vrjIW5evUqzs7OD/DTCvWpqLyKxXsjmLj+Inn5cpySDrBt7kCG9e/F0qVLiY2NZdy4cVy9epXCwkISEhIICgpi8eLFqg8zd+gaQuAaCFgJyWdg3QBIu3zPm2poaFBZWdnIBT4eT09PFi9ezNGjR0lISKCwsJCrV68ybtw4YmNjWbp0KX5+fpiamhIQEMDq1auJjo7mISdaCA/B1kSf7yb6sv3FHkiSxMQNF1m8N5LC8qp/v7PQ7DX5U06RkZG8+eabaGpqoqOjU/vmP3v2bIYPH46DgwOnTp2ia9eutG/fnjZt2tC3b986xygoKMDHxwc9PT1++umnB2579uzZ+Pj44Ovry86dO9HV1WXQoEGYmZndc/Bjx44dee+99xgwYABaWlp07dr1X3tGVq1axezZs9m4cSNaWlr88MMPdULXk08+SUxMTO3/GRkZsWPHDqysrEhISLjrtJYkSXz++efMmTOHVq1aYWhoWFtDaGgogYGBFBQUcODAAT744AOio6MB6NevH7GxsRQXF+Po6MjGjRvvGdqE+5MkidjYWDYePs9vGYZUahlQEXEYw4zzePXpxRfHj9OzZ09Vl/lwNDTAbwbYd4FfpsKmYTD8E+g+s+Z7/6Orq4tcLsfa2lqFxT6+OyHnrxvgXrx4kc2bN/PDDz/ULuPQv39/Ro4cycCBA2nfvr0YyFrP+rlbE7SoPyuPxbP+TCKn47L5ONCbQe1tVF2aoELNdtq2KiiVSnx9fdm9ezfu7u4qrSUqKopNmzbx1VdfNVqb4rlQlyRJxMfHc+rUKY4cOcKf5y7Rqs8L6HUYiGF1IW8NdGBqwABVl1l/SvNh31y4cRS8n4GAr0HPCAAbGxsOHDjQ9ALbIwgJCWHr1q2EhISQlpYG1MyOHDFiBIMGDcLDw0MEnHp0NVXOW3uuES8rZmzX1ix92gszg3svHyA0WS17HZrGdv36dQICAggMDOTLL79UdTkqIZ4LNev8nD17lr1797Jnzx6Ki4txcnLCo/8okm37UVgJcwe0ZcFgd/S0m+GARqUSzn4Fpz4CKw94djtYe+Dk5MS6desYPny4qitsdGfPnmXLli2cP3+eW7duYWRkxPjx4xk7diz+/v7o6Ih9sh5XRbWC1adu8v2pBCyNdFnxTGf6uTft3kChDhFohMbVUp8LcrmcoKAgdu/eTVBQEIaGhvj4+DB79myeHh3IimM32Hg2CTcbI1Y+2wVvR9N/P2hTl3ga9rwI1eUw6ls8xy1m+fLlPP/886quTKWUSiV79uxh3bp1REREUFJSwvDhw3n22WcZPnz4XbMYhYcTlX6bRT9fJSG7mBl9XXlruKeYCdU8iEAjNK6W9FxISkri999/Z9euXYSHh2Nvb4+/vz+vvfYavr6+AMRmFbJo11Vis4qY0tuZxSM6tKzVTgszanbtTr3IrkQTivq8w6y5L6u6KrUSFhbGypUrCQkJITMzE19fX55//nlGjRqFq6urqstrksqrFHxyOIat51PwsDXi6+e64uVgouqyhMfTeIFGDHoT7gx4bc6BJj4+nm3btvHjjz+SlZVF27Ztefrpp3n11Vexsfn/wYiSJLE5JJlPg2Ix0dfmi/GdW+5gRUUVHF8G578jS8MOu1eOgEVbVVellrKzs1m5ciUHDhwgMTEROzs7Jk6cyJQpU/Dw8FB1eU3O6bhs3twTwe3SKt4e0Z4ZfV3E+1TT1TiBJikpCWNjYywtLcWTpYWSJIm8vDyKioqa3adKmUzGrl27WLt2LSkpKXh5eTFjxgxefPHFe+5bdLu0ijf2XOPYdRmD29vw2XgfrIzEHkLvP+vH4g63MNDXg1HfQMdAVZek1iorK9m4cSObNm3i+vXrODs7M2fOHJ5//nlsbW1VXV6TkV9SyVt7IjgeI2Ooly0rxnfG1ECMWWqCGifQVFVVkZaWVmehOqHl0dfXx9HRsVkMcCwpKWH//v2sW7eOixcv4urqypQpU3j11VfR17//zr/XUuW8/GM4WbfLeWdEe170dxUh/38CAwPxcTZneadbkBYK3WfBk/8FHbGT8r8pLy/nyy+/ZMeOHSQlJdGzZ09mz57NmDFjHmoRzpZKkiQ2hSTz6ZEYbIz1+W5iV7o6mau6LOHhNE6gEYTmoLq6muPHj7Nx40YOHjyIjY0NAQEBfPDBB3VOJ92LJElsPZfMR4drXjC/ndgVX/GCWcfkyZPR1tZm84Z1cGI5nPsW7HzgmS1g2U7V5TUZ2dnZLF++vHbl4oCAAF588UWGDBmCtnaTX1asQV1NlTNffOBoqh7oF9XkVwoWhMdx/fp15s+fj6WlJVOnTkWSJMLCwkhJSWH16tX/GmZKKqqZ/+MVlh24Tn93aw4t8Bdh5h5qV+7W0qnpmZmwC+S3aja4jNqr6vKaDBsbG1avXk1KSgphYWFIksTUqVOxtLRk/vz5xMTEqLpEtdWljRmHXunHE+1t+O+hGF7+MZySimpVlyXUIxFohBanqqqK3bt307NnT7p3705ERAR79uxBJpOxZ88eOnbs+EDHSckrYez35zgSlck7I9qzfoqfWNDrPoyNjSkpKfn///AcAXPPgk172DMdDr0OVeK09cPo2LFjnedtREQEfn5+9OrViz179tTZlkWoYWqgw9rJ3Xh3ZHuCorIY+/05knNL/v2OQpMgAo3QYqSnp7NkyRJsbGxYsGABvXr1QiaTERwczNChQx/qWMHxOYz6LoSswnK2zujB3AHt0NQU3df3Y2pqWrvfWC2zNjD9CPR5BUI3wMahkHdTNQU2cUOHDiU4OBiZTEbPnj155ZVXsLW1ZenSpXft59bSaWhoMLt/O7bO6IGsqJxR353ldFy2qstBpXUHAAAgAElEQVQS6oEINEKzJkkSJ0+eJCAgADc3Nw4dOsSmTZvIzMxk1apVGBkZPfTx1gXfZNrmS9ib6nNgvr9YkfQBODg43Hsz1tpTUD/D7VRY2x+u/dz4BTYTRkZGrFq1iszMTDZu3MiBAwdwc3MjICCAkydPio0z/6KfuzUH5vvT2tyA6VtCWX0qQTw+TZwINEKzJJfLWbVqFU5OTowfPx5jY2Nu3rzJlStXCAx8tCnDFdUKXvvlGh8fjmV4Jzt+fakPTpYG9Vx58+Ti4vLPu8t7Dq85BWXnA/tm1+wJVVHUeAU2Q4GBgVy5coWbN29ibGzM+PHjcXZ2ZtWqVcjlclWXpxbaWBiw96U+PO3jwBdH43j9l2tUVCtUXZbwiMQsJ6FZuXXrFp9++imbN2+mTZs2LFiwgHnz5qGp+XjZvaCkkjnbL3MpOZ9Xh3iwYLCbmCHxEFJTU/H09KS0tPSfb6iohjMr4M/PwNwVxm8Eh66NU2Qzp1Qq+f777/nmm29ITU1l+vTpLF68mDZt2qi6NJWTJInvTibw5bF4erhYsGZyNywMxXg4NSKmbQstR2xsLB9++CF79+6lc+fOfP/997VbEDyu5NwSpm8JJb2gjC+e8WF0l9b1ctyWRKlUoqurS35+PiYmD7AMfXII7J0FxdkwdDn0mgciQNab8PBw5s2bx7Vr1xg7dizvv/8+7du3V3VZKvf7tQze2H0Ne1N9Nk3rTjvrhzslLTQYMW1baP7CwsJ46qmn8PX1RSaTERUVxYULF+otzIQm5xP4fQjy0kp2zuopwswj0tTUxMTEhMTExAe7g0vfmlNQ7k/C0Xfhx2ehJLdhi2xBfH19uXDhAlFRUchkMnx9fQkICODy5cuqLk2lRnV24KdZvSgur2bs9+c4fzNP1SUJD0EEGqHJuTPQ19/fn4EDB6Knp0dycjLHjx+nXbv6W6QtKCqTSesvYm6gy755fenuYlFvx26JzM3NSUpKevA7GFjA8zth5ApI/BN+6FtzLdSbdu3acfz4cZKTk9HR0WHAgAH4+/u36AHE3ZzN2TevL9bGekzddInDkZmqLkl4QCLQCE2GUqlk//79+Pj4MHbsWDw8PMjKymLv3r3/ugDew/rx4i3m7QynU2sT9s7rg4uVWGL+cVlaWpKcnPxwd9LQgB6zYNYJ0DeBbaPh+PKaTS+FemNjY8O+ffvIysrC3d2dsWPH4uPjw2+//YZSqVR1eY3OydKAPXN74+1oyss/hrPjQoqqSxIegAg0gtqTJIl9+/bh5ubGrFmzGD58ONnZ2WzatOmhp10/SFvfnrjBu/siGeBhzc6ZvcRiefXE1taWtLS0R7uznTfMPg2+k+HsV7B5BOQ/RG+P8ECMjIzYvHkz2dnZPPnkk7z44ou4ubmxb9++FtdjY2agy44XezLI04Yl+6P4+nh8i3sMmhoxKFhQa6dPn2bBggWkp6ezcOFClixZ8tgzlu5HqZT4z8HrbDmXTGDX1nw+3gcdLZH568usWbMoLi7mp59++sfbVVVVUV5eTmVlJRUVFVRWVtb52vjWcdpGrQJJQaTTNNIs+iJRE0bvXKBmAbW/XjQ1NdHV1a296Onp3fdrfX19sTcSNb2iH374Id988w2tW7fmm2++YeDAgaouq1FVKZQs3hvJnstpvNDLieWjOqElFtFsbGKWk9B0XblyhUWLFnHlyhUmT57MqlWrGvQNplqh5M09Eey7ks5Mf1feHdlBrPxbz5YsWcKZM2fYunUrRUVFFBUVUVxcXOe6qKgIpVKJvr7+fcOHrq4uJlIhHeNWYSqPIt9hEKk+r6LUM6kNL1A34CiVSpRKZW04uhOQqqqq7hmaysvL0dbWxtjYuPZiZGRU5/rO17q6zb8Hr7q6moULF7J9+3Z8fX1ZuXIlXbu2nOn0kiTxWVAca/68SWDX1nwx3gdt8WGnMYlAIzQ9CQkJvPXWWxw9epSAgAA2btxY76eV/q5KoWTRrqsciszkjSc9eHmQWGPmUVVWVpKfn09ubi55eXnk5+eTl5dHXl4e0dHRnD9/nnffffeeweDO13p6eg/2+CsVELIKTn0ERnYwdi24+NfLzyFJEuXl5bUh637hq6ioCF1dXSwtLe+6WFhYoKOjUy/1qIvi4mJmzJjBoUOHGD58OJ9//nm9DsRXd6tPJfDF0Tie8rbn6+e7iB7cxiMCjdB0ZGVl8f7777Nz5078/f3Ztm0bdnZ2Dd5uZbWS+T+G88d1Ge+N7MCs/m0bvM3moKysjMzMTGQyWW1gycvLo6ysDAsLi9o3dCsrq9qvz58/z9SpU+t/b6H0cPh1JuQngv8iGPguaDdOr4kkSZSUlNR5DO5cCgoKMDIyqhNybG1tsbe3R09Pr1HqayhZWVlMnjyZkJAQXnjhBf7zn/80yt+rOthwJpH/HophSAdbVk/qip62lqpLaglEoBHU3+3bt/n0009ZtWoVnTp1Yvv27Xh6ejZK2+VVCubtDOdkbDbLnvZiWl/XRmm3qbkTXjIyMsjMzCQzM5OSkhLs7OywtbWtDS2WlpaYmJjcd4yTTCbDycmJsrKy+h8HVVFcs15N+Faw7wLjNoCVe/228ZCUSiVyubw24OTm5iKTyZDJZJiYmODg4IC9vX3tpSmGnJiYGKZOnUp0dDQLFizgnXfewdTUVNVlNbjt55N5/7doBnhYs3ZyN/R1RKhpYCLQCOpLqVSyZcsWXnvtNRwcHNi4cSO9e/dutPbLqxTM3n6Z4PgcPg70ZmJPp0ZrW51VVVWRlpZGenr6XeHF3t6+9k3Y0tLykUKJsbExoaGhDbcqbcwB+P0VqK6A4Z+A71S1W2FYqVSSk5NTJyD+PeS0bt0aBweHJjMwOSQkhFmzZpGRkcHKlSuZOnVqgw3eVxc/h97inb2R+LtZsX6Knwg1DUsEGkE9hYeHM2PGDNLT0/nyyy+ZMmVKo7ZfWa1k7o7LnIzN5vNxPjzbveXuZXMnwCQnJ5OcnExmZia2tra1b6gODg5YWFjU25tT+/btWbp0KRMnTqyX491TYSbsnwuJp6F9ADy9CgytGq69enAn5NzpCUtPTyc3N5fWrVvj4uKCi4sLrVu3RktLvd80t27dyhtvvIGjoyObNm1q9gOHd4el8uaeCAZ5WrN2sh+62s07xKmQCDSCeikoKODtt99mx44dPPPMM2zcuLHRP4FWK5S88tMVjkRl8d8xnXihl3Ojtq9q1dXVpKWlkZSUREpKChkZGdja2ta+abZp06ZBZ+08+eST+Pn58fHHHzdYGwAolXDhezixHPTNYPR34DGsYdusZ+Xl5dy6das2bObl5eHo6IizszOurq44ODioZcCprq7mxRdfZM+ePUyaNInPPvsMc3NzVZfVYH68eIt390XypJctqyf5ioHCDUMEGkE9KJVKNm3axOuvv46rqyu//vqrSmZGKJQSr/1yld+uZvB+gBcv+jf/MTOSJJGbm0tcXBw3b94kPT0dGxub2gDj5OTUqNOOX375ZbKysvj1118bp8GsKNg7G7Kja04/DfsY9JrmhoPl5eWkpKTUBpz8/HwcHR1xc3PD09MTCwv12prj5s2bjBs3jqSkJL766iumT5/ebE9DbQlJYtmB6zzlY8+q57qIKd31TwQaQfUuX77M9OnTycrKYuXKlUyaNEkldSiVEov3RvJzWCpvDfdk3kA3ldTRGBQKBampqcTFxREXF4dCocDT0xN3d3ecnJxUOvh09erVbNiwgStXrjReo9UVNVO7Q74Bc2cIXAtOvRqv/QZSVlZGSkoK8fHxxMfHY2BggIeHB56enrRu3VptwsOOHTt47bXXsLOzY/PmzXTr1k3VJTWIdcE3+fhwLGN9W7NifGexjlX9EoFGUJ28vDzeeustdu3axfPPP8/atWtVOsDxk8MxrA1OZMETbrz2ZOPMompM5eXlJCQkEB8fz40bN7CwsKh9c7O1tVWbdXVCQkIIDAwkOzu78RtPOQf75sDtNOi7CAYubrTp3Q1NkiTS09OJi4sjPj6ekpIS3N3d8fT0pG3btipf/K+6uprZs2fz888/M2HCBD7//HO161GqD9+cuMFXx+KZ6e/Ke091UJu/u2ZABBqh8UmSxE8//cRLL71Eu3bt+PXXX3F1Ve2pnfXBiXx0OIapvZ1ZNqpjs3mRKS0tJTo6mtjYWNLS0nB2dsbDwwMPDw9MTExUXd49lZWVYWJiQlFREfr6+o1fQEURBC2GK9tr9ocKXAe2Xo1fRwMrKCggPj6euLg40tPTcXZ2xsvLiw4dOqi0hy4pKYlx48Zx8+ZN1qxZw/PPP99s/h6h5vVv2e/RbD2fwjsj2jN3QMtZdLCBiUAjNC6ZTMaMGTM4d+4cX3/9NVOnTlV1SewNT+O1X67xlLc930zo2uT3YKmqqiI+Pp6IiAhSUlJwd3fHy8uLdu3aqfxT+IOytrbm4MGD9OzZU3VFxB6umd5dUQiDl0Kvl0FNTtHUt/Lycm7cuEF0dDTJycm4ubnh7e2Nm5ubygYVb926lUWLFtG3b182btyIra2tSupoCEqlxIJdVzgYkckX4314xq/lzqKsRyLQCI3jTq/M3Llz8fHx4eDBg5iZmam6LE7FZTNraxg9XC3YPL17k13RU6lUkpycTGRkJLGxsTg4OODt7a3yT9uPqkuXLsyZM4eXXnpJtYUU58CBhRB3CJz9Ycz3NWNsmrGysjKio6OJjIwkNzcXLy8vfHx8cHR0bPSeErlcTkBAAJGRkc2ut6ayWsmLW0M5dzOPtS90Y4hX8wlsKiICjdDw1LFXBiAiTc5zay/gamXIz3N6YazftPbUkSQJmUxGREQEUVFRGBkZ4e3tTadOnTA2NlZ1eY9lzJgxtGnThm+//VbVpYAkwdWdcOTtmn8P+0gtF+NrCHK5nMjISCIiIqiursbb2xsfHx+srBp3zZ7m2ltTXFHNxPUXiJcV8fPs3nRuo/oPeU2YCDRCw5EkiV27djF37ly8vb3VplcGIENexujVIehqabLv5T7YGKtgrMYjqqysJCIigrCwMMrLy2vfZKytrVVdWr15++23uXr1KkePHlV1Kf+vIAV+exmSz0C7wTDqWzBtreqqGoUkSWRlZdWGZzMzM/z8/OjYsWOjDeT/a2/N2rVree6555pFb01OUQWB34dQUa1k/8t9aW3WStUlNVUi0AgNQ117ZaDmU9Eza86Tml/Kry/1wdOuafRm5OTkEBoaSmRkJC4uLnTv3h1XV9dm8aL+d7t37+btt98mMTFR1aXUpVRC6AY4/gFo6tRsndBlYovorblDqVRy48YNQkNDyczMpEuXLvj5+TXawnjNsbfmhqyIsd+fo7V5K3bP7d3keovVhAg0Qv1S514ZqFk4b9a2MP6Mz2HTtO4M8FDvXg2FQkFsbCxhYWHk5ubi6+uLr69vs9/cLz8/Hzs7OwoLC1Uz0+nf5N2s6a25dR48htdsnWDcMnaS/qv8/HzCwsK4evUqjo6O+Pn54ebm1uDr2/x9bM2ECRMatL3GcOZGDtM2h+LvZsXGqX5i4b2HJwKNUH+Ki4uZOXMmQUFBrFq1Sq16Ze74z4HrbApJ4sMxnZisxlsaFBYWcvnyZcLDw7G0tKR79+60b99eLZexbyh2dnbs3LmTwYMHq7qUe1Mq4OLamq0TtPVh5ArwHt+iemvuqKqqIjo6mtDQUEpLS+nWrRtdu3bF0NCwQdvdunUrCxcuZPjw4WzYsAEjo6a5wvMdd7ZImNLbmf+M7qTqcpoaEWiE+nH16lVGjRqFiYkJJ0+exMbGRtUl3eWX0FTe+jWC6X1d+ODpjqou554yMzMJCQnh5s2bdOrUie7du6vlY9kYBg4cyIABA1i+fLmqS/lnuTdg/0uQFlqz0WXA12Ck3j1/DSk9PZ2wsDBiYmLo0KEDffv2bdBBxNnZ2TzxxBMUFhZy4MABOnfu3GBtNYaPDl1n/ZkkPhvnzXPdnVRdTlMiAo3weCRJYvXq1bz99ttMmzaN1atXq7qke7qaKufZNefp2daCLdN7qNVaM5IkcevWLc6ePYtMJqNXr15069atSU63rk+LFi0iISGBgwcPqrqUf6dUwLlva7ZP0DOGp76CjmNUXZVKlZaWcunSJUJDQ3F2dsbf3x8HB4cGa2/evHls3bqVzz//nHnz5jXZsWUKpcS0zZe4mJjPrjm98HVqvpt21jMRaIRHJ5fLmTx5MufOnWPXrl0MHTpU1SXdU05RBU9/exZtLQ0OzPfH3FA9FpeTJIn4+HhCQkIoKSmhT58+dO7cWaXbP6gTtR0Y/E+yY2H/XMi4Al6ja05DGbXMHrY7KisrCQ8P5/z581hZWeHv74+Li0uDBI6jR48yYcIE+vbty/bt29Vq/N7DkJdW8vR3Z6msVnJgvj82Jmo4jkz9iEAjPJqLFy8yZcoUjIyMOHXqlNouo1+lUDJp/UUi0uX8+lIfOjqofjCtUqkkKiqKkJAQNDU18ff3p0OHDmqzUaC6UMXAYEmSKCsro6SkhIqKCiorK2uv7/W1QqFAkqQ6F02UeOYdxSv7d6o19YhoPYlMS3/09PXR1dVFV1cXPT29Otd3vjYyMkJPT6/J9i78E4VCQUREBCEhIejr6+Pv74+np2e9/6xyuZzBgwdTVFTEjh076NGjR70ev7HEZBYy9vtzeDmY8NOsXuhqi9eHfyECjfBwlEolX3zxBR9++CHjxo1j5syZ9OvXT9Vl3dey36PZci6ZVc93YXQX1a4ZUl1dzdWrVwkJCcHU1BR/f3/atWvXLN+86kt9DgyurKykoKCAwsJCioqKKC4urnNdVFRESUkJurq6GBgY3DN0/P3f2traaGhooKmpWef3KEkSureTaH35Ewzzo5Hb9CKh/csUa5rUCUV/DUkVFRUUFxejVCoxNjbGyMjontcmJiaYm5s32Z48pVJJbGwsZ8+epbq6mr59++Lt7V2vgT4sLIxVq1axb98+PvjgA15//fUm+YHhYEQG83+8wuReznw4RgwS/hci0AgPLicnh+eee47IyEj279+Pt7c369at49lnn8XJSf0Gr915MXjR35X3A1S3uaBSqSQyMpJTp05hbW1N//79adNG7N3yIAYMGMDAgQMfeGCwUqmkoKCAvLy82kt+fj65ubmUlZVhbm6OiYlJbUC4ExLuXIyMjOo3KNTOhPoPaOnAk/8F3yn/OBOqsrLyrqD11/B1+/Ztbt++jYmJCZaWllhYWGBpaYmVlRWWlpaYmJg0iZAsSRKJiYkEBwdTWlrKE088Qfv27R+7drlczvr165k2bRpxcXGMHTsWb29vfv7550Zf4bg+3Bkk/O2ErjzdueHGIDUDItAIDyYsLIwRI0bg4eHBsWPHMDAwACA+Pp5Dhw4xZ86c2v9TB8m5JQR8exZ3WyN+mdMbHRWs6SBJEjdu3ODEiRPo6ekxZMgQtQx+6mzhwoUkJCRw6NChu75XWlpKRkYGmZmZZGRkkJOTg1wux9jYGEtLy7suJiYmqvuUnp8Ivy+oWWW47cCadWvMXR75cAqFArlcTl5eHrm5ubXBLS8vj7KyMiwsLLC1tcXe3r72oq6DzCVJIiEhgRMnTqCtrc2QIUNwcXF55GNt376ddu3a0bdvX6DmeTJkyBBu3LjBkSNH8PPzq8fqG16VQslza88TLyvmwCv+uFo17FT4JkwEGuHf/fjjj8yaNYv58+fz2Wef3fX9o0ePkp+frzYbx1VUKxj3wzlS88s4vLCfSpYSv3XrFsePH6e8vJzBgwfj4eGhFo9NU3NnYHBUVFRteLkTYMrLy+u8Ydva2mJhYaG+p2KUSri8GY59AJIShiyD7jPrfQfviooK8vPzycrKqn28ZDIZJiYmODg4YG9vj4ODA3Z2dmoVciRJIioqipMnT2JlZcUTTzyBvb39Qx3jziJ/M2bMuCu8vv3223z33Xds2LChyS3Ely4v46lvzuBg2oq98/qgr9Ny1qN6CCLQCPenVCp55513WLNmDZs3b2bcuHH3vJ1CoWDTpk14e3vTq1evRq7ybh/8FsXW8ymsn+LH0EbewVYmk3Hy5ElkMhmDBg2q97EBLYEkScjlcpKTk4mKiuLFF1/k/fffx8nJqTa8ODg4YGFh0TRDojy1ZgfvmyfAqTeM+g6s3Bq0SaVSSU5OTp1QKJPJMDU1xdnZGRcXF1xcXNRiYTqFQsHly5c5c+YMLi4uDBo0CAsLi3+9319PNd1vX7M9e/Ywffp05s2bxyeffNKk/jZPxsqYsSWMST2d+CjQW9XlqCMRaIR7KywsZNy4cURGRvLnn3/i6en5j7cvKChgw4YNTJo0qUHXmvg3QVGZzN0Rzkx/V5Y04rgZuVzO6dOnSUhIwN/fHz8/P/XtKVBDBQUFJCcnk5KSQnJyMgqFovZNdsyYMaxatYqxY8equsz6I0lw7ScIegeqymHg29BnQc04m0aiVCqRyWS1j3lKSgpGRka1j7uzs7NKA05lZSXnz5/n4sWLdOzYkQEDBty3nnudarqfmJgYBg0aROfOndm9e7faztC8l0+OxLD2z0RWT/TlKZ+H671qAUSgEe6WkJDA0KFDMTU15dy5cw88NiY6OpoTJ04we/Zsley/k3W7nGFfB+NiacDuuX0aZZpjVVUVISEhXLp0ie7du9OnTx+16sZXV2VlZSQkJHDz5k2Sk5Oprq6ufSN1cXHB0tKytvdl7NixWFlZsW7dOhVX3QCKsuDIW3D9N7DtBE9/A47dVFLKnYCTnJxMcnIyt27dwtjYGGdnZ9zc3Gjbti06Oo2/aWJJSQlnzpwhMjKSfv360aNHj7t6Vv7pVNO9lJaW0qdPHwoLCzl27Bjt2rVrqPLrVZVCyfgfzpGcV8rRRf2xMxXr0/yFCDRCXSdOnCAwMJCAgAB+/PHHh77/4cOHKSgoYMKECY3anatUSkzdfImw5AIOLfCnrXXDf7KMj48nKCgIOzs7hg0b1uw3jHxc+fn5xMfHExcXR0ZGBi4uLri5ueHq6lonwPzdDz/8wOrVq4mKimrkihtR7CE49DoUy6DnXBj0Huip9vSPUqkkKyuLpKQkEhISyMjIwNXVFQ8PDzw8PBq99yY3N5cjR45QXFzMyJEjcXau2YvtQU413c/EiRM5ePAg+/btU989w/4mMaeYp745Szdnc7bN6IGmGq16rmIi0Ag1JEli1apVvPfee3z88ccsXLjwkY6jUCjYsWMHDg4Ojbpy8JaQJJYduM5/x3TihQbedLKgoICgoCDy8vIYMWJEk/l019iUSiXp6enExcURHx9PaWkpHh4eeHp6PtSn/aysLJydnZHL5bRq1fgDvBtN+W04vhzCNoKpEwR8Be7qs/p2WVkZN27cID4+noSEBKytrWt/n9bW1o0ynkmSJGJiYjh69CjOzs4MGTKE/fv3P9Cppvv5+uuva1/3FixY0CTGZd3ZxPL9AC9e9HdVdTnqQgQaoeZc9cyZMzlw4AC//fYb/fv3f6zjlZaWsmHDBgYOHIiPj089VXl/N2RFBHx7lr5uVmyc6tdgL0h/Pb3Up08fevXqJcbJ/I0kSaSkpBAZGUlcXByGhoa1b3qtW7d+5N+Ns7MzX3311X0Hpjcrty7UTPHOjQPvZ2DYJ2q32aVCoSA5Obm2x01DQ4MOHTrg4+ODra1tg4eCyspKgoODuXTpEq1atWL+/PmPdTosODiY0aNHM2rUKNavX4+urnpsj3I/kiQxa9tlgm/k8Pv8vrS3azrjgBqQCDQtXVFRESNHjiQ1NZULFy5gZ2dXL8fNzs5m69atTJw4kdatG26F3iqFksDvQ8iQlxO0qB82xvV/TvnOnktBQUE4ODjw5JNPitNLf5OdnU1ERASRkZG0atUKb29vvLy8MDevn431xo0bh7m5ORs2bKiX46m96go4uxKCV9Scehr2MXSe8I8L8qmKJEnIZDKio6OJjIxEV1cXb29vvL29G3QvpeLiYlavXo21tTXl5eWMHDnykdevAcjIyKB37944OTlx+PBhjI2N66/YBpBXXMGwr89gbazH7/P7qmStLTUjAk1LdmdqsY6ODqGhofX+qSQ2NpbDhw8za9asBntx+PbEDb48Fs+aF7oxvFP9hLG/un37NocOHSI/P5+RI0fStm3bem+jqSosLCQyMpLIyEjKyspq38Rsbet/qvzatWv55ptviI6Orvdjq7XsWDiwAFIv1izIF7ASLNT3OShJEqmpqURERHD9+nVsbGxqw219ny48fPgwmpqaDBs2jNjYWI4ePYqTkxPDhw9/5EU+Kysr8fPzQ6FQcOrUKWxs1Htj0T+is5i9/TKvDfVgwWB3VZejaiLQtFQ3b96kf//+eHp6cvz48QYbwBscHEx8fDzTpk2r99MzN2RFPPXNWZ7saMt3E33r9diSJHHlyhVOnDhBjx498Pf3R0tLLGZVVVVFdHQ0165dIysrq/Y0g7Ozc4OeZpDJZDg5OZGfn4+hYQtbKVWphMub4NgyUFZB/zdrpnhrq/dpkerqahISEoiMjOTmzZu4urrSuXNnPDw8Hvv1pqCggPXr1/Pyyy/XPh+qqqo4deoUkZGRjBgxAi+vR1u2QalUMmTIEOLj4wkODlb7DzELfrrCkahMDr7SD0879e5VamAi0LREV65cYfDgwYwYMYKdO3c2aFuSJPHrr7+ipaXFmDFj6u1NT6GUGPfDOVLySjj+2gAsjepvqvTt27c5ePAgxcXFjBkzpkF6HJqa/Px8QkNDuXbtGo6OjnTt2hV3d/dGHUPk4uLCF198wTPPPNNobaqVwoyadWuu/wZWnjW9NS6PNhC2sZWXlxMTE0N4eDiFhYV069YNX1/fR54ptXfvXiwtLRkwYMBd30tNTeW3337Dzs6OkSNHPnJvzcSJEwkKCuLkyZN06dLlkY7RGPJLKhn61Z+0Nm/F3pf6oN1yTz090JuL1rJlyx7moA91Y6FxnTx5kmHDhvfGkQEAACAASURBVDF79mzWrFnT4O1paGjg7u7O2bNnqaysrLdNGTedTeKXsDQ+G+dDV6f6Gadxp1dmz549dOjQgTFjxqj9efSGpFQqiYuLIygoiODgYBwcHAgICKBHjx5YW1s3+iqrISEhpKamMnr06EZtV23oGUPHQHDoBnGH4ML3IE+DNr1AV332UbsXbW1t7O3t8fX1xcXFhaSkJA4fPoxMJsPQ0BBTU9MH/rCTlZXFn3/+ybhx4+4ZqE1NTenatSsZGRkcPnwYMzOzh57ODTXjtrKzs5k/fz69e/fG1VU9ZxO10tWitXkrNockY6CnjZ/Lv6+q3Ew90A62ooemmfj555+ZMWPGY03LflS3b99mw4YNjBo1Cnf3xzvXm5JXwrCvg/F3s2L9lPqZ1SR6Zf5fcXEx4eHhXL58GROT/2PvvMOiOrc9/CJVqiKKIAiIgkgRexRURMXYUMQoKtZYE2NMckziyc3JKcnJSY85McWo2AWDFRXpioAFKYqAKALSq0oRhGFm7h9cuDGo9JkB5n0eHnVm7/2tkZlv1l7lt7QZPXo01tbWUu/o2rVrFzt27Oh+dTTPo6YSLn0BV34EVW1w+RfYL5PJouEX8fTpU27evEl0dDSKioqMHj0aOzu7JoUpjxw5grm5OePGjWtyjfaI1tS3dXt5ebFo0aIWny8JxGIxmw7FEppSSMDWSd11gKU85dRd+OGHH/jrX//K3r17pfahzMzMxMfHh9WrV6Onp9eqa4jFYlZ6RRP74BHB705us1KmvFbm/yksLCQyMpK7d+9iZWXFmDFjWjwcsCMpKirCyMiIwsJCeZdZPQVJcPYdyLoKJg51aai+Lx9TImuIxWLS09O5ceMG6enpDB8+nPHjxz/3d/zgwQNOnTrFm2++2WwHWyAQEBoayu3bt1tdW3Ps2DHWrFnD559/zltvvdXi8yVBYdlTpn5zCfuBvTiwZmyn0NNpZ+Qpp66OWCxm+/btfPnll5w7d45Zs2ZJzRYdHR3U1dXx9/fH1ta2VboRF27n89PF+2yfNZSJQ9qmzVFRUYGvry8ZGRksXrwYa2vrTjWsrr3Iysri/PnzREZGYmFhgZubGzY2NjKXbtPQ0ODo0aOoq6szZswYaZsjG2j2rYvMaA+AW8fg2i91Ld/GYyU6F6otKCgo0Lt3b6ytrbGzsyMnJ4ezZ89SUlKCnp5eQ1Slvh7PwcGhRY62oqIigwcPxtjYmAsXLpCVlcWgQYNaFHG0trbG0dGRdevWUV5ejrOzs8w5DBqqSqirKHLgygOG6GtioS9bn18JIE85dWVEIhGbNm3i+PHjXL58GSsrK2mbBIC/vz8lJSUsXbq0RQ5ERXUt0765hK6GCmc2O7Sp+C0tLY1Tp04xfPhwnJycul1URiwWc//+fSIiIigtLWXChAnY29tLZVZPS9i6dStJSUkEBgZK2xTZo6IIAv8HbnlDb1OY9Q0MmSZtq1pFVVUV169f5/r165iYmODo6EhZWRkXL15kw4YNrXYmBAIBgYGB3L9/H3d39xZrZCUmJjJp0iQWLlzIL7/8InNOjVAkZt7OCArLqgl5bzJaarL9eW5n5CmnropIJGLdunX4+flx48YNBg4cKG2TGhCJRBw+fBh9fX1cXFyafd5n55L47XI6xzdNYJRJ6wqBRSIRly5dIjY2lvnz53e7sQUikYjk5GQiIiIQiUQ4ODhgY2PTaSJTMTExODk58fjx427nhDab9HA4+y6U3IOhc+DV/0Cv9inGlzQ1NTXExsYSFRXF06dPmThxIo6Ojm12JBITEzl//jyOjo688sorLbpeZmYmo0ePxtXVlV27dsncZ+dm1mPm/xTJqgmmfDLXWtrmSBK5Q9MVEYlErFq1ioCAAOLi4jA0NJS2SY2oqqpi9+7dTJw4sVktkXfyy5j9QwSvjTLiP+6tG6dQVlbW0EK+YMECiQ/XkyYikYiEhATCw8NRV1fH0dERCwsLmbvDbA6Ghob8+uuvzJ07V9qmyC611XUFw5e+qvv35G0wfjModc5J8DExMURFRQHQs2dPnJycMDc3b9P799GjR/j6+qKpqcm8efNaVDCcm5vLiBEjePXVV/Hy8pI5p+Z/TiVw5FomZ9+ayDDDbjMWQe7QdDWEQiHLly8nNDSU+Pj4dhtl0BEUFRWxb98+lixZgpGR0QuPE4vFLP3tGsn5ZYS950RvjZYLit29e5czZ840FP7K2gbUUYjFYu7du0dISAiqqqo4Ozt3uAheR1M/yb2jNZS6BI+zIGA7JPtBn8Ew6yswd5a2VS1CLBbz008/NUzYTk5OJiwsDC0tLaZOnfrSvaMphEIhISEhJCYm4u7u3qJIdn5+Pvb29kydOpUDBw7IVMSwtFKA09dhWPbX4ui6lkWgOjFyh6YrIRQKWbZsGeHh4cTHx8u8bDdASkoK586dY+3atWhrP/9Ool7e+x+u1qycYNqi6wuFQoKDg0lKSmrxhtXZyczMJDg4mKdPnzJ16tROG5H5M/VdLjk5OdI2pfNwLxj8t8HDNBg2v242lE7HzVhrT9LT0/H392fTpk0N71+RSER8fDwXL17EyMgIZ2fnVndOwv/f8IwbN65FKa3CwkLs7e2ZNGkShw8flimn5uCVDD4+ncivy0cxw1p2b2zbEblD01UQiUR4enpy8eJFbt261aYPt6SJiIggOTmZVatWNSpKrakV4fLdJRR7KHBh66QWDWBrS0i5M1NQUEBoaCgFBQUNE8+7UkRKIBCgq6vL5cuXZVrBVeYQPIWo/8Llr0FBESa/D6+8IfMjFI4dO4aZmdlzO9sEAgHXr18nKioKS0tLnJycXnhj1BT1KWklJSXc3NyanZIuLi7Gzs6OKVOmcPDgQZn5rNUKRcz64TLVtSIC35mEqpLsOFsdRLMcGtn47ch5IfU1M6GhoZ3OmQFwcHBAV1cXPz8//uw8H7iSQUZJJf8ze1iLnJn09HT27NmDjY0NHh4e3cKZefz4MSdPnuTgwYOYmZmxefNm7O3tZWaDbS+UlZUZN24cBw4ckLYpnQtltbpamjev1w26DP4EfnGEtEvStuyFlJWVkZ6ejp3d8+vmlJWVcXBwYPPmzairq/PLL78QGBhIZWVli9fS1tZm5cqVGBoasnv3bvLy8pp1np6eHvHx8YSEhLB69WpEIlGL1+4IlBR78PGcYTwoqWR/VIa0zZEZ5BEaGUYkErF27VrOnTvHzZs3Zbpm5mUIBAK8vLywsrJi4sSJADx6UsPkr8IYbtx8oSixWEx0dDTh4eG4u7vLrFx5eyIQCLh8+TI3btxgzJgxTJgwoUm11c7Ozp07+emnn+SqwW3hbgD4vw+PMupGKkz/l8x1Q128eJEnT54we/bsZh1fXl7OxYsXuXPnDk5OTowaNapVDn1SUhLnzp1j5syZ2NjYNOuc/Px87OzsmDt3Lrt375aZ9O7r+6K5nv6QsG1O6LXjzDsZRJ5y6syIxWI2btzIyZMniY+Pl8luppZQVlbG3r17cXJywt7enn/4JbI/KgP/tyc1a4qsUCjk/PnzZGVl4eHhga5u155pIhaLSUlJISAggAEDBuDi4tLqcHtn49GjRxgYGJCRkdFpnXiZQPAUIndAxLeAAkx8Fya8Bco9pW0ZQqGQHTt24Onp2eJ6wIKCAs6fP49AIGDWrFmtKhzOz8/H29sbW1vbZgvp5ebmYm9vj5ubm8zo1NwvqsDlu3CWv2LC3127dBu3XCm4M/PRRx9x8OBBYmNj21TpLyuoqqoyePBgTpw4gVBNh0+DMnEfaYTH2KYLeZ88ecKRI0fqOqKWLpU5ldv2pqSkhJMnT5KcnMzs2bNxcHDo8lGZP9KzZ0+OHz+OUCjE0dFR2uZ0XhSVwNQR7BbD4wcQ/RskHAMdY9CzkOpsqDt37vDw4UMcHFo+UVxTUxN7e3tUVFTw8/OjsLAQY2NjVFSaXy+kqamJra0tUVFRpKSkNGu6vJaWFosXL+btt9+mrKyMqVOnttj29kZXQ4X80iqORWczf8QAdHp2WbG9ZikFyx0aGeSHH37giy++ICIios3DHmUJdXV1Bg4cyLYjV3kk6skvy0c1qXaZn5/PgQMHsLS0ZM6cOVIfotiR1NTUcPHiRc6dO8fw4cOZP38+ffr0kbZZUiEvL48zZ86wbt06aZvS+VHTqUs7DZxQV1NzfVfdfCiDEaAhnZq88+fPM3r06FZ3ayooKKCvr8/IkSPJzs7m7NmzKCsrY2Bg0OzIiYqKCnZ2dmRmZnLx4kXMzc3p2fPl0SsdHR3mzJnD+vXr0dTUbNYQzY7G2lCbfVEZPHoi6ModT/LRB50RHx8fXn/9dc6fP8+kSZOkbU67k1pYjst34diqlrD7zZn07fvimU2tyXV3RsRiMXfu3CEgIABjY2OmT5/ebdJLL6KgoAATExPu37/fYgl7OS9BWAs39kLYp1BdAeM2wOQPoGcviZlQVFTEgQMH2Lp1a7u1QhcWFnL+/Hmqq6uZNWsWxsYtqxeKjo7m0qVLLFiwgEGDBjV5fHh4OLNmzZLqQOA/8u/zyfx2OY0LzUzhd0LkKafORmhoKB4eHnh5eUl10GRH8j+nbpPzqIrPZpkReP4sw4YNa5ROEYvFXLp0icjISJYuXdqlRxhUVFRw6tQpEhMTmTt3brco+m0OmpqanDt3juLiYpkI7XcZevQAo1EwYjk8LYXo3RB3EHr2Bn1biaShwsPDMTIyatfPtYaGBsOHD0dVVRU/Pz8ePXqEiYlJsx2mAQMGYGBgwIkTJ1BSUmrSiTYxMcHc3Jw1a9YwYcIEqTco2BjqcPhqJpmPKnEd3rnrLV+APOXUmYiLi2PGjBl89tlnvP7669I2p0O4nVPKP/yS2OQ0GI9JNgiFQoKCgrCxsWnQqBGJRPj5+ZGVlcXKlSu7bMpFLBZz+/ZtfHx8MDc3x93dvcu+1tZSXV3Nvn372Lx5s7RN6XqoqIPlq2DxKuTE1tXX3AuEvlag03E1ezU1NZw+fRpXV1fU1NTa9dr1aSh7e3vu3r1LSEgI+vr69OrVvOhT7969sbKyIiAggLKyMszMzF6avrKxsUFDQ4P169czc+bMFk0Jb296qigiFIk5dC0T56H90Ndu3/9bGUCecuos3L9/n9GjR7N27Vq++uoraZvTYaw7cINraSVEfOiMtpoyYrGYwMBAcnJyWL58OQC+vr4IhUIWLVrUoiK/zkRFRQXnzp2jpKSE+fPnd/oOto6iqqoKPT09rly58kKtks6IWCymsrKSiooKysvLqa6uprq6mpqaGmpqap75e01NDSKRCLFY3PCngoLCMz9KSkqoqKg886Oqqtrw9549e6KlpYWWlhYqKiqNv6TFYkjwhaCPoTwPbNxh2t+hV/srb9+6dYvbt2+zdOnSdr/2n6lXKh86dCjTpk1r9n5SWVnJkSNH6Nu3L3PmzGkyyvPee+/h5eXFjRs3mpWu6ijKnwpw/CKMMaa67F45Wmp2dBDytu3OQEFBASNHjsTJyalLz69Jzitj5o7LbJ02hK3TLBoeF4vFnDx5kqqqKp4+fYquri6urq4yJTPeXtRHZQICAhgxYgSTJ0/u0kXO7UF9PcSvv/4qbVOaTU1NDQ8fPqSkpISSkhLKy8spLy9vcGAqKipQVVVFS0sLTU1N1NTUnuuM1P+pqKjY4LzUIxaLG35qa2sbOUJ//HtVVVWDDUDDuvV/6ujo0KdPH/po96R34n56XPlv3SLjN4PjO6DafoNefX19GTRoECNHjmy3a76MqqoqAgICyMzMxNXVFVNT02adV1NTw++//46CggKvvfZaI5XzP7N06VLCw8OJjY2V6liaHcH3+C74Lue2OGJtqCM1OzoAuUMj65SXlzNu3DgMDAwICQmRtjkdyptHYrmUUkTkB87oqD+7OTx69Iiff/6Z3r17s2HDhi6nfgvyqExrOX78OJs3byYnJ0fm3hfl5eXk5+dTXFzc4LyUlJRQVVWFrq4uffr0QVdXF21t7UZOhLQc2erq6gbHqt65evz4cYMDVlZWhpEWONVexLQ8mhpVXcrGbEXLcT2qam3TrxEKhXz99de8+eabzR490F60JlojFArx8/OjpKSEJUuWNKlI7uzsTEFBAVevXpWatERplQDH/4TiOESPnz1HScWGDkLu0MgyNTU1TJ06lbKyMuLi4mRus25PUgsrmP7dJTZNNuf9V4c+81xRURGHDx9m5MiRpKSkYG5ujrNz55oY3BTJycmcO3dOHpVpBSKRiL59++Lj48O0adOkZkd5eTl5eXnk5uaSl5dHXl4etbW1GBgYoKenVxfh+L8fHR0dmRBdaw21tbU8evSIkpISqu9HYpy4E93K++Qp6HNF2xVMJmBgYIChoSH9+/dvUQF7WloaYWFhUqsR/GO0ZsGCBc3S9xKLxQQHB3P37l08PT3R0Xlx1EMkEmFvb4+Ojg4hISFSS5l/E5jCf0NTCdjapTqe5A6NrCIWi1m5ciXh4eHcvXu3y9aK1POuTzz+t/OJ+GAKff4gz52VlYWPjw/Tp09n+PDhPHnyhL179zJ27FiZ0HdoK7W1tQQGBnLv3j3c3d27hECiNPD09OTp06f4+vpKZD2RSERBQQEZGRk8ePCA3NzcBufF0NCw4c/O7Lg0m/+rrxEHf4JCWQ6PDCYR33cB9x8KKSwsRFtbGyMjI0xNTTE1NX1pAa6/vz+ampoN40+kRf0NxoQJExg/fnyzfodXrlzh6tWrLFu27KUppZqaGoYMGYKTkxP79u2Tyvvj0ZMaHL8IxdlKn/8uGSHx9TsIuUMjq+zYsYO///3vJCcnd3lp9+xHlUz+6iKrJpjy8ZxhDY/fvXuX06dPM3/+/GfEAx8/fszevXuZMWMG1tadV8q7pKQEX19fdHV1mTt3brt3dHQnIiMjmTVrFsXFxU3WMrQGsVhMQUEB6enpPHjwgAcPHqCpqYmJiQmmpqYYGRl1D+flZdRUwpUfIeI7ENXCK5sQOb5LUVk1WVlZZGRkkJGRgbKyMqamppiYmGBmZtYQ0RCLxezYsYOlS5dKtcaknsePH3P8+HHU1NSYP38+GhoaTZ5z69YtAgMDWbRoEQMHvrhgOj8/HysrK/7xj3+wZcuW9jS72Xz+f7o0l7ZNwVi3SwzvlTs0skhwcDDz5s3D39+/Swrn/Zl/nU1if1QG4e9PwbBXXQ4+MTERf39/PDw8nhu1KCgo4MCBA7i7u0u1a6C13Lp1i4CAAKZMmcKoUaO69xdhO2FiYsKnn37a0A3XViorK7l79y53794lIyMDdXX1hiiDqampxGs8Og1luRDyL7h5BNT1wOlDGLUKFOu6FouLixucm4yMDFRUVDA3N6dfv35cuXKFLVu2yMznQSgUEhYWRkJCAm5ubs0qGE5NTeXkyZNN7k3h4eHMnDmTM2fOSEVHKa+0iolfhLFivCl/mzus6RNkH7lDI2ukpqYycuRI/vnPf7J161Zpm9PhlD0VMOHzUKZa9WOHR13oMyEhgcDAQJYtW/bS6FRGRga///47np6eUtV3aAk1NTX4+/uTlZXFwoULu3z0TZJs3bqVuLg4Ll261OprFBcXk5KSwt27dykoKGDQoEFYWFhgbm7e5eeDtTu5cRD4MWRchj6DYdo/YOjsZ4T5xGIxRUVF3Lt3j+joaCoqKhgyZAiWlpYMGTKkWVERSZCamsrp06cZPXo0EydObLKe8cGDBxw7dowFCxa8VBzw+++/55NPPiE2NlYq4qDv+MQTkJjPlQ+nNmrE6ITIHRpZoqysjOHDhzNhwoQu3Z79R34LT+Oz88n4bXbE1kiHW7duERQUxPLly5sVdk5OTub8+fOsXr1a5qdrFxYW8vvvvzNgwABmzZrV5euiJE1OTg6DBw8mOTm52a23YrGYnJwckpKSSElJQSAQYGFhgaWlJWZmZvLi7LYiFsPdCxD0Nyi+WzcryuXTOiXiP/Hbb7/h6OhITU0NKSkppKWl0a9fPywtLbG2tm62+F1HUV5ezokTJwBYsGBBkw5uZmYmPj4+jVLmf2bp0qVcuXKFmzdvSnycSWJuKbN/iOCDV4eyyanTq63LHRpZQSgU8uqrr1JUVER8fLy0zZEIAqGIyV+GYayrjs+G8cTHxxMaGsry5ctfOr/pz9y4cYOoqCjWrFkjs2mAhIQELly4wPTp07G3t5e2OV2WadOmMWTIEH7++eeXHldSUkJCQgK3bt2iR48eWFtbM3ToUPr37y8z6Y4uhbAWYvfDxc/hSVGdMN/Uv0FvU6DOWfjpp5/4y1/+0qAvVVtbS0ZGBnfu3CEpKYm+fftia2uLtbV1kwMiOwqRSMTly5e5ceMGr7322kvrZKCuqcHb2xtXV1csLS1feJy9vT36+vr4+/tLvJt12e6rpBZWcPl9Z1SUOnUnrdyhkRXef/99Dh48yP3795vUMugqnLmZy5ajcexeMZq+gnxCQkJYsWIFenotn+578eJFUlJSWLVqlUzNORKJRISGhpKYmIiHhwf6+vrSNqlL4+/vj6enJ/n5+Y2Kg588ecLt27dJSEjg8ePH2NjYYGdn16Lpy3LaSHU5RO6AqB9BLISx62HSX4hJSiMjIwN3d/fnniYUCklNTSUhIYHU1FTMzMywtbXFwsJCKlG01NRUTp06hbOzc5MCgDk5ORw5coR58+ZhYWHx3GMqKioYPHgwK1eu5IsvvugIk19IWEohq72i+X6xPfNHdOohr3KHRhY4cuQIGzduJDo6+qVefFdj4c9RFFdU872LLqFtcGagLnVw7tw5Hj58yNKlS2UiVVBdXc2JEyeorq5m0aJF3cZRlTZmZmZs376d9evXIxKJuHfvHjExMWRmZmJpaYmtrS2DBg3q0rpOMk9ZLoR+BvGHQU2HWK1pqDi8gY1900JvT58+JTk5mYSEBPLy8hg2bBhjxoyReD1aSUkJR48exdzcnBkzZrz0/ZSdnc3Ro0dxc3Nj8ODBzz0mOTmZsWPH8uuvv0pk7EM9IpEY528u0kdTleObJkhs3Q5APm1b2ty4cYMFCxawb9++btHRVM+d/DK+DEhhgZUm2fHhLU4z/RkFBQUGDx5Mamoqt27dwsrKSqpfWA8fPuTAgQPo6+vj7u4uU1Gjrk5ZWRkHDhzA2tqaU6dOkZ+fz/Dhw3F1dcXGxgZdXV15REbaqGrVFQgPnYO4KAXD7HPo5YaioKFXN/zyJb8fJSUlDAwMGD58OHZ2djx+/JjAwECSkpJQUlKiT58+Evnsq6urY2dnR2xsLDdv3mTIkCEvlAzQ1tZm4MCB+Pr6YmBgQO/evRsd07dvXywsLFizZg2vvvqqxJTCFRQUqBWJ8YnOYvowffppdVr5CPm0bWlSVFTEhAkT2LBhA2+//ba0zZEo3wffJTm3DPunN1m9Ylm7pGIUFBSwtLQkJSWF27dvM2zYMKk4NWlpaRw5cgQHBwecnJzkkQAJIRaLycrKory8nP3792Nra8trr73G5MmT6d+/f5ec/dXp0exHqckMzt4swlqrFKJ3w53z0MsYdAe91LEBUFVVxcTEhHHjxqGhoUFcXBxBQUFUVVXRu3fvDq+1UVJSwsbGhsLCQgIDAzEzM3thZ5aOjg5GRkb4+vpiaGj4XKdm2LBhlJWV8d5777FmzRqJRXXN+2qyLyodgVDMNKtOmxaXT9uWFiKRiGnTplFdXU1kZKS0zZEoFdW1jPk0iIE9HrJvo3O7t1wLhcKGoXELFy6U2BeZWCzm+vXrRERE4O7u3uxOGzltQygUcuvWLa5evYpQKGT06NF8+eWXKCsr4+PjI23z5DRBUlISN2/eZMnixZB4AkL/BY8ywMQRpv8DjFo2FbqkpIQbN25w8+ZNjIyMmDBhAiYmJh0elbt58yaBgYFNFgCnp6fj6+v7UrmJCRMmoK6uTmBgoMRuiN73vYnfzTyufTQVbbVO2cItr6GRFl9++SVff/11g2BXd2JnwC2+CsviJzczZo3rGEEnoVDIsWPHUFJSwt3dvcM3BZFIxLlz58jOzsbDw+O5d19y2peamhpiY2O5cuUKenp6TJgwgUGDBqGgoMCNGzdwcnIiPz9fZjvf5NQREhKCoqIiTk5OdQ/U1kDMPgj/sq4jymouOP8N+j6/oPZFCAQCEhISiIqKomfPnjg6OmJhYdGhjk12djbHjh3jlVdeYcKEF9ejJCcn4+/vz6pVq54rN1FZWYmpqSnbtm1j27ZtHWbvH0nILmXujxF8MncYqx3MJLJmOyN3aKTBtWvXcHZ2JjAwEAcHB2mbI1EePnyIy7dh6GhrE7xtWoduLrW1tfj4+KCmpoabm1uHOTUCgYDjx48jEAhYtGiRvF6mg6mqquL69etcv34dExMTHB0dn1tvYGdnx+LFi/noo4+kYKWc5nLo0CHGjBnTOKpRXQ5XfoKoH0BQCSM8wWk7aLestkQkEpGcnExERARCoRBHR0dsbGw6bD8oKyvj0KFDmJub4+Li8sI9rim5iYiICGbMmEFYWBhjx47tEFv/jOuPEdTUivB/e2JnrDOTFwVLmsePH+Po6Mj69etZs2aNtM2RKBUVFXy1+yhXK/rwjstQ7I07NorRo0cPhg0bRlxcHGlpaVhaWrb7h7SqqoojR46grq7Oa6+91iFzhOTUUV5ezqVLlzh9+jSampq4uroyZsyYlwqc7dy5s9vVp3UmxGIxAQEBODs7N74RUFIFU0cYsQKE1RB7AK7vguoKMLQH5ebVxygoKNCvXz9GjRpFnz59uHbtGuHh4SgqKqKvr9/ujo2qqio2NjZERUWRkZGBhYXFc9cwNDSkqqqKsLAwbG1tG3VmDhw4kNLSUrZv387atWslMuutViji95jsuuJg7U5XHCyvoZEkYrEYV1dXcnNziYmJkbY5EqW6upp9+/YRIzLlYraIa3+dSm8NySjlCgQCjh49ira2NvPmzWs3p6asrIzDhw9jZmbGjBkzOuMdaztdhQAAIABJREFUTaegqqqKyMhIYmNjsbW1ZcKECQ0DDV+GQCBAX1+fAwcOMGfOHAlYKqelPH78mD179vDee+81ffCjDAj7N9w6BmraMGELjNsIqi1PKWZlZREREUF+fj5OTk4MHz683R0bgUCAr68vQqGQRYsWPVcZvDlyEyNHjsTIyIjTp093+B5TWilgzL+DWTp2IH937XSDf+URGkmyc+dODh48SExMTLearFxbW4u3tzd9+upzNF2ZSRZ6LBxlLLH1FRUVsbKyIjo6mqysrHbJoxcXF7N//35GjhzJlClT5M5MByAQCLhy5QonTpxAR0eHhQsXYmNj0+zPjqKiIgUFBRw8eJB169Z1sLVyWkNaWhpPnjzB1ta26YN79qqrpxk6Gx6mw429EHcQFJVB3xYUm689paOjg62tLUZGRly5coWoqCi0tLTQ09Nrt8+yoqIi1tbWZGRkEBUVxdChQxs5NfVyE3fv3iUlJQUrK6tG6y9evJi//OUvaGpqdnjqSU1ZkZT8cgKTCljtYIpS5+rQlEdoJEV8fDwODg6cOnWK6dOnS9sciSEWizl+/DgikQidYRPZcCiWvatG4zxU8q2BNTU1HD58GD09PebMmdPqjSs7Oxtvb2+mTZsmH2PQAYhEooYhk0ZGRjg7O7dacLG0tBQjIyMuXLjQ7erVOgONCoJbQtb1uo6o9HDQHgCT3wf7ZXUOTgsQi8WkpqYSEhKCkpIS06ZNa9cORbFYTGhoKMnJyXh6ej53JlVtbS2HDh2iX79+zJw5s9HeFBAQwIIFC4iKimL48OHtZtvzuJhSyCqvaH5aNpJZtp1j6O//IS8KlgQVFRUMGzaMuXPnsnPnTmmbIzHEYjEXLlygoKAAT09P3jgST2zmY65ud0ZJUTqef3V1NUeOHEFXVxdXV9cWOzX37t3j1KlTL5Uxl9M6xGIxd+7cISQkBC0tLaZNm8aAAW2XYl+7di1paWmEhoa2g5Vy2pMXFgS3hLSLEPIvyLlRp13j9Ne6WVEtjC6IxWISEhIICwujT58+TJ8+vV1HlVy7do3IyEiWLXu+7tbTp0/Zt28f1tbWTJw4sdHzb7zxBmfPniUpKalDO/eEIjEO/wnF2lCbPavGdNg6HYDcoeloxGIxHh4eJCYmcvv2bWmbI1Gio6OJjo5mzZo1VIsUGf1ZECvHm/I/czqmVbu51NTUcPToUXR0dHB1dW127jw5OZlz586xePFijI0llzLrDhQXF+Pv7095eTkuLi6Ym5u3W+g/NzeXIUOGcO3aNWxsbNrlmnLajlgs5quvvmLTpk1NTq5uxsXqpnqHfgoFt6HfMJjyUV16qoXvI6FQyI0bNwgPD8fGxoYpU6a0W4nA7du3uXDhAkuXLn1uZ155eTl79uzBxcWFYcMa75PW1tbY2dlx9OjRdrHnRfz7fDJekelEfzSNXuqSqXVsB5r1i+5USTRZw9vbm4CAgG53d5iens6lS5fw8PBATU2NgMR8BEIxrvaSkfN+GSoqKixdupSysjJOnTqFSCRq8pzExETOnTvHsmXL5M5MO1JTU0NQUBB79+5lyJAhbNiwgcGDB7drTZKhoSGzZ8+Wt2/LGGVlZfTo0aPtzgzUOS2WM2HDZVi4F4Q14LMMfnOG1JA6h6eZKCoqMm7cON58800EAgE7d+4kPj6eFt7YPxcbGxvmzJnDkSNHyMnJafS8lpYWixcv5ty5c+Tn5zd6PiwsDH9//w4XjJxrZ4hAKCYgsbENnR25Q9NKCgoK2LBhAzt27KBfv37SNkdiPHr0iOPHj+Pu7t4gGuV3K5eBuurYDmi6O0USKCsrs2TJEiorKzlx4sRLnZqEhAQuXLjwUmVPOS1DLBZz+/Ztdu7cSUVFBZs2beKVV17pMFXnzz77jKCgIDIyMjrk+nJaTmlpafsLUPboUZdueuMazNsJT4rh0ALwmlVXa9MC1NXVcXV1xcPDg+joaLy8vJ7rZLSUoUOH4urqypEjR8jKymr0vIGBAbNmzcLb25snT54881y/fv347rvvWL9+PQUFBW225UXYDNDGtI86fjfzOmwNaSFPObUCsVjMnDlzKC0tJSIiQtrmSIzq6mr27NnD6NGjGyryHz6pYcxnwWyYNIj3Xx0qZQufpV58T0VFhQULFjT6Qk1ISCAwMJDly5d3K6e0IykuLub8+fNUVlYyc+ZMTExMJLLuzJkz0dPT4+DBgxJZT87LSUxMJDExkUWLFnXcIrX/p19z+Rsoz6sbpzBle52+TQuoL1QPCwtj2LBhODs7tzkNVV+P5+Hh8dyob2hoKA8ePGDFihWN9iVHR0d69eqFn59fh3VYfhOYws6wVK79dRp9tTqFWKg85dRReHt7ExUVxfnz56VtisQQi8WcPHkSY2Njxoz5/2KyC7fzEYrEzLaTveiGkpISixcvpra2tkEzop7bt2/LnZl2RCQSERERgZeXF5aWlqxfv15izgzAp59+ysmTJykqKpLYmnJeTHl5ecePpVBShbHrYEs8zPwSSlJh32zYNwceRDX7Mj169GDUqFG88cYbCIVCfv75Z+7du9cm04YMGYKbmxve3t5kZ2c3en7KlCn07NmT8+fPN0p3nT17lsjISI4dO9YmG17G3OGGiMTgf7trRWnkOjQtpKCgABcXF3744QfGjRsnbXMkRlhYGMXFxSxcuPCZQtvP/ZNRVuzBX1zaX6m3PahXFK6/Y7SysuLOnTv4+/uzfPnydu106K4UFRXh7e1NeXk5S5Ysafc6meZgaGiIv78/ycnJzJ49W6Jry2lMcnIyGhoaknFqFZXqhlyOWQsaenDnHFz/FR5cAV0z0DFq1mWUlZWxtLSkf//+nD17loKCAkxNTZ8riNccdHV16devH76+vpiZmT1TT6SgoMCQIUO4ePEiwDMdf2pqaujr6/Pmm2++cHRCW+mjqcr5hDyyHlbx2uhOUTco16Fpb7prqun27dsEBwezbt06NDQ0Gh5/XFnDqE+D2Th5ENtmyFa66c8IhUKOHz/O48ePKS0tZfny5fTv31/aZnVqRCIRUVFRXLlyhSlTpjBq1CipOrVhYWHMnz+fnJwc+dBKKXPy5ElMTU0ZMWKE5BcXVNUJ80V8VzcAc9AUmPJXMG6+cF11dTXBwcHcvXuXOXPmMGTIkFabk5KSgp+fH8uWLWtUp/fo0SP27NmDu7s7ZmbPDo3s6NTT1wEp/HQxlZj/mS4xZfc2IE85tTfdMdWUl5eHv78/Hh4ezzgzABdTihCKxEwfJvuOgaKiIqNGjaKwsBAdHR35xOw2UlRUxN69e0lPT2fdunWMHj1a6hG6KVOmYG5uzieffCJVO+TU6XO1S4dTa1DuCePfhLdvgcunkJ8Ae6bDwQWQFd2sS6iqqjJ79mzmz5/P+fPnOX36NE+fPm2VOZaWlsyePZsjR45QUlLyzHO9e/fG3d2d48eP8/Dhw2ee6+jU0/Rh+ojEEHqnsEOuLw3kDk0zqe9q+v7779HW1pa2ORKhqqoKHx8fZs+e/dxoRlByAX21VLGTke6ml5GXl8eJEydYunQpAwYMYN++fVRUVEjbrE6HWCzmypUr7Nu3D3t7+xeqo0qLL7/8kt9++63Rl4McyVJeXi49h6YeFXWY8BZsvQXT/wl58bBnGhyYBxmRzbqEmZkZGzduRElJiZ9//rnVnXRWVlZMmTKFQ4cOUV5e3miNSZMm4ePjg0AgaHi8V69efPvttx3W9WQ7QAd9bVWCkjquo0rSyB2aZiAWi1mzZg12dnasXLlS2uZIBLFYzOnTpxk6dOhzRaBqakVcSilimlU/evSQvdqZP/Lo0SOOHj3K7NmzGTRoELNmzWLo0KHs3btX/sXXAiorK/H29iYxMZG1a9fKRFTmz9SPrNi2bZu0TenWyIRDU4+KBji8XRexmf4vKEiCfbPq2r3vhzWpY1MfrZk7dy7Hjx/n4sWLzdK3+jMjR45kxIgRHD58uFG0Z8yYMfTr14+AgIBnHl+9ejW2tra8/vrr7aKV80d69FBgmpU+4feKeCoQNn1CJ0Du0DSD7phqun79OuXl5S+cTXUtvYSK6lqmWcl2UW1FRQWHDh1i0qRJDY6ZgoICkydPxsHBAS8vL3Jzc6Vspezz4MEDfv31V/r06cPq1atlOmX33Xff4e3tLdelkRICgQCBQEDPnj2lbcqzqGqCw5a6iM2rX8DDNDg4vy4ddTewScdm8ODBrF+/nszMTA4ePNgo0tIcJk6cyMCBA/Hx8aG2trbhcQUFBebMmUNaWhqJiYnPnNORqafpw/SprBFy5X5J0wd3AuQOTRM8fPiQjRs3dqtUU25uLuHh4bi7u79QDC0kuRA15R44DG7dYEFJUD/bycbGhtGjRzd6ftSoUcyePZvDhw+TlpYmBQtlH5FIRHh4OL///jtz5szBxcWlwwTy2otRo0bh7OzMO++8I21TuiUVFRVoaGjIXPSuAeWe8MrGunbv2d9AeT4ceQ12OUHyWXhJ9EVLSwtPT09MTU3ZtWsXqampLVpaQUGBV199FXV19Uain6qqqixcuJDz588/Ezn+Y+qpvSPK4837oK6i2GXqaOQOTRO8//77mJubd5tUU3V1Nb6+vsyaNatBCfh5hN8tYvygPqgpy+aXW72onoGBwUun/Q4dOpRFixZx4sSJbjePqynqo1tpaWmsX7++TZ0ekmbHjh0EBgZy69YtaZvS7ZBqQXBLUFara/V+KxZc/wtPH9eNVPh1IiSefKFj06NHDyZPnszChQvx8/MjKCjoGY2rpujRowdubm48ffq0kQ6NoaEhkyZN4vjx489cc/Xq1QwaNIgPPvig9a/3OagqKfLKoD5EpBa363WlhdyheQkxMTEcPXqU48ePS9sUiSAWizl79iyDBg3C2tr6hcdlP6okrfgJjkP6StC65iMWizl16lRD7rupO0UTExOWL19OUFAQ165dk5CVsk1WVha7du3C2NiYFStWdLro5KBBg1iwYAFbt26VtindDpmqn2kOSiowcgVsjgG3X+sUiH9fBT+9AvFHQSh47mkmJiasX7+eoqIi9u/f36Img3rRz5ycHMLDnx3bMHbsWLS0tAgODn7m8RMnTnDkyBFiY2Nb/BJfxsQheqQXPyHrYWW7XlcayB2aFyASiVi9ejWLFy9upA/QVYmLi6OwsJAZM2a89LiIe3Xe/MQhspluCg4Opry8HHd392ZP29bX12f16tVER0cTHBzc7gV4nYm4uDi8vb2ZO3cuU6ZMafb/oazx7bffEh0dzaVLl6RtSrdCIBCgoiLzuiaNUVSC4R7w5rW6IZg9lODURvhhJFzbVadv8yc0NDRYsmQJZmZm7N69m7y85ivvqqqqsmzZMm7evEl8fHzD4woKCsybN4/k5GRSUlIaHjczM2PRokWsWbOmVUXJL2KSRd2N6eV7nT9K0zl3Kgng5eVFXl4eu3btkrYpEqGwsJCQkBAWLlyIsrLyS4+9nFqMvrYqQ/rJnnjZrVu3SEpKYvHixS1W+OzVqxdr1qwhIyODM2fOtOum0RkQiUQEBAQQERHBqlWrOlWK6Xn07duXNWvW8N5770nblG6FSCTqtE4wAD0U64ZgboqEJT6gbQD+2+A7Gwj/GqoeP3O4goICU6ZMYfr06Rw6dKhRUe/L0NTUxMPDg6CgoGdGJPTs2RN3d3f8/PwoLS1tePy3334jNzeXffv2tfll1jNIT4MBvXpy+V7nHxvSid91HcfDhw959913+f7771ste92ZEAgE+Pr6Mn36dPr2fXkaSSgSE5lajOPgvjJX9JeTk0NAQABLlixBXV29VddQV1dnxYoVVFRUNNKF6MpUVVVx+PBhCgsLWbt2bZPvg87CZ599RlpaWrdJG8sCnd6hqUdBASxfhTUBsOo8GNpD6L/ge1sI+gQqni2ktba2xtPTk6CgIEJDQ5sd5e3Xrx+urq4cO3aMsrKyhseNjY155ZVXnikeVlJS4ttvv+Wdd97h0aNH7fQyFZg4RI+I1GJqhZ37Jq4LvOvanw8//BAzMzOWLVsmbVMkQnBwMP3792f48OFNHpucV8bjSoHMpZvKy8s5duwYc+fObfOwSRUVFTw8PFBTU+PAgQNUVTUONXclioqK2L17N/369WPZsmWy127bBjQ1Ndm6dSvbt2/vdhE3adFlHJp6FBTA1AE8j8OGcBg8FSJ31EVszr4LjzIaDjUwMGDdunVkZGTg4+NDdXV1s5awtLRk7NixjW6iHBwcUFJSIjLy/4UAPT09MTMz48MPP2y3l+gwWI/yp7Uk57W8FV2W6ELvuvYhLi6Ow4cPd5s7ugcPHpCcnMzMmTObFXG5ll7XNjhu0Is7oCRNfUfTqFGjGDq0fWZKKSoqMn/+fAYOHMjevXufCft2JdLS0ti3bx+Ojo7MmDGja30R/R/bt2+nsrKSb7/9VtqmdAu6nEPzRwyGw2v74K0YGL4YYg/U1dicWF8n2EddXc3KlStRV1dn7969z0RdXoaDgwO6urr4+fk1RHcUFBRwdXXl6tWrFBb+f0To+PHjHDp06Jnam7Yw1qxuP7+W3rn1aOTDKf+ASCRi1KhR2NnZsX//fmmb0+HU1NTwyy+/MGPGDCwtLZt1zsaDMdzOLSXiA+cOtq551Hc0CYVC3N3dOyQNFhUVxbVr1/D09OwyqRioGzrq7+/Pa6+9hqmpqbTN6VCOHz/O2rVruX///kvlCOS8mKdPn5Kens79+/d58OABmZmZVFRUUFtbi0AgoLa2ltraWh4/fkxtbS16enooKSk986OlpYWRkREmJiaYmppibm7eaEZcp6IsF67shBteIHgCg6fXifeZTkQMREZGcuPGDTw9PdHTazqqLRAI8PLywtraGgcHh4bHY2JiiI2N5fXXX29wFlesWEFCQgIxMTHt4kBO/ioMS30tdq1orNklAzRrY5c7NH/Ay8uL999/n7y8vG5RO+Pv78/Tp09xc3Nr1vFisZjRnwYz2aIv3y6272DrmkdUVBQJCQmsWbOmyWLmtnDr1i0CAwNZvHgxxsbGHbaOpLh27RqRkZEsW7YMfX3ZVntuL5ycnNDX18fHx0fapsgcVVVVXL58mZSUFLKzs8nJySE/P5+ioiIePnzIo0ePqKqqQlNTk169eqGnp0ffvn3R0tJqcFaUlZVRUlKivLwcoVBIr169GpyceofnyZMnFBUVUVxczOPHjykvL0dVVZVevXrRp08f9PT06N+/PwYGBhgbGzNkyBAmT54s+9PTKx9C9B64/mvdhG/DETBhC1i5Ep9wm+DgYDw8PDAyMmryUmVlZezevZs5c+ZgYWEB1O29hw4dwtTUlIkTJwJ1kWkDAwO++uorVq1a1eaX8JffbxKSXEDsx9Nlrj4SuUPTMkpLSzExMeGHH35gxYoV0janw3nw4AHHjx9n06ZNza6ZSCuqwPmbS3y+wJYlYwd2sIVNk5qayunTp1m7di06Oh0/IDM1NZWTJ0/i6ura7IiWrCEWiwkNDSUpKQlPT0+ZHmHQ3ty/f5/hw4cTFBTE+PHjpW2O1KiqqiI8PJzLly8TExNDcnIyubm56OnpYWhoSL9+/ejfvz8DBgzA2NgYExMTBg8ezMCBA5t103Dt2jUePnzIzJkzmzxWKBSSmZlJWloa6enpZGVlkZubS15eHoWFheTl5VFQUIC+vj6WlpaMGjWKiRMn4uTkJJtOjqAKbnpD1H/h4X3oZQLjN3NPaxynzgUyf/78ZnUPZmVl4e3tzapVqxqiwqWlpezatYuVK1c21Anu37+ft99+mwcPHrR5Dzx2I4v3fW8R9M4khujLnI6Q3KFpCdu3b+f06dMkJSVJ25QOpzWpJgCf6Ew+OJ5A8LuTGSzllu2ysjJ27drFa6+9homJicTWzcnJwdvbG2dnZ0aMGCGxddsDkUiEn58fhYWFLF26tHOH+lvJ1q1bCQ4O5tatW123zuMPvMh56du3L5aWlowYMQJHR0ecnJzazbmNjo6msLCQ2bNnt8v1KioquHTpEhEREdy4cYOUlBTy8/Nl28kRCSHlPET+ANnXoWdvSi0Xc/iuOg4z5jerASM2NpZr166xdu3aBkfyeamnYcOGMX/+fP7973+3yeSM4ic4fX2RT+fb4PmK5PbUZiJ3aJpLXl4e5ubmBAUFPZO37Kq0NNVUz7bfbxIsAyFJkUjE/v37GTx4cEP4VZIUFxdz+PBh7O3tmTRpkiyGZxtR35ovFApZtGhR5xQ+awdqamowMzPjL3/5S5ec9SQSibh27RoHDx4kODiYjIyMDnVenkdMTAw5OTm4urp22BovcnKMjIyYMmUKS5culR1RyMyrdV1RKecRK6qSoGiLYPQGRrkseulpYrGYkydPoqyszNy5cxse+3PqKTIyEhcXF+7fv0///v1bbaZYLGbMZ8FMtujHN4uadrgkjNyhaS7r168nPj6e69evS9uUDicjI4MTJ060KNVUz4zvwjHspYbX6rEdZF3zCAsLIzs7G09PT6k5E+Xl5fj4+NCrVy9cXV1l2kEQCAQcPXoUDQ0N5s+fL/PDJTuaY8eOsWHDhi5TIFxTU8OJEyfw9fUlPDwcgUCAg4MDCxYswM3NTeJpxbi4ODIzM5k3b55E162oqODMmTMN/w8ikQgHBwcWLlzIokWLpC9HUHQXrvwX8U1vEAoo6TOWPnP/hoKJQ11r+HOorq5m165dTJkyBRsbG+D5qacxY8YwcuRIfv311zaZuNrrOtmPqgh6d3KbrtMBNGujlwH3VbqkpqZy6NAhDh48KG1TOpyamhrOnDnD7NmzW/zhrqyp5V5hObZGvTrIuuaRnp5OXFwcbm5uUo2MaGlpsWrVKpSUlPDy8pLZtu6amhqOHDmClpYWbm5u3d6ZAVi0aBG2tra8+eab0jal1RQVFfHtt982RFs++OADtLS0OHToECUlJZw9e5Y1a9ZIpUaqR48eUtH80dTUZOnSpZw4cYLCwkLOnDnDgAED+Ne//oWuri7jx4/n3//+Nzk5ORK3DYC+FuD6XxS23kYwbjOaD2+hsG824l2T4dYxqK1pdEr9BG5/f/+GSds6Ojo4Oztz+vTphv/nAwcOcODAAe7fv98mE4cb9yK1qIKK6to2XUdadHuH5oMPPmDChAmdtsizJYSHhzNgwIBWvdak3DJEYrAb0PHFty+ioqKCkydPMn/+fJnIlSspKTFv3jzs7OzYvXs3mZmZ0jbpGeqdmV69ejFv3jzZCL/LCLt37+bMmTNcvXpV2qY0m6ysLLZt24atrS3GxsYcOHCA8ePHc+PGDR48eICXlxcuLi5S/z2rqKg0W1Cuo+jRoweOjo788ssvpKamkpSUxIwZMzh16hTm5uYMHTqUt956i3v37kneOC19VGZ+ivDtBC5puVH5uAhOrIMddnD5m7qOqT9gYGDApEmT8PX1pba2ztEYOXIkqqqqDVkFKysrJkyY0OZp3MONeiEWw+0c2bxBa4puvcPFxcURExPDjBkzSEpK6tIDCYuLi4mNjcXFxaVV59/KrnuD2xlJx6Gp15uxt7dn0KBBUrHheSgoKDB+/HjmzZvHsWPH2n0Sbmupd2Z0dXVxdXWV+pecrGFhYcHrr7/O+vXrZVpBWCQScfbsWZydnbGwsODatWusW7eO7Oxs4uPj+fzzz7GyspK2mc+gpaVFeblsKc6amZnx97//nevXr1NYWMi7777LnTt3sLOzY/z48Xh7e0v8faDRqy9jNv3EQe23iLf+CHFfSwj5J3xnXadAXJzacOzYsWPR0dFpmMCtoKDAzJkzuXz5MhUVFWRnZ7NgwQLi4uLaJLZXv7/fyn7cxJGySbfe5bZu3crYsWNxc3Pj8uXL7N69m/T0dGmb1e6IxWIuXLjAxIkT0dJqXTteQk4p/bXV6Ket1s7WNY/IyEgEAgFOTk5SWb8pBg8ezKpVq4iKisLf31+qX5L1NTO9e/dm7ty5naJoWRp8+eWXFBcX89VXX0nblEaUlpbyySefYGZmxqpVq7CysiIlJYXw8HC2bNnSLJE2aaGpqSlzDs0f0dbWZv369QQFBZGRkYGjoyPvvPMOAwYMYNu2bRQVSW5Io7q6OstXrCSqSJNLA9+BjZFgvQDiDsKPo+DIYki7hALg6urKnTt3GiZw9+3bl2HDhrFnzx5+//13xo8fz8iRI9m6dWur7emjqcqAXj25mS2P0HQqwsLCiIuLY+/evQwePJj169czfvx4/Pz8OHjwILm5udI2sd24c+cOZWVljB3b+mLehJxSbKSUbsrOzubq1assWLBApiMNenp6rF27lpKSEg4fPiyVGVC1tbV4e3ujra0td2aaQE1NjV27dvHpp5+SlpYmbXOAOg2XBQsWYGhoiJ+fHx9//DEFBQXs3LmTgQOlr/3UHDQ1NXny5EmniHjr6+vz1VdfkZOTw3fffUdkZCQmJibMmjWLsLAwidigoaHBihUrSExMJPzuQ5i/E95JhMkfQvYNOOAKv0ykZ/LvLJw3Gz8/P8rKykhMTCQ5OZknT54wb948Ro4ciZeXF7GxsVy8eLHV9lgbanMnr3njGmQN2f126EDEYjFbtmxh+fLlDbUYCgoK2NjY8OabbzJ06FCOHj2Kr68vJSWde7ZFTU0NAQEBzJo1q9UFodW1QtKLn2BlIHmxJYFAwKlTp5g1a5ZExPPaipqaGkuXLkVfX5/ffvtNond7IpGIkydPoqqqKq+ZaSZz5sxhzpw5eHh4SC2qVlNTw48//oitrS3Tpk1DVVWVK1euEBsby9q1aztdIbeSkhKqqqo8efJE2qY0mx49euDh4UFUVBQ3b97EwMAANzc3LCws+OKLLzr8tWhqarJixQri4+OJiYkBzX4wZXudY+P6XxCL4MxbGB2bjrtOAt6/fk1YWBgeHh64uroSGBiISCRCU1MTT09PtmzZ0mqHcmh/LTJKKnkqELbzq+x4uuWOd+rUKXJzc9mxY0fyzbLVAAAgAElEQVSj5xQVFRkzZgxvvfUW/fr1Y8+ePZw9e1amQ6gv4/LlyxgbG7dpVk9a0ROEIjEWUlCPDAsLo3///gwbNkzia7eWHj164OLiwuTJk9m3bx93797t8DXr04qVlZUyH8mSNX777TeysrL45ptvJLpuVVUV27ZtQ19fnx07drB06VLy8/M5evQodnZ2ErWlvdHS0qKiokLaZrSKIUOGsGfPHgoLC9m8eTMHDhygf//+bNy4sUO7GbW0tPD09OTixYskJyfXPaisBiNXwKZIWHWOsj7DMck5zdonP7BM6QJGgnSshw2jZ8+eREdHA/DDDz+QnZ3N6dOnW2WHZX9thCIxqYWd7/fX7XY9kUjEu+++y5YtW146r0lFRYVJkyaxefNmVFRU+PnnnwkKCupUdx0lJSXExMQwffr0Nl3nbkGdM2fZX7IOTVZWFgkJCc2SUJdFhg8fzpIlSzh79iwREREdGoK/fPkymZmZLF68uFvMIWtPNDU1+e233/jnP/8pkdSTUCjkP//5D8bGxgQFBXH06FHu3bvH9u3bu4x6sywWBrcUFRUVtmzZQmJiIv7+/ty8eRMTExM++ugjnj592iFr6urqNuwZDx48aHhcDISm1bC3Ygr5iwKotF+LWv4N2D8HhV8ccTMpJ+pSCBUVFSgpKfH222/z7rvvtirqaNm/LmtRv+93JrqdQ3PmzBkqKir4+OOPm3W8uro6Li4ubNiwgZqaGnbu3ElwcDCVlZUdbGnbqL9jd3R0RFtbu03XSskvR6mHAqZ9JLfZCgQCTp8+zcyZMzv1Jm9kZMTatWtJTk7mxIkTCASCdl8jNjaWuLg4li1bhpqadIq2OzuSSD2JRCJ2796Nqakpu3bt4scffyQ+Pp5XX321Q9aTJrJeGNxSHB0duXLlCocPH+bUqVOYmJjw7bffdsh7xdDQEHd3d37//XcKCgqorq7Gx8eHjIwM1q5di+GwcWjO/5obkw5wtd8yxAoKaF/8iM3VP5J3YB08esDHH39MWVkZfn5+LV7ftI8GKko9SMnvfL+/bqUULBaLsbOzw8XFpdXh5dLSUi5fvkxSUhKjRo1i/PjxqKurt7OlbefOnTuEhISwcePGNufg1+6PJvNhJYHvSE49MjAwkLKyMhYuXCixNTsSgUCAn58fxcXFeHh4tNnJrOfOnTucO3eOVatW0adPn3a5ZnflyZMnDB48mHfffZdt27a167VPnTrFhx9+SGlpKR999BFvvPFGl04LhoSEoKyszKRJk6RtSoewf/9+/va3vwHw6aefsnz58nZf4/bt21y4cAE1NTUGDhzIrFmznom+CoVCdu/ezdgxYxihW4Xw6s8o3DmLgoICChYz+SW2lp8Dkom/eavFzQGzdlymr5Yq+9dIVxX+D8iVgv9MWFgYWVlZfP75562+ho6ODnPmzGH9+vVUVlby448/EhISIpWOlhchFAoJDAxk5syZ7VJQeLegQqLTVzt7qul5KCsr4+bmhrW1Nbt37yYrK6vN18zMzMTPz48lS5bInZl2QENDo91TTxEREYwZM4bVq1ezePFiHjx4wObNm7u0MwNdL0LzZ1auXElaWhpbtmzhvffew8bGBn9//3ZdQ1tbG4FAQFVVFVOnTm2USlZUVGTevHkEh4RQpmuLoschUl79nXgNJ8RZ19ioEcCJKZncP7i1kVhfU5j30yS9uPOUV9TTtT9Vf+Jvf/sbbm5u7TJ3p1evXsydO7fBsfnvf/9LaGioTDg2MTEx9OnTp10E6GpqRWQ/qmSQnmTSPl0l1fS/7J13WFRn+r/vmaFXQamCNGkWlKIIYkONvXdjibFFjSWb7Hd3s9nNJpvNJhtb7D0qFmINiB0Ee6EovSmKShERkd7n9weBnwZEwBlmBr2vyytX4Jz3fYAz5zznKZ+nPgQCAb1792bkyJH4+vq+lQBWbm4uhw8fZty4cZiamkrQyncbSaWeYmJiGDhwIEOHDqVXr148evSIb775Rq5nfkkSRS4KbiwikYjPP/+chw8fMnr0aKZOnYqHhwc3b95867Xv37/Pr7/+yqRJk+jWrVvtYNk/YmxsTM+ePTlx4gRisRgH90Hc0h5KwrCjMH4Hler6dEzZDasd4bfFkBbeqP2t2mrw+HkRZRXyKzpZH++MQxMWFsadO3dYv369RNetcWzmz59PQUEB69evJzg4WGaOTVlZGZcvX2bgwIESWS8tt5gqMXTQb5m0miJ2NTUVOzs7PvroIy5fvszZs2eb/OAsKyvD19cXT09POnbsKCUr311qImjNSUuXl5ezYsUK3N3dMTY25t69e6xfv14uRnW0JK2hKLixqKmp8f333/Pw4UO6devGwIEDmTNnTrOfAXfv3uXIkSNMmjSJjh07MmjQIJSUlDh79my9x3t5eVFQUEBkZCQCgYCBAwcSdPEKVV0mYPpVNO67K3nafjDE/gbbvWFrP4jwgbLX14FatNWkSgyPn8t3regfeWccmq+//prBgwdL7caip6fH6NGjmT9/Pnl5ebWOjbSq4V/H9evXsbS0fKsx8i+T+qw67GjZAhGarKwsIiMjW1Wq6XUYGBgwb948srKyOHDgQKNvfmKxGD8/P4yNjenVq5eUrXw30dTUZMeOHXz77bfExsY2+rxbt27RqVMnTp8+zcWLF9m/fz9GRkZStFR+adOmDTk5OQohricpdHV12bJlS+3Ls52dXe2ogsaSkpLC8ePHmTp1aq3UhlAoZMKECaSkpFRr1PwBkUjE6NGjCQwMpLi4GBsbG7S1tbl9+zZaWlqYdB/EnKO58HkCDF8JFaXg/ymsdoAzf3tlxEINNff7B88UK+30Tjg0CQkJBAcHv/Vo9cagp6fHmDFjmDdvHnl5eaxbt46QkJAWcWyKioq4efMmAwYMkNiaqc+qPXSLttKN0IjFYk6dOkW/fv1aXarpdairq/Phhx9iYGDA1q1befz48RvPuXTpEnl5eYwcOfK9CrAUGTFiBNOnT2fcuHGUldWdgvwy5eXlLF++nAEDBjBy5Eji4uJwc3NrIUvlEy0tLYRCodxOoZcmDg4OhIeHM3/+fMaOHdvoaE1qaipHjx5l8uTJmJubv/I9NTU1pk2bRnBw8Cvt3DWYmJjg6OjIhQsXaqM0Fy9epLy8nC1btnDhwgUSHqRDz/mw+Dp8dApsBsKtbdUjFvaMgpij1c4OYPn7/f5B9vsIjdzx73//Gw8PDwwNDVtsT319/VrHJjc3l/Xr13Px4kWpOjaXL1+mc+fO6OvrS2zNB88K0VARYaClKrE16yMmJobS0tJ37kEgFAoZMmQIQ4cOxdfXl6tXr772rTY+Pp6IiAgmT578XmumBdi0aROqqqrMnTv3tcfURGXOnDnDxYsXWbNmjcIp+0oDgUCAqakpGRkZsjZFJgiFQv75z382Olrz7NkzDh8+zPjx47GwsKj3mLZt2zJ27FiOHDlCbm7d4ZHe3t7Ex8eTkZGBmZkZ7du359atWxgbG+Ph4cF3331XfaBAAJa9YdIv8FkceH8FOQ/gyMfVtTbnvkK/5CHaakrvIzTyxsOHDzl27Bjbtm2Tyf76+vqMHTuWjz/+mOfPn7N+/XouXbpEaWmpRPfJzc0lMjKSfv0k21r9KKeIDvoaUo0GlJaWcv78eYYPH97quz9eh4ODA/PnzycxMZEDBw7UEXB88uQJAQEBTJkypdkDRt/TNEQiEX5+fvj7++Pj4/PK995HZd6MiYlJq5qJ1xwaE60pKSnB19eX/v37Y2Nj0+B6HTt2xNPTE19f3zqRQ3V1dby9vTl16hRisRhvb2+uXbtGcXEx27Zt4+jRo3W7K7WNoO+fYXkkzDgKFp5wYzOCDW7sU/o37R+dhPKWLZt4G1r90+OHH36gW7dub7xQpE2Nd/3xxx/z7Nkz1q1bJ1HH5uLFi7i5uUm8RijjRQkmutIVa7t48SLW1tZ1wqzvGrq6usyePRtjY2O2bt3KgwcPgGqH79ChQwwZMuR9R1MLY21tzYYNG/j0009rW7nfR2Uax7scoXmZhqI1VVVVHDt2DEtLy0Y7xL169cLY2JhTp07V+Z6zszNisZg7d+5gYGCAvb09V69excbGBicnJ3788cfXGQkdB8GUfdXzowb+ExOyWZj9fXXU5uzf4an0R7i8LaJ//etfTTm+SQfLmtzcXGbMmMGxY8cwMTGRtTlAtfKwo6Mj9vb2xMfHc+bMGcrLyzE0NERZWblZa2ZlZREcHMyECRMknopYcz6JbuZ6DHKUTnHj06dPOXv2LFOmTHlnWlobQigUYm1tjaGhIcePH6e0tJQ7d+7Qrl27VitSJu9069aNuLg41qxZQ2JiIsuXL2fatGn4+flhZmYma/PkFhUVFUJCQvD09Hxf7wW0a9eOBQsWUFhYyNKlS0lOTkZNTY38/PwmzV8TCARYW1sTEhKCiorKKw0gAoEAY2Nj/P39cXZ2xtzcnICAAJycnHB3d2fp0qUsXbq0YUVxVS2w8OS/2X049NSckbZqEHkAbm2FlEsgVIa2NiBq3vOqmXzTmINadYRmz549mJub4+LiImtT6tCuXTvGjx/Pxx9/TF5eHhs2bODs2bPk5TV9bHtwcDC9e/eWuOx9aUUl2QVlGOtIJ0IjFos5ffo0ffv2fefaWt+EjY0NCxYsIC4ujqSkJHr37i1rk95pVq9ezYMHD9izZ8/7qEwj0dbWRiAQvJOFwa/j5WjN9evXWbZsGV5eXk2+llRUVJg4cSLnz58nOzv7le+Zmpri4OBAcHAwurq6dO/evTaCb2Zmxp49exq1h3EbDc4UOVAybhf8KR4GfQP5GXB8Aay0h4A/QVoEyFEnW6t1aMRiMStXrmTZsmWyNqVB2rZty+jRo/nkk08A2Lx5M/7+/jx79qxR52dlZfH48WOp5O+z8qrTYdJKOcXFxVFUVESPHj2ksr6iU1xcTGFhIc7OzuzatYvk5GRZm/ROEhsbi6urK507d6aysrLeLpP31OVdLwxuCFNTUz766CPs7e3x9PTkxo0bTV7DyMgIb29vjhw5UmdGnLe3N3FxcWRmZuLl5UVsbCz5+fksW7aMlStXNqqd3lhXHYDMFyWgZQheK2BpBMzyB7shcGc/bB8AW7zgxmYobNwzS5q0WocmODiYwsJCFi9eLGtTGoWOjg5Dhgxh6dKl6OjosGvXLg4fPvzGm8GVK1dwd3dvdrqqITLzqovBjKTg0FRUVHD+/HmGDRv2zhYCN0R5eTlHjhxh8ODBDBs2jEmTJhEQEMD58+frVQx9j3Q4evQonp6ejBkzhuvXr7Ny5UrmzZsnkdEV7wLvC4PrIhaLOXHiBB4eHgQEBPDJJ58waNAgduzY0eS1XFxcaNeuXR3RPQ0NDfr378+5c+fQ0NDAycmJ69evs2TJEgoKCggJCXnj2jUvsukvXipiFgrBuh9M2A6fJ8KI1SBSgTN/hVX2cGgWJAdClWzuUa32SbJ69WqGDBmicA/Lmgtx+fLlmJmZcfDgQfbt28eDBw/qeNXPnz/n7t27UuuueFLj0OhIvmU7LCwMIyOj17YovuucPn0aExMTunfvDoCFhQULFy7k6dOn/PLLL/W2bb5Hsnz99dfMnj2bVatWsX79eoRCIQsXLsTb25uxY8dKbSp3a+J9hKYukZGRFBQU4OXlBcA333zDnj17+Pzzz/n000+bdF0JBAJGjRpFSkpKHRFIZ2dnXrx4wb179/D09OT27duUlpbywQcfsHr16jeubahdfd/PLniNDpN6G+gxFxYEw6Jr1Ro39y/D/gmwtisE/RtyJDMTrbEo1tO+kaSlpREUFNTsidrygIqKCh4eHixbtoxOnTpx4sQJdu3aRWJiYq1jc+3aNVxdXSVeO1PD88LqC7mtpmQdmtLSUq5cuYK3t7dE120txMbGkpqayvDhw18pptTQ0GDatGl07tyZ7du3Ex8fL0MrWy9lZWWMGTOGLVu2EBgYyLx58175/r59+3j+/DkLFy6UkYWKg4mJCRkZGe+UYnBD5OXlcf78ecaMGfNK3cyECRO4du0aJ06cwNvbu0lzsFRVVZk4cSKnTp165UVHJBLh7e1NUFAQOjo6ODg4cOvWLVauXElgYOAbI2d6mtVNGjXPgQYx6gxD/1sdtZm8t/r/r6yGdc6weyTc3g+l0h+F0Sodmq1bt+Lg4NAqWlyVlJRwcXFhyZIl9OrVi5CQELZs2cKtW7eIjo6Wqvz986LqvGwbDcmms65du4aNjc07KwvfEAUFBZw+fZrx48ejqlrXkRQIBHh4eDB9+nTOnTvHqVOnqKiokIGlrZO0tDRcXFy4f/8+kZGR9X6+1NXVOXPmDIcPH2bjxo0ysFJxeF8Y/P8Ri8UEBATQs2fPekfTdO7cmaioKMrLy3FyciIpqfFt0qampnh4eNQOqayhZiZeXFwcvXv35tatWxgaGmJvb8+WLVsaXLONevV9P6cxDk0NSirQaQx8eLi6/dv7H5CXBn6LYaUdHFsA94KllpJqdQ5NeXk5GzZs4J///KesTZEoQqGQzp07s2DBAgYPHlyrKBsXF1enIExS5BSWoa2qhLJIcpdJYWEhoaGh9O/fX2JrthbEYjEnT57E2dmZ9u3bN3hs+/btWbhwIYWFhezcubPRReTveT1XrlzB2dm5VgytoXlodnZ27Nu3j7/85S9cvHixBa1ULAQCAR06dKjVVHqXuXfvHjk5ObWppvrQ1dXl8uXLDBo0iJ49exIQENDo9T09PSktLX1l3lPNGIQLFy6gp6eHhYUFERER/OMf/2DDhg0NPjuUREJ01ZV5XtQEh+ZldEyh7xfVhcQfnwOnKZB4BnzGVqekAv8FTxObt/ZraHUOjZ+fH6qqqowbN07WpkgFgUCAmZkZ5eXljB07lrt377Ju3TquXLki8bEKuUVltNGUbHTm0qVLdO3aFT09PYmu2xqIjY3l2bNnjVZ7VlNTY+LEibi6urJr1y6ioqKkbGHrZffu3QwdOpRPP/2UI0eONKrIfuTIkXz55ZdMmDDhfZFwA9jb2zcp2tAaEYvFBAUF4e3t/cYWbaFQyLZt2/jPf/7D1KlTWblyZaP2EAqFjBkzhuDg4FdSTzY2Nujq6nL79m28vLy4fv06Y8eORVVVFX9//wbXbKup0rQITX0IBNDBHUathS+SYNJuMOoCV9fBxp6wbQDc3AZFOW+3D63QoVm5ciWTJ0+WtRlSJTQ0FFtbWxwdHZk2bRozZswgKyuLdevWERQUVEc2v7nkFJWjryE5sbvnz58THR39XiCuHgoKCjhz5gxjxoxpkjiiQCDAzc2NmTNncunSJfz8/N44TPE9r7J582Y+/fRT9uzZ0+TI7pdffom3tzdDhgxpkQG0ioitrS0pKSnvdGo0NjYWoVCIo6Njo89ZsmQJJ06c4N///jfffvtto84xMDDAw8MDf3//V1JPAwcO5NKlSxgYGNCuXTuioqKYNGnSG50lPUk4NC+jrAadx8GHh6q1bYZ8D5XlcPrP1Skp3w8hPqB2SGZTaVUOTXx8PNHR0fznP/+RtSlSo7y8nJs3b74itGZkZMT48eOZP38+JSUlbNiwgZMnT751GuJFURm6EnRoQkJC6Nmz5zszTbuxNCXV9DqMjY1ZsGABYrGY7du3k5aWJmErWydr1qzh//7v/zh8+DATJkxo1hr79+9HRUWFSZMmSdi61oGGhgZGRkbcv39f1qbIhMrKSi5cuMCgQYOarJg8YMAAzpw5w5o1a/jyyy8bdY6npydlZWWvpJ7at2+Pubk5N2/exMvLi6tXr/Ldd98RFRXVYHOBjpoSBaVSckS1jcBjCSy6Ap9cAfeF8OgW/PphtXPjv6y6a6oJXV+tyqHZuHEjrq6urVp1NjIyEjMzs3onh+vp6TFixAiWLFmCuro6u3bt4uDBg/W2fDeGgtIKtFQlo4aalZXFvXv38PDwkMh6rYmmpppeh4qKCmPHjqVfv34cPHiQwMDAd/qt+E3897//5euvv+a3335j2LBhzV5HWVmZs2fPcuvWLf7+979L0MLWg52dHYmJkq2XUBQiIiLQ19fHysqqWed7eHgQGBjIli1b+Oyzz954/OtST97e3ly/fh1jY2PU1NRIT0/HxcWFTZs2vXYtDVUlCqXl0LyMcVcY8p/qqM2HR6qF+6KPwJ6RsKZzo5dpNQ5NRUUFPj4+/OMf/5C1KVJDLBYTGhpKz549GzxOS0sLb29vVqxYga2tLSdPnmTbtm1ERkY2SZStuKwSDRXJzIa6cuUKvXr1qrdz512mqKioWammhujSpQuLFi0iJyeHrVu3vo/W1MPXX3/Njz/+yKlTpxg4cOBbr2dkZIS/vz8///wzhw8floCFrYuaOpp3rX27qqqKK1euMGDAgLdax9XVlZCQEPbt28eiRYveeHxN6ikgIKD2d962bVs6duxIWFgYPXv2JDQ0lK+++oq9e/e+9sVHS0WJorIWFMkTKYHtYBi/Df58FybuApNujT691Tg0gYGBqKmpMXjwYFmbIjUePXpEZWVloz19ZWVl3NzcWLx4Md7e3kRFRbF27VouX75MUVHRG88vKq9EQ+XtIzTSFgBUZC5cuECnTp2anWp6HZqamkyaNOl9tKYevv32W9atW8fZs2cb7DhpKu7u7qxfv565c+e+L9D+A+3atUNFReWdE9lLSkpCV1dXIp9vJycnLl++zNGjR/n000/feLyHhwd5eXkkJCTUfq13797cvHkTW1tbnjx5gpubG6qqqgQFBdW7hoaqqGUiNPWhogFdJsB030af0mocmp07d9KnTx9ZmyFVQkNDcXNza3IeViAQYGtry8yZM5kxYwY5OTmsX7+egICAOoPNXqZIQhEaaQsAKirp6ekkJiZKTWBQIBC8j9b8gZUrV7Jq1SpOnTqFu7u7xNefM2cOc+bMYfjw4Tx58kTi6ysy72LaqeaeLSkcHBy4ePEivr6+/PnPf27wWJFIxLBhwzh79mxte7ahoSFmZmZER0fTvXt3wsLC6NOnDzt37qx3Dc3fIzSKEllrFQ5NQUEBAQEBfPNNoyaMKyQFBQXcvXu3Vgq/uRgZGTFmzBiWLFmCpqYmu3fv5sCBA6SkpLxy0VZUVlFWUfXWEZqCggJiYmKkKgCoiIjFYk6dOoW3t7fUHb330Zpq1q9fzzfffIOfn59Ua7nWrFlD9+7d6d+/f5MUX1s771r79rNnz3jy5EmtuJ2kcHR05MKFC+zcufONJRZWVlaYmZlx+fLl2q95eXlx7do1nJ2diYyM5KuvvuLEiRP1dsdqqIqoqBJTVqkYYz5ahUPj5+eHoaEhnTs3vnhI0YiIiMDR0VFiDz8tLS0GDBjA8uXLcXBw4MyZM2zdupU7d+5QUVFBcXl13vRtHZobN27QtWvX951Nf+D27dsIBIK3dlAbS0205pNPPnknozXbt2/nyy+/5MiRI1IXdRQKhRw/fpw2bdowePBgqQlfKhrm5ua8ePHinVENDgsLo3v37hKrjXsZJycnzpw5w/r169/Y1fvBBx8QFhZGTk61zouZmRl6eno8fvwYc3NzxGIxhoaG+Pn51TlXVan6/l9S/t6haTG2bdvGyJEjZW2G1KiqqiI8PJwePXpIfG1lZWVcXFxYtGgRgwYNIiYmhp9//plLl68CoCRsWnrrZUpKSoiIiMDT01NS5rYKiouLuXDhQp1ZTS2BlpbWOxet8ff357PPPmP//v0MGTKkRfZUVlbm/Pnz5ObmMn78+PeDLKl29GxtbVs0SlNeXk5OTg6pqakkJiYSHx9PbGwsUVFRREVFERMTQ1xcHAkJCdy9e5fMzEwKCwvfOsVSXl5OZGSkVOsGa5SEf/zxR7Zv3/7a43R0dOjduzenT5+u/blqWrddXV0JDQ1l+PDhbNu2rc65Nff/yirFSDlJ3nVsYZ48ecLNmzdbdWdBUlISOjo6mJiYSG0PgUBAx44d6dixI1lZWZy/dAMQERsbw1M7LQwMDJq8Zo0AYJs2bSRvsAJz4cIFHB0dpfr3bIiaaI2lpSWnTp1i27ZtjBkzRuKFyfJAfHw8M2fOZNWqVYwePbpF99bS0iIkJAQ3NzcWLFjAjh07WnR/ecTe3p6wsDCJvZxVVlaSlZVFeno6z549o6CggPz8/Nr/VlZWoqWlhba2Nurq6giFwtp/AoGAqqqq2n/l5eW155WWlqKlpVV7rpaWFrq6uhgbG2NqavrGiPP9+/cxNDSU+r3Py8uLPXv2MHPmTDp16vSKPtnL9OrVizt37pCYmIiDgwPW1tYoKSlRVVVFSUkJixYtomfPnmRlZb0iCSL63aGpUBCHXOEdGl9fX6ysrOrVZWkthIWFtWiHkKGhIYM/+IC/hwWhqa7O3r17MTIywsPDA2tr60ZFFWoEAGfNmtUCFisOWVlZxMXFNapLQdrURGtiY2M5ePBgbd2HNELksiAvL4+hQ4cybdo0mU3GNjIy4sKFC3h4eGBsbMx3330nEzvkBTs7u1rRz7Zt2zbp3Jedl/T0dDIyMnj69Cl6enqYmprSrl07jIyM0NbWrnVC1NTUmhUFraiooKCgoNbByc/PJzc3l+vXr5ORkYGKigomJiaYmJhgampax8lJTEzE3t6+yfs2h3HjxvH5558zbtw47ty5U+9QZpFIxNChQzl58iS2traIRCK8vLy4cuUKrq6upKSkYGlpia+vL8uWLas9732EpoXZunUrM2bMkLUZUuPZs2dkZGQwderUFt234vcL2MHejonT+hMdHc25c+cQi8W4ubnRrVu3BjVlGhIAfJcJCgrCy8sLdXV1WZsCtN5oTVVVFSNHjqRDhw4NCoe1BLa2tpw6dYpBgwZhYmLCkiVLZGqPLFFSUsLZ2ZmwsLBGpf9ycnJISkoiMTGRx48f1zovJiYmdO/eHSMjI1RUJKdm/rKdbdq0qTfCIhaLef78ORkZGaSnp9c6OWpqatja2mJnZ6Ej0Z0AACAASURBVEdSUlKLptq/+eYbIiMjGTJkCOHh4fX+TmxsbNDX1yc8PJyePXvi4OBAUFAQhoaGXL16lalTp7J169ZXHJraCE3le4dG6iQlJZGamsrnn38ua1OkRkREhNQKyxqixiMXCgW1N6Hu3bvz4MEDwsLCCA4OpnPnzvTo0QMjI6NXzq0RAGypegVF4eHDh2RmZsqlRH5ri9YsWbKE1NRUoqOjEQplXyrYs2dPfv31VyZNmoShoaFcXgMthaurK9u3b8fb27vOENCqqirS0tJITEwkKSmJoqIi7Ozs6NWrF1ZWVlJxXpqKQCBAX18ffX392kYUsVjM06dPSUpK4vz58xQWFnLhwgXs7e2xtbVtkReYQ4cO4eLiwtSpUzl27Fi9xwwcOJADBw7QvXt3VFRU6NGjB9HR0djZ2aGvr89PP/1EcnIytra2ANx5VK00nJ5bjLm+htR/hrdFMe9Wv7N37146derUavVNxGIxMTExfPjhhy2+d9XvxWOil8K1AoEAKysrrKysyM/PJyIigv3796Onp4ebmxuOjo4oKSk1WQDwXaBm2q48OwkvR2tq1KUVMVqzdetWDhw4wI0bN9DR0ZG1ObUMGzaMjRs38vHHH2NoaPjWoy4UFT09PczMzIiJicHZ2RmxWMzjx4+5ffs2SUlJaGpqYmdnx+jRo2nfvn2LF843B4FAgKGhIYaGhpSVlWFhYYGJiQlxcXGcPHkSExMTunTpQteuXaWmlq6iosLZs2dxdnbmX//6F//617/qHGNiYoKFhQU3btygb9++dO/enZCQEEaNGsXVq1fp1KkTPj4+tcMw80qqGwZKK97X0EidAwcOvFFcSJFJTU1FXV1dJmkb4e83kcrXVPtra2vTr18/vLy8SEpKIjQ0tPbDlJWV1SwBwNZMcnIyxcXFdOvWeBlvWaGlpcXkyZNfidb069evztu0PHLlyhU+//xz9u3b16TJxi3F7NmzyczMZOzYsVy4cAFnZ2dZmyQTevTowYULF6iqqiIsLIyysjJcXV3p06cPenp6sjbvrUhOTmbYsGF06NABZ2dnysvLuX//Pnfu3CEoKIiuXbvi5uYmlft6+/btOX78OEOGDKF79+6MHTu2zjHe3t7s2LEDNzc3NDQ06NSpE9nZ2eTn5zN9+nQ2bNhQ69D0szPgRGQ6lm0VQ3ZDYR2a+/fvk5mZydy5c2VtitSIiorCyclJJnsri6rD9G/KnYpEIhwdHXF0dCQ7O5tr166RlJREVVUV7dq1w8bG5p13bKqqqggKCsLb21su0h+N4eVozZkzZ9i0aRNDhgzB3t5ebv+eaWlpjB8/nv/7v/+r90YuL/zlL3/hxYsXDBw4kJCQEJl9xmVFdnY2ycnJPHnyhKioKAYNGtToZgN5p7y8nOzs7FcKc5WVlbGzs8POzo68vDwiIiLw8fGhbdu2tZFtkUgyQ4CherzB6tWrmT17Njdu3Kjj2Nekyi5fvsyQIUPo0aMHvr6+dOnSBYCMjAwePHiApaUlVbWlBxIzT6ooiJl18ff3x9raWi5yqtKgoqKC+Pj42ouspRHVVrc3PtTYrl079PT0cHJyqi04W79+PdeuXaO4uFhapso9MTExqKiotFjXgyTR0tJi4sSJjBo1iqCgIA4cOMCzZ89kbVYdysrKGDJkCF5eXvzzn/+UtTlv5Pvvv2fu3Ll4e3sTExMja3OkjlgsJjk5mb1797J7927U1NTo3bs3+vr6reqlJzMzEwMDg9emlXV0dOjfvz8rVqygZ8+ehIeHs3btWoKDgyV6j1ywYAHTp09n6NCh9QoZ9u3bl8jISF68eIGJiQk6Ojro6OiQkJCAlZUV/v7+wP+P0IveQo+sJVFYh8bX15dRo0bJ2gypkZSUVHuhyQJlUfUFXN6E6vaa8HGvXr1wdXVlwYIFjBs3jidPnvDzzz/j5+f3TqnTQvXvJCQkhIEDByr0Tdva2ppPPvkES0tLdu7cSVBQEGVlZbI2q5apU6ciFArx9W38IDtZ89NPPzFjxgz69+9PbGysrM2RGo8ePWLPnj2cO3cOZ2dnPvvsM7y9vfHw8CAhIaFRg3IVhYyMjEbpS4lEIjp16sTs2bOZNWsW+fn5bNiwgatXr0pMWXrjxo1YWFgwatSoOsKO2trauLq6cunSJaA6BXj37l2UlZUZPHhw7eeopttVpCD3LoV0aF68eEFERASfffaZrE2RGlFRUXTt2lVm+yvVpJyaEKFJTk5+RQBQIBBgbm7OuHHjWLp0KW3btuXIkSNs376d27dvvxOS8LGxsejo6GBpaSlrU94akUhE7969+eSTT8jNzWXTpk3Ex8fLfHCdj48PwcHBnDlzRuEitmvXrmXatGkMGDDglanIrYGnT5/i6+vLkSNH6NatG4sWLaJr16616RUNDQ3s7Oy4c+eOjC2VHBkZGfXqwDSEgYEBo0ePZs6cOaSlpbF+/XrCw8PfWl1aKBQSEBBAcnIyq1atqvN9Dw8P4uLiyM/Pp1OnTmRmZmJjY4O7uzvh4eG8ePGCst+LgWtGIMg7CunQnDlzBhMTk1arcVJcXMyDBw9kWtRYI6jUlAhNQwKAmpqaeHl5sXTpUvr160d8fDxr1qzh7NmzcpnCkARisZgrV67g5eUla1Mkio6ODhMmTGDMmDEEBwezf/9+mf0Ns7OzWb58OT/99FOTHyTywvr165kwYQJ9+/YlPj5e1ua8NS9evMDPz4/du3fToUMHli5dirOzc731Yz169CAsLEzmTrGkSE9Pb7YCeLt27Zg8eTJTpkwhJiaGTZs2ERcX91a/Gx0dHbZv3863335LSkrKK9/T0NCgW7duXL9+vVaao6ysjEePHmFiYsLZs2cp+X2mn5qKYrgKimHlHzh06FCre0i8TGxsLDY2NjJtR1dVEiIUQHFZZaOOz83NJS0t7Y0DQoVCIXZ2dkyfPp358+cjFArZtWsXPj4+xMbGtqq5QsnJyQiFQmxsbGRtilSwsrJi4cKF2NjYsHPnTgIDA1s8DTVr1ixcXFyYN29ei+4raTZv3szkyZPp06ePwtbUVFRUEBQUxNatW9HW1mbp0qV4eno2KFPQvn17VFVVSU5ObkFLpUNFRQU5OTlv/aLdvn17Zs2axdChQ7l8+TI7d+4kMzOz2euNHDmSkSNHMnXq1DpRH09PT+7cuUNxcTGurq7Ex8fTrl07evbsyaFDhygqq0AkFKAiUgxXQTGsfIny8nLOnDnDn/70J1mbIjWio6Nl3vkgEAjQVFGioLRxDkZ0dDSdOnVqksaKnp4egwcP5rPPPqNbt26EhYWxZs0azpw5w5MnT5prulzwcnRGkWtn3oRIJMLDw4NFixaRl5fHxo0biY2NbZE3bh8fH65fv86+ffukvldLsGHDhtqamqioKFmb0yTS0tLYunUrz549Y9GiRXh7ezfqhUwgENCnTx9CQkIUPkpTUFCAhoaGRHSmambrLViwAFdXV3x8fAgJCaGysnEvmH9kx44dPHr0qE7qSUdHB3t7e27duoWenh4GBgYYGRnh6enJ6dOnKSwpR11ZpDD3MIVzaK5cuYKmpiYuLi6yNkUq5OXl8fTpUzp27ChrU9BUVaKwEQ6NWCx+KydMSUkJJycnZs+ezdy5c1FWVmb//v1s376dsLAwSkpKmrWuLHn48CGFhYVyqYUiDbS1tRk/fjzjxo3j0qVL7Nu3j+zsbKnt93KqydjYWGr7tDRr165lzpw59O/fn9u3b8vanDdSUVFBYGAgBw8epF+/fkyaNAltbe0mreHo6IhAIFD4wuj8/Pwm/+xvQiAQ4OzszMKFC0lPT2f79u3NitZoamq+NvXUu3dvbt26RVlZGV27diU/P5/i4mK0tLR48CgdNWXFqJ8BENWnJtgATTpYGqxevRqRSNRqhx5GRUWhrKxMp06dZG0KB289REddmRFODdcm1OhJfPDBB2/tyaurq2NtbY27uzu6urrEx8dz+vRpsrOzUVdXR1dXVyHeFk6ePImLi4vC1nU0lzZt2uDi4kJJSQm//fYbRUVFmJubS1RnA2DChAkYGRmxdu1aia4rD3zwwQfk5uaydOlSPDw85LagPC0tjf379yMUCpk2bRpmZmbN+mwKBAL09PQ4d+4cbm5uCqPV9EfS0tLIzc2VitSGqqoqXbp0QVlZmePHj1NeXo65uXmTfld2dnZER0ezfft25s6dW/u30tDQID09naKiIrp27crZs2cxNTUlIyODLHVzVHXaMae3zFXfv2nMQQp15YjFYg4fPsyCBQtkbYrUSEpKws7OTtZmAKClqkRB6ZtDnFFRUXTp0kWijoZQKMTW1pbJkyezdOlSDA0NCQgIYMOGDVy+fJn8/HyJ7SVpMjMzefLkiczThrJCJBLRq1cvFi1aREFBARs3biQmJkZiKQUfHx9u3LjRalJN9fHf//6Xv/71r4wcOZLDhw/L2pxXqC8qo6Wl9VZrWltb06ZNG4WISr2OgoKCt/49NIRAIKB79+610ZodO3Y0OVrzutSTl5cX169fR0VFBUtLS7S0tOjTpw8PM56iqao4ERqFcmiSkpIoLCxk4sSJsjZFKpSWlvLw4UO5SDdB41JOVVVVxMTESPXhrampiaenJ4sXL2bcuHE8f/6cTZs2cfDgQRISEpqdV5YWt27dokePHnI7s6ml0NbWZty4cYwfP57Lly/j4+PD06dP32rN1ppqqo+//OUvbNiwgTlz5rBx40ZZmwNUP7T37NlDdnY2n3zyiURfZAYOHMjFixflSt+oKUgj5VQfOjo6TJs2DXd3d3x8fIiOjm70ua9LPZmYmKCnp0diYiJOTk68ePECDQ0NqpTUUEVxGjUUyqEJDg6mQ4cOChuSfBP37t3D3NxcasPLmkobDWVyixq+uTx48AAtLS0MDAykbo9AIMDMzIzRo0fz2Wef4eDgwPXr11mzZg3nz5+Xas1GYykpKSE+Pv6dndFTHxYWFixcuBB7e3t2797NuXPnKC0tbdZaM2fObBVdTY1l9uzZHD58mL/97W989dVXMrWlpoajY8eOTJkyReLRCFNTUywsLLh586ZE120ppB2heZmaaM2sWbO4cOECgYGBjdateV3Xk5ubG6GhodjZ2fH06VM0NTVR1dajJE9xZDUUyjM4ffo0Hh4esjZDashTuglAX1OFnMKGHZro6GiZCACqqKjg7OzMnDlz+OijjwDYs2cPu3bt4vbt2zJ7y7tz5w4dO3ZssRuboiAUCnF3d2fRokUUFRWxYcMGQkNDmxRdexdSTfUxbNgwAgMD2bJlC3Pnzn1rwbXmEBMTw/79+xk6dCj9+vWTWh3bgAEDuHHjhkKOSqmoqGjxAa5GRkbMnz+ftLQ0fH19G/2iUF/qqWYe3/Pnz3FwcEBbWxuhug5P01KlZb7EURiHRiwWExISUvvwam1UVVWRlJQkV/N+9DVVyS0up7Kq/tqH8vJyEhISZDZvqoZ27doxePBgVqxYgaenJ4mJiaxZswZ/f38ePXrUYu2gYrGYsLAwevTo0SL7KSJaWlqMHTuWadOmkZCQ0Oj6mvLycv7617/y7bfftvpUU3307NmTmzdvcu7cOUaPHt1iKttisZigoCCCgoKYNWuW1Lv22rZti6OjI5cvX5bqPtKgqqpKJtkDDQ0NZsyYga6uLjt27CAnJ+eN52hqarJhwwa+//57CgoKgOraN2dnZ8LCwn5PO+VRKVLl8b1EhWmpVxiHpkYWvLUK6j169AhdXV10dXVlbUotbTVVEIvh+WvSTnfv3sXExKRF8saNQSQS4eDgwNSpU1m8eDH6+vr4+fmxceNGLl68yPPnz6W6//379xGJRJibm0t1n9aAqakpM2fOZOTIkVy/fp1t27Zx9+7d1944//e//6GhocGSJUta2FL5wcbGhrCwMO7du0ffvn1rH0TSorS0FF9fXx49esS8efMwMjKS6n419OvXjzt37pCXl9ci+0mKqqoqmXVgikQiRowYgbu7O7t27arTml0fEyZMoGPHjvztb3+r/ZqrqytRUVGYmppSUFqBGAGCskISExOlab7EUBiHJiQkBDMzM1mbITXkLd0E1Skn4LVpp8TERBwcHFrSpEajra2Nl5cXS5YsYezYsRQWFrJjxw527txJaGioVAbi1URnFKGtXF6wtrZm3rx5eHl5cfr0afbu3cvjx49fOaawsJDVq1fz/ffft9r6ucZiZGREaGgoUD02QFoClEVFRezevRttbW1mzpyJpqamVPapj5rBiSEhIS22pySQh8+9m5sbkyZN4tixY40qFl61ahW//PJL7XWkq6uLpaUlMTEx6JtaAGCgq6EwfwuFuTucOnWK3r17y9oMqZGYmChX6SaojtAAPCuo69BUVVWRnJwsd07YH6kpJB4+fDh/+tOfqlsRHz5k3bp1HDx4kJiYGImE7/Py8rh//75MB4oqKgKBgM6dO7N48WK6dOnCoUOHOHToUG2R9z/+8Q86dOjApEmTZGypfKClpcWlS5ewsbGpfaOWJDWdTB07dmTEiBES1xBqDL179yYpKYm0tLQW37u5CIVCmdQ3/RELCwtmzZrF+fPn39gG37dvX9zd3fn888+B6hRjhw4dOH/+PNF3HwJgrKPGqVOnpG63JFCIvlKxWMzFixc5ffq0rE2RCs+ePaO0tLTZQ82khaFOdbfVk7y6Sr2PHz9GW1ubNm3atLRZzUYkEmFnZ4ednR2lpaUkJCRw584dTp48ib29PU5OTlhaWjYrChAZGUnnzp3lpkNNERGJRLi6uuLk5MTNmzf55ZdfMDMzY/v27fj7+8vaPLlCWVkZf39/PvvsM7y8vNi5c6dEHL68vDz27t1L165d6devnwQsbR5qamoMGTIEPz8/FixYoBASCEKhUG4kJAwNDZk9ezZ79+6loqKiwbq+n3/+GXd3d44fP05GRgZisRihUEiXHl4EXMzE2liPXwP2IRaL5SIK1RDyf5UAcXFxCASCVhuhSUlJwcbGRu4uFhNddQDSX9TtOJDHiFJTUFVVpVu3bnTr1o38/HxiYmIIDAwkPz+fLl264OTkhLGxcaP+JmKxmKioKEaNGtUClrd+lJWV8fLywtXVlalTp2JjY0NFRQXFxcWoq6vL2jy5QSgU8vPPP9O9e3c+/vhjIiMj+e6775q9Xn5+Pnv27MHZ2VkuahW7dOlCXFwcFy9eZODAgbI2542oq6vLVXdW27Zt+eijj9izZw9CoRBXV9d6j1NXV8fFxYXVq1fj4+ODhYUFISEh+CdXp6EcLE1RVVUlPj5eLhTsG0IhUk4hISGtutAyNTVVLuXNNVWV0FFTIiO3boRG0R2al9HW1sbDw4MFCxYwa9YslJWVOXToEJs3b+by5cvk5uY2eH5mZiYVFRWt+hqVBZmZmQQGBrJx40ZKSkpYv349ly9fbrEOH0Vhzpw5BAYGsn37dkaNGtWs2WeFhYX4+PjQrVs3uXBmoDoVOWLECG7fvq0QqSdtbW25UzDX09Nj1qxZXLp0iTt37rzyvdLSUk6cOIG/vz///e9/iYiIIDs7G4FAgJOTEykZz1BXEqAqFNO+fXuFqKNRCIfm1KlTcvMhkzRisZgHDx7IpUMDYNpGnYw/RGiePXtGWVmZ3KXIJIGBgQHe3t4sW7aMkSNH8uLFC7Zt28Yvv/xCeHh4vW9gUVFRdO3aVe4ibIrOihUrGDRoEL1792bUqFF8/PHHZGZmsn79esLCwuQmvC8PuLu7ExUVxaNHj3BxceHRo0eNPre4uJh9+/bh4OBA3759pWhl09HS0qpNPVVUyLdirba2ttQ7z5qDvr4+M2fOJCgoiJiYGKBaxHXz5s2IxWIWLVqEl5cX06ZNY8WKFUB1dKdUqE5bDSVevHiBjY2NQtTRyH3KqaqqikuXLhEYGChrU6RCdnY2ysrKcluLYtpGnfQ/RGgSExOxtbVt1Q9wgUBAhw4d6NChA8OGDePu3btERUVx/vx5rKys6Nq1K3Z2dgiFQmJiYpg9e7asTW5VREVFERgY+EqnRrt27Zg0aRJpaWkEBQVx/fp1BgwYQOfOnVv1tdhYajqgZsyYgbOzM0ePHn1jHUxlZSWHDx+mQ4cODBgwoIUsbRqKknrS0tKSuwhNDe3atWPGjBns3buXxMREHj58yKhRo14Zs/O///0PS0tLzp07xwcffEC5ijYalaUYGhpiYWHBjh075L6ORu4jNHfv3kUgEODu7i5rU6SCPEdnAEx01erU0MibAKC0EYlE2NvbM2nSJFasWIGdnR1hYWGsWrWK/fv3y7VDqqgsW7aMiRMnYm1tXed77du3Z9asWQwfPpxr166xfft27t27JwMr5Q9lZWV+/fVX/vSnPzFixIg3zoA6d+4cIpGIIUOGyO2DSlFST/KYcnoZAwMDTExMiIuLY/r06XVmBurr67Nw4UK++OILALJLQKnkOba2trRv3x4VFRXu3r0rC9Mbjdw7NOHh4S0m6CQL5N2hMdfXILeonLyS6rqF4uJiMjIysLKS+Th5maCmpoazszOzZs1i0aJFlJSUIBaLWbVqFcePHycxMVHuQ+PyztWrVwkPD2flypUNHmdjY8P8+fPp3bs3p06dYu/evTx48EBhVE2lyZdffomvry9///vfmT9/fr3txOHh4dy7d48JEybIvb6PIqSeahwaebz+qqqqOHbsGFVVVfTr14/ffvut3lq0b7/9lvT0dPYePMyL4go66GugpKREaWkpRkZGhIeHy8D6xiPfVzFw8+ZNbGxsZG2GVKipn7GwsJC1Ka/Fql21oNaD7EKguoDZ3Ny8xWeWyCPq6urk5OQwd+5cFi9eTPv27bl+/TorV67k2LFjJCQkvC9gbQY//PAD48aNa9TA0z9q2Jw4cYJdu3aRmKg4cu3SYuTIkdy6dYugoCB69OjxSl3Nw4cPCQ4OZtq0aaipqcnQysbTpUsX2rZty8WLF2VtSr2oqakhEonkLkojFos5ceIExcXFTJ8+nT59+mBoaIifn1+dz4i6ujpz5sxh3a4DADjbmvHgwQNEIhFGRkbcuHFDFj9Co5F7h+bKlSsy1UOQJk+fPkVFRUWu0xU1Ds393x0aeXfAWpL79+9jZGSElpYW2tra9OzZk48++oglS5Zgbm7OzZs3WbVqFUePHiU+Pv69c9MIsrOzCQoKekWOvTGIRCJcXFxYsmQJ7u7uBAcHs2XLFqKiouRC7ExW2NnZERsbi5WVFU5OThw9epQXL15w+PBhxo4dS9u2bWVtYqOR99STQCDA1NSU9PR0WZvyCoGBgWRnZzNlyhSUlJQQCASMGjWK3Nxcrly5Uuf4L774gruZLwDo1dmG1NRULCwsMDU15dq1ay1tfpOQ66LgqqoqYmNjOXjwoKxNkQrynm4C6KCvgUDwqkMzcuRIGVslHyQmJtarlKytrU2PHj3o0aMHBQUFJCQkEBoaip+fHx07dqRTp07Y2tq+j3LVw6pVq+jatWuzhyAKhUK6dOlC586duXv3LleuXCE4OBhPT0+cnZ0VQqBN0qirq3PkyBG2bdvGRx99RJ8+ffjyyy/r1FAoAlpaWgwdOpTjx48zb948uYsumZiYkJGR8cpIGLFYTGlpKfn5+eTn51NQUEB5eXmtoy0UChEKhWhqaqKtrY2WlhaampoSSQPevXuX2NhYFi5ciIqKSu3XlZSUmDJlCtu3b8fAwOAVe42MjLBz8SQLsDHRw8zMDE1NTaytrQkICJDZEM7GINef7rt376KsrIytra2sTZEKqampcj86QE1ZhKmuOg+yCykqKuL58+etsl27qYjFYpKSkt44/V1LSws3Nzfc3NwoLCwkPj6e8PBw/P39sbGxqXVuXr7ZvKtUVVWxd+9efvjhh7deSyAQYGtri62tLQ8fPuTq1atcunQJd3d3evTo8U4qOi9YsICqqir+97//8cknn+Dn56eQ6fwuXbrw6NEjjh49yrRp0+Tq4WpoaMiNGzdQV1cnIyODjIwMnj9/jkgkqo3kamlpoaysXGu3WCymsrKSwsJCCgoKyM/Pp7i4GE1NTYyNjTExMcHU1LR2EHBji7dLSko4ceIEo0ePrleQUltbmylTpnDgwAGMjY1fyRTYuXqRmZyNkrgCe3t77t+/j6qqKpqamty7d09un8ly7dCEh4djaGgoazOkxsOHDxk0aJCszXgjVu00uZ9dSGpqKh06dJDJbBd5IyMjAzU1tSaF7DU1NV9xbhISErh9+zYnTpzA2tqaTp06YWdn9846N8ePH6eiooIPP/xQouvWtN8/efKEq1ev8vPPP+Pq6kqvXr1adOiirElOTqa0tJSoqCgWLVqEi4sLGzZsYObMmbI2rckMGTKEffv2ERgYyAcffCAzO8RiMVlZWSQmJpKUlMSTJ0+oqqrC2NgYCwsLPDw80NfXb/JnurKykvz8fDIyMkhPTyc0NJSMjAyUlJSws7PD3t4eS0vLBiOO586do2PHjg06re3bt8fDwwN/f39mzpxZ6yzlC7UQFcazbds2Zs2axcWLF1FSUsLAwIDw8PD3Dk1zuHnzpkKGRRtDfn4+lZWVcl0/U0NHQy0OhT0i5X7e+/qZ33lduqmxaGpq4urqiqurK0VFRSQkJBAZGUlAQABWVla1kRt5C6lLk7Vr1zJ9+nSpvXEbGRkxfvx4nj9/ztWrV9mwYQNdu3bF09NTIT6Hb0NJSQkBAQGMHTsWLS0tfHx88PHx4dNPP+Xs2bPs2rVLoRxpoVDIxIkT2bFjB0ZGRnTr1q1F98/KyiIiIoLExESgulbJ29ubDh06sHbtWvr06YOurm6z1xeJRLRp04Y2bdrUpl/FYjHZ2dkkJiZy6dIljhw5grW1NU5OTrWaWDXcvXuXlJQUFi1a9Ma9PD09SUhIIDw8HDc3N6qqxCRnFdDFXJ+tW//HsmXL0NbWRkNDA319fW7cuMHUqVOb/bNJE0ETOwFatG3Azc2NZFXtPQAAIABJREFUCRMmNLlAUBFITEysFcGSd3xvPeSvx6JZaJrGzPHDMTMzk7VJMmfLli0MHz6cDh06SHTd4uJiEhISiI+PJzU1lfbt22Nvb4+dnR16enoS3UueSElJoXPnzty/fx9jY+MW2TM/P58bN25w+/ZtbG1t8fLyalRnlSLi5+eHkpISI0aMeOXrKSkpjBkzhtLSUvz8/JpduyQrsrKy2LNnD9OmTZP6famyspL4+HhCQ0PJycnBxcWFTp06YWho+Eoa6OjRo1haWr52dpKkKCwsJCkpiYiICPLy8nB1dcXFxQVlZWU2bdrE6NGjG51SfPr0Kbt372b+/PnkV6nQ53/BfD3CjmXDXTh37hwlJSWkp6dz7tw5EhMTZdHt1Kg8m9xGaFp7QXB6errC1KLYG2sD8CC3AlNTUxlbI3tyc3PJz8+Xyg1UXV0dZ2dnnJ2dKSsrIyUlpfaNTEtLC3t7e+zt7TE1NZVbIbTm8MMPP9CnT58Wc2aguoZg8ODBeHl5ERoayp49ezAzM8PLy6tVOe1JSUk8ePCg3rd1a2tr7ty5w5IlS+jZsydfffUVf/7zn+WqLqUhDA0NGT16NIcOHWLevHno6OhIfI+ysjJu3rzJrVu3MDAwwN3dHXt7+9em3u3s7IiJiZG6Q6OpqVl7r8jMzCQ0NJSNGzeip6eHoaFhk+qjDAwMalNPpm7VKbyu5m0ZPXo0P/74I5s2bSI6OhpTU1NOnTolt4XBcuvQtPaC4IyMDLp37y5rMxqFnZE2AqBCy1AuL+KWJjk5mY4dO0r9d6GiooKDgwMODg5UVVWRlpZGYmIifn5+FBcXY2tri729PdbW1grdMVVeXs7hw4fx9fWVyf7q6ur07dsXDw8PIiIiOHLkCPr6+nh5eWFlZaXQjmNxcTEBAQGMGzfutSklkUjEli1bGDVqFPPmzePo0aP4+vrWq9Isj9jb25OVlcWvv/7KRx99JLHPQmVlJbdv3+bSpUt06NCBWbNmNSqC17FjRwICAigvL2+xz6WxsTGjRo1i0KBBrF+/nmfPnhEQEEC/fv3Q1tZu1Bo1qafgiOo0mq2RNn/5y1/w8PBATU2N8vJydHR00NLSktvCYLl9OrX2guCMjAyFiXZoqirRTh3yhI37YLR2Hjx40OJKyUKhEHNzcwYNGsTixYuZM2cOBgYG3Lhxg5UrV+Lr60tERIRcDsd7Ezt27EBfX58hQ4bI1A5lZWXc3d1ZunQpTk5OnD59mh07dhAXF6ewWjbnzp3D3t6+UdfriBEjSE5OxsbGhm7duvHjjz8qzM/t5eWFvr4+J06ckIigYnx8PJs2bSI+Pp6pU6cyceLERqcj1dXVMTU1JSUl5a3taCoZGRloa2uzbNkyVFRU2Lx5M0FBQZSVlb3xXKFQyJgxY7iV9BhjHRV01ZVxcnLC0dGRNWvWYGVlhY6ODvr6+nKrGCy3Dk1UVBTm5uayNkMq1BQEv03RWEvTTqmUjGLFfVOVFPIyHV1fXx8PDw9mz57NihUr6NSpEykpKWzcuJEdO3Zw+fJlsrKyFEItd8uWLcyZM0fWZtQiEono3r07ixcvxsvLixs3bvDzzz9z8eJFuVOBbYjHjx9z7949Bg8e3OhztLS0OHjwIL6+vqxdu5ZevXrJ5MHcVAQCAaNHjyY7O/utxN8KCws5fPgwFy5cYMSIEcycObNZL5729va1BcMtSVhYGD169EBTU5MPPviAhQsXkpuby9atW0lNTX3j+QYGBuQp6dFWWFT7tSVLlrB3714sLCxQUlJCR0eHqKgoaf4YzUauHZquXbvK2gypkJ6erlA1EGKxGK3y56S9+P8znd5V5FHdWV1dHScnJyZOnMgXX3yBt7c3BQUFHDhwgHXr1nHmzBlSUlKorKyUtal1yMzMJDExkSVLlsjalDoIBAIcHR35+OOPmTZtGnl5eWzatIkjR47I/cwosVhMYGAg/fv3b1b3kiJGa5SVlZkyZQo3b95sljMRGxvL5s2badOmDQsXLnyrlFuNQ9OSn7m8vDzu37//ynNTV1eXCRMmMHjwYI4cOcKZM2caVCzPKynnSZEY7bLntYrHM2bMICcnh8LCQvLy8mjbti3R0dFS/3mag9w6NAkJCa12wnZGRobCFAQDPH/+HDP1SsRAzOMXsjZHpshDdKYhRCIR1tbWDBs2jOXLlzN16lQ0NDS4cOECK1eu5OjRo0RHR1NUVPTmxVoAHx8fHB0d5b6Dq6ZGYfny5Zibm3Py5Ek2b97MrVu3KC0tlbV5dbh37x6FhYVvVaeniNEaXV1dpkyZgr+/f6MnsJeVlXH06FFCQkKYOnUqgwcPfmtF6ZrC3Pj4+LdapylERkbSpUuXekUjHRwcWLx4MUVFRWzZsoXMzMx614hNywNgoIstQUFBwP9Pxf7222+IRCLatm0rt9eBXDo0VVVVPHr0iAEDBsjaFKmgSB1OUG2vk1l1euzO41wZWyNb5N2heRmBQICRkRF9+/Zl3rx5LF68GEtLS2JiYli3bh07duwgODiYhw8fyuzt29/fn+HDh8tk7+agpqaGu7s7ixcvZtiwYaSmprJ27VpOnjzJkydPZG0eUB2dCQoKwtvbWyKF64oWrWnfvj2TJ0/m2LFjPHjwoMFjc3Nz2bVrF0pKSixcuFCi3W09evQgLCxMYuu9icePHzdYK6Wurs748ePp378/Pj4+xMXF1TkmOq36/j6mrwu5ubm1jsvYsWM5e/YslpaWGBkZ8eLFC7m8BuTSoXn8+DEqKioKUzTbVBSpIBiq7bUxN8GyrQaRj95dh0YsFpOamqowDs0f0dbWxtXVlWnTpvHFF18wcOBAKisrOX36ND/99BOHDh0iPDyc3NyW+RuXlJQQHh7O7NmzW2Q/SSIQCLCysmLSpEksWrQITU1N9u/fzy+//EJMTIxM03sxMTGIRKJX5vO8LS9Ha37++We6desm15OXLSwsmDhxIocPH35lyvjLpKamsnPnTrp3787o0aMlPufL3t6enJwcsrKyJLru62jsc6Vr1658+OGHnD17lpCQkFdSp9FpebRvo46hjjoDBgwgKCgIsVjMhx9+yL1799DR0UFXVxdNTU25HBAqlw5NUlKSXNUoSJKSkhJKS0sVqiC4puanm3kbIh+9uymnp0+foqqqqlB/u9ehpKSElZUVgwYNYuHChSxZsgR7e3tSU1PZvn07GzZs4PTp0yQnJ0ttSvjRo0erB+HJ+TyzN6Gjo0P//v1Zvnw57u7uREREsGbNGi5cuMCLFy37eamsrCQ4OJiBAwdKpUZvxIgRpKSkMGDAAAYOHMjUqVPJycmR+D6SwMrKinHjxuHr61tnAvadO3dqJ4736tVLKr+rmgnwoaGhEl/7j+Tn51NRUdHoe5OpqSnz58/n3r17HDlyhIqKCgBuP3xON/PqNTp37oxYLCYuLg49PT0cHR25fv06ZWVl/D/23jysqQPf/38lgbAl7IvsICQgCIiAiNYd961q69J2tLW1tredTu/cO3PvfO9MZ+bemWfm3um0nc0u2rG1dbcqOnZxad1QQVxwQUGQfQlL2AIJIcvvD3+cAUEFBUkor+fJI54k53zOSXLO+3xWmUxGXl7egO3Pw2Kxgsaaxtr3hbq6Ojw8PKwqIbgj5ycuwJWqJh1VjbrBNmtQKCkpGbKjH2QyGXFxcSxdupR///d/Z+nSpchkMtLT03n77bf57LPPOHPmDCqVqt+SYXfv3s2MGTP6ZV2WgEQiISoqitWrV7NmzRra2tr48MMP2bFjBwUFBY8lifjixYu4u7sPaFsBe3t7/vznP3P58uU73tuwMN555x2LDEGEh4ezaNEitm3bJngUzp8/z3fffcfzzz8/4MM5x44dy7Vr1wY8z6rjHN2X64pMJmPNmjWYzWZ27txJSW0zZfVaEoPdgTteyBkzZvDtt99iNBqZN28ehw8fRiKRYGdnZ5GCxiIb6+Xk5PR7S3lLoUPQWAv19fXY29vfmT0UfCdx83yRmoVx1hMy6y+sLffpYRGJRPj5+eHn58ekSZNoa2ujsLCQgoICdu7cicFgICwsjLCwMEaOHImjo2Oft2EymTh9+jS7d+8egD0YfLy8vJg7dy4zZszg6tWrHDlyhPb2dhITExkzZkyP048flY5jumLFin5fd08oFApOnDjBrl27+Nd//Vc+/vhjPvroIyZOnPhYtt9bIiIiEIlEbNu2jZiYGHJzc3n++ecfSyK6s7Mz4eHhZGRkMHny5AHbzsOem2xsbHjqqafYt28ff93xJSAjKcRdeH7kyJHI5XJycnJYs2YN7777Li+++CIymazHHJzBxiI9NFeuXLGaLrp9xdoETeeKrGg/Z5ykEjIK6wbZqsHB2nKf+gs7OzsiIyOZP38+b7zxBs8//zy+vr5cvXqVP//5z2zcuJFvv/22T8nFp0+fxmQyMWXKlAG2fnCRSqUkJCSwfv16nnzySaqqqvjzn/9MWloaFRUV/eq1ycvLw8XF5bF/R5cvX05hYSGzZs1i9uzZLF++nNra2sdqw4NQKpXExsaSmZnJ9OnTH2tV3bRp0zh37tyAVhZWV1c/9NgQsVjMkiVLKNfbIxWbUXr/8wZFJBKRnJxMVlYWSqUSb29vSktL8fDwGBY0vSUvL48JEyYMthkDglqttipBU1tbi6enJwA2EjEJIe5kFlpmzHwgMRgM1NbW4uPjM9imDDru7u6MGzeOVatW8ZOf/ITU1FRMJpOQXLxjxw7OnTtHVVXVPS/YW7duZeLEid+bURoikYjAwECWLFnC66+/joeHB7t37+aDDz7g9OnT/ZJrc/78eRITE/vB2r4jlUp59913yc7OpqamhvDwcN5++22LCUPdunWLa9eu8eSTT/L111+Tn5//2Lbt7u5OVFQUp0+fHrBttLW1PZLXTywWUy9xI8jRyNdffdnldxsREUF9fT0qlYoZM2Zw9uxZvL2971n6PZhY3Nmkra2N2traIXvnVltba1WC5m4BlhzqTp5Kg7rlwa20hxIqlQoPDw+rnpk0EEgkkm7JxaNHj6ampoY9e/bwhz/8gZ07d5KRkdEl/+bo0aM89dRTg2z94ODk5MQTTzzBG2+8wbx586ivr+fDDz/kk08+4cKFC2i12j6vs66uDpVKRVRU1ABY3HvCwsL47rvv+Pjjj3nvvfeIjIzkiy++GFSbamtr2b9/P08//TSxsbGsXLmS/fv3k52d/dhsmDJlCpcvXx6wJHGDwfBIVVrNunZuVjUzJ1FJZWUlGRkZwnNisZiEhATOnz/PM888Q0ZGBs7Ozuh0ul6NVHicWJyguX37NnK5/KHi8paO2Wy2upDT3fYmh96Jr37fvDTW1gxxsJDJZIwePZqFCxfy+uuv88orrxAVFUV1dTW7du3iD3/4Axs2bKCiooKpU6dadLfdgUYkEhEcHMzChQv58Y9/zPjx4ykoKOBPf/oTu3bt4saNG0L1yYPIyspizJgx/V56/LAsW7aMwsJCnnvuOdatW0dCQgInTpx47HZotVq2b99OamqqkJcZGBjI6tWrOXHiBIcPH34sXqSOlgnHjx8fkPUbDIZ7Tv/uDRm31ZjMMEHhxcqVK0lPT+/SmHDs2LFcv36d+Ph4TCYT9fX1uLq69rp54ePC4gRNcXFxr6eDWhsajQapVIq9vf1gm9IrzGZzN49STIALdjZizt3+fuXRfF8SgvsbZ2dnYmJiWLhwIT/84Q955ZVXuH37NkqlkrS0NN5++2127dpFZmam1cyeGghsbGyIjIxk+fLlvPnmm4SHh5OZmck777zDwYMHKS4uvuexaW9vJzs7e9DCTffC1taWt956i5KSEiZNmsSCBQuYNm3aY5sDZDKZ+OKLL1AoFMTHx3d5ztvbm3Xr1lFVVcX27dvR6Qa+cnPixIncunVrQPq3SCSSRxJmp/NrsbcVkxDshqurq5Ao3FGS39TUhJ2dHe+//z5RUVEUFhYikUgoKSnpr13oFyxO0FRUVAxZQWNt3pnW1lbEYnEXb5mdjYRxoe6czrespL+B5vuaENzfODs7k5+fz4QJE3jjjTd4+eWXiYyMpLKykh07dvD222+ze/duzp8/T01NzfdS4Njb2zN27FjWrFnD+vXrcXd358svv+RPf/oTR48e7dao7dq1awQGBlps7y6ZTMZ7773H7du3CQwMJCUlhSVLljywi++jkpGRQXt7O7NmzerxeQcHB5577jnc3d3ZtGnTgCcy29vbM2fOHNLS0nrteestNjY2j7TO0/m1jAv1wM7mjpcnODiYSZMmsWfPHvbs2cPu3bsJDw/H2dmZmTNnolKpkEgk3fr7DDaW4Z/sRGVlpcX+MB+V2tpa3N3dH/xCC+FeAmyK0ovfHLpBRYMWP9f+Lz+1NEwm03BCcD+Sk5PDsmXLgDuzd2JjY4mNjQWgsbGRoqIiioqKOHPmDO3t7YSEhBAcHExISAienp5W08OpP3BxcWHixIlMnDgRlUrFlStX+Pzzz3F0dCQ2NpbRo0dz4cIFq8g59PLyYsuWLfzqV7/iRz/6EdHR0axYsYL/+7//EwoP+ou6ujpOnz7Niy++eN/Ec7FYzNy5c7l48SKbN29myZIlhIeH96stnYmOjub69eucOHGi33owGY1GjEYjeXl5qNVqDAYDZrMZGxsbbGxscHNzw9fXt8cZTwCVjVryqzUsT+w69sHFxYXq6mpsbW157bXXsLGxYcOGDURFRbFhwwbhRsSSsDhBU1JSMmRd+2q1ekgImslKLzh0g5N5NawcNzT7BXWmsbERJyen4YTgfqC9vZ3i4uJ7nsxdXFyIi4sjLi4OuDNrp6ioiOLiYtLT0zEYDAQGBhIQEEBgYCB+fn4Wkzcy0Pj4+DBz5kxSU1MpLi7mypUrbNiwgfb2dpqbm9HpdFYRzh45ciQHDx7k0qVL/OhHPyI0NJSXX36ZX//618hkskdev8lkIi0tjcmTJ/f6fDt27Fg8PT3ZvXs3KSkppKSkDIhwFolEzJ8/nw8++IDIyEj8/f37vI6mpiZu3bpFRUUFlZWV1NTUYGtri06no729HRsbG0QiEQaDAYPBwMWLF1GpVMjlcvz8/PD19SU0NFS4zqbn30kfeCLcS9jGxYsXOX78OEuWLOHQoUM0Njbi6enJ6NGj0Wg0NDQ0YGdnZ3EhJ4s7ExQXFxMdHT3YZgwIGo3Gqu7y7+VRUnjLGOFsz8lb3w9BY22hQksmMzNTOLH2BldXV8aMGSP0pWpoaKC0tJSysjK+/vpramtr8fb2JjAwUHgM1ZB1ByKRiJCQEEJCQvD29ubmzZvcunWLw4cPExYWRmxsLOHh4Y+UJPo4iI+P5+TJkxw9epSf/vSnbNq0iWeffZZf//rXeHl5PXgF9yAjIwOxWMy4ceP69L6goCBeeuklduzYQXV1NQsWLBgQsSyTyYTQ08svv9yrbZjNZgoLC8nKyqKwsBCFQoG/vz9jxozBx8eHvLw8rl+/zsKFC3t8f4eXuaKigoqKCnbu3IlMJiMxMZGTuSY8nKREjrjzu8nOzubEiRM8//zzuLu709LSQlpaGi+88AIRERHs2rWLwMBADAbDcMjpQZSVlbFkyZLBNmNAaG5utqqTrVqtZvTo0d2Wi0QiJis9+fpaFQajCRuJxaVi9St1dXVW5VmzZE6cOIFCoXjo97u6uuLq6kpMTAwAer2eiooKSktLyc7O5h//+AdSqbSLF8fHx8fiL+4PS0FBAUlJSURHR6PVasnJyeHMmTOkpaURHh5OREQEYWFhFu25SU1N5eLFi3z33Xe89dZbhISEsGTJEn7zm9/0eRBsS0sLp06d4sUXX3woD4uLiwsvvPACaWlpfPLJJ6xYsWJAztnR0dHk5ORw+PDh+06b1+v1XLx4kaysLCQSCYmJiSxevLhb+MjPz4+jR4/ecz1isRhvb2+8vb0ZM2YMc+bMIT8/n3OZ5/nmuox4H1uamhrR6/UcPnxYEDNwZ2r41atXuXr1KrGxsZhMJpRKJWq12mL6DHVgcYJGpVIxatSowTZjQNBoNP3iUn1c1NfX37Oj5mSlF7uyyrhc2kBiyNC+2HduLjjMo3H+/Pl+7QIulUoFbwXcuZNVq9WUlpZSWloqTA/38/MTPDgBAQFDoi1EW1sbJSUlQj8fBwcHEhISSEhIoKmpiby8PLKzszlw4AABAQEolUoiIiIsNkdx2rRpnDp1igsXLvDzn/+cqKgoZs6cyW9/+9seb6x64tSpU4wePfqRPKpSqZSnnnqKU6dO8eGHHzJ79mxGjx7dryEokUjEokWL2LRpExcvXmTs2LHdXlNUVMSBAwcYMWIECxcuJCgo6J42uLm5odPpaGlpwcnJ6YHbF4vFKJVKGmw9abt2llhPMR9++CFSqZTp06d38ZCJRCJmzpzJ3r17iY6ORqlUkpubS2FhocUl7VuUoDGbzdTX1wsJgkMNa/PQaDSae9o7WemFrUTEkRzVkBc0arWaiIiIwTZjSJCTk8PSpUsHbP0ikQgPDw88PDwE4aTT6SgrK6O0tJSMjAz27t2LTCbr4sXx8vKyumTjgoICAgMDe0z2dHZ2JjExkcTERPR6PQUFBeTl5XHy5Enkcrkgbvz8/CxuvxMSEoRJ7z//+c9JTk4mOTmZ//mf/7nvnKiGhgauXLnCv/zLvzyyDSKRiMmTJxMWFkZaWho5OTnMnz+/X29I7e3tWblyJZs3b8bT01Pok6PX6zl69Cg3b95k/vz5vTr3iEQifH19qays7FNS87EbKmwlIn741AzOnZJw4cIFrl69ysiRI7vczAYFBeHj40NWVhYRERGcOXOG2tpaHBwcMJvNFvMdsihBo1arsbGxsdg7iEehvb0dg8Fg0a7fzhiNRrRa7T3VvrO9LeNHenA4R8V/zo20mC/0QDCcQ9M/PCgheKCwt7cnPDxcONGbTCZqamoEL86ZM2doaWkhICAAf39/IXFSLpdb9Pc6Ly8PpVL5wNdJpVJGjRrFqFGjMJlMlJeXk5uby/79+9HpdIK4CQ0NtajEd4VCwc6dO6moqOCXv/wlc+bMYdSoUbz11lssWLCg2+uPHz9OUlJSv4oOf39/Xn75ZY4fP84HH3zQ794aT09PlixZwu7du3nppZdoaGggLS2NwMBAXn311T6NM/Dz86OkpKRPguboDRXJoR44SSVcu3aN1atXU1RUxMaNG5k6dSpJSUnCvk6fPp3PPvtMsKupqQm448m3lJC8RQmaioqKXrnLrJEO74wlnyA709LSgqOj431LHmdFj+AX+69RUKMh3Nt6PE99ob29nZaWFlxcXAbbFKsnMzMTmUw26P18xGIxPj4++Pj4CM3oWlpaKC0tpby8nPPnz1NZWSlMHff19bU4kWMymcjLy2PatGl9ep9YLBZCb6mpqdTV1ZGXl8fZs2fZu3cvISEhREREoFAoLCY87ufnx8aNG3n77bf57//+b1avXo2rqytr167lzTffRCaTUV9fT15eHm+88Ua/b9/GxobU1FRGjRo1IN6a8PBwJkyYwObNm2lvb2fRokUP5RGOiYlh+/btTJ06tVcz0gprWyioaeG58cFdBpv6+fmhVCr54osvqK2tZe7cuYhEInx8fBg5ciSXL19GqVTi6+srJAYPC5oeqKysHBKx7Z6wtnBTb+ydOcqHX+y/xjfXVUNW0DQ0NODi4vK9GaI4kDxqQvBA4uTkRGRkJJGRkcCd8HdTU5NQFWJpIqeyshK5XP7IQtvDw0MoU9Zqtdy6dYu8vDwOHz6Mp6en4L2xhJCci4sLf/zjH/n973/Ppk2b+OCDD/j973/PvHnzmDlzJnFxcQPqAR9Ib41UKqW1tRVvb2/CwsIeah0jRozAxcWFvLw84Xt8P47mqABIHeVD+uEDJCQkCM95enqyZs0atm/fzv79+1m8eDFisZjk5GT27NnD5MmTCQoKorKyksrKyl7nOA00FiVohnKXYGtLCO6NvSNc7IkLcOFwjorXpg1cM6rB5H55RMP0jf5OCB5IRCIRLi4uuLi4CEUKliRyKioqHqqHyf1wcHAQmhwajUaKiorIy8tj27ZtQhJpREQEQUFBg1o1Zmtry6uvvsqrr77KhQsX+N3vfsebb75JWFgYRUVFrF27dsBCZ529Nfv37+8Xb82VK1c4efIk69at4+TJk+zatYsVK1Y81DFOTEzk/PnzvRI0h65WMtrfmQA3B8rKypg7d26X5+3t7XnuuefYsWMHBw8eZNGiRfj7++Po6IjRaMTX15f8/HyLKt22KEFTU1MzZC8ezc3NViVoeutRmhU9gj98k0t5gxb/Idg12No+N0umoKDgviWqls6DRE5lZeVjEzkVFRUDGrqTSCSEhYURFhbGnDlzqK6uJjc3l6NHj6JWqwkKChKqy3x8fAbNg5mQkMAvfvEL5syZQ0VFBf/7v//Lz372M5YvX85//Md/EBoaOiDb9ff3Z/369YK3JjU1ldjY2D4fhw5v2Jo1a/Dy8uLJJ59kz5497Nq1i6effrrPfXCioqI4fPjwAyszS9WtXC5t4D/mRNLc3AzcSSS/G1tbW1asWMFnn33GkSNHmDVrFomJidy4cQMvLy9aWlqoqanpk40DiUUJmubm5j4lQVkT1hhy6s2FfEGsL3/4Jpd/ZFewfsrDuUotGWv73CyZuro6Ro4cOdhm9Cu9ETlZWVlUVFQgEokYMWKE0A/E29sbLy+vh/ImVFZWPrZhlB35Ez4+PkyePBmNRkNxcTFFRUVcvHgRjUZDcHAwwcHBhIaG4uPj81jDUxcuXOCJJ54gMjKSt956i6+++oo//vGPREVFkZSUxLp161i5cmW/e206e2u+/vprzp07x/Tp01EoFL3a/+bmZtLS0li1apVQJi2RSHjqqafYu3cv27dv77PdNjY2jBkzhqysLObMmXPP13117c7IgvkxvqhU5ff9zKRSKc888wwfffQRISEhjB4b4ZEyAAAgAElEQVQ9miNHjhAUFIROpxOSgy0BixI0DQ0NQ/bi0draalWVMs3Nzb26Awz2cCIuwIWDV4auoOnpzmWYvtPQ0PDQ+QHWxP1Ejkqlorq6mtu3b3Pu3Dnq6upwdnbGx8eni9Bxd3e/591+e3s7dXV1g9Z1XCaTER0dLXR012g0wvytCxcu0NLSIsze6vDgDJTAaWpqoqampktu1ty5c5k7dy7l5eW8/fbb/PznP+f1118nNTWV9evXk5qa2q8eJX9/f9auXUtubi5HjhwhPT2d1NRUAgMD7/kes9nMP/7xDxISEggI6DpDSSKRsGzZMtLS0tiyZQsrVqzok5c4KSmJDz/8kMTExHt6aQ5dqSQ2wIUgD0euV+kfmHvk4ODA4sWL2bt3L6+++iqRkZFUVFRgMBgGfKhnX7A4QTNULx56vR6pVDrYZvSalpaWXovLhXF+/ObQDW7XaBjpNbTCMxqNpt9zFb6PtLS00NbWdt+T/FCms8jpXGptNBpRq9WC0Lly5QrV1dU0Nzfj6enZTejI5XJUKhWenp4WM8NKJpMxevRoITG0ubmZ4uJioVV/a2trF4Hj7e3dbwInLy8PhULRY76Jv78/7777Lu+++y5nz55lw4YNrFq1CqlUysKFC3n99df7reeZSCQiMjISpVJJdnY2e/bswdfXl+nTp+Pt7d3t9VevXqWhoYGnn366x/WJxWKefPJJTpw4wcaNG1m5cmWvZxy6uLgwZcoUYVzB3eKtVN1Kdlkj/5YaRn5+Pjdv3qS6uppjx44hlUrx8fERQqSd6aiA27lzJ1qtlpqaGqRSKWq1updHaeCxjF/E/09TU9OQvXi0tbXdc9qpJaLVantdMbAg1o/ffnmDA9kVvJn64L4Y1sRwUnD/UFBQgFwuH7IjCB4WiUSCl5dXt9lFer2e6upq4ZGfn49KpcJkMuHg4IBEIiErK0sQOpbU30oul3cTOB0enMzMTLRarTBBPTQ09JEqqPLy8nolSjoquUwmE/v27ePvf/87KSkpBAQEsGzZMl577bV+ufaIxWLi4+OJiYnh/PnzfPrppygUCqZOnSr0V2tubuabb77h2Wefva8oFYlETJ06FW9vbz7//HPmzp3b62qicePGcePGDTIyMkhJSRGW63Q6/vaPDAAqMw6RXu6JnZ0dJpNJGHCZmZlJRUUF9vb2jB07lvj4eJycnDAYDGg0GsrKykhMTEStVuPg4CDk4FgCFiVoGhsbhRktQw1r89Do9fpeC7ARLvaMC3HnQHYFP5rRu/ixtTCcFNw/3L59+55jNIbpjlQqJSAgoFs4oqWlhX379iGVSqmoqODy5ctUV1fj4OCAt7c3np6eQqdkDw8Pi+ibI5fLiYmJEc7tTU1NgsDJyMigra2tiwentwJHr9dTXFzcp87TYrGYZcuWsWzZMrRaLZ988gmfffYZ77zzDrGxsSxbtow1a9YwYsSIh95fuJPLkpKSQnx8PGfOnOGjjz4iLi6OSZMmcfToUcaOHdvrpO6oqCjc3d3ZsWMHKpWK6dOnP/D4dB6toFAocHd3Jz09nfT0MxzTRhHrK+O3b/wYkUhEfX09mzdvZvLkycL7zWazkOT+17/+lbi4OOrr67GxsWHVqlUcOHCA0NBQHB0d0Wg0j3Ss+hOLEjRNTU1D9qTXF4FgCbS1tfVJgD0Z78/P9l4lu6yRMYFDp9Nzb2ejDHN/SkpKrCqHzFJxcnJCq9UKfUDgnyNjqqurqauro6KigmvXrlFbW4ter+8icDo/Bsur4+zsLJSHw50b2Y4Q1blz52htbcXX17dLhZi7u3u3i3hRURF+fn4PvR8ODg5C+bdKpeL9999n586d/PKXvyQsLIxZs2axevVq4uPjH3pf7e3tmT59OklJSZw8eZK//OUvtLe3s3bt2j6tZ8SIEaxbt47du3fz6aefsnjx4gdeK93d3ZkyZQp79uxBJBLh5OTEhIXP8MFnV/j3CWHC8XR1daW9vb1Lq46OKr3FixeTmprK1q1bqamp4dlnnyUkJAQ3NzfkcjlOTk7o9fqHOzgDgEUJGo1GM2SHAPZVIAw2ffUoLYj15dcHr7Mrq3TICBqz2Wx1QtRSKS0t7TGXYJi+c3eiukgkwt3dvcdurTqdDrVaTV1dHbW1tdy6dUtIRra1tcXDwwN3d3c8PDwE746bm9tjzc9xcXHpInBaWlqorKykoqKC69evc/ToUXQ6XTeRU15e3m8pCj4+PvzqV7/iV7/6FfX19Wzbto39+/czefJknJ2dmTp1KitWrGD+/PkPFTaVy+XMnz8fW1tbCgoK2Lp1K76+viQlJaFQKHqVpOzk5MTq1as5d+5cj6MJ7rVfNTU1+Pv788wzz/CLtOvY24qZF/PPfByRSIS/vz8lJSVERUV1W4ejoyN6vZ5Jkyaxe/du5s+fT2JiImfPnkUul6PT6fp8PAYKixI0zc3N3WLJQ4WhHHICkNvbMi/Gl4OXK/jF/CgcpNafK2EwGJBIJMNdgvuBioqKR3bjD3NHZLe0tPQ6DGpvby+0s797PRqNhrq6OuFx6dIl6urqhGpTT09PQex0PJydnQf89+Dk5NRl9hb0LHKam5vx8PDAZDLd15PTV9zc3Hjttdd47bXXMBqNHDp0iB07dvDKK6/Q3NzM+PHjWbp0Kc8880yfOjWbTCauX7/OypUr8fLy4vr165w+fZqvvvqKhIQExo4d+0BvsFgsZsKECSiVSmEMw728NWVlZezevZvly5dz6tQpvjp8hIPZMDt6BHL7rqXgMTExXLx4sUdBU1hYiEQiYdKkSSgUCrZu3cqCBQtoampCLpcP96G5F62trYNWijjQWNOdvslkwmg09vku7emEQPZeLOfr65UsiQ948BssHGvzqlkyKpWKCRMmDLYZVk9rayt2dnaP7EERiUTI5XLkcjkhISFdnjMajTQ0NAhCp7q6mhs3blBXV0drayvOzs64uLjg6ura5eHi4jJggqcnkfP2228zceJEGhsbe/TkdHhzHkXkSCQSFi1axKJFiwC4dOkSW7Zs4a9//avQnXj8+PHMnTuXefPm3VeQ3Lp1C7lcLlQrxcXFERcX1yVXRaFQkJiYSGBg4H1t9vT05IUXXhC8NSkpKYwfP17oWaPVatm1axeLFy9GqVQSFBTEf/5tJ006L5bGd/dqRUdHc/jw4R4H8ebn5xMdHS1M9F61ahXbtm0jOjqa06dPU1ZW1ufjOlBYlKDRarVD0i39sAJhsOi4kPf1JJAc6k6QuyO7s8qGhKCxNq+aJVNdXf29LdnuTx5Ho0eJRCJ4ZO7GYDDQ1NREQ0OD8Lh9+7bwd0e7h84ip7Po6S/B09zcjMlkIjY2tst5qsOTU1lZSU5ODseOHesmcry8vHB3d3+o33Z8fLyQU1NTU8P+/fs5cuQIP/nJT3juuecIDw9n/PjxzJs3j3nz5nVpFJudnd1lXlIHvr6+LFq0iJkzZ5Kdnc2BAwewsbEhMTGR0aNH3zNHqMNbExERwbfffstf/vIXJk+eTHx8PN98841QRg538oVqnJXI62tpzMvEpJjX5XOwsbEhISGB7777jqeeegq40+8oNzeX4uJinJ2duXTpEkqlEn9/f1JSUoSBlsMhpx4wmUzo9foh6ZZ+WIEwWDzshVwsFvF0QgB/PJJHcV0LwR7WnUxrTV41S0etVhMcHDzYZlg9g9252sbG5p75OnDHu9PY2EhjY6MgcgoLC7sIHplMdk/BI5fLe3XjV1tb22M/m/uFqyorK7lx4wanTp2ivr4eR0dHIYeoc3WYq6trr0SXl5cX69atY926dcAdL2RaWhqHDx/mxz/+Mc8884wwSXvOnDkUFRWRmpp6z/U5ODgwfvx4kpOThR4+R44cISAgQJij1VH63RkPDw+efvppKioqOHr0KCdPnsRoNHaZPF5U28KZ2/W8MU1BfVUm27ZtY9GiRV1ysSZNmsQHH3zAhQsXqK2tJTs7Gz8/P4xGI21tbRQUFPDNN9+gVCpJTk7mxo0beHp6otfrMZlMFhGatxhBo9PpkEgkVuPF6AvWdqf/KBfy5UmBvHfsFlszSvh/80b1s2WPl+GQU//R3Nw87KHpBwZb0DwIiUTyQMFzt4enuLiY7OxsGhoa0Gg0SKVS5HI5Mpmsy7+d/+5LV/meRI7JZKKpqYna2lohtJafn09dXR3Nzc24urp2yyHy9PTEycnpnjemPj4+vPzyy7z88ssAVFVVsW/fPo4ePcq//uu/UlVVxfvvv09UVBQJCQlMnjyZJ554opsHRiQSMXLkSEaOHIler+f27dvk5uZy8uRJZDIZERERRERE4Ofn18UWPz8/Vq9ezccff0xzczObN28mKSmJmJgYtmWWIBGLeDYlFE8nJadPn+bDDz8kNTWVMWPGIBKJsLW1JSUlhUOHDhEfH8+6detwc3MjPT0dtVrNwoUL0Wq1XL58me3btxMTE0NlZSXt7e3odDocHR179XkMJBajHoxGo0UovIHAYDBYlVB7FAHm42zP7GgfdmWV8uOZSuxtrTc52NqEqCVjNBqH7Jy2x0nn0lprRCKR4Obmds+SY7PZjFarpbm5WXh0JC8XFxcLy5qamhCLxWzYsOG+wkcul/c4C0ksFgteoc5CB+6EWurr6wWhU1ZWRnZ2NnV1dRgMhnuWwd99EzhixAihLPzWrVscO3YMLy8vTp06xcmTJ9m4cSN1dXX4+/vfU+RIpVIiIyOJjIzEZDJRXl5Obm4u+/fvR6fToVAoiIiIYOTIkdja2tLY2EhtbS1vvvkmZWVlZGVl8c3Rb9naHMWUMDd8nO+sd8qUKURGRgoTwzvEynfffUdcXBwlJSXCuS82NpYNGzYwc+ZMHBwcSElJQaFQsGXLFsRiMWazGZPJ9Mjfjf7AYq6yJpPJakIyfcVsNluVWHtU9+EPxofw5dUqDmRXsDzReu/K29vbhwVNP2E0GoePZT/Q0tIyZHt1wR3vhKOjI46OjvctEPnqq69wcHAgKiqqi/ipr6+npKQEjUYjLLOxsRHEjZOTEw4ODjg4OODo6Njjv3Z2dkIH5rvRarVdKsNu3rxJXV0darUaOzs7oRLsbnGVn59PSEgIc+bMYdmyZcL61Go13333HadPn+4icgICAlAoFCgUCqKjo4mPjycuLo7AwEACAwNJTU1FrVaTm5vLuXPn2Lt3rxDS9fPzw2AwCNPSt6bfouVgHvLqbD799BYxMTEolUp8fHx46aWXBG+NjY0NkydPJjk5mePHj7N582ZWrVqFh4cHYWFhZGdnk5ycDNxJSl61ahWbNm0CGBY0dzPUBY017duj2jt+pDtKHxmfnS3m6YQAq9r3zlhKXHgoYDKZLKo9v7ViNBqHx0dwR9gFBATcU3h0YDab0el0grhpaWlBq9XS2tpKXV2d8Hfnfw0GwwNFj6OjI2FhYcTExODg4IC9vT0tLS1CyKq5uZmGhgbKysrQaDRUVlZiMpm4dOlSt3Car68va9euFf7f3t5Oeno658+fJy8vj/T0dMrLy6mvr8fNzQ1/f39CQ0OJiIhg9OjRjBs3jqCgIIqKijhx4gRms5m//vWvSKVS/Pz82FzojJ+zLb/+l2coLyvj5s2bHDlyBA8PD5RKJZGRkbi7u3Pw4EGOHz9OVVUVSUlJyGQyPv74YyZNmkRKSgrbtm0jMDBQaAHg6+sr5LwOC5q7GBY0lsOj2isSifjB+GB+kXady6UNxAdZ5x2ltX1ulozJZBr20PQDwyL7Dm1tbb0SyCKRSBAnva2gNRgMaLXaHsVOS0sLtbW13ZZrtVqkUikODg5IpVLs7OyQSqVIpVLc3d2pr68nODhY8K4ZjUYMBgNtbW00Nzej0+mE9bW0tAAQEBDAqFGjBPFja2tLVVUVt2/fprCwkMzMTPbu3UtlZSVtbW14eHjg5OQklKt7eXlxs0ZHvimWiQ5l/PUvmcLzycnJiEQiampquHDhAlqtFjc3NyIjI2lubmbnzp3I5XJSUlK4du0a165dIzY2lm3btrFkyRLCwsIAmDhx4nDIqSeGBY3l0B/2LhkbwP99ncvf04v4y7Cg+d4zLGj6B2sLXw8UAynsOoeoekuHJ0ir1aLX69Hr9bS1tQl/FxYWIpVKMZlMXZbf/bq2tjYMBgPwzwn1arVa2NeO4aSjRo0iIiJCaAnS0tJCfX09Go2GlpYW1Go1xcXF1CgWYvbU8uXf32KnugZbW9suoTA7OztsbW2xtbXF3t6eb775BqlUio2NDQ4ODly8eBEbGxvs7OwoKSkBYMuWLTg4OBAREUFcXJxglyVgUYLGbDZb1OTO/qJDgVvLvjU3NwuJeY/CsvgRfJZRxmtPBODvan3hBo1G0y/HYZg7v2+tVktbW9tgm2LVdIRMvu/fyZaWFlpbWy3uOHSIg7sb7J04cYLIyMhetSUxm820tbXR0tIinIM6PEE6nQ69Xo/RaBS8PAaDAaPRiL+/P+Xl5bi6umI0GqnXi9mtjWa0pIqEV9bR3t5OQ0MDKpUKtVpNU1MTGo2mi6gyGAy0t7cL6zQajcK1+V6IRCKMRuMjH7v+wGIEzVC+67C2u/z+svfZJH8+zyzn88xy/mNWWL+s83FibZ+bJSMSiTAYDMNemkdELBZbzN3wYGJpx6Gzh6a9vV0QCB1/63Q6Ll68iL29vbC8Q0jc/XdbW5tQRi2RSJBIJMK5qCO807HvHYJDo9HQ2NiIRqOhtbUVjUZDle8EzAEmsvf+idOqEqEkviOE1ZEP5OzsjK2tLXZ2dtjb22Nrayt4aOzs7JBIJNjb2wu/XbFYjIODA5GRkcTGxpKcnGwxeV0WJ2gsucfCw6LVarGzs7OafZPL5djb2z+yvXK5nEVxfuzNruInc6NxcexePmnJyGSyfjkOw9wp17Wzs7PqkmNLoOMi9H3/Tjo5OeHo6Dggx6Ejh+buPJnW1tYuOTOdl+t0OiGHpnP+TOe/bWxscHZ2FgRJhzekra2Ntra2bjk0HaGhjvCQVCqlvLycoqIiCgsLKS4uprS0lMrKSvR6PZ6enjg6OuLn54e3XyClgUkEi+uZtWYlEomE9vZ2ZDIZfn5++Pj4CDk0paWlaLVa3N3diYyMpKmpiYKCAuRyOZGRkdy8eROz2UxQUBBXr17tkkOTk5ODSCSyGIeERQma+7m1rBmRSGRV+9af9q6bPJK9l8r5PKOY16aFP/gNFoS1fW6WjFgsRq/XD7YZVo+leSYGCzs7u1613O+pyqmnhN7Oyzp6JvVU2SSTyfD29u623M7OTqhy6gjldO6ho9PpyMnJwdbWtltJt5eXV5dler2e06dPk5WVRW5uLkVFRZSXl9PQ0CBUOY0cOZLk5GRefPFFxo4dS2BgIEVFRRw/fhyz2czpWnsMOlsWKhwZFz7pjsjx9qa0tJQbN26QkZGBh4cHERERTJ48GZVKxcGDB8nIyGDUqFGsWLGCiooKvv32WyZPnkxgYCDbtm3j2Wef7TLoND09fVjQ9MSwoLEc+tPeUb7OTFZ6sTm9iBefCLWqRnvDF4/+QywWW9TMF2tFIpFYTL7CYOLk5ERdXR0qlUoQDp0b8XX+u7OI6OhD4+joKHg07hYn9xtT09GHpra2lvLyctRqtdCTxt7eXuhD0zHPKjAwELlcLngy5syZ02V9arWaY8eOkZ6ezuXLl7l58yZqtVroQ6NUKpk9ezZjx44lLi6uS2VXXV0deXl5nDt3jn379hESEoKbmxttBhO36r2ZpHDh39cm09jYyIULF9i/fz9eXl7ExMQwZ84cZDIZRqOR06dPk5mZiYODAxMmTBD60Fy7do0XX3wRDw8P9uzZw+TJk7uImcrKSqqqqgDLSRkZFjSPAZFIZFUXxv6+kP/L1DBWfnSOHZklPD8xtN/WO9DY2toOexX6CYlEMnws+wEnJychJDEUMZvNQrJvZ2HS+f8ajUboFJyTk9PF2+Hh4UFwcHCXZT11Cr4f7e3tXYRK54fRaBTmPrm7uzNq1Cjh7/uNi9Hr9Rw7dozdu3dz+vRpLl++TG5uriBeoqKimDJlCr/4xS+YOHFijyXpJpOJkpIScnNzycvLQ6fToVQqmTBhAqGhoUKn4Nfe20Wdtp2lEY7s2LGDkpISYmJiWLNmDV5eXsL6qqqqSEtLQyaTsX79erRaLVu2bKGqqory8nJeeOEFnJycaG5upqCggAULFgjvrampYfv27YLwGxY0dyGRSKzqot8XbGxshFI8a0AqlfbrxWf8SA/Ghbrz/okCVo4LshovTX8fh+8zEokErVY72GZYPTKZjNLS0sE246HpaZZTQ0ODMMyyublZyDfs3IDO09OT0NBQYXlhYSG3b9/u0nW3L5hMJhobG3sULRqNBjc3N2GkQVBQEPHx8UKfl94WC3TMcjpy5AhZWVlUVVUJYw6mTp3KW2+9dU/x0oFer6egoIC8vDzy8vKQy+UolUqefPLJbrOcAByc5Fxp98HPVovqWjpJSUksXbq0SzJ+Z69M51lOzs7OTJs2jS+//JL4+Hj0ej1OTk5cuXKFqKgo7O3taW1t5fLly5w5c4aYmBgyMjKGQ049YW9vL5ShWdPco95gbRdGqVTa7+W1P5qh4NlNGezOKuUHKSH9uu6Bws7Ozqo+N0tGLpdTWlrKqFHWPbB0sJHL5RZXqtwZg8HQTbB0nrx997RtV1dXQkNDhanbvZ227erq2uvj0DFtu6KigqqqKmpra7tM2+54KBSKPk3bvhuVSsX+/fs5fPiwIGAUCgUTJkzgT3/6E7du3eKll1665+DODsxmM4WFhZw/f57bt28TEBBAREQEU6ZM6XHadgfl5eX8357TNBlkTJFX88ILL3bzGrW1tbFjxw4kEgnr16/vMm27vb2ds2fPMn/+fGpra9m4cSN+fn5oNBocHR3Zs2cP+fn5REREsGrVKr788kuampqEHjaWgMUoB7FYjFQqpaqqioCAgME2p1/puDBaS6O2gRBgE8I8SAx2Y8PxApYnBWJnY/lemoEQdt9X3N3dKS4uHmwzrJ7BFjQGg6GLQLlbsLS2tgr5I66urri4uBAaGir839nZuV/u5j09Pamuru52Tu0sXjr+bWtrw9fXF19fX0aNGoWXlxceHh59DkXdTU1NjeCByczMpKqqivDwcFJSUnjnnXeYN29el4Gsu3btori4+J6CRqvVkp2dTVZWFjY2NiQmJrJ48eIHioW6ujq+/fZbikpKOdcaxWg/J6YH+nHs2DHmzZsnvK61tZWtW7fi6+vLvHnzun0Op06dwtfXl4SEBACmT59OXl4eZ86cwc7OjrCwMObOnYuTkxOnT59GIpFQW1uLVCod9tD0hIODA9XV1UNO0IjFYiQSCQaD4ZF/RI+DgRBgIpGIN2YoWP33TPZcKOPZ5OB+We9AYm2eNUumo8JimEfjcQgao9FIQ0ODkPzaMXyxrq6O1tZWnJ2dBbHi6upKWFiYIFjkcvljubh1bCc7O5umpqYexUt0dDQzZ87Ezc2t385jFy5c4LPPPuPw4cMUFBQQHh7O+PHjeeedd5gzZ063hnqdiYuL49SpU8THx3dZXllZyfnz57lx