spyglass/spyglass_objective_doublet....

828 lines
1.3 MiB

{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "6026a74b",
"metadata": {},
"outputs": [],
"source": [
"%matplotlib widget\n",
"\n",
"isdark = False\n",
"\n",
"from rayoptics.environment import *"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "c7d740ee",
"metadata": {
"scrolled": true
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"150.0 17.29156926912888 -30.45841339555312\n"
]
}
],
"source": [
"opm = OpticalModel()\n",
"sm = opm['seq_model']\n",
"osp = opm['optical_spec']\n",
"pm = opm['parax_model']\n",
"\n",
"osp['pupil'] = PupilSpec(osp, key=['object', 'pupil'], value=16)\n",
"osp['fov'] = FieldSpec(osp, key=['object', 'angle'], value=0.5, flds=[0., 0.707, 1.], is_relative=True)\n",
"osp['wvls'] = WvlSpec([('F', 0.5), (587.5618, 1.0), ('C', 0.5)], ref_wl=1)\n",
"\n",
"opm.radius_mode = True\n",
"\n",
"sm.gaps[0].thi=1e10\n",
"\n",
"def calc_curvature(n, fl):\n",
" return (n-1)*fl\n",
"\n",
"n_bk7 = 1.5168\n",
"n_lasf9 = 1.85025\n",
"n_f2 = 1.62005\n",
"\n",
"v_bk7 = 64.17\n",
"v_lasf9 = 32.16\n",
"v_f2 = 36.43\n",
"# try for chaining a 3x telescope setup with a second 3x telescope setup\n",
"f0 = 150\n",
"f0_0 = (v_bk7-v_f2)*f0/v_bk7\n",
"f0_1 = -f0_0*v_bk7/v_f2\n",
"f0_actual = 1/(1/f0_0+1/f0_1)\n",
"f1 = 40\n",
"# 1/f = 1/f0 + 1/f1 = 1/f0 - v2/(f0*v1) = (v1-v2)/(v1*f0)\n",
"# f0 = (v1-v2)*f/v1\n",
"f1_0 = (v_bk7-v_f2)*f1/v_bk7\n",
"f1_1 = -f1_0*v_bk7/v_f2\n",
"print(f0_actual, f1_0, f1_1)\n",
"f2 = 150\n",
"f3 = 50\n",
"\n",
"f1_stacked = 2*f1\n",
"\n",
"r0 = calc_curvature(n_lasf9, f0)\n",
"r0_0 = calc_curvature(n_bk7, f0_0)\n",
"r0_1 = calc_curvature(n_f2, f0_1)\n",
"r1 = calc_curvature(n_lasf9, f1)\n",
"r1_0 = calc_curvature(n_bk7, f1_0)\n",
"r1_1 = calc_curvature(n_f2, f1_1)\n",
"r2 = calc_curvature(n_lasf9, f2)\n",
"r3 = calc_curvature(n_lasf9, f3)\n",
"\n",
"sm.add_surface([r0_0, 2, 'N-BK7', 'Schott', 42/2])\n",
"sm.add_surface([1e9, 2, 'N-F2', 'Schott', 42/2])\n",
"#sm.add_surface([-r0_1, 180+2*f1])\n",
"sm.add_surface([-r0_1, 180+2*36.])\n",
"\n",
"#sm.add_surface([r1_0, 6, 'N-BK7', 'Schott', 16])\n",
"#sm.add_surface([1e9, 2, 'N-F2', 'Schott', 16])\n",
"#sm.add_surface([-r1_1, 30])\n",
"#sm.add_surface([1e9, 2, 'N-LASF9', 'Schott', 16])\n",
"#sm.add_surface([-r1, f2+f3])\n",
"\n",
"#sm.add_surface([r2, 2, 'N-LASF9', 'Schott', 16])\n",
"#sm.add_surface([1e9, f2+f3])\n",
"#sm.add_surface([1e9, 2, 'N-LASF9', 'Schott', 16])\n",
"#sm.add_surface([-r3, f3])\n"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "a26f0ff4",
"metadata": {
"scrolled": true
},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "98b58e1952da43188327834bb626eb8e",
"version_major": 2,
"version_minor": 0
},
"image/png": "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",
"text/html": [
"\n",
" <div style=\"display: inline-block;\">\n",
" <div class=\"jupyter-widgets widget-label\" style=\"text-align: center;\">\n",
" Figure\n",
" </div>\n",
" <img src='data:image/png;base64,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' width=640.0/>\n",
" </div>\n",
" "
],
"text/plain": [
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"opm.update_model()\n",
"\n",
"layout_plt = plt.figure(FigureClass=InteractiveLayout, opt_model=opm, is_dark=isdark).plot()"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "85fd9885",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"efl 142.6\n",
"ffl -145.8\n",
"pp1 -3.188\n",
"bfl 137\n",
"ppk 5.616\n",
"f/# 8.914\n",
"m -1.426e-08\n",
"red -7.011e+07\n",
"obj_dist 1e+10\n",
"obj_ang 0.5\n",
"enp_dist -0\n",
"enp_radius 8\n",
"na obj 8e-10\n",
"n obj 1\n",
"img_dist 137\n",
"img_ht 1.245\n",
"exp_dist -117.5\n",
"exp_radius 7.825\n",
"na img -0.056\n",
"n img 1\n",
"optical invariant 0.06981\n"
]
}
],
"source": [
"pm.first_order_data()"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "8f39b24f",
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "ca0173a4b23649319b1f4c863f8bf331",
"version_major": 2,
"version_minor": 0
},
"image/png": "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",
"text/html": [
"\n",
" <div style=\"display: inline-block;\">\n",
" <div class=\"jupyter-widgets widget-label\" style=\"text-align: center;\">\n",
" Figure\n",
" </div>\n",
" <img src='data:image/png;base64,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' width=640.0/>\n",
" </div>\n",
" "
],
"text/plain": [
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# add a focusing mirror\n",
"#sm.add_surface([100, 2, 1.85, 16])\n",
"#sm.add_surface([1e9, 36])\n",
"\n",
"opm.update_model()\n",
"\n",
"opm.seq_model.gaps[-1].thi = opm.optical_spec.parax_data.fod.bfl\n",
"opm.update_model()\n",
"\n",
"layout_plt = plt.figure(FigureClass=InteractiveLayout, opt_model=opm, is_dark=isdark).plot()"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "fbb733ef",
"metadata": {
"scrolled": true
},
"outputs": [
{
"data": {
"text/plain": [
"137.01040075032165"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "3eb4ff0e3ef74936817a854bcda60aa5",
"version_major": 2,
"version_minor": 0
},
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAoAAAAHgCAYAAAA10dzkAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAA9hAAAPYQGoP6dpAACt4ElEQVR4nOzdd3wb9fnA8c/dact7xTNecTbZe5A9IAmzQEpLCxQK/IBSRilQSlsobSlQZoGWtpS27JlB9t6L7L2dxHEc24mHJNuydPf7Q44TZ5HhRJb8vF8vvWyf7qTnm5OePHff731PKa3UDYQQQgghRLOhBjsAIYQQQghxeUkBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzJiCHUAo03W9/ndFUYIYiRDNk2EY9b+raugcz0ruECK4QjV3NCYpAC+Sx+MJdghCNHsOhyPYIZw3yR1CBF8o5o7G0jzLXnFOFEXB6XSG9RmKw6Ul/Plvb3O4tCTYoVwSzWEfiqYn3D934Z43IPz3oZAC8KIc+2KE6xdEUZT6R7gyDANvrbdBd0A4Cfd9GKrfwVCN+1yF++cu3PMGhP8+DPfv4LmQAlAIIYQQopmRAlAIIYQQopmRAlAIIYJkfVF1sEMQQjRTUgAKIUSQ/HnxQYpcvmCHIYRohsJqGpilq1exYPkyKl0uWiQkMnb4CLIzWp523Y3btrJszWoKi4rw+X20SEhk+ICBtM7JvcxRCyGCLVi5oxVv8Nv5j/HKqGRsJjkeF0JcPmGTcdZt2czkWTMZ0q8/P7vjLrIyMnjv048pKy8/7fp79u8jLyub22++hQdv/wk5mZm8//mnFBw6dJkjF0IEUzBzRwflM3TX57y0tCSsrygVQjQ9YVMALlqxnB6du9Crc1eSEhIYN3wk0VFRLFuz+rTrjxs+kkF9+pKRkkpCXByjBw0hPi6OLTt3XObIhRDBFMzc0WNhOv2sz7LpwDL+t+H0BacQQlwKYdEF7PP7KThUyKA+fRssz8vKIb/gwDm9hm4Y1Hi9OOy2M7+Pz4fP76//+9gR++6jteTGWS4g8qbtxHmSwvVWOeHexnBvH3BRZ86CnTvS8qPobI/D2+MhvtjwIS2jOzMkO+ICWtK0hPvnLtzbB82jjc39rHtYFIAejwfdMIh0NkyckU4n292uc3qNhSuWUeutpVPb9mdcZ+7SJcxevLD+b4vZwuP33MdzC4p4fVw2yZHhVwQC2O32YIdwyVit1vqf4XxLoHDdh4Zh4Ha7L3j7YOcOgA5rWlAZm09VzoP8Zcl/SI/rQOcU5wW0pukJ189dc8kbEL778GJzRzgIiwKw3kkTehsYKCcvPI21mzcxa9FCfnTjTUQ4z5x4h/Ttx8BevY+/vmHg9/lI8v2LR765k1dHpxFhCZ8jJUVRsNvtVFVVhe2RUk1NTf3PcLw3a3PYh40iSLnjmJ7zMnBH7MaT8Bi/nPYmr1+VSXqU+fzb0USE++cu3PMGhP8+FGFSADocDlRFodLV8Ijd5facNSlDYAD4F1Mm84PrbiAvK/us65pMJkym4/9khmHg9vnoanmH2a44npl7I38YmoRFC48i8Nhpf8Mw0HU9yNFcGscSW7i2Mdz34cXexinYuUMdOQZ9wmdousqAGVlUX7cCj/1Znpj1HK+NSiXWrl1444Io3D934Z43IPz3YXO+BdwxYVGpmDSNtOQUdu7d02D5zr17yExLP+N2azdv4rNvJjH+muto2yrvgt+/2+JU+tt+TVHJPP60uAS/LkdLQoSCYOcO7a4HULr2BMBabeLKKTlc4Z9IovevPDWnCLc3/P7jFUI0DWFRAAIM6NWblevWsnLdWg6XlDBp1kzKKsrp3bUbANPmzeWTSRPr11+7eROfTp7ImKHDaJmaRqXLRaXLRXX1+c/Mn7Ujjs7fxjPU8XM2H1jJGytL5ZS5ECEimLlD0TS0J5+FzMAZxMgKK1dOzaan9g6a67/8dv5hvH4pAoUQjS8suoABOrdrj6fKw+zFi6h0u0hOSOT2m8YTGx0NQIXLRVnF8WkWlq9Zja7rTJgxnQkzptcv79axEzePHXfe799hdTLVDh/+dv/H1F3/xmnuzF1dY+U0sxBNXLBzh+KMwPTsS/gevQ9KDhNX7KDfjEz8o/7IvNJonltwPb8ZlIRJlVwihGg8Smml9FdeqGNXEdV+bxRUeTAwWDZ0H1tyLUxz/5sbrujIbZ1igh3mBVNVFYfDEbhSMgzHgAAUlRTz7scfcvf4W2mRkBjscBpduO9DRVEwDAOn0xlSB1vHcsex+AGMvbvxPX4/1F19vD+njMVDC5hT8wqt0q7iif6JaCFSBIb75y7c8waE/z4M1dzRmMKmCziYtBvHA6Cg0HtuS/L2VTPSeRefb9jKxxvLghucECIkKFk5aL99AeqmGMnYHUOvhckMtj3CtgOzeXGpjC8WQjQeKQAbgfr9O1Cvvjbwu6HQb2YmeQWVjHTczUfrtkkRKIQ4J2r7TmhPPQ91VwznbIun1+IkhtofYtO+ObwkRaAQopFIAdgIFEVBvfdhlEHDAdB0lf7Ts8grLGWU4yd8tG4rH2wokwtDhBDfSe3RG+2xZ6BuGo5WmxPouTSOYfYH2bhvNn9eIkWgEOLiSQHYSBRNQ3v0Vyj9BwFg8qsMnJ5NXuERRjl/wmfrt/CvtVIECiG+mzpwCNojv4K6sUmtNybWF4Fb98/g9wuLqfVLLhFCXDgpABuRopnQHv8tSp8BAJh8KgOnZdPmQBmjnT9mypZ1vLnyCLoUgUKI76AOGYn20BMNisA+ixIZan+QfYUTeWZeEVW+8BucL4S4PKQAbGSKyYT2xLMofQcCoPkD3cFt9lYx2nE7C3eu4o+L5OhdCPHd1BFXoz38VH13cO6WePrNS2Gw9RccLfmEX84qoqLGH+QohRChSArAS0AxmwNF4MChQGBMYL9ZmbTfDqOdd7DlwHyeniuz/Ashvps6bDTao7+uLwKzdsQxcGYGg8zPoFa8zcPTCyly+b7jVYQQoiEpAC8RxWRC+8WvUYaNBgJXB/ean0GndXZG2O+ltGQiD88o5LBbErcQ4uzUwcPRnnoOTGYA0vKjufKbHPrxBi1qnudn0w6wrbQmyFEKIUKJFICXkKKZ0H7+JOp1N9cv67w8lZ6LkxhiewyH5288OO0g20okcQshzk7teyXasy+C3Q5A0qEIhk5oRQ/vp3RWHuKXM3azaJ87yFEKIUKFFICXmKKqqHc9gPrjn9Yvy9ucQP8ZWfTRXqeN8Wsem7mfOXtcQYxSCBEK1M7d0f74OsTEAhBdZmP413l0ObqMwbY7eHHhRplySghxTqQAvAwURUG7+Ta0R38FmgYEunCGTmhFl5rJDLb+hFeWbOPd1Udkfi8hxFmpeW0xvfQOpGUAYPeYGTKxFV33HGSM8/t8s3E+v19YTFWtjDEWQpyZFICXkTp0NNrvXgJnBACxpXZGfJVHh+LtjHWOZ/bWJTwxp4ij1XJVnxDizJSUVEwvvY3SsTMQmHe03+xMeq80Mdp2J4WF/+HBqQc5UFEb5EiFEE2VFICXmdq1B6aX34GUNABsVWaGTM6l82YfVzl+TFXp+9z3TQHri6qDHKkQoilToqLRfv8Kyoir65e1X9uCwdPTGaw8T7r3SR6csou5e2V4iRDiVFIABoGSkYnpL39D6dwdAFVX6L44nf5zUxhg+iPt+QVPzdrJ/9aXSZewEOKMFLMZ7aEnUO+6v36amJT9UYz8ojW9ymYwxPoD/rpkOa8uK6FaJo0WQpxACsAgUaKi0Z57CfWG8fXLMnfGMuLLPLpWzGWM82a+2biQR2ceotAl3ThCiNNTFAXt+vFov38FoqIBcLosDJ3Qij6bjjLW8X225/+b/5tSwHaZKkYIUUcKwCBSNBPaT+5He+JZsDsAiCqzMeKrPLptquYqx4/Ryl/jvm/ymbKjUq7sE0Kckdq5G6bX/4nSriMQmIC+69I0hk5LYYjxB1rV3s8vpm/kf+vL8EnPghDNnhSATYA6cAim1/8JOXlA4PZx3ZakMXhaBv38f2ew5Ue8t3I5T84pkhn/hRBnpCS2QPvTGw16FlL2RzH6szb027+GsY4bmLv5M342rZBdR71BjFQIEWxSADYRSmo6ppffRr32pvplKfujGP1pW3rsKmCs4xZqS1/n7kl7+XxzuYwNFEKclmKq61l49iWIjQPAVm2i/8wshsyNZJT6OKlVD/DI1PX8Y80RamRsoBDNkhSATYhisaL99GeBxB0XD4DFq9F7bkuGTEunf+3fGGG7ia/WzeL+qYVsPCxXCgshTk/t3hvTX/+N0ndg/bLMnbFc9Ulbrty7imsd17J2+7vcNfkAS/Z7ZIiJEM2MFIBNkNq9N6a3/osyZGT9spT9UVz1aRv6bqhgjO1Okqse56mZG/jT4mKK5X7CQojTUKJj0X71PNqjT9fPP2qrNtF3TiYjpiYyouYluhvjeWPRTJ6ee5h95dItLERzIQVgE6VERmJ67Ndov/4jxCcCYPJpdF6eyqjPW9O/aA7XR4yjqOANfjJxN/9eexS3V7pyhBANKYqCOnQUpnf+i9J/cP3y5AORjPqsNUNXlXKt+cdYjjzMQ9+s5o0VpTIZvRDNgBSATZzaZwCmd/6LOvaG+nm+ospsDJ6Sy9BpLRhc9TZX28eybNt/+NGEfD7bXC5jeoQQp1DiEjA99VzgoDKxBRC4Urjd2iTGfNyWETuXcL19LAfyn+Ourzfx/jo5qBQinEkBGAIUhxPtvocxvfouStuO9ctT9wWu7huy0MQI/7MMMV3P9PUf86Ov9/PllnKZ+FUIcYrAQeX/UG/5EZjMQOCORD0XZjDm82yuKviCMbarWL/tz9zx9Vb+t75MCkEhwpAUgCFEyW2N9uJfA+N5EpIAUA2FnK3xjPm4LUOX1nCV/hQDtOuYtu5//OirvfxvfRkVNdKdI4Q4TrHZ0H50N6Z3/ocyYEj98qgyG/1nZjHuixTGHvwfoywjWLvteW7/agP/WHOEI1Uy3liIcGEKdgDi/CiqijJ0FEq/QegTPkX/4iNwu9D8KnmbEsjZEsfeNkfJ6PwbCm1vsGLrD/li0w0MzmnBdW0jyYy2BLsJQogmQklJxfTks+ibN6D/+28Ym9YBEHPEzoCZWVwRW02bLp+yM/d9duy8gXu2/pCemW24oW0UreKsQY5eCHExpAAMUYrNhnbLj1Cvvg798w/RJ38J1VVoukrulnhytsRRkFVOzhV/pSD5bXbuu4ZHdt1CTmJbxuRF0j/DgVlTgt0MIUQToLa/AuWFNzC+XY7+wb8wtm8BIPqojd5zW3LFCi87OsxiV9tP2VU4gOfyxxMbO4ixraO5MtOBRZPOJCFCjRSAIU6JjEK7417UG8ajf/Ux+uSvoMqDgkL63hjS98ZwNL6KXe2n0anVR+yv7M6Hy27grytHMDgrnuE5EbSOs6AoUgwK0ZwpioLSow9K994Yq5ahf/IfjC0bAXC4LXRekUKHb1uwP3cXu9o9wl5bHFNWXc8/V11H36wcRuRE0DZecokQoUIKwDChRMeg3X4v6vd+gD51IvrEz+BIKQCxpXZ6LEyn89IUDuQcYk+b31OQ/Hvy80fw+51j0Bx9GJIVxZUtnWTFmCWBC9GMKYqC0rMvas++6JvWo3/xEfqKxSiGgcmvkr09juztcZTHVLO3zcfsbfUOuw9047U9Y6m1jmBgVgqDsiPoaLcHuylCiLOQAjDMKBGRaDf9APW6mzEWz0Of+DnGts0AmH1affJ2R3jZl7uc/bnTOWizs3PHMOZsHorq6Euf9Bj6pDvo1EISuBDNmdqhE2qHThiFBeiTvkCfNRXcLgCiy2x0Xp5Kp+UpFKeUsK/Vq+zLfJ7du3rx523D0O0j6JGeRp90O+0TrGiqHFgK0ZQopZVyU9kLZRgGbrcbRVGa9G2UjF070KdNQJ83CzzuU553R3gpyCrnYGYFBckGBUYfCnwDOKr0p31qHl2SLHRqYaVlVPidHSwqKebdjz/k7vG30iIhMdjhNDpVVXE4HHg8HnQ9/KbyOPbdczqdIfXZDJXccTKjuhpj4Rz0mVPqLxhp8DwGJcluDmZWcCDDxe6o1hT4B3BUGUBWUje6p0bQJdlGaoQppPbXycI9b4DkjuZACsCLEGpJ3KipwVi6EH3udIw1K8F/6vQwtSY/xaluDqVXcjjNxf6oJAr1XhT5ulNj6k5OQjYdkmy0S7TSKtaC1RTag7/DPZFLEm+aQi13nI5x8AD63Bno82dBwf7TruNxejmU7uJwWiUHkmGPrRtF/m54TT3ISOxCx6QI2iVYyY61YAqhM4ThnjdAckdzEFZdwEtXr2LB8mVUuly0SEhk7PARZGe0POP6u/fl883sWRSVFBMVEcmVffrQp2v3yxjx5aVYrSiDh6MOHo5RUY6xZD76kgUY674FX2B+L7NPI3VfFKn7ogCosfkoTl5FaYv5lCZ5KNCdbC/tyJKN7Tmqt8cZ0ZHM2DRy461kx5jJirEQY1Wb7RdKhCbJHedPSU1H+8GdqLfeAbu2oy9ZgL54HhzYV7+Ow20hZ1scOdviAHBFHqSkxU5KW7xHcamPXYXZLFWuoMJoT0RkJ9LiWtMqzkF2rIWsaDN2c2gfYArRlIVNAbhuy2Ymz5rJtaNGk5WWwfK1q3nv04955K57iImOPmX9I2VlvPfZJ/Tq3IVbxl3L3oL9TJg+DafdyRVt2wahBZeXEhWNMvoa1NHXYLhdGKtXoq9cgvHtcig7Wr+etdpE+t5o0vcG/g0NDCpjCjgav5Py+E8pj62mOMbK7sJMVpNDuT8Hn5ZFhDOHxKiWpEY6SIk00cJpIslpIt6uyVgg0aRI7rg4iqJAqzZordqg/ehujIL9GKuWoaxZSe26VSje2vp1IyqtRFRaydoZC4Cu6lTELKcsfh5lcdWUxfo5EJXEt45syoxcsGQR6cglMTqHlOh4UiNMtIgI5BOHFIdCXJSwKQAXrVhOj85d6NW5KwDjho9k+57dLFuzmtGDh5yy/vI1q4mJimLc8JEAJCUkUFBYyMIVy5pdElecESgDh6AOHBLojtq7C33tKti4Dn3TOqisPL4uClFlNqLKbLDr+Gv4tRpcketwRa/AHekNPJw+jjgj2GlLYJmtBS6lBVVGIpopCYslHqctAactgSh7PFE2J1E2jUiLRqRVxWlWcZgVHGYVu0mVOQvFJSO5o3EpaRloGZk4fnAH7rKj+Deuw9iwFn3jWoxtm1FqjxeEqq4Qc8ROzJGGF5z51QO4I3cH8kiUF09ELeVOjQP2aNbZ4imxtcBlbYHZmozVkojDlkCUPYFIezwxjliirRYirSoRFpVIi4bDrGDRFOmZEOIEYVEA+vx+Cg4VMqhP3wbL87JyyC84cNpt8gsOkJeV03D97BxWrl+H3+9H07RLFm9TpigKZLdCy26FeuOt2G023Nu3om/egLF9C/rOrRh7dqH4Gt4SSvOrRJfZiC6zneZVDeAQNdYDeG1+amw+vFY/XquPWotOrcWP1wQ1JjNVJgvlmoUa1YpXs+BTLNSqFvyqGUM1g2IGzYyiaCiYUFUVFQ0FBQ0FVVHQDNCMwH0ONV1HNUA1DDQdNENHNYzAMt3A8NXSpayMPe9tokALvI5qgFr3WqqiBh6qhqZqaCYLmmbCZLZitlix2BxoVgeaLRLVFolqjURx2FFsDnA4wOEEpxNFC4uvWtiR3HFpKRYrapce0KUHGmDU1mLs3oGxbTPGzm3o2zdBwQGUk4aia7pKVLmNqPLT5RMX4EJXd56QS/zUWgIPn1mnxqTiMpk4opnxmizUKmZ8mgW/FsgjhmbGUEwoqhlF1QL5RFFRFQ0VNfDdr8sDWl2+0AxQDNAMA722lu5Hy9j3r40cUrW6nGLU5xbFMAI5pC4PqUpgWIyKiqoFcolqMmHSzGhmK4rJgmK2o1psqFYnmi0K1eYAmw3qconijABnBEREopjNl2HviXAXFv8reTwedMMg0hnRYHmk08n2uikLTuZyu4l0Ok9aPwJd13FXeYiKiDxlG5/Ph++ECyeODd4+XFoStoNkrVYrNXYHRrde0K1X4AmfD+1QAdr+fLSCA2gH96MWHkA9fAjVd+b7DltrTFhrTESWn8stpAygpu5xORxslFc506eg1qLic1jQI5wQFY0Rk4ASlwLxyehx8ejxifgTk8DWuFPv1O/DmpqQvdjgbFRVJTEu/oK3l9xxaZz1cxefCP0GBR4AtbVoB/ejFQQeauEBlMJ9mIqLUWvPnE9UXcHuMWP3nEsx5Aeq6h6NqbCRXy/AIBDxmfgtGv4IO3pkJEZMPMS2wIhLCuSShET0hBbocfFwEQcjkjvCX1gUgPVOOrtvYKCcvPA71g8sPv02c5cuYfbihfV/W8wWHr/nPt777FO8td4LCjksJGUEHoZBZHUVUVUeoqvcgd+rq3DWeIj0unHUVGP3+rD6wu8/vO9i9uqYvdVQVg2UArtPu57HqlHmdFBqj6YkIpbSiEiKI6OpsDlAuq9Ocew7eNEkdzQRKiS1DDwMA4e35nguqarCWVNFpNdFhNeNw1uDzVuLzevHfLZqKQxpXj/aERcccUF+IbDxlHX8ClQ4bBxxRFMSEU1pRBTFEVGUREbjk7PUjZc7QlhYFIAOhwNVUah0NTxid7k9RJx0pH5MhNNJpct90vruwKXvZ5jBfkjffgzs1bv+b8Mw8Pt83HHTzc3vKP4C6IAbcPtqUTxuFLcbpcoTeNTUoNRUo9TUQK0XaqowfDUYtVXgr8Xw12L4vGD4MXR/4NUMHd0w0Ov++9UVBR0dQ1HQVQVdUdEVBUOt+xsFXVMxFAW/Gniuxu+joLiYpBZJmMwW/IqBDujo+A3Q8aMbOobuw9D96LoP/LWge1H8tSg+L5q/Bs1Xi8nvxeKrwearxVpbi7VWx+xVsXg1LNUa1hoTlmrtrIWFo8aPo6aSVCqB412QfpsFX8ss9Jy2+HNa4WvVBj0u4TuLwuZwFH8xJHdcGpfrc1db96C2ti6XVKFUH88n1NZCTSCPGLWeQE7x1WD4vYHvtN+HX/fj1/3ohoEfA8PQ0RUCuUVRAr/X/1Txqwo1Ph8Hj5SSmJiEZjEHcouq4FcCDx0DXTHwo6AbOjp64KfhRzcC72sYteCvyyP+ujzir8Hs82LVa7AeyyU+L7ZaP2avitmrYakxYa3WsFafPZ9oBsS6q4l1V5NbXFS/3FAU/MnJ+LNb48tuhS+vDf6MLDA1LAckd4S/sCgATZpGWnIKO/fuoWOb44Owd+7dQ/u81qfdJjMtnS07dzRYtmPvHtKTU844hsdkMmE64UtiGAZun4+k+ISw/YKE8zxQEJjPa/bHHzLwe40zn5fXb1BR46eiRudolZej7iMccZdQ4TlMZdVhqqsKMVfsJ9JVSHxVMfFV5cS4q3C6zDgrLERUWHGcpktLq/aibd8O27fXL9PjYtA6dke5ogtq526QmnHKIPdw34cXO4+e5I5LI9w/d0Ulxcz/+EMG39j48wDW+g1ctTqVdXmkokansKqGsqpSKtwlVFYV4akuxus9hFJ7iITqQhKrDpNQdYRYTxXOyuO5JKLCgsnX8DOpGAamwkJMhYVYl8wHwLBYUNt2QLmiK0rn7iht2qNZLGG9D0N5Ds7GEhYFIMCAXr35dNIE0pJTyExLZ/naNZRVlNO7azcAps2bS3llJbeMuwaA3l27sWT1KibPnkmvzl3JLzjAqnVrGX/N9cFshghxFk0hwWEiwQHEWoAI4NT55Hy6wWG3j4JKH3vLXRSW7aG0Yhce93acNTvJdO0ivaKIuCNa4CrJUhsOt6XBa6hHyjAWzMZYMBsdMBITUbv1Qe3VD6VLd5RGHk8YriR3iKbErCnEahqxthMLNwcQC7RqsK5PNyj2+Cis9FHo8rGuvJKist2Uu3fh9+4imt2k1ewio7yQuKMqMaV2Yo7YiDpiQ9OPnwFTvF6M9Wsw1q+BD/6FYbejd+5OTf/BGJ27Q3zCZWm7uLzCpgDs3K49nioPsxcvotLtIjkhkdtvGk9s3TxeFS4XZRXl9evHxcRwx023MHn2TJau/paoiAjGjRgp0ziIy8KkKqRGmkmNNNMz1Q4kAoGLbMqq/ew+6mXnkWpWFO+gpGwdWu16WnrX0+rIPpIOm4gvchJf5MB8wtG9UlyMMX0S/umTMMxm1G690PoPRh86EuQq5DOS3CFClUlVSIkwkxJxrNcgEkgFBlDj08kvr2V3mZddpVXMLd1OZeUGopVNtGA9OWV7SCo2kVDkJOGQE6fr+AGmUlWFvmwRnmWLAgvy2qL2G4Q6cAhKStrlbqa4RORWcBchHG7ndDbh3o0DoXNLp7JqP5uLa9hQVMnuojV43ctIVlbSrmwjqQfNtCiIIPGQE81/mnEtJhNqjz4og0ei9O6HYjmXq7BDQ6jezklyR2gLlbxxMp9usOeol00lNWwsqmBf8Voc/pUka6vIqVpHaqFGiwORJBdEYKs6/dXVSut2KINHoA4ejhIde3kb0IhCNXc0JjktIEQIiLFp9Mtw0C/DAYzG5R3B2kPVfHuwkpkJy7C3X0AWC2lz6CCp+VGk5Ucfnx7D50NftgiWLcKIiEAbNAJ19DUoOa3O+p5CiPBiUhXy4q3kxVu5rk0UhpHG/oqRrD5UzbcFFUy1rCAxaxFp2iJaHd1O6t5ALoktPT6cxNi+BWP7Fvz//Ctqr36BXNK1J4pcWRxypAAUIgRFWDQGtHQyoKUTw7iWvWVXs+SAh8mOHfhazCCr7wzalWyn5Z5oWu6KqS8GFZcL/Zuv0L/5CqVtB9SxN6AMGCITywrRDCmKQstoCy2jLVzXJgqvP5V1RaNZeqCKz42dRHScTWbXmeS6N5KxJ4qWO2Pri0HF78dYuhD/0oXQIhn16utQR41DiYwKcqvEuZIu4Isg3TihL1S7cs6msLKWefluFu3ejal6MrnaZNoWHSB7eyzpe2Iw+U7qJo6LRx17A+qY61FOM4lxUxaq3TiSO0JbOOaNUygKuypg+rZSlu7dTaw+lVzzZLIrdpO1LY6sHbGnTsJtsaIOvwr1hu+jpKQGJ+5zFKq5ozFJAXgRJImHvnBP5LvLapm9t5olO5aSype0YTKtd5rJ3Rx/yv1XsTtQr742kLxjQmNsT6gmcckdoS3c8wY03Ie1Pj/fFlYxfZeLzQfXka19Ra42iZz9Brlb4knZH3XyxigDh6Ld8iOUzOzgNOA7hGruaEzSBSxEGGsVZ6VTeix3dB7JvD39+Gbb4yzNmUDbNh/R9vBO8jYmkLY3GtVQoMqD/sVH6JO+RB1zPepNt4b0IG8hROPQVIVeaQ56pTkorx7KjN29mLLjUVYkf0O7lh+R5dpC3sYEsrfGBWYm0HWM+bOoXTAbdcAQtB/ciZKRGexmiJNIAShEM2DRVIbnRDA8J4Jtpf/HV1t+wAfeBbQb8m/aeZbRZn0i2dviAlcRe2vQv/oYfdoE1Bu+j3rdLSgOR7CbIIRoAqJtGje1j+bGdlGsPHgXX269mRXVy+jQ631adZtP3pY48jYkYqs2oRgGxsI5+BbPQxl+VaAQTEgKdhNEHbkXihDNTJt4K08MSOKlcdcRk/kfPjd/zGd9OjHx+9vY3rEYn1bXZVdVhf7Bv/D99Pvo0ydj+JvZDVeFEGekKgq90xy8MCyZ50Zfjdri73yuf8HEjn2Y+P1trO1zkGp7bWBlXceY8Q2+u2/F/79/YlRXBTd4AUgBKESzleQ0cV+PON64bggp2W/ztfI5X/TqzOTxW9nZvgRdrRubdvQI/tdfwPfw3ehbTr3pvBCiecuNtfDkgEReHTuAiLRX+dI7kW/a9WXi+G2s71WI11J38OitQf/o3/h++gP0hXPCcvxrKJECUIhmLtamcXe3OP567UDiW77Fl+pHTOiTzdSbt7I/u+z4irt24H/sPnyv/hHjhDtjCCEEQFqkmcf6JvD6uN5Yk1/hS++XTO/YkW++v4VtVxQfP6gsLcb/p9/g/9XDGAX7gxt0MyYFoBACgFi7xv094/nL2CH4kv7NF6Y3mTzMwpxxOzkaf7zLxpg5Bd+9P0SfN1OO4IUQp0iLNPPkgEReGN2Psuh3mOD/J7N6xzL1pq0cbFlRv56x7lt89/8Y/6f/xfD5ghhx8yQFoBCigZQIM08PTOKXw65ji/krJsU+xOTrD7G6f8HxrpzyMvwvPov/2ScxjpQGN2AhRJPUKs7KC8Na8ODA0axRP2G69VfMGFXGwlF7cEXWBFaqrUV//+/4HrkHY+/u4AbczEgBKIQ4rY5JNt68OoORXf6P6d6JTGvd55RuYWPFYnz/9yP0hXODF6gQoslSFIU+6Q7eHZvOwA53MLVqEnNTRzLtpu1s7XQYXanrRdi1Hd9Dd+H/7AO54OwykQJQCHFGmqpwTZso3hrXCa3Fq0zkLaYPr2XRiL3Hr/CrrMD/p2fwvfIHDI8nuAELIZoki6Zya8cY/jquHbWxf2CS9z0W9LIw6/odlMfWDTHx1aL/+53A2MCSw8ENuBmQAlAI8Z3iHSaeHpjEvQOuYaHva2alX83Um7axL6esfh1j1lR8D/0EY9f24AUqhGjSUiLM/HFoC+7oPYI5tV+wIGo8067fxZbOhzEInA00NqzBd//t6MsXBzna8CYFoBDinPXLcPDOuDwikn/PZP0tZg2tYvmQfdSa67psDh7A9+i9+KdOkAtEhBCnpSgKI3Ii+NvYHMwJTzHF+y8W99KYO24XHqc3sJKrEv+zT+D/51/lApFLRApAIcR5ibJqPDkgkdv7jGOm90vmZXdn+o3bOZJY1/1bW4v+5kv4X/kDRk1NcIMVQjRZCQ4Tzw1O4tbuw5le9TlLE4Yx7abtHMgqq19H//Jj/E8/jFF2NHiBhikpAIUQF2RodgRvjmnHYcebzLI8zoxr9rG9Y3H988bsafgfvx/jcFEQoxRCNGWKojC2dSRvXJ1Hof0F5ujPMW/EYVb3K8CvBu5KZGxYi++hu9B3bA1ytOFFCkAhxAVLjjDzl1EpdG51F5Or/8OCvgpLhuXjMwW6hI2d2/A9/FP0rZuCHKkQoinLiDbzxugU2md9n288H7GyfRRzx+2iylF3sVnJYfyP34++cE5wAw0jUgAKIS6KSVX4afc4HhxwJbNrPmFp5hXMum4nrqi67t+yI/ifeBB9/qzgBiqEaNIsmspDveP5v769mFX9EaviBzLjhu0UJ7sDK3i9gTuIfPRvGWPcCKQAFEI0igEtnfxldFu2m99mYcQPmHn9DopSXYEna2vx//l3gTm+JHELIc5iaHYEfxmdyw7tLyzW/o+5Y3azp/WR+uf1//0T/2t/kotDLpIUgEKIRtMy2sIbo9MxxT/BLP155l61n91tj98pRP/3O+hvvyITvQohzion1sKbV6Viin2AWd7XWDyohHW9D9Y/b8ycgv/ZJzCqZO7RCyUFoBCiUTktKs8NTqJrq/FMrXmXhQPcrO9ZWP+8/s1X+P/8O4za2iBGKYRo6qKsGn8c1oLO2WOY6nmfbzspLBm+9/jFId8uD0waXVnxHa8kTkcKQCFEo9NUhft6xHFz12FM8fyP5Z1tLBuyD12tm+h10Vz8z/4So7oqyJEKIZoyk6rwUK94vte5L1PcH7AuK4n5Y3bjtQS6f41tm/H98gGM0pIgRxp6pAAUQlwy17WN4rEruzOr+j98m5vColF78Jnqjt5Xr8T/zC/k9nFCiLNSFIWbO0TzyICOzK56jw1J7ZhzzS6qjt2OMn9PoAiUKafOixSAQohLql+Gg98Na89C73t8m9qe+VfvxmupmyZm0zr8v34Ew1UZ5CiFEE3doEwnvx2ax+Lad1gf1Z/Z1+7EFVk320BhAb4nHsQ4dPDsLyLqSQEohLjkrkiy8eeRuazW32J1Qk/mjd1FjbWuC2frJvy/fhTD7QpylEKIpq5rsp0/D89knf4y6+yjmHPNLiqj64rAosJAEVhUePYXEYAUgEKIyyQ31sKLI7LYqLzK6phBzBu3i2pbXRG4fYt0BwshzklevJUXR6azRfkDayzXM2fcTipiqgNPFh/G9+RDGMXSHfxdpAAUQlw2GdFmXh6ZwQ71z6yOGsq8cbuoOVYEbt2I/7ePY1RXBzlKIURTlxlt4S8jU9mjPcNa8/eYM27X8SKwqDBQBB6RC0PORgpAIcRllRJh5sUR6exQX2B1xDDmjTmhO3jTOvx/eFqmiBFCfKe0SDMvjUhhj/Y0a003MXfsCd3BhQX4nn5Upog5CykAhRCXXYsIEy+OSGWn9gfWRg+sm9ah7sKQb5fjf/n3Mlm0EOI7pUSYeWl4CnvUX7HOfB1zx+7CHeENPJm/G/9vfiGTRZ+BFIBCiKBIjjDz5+HpbOLPrI/pFZgiRqubImbhHPS/vSa3jRNCfKeUujOB25XfsNEyinljj08RY2zbjP+Pz8ht405DCkAhRNCkRJr50/AM1uh/YX1Se5aM3Fs/WbT+zVfon30Q5AiFEKEgNdLMC8NS2GD8ns2OAQ0ni/52Of7XX5ADypOYgh1AY/BUVzFp5gw279wBQPtWeVwzYhR2m+206/v9fmYsmM/W3Ts5UlaGzWqlVWY2Vw0eQlRk5OUMXYhmLzPawvNDW/LErNexpN2JZdB++sxtCYD+/t9QEhJQh46+JO8tuUOI8JEVY+EPQ9P45aw/Y4m+F8uoLQz6JgdNVzFmT0NPbIF2213BDrPJCIszgB9P/JqDh4u48+bx3HnzeA4eLuKTSRPOuH5tbS0FRYcY1m8AP7v9J9x2/fcoOVrK+198ehmjFkIckxdv5elBOcyrfosNuZGs63V8Hi//ay+gb1x7Sd5XcocQ4aV1vJVnBmWwoPp1trbIYNmwfRjU9Sp8/D76rKlBjrDpCPkC8HBJCdt37+bGq8aQmZZOZlo6N44ew9ZdOykuLT3tNjabjbvG30qndu1JjI+nZVoa14wYRcGhQ5SVl1/mFgghIDDB68/7tWW25y3WdqplZ/u6KRx8Pvy//xVGwf5GfT/JHUKEp67Jdh7tn80cz5tszbKztu/xu4P43/gz+oY1QYyu6Qj5LuD8ggPYrFZapqbVL2uZlobNaiW/4ACJ8fHn9DrVNTUoBBL8mfh8PnwnXJl4bDyBoigoinJhDWjCjrVJURRUNeSPFU4r3NsYau0bkh1JSVUXPl/zOuZ+d+OstJCyPwoqK/D/7peYX/k7SmRUg20udFyP5I5LJ9Q+d+cr3NsHod/GIdmRHKlqx4er38LS8cdElJeQtzkhcED5/NOor/8TkpKDHWZQhXwB6HK7iXA4T1ke4XBSeY63lqr1+Zg2bw6dO3TEZrWecb25S5cwe/HC+r8tZguP33Mfdrs9LJP4MXa7PdghXDLWuv1ttVpxOBxBjubSCaV9+KPudoqrhrBg2/NYh/+CYRNaEXPEjlGwH/2l54j40+somgYECim3231B7yO549ILpc/d+WgueQNCex/+sLud4upezN3yMuZ+9+GstJB67IDyz79Fe+mdYIcYVE22AJy5cEGDhHk6D/z4jsAvp8mfBgbK6Z44id/v56MJX2EYBteNPPtA8yF9+zGwV+/j72EY+H0+qqqqvvN9QpGiKNjtdqqqqsL26qmampr6n54wvA1ZqO7De7pGc6DsWlYU78Uy+h1GfNkaW7UJ34olVL75Mqa7HzjjtpI7gi9UP3fnKtzzBoTPPry7SzQHyoayrOgpLMOeZ/jXeUSV2dD37kELdnBB1mQLwH7de9C5ffuzrhMbHUPh4cO4TnMGwO3xEOE89ej+RH6/nw++/pIjZWXcfesPznoED2AymTCZjv+TGYaB2+fDMIyQ/oKcybHT/oZhoOt6kKO5NI7tt3BtY6juQwV4sn8CP592HxvUPThHzGXwN7mouoL/y48gNw918IjTnj2T3BF8ofq5O1fhnjcgfPahAjzRP4GfT7+VdVW7sY7+jBFf5mFWwu97d76abAHodDhwnsOp9cy0dKprath/sICMurE8+w4WUF1TQ2Za+hm3O5bAS48e5e5bf4DTHt6n8YUINU6LyrNDWvCzab8lusUeovoV0GNR4Dvtf/3PKFk5KNmtTt1OcocQ4gQOs8qzg5N4cOoviHHuxDliE5o5gqHBDizIQm9k50mSEhJonZPDF1OnsK+ggH0FBXw5dQptc1s1GMT98t/fYeO2rQD4dZ3/ffUFBYcKuWXctRi6QaXLRaXL1WCgthAiuFIizTw9MIP5Va+wsa3B7jZ1V+fWVON7/mmMcxyrdzqSO4RoPpIjzDwzKJVFVS+yMzWKgtRgRxR8TfYM4PkYP+46Js6awT8/+RCAdnmtuXbEqAbrFB8ppbpu3EZ5RQVb6iZ+ff29fzRY7+7v/5DczMzLELUQ4lx0TrZzW9d2fLH2ZRz97yam1E5ciQMOHsD/1l/QHvv1Bb+25A4hmo8rkmzc2SOHD759HavJxm3BDijIlNJKXTrCL9CxKxAVRQnbcTwOhwOPxxPSY0DOpqikmHc//pC7x99Ki4TEYIfT6MJlHxqGwQuLSyg8+A6Dal9l5BetsdaYwO7A/Pl0nE5nSF1NK7kjtIV73oDw3YeGYfDi0hJqfPDrKxNDLnc0ppDvAhZChD9FUfh5n3g89jvYbBvMisGNOym0EKJ5UBSFn/dO4NdXhmfhfj6kABRChASbSeWZK1uwuvZZtmTEsrXT4WCHJIQIQRYtPCdgP19SAAohQkZGtJmf9cliftWLrOlV0uCewUIIIc6dFIBCiJAyOMtJ/9yerPD+gl0dT3/PXiGEEGcnBeBFOHEy0HB0bJLacG0fBMaDWMyWsO0OCNd9eG/3WJSo21hS8zoQet9ByR2hLdzzBoT/Pgz37+C5kKuAL4LX68Xr9QY7DCGaPYvFgsViCXYY50xyhxBNQ6jljsYUFvMABovP7+fVf/2DR+6+B7vNFuxwGl11TQ1//OsbPHn/g995q6tQFe5tDPf2VVVX85d3/8Yjd99DKKVwyR2hLdzbB+HfxlDNHY1JCsCLoKoqLo8bVVXDsitAURS8tV4UJXyvmAr3NoZ7+078DoYSyR2hLdzbB+HfxlDNHY2p+bZcCCGEEKKZkgJQCCGEEKKZkQLwIpg0jWH9B2LStGCHckmEe/sg/Nso7WuaQjXucyXtC33h3sZwb9+5kKuAhRBCCCGaGTkDKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzMhE0OdpzpJFbN21k8KiIjRN47cPP/ad2xiGwaxFC1mxbg1V1dVkpKRy3cjRtEhMvAwRnx9PdRWTZs5g884dALRvlcc1I0ad9W4Fn06exOqN6xssy0hN5f4f3XFJYz1XS1evYsHyZVS6XLRISGTs8BFkZ7Q84/q79+XzzexZFJUUExURyZV9+tCna/fLGPH5OZ/27crP592P/nfK8kfuvoek+IRLHep5271vHwuWL6Wg6BCVLhe33fA9OrRu8x3bNL39F+55A8Ivd0jeOE7yRniSAvA8+f1+rmjTjpap6axav/actpm/fCmLVi7npjHjSIiLY86Sxfzjkw957O57sTaxW+x8PPFryisrufPm8QB8OW0Kn0yawO033XLW7Vrn5HDT1ePq/9aayKX167ZsZvKsmVw7ajRZaRksX7ua9z79mEfuuoeY6OhT1j9SVsZ7n31Cr85duGXctewt2M+E6dNw2p1c0bZtEFpwdufbvmMe/em92CzHP3tOh+NyhHveamu9pLRoQY9OnfnfV1985/pNdf+Fe96A8ModkjdOT/JGeJEu4PM0YuAgBvbqTfI5HoUbhsHilSsY0q8/Hdu0JTkxiZvHjKO2tpa1mzdd4mjPz+GSErbv3s2NV40hMy2dzLR0bhw9hq27dlJcWnrWbU2aiciIiPqHw26/TFGf3aIVy+nRuQu9OnclKSGBccNHEh0VxbI1q0+7/vI1q4mJimLc8JEkJSTQq3NXenTqzMIVyy5z5OfmfNt3TITD2WB/NdXbIbXJbcWoKwfTsc25JeGmuv/COW9A+OUOyRunJ3kjvMgZwEvsSHkZlW43eVk59ctMJhPZGS3JLzhA767dghhdQ/kFB7BZrbRMTatf1jItDZvVSn7BARLj48+47e59+Tz3+ivYrTayW7Zk1JWDiXA6L0fYZ+Tz+yk4VMigPn0bLM/LyiG/4MBpt8kvONBgXwHkZeewcv06/H5/kzg7ccyFtO+Y19/7Bz6fj6SERIb2609uZtYljPTyCaX9dzahlDcgvHKH5I0zk7wRXqQAvMRcLjcAkScltEink6MVFcEI6YxcbjcRjlMTb4TDSaXbdcbt2uTm0qltW2KiozlSVsbMhfN596MPePD2OzGZgvcR83g86IZBpDOiwfJIp5PtZ2iPy+0+zb6KQNd13FUeoiIiL1m85+tC2hcVEcENo68mLTkZn9/Pmo0b+MdHH3D3rbeR0/LM45tCRSjtv7MJpbwB4ZU7JG+cSvJG09l/jUkKQGDmwgXMXrzwrOs88OM7SE9JvfA3URr+aZy66JI51/YBpw3KwEA5S7Sd27Wv/z05MYn0lBReeOtNtu7aec6n4C+pU/7tz96e060fWHy59th5Oo/2JcbHNzgbk5mWTllFBQtXLAuLRA5ctv0X7nkDmnnukLxRT/JGeJICEOjXvQed27c/6zqx0TEX9NoREYGjikqXu8FRhMvtvmzdHOfavsLDh3G53ac85/Z4zivWqIhIYqKjKTl65LxjbUwOhwNVUah0NTyqdbnP3J4Ip5NKl/uk9d2oqtokxiad6ELadzot09JYs2ljY4cXFJdz/4V73oDmmTskb5wbyRuhTwpAAlcyXaqrmeKiY4h0Otm5dw9pyclAYAzGnv37uGrw0Evynic71/ZlpqVTXVPD/oMFZNSN5dl3sIDqmhoy09LP+f3cVR7KKypO6WK43EyaRlpyCjv37mlwNmHn3j20z2t92m0y09LZUjeNxTE79u4hPTmlyY0DuZD2nc7BoqKg76vGcjn3X7jnDWieuUPyxrmRvBH6muYlPE1YWXk5B4sOUVZRgW4YHCw6xMGiQ9R4vfXrvPz3d9i4bSsAiqLQv2cv5i5dzMZtWzlUfJjPvpmE2WymS/sOwWrGaSUlJNA6J4cvpk5hX0EB+woK+HLqFNrmtmpw+v/E9tV4vXwzZxb5BQc4UlbGrvx83v/8UxwOBx2/Y96ly2FAr96sXLeWlevWcrikhEmzZlJWUV4/iH7avLl8Mmli/fq9u3bjaEU5k2fP5HBJCSvXrWXVurUM7NUnWE04q/Nt36KVK9i0fRslR45QVFzMtHlz2bhtK/269whWE86qxuut/45BYLqGg0WHKCsvB0Jn/4Vz3oDwyx2SNyRvNOX911jkDOB5mrFwQYOJS19/758A3P39H5KbmQlA8ZFSqmtq6tcZ1LsvtbU+JsyYFpjQNTWNn9zy/SY5l9f4cdcxcdYM/vnJhwC0y2vNtSNGNVjnxPapisKh4mJWb9xAdXU1kRER5LTM4tZrb2gS7evcrj2eKg+zFy+i0u0iOSGR228aT2zdXFcVLhdlFeX168fFxHDHTbcwefZMlq7+lqiICMaNGNlk54I63/b5/X6mzJlNuasSs8lEi4REbr/pFtrmtgpWE87qQGFhgwlov5kzC4BuHTtx89hxIbP/wj1vQHjlDskbkjea8v5rLEpppW4EO4hQpet6/e+KEr4DRYVoqgzjePpqqnOSnY7kDiGCK1RzR2OSM4AXyePxBDsEIZo9RxO9I8HZSO4QIvhCMXc0luZZ9opzoigKTqczrM9QHC4t4c9/e5vDpSXBDuWSaA77UDQ94f65C/e8AeG/D4UUgBfl2BcjXL8giqLUP8KVYRh4a70NugPCSbjvw1D9DoZq3Ocq3D934Z43IPz3Ybh/B8+FFIBCCCGEEM2MFIBCCCGEEM2MFIBCCBEkNf7w7UIUQjRtUgAKIUSQvLmiNKzHkQkhmq6wmgZm6epVLFi+jEqXixYJiYwdPoLsjNPfqHrjtq0sW7OawqIifH4fLRISGT5gIK1zci9z1EKIYAtW7li/71u+iunDDW2jLrYJQghxXsLmDOC6LZuZPGsmQ/r152d33EVWRgbvffpx/a1fTrZn/z7ysrK5/eZbePD2n5CTmcn7n39KwaFDlzlyIUQwBTN3DHQ8wb9X72R1YdXFNkMIIc5L2BSAi1Ysp0fnLvTq3JWkhATGDR9JdFQUy9asPu3644aPZFCfvmSkpJIQF8foQUOIj4s75YbQ52LNIUneQoSqYOaO3ANuBtp+we8XHuRARe3FNkUIIc5ZWBSAPr+fgkOF5GVlN1iel5VDfsGBc3oN3TCo8Xpx2G3n/f4vLCpkb5n3u1cUQjQpwc4dveZn0LpyPR3U53lm3iFcXv95v4YQQlyIsBgD6PF40A2DSGdEg+WRTifb3a5zeo2FK5ZR662lU9v2Z1zH5/Ph8x9P0McGb7fXXubX837Jm1elE2vXLqAFTdOJE2WG670Sw72N4d4+4KIuogh27jDXagyclk3N9V9RXp3Nswvu5o/DUjBroT05bbh/7sK9fdA82tjcL8AKiwKw3kk508BAOXnhaazdvIlZixbyoxtvIsLpPON6c5cuYfbihfV/W8wWHr/nPtopEyipacFv5v+UN8dlYzOH15fFbrcHO4RLxmq11v8M53tChus+NAwDt9t98S8UpNwBEFlhpf+MLGqvfplZJRm8vvI6nh6SFhZ3KAjXz11zyRsQvvuw0XJHCAuLAtDhcKAqCpWuhkfsLrfnrEkZAgPAv5gymR9cd8Mp3UAnG9K3HwN79a7/2zAM/D4fveZlUH3lS8w5ksavpo/lt4NboKmhn7wVRcFut1NVVRW2R0o1NTX1Pz0eT5CjaXzNYR9ejGDnDmJjocpDUmEEPRem4R30ODN2xvO2bSC3d4m78IYFWbh/7sI9b0D470MRJgWgSdNIS05h5949dGzTtn75zr17aJ/X+ozbrd28ic+nTOb711xH21Z53/0+JhMm0/F/MsMwcPt8pOyPpPviVHwDfsmMwlheWz6Qh3rFh/wR/LHT/oZhoOt6kKO5NI4ltnBtY7jvw4v9jgU7d5ifeJbaX/wf1NSQvT0Od6QXX7cH+HrD/4i1dWZc69CcHibcP3fhnjcg/PdhqP//3BjCpq9yQK/erFy3lpXr1nK4pIRJs2ZSVlFO767dAJg2by6fTJpYv/7azZv4dPJExgwdRsvUNCpdLipdLqqrqy/o/VttSeCKtdEMczzIol3r+Pe6ssZolhDiEgtm7lBatUF79On6vzt+m0yHbQrDnffy7srtLNzXvLuohBCXTlicAQTo3K49nioPsxcvotLtIjkhkdtvGk9sdDQAFS4XZRXH5/VavmY1uq4zYcZ0JsyYXr+8W8dO3Dx23AXF0GllCtWO/fha38uETe8TZe3Aje2iL65hQohLKti5Q+0/GOOuB9D/8SYA3RemU23fiy/jPl5a9E/sg/PokRqe47CEEMGjlFbq0rl/gY4NItW//gT/u4HkrSsGi0fuZWtGDFM973Nfr9ZcnRcZ5EgvjKqqOByOwJWSYdgFAFBUUsy7H3/I3eNvpUVCYrDDaXThvg8VRcEwDJxOZ0h16RzLHcfiB/D/4030rz4BwKfpLLh6NxuTWrOg5h1+PyybK5LOf5qZYAn3z1245w0I/30YqrmjMYVNF3AwqdfdgnrtTYHfDYV+szJpVXiEEY57eHvFLmbuPrfpJIQQzZd65/+hDBoOgMmvMnBaNm2PbqW/9ec8M3cfW0pqghyhECKcSAHYCBRFQb3rAZQhIwHQ/CoDp2fRuvgAwx338PrS3czZI0WgEOLMFFVFe/gplB59gMAcgYO+yaFd+Rp6mR7hydn72SpFoBCikUgB2EgUVUX7+ZMofQcCYPJpDJyaQ15JPsMc9/CXJbvlTKAQ4qwUsxntyedQOnYGwFpjYvDkHDq4ltPb9DBPzd4nRaAQolFIAdiIFJMJ7Ze/RenWEwCLV2PQlBxal+5mhONuXl+6k6k7K4McpRCiKVNsNrTfvIDSJnBnEVu1mcGTcungWkZP08M8OXsfGw5f2GwFQghxjBSAjUwxW9B+9QeUzoEpJCxejUHf5NK6JJ8Rjrt4a/l2vtxS/h2vIoRozhSHE+3Zl1BatQHAXmVmyMRcOlasoI/5QZ6evYdVB6uCHKUQIpRJAXgJKDYb2jMvoHQ6oQicnEObogJGO+7gP6s38/66ozK7uhDijJSISLTf/6W+CLRVmxkyKZeOR9dwpfVenp23g/n5Mk+gEOLCSAF4idR343TuDoDZp3HllBzaHijlKuePmLhpLa8uL8Uvs/AIIc5AiYxCe/6V+u5ga40pUAQe3s5w+0/4y6LNTNxWEeQohRChSArAS0ix2dB++wJKr/5AYGqHAdOz6bDTy1WOH7FyzyJ+O/8wVb7wm2NJCNE46s8EdghcGGKuDYwt7ri/kNHO23j/29X8Y80RdOlREEKcBykALzHFYkX71e9RrhwGBOYJ7D23JV3WWxhlv4uDRRN5dMYhSjy+IEcqhGiq6scE9uwLBKaa6j8jiy5barjK8SPmbJ3PHxcVUyMHk0KIcyQF4GWgmExov3gGdewN9cs6L0+l16JEhlgfw+p6hwenHWRHqUzvIIQ4PcVmQ3v6DyiDRwCBg8kei9LptdLOKPtd5Bd8zmMzD1EqB5NCiHMgBeBloqgq6r0/R73trvplrbYkcOX0LPoor9NGf4pHZ+yTCaOFEGekmExojz6N+r0f1C9rtzaJgbNSGWJ+CrvrZR6YVsA2OZgUQnwHKQAvI0VR0Mb/GO3RX4HJBEDK/iiGf51Hl6ppDLHezmtLNvG3b4/gk4tDhBCnoagq2h33ot73MKiBFJ6xJ4ahE3PpXftvOhkP8IvpO2TOUSHEWUkBGATq0NFov/8LREQCEFVmY8SXeVxxcC9jneNZuH0Oj8+ScYFCiDPTxt6A9psXwO4AIK7Ewcgv8uhWvIpR9u/zrxXLeHlpiYwLFEKclhSAQaJe0RXTq+9CyywALF4TV07NpvsaEyPtd2OU/ZX7vjnAyoOe4AYqhGiy1B59ML38DiSnAnV3DZmcS6+NHq52/IDt+z7iwWmF7Cv3BjlSIURTIwVgECkpaZhefgelz4DA3yhcsSqZwVNb0s94i+7afTw7dwvvfHsEr1+6hIUQp1IyszG9+m79LShVQ6HLslSGzEhmqPoMadW/4KEpO5myo1ImnxdC1JMCMMgUhxPtV8+j/vin9eN5Ug5EMerz1nQrWsc1zhtYtmMyD0w9yO6jchQvhDiVEhmF9tsXUW++rX5ZWn40oz5vTZ+SuYyw3cx/V83ldwuKOVrtD2KkQoimQgrAJkBRVbSbb0N77mWIiQPA7jEzeHIOfZbbGGl9kBbVv+ahqTv4YEOZXCAihDiFomloP/4p2u9ehKhoAJwuC4Mn59LvWy9jrLfjPvwiP520V24hJ4SQArApUbv0wPTmeyhdA105Cgpt1ycx4ss8+pR/wxjHjUzfOI0HphbKnIFCiNNSe/TB9Po/Ua7oEvjbUOiwpgUjv87hStf7DDTdwluL5/O7+YflQjMhmjEpAJsYJTYO7dmXUO+6H0xmAGKO2Bn+VR59V+qMtt5DctXjPDJtC39dWYrbK1f4CSEaUhJboD3/amBoiaYBEFtqZ8SXeQxcXc442w+pOvwcP520gwnbKuSe5EI0Q1IANkGKqqJdPx7Ta+9CdisgcBTffm0LRn/ehn7Fc7jWeQ2bdv+bOyftZ+Zul9wHVAjRgKJpaDffhukvf4PMHAA0XaXj6mSu+iKXIaWfM9J6HRPWfM79Uw6yqbg6yBELIS4nKQCbMCUrF9Mrf0f94U/qJ46OLLcyZHIug+dGMUx/nj7q93lv+Sweml7IxsOSwIUQDSmt2mB67V3UW35UfzYwqszG0EmtGDbXzNXGY+R47+Q3Mxfz/MJiDrlqgxyxEOJykAKwiVPMZrTv347ptX+itOtYvzxzZyxXfdyWK9cfZpz1xyS5f84zM1fy2/mHyZc5v4QQJ1DMFrQf3Y3ptX+gtG5XvzxrZyxXf9KWYet3cb31JqqLnuD/Jq3jnW+PUC5XCwsR1qQADBFKVg7an/+K9uAvIDIKALNPo9OKFK7+uC1Ddi/nese1+Ip/xUPfrONPi4s5UCFH8kKI45TsVmgvvY36wGPH80itRqeVKYz5NI9Re2ZxjW0Mu3f/np9M2MT7645SWSOFoBDhSArAEKKoKuroazC9+xHq2Bvq5w10uC30nteSqz7PZfiBaVznuJqKg8/wwOQ1/GFRMXvK5IygECJA0TS0q67F9LcPUK++rj6POF2BPDL2i5ZcfeAzrrZexYbtf+SOrzfx3tqjMn+gEGFGCsAQpERGod33MKY3/43Sq1/98ugyG/1nZjHmi0xG7f+GG+xXUX3ocR6dspSn5hSxurBK7gQghABAiY5Bu//RQB7p0ad+efRRG/1nZXHN5ylcs+9jxlpGsm3HM/z061W8vqJUehaECBOmYAcgLpySmY3pNy+gr1+D/t93MTZvAALTxvSbnckVUTVs7zSPtq2/Iv/oQF6Z90Nszv5c0zaK4dkR2M1S/wvR3CmZ2Zh+9yL6hjXo//47xtaNAEQftdN3TiZXrKyhXadv2JX3ETv3D+cXu24lJ6kX17SNokeKHU1VgtwCIcSFkAIwDKiduqL8+a8Y365A/+g9jK2bAIissNJ9UTodVyazp8122na4nwJ/GjPX3sT7q6+hX1Yqo3MjaJdgRVEkiQvRnKlXdEV56S2MNSvRP3ivvhCMqLTSbXFaXR5Zy672s9lTkcv7i77HW5axjMhNZmRuBElO+e9EiFAi39gwoSgKSo/eKN17Yaxfjf7JfzHWfQuAtcZE2/VJtFmfyKF0F7vb/o39ma+SXzCYP++9FsU+gGHZsQzOcpIeZQ5yS4QQwaIoCkq3Xihde2KsX4P+xYcY3y4HwOLVaLMhkTYbEilKdbGn7evsyXqJndtHMGPTWJITBjI0J5KBGU4ibdK7IERTJwVgmFEUBaVzd9TO3TF27cA/4VOM+bPBV4uCQsqBSFIORFJj9bE/ZxP5eYs5YDWzbfsIpm8aSURkXwZkRtEvw0FOrDXYzRFCBEEgj3RD7dwNY+8u/BM+w5g7A2oD4/9aHIygxcEIupv97M9Zzb5Ws9ljdbBg9Ug+XDmKlkm9Gd46nu5JJiIt0rsgRFOklFbKPYAulGEYuN1uFEVp0hdXGGVH0WdMRp82CYoKT3ne46jlQE4ZBVkV7G9hYr8+kAO+QfhtA+mVmUa3FmauSLTiCMMxg0Ulxbz78YfcPf5WWiQkBjucRqeqKg6HA4/Hg66H320Dj333nE5nSA1jCJXccSKjvAx99jT0qRPg4IFTnq+21VKQVcGB7HLyk63sZTAHfVcSHTOQnunxdE+x0yrOghpC++lMwj1vgOSO5kDOADYDSkws2s23oX7vB4Hu4ZlTMJYuhJrAnUMcHjOtNybSemMiNVYfRenrKMxYRGGah3172vPZjj78Ve9JfExPrkiOolOSjXYJVpyW8CsIhRCnp0THoN0wHvX6WzA2rUefPRVj4Vyo8gBgqzaTuzWe3K3x+Ex+itJWcShjLgVpVex2d2DF5r641D5kJHalS3IkVyTZyIwxh0VBKEQokgKwGVFUFaVLD9QuPTCqPBhLF6IvnIuxejn4fEBgvGDLXbG03BULQEWMh8OpEylO/ohD/lr2u1vz2Y5ulPg7YXd2ITcxg9bxVlrFWciKNmM1SVEoRDhTFAWlY2fUjp0x7n0YY9VS9Pmz0FctQ6mpAcDk00jLjyYtP5rugDvCRXHKVxSn/I9DlT62lrRlod6VSjoRF9uN1gmp9Xkk0aE12zMyQlxOYVUALl29igXLl1HpctEiIZGxw0eQndHyjOvv3pfPN7NnUVRSTFREJFf26UOfrt0vY8TBo9gdKENHoQ4dheF2Yaxahr5sYWDAt9tdv15UmY2oMhutNicAUOWooTRpNkcTJnE0oYrCcgcbDrRigdGWcr0VVnsbEqLzyIyJIiPaTHqkmdRIs5wtFE2a5I4Lo1itKP0Ho/YfjFFdjbFmBfryJRgrl0DZ0fr1nC4Lzh1xZO2IA8Br8XA0YSZHEidSllBFYayDBRGt+JrWVKutiYpoS3Jsa1pGR9TnkXiHJmcLhWhEYVMArtuymcmzZnLtqNFkpWWwfO1q3vv0Yx656x5ioqNPWf9IWRnvffYJvTp34ZZx17K3YD8Tpk/DaXdyRdu2QWhB8CjOCJRBw1EHDcfw+zC2bcb4dgXGum8xtm2GE8Z/2D1m0vdGk773+L+p11JGRex8KmKmUxlTgyvKy+HIKDY4kplrSsdlpOPX0rDb0ohypBIXkUa800m8XSPerhFj14i1aURYVEnw4rKT3NE4FJsNpe+VqH2vRAGsB/fjWbIQffUK9C0bULzH70hk8Wq0OBhJi4OR9cv86lFc0QuoiJ1JZVQNldFeSiIiWeZsQaE9gyo1HbMlA4c9lRhnOnERySRGRNTnkVi75BAhzkfYFICLViynR+cu9OrcFYBxw0eyfc9ulq1ZzejBQ05Zf/ma1cRERTFu+EgAkhISKCgsZOGKZc07iWsmlPadoH0n1B//FDsG7tUr8W9Yi7F1E/r2TSieqgbbWLwmEopMJBQ5T3o1L7XmHXgiNlPlqKXKWUu13UeN3YfHaqLS4uCQJRKXJZJKUzRucxS11hgwR2M2RWE2ObGYnVhMDqwmOxazHatmxWq2YdHMWMwWrJoZi2bGbNIwqRpmTUNTNUyqillV0FQFTQFNVVAV0BQFTaX+d6/fwEDB0HUMvy9Q7OoG6H4wjMDjlH8kNXD7LE0FzYSiytnNUCa5o/EpqoqpdTtM6Zno37sVo7YWY8dWjC0bMLZsRN+6EeXo0QbbaLpK9FE70UftJ71aDbqyg2r7lkAOcTTMIyUWG3stEbgsEbjNkXit0fit0ei2GLBFYbFGYzE5sZod2Ex2LGYbNrMNi8mK1WQN5BJT4GFWVSwmE2bVhFlT0RQ18FM9nju0YxfuGIE8YdR6wa8HcoZfB90X+GkYYNTlE07OI0ogh6gKaBpoJjCZwWwCVbrAxeURFgWgz++n4FAhg/r0bbA8LyuH/IJTr1YDyC84QF5WTsP1s3NYuX4dfr8fTdNOfR+fD5//+P0wj129d7i0JGyvkrJardRkZGGkZ8JV14KuoxYVYsrfg5a/G+1APur+PZiOlp32Ncy1GtFHNaKP2s7wLgZQUfcI0FUDv6YHHiYDXTUw1LqfChiKAcrxlKocexlAMRQUg7qHEnjodb/rCqoBih74HUMhUYfHDQV16mf4LvDfyQD8Guiagm5S8Zs1dLMJw2YBqw3F6QBHJETEokQlQFQ8RlQMRlQ0ekwcekwsmC/N/Iv1+7CmJmSuNj0fqqqSGBd/wdtL7rg0Tvu5S0oOPAaNCKxz9Aim/N1o+/ei7duLemAPpqIiFP+p/x6qoeDwmHF4zvQ9MYDKusfBBs/oqoGu6vi1ujyigKEGYjoxlygnvNTxPBL4iaGg6wqGAX5dIVZX+KWhwLQvLjhvnImhgN+kopvVQB6xWjDsNgy7HZyREBGDEpmIER2LERmFHh2LHh2DHhcPdkejxSG5I/yFRQHo8XjQDYNIZ0SD5ZFOJ9vdrtNu43K7iXQ6T1o/Al3XcVd5iIqIPGWbuUuXMHvxwvq/LWYLj99zH+999ineWu8p64c/E6TlQlouFl8tsW4XcW4XMR4XMR430dWVRFe5iKj2YjqP2YZUXUHVNcy1p/5H2hQpgMkP+A3w+gE/4AU85/waHqtKpd1GuS2Co/ZojjoiOeqM4IgzEpfVBnJG4LSOfQcvlOSOJiI+FeJTUXSd6CoPcZ5KYtxuoqvcxFRVEFXjIrKqGkeNn/P9JhzLJ6bGrtQuEcUAU60OtTrgA6o58QD5bGpMKpV2K2X2SMrsURx1RnDUEUFJRBSVNrvkkRNcbO4IB2FRANY76bMd6Nw7ywf+NOsHFp9+myF9+zGwV+/j6xsGfp+PO266ufkcxZ8nHagwDBSPG6XsKGpFOWpFGYqrMvBwV6K7jkJVJUqVG6qrULzewHghnw+l1o/i11F0HUU3Ao+6HhXlhJAMhfoj+cBZwsBRvqFQd8QfWKargb91jfrndMUIPK8qGMrxs4x15wgwFAMl8MooRuB31Qj8rul1/8H4FVRdQfOpaD4Fk0/F5Dv3AtZRo+Oo8dACD3C4wXN+mwVfWjpGy1b4M3PwZeXgz8gMdBl9h+ZwFN8oJHc0qkvxuasBavx+lMoK1PIylMpy1MpKFLcLXGUYnjIMdzlUuaCmCqqrAhNXe2vB50fx+epySCCXUPcdPt47G/juwwk55FguOCGP1OcQxQjkDLXu9xPXUQAlcLYxkAXhWOJS0FEMAxUd1TBQdQP1WB7RVTR/IJ+YfCparYq59txzidWnY62sIqGyipPziG4x40/LwN8yF39mNr7sXPwZWWfsfZDcEf7CogB0OByoikKlq+ERu8vtIcJ58ri0gAink0qX+6T13YHJL+0nj0EJMJlMmEzH/8kMw8Dt85EUnxC2X5BGnQg0M/viX6ORFZUU889znNDVMAx8OtT4dap9BtU+A1dtLa4aD+4aN26vG3d1BR5vJVU1FVTVHMVwF6N4SjG7S7FXHyWqppyomkqiajw4q3TsHjN29/GHapxaQGjVXrRdu2HX7uOxmDTIaYXWvjNK+04oHTuhRMeesm1zmcz1QknuuDQu6eeuRXLjvt4FKCop5l/nMRH0sdxRqxt4/QY1PqM+j1TV6ni81VTVVuGuceGpceOprcRTU0F1TTk1tWX4vEcwVZVgqzpCtDeQR2K8FURWeXBUqdg9JuxuMw6XBYfLjKafWtyo3lrUPbsx7zkhj2gaSqvWqG07onTojNKxM0p0TGB9yR1hLywKQJOmkZacws69e+jY5vgg7J1799A+r/Vpt8lMS2fLzh0Nlu3Yu4f05JTTjuERQlEUzBqYNY0Iy7GlZsABJHzn9n7doKJG57DHR7Hbx77KMorL93PUtQ9PVT7U7CXFs5dUVyEtKsuJKjcTVWYl6qgNp8vS4LUUnx+2b0Pfvg2+/jSwMDMLtUtPlO69UTp2QbHKrfy+i+QOcTkczx0KjtOecLMDpx7AncyvGxyt9lPq8XPY46PA5aW4sphS1z5c7v14a/bhIJ+U6nxSXYUkVnqILLMSVWYl+qiNiIqGOUHx+2HbFvRtW2DCZ4GFWTmoXXtB914YvfpddNtF0xUWBSDAgF69+XTSBNKSU8hMS2f52jWUVZTTu2s3AKbNm0t5ZSW3jLsGgN5du7Fk9Somz55Jr85dyS84wKp1axl/zfXBbIYIY5qqEFs3XUWbeCvgBNKAPgD4dIODlbXkl9ey66ib/aXbOVqxBaV2Mym+LbQq202LUh+xJXbiDjuIKj/pwpr8vej5e2HCZxgWC2qXnmj9BqIPGQGWM12EIyR3iFChqQoJDhMJDhNtOJZDYoHAwYpuGBx2+9hXHsgjS44c4XDZFqo8m4lRt9HCt5Xs8nwSSjXiih3EH3YQVXZSbti7G33vbvSvPqbMZkPt2hOlz0CU3v1RIqMud5PFJRQ2BWDndu3xVHmYvXgRlW4XyQmJ3H7TeGLr5vGqcLkoqyivXz8uJoY7brqFybNnsnT1t0RFRDBuxEiZxkEEjUlVaBltoWW0hYEtnUASMIDKGj87jnjZXFzNt4d3U1q2kijW0LJ2Na2KC0kqdJJUGEFssb1+DJri9WKsWIxvxWLKXn8B9YpuqAOHogwYghJ56kUKzZnkDhEuVEUhOcJMcoSZXmkA0UA2tf6r2FvmZWtpDVuKPewr2YBRvZpEbR0tfatpWVxJ0sEIkg5GEFtyPI9QXY2+dCEsXYihqqhdeqAOGo7S70oUx+mHSIjQoZRWnsflmaKBULyh+/kI9zEgEJo3ddcNg71ltawtqmbdwUIOly4mXllCtn8puYUVpOyLJGV/FPbTTJlhmEyoPfuhjrw60FWshfYxYKje0F1yR2gLxbxxsqPVfjYermbtoWq2HNqJUbWYVNNSsn3LySiAlP2RpOyLxFZ9mjxisaD2G4Q6/CqUzt1Dci7UUM0djSm0s78QzZCqKOTEWsiJtXBD2yhq/a3ZVPx9Vhzw8KltM5bU2WT0n0PbI9tJ3xtFxu4YIuvG/ig+H8bSBfiXLoC4eNRR41BHX4MSov+JCSEuTKxNY2BLZ11vQzxFru6sPHg3yw9UMJOVJGfMpeXAOeSUFJO+J5qM3TH1Y5EVrxdj3kz882ZCcmogj4wac9oL0UTTJWcAL4IcxYe+cDiSP5FhGOyrqGVhvoel+XtQPNPJNk2hbdk2MnfE0nJXzClnBg1VRe0/GPX6W1DbtA9S5BcmVI/iJXeEtnDLGyer9ul8W1jD4gNVrN+3mhR1OlnaNHJKisncGUvLnTFYa046f2Q2owweiXbdzSgnTZTeFIVq7mhMcgZQiDCiKAqZ0RYyO1n4Yaeu7C2/gvn7H+DzbRuI7/Y1rXpNIK+gkpyt8aTmR6EaCoquYyycg3/hHPQOnVBvvi3QPdxMk6IQzZ3NpDIw08modokcqYhjyb6+zNr9KEtqVpDdayKt+kwha59GzpZ4Ug7UjSmurcWY+Q2+md+g9OiDetMPUTt2Dm5DxFlJAShEGMuJtdAxLYYfdYxkxYHOTNnxc5Z555KX+hmtqxeStzWW3C3x2KoCZwWNTevx/+YXkJuHduudgSv/pBAUotmymVQGZzkZnOWk1HM1M/cMYtqOX2JLmUKbzE/Icm0hb3M82VvjsXgD0yAZq5bhX7UM/YouqLfeidqpa5BbIU5HCkAhmgFNVeid7qB3uoPD7puZvOMqJuzYTlqnD2nb5Qta7zLRZl0i0cemhNi1A/9zT6LktUX98U9Ru/YMbgOEEEEX7zAxvkM0N7eP4tvCnzJh23iWV62kXfcPyOs2g9zt0bRZn1g/VtDYsBb/kz9D79IjkEdatwtyC8SJpAAUoplJcpq4s0sst3bsyazd7flyy/+xNutT2ue9T+t91bRf3YK4ksBN5Y0dW/E//Qh6155od9yHkpsX5OiFEMGmKgo9U+30TLVzoGIUX2zpy5e7d5DX+r+0af8ZrXbZab+6BZHlgYvPjLWr8K9dhT5wKNrt96Akpwa5BQIg9K7dFkI0CptJZWzrSN4d15rrej3Mt6aZfJ78M766rpKFo/ZwNL6qfl1jzUpqH/oJ/jdexCg/GsSohRBNSXqUmYd6x/PudT3JyX2OyTXTmZh5AxNvymfZkH24omrq1zUWzsF3zw/x//sdjCpPEKMWIAWgEM2epioMyYrgnbFZ3NT7flZq0/gq+T4mXF/M0qH5uCIDCVwxDPRpE/HdfSv+b77C8PuDHLkQoqmItWvc3S2Of17XibzcXzOpeipTMscy+aZdfNv/ANW22sCKvlr0zz7Ad+9t6IvmhuVV8KFCCkAhBBDo1hmc5eTvY7O5quvPmKtPZ1LLW5h0cz5rex+k1lxX8Lld6G/9Bf9j92Hs3hncoIUQTUq0LVAI/u3aTiS3fJavqicyo01vpozfypYuh/GrddMClRzG/8dn8P/ulxiHi4IbdDMlBaAQogFNVbg6L5J/XtuaK1o/xUTvRKZ26MGU8VvZ0/pI/XrG9i34fn4X/v/+A6PWG8SIhRBNTYLDxEO943nl6p5Ux77G1773mdMjnmk3b+NgRkX9esbKpfjuuw3/5C8xwnDOyKZMCkAhxGnZTSo/6hzLW+O6Q+IbfG38nelXWpgzbiflMdWBlfx+9I/fx/fQ3XI2UAhxiswYC38Y2oKfDxzBGuVjZlieZOaoIywasZcqR123cHUV+tuv4H/6YYzDh4IbcDMiBaAQ4qySnCaeuTKJn115NSuVL5gedwdTb9zLpm6H0NW68Tv5u/E9fDf+zz6Qo3ghxCl6pzt4d1w6fdreyTdVE1iQPpCpN29lZ7uS+nWMdavx3X87+ryZQYy0+ZACUAhxTnqlOfjb2Cxa5z7GxOpPmdM1mZk3bKcsru5qYZ8P/d/v4P/1oxhHSoMbrBCiybFogV6FV8d0pCzyZab632D+AD/zxuzCHVE3jMTjxv/is/heeg7DI1cKX0pSAAohzpndpHJv9zh+N6IvG7T/Mct5H9Ou38uWLocxCJwNNNauwvfA7ehrVgU5WiFEU5QZbeHlkclc0/kaplV9xeKkYUz/3jb25p0wxnjuDHw/vwtj764gRhrepAAUQpy39ok23h6TQV72z5hU/QHzeziYN3YXnmNjesrL8P/6Efwf/0e6hIUQp1AVhRvaRfPmmNaUOF9ghv9l5g+uYOnQ/OMzDhTsx/fwT9HnTAtusGFKCkAhxAWxmVTu7xnPY4MGssj3CQsTr2b697ZxsGXdFX6Ggf7fd/E/9xSGxx3cYIUQTVJ6lJlXR6UwoO0NTHZ/xorsVsy4cfvxiei9XvwvP4//b69h+HzBDTbMSAEohLgovdIcvD02h+qY55lh/InZow6zvmfh8S7hFYvxPXIPRsH+IEcqhGiKTKrCHV1i+c2wzqzU/8Vi2x3Mum4Hu9oeH0usT/wc/9OPYFSUBzHS8CIFoBDiosXZTfxpaAsGtLuZbzwfsrRzJPPH7KbGWnfEvj8f3yP3oG9YE9xAhRBNVtdkO++MyYCYR5nhfZPFV1aw8sr99ZNHGxvW4Hv0Xoz9+UGONDxIASiEaBSaqnB751gev7I3c70fsLxFH2Zdv4Py2Lo5A12V+J9+RMbzCCHOKNau8adhLejfegzfuD7i29axzB23iyp73fjigwfwPXqvHEw2AikAhRCNqne6g1dH57Hb/BqLbHcy67odx2f+9/kC43k+/o/cA1QIcVqaqnB3tzh+1r8bs6o/YE184GCyfsoptwv/04+iL5gd3EBDnBSAQohGlxFt5o3RaZjiHmGW7wXmjypgR/vjE77q/30X/Z1XMfz+IEYphGjKBmc5eXFkLhuU11hu+SGzr91JYf3BZC3+F36Lf+LnwQ0yhEkBKIS4JJwWleeHtKBTzveYVv0PlvRzs673wfrn9clf4n/pObmyTwhxRq3jrbwxOo1yxy9Z4H+a+aP2sfvEi0P+9hr+D/4lPQoXQApAIcQlo6kKD/aM49pOQ5ha9R9WdrKwfMg+dKXuCuEFs/E//zSGtybIkQohmqoEh4m/jEwmJvE2Zte8xtKBJWzqVlT/vP7he+jvviFF4HmSAlAIcUkpisItHaL5v749mOH5D6tzE1k0ag9+re7KvhWL8f/uCYzq6iBHKoRoqhxmlecGJ9Gh5dVMr/oHq7pXsaZvQf3z+oTP0N/6i0w8fx6kABRCXBbDsiN4anAH5la/x9q0Viy4aje1psAYQGPtKvzP/lKKQCHEGWmqwmN94xnaZgDTPe+xtqPCikH76ucc1ad8jf/Nl6QIPEdSAAohLpueqQ6eG5bH4tp3WNeiA/PH7sZrqSsC163G/zspAoUQZ6YogSuEb+jUg2nuf7O+tZ3lQ08YVjJ9Evrbf5Hu4HMgBaAQ4rLqmGTjj8NzWO57i3Vx3Zh/9QlF4PrV+P/wNEatN8hRCiGasu93jOGH3Tsz3f0eG3OdLBuWX18E6lMmBGYZkCLwrKQAFEJcdm3irfxpeCbf6q+xPr4r86/eXX8DeOPb5fj/9Bu5OlgIcVY3tI3iJz07MM39HpuzIxtcYKZP/hL9P38PcoRNmxSAQoigaBVn5YXhmazyvc6G+C4suGoPvmNjApctwv/an2QsjxDirMa1juKunu2Z5v4Xm3IdrBx0/J7j+qf/w//Fh0GMrmmTAlAIETQ5sRb+OKwly2tfY2NiOxaN2nv86uA509H/+VfpxhFCnNW41lHc0aM9M9z/YFOemW/7H6h/Tv/X2+jTJwcxuqZLCkAhRFDlxVt5flgWi71vsikli6UnjuX5+lN0OYIXQnyH69pEcUuXK5jheZcN7XU29Cysf87/5ovoK5YEMbqmyRTsABqDp7qKSTNnsHnnDgDat8rjmhGjsNtsp13f7/czY8F8tu7eyZGyMmxWK60ys7lq8BCiIiMvZ+hCCKBdgpVfD8rm2blvYWp5B9aBB+i5IAMA/b13UBJboA4a3ujvK7lDiPAxvkM0VbVdmLb5bbQuP8FaVUzrjYmg6/j/9Bv442uobdoHO8wmIyzOAH488WsOHi7izpvHc+fN4zl4uIhPJk044/q1tbUUFB1iWL8B/Oz2n3Db9d+j5Ggp73/x6WWMWghxom4pdh4bkMfsqrfZ0MbM+hOP4P/yB/SNaxv9PSV3CBFebu8cQ7/c3sypep1VfUvYl1MWeKKmGv+zT2AUFZ51++Yk5AvAwyUlbN+9mxuvGkNmWjqZaencOHoMW3ftpLi09LTb2Gw27hp/K53atScxPp6WaWlcM2IUBYcOUVZefplbIIQ4ZkBLJ3f17MBMzzus7VLNrmP3/PTV4n/uKYyC/Wd/gfMguUOI8KMoCg/0jKN12iAWVv+B5UP2cTjFFXiy7Ci+3z6O4XYFN8gmIuQLwPyCA9isVlqmptUva5mWhs1qJb/gwFm2bKi6pgaFQIIXQgTPmLxIxnXoxtyqV1kxoIjCjIrAE65KfL/7JUZlZaO8j+QOIcKTpio80T+BqLhxLPc9wuKRe6mIrptgft9e/H98BkP3BzfIJiDkxwC63G4iHM5Tlkc4nFSeY5Vf6/Mxbd4cOnfoiM1qPeN6Pp8Pn//4h+bY1YmKoqAoynlG3vQda5OiKKhqyB8rnFa4tzFU23d7lziKPYNZlP8sluG/YvjXrYg+aoeC/fhfeAbzcy+jaIH0daFXCUvuuHRC9XN3rsK9fRD6bbSpKs8OSeZnU3/Cem8Blqu+ZPjXeVirTRhrVqL/513UH98T7DCDqskWgDMXLmD24oVnXeeBH98R+OU0+dPAQDndEyfx+/18NOErDMPgupGjz7ru3KVLGsRkMVt4/J77sNvtYZnEj7Hb7cEO4ZKx1v2nbbVacTgcQY7m0gnFffiroXZ+/s3NrCzZj3X0Pxj+VR62ahPGmlUo7/8dxwOPYRgGbre7wXaSO5qOUPzcnYvmkjcgtPehwwGvjM3hp18+SaRzH7aR6xg8OQdNV/FP+lIKwGAHcCb9uvegc/uzX60TGx1D4eHDuE76DwDA7fEQ4Tz16P5Efr+fD77+kiNlZdx96w/OegQPMKRvPwb26l3/t2EY+H0+qqqqzrpdqFIUBbvdTlVVVdjOxVZTU1P/0+PxBDmaxhfq+/DXAxN4cOoDbNR2Yx+1gMGTctF0lZrPPsCfmYM27NTCS3JH8IX65+67hHvegPDZh7Em+O2QNJ6Y/iLOpB8RNaCgfoaB5q7JFoBOhwPnORxZZaalU11Tw/6DBWTUjeXZd7CA6poaMtPSz7jdsQReevQod9/6A5z2734vk8mEyXT8n8wwDNw+H4ZhhPQX5EyOnfY3DAM9TO/IcGy/hWsbQ30fRpgVnhvcgp9Pe47IxB8T1b+AngsDydv32p9QMnMgp1WDbSR3BF+of+6+S7jnDQivfdgu3sIDfbJ5a+kb2NuOJ6a0BCtR5AY7sCALvY79kyQlJNA6J4cvpk5hX0EB+woK+HLqFNrmtiIxPr5+vZf//g4bt20FwK/r/O+rLyg4VMgt467F0A0qXS4qXa4G43SEEMGXHmXmlwNaMr/qVTa1hZ3tSgJP1NZS++KzF/y6kjuEaD5G5ERwdbv2zPe8yLd9C1k16Nwv9ApXTfYM4PkYP+46Js6awT8/CdwxoF1ea64dMarBOsVHSqmuO21fXlHBlrqJX19/7x8N1rv7+z8kNzPzMkQthDhXPVPt3NqlHRPWvYS930+JKbWTcNgJxUUX9bqSO4RoPu7sEsuuo0NYVfoITsPglmAHFGRKaaUefv0Pl8mxAeiKooRtN47D4cDj8YR8F8CZFJUU8+7HH3L3+FtpkZAY7HAaXTjtQ8MweH5RMYcL/84g3yuM/KI1NiUK8+fTcTqdIXUxheSO0BbueQPCdx9W1Pi5f2ohtX6dj29sGXK5ozGFfBewEKJ5UBSFR/sk4LHdzmbrMJYNzcenhc9/TEKISy/KqvHs4CReHpka7FCCTgpAIUTIsJtVfjOoBWt9v2V7ajzTb9oe7JCEECEmO8ZCepQ52GEEnRSAQoiQkhFt5oHeLZlX9TKltoRghyOEECFJCkAhRMgZkhXBgNzuTHJ/GuxQhBAiJIXFVcBCiObnvh6xJDm1YIchhBAhSc4AXoQTJwMNR8cmqQ3X9kHgwgKL2RK2V4GF8z60aCrf7xgDhN53UHJHaAv3vAHhvw/D/Tt4LmQamIvg9Xrxer3BDkOIZs9isWCxWIIdxjmT3CFE0xBquaMxSRfwRfD5/bz6r3/wyN33YLfZgh1Oo6uuqeGPf32DJ+9/8DvvdRqqwr2N4d6+qupq/vLu33jk7nsIpRQuuSO0hXv7IPzbGKq5ozFJAXgRVFXF5XGjqmpYdgUoioK31ouiKGHZPgj/NoZ7+078DoYSyR2hLdzbB+HfxlDNHY2p+bZcCCGEEKKZkgJQCCGEEKKZkQLwIpg0jWH9B2LSwnMqinBvH4R/G6V9TVOoxn2upH2hL9zbGO7tOxdyFbAQQgghRDMjZwCFEEIIIZoZKQCFEEIIIZoZKQCFEEIIIZoZmQfwPM1Zsoitu3ZSWFSEpmn89uHHvnMbwzCYtWghK9atoaq6moyUVK4bOZoWiYmXIeLz46muYtLMGWzeuQOA9q3yuGbEqLNOVvvp5Ems3ri+wbKM1FTu/9EdlzTWc7V09SoWLF9GpctFi4RExg4fQXZGyzOuv3tfPt/MnkVRSTFREZFc2acPfbp2v4wRn5/zad+u/Hze/eh/pyx/5O57SIpPuNShnrfd+/axYPlSCooOUelycdsN36ND6zbfsU3T23/hnjcg/HKH5I3jJG+EJykAz5Pf7+eKNu1omZrOqvVrz2mb+cuXsmjlcm4aM46EuDjmLFnMPz75kMfuvhdrE5th/eOJX1NeWcmdN48H4MtpU/hk0gRuv+mWs27XOieHm64eV/+31kSurFq3ZTOTZ83k2lGjyUrLYPna1bz36cc8ctc9xERHn7L+kbIy3vvsE3p17sIt465lb8F+JkyfhtPu5Iq2bYPQgrM73/Yd8+hP78VmOf7ZczoclyPc81Zb6yWlRQt6dOrM/7764jvXb6r7L9zzBoRX7pC8cXqSN8KLdAGfpxEDBzGwV2+Sz/Eo3DAMFq9cwZB+/enYpi3JiUncPGYctbW1rN286RJHe34Ol5SwffdubrxqDJlp6WSmpXPj6DFs3bWT4tLSs25r0kxERkTUPxx2+2WK+uwWrVhOj85d6NW5K0kJCYwbPpLoqCiWrVl92vWXr1lNTFQU44aPJCkhgV6du9KjU2cWrlh2mSM/N+fbvmMiHM4G+6upzobfJrcVo64cTMc255aEm+r+C+e8AeGXOyRvnJ7kjfAiZwAvsSPlZVS63eRl5dQvM5lMZGe0JL/gAL27dgtidA3lFxzAZrXSMjWtflnLtDRsViv5BQdIjI8/47a79+Xz3OuvYLfayG7ZklFXDibC6bwcYZ+Rz++n4FAhg/r0bbA8LyuH/IIDp90mv+BAg30FkJedw8r16/D7/U3i7MQxF9K+Y15/7x/4fD6SEhIZ2q8/uZlZlzDSyyeU9t/ZhFLegPDKHZI3zkzyRniRAvASc7ncAESelNAinU6OVlQEI6QzcrndRDhOTbwRDieVbtcZt2uTm0untm2JiY7mSFkZMxfO592PPuDB2+/EZAreR8zj8aAbBpHOiAbLI51Otp+hPS63+zT7KgJd13FXeYiKiLxk8Z6vC2lfVEQEN4y+mrTkZHx+P2s2buAfH33A3bfeRk7LM49vChWhtP/OJpTyBoRX7pC8cSrJG01n/zUmKQCBmQsXMHvxwrOu88CP7yA9JfXC3+Ske2kbpy66ZM61fcBpgzIwUM4Sbed27et/T05MIj0lhRfeepOtu3ae8yn4S+qUf/uzt+d06wcWN9Ebop9H+xLj4xucjclMS6esooKFK5aFRSIHLtv+C/e8Ac08d0jeqCd5IzxJAQj0696Dzu3bn3Wd2OiYC3rtiIjAUUWly93gKMLldl+2bo5zbV/h4cO43O5TnnN7POcVa1REJDHR0ZQcPXLesTYmh8OBqihUuhoe1brcZ25PhNNJpct90vpuVFVtEmOTTnQh7TudlmlprNm0sbHDC4rLuf/CPW9A88wdkjfOjeSN0CcFIIErmS7V1Uxx0TFEOp3s3LuHtORkIDAGY8/+fVw1eOglec+TnWv7MtPSqa6pYf/BAjLqxvLsO1hAdU0NmWnp5/x+7ioP5RUVp3QxXG4mTSMtOYWde/c0OJuwc+8e2ue1Pu02mWnpbKmbxuKYHXv3kJ6c0uTGgVxI+07nYFFR0PdVY7mc+y/c8wY0z9wheePcSN4IfU3zEp4mrKy8nINFhyirqEA3DA4WHeJg0SFqvN76dV7++zts3LYVAEVR6N+zF3OXLmbjtq0cKj7MZ99Mwmw206V9h2A147SSEhJonZPDF1OnsK+ggH0FBXw5dQptc1s1OP1/YvtqvF6+mTOL/IIDHCkrY1d+Pu9//ikOh4OO3zHv0uUwoFdvVq5by8p1azlcUsKkWTMpqyivH0Q/bd5cPpk0sX793l27cbSinMmzZ3K4pISV69ayat1aBvbqE6wmnNX5tm/RyhVs2r6NkiNHKCouZtq8uWzctpV+3XsEqwlnVeP11n/HIDBdw8GiQ5SVlwOhs//COW9A+OUOyRuSN5ry/msscgbwPM1YuKDBxKWvv/dPAO7+/g/JzcwEoPhIKdU1NfXrDOrdl9paHxNmTAtM6Jqaxk9u+X6TnMtr/LjrmDhrBv/85EMA2uW15toRoxqsc2L7VEXhUHExqzduoLq6msiICHJaZnHrtTc0ifZ1btceT5WH2YsXUel2kZyQyO03jSe2bq6rCpeLsory+vXjYmK446ZbmDx7JktXf0tURATjRoxssnNBnW/7/H4/U+bMptxVidlkokVCIrffdAttc1sFqwlndaCwsMEEtN/MmQVAt46duHnsuJDZf+GeNyC8cofkDckbTXn/NRaltFI3gh1EqNJ1vf53RQnfgaJCNFWGcTx9NdU5yU5HcocQwRWquaMxyRnAi+TxeIIdghDNnqOJ3pHgbCR3CBF8oZg7GkvzLHvFOVEUBafTGdZnKA6XlvDnv73N4dKSYIdySTSHfSiannD/3IV73oDw34dCCsCLcuyLEa5fEEVR6h/hyjAMvLXeBt0B4STc92GofgdDNe5zFe6fu3DPGxD++zDcv4PnQgpAIYQQQohmRgpAIYQQQohmRgrARlDtC99uACGEEEKEHykAG8Fflhajh/FYECHEpbH+cHWwQxBCNFNSADaCnYUr+Ghj+XevKIQQJ3hx0UEOu33BDkMI0QyF1TyAS1evYsHyZVS6XLRISGTs8BFkZ7Q87bobt21l2ZrVFBYV4fP7aJGQyPABA2mdk3ve7zvA/iSfrn+X3Ngr6JPefOcUEiJUBSt35PBXfjv/EV4ZmYzVJMfjQojLJ2wyzrotm5k8ayZD+vXnZ3fcRVZGBu99+nH9vf9Otmf/PvKysrn95lt48PafkJOZyfuff0rBoUPn/d6t9tUy2PEwLyw+wN4y73dvIIRoMoKZOzoqn+Cv/JKXlpaG9ZQiQoimJ2wKwEUrltOjcxd6de5KUkIC44aPJDoqimVrVp92/XHDRzKoT18yUlJJiItj9KAhxMfFsWXnjvN+7x4L0sg7upPO2u/49bwiyqv9F9scIcRlEtTcsTCdvtbfsXH/Mj7YIMNIhBCXT1h0Afv8fgoOFTKoT98Gy/OycsgvOHBOr6EbBjVeLw677czv4/Ph8x8v7o4dsZt8GgOmZ1N1w1TK9Rx+t+B+/jwiBYsW2hNMnjhRZrjeKzHc2xju7QMu6sxZsHNHWn4UXRyx1Hb/GZ9t+IiWMZ0YnBVxAS1pWsL9cxfu7YPm0cbmftY9LApAj8eDbhhEOhsmzkink+1u1zm9xsIVy6j11tKpbfszrjN36RJmL15Y/7fFbOHxe+4DwOmyMGB6FrVjX2f2kUxeWX4jvx2WHhazjNvt9mCHcMlYrdb6n+F8T8hw3YeGYeB2uy94+6aQOzqsbkFFTD5VOQ/y8uL/kB7XgU7J4fFZDNfPXXPJGxC++/Bic0c4CIsCsN5JtZaBgXLywtNYu3kTsxYt5Ec33kSE03nG9Yb07cfAXr2Pv75h4Pf5IC4eCjwkFDnpNS8D79Anmb4nkb8uGcSdXeMuuDnBpigKdrudqqqqsD1Sqqmpqf/p8XiCHE3jaw77sFEEK3fU6TUvA0/kLjzxj/H41Dd4/apM0qPM59+OJiLcP3fhnjcg/PehCJMC0OFwoCoKla6GR+wut+esSRkCA8C/mDKZH1x3A3lZ2Wdd12QyYTId/yczDAO3z4f5yeeoffReqKkmc1csrmgvvu4/Y+LG/xJv78K41lEX3rggOnba3zAMdF0PcjSXxrHEFq5tDPd9eLFn2IOdO9ThV6NP+hxNV+k/PZvq65bjsT/HE7Oe5bVRqcTatQtvXBCF++cu3PMGhP8+DIfeuYsVFh37Jk0jLTmFnXv3NFi+c+8eMtPSz7jd2s2b+OybSYy/5jratsq74PdXclqh/eIZqPtAdVjdgvZbFYY77+PdlTtYkN+8TzML0VQFO3doP30QpUsPAGzVJq6cksMV/gkkev/KU3OKcHvD7z9eIUTTEBYFIMCAXr1ZuW4tK9et5XBJCZNmzaSsopzeXbsBMG3eXD6ZNLF+/bWbN/Hp5ImMGTqMlqlpVLpcVLpcVFdf2Mz8at+BqHc/WP9390XptN1XzjDHfby8eDerC6suroFCiEsimLlD0TS0J5+FzMAZxMgKK1dOzaan9g6a67/8dv5hvH4pAoUQjS8suoABOrdrj6fKw+zFi6h0u0hOSOT2m8YTGx0NQIXLRVnF8WkWlq9Zja7rTJgxnQkzptcv79axEzePHXdBMWjX3gTFh9G/+hjVUOg7OxPv1bupTfwZz85/hz8My6R94pmvFBRCXH7Bzh1KRCSm372I79H7oLSYuGIH/WZk4h/1R+aVRvPcguv5zaAkTKp0WQkhGo9SWqnL6M4LdOwqIkVRjo8J0XX8Lz2HMX8WAF6Ln3ljd7EhpgfLfa/x4ogMWsVZgxn2OVNVFYfDEbhSMgzHgAAUlRTz7scfcvf4W2mRkBjscBpduO/DY989p9MZUmN6Tps79u7G9/j9UHf18f6cMhYPLWBOzV/ITbuaJ/snooVIERjun7twzxsQ/vswVHNHYwqbLuCmQlFVtIefQunWCwCLV+PKKdm0c62gh+kX/HJWAbuOyt1ChBANKVk5aL95AeqmGMnYHUOvhckMtj3K9gOz+fOSEvxyvC6EaCRSAF4CitmM9qvfo7S/AgBbtZkhk3Pp4FlIF+0JfjnrgBSBQohTqB06oT31e9ACV//mbIun1+IkhtofYvP+2bwoRaAQopFIAXiJKDZ74Gg+N3CFoN1jZsikXDp65tBFfZzHZ+5nR2lNkKMUQjQ1ao8+aL/4DdRNw9FqcwI9l8YxzP4gm/fP5oUlJfikCBRCXCQpAC8hJSIS0+9fgexcABxuC0Mn5dLRM49u2mM8Pms/m4sv7KpjIUT4UgcOQXvkV/VTS7XemEivJQkMtT/Itv3T+f3CYrx+KQKFEBdOCsBLTImKxvT8K/XTPDjcFoZObEVH1yJ6mx/kqdl7+VamiBFCnEQdMhLt50/WF4F5mxLoszCRofafsb9wAr+eV0RVbfgNzhdCXB5SAF4GSnQspj++Vn8m0O4xM3RiK644upqBlnv53dwdzNsrk0ULIRpSh1+F9shT9d3BuVvj6Tc3lcHWX1BR8jGPzzpEebU/yFEKIUKRFICXiRIdi+kPr0FuayAw6/+QSbl0PLyN4fY7eGXxJr7cWhHkKIUQTY06dHTgTkN1RWDWzliunJHJlebfYKp8i4dnHKTQVRvkKIUQoUYKwMtIiYrG9MfXUDp0AsBcqzFoSg6d8g9zlfM2Ply9irdWlcpVfkKIBtQrh6H96nkwWwBI3RfFoG9y6ctfSal5np9NO8C2ErmoTAhx7qQAvMwUZwTasy+j9OgDgOZX6Tczk66barnaeRtLd8zkdwsO45GxPUKIE6h9BqA9+xLYHQAkHnIybEIruns/o5vyM345c7fcd1wIcc6kAAwCxWZD+/UfUYaNDvyNQrclafReEslI2/9RUvRffj69kEPSrSOEOIHaqSumP70OMXEARJXZGP5VHl2OrGSI7ce8vGgD/11fVn93ESGEOBMpAINEMZnQHn4KdfyP65e13pjIoOkZDFJ/T1L173hg6j5WyxXCQogTKK3aYHr5bUhvCYC9KjDHaNc9hxjrHM+0TXP43YJi3F7pRRBCnJkUgEGkKArabXehPfRE/cz/KfujGP51Hj3dX9FHu4vfzd3Ex5vK5YheCFFPSU7F9NLbKFd0BQJDSfrOzqT3CiujbHdRcug9HpxWQH653HFICHF6UgA2AerIMWjPvwKRUUCgW2fEV3l037+DMY5bmLR+Fs/MO0xFjUz3IIQIUCKj0J57GWXUuPpl7dYlMWRaS65U/kSm93EemrKLmbtdQYxSCNFUSQHYRKhXdMX0yruQlQMErhAeMCObvstNjLbdhav4De795gAbDsudQ4QQAYrZjPbgL1Dveai+FyH5QCQjv2hNryNzGW77Pn9ftoQXl5TIpNFCiAakAGxClJRUTC+/g3Ll0PplbdcnMXxSNgNr36YLd/HrWev519qjci9QIQRQN5Tkmu+h/eFViIkFwOmyMHRSK3pvrGSM4wfk7/8H935TwBaZKkYIUUcKwCZGsdnRHv9t4IjeZAIgocjJqM/b0GfvNsY6bmTJ1s/42bRC9hyV8T1CiAC1YxdMr/0TpUPnwN+6QpdlqQybksZg/c+089/LkzPW8++1R6mV+wgL0exJAdgE1R/Rv/gWtEgBwOLV6Ds7k8Fzoxmp/pLkqod5eOomPthQJslcCAGAkpCI9sdXUW/+Yf09hJMLIhn9WRv65m9grOMGlmz9iPunFLCtVM4GCtGcSQHYhKmt22F6418og0fUL8vcGcvoz9owoGAxYxzXMW/TR/zflAI2F8vYQCEEKJoJ7cf3BC4si08AwFpjot/sTIbOjmEET5PtvY9fTl/LO6uOyNhAIZopKQCbOMUZgekXzwTuBeqMAMDuMTNwejbDZkcxyvgVrWrv4ukZK3llWYncGF4IAYDauTumN/+/vTuPj6q6Gz/+uXcms2dfSUJCAmEJSGRHBARkERD3Ba22auvSxV9ta9uni9rVPj6ttY9Pba17WxXFuiCgyKbsq+yrhCWBhBCSkG0ms917f39MCEQW2Scz8337GjF3zky+hzvz9XvvOffc11CGj27b1nlPEhOn92Dk7k1c77iebXue41szy1hU5palpoSIMVIARgh11DjMf/932y3k4Ggy78moHV9wg+NGKvc/xbc+3MUHOxrlIhEhROj+4z/7Dab/+jUkJAKhs4GDF+UxflYnxnn+jyHKrby4/GN+suAQe2ResRAxQwrACKKkpmH61f9gevSxtmRu8ZvovyyHa97vwtja1xlrmcLHG//FA7P2s3y/R47qhRCoI8aEDiCPm06ScdDF+P90Z8yqZqaY7yeh4WEe/Wg1T6+oocYTDF+wQohLQgrACKMoCuro8Ziffx1l3KS27cm1dsbM7Mb4eXYm+n5FiXYLzy+dwSNzDrKxSm4nJ0SsU5KSQ9NJfv1H6JQDgGoo9NiczuRpPRm/43NutF9P7YHHeGDGJl5cVyeLzwsRxaQAjFBKYhLmR36G6U9/h65Fbdtz9yUycXpPJixt5nrje3Ru+Rp//HQ2P5p7kA1VLXJGUIgYpw4civlv/0S965tgtQKhYeH+y3O4dnpXJpbN5jrbRHbt/i33vb+Vl9cfkbnFQkQhKQAjnNqrD+ZnXgzdTzg5JbTNUOi6I5XJ03oyaWUVNxoPkt18B898+h7fn3OQZfvd6FIIChGzFIsV0x33YP7HGyijx7dtdzVZGfppPlP+k8eU8ne51jqeXaVP8K0PNvDcmloONcvQsBDRwhzuAMT5U0wmlPGTUUaMRp/xDvq708DjxqSrFG1No3B7CmVFh+lW8ghl3i78a/ndvGS7lut7pDG+qwtHnBwHCBGLlPRMzI8+hnH9bWj/+gfGujVA6H7kQxfm03utjx4lMyktmsauskk8XHo3l+X05caeCfROt6K0rjUohIg8UgBGEcXuwDT1G6iTbkB/dxr6rHfB68WkqxTuTKFwZwqVeY306vPf7Mt+hmWbb2HaxlsZ1qUrk4tcdEuxhrsLQogwUIp6YP7tn9E3rkN/4xWMrRsBiG+0MnBJLn3WBNhdvJzS4pnsqRnAMwunYnaN5druyYzp4sJpkYNIISKNFIBRSElIxHTvQ6g3TUX/YDr67PfB3QxAdnkC2eUJNCZ52d3rXfYUvcLeA1fw5N6bsblGM75bCqO6OEmymcLcCyHEpaaW9Efp2w9j03r06f/G2LAWAJs3jt7rsui1IZMDXarY3esx9lmfZMnG63lz3Y1c3rkn47u66Jthw6TKWUEhIoEUgFFMSUzC9I0HUG+9C33Oh+gf/gcOHwJCQzz9VuTQd1UnKvPL2Nf9MfbFqazdMoH/bJhI57ShjC5M5OruFuLC3A8hxKWjKApKSX/Ukv4Yu3aivTcNY9lnoGmoukLeniTy9iTRHO9jX9FMyrr/iz2HevLKgck0mCdwRX4XruriYmC+PdxdEUKchlLbJCsGnyvDMHC73SiKEhFX1xpaEGPlUvRZ72NsWnfC8z5rkAMFDewvrGdfloN9+lgq9FFkpg5naG4CQ3PtdHJFVzl4qOYwL771JvdPvZPMtPRwh3PBqaqKw+HA4/Gg69F3y6+j3z2n0xlR89EiLnfUVKPP/gB97myorzvh+bp0D+Vd69nfpZHdzr6UB8fgNo+lJLcbQ7PtXJ5lw2qOnmHiaM8bILkjFsgZwBiimMwoV45CvXIURkU5+pyZ6As/gfojQGgpiK47Uum6IxW/ReNg3lIq8z6iHIOtDYOYu3E4hu1K+mR3o1+Wjb4ZNuKtMlQsRLRT0jJCowl33ouxain63Nno69egtBYGKYcdpBx2cPnKbI6kNlCZ/08O5v0fu41s3i8bzvP6MDJThzIgO5mSTBtdky0yVCxEmEkBGKOUnDxM3/wu6j0PYny+Gn3RfPSVS1C8XiB0h5H80mTyS5MZisGR9DKqcrZQnf0n9vqT+aRsIP/W+mN1DKJrRnd6Z9jomWYl22WO2aMpIaKdEheHMnw06vDRGDWH0RfNQ180H3bvamuTXGsnudZO73WZjLAGqc75lEPZM6lq8VHa0JNVWwfQyAAyUwbRKzOVXmlWeqRaZTUCIS6xqCoAV6xby+JVK2lqbiYzLZ1rx46joHPeKdvvKS9j9oL5HKo5TIIrnpFDhzK034BLGHH4KSYzyuBhqIOHYXhbMD5fhb58MfrqZSgeT6gNStsRfvGGTEYqBvWpW6jNXE1txtMcrI1jzf4ezDF641GKSU7oQ35qAQXJNgqSLXROMGMxSXIXHZfkjrOnpKVjuvlOTDffGRpRWLYYffki2LWjrY3VZ6bzniQ670kCwGtroTbjE2oz36c2vYW91Vl8ENebOq0Ys70PmcnFFKakUpAcR0GShVS7SQ4ohbhIoqYA3Lh9G7Pmz+P6CdfQJaczqzas49Xpb/HDbz1IUmLiCe3r6ut59Z23GVxyObdPuZ59FfuZ8ckcnHYnl/XsGYYehJ9isx8bIg4GUbZvRl2/Bt/q5bB3d1s71VBIqXGQUuOgaGsaAAFzPQ0pC2hInU1Dspe6JNgXn8VSexcajQJMlgLinYWkJhSQnZhKlstMltNMhtOMI06RJC/CRnLH+VNy8jDddhem2+7CqKuBz1ehrF+L//OVKM3Nbe1sXjM55YnklIf+XkcDbtdO6lM30JDipTHJy6HEBJbE5/KeqSteJR+7rZCk+AIyEzvTKd5BlstMptNMqsOEWYaRhThnUVMALl29ioEllzO4pB8AU8aO54u9e1i5fh3XjBp9QvtV69eRlJDAlLGhVfAz0tKoOHiQJatXxmwSP55iNqOWDMBxxQi45yG0msMYWzZgbN6AvmU9xv5ylOMmr8cFTaRVO0mrdrZ7H81Uhjt+F+54P26XH48rQJPTRJUtga32ZOos6TTaM1CtmVji0rHb0nBYU4i3p5BgSyTBnkiC1YzTouKyqDjiVBxmBYtJikZxYUjuuLCUlDTUCVNw3Hg77qYmtNKdGJvWY2zZgL5tU7uCEMDZbMHZbCGn7Phi243X9jnuhBW44/14nAHcriD1DgdbbUkstqVSZ0nHZ8sizpqOzZqGw5qKy5ZCvC2ZeHsiiXYnrta84YxTccQp2M2qzD0UolVUFIBBTaOi6iBXDb2i3faiLoWUVRw46WvKKg5Q1KWwffuCQtZs2oimaZhMcnHD8ZSUVJSRV8PIqzEBhrsZY+c2jF07MHbtQN+zE+VQ9QmvM2kqCfU2EuptJ3nXFqAcKMdv0fBbgwQsOgGLRsCiETTrBM0GAbOK22TmiMlMUG19KCYM1YyhmjCUOFBVFEygqCioKK3/VlFQDb70MFD10J+GpjHG3cKhZxZRi9K2XWltp+igEHqdcvw/ioKqqKG7sKgmVJMZ1WzGFGdBtVhR46woVgeqzYlqT8DkTEZ1OMHuBIcTxRUP8fGQkIhik+UywkVyx8WlmEyoRT2hqCfcfEfoiueK/aHcUboTfdd2jL2lKF7fCa+1eeOweeNI/dJBZUgtUIumbiNg1fBbtda8oROI09DMOgEzBExmasxmqhQzgdb8oStmdNWEoZhANbfmDBMKKqgqqqGgEhrpCD2M9rnDAIIaoz0tVD2zmBpa2+hH8wYore2U1ryhGoCioCoKiqKGHiYTqmpCNcehmuMwWayoFitKnA3V5kC1xWOyJ6I6ElCcobyBw4kSnwCtD0U+a+I8REUB6PF40A2DeKer3fZ4p5Mv3M0nfU2z20280/ml9i50Xcfd4iHBFX/Ca4LBIEHt2E3Rjy7fUF1bE7WXyVutVnw+38mXqsgrCD2unhj6ucWDuWI/auUBTJUHUKsOoBwsx1xbhxo4/c3kLX4TFv/ZJDOt9XGhNF3A9zqRwamj1eNUgvFO9IQEjJR0SM3GSElDS89AT8tEz8jCcJ7sf4Jf7Sv3YYRTVZX0lNRzfr3kjovjtJ87mx1KBoQeAIaBWlONqWJ/KG8crEA5WIapugpTYzPKaT62Jl3F1KJiaznT5al0wH8uXTqFxgv4Xid3qk+HoYDmsKLFuzASkzHSsiAlCz21NXekZ6KnZcA5FomSO6JfVBSAbb50Zt/AQPnyxq9oH9p88td8umI5C5YtafvZEmfhJw9+m1ffmY4/cCGTSjSIg6yC0MMwcPh9JHg9xHtbiPe24PR5cfmacQQ9OPxe7P4A1oCG1a9jir5cc1pqQMdS1wR1TbCvAthwQhuPxUyd00WtM5kaVwLVCYlUxyfitcT27fuOfgfPm+SOjsOZDN2SoRuYNK1d3nB5W3D6W4j3N2MPtODw+7AFglj9OpZgbCUOxQCz24fZ7YOqWthZekIbTYFGh40aZxK1rkQOuxKpTkikzhmPrsb2hXkXLHdEsKgoAB0OB6qi0PSluSXNbg+uU5w5cTmdNDW7v9TeHVr80n7yIbnRVwxjxOAhbT8bhoEWDHLvrbfF3lH8BWYAXsBrGBAIoHg9KF4vis8Hfj9KwB/argUxAj4MzY8R9GLoQQwtgGEEwdDRdQ0NHd0w0BQFzdAxFBVNAV1R0BUVXQFNVTFUlWa/ny/Kyigs6IrFYSeIgq6qaCjoCgRR0BQDzTBC76sbaIZG0Aiia0E0PYAR9KHrAYygF6X1oQZbMAdbiAu0YNNasAVbsAe92AP+ULHrU7H4TFi9ZqxeM7aW0J+n4vAHcfjryT1S3257MDUFraA7WmERwW49CBZ0heOKwlg4ij8fkjsujkv5uQu0PtB18HlRWjwoPh+Kz4sSCITyRjCAEQiA5sMI+jGCPgwjiKEHMAwNQ9fQDR0Noy136BhoiooOGKoSGnNozRtun58d+8vo2qUrFoejNb+ooZzTmm80dIKGio6GZhjohkbQ0AnqQXTNj6EF0LRQLlOCXgh6UY/LHdZgKG84gl5sQS8Ovx+bX8fiM2HxmbF6TVhbzNg9cZi0k38PTAYku70ku6soqq5q266bTWh5BWgFRQS7difYrQd6RiYcN69ackf0i4oC0GwykZPVidJ9e+nT49gk7NJ9eyku6n7S1+Tn5LK9dFe7bbv27SU3q9Mp5/CYzWbM5mN/ZYZh4A4GyUhNi9ovSDSvBA+hFf2XvPUm142eelFW9NcNA7dfp9Gv0+DVaPDpHPD4OeKuo95TTZOnCrf3IAF/FdZgJZneSjI8h0jzHCGhScHVZMHVYMXVYMXhOXGYy1xbh7l2JaxdCYBhMqH0KEa9rB/K5QMx9e6LMzExavfh+d5JQ3LHxRHtueNQzWEWvfUm142546LdCcSvGTT5NBp9OvU+jXqvxj53M0fch2loqabZcxCvrwrdX0lKoJKMlirSW2pIaXaH8kajBVejlfgGK+Zg+2JHDWqoe0qJ21MKCz4GwEhJQe3TD7Vvf5T+gzB1yonqfRgpd+G5mKKiAAQYPngI02fOICerE/k5uazasJ76xgaG9OsPwJzPPqWhqYnbp1wHwJB+/Vm+bi2zFsxjcEk/yioOsHbjBqZed2M4uyGijKooxFtNxFtN5MQfLeAcQBLQ/kKCZr9GVXOQiqYg+xv8rGmopK5xFx7PLlzsJlPbRX5jOen1AZJqbSTV2EmusRMXPFZ0KJoG2zajb9sMb/+LoM2GMWAIRv8hMOgKlNS0S9X1iCG5Q3REFpNCqsNMquP4rS4gq107TTeo8WhUNgeobAqyqaGJqvo9NDbtgkApSWopnT27yW2oJrnOQlKtjeQaOwkN7S/MU+rqMBYvQFu8AIBgdi5ceRV6v0EYvUtQzFFTLohWUbNHS3oV42nxsGDZUprczWSlpXPPrVNJbl3Hq7G5mfrGhrb2KUlJ3Hvr7cxaMI8V6z4nweViyrjxsoyDCBuXxUS3FBPdUqyAE0gGeqPpBgebg+w+4mdXrZc1NfupbdhAPFvIUDZR2LSTrMMKaVUO0g+6iG88bgjY6yWwbBEsWxT6uWdvlGFXoY4Yg5KRGZZ+djSSO0QkM6kKmS4zmS4z/bIA4oFsYDhuv87eej+lR/xsqGmisnYr/pZNpJo2k6ttoktNNWnVdtKqnKRVOdsdTFJ5AN87b8A7b4DThTLkStTho1H6D0aJi657wscqpbZJj+1zoOch0m7ofraifRgHIvem7rphsL8hwNbDPjYdcrOvehOW4GqyTGso8K0jt1Il64CLzAPx2E9xhaRSfBnqmGtQRo5B+dJVsJEiUm/oLrkjskVq3gBw+3V21PrYUu1la9Uh6upXka6uIVtdTbe6cjIrQnkjrcqJapzkO+WKD90wYOxElF59Iup7d7xIzR0XUtScARQilqiKQn6ShfwkC5OK4jGMTCqaRrPuYAtrKpqYa1pDev4Sck2L6XpkL9n7Esjdl0hS3bGLFIxtm9G2bYYX/jd0VnDSDSjFl8VsMhQiFjgtKgM62RnQyQ4lyfiC3dl6+DbWVrYw01KBlrCInMuWUKAtJ68CcvYl0qk84dgyXc1NGJ/MRPtkJmTnol4zJVQMJiaHt2PirEkBKEQUUBSF3IQ4chPiuK5HAn6tExuqxrP8QAvTjV0kXTaP/H5zKXRvJ293EnmlySQeaZ0D5PdjfDYP7bN5kF+I6bqbUUaNR7GdbPFuIUQ0sZpV+ney07+THQakUNXck5UHvs6y/Q3M15eR13keXZT5dKkMkleaTM6+hGNDxZUH0F/5O/q/XkIZOQbTdbeiFPUIb4fEGZMh4PMgwziRL5KHcs6EqqpYbXZW7atj4d4m1pTtJoNZdDXPouBIJV2+SCZ/VzJW35eOBRMSUSffiDrlpg59ZB+pwziSOyJbtOcNCO1Dn2Jh7o4aFuw5Qm3dEgrjZlHAQgr2WSnYmUxm5YmLniu9S1BvuQNl4BUoHXiplUjNHReSnAEUIsqZVIXLs+z0zbDiH5jKqoo+fFL6XZb71tBt0Lt0HTyHwr0Wum1LI+1Q69p3jQ3o015Df3daaIjnlq/JFcRCxJhku5kpPRKYXOSiqvlW5u2ZxILdh3B0nkVR13cpaN5O122pFOxMaTuINLZuRNu6MTSacMc3UK4c1aELwVgmBaAQMcRiUhiR52REnpNq90TmlA7nk9KfkNL5A3p2nUaXui/ovjmNvN3JqLoCfh/6h/9B/3gG6qQbUG+7GyWp454RFEJcHFmuOO7um8TXLkvk84PfZtYXd/FWy+f0GPAWRQM/pnCXkx6b04/d971sD9p/PwF5XTDd9U2UYVfF7Jm2jkoKQCFiVIbTzNdLkrmjTxKLy/N4d9vXWeucT5+Rr1EwaDM9NqVTuCM1tIhsIIA+4x30ubNQb5yKetNUFLvjq3+JECKqqIrCoGwHg7IdHGwex4wdQ/lw9/fJ7/oWPXq8ReF+g17rM0irbh1NKN+H9uRjKN17od7zEGpJ//B2QLSR87JCxLg4k8LVBS6em5TD/xt1O9WJb/Gu+iIzhxQw647t7OhbTdDcOo+rpQX9zVcJPnAn+rzZGFE4v0sIcWY6ueJ4aGAKr9x4OQN6/YL52jxmZN3PzOvq+Wzybmoyj90y0fhiO9rPv0/wtz/DqNgfxqjFUVIACiGA0KTofll2nro6i1+MnURj0mu8Z7zKx4PymT11O7uKa9DV1gsW6mrR/vLfaD96CH3XjvAGLoQIK5fFxNQ+Sbx2Q3dGXvYIn2ofMyvtQWZPqWXxNXuoT2lpa2usXErwO19H++cLGN6W07yruNikABRCnKA43caTYzL5xdUTOOj8JzP4O3OHJfLxbTs40KW+rZ3xxXa0HzyA9tzTGO7m8AUshAg7m1nl5l6JvHJDEVcUf59PAnP4OOtOZt9UzqpR5bQ4AqGGwSD69H8TfOhu9FXLwht0DJMCUAhxSn0ybPx5fBbfGTGFTabpfBT3a+aOa+HTa0tpSG49ejcM9I8+IPjtu9FXLA5vwEKIsLObVab2SeLl67vTreBnzPDOZl7BVXw0dQfb+h1CU1unjhw+hPab/yL4h8cxjtSFN+gYJAWgEOK0FEXhilwHL1zbmYmX380nvpnMT7uDj27ew/orKgiYtVDD2hq03/2C4B9/g9HUGN6ghRBhl2A18dDAFP567eXoqX/kA9/rfDogjTm37eRgblNbO2PppwS/83X0JQvDGG3skQJQCHFGzKrCjT0TePm67qTl/IwZLe+yqLiAObftpDLvWMFnfDYvlMzXrQ5jtEKIjiInPo7fjs7kkZFj+FyZxnzLj5k/8TArR5fhswVDjRob0P77CYJPPYHR1HT6NxQXhBSAQoizkmw38ZNh6Tw2ZihbTa8x3/xzFkw4zMrR5fgtrcm8rhbtsR+hvfAsht8X3oCFEB3C0FwHL17bmZKi+/nQ8z5LCvrx8W072F9Y39bGWLyQ4MP3oG9eH75AY4QUgEKIc3J5lp0Xrs2hX9G9fOh5n2UFvUNDO52PnQ3UZ7xD8NFvYxysCGOkQoiOwmZWub9/Cn+6poR9lueYazzJp1cfYfnVZccOIA9Xo/38EbRpr2FoWngDjmJSAAohzpnFFErmT44rYYf5HyxU/4sF1xxk3bAKNFPrRO/duwj+v2+iL1sU3mCFEB1GtxQrz03K4cqeU5npeY+VXYqZc+sXHMpuXU1A19FffxntiR9jNBwJb7BRSgpAIcR5K0638ffJORTl38csz9usLE5j3o27aEz0hhp43GhP/hLttefliF4IAYQWob/n8mR+P64vW9QXWWR+hIWTytg86CC6Elpz1Fi/huD3v4Wxa2eYo40+UgAKIS4Iu1nlkaFp/GD4YBYH3mCl6ybm3bSLsm7Hjt71d95A+9WPZZK3EKJN73Qbz0/KISv7IWa3vM7KEhuLJu8+tm7g4WqCP/4O+oI54Q00ykgBKIS4oIbnOXluUhcaXY8zP/gUS0bXsG5YxbEj+nVrCD76kNwOSgjRxmlR+dmVaXxj0Ag+aZnG2owhzL3pi2O3kwv40f78+9AogtyC8oKQAlAIccFlueJ4enwnLiu4hVmeaawtdvHZtbvxHl3y4UA5wR8+KFf6CSHaKIrCpKJ4/jShO9vUZ1lq+h4Lr91Daa+atjb6O2+gPfkYhtcbxkijgxSAQoiLwmJS+P6QVB4YMpC5LW+wPr0/82/cdewOIs1NaL/8EfriBeENVAjRoRSlWvnbpBysqd9hnv//WDGikc+vPHBsFGHFYrSff18uDjlPUgAKIS6qCV3j+cO4ItYZf2W1dSrzbyil8uhSMcEA2lO/Qnv/rfAGKYToUBKsJp4cncngbpOY7X6ddcUOlkzcSyAudBGZsXMbwUe/g3GwMsyRRi4pAIUQF11xuo2/TuxMneNnLNF+weIJ5ezuWdv2vP7Sc2j//AeGYYQxSiFER2JSFb4zMJVvDhrIHM/rbOzUjYXXl+I5enFI5QGCP/kOxr7d4Q00QkkBKIS4JDKcZp4Z34nE9K+zwPcsK0bUsHlgVdvz+vTX0Z97WiZ4CyHamVQUz+OjerI08CIbEka2TiVpnQNYV0vwJ99D37E1vEFGICkAhRCXjCNO5bejMrgsfyJzPS+zrp+fz4cfwCB05k//eAbaX/4gawUKIdoZmG3nT+O7sJk/sc5yCwuvK6U2o/UKYXcz2i9/gL5lY3iDjDBSAAohLimTqvDDoamMKx7Ox57X2NArjpVjyo9N8F4wB+3p32FowTBHKoToSLomW/jLhBwq4n7JKh7is8l7OJTduqZoSwva44+ib/w8vEFGECkAhRCXnKIo3Hd5Mnf2688c92tsKUxg+dgyNDU0/Gssmo/29O/lTKAQop1OrjiemZCN2/kwy/VHWTJx77H7j/u8aL/+KfomWV7qTEgBKIQIm5t7JXL/4Mv4xPMqW/NTWTZ+X/siUIaDhRBfkmwz8cexmRgJ97Ek8DhLxpdRkd8QetLnCxWBWzeFN8gIIAWgECKsJhfF870rejGv5WW252a0LwIXfoL23J/k6mAhRDvxVhNPXZ2FLflOlgaeYNnYcirzWs8EelvQnngUfee28AbZwUkBKIQIu3GFLh4e2oN5LS+xPTeDFWPLjs0J/GQW+it/kyJQCNGOI07l96MzsSdPZUng1ywbt4+DucfNCXzixxhle8MbZAcmBaAQokMYe7QI9LzAtrxkVo4pP3Z18HtvoU//d5gjFEJ0NPbWItCRfBvLAr9k2YS9VHdqDj3Z1Ejwlz/AqJLFok9GCkAhRIcxttDFQ0N6MtfzItsKHawdcaDtOf1fL6LPmx3G6IQQHZE9TuW3ozJREr7GiuCjLLlmL3VpntCTdbUEH38Uo6E+rDF2RFIACiE6lInd4vnGgGLmuV9ga0/YOOTY0bv27P+gr1kRxuiEEB2R06Ly5JhMvI77WGs8wKJJe2hMal0sumI/2m/+C8PrDW+QHYw53AFcCB5vCzPnzWVb6S4AirsVcd24CdhttpO21zSNuYsXsWNPKXX19disVrrlFzBx1GgS4uMvZehCiJO4qWcCbn9fZm55HlPf+7C7D9N9SzroOtofHkd56q8oRT3O+/dI7hAieiS0XhjyyCcPsylYj3nSu4z9oAi7Jw5jx1a0//k1pl/8DsVkCneoHUJUnAF868MPqKw+xH23TeW+26ZSWX2It2fOOGX7QCBAxaEqrh42nP93zze5+8ZbqDlSyz/fnX4JoxZCnM5dlyUyvNsgFrY8y9orDlNeWB96wucl+JufYhw+dN6/Q3KHENEl2W7iD1dn8QU/Z5ttNIsn7cFvCS0lZaxaiv7K38IcYccR8QVgdU0NX+zZw80TJ5Ofk0t+Ti43XzOZHbtLOVxbe9LX2Gw2vjX1Tvr2KiY9NZW8nByuGzeBiqoq6hsaLnEPhBAnoygK3x2YQveckSz1/o5VY8o5nNU6ubuuluCvf4rR4jnn95fcIUR0yo6P48kxnfg8+CQ7E3uxfNy+tlUF9A+mo81+P8wRdgwRPwRcVnEAm9VKXnZO27a8nBxsVitlFQdIT009o/fx+nwohBL8qQSDQYLHLUp7dFkKRVFQFOXcOtCBHe2ToiioasQfK5xUtPcx0vunqvCz4Rn8eN4NrG6owjz+WcZ9UISr0Qp7d6P971OYfvqrc3pvyR0XT6R/7r5KtPcPIr+P3dPsPHZVHk8seBZbp7txjjjAoMWdAdCf/1+M/ELoUxLmKMMr4gvAZrcbl8N5wnaXw0mTu/mM3iMQDDLns4WU9O6DzWo9ZbtPVyxnwbIlbT9b4iz85MFvY7fbozKJH2W328MdwkVjbd3fVqsVh8MR5mgunkjehw7gT5MKuP/9B9jiL8d6zSzGftANi9+MvmYF5zqbR3LHxRfJn7vTiZW8AZG9D0d2c/CDgMpfFz+HtcfXcDVU02tjBugawT//DvMr74Q7xLDqsAXgvCWL2yXMk/neN+4N/cdJ8qeBgXKyJ75E0zSmzXgfwzC4Yfw1p207+ophjBg85NjvMAy0YJCWlpav/D2RSFEU7HY7LS0tUbsIr8/na/vT4zn34cSOKlr2oQX4/ZgsHv7ol8THl+MYu52RHxeedA6L5I7wi5bP3alEe96A6NmHY/Nt7Ot9GQu3/xnLoAdIPGIjuzwBo7Ex3KGFXYctAIcNGEhJcfFp2yQnJnGwuppmt/uE59weDy7niUf3x9M0jTc+eI+6+nruv/Nrpz2CBzCbzZjNx/7KDMPAHQxiGEZEf0FO5ehpf8Mw0HU9zNFcHEf3W7T2MZr2YbbLxGMjs3l8wZ9xZn+NxKGV9NtQdEI7yR3hF02fu5OJ9rwB0bUP7ylJpLxhJCuqHsc65leM/aAIi2IhLtyBhVmHLQCdDgfOMzi1np+Ti9fnY39lBZ1b5/KUV1bg9fnIz8k95euOJvDaI0e4/86v4bRH92l8IaLB5Vl2HhhUyD/X/gV7n7toytrL1V9qI7lDCHE8VVH46bA0Hpl7Kxs9O7Be8x9Ui4vrwh1YmEXezM4vyUhLo3thIe9+/BHlFRWUV1Tw3scf0bNrt3aTuJ9+4Xm27NwBgKbrvP7+u1RUHeT2Kddj6AZNzc00NTe3m6gthOh4ru0ez4hu/VjifZLqTr5zfh/JHULEDnucym+uyuQLfswuZwmVjlMf5MWKDnsG8GxMnXIDH86fy8tvvwlAr6LuXD9uQrs2h+tq8bbO22hobGR768Kvz776Urt2999xF13z8y9B1EKIc/XtASk8emQiH9b35o7zeB/JHULEjkyXmV+MyObxBU9jCdh4KNwBhZlS26RH3wSUS8QwDNxuN4qiRO08HofDgcfjifg5IKdyqOYwL771JvdPvZPMtPRwh3PBRfM+rPUEeW5tHY+PzMDpdEbU1bSSOyJbtOcNiO59+J9tDejAbcWJEZc7LqSoOAMohIg9qQ4zT1yVGZUFlBDi4rmlODFqD77ORsTPARRCCCGEEGdHCkAhhBBCiBgjBaAQQgghRIyRAvA8HL8YaDQ6ukhttPYPQqvdW+IsUTsJONr3YaR+ByM17jMV7Z+7aM8bEP37MNq/g2dCrgI+D36/H7/fH+4whIh5FosFi8US7jDOmOQOITqGSMsdF5JcBXwegprGX155iR/e/yB2my3c4VxwXp+PPzz3f/zsuw9/5a2uIlW09zHa+9fi9fLnF//BD+9/kEhK4ZI7Ilu09w+iv4+RmjsuJCkAz4OqqjR73KiqGpVDAYqi4A/4URQlKvsH0d/HaO/f8d/BSCK5I7JFe/8g+vsYqbnjQordngshhBBCxCgpAIUQQgghYowUgOfBbDJx9ZUjMJtM4Q7looj2/kH091H61zFFatxnSvoX+aK9j9HevzMhVwELIYQQQsQYOQMohBBCCBFjpAAUQgghhIgxUgAKIYQQQsQYKQCFEEIIIWKMLAR9lhYuX8qO3aUcPHQIk8nEr37w6Fe+xjAM5i9dwuqN62nxeuncKZsbxl9DZnr6JYj47Hi8LcycN5dtpbsAKO5WxHXjJpz2bgXTZ81k3ZZN7bZ1zs7mu1+/96LGeqZWrFvL4lUraWpuJjMtnWvHjqOgc94p2+8pL2P2gvkcqjlMgiuekUOHMrTfgEsY8dk5m/7tLivjxWmvn7D9h/c/SEZq2sUO9aztKS9n8aoVVByqoqm5mbtvuoXe3Xt8xWs63v6L9rwB0Zc7JG8cI3kjOkkBeJY0TeOyHr3Iy85l7aYNZ/SaRatWsHTNKm6dPIW0lBQWLl/GS2+/yaP3P4S1g91i560PP6ChqYn7bpsKwHtzPuLtmTO459bbT/u67oWF3DppStvPpg5yaf3G7duYNX8e10+4hi45nVm1YR2vTn+LH37rQZISE09oX1dfz6vvvM3gksu5fcr17KvYz4xP5uC0O7msZ88w9OD0zrZ/R/3ogYewWY599pwOx6UI96wFAn46ZWYysG8Jr7//7le276j7L9rzBkRX7pC8cXKSN6KLDAGfpXEjrmLE4CFkneFRuGEYLFuzmtHDrqRPj55kpWdw2+QpBAIBNmzbepGjPTvVNTV8sWcPN0+cTH5OLvk5udx8zWR27C7lcG3taV9rNpmJd7naHg67/RJFfXpLV69iYMnlDC7pR0ZaGlPGjicxIYGV69edtP2q9etISkhgytjxZKSlMbikHwP7lrBk9cpLHPmZOdv+HeVyONvtr456O6QeXbsxYeQo+vQ4syTcUfdfNOcNiL7cIXnj5CRvRBc5A3iR1TXU0+R2U9SlsG2b2WymoHMeZRUHGNKvfxija6+s4gA2q5W87Jy2bXk5OdisVsoqDpCemnrK1+4pL+O3zz6D3WqjIC+PCSNH4XI6L0XYpxTUNCqqDnLV0CvabS/qUkhZxYGTvqas4kC7fQVQVFDImk0b0TStQ5ydOOpc+nfUs6++RDAYJCMtnTHDrqRrfpeLGOmlE0n773QiKW9AdOUOyRunJnkjukgBeJE1N7sBiP9SQot3OjnS2BiOkE6p2e3G5Tgx8bocTprczad8XY+uXenbsydJiYnU1dczb8kiXpz2Bg/fcx9mc/g+Yh6PB90wiHe62m2Pdzr54hT9aXa7T7KvXOi6jrvFQ4Ir/qLFe7bOpX8JLhc3XTOJnKwsgprG+i2beWnaG9x/590U5p16flOkiKT9dzqRlDcgunKH5I0TSd7oOPvvQpICEJi3ZDELli05bZvvfeNecjtln/svUdr/aJy46aI50/4BJw3KwEA5TbQlvYrb/jsrPYPcTp146m9/Zcfu0jM+BX9RnfB3f/r+nKx9aPOl2mNn6Sz6l56a2u5sTH5OLvWNjSxZvTIqEjlwyfZftOcNiPHcIXmjjeSN6CQFIDBswEBKiotP2yY5Memc3tvlCh1VNDW72x1FNLvdl2yY40z7d7C6mma3+4Tn3B7PWcWa4IonKTGRmiN1Zx3rheRwOFAVhabm9ke1ze5T98fldNLU7P5SezeqqnaIuUnHO5f+nUxeTg7rt2650OGFxaXcf9GeNyA2c4fkjTMjeSPySQFI6Eqmi3U1U0piEvFOJ6X79pKTlQWE5mDs3V/OxFFjLsrv/LIz7V9+Ti5en4/9lRV0bp3LU15ZgdfnIz8n94x/n7vFQ0Nj4wlDDJea2WQiJ6sTpfv2tjubULpvL8VF3U/6mvycXLa3LmNx1K59e8nN6tTh5oGcS/9OpvLQobDvqwvlUu6/aM8bEJu5Q/LGmZG8Efk65iU8HVh9QwOVh6qob2xENwwqD1VReagKn9/f1ubpF55ny84dACiKwpWDBvPpimVs2bmDqsPVvDN7JnFxcVxe3Dtc3TipjLQ0uhcW8u7HH1FeUUF5RQXvffwRPbt2a3f6//j++fx+Zi+cT1nFAerq69ldVsY//zMdh8NBn69Yd+lSGD54CGs2bmDNxg1U19Qwc/486hsb2ibRz/nsU96e+WFb+yH9+nOksYFZC+ZRXVPDmo0bWLtxAyMGDw1XF07rbPu3dM1qtn6xk5q6Og4dPsyczz5ly84dDBswMFxdOC2f39/2HYPQcg2Vh6qob2gAImf/RXPegOjLHZI3JG905P13ocgZwLM0d8nidguXPvvqywDcf8dddM3PB+BwXS1en6+tzVVDriAQCDJj7pzQgq7ZOXzz9js65FpeU6fcwIfz5/Ly228C0KuoO9ePm9CuzfH9UxWFqsOHWbdlM16vl3iXi8K8Ltx5/U0don8lvYrxtHhYsGwpTe5mstLSuefWqSS3rnXV2NxMfWNDW/uUpCTuvfV2Zi2Yx4p1n5PgcjFl3PgOuxbU2fZP0zQ+WriAhuYm4sxmMtPSuefW2+nZtVu4unBaBw4ebLcA7eyF8wHo36cvt107JWL2X7TnDYiu3CF5Q/JGR95/F4pS26Qb4Q5CCCGEEEJcOjIELIQQQggRY6QAFEIIIYSIMVIACiGEEELEGCkAhRBCCCFijBSAQgghhBAxRgpAIYQQQogYIwWgEEIIIUSMkQJQCCGEECLGSAEohBBCCBFjpAAUQgghhIgxUgAKIYQQQsQYKQCFEEIIIWKMFIBCCCGEEDFGCkAhhBBCiBgjBaAQQgghRIyRAlAIIYQQIsZIASiEEEIIEWOkABRCCCGEiDFSAAohhBBCxBgpAIUQQgghYowUgEIIIYQQMUYKQCGEEEKIGCMFoBBCCCFEjJECUAghhBAixkgBKIQQQggRY6QAFEIIIYSIMVIACiGEEELEGCkAhRBCCCFijBSAQgghhBAxRgpAIYQQQogYIwWgEEIIIUSM+f/80Bcz+RuBFAAAAABJRU5ErkJggg==",
"text/html": [
"\n",
" <div style=\"display: inline-block;\">\n",
" <div class=\"jupyter-widgets widget-label\" style=\"text-align: center;\">\n",
" Figure\n",
" </div>\n",
" <img src='data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAoAAAAHgCAYAAAA10dzkAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAA9hAAAPYQGoP6dpAACt4ElEQVR4nOzdd3wb9fnA8c/dact7xTNecTbZe5A9IAmzQEpLCxQK/IBSRilQSlsobSlQZoGWtpS27JlB9t6L7L2dxHEc24mHJNuydPf7Q44TZ5HhRJb8vF8vvWyf7qTnm5OePHff731PKa3UDYQQQgghRLOhBjsAIYQQQghxeUkBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzJiCHUAo03W9/ndFUYIYiRDNk2EY9b+raugcz0ruECK4QjV3NCYpAC+Sx+MJdghCNHsOhyPYIZw3yR1CBF8o5o7G0jzLXnFOFEXB6XSG9RmKw6Ul/Plvb3O4tCTYoVwSzWEfiqYn3D934Z43IPz3oZAC8KIc+2KE6xdEUZT6R7gyDANvrbdBd0A4Cfd9GKrfwVCN+1yF++cu3PMGhP8+DPfv4LmQAlAIIYQQopmRAlAIIYQQopmRAlAIIYJkfVF1sEMQQjRTUgAKIUSQ/HnxQYpcvmCHIYRohsJqGpilq1exYPkyKl0uWiQkMnb4CLIzWp523Y3btrJszWoKi4rw+X20SEhk+ICBtM7JvcxRCyGCLVi5oxVv8Nv5j/HKqGRsJjkeF0JcPmGTcdZt2czkWTMZ0q8/P7vjLrIyMnjv048pKy8/7fp79u8jLyub22++hQdv/wk5mZm8//mnFBw6dJkjF0IEUzBzRwflM3TX57y0tCSsrygVQjQ9YVMALlqxnB6du9Crc1eSEhIYN3wk0VFRLFuz+rTrjxs+kkF9+pKRkkpCXByjBw0hPi6OLTt3XObIhRDBFMzc0WNhOv2sz7LpwDL+t+H0BacQQlwKYdEF7PP7KThUyKA+fRssz8vKIb/gwDm9hm4Y1Hi9OOy2M7+Pz4fP76//+9gR++6jteTGWS4g8qbtxHmSwvVWOeHexnBvH3BRZ86CnTvS8qPobI/D2+MhvtjwIS2jOzMkO+ICWtK0hPvnLtzbB82jjc39rHtYFIAejwfdMIh0NkyckU4n292uc3qNhSuWUeutpVPb9mdcZ+7SJcxevLD+b4vZwuP33MdzC4p4fVw2yZHhVwQC2O32YIdwyVit1vqf4XxLoHDdh4Zh4Ha7L3j7YOcOgA5rWlAZm09VzoP8Zcl/SI/rQOcU5wW0pukJ189dc8kbEL778GJzRzgIiwKw3kkTehsYKCcvPI21mzcxa9FCfnTjTUQ4z5x4h/Ttx8BevY+/vmHg9/lI8v2LR765k1dHpxFhCZ8jJUVRsNvtVFVVhe2RUk1NTf3PcLw3a3PYh40iSLnjmJ7zMnBH7MaT8Bi/nPYmr1+VSXqU+fzb0USE++cu3PMGhP8+FGFSADocDlRFodLV8Ijd5facNSlDYAD4F1Mm84PrbiAvK/us65pMJkym4/9khmHg9vnoanmH2a44npl7I38YmoRFC48i8Nhpf8Mw0HU9yNFcGscSW7i2Mdz34cXexinYuUMdOQZ9wmdousqAGVlUX7cCj/1Znpj1HK+NSiXWrl1444Io3D934Z43IPz3YXO+BdwxYVGpmDSNtOQUdu7d02D5zr17yExLP+N2azdv4rNvJjH+muto2yrvgt+/2+JU+tt+TVHJPP60uAS/LkdLQoSCYOcO7a4HULr2BMBabeLKKTlc4Z9IovevPDWnCLc3/P7jFUI0DWFRAAIM6NWblevWsnLdWg6XlDBp1kzKKsrp3bUbANPmzeWTSRPr11+7eROfTp7ImKHDaJmaRqXLRaXLRXX1+c/Mn7Ujjs7fxjPU8XM2H1jJGytL5ZS5ECEimLlD0TS0J5+FzMAZxMgKK1dOzaan9g6a67/8dv5hvH4pAoUQjS8suoABOrdrj6fKw+zFi6h0u0hOSOT2m8YTGx0NQIXLRVnF8WkWlq9Zja7rTJgxnQkzptcv79axEzePHXfe799hdTLVDh/+dv/H1F3/xmnuzF1dY+U0sxBNXLBzh+KMwPTsS/gevQ9KDhNX7KDfjEz8o/7IvNJonltwPb8ZlIRJlVwihGg8Smml9FdeqGNXEdV+bxRUeTAwWDZ0H1tyLUxz/5sbrujIbZ1igh3mBVNVFYfDEbhSMgzHgAAUlRTz7scfcvf4W2mRkBjscBpduO9DRVEwDAOn0xlSB1vHcsex+AGMvbvxPX4/1F19vD+njMVDC5hT8wqt0q7iif6JaCFSBIb75y7c8waE/z4M1dzRmMKmCziYtBvHA6Cg0HtuS/L2VTPSeRefb9jKxxvLghucECIkKFk5aL99AeqmGMnYHUOvhckMtj3CtgOzeXGpjC8WQjQeKQAbgfr9O1Cvvjbwu6HQb2YmeQWVjHTczUfrtkkRKIQ4J2r7TmhPPQ91VwznbIun1+IkhtofYtO+ObwkRaAQopFIAdgIFEVBvfdhlEHDAdB0lf7Ts8grLGWU4yd8tG4rH2wokwtDhBDfSe3RG+2xZ6BuGo5WmxPouTSOYfYH2bhvNn9eIkWgEOLiSQHYSBRNQ3v0Vyj9BwFg8qsMnJ5NXuERRjl/wmfrt/CvtVIECiG+mzpwCNojv4K6sUmtNybWF4Fb98/g9wuLqfVLLhFCXDgpABuRopnQHv8tSp8BAJh8KgOnZdPmQBmjnT9mypZ1vLnyCLoUgUKI76AOGYn20BMNisA+ixIZan+QfYUTeWZeEVW+8BucL4S4PKQAbGSKyYT2xLMofQcCoPkD3cFt9lYx2nE7C3eu4o+L5OhdCPHd1BFXoz38VH13cO6WePrNS2Gw9RccLfmEX84qoqLGH+QohRChSArAS0AxmwNF4MChQGBMYL9ZmbTfDqOdd7DlwHyeniuz/Ashvps6bDTao7+uLwKzdsQxcGYGg8zPoFa8zcPTCyly+b7jVYQQoiEpAC8RxWRC+8WvUYaNBgJXB/ean0GndXZG2O+ltGQiD88o5LBbErcQ4uzUwcPRnnoOTGYA0vKjufKbHPrxBi1qnudn0w6wrbQmyFEKIUKJFICXkKKZ0H7+JOp1N9cv67w8lZ6LkxhiewyH5288OO0g20okcQshzk7teyXasy+C3Q5A0qEIhk5oRQ/vp3RWHuKXM3azaJ87yFEKIUKFFICXmKKqqHc9gPrjn9Yvy9ucQP8ZWfTRXqeN8Wsem7mfOXtcQYxSCBEK1M7d0f74OsTEAhBdZmP413l0ObqMwbY7eHHhRplySghxTqQAvAwURUG7+Ta0R38FmgYEunCGTmhFl5rJDLb+hFeWbOPd1Udkfi8hxFmpeW0xvfQOpGUAYPeYGTKxFV33HGSM8/t8s3E+v19YTFWtjDEWQpyZFICXkTp0NNrvXgJnBACxpXZGfJVHh+LtjHWOZ/bWJTwxp4ij1XJVnxDizJSUVEwvvY3SsTMQmHe03+xMeq80Mdp2J4WF/+HBqQc5UFEb5EiFEE2VFICXmdq1B6aX34GUNABsVWaGTM6l82YfVzl+TFXp+9z3TQHri6qDHKkQoilToqLRfv8Kyoir65e1X9uCwdPTGaw8T7r3SR6csou5e2V4iRDiVFIABoGSkYnpL39D6dwdAFVX6L44nf5zUxhg+iPt+QVPzdrJ/9aXSZewEOKMFLMZ7aEnUO+6v36amJT9UYz8ojW9ymYwxPoD/rpkOa8uK6FaJo0WQpxACsAgUaKi0Z57CfWG8fXLMnfGMuLLPLpWzGWM82a+2biQR2ceotAl3ThCiNNTFAXt+vFov38FoqIBcLosDJ3Qij6bjjLW8X225/+b/5tSwHaZKkYIUUcKwCBSNBPaT+5He+JZsDsAiCqzMeKrPLptquYqx4/Ryl/jvm/ymbKjUq7sE0Kckdq5G6bX/4nSriMQmIC+69I0hk5LYYjxB1rV3s8vpm/kf+vL8EnPghDNnhSATYA6cAim1/8JOXlA4PZx3ZakMXhaBv38f2ew5Ue8t3I5T84pkhn/hRBnpCS2QPvTGw16FlL2RzH6szb027+GsY4bmLv5M342rZBdR71BjFQIEWxSADYRSmo6ppffRr32pvplKfujGP1pW3rsKmCs4xZqS1/n7kl7+XxzuYwNFEKclmKq61l49iWIjQPAVm2i/8wshsyNZJT6OKlVD/DI1PX8Y80RamRsoBDNkhSATYhisaL99GeBxB0XD4DFq9F7bkuGTEunf+3fGGG7ia/WzeL+qYVsPCxXCgshTk/t3hvTX/+N0ndg/bLMnbFc9Ulbrty7imsd17J2+7vcNfkAS/Z7ZIiJEM2MFIBNkNq9N6a3/osyZGT9spT9UVz1aRv6bqhgjO1Okqse56mZG/jT4mKK5X7CQojTUKJj0X71PNqjT9fPP2qrNtF3TiYjpiYyouYluhvjeWPRTJ6ee5h95dItLERzIQVgE6VERmJ67Ndov/4jxCcCYPJpdF6eyqjPW9O/aA7XR4yjqOANfjJxN/9eexS3V7pyhBANKYqCOnQUpnf+i9J/cP3y5AORjPqsNUNXlXKt+cdYjjzMQ9+s5o0VpTIZvRDNgBSATZzaZwCmd/6LOvaG+nm+ospsDJ6Sy9BpLRhc9TZX28eybNt/+NGEfD7bXC5jeoQQp1DiEjA99VzgoDKxBRC4Urjd2iTGfNyWETuXcL19LAfyn+Ourzfx/jo5qBQinEkBGAIUhxPtvocxvfouStuO9ctT9wWu7huy0MQI/7MMMV3P9PUf86Ov9/PllnKZ+FUIcYrAQeX/UG/5EZjMQOCORD0XZjDm82yuKviCMbarWL/tz9zx9Vb+t75MCkEhwpAUgCFEyW2N9uJfA+N5EpIAUA2FnK3xjPm4LUOX1nCV/hQDtOuYtu5//OirvfxvfRkVNdKdI4Q4TrHZ0H50N6Z3/ocyYEj98qgyG/1nZjHuixTGHvwfoywjWLvteW7/agP/WHOEI1Uy3liIcGEKdgDi/CiqijJ0FEq/QegTPkX/4iNwu9D8KnmbEsjZEsfeNkfJ6PwbCm1vsGLrD/li0w0MzmnBdW0jyYy2BLsJQogmQklJxfTks+ibN6D/+28Ym9YBEHPEzoCZWVwRW02bLp+yM/d9duy8gXu2/pCemW24oW0UreKsQY5eCHExpAAMUYrNhnbLj1Cvvg798w/RJ38J1VVoukrulnhytsRRkFVOzhV/pSD5bXbuu4ZHdt1CTmJbxuRF0j/DgVlTgt0MIUQToLa/AuWFNzC+XY7+wb8wtm8BIPqojd5zW3LFCi87OsxiV9tP2VU4gOfyxxMbO4ixraO5MtOBRZPOJCFCjRSAIU6JjEK7417UG8ajf/Ux+uSvoMqDgkL63hjS98ZwNL6KXe2n0anVR+yv7M6Hy27grytHMDgrnuE5EbSOs6AoUgwK0ZwpioLSow9K994Yq5ahf/IfjC0bAXC4LXRekUKHb1uwP3cXu9o9wl5bHFNWXc8/V11H36wcRuRE0DZecokQoUIKwDChRMeg3X4v6vd+gD51IvrEz+BIKQCxpXZ6LEyn89IUDuQcYk+b31OQ/Hvy80fw+51j0Bx9GJIVxZUtnWTFmCWBC9GMKYqC0rMvas++6JvWo3/xEfqKxSiGgcmvkr09juztcZTHVLO3zcfsbfUOuw9047U9Y6m1jmBgVgqDsiPoaLcHuylCiLOQAjDMKBGRaDf9APW6mzEWz0Of+DnGts0AmH1affJ2R3jZl7uc/bnTOWizs3PHMOZsHorq6Euf9Bj6pDvo1EISuBDNmdqhE2qHThiFBeiTvkCfNRXcLgCiy2x0Xp5Kp+UpFKeUsK/Vq+zLfJ7du3rx523D0O0j6JGeRp90O+0TrGiqHFgK0ZQopZVyU9kLZRgGbrcbRVGa9G2UjF070KdNQJ83CzzuU553R3gpyCrnYGYFBckGBUYfCnwDOKr0p31qHl2SLHRqYaVlVPidHSwqKebdjz/k7vG30iIhMdjhNDpVVXE4HHg8HnQ9/KbyOPbdczqdIfXZDJXccTKjuhpj4Rz0mVPqLxhp8DwGJcluDmZWcCDDxe6o1hT4B3BUGUBWUje6p0bQJdlGaoQppPbXycI9b4DkjuZACsCLEGpJ3KipwVi6EH3udIw1K8F/6vQwtSY/xaluDqVXcjjNxf6oJAr1XhT5ulNj6k5OQjYdkmy0S7TSKtaC1RTag7/DPZFLEm+aQi13nI5x8AD63Bno82dBwf7TruNxejmU7uJwWiUHkmGPrRtF/m54TT3ISOxCx6QI2iVYyY61YAqhM4ThnjdAckdzEFZdwEtXr2LB8mVUuly0SEhk7PARZGe0POP6u/fl883sWRSVFBMVEcmVffrQp2v3yxjx5aVYrSiDh6MOHo5RUY6xZD76kgUY674FX2B+L7NPI3VfFKn7ogCosfkoTl5FaYv5lCZ5KNCdbC/tyJKN7Tmqt8cZ0ZHM2DRy461kx5jJirEQY1Wb7RdKhCbJHedPSU1H+8GdqLfeAbu2oy9ZgL54HhzYV7+Ow20hZ1scOdviAHBFHqSkxU5KW7xHcamPXYXZLFWuoMJoT0RkJ9LiWtMqzkF2rIWsaDN2c2gfYArRlIVNAbhuy2Ymz5rJtaNGk5WWwfK1q3nv04955K57iImOPmX9I2VlvPfZJ/Tq3IVbxl3L3oL9TJg+DafdyRVt2wahBZeXEhWNMvoa1NHXYLhdGKtXoq9cgvHtcig7Wr+etdpE+t5o0vcG/g0NDCpjCjgav5Py+E8pj62mOMbK7sJMVpNDuT8Hn5ZFhDOHxKiWpEY6SIk00cJpIslpIt6uyVgg0aRI7rg4iqJAqzZordqg/ehujIL9GKuWoaxZSe26VSje2vp1IyqtRFRaydoZC4Cu6lTELKcsfh5lcdWUxfo5EJXEt45syoxcsGQR6cglMTqHlOh4UiNMtIgI5BOHFIdCXJSwKQAXrVhOj85d6NW5KwDjho9k+57dLFuzmtGDh5yy/vI1q4mJimLc8JEAJCUkUFBYyMIVy5pdElecESgDh6AOHBLojtq7C33tKti4Dn3TOqisPL4uClFlNqLKbLDr+Gv4tRpcketwRa/AHekNPJw+jjgj2GlLYJmtBS6lBVVGIpopCYslHqctAactgSh7PFE2J1E2jUiLRqRVxWlWcZgVHGYVu0mVOQvFJSO5o3EpaRloGZk4fnAH7rKj+Deuw9iwFn3jWoxtm1FqjxeEqq4Qc8ROzJGGF5z51QO4I3cH8kiUF09ELeVOjQP2aNbZ4imxtcBlbYHZmozVkojDlkCUPYFIezwxjliirRYirSoRFpVIi4bDrGDRFOmZEOIEYVEA+vx+Cg4VMqhP3wbL87JyyC84cNpt8gsOkJeV03D97BxWrl+H3+9H07RLFm9TpigKZLdCy26FeuOt2G023Nu3om/egLF9C/rOrRh7dqH4Gt4SSvOrRJfZiC6zneZVDeAQNdYDeG1+amw+vFY/XquPWotOrcWP1wQ1JjNVJgvlmoUa1YpXs+BTLNSqFvyqGUM1g2IGzYyiaCiYUFUVFQ0FBQ0FVVHQDNCMwH0ONV1HNUA1DDQdNENHNYzAMt3A8NXSpayMPe9tokALvI5qgFr3WqqiBh6qhqZqaCYLmmbCZLZitlix2BxoVgeaLRLVFolqjURx2FFsDnA4wOEEpxNFC4uvWtiR3HFpKRYrapce0KUHGmDU1mLs3oGxbTPGzm3o2zdBwQGUk4aia7pKVLmNqPLT5RMX4EJXd56QS/zUWgIPn1mnxqTiMpk4opnxmizUKmZ8mgW/FsgjhmbGUEwoqhlF1QL5RFFRFQ0VNfDdr8sDWl2+0AxQDNAMA722lu5Hy9j3r40cUrW6nGLU5xbFMAI5pC4PqUpgWIyKiqoFcolqMmHSzGhmK4rJgmK2o1psqFYnmi0K1eYAmw3qconijABnBEREopjNl2HviXAXFv8reTwedMMg0hnRYHmk08n2uikLTuZyu4l0Ok9aPwJd13FXeYiKiDxlG5/Ph++ECyeODd4+XFoStoNkrVYrNXYHRrde0K1X4AmfD+1QAdr+fLSCA2gH96MWHkA9fAjVd+b7DltrTFhrTESWn8stpAygpu5xORxslFc506eg1qLic1jQI5wQFY0Rk4ASlwLxyehx8ejxifgTk8DWuFPv1O/DmpqQvdjgbFRVJTEu/oK3l9xxaZz1cxefCP0GBR4AtbVoB/ejFQQeauEBlMJ9mIqLUWvPnE9UXcHuMWP3nEsx5Aeq6h6NqbCRXy/AIBDxmfgtGv4IO3pkJEZMPMS2wIhLCuSShET0hBbocfFwEQcjkjvCX1gUgPVOOrtvYKCcvPA71g8sPv02c5cuYfbihfV/W8wWHr/nPt777FO8td4LCjksJGUEHoZBZHUVUVUeoqvcgd+rq3DWeIj0unHUVGP3+rD6wu8/vO9i9uqYvdVQVg2UArtPu57HqlHmdFBqj6YkIpbSiEiKI6OpsDlAuq9Ocew7eNEkdzQRKiS1DDwMA4e35nguqarCWVNFpNdFhNeNw1uDzVuLzevHfLZqKQxpXj/aERcccUF+IbDxlHX8ClQ4bBxxRFMSEU1pRBTFEVGUREbjk7PUjZc7QlhYFIAOhwNVUah0NTxid7k9RJx0pH5MhNNJpct90vruwKXvZ5jBfkjffgzs1bv+b8Mw8Pt83HHTzc3vKP4C6IAbcPtqUTxuFLcbpcoTeNTUoNRUo9TUQK0XaqowfDUYtVXgr8Xw12L4vGD4MXR/4NUMHd0w0Ov++9UVBR0dQ1HQVQVdUdEVBUOt+xsFXVMxFAW/Gniuxu+joLiYpBZJmMwW/IqBDujo+A3Q8aMbOobuw9D96LoP/LWge1H8tSg+L5q/Bs1Xi8nvxeKrwearxVpbi7VWx+xVsXg1LNUa1hoTlmrtrIWFo8aPo6aSVCqB412QfpsFX8ss9Jy2+HNa4WvVBj0u4TuLwuZwFH8xJHdcGpfrc1db96C2ti6XVKFUH88n1NZCTSCPGLWeQE7x1WD4vYHvtN+HX/fj1/3ohoEfA8PQ0RUCuUVRAr/X/1Txqwo1Ph8Hj5SSmJiEZjEHcouq4FcCDx0DXTHwo6AbOjp64KfhRzcC72sYteCvyyP+ujzir8Hs82LVa7AeyyU+L7ZaP2avitmrYakxYa3WsFafPZ9oBsS6q4l1V5NbXFS/3FAU/MnJ+LNb48tuhS+vDf6MLDA1LAckd4S/sCgATZpGWnIKO/fuoWOb44Owd+7dQ/u81qfdJjMtnS07dzRYtmPvHtKTU844hsdkMmE64UtiGAZun4+k+ISw/YKE8zxQEJjPa/bHHzLwe40zn5fXb1BR46eiRudolZej7iMccZdQ4TlMZdVhqqsKMVfsJ9JVSHxVMfFV5cS4q3C6zDgrLERUWHGcpktLq/aibd8O27fXL9PjYtA6dke5ogtq526QmnHKIPdw34cXO4+e5I5LI9w/d0Ulxcz/+EMG39j48wDW+g1ctTqVdXmkokansKqGsqpSKtwlVFYV4akuxus9hFJ7iITqQhKrDpNQdYRYTxXOyuO5JKLCgsnX8DOpGAamwkJMhYVYl8wHwLBYUNt2QLmiK0rn7iht2qNZLGG9D0N5Ds7GEhYFIMCAXr35dNIE0pJTyExLZ/naNZRVlNO7azcAps2bS3llJbeMuwaA3l27sWT1KibPnkmvzl3JLzjAqnVrGX/N9cFshghxFk0hwWEiwQHEWoAI4NT55Hy6wWG3j4JKH3vLXRSW7aG0Yhce93acNTvJdO0ivaKIuCNa4CrJUhsOt6XBa6hHyjAWzMZYMBsdMBITUbv1Qe3VD6VLd5RGHk8YriR3iKbErCnEahqxthMLNwcQC7RqsK5PNyj2+Cis9FHo8rGuvJKist2Uu3fh9+4imt2k1ewio7yQuKMqMaV2Yo7YiDpiQ9OPnwFTvF6M9Wsw1q+BD/6FYbejd+5OTf/BGJ27Q3zCZWm7uLzCpgDs3K49nioPsxcvotLtIjkhkdtvGk9s3TxeFS4XZRXl9evHxcRwx023MHn2TJau/paoiAjGjRgp0ziIy8KkKqRGmkmNNNMz1Q4kAoGLbMqq/ew+6mXnkWpWFO+gpGwdWu16WnrX0+rIPpIOm4gvchJf5MB8wtG9UlyMMX0S/umTMMxm1G690PoPRh86EuQq5DOS3CFClUlVSIkwkxJxrNcgEkgFBlDj08kvr2V3mZddpVXMLd1OZeUGopVNtGA9OWV7SCo2kVDkJOGQE6fr+AGmUlWFvmwRnmWLAgvy2qL2G4Q6cAhKStrlbqa4RORWcBchHG7ndDbh3o0DoXNLp7JqP5uLa9hQVMnuojV43ctIVlbSrmwjqQfNtCiIIPGQE81/mnEtJhNqjz4og0ei9O6HYjmXq7BDQ6jezklyR2gLlbxxMp9usOeol00lNWwsqmBf8Voc/pUka6vIqVpHaqFGiwORJBdEYKs6/dXVSut2KINHoA4ejhIde3kb0IhCNXc0JjktIEQIiLFp9Mtw0C/DAYzG5R3B2kPVfHuwkpkJy7C3X0AWC2lz6CCp+VGk5Ucfnx7D50NftgiWLcKIiEAbNAJ19DUoOa3O+p5CiPBiUhXy4q3kxVu5rk0UhpHG/oqRrD5UzbcFFUy1rCAxaxFp2iJaHd1O6t5ALoktPT6cxNi+BWP7Fvz//Ctqr36BXNK1J4pcWRxypAAUIgRFWDQGtHQyoKUTw7iWvWVXs+SAh8mOHfhazCCr7wzalWyn5Z5oWu6KqS8GFZcL/Zuv0L/5CqVtB9SxN6AMGCITywrRDCmKQstoCy2jLVzXJgqvP5V1RaNZeqCKz42dRHScTWbXmeS6N5KxJ4qWO2Pri0HF78dYuhD/0oXQIhn16utQR41DiYwKcqvEuZIu4Isg3TihL1S7cs6msLKWefluFu3ejal6MrnaZNoWHSB7eyzpe2Iw+U7qJo6LRx17A+qY61FOM4lxUxaq3TiSO0JbOOaNUygKuypg+rZSlu7dTaw+lVzzZLIrdpO1LY6sHbGnTsJtsaIOvwr1hu+jpKQGJ+5zFKq5ozFJAXgRJImHvnBP5LvLapm9t5olO5aSype0YTKtd5rJ3Rx/yv1XsTtQr742kLxjQmNsT6gmcckdoS3c8wY03Ie1Pj/fFlYxfZeLzQfXka19Ra42iZz9Brlb4knZH3XyxigDh6Ld8iOUzOzgNOA7hGruaEzSBSxEGGsVZ6VTeix3dB7JvD39+Gbb4yzNmUDbNh/R9vBO8jYmkLY3GtVQoMqD/sVH6JO+RB1zPepNt4b0IG8hROPQVIVeaQ56pTkorx7KjN29mLLjUVYkf0O7lh+R5dpC3sYEsrfGBWYm0HWM+bOoXTAbdcAQtB/ciZKRGexmiJNIAShEM2DRVIbnRDA8J4Jtpf/HV1t+wAfeBbQb8m/aeZbRZn0i2dviAlcRe2vQv/oYfdoE1Bu+j3rdLSgOR7CbIIRoAqJtGje1j+bGdlGsPHgXX269mRXVy+jQ631adZtP3pY48jYkYqs2oRgGxsI5+BbPQxl+VaAQTEgKdhNEHbkXihDNTJt4K08MSOKlcdcRk/kfPjd/zGd9OjHx+9vY3rEYn1bXZVdVhf7Bv/D99Pvo0ydj+JvZDVeFEGekKgq90xy8MCyZ50Zfjdri73yuf8HEjn2Y+P1trO1zkGp7bWBlXceY8Q2+u2/F/79/YlRXBTd4AUgBKESzleQ0cV+PON64bggp2W/ztfI5X/TqzOTxW9nZvgRdrRubdvQI/tdfwPfw3ehbTr3pvBCiecuNtfDkgEReHTuAiLRX+dI7kW/a9WXi+G2s71WI11J38OitQf/o3/h++gP0hXPCcvxrKJECUIhmLtamcXe3OP567UDiW77Fl+pHTOiTzdSbt7I/u+z4irt24H/sPnyv/hHjhDtjCCEEQFqkmcf6JvD6uN5Yk1/hS++XTO/YkW++v4VtVxQfP6gsLcb/p9/g/9XDGAX7gxt0MyYFoBACgFi7xv094/nL2CH4kv7NF6Y3mTzMwpxxOzkaf7zLxpg5Bd+9P0SfN1OO4IUQp0iLNPPkgEReGN2Psuh3mOD/J7N6xzL1pq0cbFlRv56x7lt89/8Y/6f/xfD5ghhx8yQFoBCigZQIM08PTOKXw65ji/krJsU+xOTrD7G6f8HxrpzyMvwvPov/2ScxjpQGN2AhRJPUKs7KC8Na8ODA0axRP2G69VfMGFXGwlF7cEXWBFaqrUV//+/4HrkHY+/u4AbczEgBKIQ4rY5JNt68OoORXf6P6d6JTGvd55RuYWPFYnz/9yP0hXODF6gQoslSFIU+6Q7eHZvOwA53MLVqEnNTRzLtpu1s7XQYXanrRdi1Hd9Dd+H/7AO54OwykQJQCHFGmqpwTZso3hrXCa3Fq0zkLaYPr2XRiL3Hr/CrrMD/p2fwvfIHDI8nuAELIZoki6Zya8cY/jquHbWxf2CS9z0W9LIw6/odlMfWDTHx1aL/+53A2MCSw8ENuBmQAlAI8Z3iHSaeHpjEvQOuYaHva2alX83Um7axL6esfh1j1lR8D/0EY9f24AUqhGjSUiLM/HFoC+7oPYI5tV+wIGo8067fxZbOhzEInA00NqzBd//t6MsXBzna8CYFoBDinPXLcPDOuDwikn/PZP0tZg2tYvmQfdSa67psDh7A9+i9+KdOkAtEhBCnpSgKI3Ii+NvYHMwJTzHF+y8W99KYO24XHqc3sJKrEv+zT+D/51/lApFLRApAIcR5ibJqPDkgkdv7jGOm90vmZXdn+o3bOZJY1/1bW4v+5kv4X/kDRk1NcIMVQjRZCQ4Tzw1O4tbuw5le9TlLE4Yx7abtHMgqq19H//Jj/E8/jFF2NHiBhikpAIUQF2RodgRvjmnHYcebzLI8zoxr9rG9Y3H988bsafgfvx/jcFEQoxRCNGWKojC2dSRvXJ1Hof0F5ujPMW/EYVb3K8CvBu5KZGxYi++hu9B3bA1ytOFFCkAhxAVLjjDzl1EpdG51F5Or/8OCvgpLhuXjMwW6hI2d2/A9/FP0rZuCHKkQoinLiDbzxugU2md9n288H7GyfRRzx+2iylF3sVnJYfyP34++cE5wAw0jUgAKIS6KSVX4afc4HhxwJbNrPmFp5hXMum4nrqi67t+yI/ifeBB9/qzgBiqEaNIsmspDveP5v769mFX9EaviBzLjhu0UJ7sDK3i9gTuIfPRvGWPcCKQAFEI0igEtnfxldFu2m99mYcQPmHn9DopSXYEna2vx//l3gTm+JHELIc5iaHYEfxmdyw7tLyzW/o+5Y3azp/WR+uf1//0T/2t/kotDLpIUgEKIRtMy2sIbo9MxxT/BLP155l61n91tj98pRP/3O+hvvyITvQohzion1sKbV6Viin2AWd7XWDyohHW9D9Y/b8ycgv/ZJzCqZO7RCyUFoBCiUTktKs8NTqJrq/FMrXmXhQPcrO9ZWP+8/s1X+P/8O4za2iBGKYRo6qKsGn8c1oLO2WOY6nmfbzspLBm+9/jFId8uD0waXVnxHa8kTkcKQCFEo9NUhft6xHFz12FM8fyP5Z1tLBuyD12tm+h10Vz8z/4So7oqyJEKIZoyk6rwUK94vte5L1PcH7AuK4n5Y3bjtQS6f41tm/H98gGM0pIgRxp6pAAUQlwy17WN4rEruzOr+j98m5vColF78Jnqjt5Xr8T/zC/k9nFCiLNSFIWbO0TzyICOzK56jw1J7ZhzzS6qjt2OMn9PoAiUKafOixSAQohLql+Gg98Na89C73t8m9qe+VfvxmupmyZm0zr8v34Ew1UZ5CiFEE3doEwnvx2ax+Lad1gf1Z/Z1+7EFVk320BhAb4nHsQ4dPDsLyLqSQEohLjkrkiy8eeRuazW32J1Qk/mjd1FjbWuC2frJvy/fhTD7QpylEKIpq5rsp0/D89knf4y6+yjmHPNLiqj64rAosJAEVhUePYXEYAUgEKIyyQ31sKLI7LYqLzK6phBzBu3i2pbXRG4fYt0BwshzklevJUXR6azRfkDayzXM2fcTipiqgNPFh/G9+RDGMXSHfxdpAAUQlw2GdFmXh6ZwQ71z6yOGsq8cbuoOVYEbt2I/7ePY1RXBzlKIURTlxlt4S8jU9mjPcNa8/eYM27X8SKwqDBQBB6RC0PORgpAIcRllRJh5sUR6exQX2B1xDDmjTmhO3jTOvx/eFqmiBFCfKe0SDMvjUhhj/Y0a003MXfsCd3BhQX4nn5Upog5CykAhRCXXYsIEy+OSGWn9gfWRg+sm9ah7sKQb5fjf/n3Mlm0EOI7pUSYeWl4CnvUX7HOfB1zx+7CHeENPJm/G/9vfiGTRZ+BFIBCiKBIjjDz5+HpbOLPrI/pFZgiRqubImbhHPS/vSa3jRNCfKeUujOB25XfsNEyinljj08RY2zbjP+Pz8ht405DCkAhRNCkRJr50/AM1uh/YX1Se5aM3Fs/WbT+zVfon30Q5AiFEKEgNdLMC8NS2GD8ns2OAQ0ni/52Of7XX5ADypOYgh1AY/BUVzFp5gw279wBQPtWeVwzYhR2m+206/v9fmYsmM/W3Ts5UlaGzWqlVWY2Vw0eQlRk5OUMXYhmLzPawvNDW/LErNexpN2JZdB++sxtCYD+/t9QEhJQh46+JO8tuUOI8JEVY+EPQ9P45aw/Y4m+F8uoLQz6JgdNVzFmT0NPbIF2213BDrPJCIszgB9P/JqDh4u48+bx3HnzeA4eLuKTSRPOuH5tbS0FRYcY1m8AP7v9J9x2/fcoOVrK+198ehmjFkIckxdv5elBOcyrfosNuZGs63V8Hi//ay+gb1x7Sd5XcocQ4aV1vJVnBmWwoPp1trbIYNmwfRjU9Sp8/D76rKlBjrDpCPkC8HBJCdt37+bGq8aQmZZOZlo6N44ew9ZdOykuLT3tNjabjbvG30qndu1JjI+nZVoa14wYRcGhQ5SVl1/mFgghIDDB68/7tWW25y3WdqplZ/u6KRx8Pvy//xVGwf5GfT/JHUKEp67Jdh7tn80cz5tszbKztu/xu4P43/gz+oY1QYyu6Qj5LuD8ggPYrFZapqbVL2uZlobNaiW/4ACJ8fHn9DrVNTUoBBL8mfh8PnwnXJl4bDyBoigoinJhDWjCjrVJURRUNeSPFU4r3NsYau0bkh1JSVUXPl/zOuZ+d+OstJCyPwoqK/D/7peYX/k7SmRUg20udFyP5I5LJ9Q+d+cr3NsHod/GIdmRHKlqx4er38LS8cdElJeQtzkhcED5/NOor/8TkpKDHWZQhXwB6HK7iXA4T1ke4XBSeY63lqr1+Zg2bw6dO3TEZrWecb25S5cwe/HC+r8tZguP33Mfdrs9LJP4MXa7PdghXDLWuv1ttVpxOBxBjubSCaV9+KPudoqrhrBg2/NYh/+CYRNaEXPEjlGwH/2l54j40+somgYECim3231B7yO549ILpc/d+WgueQNCex/+sLud4upezN3yMuZ+9+GstJB67IDyz79Fe+mdYIcYVE22AJy5cEGDhHk6D/z4jsAvp8mfBgbK6Z44id/v56MJX2EYBteNPPtA8yF9+zGwV+/j72EY+H0+qqqqvvN9QpGiKNjtdqqqqsL26qmampr6n54wvA1ZqO7De7pGc6DsWlYU78Uy+h1GfNkaW7UJ34olVL75Mqa7HzjjtpI7gi9UP3fnKtzzBoTPPry7SzQHyoayrOgpLMOeZ/jXeUSV2dD37kELdnBB1mQLwH7de9C5ffuzrhMbHUPh4cO4TnMGwO3xEOE89ej+RH6/nw++/pIjZWXcfesPznoED2AymTCZjv+TGYaB2+fDMIyQ/oKcybHT/oZhoOt6kKO5NI7tt3BtY6juQwV4sn8CP592HxvUPThHzGXwN7mouoL/y48gNw918IjTnj2T3BF8ofq5O1fhnjcgfPahAjzRP4GfT7+VdVW7sY7+jBFf5mFWwu97d76abAHodDhwnsOp9cy0dKprath/sICMurE8+w4WUF1TQ2Za+hm3O5bAS48e5e5bf4DTHt6n8YUINU6LyrNDWvCzab8lusUeovoV0GNR4Dvtf/3PKFk5KNmtTt1OcocQ4gQOs8qzg5N4cOoviHHuxDliE5o5gqHBDizIQm9k50mSEhJonZPDF1OnsK+ggH0FBXw5dQptc1s1GMT98t/fYeO2rQD4dZ3/ffUFBYcKuWXctRi6QaXLRaXL1WCgthAiuFIizTw9MIP5Va+wsa3B7jZ1V+fWVON7/mmMcxyrdzqSO4RoPpIjzDwzKJVFVS+yMzWKgtRgRxR8TfYM4PkYP+46Js6awT8/+RCAdnmtuXbEqAbrFB8ppbpu3EZ5RQVb6iZ+ff29fzRY7+7v/5DczMzLELUQ4lx0TrZzW9d2fLH2ZRz97yam1E5ciQMOHsD/1l/QHvv1Bb+25A4hmo8rkmzc2SOHD759HavJxm3BDijIlNJKXTrCL9CxKxAVRQnbcTwOhwOPxxPSY0DOpqikmHc//pC7x99Ki4TEYIfT6MJlHxqGwQuLSyg8+A6Dal9l5BetsdaYwO7A/Pl0nE5nSF1NK7kjtIV73oDw3YeGYfDi0hJqfPDrKxNDLnc0ppDvAhZChD9FUfh5n3g89jvYbBvMisGNOym0EKJ5UBSFn/dO4NdXhmfhfj6kABRChASbSeWZK1uwuvZZtmTEsrXT4WCHJIQIQRYtPCdgP19SAAohQkZGtJmf9cliftWLrOlV0uCewUIIIc6dFIBCiJAyOMtJ/9yerPD+gl0dT3/PXiGEEGcnBeBFOHEy0HB0bJLacG0fBMaDWMyWsO0OCNd9eG/3WJSo21hS8zoQet9ByR2hLdzzBoT/Pgz37+C5kKuAL4LX68Xr9QY7DCGaPYvFgsViCXYY50xyhxBNQ6jljsYUFvMABovP7+fVf/2DR+6+B7vNFuxwGl11TQ1//OsbPHn/g995q6tQFe5tDPf2VVVX85d3/8Yjd99DKKVwyR2hLdzbB+HfxlDNHY1JCsCLoKoqLo8bVVXDsitAURS8tV4UJXyvmAr3NoZ7+078DoYSyR2hLdzbB+HfxlDNHY2p+bZcCCGEEKKZkgJQCCGEEKKZkQLwIpg0jWH9B2LStGCHckmEe/sg/Nso7WuaQjXucyXtC33h3sZwb9+5kKuAhRBCCCGaGTkDKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzEgBKIQQQgjRzMhE0OdpzpJFbN21k8KiIjRN47cPP/ad2xiGwaxFC1mxbg1V1dVkpKRy3cjRtEhMvAwRnx9PdRWTZs5g884dALRvlcc1I0ad9W4Fn06exOqN6xssy0hN5f4f3XFJYz1XS1evYsHyZVS6XLRISGTs8BFkZ7Q84/q79+XzzexZFJUUExURyZV9+tCna/fLGPH5OZ/27crP592P/nfK8kfuvoek+IRLHep5271vHwuWL6Wg6BCVLhe33fA9OrRu8x3bNL39F+55A8Ivd0jeOE7yRniSAvA8+f1+rmjTjpap6axav/actpm/fCmLVi7npjHjSIiLY86Sxfzjkw957O57sTaxW+x8PPFryisrufPm8QB8OW0Kn0yawO033XLW7Vrn5HDT1ePq/9aayKX167ZsZvKsmVw7ajRZaRksX7ua9z79mEfuuoeY6OhT1j9SVsZ7n31Cr85duGXctewt2M+E6dNw2p1c0bZtEFpwdufbvmMe/em92CzHP3tOh+NyhHveamu9pLRoQY9OnfnfV1985/pNdf+Fe96A8ModkjdOT/JGeJEu4PM0YuAgBvbqTfI5HoUbhsHilSsY0q8/Hdu0JTkxiZvHjKO2tpa1mzdd4mjPz+GSErbv3s2NV40hMy2dzLR0bhw9hq27dlJcWnrWbU2aiciIiPqHw26/TFGf3aIVy+nRuQu9OnclKSGBccNHEh0VxbI1q0+7/vI1q4mJimLc8JEkJSTQq3NXenTqzMIVyy5z5OfmfNt3TITD2WB/NdXbIbXJbcWoKwfTsc25JeGmuv/COW9A+OUOyRunJ3kjvMgZwEvsSHkZlW43eVk59ctMJhPZGS3JLzhA767dghhdQ/kFB7BZrbRMTatf1jItDZvVSn7BARLj48+47e59+Tz3+ivYrTayW7Zk1JWDiXA6L0fYZ+Tz+yk4VMigPn0bLM/LyiG/4MBpt8kvONBgXwHkZeewcv06/H5/kzg7ccyFtO+Y19/7Bz6fj6SERIb2609uZtYljPTyCaX9dzahlDcgvHKH5I0zk7wRXqQAvMRcLjcAkScltEink6MVFcEI6YxcbjcRjlMTb4TDSaXbdcbt2uTm0qltW2KiozlSVsbMhfN596MPePD2OzGZgvcR83g86IZBpDOiwfJIp5PtZ2iPy+0+zb6KQNd13FUeoiIiL1m85+tC2hcVEcENo68mLTkZn9/Pmo0b+MdHH3D3rbeR0/LM45tCRSjtv7MJpbwB4ZU7JG+cSvJG09l/jUkKQGDmwgXMXrzwrOs88OM7SE9JvfA3URr+aZy66JI51/YBpw3KwEA5S7Sd27Wv/z05MYn0lBReeOtNtu7aec6n4C+pU/7tz96e060fWHy59th5Oo/2JcbHNzgbk5mWTllFBQtXLAuLRA5ctv0X7nkDmnnukLxRT/JGeJICEOjXvQed27c/6zqx0TEX9NoREYGjikqXu8FRhMvtvmzdHOfavsLDh3G53ac85/Z4zivWqIhIYqKjKTl65LxjbUwOhwNVUah0NTyqdbnP3J4Ip5NKl/uk9d2oqtokxiad6ELadzot09JYs2ljY4cXFJdz/4V73oDmmTskb5wbyRuhTwpAAlcyXaqrmeKiY4h0Otm5dw9pyclAYAzGnv37uGrw0Evynic71/ZlpqVTXVPD/oMFZNSN5dl3sIDqmhoy09LP+f3cVR7KKypO6WK43EyaRlpyCjv37mlwNmHn3j20z2t92m0y09LZUjeNxTE79u4hPTmlyY0DuZD2nc7BoqKg76vGcjn3X7jnDWieuUPyxrmRvBH6muYlPE1YWXk5B4sOUVZRgW4YHCw6xMGiQ9R4vfXrvPz3d9i4bSsAiqLQv2cv5i5dzMZtWzlUfJjPvpmE2WymS/sOwWrGaSUlJNA6J4cvpk5hX0EB+woK+HLqFNrmtmpw+v/E9tV4vXwzZxb5BQc4UlbGrvx83v/8UxwOBx2/Y96ly2FAr96sXLeWlevWcrikhEmzZlJWUV4/iH7avLl8Mmli/fq9u3bjaEU5k2fP5HBJCSvXrWXVurUM7NUnWE04q/Nt36KVK9i0fRslR45QVFzMtHlz2bhtK/269whWE86qxuut/45BYLqGg0WHKCsvB0Jn/4Vz3oDwyx2SNyRvNOX911jkDOB5mrFwQYOJS19/758A3P39H5KbmQlA8ZFSqmtq6tcZ1LsvtbU+JsyYFpjQNTWNn9zy/SY5l9f4cdcxcdYM/vnJhwC0y2vNtSNGNVjnxPapisKh4mJWb9xAdXU1kRER5LTM4tZrb2gS7evcrj2eKg+zFy+i0u0iOSGR228aT2zdXFcVLhdlFeX168fFxHDHTbcwefZMlq7+lqiICMaNGNlk54I63/b5/X6mzJlNuasSs8lEi4REbr/pFtrmtgpWE87qQGFhgwlov5kzC4BuHTtx89hxIbP/wj1vQHjlDskbkjea8v5rLEpppW4EO4hQpet6/e+KEr4DRYVoqgzjePpqqnOSnY7kDiGCK1RzR2OSM4AXyePxBDsEIZo9RxO9I8HZSO4QIvhCMXc0luZZ9opzoigKTqczrM9QHC4t4c9/e5vDpSXBDuWSaA77UDQ94f65C/e8AeG/D4UUgBfl2BcjXL8giqLUP8KVYRh4a70NugPCSbjvw1D9DoZq3Ocq3D934Z43IPz3Ybh/B8+FFIBCCCGEEM2MFIBCCCGEEM2MFIBCCBEkNf7w7UIUQjRtUgAKIUSQvLmiNKzHkQkhmq6wmgZm6epVLFi+jEqXixYJiYwdPoLsjNPfqHrjtq0sW7OawqIifH4fLRISGT5gIK1zci9z1EKIYAtW7li/71u+iunDDW2jLrYJQghxXsLmDOC6LZuZPGsmQ/r152d33EVWRgbvffpx/a1fTrZn/z7ysrK5/eZbePD2n5CTmcn7n39KwaFDlzlyIUQwBTN3DHQ8wb9X72R1YdXFNkMIIc5L2BSAi1Ysp0fnLvTq3JWkhATGDR9JdFQUy9asPu3644aPZFCfvmSkpJIQF8foQUOIj4s75YbQ52LNIUneQoSqYOaO3ANuBtp+we8XHuRARe3FNkUIIc5ZWBSAPr+fgkOF5GVlN1iel5VDfsGBc3oN3TCo8Xpx2G3n/f4vLCpkb5n3u1cUQjQpwc4dveZn0LpyPR3U53lm3iFcXv95v4YQQlyIsBgD6PF40A2DSGdEg+WRTifb3a5zeo2FK5ZR662lU9v2Z1zH5/Ph8x9P0McGb7fXXubX837Jm1elE2vXLqAFTdOJE2WG670Sw72N4d4+4KIuogh27jDXagyclk3N9V9RXp3Nswvu5o/DUjBroT05bbh/7sK9fdA82tjcL8AKiwKw3kk508BAOXnhaazdvIlZixbyoxtvIsLpPON6c5cuYfbihfV/W8wWHr/nPtopEyipacFv5v+UN8dlYzOH15fFbrcHO4RLxmq11v8M53tChus+NAwDt9t98S8UpNwBEFlhpf+MLGqvfplZJRm8vvI6nh6SFhZ3KAjXz11zyRsQvvuw0XJHCAuLAtDhcKAqCpWuhkfsLrfnrEkZAgPAv5gymR9cd8Mp3UAnG9K3HwN79a7/2zAM/D4fveZlUH3lS8w5ksavpo/lt4NboKmhn7wVRcFut1NVVRW2R0o1NTX1Pz0eT5CjaXzNYR9ejGDnDmJjocpDUmEEPRem4R30ODN2xvO2bSC3d4m78IYFWbh/7sI9b0D470MRJgWgSdNIS05h5949dGzTtn75zr17aJ/X+ozbrd28ic+nTOb711xH21Z53/0+JhMm0/F/MsMwcPt8pOyPpPviVHwDfsmMwlheWz6Qh3rFh/wR/LHT/oZhoOt6kKO5NI4ltnBtY7jvw4v9jgU7d5ifeJbaX/wf1NSQvT0Od6QXX7cH+HrD/4i1dWZc69CcHibcP3fhnjcg/PdhqP//3BjCpq9yQK/erFy3lpXr1nK4pIRJs2ZSVlFO767dAJg2by6fTJpYv/7azZv4dPJExgwdRsvUNCpdLipdLqqrqy/o/VttSeCKtdEMczzIol3r+Pe6ssZolhDiEgtm7lBatUF79On6vzt+m0yHbQrDnffy7srtLNzXvLuohBCXTlicAQTo3K49nioPsxcvotLtIjkhkdtvGk9sdDQAFS4XZRXH5/VavmY1uq4zYcZ0JsyYXr+8W8dO3Dx23AXF0GllCtWO/fha38uETe8TZe3Aje2iL65hQohLKti5Q+0/GOOuB9D/8SYA3RemU23fiy/jPl5a9E/sg/PokRqe47CEEMGjlFbq0rl/gY4NItW//gT/u4HkrSsGi0fuZWtGDFM973Nfr9ZcnRcZ5EgvjKqqOByOwJWSYdgFAFBUUsy7H3/I3eNvpUVCYrDDaXThvg8VRcEwDJxOZ0h16RzLHcfiB/D/4030rz4BwKfpLLh6NxuTWrOg5h1+PyybK5LOf5qZYAn3z1245w0I/30YqrmjMYVNF3AwqdfdgnrtTYHfDYV+szJpVXiEEY57eHvFLmbuPrfpJIQQzZd65/+hDBoOgMmvMnBaNm2PbqW/9ec8M3cfW0pqghyhECKcSAHYCBRFQb3rAZQhIwHQ/CoDp2fRuvgAwx338PrS3czZI0WgEOLMFFVFe/gplB59gMAcgYO+yaFd+Rp6mR7hydn72SpFoBCikUgB2EgUVUX7+ZMofQcCYPJpDJyaQ15JPsMc9/CXJbvlTKAQ4qwUsxntyedQOnYGwFpjYvDkHDq4ltPb9DBPzd4nRaAQolFIAdiIFJMJ7Ze/RenWEwCLV2PQlBxal+5mhONuXl+6k6k7K4McpRCiKVNsNrTfvIDSJnBnEVu1mcGTcungWkZP08M8OXsfGw5f2GwFQghxjBSAjUwxW9B+9QeUzoEpJCxejUHf5NK6JJ8Rjrt4a/l2vtxS/h2vIoRozhSHE+3Zl1BatQHAXmVmyMRcOlasoI/5QZ6evYdVB6uCHKUQIpRJAXgJKDYb2jMvoHQ6oQicnEObogJGO+7gP6s38/66ozK7uhDijJSISLTf/6W+CLRVmxkyKZeOR9dwpfVenp23g/n5Mk+gEOLCSAF4idR343TuDoDZp3HllBzaHijlKuePmLhpLa8uL8Uvs/AIIc5AiYxCe/6V+u5ga40pUAQe3s5w+0/4y6LNTNxWEeQohRChSArAS0ix2dB++wJKr/5AYGqHAdOz6bDTy1WOH7FyzyJ+O/8wVb7wm2NJCNE46s8EdghcGGKuDYwt7ri/kNHO23j/29X8Y80RdOlREEKcBykALzHFYkX71e9RrhwGBOYJ7D23JV3WWxhlv4uDRRN5dMYhSjy+IEcqhGiq6scE9uwLBKaa6j8jiy5barjK8SPmbJ3PHxcVUyMHk0KIcyQF4GWgmExov3gGdewN9cs6L0+l16JEhlgfw+p6hwenHWRHqUzvIIQ4PcVmQ3v6DyiDRwCBg8kei9LptdLOKPtd5Bd8zmMzD1EqB5NCiHMgBeBloqgq6r0/R73trvplrbYkcOX0LPoor9NGf4pHZ+yTCaOFEGekmExojz6N+r0f1C9rtzaJgbNSGWJ+CrvrZR6YVsA2OZgUQnwHKQAvI0VR0Mb/GO3RX4HJBEDK/iiGf51Hl6ppDLHezmtLNvG3b4/gk4tDhBCnoagq2h33ot73MKiBFJ6xJ4ahE3PpXftvOhkP8IvpO2TOUSHEWUkBGATq0NFov/8LREQCEFVmY8SXeVxxcC9jneNZuH0Oj8+ScYFCiDPTxt6A9psXwO4AIK7Ewcgv8uhWvIpR9u/zrxXLeHlpiYwLFEKclhSAQaJe0RXTq+9CyywALF4TV07NpvsaEyPtd2OU/ZX7vjnAyoOe4AYqhGiy1B59ML38DiSnAnV3DZmcS6+NHq52/IDt+z7iwWmF7Cv3BjlSIURTIwVgECkpaZhefgelz4DA3yhcsSqZwVNb0s94i+7afTw7dwvvfHsEr1+6hIUQp1IyszG9+m79LShVQ6HLslSGzEhmqPoMadW/4KEpO5myo1ImnxdC1JMCMMgUhxPtV8+j/vin9eN5Ug5EMerz1nQrWsc1zhtYtmMyD0w9yO6jchQvhDiVEhmF9tsXUW++rX5ZWn40oz5vTZ+SuYyw3cx/V83ldwuKOVrtD2KkQoimQgrAJkBRVbSbb0N77mWIiQPA7jEzeHIOfZbbGGl9kBbVv+ahqTv4YEOZXCAihDiFomloP/4p2u9ehKhoAJwuC4Mn59LvWy9jrLfjPvwiP520V24hJ4SQArApUbv0wPTmeyhdA105Cgpt1ycx4ss8+pR/wxjHjUzfOI0HphbKnIFCiNNSe/TB9Po/Ua7oEvjbUOiwpgUjv87hStf7DDTdwluL5/O7+YflQjMhmjEpAJsYJTYO7dmXUO+6H0xmAGKO2Bn+VR59V+qMtt5DctXjPDJtC39dWYrbK1f4CSEaUhJboD3/amBoiaYBEFtqZ8SXeQxcXc442w+pOvwcP520gwnbKuSe5EI0Q1IANkGKqqJdPx7Ta+9CdisgcBTffm0LRn/ehn7Fc7jWeQ2bdv+bOyftZ+Zul9wHVAjRgKJpaDffhukvf4PMHAA0XaXj6mSu+iKXIaWfM9J6HRPWfM79Uw6yqbg6yBELIS4nKQCbMCUrF9Mrf0f94U/qJ46OLLcyZHIug+dGMUx/nj7q93lv+Sweml7IxsOSwIUQDSmt2mB67V3UW35UfzYwqszG0EmtGDbXzNXGY+R47+Q3Mxfz/MJiDrlqgxyxEOJykAKwiVPMZrTv347ptX+itOtYvzxzZyxXfdyWK9cfZpz1xyS5f84zM1fy2/mHyZc5v4QQJ1DMFrQf3Y3ptX+gtG5XvzxrZyxXf9KWYet3cb31JqqLnuD/Jq3jnW+PUC5XCwsR1qQADBFKVg7an/+K9uAvIDIKALNPo9OKFK7+uC1Ddi/nese1+Ip/xUPfrONPi4s5UCFH8kKI45TsVmgvvY36wGPH80itRqeVKYz5NI9Re2ZxjW0Mu3f/np9M2MT7645SWSOFoBDhSArAEKKoKuroazC9+xHq2Bvq5w10uC30nteSqz7PZfiBaVznuJqKg8/wwOQ1/GFRMXvK5IygECJA0TS0q67F9LcPUK++rj6POF2BPDL2i5ZcfeAzrrZexYbtf+SOrzfx3tqjMn+gEGFGCsAQpERGod33MKY3/43Sq1/98ugyG/1nZjHmi0xG7f+GG+xXUX3ocR6dspSn5hSxurBK7gQghABAiY5Bu//RQB7p0ad+efRRG/1nZXHN5ylcs+9jxlpGsm3HM/z061W8vqJUehaECBOmYAcgLpySmY3pNy+gr1+D/t93MTZvAALTxvSbnckVUTVs7zSPtq2/Iv/oQF6Z90Nszv5c0zaK4dkR2M1S/wvR3CmZ2Zh+9yL6hjXo//47xtaNAEQftdN3TiZXrKyhXadv2JX3ETv3D+cXu24lJ6kX17SNokeKHU1VgtwCIcSFkAIwDKiduqL8+a8Y365A/+g9jK2bAIissNJ9UTodVyazp8122na4nwJ/GjPX3sT7q6+hX1Yqo3MjaJdgRVEkiQvRnKlXdEV56S2MNSvRP3ivvhCMqLTSbXFaXR5Zy672s9lTkcv7i77HW5axjMhNZmRuBElO+e9EiFAi39gwoSgKSo/eKN17Yaxfjf7JfzHWfQuAtcZE2/VJtFmfyKF0F7vb/o39ma+SXzCYP++9FsU+gGHZsQzOcpIeZQ5yS4QQwaIoCkq3Xihde2KsX4P+xYcY3y4HwOLVaLMhkTYbEilKdbGn7evsyXqJndtHMGPTWJITBjI0J5KBGU4ibdK7IERTJwVgmFEUBaVzd9TO3TF27cA/4VOM+bPBV4uCQsqBSFIORFJj9bE/ZxP5eYs5YDWzbfsIpm8aSURkXwZkRtEvw0FOrDXYzRFCBEEgj3RD7dwNY+8u/BM+w5g7A2oD4/9aHIygxcEIupv97M9Zzb5Ws9ljdbBg9Ug+XDmKlkm9Gd46nu5JJiIt0rsgRFOklFbKPYAulGEYuN1uFEVp0hdXGGVH0WdMRp82CYoKT3ne46jlQE4ZBVkV7G9hYr8+kAO+QfhtA+mVmUa3FmauSLTiCMMxg0Ulxbz78YfcPf5WWiQkBjucRqeqKg6HA4/Hg66H320Dj333nE5nSA1jCJXccSKjvAx99jT0qRPg4IFTnq+21VKQVcGB7HLyk63sZTAHfVcSHTOQnunxdE+x0yrOghpC++lMwj1vgOSO5kDOADYDSkws2s23oX7vB4Hu4ZlTMJYuhJrAnUMcHjOtNybSemMiNVYfRenrKMxYRGGah3172vPZjj78Ve9JfExPrkiOolOSjXYJVpyW8CsIhRCnp0THoN0wHvX6WzA2rUefPRVj4Vyo8gBgqzaTuzWe3K3x+Ex+itJWcShjLgVpVex2d2DF5r641D5kJHalS3IkVyTZyIwxh0VBKEQokgKwGVFUFaVLD9QuPTCqPBhLF6IvnIuxejn4fEBgvGDLXbG03BULQEWMh8OpEylO/ohD/lr2u1vz2Y5ulPg7YXd2ITcxg9bxVlrFWciKNmM1SVEoRDhTFAWlY2fUjp0x7n0YY9VS9Pmz0FctQ6mpAcDk00jLjyYtP5rugDvCRXHKVxSn/I9DlT62lrRlod6VSjoRF9uN1gmp9Xkk0aE12zMyQlxOYVUALl29igXLl1HpctEiIZGxw0eQndHyjOvv3pfPN7NnUVRSTFREJFf26UOfrt0vY8TBo9gdKENHoQ4dheF2Yaxahr5sYWDAt9tdv15UmY2oMhutNicAUOWooTRpNkcTJnE0oYrCcgcbDrRigdGWcr0VVnsbEqLzyIyJIiPaTHqkmdRIs5wtFE2a5I4Lo1itKP0Ho/YfjFFdjbFmBfryJRgrl0DZ0fr1nC4Lzh1xZO2IA8Br8XA0YSZHEidSllBFYayDBRGt+JrWVKutiYpoS3Jsa1pGR9TnkXiHJmcLhWhEYVMArtuymcmzZnLtqNFkpWWwfO1q3vv0Yx656x5ioqNPWf9IWRnvffYJvTp34ZZx17K3YD8Tpk/DaXdyRdu2QWhB8CjOCJRBw1EHDcfw+zC2bcb4dgXGum8xtm2GE8Z/2D1m0vdGk773+L+p11JGRex8KmKmUxlTgyvKy+HIKDY4kplrSsdlpOPX0rDb0ohypBIXkUa800m8XSPerhFj14i1aURYVEnw4rKT3NE4FJsNpe+VqH2vRAGsB/fjWbIQffUK9C0bULzH70hk8Wq0OBhJi4OR9cv86lFc0QuoiJ1JZVQNldFeSiIiWeZsQaE9gyo1HbMlA4c9lRhnOnERySRGRNTnkVi75BAhzkfYFICLViynR+cu9OrcFYBxw0eyfc9ulq1ZzejBQ05Zf/ma1cRERTFu+EgAkhISKCgsZOGKZc07iWsmlPadoH0n1B//FDsG7tUr8W9Yi7F1E/r2TSieqgbbWLwmEopMJBQ5T3o1L7XmHXgiNlPlqKXKWUu13UeN3YfHaqLS4uCQJRKXJZJKUzRucxS11hgwR2M2RWE2ObGYnVhMDqwmOxazHatmxWq2YdHMWMwWrJoZi2bGbNIwqRpmTUNTNUyqillV0FQFTQFNVVAV0BQFTaX+d6/fwEDB0HUMvy9Q7OoG6H4wjMDjlH8kNXD7LE0FzYSiytnNUCa5o/EpqoqpdTtM6Zno37sVo7YWY8dWjC0bMLZsRN+6EeXo0QbbaLpK9FE70UftJ71aDbqyg2r7lkAOcTTMIyUWG3stEbgsEbjNkXit0fit0ei2GLBFYbFGYzE5sZod2Ex2LGYbNrMNi8mK1WQN5BJT4GFWVSwmE2bVhFlT0RQ18FM9nju0YxfuGIE8YdR6wa8HcoZfB90X+GkYYNTlE07OI0ogh6gKaBpoJjCZwWwCVbrAxeURFgWgz++n4FAhg/r0bbA8LyuH/IJTr1YDyC84QF5WTsP1s3NYuX4dfr8fTdNOfR+fD5//+P0wj129d7i0JGyvkrJardRkZGGkZ8JV14KuoxYVYsrfg5a/G+1APur+PZiOlp32Ncy1GtFHNaKP2s7wLgZQUfcI0FUDv6YHHiYDXTUw1LqfChiKAcrxlKocexlAMRQUg7qHEnjodb/rCqoBih74HUMhUYfHDQV16mf4LvDfyQD8Guiagm5S8Zs1dLMJw2YBqw3F6QBHJETEokQlQFQ8RlQMRlQ0ekwcekwsmC/N/Iv1+7CmJmSuNj0fqqqSGBd/wdtL7rg0Tvu5S0oOPAaNCKxz9Aim/N1o+/ei7duLemAPpqIiFP+p/x6qoeDwmHF4zvQ9MYDKusfBBs/oqoGu6vi1ujyigKEGYjoxlygnvNTxPBL4iaGg6wqGAX5dIVZX+KWhwLQvLjhvnImhgN+kopvVQB6xWjDsNgy7HZyREBGDEpmIER2LERmFHh2LHh2DHhcPdkejxSG5I/yFRQHo8XjQDYNIZ0SD5ZFOJ9vdrtNu43K7iXQ6T1o/Al3XcVd5iIqIPGWbuUuXMHvxwvq/LWYLj99zH+999ineWu8p64c/E6TlQlouFl8tsW4XcW4XMR4XMR430dWVRFe5iKj2YjqP2YZUXUHVNcy1p/5H2hQpgMkP+A3w+gE/4AU85/waHqtKpd1GuS2Co/ZojjoiOeqM4IgzEpfVBnJG4LSOfQcvlOSOJiI+FeJTUXSd6CoPcZ5KYtxuoqvcxFRVEFXjIrKqGkeNn/P9JhzLJ6bGrtQuEcUAU60OtTrgA6o58QD5bGpMKpV2K2X2SMrsURx1RnDUEUFJRBSVNrvkkRNcbO4IB2FRANY76bMd6Nw7ywf+NOsHFp9+myF9+zGwV+/j6xsGfp+PO266ufkcxZ8nHagwDBSPG6XsKGpFOWpFGYqrMvBwV6K7jkJVJUqVG6qrULzewHghnw+l1o/i11F0HUU3Ao+6HhXlhJAMhfoj+cBZwsBRvqFQd8QfWKargb91jfrndMUIPK8qGMrxs4x15wgwFAMl8MooRuB31Qj8rul1/8H4FVRdQfOpaD4Fk0/F5Dv3AtZRo+Oo8dACD3C4wXN+mwVfWjpGy1b4M3PwZeXgz8gMdBl9h+ZwFN8oJHc0qkvxuasBavx+lMoK1PIylMpy1MpKFLcLXGUYnjIMdzlUuaCmCqqrAhNXe2vB50fx+epySCCXUPcdPt47G/juwwk55FguOCGP1OcQxQjkDLXu9xPXUQAlcLYxkAXhWOJS0FEMAxUd1TBQdQP1WB7RVTR/IJ+YfCparYq59txzidWnY62sIqGyipPziG4x40/LwN8yF39mNr7sXPwZWWfsfZDcEf7CogB0OByoikKlq+ERu8vtIcJ58ri0gAink0qX+6T13YHJL+0nj0EJMJlMmEzH/8kMw8Dt85EUnxC2X5BGnQg0M/viX6ORFZUU889znNDVMAx8OtT4dap9BtU+A1dtLa4aD+4aN26vG3d1BR5vJVU1FVTVHMVwF6N4SjG7S7FXHyWqppyomkqiajw4q3TsHjN29/GHapxaQGjVXrRdu2HX7uOxmDTIaYXWvjNK+04oHTuhRMeesm1zmcz1QknuuDQu6eeuRXLjvt4FKCop5l/nMRH0sdxRqxt4/QY1PqM+j1TV6ni81VTVVuGuceGpceOprcRTU0F1TTk1tWX4vEcwVZVgqzpCtDeQR2K8FURWeXBUqdg9JuxuMw6XBYfLjKafWtyo3lrUPbsx7zkhj2gaSqvWqG07onTojNKxM0p0TGB9yR1hLywKQJOmkZacws69e+jY5vgg7J1799A+r/Vpt8lMS2fLzh0Nlu3Yu4f05JTTjuERQlEUzBqYNY0Iy7GlZsABJHzn9n7doKJG57DHR7Hbx77KMorL93PUtQ9PVT7U7CXFs5dUVyEtKsuJKjcTVWYl6qgNp8vS4LUUnx+2b0Pfvg2+/jSwMDMLtUtPlO69UTp2QbHKrfy+i+QOcTkczx0KjtOecLMDpx7AncyvGxyt9lPq8XPY46PA5aW4sphS1z5c7v14a/bhIJ+U6nxSXYUkVnqILLMSVWYl+qiNiIqGOUHx+2HbFvRtW2DCZ4GFWTmoXXtB914YvfpddNtF0xUWBSDAgF69+XTSBNKSU8hMS2f52jWUVZTTu2s3AKbNm0t5ZSW3jLsGgN5du7Fk9Somz55Jr85dyS84wKp1axl/zfXBbIYIY5qqEFs3XUWbeCvgBNKAPgD4dIODlbXkl9ey66ib/aXbOVqxBaV2Mym+LbQq202LUh+xJXbiDjuIKj/pwpr8vej5e2HCZxgWC2qXnmj9BqIPGQGWM12EIyR3iFChqQoJDhMJDhNtOJZDYoHAwYpuGBx2+9hXHsgjS44c4XDZFqo8m4lRt9HCt5Xs8nwSSjXiih3EH3YQVXZSbti7G33vbvSvPqbMZkPt2hOlz0CU3v1RIqMud5PFJRQ2BWDndu3xVHmYvXgRlW4XyQmJ3H7TeGLr5vGqcLkoqyivXz8uJoY7brqFybNnsnT1t0RFRDBuxEiZxkEEjUlVaBltoWW0hYEtnUASMIDKGj87jnjZXFzNt4d3U1q2kijW0LJ2Na2KC0kqdJJUGEFssb1+DJri9WKsWIxvxWLKXn8B9YpuqAOHogwYghJ56kUKzZnkDhEuVEUhOcJMcoSZXmkA0UA2tf6r2FvmZWtpDVuKPewr2YBRvZpEbR0tfatpWVxJ0sEIkg5GEFtyPI9QXY2+dCEsXYihqqhdeqAOGo7S70oUx+mHSIjQoZRWnsflmaKBULyh+/kI9zEgEJo3ddcNg71ltawtqmbdwUIOly4mXllCtn8puYUVpOyLJGV/FPbTTJlhmEyoPfuhjrw60FWshfYxYKje0F1yR2gLxbxxsqPVfjYermbtoWq2HNqJUbWYVNNSsn3LySiAlP2RpOyLxFZ9mjxisaD2G4Q6/CqUzt1Dci7UUM0djSm0s78QzZCqKOTEWsiJtXBD2yhq/a3ZVPx9Vhzw8KltM5bU2WT0n0PbI9tJ3xtFxu4YIuvG/ig+H8bSBfiXLoC4eNRR41BHX4MSov+JCSEuTKxNY2BLZ11vQzxFru6sPHg3yw9UMJOVJGfMpeXAOeSUFJO+J5qM3TH1Y5EVrxdj3kz882ZCcmogj4wac9oL0UTTJWcAL4IcxYe+cDiSP5FhGOyrqGVhvoel+XtQPNPJNk2hbdk2MnfE0nJXzClnBg1VRe0/GPX6W1DbtA9S5BcmVI/iJXeEtnDLGyer9ul8W1jD4gNVrN+3mhR1OlnaNHJKisncGUvLnTFYa046f2Q2owweiXbdzSgnTZTeFIVq7mhMcgZQiDCiKAqZ0RYyO1n4Yaeu7C2/gvn7H+DzbRuI7/Y1rXpNIK+gkpyt8aTmR6EaCoquYyycg3/hHPQOnVBvvi3QPdxMk6IQzZ3NpDIw08modokcqYhjyb6+zNr9KEtqVpDdayKt+kwha59GzpZ4Ug7UjSmurcWY+Q2+md+g9OiDetMPUTt2Dm5DxFlJAShEGMuJtdAxLYYfdYxkxYHOTNnxc5Z555KX+hmtqxeStzWW3C3x2KoCZwWNTevx/+YXkJuHduudgSv/pBAUotmymVQGZzkZnOWk1HM1M/cMYtqOX2JLmUKbzE/Icm0hb3M82VvjsXgD0yAZq5bhX7UM/YouqLfeidqpa5BbIU5HCkAhmgFNVeid7qB3uoPD7puZvOMqJuzYTlqnD2nb5Qta7zLRZl0i0cemhNi1A/9zT6LktUX98U9Ru/YMbgOEEEEX7zAxvkM0N7eP4tvCnzJh23iWV62kXfcPyOs2g9zt0bRZn1g/VtDYsBb/kz9D79IjkEdatwtyC8SJpAAUoplJcpq4s0sst3bsyazd7flyy/+xNutT2ue9T+t91bRf3YK4ksBN5Y0dW/E//Qh6155od9yHkpsX5OiFEMGmKgo9U+30TLVzoGIUX2zpy5e7d5DX+r+0af8ZrXbZab+6BZHlgYvPjLWr8K9dhT5wKNrt96Akpwa5BQIg9K7dFkI0CptJZWzrSN4d15rrej3Mt6aZfJ78M766rpKFo/ZwNL6qfl1jzUpqH/oJ/jdexCg/GsSohRBNSXqUmYd6x/PudT3JyX2OyTXTmZh5AxNvymfZkH24omrq1zUWzsF3zw/x//sdjCpPEKMWIAWgEM2epioMyYrgnbFZ3NT7flZq0/gq+T4mXF/M0qH5uCIDCVwxDPRpE/HdfSv+b77C8PuDHLkQoqmItWvc3S2Of17XibzcXzOpeipTMscy+aZdfNv/ANW22sCKvlr0zz7Ad+9t6IvmhuVV8KFCCkAhBBDo1hmc5eTvY7O5quvPmKtPZ1LLW5h0cz5rex+k1lxX8Lld6G/9Bf9j92Hs3hncoIUQTUq0LVAI/u3aTiS3fJavqicyo01vpozfypYuh/GrddMClRzG/8dn8P/ulxiHi4IbdDMlBaAQogFNVbg6L5J/XtuaK1o/xUTvRKZ26MGU8VvZ0/pI/XrG9i34fn4X/v/+A6PWG8SIhRBNTYLDxEO943nl6p5Ux77G1773mdMjnmk3b+NgRkX9esbKpfjuuw3/5C8xwnDOyKZMCkAhxGnZTSo/6hzLW+O6Q+IbfG38nelXWpgzbiflMdWBlfx+9I/fx/fQ3XI2UAhxiswYC38Y2oKfDxzBGuVjZlieZOaoIywasZcqR123cHUV+tuv4H/6YYzDh4IbcDMiBaAQ4qySnCaeuTKJn115NSuVL5gedwdTb9zLpm6H0NW68Tv5u/E9fDf+zz6Qo3ghxCl6pzt4d1w6fdreyTdVE1iQPpCpN29lZ7uS+nWMdavx3X87+ryZQYy0+ZACUAhxTnqlOfjb2Cxa5z7GxOpPmdM1mZk3bKcsru5qYZ8P/d/v4P/1oxhHSoMbrBCiybFogV6FV8d0pCzyZab632D+AD/zxuzCHVE3jMTjxv/is/heeg7DI1cKX0pSAAohzpndpHJv9zh+N6IvG7T/Mct5H9Ou38uWLocxCJwNNNauwvfA7ehrVgU5WiFEU5QZbeHlkclc0/kaplV9xeKkYUz/3jb25p0wxnjuDHw/vwtj764gRhrepAAUQpy39ok23h6TQV72z5hU/QHzeziYN3YXnmNjesrL8P/6Efwf/0e6hIUQp1AVhRvaRfPmmNaUOF9ghv9l5g+uYOnQ/OMzDhTsx/fwT9HnTAtusGFKCkAhxAWxmVTu7xnPY4MGssj3CQsTr2b697ZxsGXdFX6Ggf7fd/E/9xSGxx3cYIUQTVJ6lJlXR6UwoO0NTHZ/xorsVsy4cfvxiei9XvwvP4//b69h+HzBDTbMSAEohLgovdIcvD02h+qY55lh/InZow6zvmfh8S7hFYvxPXIPRsH+IEcqhGiKTKrCHV1i+c2wzqzU/8Vi2x3Mum4Hu9oeH0usT/wc/9OPYFSUBzHS8CIFoBDiosXZTfxpaAsGtLuZbzwfsrRzJPPH7KbGWnfEvj8f3yP3oG9YE9xAhRBNVtdkO++MyYCYR5nhfZPFV1aw8sr99ZNHGxvW4Hv0Xoz9+UGONDxIASiEaBSaqnB751gev7I3c70fsLxFH2Zdv4Py2Lo5A12V+J9+RMbzCCHOKNau8adhLejfegzfuD7i29axzB23iyp73fjigwfwPXqvHEw2AikAhRCNqne6g1dH57Hb/BqLbHcy67odx2f+9/kC43k+/o/cA1QIcVqaqnB3tzh+1r8bs6o/YE184GCyfsoptwv/04+iL5gd3EBDnBSAQohGlxFt5o3RaZjiHmGW7wXmjypgR/vjE77q/30X/Z1XMfz+IEYphGjKBmc5eXFkLhuU11hu+SGzr91JYf3BZC3+F36Lf+LnwQ0yhEkBKIS4JJwWleeHtKBTzveYVv0PlvRzs673wfrn9clf4n/pObmyTwhxRq3jrbwxOo1yxy9Z4H+a+aP2sfvEi0P+9hr+D/4lPQoXQApAIcQlo6kKD/aM49pOQ5ha9R9WdrKwfMg+dKXuCuEFs/E//zSGtybIkQohmqoEh4m/jEwmJvE2Zte8xtKBJWzqVlT/vP7he+jvviFF4HmSAlAIcUkpisItHaL5v749mOH5D6tzE1k0ag9+re7KvhWL8f/uCYzq6iBHKoRoqhxmlecGJ9Gh5dVMr/oHq7pXsaZvQf3z+oTP0N/6i0w8fx6kABRCXBbDsiN4anAH5la/x9q0Viy4aje1psAYQGPtKvzP/lKKQCHEGWmqwmN94xnaZgDTPe+xtqPCikH76ucc1ad8jf/Nl6QIPEdSAAohLpueqQ6eG5bH4tp3WNeiA/PH7sZrqSsC163G/zspAoUQZ6YogSuEb+jUg2nuf7O+tZ3lQ08YVjJ9Evrbf5Hu4HMgBaAQ4rLqmGTjj8NzWO57i3Vx3Zh/9QlF4PrV+P/wNEatN8hRCiGasu93jOGH3Tsz3f0eG3OdLBuWX18E6lMmBGYZkCLwrKQAFEJcdm3irfxpeCbf6q+xPr4r86/eXX8DeOPb5fj/9Bu5OlgIcVY3tI3iJz07MM39HpuzIxtcYKZP/hL9P38PcoRNmxSAQoigaBVn5YXhmazyvc6G+C4suGoPvmNjApctwv/an2QsjxDirMa1juKunu2Z5v4Xm3IdrBx0/J7j+qf/w//Fh0GMrmmTAlAIETQ5sRb+OKwly2tfY2NiOxaN2nv86uA509H/+VfpxhFCnNW41lHc0aM9M9z/YFOemW/7H6h/Tv/X2+jTJwcxuqZLCkAhRFDlxVt5flgWi71vsikli6UnjuX5+lN0OYIXQnyH69pEcUuXK5jheZcN7XU29Cysf87/5ovoK5YEMbqmyRTsABqDp7qKSTNnsHnnDgDat8rjmhGjsNtsp13f7/czY8F8tu7eyZGyMmxWK60ys7lq8BCiIiMvZ+hCCKBdgpVfD8rm2blvYWp5B9aBB+i5IAMA/b13UBJboA4a3ujvK7lDiPAxvkM0VbVdmLb5bbQuP8FaVUzrjYmg6/j/9Bv442uobdoHO8wmIyzOAH488WsOHi7izpvHc+fN4zl4uIhPJk044/q1tbUUFB1iWL8B/Oz2n3Db9d+j5Ggp73/x6WWMWghxom4pdh4bkMfsqrfZ0MbM+hOP4P/yB/SNaxv9PSV3CBFebu8cQ7/c3sypep1VfUvYl1MWeKKmGv+zT2AUFZ51++Yk5AvAwyUlbN+9mxuvGkNmWjqZaencOHoMW3ftpLi09LTb2Gw27hp/K53atScxPp6WaWlcM2IUBYcOUVZefplbIIQ4ZkBLJ3f17MBMzzus7VLNrmP3/PTV4n/uKYyC/Wd/gfMguUOI8KMoCg/0jKN12iAWVv+B5UP2cTjFFXiy7Ci+3z6O4XYFN8gmIuQLwPyCA9isVlqmptUva5mWhs1qJb/gwFm2bKi6pgaFQIIXQgTPmLxIxnXoxtyqV1kxoIjCjIrAE65KfL/7JUZlZaO8j+QOIcKTpio80T+BqLhxLPc9wuKRe6mIrptgft9e/H98BkP3BzfIJiDkxwC63G4iHM5Tlkc4nFSeY5Vf6/Mxbd4cOnfoiM1qPeN6Pp8Pn//4h+bY1YmKoqAoynlG3vQda5OiKKhqyB8rnFa4tzFU23d7lziKPYNZlP8sluG/YvjXrYg+aoeC/fhfeAbzcy+jaIH0daFXCUvuuHRC9XN3rsK9fRD6bbSpKs8OSeZnU3/Cem8Blqu+ZPjXeVirTRhrVqL/513UH98T7DCDqskWgDMXLmD24oVnXeeBH98R+OU0+dPAQDndEyfx+/18NOErDMPgupGjz7ru3KVLGsRkMVt4/J77sNvtYZnEj7Hb7cEO4ZKx1v2nbbVacTgcQY7m0gnFffiroXZ+/s3NrCzZj3X0Pxj+VR62ahPGmlUo7/8dxwOPYRgGbre7wXaSO5qOUPzcnYvmkjcgtPehwwGvjM3hp18+SaRzH7aR6xg8OQdNV/FP+lIKwGAHcCb9uvegc/uzX60TGx1D4eHDuE76DwDA7fEQ4Tz16P5Efr+fD77+kiNlZdx96w/OegQPMKRvPwb26l3/t2EY+H0+qqqqzrpdqFIUBbvdTlVVVdjOxVZTU1P/0+PxBDmaxhfq+/DXAxN4cOoDbNR2Yx+1gMGTctF0lZrPPsCfmYM27NTCS3JH8IX65+67hHvegPDZh7Em+O2QNJ6Y/iLOpB8RNaCgfoaB5q7JFoBOhwPnORxZZaalU11Tw/6DBWTUjeXZd7CA6poaMtPSz7jdsQReevQod9/6A5z2734vk8mEyXT8n8wwDNw+H4ZhhPQX5EyOnfY3DAM9TO/IcGy/hWsbQ30fRpgVnhvcgp9Pe47IxB8T1b+AngsDydv32p9QMnMgp1WDbSR3BF+of+6+S7jnDQivfdgu3sIDfbJ5a+kb2NuOJ6a0BCtR5AY7sCALvY79kyQlJNA6J4cvpk5hX0EB+woK+HLqFNrmtiIxPr5+vZf//g4bt20FwK/r/O+rLyg4VMgt467F0A0qXS4qXa4G43SEEMGXHmXmlwNaMr/qVTa1hZ3tSgJP1NZS++KzF/y6kjuEaD5G5ERwdbv2zPe8yLd9C1k16Nwv9ApXTfYM4PkYP+46Js6awT8/CdwxoF1ea64dMarBOsVHSqmuO21fXlHBlrqJX19/7x8N1rv7+z8kNzPzMkQthDhXPVPt3NqlHRPWvYS930+JKbWTcNgJxUUX9bqSO4RoPu7sEsuuo0NYVfoITsPglmAHFGRKaaUefv0Pl8mxAeiKooRtN47D4cDj8YR8F8CZFJUU8+7HH3L3+FtpkZAY7HAaXTjtQ8MweH5RMYcL/84g3yuM/KI1NiUK8+fTcTqdIXUxheSO0BbueQPCdx9W1Pi5f2ohtX6dj29sGXK5ozGFfBewEKJ5UBSFR/sk4LHdzmbrMJYNzcenhc9/TEKISy/KqvHs4CReHpka7FCCTgpAIUTIsJtVfjOoBWt9v2V7ajzTb9oe7JCEECEmO8ZCepQ52GEEnRSAQoiQkhFt5oHeLZlX9TKltoRghyOEECFJCkAhRMgZkhXBgNzuTHJ/GuxQhBAiJIXFVcBCiObnvh6xJDm1YIchhBAhSc4AXoQTJwMNR8cmqQ3X9kHgwgKL2RK2V4GF8z60aCrf7xgDhN53UHJHaAv3vAHhvw/D/Tt4LmQamIvg9Xrxer3BDkOIZs9isWCxWIIdxjmT3CFE0xBquaMxSRfwRfD5/bz6r3/wyN33YLfZgh1Oo6uuqeGPf32DJ+9/8DvvdRqqwr2N4d6+qupq/vLu33jk7nsIpRQuuSO0hXv7IPzbGKq5ozFJAXgRVFXF5XGjqmpYdgUoioK31ouiKGHZPgj/NoZ7+078DoYSyR2hLdzbB+HfxlDNHY2p+bZcCCGEEKKZkgJQCCGEEKKZkQLwIpg0jWH9B2LSwnMqinBvH4R/G6V9TVOoxn2upH2hL9zbGO7tOxdyFbAQQgghRDMjZwCFEEIIIZoZKQCFEEIIIZoZKQCFEEIIIZoZmQfwPM1Zsoitu3ZSWFSEpmn89uHHvnMbwzCYtWghK9atoaq6moyUVK4bOZoWiYmXIeLz46muYtLMGWzeuQOA9q3yuGbEqLNOVvvp5Ems3ri+wbKM1FTu/9EdlzTWc7V09SoWLF9GpctFi4RExg4fQXZGyzOuv3tfPt/MnkVRSTFREZFc2acPfbp2v4wRn5/zad+u/Hze/eh/pyx/5O57SIpPuNShnrfd+/axYPlSCooOUelycdsN36ND6zbfsU3T23/hnjcg/HKH5I3jJG+EJykAz5Pf7+eKNu1omZrOqvVrz2mb+cuXsmjlcm4aM46EuDjmLFnMPz75kMfuvhdrE5th/eOJX1NeWcmdN48H4MtpU/hk0gRuv+mWs27XOieHm64eV/+31kSurFq3ZTOTZ83k2lGjyUrLYPna1bz36cc8ctc9xERHn7L+kbIy3vvsE3p17sIt465lb8F+JkyfhtPu5Iq2bYPQgrM73/Yd8+hP78VmOf7ZczoclyPc81Zb6yWlRQt6dOrM/7764jvXb6r7L9zzBoRX7pC8cXqSN8KLdAGfpxEDBzGwV2+Sz/Eo3DAMFq9cwZB+/enYpi3JiUncPGYctbW1rN286RJHe34Ol5SwffdubrxqDJlp6WSmpXPj6DFs3bWT4tLSs25r0kxERkTUPxx2+2WK+uwWrVhOj85d6NW5K0kJCYwbPpLoqCiWrVl92vWXr1lNTFQU44aPJCkhgV6du9KjU2cWrlh2mSM/N+fbvmMiHM4G+6upzobfJrcVo64cTMc255aEm+r+C+e8AeGXOyRvnJ7kjfAiZwAvsSPlZVS63eRl5dQvM5lMZGe0JL/gAL27dgtidA3lFxzAZrXSMjWtflnLtDRsViv5BQdIjI8/47a79+Xz3OuvYLfayG7ZklFXDibC6bwcYZ+Rz++n4FAhg/r0bbA8LyuH/IIDp90mv+BAg30FkJedw8r16/D7/U3i7MQxF9K+Y15/7x/4fD6SEhIZ2q8/uZlZlzDSyyeU9t/ZhFLegPDKHZI3zkzyRniRAvASc7ncAESelNAinU6OVlQEI6QzcrndRDhOTbwRDieVbtcZt2uTm0untm2JiY7mSFkZMxfO592PPuDB2+/EZAreR8zj8aAbBpHOiAbLI51Otp+hPS63+zT7KgJd13FXeYiKiLxk8Z6vC2lfVEQEN4y+mrTkZHx+P2s2buAfH33A3bfeRk7LM49vChWhtP/OJpTyBoRX7pC8cSrJG01n/zUmKQCBmQsXMHvxwrOu88CP7yA9JfXC3+Ske2kbpy66ZM61fcBpgzIwUM4Sbed27et/T05MIj0lhRfeepOtu3ae8yn4S+qUf/uzt+d06wcWN9Ebop9H+xLj4xucjclMS6esooKFK5aFRSIHLtv+C/e8Ac08d0jeqCd5IzxJAQj0696Dzu3bn3Wd2OiYC3rtiIjAUUWly93gKMLldl+2bo5zbV/h4cO43O5TnnN7POcVa1REJDHR0ZQcPXLesTYmh8OBqihUuhoe1brcZ25PhNNJpct90vpuVFVtEmOTTnQh7TudlmlprNm0sbHDC4rLuf/CPW9A88wdkjfOjeSN0CcFIIErmS7V1Uxx0TFEOp3s3LuHtORkIDAGY8/+fVw1eOglec+TnWv7MtPSqa6pYf/BAjLqxvLsO1hAdU0NmWnp5/x+7ioP5RUVp3QxXG4mTSMtOYWde/c0OJuwc+8e2ue1Pu02mWnpbKmbxuKYHXv3kJ6c0uTGgVxI+07nYFFR0PdVY7mc+y/c8wY0z9wheePcSN4IfU3zEp4mrKy8nINFhyirqEA3DA4WHeJg0SFqvN76dV7++zts3LYVAEVR6N+zF3OXLmbjtq0cKj7MZ99Mwmw206V9h2A147SSEhJonZPDF1OnsK+ggH0FBXw5dQptc1s1OP1/YvtqvF6+mTOL/IIDHCkrY1d+Pu9//ikOh4OO3zHv0uUwoFdvVq5by8p1azlcUsKkWTMpqyivH0Q/bd5cPpk0sX793l27cbSinMmzZ3K4pISV69ayat1aBvbqE6wmnNX5tm/RyhVs2r6NkiNHKCouZtq8uWzctpV+3XsEqwlnVeP11n/HIDBdw8GiQ5SVlwOhs//COW9A+OUOyRuSN5ry/msscgbwPM1YuKDBxKWvv/dPAO7+/g/JzcwEoPhIKdU1NfXrDOrdl9paHxNmTAtM6Jqaxk9u+X6TnMtr/LjrmDhrBv/85EMA2uW15toRoxqsc2L7VEXhUHExqzduoLq6msiICHJaZnHrtTc0ifZ1btceT5WH2YsXUel2kZyQyO03jSe2bq6rCpeLsory+vXjYmK446ZbmDx7JktXf0tURATjRoxssnNBnW/7/H4/U+bMptxVidlkokVCIrffdAttc1sFqwlndaCwsMEEtN/MmQVAt46duHnsuJDZf+GeNyC8cofkDckbTXn/NRaltFI3gh1EqNJ1vf53RQnfgaJCNFWGcTx9NdU5yU5HcocQwRWquaMxyRnAi+TxeIIdghDNnqOJ3pHgbCR3CBF8oZg7GkvzLHvFOVEUBafTGdZnKA6XlvDnv73N4dKSYIdySTSHfSiannD/3IV73oDw34dCCsCLcuyLEa5fEEVR6h/hyjAMvLXeBt0B4STc92GofgdDNe5zFe6fu3DPGxD++zDcv4PnQgpAIYQQQohmRgpAIYQQQohmRgrARlDtC99uACGEEEKEHykAG8Fflhajh/FYECHEpbH+cHWwQxBCNFNSADaCnYUr+Ghj+XevKIQQJ3hx0UEOu33BDkMI0QyF1TyAS1evYsHyZVS6XLRISGTs8BFkZ7Q87bobt21l2ZrVFBYV4fP7aJGQyPABA2mdk3ve7zvA/iSfrn+X3Ngr6JPefOcUEiJUBSt35PBXfjv/EV4ZmYzVJMfjQojLJ2wyzrotm5k8ayZD+vXnZ3fcRVZGBu99+nH9vf9Otmf/PvKysrn95lt48PafkJOZyfuff0rBoUPn/d6t9tUy2PEwLyw+wN4y73dvIIRoMoKZOzoqn+Cv/JKXlpaG9ZQiQoimJ2wKwEUrltOjcxd6de5KUkIC44aPJDoqimVrVp92/XHDRzKoT18yUlJJiItj9KAhxMfFsWXnjvN+7x4L0sg7upPO2u/49bwiyqv9F9scIcRlEtTcsTCdvtbfsXH/Mj7YIMNIhBCXT1h0Afv8fgoOFTKoT98Gy/OycsgvOHBOr6EbBjVeLw677czv4/Ph8x8v7o4dsZt8GgOmZ1N1w1TK9Rx+t+B+/jwiBYsW2hNMnjhRZrjeKzHc2xju7QMu6sxZsHNHWn4UXRyx1Hb/GZ9t+IiWMZ0YnBVxAS1pWsL9cxfu7YPm0cbmftY9LApAj8eDbhhEOhsmzkink+1u1zm9xsIVy6j11tKpbfszrjN36RJmL15Y/7fFbOHxe+4DwOmyMGB6FrVjX2f2kUxeWX4jvx2WHhazjNvt9mCHcMlYrdb6n+F8T8hw3YeGYeB2uy94+6aQOzqsbkFFTD5VOQ/y8uL/kB7XgU7J4fFZDNfPXXPJGxC++/Bic0c4CIsCsN5JtZaBgXLywtNYu3kTsxYt5Ec33kSE03nG9Yb07cfAXr2Pv75h4Pf5IC4eCjwkFDnpNS8D79Anmb4nkb8uGcSdXeMuuDnBpigKdrudqqqqsD1Sqqmpqf/p8XiCHE3jaw77sFEEK3fU6TUvA0/kLjzxj/H41Dd4/apM0qPM59+OJiLcP3fhnjcg/PehCJMC0OFwoCoKla6GR+wut+esSRkCA8C/mDKZH1x3A3lZ2Wdd12QyYTId/yczDAO3z4f5yeeoffReqKkmc1csrmgvvu4/Y+LG/xJv78K41lEX3rggOnba3zAMdF0PcjSXxrHEFq5tDPd9eLFn2IOdO9ThV6NP+hxNV+k/PZvq65bjsT/HE7Oe5bVRqcTatQtvXBCF++cu3PMGhP8+DIfeuYsVFh37Jk0jLTmFnXv3NFi+c+8eMtPSz7jd2s2b+OybSYy/5jratsq74PdXclqh/eIZqPtAdVjdgvZbFYY77+PdlTtYkN+8TzML0VQFO3doP30QpUsPAGzVJq6cksMV/gkkev/KU3OKcHvD7z9eIUTTEBYFIMCAXr1ZuW4tK9et5XBJCZNmzaSsopzeXbsBMG3eXD6ZNLF+/bWbN/Hp5ImMGTqMlqlpVLpcVLpcVFdf2Mz8at+BqHc/WP9390XptN1XzjDHfby8eDerC6suroFCiEsimLlD0TS0J5+FzMAZxMgKK1dOzaan9g6a67/8dv5hvH4pAoUQjS8suoABOrdrj6fKw+zFi6h0u0hOSOT2m8YTGx0NQIXLRVnF8WkWlq9Zja7rTJgxnQkzptcv79axEzePHXdBMWjX3gTFh9G/+hjVUOg7OxPv1bupTfwZz85/hz8My6R94pmvFBRCXH7Bzh1KRCSm372I79H7oLSYuGIH/WZk4h/1R+aVRvPcguv5zaAkTKp0WQkhGo9SWqnL6M4LdOwqIkVRjo8J0XX8Lz2HMX8WAF6Ln3ljd7EhpgfLfa/x4ogMWsVZgxn2OVNVFYfDEbhSMgzHgAAUlRTz7scfcvf4W2mRkBjscBpduO/DY989p9MZUmN6Tps79u7G9/j9UHf18f6cMhYPLWBOzV/ITbuaJ/snooVIERjun7twzxsQ/vswVHNHYwqbLuCmQlFVtIefQunWCwCLV+PKKdm0c62gh+kX/HJWAbuOyt1ChBANKVk5aL95AeqmGMnYHUOvhckMtj3K9gOz+fOSEvxyvC6EaCRSAF4CitmM9qvfo7S/AgBbtZkhk3Pp4FlIF+0JfjnrgBSBQohTqB06oT31e9ACV//mbIun1+IkhtofYvP+2bwoRaAQopFIAXiJKDZ74Gg+N3CFoN1jZsikXDp65tBFfZzHZ+5nR2lNkKMUQjQ1ao8+aL/4DdRNw9FqcwI9l8YxzP4gm/fP5oUlJfikCBRCXCQpAC8hJSIS0+9fgexcABxuC0Mn5dLRM49u2mM8Pms/m4sv7KpjIUT4UgcOQXvkV/VTS7XemEivJQkMtT/Itv3T+f3CYrx+KQKFEBdOCsBLTImKxvT8K/XTPDjcFoZObEVH1yJ6mx/kqdl7+VamiBFCnEQdMhLt50/WF4F5mxLoszCRofafsb9wAr+eV0RVbfgNzhdCXB5SAF4GSnQspj++Vn8m0O4xM3RiK644upqBlnv53dwdzNsrk0ULIRpSh1+F9shT9d3BuVvj6Tc3lcHWX1BR8jGPzzpEebU/yFEKIUKRFICXiRIdi+kPr0FuayAw6/+QSbl0PLyN4fY7eGXxJr7cWhHkKIUQTY06dHTgTkN1RWDWzliunJHJlebfYKp8i4dnHKTQVRvkKIUQoUYKwMtIiYrG9MfXUDp0AsBcqzFoSg6d8g9zlfM2Ply9irdWlcpVfkKIBtQrh6H96nkwWwBI3RfFoG9y6ctfSal5np9NO8C2ErmoTAhx7qQAvMwUZwTasy+j9OgDgOZX6Tczk66barnaeRtLd8zkdwsO45GxPUKIE6h9BqA9+xLYHQAkHnIybEIruns/o5vyM345c7fcd1wIcc6kAAwCxWZD+/UfUYaNDvyNQrclafReEslI2/9RUvRffj69kEPSrSOEOIHaqSumP70OMXEARJXZGP5VHl2OrGSI7ce8vGgD/11fVn93ESGEOBMpAINEMZnQHn4KdfyP65e13pjIoOkZDFJ/T1L173hg6j5WyxXCQogTKK3aYHr5bUhvCYC9KjDHaNc9hxjrHM+0TXP43YJi3F7pRRBCnJkUgEGkKArabXehPfRE/cz/KfujGP51Hj3dX9FHu4vfzd3Ex5vK5YheCFFPSU7F9NLbKFd0BQJDSfrOzqT3CiujbHdRcug9HpxWQH653HFICHF6UgA2AerIMWjPvwKRUUCgW2fEV3l037+DMY5bmLR+Fs/MO0xFjUz3IIQIUCKj0J57GWXUuPpl7dYlMWRaS65U/kSm93EemrKLmbtdQYxSCNFUSQHYRKhXdMX0yruQlQMErhAeMCObvstNjLbdhav4De795gAbDsudQ4QQAYrZjPbgL1Dveai+FyH5QCQjv2hNryNzGW77Pn9ftoQXl5TIpNFCiAakAGxClJRUTC+/g3Ll0PplbdcnMXxSNgNr36YLd/HrWev519qjci9QIQRQN5Tkmu+h/eFViIkFwOmyMHRSK3pvrGSM4wfk7/8H935TwBaZKkYIUUcKwCZGsdnRHv9t4IjeZAIgocjJqM/b0GfvNsY6bmTJ1s/42bRC9hyV8T1CiAC1YxdMr/0TpUPnwN+6QpdlqQybksZg/c+089/LkzPW8++1R6mV+wgL0exJAdgE1R/Rv/gWtEgBwOLV6Ds7k8Fzoxmp/pLkqod5eOomPthQJslcCAGAkpCI9sdXUW/+Yf09hJMLIhn9WRv65m9grOMGlmz9iPunFLCtVM4GCtGcSQHYhKmt22F6418og0fUL8vcGcvoz9owoGAxYxzXMW/TR/zflAI2F8vYQCEEKJoJ7cf3BC4si08AwFpjot/sTIbOjmEET5PtvY9fTl/LO6uOyNhAIZopKQCbOMUZgekXzwTuBeqMAMDuMTNwejbDZkcxyvgVrWrv4ukZK3llWYncGF4IAYDauTumN/+/vTuPj6q6Gz/+uXcms2dfSUJCAmEJSGRHBARkERD3Ba22auvSxV9ta9uni9rVPj6ttY9Pba17WxXFuiCgyKbsq+yrhCWBhBCSkG0ms917f39MCEQW2Scz8337GjF3zky+hzvz9XvvOffc11CGj27b1nlPEhOn92Dk7k1c77iebXue41szy1hU5palpoSIMVIARgh11DjMf/932y3k4Ggy78moHV9wg+NGKvc/xbc+3MUHOxrlIhEhROj+4z/7Dab/+jUkJAKhs4GDF+UxflYnxnn+jyHKrby4/GN+suAQe2ResRAxQwrACKKkpmH61f9gevSxtmRu8ZvovyyHa97vwtja1xlrmcLHG//FA7P2s3y/R47qhRCoI8aEDiCPm06ScdDF+P90Z8yqZqaY7yeh4WEe/Wg1T6+oocYTDF+wQohLQgrACKMoCuro8Ziffx1l3KS27cm1dsbM7Mb4eXYm+n5FiXYLzy+dwSNzDrKxSm4nJ0SsU5KSQ9NJfv1H6JQDgGoo9NiczuRpPRm/43NutF9P7YHHeGDGJl5cVyeLzwsRxaQAjFBKYhLmR36G6U9/h65Fbdtz9yUycXpPJixt5nrje3Ru+Rp//HQ2P5p7kA1VLXJGUIgYpw4civlv/0S965tgtQKhYeH+y3O4dnpXJpbN5jrbRHbt/i33vb+Vl9cfkbnFQkQhKQAjnNqrD+ZnXgzdTzg5JbTNUOi6I5XJ03oyaWUVNxoPkt18B898+h7fn3OQZfvd6FIIChGzFIsV0x33YP7HGyijx7dtdzVZGfppPlP+k8eU8ne51jqeXaVP8K0PNvDcmloONcvQsBDRwhzuAMT5U0wmlPGTUUaMRp/xDvq708DjxqSrFG1No3B7CmVFh+lW8ghl3i78a/ndvGS7lut7pDG+qwtHnBwHCBGLlPRMzI8+hnH9bWj/+gfGujVA6H7kQxfm03utjx4lMyktmsauskk8XHo3l+X05caeCfROt6K0rjUohIg8UgBGEcXuwDT1G6iTbkB/dxr6rHfB68WkqxTuTKFwZwqVeY306vPf7Mt+hmWbb2HaxlsZ1qUrk4tcdEuxhrsLQogwUIp6YP7tn9E3rkN/4xWMrRsBiG+0MnBJLn3WBNhdvJzS4pnsqRnAMwunYnaN5druyYzp4sJpkYNIISKNFIBRSElIxHTvQ6g3TUX/YDr67PfB3QxAdnkC2eUJNCZ52d3rXfYUvcLeA1fw5N6bsblGM75bCqO6OEmymcLcCyHEpaaW9Efp2w9j03r06f/G2LAWAJs3jt7rsui1IZMDXarY3esx9lmfZMnG63lz3Y1c3rkn47u66Jthw6TKWUEhIoEUgFFMSUzC9I0HUG+9C33Oh+gf/gcOHwJCQzz9VuTQd1UnKvPL2Nf9MfbFqazdMoH/bJhI57ShjC5M5OruFuLC3A8hxKWjKApKSX/Ukv4Yu3aivTcNY9lnoGmoukLeniTy9iTRHO9jX9FMyrr/iz2HevLKgck0mCdwRX4XruriYmC+PdxdEUKchlLbJCsGnyvDMHC73SiKEhFX1xpaEGPlUvRZ72NsWnfC8z5rkAMFDewvrGdfloN9+lgq9FFkpg5naG4CQ3PtdHJFVzl4qOYwL771JvdPvZPMtPRwh3PBqaqKw+HA4/Gg69F3y6+j3z2n0xlR89EiLnfUVKPP/gB97myorzvh+bp0D+Vd69nfpZHdzr6UB8fgNo+lJLcbQ7PtXJ5lw2qOnmHiaM8bILkjFsgZwBiimMwoV45CvXIURkU5+pyZ6As/gfojQGgpiK47Uum6IxW/ReNg3lIq8z6iHIOtDYOYu3E4hu1K+mR3o1+Wjb4ZNuKtMlQsRLRT0jJCowl33ouxain63Nno69egtBYGKYcdpBx2cPnKbI6kNlCZ/08O5v0fu41s3i8bzvP6MDJThzIgO5mSTBtdky0yVCxEmEkBGKOUnDxM3/wu6j0PYny+Gn3RfPSVS1C8XiB0h5H80mTyS5MZisGR9DKqcrZQnf0n9vqT+aRsIP/W+mN1DKJrRnd6Z9jomWYl22WO2aMpIaKdEheHMnw06vDRGDWH0RfNQ180H3bvamuTXGsnudZO73WZjLAGqc75lEPZM6lq8VHa0JNVWwfQyAAyUwbRKzOVXmlWeqRaZTUCIS6xqCoAV6xby+JVK2lqbiYzLZ1rx46joHPeKdvvKS9j9oL5HKo5TIIrnpFDhzK034BLGHH4KSYzyuBhqIOHYXhbMD5fhb58MfrqZSgeT6gNStsRfvGGTEYqBvWpW6jNXE1txtMcrI1jzf4ezDF641GKSU7oQ35qAQXJNgqSLXROMGMxSXIXHZfkjrOnpKVjuvlOTDffGRpRWLYYffki2LWjrY3VZ6bzniQ670kCwGtroTbjE2oz36c2vYW91Vl8ENebOq0Ys70PmcnFFKakUpAcR0GShVS7SQ4ohbhIoqYA3Lh9G7Pmz+P6CdfQJaczqzas49Xpb/HDbz1IUmLiCe3r6ut59Z23GVxyObdPuZ59FfuZ8ckcnHYnl/XsGYYehJ9isx8bIg4GUbZvRl2/Bt/q5bB3d1s71VBIqXGQUuOgaGsaAAFzPQ0pC2hInU1Dspe6JNgXn8VSexcajQJMlgLinYWkJhSQnZhKlstMltNMhtOMI06RJC/CRnLH+VNy8jDddhem2+7CqKuBz1ehrF+L//OVKM3Nbe1sXjM55YnklIf+XkcDbtdO6lM30JDipTHJy6HEBJbE5/KeqSteJR+7rZCk+AIyEzvTKd5BlstMptNMqsOEWYaRhThnUVMALl29ioEllzO4pB8AU8aO54u9e1i5fh3XjBp9QvtV69eRlJDAlLGhVfAz0tKoOHiQJatXxmwSP55iNqOWDMBxxQi45yG0msMYWzZgbN6AvmU9xv5ylOMmr8cFTaRVO0mrdrZ7H81Uhjt+F+54P26XH48rQJPTRJUtga32ZOos6TTaM1CtmVji0rHb0nBYU4i3p5BgSyTBnkiC1YzTouKyqDjiVBxmBYtJikZxYUjuuLCUlDTUCVNw3Hg77qYmtNKdGJvWY2zZgL5tU7uCEMDZbMHZbCGn7Phi243X9jnuhBW44/14nAHcriD1DgdbbUkstqVSZ0nHZ8sizpqOzZqGw5qKy5ZCvC2ZeHsiiXYnrta84YxTccQp2M2qzD0UolVUFIBBTaOi6iBXDb2i3faiLoWUVRw46WvKKg5Q1KWwffuCQtZs2oimaZhMcnHD8ZSUVJSRV8PIqzEBhrsZY+c2jF07MHbtQN+zE+VQ9QmvM2kqCfU2EuptJ3nXFqAcKMdv0fBbgwQsOgGLRsCiETTrBM0GAbOK22TmiMlMUG19KCYM1YyhmjCUOFBVFEygqCioKK3/VlFQDb70MFD10J+GpjHG3cKhZxZRi9K2XWltp+igEHqdcvw/ioKqqKG7sKgmVJMZ1WzGFGdBtVhR46woVgeqzYlqT8DkTEZ1OMHuBIcTxRUP8fGQkIhik+UywkVyx8WlmEyoRT2hqCfcfEfoiueK/aHcUboTfdd2jL2lKF7fCa+1eeOweeNI/dJBZUgtUIumbiNg1fBbtda8oROI09DMOgEzBExmasxmqhQzgdb8oStmdNWEoZhANbfmDBMKKqgqqqGgEhrpCD2M9rnDAIIaoz0tVD2zmBpa2+hH8wYore2U1ryhGoCioCoKiqKGHiYTqmpCNcehmuMwWayoFitKnA3V5kC1xWOyJ6I6ElCcobyBw4kSnwCtD0U+a+I8REUB6PF40A2DeKer3fZ4p5Mv3M0nfU2z20280/ml9i50Xcfd4iHBFX/Ca4LBIEHt2E3Rjy7fUF1bE7WXyVutVnw+38mXqsgrCD2unhj6ucWDuWI/auUBTJUHUKsOoBwsx1xbhxo4/c3kLX4TFv/ZJDOt9XGhNF3A9zqRwamj1eNUgvFO9IQEjJR0SM3GSElDS89AT8tEz8jCcJ7sf4Jf7Sv3YYRTVZX0lNRzfr3kjovjtJ87mx1KBoQeAIaBWlONqWJ/KG8crEA5WIapugpTYzPKaT62Jl3F1KJiaznT5al0wH8uXTqFxgv4Xid3qk+HoYDmsKLFuzASkzHSsiAlCz21NXekZ6KnZcA5FomSO6JfVBSAbb50Zt/AQPnyxq9oH9p88td8umI5C5YtafvZEmfhJw9+m1ffmY4/cCGTSjSIg6yC0MMwcPh9JHg9xHtbiPe24PR5cfmacQQ9OPxe7P4A1oCG1a9jir5cc1pqQMdS1wR1TbCvAthwQhuPxUyd00WtM5kaVwLVCYlUxyfitcT27fuOfgfPm+SOjsOZDN2SoRuYNK1d3nB5W3D6W4j3N2MPtODw+7AFglj9OpZgbCUOxQCz24fZ7YOqWthZekIbTYFGh40aZxK1rkQOuxKpTkikzhmPrsb2hXkXLHdEsKgoAB0OB6qi0PSluSXNbg+uU5w5cTmdNDW7v9TeHVr80n7yIbnRVwxjxOAhbT8bhoEWDHLvrbfF3lH8BWYAXsBrGBAIoHg9KF4vis8Hfj9KwB/argUxAj4MzY8R9GLoQQwtgGEEwdDRdQ0NHd0w0BQFzdAxFBVNAV1R0BUVXQFNVTFUlWa/ny/Kyigs6IrFYSeIgq6qaCjoCgRR0BQDzTBC76sbaIZG0Aiia0E0PYAR9KHrAYygF6X1oQZbMAdbiAu0YNNasAVbsAe92AP+ULHrU7H4TFi9ZqxeM7aW0J+n4vAHcfjryT1S3257MDUFraA7WmERwW49CBZ0heOKwlg4ij8fkjsujkv5uQu0PtB18HlRWjwoPh+Kz4sSCITyRjCAEQiA5sMI+jGCPgwjiKEHMAwNQ9fQDR0Noy136BhoiooOGKoSGnNozRtun58d+8vo2qUrFoejNb+ooZzTmm80dIKGio6GZhjohkbQ0AnqQXTNj6EF0LRQLlOCXgh6UY/LHdZgKG84gl5sQS8Ovx+bX8fiM2HxmbF6TVhbzNg9cZi0k38PTAYku70ku6soqq5q266bTWh5BWgFRQS7difYrQd6RiYcN69ackf0i4oC0GwykZPVidJ9e+nT49gk7NJ9eyku6n7S1+Tn5LK9dFe7bbv27SU3q9Mp5/CYzWbM5mN/ZYZh4A4GyUhNi9ovSDSvBA+hFf2XvPUm142eelFW9NcNA7dfp9Gv0+DVaPDpHPD4OeKuo95TTZOnCrf3IAF/FdZgJZneSjI8h0jzHCGhScHVZMHVYMXVYMXhOXGYy1xbh7l2JaxdCYBhMqH0KEa9rB/K5QMx9e6LMzExavfh+d5JQ3LHxRHtueNQzWEWvfUm142546LdCcSvGTT5NBp9OvU+jXqvxj53M0fch2loqabZcxCvrwrdX0lKoJKMlirSW2pIaXaH8kajBVejlfgGK+Zg+2JHDWqoe0qJ21MKCz4GwEhJQe3TD7Vvf5T+gzB1yonqfRgpd+G5mKKiAAQYPngI02fOICerE/k5uazasJ76xgaG9OsPwJzPPqWhqYnbp1wHwJB+/Vm+bi2zFsxjcEk/yioOsHbjBqZed2M4uyGijKooxFtNxFtN5MQfLeAcQBLQ/kKCZr9GVXOQiqYg+xv8rGmopK5xFx7PLlzsJlPbRX5jOen1AZJqbSTV2EmusRMXPFZ0KJoG2zajb9sMb/+LoM2GMWAIRv8hMOgKlNS0S9X1iCG5Q3REFpNCqsNMquP4rS4gq107TTeo8WhUNgeobAqyqaGJqvo9NDbtgkApSWopnT27yW2oJrnOQlKtjeQaOwkN7S/MU+rqMBYvQFu8AIBgdi5ceRV6v0EYvUtQzFFTLohWUbNHS3oV42nxsGDZUprczWSlpXPPrVNJbl3Hq7G5mfrGhrb2KUlJ3Hvr7cxaMI8V6z4nweViyrjxsoyDCBuXxUS3FBPdUqyAE0gGeqPpBgebg+w+4mdXrZc1NfupbdhAPFvIUDZR2LSTrMMKaVUO0g+6iG88bgjY6yWwbBEsWxT6uWdvlGFXoY4Yg5KRGZZ+djSSO0QkM6kKmS4zmS4z/bIA4oFsYDhuv87eej+lR/xsqGmisnYr/pZNpJo2k6ttoktNNWnVdtKqnKRVOdsdTFJ5AN87b8A7b4DThTLkStTho1H6D0aJi657wscqpbZJj+1zoOch0m7ofraifRgHIvem7rphsL8hwNbDPjYdcrOvehOW4GqyTGso8K0jt1Il64CLzAPx2E9xhaRSfBnqmGtQRo5B+dJVsJEiUm/oLrkjskVq3gBw+3V21PrYUu1la9Uh6upXka6uIVtdTbe6cjIrQnkjrcqJapzkO+WKD90wYOxElF59Iup7d7xIzR0XUtScARQilqiKQn6ShfwkC5OK4jGMTCqaRrPuYAtrKpqYa1pDev4Sck2L6XpkL9n7Esjdl0hS3bGLFIxtm9G2bYYX/jd0VnDSDSjFl8VsMhQiFjgtKgM62RnQyQ4lyfiC3dl6+DbWVrYw01KBlrCInMuWUKAtJ68CcvYl0qk84dgyXc1NGJ/MRPtkJmTnol4zJVQMJiaHt2PirEkBKEQUUBSF3IQ4chPiuK5HAn6tExuqxrP8QAvTjV0kXTaP/H5zKXRvJ293EnmlySQeaZ0D5PdjfDYP7bN5kF+I6bqbUUaNR7GdbPFuIUQ0sZpV+ney07+THQakUNXck5UHvs6y/Q3M15eR13keXZT5dKkMkleaTM6+hGNDxZUH0F/5O/q/XkIZOQbTdbeiFPUIb4fEGZMh4PMgwziRL5KHcs6EqqpYbXZW7atj4d4m1pTtJoNZdDXPouBIJV2+SCZ/VzJW35eOBRMSUSffiDrlpg59ZB+pwziSOyJbtOcNCO1Dn2Jh7o4aFuw5Qm3dEgrjZlHAQgr2WSnYmUxm5YmLniu9S1BvuQNl4BUoHXiplUjNHReSnAEUIsqZVIXLs+z0zbDiH5jKqoo+fFL6XZb71tBt0Lt0HTyHwr0Wum1LI+1Q69p3jQ3o015Df3daaIjnlq/JFcRCxJhku5kpPRKYXOSiqvlW5u2ZxILdh3B0nkVR13cpaN5O122pFOxMaTuINLZuRNu6MTSacMc3UK4c1aELwVgmBaAQMcRiUhiR52REnpNq90TmlA7nk9KfkNL5A3p2nUaXui/ovjmNvN3JqLoCfh/6h/9B/3gG6qQbUG+7GyWp454RFEJcHFmuOO7um8TXLkvk84PfZtYXd/FWy+f0GPAWRQM/pnCXkx6b04/d971sD9p/PwF5XTDd9U2UYVfF7Jm2jkoKQCFiVIbTzNdLkrmjTxKLy/N4d9vXWeucT5+Rr1EwaDM9NqVTuCM1tIhsIIA+4x30ubNQb5yKetNUFLvjq3+JECKqqIrCoGwHg7IdHGwex4wdQ/lw9/fJ7/oWPXq8ReF+g17rM0irbh1NKN+H9uRjKN17od7zEGpJ//B2QLSR87JCxLg4k8LVBS6em5TD/xt1O9WJb/Gu+iIzhxQw647t7OhbTdDcOo+rpQX9zVcJPnAn+rzZGFE4v0sIcWY6ueJ4aGAKr9x4OQN6/YL52jxmZN3PzOvq+Wzybmoyj90y0fhiO9rPv0/wtz/DqNgfxqjFUVIACiGA0KTofll2nro6i1+MnURj0mu8Z7zKx4PymT11O7uKa9DV1gsW6mrR/vLfaD96CH3XjvAGLoQIK5fFxNQ+Sbx2Q3dGXvYIn2ofMyvtQWZPqWXxNXuoT2lpa2usXErwO19H++cLGN6W07yruNikABRCnKA43caTYzL5xdUTOOj8JzP4O3OHJfLxbTs40KW+rZ3xxXa0HzyA9tzTGO7m8AUshAg7m1nl5l6JvHJDEVcUf59PAnP4OOtOZt9UzqpR5bQ4AqGGwSD69H8TfOhu9FXLwht0DJMCUAhxSn0ybPx5fBbfGTGFTabpfBT3a+aOa+HTa0tpSG49ejcM9I8+IPjtu9FXLA5vwEKIsLObVab2SeLl67vTreBnzPDOZl7BVXw0dQfb+h1CU1unjhw+hPab/yL4h8cxjtSFN+gYJAWgEOK0FEXhilwHL1zbmYmX380nvpnMT7uDj27ew/orKgiYtVDD2hq03/2C4B9/g9HUGN6ghRBhl2A18dDAFP567eXoqX/kA9/rfDogjTm37eRgblNbO2PppwS/83X0JQvDGG3skQJQCHFGzKrCjT0TePm67qTl/IwZLe+yqLiAObftpDLvWMFnfDYvlMzXrQ5jtEKIjiInPo7fjs7kkZFj+FyZxnzLj5k/8TArR5fhswVDjRob0P77CYJPPYHR1HT6NxQXhBSAQoizkmw38ZNh6Tw2ZihbTa8x3/xzFkw4zMrR5fgtrcm8rhbtsR+hvfAsht8X3oCFEB3C0FwHL17bmZKi+/nQ8z5LCvrx8W072F9Y39bGWLyQ4MP3oG9eH75AY4QUgEKIc3J5lp0Xrs2hX9G9fOh5n2UFvUNDO52PnQ3UZ7xD8NFvYxysCGOkQoiOwmZWub9/Cn+6poR9lueYazzJp1cfYfnVZccOIA9Xo/38EbRpr2FoWngDjmJSAAohzpnFFErmT44rYYf5HyxU/4sF1xxk3bAKNFPrRO/duwj+v2+iL1sU3mCFEB1GtxQrz03K4cqeU5npeY+VXYqZc+sXHMpuXU1A19FffxntiR9jNBwJb7BRSgpAIcR5K0638ffJORTl38csz9usLE5j3o27aEz0hhp43GhP/hLttefliF4IAYQWob/n8mR+P64vW9QXWWR+hIWTytg86CC6Elpz1Fi/huD3v4Wxa2eYo40+UgAKIS4Iu1nlkaFp/GD4YBYH3mCl6ybm3bSLsm7Hjt71d95A+9WPZZK3EKJN73Qbz0/KISv7IWa3vM7KEhuLJu8+tm7g4WqCP/4O+oI54Q00ykgBKIS4oIbnOXluUhcaXY8zP/gUS0bXsG5YxbEj+nVrCD76kNwOSgjRxmlR+dmVaXxj0Ag+aZnG2owhzL3pi2O3kwv40f78+9AogtyC8oKQAlAIccFlueJ4enwnLiu4hVmeaawtdvHZtbvxHl3y4UA5wR8+KFf6CSHaKIrCpKJ4/jShO9vUZ1lq+h4Lr91Daa+atjb6O2+gPfkYhtcbxkijgxSAQoiLwmJS+P6QVB4YMpC5LW+wPr0/82/cdewOIs1NaL/8EfriBeENVAjRoRSlWvnbpBysqd9hnv//WDGikc+vPHBsFGHFYrSff18uDjlPUgAKIS6qCV3j+cO4ItYZf2W1dSrzbyil8uhSMcEA2lO/Qnv/rfAGKYToUBKsJp4cncngbpOY7X6ddcUOlkzcSyAudBGZsXMbwUe/g3GwMsyRRi4pAIUQF11xuo2/TuxMneNnLNF+weIJ5ezuWdv2vP7Sc2j//AeGYYQxSiFER2JSFb4zMJVvDhrIHM/rbOzUjYXXl+I5enFI5QGCP/kOxr7d4Q00QkkBKIS4JDKcZp4Z34nE9K+zwPcsK0bUsHlgVdvz+vTX0Z97WiZ4CyHamVQUz+OjerI08CIbEka2TiVpnQNYV0vwJ99D37E1vEFGICkAhRCXjCNO5bejMrgsfyJzPS+zrp+fz4cfwCB05k//eAbaX/4gawUKIdoZmG3nT+O7sJk/sc5yCwuvK6U2o/UKYXcz2i9/gL5lY3iDjDBSAAohLimTqvDDoamMKx7Ox57X2NArjpVjyo9N8F4wB+3p32FowTBHKoToSLomW/jLhBwq4n7JKh7is8l7OJTduqZoSwva44+ib/w8vEFGECkAhRCXnKIo3Hd5Mnf2688c92tsKUxg+dgyNDU0/Gssmo/29O/lTKAQop1OrjiemZCN2/kwy/VHWTJx77H7j/u8aL/+KfomWV7qTEgBKIQIm5t7JXL/4Mv4xPMqW/NTWTZ+X/siUIaDhRBfkmwz8cexmRgJ97Ek8DhLxpdRkd8QetLnCxWBWzeFN8gIIAWgECKsJhfF870rejGv5WW252a0LwIXfoL23J/k6mAhRDvxVhNPXZ2FLflOlgaeYNnYcirzWs8EelvQnngUfee28AbZwUkBKIQIu3GFLh4e2oN5LS+xPTeDFWPLjs0J/GQW+it/kyJQCNGOI07l96MzsSdPZUng1ywbt4+DucfNCXzixxhle8MbZAcmBaAQokMYe7QI9LzAtrxkVo4pP3Z18HtvoU//d5gjFEJ0NPbWItCRfBvLAr9k2YS9VHdqDj3Z1Ejwlz/AqJLFok9GCkAhRIcxttDFQ0N6MtfzItsKHawdcaDtOf1fL6LPmx3G6IQQHZE9TuW3ozJREr7GiuCjLLlmL3VpntCTdbUEH38Uo6E+rDF2RFIACiE6lInd4vnGgGLmuV9ga0/YOOTY0bv27P+gr1kRxuiEEB2R06Ly5JhMvI77WGs8wKJJe2hMal0sumI/2m/+C8PrDW+QHYw53AFcCB5vCzPnzWVb6S4AirsVcd24CdhttpO21zSNuYsXsWNPKXX19disVrrlFzBx1GgS4uMvZehCiJO4qWcCbn9fZm55HlPf+7C7D9N9SzroOtofHkd56q8oRT3O+/dI7hAieiS0XhjyyCcPsylYj3nSu4z9oAi7Jw5jx1a0//k1pl/8DsVkCneoHUJUnAF868MPqKw+xH23TeW+26ZSWX2It2fOOGX7QCBAxaEqrh42nP93zze5+8ZbqDlSyz/fnX4JoxZCnM5dlyUyvNsgFrY8y9orDlNeWB96wucl+JufYhw+dN6/Q3KHENEl2W7iD1dn8QU/Z5ttNIsn7cFvCS0lZaxaiv7K38IcYccR8QVgdU0NX+zZw80TJ5Ofk0t+Ti43XzOZHbtLOVxbe9LX2Gw2vjX1Tvr2KiY9NZW8nByuGzeBiqoq6hsaLnEPhBAnoygK3x2YQveckSz1/o5VY8o5nNU6ubuuluCvf4rR4jnn95fcIUR0yo6P48kxnfg8+CQ7E3uxfNy+tlUF9A+mo81+P8wRdgwRPwRcVnEAm9VKXnZO27a8nBxsVitlFQdIT009o/fx+nwohBL8qQSDQYLHLUp7dFkKRVFQFOXcOtCBHe2ToiioasQfK5xUtPcx0vunqvCz4Rn8eN4NrG6owjz+WcZ9UISr0Qp7d6P971OYfvqrc3pvyR0XT6R/7r5KtPcPIr+P3dPsPHZVHk8seBZbp7txjjjAoMWdAdCf/1+M/ELoUxLmKMMr4gvAZrcbl8N5wnaXw0mTu/mM3iMQDDLns4WU9O6DzWo9ZbtPVyxnwbIlbT9b4iz85MFvY7fbozKJH2W328MdwkVjbd3fVqsVh8MR5mgunkjehw7gT5MKuP/9B9jiL8d6zSzGftANi9+MvmYF5zqbR3LHxRfJn7vTiZW8AZG9D0d2c/CDgMpfFz+HtcfXcDVU02tjBugawT//DvMr74Q7xLDqsAXgvCWL2yXMk/neN+4N/cdJ8qeBgXKyJ75E0zSmzXgfwzC4Yfw1p207+ophjBg85NjvMAy0YJCWlpav/D2RSFEU7HY7LS0tUbsIr8/na/vT4zn34cSOKlr2oQX4/ZgsHv7ol8THl+MYu52RHxeedA6L5I7wi5bP3alEe96A6NmHY/Nt7Ot9GQu3/xnLoAdIPGIjuzwBo7Ex3KGFXYctAIcNGEhJcfFp2yQnJnGwuppmt/uE59weDy7niUf3x9M0jTc+eI+6+nruv/Nrpz2CBzCbzZjNx/7KDMPAHQxiGEZEf0FO5ehpf8Mw0HU9zNFcHEf3W7T2MZr2YbbLxGMjs3l8wZ9xZn+NxKGV9NtQdEI7yR3hF02fu5OJ9rwB0bUP7ylJpLxhJCuqHsc65leM/aAIi2IhLtyBhVmHLQCdDgfOMzi1np+Ti9fnY39lBZ1b5/KUV1bg9fnIz8k95euOJvDaI0e4/86v4bRH92l8IaLB5Vl2HhhUyD/X/gV7n7toytrL1V9qI7lDCHE8VVH46bA0Hpl7Kxs9O7Be8x9Ui4vrwh1YmEXezM4vyUhLo3thIe9+/BHlFRWUV1Tw3scf0bNrt3aTuJ9+4Xm27NwBgKbrvP7+u1RUHeT2Kddj6AZNzc00NTe3m6gthOh4ru0ez4hu/VjifZLqTr5zfh/JHULEDnucym+uyuQLfswuZwmVjlMf5MWKDnsG8GxMnXIDH86fy8tvvwlAr6LuXD9uQrs2h+tq8bbO22hobGR768Kvz776Urt2999xF13z8y9B1EKIc/XtASk8emQiH9b35o7zeB/JHULEjkyXmV+MyObxBU9jCdh4KNwBhZlS26RH3wSUS8QwDNxuN4qiRO08HofDgcfjifg5IKdyqOYwL771JvdPvZPMtPRwh3PBRfM+rPUEeW5tHY+PzMDpdEbU1bSSOyJbtOcNiO59+J9tDejAbcWJEZc7LqSoOAMohIg9qQ4zT1yVGZUFlBDi4rmlODFqD77ORsTPARRCCCGEEGdHCkAhhBBCiBgjBaAQQgghRIyRAvA8HL8YaDQ6ukhttPYPQqvdW+IsUTsJONr3YaR+ByM17jMV7Z+7aM8bEP37MNq/g2dCrgI+D36/H7/fH+4whIh5FosFi8US7jDOmOQOITqGSMsdF5JcBXwegprGX155iR/e/yB2my3c4VxwXp+PPzz3f/zsuw9/5a2uIlW09zHa+9fi9fLnF//BD+9/kEhK4ZI7Ilu09w+iv4+RmjsuJCkAz4OqqjR73KiqGpVDAYqi4A/4URQlKvsH0d/HaO/f8d/BSCK5I7JFe/8g+vsYqbnjQordngshhBBCxCgpAIUQQgghYowUgOfBbDJx9ZUjMJtM4Q7looj2/kH091H61zFFatxnSvoX+aK9j9HevzMhVwELIYQQQsQYOQMohBBCCBFjpAAUQgghhIgxUgAKIYQQQsQYKQCFEEIIIWKMLAR9lhYuX8qO3aUcPHQIk8nEr37w6Fe+xjAM5i9dwuqN62nxeuncKZsbxl9DZnr6JYj47Hi8LcycN5dtpbsAKO5WxHXjJpz2bgXTZ81k3ZZN7bZ1zs7mu1+/96LGeqZWrFvL4lUraWpuJjMtnWvHjqOgc94p2+8pL2P2gvkcqjlMgiuekUOHMrTfgEsY8dk5m/7tLivjxWmvn7D9h/c/SEZq2sUO9aztKS9n8aoVVByqoqm5mbtvuoXe3Xt8xWs63v6L9rwB0Zc7JG8cI3kjOkkBeJY0TeOyHr3Iy85l7aYNZ/SaRatWsHTNKm6dPIW0lBQWLl/GS2+/yaP3P4S1g91i560PP6ChqYn7bpsKwHtzPuLtmTO459bbT/u67oWF3DppStvPpg5yaf3G7duYNX8e10+4hi45nVm1YR2vTn+LH37rQZISE09oX1dfz6vvvM3gksu5fcr17KvYz4xP5uC0O7msZ88w9OD0zrZ/R/3ogYewWY599pwOx6UI96wFAn46ZWYysG8Jr7//7le276j7L9rzBkRX7pC8cXKSN6KLDAGfpXEjrmLE4CFkneFRuGEYLFuzmtHDrqRPj55kpWdw2+QpBAIBNmzbepGjPTvVNTV8sWcPN0+cTH5OLvk5udx8zWR27C7lcG3taV9rNpmJd7naHg67/RJFfXpLV69iYMnlDC7pR0ZaGlPGjicxIYGV69edtP2q9etISkhgytjxZKSlMbikHwP7lrBk9cpLHPmZOdv+HeVyONvtr456O6QeXbsxYeQo+vQ4syTcUfdfNOcNiL7cIXnj5CRvRBc5A3iR1TXU0+R2U9SlsG2b2WymoHMeZRUHGNKvfxija6+s4gA2q5W87Jy2bXk5OdisVsoqDpCemnrK1+4pL+O3zz6D3WqjIC+PCSNH4XI6L0XYpxTUNCqqDnLV0CvabS/qUkhZxYGTvqas4kC7fQVQVFDImk0b0TStQ5ydOOpc+nfUs6++RDAYJCMtnTHDrqRrfpeLGOmlE0n773QiKW9AdOUOyRunJnkjukgBeJE1N7sBiP9SQot3OjnS2BiOkE6p2e3G5Tgx8bocTprczad8XY+uXenbsydJiYnU1dczb8kiXpz2Bg/fcx9mc/g+Yh6PB90wiHe62m2Pdzr54hT9aXa7T7KvXOi6jrvFQ4Ir/qLFe7bOpX8JLhc3XTOJnKwsgprG+i2beWnaG9x/590U5p16flOkiKT9dzqRlDcgunKH5I0TSd7oOPvvQpICEJi3ZDELli05bZvvfeNecjtln/svUdr/aJy46aI50/4BJw3KwEA5TbQlvYrb/jsrPYPcTp146m9/Zcfu0jM+BX9RnfB3f/r+nKx9aPOl2mNn6Sz6l56a2u5sTH5OLvWNjSxZvTIqEjlwyfZftOcNiPHcIXmjjeSN6CQFIDBswEBKiotP2yY5Memc3tvlCh1VNDW72x1FNLvdl2yY40z7d7C6mma3+4Tn3B7PWcWa4IonKTGRmiN1Zx3rheRwOFAVhabm9ke1ze5T98fldNLU7P5SezeqqnaIuUnHO5f+nUxeTg7rt2650OGFxaXcf9GeNyA2c4fkjTMjeSPySQFI6Eqmi3U1U0piEvFOJ6X79pKTlQWE5mDs3V/OxFFjLsrv/LIz7V9+Ti5en4/9lRV0bp3LU15ZgdfnIz8n94x/n7vFQ0Nj4wlDDJea2WQiJ6sTpfv2tjubULpvL8VF3U/6mvycXLa3LmNx1K59e8nN6tTh5oGcS/9OpvLQobDvqwvlUu6/aM8bEJu5Q/LGmZG8Efk65iU8HVh9QwOVh6qob2xENwwqD1VReagKn9/f1ubpF55ny84dACiKwpWDBvPpimVs2bmDqsPVvDN7JnFxcVxe3Dtc3TipjLQ0uhcW8u7HH1FeUUF5RQXvffwRPbt2a3f6//j++fx+Zi+cT1nFAerq69ldVsY//zMdh8NBn69Yd+lSGD54CGs2bmDNxg1U19Qwc/486hsb2ibRz/nsU96e+WFb+yH9+nOksYFZC+ZRXVPDmo0bWLtxAyMGDw1XF07rbPu3dM1qtn6xk5q6Og4dPsyczz5ly84dDBswMFxdOC2f39/2HYPQcg2Vh6qob2gAImf/RXPegOjLHZI3JG905P13ocgZwLM0d8nidguXPvvqywDcf8dddM3PB+BwXS1en6+tzVVDriAQCDJj7pzQgq7ZOXzz9js65FpeU6fcwIfz5/Ly228C0KuoO9ePm9CuzfH9UxWFqsOHWbdlM16vl3iXi8K8Ltx5/U0don8lvYrxtHhYsGwpTe5mstLSuefWqSS3rnXV2NxMfWNDW/uUpCTuvfV2Zi2Yx4p1n5PgcjFl3PgOuxbU2fZP0zQ+WriAhuYm4sxmMtPSuefW2+nZtVu4unBaBw4ebLcA7eyF8wHo36cvt107JWL2X7TnDYiu3CF5Q/JGR95/F4pS26Qb4Q5CCCGEEEJcOjIELIQQQggRY6QAFEIIIYSIMVIACiGEEELEGCkAhRBCCCFijBSAQgghhBAxRgpAIYQQQogYIwWgEEIIIUSMkQJQCCGEECLGSAEohBBCCBFjpAAUQgghhIgxUgAKIYQQQsQYKQCFEEIIIWKMFIBCCCGEEDFGCkAhhBBCiBgjBaAQQgghRIyRAlAIIYQQIsZIASiEEEIIEWOkABRCCCGEiDFSAAohhBBCxBgpAIUQQgghYowUgEIIIYQQMUYKQCGEEEKIGCMFoBBCCCFEjJECUAghhBAixkgBKIQQQggRY6QAFEIIIYSIMVIACiGEEELEGCkAhRBCCCFijBSAQgghhBAxRgpAIYQQQogYIwWgEEIIIUSM+f/80Bcz+RuBFAAAAABJRU5ErkJggg==' width=640.0/>\n",
" </div>\n",
" "
],
"text/plain": [
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"#opm.seq_model.gaps[-1].thi -= 0.1\n",
"opm.update_model()\n",
"#spot_plt = plt.figure(FigureClass=SpotDiagramFigure, opt_model=opm, scale_type=Fit.User_Scale,\n",
"# user_scale_value=0.1, is_dark=isdark).plot()\n",
"abr_plt = plt.figure(FigureClass=RayFanFigure, opt_model=opm, data_type='Ray',\n",
" scale_type=Fit.All_Same).plot()\n",
"opm.seq_model.gaps[-1].thi"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "95deb34e",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"137.01040075032165"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "f19416a806b7449ea25b9e07108190ba",
"version_major": 2,
"version_minor": 0
},
"image/png": "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",
"text/html": [
"\n",
" <div style=\"display: inline-block;\">\n",
" <div class=\"jupyter-widgets widget-label\" style=\"text-align: center;\">\n",
" Figure\n",
" </div>\n",
" <img src='data:image/png;base64,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' width=640.0/>\n",
" </div>\n",
" "
],
"text/plain": [
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"#opm.seq_model.gaps[-1].thi -= 0.1\n",
"opm.update_model()\n",
"spot_plt = plt.figure(FigureClass=SpotDiagramFigure, opt_model=opm, is_dark=isdark).plot()\n",
"\n",
"opm.seq_model.gaps[-1].thi"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "fe1bd365",
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "d1c3dbff124a42308f23a57f64f81b07",
"version_major": 2,
"version_minor": 0
},
"image/png": "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",
"text/html": [
"\n",
" <div style=\"display: inline-block;\">\n",
" <div class=\"jupyter-widgets widget-label\" style=\"text-align: center;\">\n",
" Figure\n",
" </div>\n",
" <img src='data:image/png;base64,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' width=640.0/>\n",
" </div>\n",
" "
],
"text/plain": [
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"layout_plt = plt.figure(FigureClass=InteractiveLayout, opt_model=opm, is_dark=isdark).plot()"
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "622fd615",
"metadata": {},
"outputs": [],
"source": [
"def dump_pts(p, wi, ray_pkg, fld, wvl, foc):\n",
" if ray_pkg is not None:\n",
" ray = ray_pkg[0][-1]\n",
" return ray_pkg[0][-1][0]\n",
" \n",
"#sm.trace_grid(dump_pts, 0, form='list', append_if_none=False)"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "0e1c606f",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[0.11280863 0.10780063 0.10210127]\n"
]
}
],
"source": [
"def dump_dist(p, wi, ray_pkg, fld, wvl, foc):\n",
" if ray_pkg is not None:\n",
" image_pt = fld.ref_sphere[0]\n",
" ray = ray_pkg[0]\n",
" dist = foc / ray[-1][1][2]\n",
" defocused_pt = ray[-1][0] + dist*ray[-1][1]\n",
" t_abr = defocused_pt - image_pt\n",
" return np.sqrt(np.sum(t_abr*t_abr))\n",
" \n",
"spot_rms = np.sqrt(np.mean(np.square(sm.trace_grid(dump_dist, 0, form='list', append_if_none=False)[0]), axis=1))\n",
"print(spot_rms)"
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "9acb4d3f",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'\\ndef calc_focus(opm, sm):\\n old_gap = opm.seq_model.gaps[-1].thi\\n offsets = np.linspace(-20, 20, 100)\\n spots = np.zeros(offsets.shape)\\n for i in range(offsets.shape[0]):\\n opm.seq_model.gaps[-1].thi = opm.optical_spec.parax_data.fod.bfl + offsets[i]\\n opm.update_model()\\n spots[i] = np.sum(spot_rms(sm))\\n opm.seq_model.gaps[-1].thi = old_gap\\n opm.update_model()\\n \\n return offsets[np.argmin(spots)]\\n\\nf = calc_focus(opm, sm)\\nprint(f)\\n'"
]
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"def spot_rms(sm):\n",
" return np.sqrt(np.mean(np.square(sm.trace_grid(dump_dist, 0, form='list', append_if_none=False)[0]), axis=1))\n",
"'''\n",
"def calc_focus(opm, sm):\n",
" old_gap = opm.seq_model.gaps[-1].thi\n",
" offsets = np.linspace(-20, 20, 100)\n",
" spots = np.zeros(offsets.shape)\n",
" for i in range(offsets.shape[0]):\n",
" opm.seq_model.gaps[-1].thi = opm.optical_spec.parax_data.fod.bfl + offsets[i]\n",
" opm.update_model()\n",
" spots[i] = np.sum(spot_rms(sm))\n",
" opm.seq_model.gaps[-1].thi = old_gap\n",
" opm.update_model()\n",
" \n",
" return offsets[np.argmin(spots)]\n",
"\n",
"f = calc_focus(opm, sm)\n",
"print(f)\n",
"'''"
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "052f8df2",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[0.16672045 0.1716864 0.1773614 ]\n"
]
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "5f3a0239d48e43a784bb0547b0be36ca",
"version_major": 2,
"version_minor": 0
},
"image/png": "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",
"text/html": [
"\n",
" <div style=\"display: inline-block;\">\n",
" <div class=\"jupyter-widgets widget-label\" style=\"text-align: center;\">\n",
" Figure\n",
" </div>\n",
" <img src='data:image/png;base64,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' width=640.0/>\n",
" </div>\n",
" "
],
"text/plain": [
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"opm.seq_model.gaps[-1].thi = opm.optical_spec.parax_data.fod.bfl - 6.6666\n",
"opm.update_model()\n",
"\n",
"spot_plt = plt.figure(FigureClass=SpotDiagramFigure, opt_model=opm, is_dark=isdark).plot()\n",
"print(spot_rms(sm))"
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "b0c10933",
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "27f7df9f6b7845db852a3553cd5c1631",
"version_major": 2,
"version_minor": 0
},
"image/png": "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",
"text/html": [
"\n",
" <div style=\"display: inline-block;\">\n",
" <div class=\"jupyter-widgets widget-label\" style=\"text-align: center;\">\n",
" Figure\n",
" </div>\n",
" <img src='data:image/png;base64,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' width=640.0/>\n",
" </div>\n",
" "
],
"text/plain": [
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/plain": [
"(-2.6626626626626617, -2.5025025025025016, -2.3823823823823815)"
]
},
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import rayoptics.optical.model_constants as mc\n",
"\n",
"old_gap = opm.seq_model.gaps[-1].thi\n",
"offsets = np.linspace(-20, 20, 1000)\n",
"\n",
"opm.seq_model.gaps[-1].thi = opm.optical_spec.parax_data.fod.bfl\n",
"opm.update_model()\n",
"\n",
"def dump_rays(p, wi, ray_pkg, fld, wvl, foc):\n",
" if ray_pkg is not None:\n",
" image_pt = fld.ref_sphere[0]\n",
" ray = ray_pkg[mc.ray]\n",
" v = ray[-1][mc.d][0:2] / ray[-1][mc.d][2]\n",
" return [ray[-1][mc.p][0:2] - image_pt[0:2], v]\n",
"\n",
"vals, colors = sm.trace_grid(dump_rays, 0, form='list', append_if_none=False)\n",
"v1, v2, v3 = vals\n",
"v1_p = v1[:,0]\n",
"v1_v = v1[:,1]\n",
"v2_p = v2[:,0]\n",
"v2_v = v2[:,1]\n",
"v3_p = v3[:,0]\n",
"v3_v = v3[:,1]\n",
"\n",
"v1_rms = np.zeros(offsets.size)\n",
"v2_rms = np.zeros(offsets.size)\n",
"v3_rms = np.zeros(offsets.size)\n",
"\n",
"for i in range(offsets.size):\n",
" v1_rms[i] = np.sqrt(np.mean(np.square(v1_p+v1_v*offsets[i])))\n",
" v2_rms[i] = np.sqrt(np.mean(np.square(v2_p+v2_v*offsets[i])))\n",
" v3_rms[i] = np.sqrt(np.mean(np.square(v3_p+v3_v*offsets[i])))\n",
"\n",
"opm.seq_model.gaps[-1].thi = old_gap\n",
"opm.update_model()\n",
"\n",
"plt.figure()\n",
"plt.plot(offsets, v1_rms, color=colors[0])\n",
"plt.plot(offsets, v2_rms, color=colors[1])\n",
"plt.plot(offsets, v3_rms, color=colors[2])\n",
"plt.show()\n",
"\n",
"min_b, min_g, min_r = (offsets[np.argmin(v1_rms)], offsets[np.argmin(v2_rms)], offsets[np.argmin(v3_rms)])\n",
"min_b, min_g, min_r"
]
},
{
"cell_type": "code",
"execution_count": 14,
"id": "ed7d84be",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[0.03725505 0.03611947 0.03574278]\n"
]
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "c82f5d3a4ed6417f95227afabf9ceb41",
"version_major": 2,
"version_minor": 0
},
"image/png": "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",
"text/html": [
"\n",
" <div style=\"display: inline-block;\">\n",
" <div class=\"jupyter-widgets widget-label\" style=\"text-align: center;\">\n",
" Figure\n",
" </div>\n",
" <img src='data:image/png;base64,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' width=640.0/>\n",
" </div>\n",
" "
],
"text/plain": [
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"opm.seq_model.gaps[-1].thi = opm.optical_spec.parax_data.fod.bfl + min_r\n",
"opm.update_model()\n",
"\n",
"spot_plt = plt.figure(FigureClass=SpotDiagramFigure, opt_model=opm, is_dark=isdark).plot()\n",
"print(spot_rms(sm))"
]
},
{
"cell_type": "code",
"execution_count": 15,
"id": "5a84c0f5",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[0.03617745 0.03572421 0.03615391]\n"
]
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "dbb42cd42d914017bae5cb1f98aa3c02",
"version_major": 2,
"version_minor": 0
},
"image/png": "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",
"text/html": [
"\n",
" <div style=\"display: inline-block;\">\n",
" <div class=\"jupyter-widgets widget-label\" style=\"text-align: center;\">\n",
" Figure\n",
" </div>\n",
" <img src='data:image/png;base64,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' width=640.0/>\n",
" </div>\n",
" "
],
"text/plain": [
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"opm.seq_model.gaps[-1].thi = opm.optical_spec.parax_data.fod.bfl + min_g\n",
"opm.update_model()\n",
"\n",
"spot_plt = plt.figure(FigureClass=SpotDiagramFigure, opt_model=opm, is_dark=isdark).plot()\n",
"print(spot_rms(sm))"
]
},
{
"cell_type": "code",
"execution_count": 16,
"id": "b46ba6dd",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[0.03573303 0.03621866 0.03768028]\n"
]
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "05ba772a07ed420789f5ff9182877373",
"version_major": 2,
"version_minor": 0
},
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAoAAAAHgCAYAAAA10dzkAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAA9hAAAPYQGoP6dpAAD/F0lEQVR4nOz9d3xc13ng/3/OHYAABh0EMAAGlb2DACkQBAlSlFnUZcVWsR3HZeXY3l3HX2ezab+vo1X8+sbZbLJex4mTONo4jotkNatQsihRYgELWAQQAAsoFtQZYNCIMjNoM/f8/riDC4AEKUpis/m8/dJLmJlbzly8RD885zzPo3qHTI0QQgghhLhtGDd7AEIIIYQQ4saSAFAIIYQQ4jYjAaAQQgghxG1GAkAhhBBCiNuMBIBCCCGEELcZCQCFEEIIIW4zEgAKIYQQQtxmJAAUQgghhLjNSAAohBBCCHGbkQBQCCGEEOI2IwGgEEIIIcRtRgJAIYQQQojbTNTNHoAQYtLBmqPsPVTNkN+PKz2D+zdvoSgv/7LHn29t4fV3duLr6SYpIZEN5eWUl6yyPz9aX8cLb2y/5Lzv/NGfEB0l//kLIcTtSv4fQIhbRN2pk2zf+TYPbbubQnceh47V8OPnnuUPn/gqKcnJlxzf19/Pj5//JWXFK3nsgYdo9rTxyo43iY+LZ/miRfZxMTEx/NFXvjbt3KsN/kzTtH9WSn3EbyZuNK21/bNhyEKPEOJSEgAKcYvYd/gQq4tXUlZcAsADm7fyftN5qmtruPvOTZccf6i2hpSkJB7YvBWAzPR0PB0dVB2unhYAKiAxIeEjjysYDH7kc8XN5XQ6b/YQhBC3KAkAhbgFhMJhPJ0dbCxfO+39+YVzaPG0z3hOi6ed+YVzph9fNIcj9XWEw2EcDgcAY2Nj/PUPf4CpNTmZLrZUbsSdlTXzOEIhQuGw/fp6zQAqpYiLi2N4eHjabNXN0NXbw4+ff44vPfIombPTb+pY4No8m5v9TIUQtz4JAIW4BQSDQUytSYyfPlOXGB/P+wH/jOf4AwES4+MvOj4B0zQJDAdJSkgkc3Y6j9z3AK6MTEbHRtl/9Aj//LOf8M0vf4X0tLRLrrnr4AHe2V9lv54VPYs//urXiY+Pvy5LwLfCDNWsoUHGxseYNWsW8Rc9z5vp4zwbrTWBQECW7YUQlyUBoBC3kov+/1qjURe/+QHHW29bH+S73eS73fbnBbl5/ODHT3PgvSM8uGXbJZfbtLaCyrI1k9fTmnAoRDAY/K2dATQPVnHXqWOYB6sIbrv/po4FZAZQCHFjSAAoxC3A6XRiKMWQf/psnz8QJOEys1IJ8fEM+QMXHR/AMAyccXEznmMoRW52Dj0X+mb8PCoqiqgpCSJaawKhEFrraxpUTCQmaK2nLTNfD2b1PnR9DcTEwugIakUpRvl6+7OE//NdVgPq/3yXUGKS/dkHnXu93MhnI4S4fUkAKMQtIMrhwJ2VzdnmJpYtnEzgONvcxJL5C2Y8p8Cdy6mzZ6a9d6a5idysbHv/38W01nT4fLgyMq7d4G9hZvU+wt/5M1AKtLb+/crz8O3vYpSvx3zLKpEzMbdpvrV9WnB4pXOFEOI3mQSAQtwi1pet4bnXXsGdlU2BO5dDx2rpHxxgTUkpAG/u3sXA0BCPPfAgAGtKSjlQc5Tt77xNWXEJLZ52jtYd4/EHH7avuXPfXvJz3MxOS2N01NoD6O3y8dDWS5d/f5NNzNSpFdazmvhZ19eAYcDETJrWYBjohlooXw9XmNS80rnmlHtMvZ8EhkKI3xQSAApxiyhevITgcJB39u9jKOAnKz2DLz7yOKmRGoCDfj/9gwP28WkpKXzpkcfY/s7bHKx5j6SEBB7YsnVaCZjhkVFeevMNhgIBYmNiyHFl8dXPfZ68HPcl9/9NZc/UGYY1Qwf2z8ajnwfTRCtQGuvfpolabpXaaV7qp+Dw5F7L5iV+5kWuq1aUwivPX3Ius2Iuez+ZHRRC/KaQAFCIW8ja0tWsLV0942eP3v/AJe/NyS/gD770xGWv98DmLTywecs1G9+t6JKZOqWsnw0D3XKekeJ59PS/x0DaCFEhg64cP/MLB8kDTqcfQ80ZINMbT1dOgNMZdXYA6Ckc5My2JjK9CYSiTJL7YklPWUVcy/nJ+00sD0/cb2JmUQghbnFSIl4I8RtNrSgF08ScyFLWGm1YQaA+tJ+Y+rPktiTTlxmkK8dPpjcBz44XAZhzsID88ynEjESRfz6FOQestntm9T6G/+XHaBTHKrz0ZQbJbUkmpv4s+tB+69pGJPgD695TZhaFEOJWJzOAQojfGJfb69fwhYeYVfM0vuwgSplkehNIGIwhuzURQytMpSlqTCO3JRlTaYyG9zk5+x0S3negscrmaCD+fYe9pJyvFEW6kKrILKCptH0tb/4QgaRRunL8aG3g6nASk34fc+prmMjblX2BQohbmQSAQojfCFfa65cyJ5mmeUE6ivrRWuEpHMLdnIi7JckO3BTYP4eVweixGnoLUsnuarL3ALYUpOKur8FUBg5tElaKxPYCunJbWNiQYZ/ftKgXT+EQaFBKk9YVx8JdhzHVEdkXKIT4jSBLwEKI3whT9/ppIgm8kX1/uecH2PBWAdlNKSilUWg8hQFOlPjoTxvhRImPcwv7I8GfwqFN9ALF+Yo2TpT4uDB7mBMlPs5XtFmzdtrEVODQmpOuIrQ28BQM4M0fompbE57CAAqNUprsphSWHcu0xqP19LFN7AsUQohbjMwACiFuadOKMUf23inT2ns3MXM3Mbvn9CzgXdfnANjgeYeltS2YSpPWG0fVtiZ+fd8i5rRW0ZUTxBv7l+hwMcfLOjle1mldTy+bkvyRSFfOEE61kA1vFtizf7vmlnJm1IkvbCXrfMXzc7QaQWk1rXOLqTRGZF/g1KVrmQ0UQtwKJAAUQtxyDrQFqfONsLGzlvn/9D/sbNv+5WkEnKM0pZ5Ea3P6vj6t6Mr2k+5oIIoRXN4EwpGlXFPBaOv99NwTy1CeD63DKOUgKS6L4HgdWiuU0rjdn8fXs5eOogDewkGUcrD88IXIrCGElSK7I4az+ZMFBLuy/agT0WilUVpxosRHX2aQzI5EwosXMHvfP+Da5bELSTd+/X+wJ6uEYlcsFXk3vxeyEOL2JAGgEOKGO9AW4HjPAMvSoyh3x130WZAn93RhKJj93kHmKYXSGo0mpaGPhm1NeAsGAQfewkFympPI8CbSnTPEQMEQK9RJNAYxBQk4GovsILAr209GQgYDgTDgQOswA7MeYeD0Mkq6aqnNLGFOyTYuDIDWP7SPCc7PxFHTFQkCNTH521k0K8AS9TMABuYYVG1LsMfgLZw6tiGW7CqyZgY1aKU4/m41L6+ay0uNgzy1MVOCQCHETSEBoBDihpoa4P1Sc0kQdGHPHn6/5j3qMpfQ4FrCw6d32Jm6JpoMbyL9K9bSH85lqCaF2Z0dnM89xkBBB4bSkWNNwKBtTjI40mie8y6OwuMM+MIku77JgdY+usKryd4bxZNVOwkrg4qTO/llyip+EldCftT3yXQcpSI/jbN8n+C2FDK9TsZj88n0JgLgLRxCA4YyaS/wMxjOJaZlI72j2SSW9pPsaCPTe8KeGdSA0poG12LuaKuhuOsk/ayC373nJvwWhBC3OwkAhRA3VJ1vBEOBqcFQUO8bsQNAs3ofW5/5K8LK4JOnd/BU5bfw3v04OW8+i4nGQNGdM0T/ewnc6TXIa7SCN0djNFXbEmgv8GMok6WHslh2zIVWAyg9QPMcBVjLvt1+PzVj/x1Tw91dP7OTQsJKUdB2AmPhMlpDm2gPb2K+//8Qoxx4C/sBTeWOYUxms7AhnRMlPo6XdWJqB7kt8VTujCasTrG58QRtnWXszrH2EC5sSLeDQO/dj6MD8GTV96xxn96BOS9R9gUKIW44yQIWQtxQxa5YO/gzNaxwxdqfTWT6Wvv2FL839gx9m3tp+sIiTpckULWtCa0Vn3/3LLmNhwGsjF7DILXvkzSOf46xM5+ygj8mWrhpMr3xgGHt/Ytba9/fkx3GEVledmjNyBw9bWwqrgKtw4BBpjfeDkI1sLTWRc/p/0bj+GdJ6/skOjJugNzGw3z+3bNoraja1kTjCsWFb3wa45Eifm/0GcxI0ClZwkKIm0VmAIUQN1RFnpPvbHJxojfE0tnWHsC2zjfw9ewlPz+b1EjvXkNrgmN1nDizAx1roMpMTG1QejDLTvqASCawaTJaNExnaD0lHg9hzuFAR/beKXzZAXpCC6kf+xpt58v4zNJksk5UM6/58LSxpbXU8G8Js2hwLaZzaTm/OFFGXtT3KZ71T/iyO1jYkGFn+poo3B1R1OetZqRoH+qIeUlWsqsjnmMVXjyF9dSP1cFhWB7KxtCZaKWm9SUWQogbSQJAIcQNV5EXz+aFToLBIC3e7ew5/DhKOWjUYe677+skvH4ArTRLa130ZgRRCjI8iXS7h/DlBFnYoOwg0FMwRNOiXrypx7mL50lc/uc4TuvILkBFT0YApbQV/IU2oYCsE9VseeavmMjlndhfuOJwBxivkGX+irc+8+coFtMW2gTAcvVtetIDpPfEYyqFoTWJyx3c5fwmZ50OgtviL8lKHo8yWXkgh64cP56CQdwtSSypybRmEjUYj35eln+FEDeFBIBCiJtqeO+vKKlx48sZQikDo77Omh3T1izanNOTQdWi4+nsemgeP70LyroP4su2un+Y2sDARCkH6XcM4Fj8Xbpf+FcyTp0nrcdJ5Y4i6u9spS3bKtK83HcKDAMVKSStsYJFIj19MQxWdDWiMxcDsKKtlcrdRZjKChn7Fs/B9aknSE/YTm+TlS3cXuDHWzhIdlMKrg4nXlawqdb6DgsbMi5pKacB3XJeagQKIW4KCQCFEDdNuLqKop80YqrZLGhIB0ATQBEJyrQiNhg1rYWbq3spex1zyB6PwRfyc3I0kxUxTzNRtmVnx3JeiZrP5xODzJ7Sv7ek6xivZ3+BzyxNxj2vjPC7v7I7i5zNzMa9pgLnay/a77kr7uAzMck8c2KA0q7aab2Au2L9/DpmKaF+D05tlZUxVJj60ScIhboYG08gYXAWpvJFuopY2ctWUkgGgPUdD+0nfGj/9LZxFRtu0m9DCHE7kQBQCHHT6Dor6cOItHfD3l8XSbZQmvTueAA7W3ccD09WvWItwzZq3v7M54heXMnI0AF+1bKEtsEKYJhVQRdFuhMdCdxa8lfxmaXJfHH0BLq+BuPRz8PYKK2zh9gV3MOGMhdLV37XSsqYFYOur+GLK4ClS2m+sJq1J3dElm4VTWNZPHNiAMUacqO+z8MFJ4lNrODOY7FsefevMBUYkfXliTqE3TlDeAqH8BQMkNOSHAlyrYPU1LZxEgAKIW4ACQCFEDeNjrXauxEp9gyTe/smSqeYStOYm8Jp51q82SE29z6DqdIxNGhDsW34LMpfwrGdGeREJ9OWC2vaa7jveJ21D1ArXl9WzM/Tfpd7dv494d077XZyJx9LoyFqF0mJirrGg4Tm/xHxyW0U/aTROuaV5xm8czO/zvkCScs67Wved7yOo6k1HMotxd2STO6ZDIq3ZDDY89K0mcLeRXPZZy7Amx0ivfDvAMX5RX24p+wTBNDKCgJ1h4dwdRXcte0m/laEELcDCQCFEDfMRIu3kuw4NvQcxnz2P+w2b/77KqgN/ZwMbyLhqDBLa112kFQ7P4Wfuz7HHTF/Q1fMlCQQE97rNSn5zp+xzDBYbpo8VfktVnSdJIzCgcZEMT6ejduxazJ4NK29eY6Tp8nJSSLTm0BXToAT/C0lNW5MNds+ZnPvM9Tn5TM+noWp6jG0dc0VXadQwF9UfQ9tGISrX+NcWRYr9GQQ27o8in91WONO09YycXtBgJc2x7PU14wvJ4jC5I7OLcTWnUUfOUjo0H7GYmI4kL6U2o5haRknhLguJAAUQtwQUzuAvNQ4yH/0HiA9st8Ow0CNjaPWruPMiEl1Vx53Zz5nt1eryvwyhMAXvgN4lfaCQUCza+4qEj1DrFAGDtOqB7gteIbxlPhIGRgw0ERHd5Ad5cGXPT2DOBRlUrmjaEqiRjO+nCEWNKTbx/iyg2RFHSU62sr8nbjm3KxE5o+eRUeSScLKoGtoNlXbDlLUmIYCLpjzMaKgM3wHS9TP0JG9gm9lP8aObLg/6w1S4wzCB1PtvYcYBi17DvDttHT7WUnLOCHEtSYBoBDihrikA4hrMXdFav4p06TGeA512GCBx0ni3DQaCleTsshgeX8F26o9NGTWoEmmsqrIDs4KF71NfXYhjtMmprL2Ei6siKXvwBuTLdiUZp7aide5go6ifqq2QabXSVeOnwxPwrQl20xvPDVrO+2M3a6cIB2F/eRGdTNP1WOSjhHZoxjvf520intR1da9HdrktCubFWBnLbtbXmd/5QIUyczu/ixJiz2czY9mY4uHlX0+eroO4i0KoI14Ks2iyNK0SX3mYozwzN1ShBDiWpAAUAhxQxS7YnmpcdAOArNnHcdTMIBG0bSol7QuJ0trXWilWdhwEmNrC0qZLN/RzVJl8PDpHRzLzZsWsBU1zsYRf4xnljxIcYrCmxOid+zbZM9OZq4unDKL5ycp9CZL5/8Rx2KO4S3ciamtRkiLjmfYx51xpWEor13SZTxmMyvzV3LizN/iy05iYcPksZ7ZJzk6dpDZn/5zcrxR1PVrSrv2k+efPWWMsPX8HtZ6auykFefKLpYd68YEFlNkt5Sr2tZMUWMqGSmrmJsWi9k1c7cUIYS4FiQAFELcEBV5Tp7amEm9b4SNvmPM++FLmCoJQysG0oat4I/JWTtXhxMdCaKMSK/edMdxDD2ZQJHbkkS26qVCv8pTld9CJ+5koXbQUTQwZRbPT0fhIGAQDg9T/l40aY0L6MgfpP6OLqq2NdlLzafcJaxpSmHO6RTQCl95KmF3EDDoKBq85JqmdlCV2Ibh+ARPnvxeJFM5CcAeY5zqtjOBTaXJaUuY0lLOKnbdlxkENLktyejWsxTU/Tl//5+fYo9rJStkD6AQ4jqQAFAIccNU5Dkp99Rg7vhZpJuGFShltyZO67OrtCJ+YBYDs0cw9GQplfML+2la1EeGN5HYgUTy22JwaE1YGRR3neLI3FgMFcbUBt7CQU7lpZDsGLQKRSsT/coI8w540cSS1hsHwPaS5QSys/CFV7O+eS8b3i2wx5vb+j4NcYsh1rzMNcOEdAx3dJ2cFuR58wcJJI3hyw7SHi5gZbsZCQ5hKGmMtF6n9T0jpW4yvQnAZNCIMpi/4+cs/OwsjDwpDi2EuPaMmz0AIcTtw6zeR/g7f4Y+fxaldaTnr6Ijfyiyt84qkAyQ05bE0loXJ0p87Fq0mGfu3kZHUT/ewgB1FR7aFnvtANKhTTzZIVbEPG0He23qa7wS2E796BNcCC9g7MynKHzv9GTghSa7NYnC6LfxhVcDVneRidp8YBWjjnv1GAntj3HBXED96BO8EthOm/oahrKCwhUxT+PJDtvBn6EVTYv6OFbRSUdRP53L7+Xpe/87uxYt4USJj4KmFEy01S8YK9jtyvHTleOPlL8BtIk+f4bwd/4Ms3rfDf0dCSFuDzIDKIS4YXR9jZ3tqhVcSAtyYrUPb+EgfZlBRlvvJ2FgFmUdtfY+P0fIwd41DmrGfhd30M3DBSdJMFpp5y17+bYmcxWOxb3ocSvLVikHOTFnuTPuG+RH7yG7KYUN78ZEgj/sILAj31rGdTmOoMDOEp6ggDkXWpj3Ouzd2snsoqdJMc6QExONGnVgELYye5f18YyjgJKu9yIFn/2kJS9n1uw/5CfHSjBSYNWaN/nse47J/YFAW9psWu84SnuBH0OZVG1rZunRTFL74q26iBPFoaVFnBDiGpMAUIhbyMGao+w9VM2Q348rPYP7N2+hKC//ssefb23h9Xd24uvpJikhkQ3l5ZSXrJp2TENjI29X7aG3/wKzU1LZumEjyxYuut5fZUZqRanV8ixSOqWzwE+mNwGNotpdwtnMNWz0vEO5d3I5tDtniCSjFbdjl1102X1HLh5+TXtBAG/hIHuCf8x/HeoldXceCsX5Rb14C3eSF6XIaU5i5cEs6/6RcYxEG5xf1kH9HV0YyoyUl4GOop+xd6tmzulUEjpdpIyO2MskJQezUMpEF+xFjWiym5OY0zgb0PTdmcc/5KzEmPcqpnaQ25xAqXkH+9NjMRS4HbtINNoireAmS8zsX5nAiexHcZv7WNbWQaY3ns4CP2m9TjtQVstLbvjvSQjx20/1Dpn6gw8TQlxvdadO8txrr/DQtrspdOdx6FgNR+qO8YdPfJWU5ORLju/r7+d7//dHlBWvZM3KUpo9bbyy400ef/Bhli+yArwWTzv/8rP/YMuGjSxdsJAT75/m7aq9fO13f4/8HPcHjklrTSAQuKbf06zeB8ePETC9xL5SZQdDP71rHrPmv2gFUC3xJPoq6M8N4HNX2e9V7iiy6+5d+ManOZTcTtdwFEvbulj13PvT7rM3kkVcuaPISi5hcmavvWCAqm2tGMqkfvQJake+QV70bu5yfhOtFUppFr5+Pyvb2yafReQaVdua0Npgw1sF0+733qMLOJGXOTmWSAD3j3duJn3h32FGCkEnNq8nqc2JzqumvSCAocKMnfkUn3/3rP0sRh6qJN7IgWUrMT7G7F98fDxKqQ8+UAhx25EZQCFuEfsOH2J18UrKiq0Znwc2b+X9pvNU19Zw952bLjn+UG0NKUlJPLB5KwCZ6el4OjqoOlxtB4D7jxxmXlERm9aus45Zm05Tayv7jxwm/6GHb9A3m84oX49RsYHkf/shI4bCMK2WbncMDFE7pVvGqewMFrfNomS/m273EJneRCsjOFIsOe1wB5VJYWqMZ0j0JqKZbQd5JuDqcIKeklgB9hIwWpHbkoCnMMCihHNk6f+EK6ETM2SglEl2Uwoxqn/auFWkTV2GN8HevzcxO6jRJDQeoGhgiBWnyq3uJpFx3jt8nENYAWyGJ5GazDQOlSWxaJYV/GkcVPr96CnPInlWPnz5P2Oa5g35nQghbj8SAApxCwiFw3g6O9hYvnba+/ML59DiaZ/xnBZPO/ML50w/vmgOR+rrCIfDOBwOWrwe1q8uu+SY/UcPX9sv8BFElaxGPf9zeznYVVFJ7vvVZHoT6coZIjQe5DPvtmCq2Sw6ns6JEp/V/5dI39xD+4lTUKmtWnpTZ/gMIH5wFv2pI3ZihdJTEkxaE8ltTeJEiY+s9jac/lkEEmI5VWotR294qwCthqaNV0eylhMmspOnfKZQhBxhq6sIPuv4yDiVMx93c7zdcWTR8RZe2hxPhiPe/q7Ja9ajDr9gP4uoktWErufDF0Lc9iQAFOIWEAwGMbUmMT5h2vuJ8fG8H/DPeI4/ECAxPv6i4xMwTZPAcJCkhET8fv8Mx8QzdJll3VAoRCgctl9rbe0Q6ertsX/+OKJrDhN96jg6JpYx/zn61sYRGtXUZ1USbC7g83ZbtnSKCt4jrFJwaDAVqJ4FwAAT83h6SkFoR8hB1bYmEk9sIDYYzaK+8+S0JpHbksyJEh/ZbbNJ7YmKJIBMr8E3IW44msodRfRkBOxZw4llXxMYjDdJ8Sty2pLIbU3mYHEM9CwlTvUwtHQPGZ7EKQke2u4YUrjrMAO5GzBVmz3esjMd5LYUYSpY2JDOi1EDuB8uoqBzlHBUmMS3/4NZB/ejRkcYX7yM8dKymR/oZSilyJyd/rF/X0KI314SAApxK7lou9bFe9eu5njr7SkfXLQHzF4GncGugwd4Z3+V/XpW9Cz++Ktf599feJ6x8bEPGPyVzfN5+VTNAXvpNBZNcmRPXSjvEIv3lUWKPltBEii7xp9DmxiY0wMsPdnT96SrgP1pW0gqKuJzDS9a94h8HhUy8Ob2ktbjmlYCZuq/p0rvjo88p8ljDBThuCBmwBmZUdQUtYf4lyUbOJS7isW8xLrwWyw6PiV4nNINJKgzMHSb/f1A28eFFSxr/QU1aztIbHaxtNaFSScGtZhA7FvbebG0grOunKt+1hO/NyGEuBwJAIW4BTidTgylGPJPn+3zB4IkXDSDNyEhPp4hf+Ci4wMYhoEzzipynJCQMMM1A5e95qa1FVSWrbFfa60Jh0J88dOPfOwZQOfP/w1tWP16YTJILWpMw1s4SNB9GuNE4ZQ9e5rXlxUzNp6NNztETtRBFrVNBn0nSnxEhQx82UHO5a7kkQt1lFe9bBWYJjLTpxWhKJPokDGt+0bIYRIVNmYMrjUaf+IYjpBB3HCUXax52Bli9sSsoFZk9oZ5sur/cOTxbXjyfZyJi2bv1mZcHfGEokwrkIuMtXZ+Gm/N+RYPNb1IuqOB/tRRclus4M+hwZftJ7cl0e6GMlEQ2wC0YXBfxmyCj3/2qp+1JH4IIT6IBIBC3AKiHA7cWdmcbW6aVqLlbHMTS+YvmPGcAncup86emfbemeYmcrOycTgc1jE5bs42N00L6s40n6fAnTvzOKKiiIqa/GNBa00gFLomy4nmmnWE39p+2c87igbYu7WF7Ma5zG8Nkd2aQq6uo+ELhYzF/k9GcVDliCexvYD2bJPA3E47szaf3aSddWOq2RiROHVi6XZprYvWOf0YkWBPoYgOOy47DoUifmiWfTxYxZpNh7aPgEhwpiDpxM9oSvGRHx2mowg8hUMYyqQ9PZ7CzmF8OUFmF/4dlSN/wfKqVkyVQm6LFdymmu2Ect+jo2iQlftz0CrSCm9iZlIplGkSX1ZBYnrGx3n8QggxjXQCEeIWsb5sDUfqjnGk7hhdPT28tvNt+gcHWFNSCsCbu3fxy9detY9fU1LKhcEBtr/zNl09PRypO8bRumNUlpXbx6xbXcaZpvPsrj5AV28Pu6sPcLa5mXV3fLg9ZdeCUb4ex7e/i1pjZSRPhFNtxSmR1w46ivppcS6MLPtqtGGQde4ISjlQhPEUBnjpjpX8MOMXvBv8PqfGPksoZjNg4MsZsrN97XtG7pN/PoWejIC9RH65f5uY02YKJz7ryQiQfz7lkuVzpSEUZaK1VXx6yPEJTo19jneD3+eAey01a310FPajlIOsc0fAMDAiy9rj49n8ZNVDdBQNoDHocvsjfZCtIFRVbsJ46BEc3/7uxyoFI4QQM5EZQCFuEcWLlxAcDvLO/n0MBfxkpWfwxUceJzVSA3DQ76d/cMA+Pi0lhS898hjb33mbgzXvkZSQwANbttolYAAKcnP5zEMP89bePby9dw9pqal89qGHr6oG4OUcaAtS5xuh2BVLRZ7Tfr+t8w18PXtxpW8gL+te+32zeh+6vga1otQqAVO+Hn14P46TDYSXLGdD2brIuVW40isZMmJwNP4Pu95fVEkFeuzXYO3EI0yMdb/QJtpCm1g460cwuhNv4SC9GQFmd09f3p4WsF1m/5+yZ/WsvxNPDQKnLhPPtLCa3BcLgNZhjgw9SFtosmTPEvUzQKF1mKiSCthnZfo6TJP40lKeWLeRvGiX9d3LKnGUJcHxY8TeUU6opEzKwAghrhsJAIW4hawtXc3a0tUzfvbo/Q9c8t6c/AL+4EtPXPGayxctZvmixddkfAfagjy5pwtDwUuNgzy1MZOKPCdtnW+w5/DjKOWg8fwP2Vj2LHlZ99q9fzEMqwNIZDbLUV6J865tVvazHeRYM279xWuprfw0C5prSVxbQebdv8/SUwOcOPO3aKzeuz3h5bSFNpEXtQs1vIuJBm/6SgkzwIkSXyTJYuYAD6ZnCStUpFRMwmWuCLHBKEARilpBluMIwLQgcGLWcHTlfIxHP4/5XjXe+atoWbSGlGlHTdZInOV0EgoGr+I3IoQQH40EgEKIq1bnG8FQYGowFNT7RqjIc+Lr2YtSDnsp1NdTRV7WvdN6/07taxuurqLz0Mt0uAbwL8+NBHdW8Nhz+r/xX6p2ElYG5nPnUAuX0KYH7f1+Vu/eowBW547QxEKvwahz/LJjH3GGiJqSDAJcEvxNfW9iljAqZDDivHxVvhFnGNBEhepYNOs4S9TPeDf4fbIcR6aN2bPjRbKeex9tGOScO4M3mM2RggHrO0S+e/nY7+E8042zbCNpW/7rR/49CSHEB5EAUAhx1YpdsbzUOGgHgStc1vKnK30Djed/aAeBrvRKYHrvX0wTZsUQ+ss/RR/aT7TSFGpF1bY3MAuUHSiVdB2zS7+ElUHngSN0lt2BU/3IDqjSotrIiG4nuzkFl9eJLztAQ14OZ8oext3yOiYKw97DZ83AnV90gcIzKZfM/Gk0JlaVaEOrae8rFHGBaM4tuoC7JXnaHsCJcjbnVpbSOp7PmvY6XB1OfNlBVha9TLRDYYTD9phjm+LsZe2wMljuO0V4jsf+PLspiYK36qzM4X3P0Hu6haQot710LoQQ15L0AhZCXNZMvYAPtAWp942wYsY9gNY+vkv2ADbUwqwYzOd+atUl1BNJF5r3l/dQV+HF1Aa5LQkkntjAyvaJmnnwzJIHWZnQyqmkM3gLBsmIOo7WCndLot1dY6KX8JFF/x/px6tZ7juF332Wwui3yfAm0p0zhLdwkC0vLCC1N/aSIK9qWxPAJX2DNZoLs0d4+9Pvk9OcZF+reXwLCZ55NLgWYy4NUnzmZzy8c7IGYNW2JjyFfhQmQ2E3MefLudObRl7jYcLKqm/4+rJiYkIhYgq24y0cZOWBHOYfT59WgHoicP6oiSDSC1gIcTkSAAohLmumAPCjCv/o7zFfe9GaCYRpe+wa7vCReH4x9+2Mtur4aU17wSADacPT6ulN1P7ryvGT6U2wAyZTac4s66Fj0Re5UB8id/g0cwMn8eYNcWJNJxqY27GAOdWxzO5S9kxeT0YAX67fvibA4ppM0rvj7WN6MzWn7xim1X0Gd0sSRafSQEFd4gY7gMvwJLLgxGx7LO8v66E7MsbxKJNlta4p32uA/tRRlh3LtIPBvVubUUpTuaPo0gdnGBgPfhrHV77xoZ+5BIBCiMuRJWAhxA1hLwdPvI4UWI4KOVBKk9ZViqmOY2irS0YgaRTHuGNa94+ltS600ixsyLBq+03pBhKK0tz5/Ot24KaJI63XiVLQlxnkjh1x1lLvFLNGHXaAubAhI9JTeLq0Lqh43UlySda01nG51FklWxqLIn2KJ8eS0elkUUPGRV1BrJZ2/qRxosORFnaR91wd8Ryr8NFeMIC7JXlyDEqBaaKWl1yPX4kQ4jYmdQCFEDfExXUAMRworcgKLWDrrO+QUDLHDv4MrfBlB+h2D00GVkx24dBo8s+ncHZ9PmeW9VC1rZmokEIbKhL8TSZxZLcmkulNmH6NyJgSB62SMhNB2tJaF2nd1rL2ZF6xdf/s1kS7NiAT99BE2s1ZvYh9c61zJ64xEbgqrSIzgNCdM4QvOzAlYARH8iruOrGVlGX3WGMzrELVqqxC6gAKIa4LmQEUQtwwU+sAsvPXhPbvIfl0P5x6gV/fVcCFrS2RRAorqYNz9xKd08vc5AEG0kaYt987GdwpyI5zsX2pNxLSWbN4YcDBZBDYkT9Eb8YwCxsyppR/sQK8yb1+kW4fYGcITw0iDa3w5g2R1ju551GB3XO4K2cIT6GfTG8rWUYGypy8hoGieVMZyb0Gjb2j1I9uRs19HSJt48YdmmX7iCSIeDEe/z2iw2HCS5ajytbdiF+LEOI2JAGgEOKGc5RXwskGQpEkB1NBfucInsr+SCu1MG7v1/jk7jetZBAv/LDyWyxceo7HT7xqZflqTWPqgJ1F214Q4K17EiloP0+sP5rEwVkczF7Lq8tWMS/6Vwxu7qGwO54YTxLze7qmjafaXUpzci6fOTnZaUUBZ9IzGXEP0pIR4FT+IvakrGLd2fftfr7RYUVr7hx68gIYmPiygyxswM72rXaX8vbcjegQPFn/PdYoWOuBlxMfoqPof+Ip9FN60GX1BDZNawZzdBTn//OnF9VIFEKIa0sCQCHEDReurgJvWyT4i+yTy6umeXwLATOLBe6N3H++enL/n9Ks63mL/73yT+nNCFLSVUttZgkjOfPJHX7eDgLbimbRm+ezS8qcGiuHMORH72ZojsGJuSZ3HF2P2WtlGGs0noJB/r1yJSjYEBggpyUpsuwLRuEwJ1cdwtQG+crk3byH6Sr0sWhWm32PQNRiEiPlXjqK+nnjvm2kNHVTm1nC69lfAOC/1f71tO+yZaSXX6U/zfuePcxytbCwYcD63ISBsTai/uFvZQZQCHFdSQAohLihJruDWPvcvPlDNC3qxVM4SEXzIUZb7md/RhSN2QOsmpJY4cv2kxe1i/SFf0fLAgfp6l08/DM9p/8bpV3HqMlcydJ7VuA7/y4aA0NZbeOsgswGhrJm0zzp9czRk+Vjzi/sxxV1FIXm3MJ+3C3J9mfe2fUAGMrE1Abzon8FaAwVRmMFnWsC6/AdctHl9lOfl8mK3KcZcFvjywvm0x7ahC/Hj9E4+V0aUwc4tzeKDd1hYgqOsXcbuLwJhKJMlr5+gFHjEDz/c9n/J4S4biQAFELcUJ79h8lUBoYZtks1ewsHcTcnRer6nWBz4wm2b02galuTXXtPr/4GJQP7MMcmu2ssPrODe3afx1QGa0/uxFH5Cerm/xEnzvwtRNrGjSb8Fwz/5FKqt3CQqm1NZHoT8OX46SgcJDwSAwo6ivrZu83E5U2gK8ePt3DQPs9QJvnRu7F2GEKuaxtLL6wl9V9eYJlhoBpN9jwUTUfW9I4lua57Mec8SFX0H9rfpXdwIU9Wfc+aZWwsompbE105fpYedaGVQplh9JTOKUIIca1JACiEuGEOtAV5Y7yQJ7UVkCkgtyWZnOakyUzdyKzfvI5m6ioGqXaXEn9+FRveacZ9x1zemjL7NutcnN01ZCJgCq8N2h1JNA4Co0EyXd9kwPf9SE6vxls4GdxpFCtin46M0KCjcJCOwkEmiiRMnGNGF6PGj6Ow2t0lxhcxu05hRvb7mcpg/P0YVNZk94+7Fm/mE/4zHHu7mWPOLXgrXsTUBqUH9xFWmTgiWc9FjWnktiRjgnUvFIZpcjp7CUtu+G9JCHE7kABQCHHD1PlGOJJXSnVOCWXeYxhotKHI9CbQlROYzNTVinCUFUi5m5P47O6dmMrAqDZZ8oW/oC75AJ3+cRKioqyWcSgcpknv+Vby83Jp1OFIZ5F48to87Jy9EW/h98mKOsq8liCVfj/BojEaUvagMNHaKrkHJu6WFIouLKGzwM1LzmSi1CidodWsaGtlc283vuwAHUUD5LdnoTu8EGnt5tAm8YOz6DjzKYbmnCAh+RO4m5MI/9OfsVQZLNcme6NS6CjqZ9yhI8GflUUM2MFvGEVTaj6/WP47uLNKJAAUQlwXEgAKIW6YiV7Cb827k3JvrZ0tW2CsJZzSx4mSU3ax56W1LvoygzgvJEeyfq1AL/xODXeknmTcYbLseD8m4IgsJic3HMaor2bW3Y+Srt+MLCl3sk5/j+pzJTSlFPKZk69aweRhk95tCXgKBplolpHdnMz6HQVoI4j70Pu8XvktNPDF87tZ66nFVOl2wejU2hes2T/gTFohi3rPU+atZa0Hjvf1Ex3+FYELLfbYTaVwdVhlZJYdy7QD3RMlPhLj52K0+NGRziC/WP47VLtLeSrSa1kIIa41aQUnhLisa9kKbsKBtiD1XaNs7j1O4aE30NX77J63noJBslsT7WXgA4uzyEp1TKn/Z5naYWOifh9Yi7ZhZXBocSr5/ibcrYl2rT8ThYG2ZgvRYBicK43HO7ueTE8CXW4/2V1FzK1TKFMTVgaHc1ay1lMTqQ8YeSZo/IljxPtjIt09DM6n5FHU32rN6kVqDU6M0TrHGvuu5dnEhMcpP9UTOVfjzR8ityXJ7pHsvecz7NzweZbOjqLcHfexnrW0ghNCXI50AhFC3DBm9T7W/Pppvho+ycrfuQcjK8cO/rQxWXR5ammY8GC9FehhBVITxZcnO2xoDKw/zMzIUuwFI5fc1iQ7+AMwInvrHGhMZd0zq9OkckcR80+kU7mjiPTQbJSpMZXCoU3ACgSn/kGpUCQOWcFfWBkY2sS5Zq29n89govWbFZha+/rARJNDPbWZK+3gz9CRUtOGFfxhGOTFmnxdn6bsjacxq/fdsN+NEOL2IkvAQogbYrL8i4H5yvOMxcSgikvh5ecgshTctKiPpkV9ZHoTOONKY6jAmn1c2JAe2S8XadEW2Tt3osRHVMjAnf8QUZ4uBoI9vJCzGneHg7Cqx6H1tHZuhoZnljzI3VFdpNZX42y3rm9E2sulNPSCsopMP7PkQd6fPTey9KvtYxSKsFIcySnBnzRKYdoFssPn8N9Xgaf1FauUS60rMsbId7dL2QTpcnfxU2MeZd0H6crxA+BuSZ4MhGNiCPz5t6zXLz8HUgpGCHEdSAAohLgu2jrfwNezF1f6BvKy7kXX19hBDoZBqPYoji//Z/S3v4v51nb6B08CzTCxn8/RSkCF8RYGqNrWhGorJzWmnuS+OEDjK1/HSfdqVva6SfjJK5hK49KKFUX/ytjy/4rjtEYrq8XbiRIfjpCD9zJW8XPXI2zyvWQHnTDZ9m1iGVYbBrHhMQ7nlvKLuwpY1f0eoaiwHdg5tCawNpuYoX9g3o4iTOXB0IqxLzzBsdkeRhaM4Krej0LRnzZMVMjAlx2ko6ifjZ3juCPBn7dwkJzmZAYWp5GStBhj6/3QUGvVSDTDcFEpmIufqRBCfFQSAAohrrm2zjfYc/hxlHLQeP6HbCx7FveKUnjleTsIjCpZzd62AL1nh9h6aD9JhqLyVCFgzZgtbMjg2O8Y1LlGeTO7gqXjXax/12XPpu2ZO8Szxp+QUPMzlkZmBE2lyexIZOSuAS5kf5rg4V9zPuU4nsIAijB7g3+MEYYG12KyzF/Z47UXiiPLsMo0aXAtRgN73Z/AMf9VlHLQlxlkTv8ynGX3kJ7bQdzPEqeUroGz1aM8W/pNPtf9/7IqUlDa3ZLE9s1hWvOSKGzfxl2vn5qWTLK01oWpLqD1fhpLt7B4yqwopolaXnLZZypBoBDio5I9gEKIj+1AW5B/OtrHgbYgAL6evXYtPqUc+HqqMMrXW50tHvw0UU/+NYfcpXx7l49gzXuElYEyNRqm7QOMO+MjJnyKFTFPU9A5Mq1OoKsjAQ3UZy6ZtqeuK3uIui44/v7/wh9sAcCM3cS7we/jCW/C1NC5tJzayk8TinVO/yI5uQTcRexdY2XhGgpaQ5sYT3+asVmbAAgEWzj+/v+irkvhyxmasmcR6jOtoPHimobzfX2kOt5nbmuVXfrFVJrs1sTIa2uv4fF3qznkLiX+r76H46FHpnUCmemZzvTshRDiasgMoBDiYznQFuTJPV0YCl5qHOSpjZnkpW+g8fwP7YDFlV4JYAUz5esxDIP3agcwFNRlLuGTp3dYpVl0pBRyJEhKGJyFuyURb+Gg1U7tpLIDqBF3PZvivoHTsZpqdwk5zn66S6L5WcyXufPYO1S+UxSZSUznpXCQjcX1jM1y4ojfyvkdu/h81QuYdoZw5G/D3nZilcGGtnPsmlVA4qoRshxH2NO6gju9TvuaCxrSaQu18bOc7+B8dB/pNWN0BFNJdzSwKe7HjOT2YjQ67LH6sgMYymTcYVo9iCPvzyrfjPH6AbuOYINrMX2dI2zeeCehkjJMc7KDiWuGZzrTs6/Ic17yOxJCiItJACiE+FjqfCMYCkwNhoJ63wgVq+9lY9mz+HqqcKVXzrhUucodzy8bejmSV8pTld/iq7NacFfcAYD51nb0of1ktybhbkmmalsTDXNjaHBvZlbN03Tl+AkUDlLenETl7n7Ckfp5jav/HE94MRmeQ9Nm4Jb6mqn1HyKO/0uQf6W464wddJlAZ1osXXEZLPd6rMLSymBdz1v0Dv8CjYO7nGHmdJZPu2amNwGPaxN9jixWnf0rclUL5V5NVUwT3rmDVDms7ib+JZvoSKkjuymJZcdcdv0/49HPk/qF3+dk/jscf7eaBtdiqt2lfCdr5tp/eVmXPtPtR/suffYSAAohroIEgEKIj2WiuPNEILIiUrw4L+veK+5RqyxM4jubXBzrGGbFhrvJmxK4mG9tR8O0YGvJXV+kfWg/AzEduFsSWXkgh/jBWZhK49CgDcX88/+Ge8G97M/YyubGE5PLwjl+u4VbtuMohzLX8snTO+zA8ezq0yh1CoenyA4Mu7L9OHCgsLqKjOSexDhRZF/ztCubVbP+hkVno9GGgcM07bZumZFewrVrO0jJTCDZ+CauA89PySYG3XIegCX3f4L+4rX0+UZ4yhVLRV78ZZ/Zxc/0cs9eCCE+iBSCFkJc1tUWgj7QFqTeN8IKV+xVzUAZhoHT6SQYDE5b5oQp5WKmaPjCQ+QmRdNZ9Tqmao4kTkwWWg4rcGjYu62FjsJ+3g1+n88ee43l3lY68gc5XtYJKHKaE1kc3EhLdiz95nwyzh7G4DjRYQNfdgAdt5k5vUmcnT1AUmwcCSd30e0O4inoR2Ow/HAm2a1JnM5NobX8MKZ2kNsST+WOIjuYhMn9iCdKfBi6kKzK+2gfHGf5T16Z9r0cM5R4udKz+bDPXgpBCyEuRwJAIcRlXY9OIHDlICf8o7/HfO1Fq1wMoNaso68sm9QfvDC5BGt324B6dz7BpACh3Bo6ivoxtQPz7H187t0W+/j2ggGC2TksqA7Y71VtayIpYQHFL47b79V9KprG9KPkNCdTuaMQbYAy4ez6fOLaGnBHMnsNrdi7tWXa/ZyexRT5T7DC22YlpVzUEeTCNz5N2uEO9OEDdrax8eCncXzlG1f9bD4sCQCFEJcjS8BC3AKCI8O89vZbnDx7BoAl8+bz4JZtxMVefklPa83OfVUcrqtleGSEvOwcPrn1blwZGfYx//Lzn9LU1jrtvBWLl/DZhx6+Pl/kGlAXlYtRBXMwnnvR3js3GVhZBZs9KanEhBKJUSamdmCoMBneBHspFyCnJRmjJWAnX0wsK4MXU6Xb78W+74V0yPTGW4GbqdBKMW9fKybJgHV+ONLX11M4hKHC9JnzcaLxpKax0tMWGRt2RxCNZmzHTozH/oTwof2XlHgRQogbTQJAIW4Bz776MgNDQ3z50ccBeOnNN/jla6/wxUceu+w5ew4dZN+RQzxy3wOkp6Xx7oH9PP3LX/BHX/kaMTEx9nFlxSvZUrnRfh0ddWv/Z2+Ur4dvf9cqgDwrBvO5n5KolBX0RYK/+rJcYoZrCUVp7quts7J4G4vYvTyDZ1Y+QE5GMpsbT9g9eA2wegBPtGuL7AsEWNiQccl7XTn+yPtWkDnRRxisotEOrdk5+zP4xrpYc1Tx2PGddibxydIuHOOK0bgSVhxuB6wi0673+wFr2Vc31KKWl0iHDyHETSN1AIW4ybp6enj//Hk+dc99FLhzKXDn8qm776Px3Fm6e3tnPEdrzf4jh9lUsY5lCxeRlZHJo/c9wPj4OMdOnph2bHR0NIkJCfY/sVeYVbyezOp91vLuVfS3NcrXW0ujoyPWUqnWVrbu7Dj+8c7NeLa6qVvnIyoU6buLVT/wzoZu3C3JeAsHqNrWhKdg0Lq3AgdWe7fG3BTaCwYAhbdwkKptTby/rIeqbU14CweZ+GPxVF4yh3JKeGbJg1Yf4chKqqfAOqc+L5+o85/gvuN1Vu1CrGVfx7iibp0P79ZcjrnzmNhjoyNdPSa+mwR/Qoib6daeChDiNtDiaSc2Job8HLf9Xr7bTWxMDC2edjJmz77knL6BfoYCAeYXzrHfi4qKoigvnxZPO2tKSu33j504Qe2J4yTEx7Nwzlw2r6ucNkN4I0ztA8wrz6Oe/Gu4a9sHnjd1OdgwTU5s/UO2pswi59Dr1BjxhKJM1JQevSawuec/ODAvTHtBINJqLYkMbwLdOX76RoMsOTlAWKWQ25LM7kfuo3n8NElmI83ja1Hp97CufSdFO04RVkM4dA0189Ooymuyr+EtHMTUDuaFfsX6HsNuN6cjs5OhKJPspnhKz4UZWL4O5XkWHekuIku+QohbhQSAQtxk/kCABOelpT8SnPEMBfwzn+O3EjMS46eflxgfz4XBQft1ydJlpKakkBgfj6+7mzf37KKjq4snHv/sjNcNhUKEwmH7tY5ktSqlPlYygdlQO60PsK6vhbu2oZTCMC6/EGFUbEA9+dfo+lrUihLuAUJP/SkYBpVmkTVGO/izArBwXg150f2RK1izfN7CQbRWrNv/FqYyIkvBBpmHG7izpRVTOSg+cZZnY97HObYIU522agQq2NDzGscr/JHZQeuahgqTH72bUF4K6mSBPQaNZmmtKzL494g3j2A8/nuo0VHUihIc5ZUf+KwmnvMHPZsr0VrbvzshhJiJBIBCXCdvV+3lnf1VVzzmv37hS9YPM8RWE0HFFV30sb7orbKVkzNOWRmZzE5L4x/+/d/wdHbgzsq+5HK7Dh6YNuZZ0bP4469+HafT+bECwLGytQRefg4MB5hhYu8oByAuLu6DT75rmz1bGPyHvyUUuYYGmJh9UxDMmsWx4rOgTUoOuNHLFwMaGk7RFZm5G8ptmVLLz8QwL0xLLilqe49/Tv08T2rT3hfY7+7EUCY5zclkeuOJT52LY1xzLvk4nsJ+9t0NK+vmEd85HpkJtCjTBMNBdDiM8//50w/9zK7q2VzG9creFkL89pAAUIjrpGLVaoqXLLniManJKXR0deGf4f+sA8EgCfEzFwVOSLDeH/IHSEpItN/3BwKXPQfA7crCYRj0XLgwYwC4aW0FlWVr7Ndaa8KhEMFg8EMFgG0dr9PZs5es9A3kZd8HJWVETZnJC5da9xgeHiZ0cC+6rgZVXPqBM2ThJcvh+Z9P1gCMFIBWpiY6s4BUX7tVIxCN0dANgKkyWNiQYe/xq9rWRIY3kfcyVpHTPcaitiF7+VbPiuFIXim/uKuA0u6j9pJvTnOSVRYGUAyiFWTrAk6WxuEYV1B6B+r1A/ZYrPtqDDNMeMlygsEr9+kNV1fZzyBq7Qbi4uIYHh7+yLN4MvsnhPggEgAKcZ3EO53EOz+4KHKBO5eR0VHavB7yIvsAW70eRkZHKXDnznhOWrK1rHu2uQl3VhYAoXCYprZW7rnzrsvey9fTTdg0SYxPmPHzqKgooqZkCWutCYRCH2pJsa3zDfYcfhylHJw6949sLHuWvKx7UWXrUGXr7OsChA7utZd0efk59AyFkadSZeto+sIixmr30ZU9hFIGy1tLSD7ZR0zDeZaaLquDyJR5UENjl32ZWA72Fg5SFfxjnvD9HK10ZBZRk6EuYGrY6/4Ejvmv2tfI9CbYxwEobc22LqnJtIK+hgMYj34en/cdTiccRGuTzI5EZpVUsqBs3RXr+U3bH/nycxDZH6m1/th1AIUQ4nIkC1iImywzPZ0Fc+bw4q/foNXjodXj4aVfv8GiufOmJYD83Y/+meOnGwFrf9i6O8rYdXA/x0830tndxfOvv0Z0dDQrlywFoPfCBXbuq6K9w0tffz+N587y85dfIsflojB35sDyWvD17EUpB1pbrdd8PZdfBtd1NdP3BjbUfuD14zY8zLG1HjqKAngK+olyz528hrp00XyipVxcIJqVB3JY3r8J15yfcMe8hzAXxE4mkWjF6LxYntqYyR3zHsI15ycs7Cph3ZuFpHc6py3vQmSpXUVm/AwDxkYJf+kLeAr66SgKcGyth7gNn/zA76Pray7dHymEENeZzAAKcQt4/IFP8urOt/i/v/wFAIvnL+ChLdOzZLv7ehkZHbVfb1yzlvHxEK+89aZVCDrHzX967DN2hq/D4eBcSzMHjh5hdHyMlMQkFs6dx+b1lR85uWAmB9qC1PlGKI60InOlb6Dx/A/tINCVfvllXVVcas16XUVh5Mn73MnGsmfx9VThSq8kKTOJ8NtHJq+x7k70/t2gFGiNAkwg/3yKlbHb0MfyBRlsKU+jq2cL8IJ9j+zMu8jMc1KR58SsziD8KxMiBaBh+v5K+z5Txp6XtX7a2NrG72T70T772cz4DC4ufL1CMoWFENeftIITQlzWByUTHGgL8uSeLgwFpoanNmZSkeekrfMNOwjKy7p32jltnW/Q1VtFgXsLmWmbCR3Y+4GFkS93nwlm9b5p15h43XuulaTjh3FoczJBZkoLttBTf4o+vN++jlqzjqi/+GvAakkXfuV5O+gzUQysWMPsOfmX3GemsX/QmKeaep2oig109e2kxfM2mbMvfX4fhrSCE0JcjswACiE+sjrfiB3gGArqfSNU5DnJy7p3xsDl4v2Bm9b8Enf5PfABRZEvd58JRvl6+xptnW/gS9iL64EN1O+cx9aGaruTh4nCmDrTeIXYSK0oRb3y/OQ90Bxdehf3/u491j2O/ymuwg3klX9jxvM/aMxTTRt/x+vsOvTYJXsohRDiWpI9gEKIj6zYFWsHOKaGFa4rdxm5eH9g5xX2B36U+0wEmKeb/oU9hx9n1soRnqr8Fq8u3MYzSx6k6xMP45iSaGJsvR/A3ts38RqsoOzM1/8HB92lVLtLearyW6Rs3HjJPdo637gmz2ZC54fYQymEEB+VzAAKIT6yijwnT23MpN43woor7HObcPH+wKwr7A/8KPe5OMBM5TD3fu7b1PvuZIUrlryLzjPK19P/zT+l8ZUXWfTQp0i7aCZyyf2f4EDxWup9I9wbue/R45cGaDPN0H3YZzMhK30Dp87941XtoRRCiI9K9gAKIS7rWhQUvjhJxNoDuI8C92Yy0zbbpU7M6n3o+hrUitKP3Cd36hKz1uGrWj719XTzr8/+gq88/llc6RnX5R6XM9N3NgwjsgdwJ5mz15OXde8lz/BqyR5AIcTlSAAohLisjxsAXi4RwjAMnE4nwWAQ0zSn18IzzWnLtB/WlRJQZvJhA8CPco+ZXO47X/xsPkwyycUkABRCXI7sARRCXDczJULM5JJaeB9QD9Cs3kf4R3+PWb3Pfu9AW5B/OtpH2/idrF723euaOJGXdS+rl32XtvE7+aejfRxoC152XJdztd/5ap+hEEJ8GBIACiGum6tNhFArSu1A6IPqAU7MnJmvvWj9u3qfPUv28ulBntzTZQdk19PF9zy5/Z1LxnUlV/udP2oyiRBCXIkkgQghrpurTYQwytfDt7/7gfUAYeaZs7qoJVddcuVauXhmbrT2vUtn9K7wPa72O3/UZBIhhLgSCQCFENdVRaSzxsWa21+dVux4ai28K7mkc8byEopdsbzUOHhDZ8kuvmdMySqofu2qZjEnXPydLy6SPeFyz1AIIT4qSQIRQlzWtcgCnonH92u72PFHyaSdqQPHgbbgR5ol+yhJIBMuvueVOoN8kIuzizet+SVu1z0f6hoXkyQQIcTlyAygEOKGm6nY8YcJAGeaLbwZs2QX3/NqZzFnMlOR7I8bAAohxOVIEogQ4obLSt9gBzofpthxW+cbHD3+p5ftvnEr+bBjdV30TK62SLYQQnwUMgMohLhhJgoal2Tfyd0bXp5W7PiDTF0ibTz/w1u6R+5HGWte1r1sLHvWLpJ9NrCWV4/2fejiz0IIcTUkABRC3BBTCxq/1DjI39x9J3csn+wE8kEuXiL9sMvGN9JHHWte1r0U5NzPe10hvr2r1X5WH6b4sxBCXA1ZAhZC3BAXl02p8X645JKLl0hv5R65H3es73kCUvxZCHFdyQygEOKGuLhsSmlO/FWfay0dlzNvzk9I5fDHasF2I0ws5/p6qrhAGdvbyykeD171LN4qdzy/bOiV4s9CiOtGysAIIS7rWpeBmSibsjI7js0LM+x+tx90zkfthXs1+t56ncZXXmDRQ58mbet91+y68NHGPtELeOfpbo51DH+s4s9SBkYIcTkyAyiEuGEmyqYYxtXvPpmpF+61CgDN6n0kfv+vWaUUxvf/GjMp+UPX77uSjzP2irx4yt1x12wsQggxlewBFELc0q5nL1xdX4M2DAyt0RPt264h6eMrhLhVyQygEOKWdj174aoVpahXnsdUCuMq27d9GNLHVwhxq5I9gEKIy7pereAm9rldzR7A683aA/giix761DXfA/hRXMtnI3sAhRCXI0vAQojb2nhpGe8uLma8tOxmD0UIIW4YCQCFELe1rr6dpKa8QVffzps9FCGEuGFkD6AQ4rbV1vkGdY1fJSlRUdd4kJSk5Fu6vqAQQlwrMgMohLht+Xr2Ag6U0oDVsk0IIW4HMgMoxC0gODLMa2+/xcmzZwBYMm8+D27ZRlzs5cuGHD/dyKFjtXg6OwgOD/MHX/pP5Liyph0TCoV4/d13qDt1gvFQiHkFhXxy690kJyVd1+/zm8KVvoHG8z9Ea4VSt3Z7OSGEuJZkBlCIW8Czr76Mt8vHlx99nC8/+jjeLh+/fO2VK54zNj5OgTuXu+/cdNljXnvnbU6cOc1nHnqYr33u9xgdG+PfX/jlTc+8vVXkZd1L8aJ/YXBoLcWL/kWWf4UQtw0JAIW4ybp6enj//Hk+dc99FLhzKXDn8qm776Px3Fm6e3sve17psuVsXl/JvIKiGT8fGRnhaN0x7rtrM/MLi3BnZfH4Aw/R2d3N2eam6/V1fuNkpm3mQv89ZKZtvtlDEUKIG0aWgIW4yVo87cTGxJCf47bfy3e7iY2JocXTTsbs2R/puu2dnYRNk/lFkwFiUmIirvQMWjztLJgz95JzQqEQoXDYfq21VSZUKXVN68lNXEsp9aHawl0PNV1hzsYuo6YrzH2ZN//vxNfi2Wit7d+dEELMRAJAIW4yfyBAgjP+kvcTnPEMBfwf47p+HA4Hztjp/WQT4+MZukxx510HD/DO/slEiFnRs/jjr34dp9N5XQoKx8Xd3F63Vc2D/O+aEYgp4n/XjJCVGaKy8NbYH/lxns31KuAthPjtIQGgENfJ21V7pwVTM/mvX/iS9cMMsZVGo2b64GPSM98OgE1rK6gsWzN5rNaEQyGCweA1nwGMi4tjeHj4ps5UHWrpt/r0YmAoONQywKrMm/vH4rV4NjL7J4T4IBIACnGdVKxaTfGSJVc8JjU5hY6uLvwzzNYEgkES4i+dGbxaCfEJhMNhgiPD02YB/YEABW73jOdERUURFTX5x4LWmkAodM2XFCeWNrXWNzUhZUVmLC+eGgRtYmKwIjPmpifI3CrPRgjx200CQCGuk3ink3in8wOPK3DnMjI6SpvXQ15kH2Cr18PI6CgF7tyPfP/crCwchsHZpiZWLLYC0UH/EL6ebu7ddNdHvu5vk4o8J98qjeG5Ayd4tGIpFXkf/PsSQojfBjd/x7MQt7nM9HQWzJnDi79+g1aPh1aPh5d+/QaL5s6blgDydz/6Z46fbrRfB4eH8fo66ertAaC7rw+vr5Mhv7VvMDY2ltXFK3n93Z2cbW7C09nJL197layMDOYVzpw5fDtalRnFvJETN33pVwghbiT5E0+IW8DjD3ySV3e+xf/95S8AWDx/AQ9t2TbtmO6+XkZGR+3XJ8+8zwtvbLdfP/PKrwD4xLpKtlRuAOD+T2zBUAa/ePlXjIfGmVtQyBc+/dhVZ5der71kE0vKt8JeNaUUs6JnXZckl4/iWj4brfUt872EELcW1Ttk3vw/gYUQtyTTNAkGgzd7GOIjcjqdN73MjhDi1iQzgEKIK3JG9jFey5mkkdFRvvuPP+DP/ss3iI2JuWbX/U0fy7Uaz60wsyqEuLVJACiEuKzrNXuklGJsfOyaF5j+TR/LtRrPrfA9hBC3NlkbEEIIIYS4zUgAKIQQQghxm5EAUAhxw0U5HHxiXSVRDsfNHsotNRa49cYjhPjtJFnAQgghhBC3GZkBFEIIIYS4zUgAKIQQQghxm5EAUAghhBDiNiMBoBBCCCHEbUYKQQshrrngyDCvvf0WJ8+eAWDJvPk8uGUbcbGxlz1Ha83OfVUcrqtleGSEvOwcPrn1blwZGfYx//Lzn9LU1jrtvBWLl/DZhx6e9t7BmqPsPVTNkN+PKz2D+zdvoSgv/7L3Pt/awuvv7MTX001SQiIbysspL1k17ZiGxkbertpDb/8FZqeksnXDRpYtXHRVz+Naj+dofd20PtATvvNHf0J0lPyxLoT4YPInhRDimnv21ZcZGBriy48+DsBLb77BL197hS8+8thlz9lz6CD7jhzikfseID0tjXcP7OfpX/6CP/rK14iZ0hKtrHglWyo32q8vDnjqTp1k+863eWjb3RS68zh0rIYfP/csf/jEV0lJTr7kvn39/fz4+V9SVrySxx54iGZPG6/seJP4uHiWL7ICvBZPO8+88hJbNmxk6YKFnHj/NL945Vd87Xd/j/wc9xWfxfUYD0BMTAx/9JWvTTtXgj8hxNWSJWAhxDXV1dPD++fP86l77qPAnUuBO5dP3X0fjefO0t3bO+M5Wmv2HznMpop1LFu4iKyMTB697wHGx8c5dvLEtGOjo6NJTEiw/4m9aFZx3+FDrC5eSVlxCZnp6TyweSvJSUlU19bMeO9DtTWkJCXxwOatZKanU1ZcwuoVxVQdrraP2X/kMPOKiti0dh2Zs9PZtHYd8woK2X/k8Ac+j+sxHgAF055DYkLCB45FCCEmyF8XhRDXVIunndiYmGkzY/luN7ExMbR42smYPfuSc/oG+hkKBJhfOMd+LyoqiqK8fFo87awpKbXfP3biBLUnjpMQH8/COXPZvK7SniEMhcN4OjvYWL522vXnF86hxdN+2fFOvS/A/KI5HKmvIxwO43A4aPF6WL+67JJj9h+9cgB4vcYDMDY2xl//8AeYWpOT6WJL5UbcWVlXHI8QQkyQAFAIcU35AwESnPGXvJ/gjGco4J/5HH8AgMT46eclxsdzYXDQfl2ydBmpKSkkxsfj6+7mzT276Ojq4onHPwtAMBjE1JrE+IRLrvP+5e4dCMxw3wRM0yQwHCQpIRG/3z/j2IYCgRmvOeF6jSdzdjqP3PcAroxMRsdG2X/0CP/8s5/wzS9/hfS0tCuOSQghQAJAIcRVertqL+/sr7riMf/1C1+yflCXfqbRqJk+mOqij/VFb5WtLLF/zsrIZHZaGv/w7/+Gp7MDd1b2Fa7zAfee4Xjr7SkfKHXRMTN+zau+/scZT77bTb57coa1IDePH/z4aQ68d4QHt2y72lEJIW5jEgAKIa5KxarVFC9ZcsVjUpNT6Ojqwj/DzFggGCQh/tKZQYCEBOv9IX+ApIRE+31/IHDZcwDcriwchkHPhQu4s7JxOp0YSjHknz675g9c4d7x8Qz5AxcdH8AwDJxxcZHxJcxwzSuPDbhu47mYoRS52Tn0XOi74niEEGKCJIEIIa5KvNNJ5uz0K/4THRVFgTuXkdFR2rwe+9xWr4eR0VEK3LkzXjst2VrWPdvcZL8XCodpamu97DkAvp5uwqZpL7FGORy4s7KnXQfgbHPTZa9T4M695PgzzU3kZmXb++0KctwzHHP+imO7nuO5mNaaDp/vkqVmIYS4HAkAhRDXVGZ6OgvmzOHFX79Bq8dDq8fDS79+g0Vz501LAPm7H/0zx083AqCUYt0dZew6uJ/jpxvp7O7i+ddfIzo6mpVLlgLQe+ECO/dV0d7hpa+/n8ZzZ/n5yy+R43JRmDsZTK0vW8ORumMcqTtGV08Pr+18m/7BATuR5M3du/jla6/ax68pKeXC4ADb33mbrp4ejtQd42jdMSrLyu1j1q0u40zTeXZXH6Crt4fd1Qc429zMujumJ4bM5HqMZ+e+vbx//hy9/Rfw+jp54Y3teLt8lE9JlhFCiCuRJWAhxDX3+AOf5NWdb/F/f/kLABbPX8BDF+1N6+7rZWR01H69cc1axsdDvPLWm1Yh6Bw3/+mxz9gZvg6Hg3MtzRw4eoTR8TFSEpNYOHcem9dXYhiTf5ctXryE4HCQd/bvYyjgJys9gy8+8jipkZp7g34//YMD9vFpKSl86ZHH2P7O2xyseY+khAQe2LJ1Ws29gtxcPvPQw7y1dw9v791DWmoqn33o4Q+sAXi9xjM8MspLb77BUCBAbEwMOa4svvq5z5N3FeMRQggA1Ttk6ps9CCGEEEIIcePIErAQQgghxG1GAkAhhBBCiNuMBIBCCCGEELcZCQCFEEIIIW4zEgAKIYQQQtxmJAAUQgghhLjNSAAohBBCCHGbkQBQCCGEEOI2IwGgEEIIIcRtRgJAIYQQQojbjASAQgghhBC3GQkAhRBCCCFuMxIACiGEEELcZiQAFEIIIYS4zUgAKIQQQghxm5EAUAghhBDiNiMBoBBCCCHEbUYCQCGEEEKI20zUzR6AEAIO1hxl76Fqhvx+XOkZ3L95C0V5+Zc9/nxrC6+/sxNfTzdJCYlsKC+nvGSV/fnR+jpeeGP7Jed954/+hOioq/vP3jRN+2el1If4NuJWoLW2fzYM+bu+EGI6CQCFuMnqTp1k+863eWjb3RS68zh0rIYfP/csf/jEV0lJTr7k+L7+fn78/C8pK17JYw88RLOnjVd2vEl8XDzLFy2yj4uJieGPvvK1aedebfA3IRgMfrQvJW4ZTqfzZg9BCHELkr8WCnGT7Tt8iNXFKykrLiEzPZ0HNm8lOSmJ6tqaGY8/VFtDSlISD2zeSmZ6OmXFJaxeUUzV4eppxykgMSFh2j+3AqUU8fHxt9SsYldvD3/zL/9EV2/PzR7KNLfisxJC/HaQGUAhbqJQOIyns4ON5WunvT+/cA4tnvYZz2nxtDO/cM7044vmcKS+jnA4jMPhAGBsbIy//uEPMLUmJ9PFlsqNuLOyLj+WUIhQOGy/nlhCVEpd0wBk4nqGYUxbprzZxsbHgFtrufTjPCutNVprCR6FEDOSAFCImygYDGJqTWL89Nm5xPh43g/4ZzzHHwiQGB9/0fEJmKZJYDhIUkIimbPTeeS+B3BlZDI6Nsr+o0f455/9hG9++Sukp6XNeN1dBw/wzv4q+/Ws6Fn88Ve/jtPpvC5BRFxc3DW/5kflbKjlrlPHcDYswXn/wzd7OJf4KM9Ka00gELgOoxFC/DaQAFCIW8FF8ZVGoy5+8wOOt962Psh3u8l3u+3PC3Lz+MGPn+bAe0d4cMu2GS+5aW0FlWVrJq+pNeFQiGAweM1nAOPi4hgeHr6hM4Dh6ip0XQ2quBRHeeW092P+11+yGlD/6y8Zcjov+Xym826Ej/OsbqXZVSHErUcCQCFuIqfTiaEUQ/7ps33+QJCEi2b5JiTExzPkD1x0fADDMHBeZqbIUIrc7Bx6LvRddixRUVFETUkS0VoTCIXspcRrZWKJVWs9LdP4ejGr92Hu2I4+vB8MA15+Dv3t72KUrwcg/OZrwGRMHX7zNVTZOvvc8Hf+zD4vXLYOY9v99rnX241+VkKI24cEgELcRFEOB+6sbM42N7Fs4WQG79nmJpbMXzDjOQXuXE6dPTPtvTPNTeRmZdv7/y6mtabD58OVkXHtBn8LOdAWpM43QrErlnJPDbq+BrWiFMAK4CaYJhgGuqEWJoK4K8S2ur7GCv4iwZc+vJ/w4f0QCSDN6n3o+hpO5yxlT1YJxa5YKvIk61YIceuTAFCIm2x92Rqee+0V3FnZFLhzOXSslv7BAdaUWAHMm7t3MTA0xGMPPAjAmpJSDtQcZfs7b1NWXEKLp52jdcd4/MHJvWs79+0lP8fN7LQ0RketPYDeLh8PbZ15+fc32YG2IG/8/E2Ku05y1hHDHSdftYK2V55HrVk3PYADlGnSm2eSGTm/eamfgsOTy+7NS/zMi3ymVpTCK89b503cMBJAmljBpTYM5pvP897SB2kPjXLyrrUsuf8TN/IRCCHEhyYBoBA3WfHiJQSHg7yzfx9DAT9Z6Rl88ZHHSY3UABz0++kfHLCPT0tJ4UuPPMb2d97mYM17JCUk8MCWrdNqAA6PjPLSm28wFAgQGxNDjiuLr37u8+TluC+5/2+6C3v28GTV9wgrA4c2MZXCiMz0AWCamEpjaIWnYICBtBGidv8TAJl3f5O+/mMUTNlU2ddfZ//c0/8ewYIBYoJRpHfHW9cxTdTyEnt2UJkmJorHT7xqjeH0Dsz0mBu2TCyEEB+FBIBC3ALWlq5mbenqGT979P4HLnlvTn4Bf/ClJy57vQc2b+GBzVuu2fhuZSt8pyaDP8DQGm0olGkylK4JL07FH2zh/KJeNLBhR5EVyDW8gJmyilRvHlq1obRCK02qNw+w9v+l/uAFklUShlacKPGR3BdLorOINKA3X5NqRgJOrTEBhzbRFy8xCyHELUgCQCHEb4yJPXdqRam9By/b34XWk7N8J0p8RIUMwtGaJa8fQBuQbCZxbmEfro54+zhTKYyGWlopo1C3W0vAWtFGGfMBz/7DZCiFQ4OpNMl9seS2JGOqC4S/82cc39aEutsgw+MkFGWytNaFiTVDyKyYy45ZCCFuBRIACiF+I0zLyH3lecx1d6L374ZIiZqO/CHOL+rFUziEAlYeyEYrjTIVpgKnZyGHXXks1GcJK4VDa9TyEma17SMMOFCEgeiQVRC63rWYrfpXkWNh2JxNmBAObRXdyexI5NhaD+0FA/YC8tJaFxown/spAGrhkmljZkr2sRBC3EwSAAohbglTM3lnyqSdmpGrFbB/t5WcoTVagT9plPYCP0YkrXc8yprR01gzfnGzWtnn/hyDdxZS0lVL4h3rKS1fT/T7P8fxnjXL59CK6HnNAMxaOcIvfAVkdiSwP30rqy+8y/y2OjtZJOQIY2oDQ1kJJlEhhxVwaiscNJ/7KQOLU0mKLEdfkn18ld9bCCGuBwkAhRA33YG2IE/u6cJQ8FLjIE9tzLwkGLIzcg2FMrUdiFlBIHjmbMBQz9pB2chYHiajGChMNI6Qg7LEV0lY+A5tCx3Au2R0LqE1u47A1lZcHQn4sv30Zpu4O9/Ad/4LOOY76J0fZm76XeRt99oBnlaa8bEMDNVp36+jYA4LGwbtjGETzVCwhWQzyd6TqJaXfOjvLYQQ18Ot0/RSCPFb70BbkB8e6aGqeXDa+3W+EQwFpgZDQb1vBIgs+/7o7zGr92GUr8fx7e/SU5HNydIuK/hTGgWcKPHhyd5vB2OmdvC+KwsDa2bPQNGdM0RmvAOlHEAYpRz4eqoYcmyko2iQ2rVeOooGGXJswNezd9px6eoIVanFKK0wI0Hg+exETO2I3M+gI7+ZEyU+O/gzUDQt6mXf3S30VGTj+PZ3Aezvc6XvLYQQ15vMAAohboips10vnhrkO5tclLutziXFrlheahy0g6EVrtjJPX9KwSvP493kRv/u78GXvkDD4V/Tkx7E1RFPV44fb+Eg0aZ1qMbAUGHedX+CM5XJrOt5i0F3M+fdJWSa84nRbwEOtA5zgTJU6p3U946S49iHN7yeRXl/zAV2o/UP7eM6wqtpyAvy0uZ48jtCHMqopD47n7vUgcj9THSojeNl0JcZJMObSHfOEN7CABAmZf5S/A0/oegnjdbDiOwHLHaXXvK9hRDiRlC9Q6Y0jBRCXEJrTSAQ+OADr9I/He3j5dOD9mzXw4uS+dqqVPvzA21B6n0jrIjshev/P3+Ic+cRlJ4s0ly1rYn5j/6IX58dIvnIj1nqa8aXHaCjyKqTaGqDoFpE2cinyWgz2JO0gHcTu7nL+c3IbF2YZNc3OdDaR1d4Na2hTZS74zjkGbaXbsvdcRz0DJMftYtMx1HuWrwZAN/5L9jX8MT9Mw+Musg5+zr1sYdoyTmBIlJsWivcLYkYbeWMzU8ko7KIE2f+lvVvFuFuSbK/70jxPBL/6seXfO+pDMPA6XQSDAY/ciu4+Pj4a9rLWQjx20FmAIUQN8TFs3wrs6bPdlXkOa02br+uoStfc9x4jkpdZAd/JppMbwI7656msPf32bQzQFhlsrBBU7WtifaCAIYKM3L6HpbvfgUNPAaUz0/lwCYrcDO1g6a+QWrG/rsdiCrgd+ue5w7vMY7krOSM+/cwFLSGNtEe3kTBSBI5439lB3/ZTSlsa/gPUjoCaKVYqw1C2xLs+886v5bKnQHCqhvHSR+HjG50puLinnM9/e/R3/kG5Z4k1ky0rsuTDGEhxI0hAaAQ4oaoyHPy1MZM6rtGWVOQzKrMKFq82/H17MWVvgF3c5JdMiXVNFF3G5wo8U3W10PRleOn4PRhCg6HMbFKuWjDoDDwKY4YJqcDpdzd4YmUdbEUnLmAPyGD+ju6MVSYbvMOTA3lnhqW+06yoTHI7JNVaGBefyu9sRdYHnDS4FpCtbuUFa5Y9jaWkqt+RHZTChveKgCsmVGlNSaK0db7acx2oOLW8liwA1Ntt4pCA+6aVprv1pxf1Ie7JXmy5dziftx7Xyb8k1NSJkYIccNJACiEuGEq8pysL0jA6XRy+tzz7Dn8OEo5aDz/Q+4//wTxE2VeDMjwODlW0UlfZpD83jm0zG5CAZU7ijDpszLYlJVdG5obpLToXnYeK6HBVcPDp3fYS7oaSGkp4lTxFnzh1bSF1vPfjUY27f0eOtLKbTKjWDO7popPGgYPn97Bma//D/rJ5B1fBXlR3+crnp+jGbXr/mnAQHMgYyud4QE+OfsYWavyMA5Yy7UKyG1JJqc5CU/BELvvg+zWHrpyAngLBlh0MjDZq1g6iAghbiDJAhZC3BSdkUxbra1M264cv13jT5kQijIBk9Qtv0/M1/+UjsIBMjyJkaxeMIH+DAdV25o4EvcCvvNf4LNzDtOzrJzmpesiwZ+VJdxf0BQJ/jZhKMg4Vz+ljy928GeXlYkEZAs7TtqZugDDuY1M3U2ngL1rfoeE0hHucn6ToZ7/y1tj38a3YLa94GsqTYY3EaU0bPhDxr/wWbyFA+Q0JzPS2mAHf8xQJkYIIa4XCQCFEDdFVvoGO/jTOkzchk9iPPp5O+ljaa2LnOZkgvuP0P2vx1ky8hcEYpdiaKtjhwHUl5zFWziI1tai7/uePZzvH+M/r/ga75c7uTB7mBMlPo6XdTIv+ldWiRYNMSWr7MDLAFrn9HNh9gitc/qtAG9KQFbsisXUkOU4QnuBP7LfcID2ggH+8c7N/M3chxno38dExjAYvF901LpXpO1c1OAc1rz/FRbtaKJn9yFympOp3FFITquVFKLuWItDln+FEDeQLAELIW6KvOz72Fj2LL6eKlzpldYewD07AWtGDmBxTQbp3f2E1XYc1dacmonCgeb4yi46Cq3sX60VSoXxhVfbyR2Hy+KJLj5o3y9O9bA5+e/YPFzAQu8sePTzMDbK6ewl/Pvw67gd+/CEt/DFbfexsOOkPRu35MX/l++kDrArdjaGNvEUDFpBJwZdY12YI9AZvoMl/Axr52HYDhSLGmeT25LE3NYhVMthTCALaC9ItYNDrYCerhv01IUQwiIBoBDipnE3J5FTnw0x7YQj/XOnihmJirRoI7JUa+25MxVEh5WdmdsW2sjZ8YdpC20C4I62Gja25tEcb+29U0qTEXWcnKZ2lu8oIBzpJnLhG5/Gl/ojVvh+jakNZkc1Mjo3hdrCIPntJqk/eIE4pVmlFcFtTRxwb6Ew+m2ym5JxdcTTOzsTsqEttIl3g99nZfIx2v0OVsQ8TXtBgExvAqYCI9I/eKIwNWAFf1hdTDh/lvB3/gz96OdhdAS1olRmA4UQ15UEgEKImyJcXWVn/dp7/yIb5yYSOFrm9bOs1kVYWRm/MLms6l+yiVNjBlnNmczrcDCcmUxbLqxpr+HJqu+hDUWeWcRLm+M5lx9NbtQ+Mr1O63wTTKXo2v1PeCo6ACI9fQ1OnPlbwEHsARfJKgMj0v0jw5tIMDuLntP/jcd270QrWKh30lu5nOrcUtwtyZQEsulyLmBX4XLmRv+K3JwaFjZk2FnMJlbgd37hBZoW9bH6+ArivH6I9DM2n/vp9Izgig034TcjhLgdSAAohLiuDrQFqfONUHxRoWNdVzMl+FNWSZVIcOcpGKBp0QW8hQPUpq4jwTOPYfcp8qL3kul10u0O4p9fzpLjG3l89//EVFbW7l9u+BbLu05iKoVhWtdb6mvmvdx7yVd78OUEWdig7IDSlx1koj6ftYxsBYEQxpcdZGHDZMDZnTNEZ3g1GzoP2e+ZSlPR8xYo+ItIVnG5+To/SvjvJCyZS8esKqq2NZHpTaSDxVwYW4XffZZZRXWAwVHqqfQUTV4PjTE1I3hKAHi55yiEEB+FBIBCiOtmavu3lxoHeWpjJusLEgDQsbFWIkYk+DtZ2oVjXOHLDuAtHEQpjcbBmXwnR12fIy9qF3c5X6WjaAitw7zbsoR7Th0jrAyr5p5h8Dvj5+hevRrj9A47qPJlB4lSo7wb/D4P33GSnYmz4UQzg+5mxov60ThQhGkLbaDfnM+KmKet3r5F/fz0rk9QOhTPSNEwP4v5Mp7wJnw572A0Kvv643OG2dr5vl1SJqwMMs838Ov0FdzlDNNRZH2fd4N/THtoE6tj/obFkXu2FwR4Y/M4c30DhKLCLK11TWYhz4qZ8hwDlzxHCQKFEB+HBIBCiOtmooTKRGJGvW+E9QUJtL/yN8Q/+0xk2VfT9YlCGubV2QulVrautb/PF14NQHtoE8Np/0pJyjFq+lfiGVpDXWYNnzy9A1MZGKaJXqDYrV6l/a55bDr3HgprVm9+Ygeb3ClsWfa/qGn7W2ZF7cZnBOkAus0NGGdKmdfhoCFzCecWGsx1/Mja59d9kLHSJyh/9I8w24KcaHmNRPcIJy74yG5NoiN/kBOuFOICo5SbJmYkGK3LXIwnXDptvO2Da9BMJoxMfL/9uRUMzX0aIokvS2tdaKUwn/spPtcwRZ/+/3Gsc/iS5ygBoBDi45AAUAhx3Vzc/m2FK5a2jte58PbfM1+lW4kQBlzoOgLzrOCvfvQJesLLcTmOsrovh7tPe6jPrOFQbikFrcmUnMzGmZNOa1sNxV0neWbJgxSnKLw5IXpj/5JF2kFudDy5LdbSqtV/9yje0Z1c2FvN8tcPoFU6CxsUe7dCKJTI53bvxFTw8Okd/CK6gOwoq+OHicZoeIXwcBJ523I53/cVkpuTWVpbiKk0ab1x9GbU0bFwDy8n/glZ3iiahg2Ku04CsC45nYUns+lLSLbrAuY0J7PA/3lOpg6w2/2Jac8rKmSgDVCR5Wvf7n9ClS9nZdZaXjw1/TkKIcTHIQGgEOK6sdu/+UZYEdm79t6JvQy6rb14VkKGotsdBExymlPIa2vi7dnrgU/wYNX3CEf2972+rJhNx+sIG4r55vM8iZXIYWjNU5XfQifuZGFkVs0uGB3Zp5fptWbLEnYciGTeKrTSuDqcxJld046d7+siyXDaiRsaKznDwwLMFAOXN37a8a4OJ57CIWpme4ka+AR/8Z415k+e3gFVEDZgkwkn79xMT3g5T1Z9D1MZlGiTs5XJzI9+ieIuN93uIbrdF+07dAcxfbupWLz5kucohBAfhwSAQojrqiLPOS1gyUrfwID+KZ6CQTSa8F0b0N4m1r9ZhLslCZMeKvgejXmJkWQNk7BSrO04iKniMEyrUDSAoSGsFCu6TvFm4R0snvUzNA663UMsOp4+uU/PYbL0aAYTKR4TQaAvO4BSJzFOTCZijOSeZFgrFjZkTLaTU4rsd3sJrkrAl+23Mnsn9hjmBDFUmK7warb5Tk7uSYyMUZlWoLi59xnaxzvsz02l+E+n/pncnmE0s1l0PJ0TJT5avlSM4929VlcSbZLjunPG5yiEEB+HBIBCiBsqpyWJzB1FdtkXf1c8BTuK7CXSifZE6SOdOHS8nbHbke8nrddpB16AXSOwPnMxigFaxzeyKD2WwJpFVPFjMr0JhKJMltW6mMzvtco1H1/ZRUfRAKY2qNrWRIY3ke6cIdoL/BjK5PjKLpYdy7QaxGmNq6ePnB1FVG1rYu/WJlwdCQzMW0xy+XqCgShcrUfoyHbhOG1Gav9NjtHQiq6cIGNRwzgaTcIKHFpHgr/JFnRLa134UnpwtSSjFbhbkojfmEQo7Yb+ioQQtwEJAIUQN4xZvQ/zF/8GykBpE20oxqp3WjN7Wk07dsQZompbE3HtiziTdydGwd9wwTVMhsdp9Q0GMr0JnHAVkrJ8hEXBbwIOggNhxkfCnM3NI73gJCUHs9F2mRVFU2o+B0uimTW/DlMbGMrkzexHcWSPECaWFcrKAj6xpoPatArW1o5TdKEFBxoTyPAmUlfhwVM4hI5OZYWjhAHf37IkxgELw7ya9CfknNvFcG6jPcaunADewgFOGVs4f+c5Nvc+Q/zALHJak+xlZmumURNdfxZTxVrPQylGfvwvqNFRVNm6G/q7EkL8dpNewEKIG8Ks3md1uzh/FnSk9p+p6cgfsmvgAfZMYNOiPryFg+xa4+Rnqb/Lu8Hv41/9GONf+CzewkE8BUMcq/CyI/sx0tRh3C0prDzgIqc5iajRd8iIOoG7JZHZHfHWnj+sLiKn3SnMmv+iHfw1j29hQfIYcePDLEgeo3l8C4YyMbXBrPkvctqdgiMyLgPI6IwjuykZQ2mM0ClOnPlbcpqTWXnAhbslhYF5Pfxr6eemjbG/uJx3g9/nSP96ugp91KztpGlxXyTnWVtZz1jL0h35g3aXELQmfPZ9Qk/9KWb1vhv/SxNC/NaSGUAhxA2h62umdf24kBbgxOouvIUD9GYM4+qI56zeTEw4REz+dryFQxNnkhu1C094E57oh3hgcRo94eW8e2onXeHVtIU2UVl7nMJdBWilWdiQQdW2JrQ2qHyrwA4orSBLkWq2MxhJFsluTmal9wRdOYeJLRwgpzGZcm88vpxkOgoHMLWDNNODicKIXCmtO54Nb8Wzd2szHUUD5DQnU7mjEBPNwgZF7qjBM1mb2BX8PpmOo9y1eDNnRzbiCQ+SG7WLBKMNQ5l4C61+waqtnDbWkKHPRb73IH2ZQZYedZHaF4/SUwpDS3s4IcQ1IgGgEOKGUCtKrRZnkYLJnQV+Mr3xaOB4Xg47ctYRxQid4TV8Ztk23IFf4vG9QW7UPvKj9/Bu8Pts6Mwn/KMTfGJFKfHl/4t63wj/rbOWwmcOT8vuzfAmotDTWsiBNQO4QCcTbokHDCp3FGBGgsae9ADpPfH26313t+Ap6MeZUohBz+T3wEo8cXXE4ym0voO1v9CatSvcdZjvf/0ce7MeYoXrMco9NSza/++MmkOkL/w7TO0AwO26m9Ccx/ibYyXkRe0iy9FEhiOPdKwSMsMJIdJ6NRgOMMOo5SU36lclhLgNqN4hU3/wYUKI6+lgzVH2HqpmyO/HlZ7B/Zu3UJSXf9njz7e28Po7O/H1dJOUkMiG8nLKS1ZNO6ahsZG3q/bQ23+B2SmpbN2wkWULF131mLTWBAKBj/ydZmJW74PjxwiYXmJfqbITJH5617zIsqw1M+ea8xPafHuYFfgJEEbjYP6F32HVc+/bs4hqzTr6yrIJ1e4nfX8HSk/2EH5pczwAv7MzYLeZs79X5Jj+LEjunCi/jJ2MAdZy7GAm9M1RzKme/kfkxPWsHsOzcJ5fxX/ZvXPKPj4Ibr6DpPLfwdyxHX14vz3mvdta6CjsBxyMxX+RRQv+P063bSe65wn7u+c0J1G5YzIrOWrdRth8z0feAxgfH49S6oMPFELcVmQPoBA3Wd2pk2zf+TabKtbxB196gsK8PH783LP0DwzMeHxffz8/fv6XFObl8QdfeoI7Kyp47e23aGhstI9p8bTzzCsvUbJsGd/88hOULFvGL175Fa1ez436WjMyytcT9ft/QPKsfLShIoWgFesDfjRWAAQO3j21k/3dxeQ0x7PygBt3czyZ3gQ7kAIwD+0n9Qcv0B2sQ+nIHjrg9WXFjM89wNjcQ1RtayKUlwmRAEhH9ttppUmZEvwBdvAH1h+Myd2aOdXaLucyIZSXSdW2JsbmHiI/ejf1efk8s+RB+7pKQ3PPdmu/4+H91kmmVfbF5XWS3WztVRyqSeHJPV3MVodhynef078MPZFFbBg4cnJxlFdel9+HEOL2JQGgEDfZvsOHWF28krLiEjLT03lg81aSk5Korq2Z8fhDtTWkJCXxwOatZKanU1ZcwuoVxVQdrraP2X/kMPOKiti0dh2Zs9PZtHYd8woK2X/k8I36WlcUVbIaZerIcrAmpWw9ijBKOQCrpl52czKVO4qYfzydyh1F7OvLtfYPRq6hiJSBGVdUbWvh/VUunqr8FodXm5ja6rXbURSgIz8AWkdm6JQVBE5LOpmefKIj/5tYTlZMnz1rzenEW+hHEcbUDlyOo/y0+BF+cVcB7y/rpWpbE1EhB6aaPutoaM05vZkNOwqYdzyT/7x7J+WeGnzhO2DKd3eW3YPS2MFuVMnq6/Z7EELcvmQPoBA3USgcxtPZwcbytdPen184hxZP+4zntHjamV84Z/rxRXM4Ul9HOBzG4XDQ4vWwfnXZJcfsP3rzA8BwdRWcbMB4/PcY6j1FV84QLbn5zD7y58xrfY/eonROxh1hXbdpF00OK4MMfY4TJT7yz6aQOBQzWYg5O0BH4QCHF/8Oh32l5IYHWKJ+RnZzMi5vPMagB5MkO+O2f/YwHflDLK112d0+phWIZnr9vt6MAGndTit4VJrxQA85zQmR8i5+dmdaAdpe9ydwzH8VU1t/r17YMFmIOpA4yt6CMkbHswirBru49eae/yDRu5453idoTB2gfu5W6lJmUfCFRWTXhXHGZN6cX5IQ4reeBIBC3ETBYBBTaxLjE6a9nxgfz/sB/4zn+AMBEuPjLzo+AdM0CQwHSUpIxO/3z3BMPENX2NMXCoUIhcP2ax3ZN9fV22P//HFE1xwmZs9OZh07yjjWDF7NtiY8sX7c7/6aO3cUEVaKwsOdBLa1oApMHI1FdhAYHdVlBW2RmTVv/iDnF16gIS+HhuBfkh6znrL2oxR3eUiedTcbGjqm7+ubCOicSQyaqZzJ0zgYJmbUgbvLGuPEXN/B4hhcF4ZBa8YcyczuDllBolY4A9HWHj2sZJEody1vz02m2r2J5qgfkDjyj1BwmqptTRQ1ppHbkozTP4t7j9fx7NICO/hzaE3SrFMs+0kvplKs0pqWzR58cw9gdCZTdKyQMGcIHNrP8AOfRo2OML54GeOlZRc/2hkppcicnf6xf29CiN9OEgAKcSu4aI/+1MDlao+33p7ywUUb/yeSFC5n18EDvLO/yn49K3oWf/zVr/PvLzzP2PjYFc78YPN8Xj5Vc2Da8i1AUWMa3sJBMj0JdlcPU2nmNKbgTxxn9/IMLoyV0u0KUN69b1oPXn/SGB1FA9QH/hIUrKn7Og9UDU7L/J14HoNJIwymjpLbkszcthDz20KR/XoOxqMmeoNMmu/tI707PjJDGLJnCFvn9JN/PgUdmTkEWOOpZa2nltc2JlE3voK6uK9zl/ObeAoGyfQmTBkz5I7X87/XfoHyge0kzTpFTluCdY/I917ia6ZuLsxpTJ32nOJeewFTKWLf2s6LpRWcdeV84DOf+P0JIcRMJAAU4iZyOp0YSjHknz7b5w8ESbhoBm9CQnw8Q/7ARccHMAwDZ1ycdUxCwgzXDFz2mgCb1lZQWbbGfq21JhwK8cVPP/KxZwCdP/83dKT8y8W0hi63n4XHM+wWarktyZhKs0h38493hklf+I8MxKVgnCqwA6ruHD/1o0/gijdYyjdY0OfGVLNx6EuD3aTBWPpTZ9nnTt3jFx1yXDKmeP/0Yw2sAC69IxUuCs4NrOBtQd85gouqiJ31A+qHnmBFzNP4sgPT+gbrol0sXLuN2t0l/JfdvfYew4nZxe5Ih5OL8k7sPYTaMLgvYzbBxz/7gc9cMn+FEFciAaAQN1GUw4E7K5uzzU3TSrScbW5iyfwFM55T4M7l1Nkz094709xEblY2DocVzBTkuDnb3DQtoDvTfJ4Cd+7lxxIVRVTU5B8JWmsCodC0ZcQDbUHqfCMUu2KpyHPa77d1voGvZy+u9A3kZd1rv29W77MKQKekYpqmNSuptT3D2bSoD6WgvcAqijzaej8Zg4Ms97ZFZs0M7h0+zhHlwFvYT9U2iGtfwGlXFnszv0zb6CYeTPjfMG7QlTPEwgZrrDOFPs7gMIaOt/f92UHgDLOtGm13JzEie/8MrXAOzxwIW71+reAtS73Cu6P/m57wclw5R+nZfI4lvha6c4boKAqwMO4Eq4wMTKWsmT+gLW02rXccpb0ggAE0Le4jtzXZHpsCu35ifFkFiekZl/09CiHE1ZAAUIibbH3ZGp577RXcWdkUuHM5dKyW/sEB1pSUAvDm7l0MDA3x2AMPArCmpJQDNUfZ/s7blBWX0OJp52jdMR5/8GH7mutWl/EvP/8PdlcfYMn8BZw88z5nm5v52u/+3kce54G2IE/u6cJQ8FLjIE9tzKQiz0lb5xvsOfw4SjloPP9DNpY9S17WvXbrt4lsVuPRz8PYKMTGMjxwho7MAeZv+DPCPaO0+fYSvmsDycnb6NqzB+OZvwLDwDBNUsrWo8d2AAbewn7ai0p5Z+A/Q8gaVzCqnNTxf8dbOEhvRoDZ3Zef5Zy6L2+CnRk8JQh0Ds+yZ/5a5/QzHD9O/OAs3C1JMy7N92QE8BYOApAcawXhbaFNtIU24cvexfjcbwJW8OtKr8S9Lonwu79CR77j2GPfYP7qUQJNu+gMryY8ZxZNWb/G1ZFIxp2fYXR0FLOuBrW8BEO6gQghrgEJAIW4yYoXLyE4HOSd/fsYCvjJSs/gi488TmqyFaQM+v30D07WBExLSeFLjzzG9nfe5mDNeyQlJPDAlq0sXzQ5g1iQm8tnHnqYt/bu4e29e0hLTeWzDz1Mfo77I4+zzjeCocDUYCio941QkefE17MXpRxobZUy8fVUkZd177TWbxgGjI3i+Mo3MAyDZKeTpGAQ0zTJywKWTQavBzZupLb9fRY015K4toLMu3+fpacGOHHmb9EY5Op/Ji9qMW2hTZEOGvXkZX+Sto6XGXaGLzv+9EhgGEgcmz4LODnHZpt4X6MJxo9TV+Fl2eEscluSZ9xLOeIMRd7VoDV5UbtoC2264vNUZeu4MBLmyNK7SC1ey5Is57TZU5Y9jGEYzHI6CQWDH7kQtBBCzEQCQCFuAWtLV7O2dOZ6b4/e/8Al783JL+APvvTEFa+5fNFili9afE3GB1DsiuWlxkE7CFzhigXAlb6BxvM/tINAV7pVtHhq6zdMc1ors7H9uwkdPgjLS6h2l3K85TWyHEeIS1zHnu2aJ6teIKwMzOfOoRYuoU0P2p0yJmrvAdzl/Cba76DNHybZ9U3G7/TBT05NduWI3G+iZmCGN8Heb2i9P7VA9PSAcOLncJS1bzEqZEQSR9S06ysg/sH/hDN2H8HBHQQG3+Eu51u8G/w+baFNZDmO2GMHB8N7Xyb8k1NowyDVNKlOWUv1ni4+O+cwevgAea6NbFn2MGb1PsyGWsbK1kLJ1WX+CiHE1ZIAUAhxVSrynDy1MZN63wgrpuwBzMu6l41lz+LrqcKVXmnPYhnl6+Hb30U31E5bugxXVzH61J+iFaiXn+PwnZtJX/h39GsHg90/Yn33Z+3SL6YyMBpq6Vx8B071IzuQSjRaSTJaMbWD3JZ4MjyJvJfZRM+jPyLG92Ny3nwWE4URCQGtzGDozvHjKRi6ZKl4PDpMZ54f51A06d3x0wJCR8iq69dXlIlq0HZG8ETusPfux/Es/RJHq0/zCW8Krg4nvuwg83J/RZbjCCFi7cDVUGG7o4kyrfqGy32n8BQMEN3zTUztwBf4N6pr3mLVL4+jDUXg5eeIevKvZQZQCHFNSQAohLhqFXnOackfE/Ky7p2+fBlhlK+HSOA3kRAy3FxL9JRyLht6XuP4AsMOkjpz/DgaJ4tAt48Y3HPIw9t8itE5h0h0tJMXvQ/F9L65i4638E7a31O39vfxBrNZ7jvFiGMWiwdrSXcc5/yiC3QUDuJuTiJ61NqnNzGDFz3uIP98ij3uiZlBhSKj08mintU0Zh9lfGsyc06nMuafiy82n7fnbsS99k6MltdY2X6eDTutLOWFDQq1rQZPYRWKMN2hpeS0JHPHyEIScxZhmkcwI9+vIXMxWY6ddoCotSLh5C5MlY5hWr2Hwz/7NwxTy/4/IcQ1IwGgEOK6m5oQEmNaXXvNSKbthZxODGWS3ZSMqyOec/lxvHp3Ec4WJ91qLp9581lMpfi81uyNHqKjEBRhNAYZviWYatgOJnNP/zuZ8VGc9Y0w6ojhMydfjZSWSaZpUR/ZTUlUvlU0pW7iZPePi2sUTkjrdjL7xXEGtiahlI6UqOlhju5BaU180XlOxv4lizutMjQTNf8yvIl2YsiK9nY27IxCG7WYZg3PLHmQDH2Ormw/+Y7j5FabxBTE017gx1AmXTl+FjZkRDKVQZ8/Yz2/b39XgkAhxDUhAaAQ4rqblhACdobtiRIfHUWDZDcls+GtQsIKFjY0sndrCx0b+snYM3U5WDOnMRWXN55xh0l02MBLCov0sF1nLxRlsvwnr7AsssRq1c+b3P83sRfQ0BN7/yL7A7l8Y3SFFVy6OhJATz9/jbcW9ZNa+rcl0+0eYtHx9EjACeGoMOt+XQhqcg+iYWK3tevd8Atym1LY8FaLtUTdWMQbm8cZnHtqhgdo9U3WDbX2jKoQQnwcEgAKIa47OyFk4jUKrazECqUcuDriMSMdPKxgy4mncAhfZDl4omZebkuynYhhollIB3UVq4kd+jVdOf7JzhuRQHNiNm+iyLLWyirMPKWTB0SKOU95b2qm70Rxal92AKW0nUAycX2tINMbz7EKL1Xbmpjds46e8XE21F76HKzvaNKV7UdpB64O55QOKIrlI2s4wEkyvYnTAk2UuiSRRgghPg4JAIUQ191EQoj51nb0of1gOFBmGHf+Q6QdbyYuvxCj4YAd9HTl+DFUmD5zPtU5aSxMjyE83kVa4/lp3TnCShGNmyOblhA9+g7A5NLplAzfxrwk3sx+lBUxT7N3axPL3nOR0ufE0JNt9CbKwsDkrJ83fxB/0hjdOX4OuUsBTVF+C+7WpMlMYa3oyrE6s3gK/bQtyyHz9WE0XVPGAD2L5xAVnUlj7ygXzNmkq/BFnUIgNTmW+88/gT+9A0O3T2ZQr1mHseU+Wf4VQlwzEgAKIW4Io3w9Rvl69OH9OE42MO5wkPDsf5BgGGB6OVgcQ6rZbmXqFv7/2fvz8KiuK9H7/+5Tmmc0VEkqjcyzkAxCCAQGY3A8O4nHTuIkN+kknZv4uju3O+nf63Yc37ft27/uTjvpJJ2hk05n8JQ4xgMxNgaDGMRgCSQEYpSEVCVKA2iqQlOd/f5xSkcSiMFYgBPW53l4bFWdU7XP1hOyvPdea/WQcnIZD7630Woh5zV5fvbdPKxPhLZrlZWFqzUvOybTciaFlTEb8eb5xxR7Hg4oN01ZTJJhlY5pye9GKezkkeFVtvH+vX7mafscH4NwbPDj1M96gqyTifaK4ZGSWLx5XXYSx5bW+WSmJbK6rtZ+dgVsVHN5uPo1SgyDJR6TV+P/Ds/0N9hKA64Wa1t77ps7wDCIDRXOVoMDRC0qYaiw2OqkIoQQE0QCQCHENeUoKSNm1Vq6v/sM2lAo08RUkGw2s6/UC1gBU+nQTLSxN/S+Ijo4wFNljzO/9RAR4S1MMpupchayK6MIhqDj8N+wsruamIIMtuf9N5kNiTi9sZzOS2POsvkcb6yyarcA3rxuytfW4/TG4cvsRQGJngy63C1owOWNozWzdyT4A5KjHGQl305nxkbK2UKaN462zF6mPfATUv54M7EHd1HpXEBzxkrI28xvw3OZfURzVqfy9uQVFLQetLayTRNtKD7uSOA/4/8XLflfpCW/iwU7Mu3ta20oGOgn7EuP2YWghRBiIkkAKIS4poIV5Rzd+T6e3noKTG2vtvkyrG1UrRVm9GoGZuYS+84ee3vUkzHEnswivHldrIr5v3RrB6lqE9mBHNyNifzV1tBqYWUrCV97mtrFO9nnWw/44MSjuF2P0eXbxHDurzevG29eD8Mn/kYHey153YycArSun5L7GYzO9wicfp1AnoE3r5s5076BuyGB9N+9SVAZLDm4EW6G1Bn/gjnVweFpQTYFnsMTLCLVUYNxWNvJIB3ZJnNz7+I93wqyw7bamb/D75/oaqD3O88SX7yE6betuIa/ISHEjUACQCHENTNcDmaSMkjVJgcWtBIetM78teR1k1FvFVLemDKfimVNxN/WSJonhjZ3gCkLe7kvPIHMwVq620Y6a9yXe5Cso2lW8BdqO5fSZBCflYdVqtmqL9ixrZ6i3kdpSOvm4LS1rDnjJeHAOk6mNuDN60JrK9cCILMhkYzWXE7mzMbBIHEnY3jjoEZP3cKMcOu7lXIQDJ61M5wdplW4+vazB9jN2PF5wu8hc3IP26JGnic+6xRJ+3dSuMNNZG48ntyRVcmhMM2czbutDOidr1M7+BSz7lh13X5vQog/PxIACiGuGV1daRdADgKZTXHULvThzeu2ijq/nUtQKWbojTwftZbu3E6ac3twN8Ry8+vtREf9E6eLs3mboN16bkH+Ssykeqvsi7K2lNW8QlypU6g78UNM7WD+njTmVDVicpJZaDpne5h38DVMpcjVeZSvrbdXADMbEinbkEdQKaZWWSVZgsrgJl3NvvpseubE4snzQ6jtnZqfAOteRqMwtElS8TIY2GCPb3FXFsm7/omzAx3scZnsK/UBQSK3xXHv699msjJw1OXbY/DmdbPsrTxMsOZJGfRVVYIEgEKICSQBoBDimlHzizDWvUwQhQNNUkcMZRvyQytf8ZjKSuwIKsg9uZc307/AnJOtlG1qBI6hOcakXbDma0+zK7GZluBCDm0yWDnc+k1rOorKSKuuxE0Rrsm/xLPh98yparRqAqIxUSxq2W/XF7TKuMSFAkCDnPa8kZI0oe1fh7YSMOY3N2M05/P+A9Nxr/0E7oYE2tetYxLD/YRh3+kZBHJ+SoZjL4u7spj0/d+hgSigjHx+syqXgzlO7jy+J9SizgzVKYwPBcKJuBsT7TlzaJOowqJr/asSQvyZu1DtUyGEmHBGyTLCnnyWgdypVkIEVsatsyWe1sweuyyLQ8NQ1vvMj/yZVdtv1GdoFKd2HWNns59dzQE69+4lqAw7uEupLCf4+u8JPv0tdHU0U7rmYoYKsgwHgXsyCqzgzzBQGlozezG1VQ0wofSTGFrbn2m9Gho/GlMZRDfPonqjIvj0t0iq3hV6z1op7Nz7PruaA+xs9tNbdcLuMDI8dldLHPMjf8ZgViUOra2SNlrRltkDGDi9sVYSSGi83YVLmXPX6qv6exFC3HhkBVAIcc3FZ2Uw1HgUDAPDNEkfnE60fwDota9RSmNqh1UTsG7kXoUm3reFW5LO0JL/a3rdn8BxeKR3sAaUaf0crHyVExm9lKDtbh/liz/OsbJHOLqiiOmV73D6bJAhbwazm5s4bWTTnxbEeODTnOrwU+OcSZihmLLrN+Qca7BX7PZF7cNZdcz+TsDesu11H2NlzP/F1AbdficK15ixDxeBVurcsi6K6a3zyHVMRZnHQCmU1qTNnXmVfgtCiBuZBIBCiGtmpCeww3ph6nQ4Ukfi4U4STXOky0eodZs3r5v+wmzeT40ktXKAs2cMZnacIPNkAlmNiWxdU0/LtN/zXsrfk1/dRu7h3XburkObzArsICLsDOVrtV225VhRJrflxjPTE0lw13YSgZWAxoGiBVO9iqk17ieeocldxIHG12mNW0fDlCRc3hiGwkyKWtsJRgdx6JHgzgBqli4kYtp/ojVkNcYxp8plB551KZPxrJxFfP5eAt1BnJ44OwPaVJr8uklkNQLGCesDQ1kp/b/6T8ImT0MVL71WvyYhxA1AtoCFEFdN06n17D3wTZpOrQdG9wQOWv8MBkd6BCtlB3+GVrSGysJE9v6A48mvUHHLOjpc/jFBk6slDjCYtLCL/Jm5Y7ZOATJOJrD87Ty0hv2lXppze2k4tZUnt7Ti2b4bQtvQgN21wwgFXp4de3hySyuNp7ZgagcteZ20ZvYyp8rF9NoU5lS58KYaI1u8hkG68gIGKnSu0FQ6tDWsaHZG057yjwS6NwLgy+wNPYfVai510k1j5sJ6EA2GA1090lfu3DkVQogrIQGgEOKqaDq1ni27H+Jw/Y/Zsvshmk6tt3oCm6a1AmiaGDeVgGmdxUNragt9HJnbTm2hD1dLLBn1iWgUWltZvymxLVYruFEt48DkDMV05GhUqK6gwtqSHR0oasBQJqeGFmIoODXoAK3HnNGDUPCoNS0DBoaClqFFGCqIRo0EdaHPNWPPWN+lNJgmYYWlWF2FrXOFw23rHFozad4gSjms90MlZzy5XXhzuihfW8/Rgjlj5gKwg2U1v/CCcyqEEFdCtoCFEB/ajqYA+319FLiiKM2OAcDXvtUuhaKUA197Odklz6CefBbHwRqCs+ehipdyOGUK7a+9xiTjKB1pjShl2m3aZtSkUb62Hk+en8z6WGbuMawWbFpRW+hjf1YOfYMpbDrQydnckbqBwXDN7EonOrS6NhRm5fNW938BT3AlpobI4ICViKLHhoAK0ErRH+jD1OAJrmRT4DnuzFjPUNh+K/gLjaFhVif1M0/jbIknorCM9jlfpLqikfywPwI9Yz635kwu0ZOCaAzcjXFjWtHVz+ykumkffnchGkXq3XczMzUSDuwb0wpu3DlNv33c+RdCiIuRAFAI8aHsaArw5JZWDAWv1HXz1AonpdkxuFKXU3fih3bA4kotA0ZawQUCAUzTpL5zgDWeSoJKMbMpl+bc7lGrbDDp1Cwq3NGkNmYSVIfs0i3KKCQt7I+Y2kF2+Bbazn6V7txOvHk9aB1kIOp2FuzYi1Ywp8pF3II1JGQZTAvuwhG7hpeap/BkqNSLgQ71A7GCP6U1b8dOA2CVcwez4mop6VrGpKpTdlC5r3Qhntz9KOXAm9fNiuJ7OXDsdeZH/gxTO3B6Xfb2blAZJJ50sNf9BdyObSxoTcFUvaPO/yVR1thIUDXh0CbvdN7G7DtvwShdPqYV3HhzeqH5F0KIi5EAUAjxoez39WEoMDUYCqp9fZRmx5Cdfjsril/A116OK7WM7PTbx71/vu+QnU0bVIrwyBwM3Yk2FIapOe2qIye8i8Ppf8PqutpQJq6mN8ePqa2OGxn1SeR0HiNxsVUf8A+Ns4ns8DBvODPYUPTt3UhPpI8p9S+QfPpe6qNXnddb+IyRRUpkNm/HTkNr+JuqZ4nIfYOWfD+t210kGU6UaZWIqe9IZVPgOe7LPciC/JW4GxJYsuE/aU1NoiW/E1+GP9Tazcoc9mYMMT/yZ2itaHPGM1Pnh54RImMKCaoGu/DzvNY64GPnzdV4c/rG3tPjzr8QQlyMBIBCiA+lwBXFK3XddhAy3xVlv5edfvsFA79h7qXFBDf9we4Qkvng36EPH6R76/M0Znhoye8CIDD5fX7AalZ3PE+bO4DH2YkBZNQnsvztXEzlw9j9O4yH/55mZrHfWcm9hzdYwaVp0poZIKM+NrT1up9/0Pt5/pZc9i5xMj/yv+kOBZONEV9hau0rPLKp0VrBC3XpaHMHmFGj7WC12jmLpqEi9vTdzh0NRwk+/S2mKcVMncvWNSYt+V2Ur23A6Y1lY8rDBCbvBazyNgAd0yNJnbQQY82dpAPBp79lz4G7dNEF5+vcOb3Y/AshxIVIACiE+FBKs2N4aoWTal8f86/gDJpRsgyeeAajpgo1z0p2MF/6FbEK5pxycdoZwJvXTZihGJrVTpXpQxEErFwJV0ssQawOIlrBtBM/J2v67ezKWmmv8HkzhkjN+xcW7HCPSeIobH0fY6oHUxsYKoipDVIGfsSCNjemSrGvc7bEs2+Jhx/c/D/IbAmj2jmLXVlFZIdtJq2vCv/GHiIJdQ9RGmdLHC353XjzuvDk9RIWcZqoPiuzN7MhgbIN+WjVj9bbYc2d582BUbLsms2/EOLGJAGgEOJDK82O+VCBh1GyDEJBT/An37OLIGul7TZthdM+y/MHOkmP+SUZ9Ym4WmJpzexl0KFxYGXvKg1nB6tZFbOBTYHn8OaBOcXDqeAiVOA5nJO3MqPmmB0EtmX2WD18lZWZaygTjaI1s4cZNan2dRGFZQSSb6EmO0Br3h5OBTPJZjOrYh4j82gSUftyR55FK4JhJgt2ZOLL8NOS30Vl5wIennszvhPvjckkBjDffgOjZNmYObjW8y+EuPFIACiE+GiJjLLLoCitSEotZEXxv3Lgj9V89mAFfY7bWF7TYmcJe3K77GLLWmkcgwqlHNyZvp5A9wZM7WB142v0N95J1spPUf/oCwxUbqM1swdvXrddOHqYQuPN67b7E0cUlTE15zOEbX6ZqbG/pznXz2z1a3odqyDowOmNGVlVBE6n+a0C0KHxbZ6XwWeD6wicLWHFx17gbN+rGDWH7O/Tu7ZjVmz7QKt+QgjxYUkAKIT4aOnvs4rkhYrlZSSW0rHvKKt/9+aYQGs4S7gtOBc3TaHkEGhzB9A6CGgy6pOYcjgJd2MipqrFqKvlzNc+ydulLzJcBjUywknykT5c3jh8mb2cnh5F/0Ar3rxevHndrImYQ/Dpb+FWkK3zqS304Rh00D0tSL0zGDobqOzkFE/kTJJVk7USCKwMBavGwTc5kxFN9gM/Yajum+jdO0KFng10TdUVr/4JIcSVkABQCHHNmBXbMGuqGCheAoXF416j5hfBupftrhhqXiFDm783KvjTGCi7ht/2qTM4lFDIopb9HHYn0TVnIf0RJUQeOMbyt30Ml3o2NGhD0bl7G/3LvkoYffRHlOA6tInlGw7aK3bvJ82lp2gNTb6tqOgleN/eSqIK3a+0vbpnHOik+5N/z8k5Pt5sHmSGp5M9GQWcdgYoaG4KZf9qu2i1qTRDVTvgtscw1txJcNf2Mc8ohBDXkgSAQohrYqQPsIH/1ZcIe/LZcfvbDidE6FFJIfG9sXYQZWhF6y15nGndQ2umn/n8lLKD+QSVYuqZRp6a9Dh7sov4X0c323X4IHRG0NQ0Je4i/8BO+hvvZEdaOEmt2QTVQRxaEVQweCyPfzIKKWnWlLa9DdGbMLTrvNXHoFL01gQ56ivjyQPftb+/PLue8rUKpzeWSc5FON9tsO+N74kZ2e4d9Yyy/SuEuNYkABTiOgr0neX1d97m4LGjAMyeOo27b11LdNSFS3lordm4rZzd+6s429dHdkYm9665DVdamn3Nj3/zK+qbTo65b/6s2Txyz31X50Euw0gfYNPubzteAAgjSSHDQWOUYW3X9sxMwVy9iiOTduDxeQFYsCMTU2kc2uq5O7/1EN68LiJz38Coy0ejUSgOZ8fTOuvAqE4jtayuq+X52Xfj0GCGsnj3pMygxFPJP5R/NxRAuqxt3yEH9KQzs2HIOmuowZMxREHLQXv71wwlrewr9eLN68LtGiR89icx3t1E4sHTRNWcILj/W1bG74dI+hBCiA9LAkAhrqMXXnuVrp4ePv/AQwC88tZ6Xnx9HZ+9/8EL3rNl10627dnF/XfcRWpyMpt2bOdnL/6Wb3zxy0RGRtrXFRcs4NayFfbP4WHX93/uY7d2R/rbgrU6qKsrUfOLxqyGjQ0aDSbNWI1KKiR/wx/RSQl487ppzewNFVy2grKz7kNMC69A67GtzvdMcxGRv42C7SOlYILKIK+r2RpfaKtYa5jnO2jX+zOVxjHkoC2zh7INqXYbuAMLWglMfp+AkYDjsB5ZnczsBaxyL/n7OkldcxN6msKs+739HOee+bvQ8wshxNUiAaAQ10lreztHTpzgrz7zWXIy3QB84rY7+OGv/ou2jg7SUlLOu0drzfY9u1lZupS5M2YC8MAdd/F/vv9v7DtYy+LCIvva8PBw4uPirs3DjKPp1Hp87VtxpS4nO/12e9vz3P62o7eGWffyyOoY558HJCKS4NPfItNQuE0rISNsyLD/2ZrZiyPvANkEcbVkjqn5V9y2k1fzbiU+3cPMA8ouupwc3jHmumUd7xC/6uM4Dm8InTOEY65JTPPqMdeFBxU54e/BNAfl4bE4vXEMhZk4vXEkt8Ywp8qFNgIEd30L44FP28HfuWf+Lvb8QghxtUgAKMR10uhpJioy0g7+AHLcbqIiI2n0NI8bAJ7u6qTH72da3mT7tbCwMPKzc2j0NI8JAPfV1lJVe4C42FhmTJ7C6qVlY1YIzzU0NMRQMGj/rIdLsSiFUucWS7m4ppY32bL7IZRyUHfih6xc/CLZGXdglC5HLV1BRHQ0wbNnMQwDs6ZqzCofB/ZhlC4HsK5/8llru3h+IXq/tSKoTNPu8asNhTI1hx5KpiVpK+gg7sYkUvuzMXSfnYQx6DDJC3+HrskG5WvjuEk/SMKSj+Pd91NmNIycL+zKDrDk7lvxhR3A996P8GUE8Od34jMSmFGThg6tAKb2Z+FuDODJ7aQl30/qpIXMeaHDHo9W1j8xDNTgAGGjnsNRUmbP1cWef3jelVIYhnH+RF+E1tr+HQohxLkkABTiOun1+4mLiT3v9biYWHr8vePf0+sHID527H3xsbGc6e62fy6cM5dJSUnEx8bia2vjrS2baWlt5QsPPXLB8WzeuYN3t5fbP0eER/C3X/oKMTExHzgAbO/cgVIOtA6ilIOOzp3MmHL/mGuio6MBGChegv/Vl8BwgBkkalEJETGjihqvWmv9AfZ1muSaL6FDQSAq9E/DwdQjaRiDLoLhmtmVTrTRD1i1BE00c/dZXUWsDh29pM6IpfSmtZiOjdSe3EHGyXhacnowb1pNTEwM3vx2agZ8EOo6cu4UJB8dYNmRXLbdBlqbTKsLHxmPMlDatMd5IqeABaOeY7RLPv+oufogtNb4/f4PfJ8Q4sYgAaAQE+yd8q1jAqnx/M9HP2f9yzhx1XDSwkWd87Y+56XiBSNbjOlpTlKSk/n3//o5nlMtuNMzxv3IlUtKKStePPKZWhMcGiIQCFwyANzR5GffqbMsSI+mNDuW1KRStH7ODgJTkpYQCASsoStFdHQ0Z8+etVaoCovHrI4NFRYzFLr23O94ojWbkuWPM893iMWTJ5H5x+ftM4XhlYeZbjhDq29Wxi+AVtjbtpMPJ+PyxtHq7iVlsTWmzIOVzAqVdknuiMGYUUVgUYDUpFLgOTIaEnF5Y4nrjhjTwUNpjTYU804WknjwNCifXbsQbeL92MPsOnGGGtcsKlqzefpwG6XZ5wf8F3v+8+bqA5DVPyHExUgAKMQEK71pIQWzZ1/0mkmJSbS0ttI7zgqNPxAgLnacQAGIi7Ne7+n1kxAXb7/e6/df8B4Atysdh2HQfubMBQPAsLAwwkYlimit8Q8NXXIrcUdTgCe3tGIo+P2hbp5a4aQ0+2OsKH4BX3s5rtQy3K6PYZomAIZh0ND8Go2ed3CmlJGdfjuqeKmdETx83bmqWs5iKKhwF7E7q4jTMxL4y4Xz0TVVaK8HvXdnaPVtuI2c1RpOaeyzfFmNiVa9vwNpOIrjMV0mCfX99jaxVpqE+j5M08Tt+hhrIp5m0obfjW3dxnDXESvITIqfhTZ2Wlu4SsHkaTge+Rzrw2bz6qRuTA2Ggn0tZylxj7+SN97zN51aT2tHObnuW3Emr77gvAghxJWQAFCICRYbE0NszKX7sua6s+jr76fJ6yE7dA7wpNdDX38/ue6sce9JTrS2dY811ONOTwdgKBikvukkH7t51QW/y9feRtA0iY+d+KSQ/b4+DIUd6FT7+ijNjiE7/Xay028/7/qmljfZvOtBlHJw6PgPWFH8wrjXnavAFcUrdd32d813RWFkjyoXs3uksHJtoY+woIPWjB7mTv/fJO9uwX/0AFGnu6xAblQmbmJqAUrvsFZetSIxtcD+zpSTCtMwMEwTDXRnuQiblUND+xujPv+TTNo1kuDheORzGCXLKGgKnDfey9V0ar19hvLQ8R+wcvGLuF0fu+z7hRDiUiQAFOI6caamMn3yZH7/x/V8/DYrAHrlrfXMnDJ1TALIv/zkP1i74mbmzpiJUoqli4rZvHM7KZMmkZqczOadOwgPD2fB7DkAdJw5Q1XtAWZOmUJMdAytHe28uWkjmS4XeVnjB5YfxniB2cWcat865nygr738sgLA0uwYnlrhpNrXx3xXFKXZI0H26MLKxxOrqY0+YH9+Vnctk3YdImZ4G1upMZm48W0qtIVuvR/fPrLdbWchY22xJzb7qL9lErVT2uzPT8g6Reo4RZ0vNt5L8Z0zR6fayyUAFEJMKAkAhbiOHrrrXl7b+Db/+eJvAZg1bTr33Do2UaDtdAd9/f32zysWL2FwcIh1b79lFYLOdPM/HnzYzvB1OBwcb2xgx9499A8OkBSfwIwpU1m9rOwDZ5Jejg8a6KSnLufQ8R/YAY4rdVRG7CXq4ZVmx1zw84cLK0efWo/e/aL9+U5v3EiW7agtWvvzL3K80ShZhrl46Zi+vU5vPHpycMz4jbnjF3W+2Hgv9ryu1OXUnfih/R3po+ZICCEmguroMeWksBDiPBOZRbqjKcB+Xx8FriiW5cbRenojjZ6NOFOW2at/Y+rhmSaOD1EPz6pBGDp/2JBw0c8d/t7hRJoLvT/6fk9et/35l7N6OZ5LPa91BnAbue7VOJNXs62x157DD7KaGBsb+4GzuIUQf/4kABRCjGuiAsDRSSKmhqdXulg9I41AIDAmsSH4k+9hvj7SLcO4+5M4vvi1i372uStoowPN0UGSWbHton13T7/9JnXrfs/Mez5B8po7xv+ece4f7/sut6vH5TyvYRjExMSw8XAbT2z22XNoJdpcXhAoAaAQYjyyBSyEuKrOTRLZd6qP1TPOv+7crh+ju2WM59wOGnVf+TZPdk7BUPBKXfeYIOlSfXcHi4rZdOQYU4qKx31/vPtHB7bD31fiqbzsrh4f5Hn3nTo7bqKNEEJcqYk/ECSEEKMUuKLswMXUsCB9/CQRo2SZtQ169ycva/v33D7BffsqzwuSrqbxsp/PHZOuqbrg/R/keRekR4+Zww+SUSyEEOORFUAhxFV1fpLIhesVXmqlbrRzV9CiFhRhdl67IGm87OcPuop5uc9bmh17xRnFQggxHjkDKIQY19VqJTZ8ri0QCNDofQNf+1ZcqcuvKJni3LN5O5oCV1h2pY2fvvBbvvjQI7hS0y77vvG+71LnDS/GSl4ZmY/Rc3WlhaDlDKAQYjwSAAohxnW1A8DDx1+2C0JrHbzsgtDnBkkT4UoDwIv5oOMcXfx5eD5yM++UAFAIcVXIGUAhxHUxXkHoSxkOkg7X/5gtux+i6dT6azDSD+5Kxnlu8efLmQ8hhLhSEgAKIa6L9NTldrBzbkHoC/lTCZKuZJyuK5gPIYS4UpIEIoS4pnY0+TnQ3sXc1JtZUfzCByqofG6HjI9qkHQl48xOv33MfDQN3sybe9pZnJvETU75q1oIMbHkDKAQYlxX4wzguUWhP0hB42Gju3x89M8AXtk4xyueXeKOvqJxyBlAIcR4ZAtYCHHNjFc773LtaArwo72naRq8mYVzn5mw4A8gvHI3qw7tI7xy94R9Znb67Syc+wxNgzfzo72n2dEUuOx7xyueLYQQE0kCQCHENXNuUejLrdU3vCL26uFuntzS+oGCqUsxK7YR/9yz3NR4nPjnnsWs2DZhn32l477c4tlCCHGl5GCJEOKaKc2O4emVLmo7hpiTEnbZ25rjrRxOVDFkXV2JNgwM00QPd+/4gPX7LuRKx20Xz27tZ3FuIjc5w664DIwQQoxHVgCFENdUaXYsj5VmXLQjyLmudOXwcqj5RSjTxFQKdRndOz6IDzPu0uwY/mpRCmV5CRM2HiGEGCZJIEKIcV2LTiAfZFXrSrt8XI7Tb79J3brfM/OeT5C85o4J/ewPM27pBCKEuFpkC1gI8SehNDvmqvXAHSwqZtORY0wpKp7wz76a4xZCiCslW8BCCCGEEDcYCQCFEDe81tMbmZS0ntbTG6/3UIQQ4pqQLWAhxA2t6dR69td9iYR4xf66nSQlJE5ojUEhhPgokhVAIcQNzde+FXCglAY+uv2FhRBiIkkAKIS4oblSlwNBtFbAR7e/sBBCTCQJAIUQN7Ts9NspmPljunuWUDDzx7L9K4S4IcgZQCHEDa9p6Gb29DnJH5rNvOs9GCGEuAZkBVAIcUPb0RTgu5X9eCLz+W5l/4T2GRZCiI8qCQCFEDe04X69KMPu1yuEEH/uJAAUQtzQhvv1os0J7zMshBAfVRIACiFuaKXZMTxeFIm7/wSPF0VK2zYhxA1BAkAhxA3vJmcYU/tquckpeXFCiBuDBIBCCCGEEDcYCQCFEOPSWl+1zx3+81GhlCIiPAKl1PUeyhgTMVcfpXkWQnx0qI4eU/52EEKcxzRNAgEpifKnLiYmBsOQ/9YXQowlB16EEBcUE2MlREzkylhffz/P/OD7fOurXyMqMnLCPvfD+CiOCT7cuGTlTwhxMRIACiHGdbVWjZRSDAwOoJT6yGy5fhTHBB9uXB+l5xBCfPTIvoAQQgghxA1GAkAhhBBCiBuMBIBCiGsqzOHglqVlhDkc13soto/imOCjOy4hxJ8+yQIWQgghhLjByAqgEEIIIcQNRgJAIYQQQogbjASAQgghhBA3GKkDKISYUIG+s7z+ztscPHYUgNlTp3H3rWuJjoq64D1aazZuK2f3/irO9vWRnZHJvWtuw5WWZl/z49/8ivqmk2Pumz9rNo/cc9+4n7mzci9bd1XQ09uLKzWNO1ffSn52zgXHcOJkI2++uxFfexsJcfEsLymhpPCmMdfU1NXxTvkWOjrPkJI0iTXLVzB3xsxLzsnVGtPe6v38bv0b59339Df+jvAw+etdCHFh8jeEEGJCvfDaq3T19PD5Bx4C4JW31vPi6+v47P0PXvCeLbt2sm3PLu6/4y5Sk5PZtGM7P3vxt3zji18mclQHjOKCBdxatsL++UJBzv5DB3lj4zvcs/Y28tzZ7NpXyS9eeoG//sKXSEpMPO/6052d/OLlFykuWMCDd91Dg6eJdRveIjY6lnkzrQCv0dPM8+te4dblK5gzfQa1Rw7z23V/4Muf+gw5me5LzsvVGBNAZGQk3/jil8fcK8GfEOJSZAtYCDFhWtvbOXLiBJ/42B3kurPIdWfxidvuoO74Mdo6Osa9R2vN9j27WVm6lLkzZpKe5uSBO+5icHCQfQdrx1wbHh5OfFyc/SfqAquK23bvYmHBAooLCnGmpnLX6jUkJiRQUVU57vW7qipJSkjgrtVrcKamUlxQyML5BZTvrrCv2b5nN1Pz81m5ZCnOlFRWLlnK1Nw8tu/ZfVlzczXGBKBgzJzEx8Vd1niEEDc2+c9EIcSEafQ0ExUZOWZFLMftJioykkZPM2kpKefdc7qrkx6/n2l5k+3XwsLCyM/OodHTzOLCIvv1fbW1VNUeIC42lhmTp7B6admYFUKAoWAQz6kWVpQsGfP6tLzJNHqaLzju0d8PMC1/Mnuq9xMMBnE4HDR6PSxbWHzeNdv3XjoAvFpjAhgYGODZH34fU2synS5uLVuBOz39kmMSQtzYJAAUQkyYXr+fuJjY816Pi4mlx987