{
"cells": [
{
"cell_type": "markdown",
"id": "d45ebfbe-63a7-4016-98c8-c7b7d8d88f11",
"metadata": {},
"source": [
"# DIY Figure 1\n",
"\n",
"In this *Do It Yourself (DIY) Figure 1* notebook, one can use the theoretical approximation developed in Sapienza et al. 2023 to change the parameter choices from those illustrated in Figure 1 of the paper associated with pole position estimation. This notebook thereby enables a researcher to obtain estimates of the angular error for the paleopole estimation for the latitude and the estimated within site precision that fits their study. \n",
"\n",
"
\n",
"
\n",
"
\n",
"
\n",
" Figure 1: Root mean square error (RMSE) in degrees between site mean poles and the true GAD pole (top panel) and between-site VGP dispersion (bottom panel) as a function of different combinations of the total number of sites N and the number of samples per site n0. For this diagram, we use a paleolatitude of 30° (κb ≈ 35), poutlier = 0, and κw = 50. The white dashed lines represent isolines where the total number of samples n is constant, and the black lines represent isolines with constant net mean error angle. Each point-wise estimate of the mean error (i.e., each box) is based on the results of 10,000 simulations. While these simulations represent secular variation using model G, similar results emerge from using the TK03 model (Tauxe & Kent, 2004). This notebook allows you to recreate the top panel using the theoretical approximation\n",
"
\n",
"
\n",
"
\n",
"\n",
"A full simulation would be more computationally expensive to run (i.e. take a long time), but our simulations showed that theoretical approximations and numerical simulations differ at most $1\\%$ from each other when there are no outliers in the sample. Therefore, the theoretical approximation is used here."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Import Python packages\n",
"\n",
"Run this cell to get the Python tools needed for the notebook."
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "b6fb8fbe-e92f-4336-b6f2-0866f4c23379",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/var/folders/yz/k237ph5966sct06x3qf_9dt40000gn/T/ipykernel_72811/2317696597.py:4: DeprecationWarning: Please use `gaussian_filter` from the `scipy.ndimage` namespace, the `scipy.ndimage.filters` namespace is deprecated.\n",
" from scipy.ndimage.filters import gaussian_filter\n"
]
}
],
"source": [
"import numpy as np\n",
"import pandas as pd\n",
"import matplotlib.pyplot as plt\n",
"from scipy.ndimage.filters import gaussian_filter\n",
"import matplotlib.colors as colors\n",
"from itertools import product\n",
"\n",
"import smpsite as smp\n",
"\n",
"%matplotlib inline"
]
},
{
"cell_type": "markdown",
"id": "195742f2-c457-4912-acb8-16dc4da8cd0b",
"metadata": {},
"source": [
"## The parameters of the study location\n",
"\n",
"The first step is to provide the latitude (`site_lat`) and longitude (`site_long`) of the study location (the latitude is what matters).\n",
"\n",
"You also need to provide an estimate of $\\kappa$ which is the Fisher precision parameter for the sample directions within the individual sites of your study. If the directional estimates within a given site are expected to be tightly grouped, this `kappa_within_site` value will be higher. If they are expected to be more scattered it will be lower.\n",
"\n",
"**Change the values below to match the study for which you are interested in exploring sampling strategies**"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "e4029aad-7ac2-48e9-989b-23e60b16a5ef",
"metadata": {},
"outputs": [],
"source": [
"site_lat = 30 # Site latitude\n",
"site_long = 0 # Site longitude\n",
"kappa_within_site = 50 # Concentration parameter kappa in each site"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## The number of sites and samples per site to be evaluated\n",
"\n",
"The maximum number of sites (`N_max`) and the maximum number of samples per site (`n0_max`) can be set. In Figure 1 of the paper, `N_max`` was 40 and `n0_max`` was 20. At values of very high site numbers and/or sample numbers there can be an issue with the code that will result in an error (so keep the values less than a few hundred). \n",
"\n",
"**Change the values below to be the number of sites (from 1 to `N_max`) and number of samples per site (1 to `n0_max`) that you want to explore in the analysis**"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"N_max = 80 # Maximum values of sites (can go up to ~300)\n",
"n0_max = 8 # Maximum values of samples per site"
]
},
{
"cell_type": "markdown",
"id": "c2dbc03b",
"metadata": {},
"source": [
"## Run the analysis\n",
"\n",
"The code below will conduct the analysis giving an estimate of the angular mean angular error between estimated poles for a given number of sites and within site samples."
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "779bead0-ee1c-4a77-8278-01872fd24d38",
"metadata": {},
"outputs": [
{
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" N n0 error_kappa_theoretical error_angle_theoretical\n",
"635 76 8 2297.266890 1.694923\n",
"636 77 8 2327.494086 1.680234\n",
"637 78 8 2357.721282 1.665545\n",
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},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Create a template data frames with all the combinations of number of sites and samples per site\n",
"N_flat = np.tile(np.arange(1, N_max+1, 1), (n0_max,1)).ravel()\n",
"n0_flat = np.tile(np.arange(1, n0_max+1, 1), (N_max,1)).T.ravel()\n",
"\n",
"df = pd.DataFrame({'N' : N_flat, 'n0' : n0_flat})\n",
"\n",
"# Compute theoretical error in paleopole estimation\n",
"\n",
"df[\"error_kappa_theoretical\"] = df.apply(lambda row: smp.kappa_theoretical(smp.Params(N=row.N, \n",
" n0=row.n0, \n",
" kappa_within_site=kappa_within_site,\n",
" site_lat=site_lat,\n",
" site_long=site_long, \n",
" outlier_rate=0.0, \n",
" secular_method='G', \n",
" kappa_secular=None)), axis=1)\n",
"\n",
"df[\"error_angle_theoretical\"] = df.apply(lambda row: float(smp.kappa2angular(row.error_kappa_theoretical)), axis=1)\n",
"df.tail(5)"
]
},
{
"cell_type": "markdown",
"id": "61c79c34-0fb4-4f26-859e-ab6923ef1145",
"metadata": {},
"source": [
"## Plot the error angle estimates \n",
"\n",
"The cell below defines a function that will plot the pole angle estimates and then makes that plot. Run the cell below to visualize the results for your chosen parameters. "
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "701d20fc-c043-4cb2-96b3-da632087245c",
"metadata": {},
"outputs": [
{
"data": {
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sSiQS02ZmbibKldwSFtbmuHm7iPbCEkCL3o3JSMok9HqE0FHKxMHVjik/j2PXvAOi/Rp6T+xKj3GdWPTmKtF+DeVVrCli5Y3fycrKEn2zYck/iW/f1yO9e/cmKCiIyZMnU61aNaKjowkLC8PLy4sxY8Zw6dKlfxTPAGPHjuXs2bP069ePgoIC7t27h5+fH1988QXnzp177uLZFKiK1ITfjTVa8QyQEJlCWmKWUYrn5+XrWB1rpQ2F6nwiM5/9qnVSVIqoi2dA9MUzIBXPEoOztrcS5Tbov2vUuZ4oO6OXcPZyYvxXI7C0Ed9FaNAfE+s2ugOfb38XWydxvo9w8nBg9urpzFgwSZRnugEad6nP+K9GMnnOWFE2CQToNaELVev6MPWX8fjUqiR0nOcmV8jxa+CLhZU5b/w2gRqNqwkdSSIxOFG/Y6hZsyZLly4lNDSUwsJCioqKiIyMZN26dTRp0uSp92vTpg379u0jLS2NwsJCHjx4wOeff146K1pi2vTNxBoAcDv5usBphKEwU4i+YKhU3VN0o0v+zsLKnPZDWlGpuniPjPjUqsSUn8ZSr21toaOUWduBLfhq13u07t9M6ChlNu7LEUyeM4ae4zsLHaXMpvw8lha9mzD0bfHNtwYwM1fQ6qVmuHg5Mf7LkaKc9Z6bmYe6SIWdky1Tfh6LuaX4+n3cOX+f8FtR2DhYM+33Cdi72Aod6bnt/P0AIdceYmVryYwFk/Cs5i50pOei1WhZOnsd9y6EYGFlzrTfJ4h2+odE8jTifgctMZjaTavRf2Inajc1zpVCM6WCXqPbMu7D/sjlwr+xqOvWCBkyEnJjSc1Peub7DZrRmw/WzcDNW9iRXOUx7J3+/HT8c1E3Exv96VA+2fwWrV8Sb9EzfPYAXv5gEF1eaSd0lDJr2r0hDTvVpfekrkJHKTOlhRnW9tb0m9JDdDOJSwSdugtAj3GdRLvqtnXOHrRaLW36N6dBhwCh4zw3VZGalR9upLiwmIDWNek5vpPQkZ6bqkjN0tnryUnPxadWZcZ8NlzoSM9NVaRmyTtrSY5OxbWyM2/MfRULkTV4K/kaSjqkz1z4Gi4CN2B9XupiNUtnr/1bEf0qNZuJr9u+RPI0UgEtAaBOs2p0G9GKWk2qGuXza9Qaug5rSdPOAbhWgHmTtuZ2VHfSF5C3k559FdqvYVWq1PHGr6F4x1nJFTIsbSxEvWoYcUc/Vqy5SLtAg77zKkDzno1Eu5J+fOMZiguLqVavCnVa+gsdp0zO7rhEcnQqDi52dB/TUeg4ZXLz5B3unLuPmdKMlz8cJHScMnkYFMmfG84A8MpHg7F1FN826ITwJDb/uBuAflN6iHLVLSMpk2Xvr0etUtO0ewN6vSq+XQ25mXksmLmSnPRcqtTxZtIPo0W346owr4gFM1cRF5aAo5s9sxa+hqO7cSalGIuqSM2Sd9dy5/wDzC3NeWPuq9RqUUPoWBKJQYjrGUViNCWzoF29HI3y+XU6SIxOA8DT19Uoj/G86ns0BSA0/R4Fqvxnuk94UCQA1UU6dgXgzjn9POh67cRbQF8/fhtVsRqfmpVEuwU64nY0UfdiUVooaTuwhdBxyiQ3I4+zO/QXAsS6Cq1Ra9i94CAA3UZ3wMFNnM1eNs/ZQ3FhMTWbVqdln6cfYarI9i09RlxYAvYudrzy0WCh45TJxf3XuLD/KnKFnAnfvoyds/i2ED+8GcmWn/YA0P+NXqLcEZAal86it1ZTXFhM3Ta1ePkD8V1YysvKZ/70FaWr6aM+HiJ0pOemLlazbPY6bp+9j7mlEo8qFeP9n0RSXlIBLQEgNSETABcjNg5JKimgq1SM7c8eNpVwt/ZEo9NwLyXome4Tfks/D9qvgXhXoEOuPaS4sBgnD0cq1xBn8VmQU8Dd8/oLAWKdRQxwaut5ADoMbS26FZISx9afRlWkokajatRsKr4VN4CbJ+8SdiMCc0tz+r/eU+g4ZZKekFE6Rmbwm31FuatBXaxm7edbUKvUNOpcT7S/21t+3E18eBIOrvaM/2oksgpwbOl5nd91uXRO98DpvUX5/BR1L5aVH/+BVqMlKzVb6Dhlkp2Wy7xpy7l/MYSN3+4QOk6ZqFUalr+/nsXvrOHM9otCx5FIDEJ8z4gSo0h/NAvaxct4W4QSo1MB8KggBbRMJitdhb6bcgONVvOf93n4qICuVN0TKzsro+YzFlWRmuArYYC4V6EvH9JvvW/eq7EoG/YAXDt2i5yMXJw9HWnQoY7QccokOy2H83uuANBnUjeB05Tdzt8PANCybxO8a3oJnKZs/tx4lriwBOycbBk4vbfQccokNiSBg48uBLQb1FLgNGVTXKhixQcbyM/O5865+xVi+kRZbPtlH3/+cZbfXl8m2lnjt8/c5+sRv7J/6TGho5RZemIm82esJDM5S+goZaZWabh95n7px9b2VtKZaImoSQW0BIC0JP0Ts5WNJdZ2xulGnhilL6A9K9AWnupOtbFW2pCnyiU8I/g/b5+bkUfyowsB1epXMXY8oynZxl1XxOeg75wPJj87HycPB/ybiHNMhrpYzfndlwHoNLytwGnK7ti6U6hVamo2qy7a4w2Rd2O4cuQm6MR7REOr0bLp+13Ehydx6aB4JwwcXXearT/vYd605UJHKbPEiGQ+HfAjJzefFzpKmWk1WnbM3U92mrjHHyZFpZT+v9JCiW+At4Bpyq9JtwZM+30CZubiHFtnaWPJzAWTmD5vAvVFeuFYIpEKaAmgX5XMSssFjLeN++8r0BVlS5tCrqCuWyMAbiVfe6b7PLwVCUB1EW/jvvNo+7NffV9RbvUEffF5/c/bADTuWl/gNGV3dsdF1Co1BbmFmCkVQscpk4ykLI6uPcXWn/cQ/SBW6Dhltnv+Ib595TdOb7sgdJQyC78Vxbcj5xJ2I0LoKGWm1Wg5tSUQteq/dwVVZAW5haX/b2FtLsrGaH/XrEdDBkzvJXSMMrO2t+LNxZOZtWgy3jXFN18ZwMrOilc+GkzdNrWY9P0oUW6tLy4sJiU2HTOlGZN/HEPDTnWFjiSRPDfx/eZJjCbt0TZuYzUSS0vMQlWsRi6X41CBZjMGuDVCLlOQnJdAUm78f94+PCiK9MRMVEWqF5DOODKSsri4/xr7lx4VOkq5nNxynkVvrWb7r/uFjlJmGUlZfNTnO5bOXifqgmH/0mOc2hKIqkgtdJQyy0jKJCH82cfaVVQ63V9bhpUW4pvl+3dyhZye4zvjXoF2Lj0vr+oefLBuJhO+fbnCXDx+Xp7V3Bn/9Uh6jutMK5GODyzKL6aosBhLGwve+O1VnI3Y88VYCnIKWPruOooLVTToEMC4L0eI7mdKq9Gy+tNNXDlyE4WZgknfj6JR53pCx5JInotM9/dXWkmZZGdn4+DgwJTOn2NuZpztzy+Cu7czxUUqstJyjXZmy9nTgcyUHIOfp1JnZJTr/iciDhKcdgc/p1r0rD7gX28rk8tEe6ZNInkRZDIZYn9p8fLzwNnTkbuB/320oyKSyWV0G92B7mM6Mmf8AlLj0oWOVCZD3upH11faE3Enml8mLRblWVzPau68v3YGFlbmHFh+nAPLxHket+9r3eg7uTuqYjXz3ljOw0dTKcTE0saSd5ZPpbK/F4kRyfzy2mLysp5tCkdFUrdNLab8PBYzpRmBe6+w8ZsdonvOlSvkjP18GC16N0Gj1rD28y1cPfpsDV3FoFhTxMobv5OVlYW9vTinO0ieTlqBlpRKjk0nMyXHqMVhemJWhXwD1NCzOQDhGcGk5CX+622l4lliLC6VnEQ5O/bvGnetzyeb36JqXR+ho5SZfxM/Pto4i7FfDMfSRpwXRXVaHXVa+mPraCPakVAAJ/44S352PtXqVaH3hC5CxymTxIhkNn2/E4DeE7sQ0LqmwInK5uCKP7n+522U5mZM/mkMzl5OQkd6boV5hSx8czUZSZl4VnPn9V/Hi3KXxt3AYFZ/shmtRkub/s0Z8d6/X/iviLQaLWu/2MrF/ddQmCkY/9VImnZvIHQsieSZSAW0RAK4WLnh76yfdXk57twz3Ucmk2FlK8431yWs7Kxo1qOhaGcpg36l7aWpPfhi52xRzlwtUatFDb7c+R5jvxguynNtJeq2qYWXnwd9J3cXOkqZPQyKJCUmDTsnW3pPFGfRBrDp+10UF6qo3cKfln3FORs6IymLTT/sBqDXhC6ibd54+dANzu64iFwuZ/xXI0W5fVin07Huiy1E34/FzsmWN+aOx9LGQuhYzy0zOYv5M1aSl5WPXwNf0Z4lvnHiNmu/2IJWq6XD0Nai7AWi0+pY/9U2zu26RHZ6LtH344SOJJE8E/E9Y0iMxs7RmpcmdGToNOO98XWr5MSY9/ox5v1+RnuMsmpeqS1ymZzo7HDic2L+9baNu9Tnx6OfMvrToS8onXEMfasfE759hdYiPdMG+hfg2i39cfdxpVnPRkLHKbOHNyPJy87HxcuJBh0ChI5TZodXnUCj1lC3TS2q1hNnsaPVaNnxm/5cfeeRbXHzrhij955XSmwaB5brtwsPebMftk7ibGJ17VgQlw5eL12lsrA2FzpSmWz7dR9R92KwdbThtR9Hi7JpYHGhisXvrCUzJZtK1T2Z8I04z3UnRiSz+O01FBeqqFrXBxcRrqYDXDl8k43f7ODEpnPceNRUU2x0Oh1/fLeTH8fOIyU2Teg4EskzkQpoSSm5Qk73ka1p268xcmO9IMqgebd6NGxbi4o2utfB0onarvrtQ5fizv7reaKs1GxsHW1EO+6mxO2z+rmMYh8lUTKyp2Ufca6ygb6r+NmdlwDo8nI7gdOUXWpcOpcO6L8ffSeLdy703cBg7l4IxkxpxqCZfYSOU2Z/bjxLTEg8to42DH37JaHjlNmWOXtIS8jAzduFYW/3FzpOmaiL1Sz/YCN5Wfn4BviIdpdGVko2S95ZQ3FhMbEhCSDSU03ht6JYOnsdP09aJOrC7cK+q2z/dV/px2K8oAGQlfrXuLR6bWvTaUQbAdNIJP9OKqAlpbLTc1EVq1Eo5Di5G6fhQWpCJqpiNeaWSqONyyqPpl6tUcjMSMyNJTor/Km3i74fi6pIhb2LHW4+4lydArh/KQRVsRp3H1c8q7oLHafMrh0NQq1SU6V2ZVFvRz+7/QIatYYajavhU7uy0HHK7NDqR6vQrWuJdsstwM7fDqBRa2jUuR41m4rzbLpWo2XjN9vRarS06NWYgDa1hI5UJoV5haz9XL9dtVnPRqI8fwuQnpDBms82c/9SKH/+cVboOGUWfT+OL4f+zN7FR0TXvOrv7l8MISXmr+JZrGMdS5gpFUz+cQw9x3cWOkqZuVR2ZuwXw6Xt3JIKTSqgJaV0OkhLyATAxUijrHRaHUmPXqw8fSveWBJbczvqu+tXMf9tFVqt0hB1Tz/vtnqjai8sn6EV5RcTcu0hAPXbi3cVOi8rnzvn9LOtxXrWE/RX4K8d03ch7TKyrcBpyi4tLp2L+/Vz1fuJdJUNICE8qXRXwJC3XxLtyk70/ThObj6PWqXGtbKz0HHKLOxGBFvm7OGHMfNITyjf5AUh3Q0MZv70FeRm5AkdpVwykrJK/9/M3IzKNcR78RIgoHVNvtr9Pk26ibeRVf32ATTsVJcB03rRdVR7oeOUSVpcOj+MmUf4rSiho0gkTyUV0JLHpD4qoI01CxogMSoVqJgFNEBjr5aYK8xJK0jmYcaDp96uZIRH9Qa+LyiZcZRu4xZxAQ2UFmwtejcWZUOYEic3nwegaY+G2FegeenP69Cjs9B1WtXEp1YloeOU2YFlx0iNS+fywevIKtq5k+ewb8kRvhv1O2e2XRA6Srmc3XGRxMhkoWMYVKPO9UTZjKuEjYM1by6ezJtLpoh6R1ZA61pY2Voy7ssR1GxWXeg4ZXLjxG32Lj4CQLtBLf+1w3hFviCYnpgpdASJ5F+J912mxCjSHj1puRpxe1xJAe1VQQtoSzMrGnq0APQduTVazRNv9/BmJADVG1V9QcmM486jAtqvga+ot6/dDQwmNzMPB1d7areoIXScMou6F8vDoEhURWq8a4q38ExPyGD3gkPMn76CmOB4oeOUWV5WPl8M+Yk/N56tkCP4nlVxoYrECNMqPP0a+NKid2OhY5RL38ndmTxnDKM/EW9DyuLCYmQyGTYO1rz+63is7KyEjlQmO37bz/Xjt1CamzHlp7Giff49vOoEW3/aw9wpS1AVqZ54GxsHa4a/2x8/kS8ASCRCkQpoyWOMvYUbIKGCr0ADNPBoiqWZNVlFGQSn3XnibR4+2l7kWdUdW0dxdrcF/ZXe2JB45Aq5qJuiadQazu64yNmdl0R/9Xrdl1v5qO+33LsQInSUcvlz41nuXwoVOka5iblwfpIqdSoz/qsRot6p4RvgzdvLpjLq4yF4+XkIHafM7l0IRqPW0KRbAzqLtHmgqkjN0tlrSU/MxLOqu2jHQum0OtZ8tpngK2FY2Voyfd4E0a6on9oaSHZa7hP/TWmhpMe4TrTs05S3l0+lTf/mLzidRCJ+4nuGkxhVyRZuZyM1EQNIiExBq9FW6O1D5goLmni1AuBqfCBqrfoftynIKeDC/qscXnWiQn8tz2Ljtzv4qO933DpzT+go5bJvyVE2fb9T9CttKTFpFOUXCx3DoMS8RbVEQJtafLRxlmjHWoH+rOobc1+lRe8m9BjbUeg4ZRZ1L5Z7F0NQWiiZ8M3LmJmbCR2pTCJuR5eOTBs8s49odzRlp+Wy+O01FOYXUaelPyPfHyh0pDJRqzQsnb2O6Adx2LvYMXPBJBzcjPd+6EWTK+T0GNuRhh3rsurjP1g4azUvfzhItB3hJRKhSAW05DEhN6P4fPQifn1zvdEeIy0hk9kDfmXO66uN9hiGUNetEbbmduSpcribfOOJt1n/5Tb2Lj5CTvqTr/SKRdS9WDKTs/77hpIXTsy7Akp0H9uRb/d/JNpzhSW6jGyHd81KDH6zr9BRykxdrGbn7wcA6D2pG57VxNt9f/1X28hOy6GyvxeDZoh31NipLYFcOXwDhZmCSd+Pwt7FTuhIZRIXmsDqTzah1WhpN6gl3UZ3EDpSmRTmFbFw1iqSolJwqeQs2mZcT1LZ3wtXbxfsXe2IfhDL/Ysh/P7GcnqO7yTqzt0SyYsmFdCSxxQXqshIzkanNd5YCp0OVMX/XNGtaMzkZjTz0ndCvp54kWJNkcCJJM+qar0q9BzfSegY5fbW0im8s+J16rSqKXSUcnF0c8DK1pL+r/cUOkq5bP91Hxq1hoYd6xLQWrzfk8uHbnD77H2U5maM/mSoaHfQ5KTnsu7LrQB0HtmWeu1qC5yo7DZ+u4O4sAQcXO2Z9MMoFGYKoSOVye2z99k+Vz+TuPvYjqI9D52Tnsv86Ss4tv40u+cfEjqOwcSGxHNw+XHO7brEW0un4hvgTdiNCD4bOIfAvVeEjieRiIZUQEsk/6KWaz0cLZ0pVBcQlHT1ibexsrOiXrvaWFiZv+B0hlW9UVWmzZvAsHf6Cx2lXGydbHhn+VQGTOst6tnWQGnzra6viHsF5MiakxQXFuPXwJe6Ip1DDJAYmcypLYEADH37JdEWOQCbfthFQW4hfg186TRCvCPT7l0I4c+N+nnKYz4bJtrV2+JCFctmryc/p4AajaqJuhHiqS2B7Fl4iJ8nLqIgp0DoOGWWnpjJrnkHH+uBIObfedCf806JTWPf4qMkRiTTpGt9ADKTs8hJzy09CiHmiQMSyYsgFdCSf2jVswHjPupP7abGm29cu2lV3po7mpff6m20xzAEuUxOi0r6xi5BiVcoUOX/4zbvr5nOG3NfFe3ZtRLmFkrqtq5Fk271Rf3imZuRx93AYABav9RU4DTlc3LzObQaLQGta+JVXbyNkrLTcji9VV94vvR6T1H/fB1YfpzstBw8q7rTaUQboeOUWWZyFjvn6bdy93+9Jy4ing+9Z+EhYoLjsHOype3AFkLHKbOU2DRWf7KJxe+sKX0OE6sja06REpMmdAyDkSvkjP5kKBO/e0V0DdIada5L4y71Sz+WyWWoilSkJ2ZQq4U/Sgt90ezo7sCI2QN47cfRjP18mKifEyQSYxPXs4DkhahWtzJNOwXgW9vLaI8hk8moVtebqnUq/pgIP6dauFq7o9IWcyPx0j/+vWQedI1Gxrvg8CKEXAunILcQB1d7fOv6CB2nXC7s0+8WaNGnieje7PxdWnwGN0/qu8CLfRX66LrTFOYVUaV2ZRp2qit0nDIrzCtkz8LDAPSZ1E3Us7rP77pM8JUwLKzM6TCkldBxykyt0rDq401s+mEXh1b+KXSccrkbGMztM/eFjmFQAa1rMnv1NNFu5waoVN2D5r0a0ahzPUZ9PEQ0FwHNlApav9Scxl3rl66e67Q65Ao5lap7khSZjKpIjUwuY/CsvrhXcSUnPRdVsZoP182QxlxJJE8h3neWEqNJjc8EwLWS8WZBJ0TqR1m5eztjpqzYW6JkMhktK+ubodxJvk5ucc5j/x56IwKAGo3FXUBr1JrSVY+GHQMETlM+d849ICcjFwdXewJEfn74+KPtqc17NRZ1sZaXlc+JTfqvpd/UHqI9dwtwcf81ou7FYGVrSYveTYSOUy4bvt3Bph92if6cZ1JUCmd3XBQ6hkE5ezoyec4YUY9JNFMqGPn+IKrVq8JrP44W7Rbo2JAEVn70Bxq1htYvNWPQLHE0rVOrNKz7cis+tSox5eex+DXwxc3HheHv9sfKzqp08oZOq0Or0RB6I4LNP+7mj+92cnrbBQZM6yXqnz+JxFikAlryD6kJGQC4GnEWdGZqDvm5hSjMFLiJYJuQj301vGy90eg0XI0//9i/PXxUQPvW9RHtKJUSt07fBaBBB3EX0Bq1hsuH9J3TW73UTOA05RN5J5rwW1Eozc3oMLS10HHK5c+NZ8nPzsejiiu+AeLd5aDT6dj8426WvLOW4xvOCB2nXNLi0jm74yI6nfEaR75oljaWDH6zLxbW4u5LMf7rkTTqXE+0c5Xhr7FQhXlF1G5eg5c/HCR0pDK7deYeG77ZDkC3UR1E07U6Lyufr4b9QnGhihHvD+STzW8T0LoWlw/d4Prx27Qb1JKXpvbA2t4ahdlfP2dhNyPx8HXDwgRGEEokhibOZ2SJUZWuQHsZbwUa9POgAbyquhr1cQzh76vQD1Jvk1mYXvpvKbFpZKZkozQ3o6rItz7fOR+MWqXGy88DNx/xzroFuPhoG3eDDnWwcbAWOE35lBRpYh8DVZBbyNovtvLVsF+IvBMtdJxyiboXK/q56f/Lwsqc9oNbCh2j3Kb+PJZuozowYvZAoaOUyx/f7aQwr4iazaozcEbF7hfyb+JCE1jx0Ua0Gi1t+jcXTeH5JJcOXGfbr/ou4wOm9aK9SI4+6HQ6VnywgdWfbGLu5CV8P/p3TvxxltGfDqX/Gz2xc7YlJSaVLi+3Z/i7/alcw5NOw1uTEpuGWgRTUySSF00qoCX/ULIC7eBii7ml0miPU7KNu1I1N6M9hiF52Xnj6+CHDh1X4s899m8Pb+pXof2b+AkRzWAK8woJvRYOQMOO4j2nChAXlkj0/ViyUnNw86n4F2n+TdDpuyyYuZK5k5cKHaXcbp+9T0qs6TQXArBxsBb9WUG5Qs77a2fw8oeDadG7sdBxymXfkqNoNVpa9WtK816NhI5TZokRyaVjurqN6kCzno2EDVQO9wKD2fLTHkBfeDbr0VDgRGV3ctM5Dj46az/0rX44uNkLnOjZJUYkE3k3hoLcQvybVKNp94as+ngTf3y3k22/7GPpu2tp1a8ZPV/tgrmlOae2BJKVkg3oFxLEcvZbIjE2qYCW/ENBbhF52frRE8bcxv3XCrQ4CmiAFo9WocPSH5Can1T696ZyDhrg+onbPLgcahJFzuK31/DZgB9Fv9qp0+q4dyHEpLbZAlSu4VnaAVasvGtW4osds5ny01isbC2FjlNmWo2WSwevAzDsnf44uIpzHBToGzseXKEvcF7+YDDuVcR7Ae3myTscXn0CgNGfDMWndmWBE5Xd2R0XOb5Rv5tm7BfDRf217F9ylOMbz7DsvfWlBabY5KTnkZ2Wg07315iu0OvhZKZkcenANX5/YznXjgUB0LJvEybPGcP0+RMZ9+UIlBbGW1yRSMRAKqAlT5QSn4FapcHBiE2L4iNSSE/OIjfzn6OhKipXa3dqONcG4HLc2dK/v3PuARu/28HmH3cJFc1gzu+6zLxpKwg6dVfoKOWWlZpjckWn0sIMVxH0Dfgvg2b24cONs0R/rjshPImc9FzsnG3pN6WH0HHK5dj600Tdi8HGwZpXPhosdJxyObTqT0KuPsTSxoKJ370i6v4U+5Yc5c65+5hbKpn681jsnMXbTHDX7we5duwWlw5cJy40Qeg45bLztwOPjRsTW2PEgtwCctJzqdn0r6NBnlXdURWp0Gr1r5sOrnYMmtmHMZ8NIz+ngIjbUVjZWvLRxlnYOknNxST/f0kFtOSJln6yjXdf+pn7VyOM9hgPb8fwxejFbJorru6vzSu1Q4aMqKxwEnJiAUhPyOD8rssmNffSlMgVcir7G28s24tSs6kf3+z9kFe/eVnoKOWWFJmCXC6n5/jOWNqId+VWo9aw5afdAHQc1hrvmuL9OdNqtKz7chuqYjX12wfQsq94O4zrtDpWf7qJnIxcfGpVZvBMcXRNfhKdVseqTzaTGJlMTkZehZ9c8W90Ov33ZeO3O9BqtP99B5Fw83bhk01viWoXWlZqDpt+2Em7wS2Z8O0rjPp4CINm9kGn1ZGekIG5pZKOw9vQeWRbVn28ifVfbWP/0mOs/nQTxUUqajevIfSXIJEIRiqgJU+Ul11QegVS8jhHS2fquDYA4FLcGZNb4Sxh72JH/fZ1hI5Rbi6VnPjuwEe8vWyqUc/0vwgJEclY2lhQrV4VUb1Re5KLB66RGJmMraMN3UaLe8Z18JWHXDsWhFwhZ8R7A0V9TjAhPIn9S48C+q3cju4OAicqu6zUHNZ+oT9D3KhzPaztxTuHuDCvkAUzVvLLpMVkJGUJHadc/l44yxVyer0q7otoAD1f7YyXnwdvzH0V3wBvoeM8s9iQBL59eS4FOQXYu9gSF5bIznkHSYpKoVHnenQb3YGtP+3l+vFbpSvsRfnFoNPhJuKjERJJeUkFtKRC+PvoBDFoWqkNCpmChNxYYrL1q/S2TjZ0HNaaXhO6CJyu/Jw8HPju4EdMnjMGKzvxvukESE/IpKigGCtbSxp3rS90nHLJSc/l4v5rAHQf00HgNOWj1WjZu+gIAF1eaS/67YA7fjtAYX4R1RtWFfXKLejHjUXcjsbazorBs/oKHadc7gUGs/aLLXw36nfyH/X2EKv0xExURarSj508HIULYyAvfzCI/m/0YvIc8c6IBtgyZzcProRhaWPBjPkTRbXjKTstl00/7GLx22vZMXc/IVcfojBTMHhWX87vvsy5XZcASi8M+gZ4U6m6J1F3Y4SMLZEISlxVi+SFcXCxZewHLzH5q6FGfZw2fRry7dYZDJrS1aiPY2i25nbUc9e/SS5ZhXZwsWPEewPpMa6TaGd2lshIyiIxIhmFmYL67WoLHadcdDodF/ZeAaBN/+YCpym/4xvPoNVqqd8+AM9q7kLHKZebJ+8QdS8GS2sLeov8wlNmchYHlx8HYNCMPqJvKLbuy61cO3aL7b/uFTpOuV06cJ3czDyhYxhU70ld+WLnbNHvRDm97YJ+RnQLf0Z/atz3G8akKlKz9J21hN+KwtrempkLJuHhK54Gqf+rfvs6aNRajq49DYCZUoFWo8XB1Y5+U3pw++x9YoLjBU4pkQhH3O/yJUajVmlo1qUu9VrVQGnE5iuqIjV2jjaiGWX1d409W6KUm5Oan0x4RjDxD5PIzczD0tqCKiLuLlri5qMmYo061xM4Sfld2H8NrUaLfxM/UXfkBUiJSStt8NZttLhXoQF2LzwMQLvBrXA28ux5Yzu5+TzxDxO5ceK20FHKLSkqhZUfbSQ7LVfoKAbVondj+k3pLnSMcvOs6o7S3IzXfhiNs6ej0HHKLDYknuUfbECj1tCyTxP6v95T6EhlVlRQzMJZq4h+EIedsy19Xuv21NtW9GMe+dn56HQ65Ap9TrVKg4WVOQOm9cbC2pzrf94mJ920nhskkuchFdCSJ8rLLiA/txAAFyOOsoqP0I+yqiTClTQrpTUNPfUrmpfjz6HRanh4MxIA/6bingcNEHTyDgABrWuKfmRFVkp2abdUU1iFPrZOvyrQondjUc0gfZLgy2E8uBxKYV4hHiK/uKFRa/hh7Hw2/7ibgkfPn6ZC7CudAD61KzP+q5H0mdSNem3FvbNmw9fbSwu1KT+PFfVz9P2LIWz8bicAvSZ0of3glgInKruC3ELmT1/B6W2BbPh6+xNvY26p5KWpPahSp+JeaM/L0hfQNZtWx87ZFmt7KyZ8+woevm7c+PM2V4/cFDqiRCIoqYCWPFVqfAYAbpWMtyqUFJOGRqPF2s4SRxHOHW3o0QxLMysyC9MJTr1DyPVwAPybiL+AjgmOJy0+HXNLcwJa1xQ6TrkF7rkMQMt+TUW/xT7ybgyh18MxU5oR0Er835sNX2/ns4E/cv9SqNBRyk1drBY6gsG98vEQ3l42lbaDWggdpVxiHsRxcvN5QD+HWMwN0lRFKpa+u46cdH2X8TGfDRM6Urlc3HeVfY+a1414byD1O4i3gWVeVj5b5ux57Lx6CblCTpdX2tNhWGveWzOd5r0avfiAzyAuLJEdc/cz5M2+zFr0Gl/v+QBHDweObzjDme0XhY4nkQhO3O8iJUaVUlJAVzZeAa1WaUh+NPpJjNu4zRUWNPFsBcDVhEAeXNEXANUbVhV9kQamtY379rkHZKXl4OBih38T8a+mbf91H18N/4UL+64KHaXc0hMz9Z1dTYh7FVemz5toEjseEsOTABgyqx8uIp9BvmveAaLvx2LraMOEb14W9fN0RlImy95fj0atoVmPhvR6tbPQkcrl0Io/Ob/7MqpiNRq16Yy4KiGTyeg0vA0tejdm528HWPHBRsZ+PrzCHsW5efIOP45bwI7fDrD6k038MHoeN07cRqPWCB1NIhGceF85JEaXEmf8Ahr+to3bT3zbuAHqujfCysya3OJszlw+SX52Pla2lvjUqiR0tHK7eeKvbdwlIyzESqvR8sd3O/j2ld8IvvJQ6DjlFhMcT2JEstAxDK5xl/pUresjdIxya9AhgIDWNRk4ozc2DtZCxymXk1vOE3o9HEsbC8Z+NkzUzwVqlYaVH/1BQW4hNRpXY8Ab4j1zC/DwZiSb5+wGoP8bvahU3VPYQOW06YddzBm/gHuPjtyYkkrVPfCuWQlnT0dunb3HzZN3WPzOWgbO6F1hL36kxKZx/2IId84/QKfTVfiz2xLJiyIV0JKn+quANu6KQ/yjIkCMK9AAZnIl9T2aAnAj4RIh18LRqDWi75AMEH4rijWfbebLoT+jM4G54LfP3CcuNEHoGAbn7OWE0sJ4zf5elJ7jO/Haj6MZ+vZLQkcptxObzhEXmoCtow2DZvQROk656LQ61n25lcK8Ivyb+NH1FXHP7U6JTWP9V/r50N3HdhL1dmGA87suc2z9adZ/tY34h4lCxykXrUZLwqMdDwBu3i44eYh3q/3fxYcncWTNSQL3XuXtpVOp7O/FvcBgvhkxt3S3V0Wn0/31PqBKncqM/Xw4Zkrxjh+TSMpKKqAlT5USl45Go0Vu5NWGyAcJBN+IJPZh0n/fuIKq59YYpVxJWkEKP7z/M+92/YJLB64LHavcdDodlw/dEP381CcR89bNvxswrRdf7pxN65eaCR2l3C7su0ZRQTF+DXxp1Lmu0HHKRavRsumHXQC0GdCc6o2qChuonNLiM9j+6z4AXnq9p+hXOm+evMuff5wFoJKfh8Bpym/XvIMmcZzj77xrVuLdlW8wfd5ErO2thI5TbjqtjqSoFHbNO0hSVErpvPjEyGQSI5JFtbprZm7G1J/H0apfU6b+Ml7UTewkkrIwjXeQEqOIDk7gnX4/M+/dP4z6OKE3o1j4/mZObLts1McxJgszSwLcGgJw9v4JkzvPaUpsHKwZ98VwPtv2jkkU0ZnJWSjMFHQb3VH0X092Wk5pUTNgWm/Rfz3ht6I4t+sSAC9/MEj0X0/g3ivcOnMPpbkZ474cLuqt3AC75x9i7pQlHFlzSugoBmXraMPwd/uLfldKXlY+apUGLz8P3pj7qiiLtPod6tC4a/3Sj2VyGaoiFalx6dRoVA25Ql5aOP99dbeiUxerWfvFFooKigloXZPp8yZgaWMhdCyJ5IUR96u5xKi0Wh1ajek18jCWBh7NkcvkxOfGkJQbL3Qcg2ozoDnvrnyDWi1qCB2l3ArzighoXQt3H1fRj7IBCNx7lZz0XFwrO9O0ewOh45Tb8fWnyUnPxcPXjbYDxd31GWD3gkPkZORSqbqn6Lc+A2z8dgexIfHsWXRE9Mc6NGoNodcjSj8W+wWBEtN+f5VOI9oy+lNxd+bOSMpkwcyV5Gfn49fAl0nfjxLVRSgzpYJ2A1vSqFPd0twlvzNefh5kJmeh1WgfK5wtbSywtreiQYcA7JxtBcn9rIKvPGT+9BUU5Bbi38SPmQtfM4mdAhLJsxDPM5HE5FlaW2DrIN4nX1tzO/ydAwCI1AUze/U0uo/tKHAqw6ha1we/Br406VL/v29cwWnUmtKtju1EPpYH9ONsTmw6B0CPcZ1EtQ3wSQrziji44jgAfV/rhoW1ucCJyic/u4Cdvx0AoEm3BqL//uSk5/LdqN9NrsmTs5cTs1dNo1nPRkJHKbdd8w6iUWto3rMRvSZ0ETpOuSSEJ7HorTUUF6qo374Ooz4eInSkZ6ZWadj47XZ86/rw2g+jqVKnMg5u9gx5sx/mVkrunH+AuaUSvwa+dBzWmiFv9eP9tTMY9k5/Jv80hg/WzajwRXT4rSh+m7qU3Mw8qtb14a0lUyp8ZonEEKQCWvKv2vZtxFu/jaF9/yZGfZzeY9oxZ/dbdB/Z2qiPY2yNPVsCcCPkKsXKAuq09Bc4kWHceNSNu2GnuiaxSnP+0UzogDa1cPJwFDaMAZzZfoGC3EIq1/CiXjvxr6qf23WZ5JhU7F3s6DaqYo54eR6XDl5n3Zdb+XniIlFt03wWTh4OWFiJ+yIHQMs+Taha14dXPhqMZ1VxN4AMuRb+V2fu13uKfgxh+K0oVn60EY1aQ+uXmjFgei+hIz2z7LRcvhnxK3KFnNGfDOWr3e/TuGt9Qq6FI5fLeXPJFLqN7kDdtrVJjkphxQcbuHnyDsnRqdw+ex+lecXfhh8THM/cKUvJTMmmsr8XfV/rJnQkicTopAJa8q/snGyoFlAZ7xrGbbKSkZwNiHeUVQknKxeqOtZAp9Px888/49egqkl0qAy+EkZeVj72LnbUEHkzJICUmDQeXAlDLpfTZoD45/QW5BZydsdFAHqOr5jjUJ6HRq1h76IjxITEE3Yz4r/vIAIX918zufmpjTrX5eNNbzFopri7jAMcXn2C4CthWFpbMOnH0Zhbiu+87d+d33W5dGfK+K9GiH6s4u2z99n43U4AajapjpkICssSapWGxW+vYd2XW1kwYyVzxs/n8Mo/SY5JpUqdyty7EMKiN1dzducl5Ao5g2f1JeJONKe3XyA9MVPo+M8kITyJX19bzKWD19nxaMeNRGLKpAJa8q9e1CiruHD9KKvKIi+gARp56LcFr1u3jtT0FKrWqyJwovLTarTcOnsP0M/pNQXnHzV3atO/uajO1T3NiU1nURWp8PLzwNnTUeg45Xb9+C1+GD3PJGZ2/51cIafTiDYmsWqbn1OItZ0VHYa2JqBNLaHjlItOq2P1p5vITMmmkp8HL384WOhI5bbz9wPcDQzG3NKcqb+Mx8HVTuhI5XJx31WWf7CB399YhrpYLXSc5xYbkkDo9XCy03JRqzSEXgtn/VfbGPr2S/Se2BWlhRljvxhO/MNETm8NJEFkk0lS49JZ+/kWVEWq0r9zcLMXMJFEYjzif9coMark2HQA3Cs7GfVxEqNS0Wq02DpY4+Ai7vMzXnbeeNpWpri4mAULFlCrWXWhIxnEjT9vA9CoS33Rn+MECDp1l5z0XJw8HEyimVh2Wi5L31vPJ/1/EM2qxX8xte3OAK/9OJrh7w6g39QeQkcpt5CrD0tXOcd8NgxbRxuBE5VPdlouqz7+A41aQ8s+TWg/pJXQkcpFq9Gy8qM/SAhPoriwWJRdrP/XjT9vU1z4V4Em5ouFOp2OSweuM3/GCrqOas9Xez4gMyWbw6tOEH0/rvR2/k2qMWhGb0a+P5Cuo8TTiLDf1B58suktk1hEkEj+l1RAS/5VyQq0vbMtltbGG1GgKlaTFJMGmNYq9JIlS/Cu6yVwGsN4cCmU/JwCHN3s8WvoK3ScclOrNBxZe4o9Cw8RfjtK6DgGcS8wmIIc05rZrbRQ0uvVzrz69UihoxjEme36rfadR7TFN8Bb4DTlt2fhIeIfJuLgYseoT8TT4Olpwm5EsGfhYQCGvfOS6N/8F+YVsnDWKn6euIjUuHSh4xhU70ld+Wzbu/g3qSZ0lDIp6Sfy8GYkCeFJWNlYYOdkS9S9WEA/crHrqPbMWjyZqvWqYONgTfvBrZjy81ghYz8TM6WC2s1rYONgzaxFr5lMPxiJpIRUQEv+VWF+EdnpuQC4GXkVunQbd3XxF9C+jtVxsnEhIyOD09dOiP48HegLzmtHg7h58s5jW7TE7MQfZzmy5hS5GXlCRzG4yv6mceHGycOBvpO707xXY2o1F/9ujvsXQ7h86DpyhZxXPh4i+uMDqiI1qz/djKpYTcOOdWk3qKXQkcrt+IYzXD9+i/iwRHLSc4SOU27piZnkZeWXfuzu6ypgGsOQyWX41vHG3FLJ1F/Gi/KMd8lIq8lzxqC0ULJn4WHUxWp8alXCys6KdoNaMGBaL3b8doC5U5ay8qM/+P2N5Xj5eVT4XVNqlYZ505Zz90IwFlbmvD53PE26iX/MokRSQtyv3JIXIvnRKrS7t5HPQT8sOQdt3IZlL4JcJqeeS2MAfvrxZyxsjbd6/yJt+mEXy95b/9j2MknFojBT8PbyqXz8x5smUUQnR6eWNkgb/GY/k+gCv33ufnIz8/CpWYkuL7cTOk65xYUmlK7aDn27H+5VxF+grf9qG7+8tpi0+AyhoxhU20Et+HTz23QYJu6JFzqtjpUfbSTk2kOsbC2ZPn8iHr5uQsd6bg6udji6OxC49wqnt13g18lLiAmOJ6BVTXpP7Ma+xUc5+eiYBEB2Wg4alQZ7l4p/nr24UMWSt9dy9WgQZkozJnz7sklcYJNIQCqgJc8gKTqV1IRMo6+UhN2O5vzBm9wKDDHq47wotVzqYaGwJDY+hqDQ60LHkTyFXCGnSbcGTJ4zxiQ6pmvUGjIfdbXv9ar4O3IDHFh+nPycAnxqVqJl36ZCxym33Iw8dv6u71Tbb0p3XIzcpPFFOLnpHPcuhHB25yWTOINfVFCMquivRlWmsGoLYOtgjcJMwfB3+lNX5I3fVEVqlryzlqh7sdg52TJz4STRjSXMSs3h99eXcenANbQaLVqNFrlCzpC3+nH1yE2OrT8N6C+MArhUdsK9iivZaeLYGaFRa1j96SbO7riIXC7nlY8G02NcJ6FjSSTlJhXQkv+05fcjfDVuCVeO3zHq40Q9SGDLb4e5fuq+UR/nRVEqzAlwawRAUNJVYcMYmJu3C3Va1RQ6hsEMebMfjTrXo5GJdBg/svoEAI271hflqsz/ysvK5/Aq/dfU//WeJnEk4uL+azy4Eoa5pTnD3+kvdJxy0+l0LHprNTvm7hdlh+R/0/e1bny29R2TmEBwZM0pAvdcQa6QM/G7UaLfpVKYV8SCmStJjEjGycORmQsnYeskrmZ2RQXFFOUXl37cok8TdFotu+YfBPTniTVqDVa2lgyZ1Zf7l0JF1bdDp9Wx6YddHFr5JwBZqdkCJ5JIyk8qoCUSI6rv3hi5TE5ibiwZ6hSh4xhEjcbV+HLXe4z9YrhJbKfVarSc330ZgA4i77pbIi4skaBTd5HL5SYxFxrg1NZAUuPScHSzp9vojkLHMYhN3+3k3oWQ0tVosdNqtKX/L5PLcKlk3L4ZL4q5pRK5XM6Yz4bhWVX8PTo2/bBLP/PaxoI35op/vFVeVj7zpq8gLSEDD1838a+sF6rQqDWlu/7UKv3/D5jWC1tHW64dCyI/W3zNIvctOcr3o3/n0gFpR55E/KQCWlKhmCkVeNfwwN1H/FsaAWzM7ejfZwAAYYX3BE5jGBG3o8nLysfBxY4ajcTZ/fR/nd9zGY1aQ43G1ahU3VPoOAZxaJX+an/zXo1MYouwuljN7gX6c7ZdXm5rEqvQKbFpLJi5kqQo07i4VsLexY63lkzhraVTsbK1FDpOue1ZdISQqw+xtLFg8pwxWFiLe4a3Rq1h2fsbSldtX/91vOh/nzKTs5g3bTlrv9gi+gItP6cAkOHgald6rGjMZ8PwDfDm1pm7XD50Q9iA5RATHF/6/3bOtgx7pz9m5mYCJpJIykYqoCUVSu8x7Xhv0at0GthM6CgG07e9fnvmjZCr5BRlCZym/DRqDUGn7gLQtLtpdNXMSskm6LT+AkeHoaaxCh19P467gcEozBT0GNtJ6DgGcf34LQ6vPsGP4xc8NgvWVJjKim1RfhH2rnY4ezoy8oNBQscpN61Gy8qP/yAjKQvPau6M+Wy40JHKrSCngIVvrSYnPZcqdbxp1U/8vQVSYtIeK54tbSxKzw6Lyf2LIQSdususRZOZsWAS3x/6mGr1q3B25yVObj5f2r1b7Kb8NJbOI9sy7bdXsbQxjUarkv8/pAJaUqHEPkwCwLuG+Dtxl1Any+jWrRsarYZbydeEjmMQ1/+8BUCjzvVEP4anxJntFwBo0buJybyYl5w5q1bPx2S+T3sXHSHl0cx4UzL4zb58ufM9arcQ/7zUooJi1ny6GY1aQ/OejWjZp4nQkcotJz2X5R9sQK1S06RrfbqPFf8xgrS4dJa8u5Zd8w+Wzic3FbaONry5eDLjvhwhyqNGO37bz/qvtnHl8E2OrjvNj+MWcGHvVZO6cLhn4WEKcgup1bwGsxZNFt3Zdcn/b6bxjkpiMkpGWXlVcxPli96ThFwL581ZbwLwIO02xZoiYQMZwIPLYeRm5mHvYod/E9PYxh1y9SGJEclY2liYxBt+gPBbUcyfvoLvx8x77HyqqTCF86glFAqFfjb0R4OxsBL3FmGAyLsxHFyhv4Az4r2BuPm4CJyo/CLvRLPtl30ADHijl0n8/EXcjubYutNCxzC4SjU8qVTDk2Y9GjL6k6HIZOJ7P3HrzD3O7brEyU3nKMgpQKczjZXnEqHXw/nt9WXkZOTiG+DNuyveMJldOBLTJxXQkjJTWpjhWcXFoOeVU+IzKCooxsLSHHcTOLcJUJhXSC3vAOrUqUOxuoj7KbeEjlRuWo2WGyf0Xdmb9WgkbBgDOr0tkIdBkaTGpQsdxWDuXwo1mS1/fzd89gA+2fIWjTrXFTqKQexddJi0+HRcKzvT/42eQscxiMOrTxB6PRxLGwsmfPOKKLfT/q+zOy5yamsgG77dQWJkstBxDMrCypzXfx1Pk27iP5oTcvUhqz7ehEatofVLzRg+W/yd7v9X9UZVRd9jIOZBHL9MWkxafDruVVx5d+UbeNcUd2d4yf8PUgEteSYOLra07tWAEbN6Uq9VDZQWZrzydh9eebcvb3w/gq7DWhpki6hOqyM+XP+mxMffdLZxh1x9yJtvvgnA7eTraHXiXw28dvQmALVb+ovy6v6TnNl+kV8mLeZuYLDQUQzOzNzMZHYLAORn5yOXyxk8q69JNKEpKijmj+92AtBxeBv8GvgKnKj8dFodqz/dTG5mHr4B3vSb2l3oSAax9ac9XNxnWqMJAdoPaUX99nUY9+UIqjeqKnSccrt58g7rvtyKVqul47A2DJrRW+hIBlOzWXVmzJ/ErEWvYeNgLXScckmOTuXniYuIDYnHwdWelz8cLHQkieQ/SQW05D/ZO9sw6fPBNO9en8L8YgZN6cqImb2wc7Lh2OYLnNx+hRbd61HF3zDdi0vOQVeubjoF9IPLYYwZMwZnZ2dyirOIyAwVOlK5hd6IYNl76/hq2C8ms7XMVL6O/2XvYstXu95j+vxJOLjZCx3HII6uPUVGUhaulV3o8nI7oeMYxP1LoQTuvYJcLmf0p0NN4sJAZnIWG7/ZTmxIvOi7Iz+JraMNvSZ0ETqGQfz5x1lunryD0tyMqT+PM4kt6lcO32TT97sA6D62E30mdRM4kWHkZeZRlF9ElTrevLlkMnbOtkJHKpes1BzmTlnKlSM3WfnhRqHjSCT/SSqgJf+pZY/6IJOxZ/kJ9iw/ycqvd1GjgQ93L4VxOzCU07uvkpmag3+jKgZ5vNgw02skFnE7mnPbLtG8ehsAbiWKf/VCp9Vx8+RdVEWm09SkhI2DNd3HdMTZ01HoKAaRnZZLSmwaSnMzeo7rJHQcgyguVLFn4SEAer3aBXsXcc+yLbHjtwNkpWbjWdWdPpO6Ch3HIIJO3+OHsfNJjDCtLc8KMwXvrHid/q/3pNer4p+3rt8xsInwW1HYOFgz7fdXTeL36vzuy2z7ZS8A7Qa1wNreSuBE5RcXlsjcKUvJTMmmcg0v3lo6RfQXRwtyC1n9ySbSEzOFjiKR/CepgJb8JzsnWxIiU4h6kABAfHgy4Xdj8f7bCnFaQqbBio3QoGj2rjjJkQ3nDfL5KgKNWsOu+YfwKKqCXCYnMS+OpNz4/76jiJjKNm6A8V+NZNDMPrQfYhojrQAOLD8OQNuBLUT/RqvElcM3ibgdjaWNhcmcGy7IKWDzj7vJzykg2YS6jf+9iV3lGp4m8XyhUWs4tl7fgKvf1B7Ua1db4ETlpypSs/jtNSRFpeBSyZk35o43iaZ2JzefZ/OPu/h18hLyswuEjmMQiZHJzJ28hPTETDyruvP2sqkmc9FXIqnopAJa8p/iI5Lx8nUt/Vgul6HV6Kjk5077/k3oNLg5AS2rE3XfMAVhakImx7deIux2jEE+X0ViY25LDec6ANxKEv8qNOjPzX265W0adakndBSDObdTP9Kl7cAWJrGNFvTn8EOvh6O0UJrMXGidTle6stSqX1Oq1KkscCLDCDp1l88G/miS52y7je7AB+tn0nVUe6GjGETgniuc2X4BuVzOq1+/jPvfXivFKi8rn4WzVpXOiB7z2TChIxnEme0Xn7lBpFgu8KTEpvHr5CWkxKbh5u3CW8um4uAq/l0DEklFJxXQkv8UFhSNQqnglbf74FfXm67DW+LfqArHNl+gTZ9GNO5Qm3uXHnLp2G2ho1ZoMpmMWi1qMGvmLAAeZgSTU5QtcKryc/Z0xMvPg2Y9GgodxWBun3tAemImto42NDWBjrQlDq7Qr0K3G9TCZN5kRd6N4dLB6+Rl5ZvMyjrw2CqZqYz0AyjIK0RhpmDAtF74BngLHccgtv2yj7AbEVjZWjL1p3EmMUc+NS6dRW+tJiU2jSNrTgod54WytLFg4HTx/HymJ2Tw6+QlJEWlEHE7muz0XKEjSSQmT6Yz1a45L1B2djYODg5M6fw55mbiHinwNA3a1qT36HaYWypRmMk5sPYsV47fwcnNHrfKTsRHJJObZbhtUfbOtlSv501eTgEhN6L+8/bqjAyDPbYxfXfwYxzd7PGvXJuw+GAaejSnjY+4z85V9vfi4z/eRFWk4v2e31CYVyh0JIPoOb4TA6b1JvJuDHPGLxA6jsG8vWwqNRpX4+Tmc6UzbcXO1tEGjVpDQa5p/Oz9Xd02tRj2Tv/SbbWmYNIPo2nStT7JMan8MGYehXlFQkcqNztnWz5YNxMnDweCTt9l2ez1JtGUUK6Qm+QM+acxUyroOb4zXV5pj4W1Oeu/3Malg+JofmfjYE1BbuH/q+9XRVasKWLljd/JysrC3t50Lu5K9KQVaMkzuXU+hNXf7Wbz74f57a0NXDmunwGckZJNyM0ogxbPAI061OLVTwbScWAzg35eoQVf1nffHjN8LAD3U4MoUov7TX9caAKJEckoLZQ07BQgdByDOb/7CqoiFVXr+lC1nmEa5FUEBx6tQts6ibtr69/lZuaZZPEM+pFW7lVcGfPZMJNZid747Q7SEjJw93Hl5Q8GCR3HIHLSc1n23jpURSo8q7pj52wjdCSD+HsxVrVeFVr2aSJgGuOSyWV0frkdzXo2YvOPu1g2ez2jPx1KD5E0XszLyi/9fslkMobPHiCaVXSJRGykAlryTGRyGckx6YTejCIzNQcff0/a9G1E/4mdeOWdPvQc1QYnd8NdYYsNNb1O3KAfUwMw9rUxOFm6Uqwp5k7yDYFTld+VIzcBaNGrsbBBDCg3M4+rR4MA6DyijcBpDCf4chhfj/iV1Z9sEjqKUTTuWp/OI9sKHcNgNn2/k4LcQvwa+NL1FdM4N1yQU8DqTzahUWto3qsxbQe1EDqSQUTdi2XJO2uZ8+pCstNMaxuth68bby5+jTGfDaN+hzpCxzGKyjU8qeTngaO7A/cvhXLrzD0Wzlotyi7rnV9uR6fhbZi1aDL+TfyEjiORmBypgJY8E51Wh5lSQZehLfh60zTemT+OfuM7UKtJVRycbWnUvjavfzucgBbVDfJ4sQ+T0Gp1OLnZY+tobZDPWRGUFNBVA3xo498RgFvJV1FpioWMVW5XHxXQtZrXwN7FdFY2T24+j1qlRq3SCB3FoBLCk4SOYBT+Tfx47YfRDJzRB9fKzkLHMYiMpCx2zN0PwEtTe5jEbF6A8FtR7F10BIDh7/THpZKTwIkM4/6lUApy/tqRpbQwjSaESVEpXD0ShFwhZ+K3o6jesKrQkQwuLiyRQ6tPELjnMm8vm4p3zUo8uBzKl8N+5tqxW0LHey7nd13iweVQLG0smD5vgkl0iJdIKhKpgJY8s8YdatNpcHMCDwbxw+QVfDRsHj9NW8Pij7ey+tvd3L38kJde7WiQxyouVJEcqx/h4mNCq9A56bnEBMcBMPClgdhbOFKoLuBeSpDAyconJTaNiNvRyBVymnY3nWZisSHxfNj7W9Z/tU3oKEbh5OFA816NhI5hMKHXw7l/MQSluRlD335J6DgGE7j3CncDg1FaKBnz+TDkCtN46T6+4Qw3Ttxm+9z9pMWLo4/F8+gwtBWfbXvXZJrb/fH9Tm6duYe5pZLXfx2HV3XTeW0G/UJBclQquxccJikyhRa99TuqUmLSSIkV10i5ooJiFr21hqBTd1FaKJny01iTavQpkQjNNF6FJUZnaW1B236NuXL8Dsc2XyAxWv9iUnImLzkmnXP7ruNW2QlDTX+IDdOvkvn4exrmE1YQ9y/qV6Hrt6lDY8+WAAQlXUGjVQsZq9zO777Mxf3XiLxrWuPH8rLyhY5gFM6ejnyxYzZjPx9uMqu1AFt/3otGraFBhwDqtqkldByD2fjtDvJzCqhWr4rJjIDS6XQsf38DZ3dcFDqKwZmZm9FhaGtcvJyY+vNYk1iJ1mq0rPzoD8JuRmBtb82MeRNFP3e4QYcAGnetX/qxTC5DVaQiNT4d/yZ+KMwUgL4zd/shrRg0sw99J3fHys5KqMjPTF2sZvkHG7h08DoKMwXjvx5pMsclJBKhif8ZXfJCFOYXUbm6O5vnHnpsO6tO+1eX0Xqt/EmJy8DWwZqczPIXHTGhiTTrUhfvGv9dQJs5iWf7X/DdBHoAlWt5U7dGO64mXiCvKJvQggjqeYv3xS1w7xUC914ROobRePl5YGVrSfit/+4KLwbpiZmEXAunbpta9JnUjXVfbhU6kkEkRaVwYtM5uo/pyLB3+hN85VeT2IKfmZzF9l/3Mfbz4Sazjft/WdlaUiXAm+DLYUJHKTd1sZrF76zl/TXT8Q3wYfSnw0yi74CqSMWSd9by9rKpVKruyfT5E/ll0mJRXmg0UypoO7AFhXmFBJ26i1ajLX1PU6m6JymxaWjUGryqezDlp7Goi9UUFRSTn1PAZ9ve4ddJiyv8yrRWo2XdF1spyi+iw9DWDH+nP/cCQ8hIyhQ6mkQiatIKtOSZJcek02Fgs9Ltg+aWSpw9HajdtCqDp3Zl0JQuXDgcZJDiGSAm1DRXoCPuxvLD1FXMeWM1CrkZTap2ACAw9BAxaeJ/42iKmnZvyKdb3mbk+wOFjmJQ+5ceBaBF78Z4+LoJnMZwDq38k6zUbNyruNLFRBpvAVzcf41fJy8xySMFDm72fLhhJq//Mp5K1U3jOT8tLp3l72/QN0vr2Uh0jaieJj+7gAUzV5GemEliRDLFheLs4aFWaVj/9TZ8A3yYPGcMVev64OThyNC3X8Lazoq7gQ/wqVWJ6b9PIC0+gyXvrOWXSYtZOHMVEbei6C6S7tw6nY7NP+7m8KoTrPr4D6l4lkgMQJoDbQD/H+ZAA9RuWpU+4zrg6uVIQkQKuVn5WNpYYGlljlar48qfdwg8aLizvOaWSuo08yMmLJH0xCyDfd6KRq1RsevaChKzopHJ5LSv2YcGPm2QGWov/AtSMovbu2Yl6rWtxeHVJwVOZDhWdlZ8d+AjLKzMmTtlCaHXI4SOZDBTfh5Lw451uXLkpkmskJVo0bsx478aSWF+EZ/2/0GUK2T/n8hkMl6fO556bWuTGJHMj+PmU1QgzsLsf7Ud1IJRHw0BYOnsdQSduitwIsNwdHcgOy1H9HOHFWYKJv0wCmcvJzyrupObkceZ7YFc3H+Nid+NQmGm4LfXl6Iq+uuYVb8p3anRuBrzpq0Q7dfv4GpHdlquScwrr4ikOdCmTVqBljyzB9ci2fjTAQ6uO0t8ZCrFRWqSotO4dPwO2xYe48IhwzbCKi5UEXQu2KSLZwAzhZJBTSdRy6sxOp2WM8H7OXFvpyjPRJtbKnl35ev0f6MXVepUFjqOwRTkFHDpwDUAOo9sJ3Aaw9q/9BgATbs3MKmmQJcP3SBw7xWWzl5nksWznbMtE797xWS+ZzqdjnVfbCUjKQvPau6MNJH50ADnd13m5ObzAIz7cgTOXuI5cvRvMpOzHiseG3etL7oLvwAatYal765j3edbmD99Bd+P/p0ja07RcZh+Bvuy99ejKlI/1rzPv4kf2Wm5oi2enb2ceG/NDMZ8ZjpNCSWSF0n6rZE8l6SYNM7tu8GupX+y8ecD7FzyJ4EHbhIfnox0EfPZKS3MGPNeP75Y/zpKCzPMFEq61x1GW/8+yJBxL/4qu66uILcwW+ioz6W4UEXQ6XsANDehmdAAp7YGAvqmM6YycgcgLjSB68dvIZfLeWlKD6HjGNSGr7ebxHnaJxk8qy9Nuzdk7GfDTeYNcG5mHqs++QONWkPLPk1o07+50JEMZsdv+7l7IZiDy4+TnmB6Hcdf+Wgwr/0wmkEz+wgdpcziwhIJuxFBbmYeju4O1GtXm8OrTpCVko1cIS8tltsPaYWFtYWodxL41KqEvYstrfo1ZdL3ozAzl1oiSSTPwzRedSUv3Iu66uri6UD3ka3pMlS8zbWeRFWkxq+eD84eDvg3qALotzA2qdqelxqPw9zMkoSsKLZcmk9cerjAaZ9PyUzoZj0bmcwbe4DEiGTuXQhBrpDTaXhboeMY1P5lxyjMKyIxMlmUK0jPwsHN3qR+HnfPP0heVj6+Ad70erWL0HEM5uHNyNKz+cNnD8C7ppfAiQxDq9GyaNZqjm84I3QUoyhprthtdAd6ju8kbBgDKMovwsrOisJHxwhK3vM07lKfpt0bkBiZzL0LwQAEtKnFyPcHMu6L4fSbKo6LkEGn7j5aWVfRqHM9ps+bgKWN6R5BlEgMzXTeTUhMkounIy9N6Ei7l5oIHcXg7l/VF8Z1mvs99ve+rrUY0WIaLrae5Bfnsuv6Sq5HnhXNOaW7gcHkZOTi4GJH7Zb+QscxqD//OAtAmwHNTerNRmJEMh/2+Ya9i46I5ufsebQd1ILPt79Ll5dNZ/t9VmoOW+bsBqD3xC4mdWTi6NrT3D57H3NLJUPe7Cd0HIP5+++WhbU53UZ3MJkLVhf3X2P73P0ADJjWm/ZDWgmcqHxkchlp8ek4uTuUfo9a9mlC+6GtUBWp2bf4CIV5RfSe1JU35o7HpZIzapWG+u1q89bSKaL4vt4+c5+Fs1ZRkFtIzabVeWvpZOycbYWOJZGIgigL6MjISGQy2TP9OX369D/uf+HCBQYMGICbmxtWVlYEBATw9ddfU1hYKMBXI/k3MWGJALh6OWJtZzoFC8D9K08uoAEcbVwZ1uJ1ank1QqfTcj70IIdu/UGxuuL/jGo1Wq4e0Z+Hb9nbtLZx378YQnx4EupiNV5+pjVKqCjfNBo2PYlGrcXS2oI+r3XD0d1B6DgGc/VoEFePBulnvH450iRmDYO+0Fz7xRYC91xhxYcbhY5jcDK5jDcXT2HwrL70ndJd6DgGc+KPsxxa+ScAI94bQLMeDQVOVHb52QUcXPEn3cd2ZObCSXywbgYj3h9IWlw6u+YdJC0+gz6TutJnYlc2/7CbhbNWsfHbHSyYuQp7FzsadKgj9JfwTEKuhTN3ylKy03LwqVWZd1a8LvrZ3hLJiyDKAtrS0pK2bds+9Y+fn1/p7Ro1avTYfTdu3Ej79u3Zu3cvFhYW1KlTh7CwMD777DM6dOhAfr7pNZsxFitbC6M/RkFuEclx6QBUqWkao01KhNyMQq3S4F7ZGddKjv/4d6XCnO51h9Oxdn/kMgUPk++w5dIi0nKTXnzY53T50HUAGnaqh6WN8X9OXqRls9fx8UvfE3E7WugoRlG9YVWGzx4gdAyDurT/GmE3I7C0tmDoW6azogmwZc5uMlOy8azmzoBpvYWOYzD52QVs+Ga7STaA02l1nN5+AYA+E7vSso/p7LDat+Qop7cFIpfLGfflCOq1rS10pDILufqQH8bM4/6lUO6cf8CCGSvZs/Aw8Q8TadajIT3Gd2bXvIOc23Wp9D456blo1BqcPByFC/6cYkPi+WXSYlLj0h7Nua74F+olEqGJsoD29PTk3LlzT/3TunVrAPr374+Dw1+rDZGRkUycOBGNRsOcOXOIiYnh+vXrhIaGUqtWLa5cucJ7770n1JclGjb2Vny3bSbfbZ2Jwsz4P0IxIfpVaB9/0zgLV6KooJjwu7EA1Gn2z1Vo0J+LbuDTmiHNJmNr4UBmfgrbLi8iJPHWi4z63KLuxZIYkUxhXiGeVU1rpTY5OhV1sfg6pD8LKzsrps+fSKfhbagvkhWUZ6HT6djy4240ag1NujWgTquaQkcymLysfDZ8sx2A+u3rYGFlLnAi42j1UjP8m1QTOobBXNx3lcOrTwAw6pMh1GhsOl/b1p/2cvnwDUC/VV3MkqNTObr2FPuXHiP8VhS5mXnIFXKGvNWPSweucWLTOYDS/gpe1T3w8HUjJTZNyNjPLSU2jZ8nLmbhzJUU5kkFtETyX0RZQP+b3Nxcdu/eDcCYMWMe+7effvqJoqIievTowezZs0vPqPj6+rJq1SoAli1bRlJSxV/hE1JedgFmZgoUZgrcXkA34ujSAtq0VqDhr23cAU/Yxv13no5VGNlqOt7O1VFpijlyexNngvdV6FFXC99azUd9vyPybozQUYxCJpNRs1l1oWMYVEFOAae26Mft9H+9JzJ5xT/H96ziwhI5tUXfSX3E7AEm1XX2XmAwqz/dxHejfjOZ2cl/1+qlZoz9bBgTvhuFvYud0HEMZt/io1w/fgszpRmT54zBzdtF6EgGUTKS7JfXlnDtWMW+2FsWzXo0RKvRsm+JvtmdmVKBVqPFxsGagdN6c+9CsChf97LTcshOyy39uPPItjToECBgIomk4jK5Anrnzp3k5eXh5uZGr169Sv9ep9Oxa9cuACZOnPiP+7Vp04batWujUqnYs2fPC8srVokx+qurHlVcjf5YMSEJgOlt4Qa4dyWc2LAkoh4k/OdtrcxtGdBkAk2rdgIgKDqwQo+6SotLF+2MzP8ik8v4aOMs3lw8Gb8GvkLHMaij606Tn51P5RpeNO/ZSOg4BnVg+TEyU7Jxr+JK97EdhY5jUFcO3zTZc+zXjgYRF5aAg4sdE797xWS6qevPem8l8m4Mto42vPHbq1jZWQkdyyC0Gi2Rd/465uLgZo+bj2lcICjKL0Kr0SJ/dIFRrdJgplQwYFovbBysuX78tuiPHtRqUYNh7/Rn8pwxtH6pmdBxJJIKxzRehf5mw4YNAIwcORIzs79WGKKjo0lI0Bcpbds+eQRNyd9funTpif8u+UtiVCoAnr7Gf0GMfZiEVqvDzskGKxM7T5sQmcKcN1ZzeOP5Z7q9XCanjX9P+jYcI5pRVzKZDCcP02ncBPozjBGPVhi6jmovcBrDKsgp4Nh6ffPFflO6ozBTCJzIcArzitgxdx8atQa53ORe/kp1GNrKpFaOVEUqlr+/gYLcQvyb+DHgjZ5CRzIYVZGKJe+sIS0hAwsrcxzd7IWOZHCulZ15d8XrzFz4mkm8FuRlF4BMhnsVN8wtlcjkMsZ+MQLvmpUIOnWXy4duCB2x3EKvhXNh31XkCjljPhtG9zGmdcFRIikvk3oHkZCQwJ9/6jtA/u/27dDQUAAsLCyoVKnSE+9f0nys5LaSp0uKfrQC/QKuKBfmF/PD5BXMHvArBXlFRn88MfBzD2BEy/8ddXWmwo0g8qldmW/2fcD0ef/c9SF2Jx+dfWvYqS6ulZ0FTmNYJzefJystB9fKLrQd2FzoOAZ17dgtvhjyEweWHRM6ilG06d+cke8PYtQnQ0xqJE1ydCobvtaf9e4+thMNO5rOBYLstFwWzlrFnFcXkhBuekfICvOKUBWrcfFyYsaCSdg62ggdqVzCbkRwftclpv4yjlmLJ/PD4U/wqVWJ09sCObX1fIV7HS4LrUbL+q+2cXTtKQAGzezDoJl9RDGeSyJ5EUyqgN64cSNarZZatWrRvPnjb/oyMjIAcHR0fOoTgJOT02O3fZqioiKys7Mf+/P/TdKjLdxevm4v5PESo9NMdjswgNLCjJqNn28rsKN1yairxo9GXR3iQNAGClUVZ+tYSkwqNg42ePl54BvgLXQcg0oIT+JuYDByuZzOI01nvjBAcaGKw4/G0fSe2BVzS6XAiQwrLf7fn+PF7NLB68SExGPnZMvoT4YKHcegbpy4zZ8b9bPYx34xAvcXcIToRUmMSCYzOav0YwdX0znrnZuZx/zpK0hPzMSzqjvT50/EylbcYykPrz7JknfWcnprIHsWHOaHMfO4dOA6qqKK25ekLHYvOMTO3w8A0H1MR8Z+MdykdiVJJGVlUgV0yfbt/119BkpnPJubP70jpIWFfntwQUHBvz7O999/j4ODQ+kfHx+fskYWrYTIFADcfZxNqtGQEMyUCr7dPIPpP76Mq5fjc91XP+pqGJ1qD0AuUxCRco/NF+eTmFkxRiwV5hURdOoOAC37NhU4jeEd33gGgDYDmmPjYC1wGsM6t+syIVcfsnvBIVQm2nXcu6YXU34aa1Kj1jRqDWs/24KqWE399nVoP6SV0JEMatf8g4TdiMDC2hz/Jv/efFGsGnepz5e73qd5r0ZCRzGYjKQs5k1bTnZaDlVqV2ba7xNE36E79Ho4lw/dIHDvFZNs3lfi+IYzrP18Cxq1hpZ9mlCvnXhHk0kkhmIyBfTt27cJCgpCJpMxevTof/y7paX+amdx8dOf5IqK9NuDraz+vYnHhx9+SFZWVumfmBjxdVssr/SkLO5efsj5/TcwtzD+6pStozUvv92b6XNeNvpjvWhqlYaY0ETSEjNxLMOqg0wmo75PK4a1eB0HK2dyCjPZcXUp1yPPVoitZBf3XwOgec9GmClN68p18OUwYoLjsLAyp8PQ1kLHMSiNWsNvry/j0oHr6LTC/xwZmkwmY8K3r9CwU11emtpD6DgGFf8wkd0LDgEw5M2+eLygnUIvglajZcWHG1j05mrO774sdByjqFrPB3NLJWM+G0bNpqZzkSA5OpX501eQm5mHXwNfXv91PMoX8P5BCF7VPWjWo6HQMQzm0sHrLHprDfuWHiXo1F2h40gkgjOZAnr9+vUAdOjQAV/ff26FLdmenZmZ+dSiomTrdsltn8bCwgJ7e/vH/vx/o9PB0k+2sXPJny/kymtRQTEtutenZiNfHN1MZ2tbieVf7OTLsUsIu132izHu9pUZ2WoG/h4N0Oq0nA89yP6b6ygozjNg0uf34EoYGUlZ2DhYU7+96ZxbLHFsnb7hVrV6pr0TxdTOvul0Orb+tBeAjsPbmNwRg1Obz3P/Ygjmlua8+vVIk9p2mZ2Wy70LIaUfm9rP5u75h7h27NF4q5/G4uXnIXQkg4kLS2TBzJUU5BZi62gj+lXoJ3FwtWPmwtcY//VI2g5qIXQcg7l/MYRDK/4s/dja3sqkLs5JJM/DJAporVbLpk2bgCdv3wbw9/cH9KvM8fHxT7xNeHj4Y7eVVByqIjUJEfpt41VqegmcxvAK8w3THM3czJKe9UfSqfZAFHIzIlMfsPnSfBIyowzy+ctCp9Vx6aB+FbpVvyaC5TCW63/e5tfJS1j01hqhoxhNq5ea8cXO2biYWLO0B5dDuXzoOnK5nGHv9Bc6jkHpdDrWfbmV3Mw8Kvt7UaNxVaEjGYVLJSfeWzOd2i1M53VbP95qC2E3I7C2s+KN3141qfnX0ffjmDdtOXOnLCU3Q9gLvMaQnZbLjeO3kMvljPpoCJ1HPnnyi5gpLcyY+ss43l35BtUbVhU6jkTywplEAX3y5EliY2OxtLRk6NAnN02pUqUKnp76OcLnzz95ZFDJ37ds2dI4QU2QpbUFrpUcX8hjRT2aB+1by/QKaEPSb+luybAWr+No7UJuYRY7ri7jWuRpdDphGrFdPKAvoANa1zKpzsCg31IadiNC6BhG1ax7Q9y8Xej/uumMDyqxfe5+bp68w7ovtwodxeCyUnNY/elmfpm0mOArD4WOYxRdXm6Hb4A3E759GWevf989JibqYjVL311HUlQKLl5OvPHbq1hYmc5qbdS92MdmJfs3qWYy/VR0Oh1bf95b2sF62Dv96Tm+s7ChDExpoUQul2PjYM3MhZNo1Lmu0JEkkhfKJAroku3b/fv3x8HhyTMGZTIZgwYNAmDlypX/+PfAwEAePHiAUqmkf3/TWokwljrNqjFn91tM+HTQC3m86GB9AV3l/2kBLZPLUJg9+6+sm10lRrScQU3Phuh0WgJDD7PvxlpBtnQnR6Wye8EhfnltCTnpuS/88SXls3vBQbRaLc17NsKndmWh4xhUbkYey95bT3J06lNvI1eI96Xy/sUQIu+abp+OXfMPEXUvhqSoFDSqf292p7Qwe0GpDCMvK58Fs1aRk55LldqVTa7PQom2g1rw1tKpjPp4iEltx9+94BD7l+rH5Q2Y1sukei3kZxfw+xvLCTp9F6WFkkk/jKbjMNP8+ZRInkS87woeKSgoYOfOncDTt2+XmD17Nubm5hw9epSffvqp9Cx0VFQUEyZMAGDSpEmlK9WSf5cSpz8z7uHj8kKuHJcW0DU9MaHX2GdiZWtBu76NadGt3nPdz9zMgh71RtC5ziAUcjOi0kLYdHEe8RmRxgn6L46uPUXknYrRHfxFC2hTi96TumJpI87RLbEhCVw5fBOAQTN6CxvmBbOys6LH2I70HN9J6ChGY6ZU0KBDgCgvFKiL1Sx8czW/TV1GVmrOU2/XsGMAw97pL7odMGlx6Sx6azVH1pzk+IYzQscxivysArQaLdUbVsXa/t+buIrNwRXHS8dA9Z7Y1aS64quKVCx/fwNntl9ALpcz4r2BDJze26QugkgkTyO+V8v/sXv3bnJycnBzc6NXr17/ettq1aqxfPly5HI57733Hj4+PjRp0gR/f3+Cg4Np2rQpP/300wtKLn5piZkUF6pQmps99/ilskiISqW4UIWVjSVu3qZ1FvPfyGRQlF+MmbmCjoObY/+cbwBlMhn1vFswvMUbOFq7kVeUzc5ry7kacUqwLd3/37h4OVGtXhUGz+ojdJQy27fkKKpiNbVb+FOnVU2h47ww6mIVsaEJtB/SmnaDTPN4T5U63jTt0ZDJc/79InRFlZuRh0at+dfbpCdlYW6p5O1lU0U3tizqXix7Fh6uEFMVjOHGidssf389c6cseWxbt6k4vuEMW+bsJvxWFJcPXRc6jkFpNVo2/7ibPQsPA9BjXCcGTv/39+ISiSkQfQFdsn175MiRmJn99/assWPHcvbsWfr160dBQQH37t3Dz8+PL774gnPnzmFjY2PsyCZDp4OkmDQAPH1djf54Wo2WmNBEkmLSsLU3rZm7oF8FKlkBksllpav6Oh1otToe3o7BvbIzrXrWL9Pnd7XzYkTLadTyaoROp+VC2BH23lhDfvGL21LtWdWdlz8cTP83TO8s7b85u+MiB5Ydo2n3hlSuIc4dLukJGZzZdgGAgTP+/6wyqIrU3Dn3gG2/7GXQzD64mlgjNYCIO9EcXH4cR3cHxnw2TOg4RhHzII4N3+wg8m4M0+dNNMmfXzF/TUGn75GdZrrHe05vu8Cvk5dQlP/X1BJTOfMNcGTNSdZ9uZWstBzO770idByJxOhEX0AfPHgQnU7HvHnznvk+bdq0Yd++faSlpVFYWMiDBw/4/PPPS2dFS55dQqT+3KBX1RczymD+e5v4duJywu/GvpDHe5F6jW5Lh/76LtU6rQ6dVoe1nSWdh7Tgg6UTeOv3sWQkZ1OQV/aO3eZmFnSvO5yuAUMwkyuJTgvljwu/E5UabKgv4185eTjQfnBL2g9uhZm5uM4jPou/b4EteTNb8t+oe7HcOnOPtiJexTy8+gT5OQX41KyEf5NqQscxKjNzM9oO/GsETdCpu4TdCKdZz0bChTICCytzdFodSVEprPrkD2o1r0FAm1pCxzIYc0slPrUqAfrZ5vuXHUNhpjC5sWUAnn7uVPb3os2A5ibXq+DvbBzEeQFdq/lrx1fP8Z157YfRJvU6eHH/Nb4YNIfkqL/6SZgpTWd8nkTyd6bzmysRRGKUfrSU1wtYgYbHX4BMjU6no3Xvhlw6dpvGHevQpndDvGt4kp2Ww90r4exbdZr4iBTysgvK9TgymYyAys3wcPDmyO3NpOUmsffGGhpWaUObGr0wUygN9BX904MrYaQnZuLs6UjDjnW5dizIaI/1IslkMiZ8+wpu3s7cPnuf0OvhRN2Lpaig+LFtl7aONv/arKqiy8vKZ9P3u8hIyiT8lnCj0YxBrpDjU6sSUff0F+e0Gi0dhraiTquarPhgAwCulV2IuGM6Dbkc3R2Y8O3LrPlsC+kJGSRHpZKZnIW1nemcQ3XzceX9dTNY+eEf3DhxG6XSDJ/albCyFfcFc6WFGfXa1sHJw4F67WqjKlLj6OFAenwG9drVpqigmO/HzCMtLl3oqOXm7uuKjb01ddvUwsnDkWr1qnDz1B32LjoidLQycfZ0pM+krigtlLwxdzxL311HUUHxf99RBP7+ddRu4c/oT4eydPY6Yh7ECZhKIjE8qYCWlEt86Qr0iymgTdmpnVfpPrIN329/k9zMPO5fi+DY5ovEhCWSnZaLWvXvZ/yel4utJ8NbTON86CFuxVwgKDqQ2PRwetYfiYuth0Efq4ROq+PCvqv0fa0b9dvXNpkCWqfToSpS4V2rErEhCUz8bhQFuYWE3YggJjiO+IdJ1GpRgzqt/Ln0aKSXWJnK9+zvZHIZQ99+ieKC4scK6D++28nsVdN49ZuX8Wvgi8JMwf2LIQKnLTsLa3OqN6rGvUD9jpPM5CwyEjN5a+kUVn+yCb8GvlSt50P+yvJdpBOSk4cDvgE+3Dx5B4C40AR2/naAid+/wuWDN2jWsyGh18IJuRYucNKyk8lktO7fnOHv9mfbz3u5fvw2YTcjSI1Lp/PItphbKkmKTkVdpBI6apk5eTjS69XOKJQKajWrTmxIAg+DIlEVqdBqtfg18MXJw5GMpEyhoz639MRMFs5axdRfxlO7hT8zF77GwjdXkV/Oi+MVTe+JXXD2dOTtZVNZ9ckf3D5zX+hIEonByHSm2pXiBcrOzsbBwYEpnT/H3EzcV7Wfl72zLb1GtyX2YRKBB24KHUf0Zv06isL8YrYtOEpuZj7FhS/mDVBEygP+vLudAlUeCrkZ7Wv2pZ53y+c6U6fOyHim2zm42eNZzZ2QKw9NqimOjYM1Px75lB/GziM2JIGm3Rvi18CXavWr4OTpSGFuIcc3nuH8rstCRzUYJw9HiguLTaLxT4vejXlpag9+eW0JmclZAFjbWzF93kSOrDmJt78X9y+FEn4rCgtr88fOMoqBTC5jzKfDyEnPYdf8Q/q/k8lw8nTkzcWTeRgUSb22tTm15TzH1p9+Yc89hiRXyBn35Qiy03LYMXd/6d/bOtkw9edxHN9wBhtHa26euENeVj5t+jdHo9GQn13A7bPienPv5efB67+OJ/x2FGs+3QxAp+FtaDOgOcFXH3Jy0znSEzOxdbRBaWFGRlKWwImfnVwhp8+krvSa0IUfxy0gLT6d/OwCbJ1sGP/lSArzizi/+7KoL2YB+AZ4M+33Cdg62hD/MJH501f8ayd5sbG0sWDi96Oo27oWWq2W7b/u49SWQKFjvTDFmiJW3vidrKws7O3thY4jMTCpgDaA/88FtMSwOg1uTocBTfnm1aVotY//aspk+oZixpJXlMPxu9uITgsFoJpbHboGDMHK/Nka6z1rAW3KXv5gEJX9vfh54qLH/t7B1e4fb4yUFkpUIl4hCmhTCwtLc26evGMyF0Je/3UccoWCTd/vJD0xk5Z9mzBwRh9+nriItLh0bBys6TamA941K6FRaXh4M5Jj608LHfuZBbSpxfgvR7B09joe3owE9McKPt70JsveW09caAJqlUbUR2V8A7yZsWASu+cf4tyuS4C+eeG7K19n0VtrSo8ejHx/ILWa10Cj0SKXybh/KYRtv+wTMvpz86zmztSfx5EYmczts/dpN6gFEXdiOL7hDOkJGdg62TDuyxEozc04vfUCN07cFjryM3Ot7MyrX7+MwkzOD2PnAzB5zhis7a04s/0i14/fEjihYXj5eTBj/kQc3R1IjUvj92krTGLbfQm5Qj/eqv1gfe+Pk5vPsX3ufnRa03jN+DdSAW3apALaAKQCWmIo5pZKXv1kIFt+O0x2ei51W9bAxsGKrLRcHlyLMPqLjk6nJSg6kPOhh9HqNFib29G93jCquPj/532lAlr/ZmFe4Lcsf38DQafuIpPJnlhcthvUkoDWNTmz/SIPLocKkFTyJHKFnFmLXkOn0+Hs6URRfhHht6LYPnc/TbrVZ9CMPhQVFBN06i7Wdlb4NfDlweVQtv68V+joz6zva91o