4wYKhYLFixcTEPDgGXgmk4mzZ8+Snp5OSkoKOv9EVAdy+N3TSlKCnXn//fcJDw9HqVSi1Wr59NNPUSgUzJgxo9u6DQYDFy5cYO3atcIyW1tboqOjKS8vx97eXrC7vLycs2fPEh0dTWNjo8V4Z8DCBI2joyMqlWqwzRgQOu72rUHQDJQAm6TwZGyQK3/9Np9lYwMsPpdmOOTUf/j4+FBeXj7YZlg9jo6OQnv8RwnNd3Rl7ymHpLGxEWdnZyEUM2LECKKjo/Hw8HhsguVuWlpaBK9Lh3jRarWcOXOG8PDwAREvcCcMc+jQIXbu3Mnx48fRaDSkpKTwwx/+kGeeeQYXF5der0uhUPDVV19RUVGBt7c3169f5/z582g0GhITE3n99dfvK4g6U1tbS1paGhKJhHXr1uEgc+YnfzhOQrAb0yK8EYlELF++nO3bt7No0SJOnTpFWFhYj2IG4Pr16/j6+uLh4dHtufDwcL755hsmTZpEVVUV27dvZ+HChRw6dIj6+vr7JkM/bixK0MjlcmpqagbbjAHB2u72B0KAiUQifjI7klUbz7HlbBEvT7bs7sE2NjZCJ05LcalaK35+fuTk5Ay2GVaPSCTCyckJjUZz33yKDnQ6XY+ipa6uDqlU2iWHJDg4GA8PD9zc3AY1j7En8dKT5yU7Oxuj0Uhqamq/br++vp6tW7eyf/9+MjIyhGTZjz76iHnz5j10V1yxWExUVBRpaWloNBr8/PyYNGkSCoWi1+eXzl6ZqVOnkpSUhEgkYtOp21Q16Xh3xRhBsAQEBPD000/z2Wef4e/vT2pq6j3F3tWrVxk7dmyPz4WGhmI0Gjl16hQZGRksWLAAg8GAs7Mzzc3NFtX926IEjUwmo7a2drDNGBCs7W5/oARYSpgHU5Re/O27AlYkBeHiYLkeK5FIJAi7zrHwYfpOYGAgx48fH2wzhgRyuZympiZB0JjNZurr66muru4mWvR6PR4eHnh6euLu7o5SqRQEjKWEChobGykqKhIeWq22V2Ejf39/zp492y82qFQqNmzYwIEDB7hx4wZhYWHMnj2bt99+mzFjxjzy+pubmzl58iTXrl2jvb2dtWvXdunp0htaWlrYvXs3AOvWrRMmd2vaDGw4XsAkhScpYV09LCqVCm9vb9rb29m6dSsLFy7sJoTNZjPl5eU8+eSTPW63tbUVqVTKqVOnePbZZwkJCeGTTz5hxIgRNDc39+jVGSwsStA4OztTX18/2GYMCNaWYDqQAuyncyKY/+fTfHSygJ/MjhyQbfQXHX0/hgXNoxEUFERdXd1gm2H1aDQaHBwcOHfuHJcuXaK6upqamhocHR3x8vLC09MTPz8/YmJi8PT0RCaTWVwhQlNTUxcB09bWRkhICFQQwh0AACAASURBVMHBwaSkpODl5dUrm0NCQvjiiy/Q6XQPJc60Wi1///vf+fzzz7l06RKxsbGsXLmSNWvW9GqIZG/Q6XSkp6dz4cIF4uLi+OEPf8g333zDjRs3+iRoqqqq2LFjB7GxsUybNq3L8fn4VCHqFj3/Niuiy3vUajUnTpzgxRdfxM3NjfT0dD788EPCwsJITEwkODgYkUhEQ0OD0HywA7PZLOT23Lx5kzFjxiCXyzl//vydwZf19UilUlpaWvD19X30A9VPWJSgcXFxQa1WD7YZA4K1hpwGgmg/FxbF+fHx6ULWpITg7WwZd4o9IZfL0Wg0eHp6DrYpVs3IkSOH7M3KQKDX66murqa6uhqVSiX8bTKZcHR0RCwWk5ycTHx8PN7e3hbjbemJzgKmuLgYnU5HcHAwISEhjB8/vtcC5m6kUinBwcHk5+czevToXr3HaDSyf/9+Pv74Y06cOEFgYCDLli1jz549+Pv799mGe2EwGMjMzCQ9PR2lUsn69euFfJvU1FQ++OADRo0a1StRc/36db788kvmzp3bbT+rm3V8eLKA2dE+jAn8p+fFbDZz4MABJk2aJHhQJk2aRFJSEleuXBFKrkeMGIGdnR22tracPHkSnU6HSqWisrISe3t7xo4dK+T2GAwGvvjiC7Zv305iYiIXLlygtbXVouazWZSgcXZ2pqGhYbDNGBDs7OysykPj4OAwoK3q/22Wki+vVvLu0Tx+tzR2wLbzqMhkMovu+2EthIWF0dzcjNFotJjJvJaA0Wikrq6um3DRaDR4eXnh7e2Nt7c3CoUCHx8fZDIZ5eXlHDp0iMTExME2v0eam5u7hZA6PDDJycl4e3v3m9dIqVSSl5f3QEGTnp7O+++/z1dffYVUKmXRokWcPXuW2Nj+PfeYTCays7M5fvw4vr6+rFmzBm9v7y6vkcvlzJ49m7S0NNatW3fPfCWz2czx48e5fPkyzz33XI+ekHcO59FuNPGfc7v2d8rMzMRkMpGcnNxlub29PePGjWPcuHG0trZSWVnJ5cuXEYvFtLe34+DgQHJyMr6+vt0Gf9rY2CCTyQgICKCoqAij0YhWq7WoQakWJWhcXV0pLCwcbDMGBGvz0HS0vB4ogj2cWJ0SwuYzhTw3Pphov95XCzxOhgVN/+Dk5ISdnR2lpaWEhIQMtjmPHbPZTFNTEyqVCpVKRU1NDSqVCrVajYuLiyBc4uLi8PHxwc3N7Z6Joj4+PtTW1lpME9Lm5maKi4sFAdPS0kJISAghISGMGzeuXwXM3SiVSo4dO9ajUC4vL+cPf/gD+/bto6GhgZkzZ7Jz506mT5/e70n+ZrOZmzdv8u233+Lo6MhTTz1FYGDgPV8fExNDTk4OJ0+eZPr06d2eN5lMpKWloVarWbduXY9ekJyKJnZmlbJ2Yiihnv+sjmpsbBRCTffbT0dHR8LCwtDpdJhMJmbMmHHffSwsLCQ3N5dXX32VI0eOAHc8iQ9qFPg4GfxfQyf60v3R2nB0dLSqGSyPo9/Fj2Yo2HepjP8+mMOOl8dbXKwf/hlyGubRcXV1paCgYMgLGrPZTGNjY5cGb5WVlYjFYnx8fPD29mbkyJGkpKTg6enZ50pCW1tbPDw8UKlU/Rom6S0ajaZLCEmj0QghpMTERHx8fB7bb9nZ2RkvLy9u3bpFZOSdfLyvvvqKP/7xj6SnpzNu3Dh+85vfsHLlygFrmVFeXs7XX39Ne3s7s2bNIjw8/IH7LxKJmD9/Ph988AEKhaKL+DEajezdu5e2tjZWr17do91ms5nfHMrBxcGWN6Yrujx3/vx5YmNje52sK5VKH+iN12q1HDhwgAULFmBjY8PNmzcxm83Y2NhYVDjeogSNXC4fsvNe5HK5VeUHyeVyKisrB3QbLo62/HhWBL/Yf42vr1UxN8Zykss6kMvlwkTZYR4NDw8Pbt++/cA7QWvifuLF19cXPz8/kpKS8PPz61fXvK+vLxUVFY9F0JjNZlQqlTAUUa1WExwcTHBwMAkJCfj4+AxqW4OEhAROnz7Nrl272Lx5M42NjaxYsYJNmzYNqHg2GAxCSCg1NZW4uLg+CTm5XM7ixYvZuXMnq1evxtvbG6PRyJ49ezCZTKxcufKeHrhvb1ZzpqCOXy2MwsXxn4LHYDBw+fJlnn/++V7b4ePjg0qlumcjVb1ez7Zt2xg1ahRKpZJLly4REBBAeno69vb2XcYnDDYWJWi8vLyGrIdGLpdTUlIy2Gb0GrlcTl5e3oBvZ1VSIJ+fLea3X95gWqS3xTXbG/bQ9B9hYWFcvHhxsM14aHoSLxUVFUgkkgEVLz3h5+c3oDccRqORoqIiQcSIxWIiIiKYOXMmgYGBFpMHlZWVxe9+9zu+/vprwsPD+dnPfsYLL7ww4A1My8vL2b9/P56enrzyyisPnRirVCqZNWsWW7du5bnnnuPEiRMYjUZWrFhxz2OsazfyP//IYaSXE8+O79pxPScnBx8fnz55TTq+q01NTd0aBba3t7Nz5048PT2ZOXMmcOeYx8fHs3//fpycnLpM8B5sLErQ+Pn5DVlBI5PJrOrC+LjstZGIeWthFM9uymDTqdu8fpf7dLAZzqHpP5KSkjh48OBgm9ErOsTL3Q3eBkO89ISfnx9ZWVn9uk6tVsutW7fIzc2loKAALy8vIiIiePbZZ/H09LSYkHB7ezubNm3i/fff5/bt28yfP5/33nuPoKAgZs+ePaDb7uyVmTNnDtHR0Y98XGJjY2lvb2fjxo14e3vz/PPP31cwfnTyNkV1rXz24jhsJV09Y1lZWUyYMKFP2xeJREKib1xcnLBcp9Oxfft2XF1dWbhwISKRiPLyclpbW5FIJFRWVuLk5NTnfjoDiUUJGl9fX1pbWwfbjAFhsIfK9ZXHae/EcE/mjh7BX77NZ1GcP0Eejo9lu73B1dWVxsbG4W7B/cCUKVN45513BtuMHmlpaaG0tJTy8nKLEy894evri0ajobGxsU/t9++mrq5O8MJUVVURGhqKUqlk3rx5vW7D/7hobGzk17/+NZ988glubm6sXbuWH/3oR8hkMurr69m4cSNTpkwZsBL28vJy0tLS8PDweCSvTE/o9XqcnJyor6+noKCAiIiIHl9Xqm7lb9/lMz/Gl0mKrp6RqqoqGhsbUSqVfd7+mDFjOHPmjCBoamtr+eKLLwgMDGTu3LmCaMvIyCAxMZH8/HxKSkpwdnYe7kNzL/z8/KwqcbYvdAgEa5m47eTkRGtr62O7kL+1MIqTeTW8deAam59PsphjZGtri5OTE42NjUJnzmEejnHjxqHRaKioqBjUuzqTyUR1dTWlpaWUlZVRWlqKVqslICDAIsVLT4jFYhQKBbm5uYwbN67X7zOZTJSVlQkiRqfToVQqmTBhAqGhoRY5a66iooK33nqLnTt3EhUVxZYtW1iwYEGX17i5uaFUKjl79izTpk3r1+0PhFemM/n5+Zw5c4aXXnqJhoYG0tLSyMnJYc6cOd0aev7qwHUkYhE/XzCq23quXr1KXFzcQ52vlUqlMGeqsLCw22gFuNN1+Pbt28yePZvjx49TWVmJu7v7sIfmXri7u2MwGFCr1RZVCtYf2NraYmNjg06ns4qusxKJBAcHB1paWh7Lid3XxYEfz4rgf/6Rw1fXqphnQQnCHh4e1NXVDQuaR8TW1pbg4GCOHTvGD37wg8e2XZ1OJwiXsrIyysvLkclkBAYGEhwczMSJEx+6udtgolQquXjx4gMFjV6vp6CggNzcXG7duoVcLiciIoIlS5bg6+trsft969Yt/uu//otDhw4xfvx4vv76ayZOnHjP10+dOpWPPvqIpKSkfvOeDKRXBu54Qvbt28eKFStwcXHBxcWFV155hWPHjvH+++8zf/58wVtzNEfFsZvV/L95kfi6dL+GVFRU3Pf43A+xWMzo0aPZsmULI0aM6DJaoYNvv/2WJ554gqqqKrRarZAMbEnnRYsSNCKRCDc3N65du8bkyZMH25x+p8NLYw2CBv6ZP/K47lTXpASz92IZvz54nUkKT+T2lnG36O7uTl1dHeHh4YNtitUTFRXFmTNnBkzQmM1m6urqKC0tFQRMY2Mjfn5+BAQEkJycTEBAAI6OlhPWfFjCwsJIS0ujra2t28TjpqYm8vLyyM3NpaSkhICAACIiIpg6dWqvhloOJhcuXOC//uu/OHnyJDNnziQjI6NXnYBdXV2JjY3l5MmTzJs375FsMJvNnDp1iszMzAHxysAdob1jxw5mzJhBUFCQsFwqlTJ37lxGjRrFgQMHuHz5MrEJSfzyQBEKbxkvTAzt0d7KysqHCv+o1WqysrK4dOkSdnZ2xMTEdBMpJSUlqFQqnn76aQ4fPkxdXZ3QcsCSBLFFCRq4U0J248aNISloOhJt7+4caam4ublRX1//2FyKNhIxv10Sw5IN6fzxcB6/WhT9WLb7IDw9PYfs0NTHTX8nBuv1esrLy7t4YKRSKYGBgQQGBpKUlDToZcUDhZ2dHUFBQeTn5xMdHY1Wq+X69etcvXqVmpoaFAoFY8aM4amnnuomeCyRY8eO8ctf/pJLly6xdOlScnJy+lx2PWnSJP72t7+RnJz80EMT9Xo9aWlpNDY2sn79+gG5oesYTTBy5Mh7TrkOCQnhlVde4dKlS/y/Heco1zjzm6numAztIOn6edbX12Nvb9/rvCeTycStW7fIysqioqKCuLg41q9fj16v59NPPyUoKEioXjKbzRw5coRp06YhkUjIy8ujqKgIFxcXixu5YXGCJiAg4LGUCw8G1pYY3OGZeJyMCXRl9fhgPj1bxIJYXxJDBj/06OHhMWS/k4+bR0kM7qg86ux9qa2txcfHh4CAAMaMGcPChQstOvelvwkLCyMzM5OrV69SVFREeHg4EyZMIDw83GJKqx/E0aNH+elPf0pBQQHPPfcc+/bte+hSYCcnJyZNmsTBgwdZs2ZNn70HjY2N7NixAx8fH55//vkB68R8/fp1amtrWbp06X1fJ5VKkfgouNxSy9LR7kibSnnvvVMoFAr8/f3x9fVlxIgRVFRU3Nc7YzKZqKmpEar28vLykMlkJCUlsXz58i65U7NmzeLzzz9n9erVeHh4cP78eeBOd2OVSoVYLCYvL4+goP+PvfMMi+rO//Y9gKBU6UWlF6kiRbA3DBbssZfYDUZTTEzbbPa/JU82u8kakxi7xhp7CdgLFkCUJr2DooA0FRikDvO8cJmNsQ04w8yY3NflGzlzft8Dc87vc77VWunuNaUTNDY2Nty6dUvRZsgFXV1dqqurFW2G1JiYmCjkb/HhyJ6czyzjw4PJnHhnoMJ707Tm0PzBy9OnTx9qamqkTgx+8ODBY3OBmpubJd4XT09PLC0tlaL9f0ciFou5efMmycnJZGRk0NTUREhICBMnTlQJT0wr8fHxvPvuuyQlJbF48WIuX74skxyVgIAAMjIyuH79+hOzjJ5HYWEhBw4coF+/fgQGyq9zuVAo5NSpU8ycOfOF3936JhEfHUrGyqALf5/ij45WX6qrq8nJyaGkpITk5GTKysro1KkTenp6hIWFoaGhgUAgoLm5mebmZiorKyktLZVUJFlZWTFt2rRnCqBevXohEonYvn27JAF4wYIFqKmpkZWVhYODA7dv38be3l6pEoJBCQWNtbU1qampijZDLhgZGVFUVKRoM6TG2NhYIY3QdLQ0+GqyF7M2X+M/Z7P5dPSTGf0diYGBAbW1tTQ1NSllFYgq8aLE4FYB0zobqKmpSTIXaMCAARgbGytVzL4jKS0tJTk5mZSUFHR0dPD09GTo0KHs378fXV1dlREz+fn5vPPOO1y4cIHp06dz7NgxmRaBqKmpMX78eLZs2YKTk5NU505ISODChQtMmDBBrrlyYrGY48eP07t3b6nEwA8Xcskrr2XHgj7oaD3arvX19fH19ZUcIxKJ2LFjB5aWlpiamtLc3ExLS4ukEMXb2xtLS8s2fT98fHzQ0dHhwIEDdOvWDQMDA8RiMampqZiamtK1a1caGhoey/1RBpRO0FhaWr6yE7dNTExISUlRtBlSo0jPRH9HE2YGWLP5Sj4jPSzwsVZcJr2amhomJiaUlpbSvXt3hdnxqvDrxOCqqqrHPDCNjY0SAdOvXz+lauimCKqqqkhJSSElJYWGhgY8PT2ZPXv2Y3l4vr6+xMXF4eSkXE0pf0t5eTkrV67k8OHDBAcHk5aWJrfRBMbGxgwcOJBjx47xxhtvPDOHSiQScebMGfLy8pg/f367826kJS0tjcrKSiZPnvzCY5PvPGD9pTxe9+3OIOdnh+DU1dVRV1fH2dkZe3t7mdn64MEDzMzM0NPTY+3atTg6OiIWi0lPT8fa2pqmpial6kEDSihoXuVuwaoWutDW1qalpYWHDx8qpCrkk1E9uZhZxqoDSRx/W7Ghp9bZOX8ImpejuroaBwcHzp07x3fffUdDQwO2trbY2Nj8IWD+S319Penp6ZJwgqurK6NHj8ba2vqpvxsPDw/Onj3LgwcPlLKCSSgU8qc//YmtW7fi7+/P1atX8fLykvu6AQEB5OXlcebMGUaOHPnEzx8+fMjBgwdRV1dn0aJFck9wra+vlzrUVNco4r19NzDR1eLPY9xeeG5ZT16/efMmV65cYcGCBZLIwoEDB6itreXs2bOYm5tTXl7+R8jpRdjY2LyygkZXV5fGxkbq6+uVLjv8aQgEAkxMTKisrFSIoNHr3Il/TvZi7tbr/PNkpkKrnqysrFQqXKgsVFdXPzaZua6uDkdHR3788UfGjx//zE3690ZzczM5OTmkpKSQn5+Pvb09AQEBODk5vXCj6tSpE7169SIuLo6goKAOsvjFNDU18eWXX/Ltt99ib29PeHg4gwcP7rD11dTUmDx5Mps3b8bMzOyxaqKysjL27t2Lq6srw4cP75AquKioKJycnKQSAV+dyiSvvJZdCwMeGz75LEQikcyu4cGDBxw6dIiJEydKwnX6+vo0NDQQGhrK119/zaxZs7h79+4fIacXYW9vT01NjcK8AvJEIBBIvDQdMSVXFrTa++vx9h3JIGdT5vWz5afomwxxMWWIi2JK3i0tLWU+O+dVRCgUUlBQIBExdXV12NjYYGtrS0BAAGZmZggEAr7++msuXrzIG2+8oWiTFYZYLKawsFCS3Gtubo6npyfjxo1r8wuPn58f27ZtY8iQIUqRJH3gwAHee+89tLW12bRpk1QhFnnQpUsXZsyYwbZt2zAxMcHa2prbt2+zb98+RowY8djsInlSU1NDfHw8S5cufeGxV3LK+Sn6JvP72zLASbohkxoaGohEopc1k8bGRvbu3Uv//v1xcHCQ/H9CQgLu7u4kJiairq6OoaEhDx48eOwYZUDx3/zfoKWlhYmJCZcuXWLUqFGKNkfmtHo8VEXQKKJ0+7d8PKonV/Mq+eBAMqffHYixbscnP5qbm1NZWflHYvBvaG5u5vbt2+Tm5pKXl0dVVZVEwPTp00ciYH5LUFAQBw8e/F0KmtraWhITE4mPj0dTUxNPT0+WLl36UjOZjI2NMTc3Jz09vUPCOc8iLy+PhQsXkpSUxGeffcZ7772n8B5AJiYmTJgwgQMHDjBixAhOnz7NxIkTO7RR5qVLl/D29n7h3/jBw0Y+OJCEo5kuH43sKfX5NTQ0aG5ufikbRSIRhw8fxtLS8rHqMJFIRHx8PLNmzeLTTz+lT58+VFdX07lzZzQ1NV9qTVmjdIIGHrX0jo6OfiUFjTIIhLZgYmKi8Kqzzp3U+Xa6N+N/iOKjQylsmuvb4WEKDQ2NPxKDeeRVuHfvHnl5eeTl5XHz5k1MTU1xcHBg9OjRdO/eXaoNbNasWUyYMOF3M/RTLBZz584dYmNjycnJoWfPnkyZMkWmOQj+/v5ER0crRNA0Njby4YcfsnnzZsaMGUNeXp5Sja9xcnLC3d2do0ePyr2S6bdUVlaSnp7O8uXLn3ucWCzm0yMpVAob2fKGf5tyBrW0tKirq2u3jS0tLRw5coSWlhZCQkIee75mZ2djaGiIubk558+fZ+HChaSnp2NhYdHu9eSFUgoaLy8vbty4oWgz5IKqNWmztLTk7NmzijYDV0t9PhrVk7+Hp7P7WiGzA2063Ibfa2JwQ0MDBQUFEi+MSCTCwcEBT09Pxo8f367Q8IABA1BTU+PSpUsyHyaoTDQ2NpKSkkJsbCxNTU34+fkxatQouYw/+fWAwY5M1ty/fz/vvfcehoaGnD17lr59+3bY2tKSnZ1NSkoKAQEBRERE0KNHjw6bQXTx4kUCAwNfeJ/sulbIiZS7fDyqJx7d2uatMzMz4+7du1KNiPgtIpGIo0ePUldXx4wZMx5ryCgWiyUTtrOzsykrK6NHjx5cuXIFN7cXJyt3NEopaNzc3Lhy5YqizZALqlbpZGhoSH19PbW1tVK31ZYX8/vZcim7nL+Fp9PbuivuVu130beH30ticOtcmFYBc/fuXbp3746DgwN9+vSRySBHNTU1BgwYwO7du19JQVNeXk5cXBwpKSnY2NgwYsQI7O3t5epZbP2dXrhwgdmzZ8ttnVays7NZtGgRKSkpfP7557zzzjtK6W3LzMwkPDycmTNn0q1bN4yMjPjpp5+YM2cOJibS5ai0l+rqanJzc5+YDv5b0oqr+Ht4OkNcTFkysO2l11ZWVly7dq3Nn2tububw4cM0NTUxffr0J/Kv8vPzEQqFuLu78+c//xlfX1/KysoQCoV/CBppcXZ2VqlNvy20ChqxWKwS1R0CgQBLS0tKSkoUPpxRTU3A6qm9GPNdJG/tTiBsxYAOHWBpbW1NdHR0h63XkdTU1EjCSPn5+Whra+Pg4MDAgQOxsbGRS97QlClT+Oyzz2R+XkUhEonIysoiNjaWiooKevfu/dK5MW3Fx8eHq1evUlBQgJ3dk0MMZUF9fT2rVq1i69atjBs3jmPHjinVxOVfk5OTQ1hYGLNmzZJ4rfz9/dHU1OSnn35i4sSJck1sTUhIwMPD47lN7YQNzazYk4ihdie+mdILNbW27wutz+i27CtCoZB9+/ahr6/PtGnTnhAzYrGY8+fPM3ToUNTU1Dhx4gSTJk1CJBLR0NCAs7Nzm+2UN0oraF7V5nqdO3dGS0uLqqoqpewZ8TSsrKwoLi5WuKABMNbV4vuZvZm+MYaPD6Xww8zeHSYMTU1NaWhooKqqqkM3KXnwtGReOzs7HBwcCAoK6pDrmzx5MosXLyY7O1spH47SUl1dTUJCAgkJCRgZGeHn54erq6tCZimpq6szdOhQSa6DrO+N8PBwlixZgomJCefPnycwMFCm55cl+fn5HD16lOnTpz8RguvVqxddu3bl4MGDcht1IBKJSEhIeK63TCwW89mRFG5W1rJncWC7Cx709PTQ0NCQel8pLi5m3759+Pj4MGjQoKdee1paGgKBADc3N+7fv09GRgZ9+/YlKSkJoVColPesUgqa7t2709jY2OGx4I6iNRdDVQSNpaUlaWlpijZDgr+tEauCXfjnyUz6XDXijX62HbKuQCDAxsaGmzdvdli5pyypqakhOztbMi23NZl3zJgxdOvWrcPDBZ07d8bX15ft27fzxRdfdOjaL0vrPKXY2FgKCgrw8PB4ooOvovDw8CA6OprMzExcXWUzNkQoFLJ48WLCw8P57LPPWLVqlVKGl1q5desWhw4dYsqUKc9sOWFjY8PChQvZu3cvpaWlhISEyLTkPSsrCyMjo+d+J/ZcL+TojWLeC3Im0P7luhRLu6+kpKRw6tQpQkJCnvn9EIlEREREMGbMGAQCAbt378bBwYHq6mqqqqqora1VykpdpRQ0ampq9OjRg4iICGbNmqVoc2SOlZUVJSUlShmDfBpWVlacO3dO0WY8xpKB9sQW3OMfx9Px6m5A7w4ajWBra6sygkYsFlNaWkpWVhbZ2dncu3cPR0dHPDw8mDBhglwSU9vKuHHj2LNnj8oImvr6epKSkoiLi0MgEODv78/48eOVao6SQCBg+PDhnDp1ChcXl5cWHuHh4SxevJgePXqQlJQk0/b68qCoqIj9+/czefLkF45W6Nq1KwsWLCAsLIwNGzYwfvx4mSX9x8bG4ufn98yfx9+6z//9ksYQF1OWD3t573f37t0pKCh45r7y8OFDTp06RVFREXPmzHlulVJiYiJdu3aV/K2PHj1KcHAwN2/epLS0FAMDA6UUtMpn0X/p2bNnu5KcVIHWeKeq8OvEYGVBTU3AN1N7YWHQmTd3xVNWXd8h67YKGmVFJBKRl5fHiRMnWLNmDfv27aOuro6goCA++OADJk+ejKenp1KIGYA5c+aQkZHB/fv3FW3Kc7l79y5hYWGsWbOG27dvExISQmhoKP7+/kolZlpxcHBAT0/vpapFhUIhM2bMYMaMGaxcuZKYmBilFzNVVVXs27ePcePGSW2rpqYmkydPZsiQIezdu5ezZ8++dE+X+/fvU15e/kwPSFlNPct2x2PVtQtrpvVGvR15M7+lV69epKam0tDQ8MTPMjMzWb9+Pdra2rz55pvPFTONjY1cunSJ4cOHA486Pl+7do0JEyYgEomorKxU2u+BUnpo4FHpdkxMjKLNkAutOSl/JAa/HF21Ndk4x49JP0azdFc8e5cEoqUh37wFU1NTGhsblWpuTl1dHTk5OWRnZ5Obm4upqSnOzs7MnDlTJhVJ8sTCwgIXFxfWrl2rdAnCYrGYzMxMoqOjqa6uxtfXl7feegtdXV1Fm/ZCWr00+/fvx93dvc2iS9W8MvBo4923bx8BAQG4uLi0+fPu7u7Y2tpy4sQJNmzYwKhRo9p93VlZWTg7Oz81j6qxuYW3didQXdfMT/P7SDXaQBr09fWxs7MjJSVF4hmqqqri3LlzFBcXM3nyZGxsXtzu4urVq1hbW0vSPXbt2oWRkRE6Ojro6+tTWVmplKX5oOSC5sCBA4o2Qy7o6emhrq6uUonBrfFZZRI08Kg/zTdTe7FsdwKfVvjTMQAAIABJREFUH03jn5M95bqBCwQCiZfG29tbbuu8iHv37pGVlUVWVhYlJSXY2dnh4uLCyJEjVWLD/TVvvvkmX3/9tdIIGpFIREpKClFRUWhqatK/f3969uyplC7259Faan/u3DnGjBkj1Wd+nSvz+eef8/7776vEdYvFYo4dO4apqSn9+vVr93l0dHSYMmUKGRkZHD9+nK5duzJ8+PA253JmZWU9M2H6i+PpxN68z3czeuNqqd9uW5+Gn58fp0+fxtXVlaioKG7cuIGvry/jxo2TqlKxvLyca9eusWTJEsn/rV27lrlz53Lr1i2am5uprq5WaDfq56G0gqa13v1VRdUSg3v06EFCQoKizXgqoz0tWT7UkR8icvHops+cvrZyXc/W1paCgoIOFTQtLS0UFRVJREx9fT3Ozs7069cPOzs7lR7HsGjRIv70pz9x+vRpgoODFWZHU1MTCQkJREdHY2xszKhRo7Czs1NqD9eLCA4OZt26dbi5ub2wjPv48eMsWrRIpbwyrURGRnL//n3mzZsnk7+Xq6srzs7OJCYmsnfvXnr06MGQIUMwNTV94Wfr6uooLi5+6u9vV8wttl+9xaIBdozrJfuCF0tLS4RCId999x1eXl6Ehoaip6cn1WdbWlo4evQow4YNk+xLrXPGzpw5w7Zt22hsbOTevXv4+vrK3HZZoLSCxtHRkaamJnJycnByclK0OTKnNYSjKonBNjY2HDt2TGlb1a8c4Ux6STV/DUvHzkRX6qFu7cHJyYmLFy/K/XfR2NhIXl6epDJJT08PZ2dnJkyYgJWVlUpvtL+mU6dOvP7663zzzTcKETR1dXXExsZy/fp1evTowdSpU5WygqM9dO7cmZCQEH755RdCQ0OfOntHJBKxbNky9uzZo1JemVZae/8sWrRIpsJeXV0dPz8/evXqxbVr19ixYwcmJib4+fnRs2fPZ5bl5+bmYmtr+4QtkTkV/OWXNIb1NOOT0bKpPmulpKSEuLg40tPTMTQ0REdHR2qvXCvR0dFoaWk9Jla++uorRowYQX19PZ06daKiogKhUKh0QylbUVpBo6amhru7OwcPHuSTTz5RtDkyx8rKitjYWEWbITXa2toYGBgobet/NTUBa6Z78/q6q4TuiufQsn44m0v3ZtJWunbtip6eHnfu3MHa2lqm566rqyMzM5OMjAxu3bpF9+7dcXZ2ZvDgwSrjzWsPH3/8Me7u7ty9e7fDZsTU1NQQExNDQkICLi4uvPHGG1K9gasaTk5O2Nracvbs2Sc2ufz8fMaPH09jYyPXr1+XWZl3R1FWVsYvv/zCjBkz0NeXbfimlU6dOjFgwAD69u1LRkYGsbGxnDp1it69e+Pu7v7EANan9VXKLashdHc8Tma6fDdDNknAtbW1ZGVlkZiY+FiOV6dOnfjxxx/Jy8uTWniUl5dz9epVFi9eLLmW2tpafvnlF86ePUtWVhbGxsbEx8fj4OCgtIJXaQUNPJr3cunSpVdW0KhSYjD8r8JHGQUNgF7nTmyd78+EtVHM3xbLkbf6YabXWS5rubi4kJWVJRNB8/DhQzIzM0lPT+fOnTvY29vj6enJpEmT6NxZPvYrG/b29vj5+fHVV1+xevVqua517949oqOjSUtLw8vLi6VLl77SYhGeHnrauXMny5cvZ9y4cWzZskXpJie/iIcPH7J3715ee+21Dnkmqaur4+HhgYeHB2VlZSQkJLB3717EYjEuLi64uLhgbW1Nfn4+QUFBks/dq21kwU9xaGmos/kNP3S12rftisViKioqJG0YysrKcHBwoH///jg7Oz8mMsaOHUtYWBihoaEvTAhvDTUNHTr0sfvghx9+wNramsDAQEmFVFFRkVI3U1RqQRMQEEB4eLiizZALrYnBDx48UNq24b/F1taWhIQEBgwYoGhTnkm3rl3Y+oY/UzdcZfH2OPYu6UsXTdlXPrm4uHDkyBFGjBjRrs/X1tZKRExRUREODg707t2bqVOnqtzGIiveffddli1bxjfffCOXN8DS0lIiIyPJy8vDz8+P5cuXK3w+WUfx69DTwoULefPNNwkLC+OHH35gzpw5ijavzYhEIg4ePEjPnj0V0hPKzMyMkSNHEhwcTHl5OVlZWVy4cIHS0lJaWlq4fPky3bp1w9DUnA/CbnK3up59SwLpbijdIFeRSER1dTV3796luLiYkpISiouL0dTUlHhsbWxsntkI0NHREXt7e86cOcPYsWOfu1Z0dLSkyeWv2bJlC8uXL+fBgwfU1NRQU1PDvXv3/hA07eVVTwy2tramsLBQZQSNjY0NR48eRSQSKaStu7R4djdgzXRvlu6K5919ifw4y1cmLt5fY2lpSX19PZWVlRgbS9fhs7a2loyMDNLT0yUVYz4+PkybNu13K2J+zcSJE3n77bfZvXu3TDfZwsJCIiMjKSkpITAwkJCQEKXsHSNvnJyc0NLSwsvLCx0dHRITE1Uq8ffXnDlzBnV19cc8IYpAIBBgZmaGmZkZAwcOJDU1lZiYGExNTSm4eYuPwvLIqetCkHYhUb/kkaSri56eHp06dZKI9paWFlpaWqitrZUIh/r6enR1dbGwsMDS0hJ/f3+srKykTvCF/3nlnhd6KioqeiLUBBAREUFZWRlvvvkmN27ckHieysvLlTYhGJRc0LzqicGq1kZfW1sbQ0NDSkpKlDbs1Mpr7hb8eYwbfwtP5/NjqfxjgodMQ3sCgQBnZ2eysrKeWyYqFAolIqakpAQnJyf8/PxwcnJS6cokeaCmpsbcuXNl4jUQi8Xk5uYSGRlJdXU1/fv3Z+rUqTJtba9qbNiwgVWrVjFw4EA+/fRTlRUzqamp5OXlsWjRIqXL5WgNAwUEBPDZ0VRy6gr5y1g3ZvgGUVNTg1AopKamhubmZlpaWhCLxaipqaGuro62tjZ6enro6emhra390tempaVFSEgIYWFhLF269IlmmjU1NZImhL8Nuf773/9m0qRJaGpqSkY4NDQ0UFtbq7QJwaDkguZVTwy2tbXl6tWrijajTbSWLCu7oAFYMMCOspoG1l/Kw1hHk5Wvtb3Z1vNwcXEhOjr6CUFTU1MjETF3797F2dmZPn364Ojo+IeIeQHvv/8+a9asISMjo10Jqi0tLaSnpxMZGYlYLGbAgAG4u7sr3cbXkdTV1TF79mwiIiL46aefCAoKYvPmzVhYWChdX6kXIRQKOXXqFDNnzlTK/LKSkhJ8fX35/kIuu68VEjrEgfn9H+Usde7cucOTzh0dHXF3d2fPnj3MmTNH4glubm5m3759+Pv7P9GEsLS0lIiICJKSkqivr+fOnTtoaWmRn5+Po6OjUt9LSi1o4NVODFbGrrMvwtbWlri4OAYOHKhoU6Tio5Eu3K9t5LsLuRjpaDKv//N7cbQFOzs7jhw5glAoRCwWk56eTnp6OmVlZTg5OREYGIijo+Pv2ivQVkxMTBg+fDhffvklO3bskPpzIpGIpKQkIiMj0dXVZdiwYTg5OalMwr28yM7OZuTIkRgaGpKUlCQZ1DhlyhT279/P/PnzpQ6ZKhqxWMzx48fp3bu3Ug4tFovFFBcX09Ddj/+czWayT3c+DJbtS1R7CAoKIiwsjH379jFjxgzU1dUJCwuja9euT82H/Prrr/H29sbZ2Znk5GRsbGy4desWxcXFL9W0sCNQ+idtQEAAx48fV7QZcqG16+ytW7dURtDY2Nhw5MgRmpqaVMLbIBAI+GKiB/cfNvJ/YekY6mgy3ls2PUbq6uowMjJiy5YtjzW6c3Bw+EPEvAQff/wxI0eOpLy8/IVvtGKxmLS0NCIiIjAwMGD8+PFYW1v/7oUMPBpfMHv2bKZOncr69esfe7O2trZm2LBh/PzzzyxatEgpvR2/JTU1lcrKSiZPnqxoU55KfX09WXW6XDiVyxAXU7l3LZcWgUBASEgIhw8fZs+ePdja2lJWVsaCBQuesK+uro5t27axbt064NFkbjs7OwoLCyktLWXRokWKuASpUV7f0X/x9fWltLRU0WbIDWUfdvhbunTpgqWlJQUFBYo2RWo01NX4bkZvAuyMeH9/EufS2/99qq+vJzExke3bt7Nu3To6d+6MQCDg/fffZ+LEibi4uPwhZl6S/v374+vrywcffPDMY8RiMXl5eWzatIno6GjGjBnD3LlzsbGxUYpNRNF88cUXTJ8+nS+++IKNGzc+NUzg4+ODg4MDhw4doqWlRQFWSo9QKOT06dNMmDBBae+v4zcKufCwB362Rqyb5UsndeXZXtXU1Jg0aRJqampcunSJCRMmPPWF9PPPP8fKyoopU6YgFAq5ffs2zc3NaGlpUVpaqtQJwaACgsbR0RGxWPzKTt5WNUEDSJJhVYnOndTZ9IYf7lb6LNudwMUs6avnRCIRmZmZHDhwgG+//Zbs7Gz69OnD+++/z6xZs2hqauLBgwdytP73x3fffcfBgwfJz89/4mdFRUXs3LmTEydO0L9/fxYvXqyyCa6ypqmpialTp7J69WqOHz/OW2+99dzjg4ODEYlEnD59GrFY3EFWtg1lDzUBXM4u55OwPCw7N7N1nr9cWkW8LOXl5RQXF0tyanJzcx/7+b1799iwYQNff/01AGlpabi4uJCTk0NRURGNjY1Kn3Ol9IJGTU2NQYMGsW3bNkWbIhdMTExUbkNs/ZIr6wPwWeh37sSOBQE4meuyZGc8kTkVzzxWLBZTWFhIeHg433zzDTExMdjb2/POO+8wbdo0XF1d0dDQQE1NDQ8PD5KTkzvwSl59vLy8CAoK4r333pP8X0VFBQcOHGDfvn24ubmxbNky3N3d//DI/Je7d+/i7+9PamoqiYmJDB48+IWfUVNTY8qUKRQWFhIREdEBVrad1lCTNNejCK7lV7JkZxzd9TVY5i5ud+M8eVJRUcGuXbsYPXo0kyZNYvz48YSHh/PLL79QX18PwIcffoiXlxevvfYa8GiOk7OzM2VlZdy6dYsBAwYo/b2m9IIGYPTo0URGRiraDLnw6+nNqoKxsTGampqUlJQo2pQ2Y6DdiZ0LA7A30WHRjlhi8isf+3l5eTnnz5/nu+++Izw8HAMDA5YsWcK8efPw9fV9ovQRHm2+KSkpKifwlJ1vv/2Wc+fOERkZSVhYGFu3bsXS0pIVK1bg5+en1L2QOppr167Rq1cvyRDZ1uRfaejSpQuzZ88mMzOTy5cvy9HKtqPsoabYm/dY8FMs3bp24QP/zph1Vb5J9/fu3WPnzp0EBQXh4eEBPOrMHRoaikAgYN26dURGRvLzzz/z7bffAlBZWUl1dTUNDQ0YGBiQl5fH6NGjFXkZUqESgmbIkCHcvn1b0WbIjdZ+NKpEa+t/VcRIR5NdiwLobqjNgp9iiUi7zdWrV9m4cSM7d+5EJBIxbdo0QkNDGThw4AsTti0sLOjUqdMr/R1VBBYWFgQFBbF8+XI6d+7MihUrGDBggEoko3ck27ZtY/jw4SxevJiwsLB2Jfjq6Ogwd+5ckpOTleblUdlDTTH5lbyx9Trm+p3ZszgQtcbaNjW+6wju3bvHjh07GDRo0BP9zrS0tBg7dizjx4/nk08+wcfHB2NjY8RiMcnJybi7u0vCUkVFRQwZMkQBV9A2VELQuLm5IRaLiYqKUrQpcsHe3p68vDyVesNXZUEDoNcJPu2rizaNLN55gyvZ5QQFBfHuu+/y2muvYWFhIbV7VSAQ4Onp+UfYSUY0NTURGRnJDz/8wPTp08nLy0NDQ+Op3rHfMy0tLbz99tu88847bNu2jX/84x8vdT5dXV3mzp3LjRs3uHTpksKfR8ocaorKrWDetut069qFvUsDMdfvTF1dnVJ9RysqKti+fbskyf5ZPHz4kISEBD744ANOnjzJjz/+SGxsLI6OjuTn55Ofn09DQ4NKDC5VCUEjEAgYPHgw27dvV7QpcsHY2BgtLS2VCuF0796dmpoalcr9EYlEZGdnc+jQIVavXk3pzWy+HWeLg7k+m3M6UdCg0+6mUb169SItLY2GhgYZW/37QSQSERcXx/fff09xcTHz589nxowZLF68mJUrVyraPKWiqamJsWPHcvjwYSIjI5kyZYpMzquvr8+8efNIT0/nwoULChM19fX1ShtqupRdzoKfYrE11uHnJYGSAbgtLS1KEwYtKytjx44dDBkyBH9//+ce+8477zBx4kTGjx9PaGgoPj4+tLS0sH//fgQCAQUFBQwaNEjp82dABfrQtDJ69Gh++OEHRZshN1o9HsroWn0aampqODk5SSp+lBWxWMydO3dISUkhLS0NY2NjPD09GTVqFNrajwbF7XNrZO7W6yzdGc93M3oz2tOyzevo6+tjZ2dHSkoKfn5+sr6MV5rWpoQXLlxAX1+fadOm0a3b/3oF/f3vf8fa2pr9+/czdepUBVqqHAiFQoKCgqiuriYxMVHm3Wd1dXV544032LlzJw8fPmT06NEdvlFHRUXh7OysdM/Ds+mlvLU7AUczXXYtCsBI538z2FpaWpSii+7Nmzc5ePAgwcHBeHp6PvfYy5cvc+3aNfLy8oBHzoPCwkJGjBhBYWEhN2/epLCwkIULF3aE6S+N4n/7UjJkyBDu3LmjaDPkhrOzM9nZ2Yo2o024uLiQmZmpaDOeSk1NjSRscezYMXR1dVm0aBELFizA399fImYAumo/yqnp1aMry/ckcDihfd8zPz8/YmNjFe6qVyXy8/PZtGkTkZGRjB49mrlz5z4mZuBRfsfKlSv59NNPlb5firwpLS3F398fgUBAbGys3Frpa2trM2/ePIRCITt37qS2tlYu6zyNmpoa4uPjlS5n40Dcbd7cFY+rpR57Fj8uZgCluO/j4uI4ePAgkyZNeqGYgUejRubPn4+5uTkAVVVV3Lp1Cw8PDwoKCmhubiYvL0/p/hbPQmUETc+ePQGUJmFN1vTo0YOqqiqqqqoUbYrUODo6UlJSQk1NjaJNAf7XL+bnn3/mxx9/5N69e0ycOJG33nqLQYMGPXeq+aOS7j4E2huzcn8Sm6882f/kRdjZ2SESif5IDpaC4uJidu7cyfHjx+nXrx9LlizBwcHhmW7tDz/8kLq6OtauXdvBlioPOTk5+Pn54ejoyOXLl9HR0ZHrelpaWkyfPh1ra2s2b97cYQ1OL126hLe3N/r6+h2ynjRsupzPqoPJ9LU3ZvfiQLpqaz5xjJqamsJEjUgk4vjx41y7do0FCxZI1Zfp0