/j29fgDiY8feFx8by5nubvvnwjlzmZSURHxsLL62Nt7aspmW1la+8NAjY+4LBAKYWhMfG3fe5x250Bj8/nG+Pw7TNPGfDZAQF09vb++4Y+zx+8f9zGsxJmdKKvffcReuNCf9A/1s37uH//j1L3ns818kNTn5kuMSQty4JAAUQlzSO+VbeXd7+UWv+Z+Pfs76F3X+exqNGu+N0c55W5/zUvGCQvvf09OcpCQn8+//9XM8p1pwp2dcxuddYgzjXG+9POoNpc65ZtzH/UDf8WHGlON2k+MeWW3Nzcrm+7/4GTve38Pdt679ICMTQtxgJAAUQlxS6U0LKZg9+6LXTEpMoqW1ld5xVsT8gQBxseevDALExVmv9/T6SYiLt1/v9fsveA+A25WOwzBoP3NmTAAYExODoRQ9vWNX1nr9FxlDbCw9vf5zrvdjGAYx0dGhccaN85kXH+PVHtO5DKXIysik/czpS45JCHFjkyQQIcQlxcbE4ExJveif8LAwct1Z9PX30+T12Pee9Hro6+8n15017mcnJ1rbusca6u3XhoJB6ptOXvAeAF97G0HTPG9bNczhwJ2eMebzAI411F/w83LdWeddf7Shnqz0DPusXW6me5xrTlx0jFd7TOfSWtPi8503J0IIcS4JAIUQE8aZmsr0yZP5/R/Xc9Lj4aTHwyt/XM/MKVPHJID8y0/+gwOH6wBQSrF0UTGbd27nwOE6TrW18vKbrxMeHs6C2XMA6Dhzho3bymlu8XK6s5O648f4zauvkOlykZd1fgC1rHgxe/bvY8/+fbS2t/P6xnfo7O6yE0reem8zL77+mn394sIiznR38ca779Da3s6e/fvYu38fZcUl9jVLFxZztP4E71XsoLWjnfcqdnCsoYGli4rP+/7xXI0xbdy2lSMnjtPReQav7xS/W/8G3lYfJaMSZ4QQYjyyBSyEmFAP3XUvr218m/988bcAzJo2nXvOOY/WdrqDvv5+++cVi5cwODjEurffsgpBZ7r5Hw8+bGf4OhwOjjc2sGPvHvoHB0iKT2DGlKmsXlaGYZz/37EFs2YTOBvg3e3b6PH3kp6axmfvf4hJoXp73b29dHZ32dcnJyXxufsf5I1332Fn5fskxMVx161rxtTby83K4uF77uPtrVt4Z+sWkidN4pF77rusGoBXa0xn+/p55a319Pj9REVGkulK50t/8WmyL3NMQogbl+roMfX1HoQQQgghhLh2ZAtYCCGEEOIGIwGgEEIIIcQNRgJAIYQQQogbjASAQgghhBA3GAkAhRBCCCFuMBIACiGEEELcYCQAFEIIIYS4wUgAKIQQQghxg5EAUAghhBDiBiMBoBBCCCHEDUYCQCGEEEKIG4wEgEIIIYQQNxgJAIUQQgghbjASAAohhBBC3GAkABRCCCGEuMFIACiEEEIIcYORAFAIIYQQ4gYjAaAQQgghxA0m7HoPQAjx0WOapv3vSqnrOBLxYWit7X83DPnvfSHECAkAhRDjCgQC13sIYoLExMRc7yEIIT5i5D8JhRDXjFKK2NjYj+yqYmtHO//04x/R2tF+vYcyro/6/Akh/nRIACiEOM/VCjCUUvafjyKtNQODA2O2Tj9KrnT+PqrzLYS4fiQAFEIIIYS4wcgZQCHEn6QdTQH2+/oocEVRmv3RPeP2pzJOIcSNRVYAhRB/cnY0BXhySyuvHu7myS2t7Gj6aCas/KmMUwhx45EAUAjxJ2e/rw9DganBUFDt67veQxrXn8o4hRA3HgkAhRB/cgpcUXZQZWqY74q63kMa15/KOIUQNx45AyjEdbazci9bd1XQ09uLKzWNO1ffSn52zgWvP3GykTff3YivvY2EuHiWl5RQUniT/f7e6v38bv0b59339Df+jvCwP4//yZdmx/DUCifVvj7mf4TP1v2pjFMIceP58/h/AyH+RO0/dJA3Nr7DPWtvI8+dza59lfzipRf46y98iaTExPOuP93ZyS9efpHiggU8eNc9NHiaWLfhLWKjY5k3c6Z9XWRkJN/44pfH3PvnEvwNK82OsQOqplPr8bVvxZW6nOz02y94j1mxDV1diZpfhFGy7Lz3wyt3s+rQPsIrp8KaOz7w/aMNjyk7dTmlCy88JiGEuB7+vP4fQYg/Mdt272JhwQKKCwoBuGv1Go7Un6CiqpLbbl553vW7qipJSkjgrtVrAHCmpuJpaaF8d8WYAFAB8XFx1+QZrremU+vZsvshlHJQd+KHrCh+Ydwg0KzYRvDpb4FhwLqX4YlnxgRxZsU24p97lpuUwnjuWcyExPPev9j9VzImIYS4XuQMoBDXyVAwiOdUC9Py8se8Pi1vMo2e5nHvafQ0My1v8tjr8yfTfKqFYDBovzYwMMCzP/w+//iD7/FfL7+I59SpiX+Ajwhf+1aUcqB1EKUc+NrLx71OV1dawZtpgmGga6rOe18DhtZoGPf9i91/JWMSQojrRQJAIa6TQCCAqTXxsWNX6uJjY+nx9457T6/fT3xs7DnXx2GaJv6zVokRZ0oq999xF5/5xAM8fPe9hIWF8R+//iXtp09fcCxDQ0P09feP+QNWBwnDMCbsz3BHion83Iy0FXagpXWQ3OZ0zJ9+H717+5jriI62gjelwDTRLZ4x1+jT7ShAY62g6o62i97POfcbhoHevR3zp98ntzljzJgy0pZfl/mTDiBCiAuRLWAhrrdz/j9ao1HnvniJ662XrTdy3G5y3G77/dysbL7/i5+x4/093H3r2nE/cvPOHby7fWSVKiI8gr/90leIiYm5KkHEXt8g73v83OSOpSwv4UN91owp9xMZGYnX9x45zenE/uvzBA0HvPoSkf/4XSKW3szA9vfof+G/QRmgTQDMPTvQu7bb1/hPHsIRmnuNZqipjqQY64zh8P1aKVSoTZy5pwJz1P0D29+j/6lvguEgyQxy518/y8msU2S6biYv6+4P9YzlDd2j5iua6Ojoy7pPa43f7/9Q3y2E+PMkAaAQ10lMTAyGUvT0jl3t6/UHiDtnlW9YXGwsPb3+c673YxgGMRcICgylyMrIpP3MhVcAVy4ppax4sf2z1prg0BCBQGBCA0ClFHt9g/ztWycxFLxY08HTK12UZo//vJcr5UgkyfvTMFtOog0DzCAYBn17KhgqLGZo9060oVCmORIwm6ANZV/TMTkMV6OyA/CO/DBiA9aq6sj9etT9538Ho747bkcTc9MzUQWRBJKvvAD0jiY/T2z22fP1T7flsNAVfln9ij+qPY2FENefBIBCXCdhDgfu9AyONdQzd8ZIAsexhnpmT5s+7j257iwOHTs65rWjDfVkpWfgcDjGvUdrTYvPhyst7cJjCQsjbFSWsNYa/9AQWusJDSIMw+B9j39MceR9LWcpcV/eitZ4xiRnmNbqnlagTJPjnfX0PPUs8dE+8kyNqTSGtgJaU2kME5i7ANM0abtjFu2d75NxMp6WnB70HbeSFfo85hWiXn1pnPtNThw8QfcL/0Rc4mHyR28xV2wjaBjw6kvoiySMXEpVy9kx81Xp9XOTMxFzeGxCCHEFJAAU4jpaVryYl15fhzs9g1x3Frv2VdHZ3cXiwiIA3npvM109PTx4l7WFuLiwiB2Ve3nj3XcoLiik0dPM3v37eOju++zP3LhtKzmZblKSk+nv72f73j14W33cs2b87d+r4WL9b29yx/JiTceEFEc2K7YR/M3PR87lETrDp+Hk5E7yNu8mqBQOraktbCVsSNGa2YtG4fLGEpw9g+S8brKBE75qzhaf4kCxlTAT46uhcJb1PZ68bk7el0jisWO0Zlortvl1KWQ1JpB1ZC+Ow9bngxOttXWGUFkrjihF8Lc/B7iiILDAFcUrdd32fBVlfrjVUiGEAAkAhbiuCmbNJnA2wLvbt9Hj7yU9NY3P3v8Qk0I1ALt7e+ns7rKvT05K4nP3P8gb777Dzsr3SYiL465b14wpAXO2r59X3lpPj99PVGQkma50vvQXnyY7033e918Nw/1vDQWv1HXz1ArnmCCwLC+Bp1e62Ndydkxx5EvV8ju3Bp+98qcUaG1v3Sqs1bm4rghMpXFoCCpF2JCiqtSHIkjb0FzS8g4APti9mRXFL9DqH2JGQwJObxytmb0cmTJkj2vL7ocw0xwYTivTWmPg9MbZwaWpNBkn4+wVQhONoUMrkVrDiWPWWJ94xrr/ErUER89FafbtdjHpBRnRlOUlEAhIT2EhxIejOnpMOSQihBjjwyQP/GjvaV493G1vWd43I4EvL0wGrC3gmJgYKwN61Bbm6Lp5WgfPq5t37jav44ln0NWVmK//3tpuBXrj+4nvibSDsAOFrcytchIEHEDN0oW8PG0AX3Ah6Y49zIx4HkNZmboz8r9M/bY47n39Lfv+V++6jfu//P9j74FvcujEj1EEMbWD5qEyesxsFu9V3HFgPyZWOYXh7xu+/2BRK3mn8olpCYDWYBioRUvQu7aPeY5zg8CLzcWF5u9SYmNjJSNYCDGGlIERQkyoK+l/e6m6eePW4IuMssuyKGBfqZfytQ0cndvOe/fO5qWC1bw5twAHYCrFvO17cTU4aRpayangIgxlhYZaB3GlllHijyaowNCKoIKSgLUy6Updbgd/hgpybPA+HMdvGRP8vTm3gJcKVvPevbM5Ored8rWN1CxqoaEs0gr+hreoNZesJSg1BIUQ14IEgEKICTXc//a+GQljtn+bTq1nT83f0dD82nn3uFKXj6mb50otG/O+ml9kB02YJi1d2zFf+pW9/Vtb6MOT14s3r4vdaUs4cyibsOO3MDCYTlApjNA27eqO58kO22wFgTH/wUDsZ3FN/iXZ6bfTlm3i0FZZHYeGtixru7dp8GYCyT9Fx38WT/R/0DS0kttP/4e10oe13RwZHCLs+C2cOZTNuykPU+FeAEB7pxXgDSfSnIptGPMcal7hB54LIYSYCHIGUAgx4Ub36YWx25qHjv+AlYtfxO36mP1+dvrtrCh+AV97Oa7UsvPOABoly+CJZ+iueIVK4yVc3nbSVAqGBlOBY8hAYZJRn8TyTccIqhPcd3gDL8y52z6jZ2grAWR5ws8xM+7l+dpSSjxRxPlqObgqgfbOA2O+s72zloNvvEvzpp00uWZT4X6Mp1Y4mZ3wDH2nD2LU5tufGx7eyj+Uf5egMnAcNvmtkYs51YHLGzNyLlBpOjv2c2RtD0XmAySUfHzcM4CXmgshhJgIEgAKIa66c7c1T7WXjwkAwQp8Rgc7wV/+BHPLRkhMxPHgoxglyzgW9wZqs0FMd3goqAJDQ1soM9fVEhNKzDAxlcHcBNhxRy8pJ8/SmtmLN6+bKKOTM0FNiaeSf9g6HLRtIGpa/phgberBINnrvs1kZXDf4Q18Z/njVPtuJvvsZrx53ZSvrbcTRlJPF2CqDhzaJKgMnC1xdEwL0prZy4yaNPtz47rCacs0OLY6koVzreBv6B+fQNfsQ81bQNjfPz3uXAghxESTLWAhxFV37rZm+iW2NYO//Im1xetrgSN1BJ/+FmbFNnKaM1j2Vi6ZJ63uIcezw9i6phFvXjdaK2pdeaEVPwNDmxSsXkLCyvvYV+rFk9sNQGXPrbT5h5jnO2gFf9pEGwZBI21UUKkwjVS0YdhB3TzfISIcCjN6JQCe3G72lXrpLFjB/NsewggFnQ5tsiN1DScHV+DJ7aF8bT3enB4AMk4msOytXHKa04FQ8Lf9PejuRG9/j6F/fOIq/QaEEGIsWQEUQlx1w9uarR3byHWvxpm8GtM0zyvtMszcWzHmfg0cX/9N4mJy0YbCMK3SLo2xM+jIf99O0NiQ8SAHyhL5+NBx3AsjOBn3Bq5Jy2mP+AoE3sMbXEpV/9ehKcCgczb3Hd5gBYumyeCq23nKuZT5rQepds7mkbmJqMN77KCuxjmLitoupid/hdh+P5mO7XiDS0kZWEhlyhvkfO2TNO8d4A/hU6hwF5E92EVO+Baac/2hkjHg0ApTKSLqGtk86UGKq1oIZ6S7nz6w71r9SoQQNzgJAIUQ10R2+u3kZt45UsZkdGmXdS+jH/g09PdZweDCEswTIx1PFNCU2gA0UGbmWytzpskRVwb+wRWA4tigVQw7OGUjzTkp1PqeQ9U7qDvxQ/qi/4N3A18BYHFzpR3kfWf543x88DgFq5cwu2QZC12/5uDxgyycksfsRR/HTI2kZuNOO6gr8VRSUlPHzknLeDPr62SHbWb+2S9zuN5BnQ6SeOtjBE9uJDvYRdPQSqr7v4DbsY3daXOYoY/ZK46Vxkt4fd2cSs8l50SSVbwaUHMXAOfXPBRCiIkmdQCFEOf5MHUAL2Z0HbvB//g3u47fcDbvmDp/hw9ibn2XTjzUFDRY27xArnceSx0PsT+xn4NR30HjQBGkuv8LzI/8mf2zdcLFRCkHCalf4HvHv8qn97/MwwdfI4jCgeapssdZcadiErtwOGKoPfrPaK1QSrOi+AUAquo38WrjHNyNifzD1u+Gyk1rvlP2OMEpG5kd+TyM+j6r6uDIeIZXJ1M7/p45ZyLxpBzg6KTfoUI9hZe8k0uGL5WIBcsI+/unx615OBwESh1AIcREkRVAIcR1oeYXwbqXR+riDffQNRSnNn+f4OceJfvRF2k+9B28R//ZLqf3Rspijk39FPPD/y+q3gHaquc3J3YnDJ0f/GXUx1J0PMh8x5tkHnwNDTjQmCg+r7ew48Qv8IWCtsyGRJzeWFozA+xJ+AWB7g2Ag1UxQZZ477XGHQrcHm3dTvfkyUTscNHmDuDJ7Qx9r3XWcWHSLvrPOuxi06mLunhn8G/ZdvhVVvGyPQ87b21kRfH/BcB34JtMrRgg9txagbIKKISYYBIACiGui+HSLrqmCiIiMV/6FdpQKFNzOG4nnt1/ZE3E08w/mUQrD1GXuh9P6AxfxIbN3KzPkhEbS0u+H62DDEXdjKO3FndjEmmeGKIWrsY0B8jfcAhT7SFW77GKRodq8hlo2tPeZzhoy6hPpOztPEylmVGjeCXYgznZESoYrYg1vGPGn9HfRO4vd2OqNGbUQOPn7uak91Vc3nh8mT3Uz11OJDV24otxMIW4ih+Q6ZzNprznmBr+BzLiwrhDryDihY1UGi/Rku+n24ilzMy/aK1AIYT4sCQAFEJcN0bJMnt1S82YzanN37eCv9xO3I1JTHrrdwwpg1XapLzs76jKKmJxcyVPln8XUymydT6770viP+M+TlP3Su5oieLB9zZagWTNftpnTT6vP+/o4tFHnK2AiakNXC2xY8rAOL1xeKYEQyPVHMyvo+xIvj32Nl1HhkoIdQ5RJLwfTVl1PqaC6TWpbA4swpP3HCuS32DBqSFmv7iO2aGSMk/xOJuzvsdzkceZ9KNvYyoo0/mUr62nJd9P/aOzmNI1DzWvUM4ACiGuCgkAhRATakdTgP2+PgpcUWOKQV/McNJDWGEp+sh2Cne4iekOt2v6BZXBXf53MSM3srTNDL2u0WgyKxthufU5mS0OO6sXw0CfPjUS/KF4f6GLRVkrOBC5kQNJ1Vh9PwxOB2dQ65rEjBq/HQQ2pkfhHVxBdthWlNJ483o4+GAyc/tXczyxmqZTG3A3JqKV1TlksL0dDOu7g8pgXushPHmZZNftIn1vOiZRoWdR3Nrx30xZPkT8zuaRUjRKM2dvOnCK6AfuRTUkWP2O4bKCwCuZdyHEjUsCQCHEhNnRFODJLa0YCl6p6x7TCu5CRic9TDJNyshHK1AaQNtBoD9tHbMj/UTmxuKos1biFIqsxkSWe97lN66VVIdKuwxvn6b5AuhQQFdb6KMibjXO9mN0xL4PSTr0GSbVA1+mOgPS1j5Bmjeetswetjo/D4OQE74lNFJNTdJmMiJWEVYVg4o1ObCglbn7nAQBp/eYdVUoQ7naOYsVnlco25SPVlbqiAk4tCaYXUl4+yYOJP89q7VpBXlakdQRTdmGfIzEZoIv/crOkGZUIshEzbsQ4sYmAaAQYsLs9/VhKDA1GAqqfX1jegG3dpST677VqgMYWvXTLd6RRBCsmn9KWz12vTk9+BP6qXXlMZDnRxGkJd/PqSkRuI73W0GV0rha4sAFu7KKOPqVbzOj5SC6xYO5ZwfKtNrFDbYt4qtVGzEVZIe2Wz15PTQNrqBpyCru/Gvn07gy9uALLrJfaxpcQVb4VhTa3pZOVAbZOp9D2fEEVY/VQ9hQGItKMTLcvBs7jV3mTJZWvW2vKGql6U4L50DRcby5nSjloNW9h/K19czZm05SRxQGVp1A3q8YkxwT/O3PATBKraXOppY3aWnbgit1Odnpt1903oUQYjzSCUQIMWEKXFF2EGJqmO+KAkZ6Aded+A/e2novvvXftbp7vP579O7tVvZvqEqJAjtoqp/ZQeUSH8dzIkLZvVZCxe+zl4eCP2vlbEfqGoqTtvG1Kf9O/5TtVC3x0DC7F2UO9wEGtCaojFD/YI2zJR6F5tjgfeSEbWZR5D+REaPYd/brZMQoFkX+Ezlhmzk6+HEUGqUcpHliMJXCCG1L9+tJOEKfp0xNbd4hvHdNYdYqk7tS/pXD6Rl2dxGlFb+ZfTOeUPCndRBPzwDNuX5qF54KBX8aQ2saciaNzInWcOIYwae/RbCinIbm19i860EO1/+YLbsfounU+gvOuxBCXIisAAohJkxpdgxPrXBS7etj/qizaOf2Ah6s2mGvcGlD4cnuxJ84SGtGDxqFyxtLa2YvntweDKXpNKeiBjXpceH4jE/ybkYp7WXzmN96iGrnLLx5XawyH6O7zaC2zQQMiDA5udYq6+LLDNA0mMsCj2mfueudWUogeQ0Pn64no+6/aM0M4M37NfnRbqLwQKSD1Q2vkXrmPjw5f8/QzA4GilwYNevsz2gpCKNnTiNOb4zVazipGnZvBiAZB8wI8gP+hsyWMKqds9iVUUR2IIc7M9bT1Reksz+PHLXFbhnn9MbhywjQNDONpoh65u5NJ7EjygpgDQNdXYUn0TdmLn3t5ZTOvX3ceRdCiAuRAFAIMaFKs2POC0BcqcupO/FDO3CJTswD02uVZTGt83GtGT1483oBE7TC5Y2jLTiX97NmjxRU7g8yxXsTk4+coNo5m58W/QUZsWF8Mv3f6G4bLsRM6J8G3rwuWvJ70TrI1sAtHCtLpKD1EP2zCvilYy4l2yv53NY3MVUqM2oU5WtNPLkeADIbYinbkI+p9jFr9z6eKnsctXgpf1g+mXm+Q9Q4Z2HmBJhl/gFvXhcwXFN/uOCyVY/QMfc0P814nMXNlXyx8td4M4IEYjYQhoP5kVbB6JuaD+L0NeDLCNCS34lS0JLvJ7m1m0kd0daZSNPE9DaT25xDzai+yq5QX+Xx5l0IIS5EOoEIIc5zNTqBWGcAtzHlVBax//r8SPcPRrZ8y9fW0zB4K5/edMzO9P3tqlzU1DcxVBB3YxLL3sq1V+CeKnuc2//iNqJ7/5nao/886tsUoEl0PQZmH39onG2f6QO4xbWDnq5tLNtpsvLwQRxah84cduNPGKA1sxenN45pB1JDZV4MNs+cxbFbIqjqKqR5aKXdvi0rbDN3Zqwn0LVhVBeSEXOmfYO2qmJW/ub/tcddvrYRb14npnZgHruDv9jUGNpa1vzg5tVUZ+fwqdYnrAA0lMEM2KumnV/7JI1Zp3CllpGdfvsl5146gQghziUrgEKIa2K4FzB7fkj/8PYvACO191RTCXHBKQTVCbv8i7Mljo5p1vm/NE8M2lA4TBNTGXwpopHs7Bj2Hggw0opN0T40k5qBL3Py6Eo+c/YAHzu0j/3OSnZlFbHatQP32S+jwxWRufE46vJDwRdkNSaGCkGncXJZHIbutYO2yJw3mDTYw6qY/+KQ8UP2dC6juLmSglYPgVmPsin+dtLD9hKnTpITXs7wKmQweJZbeo8QDGUHm0rh9MbgzevBUEGc3jj7O4LKILMljD9mriSlbSmm8lgJJKFwU5kmGA5Smh2k3fbM9fpVCiH+DEgAKIS4psIKF9L/8m/AMKyAxk5+sGrvHR+0SrkMl1PRC+4h0ZWG0fceUQsLUDX77Xp7mSmxdP7bXxOefBySTHtbtGbgy5wcWslnql/modrXMIF7D2/gqbLHmZr1CmfPEqrt183u+5Io0WswD1ajj9SFAi7IacnAeKCEUx1+6qI34nN3289wU/w6Zmxp4eFQazl1eAOHlz9Ohft/kxO2OVQ6xgpIk+p60C06FLxZ445auJpJCfsxo2/GLCzFUVdrP2+NcxamhrbsGGZXjswNEFoBDKLmS3cQIcSHIwGgEOKailh6M/1PPou5v5L9if0Y1T8h42QCLTndbHV/nqahIp4qe5wvRTTiLl3EvLxutux+DqUcVETsJ+WOr6CqWzkV72TKS78iWmlma0XH2gTU4mUMxT5Ixhuaz574V0o8VcBIuYOvd+2kNtqBrk7A6Y2jNbOXgcWxKF0Ir75kn95TAMePYh4/ivuJZzimKsjcNXJPStIAsw++NnIt8IX3fwNAhXslia7H6PI9R2ZDIrkb9mMaCgW0ZkxBJQQ56X2Vzkg/uns/K1YvwTHVaon3buw0KsyZKOC3CctJLdxuz03msq+S2uwgalEJQ4XFmObweUchhPjgJAAUQlxzjpIydmYUsv43b/FklQtTQXJHNCsH2kkNPktfVjWbp3cxL7GHYHvAXtlzNyYR99YOgkoxRR+zCygPl3Xpi80npiGBJ8u/zXiHm6ONDuacKWXSBq+91bsxfgHth9cx6QJjbV+3jr7phawedU9fQTKa04w+VZfhb+Uftn6XF+79O7R5FqUcOL2h9nKmtSHs9BzF9ELZoZG2b772crJLnqEqcRMtx/+GvzqaSFTzfNqNKcw5ODI3R0vmkv6XtxIRE8NQIDDhvxMhxI1FAkAhxDU1sP09hnbv5Ez0VApaD9rn30yUtV2rNEadg3JHF7XBf6Y77DYSQlmvVh0+q5vGcHLE8BZpa0YPQYo5sWknk1E4xgkBq/PbyK/ajjbAMK0evr01QQ739FNygfHWdQzQWzMUSkoBraB3UHNupT0FmCiiDu3n1fg5rIoJ0poZYEaNGlMMenTA6s3rZmPLPLY1/x2pAz8iuyGBso3JmOoAhq7FxEoMCSqDiE3rGWo5yEDxEigsnuhfixDiBiMBoBDimjArthF8+w36d20Hw2CNafLm3AK7P66ViTtqRc8bhye3m4G+RjYNPMd9uQdx5xgYNTvs4O/AglYiT2cSbsTSH/8/2dFWCi5tnSFkOBdY0xs/wL5SL15nNwNnk0gzczFD37nfOYuzjghKvFVorJI0gH3/O5NXoLHOEA4HcoeyN9KVmcOKXUPE9USgsM4NGlif1zxUxCHjhySEvcOx7JNEGafpSj7LnCqXvWrpiJ/PpsDf0tRdyp0x/4Z2gNMbZ3+HGfq84VZ4uYd3Ezy6F/+rL6EWL8VYc+dl9QgWQojxSCcQIcRVN9zv19y1PfSC1eViqtrI1rWNHJvbyvq5BXaXDkMrWjN7UQq8waU0Da0kfUsWcW/uQCvs4O+My8+0k0NkN/aw+ndvondtp8JdxAtz7g51FFEoFPtKvXhyrSQOT24nW9c0UjErhedn383a4+/x8MHXCEIokBu7cnjrifcA+O2qXI7M7aB8bT3evG56J9eyr9Rr9/hVwPOz72Z3VpEVDB6I4WNvniC/OUhWYwIdaX3UFvrsv3Snbvey8v12a0zBZSgFrZm9dgBsAG/OLeDY3Faac7sxlR5pl7d7hzWfFduu4m9NCPHnTFYAhRBXna6uPKffr0ZpxVCYSUteJ57cHg4NaPYmP84nzm6iO72aOlcCDf0PUNX/dRY3V7Kg/HeA1SdYK0Vc5HzUaRemqrFLqBS0HiL+pj4G13p4f+5ccjynOT3UidMbD4A3rxuNoiW/k/aBBXz1vdfscM8BmGgGooaI7A9DhTJvSzxVLPFU8YObV7O/9DV7jVApjcbg1JRIoiNi6SzJJsntY1HHNvZ0LmPe6O1tpcjpWkxaajaovaCtMPOhg69xOGUKu7K+DkDY9Hd4LwyGTsxle+oazCkb6Yk8hbshjqzGhJEVSq2tziA1VSCrgEKIKyABoBDiqlPzi2Ddy3YQaK2aaeZUuehIO0tLfhfxxkmO5XZROeNp+oOadv8QVU1WssP81oNopVChwtFKaxKLl6G7D2DsGWnv5skYwn32y4DBsSSTQGciZRvyMFUKM2pSKV9bz+Epi9jTczf3n9o1psSKDm0rH5t5mrn7XHawNdybeIavhZezn2NF8us4+jaS2ZBE2YZcTNWHofupznmf7oheZmHSEvYcNS6rnM1wgefE4mUkJN1E8J091jNgnRmc33qIXVlFxDm/yZnY/4eAS/F8QhfZYZuZajSF1hfPnVBlzeM8KQcjhLgyEgAKIa46o2QZPPEMHNhHX2MVjqrD9lZngieHlvwassK2kRO+hU2HwRNcyaKmSv6y9SD7nbPtYGq4e0jrLXlsHngCogya18aR5/8EO1Jvxch6GwYdEOrGYWfhaoWpoP/knfwh+ZtooDXzXYy6kQQNT2439TPP4M3r4ozrLPl1k+zC0IZW+DJ6aRpaya9bV5ITtpnPNL2GqdrHnFn05nUDDhYk7qO9+O+pyT9BROXPaHMH8Aw8gVt9jAV3lBL35g47MKx2zqKkuZKZlQepcc2mwl3E4qRtzDQfw9SO0HPEjUokURiTp2E88jk5AyiEuGISAAohrgmjZBlG6XKSqnbjr3zcOsunFQddeSh9EEMF0ThID9tLZkMiT5Z/l6Ay7ALOR7/ybTKPvUlj8nFqktaFPtXEm9eLPy2CXx6fy50H3mdBh4vWTD/evC5aM/3MqEmzk0za1RS+EOrH65ncRfnaeru2nzevm34zlrNDeQRyevDmNZDZMFL772DGIj518v/B6Y1je9oa3kn5NKX6u2POLIJBZkMsqY39tKZtp3nFKXqifWhtBaQe31t4sjTzHlxJvCePn6sVKAX/sNV61vsOb+A7yx/HmbIbM+jAUEFM7aBr6jSMmk60YfVOdnzq86jipdftdymE+NMnvYCFuM52Vu5l664Kenp7caWmcefqW8nPzrng9SdONvLmuxvxtbeREBfP8pISSgpvGnNNTV0d75RvoaPzDClJk1izfAVzZ8y87DFdjV7AAIZhEBMTQ8+mDZj7K1HzCnk3rg3fiUexTuEF2RR4jo/t9nDXkXdC5+cMWlfdC4/MYMvuhxjO7R2tOfo/8FdGhQIpK9hr/FwBWyeF01OZREZLGCmB0yxv2h3KroWtaxppye9Ea3A3WoGeL6OXlnwrWWQ4+PNl9HI8J4ypTUNjevM+P/tujqRMYWn72zim95NWlk9beT0r1x2zt6Tf/eQdtKf8Y2gzefSYrWdwTf4lqX84yuxdb2KEzjG+Nn0Nkz4/G9+JR+3ewiuKX8DdkAAH9l1RIWjpBSyEOJesAApxHe0/dJA3Nr7DPWtvI8+dza59lfzipRf46y98iaTExPOuP93ZyS9efpHiggU8eNc9NHiaWLfhLWKjY5k30wrwGj3NPL/uFW5dvoI502dQe+Qwv133B778qc+Qk+m+1o84LkdJmb2CdSvQlBqJr70cV2oZkwdvpnNoC47DG+zWae7SRVS2v8FwkAhWHoRSUN3/BdoD/Xy2/SU7+NOGQd7BOBICQQ53dNAwKZvlTbtDpVpAK42rJYaW/E7cjQlWYBcq8tye6kcpSGmLtV8jtFI4HPxp4OGDr/HCnLuJ7Y5gZn08qfNX4enZbfcxNhVknvTwUvRzTAv/A9nh76G1QimNFcA6mMRuCm69g2DF63YruLmrSpg995Yxc5Kdfjukg1G6XApBCyEmhASAQlxH23bvYmHBAooLrMP8d61ew5H6E1RUVXLbzSvPu35XVSVJCQnctXoNAM7UVDwtLZTvrrADwO17djM1P5+VS6wAy7kklfqTJ9m+Zzc599x3jZ7sg8lOv90KcoBsgE99DHNqPLqmCjWvEKNkGa5T3dSd+CGmtrZGm4Zu5tig9TyrYh5jMDsJx0Grvp9hmuhd25kElAAl3ip75U8DSit8mb2Adb5Oj0oGSW2Ptcc1fL7PFdoGnlGTZieH6FDhagA8EKyuIPOBT2Nq094Wbp/0BxRFbDr7PbIHNzM1/A/khL9nP4MrtQxjrnU+cvhZZ4fO9Y2eEyGEmGgSAApxnQwFg3hOtbCiZMmY16flTabR0zzuPY2eZqblTR57ff5k9lTvJxgM4nA4aPR6WLaw+Lxrtu/d/aHGu6MpwH5fHwWuKEqzY+zXm06tx9e+FVfq8vMCFrNim1UCJjIK+vvQC24icOIovVveoCXHz/4lsZwxpxFGH85GF26vA09mkEnGUZzeOA5l38YkdxHZoe+Y2vkX9Nec4nh6Er050QCkO/ZgagcteZ2Ur9Vkt+eReTqDiPoWexzDK3/DQeCBBT5a8qyt3qEwE6XVmCLQow2f7/PmdVNb6GNOlQuttFWOBsbcYb5fwcllcZztqg/d48fZv5eTQ1Yw725IIOvUGnyZvYQVxtn3VbiL6Dq0jaw3v0vfu78nPSqbnhkFvBbpI3HgJZyxYUx2zSftzUOknBgiPGcWKjkVNb9IEkGEEFdEAkAhrpNAIICpNfGxcWNej4+N5Yi/d9x7ev1+4mNjz7k+DtM08Z8NkBAXT29v7zjXxNJzkTN9Q0NDDAWD9s86VG6ltaMdrTXvtw7x3cp+DAWv1HXzeFEkNznDaD29kf11XwIc1J34IQUzf4wzeTUA4ZW7iX/uWbt8i1YKc93LDAFhaHJOKnr8xzlQ/DYZ9YksfzuPoIJZoaNyptJk60p+0LKbEzP+ZVTZFSg92B46w/drqvu/gKGCgIE3rwtoIO/9sc833BHEQFFb6KO2+BRg0B+MJel0VOia8c/Itaf5rexeFc+BYh+nnQHy65LJakw87w59/Cg5x6F8bW8oIxiMyEVkBzfzqdYnKNtkbTUbBxXljoNs6X6buIwf0vDecb763sZQYNlKkL2kb/oDxaGi02e7QW2sxlVllafRjaes4tPrXqbzsW8yWDR+azilFM6U1Av+3oUQNy4JAIW43s6JIi60EnWx662XR71xzoH/c1eqzrV55w7e3V5u/xwRHsHffukr/NfvXmZgcIBjUXMhMh8TA7TJSztqqeyrZVLSehLiFUoF0VqxdfcvOdPZCsCqQ/u4KVTqxNp2HemxMdxxI+NkPDWLTuFqsc7bOfRIJ47h0i2FrVU0TjdwemNGlXSxzvB58npw0MehwKeZFvEKDocfpzc2FEiNfeLh70w8HRU6P2gyROQ4HYPHd3YwjOgwjdYQ0xtunwcc+x2MaWPXP+Cm8mwJhdHfI80TP2b8Tm8Mntwuao//kbJW/0iZl1Dqh6kgzS4tAxkn40dtPw9/l6Ju3e/ZdOTYuGMe/j0KIcS5JAAU4jqJiYnBUIqe3rGrfb3+AHHnrOANi4uNpafXf871fiu7NtraEo2LixvnM/0X/EyAlUtKKStebP+stSY4NMRnP3n/eSuAJgYPlM7hJmcBraed7K/bCThQKsjy4kdHrQBOxThnBXC4kPNwINOS04NS4MsYLtcCjlDgNhwQVTkLSVWbaM0MMKNGjarLF8BQQYJEMSfmZ1glWBKI644IbemeH/QqFFmNiczbk86B4lOEqX66ksPIaky8YOCd2hZLZkMC3vwh5u5Kt7aA7UBs7D0aK3CN7Y7A3ZiAN89DUWQFLYFFtLlfY+aB1FFlY/wopZkz5WNUNh1nycGNduAaBBwa2jJHfo8tOT0kd8SMCQINrZl5zyeYcpEVQCGEGI8EgEJcJ2EOB+70DI411I8p0XKsoZ7Z06aPe0+uO4tDx46Oee1oQz1Z6Rk4HFbR4NxMN8ca6scEdEcbTpDrzrrwWMLCCAsb+etAa41/aMjePrw9FZLiA1T7+pg/6gygK/VhkhISx2arDltzB2ZCotWuLCISBvoxCopwnDhK79Y3aMn2c6I0nf7gJ2ie18e7CS4yvGG0ZA6RZBwl90AQ/1Aya2YtI37hIo65/ptytpHmjacts4dd7iKOBe6zzwBmNcba2bxwfvA3HBDqUAeS084A3rxuwobix10xHDa8oge95wR/528bq+mz4MghMk8mkNWYSPnaRmoz9tA09L/5tfNp2la/yBxfA74MPy15XcyZ9g0KZ32Kg753Odl8DEOfocM1DVd0Dj3T57Mn0kfiwMs4Y8PQfzEPX1IdKfVDhGfPxEhJQ80rJFnOAAohroAEgEJcR8uKF/PS6+twp2eQ685i174qOru7WFxYBMBb722mq6eHB++6G4DFhUXsqNzLG+++Q3FBIY2eZvbu38dDd49k9y5dWMyPf/PfvFexg9nTpnPw6BGONTTw5U995kONtTQ7Zkzyx7CLZasaJcvG9Ko1DIOYVWvhkc8zxTSZEnq96dR6fM6tJKcuxz94Mx1btnDTwX8k1aiHI3twPPEMvrg86vI24M3rxtQGscFTAJwKLmK2+vWYLVZtGBiLlnD6bJC6jgEak7J4qPY1O2jTw9u0ed12dq+duZtmrbCmtsWOKfLs9IwtA6OAF+bcTW5nMzNTIki95x4823eTdrQOh8be5m11LrSf/1Tuafonn8JQJuAgGDyLWbGNaT/6NtowUKbJ2TV3kn3nLTSdWs8t7dW4Ur9oz68xx6qjGAgEPlAdQCGEOJcEgEJcRwWzZhM4G+Dd7dvo8feSnprGZ+9/iEmhGoDdvb10dnfZ1ycnJfG5+x/kjXffYWfl+yTExXHXrWvsEjAAuVlZPHzPfby9dQvvbN1C8qRJPHLPfR+ZGoAAwYpyzH3vo+YX4cnrZsvuh1DKSiTZFHiOj1V6rGLKplUI+tSOPbgeWU7diR8CBoYySQ47zKqwx6ju/wKbAs8RdL7LzAONVi1A06Rhdi9bJ4XRU5lMRks/W7OLRwpBa4Uvw48CPLnddkeQ8QpBt2b24sm1XptxIM0OAl+YfTeHk6eQFjzOvvwu0hI30RZ/gnStQ/UI4VDep9HAquivkR2+JXTncC5ykDMUs++dHcxRVr3DoDI4sKkCT143vhOP2nMyXAjarKlioHgJFI6/5SuEEJdLOoEIIc5zNTuBhFXtxv/3Vis4peH9B6ZzdNIrKKxWcIcGHsE4dovdCs6hTZ4qe5xH5iaSeexNjsTt4YizmtHdQAZTf8ZvTxRzZ8svuaXjebsVXGZDImUb8uwC0c/Pvpuo4ADejCECk9+nxFN5fis4M40Io4cYo2NMELjDvZishmhcLXFsT7XqMD5ZPtIKrnxtPd68XjIb4ug/eSfbU9ew4k4V6ugxuhOIwfTWeaS2FZ3XCs6hTb6z/HHyF24lwv9LrKLXDuZ1Lmf2i6ftVnBhTz77gVrBSScQIcS5ZAVQCHFNmBXbMGuq6D25D8eobNizB7pQZUG7OPKpoYV4sot4quxx5rceoto5C6Vg2o++DUpRqCGi0MWBYmsLOLMhkZm1v2fxvBQqMs6wz+9juFuI0zucXYyVVauP869F3wTgUw1H7bIsM2rSaM7ton7mmVAP4EQm1+Xhbky03z+5KprfuP4PygVZYZv57PvrMBWjsnqtjF1vnp+BOdHcPv02Unc+RmalG19mTyibVzF3t5M5VWCqKp7UlTxV9jjfKXucea2HqHHNosJdRKLuI52f23PiOHgYU6VimKCVIvjrn2OYWmoACiGumASAQoirzqzYRvDpb4FhEG6agLK2UrWiO7OZ6v4v4KAfX3Ahy2bcy0BQ05q1jJ82WWchv1j56zFZxMNJHKAo25CHqVpI2/Zt+h69h4NRVk1AMGnN9I853xeZ8wYroz0cG/y41dptVAcQd6OVuHFggY+5+1znlKPRuFriyHZvZmr4K+SEb2EwKwnjYO6Yc4LDW7vZruWc2bKFRc/XYaoUptekUr62npSkm5hddTr0uRoTxfzWQ/y06C8IX7IMd2wYDzsUz9eWkh32HC7HXpyOSnyZzSNdSDToE0et+XziGQkChRBXRAJAIcRVp6srwTAglLgwuihz1+RW5quDbAo8h7shkaK6J+hO34/paqcw8mNU9X+dauds7ju8YeQDlSLP/wl6A82Yqg1Da4LK4FhFP4Of/Bn67E7S4uJImDzEwaSDOA4doTXDWoXLZis54Vs4nP43rK6rtRM6VCgonVqXPCYreLi0y2FXBqtiHkOHMn9b8jvZdhvkn5nNwMwcJs27FX9nD7W9hfxyXyF/Wflre1vXVJDn/wS5UVMw1e8gVBPRQFPtnAVAb+uzTI9/m5QTk/jr43PYnrYGb95C5kT+CkXCOROqwTCsDGsJAIUQV0ACQCHEVafmF8G6l0d+DhU6DhtykNUYR5onnnT1Oitq2uwVtaG1PSTk/QyAXVlfZ1/ZJ1lQ/juryLXWnOhq4kBKAbP0RjvQqnHOouJEESWeMKYef4+clEhOzMrk2JLNo75bk1GfRE7rPp6ffTd5Xc0s8VSGUjMUkX1hY4otV7iLeHvyCqYZr1Cw3U2be2Q715PbSXh0GAX7Bjlb1cPvE5ewO8tatdzvnM29hzfYYyuP6MDjhRI9Uqbmhdl3syuriMLI7zE/8mc4jyRQtmESpjrA6rpatnSmkY6b2O7wMauVKAWmiZpXePV/eUKIP0uSBCKEOM/VSAIxK7ah33kTs2KbvRo43FvXLt8SSgwxlebo3HaqlnjpCM7izcCLPLXCyeJNv8Z86Vd2Jm5toQ+jfTpgsnnKYt7IeJSS5kr+ofy7Y777wAIftYutM4PuxiSWvZWLGepS8lTZ40zvOM7DB18bU9h5OAD8TtnjaM5P+NiflcPKynbmVLnGfNdTZY+zK6uI7LDNrPC8y4KjnSQYJ+mc1M/cfU47B9h720N8YdIdANwZ8wDJjjoKd2Yy7UCqte0cum504DecBKJKlmHcesdlb/9KEogQ4lyyAiiEuCaMkmUYpcsJq9pN354K6tJn0bL5ZWap2lDwZ53xG32mTilQMTfzt9OriOjaRc+ZAaKHEy9CBZ1N1WnV75v9UxImzyK28ogdPIG13Tx3n4v4rki23TWNGb3haMOLYVrlWgpaD1n9dRlpF6dCYaBWinmth1CMlHbRCiadvpf5LV7mVDvGBI0m1ud587pYFfMYGeFJzG7KxVQJZDVa9QetM4WK8N6t/O3KTMrbSqF/JWqg7ryahCYKI5TAcnrWFFwzFhK1qIShwmKpAyiE+FAkABRCXFMRS29mqLCYLbvb8Tq7WF1XG8qmtcq0pOnj9Lmr6Z8+iTm5f0nqpIVs2f0QrcpBtxFLmc4ftWI4qrduSzwJCVXErFqNMeq84HBQl1ufhK7JJ6wwB7Xtd3Z2cPw8B7N641GHOX8FUGsW5ydxKK4Hx+GR4DQuLpK5e9rszx9moOmfVcC9ue/R0+7ANbp/cSjpxWp3pzkctxPfiT/yxeIXyE7/v1QdiuVwxMu8EQwS5ZlPm5rCwwdfC80NVBU8yJ2fuYOImBiGAoFr+jsTQvz5kQBQCHHNBSvKubN8F783eqgt9JFxMoGWnG62zE3l5ND9lHgq+fieYxQklVIZfAOlHGgdpCXfj29lFjGHB+iIHSTv6JmRFcOMHpT/BGfyuvlt2eM8VLuOGadPjFrZg7Rjpzl2WzgH1jbg9MbSmukndVEXWTtiMEddp0J/UIqsKJO2RZ2U94zcM9OfeV6v4dORifz74s9TET2Xrxu70DpoZyFrAwxT0ZbhxIwf4Ojk/XhyO1HKga+9HHdDAvOrk/DG/BPfc87CTIPssM3MjxyZm/SIWoZ+fEwKQQshJoQEgEKIa2pg+3sMPfVN0g2Dr5omYJ0BTO6IpmzSuxwbTOQfyr+LNgyCFa+T87VPUqeDgCKjPhbX5mYwDOJNE+OBT+M/U0dj8nG8SftRrW+j9R9pyXuOx7Oe4pvbvs/ypt12sPZa/Gwm+bvpyuvCm2d1WImp7ESfso5CjwnqQskmHcdP0qG7aBt9T2cyaXjHPNe/L/48Fe4icsI20+V7DjDw5nXR+LkC8g7GoXdtJ83XDi0mR/KtcFPrIDnN6QS/b5XIWWOa7Cx7nN1ZRazwvGufj0zuiIaqdQQNA/+rL33gQtBCCHEu49KXCCHExBmq2msngWhCJWFC27i5p/ooaD1IUFl9cbVh4Kk4at/r9MahDSsD1lQG3g4/Sf/rXxksmgUY6FCgOD/iR+SEbebZZV9j6+KPc3xSLs/PvpvfLLiftt4ehv/qy6hP5KYXD2Du2QkQOvdnBYMDeekAJBzYzap1h8ioTwyNwuCgO4rvLH+cne4iKtxFvHjv3+HJ7aI46p+YEv4Kw3UIwaBzZjwqPRMdemZTKZzeOPuZvBVH7feCymB+6yE0UNg1OLLVPVyV0DTBcKCrq67Wr0cIcYOQFUAhxDXRdGo9rR3lTMnOJtY0wS7srEYCnewKegbjcRy2AiXDNKmO70SFOmK0uQPMqNF2aZUfD+Rye1OAaEcMVsAFoEkJO8zKsMdwTf4l0Su+xNe3tFrBnQYVXQp+q8uGqyXW7h1sKo03pxt/wgCtmX5y2iG7QeHQJkGlcLXE4s3vRRGk1VxEhbuI3VlFmBr+dkEVq048hsaBCnUhsZg4HNG8GzedlaEAz6FNWjMDgMbUDvbHdzInFBg6tIk3Y4icsM20p25nls63M56BUOAcpCMrSOOBb+JKXU52+u3X8tcohPgzIQGgEOKqazq1ni27H0IpB4d0kDvu+Apxb+6wt1lbcno4MbOD5txeItTv2RqWhKslhlpXHrVZTuYrq1WcJ7eTV+/6EvoIVDtnsSurCONYD3enBRhZdQPQKOUgzP8iEezikclF/PZEMSXNlcRWHmHS/L9nU2wTZ1KczNAb7QC0fuZpPLndWBVTGsjVI32EN6Y8zKS4Ts68n8SUlhP0OqMwFi+lLG0HA+3/glVF0FqBHB4DGDR39vA9cyZbQ63tvBlDpOb9CxorqK3OcfLK6nbm+BrwZQRIzf8XpgyuwJvnt8vkDJfHUcWl9JZms8H/TVS9g7oTP2RF8QsSBAohPjAJAIUQE2pHU4D9vj4KXFGUZscA4GvfaidyKOXgbFcDccPbwIa1xenyxgOgUbhaYmjN7GUgdyfz1Q6q+79AknGMjLgwmqfk825cqf199Z0DnElbDPyQ0VuvWgfRu7YR7d1PbuavubP/i/xVeaho9GET91e+zdaVhWxJbMB1ooK2zB68eb0Eh2IJCzuLN6+LrWsbcbYX0zT9f1C8YgVntmzhkff+kaAyuPfwBt51HcFR8+/keuOJzozDm9fLcBA6/LwVHQUA7MoqsusD3pmwBp8/SH0gn/mRP2NgsqLVEY8rtDUcnBVBZl0smScT7OxhDAMjw01jVgvqyMhc+trLyU6/fdx5F0KIC5FC0EKI81xpIegdTQGe3NKKocDU8NQKJ6XZMWNWALUOsjbiaZK+/7ux7eFCq1zAmILLzbl+mofKyAl/D3AAQTYFnmN+00mKWquodBbyZsaj3OLawZy4KrKS4gkGzxJeeZDZL562P+tQdjzTm/2h1myKjqUZ1N71EM8f6GRVzGOYoW3mmrOfY170L+yfNwWe4+G5SUxiF8mvnyVz+77QtrDBybx48uu77O+oug8y7vwWAJsOvsOW1vljxlmdncOqmMfseTg5uIKssG1kNcZStmGkvM3+0oUU7Ng7MiehldKwJ5+lY3o/b2291/6MFcUv0DR487jzPkwKQQshziUrgEKICbPf12cHIYaCal8fpdkxZKffzoriF2jt2EauezXO5NUMJd2ErqlCez3ovTtRdp9g7KSQ/LoUnN44Il0DDEyxztcp5eBvjr7I9Ao/JpolBzfCzfAmj/Kur9QOfjo3/jWm6rA/S2PYwZ+hNXWxO/Cd+COpji+wKfAcLsdegkQSZvRR3f8FHPTjCy4k1VGD78TP8GGQGRtHts7HDJ3lGxryj9T5U5rpvcUkpd/Oz6vO8Lx3Nne0/JKvvmdtMS85uJFTUyI4Ni3JLgHjjo8gqy6WOXvTR9UJVExt6gTDSoRBKZg8Dccjn8NRUkZeTAwrF79IS9tWXKllZKffzht7T48770IIcSESAAohJkyBK4pX6rrtYGS+K8p+Lzv9dnIz7yQmJoZAIGC1MStZhlmxjeDu7fZqoIJQ8WNFVmMCQaWYUeOn3BFLS76fjPpYplf4rexhrALLha37eDPjUQBOvLWJxfoE8ZNmYuo9drFonXqEH0z5C1Z2V9ORttsu6TI/8mdsCjyHL7iQT7U+QZonnjZ3D792Pm2/bzHx5vVS/+gs/AcjOJP8KpN8sRhNofZuWhE/aSZN//KvnBjMg6wiilqrxrRycx0fIP14LttuA09uJ07PIso2tI60fcMqEh2/ZAnmS8fsOXE88rkxbd+yM+7A7frYZc27EEKMRwJAIcSEKc2O4akVTqp9fcy/zLNoRskyeOIZdE0VHdkmB478/3G2xBPbFU7GySQc2sr6zfN/An9qBMnvn0WrapTGDgKrnAsAWNxcyYPl38UMBU4N05LIO9ppt41rm7ef+MRsOthlf79GURDxI9IbkynbaG3DzjyQyslV7+LN67Iyh0O7p5kNcTjNOOryu9CdBnP3Oe0A88TsUia/9CucyuBJbfJU2eNUOgtZcnDjmPZyplJknVnM1Ps/B7+pszODtdJ0JvdRu/AU09Zm4Z5hzYmaV3jJnr9XMu9CiBubBIBCiAlVmh3zgQMQo2QZJjC0+XuoOIN9Szy4G5PIaky0t1uP5X6M7x2fSUlUJXP0/lDvYDhcEkN1dg4MwdK2t63VQ9MEwyDFHzGmFdvNNW2g2snW+dQW+jhQ7EOhmeQ4whxfOqZKHVOTMGzaFnuMmQ0JlG3IB/ZwE+DJTbI/O6gUrp5WtGGVrgkqxfzWQ7xVnMOWuxKYe7iflCP9drD3y4iHmdyyhM8uTSC46Q/2imftwlO05PvJ2voqunMuan7RJYO/DzPvQogblwSAQojrxqzYhq6uhMgozJd+RaqhSDNHtkjPfO1vSGky2BN5kENR/0BhcBkVWV/nO2WP84m+TZxOfpWWfD+r9E76475K5Ok3MOpCyRSmSWBGOPFeZQdYw8kUAHOqXAzkuTjirMFQJr4Mq22b3Vous9dOBAHF7PqZQL899jQ1E0O3YIZ6+/qnDxHbpO0ew4kzG1kV83/xxTo4lRkkZf7f01MTpNo5C29eFzEnPsMfUiIp+9oniahrpNJ4yd7izt9wCNM4DOtehieeuewgUAghLpcEgEKI68Ks2Ebw6W+NZAIrhTI12lDM6F3C1OJHcabfTtWh73Ds6G9I1pASVgdARdbXWTRlBz3t/lD3Dwdhfe/hzfNTvrYepzee1sweWvIPkBERS5H5AF2OKWS+9cJIuzelmN67kCPO/YCDlvwuyu0ewQHC5y9msNv6bAgSG5MNHLPH743MpufRYiIqf0abO4Andz+ZYYk4vbG0uQN05Zvosw4IlWsZmtnBT8O/SnbYZlbFPAbA2W54m7dZ8dALTGM1Ce3lTD3eD8b7oa4fBrqmCiQAFEJMMAkAhRDXha6uHBP8obWd+Zq+8mvQAEM/+SbO9m2cmZqAN68braG0eQefCmQwFJHOwaig3X2j1r+E+ZG1ePL8ePO6AQO0SUu+n/JUB987fgefmRPgodrXMLEygb1T72DFwtX42stxOKKp5Z9DhaA1K2Z+DvgcvvZyzlDM1u4o1uz7x9BpPs1/u5YSVBuZXeoDggz3/rVqAQap7vwk8yNrrFVEgoTVpfDt+hc5lliDnqpQoZo3c3enk/D694hb9nGyH30Gs3cbwXf2jCTFzCu8br8jIcSfLwkAhRDXhZpfZG1xhgId44FPw0C/HfAEn7bq6TlROI/nU762HoCyjeFo4w3UDpPym/8G/+T3AU17cJ5dzqU0J5ku33N2rbyW4EIU8N/z7+dw8hTmtx6ixjULfaCLLx1uoGjpHRgly2jsnUzt8T8yZ8rHyE6/HbNiG2xP49VBzZ7sWewse5y1gaO8HTONCncR2cEuZvNr+3sSXY+x4+RpfMGFNA2tBMDt2EZ8/RxWb3qToDIo1ibl4fF487qZuzvd6vSBH/OlXwHgePQv7aSYy0kAEUKIKyGFoIUQ57nSQtAXM9wLONd9K87k1ZimaZ0BHCfQGfrON9G7to+MB2hcCHHROaRub4ZQX93NM2fRsfy3Y4o2uxsS+fjgMdyLIjmZdQpXahnvHtpG15mNeILLqOr/Ogoobq7kyfLvYioDQ5sc/cq3+e2BLub7aql2zeGRuYlM+9G37fefKnucPdlFTJsUQYz/n3E7tuEJLmOWu4R5CVXkNKfTvKefP0RMtYLD0FavqR0U7XQx9YATh9aYyuDs6puoWuLlpu+1EN1pjkxSeibh//niBefQMAy7jI5pmhe87lxSCFoIcS5ZARRCXHVjegEf/wErF7+I2/Uxuxbgec75z1IFTPnYMwAEy78VSrwwyeo9SUR9Ei35nWitWNvyIh8v96MNA1VhkvrEM+x3bCKs599JdoycIazq/zrzWw+OlGAxDMI3refJw7sxFdx35G0aWxehDSOU1Wswv/UQu7KKmGo8R2rkz9ChM4mDvV6KjP9J8PvfIskwmGeafKfscaKnvYLWiqzGWGK7IkPBHxjaJKHk46xcvIzBtC9CZ93IgyYkXqXfgBBCjGVc7wEIIf78ndsL+FR7+UWvN9beOfbnBz6NUbIMT1435Wvr8eZ0AzC9uYflb+eS2ZCAUpo5vgZMpVCmFdTt27iT7s1/YMGOTNyNCQDkhb3F9OQIqp2z7ZZuyjRxmG2hDOBQKzqzHRUK/hzapMY5iyXuaDId5WgN7sYEFmzPJLduG9VvvWAFnaaJqQxWnnmHnPAtuBvjKduQT2aT1efYm2ON35Nnjd/x0KNjntPx4GcmZL6FEOJSZAVQCHHVuVKXU3fih3YQmJ5adt41TafW42vfiit1Odklt593Ds6s2IZj83+h4gz8Cf2jWrBBmjcOb143vowAM2qswtEO06S2Gx7aGYepYplRk0b52noiZqXxFzOTePJ0Ed9Z/jjzfIeYu6qEZu+vyD6qrOLSWnFstoO+1d/mwKYKalyzqHAX8dTUeKJ7b+PMOyft3r0zDqSxZb53TLDY5OxBaQdOb9yYVnH+hH6UMnD84peYKxPGFMEevQ0+Zi7Sb7/Wvy4hxA1AAkAhxITb0RRgv6+PglBXivF6AY8+wzZ6i7juxA9ZUfyCFQSGAqLhkjHDdQIPFrVa7d1CfX2DYSYag5b8Tn616hbiPFOpds4KbfMqHKFVPac3jmNFf0UW8LcLqmjK2Mok1wpmz72FvpeqgOP2mFKT5jD7zlvoLFhCV+PrLHL8O9nhq2iK+wapvh2YqtcO7AYHnTxV9inmtx7CmzHE2by9ZKsgvswAM2qU3d84GK5Z9lYu2mghuO1bIzX+Rm2DjzsXEgQKISaYBIBCiAm1oynAk1taMRS8UtfNUyucdhA4uhfwaOduEfvay+2gx6zYRvA3Px9TJzAtZgG9d+QR9+YOUIo5VS5OOwNorXC17WS3G8wcDxFnjNDZO4WhYWPKw6xvWExF84usinmMSOXAd+LnNKVGktZkEFTg0IqggrRmBwDZ4e9x4vQX6cbBlrafWIkmCX/JP+jv2j2A+x1hmFM20ht+ltVtO/FFBGjJh9SkQuC0lYChNe6zM9HGGZRp9ZcL/vbnAGMSYC42F0IIMVHkDKAQYkLt9/VhKDA1GAqqfX2XvMeVutwOeLQO4gptEdvFouuPMdyUV5ma9JVfIyHMbZWQ0RqtIL8uheVv5zHtQCqf3nSM+/e/yx0H9lsV+rSmYlERrXk+ssI2k+7Yg6nHBlkVsWftlUKHhooYK0j1tW9luBi0qR1MDf8DwckbeXNuAQZgAncc2M/9+9/l05uOMe1AKsvfzsXdmESaJ8oeI4ZBUsIsO/hDazhxjODT37LKzVxiLoQQYiLJCqAQ10mg7yyvv/M2B48dBWD21GncfetaoqOiLniP1pqN28rZvb+Ks319ZGdkcu+a23ClpdnX/Pg3v6K+6eSY++bPms0j99x3dR7kHAWuKF6p67aDwPmu859nR5Ofqpaz520R+9rLcaWW2Ste5xWLnjwNxyOfs3sHD9cRVKZJ0ulI9Kjzdpkn40LBnNWrd1LfBmZG+Jitfk3b0BwMZRWRJhRk7ch9i61rGnC1xOLL8HMqtxUYOb84XGomJ/w9TG0wVaUTVMOlXUa+b/j78w4lEZ8UY3f0wDQx1twJa+60Vv5OHLMDw9HdPsabi+Et9cKMaFbPkH6/QogPTwJAIa6TF157la6eHj7/wEMAvPLWel58fR2fvf/BC96zZddOtu3Zxf133EVqcjKbdmznZy/+lm988ctERkba1xUXLODWshX2z+Fh1+5/6qXZMTy1wkm1r4/5oQBvtPKGbp7Y7Bt3i/jcrc5zi0UPB3+AnUBhvv0Getd2YnsjURr7vF1v4gDJHTGhM4Ca1sxAqK8vzG9qxtWSSdfUaeTc+RWy028nP3knLfldePO6UArykq2s4ez023FN/iWn3/kxc3wN+DJ6acnvxpfpDyWcWGcMW3J6Se6Isb8/qzERmk5Yz7FoCcaaO8ds9Y5ug3dut4/Rc3HulnpkZCQ3OeWvbiHEhyN/iwhxHbS2t3PkxAn+6jOfJSfTDcAnbruDH/7qv2jr6CAtJeW8e7TWbN+zm5WlS5k7YyYAD9xxF//n+//GvoO1LC4ssq8NDw8nPi7u2jzMOEqzY84L/Ia97/Gft0V8oWsvlCU7+n1dXWmXYAGrZqBWkHMiiYaVxfT2paOnKzj1byzYkclQmMmcKpe1WlfTiWNuAqRDHEfI3p1Oxsl4WnJ6OHPXUft7bulNI7jRj6lSmVGTRm2hj7AhY8znx3EEqg7Z5/1Qyl79UxnuMWO/1HONdu6WeqXXz01OqRcohPhwJAAU4jpo9DQTFRlpB38AOW43UZGRNHqaxw0AT3d10uP3My1vsv1aWFgY+dk5NHqaxwSA+2prqao9QFxsLDMmT2H10rIxK4TnGhoaYigYtH/W2qrErJSa0A4SSilucsfyYk2HHdQsyIjGMC58HNkoXQ6lyy/4vl5wE+aoVUKUQoW2Vqck5RP2l18nWFHO0C/XoRUoDWao1Is2FBzYh1G6nNzN3WRXudBokjtiaIrrxlhijcusqUIbCsO07p1T5UIbCmXuJuzJZ3GUlDH04+cIGofP622MaWIUFJ33jJd6rmGFGdFjttSLMq2uHhebM3tutLZ/l0IIMZoEgEJcB71+P3Exsee9HhcTS4+/d/x7eq3WbPGxY++Lj43lTHe3/XPhnLlMSkoiPjYWX1sbb23ZTEtrK1946JELjmfzzh28u32kOHNEeAR/+6WvEBMTM+EtxMryovmn23Ko9PopyoylLC9hzPsNza/h8W3G7VpJXtbdl/7AVWtp7tlP3/vlxCblE7WuHAwHmEGiFpUQERND4GANQ4YDZQatLVpUKIDT9jUZJ+PQ9KCwagFmNMURE2OtTA4UL8H/6ktoRaj8DFYyh+HAcbCGmFVr7WuGv7vvnjL8nfVE3VRG1qq1l3yMCz336hkxREZGXnC+LuZqtPQTQvx5kABQiAn0TvnWMYHUeP7no5+z/mWcuEqjUeO9Mdo5b+tzXipeMHKeLD3NSUpyMv/+Xz/Hc6oFd3rGuB+5ckkpZcWLRz5Ta4JDQwQCgQlfAYyOjmahK9zexhxdEqap5U0273oQpRzUHH6OlYtfJDvjjot+ZlPLm2z2fxM1y8qaXfu1p0lpdqDmFzJUWMxQIEBw9jx4+TfWGEL3OYqXYqy9074mYskazMb/Ds2nIqLk1pGxFRZjPPQZzBf+2/oMTWiLN0hw9jzrusJiwp58Fl1dRUdWkA0DT6AyHGj/m6w8nn/R57jUc9/kDOMmZ6L9uzh79uxlrezJ6p8Q4kIkABRiApXetJCC2bMves2kxCRaWlvpHWdlxh8IEBd7/sogQFyc9XpPr5+EuHj79V6//4L3ALhd6TgMg/YzZy4YAIaFhRE2KlFEa41/aGjCtxCHty211mMKQQ9radsypgZeS9tW3K6PXfQzz72nMesUabdZfYOHv0MVL0UVL0Xv3j48EEjPRBUvHblm2qwxn6umzRo7xrNnx81IHvMZoe9pPPBNVP3lP8flPvel5k8IIS6X1AEUYgLFxsTgTEm96J/wsDBy3Vn09ffT5PXY9570eujr7yfXnTXuZycnWtu6xxrq7deGgkHqm05e8B4AX3sbQdMkPvb6JYVcriupgXe599j9hS+QeaurK9FKhZJIlFWaZRQ1v2ikpIvWYzKSP+xzSO0/IcS1JiuAQlwHztRUpk+ezO//uJ6P32aV+3jlrfXMnDJ1TALIv/zkP1i74mbmzpiJUoqli4rZvHM7KZMmkZqczOadOwgPD2fB7DkAdJw5Q1XtAWZOmUJMdAytHe28uWkjmS4XeVkXDhI/Ki5UD3Ai7rlk5m1kFEprawtYa4iI/GD3f4jnuJLnFkKID0N19JhySESI6yBw9iyvbXybQ0ePADBr2nTuOacQ9Def/X/55O13snB+ATCqEPS+SqsQdKabe9asJT3NCUBndzcvvr4OX1sb/YMDJMUnMGPKVFYvKyMmOvqyx3a1kgcMw7BbwY3ewjy3d/D1EPzJ9wi+9jsrCFQKxz334/ji167LWGD8ObnQ/F1KbGzshCfzCCH+tEkAKIQ4z7UMAEcXOjY1dmHoS5nooHG47ZzVN1jjeOKZi67yXa4rGeeF5kQCQCHERJEzgEKI6+pKegcPB0ivHu7myS2t7GgKXPKeSzFKltHz2Dd5P3cqPY99c8KCvysZ55XMiRBCfBASAAohrqsCV5Qd6Fyod/C5rlaANFhUzKZZBQwWFU/I513pOK9kToQQ4oOQJBAhxHV1qd7B4ylwRY3pjvFRDZCudJxXMidCCPFByBlAIcR5rnUSyJXY0RSY8ACp5sjzbN39Xywv/izzpj88IZ85keOUM4BCiIkiAaAQ4jx/CgHgRGs6tZ4tux9Ca4VSmhXFL3zkyrFIACiEmChyBlAIIQBf+1bAgVIacOBrv3hLPyGE+FMmAaAQQmB144AgWitAunEIIf68SQAohBBY3TgKZv6Y7p4lFMz88Udu+1cIISaSZAELIUSIM3k1ZzpbcSavvt5DEUKIq0pWAIUQIuT91iGORc3l/dah6z0UIYS4qiQAFEIIrHIt363sxxOZz3cr+yeku4gQQnxUSQAohBCMdO1AGdJ+TQjxZ08CQCGEYKT9Gtr8SHcXEUKIiSABoBBCYLVfe7woEnf/CR4vipT2a0KIP2sSAAohRMhNzjCm9tVyk1MKJAgh/rxJACiEOI/WV6dDpNba/vNRpJQiIjziI9s27Urn76M630KI60d6AQshzmOaJoGAZMH+uYiJicEw5L/3hRAjZJ9DCDGumBjrDNxErob19ffzzA++z7e++jWiIiMn7HMnyp/b+GTlTwhxIRIACiHOc7VWi5RSDAwOoJT6SG6z/rmN76P4DEKIjwbZExBCCCGEuMFIACiEEEIIcYORAFAIcc2EORzcsrSMMIfjeg9lXDI+IcSNQrKAhRBCCCFuMLICKIQQQghxg5EAUAghhBDiBiMBoBBCCCHEDUYCQCGEEEKIG4wUghZCTKhA31lef+dtDh47CsDsqdO4+9a1REdFXfAerTUbt5Wze38VZ/v6yM7I5N41t+FKS7Ov+fFvfkV908kx982fNZtH7rnvouPZWbmXrbsq6OntxZWaxp2rbyU/O+eC15842cib727E195GQlw8y0tKKCm8acw1NXV1vFO+hY7OM6QkTWLN8hXMnTHzouO4FmPbW72f361/47z7nv7G3xEeJn/dCyFGyN8IQogJ9cJrr9LV08PnH3gIgFfeWs+Lr6/js/c/eMF7tuzaybY9u7j/jrtITU5m047t/OzF3/KNL36ZyFEtz4oLFnBr2Qr750sFNfsPHeSNje9wz9rbyHNns2tfJb946QX++gtfIikx8bzrT3d28ouXX6S4YAEP3nUPDZ4m1m14i9joWObNtAK8Rk8zz697hVuXr2DO9BnUHjnMb9f9gS9/6jPkZLove56uxtgAIiMj+cYXvzzmXgn+hBDnki1gIcSEaW1v58iJE3ziY3eQ684i153FJ267g7rjx2jr6Bj3Hq012/fsZmXpUubOmEl6mpMH7riLwcFB9h2sHXNteHg48XFx9p+oi6wqAmzbvYuFBQsoLijEmZrKXavXkJiQQEVV5bjX76qqJCkhgbtWr8GZmkpxQSEL5xdQvrvCvmb7nt1Mzc9n5ZKlOFNSWblkKVNz89i+Z/cHmqurMTYABWPmKD4u7gONSwhxY5D/LBRCTJhGTzNRkZFjVsJy3G6iIiNp9DSTlpJy3j2nuzrp8fuZljfZfi0sLIz87BwaPc0sLiyyX99XW0tV7QHiYmOZMXkKq5eWjVkhHG0oGMRzqoUVJUvGvD4tbzKNnuYLjn/0OACm5U9mT/V+gsEgDoeDRq+HZQuLz7tm+97LDwCv1tgABgYGePaH38fUmkyni1vLVuBOT7/ssQkhbgwSAAohJkyv309cTOx5r8fFxNLj7x3/nl4/APGxY++Lj43lTHe3/XPhnLlMSkoiPjYWX1sbb23ZTEtrK1946JH/r527+2nqjuM4/mmBOGlBKE+FVlnUucku1E3BDc1u5naxMOYFUbcsm1uW3SzZX7Kr7cIse0y2JWYb2YQhEYiKgiaggcQLVB46XHkohQLtKVSl3QWug9IWWZAlnPcradL+zvf8+m2vPv2d/k7SecPhsKKxmHJsy1fAcmw23UnVi2Ek6cOuaDQqYy6sXHuOQqFQ0l6DhpF0zo3srbigUHVv1KikqFiR+xF1dHfpzA/f69MPPlKhw/HY/QHY/AiAAFbVcqVdbR1X0tZ88t7pxSeWlcdiismS7MBSCYdjCUOV+w/EnzuLilXgcOiL776Rd2xULmfpGuZdpZck9YvDSw5YLAk1ST/26ta5tx0ul3a4/l19LXdv1+fffqXOG11689jr/6VDAJsUARDAql5+8aD2VVSkrcnflqdRn0+hJCthRjgsu23lyqAk2e2L48GQoVx7Tnw8ZBgpz5EkV4lTGVar/IFA0gCYnZ0tq8WiYGj5ilrISNOLzaZgyEioN2S1WpW9deujfu1J5kzf60b1lshqschdWiZ/YOqxewNgDmwCAbAqW3a2igsK0z6yMjNV7nJrPhLRvRFv/NzhEa/mIxGVu9xJ53ZsW7ys2+8Zio89XFjQ0L3hlOdI0rh/QgvR6IrLqP/IzMiQy1m6bF5J6vcMpZy33OVeUX/XMyS3szT+H7vyMleSmsG0vW5Ub4lisZhGx8dTfkcAzIsACGDdFBcWas/Onfr1fJOGvV4Ne72qP9+k53btXrYB5LMvz+jW7T5JksViUfWhSl281qFbt/s0NuHTz380KCsrS/srnpckTQYCar16RX+Njmhqelp9A/368bd6lZWU6Gl36uB1pLJKXb096urtkc/vV0Nri6ZnZ+IbS5ovXdTZhnPx+qoDLygwO6PGthb5/H519faou7dHRysPx2uqD1bq7tCgLl3vlG/Sr0vXO9Xv8aj6UOWK90/nSfTWerVddwYHNDkd0Mj4mH5patSIb1yHl2ykAQCJS8AA1tnJmrd0rvWCvj77kyRp7zN7VJvw/7OJqUnNRyLx169UvaQHDx7q9wvNizeCLnPpwxOn4jt8MzIyNPCnR53dXYo8uK+8nFw9u2u3Xj1yVFZr6t+x+/ZWKDwXVlvHVQWNkJyFRXq/7qTyH91nbzYU0vTsTLzekZen03Un1NjWoms3byjXblfNsdeW3Wev3O3WqdrjutB+WS3tl+XIz9fbtcfXdA/AJ9Xb3HxE9c1NChqGntqyRWUlTn38zrvavsbeAGx+lslgNPZ/NwEAAICNwyVgAAAAkyEAAgAAmAwBEAAAwGQIgAAAACZDAAQAADAZAiAAAIDJEAABAABMhgAIAABgMgRAAAAAkyEAAgAAmAwBEAAAwGQIgAAAACZDAAQAADAZAiAAAIDJEAABAABMhgAIAABgMgRAAAAAk/kb40dKyYqRAxsAAAAASUVORK5CYII=",
"text/html": [
"\n",
" <div style=\"display: inline-block;\">\n",
" <div class=\"jupyter-widgets widget-label\" style=\"text-align: center;\">\n",
" Figure\n",
" </div>\n",
" <img src='data:image/png;base64,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' width=640.0/>\n",
" </div>\n",
" "
],
"text/plain": [
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"opm.seq_model.gaps[-1].thi = opm.optical_spec.parax_data.fod.bfl + min_b\n",
"opm.update_model()\n",
"\n",
"spot_plt = plt.figure(FigureClass=SpotDiagramFigure, opt_model=opm, is_dark=isdark).plot()\n",
"print(spot_rms(sm))"
]
},
{
"cell_type": "code",
"execution_count": 17,
"id": "5c091777",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[0.03611575 0.03572091 0.03621733]\n"
]
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "7ddc1d3ba3194f2b9c6ac1275dea77eb",
"version_major": 2,
"version_minor": 0
},