0acJO+buJzsth8Zd6lGtvi9LZ6/7x04Ca3srCvOKcPJ0FNWb+gYdAnjlo8Fc2HcVjUaLT81KWNpYsOjN1aVnNGcueo2QK2EE7r2CtZ01s5ZM5tjaU5zYdE7g9M+n5AKI0kLJpQPXObji+GPfx4A2tXCr7MyAab3ZPncfgXvE0yHZztmWVz4cjG9dHyLvRGNtZ8WVIzc5v1u/i6dum1p4VHWnkp8H6YmZXD1287EGVmLhUsmJGQsm4e7jyrqvtnFx31WhIxlc9zEdGTRTP8bx1pl7rPhgg8GPpVU0UgFt2qQC2gD+vxfQSnMzPKq4oNPqiAtPFjoOSnMz5Aq5aJtyWNtZkp9TCMCgqV3pOLAZ107cxauqG5H34wi/F8eDaxHkZhpv22xKTjxHbm8hI0///Wzs257WNXqgkD+9bYKhC2i5Qi7KlbAe4zph62TDzt8OPPU2PrUr07xnI+q1q81Xw355gelenJIzw6HXxXXW1N7Flip1vPFv4kf8w0RunblPx6Gt6De1B6e2BLJ/6VEKH3XCr1a/ClN/GcdvU5eREJ4kcPJn1/+NnlSrVwX/pn5E3Ysl8k4MYTciqNnMD61Gh0+tSuRl5+Ps6UhafAY1m/pxYPlxTm4+L3T0ZxbQuiYNO9WjTkt/Iu/GcGHvFeLDk2g3qCUalZoajf04vPoEYTciAOg0og21mtVgzWebRfXa0aJ3Y7qP7Yi9ix3FBcV8OuBHgH9cvGvYqS4Dp/dmxYcbiQtNECruMyvJL1fI+XDDTNx9XLmw7yqbf9wNQO9JXWnzUjNiQxLISMrEztmWOq1qsvLDjdy/JL6LkvYudtRrW5tAEx4B1aRbA8Z9MZyrR4NY/9U2oeMYnVRAmzapiZik3Nr0acSQN7oRdC6YlV/tEjSLwkxO236NsbG35MCas4JmKauS4hkgJjSR3Mw81s/Zj3/DKnhUcaF+a38CmvuhtFCyd/lJUuINv/LrZleJES2ncS7kIHdiL3Ej6iyx6Q/pUX8EzjbuBn+8fzy+twt129YiMSJFdCu0R9eewtnT8bG/k8llj+0eiHkQR2JEEn4NfOn/ek/2LhZnN9mncfZ0pOf4Tti72LPtl72i6tidnZbLnXMPuHPuAaAfN9N7UjfWfLaFq0duAn+9uc/LzicvKx+1Si1g4ue3d9ER7JxtcfdxJTczj9zMPEa8N5DGXerxy6TFxIbEExMcT3piBoNn9qW4UIV3zUqiOvt970II9y+FYmFlTmFeEW7eLny5czYPg6LIzy7Ays6SUR8P4dtXfkNdrKZ6w2rYu9pRLKJjFQ06BPDS1B7cDQwm6NRdarf8a6eQTqd7rIiOD0sEEE2H9ZLc3cd0RF2sJup+LO0Gt2THbwdoP6QVfV/rxt3zD7hz/kHpinTnl9sx9ssRLH5rNdH3xdX1OTst57Hi2cbBGi8/j9ILPKbg+vFbJEenkFABFlokkvKSCmhJuSVEPhpl9YJmQf/vWWCZXIYM0AEatZbk2HQGTOrEzTPBFWJFvKxkMgi5EYW5hRIffw9Cg6IJDYrm4e0Yhk3vgV89H5Jj0ti3yjhnMJUKczrXGUgVF39O3NtBSk48Wy4uoH2tftSt3Py5Gow9L7VKg3sVN1r0biK6Ahr0XVblCjkuXk6kxKY9VjwrzBRo1BpURWoC916hZZ8mpX9nKtITM1n7xVa6jerA+K9G8NnAOUJHKhNbJxua9WzI7gWHuHrkpv5nXkbp97N1v2bYO9tSLKIVyxI56bnkpOeWfnz50HUadqqLg5s9Fx5tIR38Zl/qtKrJ2Z2XuH78lmiK5xI6rY7CvCJkMhm9J3YlITyZhbNWodPqMLdSMnPBa3z8x5ul56DP7Ljw1/dYBJvzQq+Hc+XITW6evEP0/bh/rLz+/WuwsLbA2dNRVOO7ajb1o8PQVlw7dotj60+jUWtw83Zh8Kw+ZKfloipS06RbA9oNasGCmas4uekcBbmFZKfl/vcnr8AsrM2Z9vsEKvt7serjPwg6dVfoSAYTG/LX7geZXMbYz4dz6cB1Ub7OS/5/kwpoSbmVFNCulZxQWpihKjLuaky3Ea2Je5jEvSv6raE6rY6StwlKczPsHK3xqOJK/db+oi6gdTrITs/l/rUI+oxtT3RIIg3b18LGzpL48BSObb7Aw9vRRs9R3b0uHvY+HLu7ldj0h5y8v4vI1GC61BmItYWdwR5HJtcX5DqtjoykTC4fukGHoa1oP6QVZ3dcNNjjvCjjvhhO0x4NuXv+AdEP4rl/MYTwW1GPFcp+9X3JTssxieL5f4vL/OwC9i05Sp1W/nQY1poz2y4InPD5Obk7YG1nRcSj3zOdTgc6sLSxpP2QltRvX4c9Cw+bROfcO+cesGveASZ8+woLZqyg88h2eFZz58jak9z483Zpsf2/uynEQKfTUZBbQHpiRunHRfnFnN15kbpt9Ntmc9JzSUvIQKvRYqZUoFZpKvyFrYLcQvYtPopOp9NvAW5XG3WxGqWlEqXSDJlCjoWlEk8/D+q3q8Od8w+4deae0LGfWci1cLbM2UNCeBI56blY21sx5rOhhFwLZ8+CQ0Tdi8XW0YYxnw2l0/A2HFh+nGtHg0S3I+R/aVQa0hMzqVrXh9d+GM3Gb3eUXtQyJR2HtqZlnyY069GQzT/uLt1JIJGIgVRAS8otJzOf3Mx8bB2t8aziQkyocc8C+jesgmcVF+5dCcfcUkntptWo16oGNRv54uhmT152PqFBUSSLqOnNk3hX96B+G398/D1xcrfHwtqC+1fCiXoQT3xkChnJ2Ua/WFHC1tKegU0mcCPqHBfCjhKRco+NmVF0rjOAGh71y/Q5rWwt0emgKL8InU5X+qbczduFPpO60qR7Q1Jj01EVi/PN0MX912jaoyHR9+Oo1aIGrfo1pTCvkLjQBFLj0rG2s6JFn8YcWHZM6KjlYuNgTV5WfmlxWaKk0CoqKBZdwVWiuFCF3Ezx2N/5BnjTsk8T/Br4EnL1IUGnTWd16NSWQKrW9WHGgkml85PDb0c9Np9WYaZALcLfyaToVGq38MfOyab0godPrcrYOFqXjkOSyWTUbuFPt9EdUJjJyc3M58iak8SGxAsZ/V+VrDIPfrMvzR493+i0OtQqNTqtDplcRkJ4EgeWH+fEH38da3LycARAaWlWoRtv/b3gt7KzwsbBhpObz5fOa8/NzCMrNQf/Jn7I5LLSyQYKMwVWdpZY2ViSEpsmSPayUqs0rPr4DwpyBtF2YAvGfDYMexdbjqw5JXQ0gzq36xJV6/nQoncTRn08BA9fN3bNPyja1wvJ/y9SAS0xiPjIFGo28sWrqrvRC+gLh4IY99EAfOtUwtXLicL8IuIjUrjy5x0i78eTHJtOXnaBqBrBPMmEzwZRkFvIg2sRtOhej6sn7j5x1raxx1v99ThymlTtgI+LP8fubCUtN5FDt/6gpmdDOtbu/9xPJj3Hd8bBzZ61n28B9E2n+k3pTs1m1Yl5EMfWn/fw4HIYWSnZhv9iXoD7l0KJC01Aq9Px62tLcPZ0pLK/F4271KdafV+s7SxZ/9U2rhy+KXTUMpEr5Hy29R0c3OwJuxlBTlou4beiiA1NID0hneJCNbVbVKdG42qc3XFJ6LhlkhSVwtXDN5n43SvcPnMPGwdrPKu5U1yo4trxWxzfcAadVodfA1/aDmpBUX4xSZHJnN15SZQN8Op3qEPVelX0F0SdbLlzXn8OXK6QY21nReeRbakS4E1+Vj6Rd2NE1VTszLYL+Df2Y/r8iVzYdw13Hxd8alfmXmAwAM5eTnQc2oquoztw7WgQWWk5mFsoeXvZVL4f/XuFL8I2fL0d10rOFOYVsWDmyqfezsrWkpZ9mtB1dAcUZgoKcwu5GxjMjt/2P/U+FYXCTI5MBvEP/3qPYeNgjZ2TLYmRyfoLBjIZTh4OjP5sGC5eTmhUGjJTs1n81uoXdsHZELQaLRu/3UFORi69Xu3CgGm9sXexY/uv+0VxvOBZqFUa1ny2haToVF6a0oNuozvgXsWV1Z9sEv37N4npkwpoiUHER+gL6Mp+xj8H/eCavqlGaFA0u5eeIDkundzMfArzi0X5pvVpNszZT3GRiqSYNApyC5/adftFv5a62XkxouU0Lof/ybWI04QkBhGXHk7HKj3wdaz+zJ/n3sUQZsyfSOSdaNoNaomXnwcPLoex4oONhN+KIic9V/RvFLbM2cOsRa8RuOcK6YmZpCdmcvvsfcwtlRQXiqdZ0ZNoNVouHrhGvynduXLoBrVa1KDjsNYozBRY21uhKlLh4GbPsfWnuXYsSOi4Zbbjt/1kJGfhG+CNvbMtVw7f5GFQJBG3o/Gs5k6fSd1o0q0+wVceIpOBX/0q1GtXh4WzVgkd/bnUbFadyT+OIXDvVW6euE3nkW1x83YhNzOPWs2r0/+NXtjYW3P1aBBKCzO6j+2Ela0VB1ccFzr6M1v50UYGTu9NvXa1MTNTEHY9nKPrTmFuqaT3hC606N2YdV9s5fKhG6X3cfJwpMOw1uyYW7ELTHWxml8nL+HTLW/z5uLJzJu+Aq1G+9g0A5dKTvQY24m2A1uwZ+FhEsKTKMgrZOK3r5CXlcfh1ScF/ir+XW6GvuFd65easWv+QWwdbWjdvxkulZy4efIOALVb+jPq4yFkJmdxYNkx0uIz6DamA7MWTWb+jBWiO8e/d9ERctJzGfZOfzqPbIdGrWXn70+f8CBGh1b8SXJUKmM/H0aDDgG8veJ1lry9hoykLKGjSSRPJRXQEoNIiNCfNfaqZvwCuiCviPycAuIeJnHnYpjRH08o4XdjS/+/pFGYp68rlf3cqRZQGR9/T7LTc7lwKIiHd2Jf6BVbhdyM1jV6Us2tDsfubCczP4WDYTuo49qANj6dMVdY/OfnCLn6kIjb0Qx7tz+XDl5n+9x9xIYk/GMWrZiF34oi4k40I98byNLZ60q74pYUz9b2VphbmlOnpT/ZaTnEBMeJqgHO4VUnaDugOS6VnVn/5TYUZgrMlAoc3O3xquZB5N2Y0u+nGM/Olvj71tcS/k2q8cpHQzC3VDJ/+gqCrzxErpBjZWvJx5veomn3Blw7dkuAtGUTcvUhG7/dQcTtaJKiUgi++hCtRkvbQS0YNL03odcjWPnxH6XbtwPa1OLlDwZx+dB1UkV0XGb3gkMoLcyAv7b7Dpzemxa9G7N09jruXQh57Dx/caEKpbk43ippNVq+HPozH26YyYfrZ/L9mHmlxbOVrSVdR3WgZd+mLH57DXcfrbwDXDxwDe+alYSK/czyswtY89kWps+fSOUanlSt50NsSAJ3zj/g0sHrVKlTmRGzB5AcncK8aStK76dWqRn3xQhsHW1EV0ADnNx8nuy0XAbN7MOZ7eLrJfEsrh0LIi0hg6k/j8Wjiiu2TrZSAS2p0MTxqiCp8EJvRbN72Qmig1/MfMkbZx7g6Pp4AytrO0ts7KywdbTGxt6KhMgU0hLF/QRcsj1bLpfRe2x7mneti72TDQlRqTy8HYOzpwND3uhO0Llg9q489cLzeTpU4eVWM7gQdoSb0ee5n3qL2OxIOlftTWV73/+8/7ENp5lUdzSHV50gJeafWyTlCjmNu9QjP6eQ8FuRonzzs+Hr7fQY3xmlhRnqYn1DIksbS/ybVqNN/+bUa1ub7LRcFGZyMpIy2fn7AUKvi2d0yYoPN/LOite5c+4BMQ/i0Gq1JEel/uNcpa2jDYV5haLaRvk0Xn4eTPl5HBG3o1n67lrUKg1yhfxRwVVMekIG5pbmQsd8bhf3Xyv9f61GS51WNRn53kBObjlfOte8pLFWUV4R6mI1xYXi+538+8+gf5NqdB7ZlvVfbSstnmVyGVqNFicPB+q08ufImoq9Mvu/vh89j5c/GISrt3Pp72GjzvXoMKQVyz/YwN3A4MeaNioUclwqOWOmVKBRayv0zp+kqBS+Gfkr1RtWxcLaguj7saQ9GuU45M1+qIpUpcWzmbkZ6mI1Wak5OHs54ujmUHpbsbl2LIig03cf6z/w990FpiDyTjRzxi/Ao6o7MQ/ENYZM8v+PVEBLDCI1PpMT219cB8Vjmy+Urgq4ezvTtl9jApr74erliFarIzs9F41Gy6kdVzi3/8Z/fLaKS6cDJzd7Xv10IC6eDpzaeYXzB26Wzoo2Uyrwq+vN5K+GClJAA5gplLSv1Y8qlj6cjDxETnEWe0O2UN+9KS0rd+D/2DvrsKruP46/btHdKYiogGJ3d212zNaps2vT9W/dc7rNGXN262w3a3Z3KwqI0o00XODG7w+E6dSpk3sP3Htez8MDXM453/fRG+d9PqWQKZ667/Vjt8jNzKN6A/8nGugRn72GV1V3zCxNiQtPYP232yrcXenUuPts+mHnIxft3cd3onmvhsSFJzJ/2nIirkbiUsmJeu2DGfK/fnzaZ5aAil+MqJBYTv9xkVFfDuKzfj+UNi4qiTZXDq5E76nd0Kg1uHg7ceXwDW6fu1OhugE/jEQqocuodkTeiClN0364W7ONkw2eVd1R5hUIKfOlkEgkWNpa0HtKV05uP1dqnku6UwPUbBmAmaUpalXFvoC3c7ElMzWLsIsRAKXm2dHDntfe6UX07TjO7roksMoXZ/2320p/tnG04tVxHdmz7BBXj9wsHUGo1Wjx9HejSfcGHFx7vPT/trxTkFdIyOmwRx5r1qMhlYMr8cWAOcCD5+oDs/nKGx1IjU+vUPPon8TD5rlm8wD6TH+FBdOXV6gMkGdRUuokIlLeEQ20SIUkI6W4i2qTLrXoMaoNmWk5XDh0k9CLkdxPzsTSxpy6rQNp168RcXeTuRdSce9mBjevirWdJT+/tZbk2OIPSqlUglQmRVWkJiU+nZysPCoHeQp6np42lRhQYySnY44QknqV68kXic68S7vKr+Bm9fT0wDVfbkYmlwIl0aAWxIYlEHH1Hk4eDuxdfoiM5Exa9WtGryndWP6/9Xo6o7KjJFXU0taCUV8OwifIi1WfbeLSgb9TfOPCE1DmKmnyan18a3gTeTNGKLkvzPpvttJ1dHtsnW3ITMkqNc9933yVtgObkxp3nwOrj3E/KQP/2r4M+bAvafH3ibuTKLDyF0cqleLk4cCNU3832Coxz1Xq+DLwnV6EX7rL5YPXhZT5Umi1WqQyCRY2FoSeLzaWMvnf5rnjsNY06FibHQv2VfiSC7lCTm5mHtn3c4HiyLtHFTe6T+iEqbkJx7ecISutYo8pMzEzQSKRcO96sYEsuUng5OlAj4ldiAqJ5drRCnpD60FZjGdVd8Iu3CUlNq30sxGgZd8mVAr05MSWMyDhkUkBFRWJVELPyV1w83Vh5tKJzJu6rFx3ihcRMUREAy1SZti72OAb6EFGSrZejJxHZWe6DGnO2f3X2bvm5CM1wFn3c0mIPI67rzO1W1Sv0Aa6ZmN/zuy7SnLsfaRSCUiKL340muILhHqtA8m+n0tKObgLbSIzpbVvZyrbV+VI5F4yC9LZfnstddwa09CjGTLp4285JV1wW/RuTP+ZPQg5HYqrrzP1OgRTkFdY2qVamVvA9F/HYW5lRn6OUp+nVWZ4VXPH3c+VeVOXlRrkh6N6HlXcKMgrrJARhX0rDpemE9q52DLmmyH4BHmRHJVK1v1s6rYPZt03Wwk5FYqphSlDP+rPdyN+EVj1iyM3kSGTS8l6MAqp5Jxb9WtCwy51SY2/z18rjwB/X9xXRCxsLCgqKCI1vvi5qFapMTFT8Oq4TlSt58flwzcIeXAToSJz81Qovad2o8+0Vwi9cAdLWws6j2xLemIGJ7ef48JfFbcBXglSmZT8HCXK3OKsCI1ag7OXI33ffBUzS1NObDtLYmSywCr/GyWvr/xcJRp18ftoyWuyUde6NO3egOhbcVw9erPC9mD4J1qNll8mL2HSz6Pwru7Jm4vGsejtVYRdiBBamoiI0SAaaJEyo0nnWnQd1oLTe6/qxbBWq+NDWkIGe1afKJ7XKi2+WH34elWukBWbzgpMblY+Lp4OD9U7aZErZFQJ9qZJl1rUbRXIntXHycnMf+ax9EUlWz9eqzGKE9EHCLsfwuXEM0RlRtC+cjecLFwf214qk1K9oT83Ttxi8btrkMllVAr05K3fxuPs5UhKbBqFyiJSYtNw9XUh8ka0AGf18vjXqUzCveTSaIFEIik1z9Ub+TPw3d7EhMaRl11+/i+fl4dr8ep1qIXCTMGaLzZz/cQtpFIp7Ye0ZNz3w/h6yM8cWn8cz6pueFXzqHCRk4K8Qo5tOUOfqd2wd7MjNTaNJq/Wx9zKjJjQeE7tOM+968XPz4pqngES7yUTeSOaEZ+9xrHNp8nLyqf94JZoNBpCTodydNPpCtXw7mlkpWUzd9JihnzYl8AmVbF3tePkjnNcOXSjwqf8lpAcnUpkSAwjPnuNI7+fQiKR0H5wSxIjkzm5/VyFHaX3MHevRdH2tea06teEpOhUKgV40mZAc26dCePwhpMVrvTnWWSl5fDjuEWMmzWc6g39mTx3FCs+3vhIVpOIiIjuEA20SJkRfy8FAE8/F72sl56Sjb2rbenvmofuLjt72tOyez0qB3myfdEhvejRFYe3nGPkh714/X+9CLscibuvM04edlhYmZGTmcfKb3Zw+Wj5iwSZys1o7/cqle2rcTTqL+7np7Dl1hqae7ejhnOd0jo8KDaSjh72HNlYPFdWrVJz73o00bfiGPRBH8LO3yGgcVXkJnKSolKEOqWXJiMlC0d3+78b+Gi1uFdxpVn3hlRr4Medy3f5/YedFboxjNxETsPOtYkKieXs7r9rR8/tvUy1BlVw9nYkIzmTtV9teWLde0Xg1I7zWNpY4FfLh2Y9GhJxJZKT288Rev6OQZjKElZ++juDP+hD/Q61cKvsws2ToVw6eI3b5+48Uo9Z0YkNSyhuPCWRIJNLyUnPFVpSmbP6s030mf4KwS0DsXW05uKBq5z982KFLKN4EiGnQln71RZ6TOiMSqXGytaCfSuPcO3ozQrbOOxZKHMLmD9tGSM/H0i9DrUY9dUg7JxtOLT+hNDSREQMHtFAi5QZ8XeLU8DcfJz0MrLm1oW7dB/dmoHTu3B6z1WsbC2wdbLG2dMet0pOWNqY8fvcfSRV0Iv0EqLDEln5zQ46D25O2z4NSYq9T1pCBjciU7lzLbr0xkV5xc++Gm5WnhyJ3EtUZgTHo/eTkB1Da9/OpeOu1Co18RGJ1Gpdo3QGq5W9JRKphMsHr9O4Wz3uJ2awf9VR8itgdLaEk9vP0XZQCybPHc3da1G4+jjj6GGPMreAkNNhnN19qcLXlCpMFahVGq4ff7SmMqhJNdwru6IqVFFUoCq9qK2oac77VxePljOzNC1NjTVE1n29FYlEgoWNeYV/bv4bD5eFVNTn5LPY+tOu0lFz+hx7qC8uHbhG+KW7aNQaJBIJORmGdyPkn6iK1Cz9cB1Zadm0ea05rj66HyUqIiICEq0hfkromaysLGxtbRnX9hNM5GZCyxEMiVTC99vfxNTMhC9H/0ZyjO7rOL38XekzoQOefs6kJWaiKlJTpCwiOjyRG2fuEHG94jRiel6sbM1R5hWWu46pqvR/v8uv1Wq5lnSBM3FH0Wg12Jra06lKT5wsijMWHD3smbFkIie3nyM1Lg0PP1dqtAjkl0mLyUzNxtzavEKb5xLcq7hSs3kADTrXIS3uPnevRREVEkv4pbtCSyszBr3XG69qHix5fw1qlYagZtVp+mp9Im9Es+2XPaXbSWVSJBJJaROuioqhGi4R48HM0gxlbsXsLfG8eFZ1p1mPhmz56c8KneXzNOq0rcm1YyEGeW4VkUJ1AUsv/0xmZiY2NjZCyxEpY0QDXQaIBvpv3vp5GL6Bniz/arve0oolErC2t8TV25HsjDxS4u5X+NEqFZFnGegSEnPi2H93JzmF2cgkMlpUak+gU20kEgmNutal9YBmmFmYUlSo4tjm05zacR6pTIpMLkUqk+JV1YO4O4kGc7FnqOZr6vwxWNlZYutsw/2EjNIZ12kJ6bhXdqVO25rU6xBMTkYu0bfj2L/qKNn3DSf9WcQwMLM0o3JwJW6dCXv2xhUUe1dbps5/g8uHrrNzwT6h5egEhamCz7a+jZ2LLRf3X2PFxxsq/I27f0Mqk9J9QicOrD5m0Jkj5RnRQBs2ooEuA0QD/TevTe9C82512LfuFLtWHNP7+iZmCnwDPKhUzQ3XSk5Y2ZoTeTueYzsukp9juGmW5YHnNdAASlU+h+7tIiqzOOpa1SGQVj6dMJGZojCV41bZlez7OWQkZ2LvakvN5gHU71gb/3qVyc3IIyM1i0v7r7FvxWFdnY7IS2JuZYa7nyuWthYAXD9+C4A2A5rRYVhr5AoZxzafwcLGHDdfF8ytzJg1ar6QkssMiVQC2ordROxZmFub03faK+xYsNdgb3xY2Jjz5q/jcPV1Zt6UpYRdNJwskYdp3K0eIz57DYCdC/ayd7lhvq/Wbh3EqK+HoDCRc/14CIvfW2tQtfwP0/fNV2k/uCVJUSnMn7asQk52qOiIBtqwkQotQMSwiI8oroPWVyOxEhSmclr2qMfb80cy4esBtOvXGAcXG/KylTTuVIs3PuuHm4+TXjWJPB0zuTld/fvSxKs1EiSE37/F5pBVpOUlU1SgIuZ2HBnJmQQ2qcbEH1+n31vdycnMY+6kJcyfvowL+67QdmBzAhpVFfpURJ5Cfo6Su9eiuH78Vql5HvJhX/q++SpXj9zkvS5fsnvJATbP+YPF763G3tWW2m1qCKz65XH2dmTG4gm07t9UaCk6ZeRnA2jWsyGjvhyEVGaYlxL52UoS7iUjV8gZO2s4br76/VzTF2d3X2LLT38C0GNiF9oOaiGwIt1w9WgIv85YSaGyiOCWQUz8cSQmZgqhZemEk9vOkRZ/H1cfZ95eNgmfIC+hJYmIGBSG+aknIhg3z0Ww5LOtbJr3l17XbdevEZ0HN+PGmTt8M24pHwyYyy/vrGf193+y8P2N5OcoadWjnl41ifw7EomEum6N6Vl9EJYKKzIL0tlyaw0hKVfRarW07NOYiT+OJC4ikY97fceS99YQdiGC6FvF6b6XDl6nVb8mQp9GmVC9kT++NSsJLUMnSKQSJFIJA9/tRf1OtVkwfTmbZu8EisfMFX+Xk5uVZxAplYFNquFXy4deU7riUslwb9pt/Xk3ytwCqjf0p/v4TkLL0QlarZZVn/3OnSv3sLA2Z+JPr2PtYCW0LJ1wcO1x/ly0H4D+b3Wnea9GAivSDbfOhDF/2lKUuQUENKrK5F9GY2ZpeJmDiZHJzBq1gOhbsVg7WPHmonEEtwoUWpaIiMEgGmiRMuV+UibXToaRnpyltzW9qrjSoF0Njm6/wI7Fh0ubl5XMgE6JTyfschTeVd30pknX2DhYCi2hzHC39qJ/0Ei8bSqj1qo4GrWPo9F7qdexFqd2nGfFRxvITM1GKpOWGi4Aa3srMlOzHhmHVRFp81ozps1/g35vviq0FJ2g1WgxMVNQtZ4fO+bt4dbZ8Ac17bLSRng1mlXHpZKzQaQCH998htvnwjExM2HEp68ZbHQ2KSqFNV9uBqDzyLbUahUksCLdoCpUsWjmKpKjU3HydGDCnJEoTA0zarl7yQH2rzoCwKD3e9OwSx1B9eiK8Ev3mDtpMXlZefjXqWywN4Cy0rL5cdwibpy8jYmZCeO+H24wN51FRITGMD/ZRYwKMwsT5Ao5B34/C1B6waoqUpfOhq7Z1J+7IXGCaSwrZHIpM+YO58sNU7BzthZaTplhrrDglar9aOzZCgkSFO4SpDawZ1NxREQqk6JRa0oNV4POdajVKpA7lyMrfJ3ppQPXKFQW4lfLh8DGhpmS7lLJGalMSsTVKAA0ag1qlRqFqZwur7el56Su7Ft+mKiQWIGVvjxarZbVn28iP0dJ5eBKdBzWWmhJOuPSgWscXHccgBGfvYazl6PAinRDbmYe86cvIycjF98a3rz+xcDSWe6GxrZf9nDk91NIpVK6vN4OmVz27J0qIJE3Y/hx/G9cPXKTnQv2Ci1HZxTkF/LrjJWc2H4OqUxKr8ndsHE0nGsHERGhEA20SJlTqZobnQY1JbChn17Wi7wdj5WdOTWb+AOUjnBwcrejSedazJg7HK8qrpzec1UvenSJWqVB9SDNtVazagKrKVskEgn13JvQo/pA7tyKwMnZkbCiq4Sm3Syd6xncKpBRXw2m58TOHFx7nIv7K/7/aVZaDse2nAHglbEdBVajG+LCEzC1MMWvVqXSmsOARlUZ8dlAarepwfm9lzm5/azAKsuO9KRMfv9hBwCvjO2AVzV3gRXpjm1zd3Pnyj3Mrcx447uhBhudTYlJY9HMVRQVqvAJ8sbO2XCbAm36YSd/LtrPzxN/M4iyiqcRF57AordXPTIT29zaXEBFukGj1rDuqy3sXLCXxe+tISstW2hJIiIVHrELdxkgduF+lG7DW9JlaHPO7L3Gujm79bJmr7HtqNnEn+TY+6iK1JiaKTCzNEUml5IUk8Zf606TFJOmFy26pm3fhvQe157wq9H88vY6oeWU8iJduJ9FXlEuQX196Tu4N6dOnUJaoKBR/UaYmpmQdT+H68dvcWHfFfJzDGOUlY2jFZ9vfxcTMxPmT1vGzVOhQksqc+q0rcmAmT1IT8pEbirH2t6K6FuxhJwO5dyeKwYzluxhxs0aTu02NYiPSOTb4b8YbMdfW2cb3l89laKCIuZOXkKKgbzXPokazaoTG55AZor+ypTKA1b2luSk5wotQ6d0GdWOFr0bM3fyYpKjUoWWo3O8AzxJT8wgJ8Ow/1+FQuzCbdjIhRYgYnjERiQB4FlFfx1Lt/92iMhbcdRpGYBGoyEnM4+s+znERSQTeSuO7AzDmYN45Xgovce1p0qwN9Z2FgZ1biVYKCyJ/COFeXd+pcvgDlhYWHD45CFMM6yIvBJLUlSK0BLLlKy0HI5uOk3HYa3pPqGzQRroK4dvkH0/B58gL2ydbQg9f4fU+PsGfaG69ustVA6uhKpQhZWdJRnJmUJL0gmZKVnMn76c+wnpBj9z9p+vTQsbc/Ky8gVSox8ada3LwPd6s+jtVYSeuyO0HJ1gYqagUZe6OLjZMeO3CfwyZSmxYfFCy9IZTp4OTPllNMpcJQumryAxMlloSSIiFQoxAl0GiBHoR3F0s+WTVRNQFaqY2XNOaUq1vlCYytFqtKX1sobIjLnD8QnwYOPPezm564rQcoCyjUA/zL30cA7e24VEDgqtKV38e+FiaXgpsZa2Fnyx4z3MLE357Z1VXDl8U2hJImWAW2UXUmLSDDoV9kkoTOUUFRhmxL2Eeh1qMeTDviyaudJgZ0QDjP1+GHXa1qRQWciC6csN9lyt7CyZPHcUlQK9yMvOZ+FbK4i4Eim0LJ3g4uPEpJ9G4ezlSF52PovfXU3o+QihZRkUYgTasBFroEXKnPtJmeTnKpGbyHH11m9TGYlUQlGByqDNMxRHoQHqtAwQWInuqWxflX5Bw7GQWpFblM322+u4nXpdaFllTm5mHofWHycpKoVCZZHQckTKiMR7yUZnnpv1aMinW97Bwc1OaCk6pW67mphbmTHuhxF4+hvOlId/suzDdVw/fgsTMxMm/Pg6VetVFlqSTsjJyOWnCYsJv3QXC2tzpvwyhprNDfMzNjkqlVmvzy8d0TZ57mia9WwotCwRkQqDaKBFyhytFuLuFqfYeukxjRuKR+YYA1dPFBto/9qVsLI1vKYn/8TOzIE+AcPwsa2CWqvmcOQejkcfQK0xLGOyb8VhvnhtDiGnw4SWIlLGSGVSuo/vxKivBgstRadIZVJa9m2CvastY2cNR2FquJViKz/9nfBLdzG3MmPSz6Owd7UTWpJOUBWpWfzeGm6eCsXUvNhEV6ntK7QsnaDMVTJv6lKuHw/BxEzBuB+G06hrXaFl6YScjFzmTlrCub2XkcllDP1fP3pN7lrhR0OKiOgD0UCL6IS40jpoV4GVGCapCRkc+P0Mq77ZSUG+cUQrTeWmdPXvQwOP5gDcSL7ErvDNzxxjFZcVzeWEs9xOvUFOYfnuPlpUoNJ7yYPQ2LnY8vqXg3Cp5CS0FJ3i5utCpxFtaNCpNk1erS+0HJ2hUWv47Z3VZKfnUCnAk8Ef9BVaks5QFar4deYq4iMSsXOxZfLcUVjYGOYNTVWhikVvr+LWmTDMLEyZ9PMoKgdXElqWTigqULHo7dWc3X0JmVxmsJ3lofj/dcVHG9j1W/HIyE4j2tBmYHOBVYmIlH9EAy2iE+IiihtSeFR2FliJ4bJzyREuH7tNkYF29n0Sjh4OtKregS7+vTGRmeDvUP1f75YXqQuJyozgXPxxjkfvZ/vtdZyLO6FHxf8NuUJG6/5Nqd+xltBSdE6/t7rTsHMdXnunl9BSdEp8RCJ/LvoLgAEze+Lo6SCwIt2RnpTB0vfXolapadytHm1eaya0JJ2Rn53P/GnLSE/KxN3PlfE/jEBuYphR9+IbBiu5ff4OZpamBLcIFFqSztCoNaz69Hd+nrSYk9vPCS1H5+xafIDlH60n7GIEJ7aeEVqOiEi5R2wiVgaITcQex9LGHBsHK5Ji0gSJqEmlEjRGks5dXtBVE7ESek7uQsdhrdm5YB9/rTxCXlEOFgqrZ+5XoFKi0qiIyowgITuGiPRQnC3daOPbBXsz/dboPy+t+jVh4Lu9SUtI57O+swy6pt/J04GPNr6FwlTB0g/WcnH/NaEl6QyJVML0hWOpWs+PiKuR/DhukUFnHLQd1IL+b3VHrVIzd9ISwi8ZZvMpAI8qbry1eDwW1ub8/sMOjmw8JbQknaEwVdC4Wz1ObDOc2e3Pg5WdJS36NGbf8sPPzHwyBCQSCQ7udqTF6/az3VARm4gZNmIEWkQn5GblkxCZoveLQ2dPe2b8MoL3F4/R67pC4eRhR6fBzajZxF9oKTon8W4yUmlxfaVUJn0u8wxgKjfD0sSKIOfaNPVuS0PPFiTnJnIj+bKOFf93Tv9xgYzkTBzd7WnWq5HQcnRKatx99q44DEDfN7tjZmkqsCLdodVoWfnp7+TnKKlS25fOI9sKLUmnHF5/ojQNdsw3Q7BxfL7XbEUkPiKRRTNXsW/lYY7+flpoOTqlqKDoEfMsV8hw9THsbDOJVMKEH0fSY0JnRn4xEJlcJrQknfPquI58uO5NajSrLrQUEZFyh2igRQyK7PRcvP1dcfV2xMbBcC/WSmjQtgavjmxF81fqCC1F51w8cI3s9Bwc3e0JbvliqYMl0QILhSV13RrjbePDzeTLpCvTdCH1pSkqULF3+SEAuo5qZ9A1eAD7Vx0lOToVO2cbuo/vJLQcnXI/IZ2N328HoNuY9vjW8BZWkI5Z9/VWokJiObLpFNn3c4WWo1PCL91lx7y9RhGdLEFuImfsrOHMXDoR7+oeQsvRGVqNlkPrjqMqUtGwcx0mzBmJqbmJ0LJ0hlQmpXItH8wsTZkwZyRtB7UQWpKISLlCNNAiOqNaXR8Gz+hG06619bamMq+QuLvF9ddVgr30tq5QXDp2C4Dq9SpjbmW4kTsorr8rqUVr+4JNTkrqpDXa4owISxMbtGjJKsgsW5FlyMnt50mNu4+tk80Ln29FQ1WoKjWVrQc0wyfIsF+75/Zc5vy+K6iK1Ngb+KinooIifhi9gD1LDhqXsVTIGP31EJr3NuwMEplcioW1OZa2Fkxb8IZBv3Yv7r/GwrdWUpBfSFDTakz/dSxW9pZCy9IJGrWG+VOXcXL7OaQyKf3f6s6QD/saReRdROR5EA20iM5w93GmSeda1GhcRa/r3rkeA4B/sGFHdgCSY+4TdzcZuUJGrWbVhJajc45tPoNapaZa/Sp4VXN/7v00Wg0arQapREp6fhrJOfFIkGBvVn4bOalV6tKmU52Gt8bc2jC7+5Zw62w45/ZeRiqV0mVUO6Hl6JwN327jm2E/c/mg4c00/ycPz8FWmCqo3TpIQDX6oUGXutTvWItB7/amTtuaQsvRGQV5hcybupSIq5FY2Fgwdf4b+NY0zO7cALfOhPHT+EVkp+fgE+TNzKUTcTLQhoBqlZq1X21h85w/0Kg1NO/ViKnzx2BlZ5g3DUREXgTRQIvojNgHo6y8/PU7yirigYGuYgQGGuDy0eIodL3WhtsRtYSM5EwuPTAcbQc+PaVMq9WWRpsBpBIpUomUtLwUjkfvJzU/mUCnWlg+Zx21UJzfd4W4OwlY2FjQaURroeXonM1z/mDvskMs/996oaXonPwcJclRqaW/G8PsVRMzBTOWTGDcDyOo1cqwTfSZPy5wfOtZpDIpr385iOoN9XsjWZ8ocwuYN3Vp6UzsKb+Mxq+Wj9CydEZUSCw/jF5AalwaLt5ODP90gNCSdMqh9SdY8OZy8nOUVK3nx1uLxyOVifZBxLgRXwEiOqNkFrSDiy2WepyNefdGsYH2qOyChbXhd0W/fPQ2ANXq+er131koDq8vHkNVo1n1p46LkUgkSJCQW5hDZMYdTsUcZsut1fwespy47Gi8bHxp4tUambR8j5vRarTsmL+XGydvc/Gvq0LL0Tk56bnsXLiPQqVxzDYvwb9uZT7a+JbBz8IuVBZx92okACO/GIhHFTdhBemYDd9t49KBayhM5IybNYJKgZ5CS9IZBXmFzJ+2jNDzdzC3MmPy3NFUqeMrtCydkRKTxg+jF3Dj5G1Wffq70HJ0TsjpML4fOY/k6FT2Ljtk0NMDRESeB9FAi+gMZV4hyXH3Af1GoXMyizuAA1SpafhR6JT4dGLCE5HJpNRuYfhp3JE3Y1j6wTo+6f09qodmYKs1Ku7np3I79TpHIvey5dZqNt5cxp47W7mefIlCdQH+DgF0r/Yanfx6Yio3+9eazPJSr3njxG0WTF9ObFiC0FL0ikQiIbiV4WdVAHQd3R63yi6M+nIQcoVh1xhu/vHP4jnCFqaMnz0CS1sLoSXpDK1Gy4qPN3D7XDhmlqZM+nmUQXerLlQWseDNFdw6G45Wq0WtMmyTlZWWw4Lpy0l9cJ0D4OhhL6Ai3ZIUlcKXg37k3J6/J1jYOFoLqEhERDhEAy2iU2LDH6RxV9FvGvfVk2FcPBJCTmaeXtcVistHb6HMLcDc0vAj7gAX91+lIL+w9HetVsux6P38EbaRw5F7iEgvjsp721amuXd7+gYOpV/gCDr69cDLxgdTeXHDtX9Lmy35W2JOHJEZdwhLCyGnMFuHZyVSgkQiYdqCN5gweyT1OtQSWo7OWfXZ7+Rk5FIp0IseE7sILUenaNQalr6/luSYVJw8HXjju6EG3ZhIVaRm0duriAqJwdreivGzRxh0+mtRQRG/zljBnLG/EnkjWmg5eqVmiwA+3fI2HYa2ElqKznj4prWNoxXvrJjMyC8GojAt39lcIiJljeG+i4uUC0rroKvq10DvXnmclV/v5F5InF7XFYrjf1zmgwFzObjp7LM3NjCs7CxRaVSoNSryinIxk1vQ0KMFPasPoqNfd2q51sfJwhW5VP5cUeWS2um0/BROxxxhZ+gG9tzZyuHI3Wy8uZSL8cLMeLV2sGLA2z0Z+flrgqyvT7RaLWEX7wLQf2YPg2+glpmSxeovNgHQYWgrgpoadiZJbmYei2auIj9HSbX6Veg/o7vQknRKcXrzcu5dj2bNl5sNPv21qEBFXPjfGTPe1T0IaFRVQEX6wa+WDzK5jD7TXqHv9FcNvq9B5WAfbJ2sadSlLm8uGo+tkxiNFjEeRAMtolNi7ySh0WgxtzTsEUtCU5BfiKpI/ewNDQjPqu58uG46k+eOQiFT0MGvO219u6LSFHEl8TyXE8+QmpdUur1EInnmBY1Wq0UqkZJXlMuRe3u4knQOV0sP2vp2pbVPZyrbVeNiwmlOxx7Re4q3jYMVrfo1oVHXegZdS1nCXysPk3gvGVtHa3pN7iq0HJ1z/dgtjmw8CcDwTwZg41i+G9y9LAl3k1j+0Xo0Gg112wUbfCpoTkYus0bNJ+JKpNBS9IpLJSemzn+DCXNGENSsutBydMrOBfvY8tOfALQf0pKRXww06JKMq0du8svkJeRk5OJbw5t3V04x6DFmIiIPIxpoEZ1y51o07/Saw68fbhJkfRdvB+ydbQRZWyicDbgG62EykjNx9naiUqAXVWr7AhDgFMzwWhNws/LgYsJpjkcfJPz+LZSq/Oc6ZonBPhK5l+S8RKo51uDVav0JcAomwCmYxp4tcbf2IjT1JnlFObo6tScSdyeR83uvANDTwNN8oTj1dd03WwFo2adx6f+xIbN17m7iwhOwcbRm+CevGXwE68aJ26z+fBPfDv+FrDTjKo/w9HdjxGevGbTBAkiLTyf80l0UpgrGzRpOcEvD7mtwcO1xVny8AbVKTcPOdZj48yjMDDiAEHbxLt+PnEf83STsXGx5c9F4GnSqLbQsERGdIxpoEZ2iKlIL1lG3/+SO/G/pWJq/WkeQ9fWNwlTOB0vG8OGysdgaePQKitNAz+0tbmbSfkjL0sdN5WZ0qtKTblX7kVuYxcG7f3I+7sQzDW9JRPlG8mWiMiNwt/KiVaWOyKTy0jnSlibWBDoFk6/KJUOZrruTewp/LvoLVZGKwCbVjCIl8s7le5zcfg6AIR/2fWrXdUNBVahi6YfrKFQWkp+jRG5i2OYK4OyuS6QnZZT+bug3DQDkChkTf3qdxt3qMfKLQQZdE61WqVny/louHbyOwkTO2O+HUbd9sNCydMq5PZdZMH05yrwCAhr6M2PxBMwMuD9Jatx9fhg1n+vHQzAxUzDqq8E07lZPaFkiIjrFcN+1RYye6LBEAPxrVRJYiX4oKlCRm5WPVCqhXhvDvstfQslIq1qtg3D2cnzkbz62fgytNZ4aLnXJLcqhSF18I0er1aLWqB7ZVqvVIpFIyCvK5Xz8CUxlZjTwaIZCZoJGqymdIw2QqcwAIKdI/xGztPh0jm0+A0Dvad2Mwmxs+2U3mWnZuFV2ocuodkLL0TmJ95L5dtgvLP1gLUUFqmfvYEAEtwrkvdVTDLozNxTfWF71+SaKClXUax/MkP/1NejXskatYdmH6zi/9zIyuYzRRmCwbp0N58dxi8hMzeLutSiUuUqhJekUZW4Bv85cxb4VxaU3V4/eFFqSiIhOEQ20iM4JqF+ZaXOGMGBqZ72uG36tuAOoT3V3TMwUel1bKC4dvgVAvTZBAivRDwl3k7h5KhSpVErbQS2euE3LSh1oV7kbNqZ2AERlRnAsej8J2bGPbXs54QxKVT7VnWriZeMLUGqcAZSqfO4rU5FKpLhaugP6H3e1Z+lB8rLz8a7mQaOudfW6thDkZeWz8bvtxITGceXQDaHl6IXEyORHfleYGv77l1who/9b3fGu7mnwnbkBQs/dYdkHa1Gr1DR9tQH93jLsRmoatYYVn2zk5PZzSGVSRnz2msGnc8fcjuPb4b+wcdYOoaXoBa1Gy475e/l2+FyUuQWljzu42QknSkRER4gGWkTnSKUSqtT0xr+Wfmcy30/M5H5SJjK5jMpBht90CeDy8duo1Rp8qrsbTS30gbXHAGjavQEWNk/u1mwiM0UikVCkLiI68x63U68Tdj+EInXxKCyJREJ2QSZ30m8jl8qp5VIfeNwcZxVkkJAdg6d1JczlFqX76pPczDz2rTgMQIdhhjsu5WGuHL7Bt8N/ITYsXmgpesXM0owx3w7lje+GGnSEEoqjsgtnrCztzD34gz5CS9I5V4+GsPrz4v4gbQc2p/v4TgIr0i1ajZZ1X2/l8IYThF2I4Pa5cKEl6ZzMlKzSrutSmZQJc0bQrEdDgVXplofL9toObM5Hv88winGEIsaFaKBFdE5MeHEqtYuXI6bmJnpduyQKbSxp3DkZeYRdigSgflvjiEKHnrtDbFg8puYmNOhc51+3VcgUNPFqRX33ZlSxr4ZC9vfzMbcohwJVAdUdg7E2tS1N6y6hSF3I7dTr5Bbl4G1TGROZcI1hjmw8yZ6lB/lp/G+CadA3Ws3fNzPMrQy3nvBh7N1sqdk8gJrNA4ziZklCRBJLP1iLRq2hafcGdBrRRmhJOufcnsus/3YbAF1Htzf41GatVsum2X8wb9oyoytRaNS1LsEtgxj6UT+Dv1lSQmDjqpiamzDmmyH0nNwFidSwbwSKGA+G3ZFFpFyQnZFHRkoWds42eFZx4e6Nx1NndcWdq9E07hhM1drGYaABLhwOIbChH/XbBbF37Um9rSu3Fy7ivX3pUWRyGbfO332mDjnQzOnvdEmtVoNEIkWtTkGtVWNt64zc3h6NVoOE4tFXGq2G+JRb3Eq9jqe9H36V6qKwdHjMZOsLLbBn43mQmiK3/9vIq9L139hMn0hlUrqObk+7QS34bsQvJEenCi1JpyREJPH7DzsY+r9+9JjQmYgrkdy9FiW0LJ0ScjqM32fvZOA7veg1uSspMWlcPnRdaFk65fiWM5hZmhLUpBpXjhhHmYKq8G/z3GNCZ+Qmcrb+vEtARbrnzJ8XcfJ0oNuYDnQd3R5HTwfWfL7JoEdQLpyxkp4Tu9BpRBs6j2iLVzUPlv9vPXlZzzcZQ0SkvCJGoEX0Qkx48TzeSlXd9LquMdZBXz8VRmFBEa7ejnhVcRVajl4IuxzFrfN3/9O+kgc1znKpHKlEQn5hcbduqURaao4TMqI4F3EQU4U5NTwbYG/p/GDf8nE33cXLQWgJekGj1uAXXAlzKzOGfGjYjZdKOLXjPOdKmi99PdjgG2wBHNt0msMbihsEjvjsNdwquwisSPfsX3WUX6YspSCvUGgpeqVSoCddRrWjw9BWDHy3l8G/pv9ctJ/Vn29CrVLTqEtdJv8yGnPrJ5ceGQJajZbt8/aw9IO1FOQXUqNpdd5dOQWPKvq9FhQRKWtEAy2iF0rSuL31bKDvJ2aya+UxFn+yBbXKcO/yPowyr5Advx1mwfsbiL+X/OwdDAyF6X9LrHG19cbbwZ+wxGtEJN9E9aBr972UW5wI3UVGXip1KjXHz6XGE/ePTA1FWZT3n3X/F0zMFEz89jXeWzQaJ3c7va4tFGu/3ooyr4Cq9fxo0buR0HL0wvpvtpIUlYK9qx3DPxlg8CYDYPOPf3LjxC1Obj9n8JkGJZTUygJ0HtmWuu0Me9wTQPStONZ8sRmNRkOrfk0Z/kl/gx7rBXD6jwvMn7a8tN7/7aUTcTTwniUX91/jh9ELSI27j7OXI28tHv/UniUiIhUBw36XEik3RAtkoAH2rT1FyPm7qFWaZ29sIBz/4xK3L0ai0ei3Q7TQdHitCZ+tmUhAfd8X3lcuU1DHpzkAR2/vZPfVNfxxeQV7rq0jOTueJv6dqOnVGIXM5LHmYvmFuey6soqlR7/mzyurCU+8VmrAdUmhsgitWotcIePV11vrfL3ywP2EdHYu2AtAryndsHe1FViR7inIK2TJe2soVBYR3DLwkbnnhopWo2XR26vZNHvnI8bSGKjdpgY9J3Vh1FeDqNk8QGg5OufUzvOs+GgDapWaxq/UZ9RXgw2+C/vtc+HMHrOQ9KQM7FxsMbcyfDMZF57AdyN+4dbZcHYvPiCmcYtUaEQDLaIXYsITyUzLISUuHSMInogIhI2DFVa2FrTt+98ik5UcqzGk6XQqOVYlS5lBWk4SlZ0C6BI8kLo+LTBTFF/k/DMCmFOQiYOlKxqtmnspIey9vp4lR7/iwM3NxKTdQaPVnQHYseQwGo2Wem0C8a2h3073QnF002nuXovC3MqMQe/1FlqOXoi7k8imOTtJT8rk3vVooeXohYezhqQyKa37NzX46CTAtWMhpTOT3/huKNUb+QstSedc+Osqi99dUzobe/zsEQY/vi0+IpHvX5/PwrdWGM2EgdzMPOZNXcqh9SdKH3P2cjSK0hQRw0Ki1fcQUwMkKysLW1tbxrX9BBO5cXSHrWgE1Pelam0f9q079ciIBUPG0c2WFt3rUVSoYvfK40LL0QsObrZ8vHwcUpmU78YvI+7uf09hzyvIxlRhgUz6dySkpOHY00jLSSI04QphiVfIVmaUPm5pakN19zoEuNfF0arsszAGz+hGk861iLgayewxC8v8+OURN18X3l87DYWJnJWfbuTsrktCS9ILZpZmKHOVQsvQOxPmjCC4ZRDHNp9mw3fbhZajc6QyKWO+GUKdtjUpVBYyf9pywi/9tz4PFYmARlUZP3s4JmYmzJ+2jJunQoWWpFf8avngV8uHA2uOCS1FL5hZmvLOisnIFXIWv7uamFDDuZFQqC5g6eWfyczMxMbGRmg5ImWM4d/KFREBXpvWhY4Dm+JXw0toKXrDwc2O9v0b07J7PeQKw06HK+F+YiaXj90GoP2Axi91LAtT60fMM/Cv5hnA0cqVZlU7M6LFO/RtMI6ano0wlZuRW5DFpchjrDv9M+tPz+VS5HFyC7JeSt/D/Ln8GAXKQqrU9qV+R+OYt5kYmcyu3/ZTqCxEbmI8AyUeNs/O3o5GEZEFOLXzQmmdbMfhhl+uoFFrWPbhOm6cuIWJmQkTfhxJldq+QsvSObfPhTN30hLWfb3V6Myzpa0F42YNp8+0Vxj6v34Gn8YOYG1vhVQmxcnTgRlLJtKkewOhJYmIPBfG8ckrUq4wt9T//NywK8WjX6rV8dH72kJx51o0GSlZWNqYE9SoitBy9MbB388CULd1IA5uwtTHSiQSPOx9aRvUm9GtP6RrrSH4OQchlchIzUngZPhulh/7lh2XlnE7/hKFqoKXWi/rfg4HNxafd6/JXf9zI7WKxoE1x/hi4I+c3HZOaCl6p37H2nywdjqvjusotBS9cPXITTbP+QOA3lO60aBTbYEV6R5VkZrf3l1DyOkwzCxMmfjT61jZWwotS+fcvRbFiW1nS3+3cbTG0dPwJw3kZuaxZ+lBNGoNzXo2ZMq80Qaf2pwSm8Z3w3/h+vEQTMwUDP+4P4Pe72M0N/1FKi6igRbRG55+LnyxfjIz5o3Q+9rhDwx0VSMy0FqNlguHQgBo2P7JnaMNkdiIJG5fvIdMJqVtH+G7NMukcvxda/JKnWGMbv0BbQJ64W7rgxYt0Wnh7L+5iWXHvuavGxuJTgv7z/XSBzefJT0pA1WRGns3u7I9iXKKRq0hLe6+0DIEQoupuQldXm9HcKtAocXohSMbT3FwbXE5yrBPBlC1XmWBFekeVaGKRW+v5Pa5cLbP20NOeq7QkvSKubU5U+aNZuaSCUYx+ujI76dY8NaKvzt0L5uEi4+T0LJ0Sn6Okl9nrGLnwn1oNBpa9mnMW4snGEWDSJGKi2igRfRGekoWto5WuHg6YG6l3yh02JXipjve/q56X1tIzh+8CUCNRlWwsDae+vwDG88A0KRzcLma/22msCDYuzH9Go1nePOZNPbrgK25I0XqQkITrrDj0nKWH/uW46G7SMmOf6zb979RVKBi7qQlfDnwR5KjjGPsz8NUqePLuyunGM1F18X910ob8Yz49DWcjCBCB7D1511cOngdhYmccbOGG8WM6KICFb9MWcrxLWeElqJ3FCYy0IKtkw1v/TYOv1qGfxM85FQoP4wpHvnkUsmJd5ZNonpDw84i02q17F12iAXTl5ObmYdvDW/qGMEYN5GKi9hErAwQm4g9Px8tH4ezpz3z39tA6KVIva79wZIxuFVyYvEnW7h+OlyvawvJuwtH4VnFhQ0/7+XUritCy9EbXYY059LRWyTHlu8IpVarJSkzhtsJlwlPuoqy6O/RHg6WrgS416W6ex2szJ5tDFXp6bqUWq55a/F4/OtU5ubpUOZPXSa0HL0gk8uY/utYqtT2JSYsnh9GzaeoQCW0LJ2jMJUzdf4beFRx49cZK42iudbDWNpaMOrLQWz9eRdxdxKFlqNzzK3NmfigBrxQWchv76wm5HSY0LJ0jpW9JeN/GIFfLR/O773M8o82CC1JLzh62NO8ZyN2LtwntJSXQmwipnuOHj1a5sds3fr5emyIBroMEA308zPi/R7UbxvEH8uOsn/Dab2u3X9yR1r2qM+RbRfYuvCAXtcWknb9G9HrjXZEXI/h5xlrhZYj8i+oNSqiUsMITbjMvdTbqDUlZkiCl4Mf1d3q4O9a86nvMyUGWiaX0ap/U8IuRBAXnqAn9cLi4uPEB2umY2KmYM2Xmzm147zQkvSCrbMNH6yZhrWDFaf/uMDqzzcJLUkvWNpaYOtkQ3yE4RvIfzL0o34069GQ7PQcfhr/Gwl3k4SWpHNMzBS88d0wajSrjlqlZsXHG7m4/6rQsnSO3ERO5xFt+GvVUYoKjGOCiKEgGmjdI5PJXihT73nQaJ6vjE5M4RbRK9FhxRc7laq7633tkjRuryqGn/L3MBcPhZCZlkNMeCISqXEO4a4oDUlkUjl+LkF0rT2E0a0+oG1gbzzsfAEtsfcjOBiyhaVHv2bvtfVEptxGrVE/8Ti9pnSl/1vd6ffmq3rVLyTJUamlEYu+01/FwUjqwDNTslj64To0ag1NuzegVqsgoSXphdzMvEfMs4O7vdF0JN/y459EhcRibW/F1AVv4OrjLLQknVOoLOLXGStL52O//uVAGnSuI7QsnaMqVLFr8YFHzHO7wS0xtTARUJWISPlBIpGU2dcLrStGoF8eMQL9/FQJ9mba7CGkp2TxyZAFel3b1NwEB1cbEiKNrz5UIgFjfKVb21nQZ0IHfKq78+XoxWjU/61Bl9Bk5acTmnCF2wmXychLKX3cXGFJNbfaBHjUw9naA3VGBlA8wuyTzTNRmCr4dcZKrh0LEUi5fpFIJby5aBz+dSpz62w4v0xeIrQkvdFxeGvMrcz4c9H+Cvs8/69Uqe3L+NkjuHzoOuu+3iq0HL1gYWPOtAVv4F3dk4yULH4c9yspMWlCy9I5EomE/jN7UKtVELPHLCA9KVNoSXql6+j2dB/fibjwBBa8uYL0pAyhJYk8BTECrXs+//zzf/17cnIyCxcuRKvV8umnnz7Xds8bgRYNdBkgGujnx8RMwffb3kQqk/K/gb+Qdd+4OoqK6BeFiZxPVk/Axt6SVd/9wYUHTdUqKlqtluSsOEITLhOWeJX8or9fP45WbgTYB1HNsQZmcnN6TOxMl9fbkRydypcD56AqenK02tBwqeTEB2unYWJmwvpvtxll4yVjo1arIMbOGoZUKmXnwn3sXXZIaEl6wdLWgum/jsXT3530pEx+mrDIKEw0gJWdJTkZxnf94BPkxfg5I7F1tCYzLZvF76zm7rUooWWJPAHRQAtPSEgIwcHBzzTGz7vdwxhHvpNIuaFQWcSFQyEc3nLuhdMlRF4OiQSq1q6Ei5dxdOsFKCpUcXTbBQA6vtaEiv6Uk0gkuNp60SqgO6+3ep9X64ygqmstZFI5aTmJnIw5xMqrC/grYge/zVlCenIGLpWcaDuohdDS9UZydCrb5+0BwL+u4Y85ehJyhYy2g1oYTUrztWMh/P7DTgB6TOhMs54NBVakH3Iz8/h54mLi7yZh72rLyM8GCi1Jbzxsnut1qMWYb4YgN5ELqEg/RIXE8v2IecSExWPraM30X8cazfNdRKQ8YRyfriLlijWz/mTbokNkpuXofW0bByuGvfsqb/08TO9rC03v8R2YMmswbXo3EFqKXjm+8xL5uUrcfZ0JblZNaDllhkwqo7JzAF1qDWJUq/dpVb07TuYuaLRqItJD2XZjPVWrVeXTTz8lqKM/tk7WQkvWG0d/P83Ct1aw/H/rhZYiCBN+fJ3+b3Wn56QuQkvRG8c2nWbP0oMADH6/j9HUguek5/LT+EXcPBXK8o+M7/luYWPOkA/7Uq9DLab8Mhpza3OhJemc9KQMZo9ewMX915Ar5Az9Xz8GzOxhNDfMRESeF5VKd1MpxFebiFGhzCugbqtAfAM9cfKwE1qOXrnxYHRXvTZBFaapVlmgzCvg2I5LAHQc2FRgNbrBTGFB7UrN6F9jJP2CRlDTuS4mMlPSMlP57LPPCAwK4FDSn9y5f+uhzt6Gi1ar5frxW0LLEIwT284C0HFYa+p3rC2wGv3xx69/cXL7OaQyKaO+GkyV2r5CS9ILOem5zJ+2jNS4v0f2GUM0FiAvK59FM1eSn6Okaj0/ZiwebxSz4AuVRSz9YG1p48QWfRrjUcVVYFUiIuWL+Pj40p/v33/6SNPU1OLeSGZmz1+GKxpoEUEwMVPgH+yt95TaQmURkbfiAKhe11e/iwtM+NUo7idnYmFtRs0m/kLL0StHt52nQFmIT3V3Aur7Ci1HpzhbuNLSpyMjak+kfeVX8XOrilar5dzls+y/+wcrry7gRPRB0vKShZaqF8ytzBj+yQC8AzyFlqI3Lh+8zr6VhwEY9nE/PKvqf+qBUKz/dhtXj97ExExBh6GthJYjCDVbBPDZ1rdxNxJDFXbxLnPeWEhGciYeVdyYuXSS0Zz73mWH+HXGStZ+uYXYMOMYWSgi8rzs3Lmz9Odbt55+Uz00NBQAR0fH5z62aKBF9I5EKuHLDZOZOnsIzgLU44ZejgSgej1fva8tJFotnD9wA4DGnYIFVqNfcjLzObW7eGZoq57GkcIulyqo5hhEZ6/eDAkeS333plgqrChQK7mefJHfQ1awOWQVN5MvU6AqEFquzugxsTNNXq3P658PRGFqHFE5gJ0L9hFyOgwTMxPGzRqGpa2F0JL0gkatYdmH69j1236WfrhOaDl6RyKR0OX1dti72jF94Vg8qrgJLUkvxN1JZNaoBSQ8qAef8dt4o+mBcO1YCGd3Xyr93dPfjdqtjaOEQUTkaezevZtly5aVzon+6quvnridSqVizpw5aLVagoOf/9pYNNAieker0RIXURz98g3w0Pv6oRcjAaha28fo5iKf219soAMa+GHjYCmwGv1yePM5di45zKpvdz57YwPDxtSORp4tGVprPD1rDMTPvhpSiZSUvESORe9n1bX5HLy3i/jsaAxtMMOfi/aTkZKFW2UXek7qKrQcvaHVaFn2v3WkxqXh5OnIqC8HGc37XVFB8excVeHf5QrGktKs1WpZ8Oby0jnR038dazQZCOlJGcx+YyERVyOxsLGgRrPqQkvSO5a2Foz7YQTjfhhB1zHtxWatIkZHSkoKkydPpkePHhQWFlKjRg0UCgV79+5l8ODBXL58mYKCAvLy8jhx4gRdunQhLCwMgO7duz/3OqKBFhGEyNvFdQk+1fX/wR4dlkB+rhJLG3O8jCTNq4SUuHTu3oxFJpPSoF0NoeXolYzUbA78fhZlXqHQUgTBxEzBwLd7sfLIInrVHsjwWhNp5tUWezNHVBoVYWk32RG6gXU3FnMx4TS5hdlCSy4TcjPzWPPlZgDaDWpB9YZVBFakP4rrQ1dRkF+IT5AXrpWchZYkCL0md+XNX8dhYqYQWopeyMvKZ+7kJUTejMHKzpJpC97Aq5r+b1YLQV5WPnMnLWbT7J3sXLBPaDl6Jz9HWdr/ofu4Toz+ZojRPO9FjJukpCRmzpyJn58fCxYsQKvV4uDgwIYNGxg0aBASiYQNGzZQv359zM3NsbKyolWrVhw6dAitVouPjw/Dhw9/7vVEAy0iCNGhxbU6PgJEoDUaLeFXowHjS+MGOLf/OgBVgr0FViIspuYmQkvQK6oiNdUb+mPrZMMrYztirrCgtltDXqsxit4BQwl0qoVCqiCrIINzccdZfe1Xdodv5m56GGpNxZ4hHXIqlGObTwMw/JMBmFs9f6OQik7cnUSWvLeG70bMIzHSOOreH8bOxZZmPRtSObgSY74dajSdivOz8/ll8hLuXY8uNdHG0gegqEDF4Q0nS7Np5CZymvdqJLAq/aBRa9g0eydrvtyMqkhFvfbBzFg6EQc3O6GliYjohNjYWKZMmULlypWZM2cOeXl5SCQS6tWrx+nTp6lRowbz5s2jWbNmSCSSJ355eHiwY8cOLC2fPzPTOD5JRModJRFoTz8XQTpCh16MJCY8kdzMPL2vLTSXjtzmx+mrWfzJFqGlCIJPgDtvzx/JkJndhJaiV4ovrP4AoHX/pqVNdiQSCW5WHrTx7cKI2pNo69sVNysvtGiJyrzLvojtrL62kNMxR8hUpgt4Bi/H1p93