KFD5Obm8uWXX0r+Lz4+Hk9PT4qLi9HU1KSmpoaWlpYn5j0pK+r/93//15bj23SwLBEIBMTExJCTk8O4ceMUZYbcEAgElJeX09jY+MQbqrKirq5OZWUltbW1bSoTlTUVFRVERUVx9OhRKioq8PT0ZNy4cbi5uaGvry917FdTQ42QXpbklwvZEnmT2oZmBjiatCk5uKWlhczMTNzc3F7mkl5ZhEIhJ06c4PLly/j5+TFu3DipErDV1dUxMzPjww8/ZN68eejqKl95rDy5fv06w4YNIyQkhD179nRYXolAIMDOzg5dXV0OHTqEkZGRXAcsVlZWcvbsWaZMmaIU1WxisZivTmWx+lw2oz0t+HG2D9qaT//dZ2ZmYmRkJPF2dBQPHz5k7969NDU1MXv2bKkqrYRCIaNGjeLDDz9k6NChwCNRdPToUUaNGkVcXBwAMTEx9OjRg+nTp8v1GqTgr9IcpDIeGoBRo0ap3HTqtqCKYSdPT09SUlI6fN3GxkYSExPZunWrJFl83rx5LFiwgN69e0umyrYVLQ11vp/hw9y+Nmy6UsD7B5JoEkkf5vD29iY3NxehUNiu9V9VWlpaiImJYd26dWhra7N8+fI295KZM2cOgYGBzJ49W46WKh8nT54kKCiI0NBQNm/erJA8DQ8PD2bNmsWpU6e4ePGi3DwRERERBAYGKkW1UJOohY8PpbD+Uh4zA6z5foYPWhrP/r5qaGjQ1NTUgRY+CkFu2rSJbt26MX36dLS0tKT63OLFi+nRowfvv/++5P8yMjIwMTHB0NCQzMxMampqSEtLY+TIkfIyX+aoTFIwwNChQ1m1apXSJF/JGgcHB44dO0ZDQ4PUX0xFY2tri1AolGqQ4MvSmuCbmJhIRkYG1tbW9OvXDycnJ5kmLaqrCfjrOHfM9LT4+kw2lbWN/DjLR6oOoJ07d8bV1ZXExESVmUgub27dusWJEyfQ0dFh3rx5L/U92blzJ87OzmzevFnpB+XJgu3bt/PWW2/x1VdfvXCMgbyxsrJi8eLF7Nu3j7t37xISEiJTT1lxcTGFhYVK4YGvqW9i2e4EruRUsGKYIytHOL/Qi6irq9thLzJisZikpCTOnj3LyJEjpcqXaSU8PJzw8HCSkpIe20fj4uLo06cP2dnZmJqaUlFRwc2bNyUeHFVApVSBs7Mzurq6HDx4UNGmyAUtLS2sra2fmLGhzHRE6//a2lqio6P58ccfOXr0KEZGRixbtowZM2bQs2dPuVRgCAQClg9z4qvJnkTlVvD6umiKH9RJ9dk+ffoQGxtLc3OzzO1SJWpqajh8+DCHDx9m0KBBzJkz56VFr4mJCWvWrGHVqlXcvXtXRpYqJ1999RXLly+XiBploLUCytTUlPXr15Oamiozb8358+cZNGhQu72rsqL4QR1T1l8lOq+SryZ78v5rLlKFnfX09Dokn7C6upqff/6Za9euMWfOnDaJGaFQyOLFi/n8888fy7MpLi7m/v37uLi4kJycjIGBAQ8fPkRXVxcnJyd5XIZcUClBIxAIeP3119m4caOiTZEbqhh28vLykumDDR6FKLKzs9m3bx/ff/89ZWVlhISEsHz5cgYMGNBhHTmn+VuzdZ4/RffrGL82iqTbL+67Y2Fhgbm5+e+20Z5IJOLq1ausW7cOfX193nrrLZnOXPo9hJ4++eQT/vnPfxIeHs7kyZMVbc5jaGhoMHz4cGbMmMGlS5c4cODAS3sm8vPzefDgAb1795aRle0jtaiKCWujKLpfx0/z/Znmby31Z+XtoRGLxSQmJrJhwwa6devGokWLsLCwaNM5nhZqgkdl8n379qWxsZGbN28iFAq5cuUKU6ZMUYn+M62olKABmDRp0iu9UbQOfhSJRIo2RWrMzc1l1vr/3r17nD9/nm+//ZbLly/j6OjIe++9x4QJE7CxsVHIzTXY2ZRDy/qhpaHGtI1XOZHy4gaIAwYMICoq6ndXZnzz5k02bNhAbm4uCxYsICgoSC5v3Dt37iQhIYHNmzfL/NyKZtWqVWzYsIELFy4oZZfcVrp168bSpUsxMjJ6KW+NWCzm/PnzDB06VKGN6c6mlzJ1w1U01AQcDO3HQKe2eRPl6aFp9cpcv36dOXPmMHjw4Db/rlpDTXv37n0s1NQaWvLx8SEtLQ1bW1uKi4tJTU1l0qRJsr4UuaJSOTTwaKOora0lISEBHx8fRZsjc/T19TE1NSU3N1dlSuV+3frf2lr6N5pWmpubSUtLIzExkfLycry8vJg9ezZmZmZysLZ9OJvrcfSt/izdGc+y3QmsCnZh2ZBnlxlbW1ujo6NDRkYG7u7uHWxtx1NTU8OZM2coLCwkODgYV1dXuYrP1tDT22+/TUhISJvfVJWVd999l127dnHx4kW8vLwUbc4L0dDQICgoCFdXV44ePUp6ejqjRo1qkwc1IyMDsVissPukpUXMDxG5/OdsNl7dDdg81w8z/bbPw5KHoBGLxdy4cYNz587h7+/PwIED2yX6nhVqgkfemT59+qCpqUlKSgpmZmZ06dIFoVBI//79ZXUpHYKgjYpa8Z2DgMmTJ9OlSxd27dqlaFPkQlxcHAUFBTJrZ94RPHjwgI0bN7Jy5UqpS0rv379PXFwcN27cwNLSEh8fH1xcXJSmffjTqG8S8fGhZI7eKGa0pwX/er3XM5OFs7OziYiIYMmSJSrltm0LIpGIa9euERkZia+vLwMHDuzQHIjRo0fT2NjIuXPnOmxNebF8+XL27dtHRESEZCqyKtHc3MylS5eIj4/H19eX/v37v3BQplgsZuPGjQwdOhRnZ+cOsvR/1DY088GBJE6m3mVi7258OcmTzp3a9/xpbm7mq6++4qOPPnrpsnqxWExeXh7nz59HXV39pUX7jBkzyM/P5+rVq495Z6qrq1m/fj0rVqygvr6ezZs3Y2xszKlTp2hpaVGmfFWpHqAq56EBmDp1Kh999JGizZAb7u7unDt3jvr6+nZNzlUEXbt2pVu3bqSlpT0x1fXXtLS0kJubS2xsLEVFRXh7e7Nw4UKMjIw60Nr207mTOquneeNuZcCXJzPIKRWyca4fdiZPNjlzcnLi/Pnz5OXl4ejoqABr5UtBQQEnT55EX1+fhQsXYmxs3OE27NixA2dnZzZt2sTixYs7fH1ZERoayqFDh7h8+bJKDAF8Gq25NX5+fly8eJHvv/+e/v3706dPn2du8EVFRTQ0NCgk8bSw8iFLdsaRXVrDZ2NcWTjA7qVePDQ0NDAyMqKsrOylRjbcuXOH8+fPU1NTw/Dhw+nZs+dL2fWsqiaA6OhovL296dKlC1FRUfTs2ZOMjAyuX7/Ov/71r3avqShU0kNTVVWFmZkZt2/fVqqwhCzZu3cvLi4uCk+SawtZWVlERkY+de5HbW0tiYmJxMXFoaOjg7+/P+7u7krRPKu9ROVWsHxPAs0tYtZM92ZYzycbaqWkpBAfH8+8efM63kA5UV1dzZkzZ7hz5w7BwcEv/cB9WXbu3Mnbb79NWlqa0s3+kYbly5ezf/9+Ll++LOmI/ipQXl7OhQsXKC4uZsiQIfTq1euJDfXIkSOYm5vTr1+/DrXtYlYZ7+67gVgMP8zs3eZ8mWdx7Ngxunfv/tzp1s+i9fdVVFTEkCFD8Pb2fun2JNXV1bi4uLBy5UpWrVr12M8ePnzI999/z7Jly+jSpQurV6/Gy8uLe/fuMW/ePMrKyjAwMHip9WWIVA8YlRQ0AH379mXIkCGPtW1+lUhPTycuLo65c+cq2hRNJ4AoAAAgAElEQVSpaWlp4bvvvmPatGlYWlpK+sbExsaSnZ2Nq6srfn5+KtMJWRru3H/I0p3xpJdUs2KYE+8Md0Jd7X/3XktLCz/88APjxo3D1tZWcYbKAJFIRExMDFFRUfj5+TFw4EClEaSTJk0iJyeH+Ph4hZf9toV3332X3bt3q7Rn5kXcvn2b8+fPU1tby6BBg3B1dUVDQ0Oyoa5YseKx2WrypFnUwrfncvghIpeeFnqsn+2L7VO8q+3l+vXrlJaWMnbsWKk/U15eTnR0NNnZ2fTr148+ffrI5L5qaWmRzGC6ePHiE+Lo/PnzPHz4kLFjx5KcnExSUhLV1dXk5ORw/fp1oqOjX9oGGfJqC5o1a9awadMmUlNTFW2KXGhubuabb74hNDRUqWaavIgrV65QUVGBtbU1sbGxNDU14efnJ3FrvorUN4n405FUDiXcIdDeiDXTe2P+q6TC5ORkYmNjWbBggcrm0uTn53Py5Em6du3KyJEjFRJeeh6NjY34+Pjg7OzM4cOHFW2OVKxatYpt27Zx8eJFlcyZaQtisZjc3FyuXr1KWVmZxPMsFAoZP358h9hQVl3P23sTicm/xzS/Hvx1vHu782Wexe3btzl58iRLlix57nGtc+fi4uKoqKjAx8eHvn37yjTFIDQ0lBMnTkj6yvyampoa1q1bx9KlSzEwMGDLli24ublx/fp1Nm7cyNKlS3n77bdlZosMeHVzaADGjRvHJ598QmNjo0q9kUmLhoYGrq6upKamdrg7tr1UVFRw//59kpOTefjwISNGjMDe3l5lN3Fp6dxJnW+m9qKvgzF/PprK6DVXWD3Nm0HOj9zYHh4eREVFkZWVpXIhBaFQyKlTpygqKiI4OBgXF+majHU0mpqanD59mt69e/O3v/2Nzz//XNEmPZdPPvmELVu2/C7EDDyqhHRycsLJyYmKigpiY2OJjY2lR48e5ObmPncwqSyIzqvg7Z9vIGxo4uspvXjdt7tc1rGwsKC8vJzm5uan5g1VV1cTHx9PQkICJiYm+Pn5yaU56IYNG9izZw8xMTFPDRtdvnyZXr16YWBgQElJCdXV1VRXV9OzZ0/y8/OVoltze1CZ4ZS/xdDQkC1bttClSxf8/f0VbY5c0NLSkrj3lZXWN42TJ08SFRWFjY0NnTt3xt7eHi8vL6Xc/OSFm5U+we7mXMwqZ3NkAY3NLQTYGaGuroaBgQHnz5/H19dXJX4nYrGY1NRU9u3bh62tLVOmTMHc3FypbdfX16dfv36Ehobi5uamtOLxq6++4ttvv+XChQt4e3sr2pwOpzW8VF5ejo+PD5GRkVy9epXm5mb09PRk6sltErXwn7NZfHo4BQuDzuxaGCh50ZAH6urqZGRkYGFhIRESTU1N5ObmcuHCBc6ePYuRkRGjRo2if//+mJmZyXyMT1RUFHPmzGHnzp1PHb9y7949Tp8+LRkAGhERgZ2dHTdu3KCiooKMjAz+8pe/yNQmGSDVcEqV9dAAzJw5k61btxIaGqpoU+SCjY0NdXV1lJWVKV3yc01NjeRNw9DQEH9/f1xdXVFXV6ewsJBjx44REBCg1BugPHD6b7+av4al8ePFPKLzKlk9zRsnJyeioqJISkpS+kRvoVDI8ePHqaysZMaMGSqV89S/f3+++eYb3njjDWJiYpQuL+Wnn37iH//4B+Hh4Ur/PZAnsbGx9OnTh969e9O7d2+KiopISEhgy5YtaGtr4+LigouLC926dWv3M6SgopZ39yaSdKeKqX7d+ctYd3SkmMf2sjg5OZGamkpFRQXZ2dkUFBRgaWmJh4cH48ePl+ucvqKiIiZOnMgHH3zAhAkTnnrMhQsXCAwMRFtbm/r6etLT0xk7dix6enps2rSJWbNmyc0+eaOyOTTwqM9H7969qaysVJny5rZy9uxZAEaMGKFgSx69td+8eZO4uDjy8/Px8PDAz88Pc3PzJ45bv349wcHBTzRx+j0RnlzMn46k0tjcwmchrgywgMOHD7NixYqX7lMhD1q9MqdPn8bb25shQ4YopZ3S0Jo/kJKSojQ5aMePH2fatGls27ZNpXpMyZr79++zadMm3nvvvSeSX8ViMUVFRWRlZZGdnU1tbS1OTk64uLhgb28vVXqBWCxmf9xt/hqWTid1Nb6c5MloT0t5XY5kzfLycrKyskhNTaW8vBw3NzecnZ1xcnLqkPxBafLISkpK2LNnDytWrEBTU5OYmBiKiopQU1PDyMiI0aNHc+PGDWWc3/RqJwW34ubmxqxZs/jTn/6kaFPkQmVlJVu3buW9995T2ObS3NxMSkoKMTExiMVi/P398fLyeu6bRlxcHLm5uUyfPr0DLVU+7lbV88GBJCJzKxjW04xAtTw8nWzo27evok17DKFQyIkTJ6ioqGD8+PEq5ZV5Gq0VHmKxmEuXLsncrd9Wrl+/TlBQEF9++aXSDJpUFOfOnUMkEhEcHPzCY+/fv09WVhZZWVncuXMHQ0NDrKyssLS0xNLSEgsLi8dEToWwgc+OpHIq7S597Y35z7ReWBrIVkyIxWLu379PcXExJSUlkn+dO3eWCJhjx44xb968Dk2enzBhAvn5+cTFxT1T+O3atQtnZ2f69OlDS0sLa9euJTg4mCNHjlBXV8eBAwdIS0vrMJvbwKudFNzK0qVLWb9+/SsraIyNjbG0tHxhwzp5UFtbS2xsLHFxcVhaWvLaa69JneTbq1cvLl68qJThso7EwqAzOxb0YcfVm3x5MpOEToYEFCYpTdWXWCwmLS2NU6dO4e3tzaRJk1TWK/Nr1NTUCA8Px8vLi2XLlrF+/XqF2ZKTk8Po0aN55513fvdiprm5mcTERBYsWCDV8YaGhgQGBhIYGIhIJKKsrEwiJJKTkykrK8PQ0BBLSyvymvTZntpAfbOY5QO7EzrUCe0u7fPcNzc3IxQKqampoaamBqFQyIMHD7h79y4lJSVoampKhFXfvn2xsrJCR+d/5d+tQ4Y76sXlL3/5C9HR0dy4ceOZYiYvL4979+5JeuRkZmbSpUsXysrKcHFx4eOPP2bZsmUdYq+8UHkPTWlpKTY2NhQWFr6yG2dmZiZRUVFPbVgnD8rKyoiJiSEjIwM3NzcCAwMxNW17Il1rCffEiRPlYKXqkVNaw8r9SaQUVeFtDBuXDm/XzBhZ8ap5ZZ5GRkYGgYGB/Otf/2Lp0qUdvn5paSl+fn4EBwe/koM024qs+2uJRCIyC4r4+8kcYorq6aHTwnjzaro0PaCmpkaSaKyrq0uXLl1QV1dHTU0NNTU1BAIBLS0tkn9NTU0S8dLY2IiOjg56enqSz+vr62NhYfGEeHka2dnZREdHd0hDzUOHDvHGG29w+vTpZ85eEolErFu3jqCgIHr27IlYLGbTpk0MGjSI06dPM3jwYAIDA5V5H/19eGjMzc0JCAjgr3/9K2vXrlW0OXLB2dmZkydPUlJSgqWlfGLBrbNDYmJiKC0txd/fn+XLl7/wxn0e/v7+fPfddzx48ICuXbvK0FrVxMlcjyPL+vHjhWzWnM9h+DcX+XysO6/7du/Q5OlX1SvzNFxdXdm5cyczZ87E0tKyQ8tRhUKhpOPrxo0bO2xdZSYrK0tmidpisZjwlLv83y+Z1DaI+GhkTxYPtEND/X/hxaamJomnpa6u7jEBIxaLJeJGTU0NDQ0NiXjR1tZ+qXvSzs6Oo0ePyv3ZFxkZyfz581m9evVzB0nGxMRgaGgoGXicn59Pc3MzampqdOnShQ0bNhAYGKisYkZqVN5DA7B7924+/fRTbt26pWhT5Mbly5d58OCBzB/ITU1NJCcnc+3aNdTU1AgMDMTDw0NmG9y5c+dobGxk9OjRMjnfq0LYxev862IRt+s1Gehkwv+b6EkPI/l3S231ypSXlzNhwoRX0ivzNDZt2sTKlSs5ePCgVLkbL0tTUxODBg0CHt27ytJRWZG0tLTw9ddfS5q5vQyFlQ/587FULmWX06tHV75+3Qsnc+knfHcEp0+fRl1dnaCgILmc//r164wYMYKPPvqITz/99JnHtQ6gXLRokWRm3vbt2/H29iY9PR0XFxcmTpzIl19+ycyZM+ViqwyQSl0qNlNORkyYMIGysjJlTWaSCT4+PmRkZFBfXy+T8wmFQiIiIlizZg1ZWVmMGjWKpUuX4u3tLdO39cDAQFJSUhAKhTI756tAyGB/5narZLGPAQm37jNi9SXWRuTS0CySy3qtFUzr16/HyMiIpUuX/m7EDMDixYv58ssvef3117l48aJc12ppaWHixIlUVVVx7ty5P8TMf7l9+zYGBgYvJWYam1tYG5HLiNWXiL91n7+MdePQm32VTswA+Pn5cePGDZqbm2V+7hs3bhAcHMzbb7/9XDEDcObMGfz8/CRi5s6dO9y/f5/u3btz+/ZtBAIBZWVlHdaxWZ6obGO9X6OpqUlSUhIRERFMnTpV0ebIBU1NTUpLS3n48CHdu7e/y2VpaSnnz5/n5MmTGBoaEhISQkBAAIaGhnIJe2hqalJVVUVpaenvuoT7twgEAiwtLciIPMnfF46luLqR7VdvcSK5BAdTXayNZeetEQqFHDt2jPT0dKZMmSKToXeqSJ8+fdDU1CQ0NJQhQ4bQo0cPuazz7rvvEhERQXR0NIaGhnJZQxW5fv06ZmZm2NnZte/zBfdYuD2WsOQSXnMzZ+s8fwY6maKmppy9rrS1tcnLy0NdXf2J1hYvQ1paGsOGDWPhwoUvnGVYUFBAbGwsr7/+uqQb8YkTJ/Dy8uLWrVuYmZmxevVqevbsqez9Z6RqrPfKPNUWLlzIlStXFG2GXPH39ycuLo42hgkRi8Xk5OSwY8cOdu/ejZGREStWrGDMmDGYmJjIydr/0a9fP+Lj42XmXXpVsLKyomfPnmQmXGXdbF9+mu+PSCxm9pZrLN+TwN2ql/t9/d69Mk/jgw8+YNWqVYwePZpr167J/Pzbtm1j27ZtnDhxQqab2KtAdna2JIejLZRU1fHO3kSmbrhKXZOIrfP8WDfbFwsD5e891vrMlhWZmZkMHTqUGTNm8O9///u5x4pEIk6ePElwcLDES1hWVsadO3fw9PTkxo0b+Pn5ceXKlQ4rOJE3r0wmYFBQEPX19Zw9e1YpmtDJgx49eqCurk5BQYFU3o6mpiaSkpKIiYmhU6dO9O3bF3d3d5nPDXkRhoaGODo6EhcXx4ABAzp0bWVn2LBh/Pjjj/Tq1YshLt04/a4xGy7ls/ZiLhcyy3hzsAOLB9rTRbNtf7Nf58qoWrdfefPZZ5/R1NTEa6+9xvHjx2X2nbx27RorVqxg27ZteHl5yeScrwoVFRU0Nja2qaihvknExsv5rLuYR4tYzIphjiwb4tjme0GRtBZ0FBUVvfQ9mJyczPDhw3n99df5/vvvX3j81atX0dfXf2wESFRUFAEBAeTk5GBubk5cXBwNDQ0MHz78pWxTFl6JkBM86jtRVFTEgQMHmD9/vqLNkQsCgQCBQEBKSspzB9oJhUIiIyM5cuQIIpGIYcOGMXz4cCwsLBQWajA2Nub48eP4+vq+shU17aFTp07o6+tz5swZevfujWYnDQLtjRnfqxu37z9kZ8wtDifcwVhXExdzPanCgqmpqezduxc7Oztef/31PyrMnsLQoUOBRx2F+/Tp89Lh0NLSUgYNGsRbb73FihUrZGHiK0ViYiI6OjpSeWjEYjEnUu6yeEccZ9JLCXa3YONcP0Z6WNJJXbWCCgKBAA0NDeLi4l5K5MbHxzN8+HDmzp0rlZgpLy8nPDycGTNmSPpdVVRUcOHCBSZMmMCpU6fo27cvq1atIjg4mJCQkHbb1kFIFXJ6JaqcWsnIyMDPz4/S0lJ0dXUVbY5caGpqYs2aNcydO/eJErv79+8TFRVFWloanp6eBAQEdGinyhdx5MgRDA0NGTJkiKJNUSrEYjEHDhzA2Nj4iTel6wX3+Ht4OilFVfTqbsBnIW742xo99TyNjY0cP36c4uLi31UF08uwevVqPv/8c/bu3cuYMWPadY6mpib8/f3p0aMHYWFhMrbw1WDbtm0MGDDghS31r+VX8tWpTBIKH+Bqqc9fxroRaK88z7D2IBKJWLt2LWPHjm1X/tDVq1cZPXo0oaGh/L//9/9eeHxLSwtbtmyhd+/ejw02PnDgAJaWlnTr1o3jx48zd+5cLC0tiY+PV9pBrr9CqkSpV8ZDA2BqakpYWJikaudVRF1dHZFI9Fg/h9LSUs6cOcO5c+ewtrZm0qRJuLu7S6baKgsWFhaEhYXh7e0t1UyW3wsCgQAbGxvCw8OxsbF5bPZQN8MuTPfvgbWRNqfT77It6iYpd6pwNtfDVO9/oyfu3r3Lzp076dq1K9OmTfsjGVVK+vbti6GhIUuWLMHFxQU3N7c2n2PGjBncvXuXc+fO/eF9fAoPHz7kwoULjBkz5pke4oySaj48mMS/z2QjFsNnY1z5YqIn1h3QykDeqKmpoaOjw+XLl/Hx8WlT8UVERAQhISGsXLmSv/3tb1J9JioqipqaGkaOHClZq6ioiOjoaCZNmsSJEyfw8/PjP//5DyKRiI8//rhd19XBSOWheaUEDUDXrl35+uuv+eCDDxRtitwwNzeXVCmdO3eOqKgoXFxcmDRpEk5OTkorFrp06UJ1dTW3bt1SxuFnCkVTU/Ox0NOvH/wCgQA3K31mBVijranBL0nFbI26SX55LS4WeuSmJ/HLL78wfPhwBg8e3OE5UqqOv78/VlZWLFmyhObmZgYPHiz1Z7/44gt+/vlnIiMjlcobqkykp6fT0tKCp6fn/2fvvMOiuvP9/wJBEMGKYhdQMTYUu4KoKDH2giJNRaNGTTO5Kbv37t3c7O5vd9XUu9EkNlQsSEBFRWyoSImiFEGKdKX3XmfmnN8fXtgQkCYwDMzreeYJ4Zw55zMy853391PrHEvOK+PLyxH8t8dTckuq+MjSiO9spjBlRF9U27HZZFszYMAAHj9+jJaWVpO7rh88eJBt27bxxRdf8Mc//rFJz6kONdnZ2dUarXLp0iWmT59Ot27dePToEatWrWL79u387W9/a5GIlwNdL+QEL92/enp6HDt2rFO23K/u6HvlypWaZC4TExOF2RmWlpZy8OBBduzYofQi/I6GQk+/pbBMwmHfeI77JVIpkWGsU8rfbOcx0XBIO1rb+fDz82PdunXMmzePc+fONboxuHr1KjY2Nnh6ejZLBHU1XF1dMTIyYsqUKTW/S84r4+DdONyCUuimqoKjqT575o+mt1bn7dkTFxfH9evX2b17d4ObDkEQeOedd3Bzc8PZ2bnJ+S2vCjXFx8dz7do19uzZg7u7OyNGjCA1NZUdO3aQmZmpKH2Suk5jvd+irq7Oe++912T3nKIgCAIREREcPnyYW7du1VRmjBs3TmHEDEDPnj2ZMWNGmzc3U0RUVFRYtmwZISEhpKamvvK83lrq2E3UYVPfeMyHqBBRpsOao6F85vaExJzSdrS4c2FmZkZISAjPnj1j+vTppKWlvfLcmJgYHBwcOHDggFLMNIAoirx48QJ9fX3gZYffz9yesPCre1wIScV+1gh8Pl3IH5eO69RiBmDUqFH069cPPz+/V55TWFjIvHnz8Pb25uHDh81K1g0ICEBTU7Nm+CS8/Pf39vbGwsKC/Px8nj9/ztSpU/nrX//Ke++9pyhipsl0OkEDLydwR0dHN7ggKQpSqZTg4GAOHjzIw4cPWbhwIbt27WLGjBlMmjSpTXpptDVz584lPj6ezMxMeZvS4dDW1mbp0qVcuHCBysrKOsdFUSQgIICzZ8+ydukiTnywHJ9PF+IweyQeoWks+voeH7qEEJNZLAfrFZ+hQ4cSHByMoaEhJiYmPHjwoM455eXlvPXWW2zYsIHdu3fLwUrFobi4GFEUyansxqe/PGHh1/e4FJqGw+yR+H62kC9XT1SIfjKtgYqKCitWrCAwMJCMjIw6x6uLOdTV1QkLC8PIyKjJ105LS+PXX39l5cqVtXJ0IiMjARg/fjz+/v7MnDmTrKwsnj17xq5du17/RXUwOl0ODUCvXr148OAB9+7dY/369fI2p0VUVVURGBiIu7s75eXlWFpasmDBAnR1dWvesAMGDODq1asKVwqtpqaGqqoqISEh9cbVuzoDBw4kMzOTZ8+e8cYbb9T8vcvKynBzcyMtLY1NmzbVdLrV0VRnwdiBbJwxHBVUuBiSynH/JCLTihjcW5PBvTXbdfilotOtWzdsbGwoKSlh9+7dDBw4kKlTp9Yct7GxobKyksuXLyv/XRtAFEU8A6NxS1TlG58U4rNL2DRbn0P2U1luPARtDcVZs1oLDQ0Nevbsibe3d61cOXd3d1atWsXGjRtxcXFBQ0OjkSv9m4qKCpydnVmyZAkjRoyo+b1MJsPV1ZUlS5bQrVs3rl+/zrp163j33XcZPny4XKbPvwZdM4emmjt37rB+/XpycnIUqs17WVkZgYGBPHr0CAMDA0xNTRtsRnXhwgUGDhyocA3rpFIpP/zwA2vXrmXkyJHyNqfDIZFIOHLkCHPmzMHExISkpCQuXrzIxIkTsbCwaDAGn19axXH/RE79+pzCcgmTh/dhxzwD3powqNYkYiWN4+7uzrZt29i0aRP/+7//y5EjR/jDH/5AWFhYm41OUHRkgsjNiAwO+yYQ8qIAbXV423wMm+eMpL9207+oOyuiKHLu3DmGDh3K/Pnz+eKLL/j666/57rvv2L59e7Ov5e7ujqamZp3w1OPHj4mMjGTz5s14eXnVDMrU1dXF3d29pheTgtCknUOnFTSiKDJixAg+//xz3nvvPXmb0yhFRUX8+uuvhIaGMm7cOExNTZtUNZGVlYWzszMffPCBwsVDIyIi8PX1ZefOnQolOtuLrKwsTpw4wcSJE4mKimLVqlXNqg4rq5LiHpTCMb9EknLLGNqnB1tN9dkwfTi9eyjWe0WeREREsGzZMvT09IiKiuLEiRNYWVnJ26wOR0FZFb88TsH5wXNe5JUxop8WkzVz2bZwHCaTJsjbvA5FUVERhw4d4v79+wQFBeHh4cHs2bObfZ2goCAePXrE22+/XWv9Lysr49ChQzg4ONCrVy/+9a9/sWfPHk6cOMGBAwd4/vy5onkXu7agAfj+++85ePAgMTEx8jblleTm5uLv7090dDSTJ09mzpw5tfqQNIXz588zYsQI5syZ00ZWtg2iKOLs7MzYsWOZNWuWvM3pcBQXF3Py5EmKiorYtWtXzbTc5iITRLyjMjnql0hgYh491LuxavIQHGaPZNKwlk8+7kpkZ2ejr6+Puro6t2/frlVF0tV5mlqI86/PuRSaSqVUYKZ+P7bM1WfJBD2++/Ybtm/fruxW/Tuio6NZs2YNgiDg5eXFqFGjmn2NzMxMTp06xdatW+vM5Lt69SqqqqosW7aMmzdvUlVVxYoVKxgzZgzvv/8+H3zwQWu9lPaia1Y5/ZYtW7aQnJxMcHCwvE2pQ05ODhcuXOD48eP06tWL9957jyVLljRbzMDLNu7+/v4KN/xRRUWFpUuXcv/+fUpKSuRtTociLi6Ow4cPM3HiRIyMjPD392/xtbqpqvDmhEG4vjOHq++bscZkCJefpLHyBz9W/+CH66NkyqtkrWh95+Pjjz/GwMCALVu2MH/+fD766CNksq77b1ZWJcUtKAWrHwNY8S8/Lj9JY93UoVz7YB6uu+aw3HgwZaUliKJI795K0VyNIAj8z//8D9OnT2fOnDl8//33+Pn5Nfu9VFVVhZubG5aWlnXETFpaGs+ePcPCwoLCwkJCQ0OZP38+jx8/JiUlhS1btrTmS+pQdGoPDcCePXsIDg6ut1pBHuTm5uLj40N8fDyzZ89m5syZzUoAexUeHh7o6OhgYWHRCla2Lzdv3qSsrIw1a9bI2xS5I5PJuHv3LmFhYaxbtw59fX0qKys5fPgw8+fPb7Whh0UVEi4Gp3L6wXNis0rQ0VRjhfEQ1k8bytQRfRXNHd2mODs789577xESEoKhoSGBgYHY29ujoqLC2bNnu4y3RhRFgl8U8MvjZK6GpVNSKcVAtyf2s0awYdrwOmXXz54949GjRzg4OMjJ4o5FdHQ0tra25Obm4uTkxKJFixAEARcXF3r37t3k0RuiKOLh4QFQZ80URZFjx44xbdo0TExMuHz5MlpaWixevJhZs2YxY8YMfvjhh1Z/be1A0xYkURSb81A4nj9/LmpqaopxcXFytSMnJ0e8cOGCuH//ftHHx0esqKho1evn5+eL+/btE4uLi1v1uu1BRUWF+PXXX4svXryQtylyJT8/Xzx69Kh4+vRpsaSkpNaxjIwMcf/+/WJqamqr3lMQBPFhQq74kUuI+MafvMSRn18VFxy4K/7LO0ZMyS9r1XspIvHx8WKvXr3EU6dO1fp9VVWV+OGHH4paWlri3r17RalUKicL257U/DLxp3tx4qKv74kjP78qjvtvL/ET11AxMDFXFAThlc+7c+eOePv27Xa0tGMik8nEL774QuzZs6fo6OgolpeX1zpeXl4u/vDDD+KjR4+adL2AgADxxx9/FCsrK+scCwoKEo8ePSoKgiBmZWWJ+/fvF8vKysSYmBhRU1NTkdfYJmmUTu+hAbC3tyczM5Pbt2+3+73z8vK4f/8+sbGxzJw5k1mzZqGp2TZ9F27cuIFUKm3xkD15Eh4eTkBAADt27OiSCcLR0dFcvXqVOXPmMHfu3Ho9JFFRUVy/fp3t27ejo6PT6jaUVErxCk/HLSiFh4l5qKjALIN+rDAewlsTB6HbxSpUZDIZU6ZMYcqUKTg7O9d7Tmf11uSWVHLtaQZXQtMITMoDYOqIPmycMbzJJddnz57FxMSkZuZcV6Q+r0x9VB9fu3Ztg/k0cXFxeHh48Pbbb9fJSyovL+fgwYPY29szePBgzp8/z7BhwzA1NWXRokUMHjyY06dPt+rra0eUScHVREdHM3XqVJKSkupMqG4r8vLy8PX1JSYmps2FTDVlZbR0Q/EAACAASURBVGX88MMPbN++vcUJpPJCFEVOnjzJ+PHjmTlzprzNaTcEQeDWrVtER0djZWXFsGHDGjzfx8eH2NhYHB0d27T3UHJeGe7BKVx5kkZ8dimqKjB3lC7LjQfz1oRB9O3ZMeeFtSbvvPMO9+7dIzw8vMExCBKJhE8//ZQjR46wc+dOvvrqK4Wcp5VXWsXtqEw8w9Lxi8tBJoiMGajNqslDWDl5CPq6PZt8LVEU+frrr7tsQrAgCPzlL3/hq6++YsOGDfz444+Nrv/Pnz/H1dWVDRs21HRW/i3Vosfa2rpWv5lqPD09AVi+fDkpKSm4urry/vvvk5ubi6GhISEhIYwdO7ZVXp8cUAqa37J8+XK6d+/OxYsX2/Q++fn53L9/n2fPnjFz5kxmz57d5kLmt/j4+JCTk6OQZaVZWVmcPHmSPXv20LNn0xdPRaW8vBw3NzdUVFSwsrKqNUzuVYiiiJubG+rq6qxevbrNc11EUeRZZjFXn6RzNSyNpNwy1FRVmGnQj0Xj9LAcp8eI/oo/Efn3eHp6YmNjQ2BgYJM9DIrorUnOK+NmZCY3IzJ4lJSHIMLQPj1YNWUIqyYP4Y1BOi16jxUXF/Pjjz/y6aefdrl8rKZ6ZeojISEBd3d3bGxsavU5qqio4OjRo8yZM6fWaINq0tPTOXPmDO+++y6ampqcOnWKiRMnMm3aNNasWYNUKuXq1aut8vrkhFLQ/JbHjx+zYMECMjIy0NbWbvXr/1bIzJgxg9mzZzfpC6q1qaqq4l//+hf29vYMGjSo3e//uty8eZOioiKF7fDcVLKzs3FxcWHs2LEsXry4WWG2qqoqjh8/XlPm316IokhkehGeYencjsokJvNlZdqYgdosHq/H4nEDmTysj8I37yspKWHMmDF8/PHHfPrpp816rkQi4bPPPuPw4cOsXr2ab775pkN9DiUygZAXBfjEZHEnOpuo9CIAxurp8OYEPZZMGMSEIb1eW4QkJydz48aNZjeKU2Ty8/P5wx/+wJkzZ5rslamPuLg4Ll68WOOpEQSBc+fO0bdvX5YtW1bnfJlMxtGjR5k1axZTpkypGYK5Z88eSkpKGDJkCD4+PvUKIQVCKWh+j5mZGWPGjMHJyanVrllQUMD9+/eJjo6Wq5D5LYGBgcTGxmJvby9XO1qCRCLh559/xsLCQlHG2jebmJgYPDw8sLS0rDWBuDkUFBRw7NgxVq9ezejRo1vZwqbxIreM21GZeEdn8jAhD6kgoqOpxtxR/TEbrYvZmAHo99dSuB26ra0t8fHxPHjwoMX5XE+fPmXv3r08ePAAR0dH/v73v7eoJUNrkJxXxv3YbO7HZBMQl0txpZRuqipMHdGHN8cPwnK8XrPCSU0hMjKS8PBwNm7c2KrX7YhUVFTw5ZdfcujQISZMmMC333772n21EhMTcXNzY+3atSQkJJCRkYG9vX29oUwfHx9SUlKws7MD4PDhw8ybN4/x48fj6OhIfHw8vr6+r2VPB0ApaH7PnTt3WLduHVlZWQ3GxJtCQUEBvr6+REVF1fQUkLeQqUYmk3Hw4EFWrFiBoaGhvM1pNsnJybi6urJr165OFXoSRRF/f38CAwOxtrZuNF+mMV68eMH58+exs7Nj6NChrWRlyygsl+Abm41fbA6+sTmkFpQDL8MXpqP7M9OgPzP1+zG8X48OLXCuXr2Kra0tT548aZXPjp+fHx9//DGxsbG8//77/OlPf3rttachRFEkOa+cB4m5BCbm8TAxl+S8f/8tzI10MR8zgLmjddu0W/TDhw/JyclRyAKFpiKTyfj222/Zv38/enp67N+/n6VLl7ba9V+8eMGZM2dQU1N7ZRg+IyMDZ2dn3nnnHXr16kVYWBgPHz5k+/btSCQSBgwYwKVLlxRtzEF9KAXN7xFFEWNjY958802+/vrrFl2jsLCQ+/fvExUVxbRp05gzZw5aWh0vhyA6Ohpvb2927dqlkAmKnS30JJFIuHLlCjk5OdjY2LTabj06OhpPT08cHR2bNCqjPRBFkaTcMvxis/GNzeFBQi5FFVIABupoMMOgHzNG9mW6fj+M9HTortYxQlSvE2pqjMuXL/PZZ59RWFjIf/7nf/Luu++2SjVfpVRGVHoxoS/yCUkuIDAxj/TClw02+2qpM9OgH7MM+mNupMuoAdrtJia9vb1RV1fH3Ny8Xe7XngiCwKlTp/jiiy9QUVHhr3/9K5s2bWr1+zx9+pQbN26goaHBiBEjWLZsWa1CgOpQ08yZMzExMaGyspKDBw+yYcMGhg8fzscff8zt27d58uRJh95ENBGloKmPS5cusWPHDjIzM5u1oBQWFuLr60tkZCRTp05l7ty5HVLIVCOKImfPnsXAwIC5c+fK25xm05lCT0VFRZw/f57+/fuzcuXKVp+5FRwcjK+vL9u2bWuTcu7XRRBEYrKKeZSUz+OkPB4n5dd4cLqrqTJukA6ThvXGeGgfJg3rzZiB2nLJw2mNUFNDCILAiRMn+OKLL1BXV+fvf/87NjY2TX5+lVQgPruEqPQiniQXEJpSSFRaEVUyAYABOhrM1O/HLMOXImbMQG1UVeXzRXbp0iVGjBhRa0p5Z8DT05PPPvuMnJwc/vCHP/Dhhx+2yXslPj6eixcvsmnTJvr06cOlS5coLS3F2tq6Jgf0t6EmFRUVbty4QUVFBatXr0YQBAYOHFgTlu4EKAVNfQiCwOjRo9myZQtffPFFo+eXlZXh6+vLkydPMDExYe7cuQoTBsnNzeXYsWPs2rVLbvH716EzhJ6qyydnzpyJqalpm+2U7t+/T2RkJI6Oju1aVddSUgvKCX6ez9PUQsJSCnmaWkhx5UsvTnc1VUYN0MZITxsjPR2M9HQYq6fDsL492uwLurVDTQ0hk8n46quvOHDgAEOHDmXfvn289dZb/z4uiKTmlxOfU8KzjGKi04uIzigmLqsEqfByCdbq3g3jYb2ZPLwPU4b1YfLwPgzurdlhduKnT59m1qxZzRqm2pHx8/Pj008/JSoqivfee48///nPbRY6TEtL48yZM1hbWzNy5Ejg5Qb13r17PHnyBCsrK9TV1WuFmn5fIfrll19y8uRJ4uLiOktfL6WgeRUXL15k+/btZGZmvrKXR1VVFQ8ePODBgwdMmDABc3PzDrn7bQxvb28KCgoUsowbFDv0FBoayq1bt1i9ejVGRkZtei9RFPHy8iI7Oxt7e/s27VHTFgiCSFJuKeGphUSmFRGTWUxMZkmNJwdAQ02VEf20GNlfixH9eqKvq8WIfloM76fFoF6a9GxCs7f6aMtQ06sorpCQmFnA/h+Ocsv/MVqD9Bk+fhrdeg8mpaAciezfS+2Q3pq8MbgXbwzS4Y3BvRg3SAfDAdp0k5P3pSn8+OOPrF27tkNVeDWXqqoqDh06xJEjR3jx4gUODg7885//bNPZVLm5uZw4cYLly5fzxhtv1DleHWIWBIGFCxcyffp0RFHk1KlTvPHGG8yaNQupVMrAgQM5fvx4ZxonoxQ0r0IURSZPnsy8efM4ePBgrWMymYzg4GDu37/PyJEjsbCwULgmdb+l+kO5evVqDAwM5G1Os1HE0FN1s7xnz55ha2vLgAED2u2+7u7uiKLI+vXrO8XOrLhCQmxWCbGZLz0Uz3PLeJFXxvPcMsoltQf66Wiooddbk0G9NNHrpYleLw36anWnt5Y6fbW601dLnT5a3emjpY5W925oqnVDVVXltUNNgiBSJpFRUiGlpPLlI7+0ipySSvJKq8grrSL3//4/o7CC1IJyiv8vp6iaboiIxZmUZz3HQLcn6yzNMDcZx1g9nTozkhSB/fv3s2fPnjZpkdHWxMTE8M9//pMLFy6gp6fH9u3bee+999q86KO4uBgnJydMTU0bLLG+desWYWFhaGhosGbNGgoKCvDz82Pnzp2oqqqyZ88e/P39CQ0N7TAeu1ZAKWga4t69e6xatYq0tDS0tbURRZGnT59y9+5d+vXrV9MqujMQFRXF3bt3eeeddxQyQTglJQUXFxd27NjR4Sf3VlRU4ObmViMq2rvyTSqVcu7cObS1tVm9enWnEDX1IYoi2cWVPM8rIyW/jIzCSjKLKsgorCC9qILMwgqySyqRCQ0vWd1VRSpKihiip4t2Dw26qaigqqpCN1VqflYBpIKIRCYilQlIZAISmYhEJlBaKaW0kUnl3dVU6d+zO/21uzOoVw+G9tFkcJ8eDOnzfz/37sGgXpqoqqoQGBjIvn37uH79OkZGRuzZswdHR8dWz7tqS6RSKf/4xz/405/+pDBfqIIg4Orqyvfff8+TJ09YuHAhn376KQsWLGiX+5eUlHDy5EmMjY2ZN2/eK89LTk7m/Pnz7Ny5k5SUFK5du0ZVVRU2NjYYGhrW9J25cuUK8+fPbxfb2wmloGmM+fPno6enx9///ne8vb3p1q0bixYtUkhPRkOIosiZM2cYNWpUuzZia038/PyIiYnB0dGxw35J5+Tk4OLiwujRo3nzzTflZqdEIuHs2bP07t27XboJd1REUaS4UkpBqYT8siryy6ooKJNQWC6hrEpGcXkl/zr0E5NMpvPGBGMqpDJkgohMAEEUkQkigigiiqDWTQU1VVXUu6mg3k0VtW4qdO+milZ3NbQ11dDW6EZPDTW0/+/Rt2d3dHtq0E+7Oz27d2v236CwsJBvv/0WJyenmmTQP/zhD/W2vO9oFBQUcPz4cT7++GN5m9IomZmZ7N+/n7NnzwKwefNmPvnkk3bzqgKUlpbWjH1pSECVl5fz888/s3Tp0poRBp6ensTFxSEIAvPnz+cf//gH2dnZ3Lt3r32Mbz+U07YbIzg4WBw5cqS4f/9+MSIiosHJsYpOTk6OuG/fPrGoqEjeprQIQRBEZ2dn0dvbW96m1EtMTIx44MABMTg4WN6miKIoipWVlaKTk5N46dKlTv2+fh3ef/99cdKkSaJMJpO3KQ1y9epV0cLCQtTU1BTnzZsnfvvtt2J2dra8zXolycnJ4uHDh+VtxispLCwUf/rpJ3HRokWipqamOGfOHPH8+fNyeR+UlpaKhw4dEr29vRv8nAqCILq4uIheXl41v6uepl1cXCwmJyeLBw8eFA0NDcWQkJD2ML29aZJG6Zhb3XbCxMSEadOmcePGDcaPH9+pd7L9+/dn6tSp3Lx5U96mtAgVFRXWrl1LaGgoCQkJ8janBlEUCQgI4PLly1hbW2NiYiJvkwDo3r07dnZ25Ofnc/nyZQRBkLdJHYqYmBiOHTvGkSNHOqzHr5rly5fj7e1NTEwMs2bN4vjx4wwbNozJkyfz+eefExUVJW8Ta1FcXNzhCigSEhL44osvmDFjBgMHDuTbb79l3LhxhIWFERAQgLW1dbu/D6o9M2PGjGHhwoUNfv8EBgZSWFjI4sWLgX8XAcybNw9tbW2GDRuGu7s7JiYmLe4+3hno0iEneDk3w9jYWNEnkTaJqqoqfvrpJ5YsWaKwrzUxMZELFy7wzjvvyD3hUCqVcuXKFbKysrCxsemQ+T1VVVWcO3eOXr16deqcmuZibm7O0KFDOXfunLxNaRHZ2dmcPn0aDw8PHj16RP/+/bGwsMDW1hZLS0u5/p2fPHlCQkICa9eulZsNgiDg5+fHmTNnuH37NmlpaZiYmLBy5Uo2b94s987aJSUlNZVJjYmZ9PR0Tp8+zdtvv11ToBIUFERwcDBvv/02qqqqREVFMXXqVJ4+fcqoUaPa62W0J8ocmqayc+dOQkNDCQwMlLcpbc7z589xd3dn9+7dHWZUQ3O5e/cuKSkpODg4yM2rVlxczPnz5+nTpw+rV6/u0EmbEokEFxcXtLS0WLNmjUImhrcmLi4u7N69m4SEBPr27Stvc16bqqoqLl26xC+//IKPjw8SiYS5c+eydu1arKys2v01hoSE8OLFi3Zv6FZSUoKHhwdubm74+voiCALz5s1j/fr1cknQfxVFRUU4OzszceLERhN3KysrOXz4MAsXLmTixInAyxylI0eOsGXLFgYOHAjAjBkzmDp1Kj///HOb2y8nlIKmqWRkZGBoaMitW7cwNTWVtzltjpeXFxUVFXLdQb0O1a3HR40a1WBFQFuRk5PDmTNnmDJlCubm5goRqpRIJLi7uyOVSrG2tm7TeUIdmYqKCkaNGsUnn3zCRx99JG9z2oQHDx7g7OzM7du3SUxMRFdXl7Fjx2JiYoKpqSkWFhZtKnKCgoJITU1l1apVbXaPkpIS7t27h6+vL8HBwURHR5OZmcmwYcOwsLDA3t6e+fPndziPZHZ2NmfOnGHGjBmNfteIosiFCxfo3r07K1eurPnd6dOn0dfXr1n7/P39efPNN4mPj1fovj+NoBQ0zeGPf/wjHh4eREZGytuUNqczhJ6Kioo4fPgwGzZsqOmm2R6kpqbi4uKChYVFh8mXaSqCIHD16lUyMzOxs7NT2O7Lr8PevXu5ffs2YWFhHe7Lri0oLy/H19cXX19fgoKCiIyMJC0trU1FzqNHj8jKymq1wZS/FS9BQUE8e/aMzMxMBg0axNixY5k6dSrz5s1jwYIFcg9DN0R1ybWlpSWTJ09u9Pzg4OCaQZPVHuDfh5oAxo8fz5o1a/j73//epvbLGaWgaQ6FhYWMHDmS//3f/2Xz5s3yNqfN6Qyhp7i4ODw8PNi+fXu75K/ExcVx8eLFdun821aIosjdu3eJiIjAwcGhU4Rcmkp8fDyTJ0/m1q1bCtu+oDV4lcjp378/Q4YMYeDAgQwaNIihQ4cyfPhwRo4cyahRo9DX129SaPXhw4fk5eU1afK0TCbj+fPnJCQkkJiYSHJyMmlpaaSnp5OdnU16erpCipffExMTg4eHB2vWrGnSOIjk5GRcXFzYunUrurq6QP2hppMnT/Lhhx/y/PnzDpnD14ooBU1zcXJy4rPPPiM9PV3hWse3BEUPPQEEBAQQHh7Otm3b2jSP5cmTJ9y6dYuNGzcyfPjwNrtPe/Hw4UP8/f2xs7PrzG7qWixYsAA9PT3Onz8vb1M6HOXl5fj7+xMdHV0jKjIyMsjOziYvL4/8/HzKysrQ1tamT58+9O/fnwEDBqCjo4Oamhpqamqoq6ujpqZGSUkJEomEvn37IpVKkUqlSCQSpFIppaWlZGdnk5OTQ0FBASUlJWhqatKnTx/69evHgAEDGDRoEEOGDGH48OGMGTOmppJHUQkNDeX27dvY2NgwbNiwRs8vKiri6NGjrFixombjVF+oSSqVMnjwYA4cOICjo2NbvoSOgFLQNBdBEJg2bRrGxsacPHlS3ua0OZ0h9CSKIh4eHkilUqysrNoknyUgIIDAwEDs7e3bteFWWxMREcG1a9fYsGED+vr68janTXF3d2f79u3Ex8cr9CgTeVJRUUFSUhLx8fG8ePGCFy9eUFxcXEuwSKVS8vPzkclk6Orq1oid6oe2tnaN18fAwIBRo0YprIe4MURRxN/fn8ePH+Pg4FDjaWkIiUSCk5MTEyZMqJVjU1+oafPmzYSHhxMUFNQVwqdKQdMSQkJCMDMzIywsrLOWv9WiM4SepFIpJ06cwMjICHNz81a7riiK3Lp1i7i4OOzt7TulSzchIQF3d3cWL16scDlBTUUikWBgYMDevXv55JNP5G1Op6c5IafOilQq5dq1a6SmpmJvb0+vXr0afU51EnB1z63qzVl9oab4+HiMjY3x9/fvKn1nmiRoOr2say4mJibY29sr7HTq5jJy5EjGjRuHl5cXzRS3HQY1NTU2btxIUFAQ0dHRrXJNmUzGpUuXSElJYevWrZ1SzAAYGhqydetW/Pz8uH79eqdswPePf/wDLS0thWjF3xlQVVXtlO+jplJaWsqpU6coLy9n27ZtTRIz8LJaKS8vj5UrV9aIGVEUuXLlCrNnz64RMwBWVlY4ODh0FTHTZJSCph727dtHYmIip0+flrcp7cLixYvJyMjgyZMn8jalxejo6GBtbc2VK1fIzMx8rWtVVVXh4uJCRUUFmzZtUljPVVPR1dVl+/btNeXo5eXl8jap1SgpKeG7775j3759XcEt3yHoyoImPT2dI0eOYGBggLW1NRoaGk163rNnzwgMDGTjxo21cgH9/f2RSqW1wk+nT58mMTGRf/7zn61uv6Kj/ITXQ9++ffnmm2/4+OOPkUql8janzVFXV2f9+vXcunWL7OxseZvTYoYOHcqSJUtwcXGhrKysRdcoKyvj1KlTaGtr11lcOjM9evTAzs6OgQMHcvToUYV+H/yW//qv/8LQ0FChE98Vja4qaCIiIjh9+jSWlpaNdv/9LVlZWTWjU37rzUlOTubBgwdYWVnViHGpVMrHH3/Mt99+26UqFJuKUtC8gq1btzJo0CB27twpb1PahYEDB7Jo0SLc3NyQSCTyNqfFGBsbM378eM6fP9/s11E9JdjAwIBVq1Z1uR29qqoqS5YswczMjBMnThATEyNvk16LzMxMjh8/ztdffy1vU7oUXU3QVLdCuHXrFg4ODkyYMKHJzy0pKcHFxQVLS8taFVDl5eW4u7uzcuXKWiJnx44dDBkypCtUNbUIZVJwAwQFBWFubs7Tp08xMDCQtzltTnVSmoaGBitWrJC3OS1GFEXc3d2RyWRs2LChScIkMzOTs2fPMnfuXGbNmtUOVnZskpOT+eWXXzAxMemQHVebwqZNm0hNTeXOnTvyNqVLERkZSXh4OBs3bpS3KW1OaWkply5dorKyEmtr62aVl1dWVnLixAneeOONWiMQRFHk/Pnz9O3blyVLltT8vjoR2NfXl6lTp7bq61AAlEnBr8u0adOwtbXtMgnCKioqrFixgsTERJ4+fSpvc1qMiooKa9asoaqqCk9Pz0aTnZ8/f46zszOWlpZKMfN/DB8+nJ07d5KcnMypU6coKiqSt0nNIiEhgQsXLvDdd9/J25Quh46ODsXFxfI2o81JSkri8OHDDBw4kC1btjRLzEilUlxcXBg2bFidyszAwECKi4trJmtXs379euzs7LqimGkySkHTCPv37yc+Pr5L9KUB0NDQYP369Xh5eZGXlydvc1qMmpoa1tbWpKenc+/evVeeFx0djaurK+vWrasZ/qbkJdra2jg4OGBoaMjhw4cVKgT14Ycf8uabb2JsbCxvU7oc2tranVrQCIKAj49PTUjI0tKyWQNfBUHg4sWL9OjRg6VLl9bKtUlLS+P+/ftYWVnVuqaTkxMJCQns27evVV9LZ0MpaBqhX79+/PTTT+zdu5eCggJ5m9MuDB48GHNzc9zc3BQ6KVpDQwN7e3uePn3Ko0eP6hwPCgrC09Oz5ktbSV1UVVUxNzfH2toaT09Pbt68iUwmk7dZDRIUFMSdO3f4/vvv5W1Kl0RHR4eSkhKFbQPREMXFxTg7O5OUlMTOnTsZPXp0s54viiLXr1+nrKyMdevW1QrlVlZW4ubmxrJly2o1fywoKOCjjz7i8OHDyqaQjaAUNE3AxsaGuXPnKnReSXOZOXMmvXr14vbt2/I25bXo2bMnDg4O+Pr61gweFUURHx8f/P392bp1K4MHD5azlR2fESNG8M4775Cbm4uTkxP5+fnyNumVfPTRR9jY2DBixAh5m9IlUVNTo3v37p2q/B9eznI7fPgw+vr6bNq0CR0dnWZfw9fXlxcvXrBx48Za43VEUeTq1asYGhrWSSpesWIFZmZmWFtbv/Zr6OwoBU0TUFFR4fjx44SHh3eZ0JOKigqrV68mOjpa4SeQ9+3bF1tbWzw9PUlISODatWtER0ezbds25Y6nGWhpaWFjY8PEiRM5evQojx8/7nC78Nu3bxMaGsqBAwfkbUqXpjPl0VRWVnL16lWuXLmClZVVi5Pkg4ODCQkJwd7eHk1NzVrHqieU/zYJGF6GmsLDwzl27FibjHXpbCirnJrBuXPn2LNnD4mJifTp00fe5rQL6enpnD59mk2bNin8EMP4+HjOnTuHnp4emzdvbnLTKyV1yc7OxsPDg+7du7Nq1aoO83mYOnUqCxcuVJZqyxlnZ2fmzJnT7JBMRyMxMZHLly+jr6/PkiVL6giRphIVFcW1a9dwdHSkf//+de7h7u5eZ4NVUFCAvr4+P//8c5eoGGsE5Syn1kYURVasWEFhYSF+fn7yNqfdiIiI4NatW+zYsYOePXvK25wWIZPJcHd3p6CggMLCwk4h0OSNIAgEBATw66+/snDhQqZNmybXXeTdu3dZs2YNqampCj2duTNw8eJF9PX1FXY+WGVlJbdu3SI2NpaVK1e+ljCLjo7m6tWr2Nvb1wlv5+fnc+zYMaysrOq0BjEzM6NPnz5cuXJF6Z1Rlm23Pl0x9AQwYcIEjI2NcXV17fAJofUhk8n45ZdfEASBbdu2sXz5ck6fPv3aIxK6OqqqqpiZmeHo6EhoaCjOzs5yTZz/85//jIODg1LMdAC0tbUpKSmRtxktIjExkZ9++gmZTMbu3btfS8zExMRw5coV7Ozs6oiZyspKzp07h7m5eR0xoww1tQylh6YFdMXQU3WzJy0trVrD0zo6UqmUX375BVVVVdavX19TCvn06VNu3LjBpk2bag19U9IyfuutMTc3Z8aMGe3ajC8oKIj58+eTlJSErq5uu91XSf08ePCAvLw8li1bJm9TmkxZWRne3t7ExcW9tlcGXiYRX7x4EVtb21pdgOHf62nPnj1ZsWJFrfVUGWqqF2XIqa3oqqGnyspKjh07xvTp05k5c6a8zWkUqVTK+fPn6d69O+vWravTKyI8PJybN28qRU0rkpOTw7Vr1ygtLWXZsmWMHDmyXe67dOlSdHV1cXZ2bpf7KWmYiIgIIiIiFKIyRxAEgoODuXfvHhMmTGDhwoUtzpWpJjY2lkuXLmFjY8Pw4cPrHL9z5w7Pnz9n8+bNddYlMzMz+vbty+XLlxVm49gONOkfQq3xU5T8nurQk5GRESdPnmTLli3yNqld0NDQwNbWlmPHjjFgwIAOPQ5CIpHg4uKClpYWa9eurddbMGnSJFRUVHB2oPg5GgAAIABJREFUdsbe3l6ZU9MK6OrqsmnTJiIjI7lw4QIjR47E0tKyRSWuTSU2NhYfHx+Fr8brTChKlVNKSgrXrl1DTU0NBweHVlkDYmJi8PDweKWYefr0KWFhYezYsaOOmKkONcXExCjFTAtQemheg3PnzrF7925iYmK61A7/VVn5HQWJRMK5c+fQ1tZmzZo1jYY+IiIi8PLyqjdpT0nLqaqq4v79+wQHBzNv3jxmzpzZrI6qTcXa2prKyko8PDxa/dpKWkZhYSFHjhzhk08+kbcp9VJaWoq3tzexsbEsXrwYY2PjVhEQ1QnAtra2DB06tM7xhqpGs7KyMDIyUoaa6kcZcmprRFHE1taWp0+fKvTso5bw6NEjHj16xLZt217bPduaVFVVcfbsWfr06dOsidlRUVF4enqycePGendVSlpOTk4OXl5eFBcX8+abbzJq1KhW232mpaUxZswYHj58qBxd0YEQRZEDBw6we/fuNvXONReZTMbjx4+5f/8+kyZNYsGCBa22fj19+pTr169jZ2fHkCFD6hwvLi7m2LFjvPnmm4wfP77O8erii3PnzrWKPZ0MpaBpD0pKShg/fjwrVqzg0KFD8jan3ahu4Z2ZmYmDg0OtrpfyorKykrNnz9K/f/8WJS5Xx71Xr16NkZFRG1nZNRFFkejoaLy9vdHR0WHRokV1EiVbwvbt20lISFBO1O6AnD59mhkzZjB27Fh5m4IoioSHh3P37l10dXVZvHgxenp6rXb9hw8fEhAQgJ2dXb3Xraio4MSJE0yYMIF58+bVOb579248PT2JjIxUVunVj1LQtBehoaGYmppy6dIlLC0t5W1OuyGKIu7u7shkMjZs2NCuVS2/p6qqijNnzqCrq1unaqA5pKSk4OLiwuLFi5kyZUorW6lEEARCQkLw8fFh2LBhWFhYtLgqqbCwkGHDhnH9+nVMTU1b2VIlr4u3tzfdunVjwYIFcrNBFEXi4uLw9vZGTU2NxYsXo6+v36rXv3PnDlFRUTg4ONRb9SqVSjl9+jR6enq89dZbddamGzdusG7dOgICApg8eXKr2dbJUAqa9uSHH37gz3/+MwkJCV2mlBtefljPnj1Lv379WL58uVwS2arDTP369WuVkvKcnBxOnz7N9OnTMTU1VSbntQESiYTAwEACAgIYO3YsCxYsoFevXs26xscff4yfnx+BgYFtZKWS1yEyMpLQ0FDs7Ozkcv/k5GRu375NWVkZixYtYuzYsa36WRYEgStXrpCdnY2trW29TUcFQcDNzQ1VVVWsrKzq3L+goIBRo0bxl7/8hXfffbfVbOuEKAVNeyKKIqtWrSItLY2goCB5m9OuVFZWcvLkSYyMjNp9N1adANyrVy9Wr17dagtWUVERZ86cwcDAgCVLlihFTRtRXl6Ov78/wcHBTJo0iblz59K7d+9GnyeRSNDT0+PUqVNdamisIlFQUMCxY8f4j//4j3a9b3JyMn5+fmRkZLBgwQImT57c6t5jiUSCm5sbMpkMa2trunfvXuccURTx9PQkLy8POzu7esPyU6dOZdiwYXh4eCjXmIZRdgpuT6rLf1NTU/n888/lbU67oqGhgZ2dHWFhYTx+/Ljd7iuVSnFxcUFbW5tVq1a16oLQq1cvHB0dSU9P58KFCwrZIVkR6NGjB4sXL2b37t1069aNn3/+GQ8PD3Jychp83tGjR+nbt69SzHRgevfujUwma5fy7erQ0okTJ7hw4QKjR4/m/fffx8TEpNXFTHl5Oc7OzmhqamJra1uvmAHw8fEhLS2tzmTtaj777DPS09M5deqUUsy0EkoPTSvz8OFDLCwsuHHjBmZmZvI2p13Jy8vjxIkTvPXWW/Vm8bcm1U3zNDU1X9lnpjWQSCS4u7sjkUiwtrZWDrRsY8rLywkMDOTRo0eMGDECMzOzeitGjI2N2bhxI//1X/8lByuVNJW2TgwWBIGoqCj8/PwQBAFTU1MmTpzYZutBYWEhZ86cYfTo0VhaWr5SiDx+/JiAgAC2bdtWb5Kvn58fS5Ys4e7duwrRpLQDoAw5yYv9+/fz1VdfkZSUhJaWlrzNaVeq+yxs2LChVZPvfotUKsXV1RV1dXWsrKzaPBlZEAQ8PT1JSUnBxsaGvn37tun9lLzMiwoJCSEgIABdXV3mzp2LoaEhKioqPH78mAULFpCRkaGsCOngtFVisEQiITw8HH9/f7S0tDAzM8PIyKhNPR0pKSm4uroye/Zs5s6d+8rzoqKi8PLywtHRsd4+XWVlZejr6/Ppp5/y6aeftpm9nQyloJEXgiBgaWlJRUUF/v7+8jan3aluvNcWjeqqB02qqKjUms3U1oiiSGBgIL6+vqxfv77NxJqS2shkMsLDw3nw4AFSqZTp06ezf/9+1NXVOX/+vLzNU9IIkZGRPHnyBFtb21a5Xm5uLo8fP+bJkycMGzaMuXPnMnLkyDYP2Tx58oSbN2+yatWqBr1NiYmJuLm54eDg8Mq1z9TUlB49enDz5k25VoYqGEpBI09ycnIYN24c27ZtY9++ffI2p92pblS3adOmVuv3IJPJasrEra2t203M/JaEhAQuXLjA/PnzmTFjRrvfv6siiiLJycn4+vqyc+dO9u3bx7p16+oNRynpOLRGYrAgCMTExPDo0SMyMjIwMTFh2rRp7eIpFQSB27dvEx0dja2tLQMGDHjluc+fP8fV1bVB7/Rnn32Gk5MTUVFRyiGqzUM5y0me6Orq4uXlVfPFt379enmb1K6MGzcOmUxW0+b7dUdDCILAxYsXkUqlchMzAIaGhmzbtg0XFxcyMzNZunSp3GzpSqioqDBixAji4+MZM2YMkydPxtXVFW1tbaZPn8748eNfmZypRH78NjG4uR2Di4qKCA0NJSgoiN69ezN9+nRsbW3brYlnRUVFzQZqx44d9OjR45XnJicn4+rqipWV1SvFjKurKwcPHuT+/ftKMdNGKD00bczZs2d55513ePz4cYfomNnehIeHc+vWLTZv3tziD3FTyh/bm8rKSi5cuEBlZSUbNmyotweFktbHwMCAP/7xj+zcuRNBEIiNjSUoKIgXL15gZGSEsbExhoaGSld+B+LcuXNMnDiRSZMmNXpuRUUFUVFRhIWFkZGRwfjx45kxY0a7D47NycnBxcWFUaNGsWTJkgbfTykpKZw7d461a9cyevToes+Jiopi5syZHD58uNXCb10MZcipo/DZZ59x6tQpEhISulySMLyMP3t7e7dY1Ny7d49nz57h6OjYoaqMBEHg7t27PH36FBsbm1Ztpa6kLp6enmzevJmMjAzU1dVrHSstLSUiIoKwsDAKCgpq5uIMGTJEWRIrZ4KCgkhKSsLKyqre4zKZjNjYWMLDw4mPj8fAwIBJkyZhZGQkl81LXFwcly5dwsLCgqlTpzZ4bmpqKmfPnmXNmjWMGTOm3nNKSkoYPXo0W7Zs6ZLpB62EUtB0FARB4K233iIrK4vQ0FB5myMXQkNDuXPnDps2bWowDv17Git/7AiEh4dz/fp1LC0tleMS2pDFixczZswYfvzxxwbPy83NJTw8nPDwcAAmTpzI2LFjGTx4sFLcyIHi4mIOHTrEJ598UhOelUqlJCYmEh0dTVRUFAMGDMDY2Jjx48c3GNppSwRB4P79+wQFBbFhwwZGjBjR4PnJycm4uLg0mig8ZcoU9PT08PLyUnoOW45S0HQkioqKmDx5MnPmzOHs2bPyNkcuhIWFcevWrSbn1ERFRXHt2jW2bt1ab/ljRyIrKws3NzcGDx7M8uXLlfkcrUxqaiqjR48mKiqqyRVmoiiSmppKZGQkMTExVFVVYWRkxNixYzEwMOgQocuuwpEjRzAzM6OyspKYmBgSEhLQ09PDyMiICRMmyH1cTHFxMRcuXEBFRYW1a9c2mu/z4sULzp8/36BnBsDOzo6HDx8SEhLS7NEeSmqhFDQdjfj4eExMTPjLX/7C3r175W2OXHj69Ck3btzA3t6+wbh4UlISv/zyS4Pljx2NqqoqvLy8SE5OZv369e0e9+/M7N27t2aoZUvJyckhJiaGZ8+ekZmZiYGBAUZGRowePbrZCatKGkcURbKzs4mNjSUwMJDS0lKMjIwwMjJizJgxHSbvLC4uDg8PD6ZPn868efMa9aJUVzOtW7eOUaNGvfK8b775hi+//JLg4OAGz1PSJJSCpiPi7e3NqlWr8PLywtzcXN7myIWIiAi8vLywsbFh2LBhdY5nZGTg7OzM+vXrMTAwkIOFr0dYWBg3btxgwYIFTJ8+XRnmaAVGjhzJ3/72NzZt2tQq1ysrKyM2NpZnz56RlJREjx490NfXr3koBU7zEUWRnJwcEhMTef78OUlJSWhoaGBoaIienh4BAQF88MEHHebzIJPJuHPnDk+fPmXt2rVN8vzFxcVx8eJFrKysMDQ0fOV59+7dY/ny5Vy+fJlFixa1otVdFqWg6ah8//33fPnll0RGRnbZXXxMTAweHh51XLb5+fk4OTmxZMkSJkyYIEcLX4/c3Fzc3Nzo27cvq1atQlNTU94mKSz+/v4sW7aMnJycOsnArYEoimRmZpKUlERSUhLPnz+nZ8+eNeJm6NCh9OnTp8N8EXcUZDIZ2dnZJCcn1wgYdXX1WsKwetCoKIp8//332NnZvXYLh9agoKAAd3d3evTowerVq5vkLQoLC+PmzZtYW1s3mF+TlpbGhAkT+PLLL/nggw9a0+yujFLQdFREUcTR0REfHx9iYmK6bL5FcnIy58+fx9LSksmTJ1NaWsrx48eZOXMms2bNkrd5r41UKuXmzZvExsZiZWVVrzdKSeM4ODhQUVGBm5tbu9xPEIQagfP8+XPS0tKQSqUMHjyYwYMHM2TIEAYPHtylRE61eElPTyctLY309HSysrLo3bs3Q4cOrREwDeXCeHl5oa2tzbx589rR8rpERUVx9epVTE1NmTNnTpP+hr/++isPHjzA3t6+QUFWVVXFmDFjWLhwIU5OTl3m/dEOKAVNR6aqqopFixZRWFhIaGhol81+z87O5syZM0ydOpVnz54xatQoLCws5G1Wq1LdNdnExIT58+crk1GbgSAIDBgwgPPnz7N48WK52VFSUlLzRV79pV4tcnR1denfv3/No3fv3gr7RSaVSsnPzyc3N5ecnBxyc3PJzs6uES/VYm7w4MEMGjSoWW0UEhISuHv3Lm+//XYbvoJXU15ezvXr10lOTmbdunVN2mCIosjt27eJiYnBwcGhxuNUH4IgMGXKFHr37o23t3eX3ai2EUpB09EpLi5m9uzZDBo0CG9vb3mbIzfy8/P58ccf6dOnD7t27eqU4q6kpARPT09yc3NZs2aNsmV/E3F3d+e9994jNTW1w70vSkpKSE9PJzc3t9ajrKyMfv360b9/f/r160evXr3Q1tZGR0cHHR0dtLW15SJqRVGkqqqK4uJiiouLKSkpobi4mMLCwhrbi4uL6dOnTy2Bpqur22zxUh8ymYyvvvqKd999t91bMDx79gxPT0/eeOMNFi9e3CSxIZPJuHz5ck1Dz8bKyS0sLMjMzOTBgwfKHKzWRyloFIGsrCymTp2Kubl5lyznFkWRixcvUl5eTkVFBX379mX16tWdcpyAKIo1VV5Kb03TWLZsGcOHD+fnn3+WtylNpqqqiry8vFoioVo8lJSUUFJSgrq6eo240dTURENDA3V1dTQ0NOjevXvNf7t37063bt1QUVGpecDL91L1QyqVUllZSVVVFVVVVXV+Li8vr7k/UEtY6ejo0KtXrxrx0rdv3zYVjm5ubhgaGjbasK61+K1XZtWqVU0u+a+qqqoZgrthw4ZGc7dsbW3x9fUlODi4Q+QIdUKUgkZRiI+PZ/r06Wzfvp0DBw7I25x2QxRFbt68SVpaGg4ODsDLBa96+GRnddkqvTVNo7y8HF1dXX799VeMjY3lbU6rIYoi5eXlNQKnoqKiXjFS/f+CINSIF0EQaokbFRUV1NTUasTPb4VQ9c89evSoETDy7rQdFhbG06dPsbOza/N7tcQrAy8r4M6ePcuAAQNYsWJFo5ur//iP/8DJyYnHjx83WPmk5LVQChpFIiQkBHNzc/761792mR41/v7+PHnyhK1bt9a4cwVB4MqVK2RlZWFra9thuwO/LkpvTeMcPHiQf/3rX0RHR8vbFCWtRFVVFd999x3vvPNOg/kor0NLvTLwMvx99uxZxo4dy6JFixrNhfruu+/47//+b3x9fZVdwtsWpaBRNO7cucPKlStxcnLC2tpa3ua0KU+ePOHu3bts27atTgdNURTx8fEhJCQEGxsbhWms1xKqvTU5OTksW7ZMIfvutBVz5szBwsKC//f//p+8TVHSinh5eaGhodHqyf/Vm4Rbt2412ysDkJiYiLu7O+bm5sycObPR88+fP8+2bdu4evUqCxcufB3TlTSOUtAoIq6urmzbto1r16512sZ7sbGxeHh4sGXLlgbnOkVGRuLp6cnSpUuZOHFiO1rYvoiiSHR0NDdu3GD48OFYWlp2+TbpmZmZjBw5koSEBGVIrpORnZ3NqVOn2Lt3b6vlymVlZXHt2jUqKytr8q6aiiiKPH78GB8fH6ysrJq0qbh37x4rVqzAycmJDRs2vI7pSppGkwSN0sfdwbC2tiYjI4OVK1cSEBCg0M3l6iMlJYVLly5ha2vb6JDK8ePH069fP1xcXMjMzMTCwkJhy2EbQkVFhXHjxjF69Gh8fX356aefMDU1Zfbs2Z0yObopHDp0qGZatpLOxYABA9DV1SUqKuq1NyoVFRXcu3eP8PBwFixYwLRp05qV1CyTybh27RrJycm8/fbb9O3bt9HnREREsGrVKv75z38qxUwHQ+mh6aD853/+Jz///DMhISGNTn1VFLKzszl58iSrV69ucKDb7yktLcXV1RVNTU3WrVsn98TGtiY3N5fr169TUFDA0qVLu2SioYmJCTY2Nnz++efyNkVJGxAZGUlgYCCOjo4ter4oioSHh3Pr1i3GjBnDokWLmj0bqnpd6dGjB2vXrm3SuvLixQtMTEzYtWuXMhTavihDToqMKIrs2rWLixcvEhoaqvA71aKiIo4fP86CBQtalDz3252UjY1Nh5++/bqIosizZ8+4ceMGQ4YMYcmSJV0mDJWfn8/gwYNJSkrqsqNBOjsymYzvv/8eBweHZpc5Z2Zmcu3aNSQSCcuWLWtRB+6MjAxcXFwwNjZm4cKFTfL8pqSkYGJiwrp16/jpp586pbe4A6MUNIqOIAjs2LGDq1ev8uTJE4Vd3CUSCU5OTowbN+612p7/Nta9bt26LuG5kEgk+Pn58ejRI6ZPn46pqWmn91AdPHiQQ4cOERERIW9TlLQh9+7do7S0lOXLlzfp/KKiInx8fIiOjmbhwoVMnTq1RT1zWpKbl5GRweTJk1m5ciVHjhxRipn2RyloOgOCIODo6MjNmzcJCwtTuKZNoihy4cIFVFRUWLt2bassBNXVCNV5Jl1hcSkoKODevXvExcVhamrKjBkzOm2Z9+LFizE2Nuabb76RtylK2pCioiJ+/PFH9u7d26BILy8vx9/fn+DgYExMTDAzM2u0a299CILA3bt3CQ8PZ+PGjU2unszKysLY2JglS5bg5OTU4TpWdxGUgqazIAgCmzZt4u7du4SFhaGrqytvk5qMn58fUVFRODo6tuqk5Pz8fNzd3enZsyerV69GS0ur1a7dkcnKysLb25vMzEwWLFiAsbFxp1pgJRIJ/fr1U/b16CK4urpiYGDAjBkz6hyTSCQ8fPiQX3/9lbFjx7JgwYIWh12Liopwd3dHTU2NtWvXNrm/VU5OTk1YytnZuVN91hQMpaDpTMhkMuzt7bl//z6hoaEK4amp7tS5ffv2Nsn/kMlkeHt7ExERwbp16xg5cmSr36Oj8uLFC7y9vSkvL2fRokUYGRl1Ck/VpUuXePfdd0lNTZW3KUragcTERLy8vNi9e3fN+1cQBEJCQvDx8WHYsGFYWFi81iYuJiaGy5cvM2vWLMzMzJr8OcnKymLy5MnMnz+fM2fOdNmKww6CUtB0NmQyGZs2beLOnTuEhoZ26Jya7OxsTpw4ga2tbYuS9ppD9YI1c+ZMzMzMuswuShRFYmNj8fb2RkNDg4ULF6Kvr6/QwsbW1hZVVVXOnDkjb1OUtAOiKHLo0CGWLVvGyJEjiYqK4u7du+jo6LB48WKGDh3a4mvLZDJu375NZGQkVlZWzaoWzcjIYMqUKSxatIhTp04pxYz8UQqazkh1Ts2NGzcICQnpkNVP5eXlHDlyBHNz83YLGxQVFXHhwgVUVVVZt25dpx2ZUB+CIBAeHs79+/fR0tLCzMxMYT02Q4YM4eeff2blypXyNkVJOxEUFERAQAAAPXr0YOHChRgaGr7W+zc/Px83Nze0tbWbHZJOS0tjypQpLF26VJkz03FQCprOSnX105UrV3j8+HGH6lMjCAKnT59m0KBBvPnmm+1+bx8fH4KDg1mzZg2jRo1q1/vLG0EQiIqKws/PD9n/b+/Oo6Ks9z+AvxHBjQGRfVhmEBmEAOnChDoiEN1cKjW3irwulJmaZN6Ottw6N2+bt9LMa56LpGlkaZl1XdKSIBY3xoU9lhEYgRmGZQZmYGCGmef3hz/maGohAs/M8Hmd8xyGwOf5nAl43s93NRgwbdo0hIaGWswf5IsXLyIuLg4qlYqeiIcAnU6HS5cu4cyZM+js7ERMTMxddQndSXFxMU6cOIGYmBhER0ff1fmkUikiIyMxd+5cpKSkWMzvzhBAgcaa9axT8+233yIrK8tsVhT+8ccf0dzcjMTERNb+GFRVVeHIkSOYNGkS4uLihtzNkWEYSCQS5OTkoLW1FVOnTkVERES/DsoeCOvXr0dJSQl++ukntkshA0ir1eL8+fPIy8sDj8fDtGnT0NbWhoyMDDz//PN9DjR6vR6nTp3C1atXsXDhwrtuvS4uLsb06dOxaNEi7Nq1yyJbOK0YBRprxzAMXn/9dezcuRNHjx5lfe+nnqetZ599FiNHjmS1Fo1Ggx9++AEajQbz5s2Dh4cHq/Ww5dq1a8jJyUFdXR2io6MRFRXVpymvgyEkJATr1q3D6tWr2S6FDIC2tjacPXsWV65cwcSJEyESiUyDfRmGwZ49eyAUChEeHn7X55ZKpfjhhx/A5XLxyCOP3PXfn8zMTMyZMwfr1q3D22+/TWHG/FCgGSp27NiBV199FXv27GFtl26pVIqDBw9ixYoVZjOtnGEYXLlyBadPnzYNGB5qrTU9FAoFcnNzUVZWhpCQEAiFQrPaxbyxsRE+Pj5QKBRwcnJiuxzSTxiGQVVVFfLy8lBdXY1JkyZhypQpt/1/XFNTY5rl1ts1lvR6PX755RcUFRVh9uzZCA4OvusaDx48iGeeeQbvv/8+Xnjhhbv+92RQUKAZSg4dOoQVK1bgnXfewfr16wf12q2trUhNTcWcOXPuao+mwdLa2opjx44N+dYa4HrL1eXLlyEWi8HhcCAUCnHfffexvkhfSkoKtm/fTqsDW4nOzk5cuXIFYrEYtra2EAqFCAsL+9NVrg8cOICAgABER0f/6TVubJWZNWtWn9ai+vjjj/H666/j888/p40mzRsFmqEmIyMDc+bMwfPPP48PPvhgUK6p1+uxZ88ehIWFYerUqYNyzb6g1pqbGY1GVFRUIC8vDzKZDBEREYiKiurVbsMDYdGiRXB0dMRnn33GyvVJ/5DJZMjLy0NpaSkmTJgAoVAIX1/fXnfhyOVypKWlYd26dXcMP/3RKgMAf//735GSkoL//e9/iI+P79M5yKChQDMUXb58GQkJCZg5cyYOHDgwoNdiGAaHDx+Gra0t5s2bZxH9ztRac6uWlhaIxWLk5+fD29sbEREREAgEg9pqw+fz8cEHH9BTsgXq7OxESUkJLl++jLa2NkRFReH+++/v89IJ3333HVxcXBAbG3vL1/qjVQa4vt7RqVOn8Msvv9CK1JaBAs1QdfXqVUyfPh0CgQCnT58esNlGWVlZKC8vx/Lly1nvsrgb1Fpze3q9HsXFxSgoKIBMJkNwcDDCwsIGfLG+hoYG+Pn5oaWlBWPGjBmw65D+093djcrKShQUFODq1asYP348Jk2ahMDAwHv+e6NUKrF7926sXbvW9POg0+mQkZFxz60yRqMRCQkJqKioQFZW1pDY4NZKUKAZyhoaGhAfH4/hw4dDLBbD3t6+X8//22+/4cSJE1i5ciU4HE6/nnuwtLW14fjx42hubsasWbOG3Lo1f6StrQ1FRUUoKCiAVqtFaGgowsPDB6RF67///S8++eQTGj9j5hiGgVQqRUFBAUpLS+Hu7o6wsDCEhIT0+8y5EydOYNiwYZgxYwZKS0vx008/wc/PDzNnzuxzq0xnZyceeOABGAwGZGRkWMT2McSEAs1Qp1arMXv2bEilUpw/f77ftkpQKBTYt28fEhMT72lpcnNRVlaGkydPgsvl4uGHH6ZZNr+jUChQUFCAwsJCjBw5EmFhYbjvvvv6bbzNggUL4OzsjNTU1H45H+k/DMOgoaEBxcXFKCwshL29PcLDwxEWFjagvycajQY7d+6Eq6srurq6MHv2bPD5/D6fr76+HlOmTAGPx8Px48ct9iFsCKNAQ6431fasKvz999/f81o1HR0dSE1NNe30bC30ej1yc3Nx4cIFTJkyBVOmTLGobrTBcOMTellZGUaPHo2goCAIBAL4+Pj0uVuKx+Nh69atWLBgQT9XTPrCYDCguroaZWVlKC8vh42NDYKDg00tdAM9Vk6n0yErKwsXLlzAqFGj8MILL9zTopBZWVmYO3cu5syZg927d/d7azUZFBRoyHUMw+CTTz7Ba6+9dk/Tug0GA9LS0sDlcvHXv/61n6s0D0qlEidPnqRuqD/BMAzq6upMN7329nYEBgYiKCgI48eP7/VNQy6Xg8fjQaVSme2Cf0OBVqtFRUUFysrKIJFI4ObmBoFAgKCgILgYLNhoAAAakklEQVS5uQ3KgH+GYUwrRfN4PDz00EP4/vvvERAQAJFI1Kdzbt26FW+88Qbee+89rFu3ziImLpDbokBDbpaeno7HH38cjz76aJ9mQJ04cQIqlQpPPvmk1e9xUl5ejpMnT8LT0xMzZsygbqg/oVQqTeGmrq4OfD4fEyZMAJ/Ph6ur6x1vJLt27cLOnTtRVFQ0yBUPbUajEXK5HFVVVaioqIBMJoO/vz+CgoIQGBg46Ju7NjY24scff0R7e7tp520AUKlU2L17N5YvXw43N7e7OudTTz2FEydO4MiRI3jwwQcHomwyeCjQkFtJJBI89NBDcHJywpkzZ3o9wK64uBjp6el47rnnWN/WYLB0d3cjNzcX58+fh1AoxNSpU/90YTBy/Wm/srISV69eRXV1NfR6Pfh8vulwcXExBZz58+fD1dUVKSkpLFdt3XoCTHV1NWpqalBTUwNHR0fweDwEBgbC39+flb2+2tvbkZ2djcLCQsTExOCBBx645WFJLBbjypUrSEpK6tWDlEajMe0P9fPPP1Mrq3WgQENur62tDYsWLUJ+fj4yMjL+dAqkUqlEamoqnn766bve8M0aqFQqZGZmorKyEiKRCEKhkMbX3AWVSoXq6mrTYTAYwOfzwePx8Pjjj2P79u2YP38+22VaFYPBAIVCYXrPpVIpHBwcbgqWbE6R1+l0OHv2LM6fP4/Q0FBMnz79jq1CDMPgiy++6FXXU2lpKeLj4zFp0iR88803cHR0HIjyyeCjQEPuzGg04tVXX8Wnn36KvXv3YuHChbf9PoPBYFoJePLkyYNcpXlRKBRIT09HQ0ODaVC0tXe99TeGYUwBp7i4GElJSXjjjTfg6+sLLy8vcLlccLlcjBs3jsY79JLBYEBjYyNkMhnq6+shk8lMe2LxeDz4+/uDx+MNejfSnWq9ePEisrOz4e/vj/j4+F7NlutN19O3336LFStWYO3atXj33Xfpd9O6UKAhf+7AgQN47rnnsHbtWmzZsuWWr586dQpKpRJPPPEE3WD+n1QqRXp6OrRaLRISEiAQCOi96YNvvvkGmzZtQlFR0U034/r6enR2dsLT09MUcjw8PODs7MxKt4g56erqQnNzMxoaGm4JL15eXqb3y9PT06y6RxmGQWFhITIyMuDq6oqEhIS7Xkbij7qeNm7ciJ07dyI1NRVPPfVUf5ZOzAMFGtI7YrEYs2bNQmBgIE6fPm0aV1NeXo7jx49j1apVfV7MyloxDIOKigqkp6djxIgRSEhIMA1kJL3z4osvorKyEsePH7/lax0dHTeFnMbGRiiVSjg4OMDFxeWWw8nJyWqeyA0GA5RKJZqbm285Ojs7MW7cOHh4eJhteLkRwzCorKxEeno67OzskJCQ0Of1ZG7X9dTR0YGHHnoIFRUVOHnyJCIjI/uxemJGKNCQ3mtsbMSTTz6JgoICHDlyBOHh4UhJScHixYvh5+fHdnlmy2g0orCwEJmZmXB1dUVMTAy9X70UGxuLuLg4vPXWW736fqPRCJVKddsbfUdHB5ydncHhcMDhcODg4HDb12yPfdLpdFCr1VCr1dBoNLe8bmtrQ2trKxwdHW8b3BwdHS2iNZBhGEgkEmRnZ6OjowMJCQkICgq659pv7HoqKyvD/PnzER4ejq+//hqurq79VD0xQxRoyN0xGo346KOP8M9//hMLFy7Es88+i5iYGLbLsgjd3d24cuUKcnNz4ejoiGnTpmHChAkWcfNhi6enJ7788kskJCTc87l0Oh2USqUpINwYFHrCgkajgZ2dHcaMGYMRI0bA3t4e9vb2N72+8fPhw4fDxsbmpgO4frO+8dDr9dDpdOjq6oJOpzMdN37e1dUFjUYDo9F4S9C6MXA5Ojpi7NixrAevvjIajSgtLUVubi66u7shEokQFhbWr61nYrEY27dvx5EjR/DPf/4TGzZssJrWOXJHFGhI35w/fx7Lli3DmDFjkJ6ejrFjx7JdksUwGo0oLi5GTk4Ohg0bBpFIhJCQEPqD+ztNTU3gcrloa2sbtGUAGIaBVqtFe3v7bQPH718bDIabgovRaLwl4NjY2GD48OG3BKPbvXZwcMCIESOsMuQaDAbk5+fjzJkzGDVqFKZNmzYgY8tUKhUefPBBaDQapKWl4YEHHujX8xOzRYGG9J1KpcLSpUuRk5ODr776CjNmzGC7JIvSM8YmJycHGo0GIpEIkyZNstgn7/7WMyD46tWrbJdC7oFOp8PFixdx7tw5uLm5Ydq0aeDxeAMS2k6dOoXExESIRCLs37+fHrSGFgo05N4wDINPP/0UGzduxLJly/Dpp5+yXZJFqqmpQU5ODhoaGjB58mRERkaa7SDOwbJ+/XpUVlbi2LFjbJdC+qCjowMXLlxAXl4e+Hw+RCLRgK5RtXr1auzfvx8ffPABVq9ebZWtXOQPUaAh/SM/Px+PPfYYOBwOMjIy4O7uznZJFkkulyMnJwcSiQShoaEQCoVD9r2Mi4tDbGxsrwcEE/NQV1eHvLw8/PbbbwgODoZIJBrQwbgKhQLx8fFQq9U4evQoJk2aNGDXImaNAg3pPxqNBs8++yxOnjyJbdu2YcWKFWyXZLHa2tpw6dIlXLx4ES4uLoiKikJwcDBsbW3ZLm3Q9OeAYDKw9Ho9ioqKIBaL0dHRgaioKERERAz4SsN79+7FSy+9hFmzZmH37t1msTAgYQ0FGtL/vv76a6xatQphYWE4duwY9WPfA4PBgLKyMuTl5aGpqQn3338/IiMjrX4jTDYGBJO719zcDLFYjPz8fPj4+EAoFCIgIGDAB7irVCo8+uijKCwsREpKCp544okBvR6xCBRoyMBoaGjAM888g9zcXGzdupVaa/pBY2MjxGIxCgsLwePxEBUVhfHjx1vlWAEaEGy+jEYjysvLIRaLIZPJTCG7N9sT9Ie9e/diw4YNmDZtGj777LMh2yVLbkGBhgwchmFw8OBBaq3pZzqdDoWFhcjLy0NnZyfCwsIQHh5+x/1rLNGmTZtw5coVnDp1iu1SCK7/LsvlchQUFKCoqAhjx46FUChESEjIoM3K+32rzOLFi60yzJM+o0BDBh611gwMhmHQ0NBgusmMGTMGYWFhCAsLA4fDYbu8ezJv3jz4+vpix44dbJcypCmVShQWFqKwsBDd3d0IDw9HWFjYoK+4S60ypBco0JDBwTCMaWxNeHg4tdb0M6PRiJqaGhQUFOC3334Dl8tFWFgYgoODLXL6d0REBFatWoXVq1ezXcqQ09HRgZKSEhQUFKC5uRkhISEIDw+Hj4/PoLeIUKsMuQsUaMjgamhoQFJSEs6cOUOtNQNEr9ejvLwchYWFqK6uxoQJE3DfffchICAA9vb2bJfXK25ubjh27Biio6PZLmVI6OzsREVFBYqLi00/M+Hh4QgICGBtZl1Pq4xIJMJnn30GDw8PVuogFoMCDRl8Pa01zz//PMaPH4/vvvsO/v7+bJdllXqetktLS1FbWws/Pz8EBQVBIBDA0dGR7fJuS6vVwtHREWq1mmY4DSClUomysjKUl5ejrq4OfD4fwcHBrLfqVVVVYf78+bh69Sq1ypC7QYGGsKelpQUbN27EV199hSeeeAIpKSm07P8A6uzshEQiQVlZGSorKzF27FhTuPH09DSbm0Zubi4ef/xxKBQKtkuxKgzDoK6uDmVlZSgrK0NHRwcEAgGCgoIwfvx42NnZsVpfd3c3Vq5ciUOHDiExMRFbtmzBuHHjWK2JWBQKNIR9Fy9exIoVKyCXy7F161YsWbKE7ZKsntFohFQqNd3cDAYDBAIBBAIB/Pz8WH1C37lzJ1JTU3H58mXWarAWWq0W1dXVqKioQHl5OUaPHo2goCAEBQXB29vbbEJsWloaNmzYAC6Xiz179uAvf/kL2yURy0OBhpgHo9Fo6jP39/fH4cOHERAQwHZZQwLDMGhqakJZWRkkEgnq6urg7u4OPp8PPp8PPz+/QR17s3btWsjlchw+fHjQrmkttFotpFIpqqurUV1djZaWFvj6+mLChAkQCARm1+JRUVGBhQsXorq6Gtu2bcPy5ctp13nSVxRoiHlRKpV45ZVXkJaWhgULFmDPnj3UDTXIuru7UVtba7op1tfXw8PDAzweD/7+/vD19R3QgPPwww8jKioK77777oBdw1p0dnZCKpWiqqoKNTU1aG5uho+PjymMcrlcs9wuo7u7G0lJSTh8+DCWLFmC999/f9AW5iNWiwINMU+XL19GUlISamtr8eGHH2LZsmVslzRk6fX6mwKOTCaDh4cHvL294eXlBS6XCxcXl357sp44cSLefPNNJCYm9sv5rIXRaERjYyPq6+shk8lQW1uL5uZmeHt7mwKMt7e3WQaYG+3btw8vv/wyfHx8sHfvXkRERLBdErEOFGiI+TIajdi3bx9eeuklcLlc7N69GyKRiO2yhryegNNzY62vr0d7ezs8PT3h5eV1zyGHw+EgLy8PEydOHIDqLYPBYEBjY6Pp/ZXJZFAoFHB0dASXy4WXlxe8vb3B5XItpgUzNzcXK1euRH19PT7++GMsXbqUupdIf6JAQ8xfa2srtmzZgu3btyMkJARpaWkICgpiuyxyA61WC5lMZjp6Qo6Hhwc8PT3h4uJiOpycnO54I2toaICfnx+0Wu2QuNkZjUaoVCo0NzejubkZTU1NkMvlUCgUcHJyuikgenp6WuQiiaWlpVi6dClKSkrw4osvYtOmTVa/uSphBQUaYjnkcjnefPNNpKWlQSQS4YsvvoCnpyfbZZE70Gq1kMvlkMvlaGlpMd20Ozo64OzsfFPI6TnOnj2LZcuWoa6uju3y+w3DMGhvb0dTU5PpPWhpaUFTUxNUKhU4HA5cXFwwbtw4uLi4wNPT02LDy43kcjmWLFmC3NxcLF26FG+99Rb9vpKBRIGGWB6JRIKNGzfi5MmTeOSRR7Bnzx44ODiwXRbpJZ1Od1PAufEoLi7G2bNn8dprr8HBwQEcDsf0sedwcHDAyJEjWZ9yzDAMtFot1Go1NBoN1Gq16ej5vOejvb09XF1dbwlwzs7OrK//0t80Gg2SkpJw/PhxzJo1C1u2bKEZi2QwUKAhluvKlStYv349Ll26hCVLluCTTz6xmPEE5Pb+8Y9/IDs7G/v27bspJPz+tcFgwIgRI2Bvb2/62PPazs7upv9mb2+PYcOGwcbG5qYDuB5KbjyMRiN0Oh10Oh26urpMr3//eVdXF7q6umBnZ3dT6LoxfN342tpCy+10d3cjOTkZaWlpiIyMxLZt22jALxlMvQo0dIcgZikiIgKZmZnIzMxEcnIyPDw8kJycjDfeeGNIjL+wRg0NDeByueDz+X/4fXq93hQq7hQ4dDodtFotWltbYTQaTaEFuD525cZg0/N62LBhphDk7Ox828DU83rkyJEUoHH9vfzXv/6F7du3w9fXF0ePHkVsbCzbZRFyW9RCQ8wewzD44YcfsGHDBqjVaixduhTvvfeexWzGSK577LHHIBAI8NFHH7FdCvkTOp0Or7zyCvbv3w9HR0ds3boVc+fOZb0rkAxZvfrBo0ddYvZsbGwwb948VFZWIjU1FT///DPc3d2xYsUKaDQatssjvdTQ0AAfHx+2yyB/QKPRYPny5XB3d8fp06exZ88eVFZWYt68eRRmiNmjQEMsxrBhwzB37lzk5+fjyJEjqKyshJeXF212aCGam5v/tLuJsEMul2PevHnw8vKCRCLBkSNHkJ+fjzlz5lAXL7EY9JNKLI6NjQ3i4+ORnZ2NjIwM6PV68Pl8JCQkQCKRsF0euQOlUgl/f3+2yyA3kEgkSEhIwPjx42EwGJCZmYns7GzEx8dTiwyxOBRoiEWLiorCsWPHcOnSJXh5eSE0NBTR0dEQi8Vsl0ZuYDQa0dbWhgkTJrBdCgEgFosRHR2N0NBQeHl54fLlyzh69CgiIyPZLo2QPqNAQ6zCxIkTkZaWhvLycgiFQsTExCAwMBA7duyA0Whku7whr66uDvb29rSmEIuMRiN27NiBwMBAxMTEQCgUory8nFbnJlaDZjkRq9Ta2op9+/bhww8/hEajwcMPP4wPP/yQBqWyJDMzE0899RRkMhnbpQw5tbW1ePnll/HTTz/BwcEBL7/8MpYtW0ZbFBBLQrOcyNDl5OSE5ORk1NTU4PDhw2hvb0dgYCAiIiJw5MgRtssbcqqrqzFu3Di2yxhSDh8+jIiICAQGBqK9vR2HDx9GTU0NkpOTKcwQq0SBhli1ngHER48eRWVlJebMmYOkpCR4eXkhOTmZpn0Pkvr6ego0g0Cj0SA5ORleXl5YuXIl5syZg8rKShw9epQG+hKrR4GGDBne3t7YvHkzFAoFduzYgQsXLsDDwwMxMTE4deoU2+VZtdbWVho/M4BOnTqFmJgYeHh4IC8vD//5z3/Q0NCAzZs3w9vbm+3yCBkUFGjIkGNnZ4eFCxfi3LlzEIvFiIiIwOLFi+Hh4YEFCxaguLiY7RKtjlqtxpgxY9guw6oUFRVhwYIFcHd3x+LFixEREQGxWIyzZ89iwYIFQ2KPKUJuRIGGDGnBwcHYsWMHmpubsX//ftja2iIqKgo8Hg9r1qyhBfv6iVqtBofDYbsMi6dQKLBmzRr4+flBKBTC1tYWX3zxBZqbm7Fjxw4EBwezXSIhrKFAQwiA4cOHY8aMGTh06BCamprw3nvvoaSkBH5+fpg4cSLeeecddHZ2sl2mxdJoNBRo+qizsxNvv/02Jk6cCD8/P5SUlOD9999HU1MTDh06hBkzZtBGmoSAAg0htxgzZgwSExORmZkJqVSKNWvW4MCBA3BxcYFQKMSuXbug0+nYLtOiaDQaODo6sl2GxdDpdNi1axeEQiFcXFzw1VdfYc2aNZBKpcjMzERiYiJ14RHyO7QODSG91LMI2ZdffgmZTAZ/f388+uijeOmll+Dp6cl2eWZt6tSpmDt3LjZt2sR2KWZLLpdj27ZtOHbsGKqqquDl5YWnn34af/vb3xAYGMh2eYSwidahIaQ/CQQCbN68GRKJBCUlJVi1ahWys7PB4/HA5/Px9NNP05YLd6DVajF27Fi2yzA7YrEYiYmJ4PP54PF4yM7OxqpVq1BSUgKJRILNmzdTmCGklyjQENIHfD4fycnJOHPmDBQKBbZs2YKuri7ExsbC3d0dCQkJOHjwIG278P86OjpoMTdc337g4MGDSEhIgLu7O2JjY6HT6fDvf/8bCoUCZ86cQXJyMu1KTkgfUJcTIf1Ir9cjNzcX3333Hb755htoNBr4+vpi8uTJSEpKwrRp09gukRV+fn5ISUnBzJkz2S5l0GVlZeHzzz/HuXPncO3aNTg4OGDRokWYP38+RCIRTa8m5M/1qsuJAg0hA4RhGFRUVCAjIwMnT57EL7/8AoZh4OPjA5FIhOXLl0MkErFd5qBwd3fH0aNHER0dzXYpAy43Nxeff/45cnNzUVtbCxsbGzz44IOYOXMm4uPjERgYSCv2EnJ3KNAQYk4YhkFZWRkyMjLw448/4tdffwUA+Pr6YurUqXjmmWes9obP4XBw6dIlqxwPcvbsWezduxdnzpyBVCqFjY0NYmNjMXv2bMTFxSEoKIgCDCH3hgINIeaMYRiUlpYiMzMTJ06cwK+//gobGxu4u7sjICAA06dPx8KFCxEUFMR2qfdsxIgRqK2thZubG9ul3JOysjJ8++23yMrKgkQiMS28GBsbi1mzZiEuLg7BwcEUYAjpXxRoCLEkDMOgsrISFy9exLlz55Cbm4uioiLY2dlZfMixt7dHY2OjRQ0M7gkvmZmZqKqqgkKhgF6vR2hoKEQiESZPnozIyEhMmDCBAgwhA4sCDSGWzmg0QiKR3DHk+Pr6IjQ0FNHR0YiLi4OPjw/bJd+WnZ0dlEqlWW5QWVtbi8zMTJw/fx5FRUW4du3aHcNLQEAAhg2jyaGEDDIKNIRYoxtDTkFBAQoLC1FaWgqpVAo7Ozs4OzvDxcUFvr6+mDRpEkQiEaZPn85qmBg+fDjUajVGjRrFyvU1Gg2ysrKQm5uL/Px8XLt2DU1NTVCpVNDr9fDz80NwcDDCwsIQHh5O4YUQ80KBhpChxGg0oq6uDuXl5SgvL0dJSQkKCgpQXl6OxsZGODg4wMnJyfTRy8sLPB4PgYGBCA4ORnh4OMaNGzcgtdna2kKr1cLe3r7fz93S0oKCggKUlJSgsrISNTU1kMlkaG1thUajMX10c3ODQCBAeHg4QkJCIBAIIBAI4O3tTcGFEPNGgYYQcp1Op4NEIoFUKkV9fT1kMhmkUilqampQW1sLuVwOpVKJ4cOHY8yYMRg9ejQcHBzA4XAwatQocDgcODo6YuzYsXB2dsa4cePg6uoKNzc3uLu7w93dHZ6enncMLDY2Nuju7oatre1ta5PL5VAoFFAoFGhsbERTUxNaWlqgVCqhUqnQ1tYGtVoNrVYLtVoNjUaDjo4OtLe3o7u7G87OzvD09ISPjw94PB78/Pzg5eUFLpcLPz8/BAQEDEiYIoQMCgo0hJDeYxgGSqXSFHjq6+vR2NgItVoNlUplChatra1oa2uDRqOBWq1GR0cHOjo6oNPpYGtri2HDhsHGxsY0UNbGxgYjRoy4abdyhmHAMAyMRiMMBgPs7e0xevRojB49GhwOBw4ODnB0dISTk5MpSI0dOxYcDgdubm7gcrmmwOLs7EyDcgmxbhRoCCGDx2g0orOzE0aj8ZbDYDCYws7vj5EjR1KXDyHkj1CgIYQQQojFo922CSGEEDI0UKAhhBBCiMWjQEMIIYQQi0eBhhBCCCEWjwINIYQQQiweBRpCCCGEWDwKNIQQQgixeBRoCCGEEGLxKNAQQgghxOJRoCGEEEKIxaNAQwghhBCLR4GGEEIIIRaPAg0hhBBCLB4FGkIIIYRYPAo0hBBCCLF4FGgIIYQQYvEo0BBCCCHE4lGgIYQQQojFo0BDCCGEEItHgYYQQgghFo8CDSGEEEIsHgUaQgghhFi84Xf5/TYDUgUhhBBCyD2gFhpCCCGEWDwKNIQQQgixeBRoCCGEEGLxKNAQQgghxOJRoCGEEEKIxaNAQwghhBCLR4GGEEIIIRaPAg0hhBBCLB4FGkIIIYRYPAo0hBBCCLF4/wf9ct01hdU11AAAAABJRU5ErkJggg==\n",
|
|
"text/plain": [
|
|
"<Figure size 720x720 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"load_points = calc_circle(c_p[idx_900mhz, 0, 0], r_p[idx_900mhz, 0, 0])\n",
|
|
"\n",
|
|
"load_points_net = net.Network(name='gain circle', s=load_points)\n",
|
|
"cl_points_net = net.Network(name='stability circle', s=cl_points)\n",
|
|
"\n",
|
|
"load_points_net.plot_s_smith()\n",
|
|
"cl_points_net.plot_s_smith()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 217,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"8.202730679312596"
|
|
]
|
|
},
|
|
"execution_count": 217,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"np.absolute(bjt.s21.s[idx_900mhz, 0, 0])"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 218,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"(-0.1682179966821933-0.37825243897096916j)"
|
|
]
|
|
},
|
|
"execution_count": 218,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"c_p_900mhz, r_p_900mhz = c_p[idx_900mhz, 0, 0], r_p[idx_900mhz, 0, 0]\n",
|
|
"#d = c_p_900mhz - cl_900mhz\n",
|
|
"#gamma_l = c_p_900mhz + r_p_900mhz * d/np.absolute(d)\n",
|
|
"gamma_l = c_p_900mhz + r_p_900mhz * (np.exp(1.0j*np.pi*1.35))\n",
|
|
"\n",
|
|
"gamma_l"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 219,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"True"
|
|
]
|
|
},
|
|
"execution_count": 219,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"# check stability against the stability circle\n",
|
|
"is_gamma_l_stable = np.absolute(gamma_l - cl_900mhz) > rl_900mhz\n",
|
|
"is_gamma_l_stable"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 220,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"(27.477891437216186-25.0862437367737j)"
|
|
]
|
|
},
|
|
"execution_count": 220,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"z_l = net.s2z(np.array([[[gamma_l]]]))[0, 0, 0]\n",
|
|
"z_l"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 221,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"(55.22772863185425, 24.87689799845171)"
|
|
]
|
|
},
|
|
"execution_count": 221,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"Q = np.sqrt((50 - np.real(z_l))/np.real(z_l)) \n",
|
|
"x_1 = 50/Q\n",
|
|
"x_2 = Q * np.real(z_l)\n",
|
|
"\n",
|
|
"x_1, x_2"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 222,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"((27.477891437216186-25.0862437367737j),\n",
|
|
" (27.477891437216183+24.87689799845171j),\n",
|
|
" (27.477891437216183-25.086243736773696j),\n",
|
|
" (-0-49.963141735225406j))"
|
|
]
|
|
},
|
|
"execution_count": 222,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"z_tmp = 1./(1./50 + 1./(1.0j * x_1))\n",
|
|
"x_cl = 1.0j*(np.imag(z_l) - np.imag(z_tmp))\n",
|
|
"z_eff = z_tmp + x_cl\n",
|
|
"z_l, z_tmp, z_eff, x_cl"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 223,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"(9.606301647538143e-09, (3.481362910233088e-12+0j))"
|
|
]
|
|
},
|
|
"execution_count": 223,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"# TODO set fc somewhere up above\n",
|
|
"l_l = x_1/(2*np.pi*915e+6)\n",
|
|
"c_l = 1./(1.0j*2*np.pi*915e+6*x_cl)\n",
|
|
"\n",
|
|
"l_l, c_l"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 224,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"((27.477891437216186-75.04938547199912j),\n",
|
|
" (73.00983704515737+107.89464956975215j))"
|
|
]
|
|
},
|
|
"execution_count": 224,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"# just to double check, let's apply these two components to S22 and see if the load effectively sees 50 ohms\n",
|
|
"z_tmp = z_l - 1.0j/(2*np.pi*915e+6*c_l)\n",
|
|
"z_eff = 1/(1.0/z_tmp + 1.0/(1.0j*2*np.pi*915e+6*l_l))\n",
|
|
"z_tmp, z_eff"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 225,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"2-Port Network: '', 0.4-2.0 GHz, 1001 pts, z0=[50.+0.j 50.+0.j]"
|
|
]
|
|
},
|
|
"execution_count": 225,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"output_network = tem.capacitor(c_l)**tem.shunt_inductor(l_l)\n",
|
|
"output_network_backwards = tem.shunt_inductor(l_l) ** tem.capacitor(c_l)\n",
|
|
"\n",
|
|
"output_network"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 226,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 720x720 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"(output_network_backwards ** tem.load(np.conj(gamma_l))).plot_s_smith()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 227,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"(-0.2725778760603465+0.15443286430443276j)"
|
|
]
|
|
},
|
|
"execution_count": 227,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"# woo, it probably works! time to work out the source matching network \n",
|
|
"# and then cascade all three of them to see if that works\n",
|
|
"\n",
|
|
"gamma_in = bjt.s11.s + bjt.s12.s*bjt.s21.s*gamma_l/(1 - bjt.s22.s*gamma_l)\n",
|
|
"gamma_s = np.conj(gamma_in)\n",
|
|
"gamma_s = gamma_s[idx_900mhz, 0, 0]\n",
|
|
"gamma_s"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 228,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"True"
|
|
]
|
|
},
|
|
"execution_count": 228,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"# check stability against the stability circle\n",
|
|
"is_gamma_s_stable = np.absolute(gamma_s - cs_900mhz) > rs_900mhz\n",
|
|
"is_gamma_s_stable"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 229,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"(27.440200161961304+9.397705357210816j)"
|
|
]
|
|
},
|
|
"execution_count": 229,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"# time to calculate the source matching network\n",
|
|
"z_s = net.s2z(np.array([[[gamma_s]]]))[0, 0, 0]\n",
|
|
"z_s"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 230,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"(55.14371498593006, 24.880623448168738)"
|
|
]
|
|
},
|
|
"execution_count": 230,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"Q = np.sqrt((50 - np.real(z_s))/np.real(z_s))\n",
|
|
"x_1 = 50.0/Q\n",
|
|
"x_2 = Q*np.real(z_s)\n",
|
|
"\n",
|
|
"x_1, x_2"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 231,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"(55.14371498593006, 15.482918090957922)"
|
|
]
|
|
},
|
|
"execution_count": 231,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"z_tmp = 1./(1./50. + 1./(1.0j * x_1))\n",
|
|
"z_tmp\n",
|
|
"\n",
|
|
"x_l_s = x_1\n",
|
|
"x_c_s = -np.imag(z_s) + np.imag(z_tmp)\n",
|
|
"\n",
|
|
"x_l_s, x_c_s"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 232,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"(9.59168832837311e-09, 1.1234305283660582e-11)"
|
|
]
|
|
},
|
|
"execution_count": 232,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"#c_shunt_s = -1.0/(2*np.pi*915e+6*x_shunt_s)\n",
|
|
"l_shunt_s = x_l_s/(2*np.pi*915e+6)\n",
|
|
"c_series_s = 1.0/(2*np.pi*915e+6*x_c_s)\n",
|
|
"l_shunt_s, c_series_s"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 233,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"(27.440200161961307+9.397705357210816j)"
|
|
]
|
|
},
|
|
"execution_count": 233,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"# double checking to make sure the match works as expected\n",
|
|
"z_tmp = 1.0/(1.0/50.0 + 1/(1.0j*2*np.pi*915e+6*l_shunt_s))\n",
|
|
"z_eff = z_tmp + 1/(1.0j*2*np.pi*915e+6*c_series_s)\n",
|
|
"z_eff"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 234,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 720x720 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"# now to implement it using two port networks\n",
|
|
"input_network = tem.shunt_inductor(l_shunt_s) ** tem.capacitor(c_series_s)\n",
|
|
"net.connect(input_network, 1, tem.load(gamma_in), 0).plot_s_smith()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 235,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
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"text/plain": [
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"<Figure size 720x720 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
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"# let's see what the final network looks like\n",
|
|
"output_network = tem.capacitor(c_l) ** tem.shunt_inductor(l_l)\n",
|
|
"input_network = tem.shunt_inductor(l_shunt_s) ** tem.capacitor(c_series_s)\n",
|
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"\n",
|
|
"amplifier = input_network ** bjt ** output_network\n",
|
|
"amplifier.plot_s_smith()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 236,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"(array([[16.54391351]]), array([[45.12231266]]))"
|
|
]
|
|
},
|
|
"execution_count": 236,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"gain = np.square(np.absolute(amplifier.s21.s[idx_900mhz]))\n",
|
|
"10*np.log10(gain), gain"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 237,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"array([[0.04469069]])"
|
|
]
|
|
},
|
|
"execution_count": 237,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"np.absolute(amplifier.s12.s[idx_900mhz])"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 238,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 720x720 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"amplifier.s11.plot_s_db()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 239,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 720x720 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"amplifier.s21.plot_s_db()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 240,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 720x720 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"# what does cascading two of these look like?\n",
|
|
"\n",
|
|
"cascaded = amplifier ** amplifier ** tem.shunt_delay_load(0.8, 0)\n",
|
|
"cascaded.plot_s_smith()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 241,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"(array([[32.31845037]]), array([[1705.47374199]]))"
|
|
]
|
|
},
|
|
"execution_count": 241,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"gain = np.square(np.absolute(cascaded.s21.s[idx_900mhz]))\n",
|
|
"10*np.log10(gain), gain"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 242,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 720x720 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"cascaded.s11.plot_s_db()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 243,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 720x720 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"cascaded.s22.plot_s_db()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 259,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"(3.481362910233088e-12+0j) 9.606301647538143e-09 9.59168832837311e-09 1.1234305283660582e-11\n"
|
|
]
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
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"text/plain": [
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"<Figure size 720x720 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"# let's see what the final network looks like with imperfect components\n",
|
|
"print(c_l, l_l, l_shunt_s, c_series_s)\n",
|
|
"output_network2 = tem.capacitor(3.9e-12) ** tem.shunt_inductor(12e-9)\n",
|
|
"input_network2 = tem.shunt_inductor(9.5e-9) ** tem.capacitor(12e-12)\n",
|
|
"\n",
|
|
"amplifier2 = input_network2 ** bjt ** output_network2\n",
|
|
"amplifier2.plot_s_smith()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 260,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
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"text/plain": [
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|
"<Figure size 720x720 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"amplifier2.s11.plot_s_db()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 261,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"[[53.72251584]]\n"
|
|
]
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 720x720 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"print(np.square(np.absolute(amplifier2.s21.s[idx_900mhz])))\n",
|
|
"amplifier2.s21.plot_s_db()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 262,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 720x720 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"amplifier2.s22.plot_s_db()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": []
|
|
}
|
|
],
|
|
"metadata": {
|
|
"kernelspec": {
|
|
"display_name": "Python 3",
|
|
"language": "python",
|
|
"name": "python3"
|
|
},
|
|
"language_info": {
|
|
"codemirror_mode": {
|
|
"name": "ipython",
|
|
"version": 3
|
|
},
|
|
"file_extension": ".py",
|
|
"mimetype": "text/x-python",
|
|
"name": "python",
|
|
"nbconvert_exporter": "python",
|
|
"pygments_lexer": "ipython3",
|
|
"version": "3.7.2"
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 2
|
|
}
|