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAoAAAAHgCAYAAAA10dzkAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAA9hAAAPYQGoP6dpAADldUlEQVR4nOz9eXxc13Xg+/72KYyFkSBQBVRh5CBwBkFSIDiAFGWKlEUNlh1NThzbiR077U67nU7Scb+n66t2f9q+7peb6+TaiRPdOL5ObE2WLZmSRZESB5AUJxEER1AcMBdQmIipClPV2e+PU3WAAkGKpAhQNtc3H39IVJ1hn4NP6OW991pLdQ+YGiGEEEIIcdcw7vQAhBBCCCHEzJIAUAghhBDiLiMBoBBCCCHEXUYCQCGEEEKIu4wEgEIIIYQQdxkJAIUQQggh7jISAAohhBBC3GUkABRCCCGEuMtIACiEEEIIcZeRAFAIIYQQ4i4jAaAQQgghxF0m7k4PQIi71XvHj7Hv8CEGBgdxZ+fw8OYHKCkovObxl5saeeOdXfi7OklPTWNDZSWV5Svt74+drOWVN7dfdd63/+K/Eh8n/68uhBBinPy3ghB3QO25s2zftZPHtj5IsbeAwyeO8+OXXuDPv/QVMjMyrjq+p7eXH7/8IhVly3nqkcdoaG3mtR1vkZKcwtIFC+zjEhMT+YsvfzXmXAn+hBBCTCb/zSDEHbD/yGFWlS2noqwcgEc2b+GD+sscqjnOg/dtuur4wzXHyUxP55HNWwBwZWfT2tZG9ZFDMQGgAtJSU295XKZpjl9LqVu+jvh40VrbfzcM2fkjhJAAUIgZFwqHaW1vY2PlmpjP5xfPobG1ZcpzGltbmF88J/b4kjkcPVlLOBzG4XAAMDo6ynd/+PeYWuNxuXmgaiPe3NybGl8wGLyp48VvD6fTeaeHIIT4mJAAUIgZFgwGMbUmLSV2pi4tJYUPAoNTnjMYCJCWkjLp+FRM0yQwFCQ9NQ3X7Gye2PYI7hwXI6MjHDh2lH/8t5/w9T/6MtlZWVNeNxQKEQqH7Z9ncgZQKUVycjJDQ0MxM1R3Qkd3Fz9++SW++MSTuGZn37FxTNc7udPvVwjx8SMBoBB3yqT4SqNRkz/8kOOtj60vCr1eCr1e+/ui/AL+/sfPc/D9ozz6wNYpL7n7vYO8c6Da/jkhPoG/+sqfkpKSMmNLwB+HWamEgX5Gx0ZJSEggZVKgfSfc7neitSYQCMiyvhDCJgGgEDPM6XRiKMXAYOxs32AgSOo1go/UlBQGBgOTjg9gGAbO5OQpzzGUIj/PQ9eVnmuOZdOatVRVrLZ/1loTDoUIBoO/VTOAB5sDnGgfYnluMmsLbj6AGxkZsf+8lSXwj3r/KJkBFELMFAkAhZhhcQ4H3tw8LjbUs6R0PIHjYkM9i+bfM+U5Rd58zl28EPPZhYZ68nPz7P1/k2mtafP7cefkXHsscXHETcgS1loTCIXQWk970BBNRtBaxyw936yDzUG+tbcDQ8EvzvXz3EYXawtubgYt+qy3Mpbbcf+o2/VOhBDiw0g6mBB3wPqK1RytPcHR2hN0dHXx61076e3vY3X5CgDe2rObF3/9un386vIVXOnvY/s7O+no6uJo7QmO1Z6gqqLSPmbX/n18cPkS3b1X8PnbeeXN7fg6/FRGrvm7qtY/jKHA1GAoOOkfvulrxB8/wv3nThB//Mgdub8QQsw0mQEU4g4oW7iI4FCQdw7sZyAwSG52Dl944mlmRWoA9g8O0tvfZx+flZnJF594iu3v7OS94++TnprKIw9siSkBMzQ8wqtvvclAIEBSYiIedy5f+f3PUeDxXnX/3yVl7iRereu3g7Bl7qSrjjEP7UefPA6JSTAyjFq2AqNyvf1d2ve/yypAff+7mOkZGJXrr3vOzd5fCCE+blT3gCmbQ4QQwHiywEwwDAOn02llRX/E5c6DzUFO+odZ5k66avnVPLSf8Le/CUqB1vafjme/g1G5ntBzf40+csA+Xq1eh7Hl4eueczP3vxm3851MZSaTe4QQH28yAyiE+K23tsDJ2gInHW99H9+/HSCufB2uB78OYM3iGQaYJhpQWoNhoE/VQOX6q7Krb+gcrMCy/9CrdHgGKNjwOGtXPTRzDyyEEB+RBIBCiI+Fg81Bav3DlN3iLFrHW99n1t+/gqk0xv5XuHLZR3qcF93VGQnkrDI7WmmUaaKWWl1YGhYNUnR4vAxPw6JB5uSvgNdeto7VyvrONNGdHYT/6e8gMQnzpZ+SrDQlWlHd/ifw5D9RkHtzQeBHfWYhhLhVEgAKIe64iZm0r9bdWiZtqOaAFfxphYkm9Y2DmJGlW41VL7FpTi9DKWN0eAaZX9xPAeDrOk4R45nUvq4aEtc/xIWt9bh8qSQH4im8nGlVXTywBx25pknkXkrjakvD31V9UwHgVM+8vujW2/gJIcTNkABQCDEjrjfbNVUm7YcFgNEkDbXMynJOG0ixAzJDR2b6IjucFWAqTTBljNq1PsAgPRKwZbQWYNKKgRU4Zvjy8Xftw1c8iK+4n+UHPPY1ASugVDrmXiFHmHm7Rgi//0/XTRj5sGeWAFAIMVMkABRCTLsPm+2anEk7N2kvx04fxp29YcpZNTuxwzDgtZcBSIrU0PMV9tOXNcziGjcmVq2raMDW6Rkkrz4Dd1sKo8OzYQmEkz0Y+NBoDBThJA/G2WyWH8/FnxegwztI6ekca8YPhVagtOJMuZ+4kIO4lGwWH3KDOoapj1oJI6+9DNdIGGlufxN/1z7mJa3G1OWSPSyEuCMkABRCTLsPm+1aW+DkuY0uTvqHmZu0F//lz9OhHNRd/iEbK16wg8DorJ9u98UkaQDWHr3I37tzhmkt6kMDvbOGiQ8bdHgG0Vqx4e1iwkrhOPUaZ53lmION43v9lMbZ8gFzDxwjrFyUntLs29JAdWQ5eMxhknklyb6HUibltbloFUJFl5ojCSPm29vtGcpoINjc/iZ7jzyNUg60/iF/tfwnXBre+JGzh4UQ4mZJACiEmHZT1cprbnuDrt6DZGeuxev+pJ3Je+z0YTqUA63DKOWw99bFzPpFSqRoQ6EmVLJSQH5jBvmNGZgKDA31C6xWeK7WVFIHEqzgT2vCymDkxHHqC1dSVvuWvZw7ojMJq0Ec2iSsFHPOzyKQNkqH12rdt+SEG1NZ9wHQagwV2XdozRAqKxg9fAAdnaGMzAb6u/ZFgj/r2WZxhK+uenxmfxlCCIEEgEKIGTBxhm+ZO4mC+D3sPhydCft+zCyfO3sDdZd/aAdK7uwqYFJpFgUjy+YxkBbkfOp7FJ/LxNuYbmX5RuYBo3v0Supmk9+YbgeEoCNBoIm+R5G5aBHVo/9Aji+VTs8g4eRFLGoy7UAxGkyWns6hpbB/fI9h5D7RmcPerCHaiwbJcS4nbcBJ4smLKNOMKR9zrWcTQoiZJgGgEGJGRGf4AI6djp0Jm5hBW5D7EBsrXsDfVY07u8qe/dPtvkjwZy3XXjIO8P7qz5A4+BtMMxqojSdrRP+e3D2bMGM4NJjKoHtBMT1xh+nwBPEl/Xe8gU9G5u4AFH73z6nemonL52R2aDVZdQ0Y2sQEnD2zMfTYlPc5vbKDtpI+RlI/zcp3f8Fi7bZmBU0T7WvFPLSfgsqrn00IIe4E6QQihLDNVCeQ2L1wYXsGcGJmb7Qdm7lju9WpY8LSb3S5de+yHMZGXfg9g5jEs9RfR7+3BTVx5g8rEST6Z/3nF3A0+RU7+FxyZQOLXuyxA7nqrQ34ivtQysG9Q09Q8pNz9rlhwAG0FPVTv6AbrRXprQWccpfiYAyXL5WEhA42nOy0A1XAHnu0y8i1MoSlE4gQYqbIDKAQYsYV5D7EptUv0t37HrMz1+B1f/KqzF795OcwX/rp+El2koe2S7ZsPNlJWHXiqIM3lpTRFS4jUTXTWhzA5Uu1l32jS7RnVvlxlJSg26xQTuswofOJ4/UDlcblS6G1eBB0mLaSYVq21rP4mJvM7mQcKEwFgfQRWosDeBtS6AovI6sjjm2nawkrcETup+xlYmtPIIA+cpDw4QPXzBAWQoiZIgGgEOKOKMjbRuncJ+zZrol7/DAMzPcPxSZ8gL1MawV21t47R+RPKwBTOOpK2PvYPHbNLqZU77KDsbbCAXzF/dD2K7oS/hT/wCAd4VWEs95h2YSafmfcxZwb+QQhEqHteSi2xlu1o8QqFaMV78x+howLF6h6t5GwOosjUhjaEU0G0eNjjBn7FC3lhBDiTjDu9ACEEAKwCjpHgj9ME2NlpR38gRVAnSn3U721nvNlyZwu77CybyMBnhWAaUylyGnu51RBIW8sKbO/W1zjxtOQjqkNOgYGOTbylzSFNrHX+wmqt9bzwZJuqrfWsyPvKY6O/CVxDGPqqf+J1MCc9kHMSKKIVpFZycifp8s7OF+WTPXWes6U+2PbDU9oQyeEEHeKBIBCiGlzsDnIPxzr4WBz8EOPNSrX43j2O6h716Aq1qFKF6FWr7O/10oTFzLwFfdzKXuQ+JDidLmfC0u6OL3cbxVxVmBoTXfOETY5v05iKERYKTs4y/GlYSiT9vAq+7rNoU10xf0JvaH5dMX9Cc2hTQC0h+/FUNZuQ2s52eoVHFaKzd0/Zyz/fQytCUcKQ59eHhlLuZ/4kOJSttVJJC5kMF6hEPuZwv/0d5iH9k/LuxRCiA8jS8BCiGlxq/199WEr4SN85AC9S7PIJLKEqhWhOBNPQzpVuxyElQuH1vz0/nlcKHSyN9PF6s5qhvLrrKVeIG5eM446a1bQ0HDF8DJ770Y8ORl4OM7W4AcU5qTheWundcy5naxa0Me/5KwDMpjd+Vn68xtoL3ZQeqofbRg4TJMOzyBtxf1Ub60nuWUBh3Oq8Bd3ML8pyOfevUhYKUpPaaod6YTiTKs+INYs5pXgOTK/fWC8i8kN7Ae8Hb2ShRBiIgkAhRDTYqruHwXxe/B37cOdvYEiz8NXnTNxH6CpNKavFZMkO+nDEbJm46xkC42pDFJb53HM/fuQB8E5xyiM77ev1zInkVOff4yE488zFqdZU+MirM6yue4MQCQw1OjInwD5dUf4Vt0RgMieQs2+rY1UbzUpDnyGS5kX8Xute/iK+2nyOtk99HnUCJS3/hthddkuIu3ypcLEpJDoM6kkjEk1AieLtoxzZ2+g1l95072ShRDiemQJWAgxLcrcSXbAEu3vu/fI05yv/xF7jzxNc9sbV50T3QeosRIo2gr7I8u3YGD18vXnBXBoKzgztIkvL8S9id+jIG43F8c+DYCO7LrLetfD7F/vIBSniQ9Zy8AOrYn+n6E1YbDbuIE1Sxf93goyNW6fk6yOFBxnzxJsKIm5x8WxxymI283G1P+FLy8cCf4MHFrT4RnE7wlE9ioSSUbpt5JEwNrjmJB41Xtobnsj5l3NS9ob8y6lb7AQ4qOSGUAhxLSY3P0joS+2xVt7VzWlc5+47jW6c4ao3lrPSNPDDHgbGCkeQKHZt6WRnHNLAINlif9MS8Igi9S/sTv4fd4Nfp/PdL3MkqMBPF21aMDT46JpTu9V2blmJIvYYi3STqzfFz02ORBP4eVMNMN4emrxta/gzL1OXsl+AgVscn4djYE3MZVzBcvpNedSX9qNUXwKhcm+LQ04W0sZyq+jtWgAgMU1blAK86WfokoXxSwDt0/RMu65jVvtdymzf0KIj0oCQCHEtJnY/aM5PrYNWu6ENmjRAtC6zQeGgYosAc85P4tA+ihH8kZImHvQzqZVymRh8wCm0ixsLqF6az2txQOsSf0R2U1L2fKbgfEafFgzerN9s3hjyTISwyHykt4loycZ0IR0MoXN8ZFZOU0gdZS+rBH6soZoG76fEUcc9104icaMXA3yukJ4fjPA6LaDdBWeQpsKb0MqVTtKMFUvhj7OxdJ5OCLpH20lfTTkZ7C2FcoP5pE6kGAvP6MU4Z/9CwDG2g0A5GZv4NylH8S0jCvIdUrgJ4S4baQTiBDCNt2dQKx9bVYbtCLPwzidTgbe3UHoub8Gpaw6eYBWoCL/MkXr8+3b0kBbSR95DRmUHp1LTk/Y6vChNB8s6aJ2rQ9TG6x4L5f5p7Mn1OCzsnej3Tx+vuhRnjn7ul0k+vRyP0tOuCe1d7O+s4+NnBu9VnRcF5Z0cXxNO4YyWX7Aw/wz2fbybntWEhfvraOtuA9TK1wNeXzi7ZyY+0x8ZoC4b32XtPu3EgwGafRtv+0t46QTiBAiSmYAhRAzpiD3oZhgprqhH94+wGKlUBMCoZ75iQyPdOBpSrcLPrvbUgDY8HYxJmE7IDO0IhxnWjWWlYk/L0DpqfFAayw+TNyYI1ImxuDettrIHj1rljE+bFC9tR6XL5XU/gTyIvecfKxGMxYfJmEszr62Py+AoUxMDaF40xprpFNJ7pURPDuK7cC1tC7BHq+pNIN58aT7QvYza6U48fZBmLOGla64q96VEELcThIACiHuiIPNAZ7d7acyfh5LdHTB1urz25XYSigljLcxw5p104oxh8ksn9uenQNrgVcrq8hzjyuI1gp3Wwq7l+ZR4tQMlZiY50+xuMYdKRRt0pofZN6V8USTUJyJr7gfX3E/S47kWvdUxBxrzQAqLizppscVxNO1mKbRDDxtndY4ImOI9igmsrxrKpjlcwOQ35RhP7uhFQPxPaSptEjLOCsR5dX4uRx6q4lvb3JT6U2eyV+HEOIuIwGgEOKOONE+hDFhBTS6MGmg6PAMkNOaagdeJtZMXYe3HeN0yYTevdgzaiV1WeQ3ZmAqRaluw3jyc1yp3U7GObfVqUMrzpT7aa84xZk4F4tr3DHBIzAexE1xbLSbSGtRP3Fzsti0uwVTuSg9pWkp6h8fE0SCP+vnXm877kghaSMS7LUW9VG/oAdvY3rMs+tIpu+J9mEJAIUQ00oCQCHukPeOH2Pf4UMMDA7izs7h4c0PUFJQeM3jLzc18sY7u/B3dZKemsaGykoqy1fGHHOqro6d1Xvp7r3C7MxZbNmwkSWlC6b7UW7J8txkfnGun7KOsxOWWa3gqDVSyHnB6RyrFp+G3nnzaHUdiCzXptHGQu471Rmzpy4cac0WRsFLPyU9cq9oyzhHyABM4kJGTG2+HF+qPfsYDTjj7GMdMZnDnsY0VGMLJirSCcRKM4kGooZW7F2aQy7n6PAM0FocINFZjnGq1x5f/YIefMX9tBb14WlMj3QYMSjrOMfh/BUsz5UyL0KI6SUBoBB3QO25s2zftZPHtj5IsbeAwyeO8+OXXuDPv/QVMjMyrjq+p7eXH7/8IhVly3nqkcdoaG3mtR1vkZKcwtIFVoDX2NrCz197lQc2bGTxPaWc+eA8P3vtl3z1D/6QQo93ph/xQ60tSOF7DxbSplbhOL/Dzv7tyxqm/KAHf94gOx7oJ621hJTMEjydJqPBE/iKA/iK+9kd/Cv2Zmawrutt/HmD9Jrz+VrjLjvImrhUHN171+kZRGsIxZmRpVcrCLT3EDK+hy8U+azDM0DpqWw7AWQ8oUTb93qt5DNkzr2Auy2VA9lbaCvuY5NzF+DA25BCXmAOJ9YaBHvrafcMk61h+UEPvVnDMUvOKStX8r2thax0xWFO6IMshBC3mwSAQtwB+48cZlXZcirKygF4ZPMWPqi/zKGa4zx436arjj9cc5zM9HQe2bwFAFd2Nq1tbVQfOWQHgAeOHmFeSQmb1li9Zl1rsqlvauLA0SMUPvb4DD3ZzakqTif4uYcIzU1Fn6qhfeAIi9+xMmxLT+VQvbWeUP4Vyt7uJqwUBbqEf7+/CL3mUZouV9Ccb12nrPUsF12L+MF9WH16HZolJ1z2LF93zhA7li7kbN69LFPPEzdmxMz25V4owGDMLvWiI7OFSsFbeU/SfH8HGy6dIr8x3Q4QTy/vID6s2DX7GbrCS/G2OTjgWsSR/BXoEIxlP49673Wq3m0krGoo0JH6hcqMlIsZX2ouzn6Y9MpP8/DaDTidToJB6fcrhJheEgAKMcNC4TCt7W1srFwT8/n84jk0trZMeU5jawvzi+fEHl8yh6MnawmHwzgcDhp9raxfVXHVMQeOHbm9DzANjMr1ULme3H/6O0KqwV5OzfGlodCRgs1WeRZ3WyrZ+9p48dJ/we8cYd7FPkxl8KnzO3j/yXuoKfWjCNuJGRpNdqeTXnM+NSOfx9OQgbP9AAZD9h7D2YOjkZFE9/ApUnyFdJ1/hpq8z9Pl3U1B/B7yG9PtMV9xB2gtHqTyShMrX9o1PoZVbgoDKQSPz6ZtMIuwahrvKNLmRMfsXYTi7IfJ/M//55147UKIu5gEgELMsGAwiKk1aSmpMZ+npaTwQWBwynMGAwHSUlImHZ+KaZoEhoKkp6YxODg4xTEpDFynrl8oFCIUDts/60hGRkd3l/336aKUIjExkZGREeLeP8xYzZv0jV2gRGPv+0vrj+dK1nDM/rp7Rg5QWH0GjSYtumSrTUwFnuZBLs6yniejx9pHF63b98SxQxQXd7LtdK09BquUzHgSRvQzgILuIb62ZxdLltYSFzZY0OmKuV5JXRa+4n48zQORos5WqZiVx/yRK1ymKPI3uyRNnElmTxKGHt+v2DF4mpH/42vElz9EaOVq+53czvevlMI1O/u2XU8I8dtPAkAh7pRJ9XgnFhm+0eOtjyd8ManI7+TgZrLd7x3knQPV9s8J8Qn81Vf+lH995WVGx0avc+btMc/vY1lLPfM72tBKk6WV1bItrMhvzCCvKR1vYwZnyv04Qg46PQMsPpYb866ifxoaLqYfoDO0mGzH2aueO2dwkG2na696z5OPm/i9RrPRTjRJYTJTG5xIauOTE8rSxF4LWov6CaSPEIozWVJjFZwGaCvsxXRoSt4Dk1qMfSe54MrjZH4JF92eW3uh1xD9vQohRJQEgELMMKfTiaEUA4Oxs32DgSCpKVcHGQCpKSkMDAYmHR/AMAycyVa5kNTU1CmuGbjmNQE2rVlLVcVq+2etNeFQiC/83hPTPgOYUHOU1N+8QvQu0aSMwsuZtBT2TSj1Yu3Hq13bSl59JqYR2ac3KVDrzgmS05qGJ5zB2FzNpdIr43UEJ7SEu1aQPTHJI0pF9ghG28QZE+57ubSX/MZU0joT6cq5wuzO5KuuHR2dPy+Auy0l5pmASH/hSO1AYF5nO/M72hj8z99ktPze2/aupfuHEGIyCQCFmGFxDgfe3DwuNtTHlGi52FDPovn3THlOkTefcxcvxHx2oaGe/Nw8HA6HdYzHy8WG+piA7kLDZYq8+dceS1wccXHj/wxorQmEQjOyXGg2XCJsOFCmtWQ73rJNw4T6ftHs3dELn2HDuxft4GkoOYRzKN4+JrszhawuJwtOB/hB6L9wpriDxvuDrLrgZ2HzgN0ZOBrIBZ2jOIMJVwWFkwPLiZnBe5bmEAq5OO/OY1boAp99t5GwGsWhrR690bF05QRQSjG7w0leUwb5kVnMic+kYLwUTTT41BoMBxmNlzEekC4gQojpY3z4IUKI2219xWqO1p7gaO0JOrq6+PWunfT297G6fAUAb+3ZzYu/ft0+fnX5Cq7097H9nZ10dHVxtPYEx2pPUFVRaR+zblUFF+ovs+fQQTq6u9hz6CAXGxpYd2/FVff/OFBlK8AMg2H9M2TN6llJGRfL11C9tZ4PlnRTvbWet/KeJLV1bkzh5+Z5vVRvrefCki5aivrsmbowikVXEnmk8n+x4MkfcHLlf4i5bzSgCzv0lEvJ0dnF2MDQ+tM/94/I+Pr/ScXTf0le12LCRErOAC1FfVxY0kX11nre+fRFutwBO3klrAyujCyLeaYL5WsidQgnLB0bBphh1LLy6X79Qoi7nMwACnEHlC1cRHAoyDsH9jMQGCQ3O4cvPPE0syI1APsHB+nt77OPz8rM5ItPPMX2d3by3vH3SU9N5ZEHttglYACK8vN55rHHeXvfXnbu20vWrFl89rHHb0sNwIPNQWr9w5S5k1hbYM12Nbe/ib9rH+7sDTE9a81D+9Enj6OWrbCye6/BUVlF4v/8W4aPHoIlywHQp2pQS8t5oHI9ze1vcqJ+N79sXETzyCYSXMd5/PwOu6Zfh2cwpoVbfmMGGnCgiU9Osse75fJeIHavn0KRNpA45bimWiaO/rTl8l4ucj+1/mEWOJNxRHZiGkBf1jCnK9rtc0JxZiRYVTi0yTuzP4vPtY3H7z3L8pJNFOQ+hLl0v/3MAJw+QdK9lYTKK6QOoBBiWkkAKMQdsmbFKtasWDXld08+/MhVn80pLOI/ffFL173m0gULWbpg4W0ZX9TB5iDf2tuBoeDVun6e2+iiIH4Pe488jVIO6i7/kI0VL1gBzaH9hL/9TWsm67WX4dnvXDcITFh3X0ywYwL65HHOdo2wP3OA4YER+9hsx6nI32KDM09DOnlNaRPq+ik6rwT41fl+Xq3r59nuESYW3Jm41Gxw9d64ifsLJweDdd2jfDvyLv74yqDVDQSNiSajJ4nlBz10eKx9mFb7OKst3BtLyjicv4ICdtPQO0LbxQGWjAWpBLsXnlG5HmPtBhKcTkJSB1AIMc0kABRCXFetfxhDgRnpU3vSP0xC0j6UcqB1GKUc+LuqKch9CH3yeGQZ0wTDQJ+qgesEgADhQ9WYJ96nP9RK6hsHMRXM1y/TvrWelqIA9zv/lZMjX2Jz95uYKtteAnb50gCo2lFi7aWzgzrw5YVYmfA92sP38vac+1jTWmPfb2LwN9Vs37WCP4C352ykIG43uY6j+PLcGOfHe/5afYitAtatRbFJLPPULsoTE1iW+DzmqAOj51+pO/wZ7n33orUE/NrL6Cc/hzk6wmjFGij/eC7bCyF+d0gAKIS4rjJ3Eq/W9dtB4DJ3Eu74DdRd/qEdBLqzqwBQy1ZYM3+RINBe2ryG0QN7CD3312gFqZrxjNtIEWhfcT+mNpgf/wv8eSalp3LGkz5GvKR9MGL/rJWmN2uYU2tzyfb8DVnaYJH6N0bjP0NbSg65gU478WI0MUzisGPKjOBo8DeSFCJhOC4yqwjtKTlkO06xwPk3aK1QpZq9aVW4Gy6T1h9PXlN6JFsYsvpmRWoTWmPz5wUpjnsLrRWGCmNqg4rO9+yAVqMxX/opGAaBX71E3Le+i6pYd/t/mUIIESEBoBDiutYWOHluo4uT/mGW2XsAH2JjxQv4u6pxZ1fZewCNyvXw7HfsfW3XW/4FCNUcA2Vlv2rGW7MZWhGOC1N2wEund4CWol6USqOlsI+koTgr4/eD4UgAp+xs2rbCfhzlc8FvYCiTxUdyWVJzEdNe9lUYGmpKU1hTO3LNcSkUNaWprKkdsRI90OQGOvnanl201BdTv6AHX3E/owuDdI4OkNo/O6ZUTFJvGFD0ZAcZTg6jlEm6owVPQzouXyodnkH8eYOUnsqx7wdEZk4d6JM1EgAKIaaV6h4wp7fYlxDit4bWmsB1OofcToZhEFdzhMB/+4ZdsFqjuTJ7iLbCAWsP3YR+uRN/nqg/fYT0/sRIWzfY88Q2/Fn/E09DurU8PGHPX1dqGr6MWfgWXqbixCjZXVPXSOzKCfDSo3EUHa6g6kIdaSPDTCwNo1BUb63HTChj46/7I9nJMJQ8RvJQfMy1ot+dXu5nyYnxZ6jeWk9JXRbexvTxAFAp0HraZgBTUlKkJqAQApAyMEKIOyhh3X34PvlMZGnWKsLcOz+FvKY09IQ9dHlNaeNLvZOuoSJt1Qwi5VZOhjk58iVcvtSY/XwGCtfgIMt8TTy0K35y05QYw84QS5rb2Ha6ltRI8Dex84q1BzGVsQsFhJVht3YLxcVm7lpJIFZ9QE/z+DOYaBYfczOalxm5njWY3mWVpPzPv8VRWXXb3rEQQkxFloCFEHdMdUM/f5X5EJUbclnqP8fqkkzmvPUCJlZXjWgQ2FY4QFa3055Ng/E2d/uKKiIt3sChTU65FpJwCczeD1D0xQSBMF5HcMgZilzn6mSPy6VXYjp3XFUcWisu6s28n3M/m+vORO6t7bFEZyMNsGsX2s8QCUZn9SSTdUjje/BpDtf3csq9kEPeFXzPW8jKGXj3Qoi7mwSAQog75v3WAIa16olCE7p4KGaWrDdriDOr/LQWB+hxBVk4tJFzyXtRyiCn1cmu2c/E9PAARVXvC2w61UZYTSjsHNkjCOPdOvqyhu0z+7KGyehJIikYx4gzhFIaf16Q0lPj50YDNxVJCtl2uhbn0o6Yezdk5/DfN3yDtZ1vk1i43R5nh2fQfobFx9zM6km2rqk0Y5cOo4x70JEs6+O+ACtdGTPzCxBC3LVkD6AQwjbTewDf7wjxi+d/xbeq/5awMnDoSD3ASJC2fXOYxtBWPtF/Eve6DTTlt1F3+R+JLK6SkfNlit68TGnNeJu13qwhMnuS7Z99hQOAJjkYhwY6kjz0ZQ2zpnYkZj+e1rDh7RL7s1c3pzDLn86qhga00vTPGkHBeLbvFPdqqsjjnYd+hGvwTwj27wQ0SjlYcmUDxoU43klfRl7ce3x6VyBmP2P02Z+r+gaf+dKnWOmKm5ZC0LIHUAgRJTOAQog7pqo4nZyEBsxIAKSBgfRh2ooG6PAMkgF8bdcuTGVgHH+FPQ+WQpEVGHkaUll41kdS3jyM4x12QOUrmLDUqhWmw6TwcqZ9z2z66LkSH1NyxuVLBcYDT600Gw+NMnuwDbA6hqT3J9E0p9f+PuZekZ8HFqzm010/pWPPaTo8VhmbvPoUFu3owVQGC/Qufnr/PKq37iTHl4qnMY20/iQc2sRUBl9NbGRBcTpBKQQthJhmEgAKIWZcc/ubdHRXU+R9AO/61YTe+SVg7elL70+iOa4PX3E/ZQe8keDKJKwU7qYuGgsN8htTqdpRgqmaMHQTbywpY5bZyqXcTBLm1wKKJSdcaKUpvJx51T6/WYNj4wWhI23ltFaUnsqxl3xnDY7FjFljXSt6zunlHZxZ3U6TdyOZ9V3UuJbTdXkO36r+WzJUNqWncti3pYHk1lLCajQS5MFCfzMX1g2S1eEkvT/Jvr6hTbzrKmhoeZ3G1p24ZlfFtNgTQojbSbKAhRAzqrn9TfYeeZq6y//IW/s+ha+oH3Lz7O81kNeUBhiE48P2fkCH1lzKnYWhTHJaoxm1VpJFYjjET1Y+ysXCZE6OfIn+0UWElYrs3eOqJA8FmEpxJTWB2vwCTo58mebQRs4VZNCTkmAnccSeoyKfK8JK0T+6iHeD36faU8WOijx8xX1s6f5/CavxRBN3Wwrn3AU4tI7MGkJyQhOGMvE0pduJKQDkevAV9fPWvk9Rd/kf2XvkaZrb35yW34EQQsgMoBBiWh1sDlLrH6YsUkTa3xXbRq69q5rcDZutThhYwVlq2lxW1TqZW4O93Hp6uZ8LhcsIj3yJLO97LDit7IzcxMLt3O/8GaZ2YKgwNa7/wtqzu+ys4d1L85jfX0dSMJ7sTidhpXBozezBMTIDrZS1NAPEBH7RY7pyggw7x7iQvoBNp9owlZXxu3P254A+lhv/ETPBKjydlpCLQ0d7ACvOuItpL+warwGIZnGNm7SUuSQkg2LQfk/Ghk/Q3jV1i73J71AIIT4qCQCFENPmYHOQb+3twFDwal0/z210UZAd20YuN7sKx+c/CYC57x1o95HQ5GduA+MZuEoTHzYIk8iyxOdJIhMosu+jtZrQZs2BnruD6sQmSuqyUECcp57qNYMYyiSvPpO4lpWovgIqfLV24sl4JxI47F2BzmgklH+ctpJeTG2Q39hDS38WAPULehjN208uw2isoDOvPt0O8gys4tWjczspJEx82BOT3Vy4f9BqlweQ68HY8Akcn/8Tcv2/4dylH8S02JvqHUoQKIT4qGQJWAgxbWr9w3YPYUPBSf8wBblWG7kFc/6UBzf8ioK8bQA4Pv8nGKvX2X2EiS7hRgKnoZ4VLGnuQOPA5bMSL6L1/eacn4VSGiLBWE7caQDyGzPIa7I6guQ3pqIxaCvp5Y2KEt6ec5+deALjy8QG8Pacjfxk5WO0lfSiUfaeQ09TOvmNVomWZYnPs6ZwNoowGgN3W6od/JlAXNiBwgpIe4z8mFZxKBVp+2ZgVK7H8fk/AaAgbxsPbvgVC+b8KRsrXqAg96Ep36EQQnxUEgAKIaZNmTvJDlxMDcvcVtJDQe5D3Lv0uxTnPxpzvFq2wg7+0JqmOb2RMi6w1NfCM+804m1Iwe8J2iVUFIr8xgy6z/8Xzox8lnDSZjQGLl9qTFZveW0p3oZUTG2wLPF5fMV9/PNDf8lQVnrMGFpycjicv2J8TEBJXZa93BzNGtYY9AQGeTf4fc6N/j4+lmFgdSoxgJAjjMZBfqPVd1grK/hrmtMbKXxoBYFqaXnM/YvzH+Xepd+1E0Cu9Q6FEOKjkABQCDFt1hY4eW6ji8dL029o6dKoXI/x5OdAW+kRVvkWjamsJBBTweyzy4lrXsnlrGx79i6sDPLa4nBc+gSuHS68Dan48wL2rJvSipT20ZiZQLfjGK9lLuN/Lf5jAPta/7LwDwCoSHsNUHga0shvzBifIdQKf14Ab0MqrjeG8DZkcHT4L+kbXYaprKNMFKkNi0i4tJpZ7QsxFfZsZspggnUjfWMlWG/2HQohxI2QPYBCiGlV2Xqc1SePW7N7Bes/9HjdcBnAzttNDsbbM2+GVixq7rMTNIBIUobJsCNhvKB0XQn/fn8RP7hvPltrLzDnShNGJJB0+VLxFfcTJhFTw5H8FTxX9Q2WdZzlpGsRh70rKIzbTWr4XYCYmUQTxcn8AppDRfz+u42E1Tk2153huapv0JoXxjivMZXC0Jr8K90U7YLT5X4M7bavMbvDabexQyn0qRqovP57udl3KIQQH0YCQCHEtDEP7Sf87W9a+/peexme/Q7GhwQ7kyq2EJeTz+W5V8i8EEQbmlldThzaytJtK+xlMH2MTs8Ahc2H7Y4aYWXgbF3IJddCupK7mXel0e7J2+EZBBRex36645bSFNrE4fwV9rJvQdxuliX8A5FOvnR4ApSeyrEDu7r05ThbRwirZvten+j+Ga1Vb7MvMYMlx1xkdDtxYBWWjg8ZnCn3U9DqxpGQirN1EBWd/NP6qiXg2/IOhRDiQ0gAKISYNvrk8fGkDsOYcrarue0N2jr34s7eQEHuQxhbHiZ8+IC9DzBz1jIyDuxBq+QJ/XytUiyXS6/QVtKH1uDlEI6zJXZXkfkZtTxe/RZmpPVZXX4G3YtO0Fo8iEIzO+4DNsV9nXbnP3K2a4Rcx1FCJLEs8XmiwR8Y+Ir72L00z+ovDDx99nVOV+TZ3Tsc2kQXHEJraCvuAw0b3i62A85QnMniGndk1i9S9iXybMaTn8OoXE9z+5v4u/aRl7OR0rlP3PQ7FEKImyUBoBDitogGMdFADiJJHa+9bAcwk2e7GlpeZ/fhp1DKQd3lH1qZr5UPwbPfsQKdhETMl35qBU+RZI7Wwn7MuBLi+npZXJPDnLpZ1C/soaVokJ/dX4SrLZXEwu24fV2YanakWLQm3WjiSnMls2mhp7gOMFHKwezwK9zv3IXWCqUmFoMxyG1eRFyDh6JAHaZKxxEtSTN8iuqtA4w0PUxH3iCq6BT5jemUnMsiaSgOX7aDUEYGjfPep6TOKh1jT2zeswBj0TLU0nI7+Nt75Gn7HSQmJuLK2my/o+u9w6neuRBC3AgJAIUQH9nkICZawsSoXG8Hc9GAJ1rUuDwvmeTB3VMWPjYq10Plenr/rz8nORKS6UgyR8K8MlzvNETunAJAflMG1Vvr+TfvJ8gtPMrCxAAA95zKtrN38xsz8Cg/xtl4qrem0lYSQOswKUYX2Q3puHypdHgG8RX3o5SDvPoUqnY4MJUfQ1ulX6LX6sgboLU4wLk8B+3hT/AHjXuo2lEy4Y2EoasHveFTJNfXASP2N8POMGlf/jP758mFsX3+PVwMrKGmbcgq/DzFO7zeOxdCiBshAaAQ4pZM7E6R0Dd1BwvADuai50wsavz/rViN1t+PKXw8UYdngBLG6+f5N+VjjIxc1dtXA8ktC1g20kRpu0liUQp6UpGDaA9fbRjM6vkUgXuTWV6yiZ63f8SiHSWYSlN6KocTjxu0L64g6/0htHEKwzTtgtTj9zPwNqSQ3RjmQE4GRnclmvZJY9I4L3TSv6aE2R/U2WNuK4sjbcK43JMKY19RFfyP3f7Yws8T3mHU5MDR31VN89h90jFECHFDJAAUQty0yYHcXy1fjdY/vGYgFzW5qPHF4Y08uPpF2jr34c6uuqrtWcGGx6lu/xNcbWl05A2w5J7fI7n6xJS9fZMSmvjankj7t7oSLhTEEVYha9mWaA9fA4dpcjpYROLLIwzcn0hRz1xMuu2SMd66YurPZnAqzsVis9ZOLBm/BuSdncv85hBhdYbNdWc4U+5H4Z40JkXagJO49CVUb/2N/QzzN3xzUms3qzC2v6uavJwN/KZ9PYbqjin8PFUwd1XgSAXfk44hQogbpLoHzBsrRiWE+J2ntSYQCHzocf9wrIdfne+3g5THS9PZln8If1e1HchNZWLgaGr43oOFrHTFYZrmlN8/t9FFQfwe/F3VFLbkMuvvX0ErUBoC+akkjsUTHgtysaiJuJDB/NPZdskYX2E/+Y0ZdvmVN5aUMTqWx7AjgWfOvk4YhQONv2AB7ua68dIsWHX8DDQ/X/QoSeFREuLb2Ha61r5Wa1EfeU3p9r0uLOkiFGdSdDETIz4Z7XSS0jKINhTK1DR+sYzeBWm4s6toHrvvqmeMBmqGYfB+R4i/eqtpyu8ns/YAWu98e0vlVb+Tr67Kijk+JSUFpdSU1xJC3F1kBlCIGRYcHuLXO9/m7MULACyaN59HH9hKctK1Ozxordm1v5ojtTUMDQ9TkOfhU1sexJ2TYx/zo3//KfXNTTHnLVu4iM8+9vhtf4YydxKv1vXHdKcoyH3oQ/egRYsan/QPszwvmaridILBoP39VG3P1q6yrtu768/H6/EpjSM7j7gTF3AYisU9brpzAjH1Ai+X9nC59AruthT8eQEaC0aoHf1Tnjh6GBNwYBWbdjfXAePBn9XJQ2MCRRzgjTVz8DqOsM/TZl8LNN4JweXsdifZnSmRn03U/DJM30GUadUeHD62C/f6/5OC3IfYfqzn6mecEOBVFafz7U1uTrQNsexDlnInvvOyseBVvxMhhLgWCQCFmGEvvP4r+gYG+KMnnwbg1bfe5MVfv8YXnnjqmufsPfwe+48e5oltj5CdlcW7Bw/w/Is/4y++/FUSExPt4yrKlvNA1Ub75/i46fl/8YmB3IcFKVOdu7bAiWFc3YhoqsAyqsMzQMmEAG9kpJskw0BFZg+zOq0x+Ar7qV/QgwJcvhQ6PAHaivvIYoD7475OYlE6Rl2JvSdv4swfkb/b7dzy32dZ4ruYWtFWolEK3L4UOjyDVG+tp6Qui/zGDGZH7m1oZWXrgh38GVrR6Q0yHNkXeb1nHH9HKVR6k2/4nUbf663+ToQQdx8JAIWYQR1dXXxw+TL/4Q+/QKHHC8BnHtzGD3/6r3R2d5Mze/ZV52itOXD0CJvWrmNJ6QIAntz2CP/j7/8vTpw9w+ry8b618fHxpKWmzsizRAO5233NawUxyVPsB+TcK/b3Cis4DKSPAlC1owStoPRUDq1FfVxe0ENrUT+tRf2cKfdbtfkiy8mAHRBae/3gTHmHXWMwvzGNkrrZ5Dem29es3lpPIH3UDvKsQVj9fY0tD9NVkUfHnn+g0xuktaiXjZF9kdMZqE3H70QI8btJAkAhZlBjawtJiYl28AdQ6PWSlJhIY2vLlAFgT18vA4EA84vn2J/FxcVRUlBIY2tLTAB44swZas6cJjUlhdI5c9m8ripmhnCyUChEKBy2f9aR9mpKqWnfKxa9vlIqZjZwfVEq64usIPZgc4AT7UMsz01mbcHDGE/9M+1d1ZRmV5Gbt41w1irMHdutbhmRZI2U/gRK+mfHBGaexnS8jVapGF9xP6crOuhxBVmpn6Kl/zT3HBpfhvbPSyD5k49yevRZALyN6VYwGekWrCJ1BUvqZkMkszh6b7V6HY6tD+OorCKXDYyV38NIVzX3ZFfRHLqPN97vYXlucswz3sg7+ai01vbvVgghQAJAIWbUYCBAqjPlqs9TnSkMBAanPmfQSspIS4k9Ly0lhSv9/fbP5YuXMCszk7SUFPydnby1dzdtHR186enPXnM8u987yDsHqu2fE+IT+Kuv/ClOp3PGkgWSk6de6qxu6OfZSDmUX5zr53sPFlI19wlK5z7B6IE9hH7zQxLLV5Hwf/w9v3j+lzjf3U5l63HymjLtPsHRBV0VKSWz/KCHOXWz6VqVQfEf/u948x+l/5ub0CpgF5pWLiclv/f/YfmP9pB64BLpPUmxZWCUwtCQ35hOWFnXP+pZTvD+h/nMlx63xvYvPySufBWl66zxVjf08+zOpthnKU6/6Xdyq240uUcIcfeQAFCI22Bn9b6YQGoq//HzX7T+MkVcNbmu3ZQmfT1571rF8vEOEbk5LmZnZfF//+u/0Nrehjc3b8pLblqzlqqK1ePX1JpwKEQwGJyRGcDk5GSGhoamnJ063NgbkyxxuLGPla44woeqCT3312AYjLz874x867tkVK2n6ch4L2BtGBgVa1FYvXStPX2KtIFE0gYS8TZqGlJfYGTjCEGz1wr+IoWmB0J+av7ls5T+rAvIGH83keVitXodaI159D0cptULuC3VRWHVegbe3XHV2ByVVdd8lpt9J7dKZv+EEJNJACjEbbB25SrKFi267jGzMjJp6+hgcIqZmEAwSGrK1TODAKmp1ucDgwHSU8dLCA8GAtc8B8DrzsVhGHRduXLNADAuLo64CYkiWmsCodBtWzI0D+1HnzyOWrbC7mARFV3i1FrbZWAmWuZK4hfnJiRLuBIxTRPzxPsxvXHN2uNUVqwj/f41OM7vQEcSQ4wHtln3/Mk/jbeTiz4nmpGaag4nvcDmnkpgyA7Ak/3DBIeq0cy2P7Na0YHx5OdwfP5PrOc6fABtWHUFl9xfySJvMuE3rh6bqlh3zWeZ7MPeiRBC3C4SAApxG6Q4naQ4P3zzfZE3n+GREZp9rRRE9gE2+VoZHhmhyJs/5TlZGday7sWGery5uQCEwmHqm5v45H33X/Ne/q5OwqZJWsrMJIVMZh7aT/jb37QCotdehme/c1UQeD3XSpa4Vm/cRQ9/AjM78aqWaYwMg1KoCQGtwmrnppSDOEcyMBTznd8zwD2nsid8hpXgMWq1dJvc4m5R5F7XGptk6AohPm4kABRiBrmys7lnzhx+8Zs3+fSDVv22V996kwVz58UkgPzNP/0jWzfex5LSBSilWHdvBbvfO8DsWbPIzspi93sHiY+PZ/mixQB0X7lCzZnTLJg7F2eyk47uLt54dxcet5vi/KkDy+mmTx6PmQ3Tp2quamf2YabKap2qv3DMd5PuYQdlSoHWjBbncbj0oN0L2Nx8P5x7xc7+vbygm7aSANVb61n9wVoS6tvsc6MB3bXudb2xSYauEOLjRAJAIWbY0498itd3vc3/8+LPAFg4/x4ee2BrzDGdPd0Mj4zYP29cvYaxsRCvvf2WVQja4+WPn3rGzvB1OBxcamzg4LGjjIyNkpmWTunceWxeX3Vbs0mvx+pKsQ939gYKch+65mzYbblH8QYKKv/shs4xKtfT9We/R6jmIHHla3E9+HXCp3/JiH8fBe4NXMzYyptVBSzrOMtJ1yI23q9IHzjIxVmrSHr8Eead+efxc28ggJ0YGE5+J0II8XEhreCEELZbzRZtbn+TvUeetvvSbqx4gYLch6y9clPMhpmH9sOpGpIq1hAqr7ih/W7XusfNnuee8xO+d6Lc3o9X6U3miG/ITtBY7UnmvdYhDAVex27ud379pu95q+M1DIO4miMMH3kPJr2z20FawQkhomZmakAI8TvN37XPDnSUcuDvsjKijcr1OL78Z1cFf+Fvf5Pw668Q+G/fIHzo+tnTH3aPycxD+wn/099ZQeYU5zX798Vk5Cqsv6NNTB3pAhL5Pi/uKJqr7zn5Hh9lvBOFD1Vb7+T1Vwh/+5vXvb4QQnwUEgAKIW7JweYg/3Csh4PNQdzZG+xAR+sw7kjXi6nE7g10oE/W3ND9buQe0eDS/PUv7ABq8nkF7g128GdqeHBeGt9YkYh35DLfWJHIJ+el2d+3he5FEXvPqe5xq+O96t3UHgfDEbtvUgghpoHsARRC3LSDzUG+tbcDQ8Grdf08t/E+Nla8gL+rGnd21XWXOmP3BoZRy66/N/Bgc5Ba/zBl7g+/x1SJJ83ePyaY9c/kOY6xvGQTBbkPkZIRjMnI9XcFOD58hpWuMtzZEzN2n6Ig3s2J+t20hVfRPHYfnpPP31ByS0HuQ/Z4r1DB9pZKysaC100EUWUr4Fcv3dZ9k0IIMRUJAIUQN63WPxyzjHrSP8zaVQ9dM/CLSYaofAie/Q6cPkHSvZXX3QM4VaC5dsmNBpcm5/MWRc5fjalX81y+iwI+PCN34vcHm+/j7y4twlDwckMH3/csZr55Y8ktBbkP0Tx2H9/b24Gh+iPP4LrmvR2VVST+z79l+OghWLIco3K9JJIIIaaFBIBCiJtW5k7i1boJhY3dSdc8dmIyRN3lH1rJEJUPYazdQILTSSgYvOa5Uwaa1wncJpdh2Ru3CKOv/4bPv5Ex7MstZ8E1Sr3cjmdIWHefHRRP+e4kCBRC3AayB1AIcdOihY0fL02/7owW3FoyRFSZOylmv971Ak2wgs3jqdvxPTIXo3L9TZ9/o2OIJre0Fvdz7PRf09z+5m17hok+yrsTQojrkTIwQgjbrZaBmWx8314SBfF7piyHYhgGTqeTYDB43TIwB5uDN9RB41plV27kfH9XJ//8ws/48tOfxZ2dc0NjuJkyLzf6DJPfyVT3aB67z363NzubKWVghBBRsgQshLitbjZBJHyoGvPE+1P2C4Yb76Ax1WxZQe5Dt6UDx1TXuNb9bvT8ycxD+zFP1TBasQbKK4DYRBJ3dhXNY/dNerfXn30VQohrkSVgIcRtNdWet4Lch1i15DtXBUijB/YQeu6vP7Skyo24lbIrH8XtvN/1aiNOfHdTvVshhLgVEgAKIW6rm9nzFqo5dnVJlVsUnS0rLfnqjCRL3M773WhtxNuxp1EIIUCWgIUQt1k0QeRG9rzFla9i5OV/v6m6d+ah/eiTx2OWjCfWCrxemZjbLVrmZXvLcEyNv6nGeD03WhvxZt6tEEJcjySBCCFstysJ5EZEEx4G3t2BWXv8hkqqRJdKowGj49nvcMi7wt4XZ2puaV/chyWBXMvE/Y7Re1e2Hr9qjDcSBJqH9t9QbcSPQpJAhBBRMgMohJhR0cLGeTkbKZ37BI7KKlTFuhs6d6pOH7Vxi26qzt7tNNWevNVTjHGqTiGTGZXr7dqI9Zdepq1zrxR/FkJMG9kDKISYMdGyJufrf8Tuw0/R0PL6TZ2vlq2wA6vokvGd3Bc31b2nGuPNaGh5nd2Hn+J8/Y/Ye+Tp69YYFEKIWyUzgEKIGTO5dIrPvwdX1uYbPn9ypw+jcj1r4Y7ti5tyT17B1WO8Ga3+3TdcXkYIIW6VBIBCiBnjzt5A3eUf2gGOx33fDZ9r98Qt3kBB5Z/FfHc7av3dqqnubVSut5d9b7aXr9e9iVPnvz9j5WyEEHcnCQCFENNuYpZutLBxXs4GivMfJXidXsBRv609cW9l3MX5j7Jp9Yu0de6ziz9vP9ZzS50/hBDiWiQAFEJMq6k6g6xdYrWCu1E303Xj4+RWx12Qtw2v+5NTvDvp/CGEuD0kCUQIMa1uR/eKme7ycbt81HFL5w8hxHSRGUAhxLQqcyfxal3/R8rSndwT97dh9g8++rhvx7sTQoipSCFoIYRtugpBH2wOXpWlGy0EHQwGr1n0eHzv4PTuf7vVQtA340aeZap3MtW7u1VSCFoIESUBoBDCdic6gVwrAJyqy8Z0BYE9b79B3WuvsOCx3yNry7bbfv0bfZYbCYo/CgkAhRBRsgdQCPGxNFP738xD+0n7/ndZ2XiJtO9/12rJdpvJXj4hxMeN7AEUYoYFh4f49c63OXvxAgCL5s3n0Qe2kpx07f1dp8/XcfhEDa3tbQSHhvhPX/xjPO7cmGNCoRBvvPsOtefOMBYKMa+omE9teZCM9PRpfZ7pMlP73/TJ42jDwDBN9E20brsZspdPCPFxIzOAQsywF17/Fb4OP3/05NP80ZNP4+vw8+KvX7vuOaNjYxR583nwvk3XPObX7+zkzIXzPPPY43z19/+QkdFR/vWVF6dlKXEmRLtsPF6aPq3Lv2rZCpRpYiqFuoXWbTdipp5FCCFulASAQsygjq4uPrh8mc98chtF3nyKvPl85sFt1F26SGd39zXPW7FkKZvXVzGvqGTK74eHhzlWe4Jt929mfnEJ3txcnn7kMdo7O7nYUD9djzPt1hY4+eqqrGkNmIzK9Qx8/a95v2geA1//65tu3XajZuJZhBDiRkkAKMQMamxtISkxkUKP1/6s0OslKTGRxtaWW75uS3s7YdNkfsl4gJieloY7O+cjXfduMbaigncXljG2ouJOD0UIIWaE7AEUYgYNBgKkOlOu+jzVmcJAYPAjXHcQh8OBMyk55vO0lBQGrpPVGwqFCIXD9s9aW0UBlFLTni0avb5S6qa6gkyHzp53mJX5Jp09bvJcn71j45iud6K1tn+3QggBEgAKcVvsrN7HOweqr3vMf/z8F62/TBFXaTRqqi8+Ij317Wy73zsYM+6E+AT+6it/itPpnLFyIcnJyR9+0DRqaHmdE3V/Qnqa4kTde+S6XBTnP3pHx3S738lMlvcRQvx2kABQiNtg7cpVlC1adN1jZmVk0tbRweAU/0UcCAZJTbl6ZvBGpaakEg6HCQ4PxcwCDgYCFHm91zxv05q1VFWstn/WWhMOhQgGgzMyA5icnMzQ0NAdnZ1qbN2JwgEqjMJBY+suXFmb78hYpuudyOyfEGIyCQCFuA1SnE5SnB++ub/Im8/wyAjNvlYKIvsAm3ytDI+MUOTNv+X75+fm4jAMLtbXs2yhFYj2Dw7g7+rkoU33X/O8uLg44uLG/xnQWhMIhWZkyTC6xKm1vqOZyq7ZVZy79AO0VqDCuGavv2Pj+bi8EyHE7z5JAhFiBrmys7lnzhx+8Zs3aWptpam1lVd/8yYL5s4jZ/Zs+7i/+ad/5PT5Ovvn4NAQPn87Hd1dAHT29ODztzMwaO0bTEpKYlXZct54dxcXG+ppbW/nxV+/Tm5ODvOKp84cFpaC3IcoW/Aj+gfWULbgR781fYaFEOKjkBlAIWbY0498itd3vc3/8+LPAFg4/x4ee2BrzDGdPd0Mj4zYP5+98AGvvLnd/vnnr/0SgE+sq+KBqg0APPyJBzCUwc9+9UvGQmPMLSrm87/31B1PsPht0By6j6PDLkpCi1h6pwcjhBAzQHoBCyFsH6dewDMl2qcXbYIy7mihZukFLISYKTI1IIS4q0X79KIM6dMrhLhrSAAohLirlbmTMDWgTenTK4S4a0gAKIS4q60tcPKNFYl4Ry7zjRWJ0qpNCHFXkABQCHHXW+mKY97wGVa6JC9OCHF3kABQCGGbyYLB0VqDH4cixUopEuIT7niCxHS/k4/DuxZCfDxIFrAQwmaaJsFg8E4PQ0wTp9MpZYGEEIDUARRCTOKMdDSZ7tmw4ZERvvODv+ebX/szkhITp/Vevy1jma5xyMyfEGIyCQCFELaZnB1SSjE6NopS6o4vvX5cxjJd47jT71cI8fEjawFCCCGEEHcZCQCFEEIIIe4yEgAKIe6IOIeDT6yrIs7huNND+diM5eMyDiHE7z7JAhZCCCGEuMvIDKAQQgghxF1GAkAhhBBCiLuMBIBCCCGEEHcZCQCFEEIIIe4yUghaCDEtgsND/Hrn25y9eAGARfPm8+gDW0lOSrrmOVprdu2v5khtDUPDwxTkefjUlgdx5+TYx/zo339KfXNTzHnLFi7is489bv/83vFj7Dt8iIHBQdzZOTy8+QFKCgqved/LTY288c4u/F2dpKemsaGyksrylTHHnKqrY2f1Xrp7rzA7cxZbNmxkSemC676D2z2OYydreeXN7Ved9+2/+K/Ex8k/50KIGyf/YgghpsULr/+KvoEB/ujJpwF49a03efHXr/GFJ5665jl7D7/H/qOHeWLbI2RnZfHuwQM8/+LP+Isvf5XECa3RKsqW80DVRvvnicFP7bmzbN+1k8e2Pkixt4DDJ47z45de4M+/9BUyMzKuumdPby8/fvlFKsqW89Qjj9HQ2sxrO94iJTmFpQusAK+xtYWfv/YqD2zYyOJ7SjnzwXl+9tov+eof/CGFHu+UzzId4wBITEzkL7781ZhzJfgTQtwsWQIWQtx2HV1dfHD5Mp/55DaKvPkUefP5zIPbqLt0kc7u7inP0Vpz4OgRNq1dx5LSBeTmuHhy2yOMjY1x4uyZmGPj4+NJS021/5M0YVZx/5HDrCpbTkVZOa7sbB7ZvIWM9HQO1Ryf8r6Ha46TmZ7OI5u34MrOpqKsnFXLyqg+csg+5sDRI8wrKWHTmnW4Zmezac065hUVc+DokWu+g+kYB4CCmGdPS0295hiEEOJa5H82CiFuu8bWFpISE2Nmxwq9XpISE2lsbSFn9uyrzunp62UgEGB+8Rz7s7i4OEoKCmlsbWF1+Qr78xNnzlBz5jSpKSmUzpnL5nVVJCYmEgqHaW1vY2Plmphrzy+eQ2NryzXHOvGeAPNL5nD0ZC3hcBiHw0Gjr5X1qyquOubAsakDwOkaB8Do6Cjf/eHfY2qNx+XmgaqNeHNzp7ymEEJciwSAQojbbjAQINWZctXnqc4UBgKDU58zGAAgLSX2vLSUFK7099s/ly9ewqzMTNJSUvB3dvLW3t20dXTwpac/SzAYxNSatJTUq67xwbXuGwhMcc9UTNMkMBQkPTWNwcHBKcc1EAhMec3pGodrdjZPbHsEd46LkdERDhw7yj/+20/4+h99meysrCmvK4QQU5EAUAhxw3ZW7+OdA9XXPeY/fv6L1l/U1d9pNGqqLyaa9LWe9FHF8nL777k5LmZnZfF//+u/0NreNh5wXXWND7nvFMdbH0/4QqlJx0z5iB963Y8yjkKvl0Lv+KxqUX4Bf//j5zn4/lEefWDrh41GCCFsEgAKIW7Y2pWrKFu06LrHzMrIpK2jg8EpZscCwSCpKVfPDAKkplqfDwwGSE9Nsz8fDASueQ6A152LwzDounIFd44LQykGBmNn2QYD17lvSgoDg4FJxwcwDANncnJkbKlTXPPa43I6ndMyjskMpcjP89B1pWfK74UQ4lokCUQIccNSnE5cs7Ov+5/4uDiKvPkMj4zQ7Gu1z23ytTI8MkKRN3/Ka2dlWMu6Fxvq7c9C4TD1zU3XPAfA39VJ2DRJS0klzuHAm5sXcw2Aiw3117xGkTf/quMvNNSTn5tn77sr8ninOObyNa85XeOYTGtNm99/1VKzEEJ8GAkAhRC3nSs7m3vmzOEXv3mTptZWmlpbefU3b7Jg7ryYBJC/+ad/5PT5OgCUUqy7t4Ld7x3g9Pk62js7ePmNXxMfH8/yRYsB6L5yhV37q2lp89HT20vdpYv8+69exeN2U5xvBVbrK1ZztPYER2tP0NHVxa937aS3v89OInlrz25e/PXr9hhWl6/gSn8f29/ZSUdXF0drT3Cs9gRVFZX2MetWVXCh/jJ7Dh2ko7uLPYcOcrGhgXX3xiaGTDQd49i1fx8fXL5Ed+8VfP52XnlzO74OP5UTEmSEEOJGyBKwEGJaPP3Ip3h919v8Py/+DICF8+/hsUn71Dp7uhkeGbF/3rh6DWNjIV57+y2rELTHyx8/9YxdA9DhcHCpsYGDx44yMjZKZlo6pXPnsXl9FYZh/e/ZsoWLCA4FeefAfgYCg+Rm5/CFJ55mVqT2Xv/gIL39ffY9szIz+eITT7H9nZ28d/x90lNTeeSBLTG194ry83nmscd5e99edu7bS9asWXz2scevWQNwusYxNDzCq2+9yUAgQFJiIh53Ll/5/c9RcJ1xCCHEVFT3gKnv9CCEEEIIIcTMkSVgIYQQQoi7jASAQgghhBB3GQkAhRBCCCHuMhIACiGEEELcZSQAFEIIIYS4y0gAKIQQQghxl5EAUAghhBDiLiMBoBBCCCHEXUYCQCGEEEKIu4wEgEIIIYQQdxkJAIUQQggh7jISAAohhBBC3GUkABRCCCGEuMtIACiEEEIIcZeRAFAIIYQQ4i4jAaAQQgghxF0m7k4PQAjx8WGapv13pdQdHIm4nbTW9t8NQ/53vxBCAkAhxCTBYPBOD0FME6fTeaeHIIT4mJAAUIg75L3jx9h3+BADg4O4s3N4ePMDlBQUXvP4y02NvPHOLvxdnaSnprGhspLK8pX298dO1vLKm9uvOu/bf/FfiY/7+P2/ulIKp9NJMBiMmaG6Ezq6u/jXV17mC7/3BK7Z2Xd0LB+n9yKE+N318ftvBSHuArXnzrJ9104e2/ogxd4CDp84zo9feoE//9JXyMzIuOr4nt5efvzyi1SULeepRx6jobWZ13a8RUpyCksXLLCPS0xM5C++/NWYc28m+JvJZV+llP2fOx3oaK0ZHRu94+OA6X0vsqwvhIiSAFCIO2D/kcOsKltORVk5AI9s3sIH9Zc5VHOcB+/bdNXxh2uOk5meziObtwDgys6mta2N6iOHYgJABaSlps7IM3xcHGwOUusfpsydxNqCO7vE+XEaixBCXI8EgELMsFA4TGt7Gxsr18R8Pr94Do2tLVOe09jawvziObHHl8zh6MlawuEwDocDgNHRUb77w7/H1BqPy80DVRvx5uZOz4N8DBxsDvKtvR0YCl6t6+e5ja47Fnh9nMYihBAfRgJAIWZYMBjE1Jq0lNiZurSUFD4IDE55zmAgQFpKyqTjUzFNk8BQkPTUNFyzs3li2yO4c1yMjI5w4NhR/vHffsLX/+jLZGdlTXndUChEKBy2f44uOUaXIKdT9PpKqVvOTD3ZMYyhwNRgKDjZMcL6opufAf1dG8tkWuuPxfK2EOLjQwJAIe6USfGVRqMmf/ghx1sfW18Uer0Uer3290X5Bfz9j5/n4PtHefSBrVNecvd7B3nnQLX9c0J8An/1lT/F6XTO2H6x5OTkWz53dVEmvzjXbwdeq4sybinTNTEx0f7zVjNlb9dYoj7Ke5lMa00gELht1xNC/PaTAFCIGeZ0OjGUYmAwdrZvMBAkddIsX1RqSgoDg4FJxwcwDAPnNQIFQyny8zx0Xem55lg2rVlLVcVq+2etNeFQiGAwOCMzgMnJyQwNDd3y7NRKVxzf3uTmRPswy3OTWOmKu6UyNiMjI/aft1oG53aN5Xa8l8lk9k8IMZkEgELMsDiHA29uHhcb6llSOp7AcbGhnkXz75nynCJvPucuXoj57EJDPfm5efb+v8m01rT5/bhzcq49lrg44iZkCWutCYRCM7JkGF3e1FrHFKC+WZXeZCq9yTS3v8mRk/twZ2+gIPehm7pG3PuHuf/cCeLen4e5ZdtNj6G5/U38XfvwZm+gcqV171t9ptv1XoQQ4nokABTiDlhfsZqXfv0a3tw8irz5HD5RQ29/H6vLVwDw1p7d9A0M8NQjjwKwunwFB48fY/s7O6koK6extYVjtSd4+tHH7Wvu2r+PQo+X2VlZjIxYewB9HX4e2zL18u/vkub2N9l75GmUclB3+YdsrHjhqiDQPLQfc8d2UGBseRijcr39edr3v8sqQH3/u5jpGTHf6ZPHITEJRoZRy1bY393MvYUQ4uNGAkAh7oCyhYsIDgV558B+BgKD5Gbn8IUnnmZWpAZg/+Agvf199vFZmZl88Ymn2P7OTt47/j7pqak88sCWmBIwQ8MjvPrWmwwEAiQlJuJx5/KV3/8cBR7vVff/ODnYHKCmbegjlU7xd+1DKQdah1HKgb+rOiYIMw/tJ/ztb9o/hw8fgGe/g1G5HvNtq3h2dMHbfHu79Xn0HKVAa+vP1162z7vRe9/4e7BKyJTnJbO5VLKHhRDTSwJAIe6QNStWsWbFqim/e/LhR676bE5hEf/pi1+65vUe2fwAj2x+4LaNbyZUN/Tz7G7/Ry6d4s7eQN3lH+JtzCSn1YkrPheWjH+vTx6PPUEp9KkaqFwP11jp1iePg2FAdBlWazCM8fMiClvySDrgptMbpLWoF3d21U2Pf3IJmcTERFa65J9nIcT0kX9hhBDT6nrFkd9vDcSWTvEP31IAWJD7EFsSvs2st15BGwp16hXC/mR72VYtW2HN3kVpTXeBiQtoWDxI0ZHxLOyGRYPMA/scrUBprD9NE7W0PGZpeNZLr5BpuCg9pbnyZ/8F1y3M/tX6Y0vIHPcFWOm6uiOMEELcLhIACiGmzYcVR17pTeHFU9128LPMnXTL95rdpDANAxWZsTNf+inaMFCvvUzDpgriivpICsYx7AxRv+AKvtFn2dg+n/PZJ1Bz+nD5UujwBDifU8s8oLW4nwtb63H5UgnFmWT0JJHoLKdlz/uUV78yvjQMKNOaHZzdfGt1+8rcSbxaN15CZoVn6mxwIYS4XSQAFEJMm8kzW5Nn+KqK063SKW1DLIvMEEYzaj8smzc6CxdNzLhqlg9rxs4EincfwVTpGFqxb2s9Cig/6GVo+FfMuVRE4eUmNJrCy5mMHiyEjTC075e4fKl0eKxyPYtr3JjqMjn6MiZgaKsSowIrGIzMDk41tmuJPmtB9gae23gfJ/3DLM9Lpqo4/ZbL0QghxI1Q3QOmFIgSQgC3v2DwxBlAU8NzG10UxO/B37WPvJyNlM59wuqMEpm1m5hRq3X4mhm1doJGZI+e8eTn0I2XCZ07gdE/aBfHji7raqVRWmEqja+wn/zGDEylMbSiJ8PFrL4OFNZ2wHZXCflf+RPC3/6mfUxLUR+eJiuANNEYKPvaJhqdlkLcsgpUdg4kJmG+9FN7bI5JSSNR13pWwzBwOp0x7+V2SUlJmbEC30KIjzeZARRCTJu1BU6e2+jipH+YZe4kCuL3xJRMSUxMxJW12T7+RjNqYxI0lLICLsCqiDge8LUW9dOXNRyZvbOCuSEzB1ONYmiFNgyGkzSqbzxYbCyahTpwhBxl4NAmprL+N7IRCSANrWia00vh5czxYHAgiD6whzBggD0jOFXSyM0+qxBCTAcJAIUQ02ptgdNe9j12Ojbo8fn3xASA0Wze6DGTM2pj6vJFAixMc3wpFiuQu5I1zJlV7fiK+9Ha+iavKQ1fwQC1WRXMb27EVGCYJhcqRrjS4ievKY22wgEur21msDWPzdokrBQODb2zRlD0oYH6BT20FA3S2HiFxcdymdWThNLWjKCBspeH7QA1IZHwP/3dVcvBH/asQggxnWQJWAhhm+6esZOXPR/c8CtcWZtjljqtfXHVuLOrKMh9KCbom7i0ajz5OQau1NHQtZ3FNe6Y+7yzpZN3PQ/RFV7KI23/zMO7HPbs3S82Z+BynCDHl0anZ4Cm+SXEjdXa54bjynCEasmrz8Td5sTHMjadarPPr95azyHvCnrNeaxsOcundwXGl5gjQeCZcj/F2Q+TNmvBVWOeWFB68rMCsgQshJgREgAKIWzTHQDCeICXl7PB3gMYOrhvyqSJyXv9opm3GhhZPp/zz7iou/wjPA0plNRlAeMzdIYyaUn+R9a+/RKrz3XZS7gnF4U5t64OQ1mzkMlpmwn270BrhVIaZ/oWhgbeQeswGgeLDt/PktoODA2m0nywpJufr7wflbyGheZ/IK8+A3dbCmMOk/iwQYdnEF9xAK97K0tfDpJ+7sp4osiEmcFr7Q2UAFAIMRNkCVgIMaMKch+ykx0Awoeqx4O8SZ02Ju/1s8uuAEknLtBdFAe5YVqKAviK++kPe0k1rOBP42Bxag09Rj6G7rZm57TiUt5sDBXG1A4MwvQlPEHf+SWUd9RQ4ypn8SeXEex/2/pehanNSmeZ7rBnAFP743E1uJiz/gR9nQ7aSvpoLR5g0PSQ7mhB40ARRh/eT8a5kvEHj3YT+ZC9gUIIMRMkABRC3FG6dkKQNzkwiu71iwR/gfwUnC1Wlq+pNMU1p0lM3ULIYTI25qIrNw+j9G8is3lhct8Nsfx0LRowUJwu9xOaW8vJkS/hYAR/eBWefXF8q3oXpoK1Z3fxYuZK3k37Pm7HMcIksmz+8+yLz2ROXSb5jRl4GzP4WuMudmVvQ80Oo7UivzGVkcYNjMTFUWScp9XdQU7bqB00akDdsxA+OGc914SSMUIIcSfcWtVSIYS4TVTZipiEjom19MyXfmoHf4Pb1tK4LtEO/gytmNPkYO25djae6mRT3Rm+tmcXnoZ0UOBpSGf5wWOR7F7QShMfMjC1gzhGODbylzSHNrGu8+3I9awl3rmNv6EltIljI39JHMOY2kFbce/4eCN/Zh86CYCnMZ2qHSXcX3eGbadrWXRyiK070wnHh+1lZwX4vf2RC8gSrBDizpMZQCHEHeWorEI/+x30qRrU0vIpl3810Hv6N5z+ZDPdW1PI9eeR3DOCpzk9MsNmLbyaClxtafiK+8lpTYut2acVYw6TFe+5Ufl5HM20grkOzyBGXSSLVyta3QN2VnF7+F42N76Oy5dKcjD2n8sk1YupHbh9KRNm+iKZwErjCDl4Y/MYiwdKaM6sZk5dP5o0lEaWgIUQd5wEgEKIaXG9HsCTGZXrrwqGJnb2UEB+YwZ59T34igdpLC2g6PwR8psyYjNwtaIjbwBQdHoHWHA62w4Cm+b0suSEm7BSlJ7awaxtF7gYmMOiC7GJFnEt6fx5w3cJFgdpHp5L1Z4Sq2RMJF0uWi/w3bmrma324/cEKD2Vc9U4Oj0DXFn1HNVDByk+o/A2po/f5CMuAd/MuxVCiKlIACiEuO0+rAfw9ZiH9tN64Agn3QtZW3QPqY0fWJ8rjcuXatX2O53BiO9hjiy/REa4mTGHJj6sOJKzhoTiWkDhK+6ndu0q8i818kFuP/EhN141ikNrTKVZfPoEWxuttm4ACkUY2Ha61prRq1O0FJ0grDIj58Cl/DgC2sPs1FxKsxPpAnzF/VRHegZHx9HvKMDZ8RiX9sUxOtegImaWEAJF9/BC3CI2bn+HUt+ZD20Zd7verRBCREkAKIS47abqARxtAXe9Hr/Rsi85ymCL/mXMd4ZWdHgGyavPYMO7FwlHOnX84L5n8Bd34A+vItdxlIWRLFxPQyZlB49hKsUav+Z0eQcO7YrM5lmN36JBGYCJwoGOFHJWkQ4gyg4YDa0YzW5leU0IbbRQUGdSvTUTX3EvLUUBDnlXMGAW4G5w8bU9uwir06zUJ/lZfBH+PGuWEKzZzNTGD/C8/L8x/3QtYcNATcp+nmhyb+QP668shBA3QpJAhBC3XZk7yQ5QTA1zk/ay98jTnK//EXuPPE1z+5tTnqdPHseMBHY68n9g9ehtKbLKrbjbUiIdOkzCyqDU30aSA2YlGsz33heZx1O4fE7CSmFEArj4kGLf1kbOLkviTLkfhYoEelYA+EFBKm8sKcMAexm3L2uIPQ+n88GSbqq31hMXcmAqUKbVJcTlcwIKQ4UZSnyS0bgK1nTXxoyvsH2YtpI+Wor67Ocxlaay7T3CSqEmZj9PEi2cPfG9TX63y9xJ0/AbFEL8rpMZQCHEbTe5B3BC32E6JvW9LfI8DFh1AM0T71t7/hKTMLRpzcJF8m2js2/1C3oATYdnkNJTOfYMYGLhdubGBYCfsnjWX3DlWDouXyqhONOavcOa0RtzaNqKezk1sp6v7RkmMvFHe4nm0vz6SPHo/ZxLuoeFx5LRChbXuNkzr4ratdXk1WeS2h+PobHvndqfQF5DOm3FfXx67mXOXPj/EfBk4jhVZAeBuuAQOjL+/MYM+3l8BYNkdTuthJPInkDz0H7MUzWMVqyB8oop+wWvXfJQzLuV2T8hxK2QTiBCCNt0dQKZ3AJuY8ULFHkeJq7mCIH/9o3xOoBgl305U+6n2zWE25dCh2eQ1qJ+6ysMwhcextm6kCHvOYz5b9izfgUtc1j7RqodZDXmJFPUORQJKOEH923G0+bg0Q922rOMrUX91C/oweVLpcMzyJy6LDyN6SgU2jD41fwt+PJCfG3PLvs67Wlp5A4M2PfZt7UB/9w4zPAVwCSvIZO45pU05Kag5m23ClNr8DZawanfE0ChqdpRYj+v8eTnYtrGxX3ru7QU9l313q61fH4jpBOIECJKZgCFENOuIPchNla8cFXf21DNsas7fWiNNhRxIcOuuWcVdraWgr0NqYz6UulwJFDUPowZn4KvuB/QzG4awlQp1tIumqLOofHSLGhK/W0ccG3h8fM7ACvxI78xw56Zi+7Ti1KmySnXQpa2nbWDP42OBH/jewXdvhRai9owlMbTkIHL5+SS4cXlC5EYn0prsRW8thQNAOD2pZLan4A2FMq02sOZ7x+aUBDbgT5ZQ0HFf5zyvQkhxEclAaAQYkZEW8BN9IFnMUWmiTYMay8cQOTv4XhN1Y5iOzDbt6UBpaxZszBncXDGKslytoTqrfX4ivvx5wUpPaXs4MxK4xivz9fvbcBZ+GMuNMQxrzlkFYiO7MuL1vHDPge6Fs4hef6P0YljGOfHS8BEawaaSmFo8OcFIsFfOlU7itFoSqnFRGHUWeNrKRogvzGNqh0lE5JPxnsDGysrMS9diLyLMOfzFrHwGu9NCCE+KgkAhRB3xMHmAM92FFC54Rss9Z9jdUkm3ivNDA37ubygB8fZTnS0dIrSuNtS6AovIaw6cWgrWFSROcKSuqzIErFJrbeAxKF48pwBMlr8McflOE4zFt9P+6J05jeXxGYBT/H3usJ3KIzvZ2wuNF0uovByph0EjmQnE/SUcdAcYl5bJwCuthS7HqDVfk5jKoVqrsQofpuSc1kTgkfNlflJJBUtI23WAhgZxvfg0xyu7+WUeyGHrszhueag7PETQkwLCQCFEHfEifYhDAWHvCu4p/sSnrdewFSQpKE7t4GsuORIIBXt4qHxuwdxnDXtTh0TeSMt2cK04ECjr1ifRwM2U2lyInUEfcX9nCn3k9eUxkD6KOFQOs4hTTBZEZzdReaVxKuuP+Qcs4tKAyR0DZHYdYhtQFi5KD1l7Vu0xxw5ztCafk8LefUZ5Ddl2NcztOJsyXmgjqqXrL2AHq0ZWfwoh7wrpMSLEGJaSRkYIcQdsTw3GVNDZetxnj7zuhXUaatnr8uXgmPMwMSavTPReJpTyXGcZt+WRlqL+gCIZrBZSRxpmAor+JtwrYm9gzs9g4DVJ3hxjZvM7mSK6jMpbjbI7XJQ1Gyw5ITL6jrSZAWUngarg0eHd9BuKwdElo8j9QMjhaIdIYddYiZaYPpMuZ++OXXMPT/rqrI2vuI+XL5UTCJ7H4Gnz7xOZetxKfEihJhWMgMohLgj1hak8L0HC+EfX0YrhdLanu3zewZRwILTOYQBB4pZPU6qdlj76Q482EzowjLcbakkFm6npcjKXC49lR05Hnsp9ky5H2WU80rKU7S6+pg39kvmtgQJqxEc9lKtFZQ5IBJ0WjN0YaVIbllAk9fJu67Habh/H5suvR9TzkWhIyVfNJ2eAVqKAvS4gow0PUxH3iCO+afJb0jF2zg++6cgUtYGu6xNdFZTK8XvhevZtumTVHqTZ+rXIYS4y0gAKMQd8t7xY+w7fIiBwUHc2Tk8vPkBSgoKr3n85aZG3nhnF/6uTtJT09hQWUll+cqYY07V1bGzei/dvVeYnTmLLRs2sqR0wXQ/yi2rKk5nYMtaQu+9jlagtNWz1+1LxZ8X4NXNKVQeD5N7ZcQu6OxqS8NX3M8+7ydodm9iW1se5ftPMLp4NT+4b4TN3T9nzGESHzbo8AzSVhIglOLhkG8FhKA5tIl8/TKr9OsxS8nRP6PLIibg0JoLeiu7h54A4GLhUeLnN+NtsGYcOzwDaG3gbnNyUW8msXEx5tgg/+b9BM1ZmyiM280mXsftS4tpBVebX0BtfpiyhiZcvlSa5vRSeDkTIoHwvds2EipIwTRj+xQLIcTtIgGgEHdA7bmzbN+1k8e2Pkixt4DDJ47z45de4M+/9BUyMzKuOr6nt5cfv/wiFWXLeeqRx2hobea1HW+RkpzC0gVWgNfY2sLPX3uVBzZsZPE9pZz54Dw/e+2XfPUP/pBCj3emH/GGOSqr0M9+B32qhvaBIxS+02Bn/lZvPc3FVQaet4vQkcxeX0klY9mfpPlyBZUtx/la9S5MZWCcfYO0J++hprQdhYmnwaq5B/BvrmX2/T5X+zLPnH0dGA/6xku8WJ9FZxFNsI/9adkTtIfvZXPD63bwZ5WfsU7atqPWyuCtM7lYlUFrATSFNjGW/Ty+op9wz6l+OwgcWLyPjPoHqHrXYX82uG0t6fH5GGUrSFh3H6FgcPpfvhDiriUBoBB3wP4jh1lVtpyKsnIAHtm8hQ/qL3Oo5jgP3rfpquMP1xwnMz2dRzZvAcCVnU1rWxvVRw7ZAeCBo0eYV1LCpjXrrGPWZFPf1MSBo0cofOzxGXqyW2NUrofK9eT+098RUo0YGkwFOb40ate2Ur3VtAs1v5j+R+Tti+Nvwi8zu/GstYSrrXZqRe3DXJxlRsqxlGAqKD2VQ7ynhvfvaWKWcYFnzjbGzPxFS8SEFTi01QbOQezS8DNnXyfdaCTrisGa1uh1s+3yM26fM1LTz6pn+BcNr3OBZhLDo7zbFiS+tJp9WzJwt0WKWhcHmFfdG1k6BlMp0uPzcXz5zzAM2ZothJh+EgAKMcNC4TCt7W1srFwT8/n84jk0trZMeU5jawvzi+fEHl8yh6MnawmHwzgcDhp9raxfVXHVMQeOHbm9DzCNugs1s/T4nrq0/njyGtLtzF1TO6i6+A6/X91oz9rZTJOOvEHAsBIrJpR1We2rodIHLYX9mKRhTMjxVVjLzql9iQxkjFB0OdPO9p1Y92/b6Vo7scOwk1VS8RUPEF5UijrVE1nG1iQ3X2J58yU0ioVo9iVk0lbSS1tJX6SYdTrJfcl28oihNWpp+cy8ZCGEQAJAIWZcMBjE1Jq0lNSYz9NSUvggMDjlOYOBAGkpKZOOT8U0TQJDQdJT0xgcHJzimBQGrtPaLRQKEQqH7Z+1trJUO7q77L9PF6UUiYmJmO9Vk7BnJ4NDl2hz1hEoSiYp6CC7M4W8pnS8jRn2TJuhwuT4UscTPSYEaK1F/ZzKrAWwC0Lb98IK2FDjXUEMFEPJY3TmBez6flndyZFgMIGQw8TVkWonk0wsATOxNA1oLpSU0r31Zyw+lktmd9KE4NFaRna3OWkt7sdQJp76dKreLsFUTYCiJzvAsDMEe/9vXL/+BShF/+ZPElxaftt+B0opXLOzb8u1hBC/GyQAFOJOmVRobmLtuBs93vp4wheT+rxOVS9vot3vHeSdA9X2zwnxCfzVV/6Uf33lZUbHRq9z5u0xz+/jM8cPApAFZOEen31T4wWTXb5UWosGSLi8BtdA71XBn0LRlzVM2QEvZ3OL2JU/l3TvFcpam+1uH0or6hf00Jc1TOHFTNIGEkkcjrOSLxh/j4WXM+3Zw2gwOJgxGlMEOlrmpX90Ee8G/pr7P3iLnM402gr7yepOju0YgsLsnUfG5Uz65tThbhufnTTRZHdGikc3tgKt1oupOcr2FWu56Pbclvcc/b0KIUSUBIBCzDCn04mhFAODsbN9g4EgqZNm8KJSU1IYGAxMOj6AYRg4k61SIampqVNcM3DNawJsWrOWqorV9s9aa8KhEF/4vSdmZAYw9YWfTLkfz5zQLcPQCn9eAG9jGlW7ApjKeg8Tg7+mOb0srrGCxwWnA4wsKua1OZ9geevf2gFl05xeSuqyyG/MiGn/NpVocBYNBrO6nbRnm8SpIbI7U+xx7Zr9Oe47fomnzvowmW3fZ2KwCFDa0sfC5niqt1rZzaWncsazgu3OIePHa6XYljOb4NOfvW3vWgghJpIAUIgZFudw4M3N42JDfUyJlosN9Syaf8+U5xR58zl38ULMZxca6snPzcPhcFjHeLxcbKiPCeguNFymyJt/7bHExREXN/7PgNaaQCh01XLhweYgtf5hytxJdmeK5vY38Xftw529IaZXrXloP/rkcdSyFVZyxzUYhkHc+o0E3vyV/Vm06LOBVb/PEXLQ6RngsHcF5Qc9hNU5HNrEVBpfYT+B9FE6PIN2MWUjkrzxzNnXefFT/xXHs9+heffLXBltY9mRq2dNrzfrGl3GjQaJ7i4DRQoX13nIc3rxzdtGbkOAZ6pfjySMWGMPpoxRvbUely+V1P4E8prSIzUFDUaaHqZmjQ+19Tg5vjTCcWEW17jtINB+D1qTWrmOtOyca74/IYT4KCQAFOIOWF+xmpd+/Rre3DyKvPkcPlFDb38fq8tXAPDWnt30DQzw1COPArC6fAUHjx9j+zs7qSgrp7G1hWO1J3j60fHs3nWrKvjRv/+/7Dl0kEXz7+HshQ+42NDAV//gDz/SWA82B/nW3g4MBa/W9fPcRhcF8XvYe+RplHJQd/mHbKx4gYLchzAP7Sf87W+CYcBrL8Oz37luEJiw7j5GvvVdwm/9mqGRDvpmDZEal4dv3jaOZnaR6zhGW3gVexpWE8w5zua6M5GsX2s511fcj6chndT+BDv4s/bdKUpazvCj8i9T9gffoeLH/x1N21XB3vWW3CcHh9EizffkrOfwg39MrX+Y5Uf+GROFEQktDRThONNOWllyJBdvYwamUji0yYHsLRwdXkHOisME7j1Ge3gV5rJmci8dJTmjmLQuBUrhfPQzhMorpA6gEGLaSAAoxB1QtnARwaEg7xzYz0BgkNzsHL7wxNPMitQA7B8cpLe/zz4+KzOTLz7xFNvf2cl7x98nPTWVRx7YYpeAASjKz+eZxx7n7X172blvL1mzZvHZxx7/yDUAa/3DGApMjd2fNiFpH0o50DqMUg78XdUU5D6EPnncCv5MqyyLPlUD1wkAwaoDqCrWkQakRGYPAbqHwgyFRhiNDzP1YrSaUO5lvD2blR2s+U3yfI6e7+fVun7+r64RJs6tTt4/OPXVo7OE423flNa8kzKf/xUJiFud86lAT6gjqFlc46bHZdXws5alrSzfny96lMP5Kyhw7ObKleN0J61hw4JHWB53HN2bYM+YGoZBgtMpdQCFENNKAkAh7pA1K1axZsWqKb978uFHrvpsTmER/+mLX7ruNZcuWMjSBQtvy/iiytxJvFrXbweBy9xJuOM3UHf5h3YQ6M6uAkAtW2HN/EWCwJspbRKdPTQVzNcvU7G1npaiAMbYv1IQ933WdR4eT55QmsLuEoZHOmI+8xUOEEgfYdfsZziSt4LlCX+HN24/7akl3MN4MPdhwR+MB4lqwnlHC4s5l/oP3D9mcmHs0xzJ38QP7tvMM6deZ1ZPspUtHElaSUpwYSrTHluOvkRB3G7ud34d03RgDP2EIy9c4N49u6zyMdEZ07UbPsJvSwghbowEgEKI61pb4OS5jS5O+odZZu8BfIiNFS/g76rGnV1l7wE0KtdDpKuHWlp+3eXfqPChaswT7xNsqCFhQjCX40u1a/+5Hcfo8Axi1I0niGSMZOE25mLoi3aXkPoF3bQWB4hL6GH5wN+xLPF58urT2VCbGFM3MBrcdboHyfGnXhUM9qcPM5oYJrszJaYryL1NDQw3WCVpCuL38m7w+8Qv7eZ0YicbdhTZwai38DHCl89h6Cv2PsKOvEFyHUcxtQNDhTG1g3Wdb2MqZT/z8K//hZRTNYxWrIHyiqtflhBC3Caqe8Cc3lQ/IcRvDa01gevUDbydDMMgruYIgf/2Dat8TSTrOBpEnSn34xhz0Okd4JC3nF5zPp+t3W4lTUSXcBUoDU1zs2ic977dl3fX7GfIWvIWauwM5Qc9zD+VHbNHEIjJDo6Wgok6U+6PvQ/jtQQ/WNLFibU+NAoz9Y+48n5mpP+wJj6sGEkuZ9mRFnts0Wv84L7N+Ir7eLDtJXJa0+j0DgBQtaMkNgkkMnsa963voirW3dZ3npKSIhnBQghAZgCFEHdQqOaYHfxFgyxfYT99WcPW/jmlWXA6G73lBG0lewmOVmKqIat8ClaAZaIZcp6nYewBPvfuRcJKUap38cukxWTr5gkJIuP7/iCStausrN0z5X6KLmYynBTi3IoOXK3jtfpi9gtqRUp/Ap5IdxLnB9l8ds9bhJULh9b89P55VHS+h1bZkdIu1nJzWCnKOk6xLPGQvWdxwels9m1puCrYtPZPOtAna257ACiEEFHSdFIIccfEla+KCf60gkD6KJk9SfbSqak07rYUtIbh/LNWn2B7b541izfm0Mxt7yWM1UIujKLkdJCqHSXkNaUDsfv+FOM1BrPbnSyuceMcTCC7M4U5dVmE4s2Y4M+csETsabIST1IuLUF/oDEj9zRRzG2/wphjYl0/rCVkrdEFh2ICSxPNkvddZPQkY6oJS9BKgRlGLZPWcEKI6SMBoBDijklYdx++Tz5jl25RGhKzt+FtzLADIqsQ9CBKQWvxIK9uTqE9y9rTpyIdQ+LDihFHPI7I/J4DzZz+CzFBZFdOIGYGMJhk/Tm702nfB8DTmM7iGjfdaUZMN4/unEDMrODyC4MkxrdPKAGjuWLkEx8eDxhNoCVrNj+7v4jW4kE6vIN28GegmNXjJL9xvE4gQO+ySlL+59/iqKyawd+EEOJuI0vAQog76jdrnqY1kMtS/zlOuRfy6aGLaAOUac3wtRb101bSb/cIGZt7kIuOTDw7ijAjyR9HctZctfSa3p9k38PQihFnKKbrRuqQEdt9Y8LsIEDWgFWDb2I5mGiQqFDkN2YwVHDGDuZMNInhELvcz1DKrvF2cvceI2v1F+nzm7QWDVC9tZ7Fx9wTsoYVRzzltKW6OOVeiHfzJv5iXYGUgRFCTCsJAIUQd9Ty3GR+4bUKYC/1nyUn4TLKHE/S2D13Jf3nP8O24GmCJaOcnrWPtuJeqrealNRlAVDg7MDvCVJ6SsUssUb3/g2mjdI3ewRv4/i+vPE/rcBvIH2E9P6kmPIvEw07Q3TnBMjqdNpLyAkOZe8lNLRi1tIxFpiJtBb1oSFSrHqQBSkhvMP/GwNHD3ApN5PO8jY+vSsQ6XcMDkcPihy0huW5SQghxHSTLGAhhG0ms4Bb/b+hq/cg2Zlr6TuawPx/+N/RSqG0toOw08v9nMyq4LPvNmIqA0ObVG+tx1c8gKchzU6oMLSiemu9nQV8UW9m2+lau/SLVWpF4186H/epCxMKN08sHh15B5HPouVfoj83bKqgePeRmGf4wX2bWZb4z+T40uj0DJCZ+59Z+pPXYsbkK+5n6PJf8IWdO+1n+Nn9RSzrOcKSE+7xGcTIGHv/7PfwlXSRnbkWr/uTt/WdSxawECJKZgCFEDOuuf1Nu5Wc1t/n4ctfAsNAmaY9M2cqTXzYYL6/I7LUa9r9dJu8Ppb7PphQBFrZfXbJ11wcW8mxWffz+6dfZc6VRgytCSvFqVACH2ytt/vwpjYsIv9Kj713EMZbybVkZTFYdJa4sIOOvAGMZjeFikgSChz2ruCNvM/jS+zDm7+f1vAneeRUKBLIYReEfivvSVY1GYSVEeljDPP9HcQbxoQ9hVa3EG0o/Hv+gdNjfrT+vt1iTwghbjdJAhFCzIiDzUH+4VgPB5uD+LtiW8l1eAat8ieM1+mzkj8C45m/Stv9dHcP/R3nij8XSZ6wZs7Ou/MojN9Dftx+7nd+HV9xHzvK5kdmADUOren3NtBaPEjt2lZO3tvB/vJUHIy3kYsGfwaa91cMc6rCz4k1rbQWD2IWHLLHYQBvz9lIQdxuliU+zyzHBZYlPs/7aSN2sGloxXHvH1Az8p846VoUCf6sJd/h/LP48wIT9hRalKnp9AZjWuxNfndCCHE7yAygEGLaHWwO8q1I/9xX6/r5q+Wr0Xq8lVzyhk+h6rLQRw5GysJoAmmjzO5MJi5kWEWhQwadnkF8rj4K2E1bkZ8f3reZe/xtdOQNEiw+ZnfZAAflGSeIT2tkX2IDbl8K/rwgvoJ8cjDRGgxlcrrQxSFPFqt9J1BYpVwuzypkR9l8suf+zXhghklL0SDVkdnDZk8Gek6Qjc6TMDje2SM4531+ZhThaktFLS5GF/kp6NiNrxiqnfX2nkWNQinNYNoIKQMJ9o7D4bJ5tBbVxrTYm/zuntvoinRjEUKIWycBoBBi2tX6h+1ewoaCS8MbeWT1i3T3vsfszDV43Z/E3JJO+PABUFY5mJSBRKtAciRzt3prPS1Fg8wL/ZLC+D14LmTi6nYSSjLJ73BQED+ArziMxoEiTHFWOn3+d2krhrbiPjwN6VQechLMz6CtuA9TGzgY4fTyrVT6aiLLzJrmh/6A0bQ3rH69KozWilmNSyj2dePPC1C7thWNj4XmfyAj5ev0DVr3NFSYytbjlFycDUpTP7CduECA+51hmsY2orWVOWwqTX5jBmDVPVRgF8NOefSP2VTyZMx72X6sJ+bdnfQPSwAohPjIJAAUQky7MncSr9b124HMMncSBXnbKJ37BMFgENM07T7C4Z/9C1y+iIq0hlORjN6SuixcvlSS3KPMdmRStaMoplDzgtPZvLo5heGyhXhcG9h9bief8GXgbkthzGGy5ISbsBrBcaaYfVsaaCvpwx9exYjnCmfK/eQ1pdNW2E9NTg+aNRhDP8HUBvmNqVTtMAirHEpP5dBS2Ef9wh5aigY52NTDPd7nGeg7gLvuPFW7xhNo8hszOFPu51RFJ/OaxlhS47L7GEcTS5TGCv7mzMfx2S9iVK6nwDBi3stU704IIT4qCQCFENNubYGT5za6OOkfZpk76ZozWEblegDC3/6m/Vm0EHN+YwZhBaWnAnTnZAPjNfqipVjSW4t5PufrVKpk3A0n2bCnOKZ4syNSFNrVlkJbSR8AZZd32m3nsrqTOTHrTX6e+z8oS/gSyxKfx+VLi+whtO7lbUonvymD6q317HGt4tjlCgxVwX9u+S6a0zF1BRfXuAFYXBPAxGlvurbzcCMzf9Hg76O8OyGEuBmSBCKEmHbmof2s/s3z/Eno7IcGMEbleownPwcZmTG1+qwADsLKIDzkjjknWqT5QPYWKluPs2X3j1nxQTdhFVu8mchxnZ5BNA5y447h8k1oz6Y07rZUTA3xahiNgw7PgH2N6HW00sw+u5wHj7RS2XIcU8NB15aY6oHRTiBpjQut8i9gP0d0zLjzcDz7nWsGf1GVrcf58vF/o7L1+I28biGE+FAyAyiEmFbmof3WjJ5hwGsvwzUCnub2N/F37aOwJY9ZL71i7QUEew8ggKnAoU3OlKThOjVoZ+x23JPJK55VEIb/bd/foiMlZSC2xp8J+Ir6aCkKYBAmVTVxPncVm+vO2F1FzrvzqEj6HmM6CUWYlqIALUV9eBozxmsHasWi5j4WqJ08fn4H/73qG7QW97H3sXksPDKAq81v9SVG01oQoLDHjHQ3mRggAu0+unrfp+n0dtzZG6Ys+XKj708IIW6GBIBCiNsqGshFAxp98rgVvJgmGAb6VA1MCmAm1gVMOuAm03ChTA1KESpw07Ipi/7BiyR94MOfN0hHSS0/zfkMeW2J5CW9S1yoi2WJNYw0PmzV2zNNtKHomJdBWzCN5S3Ndh2+7tASEi97GJt7kML4/VC6l58an2Fu+xUu5c4ie/7fMDuSSJLh/jrd++vpCpvk02wHdS2zk/H0DGNoE1MZrO16m0TndnJa0zi/bICXS79Mqb+NxMLt+Ir7CeWmWzONixfjqQ2Rfq7HCm4NRceef+D8Oj91l3/IxooXKPI8HPNurvf+Jr9rIYS4UbIELIS4baKB3Pn6H7H3yNM0t7+JWrbCDl4wTdTS8qvOm1gXsNMbtII/wwCtSfr8fyanaxYFe/oIxZmRvsBgltYRf88Ii2vczD89m6odJaQkXozU21MoU3NhTi3nt23nB/dt5ohnOQBLfa18elcAb2MmVr8Pg+L4nWQZ5ymO34m1o9Cqw1fa6Of3321kaWsrAKfy86neWk/9qjq7cLOhTeLjOqjaUcI9Z6xxLMlo4OInEmgtHrCfMaU/gfT3LuCYs8Ca/TOMa9b9m+ha72+qdy2EEDdKZgCFELfsYHOQWv8wZZHkhMkFnv1d1RRUfgee/Q76VA1qabm9fHmwOcDprj6WZMfhzd5A3WWrLmBrUS9X/uy/MLvZQC0tR58/S+obB9Ekk9Vt7R88XdHOkp7l5OzzRfrpWvv3sswWfnDfM5R31BAueB9fUR8ag+Cc96HDIOxTOLQ1O5jT6sRXPEBefYrdUm7B6Wyqt9bTVhJA63Bkf6A1cxhWCjLqaS0eQKGp3qop6K3kJwnPsLn7ZzH7CHOOdzKnO52GlDQAqnaUjL+0xoPWHsfREboLTFpHn42p+wdQ3dDP4cZelrmSWBvJjp78/qZ6181j98X8PoQQ4lokABRC3JKpChQXTAjkJgY0RuX6mGXfiee+qOG5jfexseIF/F3VuLOrcOU+ZAeXz7z3PE7Gk0HymtIwSpey8