kRydir2rHa+901NoOXrl5qlQUmLTSn83prTOjORMFr61gkJlITWbBzD0f/2M5vzzc5T8MmUpd69FYWlrQdNX6wstSRBGfDqAIR/2Zdgn/ZHJjWMCxakd5/l5wmKy0rLxrubBu6umULWecdSEixgP48ePx9/fn/nz51NQUIBEIsHb25slS5Zw7tw5qlatCoCVlRVHjhxh9erV9OjRg1q1ahEUFETnzp354YcfCA0NpVatWi+0tkRraAVvApCVlYWtrS3j2n6Cidx4Ihsvy5cbp2Bjb8mP01dzLyROaDkiRoKbjxMfLB6DRqPl27FLSIxOe/ZOFQRV+rMN7tjvh1GnbU3CLkbw0/jfnrpdujKN26nXCU29Sb4qt/RxL2sfglzq4Gvrj0xasS5GfWtWYuaSCWSlZfP10J/JSc999k4GRmDjqvSc3JV5U5aSk2E851+zeQDjfhiOTC7j0PoTbJ7zh9CS9IaZpSmt+zflr1VH0WqM75KvafcGDP6gDzK5jNvnwln87hryc5RCy9IL9q52jPthOJUCPLl+PISFb60UWpLRUKguYOnln8nMzMTGxkZoOQaJTCZDq9UikUjw8/PjvffeY8SIEcjluu95IUagRQQj6taDOmgB0rhFilGYyJHJjettIDEqlSvHQ5FKJXQe0lxoOXpn849/UqgspFr9KjToXOep29mbOdLUqw3Dao2nS5XeVLL1AyA2O4q/Inaw5vqvnI07TnZBpp6UvzyRN6JZ9r/1fDX4J6M0z1KZlP4ze1ApwJM3vhtqNNE4gBsnb7Pmi79r4buN6SCwIv2hzC1g34ojpeZZKpMaTU00wOk/LrBwxkqUuQUENKrKjCUTjCalOT0pg9ljFnJgzTFWfvq70HJERMoUiURCYGAgq1atIiwsjNGjR+vFPIMBGGi1Ws3ixYtp3bo1Tk5OmJmZ4ePjQ69evdixY8cT9zl9+jQ9e/bE2dkZc3NzgoKC+OKLL1AqjeOOZHnh9N6rbJr3FzfP3BFMg4mZAlfv55/7Zkh0GtyML9ZPpnYL4+tUunftSQDqtg40uv//+wnp7F12CIC+01/BzPLfs2ZkUhmV7avyStV+DAkeRz23JpjLLckryuVSwmnWXF/ErvDNRGbcQaPV6OMUXopLB64ZZekGFKfx//b2avJzlFSt58eAt40rlf3s7kv8Pqv4uqDbG+2NZsTTw0gkEoZ93J+3l02kZosAoeXojZBTocwZ+/es6LeXT6JSoLHUhBex9edd5GXllz7W5fW2OHnqf4yoiEhZsnHjRm7evMmQIUP0XppToQ10eno6LVq0YOzYsRw/fhwnJydq1qxJUVERO3bsYPXq1Y/ts3btWlq2bMnOnTsxNTUlMDCQO3fu8PHHH9OqVSvy8ozzwkoIbpy5w/Gdl0iJF6ausmrtSny7eRqjPuolyPpCI5NJsbA2o0mXF6v7MATi7yZz9WTYgyh0M6Hl6J0Da46RFJWCwkSOp//zmwgbU1sae7ViWK3xdPLriae1DwDRmXfZc2cra64t4kL8SXIqSAfvxt3q0WFoK6Fl6JXEyGSWfbgOjUZDyz6Nad2/qdCS9MqR30+xc8FeVny8kfiIRKHl6B2pTIqpuQkKUwXjZg2nbvvnn3ta0YkNS+D71+cTGxaPrZMN42YNF6QHi9A06d6AHhO78N6qKQQ1rSa0HBGR/0zfvn0FW7vCGmiNRkOPHj04c+YMffr0ITo6mtu3b3PhwgXi4+OJiYlh6tSpj+wTGRnJ6NGjUavVfP/998TExHDp0iXCw8OpXr0658+f55133hHojET0TdzdZKQyKe6+ztg5WQstR++c/es6Go2WgHqVcXC1FVqO3tn3IApdr3UgLl7GdSdeVaRmyftr+bTfD0RcjXzh/WVSGVUcqtOj+msMqjmG2q4NMZObk1uUzfn4k6y59it772wjOvNeuZ0r7V+3MiM+e42ek7pQObiS0HL0ys1ToWz/ZQ8A/d7qTvVG/gIr0i97lx/mwr4rpb8bS1MxALWq+LV/fu9lZHIZo78aTONX6gktS29kJGcyZ+yvXD1yk+UfbUBVVLEnDPwXbp0J4+61KCxsLJj40+t0eb2tUb0GRETKggproH/77TdOnDhB27Zt2bRpE15eXo/83cvLi1atHo0szJo1i4KCAjp16sTbb79d+obh4+PDsmXLSo+blJSkn5MQwdnDniZdauFdVf+pdHnZSqLDisdpBdQ3vu6U95MyCbsSCUDjTsYThSgh9k4S10+HI5VJadSxptBy9E5ceEKZ1AHbmTnQzLstw2pNoH3lV3F/0MH7XkY4u8I3sfb6b1xKOENeUfmqOb5z+R7nHpiI178YiJmlqdCS9MqBNcc48+dFZHIZb3wzBEcPe6ElCYKtkzXvrpxsVDcRNGoNKz7ZyMnt55DKpIz49DVa9mkstCy9ocwtYNHbq7hz+V7pY26VXZBIjcNEZqZk8dP4RRzbfBqpVEqPiV0Y+/2wZ5bziIiI/E2F7cIdGBjI7du3OXHiBM2bP7sRkFarxdPTk4SEBDZu3MiAAQOeesxFixYxduzY59YiduH+7wyY0okW3etxcNNZdiw+rPf1uw1vSZehzbl4JISVX+/U+/pCU69NICM/6Mn9pEw+G/Gr0XVo9ajsjKO7HTdOh1Mx3wkf5Xm6cD+Jmi0CkCvkXDl8o0x03M9PJSTlKqFpNyhUFwAglUjxs6tGkHNtPKwrlYuIh5mlGR+snYaTpwNnd19i5ScbhZakV+QmcqYvHEvC3SQ2fLcdtcr4onH9Z3Sn7cAWKPMKmDtpCZE3ooWWpDckEgn93upO24HF11CbZu/k8IaTAqvSP+5VXJm5ZCJhFyJY/tF6CpVFQkvSG027N2Dgu71QmCpIikph0durSLxnfPPidYHYhVv3VK5ctsEvrVZLZGTkc22rn1ZlZUx4eDi3b9/GwcGBZs2asWPHDjZt2kRCQgLOzs506NCBYcOGYWr6d0QhOjqahITiaOPTDHfz5s25ffs2Z8+efSEDLfLfuXcrnhbd6+EbKExH0FsX7tJlaHMC6lVGIpUYnYG8djKMvGwlDq62VKvjQ+ilSKEl6ZX4eynE30sRWoag1Glbk7HfDyM7PYewixGPNJr5rziYO9GiUnsae7YiIv02N1OukJybwJ3029xJv42dmQNBTrWp7lQTM7l5GZzFf0OZq2TFxxt467fxNO5Wj5unQh9J7TV0VIUq5k5abFSG4Z9sm7sbN18XAptUY/LPrzNn7CKjqY3WarVsmr2TQmUh7Qa3NFrj5OLliFwho3abGry5aBwL31pBVlqO0LL0wuk/LhAfkcgb3w3D2dsRe1c7o30eiFQ8oqOjS8dYlQUvElOukAb64sWLAAQEBDBs2DDWrl37yN83btzI7Nmz2bt3Lz4+xU1uwsPDATA1NcXD48lmzc/P75FtRXRP5K3i+c/eVd2QyaWoVfrt4hsVmkB+rhJLG3O8/V2JDjOOC6cSVEVqLhy6Saue9WnSpZbRGeiHMTFToDCRk1sGBrIice1YCPF3k/Dwc6XHhM5s+G57mR1bIVMQ4BRMgFMwqXlJ3Ey5SnjaTTKU9zkVe5izcceo4hBAkFNt3Kw8BYlK370WxZ6lB3llbEcGvdebe9ejSBOosaEQPGyeJVIJNZsHcP34LQEV6RdVkZpFb69i6vw38Kvlw5R5o5nzxq+kxBrOfPhnsWP+Xk7/cYHk6FShpQjC1aMh/DxxMeNnj8AnyJu3l01i/vTlRmMko0Ji+XbYXAIa+XPrTJjQckREnps2bdq8dJ8VtVrNhQsXXngSU4WsgS6JJJ8/f561a9cyZswYIiMjUSqVHDhwAD8/P27fvk3fvn3RaIoNWfqD1EY7O7unXqTZ29s/su3TKCgoICsr65Gvio65QPV/KXHp5GblY2KqwNPPRe/ra9Qawi5HARDQwE/v65cHTu2+wv4Np9m98rjQUgSjVvNqfLJqPD3GtBFait7RqDVsfGCaW/RpjE+Q17/v8B9xsnCltU8nhteeSCufTjiZu6DWqglLu8n20HVsvLmMSwlnSM5NQK3RbyrxnmWHiLgaiamFCQGNq+p17fKCRCphwuwRTJgzkqbdGwgtR68UKouYP315aXfmqfPHYG9kjRUfNs8uPk70mNi5XJRZ6Iu716KYNWo+ydGpOHo4MHPpRAIaGc97QU5GLhf+ulr6u5OnA2O+HYqVvaWAqkRE/p2DBw9y6NCh//Q1d+5cGjZsSEREBPn5Lx44qZAGOje3uBlNUVERLVu2ZPHixfj4+GBqakr79u3ZunUrEomEixcvsmvXLoDSOwsmJiZPPW5Jyvez/iG/+eYbbG1tS7+8vb3L4rQEQSqV8MmqCXy37U1sHKwE0VAShfYNEmYm4+k9V9m68AAXD90UZH2hib+Xwh/LjpISZzxRt3+SlZaDtZ0ljToG4+RhJ7QcvRN+6S7n9lxCKpUy6P0+SGW6+2gwkZlSw7kO/YJG0CdgGAFOwcilctKVaZyNO8aWW6tZcvknttxazfHoA4Sm3SQ9P02n3bw1ag0rPt7AL5OXcHLbOZ2tU57RarREhcQCMPiDPlSrb1w3FPOz85k3dWmpgRr8gXDjUYREYapgyi9j6PJ6O0Z+/hoyufGMeUqJSWPWqPncuXIPC2tzJv38OlXrGdfroISRnw+kXvtgPlgzDb9aPkLLEREpExITE5k9ezZ16tShVq1azJo1i4SEBGQyGR07dnzi+OOnUSENtJnZ3426pk2b9tjfa9euTdu2bQHYu3fvI/sUFhY+9bgFBcXNbszN/70m7/333yczM7P0KyYm5sVOoByh0WhRFakAcPd1EkTDvZBiA11ZIAMdcv4uR7ZdIC0xU5D1RYQn8nY8N89FIJNJ6TKkhdByBGHzj3+Sm5lHpQBP2gzQ/WxsiUSCq5U7bX27MrzWJNr4dqGSjR+mMjM0WjXJuQncSL7EoXu72HBzKcuu/MzO0A2ciT3K3fQwcgqzy9RUp8WnE3o+osyOVxHZtfgA5/ddQSaXMfb7Ybj4CPOZIBRZaTn8PHExN0+HsvarLULLEYSigiK2/7IHtUpNwy51GffDcBSmCqFl6Y3czDzmTlrC2V0XCb987z+N+TME1ny5mYS7Sdi52PLmonG0H9JSaEkiIv+J/Px81q5dS5cuXfD29ubtt9/m+vXrSCQSateuzaxZs4iJiWHv3r0MGTLkuY9bIWugS1KtobgO+kkEBgZy6NCh0m5qJftkZGQ8teC8JHX74eM/CVNT00calFV0EiJTcfV2xN3XWZAaWKENtEgx1er40KJ7PQ5vOVf6f2JM7F55nBqNqtCgfQ32bzhNUozx1EAC5KTnsu2X3Qz9Xz9eHd+Js7svkZuZp5e1TeWmBDrVItCpFlqtlqyCDJLzEknOTSA5N4HUvCQK1YXEZUcTl/13l2QLhSUulu64WLgXf7d0w7QMJiE4eTrQf0YP1n612WiaCZWw+vNNOLrb41fLh4k/vs6s1+fr7XlQHkhPymD+1GWPPCaRSMrtPHNdcHH/VfJz8hn7/TBqNg9g6vwxLHhzBfnZxtEfQlWoYuWnv6MwVaBRF5cBSmVSTMxMUOa+WJ1kRSXxXjLfj5zH4A/60LBLXfpOf5UqtX1Z9dkmo/k3EKm4aLVaDh06xOrVq9m6dSs5OTmlvs/T05PBgwczbNgwatb87yNMK6SBrl69eunPTzOyJY+r1cW1dFWrFteyFBQUEB8fj6fn42bt7t27j2xrLMTeTeR65Dm83IQ578jb8fz64e9E3o4XZH0AK1tzgptWRSaXceLPy4LpEJL67YKo07I6BcpCozTQMeGJXD0ZRu3m1eg6rAUrvt4htCS9c3rnBarV9+PCvquCmSaJRIKtmT22ZvZUdQgEQKPVcD8/tdRQJ+cmcj8/hbyiXCIz7hCZcad0f1tT+1Iz7WLpjpOFC3Lpi0XQhn8yAP+6lRn5+UB+mbLUqLrzqwpV/DpjJe+smISLtxPjZg1n7qTFqIqMb8QVQP2OtWg7sAXzpi4zKuMQcjqMuZOWMPHHkVSp7cubv45l3tRlZKVlCy1NbxQV/N1gr9+brxLQqCoL31phNA3mCvILWf7RBu5ciaTfW92p07YmHv5uzJ20hPsJxlvyJVJ+uXnzJqtXr2bt2rXExRVfx0okEqytrenTpw9Dhw6lffv2ZbJWhUzhrlu3bmlKdonp/Sclj5cY5UqVKuHm5gbAyZNPnnNY8njjxo3LVG9556Nv32H48OH8eXirIOsXFagIOX+XvGzhLk48q7gy6K1udB6i+9TV8sqp3VcAqNsqAHMrw8mweBH2rCpupFavTSAelZ0FVqN/tFotKz7eyI2Tt4WW8ghSiRQnCxeCnGvTxrcLA2qMZHTd6fSqPphmXm3xdwjExtQOgMyCdMLvh3Ay5hDbbq9l6eWf2RSygqNR+7iVco20vBQ02n/v9r/2qy0U5BcS0KgqnUe00f0JljNyMnJZ8OYK8rLz8Q7wxLOqu9CSBMHU3IR+M3rgV8uHST+/jqn503uoGCJ3r0Xx47hFZKZm4VXNgz7TugktSRAsbS2o3aYGbpVdeHv5JKrWK9vZs+Wd41vOMHvMAtLi75ObkUdmSsVvnCtimDRs2JDvv/+e+Ph45HI5Xbp0Yc2aNSQmJrJ8+fIyM88AEm0FzUvq27cvW7duZfDgwY+NsUpMTMTPz4/8/HzWrFlTmtM+ceJEFi5cSKdOndi3b98j+5w6dYrmzZujUCiIjo4uNdvPQ1ZWFra2towZPBcTE+Fmmv5XUtJvsmnHT1haWtL/1U+xMLcTWtILI4t7ufEbcoWMb7ZMw9TMhG/HLyP+rnGMr/gn7y4chWcVFzbP38+xHReFliMIIz/oSZ1WAWxfdJAj2y4ILUdQrO0tKSooQpn39N4R5Yn8wlySs+JIyoohObP4e17h4ynYCpkJztYeuNp642rjhYutFzZm9o+U9jTqGMzQt19Bo9Ywd+Y67t6MfS4NqmdMcahIVKvvR35uATG3jS8jpQSvau5MXzgWCxsLwi5EMH/68kcik8aAk6cDfaa9wurPN5GfYzxR+IexcbRm3A/DqVyzEmqVmvXfbOPUzvNCy9IrFjbmKEwVpQZaKpMik8uM7vXwvBSqC1h6+WcyMzOxsbERWo5RYGFhgVKpxMzMjG+//ZZx48bprOS2whroq1evUr9+fbRaLcuWLWPEiBFAcY3zwIED2bdvH35+fty6dau08/a9e/cICAigsLCQ77//npkzZyKRSIiKiqJz586EhoYyYcIEFixY8EJaKrqBlkjhws0lnD17lto129C8wfMX0ZcVtnYWtGoXhKWVKRtWPTlD4N94WQMNMPbzftRs4s/OpUc4sPHMSx+vItKyez36T+lE/L1kvh237Nk7GCCObraYmClIiDTOmagl1G0VwGvTu3D+wA22LDggtJz/hFarJacgk6TM2AemOpakrDiK1AWPbWumsMTV1gtXmwdftl6M/d9AGnaoSXpKFt+NX/ZcWTKGZKD/iUwuQ60yvlRunyAvps5/A3MrM0JOh/HrzJWoClVCyxIUOxdbMpKNq/GmwlTOsI8H0KBTbQAOrD3Gtrm7jarE42F6Tu5CzWYBLH5vjdHOEP83RAOtf3x8fIiNLb7ZrdVqsbW1pW/fvowYMYKWLcu2EV6FTOGG4k7b8+bNQ6vVMnLkSHx8fGjYsCGenp7s27cPJycntmzZ8sjYqsqVK7N48WKkUinvvPMO3t7e1KtXj6pVqxIaGkr9+vWZNWuWgGclDFoNjHn9LQCu3jhKSlr0M/Yoe6RSCV2616FZq+qYmAhTmh/yoANvUEPjHFsBcOHQTQqVRXhUdsE30ENoOYKQlphp9OYZIDc7HwsrM1r2qE+las+fkVOekEgkWJvZ4e9ak+ZVu9K7wRuMbfsxQ5pOp0ONfgR7NcHFxgupRIayKJeo1FDO3T3IH1dWsuToV3To2Zqe3XuzdOVvBHRwoVD1uPE2FnyCvPh0y0yjHGkTFRLL/GnLUOYVENS0GmO+GWJU453+SduBzflk80wCjWxmelGBimUfruOPRX8B0GFIK0Z+PlBgVcJgbmVGk1fq41nVnXdXTqFu+2ChJYmIcO/ePf744w8GDBiAubk5WVlZLFu2jNatW+Pn58f//vc/wsLCymStCmugAcaPH8/Ro0fp3r07eXl5XLt2DRcXFyZNmsSVK1eoU6fOY/sMHz6c48eP8+qrr5Kfn09ISAh+fn58+umnnDhxAktL4xwaf/lMFv6VGwJaTp3/Xe8dR9Pv55J+PxeZTIqPQLWnt84X181XDvLEzMI4a4Dzcwu4dPQWAM261RFWTDnAyd0OV29HoWUIQtjlKM4fuIFUKmHg9K5IpY9PLqiISCVSHKxcCfSoT5vAnrzWeBLj231K/0YTaR3QgwD3uthbugASsvLus/PP7bz99tu8PnEIvx3+jHWnf+LgzS3ciD1LanYi2mfUUxsKbQe1wNHDgXE/DMfJ00FoOXrn7rUofn1rBYXKImq1CqJxt3pCSxIEiURCYJNqmJqbMOHHkdTrUEtoSXpnz5KDLHl/LQX5hVz464rQcgQhP0fJN0PnEn7pLuZWZrzx7VD6z+hu1DeWRIRHKpXSrVs31q9fT2JiIkuXLqVt27ZIpVKioqL4+uuvCQgIoHHjxvzyyy+kpf33hoAVNoW7PFHRU7hLyM5JY93W/6HWqGjZeDDBgW31uv7oCe2o18iPnVsusO/PKy+0b1mkcAN8uPQNXL0dWfr5Nq6eCC2TY1Y0fAM9GDi9C8d2XOTU7qtCyxGMhh1qMnhGN+5ci2b+uxuEliMIVnYWfLjkDSxtzNm++BCHNp0TWpLeKChSkpwdR3JmLDmkcjc2nBzl4ymrpnIz3O188LCrjLu9D45qS2TSCjng4l8xMVPw5qLx+AR5kRSVwg+jFxjVeKsSAptUI6CRP9vm7hZaimDI5DJGfPYaDTrVRqPRsOmHnRzddFpoWXrHyt6SnPTc0t9NzBQUKo2rHlgqk9J9Qic6jyi+Xoy8GcPSD9eRFndfYGXCI6Zwlx9iYmJYt24dq1at4vbt4iapWq0WhUJB586dGTZsGD179nwka/lZiAa6DDAUA60wkREacYS9B1chlcjo3ulNPN2rP3vHMqJNhxr0H9KUm9diWPDjvmfv8BBlZaB7j2tH614N2L3qOH+tN74LApG/sXex4aNlY5GbyJn37nrCLkcJLUkQGncKZsjMVygsKOLbcUtJjc8QWpJg5BZkkZQZS3J2HIkZ0SRmRlOkfrTBmkwiw8XSHTcrL9ytvXCz9CiT2dTlARtHa95ePglHd3vuXovi54m/UVRg3LXAMrkMrVZbOi/YWJBIJQyY2YPW/YsnV+xbcZgd8/cKrEo4HNzsmLlsEn+tOMyR308JLUfv1GwRwIhPX8PS1oL0pEw+6f2d0Y6+K0E00OWTy5cvs3r1atavX09ycnHD4JJ66X79+rF48eLnOo5ooMsAQzDQdvYWfPHDIFQqNcFBLQiLOIuZqRX9Xv0QG2snvWjw9nHkvU97k59XyNuTV79QGnlZGWgbB0vUKg25WfllcjyRik2f8e1p06chUaEJzJ6yUmg5gjHx29cIqFeZ8KvRzHtnHcb6qSGVSug6vCWefi4s/mQzarWa1JxE4tPvEZ8RRXxGJPlP6PrtaO6Mu5UXbtZeuFt5YWViLYD6ssGtsgszl0zAwsaCK4dvsPi9NUbbREkmlzHm2yEUKotY+clGozPRAF1eb0uPiV0AOP3nBVZ/tklgRcLQbUwHXh3XEYBTO86z4bttRmcg7V3teP3LgRzfcobze68ILUdwRANdvtFoNOzbt4/Vq1ezY8cOlEpl8c1QzfO9jxtenpnIfyIzI4/CgiLMzE0Y2GcKC5clkpIWxZ5D8+nT7V0UCt1HUOJi7pOfX4i5hQkeXvbExeg/BSjrfu6zNzISTMwU1G8TSNy9FKJDE4SWIwh/bThN06618anuTu0W1Y02rX/jT3t5d+EoYiOSkMllRndhWIKThz1t+zbExFRBx4FN+Wv9aVxsPHGx8aSOTwu0Wi1piXdJyIklMTuOhJxYMgvSSctPIS0/hRsplwGwNrHF3cqzOEJt5YW9meMjI7TKM4n3kvl15iqmzBtDnbY1aTeoBQfXHhdaliD4BHlRo1l15IriSyljNNF7lx8mIzWbIR/0IS7MOD8nAHYvOUChspBek7vSrGdD3Cq78Ns7q8lKyxZamt5IT8rgx3GLHrmh5lfLh7zsfBLvGedoUBHdIpWWXSuvF/0MFiPQZYAhRKABZnzYHT9/V5YtPMTRwxfY9MdX5Cuz8POpR+c24/VygTdpRhcq+TqxeslRblyNee79yioC/TBSqQSNkUZWAPpM6ECb3g24fOw2y7/cLrQcweg6rAVdh7UgMTqVb8cuNdrnhKWNuZiZwd8p7Rq1hvnvbyT8yqOp/f8cY5VXlENCThwJ2bEk5sSSmpeMlkefQ2Zyc9ysPHGz8sTdyhtnC1dk0vLdjKdeh1o07FyH5R+tN7q6z4ep1SqIMd8OQa6Qc37fFaM00QBuvi4kRoomKbBJNUZ/NQgLGwsykjP57Z3VRN58/msZQ8LK3pIP1k7H3MqM32ft4PQfF4SWpFfECLTukcnK9nPyRSLQooEuAwzFQA8a0ZwWbQLZ+8cV/th6gYSkO+zY9wMajZpGdXvSoParOtdgYWlKfl7BC6eIlqWBdvd1ov+UzshkUn6cvrrMjlvRcPd15v3fRqNWa/hkyAKy7j+emmoMmFmY8PHK8VjZWrBu9m7O7LsmtCTBkUgw2jRugEFvdaVpl9pkpefy/YTlj7w2njUHulBdQFJOAgk5sSTkxJKcG49K82gdsVwqx8XSvTjt28oLNysPTGTGORmgIiCa6EcxtzJj+CcD2Dp3Fykx/73LbUXF2cuRcbNH4OHnSlGhinlTlhJ+6a7QsvSOlb0lr38+kMAm1QA4t+cS67/dRkFe4TP2NAxEA617Ro8eXeZTg5YtW/Zc24kp3CKlxMcWX/h5eNkD4O7qT6smQzhyahXnLu/A0d6LypXq6FRDXq7wc1ZzMvPxD/YGwNrekux040zrTohMIeJ6DFWCvWnWtTZ7154UWpIgKPMK2b/hNF2GNkeuKN9RQX3g4uXAoDe7cmzHRS4fuy20HEHYPG8/laq641nFhdc/7Mkv76x/bsNkIjPF29YXb1tfANQaNal5ScVp3znFad9KVT7x2THEZxdHriRIcLRwxt3KG3crT9ysvLA0sdLV6f0nuo5uz53Ldwm/dE9oKXrn2rEQlry3ljHfDqFh5zqAcaZzl9BvRndqt6mBX20fFkxfTlRIrNCS9EpKbBqzXp/HyM8GYu9qa7QR6Jz0XOZNXUanEa15dVwnGnWth0+QN0s/WEdsWLzQ8kQMgKVLlwq2doWeAy1StsTFFtcce3j9PeMzqFpLggOKxxMcOLaE++lxetMjVElgdnouUQ9qfms0qiKMiHLCiT+LazabdattMHOA/wvHd17is+G/lv57GDP1WgdSJdibfpM7YmFtGN2lX5SiQhXLvtiGMreAKsHevPp6q/98LJlUhquVB3XcGtHFvzcja09mYI3RtPbpTDXHGtiY2qFFS2peMteTL/LX3Z2suraAtdd/49C93dxKuUa6Mq3M78K/CC16N6b7+E6MmzUcdz9XwXQISYmJVhWpCG4ZiKuvs9CSBGP7L3uIvhWLtb0V038dR1Az/U3zKC8U5BXy2zurmTt5CUUFxSUOEokEcyvjes/UarXsW3GEH8ct4n5iBq4+zry9fBJtBjQTWpqIyEshGmiRUkoi0E7O1piZKUofb9ZoAJ5u1SlSFbD70HyUBbqNyHbrWZcvfhhIgyb+Ol3n3wg5FwFAkJEb6KsnQsnOyMXO2YaaTasKLUcwVEVq8rKVQssoF+zfeJr4yBSs7SzpM76D0HIEIyU+nbWzd1OQX0j8vZQyO65EIsHe3JEg59q0r/wKQ4LHMqzWBDr69aCmSz2czF0AyCrIIDTtBkei9rLhxlJWXJ3P3jvbuJp4nuTcBNQa/TV6O7v7Ineu3MPCxoJJP4/C1qnidhl/Ga4dC2Hxe2uYP20ZCRFJQssRjOz7Ofw4fhEhp8MwNTdhwuwRNHm1vtCy9I5WqyXvob4RXUe35/010/D0dxNQlTDcvRbF10N+4urRmyhM5FSu5SO0JBGRl0I00CKl5OUWcGT/TbZuOAsPBRtlUjmd2ozD2sqRrOwU/jqyCI0OL85MzRQ4OFpRpapwkYwbZ+4AEFDf16jTdlVFas7sLa75bdG9rsBqygcB9SvTpHMtoWUIhlqlYcOcPWg0Whp1rElgQz+hJQnG1ROhfD7iVy4cvKnTdaxMrPF3CKBlpQ70rzGSUXWm8UrVftRza4K7lRcyiQylKo97GeGcij3MllurWXZlLjtDN3A27jhRGRHkF+XpTF9RgYpFM1eRGJmMg5sdE38ehZmlcUXaSrh+7BYRVyJLf3f2ckQqM75LrYK8Qha+tYKzuy4ik8sY/skAurzeVmhZgqEwVdCwSx2cPB2YuWwS9ToY32dIXlY+i2auYs2Xm1n/zVah5YiIvBTG964u8q9sWneag/uuo8x/tKuquZk1XdtNRi43JTbhFmcvbdeZhoiwRAD8qwl3lzb2TiKZaTmYWZhS5UE9tLFyctcV1GoNqkI1Mrlxv2VUrePDxG9eo+/EDljbWQgtRzAib8dzdHtxR9WB07tgZmG8Da6yM/42ptZ2Fpg8lL2jK0zlplSy9aOxVyt6BQxmdN1p9A4YQhPP1vjYVsFUZoZKU0RcdjSXEk6z+84WVlydx7rrizl4bxc3ki+TmpeERlt2Nbq5mXnMn7aMzLRsvKt5MP6H4chNjLvNikcVN95ePokx3wxBJje+G7FqlZqVn/7OvpWHAWjRpwnm1hW30erLUFRQxKxR87l1pjgqP+abIfSZ/opR3lw5teM8yof63Yz5dijdxnQwyn8LkZdn+vTp9O/fnwkTJjxz25iYGD799FN69uxJ165dGT9+PHv37v1P64pduMsAQ+nC/TyE3zvP/qO/AdC57QSq+NQr8zUsLU35ft4wAN6duoac50id1cUYq4HTu9CsWx2Obr/IlgX7y/z4FQljbqb2T96aOxzfAA9O/HGJ33/5S2g5gmFipuDdhaNw9rTn9N6rrJ+zR2hJguIT4M7oj/sQfuEOyz/aIKgWrVZLujKNhJxYknLiScqNJ0N5/7Ht5FIFLpZuuFp64mrljpulJ+aKl7sx5FXNgzcXjcPcyozLh66z+N01L3W8ikxQs+qMmzUchYmc68dvsfi9NagKVc/e0QBp0bsxd69FER+RKLQUQZHKpHSf0InOI4qj8eGX7rL0g7VkpRnnlIvqjfyZNv8NAO5cvseKjzdwPzFDWFFlhNiFW/fExsbi4+ODVqvlq6++4v3333/qtrt27eK1114jL+/xbKyuXbuyefNmzM2f38OJt3tEHkEqleDuYUdADc8n/r1q5YbUDiquezx0YjnpGQllriE3t6C0oVkVAaPQV0+Ecv1UOBHXowXTUF4QzfPf7FhcHE1p2q0OLt4Oz9jacClUFrF29i40Gi1eVVz1Enktz8jkMqztLGjYpS7tBrUQVItEIsHB3IkaznVoV7kbg2qO4fU6U+hWtR/13ZvhZeOLicwElaaI+OwYLieeYe+dbay4Oo+1139jV/hmTkQf5EbyJWIy75FVkPHc0erYsHgWzVyJMq+Aa8dCdHym5ZuQU6EsfHMFhcpCglsGMmHOSKN9nZzYdvYR8xzcMhAHNzvhBAmERq1hx7y9/PbOKvJzlFSt58eMJRONMkMBIPTcHZZ/tJ78HCX+dSvzwbrp1G0fLLQskQpCSfTYxMSE8ePHP3W7uLg4Bg8eTF5eHhKJ5LGvPXv2MHz48BdaW4xAlwGGFIF297Djf1/1Q5lfyMxJq54461WtUfHHvh+JTwrD3tadfq9+gEJRtvVuA4Y2o3X7IA7vv8HmdWeeub0uItAij2PnbI29sw33QvTXjb088sanfQluVpVrp8JY8qlx13IF1K9M2JUoox3Z8zCtetan36SOqFVq5k5aUq5nv2q0GjKU90nMiSMpN56knHjSlU+f2SuVyLA1tcPWzB5bU/vS73Zm9lgqrJH8Y2yClZ0lORnijTeAqvUqM2HO65hZmhJ+6S4L3lxuNLNwn0SV2r5MXfAGeVl5LHhzBTG3jfPzxMXHibHfD+fAmmOc+eOC0HIExdHTgVFfDKJycCWgOM379x92UKgsesae5RcxAq17RowYwZo1a+jZsydbtz79Wmzq1KnMnz8frVZLixYtmDdvHoGBgURERDBjxgz27t2LVqvl6NGjtGzZ8rnWFg10GWBIBloqkzBn4UgUChmfvLOR1JTsJ26Xl5fJpj+/JDcvgyq+9enUetxjF1AvQ72GlRk9sT0xUal8++n2Z24vGmjdE9jQj3Gf9yM1IYOvRv/2xJsrxoKLtwPv/zYGmUzKT2+t4e4N45pzKvJ0hkzvRONu9ci+n8O3w+eSnpQptKTnpkClJCUvicyCdDKV6Q99z0CjfXrjSJlEjq2Z3WPG2tbUHguFFTaO1lRv6M+FfVf0dzLljMrBlZg8dzTmVmbcux7NvKlLyc8xzs7+9q62TPzxdTyrulOQX8iy/63j+rFbQssSBLlChqro79eWSyUnMpIzK7Rx/K9IZVJeeaMDnV9vi1QqZevPuziw5pjQsv4zooHWPfXr1+fy5cv89NNPTJ069YnbaDQaXF1dSUtLw9zcnKioKJycnEr/XlRURM2aNQkPD2fUqFEsWbLkudY27g4fIo+hUWtJiE+nko8TnpUcn2qgLSxs6dRmHDv2/EBE5EWuOu+nTo1OZabjTlgiMVGphN0u+xTxF8XBzRa/Gl4677Rb3om4HkOBshAXLwcC6lfm1oV7QksSjOSY+5zec5UWr9al1xttmTNttdCSBEcml9J5cHOiQuO5eTZCaDmC8fvCQ3hW88TL35WxP4zk5xlrH7lALs/IAUvcH3tco9WQo8wkIy+VjLxUMvPSSn/Oyk9HrVVxPz+V+/mP38hUyEyoVr0ad20CUFpCfooWOwsn7CwcMTexKtMbryWo0tPL/Jgvy73r0fw04Tem/DIaVZEKtapiPCd0QXpSJrPfWMjob4ZQo2lxnfjmOX9wZOMpoaXpnYffGyxtLZgybwzKHCW/vbOalNinZ4QYIhq1hj9+/Yvb58JpPaA5h9afEFqSSDknKioKgBo1ajx1m0uXLnH/fnFZaNeuXR8xzwAKhYI33niDd999l9OnTz/32qKBFnmMuOj7xQbay4GrFyOfup27iz/NGw3g+Nn1nL6wBWcHHzzdq5eJhqzM/OeKPOsaSxtzPl4xHqlUQviVKDKNtNEHFNe8ntl3nbZ9GtKqZ32jNtAAe1afwDfAg4ObzgktpVzQuncDugxtTmZaNl+/sYT8nIJn72SAFBWoWPL5Vt6eNxKfAA86DWrG7lXHhZb1UkglUmzM7bExt6eS46Pz4DUaNVnKdDLy0sjMSyWj1FynkZ2fTpG6kJshN7gZcuOx4ypkpthZOJYaatsH3+0snDBTWOjEXAtJzO045rzxK+nJGUYZYXwYZW4BC99cwcB3e9Gid2MGzOyJk6cjW376E63GONObHNzskJvI8azqzrurprDyk41cP258kfnwS/cIv2Tc1xciz0d2dnGQz9HR8anbnD17tvTnVq1aPXGbhg0bAsVNyZ4X0UCLPEZcTPFdT8/naJBUM6AtSSn3CLt7hr+OLqJ/94+wsrTXtUS9kZuVT3RoPL6BntRo4s+pXVeEliQox3depHWvBgQ2rIKThx2p8RlCSxKM7PRcvp+4XGgZ5YbjOy7RtEttXL0d6TuhI2tm/Sm0JMG4n5jJym920LRrHQ5tPvvsHSowUqnsgQF2Ah69garWqMjKTyczPxX/Jm4oySY0NJTL56+Snn2fInUBKdnxpGTHP3ZcU7nZI4b6b4PthJmi4pZKJUYmP/J76/5NuXLkJpkpWQIpEg6NWsO6r7eSEptG7yndaDeoBdG3Yjm357LQ0gQhJjSeb4f+zJhvh1Klti8T5oxk99KD7Pptv9HeVBAR+TcUCgVFRUWoVE+fbnD58t/vJ40bN37iNvb2xb5FqXz+shrRQIs8RkkHbK/nMNASiYTWzYaSlh5LWnos+478Sq8ubyOTlc1TS6GQ4e5pT3SkcDXO10/fwTfQk2DRQJMan8Gt8xHUaOxPyx712fbrQaEllRskEoy6LryoUMXaWbuY/uNQGnWsyZXjt7lx5o7QsgTj9sVIbv9LBo8xIJPKsbd0xt7SGW2klCmfjSOwoR+5WfnMmrKcO+Hhj0SsSyLYOQWZFKiUJGfFkpz1eETATGHxWMS65MtEXnFmkrfu35TX3ulFu8Et+XnCbwYzvudF2b/qKGnx6dRoVp3ze68ILUdQMlOz+Wn8b/SZ9gptBzan2+j2+AZ5s/yj9eRmPj5+R0TEmLG3tycvL487d+7QoEGDJ25z4kRxKYCpqSl169Z94ja5ucUNL/+Z3v1viGOsRB4jLrrYQDu52GD2HCM3FHJTurSdgKmJBUkpdzl1/vcy0WFtY84PC4Yz8389MDUV7l7PjTPhAFSr62u0I0ge5tiOiwA06RyMqbmJwGqERyqT0qpnfd7/bQzmlhXn4l0XRN6O59CW4pT2gdO7YGlTcSOFZU3LHvWwcbAUWoZgqFUaln6xjcjb8VjamDPth6H4V6mGn0sQ9Xxb0S6oN70bvMHrrd5jfLvPGNRkGl1rDaGZfxeCPBrgYVcZSxNrAJRFeSRmxhCacJmzEQfYd30DG8/OY9HhT1l27Bt2hG7gWNRfXEu6QHTmPbIKMimP/VKvH79FSmwazl6OvLV4As7eT09DNHQuHbjG6s83lf4/KUzluFV2EViVMKhVajbN3snyj9ZTqCwkqGk1ekzoLLQsEZFyR1BQEAA7dux44t8vX75MeHg4Wq2WRo0aYWLy5GvW8PDi63wXl+d/zxEj0CKPkZtbwNaNZ0lOzESler7RNLY2LrRvOYrdB+dx/fZhPNyqU8W3/kvpyM7KJzMjD0cna/yqunLrhjCjLhIiU0mNT8fJw57ABn5cPREqiI7ywu2L90iKScPW0Qpvf1fuXI8RWpKwaLW0eLUubj5OdBrcrHROtLGye+Vxajb2x83HidemdWbZF9uFliQ43Ua0pMuQ5jRsX4O5M9dVmKZiZU2hsohF/9vEtNlDkEglaDRP/nxRyExwsnbDydrt8WOoCsjMTyuNXJc2NMtNJb8ol9yCLHILsojPjn5kP5lEjp2ZPXZmDqVf9maO2JrZYyIT5sbX/cQM5oz9lWkL3sDN14W3Fk9g3uQlxN1JfPbOBs7wTwZQo3kAKz7aYLTzxM/vvUL8nUR6T32F7fP3Ci1HRKTc0bZtWw4cOMCmTZsYNWoUHTt2LP1bXl4e06dPL/29d+/eTz3OyZMnAfDz83vutcUxVmWAIY2xellOX9jM5Rv7MFGY07/HR9haO7/U8YaOakXTltX4a9dVdmw+/9TtdD3GqucbbWnfvzHnD95g9XfGW9tZgoefC/cTM1HmGWejqH8S1NCP8V8NQFWk5us3Fht1bTiAl78rM+YOR6VS8934ZUb/7+HkYceMuSOwtDHn7P7rrJ21S2hJgmLraIVGrSE7o2xTUpVF+WTkppCaEkWG8j4ZyjQylPfJLEhHo336zWBLhdVDxtqx9GdrExu9NDKzsrdkyi+j8a7uSV5WHvOmLiPypvHemDQxUzB+9ggCGlVFo9GwY/5e9q86KrSsckOb15pxdtclox2DVlEQx1jpnri4OKpVq0Z+fj5yuZwRI0bQoEED4uPjWb9+PXfuFJeR2dnZERERUVrr/DBarRYPDw+SkpL48ccfmTZt2nOtLRroMkA00H+j1qjYsfcHEpMjcHb0oU+3d5HJ/nvac+PmVRk+pjX3IpL54cudT91O1wbar4YX038cSmZaDh8PnmfUta4iT2bCVwMIbFicobD0821CyxGchu1rcO9WnNGb5xKq1fVhwtevIZNJ2bboIIe3PP2GoLER2KAy90LiUOYVlsnx/jnGSqPVkF2QSYbyPukPTHXJV77q6SZeLpU/mGmt+6i1uZUZk34ehV8tH/JzlHzS+3tyMnLLdI2KhFQmpf+M7rTu3wyAM39eZN3XW4w2e6OEFr0bM/iDPqTGpbH4vbXE3BYmM0/k2YgGWj/Mnj2bd95554llOhKJBK1Wy8qVKxk2bNgT99+2bRv9+vVDq9Vy6dIl6tSp81zriga6DDBEA21qKqdaoAe2dhacOHL7hfbNzr3Ppp1foCzIITiwHS0bD/rPOhwcrfjih4Go1RrenryagqeM/tC1gZZIJQQ3rcrti/eMfvzIP/H0cyHubvKzNzRw3HycePfXUchkUubOXMeda9HP3knEqGjVqz79JnZEo9aw6KNNRj8KDqBBuyCGvv0qd2/GsvDD3ykqeHo31eflReZAF6iUpJca6r/N9X+JWtubOWD1ElFrU3MTxs4azvVjIRz53fhmIj+JVv2b0v+t7sjkMu5cucdv76wmJ914byxUCvRkzDdDcPJ0pKhQxZaf/uTYpuefXSuiP0QDrT9++eUXPvzww9JmYCXY29sze/ZsRowY8dR9b926RUxMccZPx44dn/v9WzTQZYAhGmhHZ2s+//41iorUvDVhBRr1iz1NomKvs+vAXAA6txn/UvXQn303ACcXGxb8uJeb1548o03XBlrkcaRSCdPmDKVykCffT1hObESS0JIEp/+UTrTsXo+Y8ER+mLJSHD3yAP9alXByt+PMvmtCSxGcQW92pWnX2uTlKJkzdRXJD6YeGCte/q5MmTUIc0szQs5HsPiTLaifs/fG03gRA/00SqLW/4xYP1/U2uGhemtH7B8YbYXs2U0XJVLJI+8bcoXM6KOuAY2qMubbIVhYmxMVEsN3I+YJLUlQzK3MGPZxf+q0rQnAxf3XWPvVZpS5YklVeUI00PolJyeHAwcOcO/ePTQaDf7+/nTo0AFLS9007xSbiIk8kbSUbPLzCjG3MMHN3Z74F7zI8/EKpm7NLly+sZfDJ1fi5FjpP9dDh91OwMnFhqrVPZ5qoEX0j0ajJS0xg8pBnrTp09Co5/6WsGfVceq3DcKziiuVgzy5e0N8vvoGeDD5+0FoVGqiQuNJEHAkXXlg07y/cPF2wDfQk0rV3IzeQMfeSeLXDzcx8dvXCGpYhRHv92DFVzvQvMTNJ/kT6tz+C4444sjjTWVKaq3T81JIz00hPS+V9NwUMvPSUGlUpOUnk5b/eFaOpalN8VgvC2fsLZ2wt3TGzsIZazNbJJLHh6KYW5kyddYQzh24weEH3e0rCmVxE6OE2+fCmfX6fN74biib54ifM/k5Sn57ZzVtB7Wgz9Ru1O9YC+/qHix5fw2xYQlCyxMREQQrKyt6wg4XEAABAABJREFU9eqlt/XECHQZYIgRaIDp775C1QB3Vi4+wrlTLz7PtbgeejaJyXdeqh66anV3vHwcCbkeS1JCxhO30VcEum3fRjRsX4ONc/cSdVv8oKpUzY2Z80aiKlLz6bAFZN033tS6Emq3qE5qfLqY1v4QYz/vR80m/sRGJDFn6iqjj6hZ21ng6u0odrB/iOr1fBn3eT/kJnLO7LvG+jm7K1yvCY1GTVZ++gNjnUp6Xkqx0c5NIb/o6e+NcqmieI71A1Ntb+GElZkdrbs2YewHgzAzM2PfulPsWnFMj2fzcpSlgS7hn9F5Zy9HUmLTynydioRvzUqM/now9i62zJ20mLCLd4WWJPIAMQJt2IgGugwwVAPdd1AT2nWqyaF919my4ex/OkZZ1kP/G/oy0CM+6EH9NkHs33CaP5aJXUEBps0eQpVgb/atO8muFceFliNSDrG2t+T930ZjZWshvnaegJimW0xws6qM+qg3MpmUo9svsGXBAaEllRmPRa0fRK4z89LQaP/9/97R0REvLy8sFNZkJxZiaWqDlaktVmbF3y1NbTGRm+qlY/jzogsD/TAeVdyYuXQilw9dZ/03W4369WNhY071hv5cPnhdaCkiDyEaaMNGTOEWeSpx0cV3dr0qOf7nY1hbOtC+5Sh2HZjL9VuH8HCt9tLzoYXk2skw6rcJolbzaqIJeMDhreepEuxN81fq8te60xQVvnwTIEPBxcuBQmURGanZQksRlOz0XDb8tJcxn/Sh/YAm3Dwbwd2bYno7gKu3I2981pe/1p/i3P4bQssRlOunwln7wy6Gvv1qhYs+PwszhTludpVws6v0yOOPRq3/NtW5BZnkKLNQaYpIS0sjLe3fI60KmQmWD5lqKzObh4y2LVamNpibWD4xVbwi4h3ggYmZgqbdG+Ds5chv7xpvc7G8rPxHzLOLjxMjPxvImi82Ex8hzhQXMVyOHi376/DWrVs/13aigRZ5KjElBtrnvxtoeLwe2sXJF2urFzumtY05NYK9KFKpuXhWuBSlW+fvoipU4ertiJuPE4lRxl3PCXD9dDipCRk4udvRqGNNTu66IrSkckGzV+rQf1JHrp0MY/lXO4SWIzjXToZx9q/rNO4UzLB3u/Pd+GXiHHGgTqvquHg5MHBaF1LjM4z+xsKFgzdJjr1PdKhxlMhIpTLsLIvTtys7Bz7yN61WS4EqnxxlFq7VrAlo5k1CQjw3rtzi4ulrZOelk6PMokCVT5G6kIy8FDLyUp6+lkSGpal1cdTazAYrU5sHprvYYFuZ2WJpao1MWv4vDc/uukRWajajvxmCf93KvLtyCr+9vYqY0HihpQlOvze741vDm3dWTGbLT39yfMsZoSWJiOiEdu3aPXF81cug0TxfE8vy/y4pIhgJ8ekUFamxsDDFydma1JT/HkVrVK8n8UlhJKXcZf+xJfTqMhOpVPbc+1cLcGfYmNbERqcJaqCVeYXcvhRJzSb+1GlRnb2igUar0XJk23n6TexIzaZVRQP9gMhb8UgkEuq2DuTEn5cJvyqOtdqyYD9Vgr1xcrejYfsaHP/jktCSBOevdafw9HOlTsvqjPm0D3OmriL1Kb0ejIWHzbNcIaNmE3+uHA8VUJEwSCQSzBQWmCksUCeAOtKG9z8eSW5WPj9OX01mWg4ARepCcpVZ5BRkkqPMJKeg+OeSx3KVWeQW5qDRqslWZpCtzIDMp69rbmJVbKgfMtrF5vrv6LaJ3Ew//wj/wq2zxc3Fxs8egauPMzOWTGTtV5s5v/eK0NIEZdWnvzP80wHUbB7AoPd6E9i4Kmu+3ExeVr7Q0kREdEJZla+8iBkXa6DLAEOtgQaoUcub1JRskhMzX/ouT2Z2Cr/v/JyiIiUN6/SgYZ3uz72vlbUZ380dCsC7U9eQk6185O/6HGPVqGMwQ99+hbi7yXw3fpne1i3PmJgpCKhfmeunw8XRTQ/Rf3JHWvaoT/y9ZL6fsPylOgsbCr4BHrh4O3Juv1ivV4LCVM602UOoVM2dxOhUfpy+mvwcMTovlUp447O+1Gjsz7ZFhypcJ2pd4F3VjUJlEUkxL9Y8S61Rk1eY/bfRLsgiR5lJ7oPvJb8/qx67BIXM9KEabJt//GyLmVKLudxCL3XZ5lZmvP7FQGq2KI7gL5yxguvHbul83fKMRCKh7cDm9JrSFblCTnpSBss/2sCdy+LseX0h1kDrHplMhlarZeLEibi4uDx1u88+++xft0tOTmbhwoVotdrnjkCLBroMMGQDXdaERZzhwPGlSCQSenV5B3dX/+fe94PP++Dp7cDSBQe5dP7RDwF9GmgLazO+2jgFmVzGF68vIiVOt81SRCouFtZmfLR8HJY25myev59jOy4KLUmknGLjYMWMX4Zj72xD6OVIFn7wOxr1y81DNgS6DGlOtxEtAdiy4ABHt18QWFH5onaL6txPyiQm/OVrXbVaLcqivMfMdW5BSXS7+HuhSvnsgwFSiRRLhRWWJtal360U1liaWGGpsC59XPYC2WhPQyKV0H1cJ3xrejNv6jLxtfMA7wBPRn81GJdKTmjUGn6ZsoTQ8xFCyzIKRAOte0oM9PXr16lRo8Z/3i4kJITg4OAXMtBiCreIXqlWpQnRcTcJu3uGA8eWMKDnx5iaWDzXvqEhcXh6O1A9yOMxA61P8rKVXDsZhlqtQSItP11PywtyhQwLa3Oy7ucILUVw8rKV/Ln8KK9N60K34S25dCSEnEwxja4EC2sz2vVrxO5VJ4z+gjfrfg6LPtrMmz8OpXpdX7oOay52tQf2rj2JVC6ly5Dm9J3YAbVazYk/Lgstq1xQOciTEe/3QK1Ss/Tzrdy+GPlSx5NIJJibWGJuYomztftTtytSF5ZGrXMfShnPUWaVNj/LK8xGo9WQXZhFdmHWv65rLrd4osm2MrF+YLStMJGZ/usxtBotOxfuQyqTlr6XSGVSnL0cSYp6el24oRNzO45vhv3MgLd74lrJmfBLYgRaRKQsEA20yL9iaiqnWesA3NxtWb/yZJkcs1WTwSQm3yErJ5Wjp9fQsdUbz5XmFXorgXadg6ke6FEmOl4GsSnUkwls6MeQGd2ICk1g8SdbhJZTLji15yrNX6mLl78rr7zemo0/7RVaUrlAIoEpswbj6eeCVkuFmnGrK+LvJrPi6x2069eYI1vFSGsJu1ceRyaT0nFgUwZM6YxGreHU7qtCyxKchMgUIq7HFM/Q/qI/a3/YxYVDITpfVyEzKZ5Xben81G1KUsaflCb+cERbo1WTr8ojX5VHKkn/suY/U8ZtH63NNrPFXGGBRCKlpM94v0kdadw5mLWzdhllDX3JKLGCvEJWf7YJEzNF6c0FmVyGf73KhJ67I6REEZEKi2igRf4VtVpL7/6NkMml7PnjChn3X35MhImJOR1ajWHbnu+5c+88lTxrEuDf7Jn73QlNQK3W4Oxqi4OjFffTxAhneSMtIQMrO0uCm1bF1dvxhev0DBGtRsvm+fsZ/2V/kmPuCy2n3KDVwr61Jxn1UW86DmxK6KVI7lwTG63dPBvBzbNiiuU/+WPZUWRyGe36NWLg9K6oitRGP/ZLmVfIr//7nSEzX6FBuxoMf68H1vZW5aJWXCaVYW1mh7WZ3VO3+Ttl/NHodU7Bo6a7UKWkSF1QOj/7aZR2GTezxdrcluxNd7gQEYRXdS98VXZcPxKJhcKqQnQZ1wWFyqLSn3tO6kKHoa048vspts3dRVGBOH5SRORFMM53EZHnRqVSkxCfjlclRyr5OJaJgQZwc6lCwzo9OHd5O8fPrMPdxR9bm6c3AABQKouIupeCn78rlXydyoWBdvd1xszChHshcUJLKRckx97n+ulwajevRrt+jVj/4x6hJZUL7t6M5eMhC8SxTf/gyvFQTu2+QrNudRj+7qt8O34ZednPV19pLDTpUovYO0nE3nl6dM5Y2P7bIWRyKY07Bou9Jx6gVmlY/d0fZKfn0rZvI3qPa4etoxU7Fh8q97O0H00Zf3pmWaGq4EHU+vHGZyUp5Hn/6DKekAFha6/B2seP93CX8eJ52Y9+tzK1xUT+7ynjFZ2SSHSbAc2oWrcySz9cR+K9ZIFViYhUHEQDLfJMYqJS8arkiLePE9cul12EqF5wV2LjQ4hPCmP/scX07vbuM+8Mr1txguys/Me6cAtBo441Gfr2q9wLiePH6auFllNuOLTpLLWbV6Nh+xrsWnmMrDK66VLREc3zk9n660GqBHvj6u3IoDe7svTzbUJLKjc07hTM4Le6kZGazZypq8hI/e+jBA2FLQsOcHTbBaMf9fUwWi1sW3SIzLQceo1tR7t+jYgJT+TiYd2nc+sDE7kpJvLnSBkvyC7tMJ77UMq4xFxFIfnEx8dRWFhIfmEO+YU5pGQ/fWa0QmZSbO4Vlg9MvhVmCot/PGaJucIKcxNLFDITvXQcLyu2z9tD6IUIRnw6AM+q7ry3agqbZv/Bye3CZy+IiFQERAMt8kxiotJo2hIq+TqV6XGlUintW43m9x2fkZwayfnLO2lSv8+/7pNQjqIOty/eQ6PRUjnIEztnazJeYk62IXEvJI67N2Pxq+FF614N+GPZUaEllSuq1fWh06BmLPl0q2iqKU4rXPnNTt76eTi1W1Sn2St1OCXOEgfg6okw2vZrhIevM2M/78fPM9ZSkF8otCzBedg8e/q54ORhz9UTxlfj+k8ObT5HVnouVWtX4tIRwzDPz4tMKsPa3A5rc7sn/t3L35XRn/RGIy0i5Ppt5ryzjOy8jCfUZpekjBdSlF9IVv7zXXPIpHLMFZaYmVgUf1dYPPKzuYklZgpLzB96TC5TlOG/wItz60wYXw/5iRGfvkZgk2oM+bAvgU2qsf6breRm/p+9+w5r8voCOP5NwgYBUYYgWxRUFNxb695a695ata2r1jq67fDX4apVa9XWveree+8tDlRcgCJ775nk9weVSh2ACb4B7+d58lSSdxwoCe95773npEkamyDoOpFACwV6HJzbIsrRWbsJNEAZUytaNBrMgeOL8PPfj7NjDSrYFL61lZSS4lIJvPWESt6O+DT15PjWS1KHpDOObLyA23cVadLFl0N/nxeJ4j/kchm9xrbF1rEcHQc3YeuiI1KHpBOePIhk17ITvPtBS1q8W4fz+2+89VW5IXfWwpKvNzNx3mAqVrJl+FfdWfzNZvGz+Uf5CpaMndEPY1NDVs/YXWpGXDVx+cgtLh+5lfe1voEepubGb/3shScPIpk9bhXDvujG3eOROFtVAasXb5uVk0laZjLp2amkZ/3zyE7NHbnOTiU9K42MvOdSyVFlo1Tl/DP6nVjomPTk+v8k1ib//ve/ybeBKcb6JnnJt7bXbyfFprBg/DJaDWhKtzHt8arvgaGJoUigBaEAIoEWCvQkJBalUoWFpQkWliYkJmj3g9XdpTZV3Bty9+E5jpxaRp+u36Cvb/TS7WvVc6PpO174XQrk5NE7Wo2lqPxO3KGStyO1mosE+ln+5+8THhxNBRdrvOq64nciQOqQdIJKpWbLwkOM/qkvzbrV5sLBm4QGinVnAMe3XkShJ+fMHj+RID4jLjKRJV9vYtys/njVdaPPx+1YP0fUFgCIjUzk5tn7NGhfg0FTOiOXy7j0TPL4tpPJYNDUzrhWdWDxV5t58vDtXkefkpDG/Cnr8z3n7FmB2IhEUp65rsmdMm6IJYUbNMhWZv2TaKeQkZ1GevbTBPuZ/2ankfE0+c5ORaVWkaPKzluzXVj6CoO8ke78I9pPE/F/n9fPzsZQYVxgn221Ws3hNSe5e/khVrYWxIX/O+ouk8tQq3R8Mb0gFEAmk6HWclEIkUALBcrOUhIeGk8Fh7LYVbDUegIN0KReX56EB5CUHM3Zy1to3nDAS7ctW9aUyp4VyM7KkTyBvnbqLu991BoXL4fcPzyRhb/7XJqp1bBh3gEyUjMJC3p7e3C+SMCVYK4ev0OtFl70Ht+OuZ+s1vliP2+CWg2HN5yXOgyd9PheBCv+t4OR375Hw/Y1iY9MYv9a7bQVLMnUKjXrf92LSqWiUUcfBkzujEwu5+Khm1KHphOMzYywqWiFRbkyfDxnAMunb+f2pUCpw9IZZa3N+eCHXmRn5bDsh208Cgh/rePoKwzQNzbA3LhsobZXq9Vk5WTmJtTZqWRk/ZN0P5NgP02+8xLy7DTUalXu1HJlFkkZhV/OZqAwxEjPON/DWM8YIz2TfM/F+cXk/Vsuk+NZz4P3JnRixbQNhN5/vZ+NIBQnHx8f1Go1xsbGr9wuMDD3c8/BweGFr5cvX56PP/64SOeWqbWdkr+FkpKSsLCwYET/eRgYvPp/YklVzroMSYlpZGcpi+0cIWG32XXwVwA6t/kYJ4fqL9zOvqIVX/7Qg6zMHCaPXUVOjgpFaEyxxVWQsTP6UdnHme1/HuXoJlGAQyiYRTkzvlw6EiMTQ9b/uo9z+0RP2/9q1LGmaFX0H406+dD34/bs/OsYhzdekDocnSGTQa+xbWnSpRYqlZoNc/dxbv8NqcPSCUYmhgz/pjuetVxRKVVs/v0Qp3f7SR2WTrCpaMXI797D1rEcOdlKtiw8xBkdrb+gVqvIzMnMmzqe8U9Snf7cSPfTJDz336/LUGGEfcUK2FawxcqqHOkxGcQ/TsZIYfxcMm6kZ4yhnhFymbzgA79FspSZLPX7jcTERMzNzaUOR9AykUBrwduQQL8ppy6s5+ado5iaWNKn27cYGZq+cLuf5vbH3MKEub/s4X5AuKQJdONOPvT5uD13/YL5ferfksWhyyzLlyEpPlVMzX1Gi3fr0OOj1qQmpfO/95eQkpgudUg6o0bjyoyY1oOsjGxmjVtJxCPp3t+6xt7NhjAx7f+F3hvdhubdawOw5JvN+J9/IHFEukGukNP34/Y0aF8DgCObLrDzr2Ni5gtgZGJA/0874dO0CgAXDt5k47wDZGeV/L7IWXGxZCkzSc9JIyM7nYyc5x/pOWn5vs5Uvn6Hkxcl1v+OeJs8n3QrjEpU5fKiEgl06SamcAs6pUHtHoSE3iIhKZJTF9bRptnIF24XcCuUeo088KruwP3XnHalLX4nA4iLTOSu3yNJ49BVXYY35533cntCXzosRhOfOrnjCvXb1sDB3Ya6rb05tkXMXnjq5tl73LkciFcdN4Z92Y3Z41eRlZEtdVg64dnk2dDYAMvyZYgMiZUwIt2xZeEhVCoVFd1suOsXLHU4OkOlVLFuzl5iIhLoPLQZrXrVx8jEgA2/HZA6NMllpGWx7IdttOxVj67DW1C/rTcObjYs/X4rsREle0mWgVU5DACzIuyjUinJzEknPSstb6TbvnJZnLxtSExMICI8Ev8rAUREROaNemfl5CbdT5PwwpIh+6dg2j+F0vIKqeWu467qUAcj/ZI7KKXKkb7dqlB8RAIt6BR9PUNaNR3O1r0/cz/wIq5OvlRyqfPcdnf+SaA9qzqwk8sSRPqvtOQM7lwOkjQGXZaekoGevoI2fRpw+Yi/GPX4h0ql5u/f9lHW2pxrp0QLnmep1bB6xm6m/jGMCi7W9BzdhnVz9kodlk4pU9aUD6f3wtzKjDkfryI+KknqkHTCtkVH0NNXkJNdfMuNSqqD684SF5lIr7FtxNKI/zi66SIh9yIY+mU3KlaypWXPemxacEjqsN44uVyBsYEZxgbPpN0JwMOyjJ06DBev3DWkv05YTdDtUCC3B3fmf4unvWA997PPZyszUaPOrWSencqLVnRXtqsJJTiBFko3kUALOsfW2o1a3h25cmMPJ8+tpYJNJUxNLPNtE3Ar94Pb0bk8pmaGiPt8uuv0bj9a922InXN5vBtV5saZe1KHpDMeBYS/duGa0i4lIY2VP+1i7C99adC+BvevPxIVlp+RnZmDXCHHopwZH/2vN79+spr0FNEuDsiXPHcc3JSMtEyObhYzPCC3zdWtCw/y/a7IFXKxvAa4f/0xM0evoP3AxmxfckzqcHRKdFg8cz9ZQ7sBjSlnZ5mXPENuD24TwzKYGJYp9PGUqpx8a7X/TbJzi6plZKdhbGBSHN+KIGiFWPEv6KQ6NTtT3sqJjMwUjp9d9Vz5+aTEdAIfRHLrRggmpoYSRZlfp6FNmbbqI2wcX9Jc8i2VkZbFqZ1XAWjTp4HE0egukzJGVPZ1ljoMnfLgxmP2r8mtNt17fDvx3npGRlomi7/aREJ0EnbO5Rn57Xvo6b+6Xc3bplINJ9oPbEz3US1p3bu+1OHojGeTZwc3G75ePgrXqi+uTvu2SYhJ5u+5+/PWQMtkuX/bza1eXI/lbaJSqdm3+jRrZu7Oe87Mwpj2AxsX+bNHIdfDzMic8mXsqGjljoetN96ODajn1opmnl1o691H6z2vBUGbRAIt6CSFQo9WTYcjl+vx6MlNHgQ9P3ow+3+7WPTbQaIjdWPqYsVKdpSzs6BWMy+pQ9E5J7ZfJisjG2dPezxru0gdjs6xti/LV0tHMWJaDyytC38X