MXTmBM+tzqHBPF7OnijeA7LEt8FrCLOhfF7GMvPxHG2yGrVZmq8hY+Ru7cOo7UPk5AdvBVfWMCyphQSE7Nw3rMAUx8lrFSkk0gLKpLE4Svu42TCHI50rWB+/KusO6vsMi+LmvswW45ToEvonIddrgasPYS+7gDbN3yeMncSG+Pn289dkPsQB5sDPLvbj6HgF+cihZ8nvT8A96R3fYUKvicFo4UQN0gCQCHELZlc3Pmkf5i1qx6KCeSutS/tWudGj58YIKakLeYZLtkZwQmVm8lpbbFn3CZSysTd4GJFRw1j+Rm0lfSR15COuzWVDu8g+7Y0Uti3moRZ9+F544WJZ9pBZMHlEWAE6ME8cZGTG59gsPNd0hPO4m5LAaVpK+4nryGDguYP6Jp9nDNzXZwpP2IVro4Ee9G2cYmJOSi6JtwJfjRaxNHz/ZFA7T7WLhl/Tyfah26o8HNBbuy73t5SiaH6pWC0EOKGSAAohLgl1ypQXJD70IcmJHxYceOJAeK/L3+ChbMTWO47ibFyNWPuIUZe/w2GzrCDLRWpA1hSl0VV4y5rxu5sMaeX+1lywqrxV3o6h+qt9ezf/AQpr3zAY0y9CTpapBmsvsCX2gdQJdmsfStynVM59nXDqpu1+m+pdtYTF0qLCUqjAWX/4CWMbZ8krcv6fMecjRxVC68ZqC3PTeYX526s8PPEd102FpSC0UKIGyYBoBDilnyUAsVrC5x8e5ObM90hFs+Oo9KbHPP95ABx7Pe/THyBE/PQfmZ9+5tkqHQAunOCZHem2MEWkUDQqheocDXlxOzNS25ZwM+yKljtiuPx8zti7qlQMcEfgIHmpGshW5qOxlzH1ZRjLwubCnJ8qXR4Big9lW1fIzo2T1M6RuNBjEj5llnNQczI7OZUgdraghS+92Ahhxv7WOZKvOH3KgWjhRA3Q3UPmPpOD0II8fGgtSYQCHz4gbeBYRg4nU675dlkB5uDdjAD1qzgw3v/FfeeX6FMjak0vsJ+8hvHZwLPlPvtrh6GVuxemsemU232z++VJWKOZdKYm8QVcz4rLvRwT6CN2b1tduDWsHgdGY4wjT0++mYNMTbmwhHfE3Od6HXDChwaqrfWA1ayR/Q6rUV95DWlR4JGxZnKRxj+/NdYW+CMebbJgdqHvZePIiUlBaXUhx8ohPidJzOAQsyw4PAQv975NmcvXgBg0bz5PPrAVpKTrr1kp7Vm1/5qjtTWMDQ8TEGeh09teRB3To59zI/+/afUNzfFnLds4SI++9jj0/Mg02xtgdMOlqL7AVvHivmWGSm/YoJLLQDa7K4beU3pnCn3Excy8OcFiFP1+EdWocODdKc3sabGjanaWXdWUb11D12freT48Fzu23+CvKY02goH2Ltes2xWE/rwATbuKMFUHRhacXq5n8wrScTFuYnzHGSfx8Dtc+LPC6CAxcfc4zOISjE7cyVG40Ur6URrfhk/l0N7O+zkDJmhE0LcSTIDKMQM+5eXfk7fwACfftDau/XqW28yKz2DLzzx1DXP2XPoILsPHuCJbY+QnZXFuwcPUN/cxF98+askJiYCVgCYk5XFA1Ub7fPi4+JIuk5gOdnHaQYw6h+O9fCr8+PJDV/X59g6dBESEjFf+mnMsdGuITEzcgqUhpaifjxNafYy7oUlXZxY20akKdskiuUH85h/Ots+PjrbaHUMsWb9WooGyW9Mjcz8jWf6AhhPfg5VuogTu96zgj/vCgwFj5em89VVWR/5vdwKmQEUQkRJIWghZlBHVxcfXL7MZz65jSJvPkXefD7z4DbqLl2ks7t7ynO01hw4eoRNa9expHQBuTkuntz2CGNjY5w4eybm2Pj4eNJSU+3/3Ezw93FV5k6ygz9TQ+bGjTi+/GcwMmwVR55AaYVW1mxcSd1sTKVRGrSCjJ5EDK3suoGhOJNo8OdpSGf5QQ+ehvTIlTQdnkHr+Mj+wuTg/7+9Pw+L474T/d/3txoE6mYTWwPNrh0tCCQjhDbL0eJ4UzKJt2QmmWTsSTIzmZyckzOTzD2+Pr7+nUlOnjs3k8wkk2SSyWQSJ5YVO5YXxZYlyxJakJBBSEJCEhIgaKDZBXSLpbvq/tFNQbNoBSGHz+t59Jiu/lbVt4onykff5fMJCfxMYMNJHPlHk8i4uBJdERT8oRQM9KMVrqPv839tBn+yOUMIca+QKWAh7qI6ZwPhYWGkpzjMY+kOB+FhYdQ5G0iIixtzTsfVLnrcbuZnZpvHQkJCyEpLp87ZwOq8fPP4ycpKyivPEGGzsTB7LpvXrjdHCKeTXnII41QZann+LdexnWhzg1qe76+NO1QmDfz1gw2DOR1WYofi6cCxiF7/e1CGP1/fknI7nfY+DEM3R/AWnk4wE0GPFtdqM3/WDEVqXRSGplB6h3kfDMP871DFDtmcIYS4F0kAKMRd1Ot2E2G1jTkeYbXR4+4d/5xefzASaQs+L9Jmo7O72/yct2Qpc2JiiLTZcLW28s6B/TS1tPDMU5+ZsD9erxevz2d+Ngz/iJhSatKmCn0lxfhe/JY/UNu1E/X8d7AUrjevr5RC064/GbEuI4J1GRFBx7SiDajnv4Nxqhy13B9s+X79HxiXL6IMfyk5VVAErS3mMSMw4qehMDTFQncRvsZWYMAcwZtfvYjojxUw71IfhnYCpWOeZ47yJaVASzMqUKJNKyhCJTswwsJQ/f2o5XlYCtdft/8TuZX3crMMwzB/t0IIARIACjEp3is+yL7DY+u4jvQ3n/+C/4dx4qrR68fGNerr0SlLClYM19hNSkgkLjaWf/3P/8DZ3IQjKXncS+4/eiSo37NCZ/F3X/oKVqt10gJAz9nTeDUL6D7QLFjOnsb6wDbz+9mzZ1/n7LFqG97A6dqPw76JzAcegxHXGggLw/0PX4fA/ayPfQrAf4zhAM5QoHSD05l/QYbzv4Ba8xqDFgea/f+hJGkfD+ilo87zrzEM2/Jx+n/1c/M+sx/7FLPW3j9xP1Mfu6VnhFt/L9dzN9d2CiE+GiQAFGISFK1cRW5OznXbzImOoamlhd5x/o/Y7fEQYRs7MggQEeE/3tPrJioi0jze63ZPeA6Aw56ERdNo6+ycMADctKaI9QWrzc+GYeDzevF4PLcdANY3vU1z20GS4jeQlvwwvpxlsPOlwFStD1/OMvP6lrJj9JWWjBkxu9619x97EqUsnD7/fTat3kFa8sPDDfIKCAmMChphYfQdP4rKzefq4liizrX7c/0pg267jX+e/yVKffP5bPhy5lJrBtRdKSv5+3euoKn5WFPyWN1YjgJ0DLri+uh+eCXzMuejrV6LoRSWbY/gzSvA6/HcfD8n4CspxjhVTvh9hfjyV0/aqJ2M/gkhRpMAUIhJYLNasVlvvLYrw5FKX38/9Y1O0gLrAK80Ounr7yfDkTruObHR/mnd6toaHElJAHh9Pmrqr/Dx+x+Y8F6utlZ8uk6kbeKpx5CQEEJChv8aMAwDt9d721OG9c27OXD8KZSycO7SD9lY8DJpBQ9hee7bGKfLUcvyUAVr0XUd4/hh+l74pj8w/P0OjECi5Otpaj1g1r5VykJT60Ec9o8HtVEFazF0A31o2vn1V7A8XIQ6d8TM41e6bhOls/LRDZjt6zdTtRhKQX+/uWFjz7z7KWwsN8+rXNnM0qgcvEP91nWMLQ+P2a17M/0cTS85ZE6Vu3+/g5Dnv4MqWHvLvwMhhLgZsgtYiLsoMT6eBdnZvPqH3VxxOrnidPLaH3azaO68oA0g//TTH3PmfBXgXwu29r4C9h89zJnzVTS3trDz7TcJDQ1lRc4SANo7O9l7qJiGpkY6urqoulTNS6+/RordTmbq+IHlVHC1HQwKfFxt/ullrXAdlme/GhTgGRVlgSlU/zo643T5Da9vj99gXtswfNjjxx81NE6VDW8O0TSiQlPp/OqnaV/roPOrnyZ689+aO4srEnPQDAM9sFkkfEW++V2JI5+LX/nfXNtcQM3nFzP/iZ8Sd0UFXXu8ft9sPyfuswXj1I3fhxBC3C4ZARTiLnvq0U/wxt49/HzHbwBYPH8B27dsC2rT2tFOX3+/+Xnj6jUMDnrZtecdfyLoFAd/8eTT5g5fi8XCpbpajpwopX9wgJjIKBbOncfmdesnbSPBRI7Ue6hw9ZFrDyctfgNVl390U4GPys2H118xg56hXbPXv08h87J/yRyOY49fP2HN4dE7hM8n53AgPo/cP32WojQriTC8M3fDg/Tkh1G161UWbf8UOVs/xgsjKnXkpGUCH+NsvYeKhj42poQxX9953X6nJT3ExoKXcbUVY49fT/3g/bx1ooPc6+wCDu6zz9zYIoQQU0ESQQshTLe6WWBklQ7d8AdVaaEfmIHP6ACtvnk3rraD2OM3kJHyCCHlx+krLYGlK647/TvefW6UTkUvOYRxupzzyTl8rWvudc91tbXy7y//hmef+gz2+IQx1xp9/+/HXGJh01nUsrwbTlvfSt/1kkNw5iTh9xXizSugrvEt831NFOzeCkkELYQYIiOAQojbVuHqMwMbTcEpVx9Fqx4aN1gZuT6w6vKP2LR6BwvXPo43r+CGFS/Gvc8NAkCtcB0UruPAiQ60q923dO6N7n8wKY+cRz52W+de7/5a4Tq0og3MslqpubQz6H1tLHh5UoJAIYQAWQMohLgDo6t0XK/Kxej1gc1t10+bc7v3qW/ezYkz36S+efctn3sr9x99n8no+0jNE6ynFEKIySAjgEKI23YrVS7so9YHJt3Exohbvc/oUcaNBS9TlPbQHVfiGH3/tNAPbnp07nYrgSTFb+DcpR/e0kYSIYS4WRIACiHuSFGadcKgZuQGkaK04I0Ro/Pi3ahc3PXuM2S8XchpSQ/d1Lk3MvIaJ86Mf5+bOXc8Qc9etAGAtOSHg99X0kOj3qeUlBNC3D4JAIUQU2Lk5ofXqroDmx/GXx84Mgceu3bCTeQEHM/oUcapGjWbzPuMfnb1/HfM6iZpScPva/z3KUGgEOL2yBpAIcSUGG/zw0RG5+27mZyAeskhfD/9gX/nLP4A6a2GQuzZv2Rh1pendNPEUJqXhVlfxp79S95qKORI/XAlkNF9u54xzz5B/r9beZ9CCHEjEgAKIabErWx+UMvzzQDoZnICDo2a6W++iu/Fb3H2rX08f6CF1893892TeQxEPzflO2bTkh5iIPo5vnsyj9fPd/P8gRaO1HvG9O1GQeCYZ58g/99kbGYRQoghMgUshJgSt7L5QStcByPKxd1o+nf0qFnfyTK0rLl3lOrldow3Krd6vNHM6zzP6GefqCby7W4mEUKI8UgAKISYMtfb/FDf9DZtXUeIjynCYf+4mbfvZoyu9BG+Ih+96+6PjuXaw3mtqjvovqP7dqPRTCDo2Ue/l5EmYzOLEEKAVAIRQoxwq5VAbtfIdC2G4but9XpDlT6GRgyPjCjfdqtB0o0qgVzPePcd3bebNRnv5XqkEogQYoiMAAoh7rqJ0rXcitEjhtM1OjbefW9lNHOkyXgvQghxM2QTiBDirrPHbzCDnFtJo3Kz1TfuFbfa39t9L0IIcatkBFAIcdcMJzK+n02rd9DedZS4mDVj1rqNZ7wqH/fy6Njt9Dct6aEx70WSPwshpoIEgEKIu2J0IuMXN93P5pWP4/F40HX9hud/1KZHb7e/ackPs3Cu/70cquuV5M9CiCkhU8BCiLtidMqUk823lsj4ozY9Ohn9leTPQoipIiOAQoi7YnTKlBVJN5+qxT8NWsi87F8yh+Nmbdx72VC1EFdbMZ0U8FZDIbmDnlsawRsvzYwQQkwGSQMjhDBNdRqYkSlT1mVEYLVabzgFPHLqWDeYkmnQjj1vU7Xrdyza/mlitz48qde+1f5rmhb0Xu4kvc1okgZGCDFERgCFEHfN7aRqGW8adDIDQL3kEJHf/w4rlUL7/nfQo6JvKXffjdxp/yX5sxBiKsgaQCHEPW2qa+Aap8owNA3NMDCGSrdNIqnhK4S4F8kIoBDinjbVNXDV8nzUrp3oSqHdZOm2WyE1fIUQ9yJZAyiEMN2tUnAwdq3bdPKvAXyVRds/NelrAG/VVL4XWQMohBgiU8BCiBlvML+A9xfnMphfMN1dEUKIu0ICQCHEjNfSsZc5Mbtp6dg73V0RQoi7QtYACiFmtPrm3VRUfYmoSEVF1VFioqLv+RyDQghxpyQAFOIu8/Rd48339nC2+iIAOfPm89iWbcwOn3h36JnzVRw7WY6zuQnPtWv87Rf+ghR7UlAbr9fL2+/vo+JcJYNeL/MyMvnE1geJjoqa0uf5qHO1HQQsKOUD7v0Sc0IIMRlkCliIu+zlN16nscXFF594ii8+8RSNLS52vLnruucMDA6S4Ujlwfs3TdjmzX3vUXnxPE9v/yRf/uzn6B8Y4D9/t2PaN1jc6+zxGwAfhqGAe7/EnBBCTAYJAIW4i1ra2rhw+TKf+vjDZDhSyXCk8qkHH6bqUjWt7e0Tnpe/dBmb161nXkbWuN/39fVxouIkDz+wmfmZWTiSknjq0e00t7ZSXVszVY/zRyEt6SFyF/2E7p415C76iYz+CSFmBAkAhbiL6pwNhIeFkZ7iMI+lOxyEh4VR52y47es2NDfj03XmZw0HiFGRkdjjE+7oujNFvfd+Svv+J/Xe+6e7K0IIcVfIGkAh7qJet5sIq23M8QirjR537x1ctxeLxYI1fHbQ8UibjZ7r5PXzer14fT7zs2H404IqpaY8X9zQ9ZVSaNr0/Vv0SL2b75X1Q1gW3yvrJzb6GkVpY39Hd8tUvBfDMMzfrRBCgASAQkyK94oPsu9w8XXb/M3nv+D/YZy4ysBAjffFHTLGv51p/9EjQf2eFTqLv/vSV7BarXctYfDs2bNv3GgKnWm76i/ThoamoLLdy+aF01+tYzLfy91M8C2E+GiQAFCISVC0chW5OTnXbTMnOoamlhZ6x/k/YrfHQ4Tt9kedImwR+Hw+PH3XgkYBe91uMhyOCc/btKaI9QWrzc+GYeDzevF4PHdlBHD27Nlcu3ZtWkenlsaHsMMADB0djSVxIXg8nmnrz1S8Fxn9E0KMJgGgEJPAZrVis9541CjDkUpffz/1jU7SAusArzQ66evvJ8ORetv3T01KwqJpVNfUsHyxPxDt7u3B1dbKQ5semPC8kJAQQkKG/xowDAO313tXpgyHpjcNw5jWncqFjtl8PT+MV45U8kTREgods6e1P/fKexFC/HGTTSBC3EWJ8fEsyM7m1T/s5orTyRWnk9f+sJtFc+eREBdntvunn/6YM+erzM+ea9dodDXT0t4GQGtHB42uZnp6/esGw8PDWZW7grff30t1bQ3O5mZ2vPkGSQkJzMscf+ewGLYyMYR5fZWsTJR/EwshZgb5206Iu+ypRz/BG3v38PMdvwFg8fwFbN+yLahNa0c7ff395uezFy/wu91vmZ9/u+v3AHxs7Xq2rN8AwCMf24KmNH7z+u8Z9A4yNyOTz3/6yVvaSHA3pwqHRhnvhelJpRSzQmfdtXWP1zOV78UwjHviGYUQ00+19+jT/7evEOKeoOv6tK5/E1PLarVO645rIcS9Q0YAhRBBrIG1jFM9UtTX38+3f/gvfOuvv0p4WNiU3mum9+VeGGUVQtxbJAAUQpju5uiQUoqBwYG7knNwpvdlup9JCHHvkbkAIYQQQogZRgJAIYQQQogZRgJAIcS0CLFY+Nja9YRYLNPdFemLEGLGkV3AQgghhBAzjIwACiGEEELMMBIACiGEEELMMBIACiGEEELMMBIACiGEEELMMJIIWggxZTx913jzvT2crb4IQM68+Ty2ZRuzw8MnPMcwDPYeKuZ4RTnX+vpIS07hE1sfxJ6QYLb5yUu/oqb+StB5yxfn8JntnzQ/Hy07wcFjJfT09mKPT+CRzVvISkuf8L6Xr9Tx9r69uNpaiYqIZENhIYV5K4PanK6q4r3iA7R3dRIXM4etGzaydOGiG76Hye7LiVMVQbWhh7z4jb8nNET+WhdC3Jj8TSGEmDIvv/E6V3t6+OITTwHw2ju72fHmLv788ScnPOfAsaMcKj3G4w8/SnxsLO8fOczPdvyGbzz7ZcJGlEYryF3BlvUbzc8jA5+Kc2d5a+97bN/2IJmONI6dLOMXr7zMf3/mS8RER4+5Z0dXF7/YuYOC3BU8+eh2ap317Hr3HWyzbSxb5A/w6pwN/HbXa2zZsJElCxZSeeE8v9n1e778p58jPcUx4fNMRV8AwsLC+MazXw46V4I/IcTNkilgIcSUaGlr48Lly3zq4w+T4Uglw5HKpx58mKpL1bS2t497jmEYHC49zqaitSxduIikhESeePhRBgcHOXm2MqhtaGgokRER5p/wEaOKh44fY1XuCgpy80iMj+fRzVuJjoqipLxs3PseKy8jJiqKRzdvJTE+noLcPFYtz6X4eInZ5nDpceZlZbFpzVoS4+LZtGYt8zIyOVx6/LrvYSr6AqAg6PkjIyKu2w8hhBhJ/rkohJgSdc4GwsPCgkbH0h0OwsPCqHM2kBAXN+acjqtd9LjdzM/MNo+FhISQlZZOnbOB1Xn55vGTlZWUV54hwmZjYfZcNq9dT1hYGF6fD2dzExsL1wRde35mNnXOhgn7OvKeAPOzsik9VYHP58NisVDX6GTdqoIxbQ6fmDgAnKq+AAwMDPCdH/0LumGQkmhny/qNOJKSJuyLEEKMJAGgEGJK9LrdRFhtY45HWG30uHvHP6fXDUCkLfi8SJuNzu5u83PekqXMiYkh0mbD1drKOwf209TSwjNPfQaPx4NuGETaIsZc48JE93W7x7lnBLqu477mISoikt7e3nH71eN2T/AGmLK+JMbF8/jDj2JPSKR/oJ/DJ0r58a9/yde++CzxsbET9kcIIYZIACiEuCXvFR9k3+Hi67b5m89/wf+DGvudgYEa74uRRn1tjDpUsCLP/DkpIZG42Fj+9T//A2dz03CwNeYaN7jvOO39h0d8odSoNuM+4k1d+076ku5wkO4YHlnNSE3jX37xM458WMpjW7bdTI+EEDOcBIBCiFtStHIVuTk5120zJzqGppYWescZHXN7PETYxo4MAkRE+I/39LqJiog0j/e63ROeA+CwJ2HRNNo6O7EnJKIpRU9v8Ahbr/s697XZ6Ol1j2rvRtM0rLNnB/oWMc41r98vq9U6JX0ZTVOK1OQU2jo7JuyLEEKMJJtAhBC3xGa1khgXf90/oSEhZDhS6evvp77RaZ57pdFJX38/GY7Uca8dG+2f1q2urTGPeX0+auqvTHgOgKutFZ+uE2mLIMRiwZGUHHQNgOramgmvkeFIHdP+Ym0NqUnJ5pq7jBTHOG0uX7dfU9WX0QzDoMnlGjPVLIQQE5EAUAgxJRLj41mQnc2rf9jNFaeTK04nr/1hN4vmzgvaAPJPP/0xZ85XAaCUYu19Bew/epgz56tobm1h59tvEhoayoqcJQC0d3ay91AxDU2NdHR1UXWpmpdef40Uu53MVH9Qta5gNaUVJymtOElLWxtv7n2Pru6r5iaSdz7Yz4433zD7sDovn87uq7y17z1a2toorTjJiYqTrC8oNNusXVXAxZrLfFByhJb2Nj4oOUJ1bS1r7wveGDLaVPRl76GDXLh8ifauThpdzfxu91s0trgoHLFJRgghrkemgIUQU+apRz/BG3v38PMdvwFg8fwFbB+1Rq21o52+/n7z88bVaxgc9LJrzzv+RNApDv7iyafNHIAWi4VLdbUcOVFK/+AAMZFRLJw7j83r1qNp/n/T5i7OwXPNw77Dh+hx95IUn8CfP/4UcwJ597p7e+nqvmreMzYmhi88/iRv7XuPo2UfEhURwaNbtgbl3ctITeXp7Z9kz8EDvHfwALFz5vCZ7Z+8bg7AqerLtb5+XntnNz1uN+FhYaTYk/jSZ/+MtBv0RQghhqj2Ht2Y7k4IIYQQQoi7R6aAhRBCCCFmGAkAhRBCCCFmGAkAhRBCCCFmGAkAhRBCCCFmGAkAhRBCCCFmGAkAhRBCCCFmGAkAhRBCCCFmGAkAhRBCCCFmGAkAhRBCCCFmGAkAhRBCCCFmGAkAhRBCCCFmGAkAhRBCCCFmGAkAhRBCCCFmGAkAhRBCCCFmGAkAhRBCCCFmGAkAhRBCCCFmmJDp7oAQ4t6i67r5s1JqGnsiJoNhGObPmib/5hdC+EkAKIQYw+PxTHcXxCSzWq3T3QUhxD1E/jkohJg2SilsNts9M9LY0t7Gd3/yb7S0t013V4B77/0IIf54SAAohAhyN4MNpZT5515gGAYDgwNB06bTaTLfz73yjoUQ9waZAhZCfCQdqfdQ4eoj1x5OUdq9O735UemnEGJmkRFAIcRHzpF6D88faOH18908f6CFI/X35prFj0o/hRAzjwSAQoiPnApXH5oC3QBNwSlX33R3aVwflX4KIWYeCQCFEB85ufZwM6jSDVhuD5/uLo3ro9JPIcTMI2sAhRAfOUVpVl7YmMgpVx/L7+G1dR+VfgohZh4JAIUQH0lFaVaK0qzUN+/mxJmD2OM3kJb00HR3y1TfvBtX20HS4jdQtOre6ZcQQoBMAQshPsLqm3dz4PhTnK/5CQeOP0V98+7p7hJw7/ZLCCGGSAAohPjIcrUdRCkLhuFDKQuutuLp7hJw7/ZLCCGGSAAohPjIssdvMIMsw/Bhj18/3V0C7t1+CSHEEFkDKIT4yEpLeoiNBS/jaivGHr/+nlkDeK/2SwghhkgAKMQ0Olp2goPHSujp7cUen8Ajm7eQlZY+YfvLV+p4e99eXG2tREVEsqGwkMK8leb3J05V8Lvdb40578Vv/D2hIffO/9yHqmPkJc9m88I72xmblvTQuAHW3arAMdF9JurX7d3DTXnTNakmIoSYNPfO/yMIMcNUnDvLW3vfY/u2B8l0pHHsZBm/eOVl/vszXyImOnpM+46uLn6xcwcFuSt48tHt1Drr2fXuO9hm21i2aJHZLiwsjG88++Wgc++14O/5Ay1oCl6r6iYsLIyViXfeP73kEMapMtTyfEoc+UH3eGFj4pQETqOf5YWNiRQ6y8x+aIXr7vgexbXdPLffNeXPIoSYWWQNoBDT5NDxY6zKXUFBbh6J8fE8unkr0VFRlJSXjdv+WHkZMVFRPLp5K4nx8RTk5rFqeS7Fx0uC2ikgMiIi6M+9ZHR1jLJG9x1fUy85hO/Fb6G/+Sq+F79F54EDd6UCx+hn6TpwIKgfesmhO77Hh063VBMRQkw6CQCFmAZenw9ncxPzM7OCjs/PzKbO2TDuOXXOBuZnZge3z8qmobkJn89nHhsYGOA7P/oX/vGHP+A/d+7A2dx8/b54vfT19wf9AVBKoWnabf0pcV7jxx92UOK8Nua7vOTZQdUx8lNsd3QvTdPgdDloGug6aBq5rVVB91iRPPumrjOrvJQHzp1kVnnpTbUf/SzLW84F9YMzJ+/ouZRSrHTYbutZRl5DCCFGu3fmhYSYQTweD7phEGkLHp2LtNm44O4d95xet5tIm21U+wh0Xcd9zUNURCSJcfE8/vCj2BMS6R/o5/CJUn7861/ytS8+S3xs7LjX3X/0CPsOD6cpmRU6i7/70lewWq23FTyMnLJ89Vw3330wnfWZUeb3mxdaCQsLo6zRTX6KjbSQDyg7ux+HfROZqY/d8v0ABgrW4H79FdAsoPvIfmA933Wkm/cYef+Bwx/gLT9BSN4qZq29P+h4xD9/m5VKof3ztwlJTBzz/ejzRj9LtnMD7n2/N/sRfl8hs6y3N11b2/AGTtd+0uyb+O6D94/7LDfDMAzc7jsfZRVC/HGRAFCI6TQqvjIwUKMP3qC9/7D/i3SHg3SHw/w+IzWNf/nFzzjyYSmPbdk27iU3rSlifcHq4WsaBj6vF4/Hc1sB4LG6rqApy2N1V8es8VuZGMLKxGjqm3fzzsEnUMrC6fPfZ9PqHaQlP3zL9ySvgJDnv4Nxqhy1PA9vXgErwX+Pprc5cOwgSfEbSKmLwvvCN0HT6N/5Ev3PfwdLoT9Fi/f4UQyl0AwDQyn6Skvw5hUA4CspHnNeY0Y3zW3+6z67wt9nb+LYfng9nlt+nPqmt9l/7Mnh91L4Cs+u8G8o8dzi9QzDuOX7CyH++EkAKMQ0sFqtaErR0xs82tfr9hAxapRvSITNRk+ve1R7N5qmYZ09e9xzNKVITU6hrbNjwr6EhIQQMmKTiGEYuL1eDMO4reBheWI4r57rHp4WTQxD1/Vx2za3HghKmNzUehCH/eM3fa+gHbgFa1EFawHQdR295BDdJa9xXnuFpiw35y79kO3HPkW4UuYUrV5RZp5jzApDGf6QWhkGRugss9/6yQ+Hp3aVonfXz9m/+ncoZeHqvl9h058gqvBP0ArXoUb041Bd723tRG4a9V6aWw/iSHzwps8XQogbkQBQiGkQYrHgSEqmuraGpQuHd/BW19aQM3/BuOdkOFI5V30x6NjF2hpSk5KxWCzjnmMYBk0uF/aEhMnr/A0UpVl5YWMip1x9LA8EPkN1cUfX602K38C5Sz+8rYTJ4+3ALUqzopccQn/3LYzjh7EqWG9kUbytBqU0wk9WD19A1/HUlmErOYRWuA7P+aOEMzzI6jl/lEj+Er3kEJ66csKHgljDIPzkRRxJMRiGzvp3szBUKb73StEL1qJtewStcN2E/bsZ9vgNVF3+kflekiSRtBBikkkAKMQ0WVewmlfe3IUjKZkMRyrHTpbT1X2V1Xn5ALzzwX6u9vTw5KP+dXGr8/I5UnaCt/a9R0FuHnXOBk5UnOSpxz5pXnPvoYOkpziIi42lv9+/BrCxxcX2reNP/06VojSrGewM1cVVykLV5R+xseBlMwhMS36YBze8Tp1zL4lx68zjI1O6TJRKZfQO3FOuPgqdZfhe/JbZRhmgK4PEpkgwDHQFmjE81T6r4iK+k9+C576N+1o94SOu775Wjy2wu3iWMgBlnqcrSHBaAz8baIY/bDSOH8Z3/DA8920qQnLG9G+iAHD08w4lkm5pP0SGYzOJsZsnHEUVQojbIQGgENMkd3EOnmse9h0+RI+7l6T4BP788aeYE8gB2N3bS1f3VbN9bEwMX3j8Sd7a9x5Hyz4kKiKCR7dsDcoBeK2vn9fe2U2P2014WBgp9iS+9Nk/Iy3FMeb+d8t4dXFHjgJmpj4WFOAMpXRB02DXTnju2+MGgbn2cF6rGjHVbA/H+EPZ8FQtgFJoBnjmxhMeloh2usUM2Azzv2CcLseVZyPuQr8Z5LnybCScKsNQmO2VMRzwha/ajNtTj3a6wz9tPNQxTcM4XU7ug/lj+jeeiZ43LekhMlIewWq13vK6PyGEuBEJAIWYRmvyV7Emf9W43z3xyKNjjmWnZ/C3X3hmwus9unkLj27eMmn9mwyjpzOHpnn1kkPop8sZKFgDgc0WAMapsqBUKsbpchgnACx0lvEfruOcti8mdEUf8Ud346n1Eq7rGJpC6QbdOXFUpJbSZHeTXGOjISMOMLga28eScrsZzKlleZTpdoy8/0XylUia0nson/dVlmkpqF07zXaVeS6iO8JRKNyeek7H7KfjwRgyz8WQWhcduK9/ajn+6Cn+bsVDDJ4MZ5nrHA5nAaSNfY6bfV4hhJhMEgAKIabUeHVxR456uV9/hZDnv2NunFDL8/0jYYGgSC3LG3PNofOTNI0k/fdUVrnICgR0oHCmdVG7uAtnRgWgkVIT4V+rFxjdq1nUwWubbSQ2RjB7aTSOzG4sOy+YQWFsu5VT9gtoX32Ck5/fTv+Jd2hO9hBt8bCk3I6BgaOug44HY3BmdOHM6CKlNpqsqjmk1kUzq+IiWScVnrwDLCm3g6bhe//3445m3szzCiHEZJMAUAgx5UbXxQ0e9bL406YEAkCtcB08922M0+WoZXnjTv+OPN9QkFwfhY5/lE4H3NGDODO6MNBQ6CwuswPD6XIyPlxCyWOhDM7dg4GF6uM7Wda02hzp05XBkuZyfnpoB9bw/w/6Wg1N6eS/uhLwmtdZ9GE8zoyrgEFj5lXsjRGBdYb+9YIZ1TEYCtR1Rvdu5nmFEGKySSUQIcRdp5bnD1fL0H2o5cGjXlrhOizPfnXCYGjk+cqA3qh+tMAmDQ3wWnzohj/4O9X/DJZrwal15vR3khZy0H8tfOiGhdoEtxn8aYaiIjaKuuYD6IY/+DMMiOwPTsOjrs3hyuBGAHRDw5XSgxbInKNQRPSEoQxuOLp3o+cVQojJJgGgEOKu0wrXYXnu21i2P47tH79nJmO+Eb3kEL6f/gAAy3Pfpr5oBcXbarhm8/o3aeDfrGHx+oO2U/3PUN7/t5zKigeGE2fXzetCKf/PhqHQlI9z6XEc3FrLxaVt/v+mW2ny3ucP/gCl/OeNvM6ZrGj2X/sBp/qfQVM6zsweGjKuMpQ9UVcGDRlXObNyGRe/8r8B8P30B5NSI1gIIe6ETAELIaaFVrgOrWgDs6zWm6qWYa4bVAp27eTiV/43v543yKJZ/lG5hafjzdE7X4hO7mEHSVotq/p/zZnkXOLzXjI3eFQWNJvTw/XejVQP+lPpFKpyDEOhlIHLt4p67yZO9T/D8rCfYaCoLGhGgXmdM9Gbebbs1/SltpBsicbeZONqbB+pddFmXy4v7GKfw0A7c5Xni7/nf5jr7G4WQoi7QQJAIcRHgr7nLf8Pgeok4Xu+h3f9AjTlwzA0GjL8KXOGdvgaymCR0YrOHrTzBru3zeX0fUdQykA3NDxqEaWeL5FcG83jrXsID2thXUUWuoJFZ+JRuW/S13+Mwwlb2Z+5jPusP8ZqnOdMQTOn73MRVbeWv353L7rS0M7rQKYZ9NVldRHZPYvGtF6asrrw9ofxZ7U/G/M8EgAKIaaLBIBCiEkTVJrtFkqfTWRkgmRGVaVT3nqWhx0k5NIGNuy9ik+BxQACyZ/9GzFAw0BXGlmd8ziVeRjdsKApH73WvyX5bDjPF39vTG5AHYN1Fa3oqoXNVZW8wNfpXfU1IjxfNs/P6pyLrk6hGTo6Chg+N6MmBp+C2HYr5+Pns3zuz4hQmUD0hM83GcHgZL9/IcQfLwkAhRCT4k5Kn428xlAAY1b1CCRI1p74M4zjh82kyzWL2jEMWOqqRleJWAKVPq4ZcWiGFx2FhoEPhcXQUU2XiEp4kqMJs3D5VpFyNpy/qd6FDmbgNrR7V2NEMKjgb6p38a9s52zm97FbTrCmdQDVdAnN0PEpDYvhTzztUwqLATr+YNSnFEtd1ZRnQ83iDlKvRJv9VxnZYxJAlzjybzuAm4z3L4SYOSQAFEJMivFKs12vDvBoowOY/3AdJ2lEguS6xkqKH8ggvbkPI60EZ0Y3SsGgRUczDDOAa865yMXlH6e/OpM+yywWd5ezoqGeBQ3dLKrvoe2BeVgGo3m++HtmMKYHgr6R1IgRwdimyzzf9D1e4Otkh3r4+PvVZs7B045U3sj6FAawvedlQtVJcwraYvj7pxQ4M7r9NYnrC7mSFM76xkrSRjyf80gpzyemBgVw6zIiJnxfo9/rRO9fCCHGIwGgEGJSjFea7Xp1gEcbHcCcti8mSf+9mUKl1vYqKsONEWojvCEHB2cxDMXSk3YzgKvMc9GY2Q3swL7hlxS3FpG5+3BQfr+C1qMs7+wHhsu39ceE0BnTTVKd1WzXnOFhTlcks7t0s932mt8xe04Zuoo323miPKjVa9mQcITzl98xn2dJub9fS0/a6Ui8hlIG4Q059KWVoDLc1NbZSNOzzOc7lbhoTAA3UQA43nvNtd9/U6XnhBACJAAUQkySojQrL2xM5JSrj+WBKcwTZyauAzy6FNzoADJm40Z6uz9AK6/AHe0jsTGS2BZroFrHNbTKLGoyQtHVgBmMhXiHMltp1LsO8uCCbSTY56KdbTdH81zJvaR1NwX1vT26k5qF7aTUZpnB4qWFLWRX+XB0RZntoi3N1Cf3svB0gjnimGLP5sF5kVRdOMAsNEAnxKsFBZ2p5+eTXTdo9rsyz0WI10Lr4nBsVy3oebnM2bgRPTACOjqA85UUo5/80FwrOF595aKlD415/0IIMRHV3qMbN24mhJgpDMPA7XbfuOFNGDlSZRg+cwRwZCk4dN0sBXek3mMGMPMq/505//I7c3TPUAZqaK0eCp9SNKV3BaVcqcxzETKo4Q3Vab72AC3aXJ4++4Z/nR9QmefiTEEzKbVRgdJw/lFAf0Cm4Q3RsXg1fCG6+dlf+s3frnhbDY2Z3Sw9nhQIREEz4Lc5j5GoXyJp9vvm/UfWGnZmXCXpSgwWwxjzHEOfO7/6aaqXPBsUwGmaRkj5cdz/8HXzXVme+zbOzO5x3+v12Gw2lFLXbSOEmDlkBFAIMWXGqwMME5eCK0qzUugsw/hDGZ0X9o3YzWsErcnTA+vrahZ1ULOog8TGCAYtOkvL7Wawt5izaFSam0F0BZbACGFDhpv92+dR4JlDbdtbQcFac7yPpDZLUFCZGf8Ix60dNNvPoAEhg5oZ/OlK8fTZN/ybTRi+/5kVLkJ9Gi0pvQA4RgSqZvAXeC5dGWj73mf1FUXh8ny0tOEdwd7yEyPelb+cXFrhV8d9r0IIcbMkABRCTKnRdYAhUMpt184xpeBGjgxG6zowdqTsSnYXEVfDqE01Auv9oDGzm5zDC/ABFhhO/xII/tA0NF2nNaXXTOOiih6jJz6MmJ+eRVf+MnAA9jYLgLkDOGZWNj1PbUa19aNdfg3dsNDi6GXhmQTzuv7gzwjc178L2PBGcXLtBfOZy3I9ZDYoeqP7Sb8cE/RcmqGIPtuBXvXqmCTRIXmr6N/50phycuO9VyGEuFkSAAoh7roSRz6dT/8Dua1VZD+wHm9eAbqu+5M9KwW6jqEpnGlduKMGgqZmh0br8tsV7qQoGjN7AAOi12PhxIidvf4gsPfhIqJCU2lP0+kML0bv11l6tYjsvcWUaa9AjIbDyDBH7oYmSf3pYeByzFl45S+5T3+Cyyn/byqij9C1XKNzwXri6jW6BxuIePuIef5QEEj0euACoEipjSS/woquDGLbZ1OZ5wqaarZ1z8JRH4PS/elkRiaJnrX2fir+6gWulX9I+Ip8ciR5tBBiEkgAKIS4q4bTvSxGT1jMdx3prCSQFPnYYbOd0g1qF3fhzOhCN/y1fXMPO0Yka1b0X3mE6PsiCY8sovqDSpYERvwMoCvOw9n7WnGmVrBk/jeovPj/hQEL6bU2lr3bigGsJ4vibTUc3FpHwrmlLK7vMfP6nU+LpHXxGRR6YL1gKcuArm01ODPd7GEPS9Z9g8qL/4bjwRhyShOIabeiAT4U1W3x2LN/SV/PEfoP9ODjbCBHoIHFa6GiyGk+l6MuhtS64STRxrHD6CWH0Io2UFzbzd91ZqNlZaN3wQv1HtngIYS4Y9qNmwghxOQZne6lrNG/4aS75DWMEXsUupfE48zowsAfJJ3qfwaXtti/FhD/6F6bNhdn6Leo7ttIf0iYOe2rwB/8ZXShlIVG13v4J4d9ZJ2LA4ZH+rKq4mjK6uKf73+cF9Z/nT/M28AL67/OP9//OE1ZXeO2V/jQDQsXG95FKQvOjC7O3tdqBn8WDPpDZnGpbyMNod+izTJ3xBSxwqUWc6r/GTTlnwh2ZnTRnRPvH/0EDOV/HwAfOt1j0sMIIcSdkgBQCHFX5drDzWBGNyA/xUZ909uUaa+gAmXcACpSS/GHS/7g72T/39LRn28GeD4Ui66Ws3bXs2z+4P/wVKV/I4aGQe2mAjP4MwwfMdXxrDhiJ7kmGqWCEx/06A7e93yfeu8miuIqydAOURRXSb13E+97vk+P4Rj1BAbJNdHkH7VjvRBnpmJxZnRRu6kASyAIfaryDT72wf9h3a5nWXS13Oy3rhQd/Ssp7/9bTvU/gwpMHleklYJhoCsDZUCZ9gr1TW+z0mELel+S308IMRlkClgIcVeNzBe4Ink26zOjOHDsIE1Zboq31ZDYFIlnbjxNdjdr9qSR2BhBjv085UVwKjGHT55/Fz0wTbuioR7daaAZLf7yaxgYmkZ2dCa9879BY8t7xFyMp+D3begqnoWnEziVMQcHneZawfL5sQA80vRLtnywF10ZLDu/h4v361SkpVM+P5bF9T3mGr8OMtmwx7+jd+HpTo5/8mN0zWsjxb6F7OYYfNoJNF1HV5C5/7i58xdAVxqaoXMqcTEKeHr/eea5ltCS0kvJ1gbKPwnWS+20JPfQlOUmuq2Yjasf58VNdk42XZP8fkKISSMBoBDiritKs5p57gCS4jdwdd+vsDdG4krpYc7apyn8URfpl2MwMFhW1813+Wt+u2khu2xZOFyRRLTVsKCh258mZkTdXk3XaU/T/Wv+sJBRbTcrdxjKYHldp7lbuDLPhZp3mgfUGyxsXebfNRxI01LUuoe4hafR52lUdiYGKnvA8rpOMwm0rgyiq89Rk+iis7sCR/qLzAkEf1pgvd9Qu/OpUXjis2iw9zCQdIj/u//nLK3rxsBC+uUY2APdf7WFFs9PsTdG+t9LwfrA+7JR6Jg9Hb8qIcQfKQkAhRDTLmlPA4nvZmEoWHA6nr2Rs5jfNMefJy+QL2+eq4PlYT/Dk65xKUNn4OKnWFTfE5Svz+LVaE3ppTO8GAb8a/5cyW4Wnk4YkYDZH/wNVQ7xr8OD2GvdaPgDTg1F7LWr/jV7alRlD4Ympocqi7ghEFIemn2ImG01JDRGBO1Y1gzFifl2Zs3/FbqhsVzpzHMtwcASeD5IbJrDhZJZbA4kqF5wOh5tTgN8Zbp+K0KIP2YSAAohptXA4Q/QX/4vAP8aQCDt/H/SnBRKRk1MYKpW0ZLSi2H4AzLdsHAx3cqvHphHQetRXMm9NGX5cwLqhgW9Xye91kbWuTiUMjiVMSdo5G9oxLAlpZeU2iiyqmJJrYs272UA6ZdjsLyjuLyog5aUEeXfGA4CT2XMIfv8VbKrYqlZ3E7dQh+9GW4zP2F7ggd7UwTHE9ZQnT6bRYEchIYBLSm9gRFO/1S0K6mTtPP/iY8ELIF3o7/8Xwwsz4O8grv4GxFCzAQSAAohppW3/IR/96sxnEjZdnUWNYs7AEhoiqYt5SpHttT5N1EYCk35cPlWccK+iR79l6xtKkapKhoy3GjKx9KrRSx7t9W8h4Ph4E/HoCv2GpWrWgACKV78G0MUmAEZQEpdFI66aIq31VC8rZYlJxKZ0zHbHAlcXtcJ+NO3pF6JIiapiLPhe9ENC6l1NqKaFrMvbh1v2T9Pmm8/OerXGIZCKYMjW+rgPYhvjKY1+SpXFnSSdS7WTGStAJTyvx8JAIUQk0wCQCHEtDIrXSiFMvyBWEp9FKlX/IHXmw9EEm+pCwRnCo9aTK/1b6nvLuJzp3byVOVeDKVQp7PYv30e/bmpJL1/PCiQMxie9tUMReWqFhozr7LiSIo5qgcEJXNWBEYDlUFiYwQnixoBWP9u5qjp4OF7JF0qxfnA1wiraGD9u9UY2gC5+l7yHe28m30/zat+TITnB9g4h8LgyOY62nxLyW3oZP27WeYO6KHgD8MgJG8V3qn+JQghZhzV3qMbN24mhJgpDMPA7XbflXtpmobVaqXn/XfRK8rw1JQx69RFc+PEhzlWLq8rCTpnv+f7JNdG88XWw6RVHQ8aLXNvXsVb2T/DURfDuncygs6rzHMR4h2uzZvYGEFsy2wSXBHmWsN+i4VrsxSzBwzCfD7zeKu9l47Ea0HnegNr/EY69GAdzowuHrn8DLZ9H/rr9zIcUP425zEOrIxnk/VrQedlHypk5VmP+dwDuQuwZuah5eYT+cA2PB4PeuBat8tms6GUunFDIcSMICOAQkyjo2UnOHishJ7eXuzxCTyyeQtZaekTtr98pY639+3F1dZKVEQkGwoLKcxbGdTmdFUV7xUfoL2rk7iYOWzdsJGlCxdN9aPcEUvhelTBWmwlh/BVfAtD+WvxeuY5zNq9hqGo924kuTaa54u/x9C/XM1pW8Og/do58o44cKX0cHBbHQlnl9Klz6dmYTtq3mk0pZNSG+UfbRuqxRsI8gBm+byEXVOBKWFlbkBJcEUQ32Jj4ekEirfVcLKoEd3QODmngOzzcczRLtKScwZl6OQdcdAefQ6bro8YSfT38emzb3Ah7utcmb+RtJCDKGWgGxY88xxoldXmc9se/SJa4Tpzl7QQQkw2CQCFmCYV587y1t732L7tQTIdaRw7WcYvXnmZ//7Ml4iJjh7TvqOri1/s3EFB7gqefHQ7tc56dr37DrbZNpYt8gd4dc4GfrvrNbZs2MiSBQupvHCe3+z6PV/+08+RnjI6ofG9RytcB899G+N0OWpZHpe9Tqwdr5pBYPXgJ3midU9Qbr2hIOtKdhfph0BXcSw4HU/xthr++f7HqfduIi1kPw+oNzCA7KpYc6fv8C7jEVO+IwJCY+Qxw//frKpYnJndaErnA8fHeMnuv/6ftpwyp3E1o5ez+S1EtYcFNpcY5nTy2rY97Mz8E9JDD5jPVZPzIA8sd5jPrUm9XyHEFJMAUIhpcuj4MVblrqAgNw+ARzdv5ULNZUrKy3jw/k1j2h8rLyMmKopHN28FIDE+HmdTE8XHS8wA8HDpceZlZbFpzVp/mzXx1Fy5wuHS46Rv/+Rt9/VIvYcKVx+5oxIR1zfvxtV2EHv8BtKSHjKP6yWHME6VoZbn3zCYGTj8Ad7jRzFmheG5cBS3px5Xno0y3Y524gJzGwtoTvZwLj2OEA2s4a1mTj9lKNyRA9TN6wxK1WIAkZUbaIjdxOqGMta1HuNa6lKy2ttwjKi5OxToDa8VHA7+Rh4fbqdIrYtm2fEkauLieaLhGIcSojmeuonIMxswqDencS2DippFHcz2zCKudbYZRNrCWglRcGVwI4uvtJPUZOVMynl+WaDID9uLfccubG+kYV24Bn2gn4GCNbIJRAgx6SQAFGIaeH0+nM1NbCxcE3R8fmY2dc6Gcc+pczYwPzM7uH1WNqWnKvD5fFgsFuoanaxbVTCmzeETxyfui9eL1+czPxuBjRgt7W0YhsGHLV6+V9aPpuC1qm6+nh/GysQQWjr2UlH1JcBC1eUfkbvoJyTGbia07DiR3/8Ohqahdu2k62vfZDB//ABmVnkpEf/8bf8mDsMgHAgH4i70Y+T9r+E8epUWoraepFCVs+ZklpmDD8DaG8qScjuVeS7zmAJWNNTzpxU7efrsG/5rVFkAuznaZwADFguzfN6gkb/RQaCBwYAlhFk+n3neknI7SwBdneFjVZX8NucxVjjrzXM0Q+EN0Udt7PDnDlxzsgWv/TkMQ7Fhbya66mNV5XtUtv2aHHNNYTV6RTWGUrhff4Xe//YtBvLum/B3eD1KKRLj4m/rXCHEHy8JAIWYBh6PB90wiLRFBB2PtNm44O4d95xet5tIm21U+wh0Xcd9zUNURCS9vb3jtLHRc51NHfuPHmHf4WLz86zQWfzdl77Cf/5uJwODA1SHL4WwLHQ0MHReOVJJWV8lc2J2ExWpUIH1eQeP/5LOrhYeOHeSlUoFyqEpqna9yvsXqse9t9nWMAjetWuQfCVyeLetMrA32TCGqn0YQ+v0GB5x82q44gdJbAv11wpWGqudH45pP3LK99osZa75Gy/4G2rvb8eI4HHkvWG180N8gfJ0BtASP0jI4MgRyUB7/O0TGiNRGEHPl3wlcuz0s2GgK8W513/H++cvTvg7vJ6h36cQQowkAaAQ02nUpszxApAbtfcfHvHFqJ2eIwOr8WxaU8T6gtXD7Q0Dn9fLn3/68TEjgDoaTxQtYWViLi0diVRUHQUsKOVjQ8HnAyOA89ACI4CarrNo+6eYO+EI4Hy0ESOAw4+paErvIbbdagZJrmQ3ShksOhNvBnUwnNrFF6Jjbws1r2ExdI45VpJ91TnumkEdCB8wgt756JG/oaAwfMAYlSIm+N7++7wRuAbY20JpS9PN4G64r/4Sca0pPRiG8ieXDnw/9LzD7wCMQHC8+BOfZu4djAAKIcRoEgAKMQ2sViuaUvT0Bo/29bo9RIwawRsSYbPR0+se1d7tT6Uy218nNiIiYpxruie8JkBISAghIcN/FRiGgdvrNacNH4qHmEgPp1x9LB+xBtAe/zQxUdG42oqxx68fXgO49WH0qGhzQ0PsddYAatseISQxkb7SEozQWXgulOD2XMGVZ6N83lc5EX+e+c4yLiXFcDFlOe36KgZXlPHAyZPmLl5XZj/VC5pIbIwIWgNYkZrOr3Mf50LcXNa27aHPcYqs9jYzdYsGhPt8jBcejw4Kw0dMkSv8KWVq4uIJdy7ncPxWjqfms7i7nNyGen9wGRiRLN5Ww9wLyaTUhJvT1u+vWMGrSV8kTp2g7gEPc5u7uOjIw1KwCLXgJezlbmyz/WsA1eAA4fcVEpZXcMdpYIQQYiQJAIWYBiEWC46kZKpra4JStFTX1pAzf8G452Q4UjlXHTwNeLG2htSkZCwWf/GwjBQH1bU1QSN6F2svk+FIvaP+FqVZgzZ/DElLeiho88cQrXAd3ORO1llr78cbCHAi+UtsJYdIOFXGMi2Fn6zbzH9V78JuKcXlW0W9dxOzB3aNSMRsEN0RTnZVHF2x14JG3HqWHCA1ZD/HUjfRmHmVB6y/4fRciOkIJ6Uu6rrr/kaPwo5s58zo5nRBM4pm3kx+lnpvPmkh++lZchDVkBU8ItkYifVauLnrWFcG4YMN1Az8D7whoNJLOezYwH3ztvNF71mMvo+hnhzeOKNpGrOsVrwez638uoQQ4oYkABRimqwrWM0rb+7CkZRMhiOVYyfL6eq+yuq8fADe+WA/V3t6ePLRxwBYnZfPkbITvLXvPQpy86hzNnCi4iRPPTa8u3ftqgJ+8tJ/8UHJEXLmL+DsxQtU19by5T/93LQ8463SSw7he9GfB1Dt2sm8xx8mMvYf0Q2NHPVrTvU/Q1liHmvO7jVHAK1XwXo1CkddVCDZs4WWlB4MNP7bBzu56ivn8qIO9HkamtK5vKgDR130uHkAxwsIR6ZwUYZ/Z6+/JJ3GBuc+ss+XM0erpiXHP+KX2BiJN8THknJ74BwYGmXUDEV5wgrywn7A8rCfmc9lP+PCt/Nt87l57tuSCkYIMaWkEogQ0+ho2QkOlJTQ4+4lKT6Bhz+2hex0fyLoV956k86rXXzps39mtr98pY639r2Hq62NqIgINhauGScR9Dn2HDxAR1cnsXPmsG3D/beUCHraKoGc/BBPbXlQJZCynHAurj2BpoaTKu/3fJ9l9Vd4+uwR5rR4gsq9tW9IZ9/iN6e9EsjHzj5K3KErKGPkxhGoSE3jx5u2sMn6teG1iIbG/MOryD/bF1wJJGMF2oqVUglECDElJAAUQgS52wFgSPlx3P/wdbP2LQxvrnhrsw/33DMYRuBrFG78tYC7ToTzfPH3gq635+l/YNaKPpa8+TLxhxqDgkM14rrF22rNWsDzT8dPWAsYwFAGF5a2cbKokZTa6OvWAm5bl0Llo08xcDKcrb/9R3Nziw+FBYM3HnuQ1uQ3sFHlH2cMPJft0lIe2WsJ2jAy9D5s//g9c4r8TkgAKIQYSaaAhRDTylt+wgx2hgKvxvRuahZ1sPziHOKKV9Du6OTIljoUBlajigjPlzmb+X1e4Otsr3mVSEsXR+YmUh32Js1n7uMby/6ShEP/27yHAnyAJbBucMmJRABaUnpZeDrBHOkbE/wFkje3pPSSUhvNkhOJGOMEf0P36Fr2l/z2zBWSwkpxPTCPJW1XadZT6B9MpjHZS3zy/8VqaCjlf9aivRnEOefQ7uikeFsnWVWxgcoh/hQwKOV/P5IIWggxySQAFEJMq5C8VfTvfAkYTs/SGzVAxsU5pF+OwcDAdjkG4z0o2VKHpnR0w4LdcoLsUA+z53yIM9nNrKyrLAqsqTtq/Wuat9WQVRUHGHSQyfK6Tn8QiGJOx2zWv5tJ8bYairfVBAdeDAeBzgx/IAr4R/4CgeJQ8HcqYw6x1AKKmkXt1Fj38oD+Q3RDQ5uv0xsSzdwmG8cda2hJn01soPQbwJr3MoKeD8AdORAcWBoGIXmr8E79r0EIMcNIACiEmFaz1t7Ptac+h/7yf2GYefJ6ue9AWtCmDHujP5WNYSg05WNN6wAff78aXcWz8HQCZ1a4CPVpuJI9tOccxJnppjGzm+SaaDbsicZQRmAEcDh5dGJjBCeLGnFmdrPseJJ/40bgnpV5rsBuX1hxJGXMtK+OwfK6Tg5u7aQp6yoGFiJ9B4mricHeZGXQorP0pL+SyUKjmj88vIjuVH/SbKX8zzPy+RIbIyjdWM/CMwlmAKo99Tn/LmnZBSyEmGQSAAohpl3z1lTOd9aQ2BRJS3IPc7b8JT1Xigk/12cmXnYl+9clxtWvJbV9Lqrp0nDeP2UMB1unFXWOXEpmnfaPFDbZgtpphjKng70hun+0TunUxMWzZESfauLiUTSjGxreEH1M8DeU1sXeZMOZ2YumfORfzSNjjxaUpmYo2Mw85YTWz9MQd4mO9EO4kt1k1MSYz9eTFcGcLX9JMT8138PCralEj3lbQghx57QbNxFCiMl1pN7Dv53o4Ei9P6hrbjtIU5abluQe7I2RaKUf8v6GY1zJ7qI/fJBTGXP4+cYNtJ3/H2z5Qw8LS0+xqL7HDK7UiJE9Q1NkdS5kyfxvEG7NoTZtQVC70vRMLICO8tcarn6E9z3fJ7xhub/NUL4+53Le93wfvfoRlpTb8QXWCJamZ5rBn2YoatMWEG7NYcn8b5DVsQBDU2aJuJHtFtf7+73lDz20nf8f/HzjBk5lzKE/fJAr2V28v+EYWumH2Bv9wV9TlpvmtuLA+3IH3peMBAohJoeMAAoh7qoj9R6eP9CCpuC1qm7CwsJIit/A1X2/Yv27gUTKpzvoeDCGo1vqMFDUDyZy4tr/5NmmX6MrDc3Q8SmN0w4HnqhrpNizydx/HB2Fpht0DzZQefHfUMpCV5qPD5/8LJaz1Vy2W4hqsPnbYaCjsDoXU2/fxOGEaDZXVZpl5g7Hb6Xem4/V6cTHFSz4d/Netdl4bbON9CYvLZlZ9KTuQPVZqLx4mkzvV4jQ/fV7NcOgdlMBja7LWLtns8zpxGLo6EojpSmEt5P/J5Ef+ypnQ8+hMHDUxZDzTge6imPB6XiKt9WQVLCe4tpuntvvMt/XCxsTx03KLYQQt0JGAIUQd1WFq89fV9gATUFZo5u05IfJ158IrAH0l3LLPBcDgMIgPfQD8sJ+wDVHFZqho+Ov9bsr69Pse+jHtD75Ir/NecwM6iLePoKjLgbD8KGUhWsLOzlfdIz+7GMkz34fLVBFWcMgdtaHpIXs53hqPr/NeYza6FR+m/MYx1P9FT5iZ5VhCbS3YJAc/j792ce4tO44vpxOlLJgGD4cdTFEvH3EP1JoGPw25zFan3yRvQ/9mDeyPu0P/lBohs41xznywn5AeugBVKCec9Y5/3Swf6oa8vUnSEt+mA+d7qD3dcrVNz2/OCHEHxUZARRC3FW59nBeq+o2g5r8FP/mjqjCP8H3Xing3wCRWhdNSm00jZlX0Q2N5WE/IzkkGsg007TEW06THX6EM3X3McfXb47sGUBOaQIAzowuwEApCxo+QryWoLV8ds7xpy3HiazcwIqGenxKI7urgcVXy+lZepBEIjFUHCoQmIV4h3byWpgzOwRPtz/4yylN8AemgZHC2b4BKuve5L7wUi5bIgM99gd7qSEHsIRdNdcfptRG46gbXu2nDP/7AFjpsLHjdLv5vpbbw6fsdyOEmDkkABRC3FVFaVZe2JhI14EDLG85R7ZzA97EArTCdeir12IcP+LPCagpsqrmYG+MwJXSgzOzJ2hDh0/B5vbfcrK1CSs/JTT0c2bwp4CYdivr3smg9+GnUZcHMTQbjZm9tKT0sPB0vDna6Avxsf7dLAzqAf/IIkCusx7lzKIyz2UGf8qAlpQeQCOl1kbe5RRWzPoKEe8cCUoibcEgNLSJ2R3/l24Um9uT8akELAbmxpHGrG5S6yL89YK7QzE0hQrk5Ver15ql4NZnRvGDOZfpKztBWN5KctIy7/JvTAjxx0gCQCHEXVfoLMP3238ETcO97/eEPP8dVMFatK2P4Dt2GDQNpeuk1kWjK1hwOh5nxlW6YvsCU8T+lC7+0mz+oCmdEnzMxhI44h/h808Ho2ms17Mo3lZDQ0YvxdtqSOtaT31MMYmNkUEVOIYCyKHKISFeS1D7hoxeUmsjWP9uFmgfgq6blT7MiiOB/pwNXHFkwmktsPt43TsZ5vNpRuDOmga6jrb1EfNdDRz+gHk/et7/Xcmb6PFhUidYCHHHJAAUQkyp+ubduNoOYo/fQFrSQwAYp8rMYAfNgnGq3B8AFq6D576NcbocT02ZWRcYIKUueJp0SEptFImNEQyGdGNhdiDZM0EbPTRdR1eQ0BhBY2Y3DRluvOHhLOvYiCuk1NwlrBmKlngf9rbhsmzeEB+LPRs5nRRKs92NpnQSnRH+wE3X0ZXCMqLc29BIoArpZsWRFLN+8Ej+fIN+WmBUcCB3AdbMPNSyvKAAz1t+YsS70jBOl0PhunHfqxBC3CwJAIUQU6a+eTcHjj+FUhaqLv+IjQUvk5b0EGp5PuzaGQhsfKjleYB/h3BFSA65D+YTf/QUWRXKTJbsr9ARmCJF4VPKrOAxFKydWeHC8EZxhUIGB5O5ZpnF02ffCKSIAV+If3o3tc7G+nerMRTEG3Yq81xYvBq+EJ2QQY22NN38vKTcjqGusMmA4m02GjO78YbqgcANc8PHbN8AoaFNpFOCCukekZcwAWfGVXxKYTGCn4HAM2mGoik3hLY1f0GFq4/ceo+509eslBIIAtWyvAnfqxBC3CwJAIUQk+ZIvccfwNjDKUqz4mo7aO6SVcqCq62YtKSHzJE+zpwk/L5CvHkFHKrrDUoP83crHsKTd4D06hgie8KCpml1BRbDYMCIQ1eD5gheqE/j5NoLwAWuxf47SzIepXZHM5n7j2MogyXldtoTPEQ1LcJQAyjDQMcgxGehJaVnOA2NoSjeVoO9MRIjkD/QUIqoxsUYxjl//sBA4Fa7qYB5T/41lXVvMrvj/3KWUZVDlEGfEYfF8JopZvzP4P/eHTlA3bwuWnP+O98d8fwvbExkXUYEs9beT//z30GvKDNHB11nvjnuex39/oUQYiISAAohJsXo/H4vbEwkLX4DVZd/ZAYr9vj1ZnutcB1a0QZmWa14PZ4x6WEGT4YHRt/87RvTu7m8sAuldMIbcuhLPYthKLKvZA5P35rTrYokywn+UH0/W1yXSB8RjNmbIrhkLCLXqAisFVQktyUR2T07KGibez6RiIFolOH1r+0zDJzGQuY21Qe1a3RdZm91D/eFl9IdGKccWvM31M65qJrGxcaIfmtkn48htS4aW28YS8rt7FkUPibdy7qMCAAshetRBWvNd2cf572O9/4lCBRCTEQCQCHEpBgdwJ1y9VG06iE2FryMq60Ye/z6605Tjk4Ps8x1ztwMgqbRlbiBfQ4DrxHG8syfYRigFBzcWkva+fmE0mZeK6U2kv4DPRgJhylLzGPN2b1mMHY8YQ0RziR0TqEFpmMjGweJIlBrODCyl1Jrw2CQoclaH4r+wWSOO9aw0Kg2r1eeuIJjzmvENUWyuT3ZDEKdGVfpM+JwLqr21wo2QGWWcKr/GUJUP3GditT60+bzLW+pQk9cfFPpXtKSxr7Xt050jH3/EgAKISYgAaAQYlKMDuCGApi0pIduan3aUHqYU64+ltvDcTgL8L3/e3PtW9iqT7LoQBkbm/fQkZ5E5ermQBBokFU3iE/5R9SO5oaxpqIfnzrH5qpKjjryeHtpLnN0J23zVvFb22cpHCzjk+ffDawuDJR/C9T3HTI09QvDqV1OJy6mxP5Zoh97ifjqE3RqDlKaLPxpy06ePrsXn0pk4Wl//kH/mj8vjYsNM1hdciyJ9VdOcyBpK7M25kNphfl8jqL7eMEx/Pw3Ct5Gv9eJ3r8QQoxHtffoxo2bCSFmCsMwcLvdt3XukXrPTQcwAJqmYbVa8Xg86Lo+5nu95BDG6XLUsjyM82fRX/mVmWrlTJ6LyoJmsg8VsvLsNf8mD6Vom6OR0OkLpFbB3JW7/7P/L17WmkiylNLsu4/NvYmkHt/DGmeZOZo3FPQNBYNDx4868mko2MreiBbz/Kf0ZDa99H/wKQ2LoZu7jw1GpKFR8GHObC6vK2HJsSSWnrSb/dee+DPUwhzz+cZL7XKj93Mr799ms6GUmuBMIcRMIwGgECLInQSAt+pWApzBr34RLl8E/AFWR6KV/99DS3iw6RX/5o1A0HYlu4v0yzHm7mEAQ9P4cKmdS2veMatvtPMApzzbSa6NZm3bHmxhraw52WLm5Tu6IhF3fwKH47fSlHmV5dbXiWO/ef7cIw+ystKF0vXhyiJB+QT99y/eVsM7yU/w12+cJrmjb3iMce4CQn/w80l7PzciAaAQYiSZAhZCfCRoqwrRAwGgAvrzHyOEShoy3FTmuQIbRgzSL8dQmeciuiOc1Lpo/widrnMt+QiGAZryB1Kx7GeT9X2uzN/Izsw/IUSB1/4cCY2RtKb08LL9i9QMbiIv7AdsCvvZcN4+pWMYcC3lCOp0ljkCeGaFi1CfhjeQOmaIYWiEqH4OJG3l6Y43hp9n5eq79eqEEGIMCQCFENNCLzmEfrqcgYI1kFdww/aWz/+l/7wPj6GtXE3awhye2X+BWpuNEK9lRLoWgxCvxuEHaxm4+CkinPO45jjH2gtd3HcgFVeym5KtdahASJcWcpD00ANcGdyIYfjXBBqGIk47gTcElgeCv6Gxs8I9GdibbLiS3bz0QAZW52J6HdXMml8BwNp3Ms3RP10ZZJ+PIa5TMWtjPtrSaLP/Q88jhBDTQaaAhRBB7sYUsF5yCN+L3zI3QAyVgrvd80dP+1bmuTh1Xwua0jnV/wx/9kE5i2q95vdXsrs4svkKSvn/+tMNC5GXF/PI3uEKIL96YB7V6bNZNOs35qhf0d6MoPucypjDux8zSA89gG5opNYFSsSNFuin5blv31IZN5kCFkJMFW26OyCEmHnGKwU3kl5yCN9Pf4BecuiG5xsKIq+GoZu7eSHEZ/EHbWgsD/sZmc19ZtBmALHOeOq9G/33MixoykdSkzU4D2BzFy7ffWhKRzc0lII455zAaKD/OgtcLaSHHgT8U8P2xkj0QIxlYNAb2e/PYziyjNs4bvS8Qggx2SQAFELcdWp5vhkUjSwFB8Oje/qbr/r/O05QNPJ8ZfiTRJu7doGIq6E46mIC4aBGS0pvIGgzUECHo425VwZILd5KiusTXIv9dypTNgbVBL7oyOO+eduxd/wD8w+vwnZpKe2OTrMknQJaUtwQmEpOqY3G2h1q1vZVKOrmdaEMgsq4jXYzzyuEEJNN1gAKIaZcffNuXG0HscdvmLAU3NAUZ/DoYGDUbNS06dD5QylU4jK7qTn4OsknBwmvqCalPgZHXTTdOSupSCulZGsD7IHExghaUnqpm9/Jn7wbg6560c66eGC5g18WKCrbfkXylUia0nuwFCzii96z+Ha+7Q8KKy0Ub+sE/NfpyYrg6IY6HHUxZJ7z5yA0NH94OJC7gKbcEOI2fAtLbdR1U73czPMKIcRkkwBQiGng6bvGm+/t4Wy1f1drzrz5PLZlG7PDJ07eaxgGew8Vc7yinGt9faQlp/CJrQ9iT0gw2/zkpV9RU38l6Lzli3P4zPZPTs2D3IT65t0cOP4USlmouvwjNha8bAaBI0vBDVHL82HXzuuOmoE/CDziyPfXvh0Mp+iJh/B1/QD99GV/dQ0g6mwb689mUf5JaPhcFnVH3yfRGUFWVeyI3H9gnC4nP2wvOeV2DAxi262oBS9h9H0MI1C/V1cGWVWxuCMHKN1Yz5wtf8myUis573SYO4SVboCmYc3MY8ETX+VIvYe3QvrIfTB/wryIN/u8QggxmSQAFGIavPzG61zt6eGLTzwFwGvv7GbHm7v488efnPCcA8eOcqj0GI8//CjxsbG8f+QwP9vxG77x7JcJCwsz2xXkrmDL+o3m59CQ6f2fuavtoFmzVikLrrbi61YGGT26N9GmifFq3xYOBVNKgRHY4KEMrJfa6fXUBPIFDq99GQoC1bI87Dt2AZi5A+3lbtST+ahdO812qXXR6MDCMwkU89PAmr84M/cfSplB3M3W5r3Z5xVCiMkkawCFuMta2tq4cPkyn/r4w2Q4UslwpPKpBx+m6lI1re3t455jGAaHS4+zqWgtSxcuIikhkScefpTBwUFOnq0MahsaGkpkRIT5J/w6o4pT5Ui9h3870cGReg/2+A1m8GcYPuzx64Pa1ja8Qenpv6e+ebd5TCtch+XZr143GBqv9rBWuA7Lc99GFRQBmKN3Lck92Bsj/Z/BHLEbWD7f3Jlrs6YFXd9mTTevN7B8vv96BM5XkNgUiSulxxxFBFAFReb1xuvfRMZ73vrm3ZSe/ntqG96Y8DwhhLhdMgIoxF1W52wgPCyM9BSHeSzd4SA8LIw6ZwMJcXFjzum42kWP2838zGzzWEhICFlp6dQ5G1idl28eP1lZSXnlGSJsNhZmz2Xz2vVBI4RTbezI1/1sLHgZV1sx9vj1QaN/9U1vs//Ykyhl4dylH5rTwzdjotq3WuE6tMJ16CWH6C55jTLtFZqy/GltFpyOBwI5/ZTCmpVvBl3WBWvQT1abOf+sCwrN61lPlaGfuoQKjCoqA1qSe2jKclO8rYZ8/QmiCv8kKIC7k9q8I6fNz136IZtW78Bh//hNny+EEDciAaAQd1mv202E1TbmeITVRo+7d/xzev0BTKQt+LxIm43O7m7zc96SpcyJiSHSZsPV2so7B/bT1NLCM099ZsL+eL1evD6f+dkYCnKUuq28cadaRo18tfSz7r5HyEh5ZEzb5lHTwy3th4La+UqKMSrKULn5WAqDRw7XZUTw4ibFyeY+ViSFU5QW/G60og3EFm1gYdMWotuKSSpYjzanAf3l/zKniLXcfDTNPxGiD/RjKIUyDP9/BwfM74wVK9FHTC1rT32OhVtTzevGJj885tlu1L/rPV9Le/HYafNx7nEzDMMwf6dCCDFEAkAhJsl7xQfZd7j4um3+5vNf8P8wTlw1snbthEZ9bYw6VLBieANBUkIicbGx/Ot//gfO5iYcScnjXnL/0SNB/Z4VOou/+9JXsFqttxUArs6I4dVzwyNfqzOisVqD174V13bzodPN/NlrMYwfmsFOhmOz2Xbg8Af0v/BN0Czw+iuE/eP3mLX2/qDrbF5oZfNCzPbe8hOE5K1i1tr7zXusdGxj4+rH/Y2+AgPL84LaDRkoWIP79VfQlUIzDMLvK2TWUL8f2MZAWFjQedHAwrmPU1zbzR/Kr7LSYWN9ZlRQPzavvd/s32jXe74MxxbOXRp+Lz2hRfx0xD1uxd2s7SyE+OiQAFCISVK0chW5OTnXbTMnOoamlhZ6x/k/ZLfHQ4Rt7CgRQESE/3hPr5uoiEjzeK/bPeE5AA57EhZNo62zc8IAcNOaItYXDNelNQwDn9eLx+O5rQBwZWIIL26ymyNfKxND8IzY5Xuk3s1z+12BAHEp/6vgN0QOHsEev57E2M1mW+/xo2aeQDSNvtISvBOUjPOVFON94ZugafTvfImKv3qBv+vMRlOw43Q7L26yD4/A5RVAXgFeCNp9TF4Bvf/tW5x7/Xcs/sSnCcsrGPP96PNGPsuO0+38YM5l5v3oebMf/c9/Z8zI5ZDrPV9i7GY2rd6Bq62YntAi/p/jS9FU+9hnuQky+ieEGI8EgEJMEpvVis06fqqPkTIcqfT191Pf6CQtsA7wSqOTvv5+Mhyp454TG+2f1q2urcGRlASA1+ejpv4KH7//gQnv5WprxafrRNoiJmwTEhJCyIidwoZh4PZ672jqsNAxm0LHbIAxJczKm64FTRFX923k2RWPoet6cNtlefD6K8M58paumLAcmn7yw6BcetfKP0TLyjbvcbLpmtmf6xnIu4/3z19kbt59N1V6bfSz9JWdCOqHXlE2cYm7Gzyfw/5x0pIf5qflV9FU+y0/ixBCXI/sAhbiLkuMj2dBdjav/mE3V5xOrjidvPaH3SyaOy9oA8g//fTHnDlfBfjX4629r4D9Rw9z5nwVza0t7Hz7TUJDQ1mRswSA9s5O9h4qpqGpkY6uLqouVfPS66+RYreTmTp+YDkdcu3hZjCjG5CfMv5o1tAOXO2xT9+whm5wZRGd8BX5Qfe4lQ0Yd/IsYXkrg/pxvZx+N/t8Kx22u/IsQoiZRbX36DI/IMRd5rl2jTf27uHcxQsALJ6/gO2jEkF/8zv/h08/9AirlucCIxJBnyzzJ4JOcbB96zaSEhIB6OruZsebu3C1ttI/OEBMZBQL585j87r1WGff/IjR3VgzdqTewylXHyuSZ7N5YQIej8cc/RpdNeRm6SWHgnLpDd1juT18wiTMo7naWvn3l3/Ds099Bnt8wo1PGPEsQ/cZ3Y9bMaZiiqZhtVrZe76Vk03XbulZRrPZbLc1pS+E+OMkAaAQIsjd3DQwFOAMBYAj058Yhu+m0sLcbsA4ntsJACerX+M9e0bKI0Hv505IACiEGEmmgIUQ94zxqoZcz1DQdL7mJxw4/lRQMunpdDv9utVnF0KIOyEBoBDinnGjqiGj3atB0+3061afXQgh7oTsAhZCTKvi2m6O1XWxPDGcorSHJqwaMh57/AaqLv/onguabqdfaUnBz14/eD9vl7axOiOGlYnyV7UQYnLJGkAhRJC7uQawxHltRE5AeGFj4i1vcvCvtbu5gPFGOva8TdWu37Fo+6eJ3Xp7lTcmo18jy+npBry4yX7HqV9kDaAQYiT5Z6UQYtqcbA7Oo3fK1XfTAeCReg8Vrj5y7fdTtPTOAj/w7yKO/P53WKkU2ve/gx4Vfcu7eEdKS3qItKSHOFLv4a0THeTewg7eCldwOb2TzX2S+08IMalkDaAQYtqsSJp9WznuhkbIXj/fzfMHWjhS77nxSTdgnCrD0DQ0w8DQNIzT5Xd8zdvt5+j8giuSJPefEGJyyQigEGLaFKXZ+O6D6Ryru8ryxLDbHiG7lZHDiajl+ahdO/21gG+QxPlm3W4/i9KsvLAxkVMt/azOiGZlYsgdp4ERQoiRZARQCDGt1mdG8Vf3xd1SADd6hGwyqmNohevo+do3+TBjHj1f++YdTf9ORj+L0qz81X1xrM+MuuN+CCHEaDICKIT4yDFHyG6x0seNDOYX8P6FaubmF0zK9aaqn0IIcackABRCfCQVpVknPaBq6djLnJjdtHQkYo9/elKuORX9FEKIOyUBoBBC4E/bUlH1JaIiFRVVR4mJir7jtDJCCHGvkjWAQgiBv3oHWFDKAO6dqiJCCDEVJAAUQgj81TvAh2Eo4N6pKiKEEFNBAkAhhMCfuDl30U/o7llD7qKfyPSvEOKPmqwBFEKIgHrv/ZT2JZLlzWHZdHdGCCGmkIwACiEE/qod3yvrxxmWxffK+ieluogQQtyrJAAUQgiGq3agNLNqhxBC/LGSAFAIIRiu2oGhT1p1ESGEuFdJACiEEPgTNn89PwxH/2W+nn/zdYmFEOKjSAJAIYQIWJkYwry+SlYmyv44IcQfNwkAhRBBDMO4q/ca+nMvUEoxK3QWSqnp7gowue/nXnnHQoh7g2rv0eVvBSGESdd1PB7ZAfvHxmq1omnyb34hhJ/McwghxrBa/evfpnokrK+/n2//8F/41l9/lfCwsCm910ztj4z8CSHGIwGgECLI3RwlUkoxMDiAUuqemHb9Y+zPvfAcQoh7j8wHCCGEEELMMBIACiGEEELMMBIACiGmTYjFwsfWrifEYpnurgDSHyHEzCG7gIUQQgghZhgZARRCCCGEmGEkABRCCCGEmGEkABRCCCGEmGEkABRCCCGEmGEkEbQQYsp4+q7x5nt7OFt9EYCcefN5bMs2ZoeHT3iOYRjsPVTM8YpyrvX1kZacwie2Pog9IcFs85OXfkVN/ZWg85YvzuEz2z8ZdOxo2QkOHiuhp7cXe3wCj2zeQlZa+oT3vnyljrf37cXV1kpURCQbCgspzFsZ1OZ0VRXvFR+gvauTuJg5bN2wkaULF93U+5js/pw4VcHvdr815rwXv/H3hIbIX+9CiInJ3xBCiCnz8huvc7Wnhy8+8RQAr72zmx1v7uLPH39ywnMOHDvKodJjPP7wo8THxvL+kcP8bMdv+MazXyZsRDm0gtwVbFm/0fw8OuCpOHeWt/a+x/ZtD5LpSOPYyTJ+8crL/PdnvkRMdPSY+3Z0dfGLnTsoyF3Bk49up9ZZz65338E228ayRf4Ar87ZwG93vcaWDRtZsmAhlRfO85tdv+fLf/o50lMc130XU9EfgLCwML7x7JeDzpXgTwhxIzIFLISYEi1tbVy4fJlPffxhMhypZDhS+dSDD1N1qZrW9vZxzzEMg8Olx9lUtJalCxeRlJDIEw8/yuDgICfPVga1DQ0NJTIiwvwTPmpU8dDxY6zKXUFBbh6J8fE8unkr0VFRlJSXjXvvY+VlxERF8ejmrSTGx1OQm8eq5bkUHy8x2xwuPc68rCw2rVlLYlw8m9asZV5GJodLj9/wfUxFfwAUBL2HyIiIG/ZFCCHkn4lCiClR52wgPCwsaGQs3eEgPCyMOmcDCXFxY87puNpFj9vN/Mxs81hISAhZaenUORtYnZdvHj9ZWUl55RkibDYWZs9l89r15gih1+fD2dzExsI1Qdefn5lNnbNhwv6OvC/A/KxsSk9V4PP5sFgs1DU6WbeqYEybwyeuHwBOVX8ABgYG+M6P/gXdMEhJtLNl/UYcSUnX7Y8QQkgAKISYEr1uNxFW25jjEVYbPe7e8c/pdQMQaQs+L9Jmo7O72/yct2Qpc2JiiLTZcLW28s6B/TS1tPDMU58BwOPxoBsGkbaIMde5MNG93e5x7huBruu4r3mIioikt7d33L71uN3jXnPIVPUnMS6exx9+FHtCIv0D/Rw+UcqPf/1LvvbFZ4mPjb1un4QQM5sEgEKIW/Je8UH2HS6+bpu/+fwX/D+osd8ZGKjxvhhp1NfGqEMFK/LMn5MSEomLjeVf//M/cDY34UhKvs51bnDvcdr7D4/4QqlRbcZ9zJu+/p30J93hIN0xPMKakZrGv/ziZxz5sJTHtmy72V4JIWYgCQCFELekaOUqcnNyrttmTnQMTS0t9I4zMub2eIiwjR0ZBIiI8B/v6XUTFRFpHu91uyc8B8BhT8KiabR1duJISsZqtaIpRU9v8Ohar/s697bZ6Ol1j2rvRtM0rLNnB/oXMc41r983YMr6M5qmFKnJKbR1dly3P0IIIZtAhBC3xGa1khgXf90/oSEhZDhS6evvp77RaZ57pdFJX38/GY7Uca8dG+2f1q2urTGPeX0+auqvTHgOgKutFZ+um1OsIRYLjqTkoOsAVNfWTHidDEfqmPYXa2tITUo219tlpDjGaXP5un2byv6MZhgGTS7XmKlmIYQYTQJAIcSUSIyPZ0F2Nq/+YTdXnE6uOJ289ofdLJo7L2gDyD/99MecOV8FgFKKtfcVsP/oYc6cr6K5tYWdb79JaGgoK3KWANDe2cneQ8U0NDXS0dVF1aVqXnr9NVLsdjJTh4OpdQWrKa04SWnFSVra2nhz73t0dV81N5K888F+drz5htl+dV4+nd1XeWvfe7S0tVFacZITFSdZX1Botlm7qoCLNZf5oOQILe1tfFByhOraWtbeF7wxZDxT0Z+9hw5y4fIl2rs6aXQ187vdb9HY4qJwxGYZIYQYj0wBCyGmzFOPfoI39u7h5zt+A8Di+QvYPmptWmtHO339/ebnjavXMDjoZdeed/yJoFMc/MWTT5s7fC0WC5fqajlyopT+wQFiIqNYOHcem9etR9OG/02buzgHzzUP+w4fosfdS1J8An/++FPMCeTc6+7tpav7qtk+NiaGLzz+JG/te4+jZR8SFRHBo1u2BuXcy0hN5entn2TPwQO8d/AAsXPm8Jntn7xhDsCp6s+1vn5ee2c3PW434WFhpNiT+NJn/4y0m+iPEGJmU+09ujHdnRBCCCGEEHePTAELIYQQQswwEgAKIYQQQswwEgAKIYQQQswwEgAKIYQQQswwEgAKIYQQQswwEgAKIYQQQswwEgAKIYQQQswwEgAKIYQQQswwEgAKIYQQQswwEgAKIYQQQswwEgAKIYQQQswwEgAKIYQQQswwEgAKIYQQQswwEgAKIYQQQswwEgAKIYQQQswwEgAKIYQQQswwEgAKIYQQQsww/38Y1+iPBXtGVAAAAABJRU5ErkJggg==",
"text/html": [
"\n",
" <div style=\"display: inline-block;\">\n",
" <div class=\"jupyter-widgets widget-label\" style=\"text-align: center;\">\n",
" Figure\n",
" </div>\n",
" <img src='data:image/png;base64,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' width=640.0/>\n",
" </div>\n",
" "
],
"text/plain": [
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"opm.seq_model.gaps[-1].thi = opm.optical_spec.parax_data.fod.bfl + (min_r*0.25 + min_g*0.5 + min_b*0.25)\n",
"opm.update_model()\n",
"\n",
"spot_plt = plt.figure(FigureClass=SpotDiagramFigure, opt_model=opm, is_dark=isdark).plot()\n",
"print(spot_rms(sm))"
]
},
{
"cell_type": "code",
"execution_count": 18,
"id": "6850fb6c",
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "0429eee7438447e7bcc4f472aa0d9f40",
"version_major": 2,
"version_minor": 0
},
"image/png": "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",
"text/html": [
"\n",
" <div style=\"display: inline-block;\">\n",
" <div class=\"jupyter-widgets widget-label\" style=\"text-align: center;\">\n",
" Figure\n",
" </div>\n",
" <img src='data:image/png;base64,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' width=640.0/>\n",
" </div>\n",
" "
],
"text/plain": [
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"abr_plt = plt.figure(FigureClass=RayFanFigure, opt_model=opm, data_type='Ray',\n",
" scale_type=Fit.All_Same).plot()"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.10.0"
}
},
"nbformat": 4,
"nbformat_minor": 5
}