/21wYP1Z7voFo2+gh1vVilKHo1MSYpL548tNpKdmUKmGE4OmdkEmL71FeYrqwY3H7F15CoCuI96hw6AmEkeke9oPakI5O0vGzehHnVbVpA5H57Tu04B2/RszZeEwKvuIG5z/1WdCBzoObsqn84bg4GYjdTiC8MaIBFrQWeXKOlCnZicAzl/ZRk6ObhcRuno8tyd17ZZVJY5E96QkpHF27zUA2vVvLG0wOigmPJ6o0DiMTAzpNbat1OHoFLVKzaqfd/H75xs4f0C0Jvqv8OBo/vpuGzlZOfg28xS/P/+xf+0Zdi07DkCHQU3oPqqltAHpmFU/7+T6mXvoGegxeGoXOg1tRikujFxk10/fIzQwCnMrM0b/3JcOg5qIm1TPuHjoJskJqTi42zBpwRDaDWiEXCFSC6H0E7/lwmuRycDC0gTfOi70HtiQjt1q4VGlgtbPU7NaG0xNLElOjcU/4MVrkqzKmWFmIX2hiZtn75GVmY2tYzkquttKHY7OObzxAtlZOTi422BlayF1ODpFrYa/5+4nJ1uJd0MPajapInVIOiU5PpX710SV+5e5f+0Rq37ZhUqlpnqDSpQpK6abPuvQ3+fZvDC3IFTLnvXoM6G9SIL+kZ2Zw7Lvt3Jw/VkA2vVvxLCv3sXASF/iyHRD1JM45ny8irN7ryGXy+gwqAljfu4rpnT/4+bZ+/w0ainXTt1Foaeg05BmfDJ3EHZO5aQOTRCKlUighSLR05PTtlNN/jenP9Nn92P4R60wNTPCyaU8I8a2ok3HGhgbG2jtfPp6htTz7Q7AlRt7yMhMzfd6vyFN+GFWX+q18dbaOV9XRloWt/7pOypGoZ+XFJfC8unb+XbQH8RFluz2IMUh4lEMhzeeB6DnmNYY68jafl1j7VCWSQuG4FQMN+xKsmun7rL6l13M/WQNyfGpBe/wljm5/QrrZu9FpVTRuKMP7tUdpQ5JZ6jVsHv5SVb/soucrBx8mlbh49kDMDWX/sa0LsjOzOHvuftZ9fNOMtOzqOzjzJQ/hlPJW/wOQe4Ms2U/bGPVzztJS87AuUoFJi8chmdtV6lDE3TAyZMn6dKlC/b29shkMrZv3/7SbT/44ANkMhlz5859Y/G9LpFAC4Uml8voO7gJTVt44ncpiB2bLnL1UiCGhvps23CB337Zg09tF+o2dNfqeau4N8SqrAOZWWlcuZG/lU14aG7zA686blo95+u6fOw2ALVbeIlpcC/gf/4BacmiZvrLHFx3lsiQWCzKlaHL8OZSh6OT2vZvhFPlCgz/uru4wP+PK8du57s5ZVLGSMJodM/5AzdY+dNONs4/wIMbj6UOR+dcOnKL+VPWk5yQSkpiGukp4rP6WZeP3mbmmBWEBkZhbGpIRlqW1CHplMtHb/PjyL+4deEBSXGpBN8JLXgnodRLTU2lZs2aLFiw4JXbbd++nQsXLmBvb/+GItOMSKCFQnN2s8bRuRxbN1xk07pzHN5/kzVLT5KclE6bjjUIexLPzWuPqVNfuwm0XC6nUe2eANy8c5Sk5Oi8127fDAHAvXpFnZhydudSIGkpGVham4sRjgKIae7Py8lWsmHufgCadKklKuO+wJbfDxP1JA4rGwsGfyaKZr2MdyMPvl31kSja9x9+JwM4vcsv72szSxOd+NuhK4JuhzJ73CpW/G8HKpW64B3eMlFP4pgzfhV/fLGRJw8j855X6InLacidabb46838OmF1vhsMNRpXFoMKb6kOHTowffp0evTo8dJtQkNDGTt2LGvXrkVfv3g/jx88eICrqysuLi4aHUe844VCs7IyQ09Pgd/loLznsrOVhDyKwap8buXgx8ExWJU30/q5HR2qUbGCFypVDhf8tuc9HxWZRExUEnoGenjUdNL6eYsqJ1vJ2b3XOLXrKkkJYhrli8jkMsb83JcpfwzDxatk3Gl8kx7cDOHs3muc3XuNyJBYqcPRORlpmSz9fhtZGdl41XGj/QBRlO5FfJpWwcjUkPe/6SGmu7+ESRkjxvzcl9E/9RFLJp4RF5lIeuq/ra56j2+XWzxLJEAAZGfl5JvB4OhhxzcrP6RKLRfpgtIxSXEpef9u1MmHEdN6MOaXfqL+ifAclUrFoEGDmDx5MtWqFX8ngKysLB4/fszjx5rNQhJN1oRCe3g/AnMLY2wrWBIZnoC+vgI7e0veaVud86fvA5CYkMaR/TfRN1CQnaXU2rllMhkN6/Rk067p3A+8SM2qbbAp7wLAbf8nNGtZFa86bty68FBr53xdO/86LnUIOk2tUudNM20/sDGLvtwkcUS6Z8Nv+1GLwZ+XCg+O5u/f9jN4ahc6DGrCo4Awbl8KlDosnbJu9l7MLEzwquPGh9N78dvEteKGzH9Y2VhQ1tockzJGjJ3Rjz++2EBKYrrUYekUt2oVadLZFwBbx3Ksnb2H7MwciaPSLW37N6KstTkf/diHg+vPsn/1aTF6/wy1UkVmRu7a8c8WD2fboiOc2y86KhS3jIwMsrKKZ5mBWq1G9p87aoaGhhgaFv1G5C+//IKenh7jx48v8r7fffddkfeJiorKt7+hoSEODg688847VKxY+FaZMrVaXKZpKikpCQsLC0b0n4eBQelek9erf0Oq+zhxPyCM5KQMXNysUavVrFl2irjYFIyM9VHmqMjO1l7y/KzDp5Zy7+F57O2q0K3dp8hkMrx9nPjw47ZEh8bzw7DFxXJeQbvKV7Dky2WjUCjkzBq3ksd3w6UOSacZmRiI9XYv0GtsG5p2rU1qUjozx6wQxen+w8BIn3Ez+uHsaU9cVCJzP1lDQnSy1GHpFHs3G0b/1AfzsqZEPIphwdS/842eCdCgXQ16j2+Hnr6CR3fD+XPaFvEzeoa+gR7vftgq70bD/euPWfnTTvEzekZ5e0sGTOqUt7Tt1sWH/P3rPhJjS+/PKCsng8XHviMxMRFzc/M3eu6MjAycnS2Iiiqe6wYzMzNSUvL/v5s2bRrffvvtK/eTyWRs27aN7t27A3DlyhU6derE1atX89Y+u7i4MGHCBCZMmFBgHAqFAm2lsQqFgk8++YQZM2YUanuRQGvB25RAGxrqUbu+O17VHChvY05wYBQnj97JK+ZV3JJTYlm39SuUqhw6thqHi2MNDI30mTFvIHr6Cr4fuoiYsIQ3EsuryGTg4uWArVM5zos7rS80YFIn6rf1xv/8A5Z8s1nqcHSSpXUZ+k5oj4GhPvMnrxOj0v+hp69g/OwBqJUqlk3fXqovxl6XmYUxH88ZiK1jOSIexfDbp2tJTRKjrM+yqWjFmF/6UtbanJiweH7/7G9iI8TNmGe5ezvy/jfvYmZhQkJMMn9O20LI/Qipw9IptVp40XdCe4xMDElOSGXNjN3ceWbJ29tOJpfR4t26dB7WDH0DPdKSM1gzczf+/3QvKW2kTKCf5iXX/ZpTpox2JxsnJ+dQ0/cEISEh+b6vwoxA/zeBnjt3LhMnTkQu/3dFsVKpRC6X4+joSHBw8CuPp6en91oJ9NN9/juKrlarWblyJYMGDSrwGGINtFAkmZk5nD15l1V/neCX77azYfVZwkPjMbcwxtrWHLdKtljbFN8HRRmzctSo2gqA81e2olaryMzIZvfyEyz9fhtJcbqx7tjBzZZP5g6i55g2GJlor61XaXJw3VlUShXVG1TCqbKd1OHoJLlcjru3I5VqONGoo4/U4eicnGwlS77ZzLzJ60Ty/BIpieks/HwDCdFJ2DmXp2nXWlKHpHOinsTx28S1RIfGU96+LBN+HUQFF2upw9IpD2+GMHvcSsKDo7EsX4aP5wygVgsvqcPSKVeP32Hm6BU8eRhJGUtTPvqxj2h19Qy1Ss2xLReZ8dFyHgWEYWRiQJJouVesypTRK5YHgLm5eb7H60zfHjRoEDdu3ODatWt5D3t7eyZPnsyBAwcK3D8nJwelUlmkh7+/f17irFQqycrK4tatWzRo0ACZTMZff/1VqNhFAi0UmUyWWzzM1MyQtp1qMvmrrkz7qRff/NiTUeNa88H4NjRvVRV9fUWxnN/XuwMG+sbEJYRyP/AiAEc3X+T66btkZWQXyzmL6snDSCIex2BgqE/NJlWkDkcnRYfFc+noLQA6DmkqcTS6KS4ykd3LTgLQbeQ7lLV+s3exS4KUhDSUOaq8r8tXsJQuGB0VH5XE759t4PDG8xxYe0bqcHRSXGQiv326htCHUSiVStHC6QViIxL5dcIa/M8/QE9PIVoSvkB0WDxzxq/ixPYr3Lr4kIf+IVKHpHMiQ2L5dcJqfv98Q77lW/au4qZVaZSSkpKXHAMEBQVx7do1Hj9+TLly5ahevXq+h76+PnZ2dlSpUjzXzv8dsVYoFHh6evLVV18BcPPmzUIdRyTQQpGp1VC1ekWmfNOdZi29CHkcy8o/j/P9F5uZN3Mf/tdDaPqOFz7F1D7FyNAUX+92AFy8thOlUjcLmlw67A9AvdbVJY5Edx1YcwalUkU5O0tRBfclTu68QuCtJxiZGNJ3Qnupw9FZMhl0fb8FXy4dSaUa0lfk1zWRIbHs/Ot43jIAmVwmWu/8R1JcKvMmrWXBlPUkxIi14i+SkZbJn9NyZ30EXBHTk18kJ1vJloWH+HPalrz3m4GRPnVaVpU2MB2iUqm5f+1R3td2TuWYNH8Io3/uIyp1lzKXL1/G19cXX9/cGgETJ07E19eXb775RuLI8nN0zJ0tkphYuOU74q+nUGQWliZ0ercWIcExzPxhJ3+vOsMNv8dERyYR9iSO7ZsucutmCLW13A/6WTW8WmNsZE5ScjR37p8GcovBdBjUBHcdmTJ1+chtADx8nClbjNPaS7KY8ATmfbqWn0b+la9tivAvtUrNutl7yc7KwauuG/Xbeksdkk5Sq8GivBkKPQXDv+ouRutfQa6QM3hqF4Z+0Q256KOdT3pqZr46Gr7NPGnQvoZ0AekgtRoC/Z/kfV2+giWTFgzB3s1Gwqh0j0r578yYnmPaMPizrgz/ujsmZYwkjEo3VXC1RqVW41nLlc8WD6dJF1/RNq2UaNGiBWq1+rnHihUrXrh9cHBwoQqIaeK/a5+BvHXYhV1TLRJoocgcncujr6/Hlr/Pk5iQhkwme+6XUV9fUawXZvr6htSp2QmAy9d3k63MolGHmnQY1ERn7vLGRyfl3WGt07L4e9uVVEG3Q0XLjwJEPYlj78pTALz7YSvMrbTfa700+HvufkLuR2BmacKIb3ugbyA6Nb6Ivas1NRpXpmaTKgyY1ElcqL5EBZfyDJrahf4TO9K6TwOpw9FZ737QCqfKFfhk7kB8m3lKHY5OingcgzJHiU9TT6YuGq4zN/p1hd+JAH75YBkPboZgZGJI73HtaNatjtRhCaVQlSpVCAwMfK5AmbGxMT4+Pvj4+BTqOCKBFoosNiYZq/JmZGXlTp1+ejcJwNTMkIZNK1OvkQcnjtwq1jiqVm5GGbNypKUnciPkHLcu5vaArlqv+Ea+i+riP9O467YWCXRB9PQV4uLrFY5tuciju+Ekx6diZlG6q/2/ruzMHP76bispCWk4etiJKe8v8eRBJMt+2IYyR0nd1tXpNa6d1CHppPDgGI5tya2z0fX9Frz7YStxs+EF1s7ew53LgRgaGTDsq+50Gd4cmZjZkM/RTReZ8/FqokLjKGttzrgZ/eg4pKmYAfKM6LB45k9ay+bfDxH6MIpz+69LHZJQAimVSu7fv8+FCxe4cOEC9+/fR6n8t7WuQqHAyckJJ6f8S71cXV25cuUKV69eLdR5RAItFFl4aDxxMSn0G9wEdw9bPKs50LBpZbr2rMOg95vTvosvxw/d4u7tsGKNQ6HQo65PVwCuBJ3A/3JuEbGy1uY6M5Xs+um7ZGVmo2+gT5myplKHo7PkCjmfLX6fYV91p0otF6nD0UkqlZql329lxkfLCQuKljocnRUflcSy6dtRKlXUbV2dFj3qSh2STrp14SGrftmFSqmiSWdfuo18R+qQdNKuZSfYtvgIAO/0qMvAKZ2RK8Sl07PSkjNY/NUmDm88D0Cbvg354IeeGJuJuhbPCrkfwYyPlnN+/w3kCjntBzTm49kDxHKTZ6jVcHLHFWaMWa4zRWGFkmHv3r106tQJCwsLqlSpQsOGDWnYsCFVqlTBwsKCTp06sWfPHq2dT/wVEF7L8sXH0DdQMHZSB3r2a0CT5p54VKlAamoG2zZcYM/2K+Q8Uxm3uFR2a0BZywpk5qRz8f4x7v0zZbpaPbdiP3dhZKRlMXP0Cr4f8gfJol3DS6mUKm7/M4Ogk6jI/VIJ0clkZ+lm0Txd8uDG47ykp9vId0Rl7pfwOxHA33P3A9CqV33aD2wscUS66diWS6z+ZVfuiH2r6oz6/j0MjPSlDkunqFRqdv51nBU/7iArI5uqdd2ZNH+oqP/xH1kZ2aybs5cVP+4gPTWDcvZlyckWn+n/pRbLuoRCyszMpE+fPnTu3Jl9+/aRnp6et7T06SM9PZ19+/bRpUsX+vTpQ2am5jV3xAIx4bWEh8azeP4hTE2NqOhkRXa2kqjwRJKS0t9oHHK5nPq+3dl/7A+uPz7D2cOXqd6gElXruXPo7/NvNJaXiQyJlTqEEuHQhvM06uiDi5cDVeu55yXUwvNkchkt3q2LvZs1a2dq745qaXJy+xVsHcvx4MZjYsITpA5HZ50/cAMDY316jm5Dm74NuXjYn7iIwlUhfZtcOnKLlKR03v/6XarWdadB+xqc3H5F6rB0ztXjd4gKiWPEtz1ISUwTN45f4urxOwTfCcOyfBmSE9LyntfTV5CTrXzFnoIgPGvAgAFs3boVmUyGvr4+bdq0oX79+tjZ2aFWq4mMjOTChQscOnSI7OxsNm3aRHZ2Nlu3btXovCKBFl6bSqkmOSmdO/6hksbh6uSLjXlFopKesGjFfEZ91RdXLwdMyhjpVJ9KhZ4ckzLG4oLiJZLjUzm58wqtezeg05Cm3Ln0kEIWQ3zr2DqWo+uIFigUcm6df8C1U3elDkknbZp/UOoQSoST26+gp68g5H6kSJ5f4c6lQBZMXU/td6pxaodInl/mycNIZo1dgVwhz0sG5XIZasTI4rPiIhOJi/z3/ebTtApdhrdgzczdBN2W9rpKEEqCPXv2sG3bNgBat27NsmXLcHBweOG2YWFhDBs2jMOHD7N9+3Z27dpFly5dXvvcYgq3UOLJZDIae3QAwO/hWX6b/TsZaVnYOZWXOLJ/eTf04Id1Y+k9rq3Uoei0IxsvkJGWiaOHHTWbVJE6HJ0V8SiGQ3+fA6D3+HaUsTSROCLdZ25lRudhzUQRqJc4uulivr6sYoryiwXfCWPLwkN5N/f09BXYOevO3xpdkZKYTlLcvzeLOw1txkf/642puSiA+CIyGbTr3xhrh7J8PHsAnYY2E33aBaEAT1th+fj4sHv37pcmzwD29vbs2bMnr8r2qlWrNDq3eHcKpUJFKzfqurYEYNLUTxjZ/jMCbz0pYK83JyY8HjNLE6o3qCQqKL9CalI6RzfnVr3tPKy5KNbzCgfWnuHJw0jMLEzoO6GD1OHoNIWenI9nD6Btv0Z0GtpM6nB0nq1jOb5aNooG7UT/41eRyWDQ1C5M/G0QXnVcpQ5HZ5lbmdKsW208a7syeeFQnD0rSB2SzlGrYd6ktVw67I9cIadd/0ZM/G0wdk7lpA5NEHTW+fPnUavVfPrpp+jrF3zTV09Pj4kTJyKTyTh/XrNlnuLqVCg16rm3wqlcZXKU2ez2W0VGdlrBO70h4cExPLobjkJPIXpCF+DYlkskJ6QS9SQOE1HF9aWUOSrWzNhNTrYS70Ye1GvjLXVIOkuZo2Lf6tw+2m37NaJuK/EefJXa71TFsnwZ+n7SgXptqksdjs7SN9THxMwIIxNDRv3QiwbtxQ2HF0mKS2XOx6uIDInFysaCj2cPpEkXX6nD0jnpqZmsnrGbZT9sIzUpHUcPOyYvHEaLd+uImTOC8AIxMTEAeHl5FXqfp9tGR2vWzaTYE+jIyEiWLl3KL7/8wsaNG0lPf7NFpoTipa+vwMOzAnUbSN97WS6T0867D+bGZUlKj+fgzQ3o6evOPaILB28AUF+M6rxSZnoWP41aypJvNpOSKD4vXiUsKJq9q3ITw/dGtxLtUF7h8tHbHFh3FoB+n3TAterLp3q97fauOsXJHVeQy2X0/7QTdcQNhxfKyshm0VcbuXDoJgqFnP4TO9JxsOgi8CLhwTHMHreSa6fuoqevoPe4dgya0lksFXiBa6fu8tOov7h18SH6Bnr0+Kg1zp72UoclCDrH1DS3PWx8fHyh94mLiwPAzMxMo3NrlF3cuXOH3r1706dPHxISEp57fefOnbi7uzNq1Ci++OIL+vXrh5eXFzdu3NDktIIOsbWzYMLUTvQZ3BiZDtwiNdI3oWONgejrGfAo9h5xZvelDinPlWO3yc7KwcHNBkcPW6nD0WkpCboze0DXHd10gaDboegb6ONSVVxkvcrelSe5fvouegZ6jPi2h2ix8wqbfz/E6V1XkctlDJzUiVotCn+H/22izFGxduYe9q89A0D7gY0ZMLmTWL/6AhlpWSz7YRvbFh/N69M+5ue+YnT1BZLiUln81SY2/LafwxvPE3wnTOqQBEHnVK5cGYD169cXep+///47376vS6NP+O3bt7N582YiIyOxtLTM91pUVBQDBw4kLS0NtVqd93j8+DFdunQhNVVUIi4NQp/Ek5GehbGxARUcykodDgDW5vYM6DgKgJUb/yIo+o7EEeVKT8nkxtl7ANRvK0ahC8PcyoweH7bC2FRM5X4ZlUrN6hm7mDVuJX4nAqQOR6ep1bB6xm6ePIikjKUpo77viaGxgdRh6axNCw5ydu815Ao5g6d2wbeZp9Qh6ay9K0+x/td9KJUq6rfxZtCU16/uWtod23KRBVPWkxibwontl0W3hVc4s+caO/86nvd1WRtz+n/aEZMyRtIFJQg64t1330Umk7F8+XKWLVtW4PZLly5lxYoVqNVqunXrptG5NUqgjxw5gkwmo3Pnzs+9tnDhQlJSUtDT02POnDlcv36dGTNmIJfLefLkCX/++acmpxZ0hFqtJigwdx2BWyUbiaP5l5XKmQ8++BCAw7c3kZAWI3FEuS4cuAnkrjEUIxQFG/ltD1r0qEvLXvWlDkWnxYQlEBYYJXUYJUJWRjZLpm0mKS4FmVyGsVhn/1JqNWz4bT/n9l9HrpDTXKzFfKVz+67nLj1JSOPE9stSh6PTHt4M4X/vL+Hq8X9vcJe3t0QuF79gr9Lvkw40aFeDz5e8LwrXCW+9MWPG4ODggFqtZsSIEbRv357Nmzfz+PFjsrKyyMrK4vHjx2zatIm2bdsycuRIVCoV9vb2jB07VqNza9QH+vHjxwDUrFnzudeeNrUePHgwEyZMAMDb25v79+/z559/snPnzrznhZIt8H4kXtUccKtky+njujEClp2Zw6j+Y7lx4zrnzp1j7/W19Kr3EfoKaUeb7voFs2/1aa6dCkCZo5I0lpLg4PpzjPzuPVr0qMOpnVfytUURXszRw5amXWvz96/7UImeqy+UEJ3M75/9TXxUEhlpWVKHo9PUavj7133EhMVzaqefGC0swJ1LgXw7+A+yMrLzntPTV+T1Qxb+9ex7r0xZUz6ePYCoJ/Gs+HEHyfHis/5Fdi07jqV1GeycyvPRj304tfMKO/46nu/3TRCe8s8qi2mWdusMpGbpzu+aiYkJe/bsoVWrVsTGxnLw4EEOHjz40u1lMhlWVlbs2bMnb/3069JoCOxpBTNra+t8z8fExHDr1i0A+vfvn++1rl27AuS9LpR8gQ8iAXDTsXW9d6/k3nUqV648sSkRHL29FbXEV39qlZp9q08THqwbI+K67ua5+wTdDsXQyIB2/RtJHY7OMzDS56Mf+9CgXQ1a9Raj9q8SHhyT7wLe3EqzP6almVoNh/4+T0ZaZt5zVnYWEkak255NZuzdbPh6xQdU9nGWMCLdZ+dcHkNjAzxqOjFl4VDcqlWUOiSdFHI/kpmjV3B8W+4Mh6ZdazNl4TDRGkx4a3l7e3P9+nX69OmDnp4eMpnshQ99fX169+7NjRs3XjjwW1QaJdBpabmFfjIyMvI9f/r0adRqNQYGBjRu3DjfaxUq5L7JX1R0TCiZggOjUKnUWNuYY26uOz2Ob114gIODA1u2bEYmk3Mv4jpn7++XPIkWimbX0uMANOrog7W9bqyz11VZGdlsX3IUgA6DmlLRXbduaumqlj3r8c3KD6lUw0nqUEqEd96rx1dLR1GjsWZFWN4Gbfo0oKy1OR/92JuGos3VS92/9ohZ41YSHhyNRbkyjJvVn9a964slAy+QnZXD1j8Os2DqehKik7CpaMUnv4pe5MLbq0KFCqxbt46QkBDWrVvHF198wYcffsiHH37IF198wbp163j8+DHr16/Py0M1pVECbWVlBfw7lfupI0eOAFCnTh0MDfOvL8vJyQE0Lx8u6I6M9GzCnuSWhXevrDsX7ElxqQTfCaV58+aM6J271uHqo5OcfSB9Eu3oYcvgz7rQWowSFujBzRBuXXiAQk9Bl/dbSB2Ozrt4yD+30rS+gsGfd0HfUKOVOqWeTAbOVSpgYKjPiGk9sHUsJ3VIOs/RwxY9fQXDvuouCosVYO2sPVw+eguFnoJ+EzvSbeQ7yMQ63xeKColj9vhVuT8vhZyuI97hg+m9MLPQnRvzuuSe3yN++mApl474ExkSy/3rjwveSRBKMVtbW/r06cMPP/zA77//zu+//84PP/xAnz59sLXVbn6iUQL9dAh83bp1ec+lp6ezadMmZDIZLVu2fG6fR48eAWj9GxGktXndeX7+dhvXrz6SOpR8zu2/wckdV6hk5UNzz9zlA1eDT3LuwQFJk2hbx3LUaVmNJl1qiYupQtjx13FUShU+TauI/r2FsP7XfSTEJGPnVJ7uo57/HBb+pVbDmpl7CLr1BJMyRnz4v96UKSumc7/K6hm7uXjIH4VCzpDPu4o+0a+Qk61k1c+72Lsyt197q171GfFND9H/+CWyMrJZ9fMu1s3ZS1ZmNlXrutN+YBOpw9JZ6SmZrP5lN79OWJO3zl4ul9G8ex309BUSRycIpZdGCXTfvn1Rq9Xs2rWLvn37smDBAtq2bUtUVBQymYx+/fo9t8+FCxcAcHNz0+TUDB069KXz3J8+/ju1/Klz587RrVs3rK2tMTY2pmrVqvzwww8v3V4o2P274YQ8itW5okXn9l1n8++HePIgkhqODWlWJbe1yJXgE5x/eFCyJPraqbukJqVjZWuBZy0XSWIoSSIexXBqlx9HN18kMiRW6nB0XlpyBmtm7gagaZdaVG9QSeKIdFt2Vg5Lpm0hKjSOcnYWjPq+p0hwXkGtUrN29h7O7cutzj1wcmcatBPTk19l/9ozrPhxB9lZOXg38mDCrwPFyOornN9/g9njVnLz3H12LTshdTg679n6BK161+e90a2ZsnAYTlXE2mhBKA4aze0bPHgwy5Yt4/Tp02zatIlNmzblvTZs2DA8PZ+f2vW0OveLRqdfh4eHBzY2L26fJJc/f39g7dq1DBkyBKVSiYODA46Ojvj7+/PNN9+wa9cujh8/jomJiVZiE3RPTadGqFFz6u5uLgcdR4aM+u5tkL3hhVY52UouHblFi3fr0LCDD3cuB73R85dEWxYekjqEEuWe3yOObLpAq171qdXCC//zD6QOSaelJqWz+MtNfPLbIJyrVGDwZ11Y+v021Dp2U1BXqFVq/p67j5wcJU271KL/px2R68k5u+ea1KHprKvH7xAXkciI794jOT6VtGRx0/5VwoNj+HPalnzPte3fiHN7r5GckCZRVLovPDiGpLgU7JzLM3HuII5susC+1adFJXih1Fm5cqVG+w8ZMuS199UogZbL5ezbt49p06axadMmIiIiqFChAkOGDOHrr79+bvtdu3YRHByMTCajTZs2mpw6zxdffMHQoUMLtW1wcDDvv/8+SqWSGTNmMGnSJGQyGY8ePaJdu3ZcunSJKVOmsGDBAq3E9rapWcsZbx8nzp26x8P7kVKHk0cml+FerSLlKlhy4eBNfJwao1arOX1vD5eCjiGTyanv3vqNx3Vu3zVavFsH74aVKFPWVLTtKCKZXCaSmwLsWXGSiEcxXDx0U+pQSoTosHj+nLaFsTP6UaNRZao3qMTNs/elDktnqdWwaf5BlNlKWvSoi5GxtG0CS4LggDBmj1tJRmqmzs3Y0nXNutWm89BmNOtai1U/7+LeNd1aMqYr/M8/4MeRf9FzTBvqtKxGm74N8W7owZpZe3h8N1zq8ARBa4YPH67RTFJNEmiNpnADmJqaMmvWLB49ekRmZibBwcF899136Ok9n5s3adKEoKAgAgMD8fb21vTURTZz5kwyMzNp27YtkydPzht1dHZ2ZtmyZQAsWbKEyEjdSf5Kkhq1nGnYtApe1XWr/URFdxvGzx5Az7Ft0DfI/b30dW5Ck8odAbgYeIQLDw+/8bjCg2MIuh2KQk9B/bZv/v1QUlWsZMu4mf1p3r2O1KHovJxsJRcO3hS9e4sg6HYoa2bsZvPvh0TyXEhbFx1h/pT1HN18UepQSoT4qCTSU/+dcttrXFva9msoYUQlwz2/YMKCozG3MmP0z33pMKiJqCHyEmnJGaz6eRd/frsl32h0o04+UocmCFpT0FLe/z6e3UdTGifQRVG2bFmcnZ1xdn7z/RDVajXbtm0D4P3333/u9UaNGuHp6Ul2djY7dux40+GVCg/v5d54cK9sJ3Ek+YXcjyQuKhFDIwOqPLPe2Ne5KY09/k2iLwYeeeOxndt3HYCG7WuKdh2F5FjJFo+aTrTr3whjM8OCdxCA3B7Rvca1pYKLtdSh6Dy/kwGc3HFF6jBKlPvPjAYamRiKm4KF5O7tSNMuteg8rDmDpnQWhZ9eIeJxLLPHreTs3mvI5TI6DGrC2J/7Ym4lurq8zM2z9/lx5F9cPnoLpVLFwxshUockCFoTGBhIUFDQSx8PHjzg0qVLLF26lFatWiGTyfD29ubixYsEBwdrdO43mkAXh82bN9O9e3datmxJ3759mT9/PomJic9t9/jxY8LDc6eu/Lc39VNPn39a6Ewomof3IgBwcbNGT0+3frWejiT9t29pLZemNPboAMCFh4e5FHjsjcZ19cQdHt0N58xePxR64sKpMM4fvElYcDSm5sa07ddI6nBKjG4j36Fpl1oM/qyLuEgvAmMzQ0Z931MU4ykkhZ6cD//XiwGTOtFhkKieXJCHN0PY8Nt+lEoVdVtXZ8wvfUVxsVfIzszh77n7WfnTTjLSMvHwcWbqomF4+Lz5gZmS4ulo9E8j/8pXhNOrrpv4WyCUaE5OTq98uLq6UqtWLYYOHcrBgwdZtmwZ/v7+jBgxAjs7zQb7tJblPHjwgG+++YY2bdrg7e1NpUqVePAgf9Eaf39/9u7dy4kT2quouGfPHnbs2MGxY8fYsGED48ePx9XVlf379+fb7v793ATK0NAQe3v7Fx7raWXwp9u+TGZmJklJSfkeAkRGJJKcnI6BgR6OzuWlDiefG2fuAVC9QSXk/5nyVculGY0qtQfg/MODXAl6cxU/szKymT1uJUc3XRQFPgpJrVKz48/cGx3Nu9XGys5C4ohKhv2rT5MUn4qDmw1dRT/tQus4uBnVG1Ri1Pc9KSd+1wqkzFHhfy73b2iHQU3oMry5xBHpvjN7rrHoy42kpWTgXt2RifOGUMFFt/6G6porx24zc8wKnjyMxMTMiOyMbKlD0nkx4Ql5/3b2rMAH3/dk8u9DcfF68TWxIJQ2Q4YMYfDgwVy/fp2FCxdqdCyNE2iVSsXkyZPx8vLif//7H0eOHOHWrVsEBQWRlZWVb9uQkBA6d+5MmzZtCA0N1ei87u7u/Pjjj1y/fp2kpCSSk5M5ePAg9evXJz4+nu7du3P58uW87ePj4wGwtLR86dz3smXL5tv2ZX766ScsLCzyHo6Ojhp9L6XJ02nclaro1jTuhzdDSElMw8zCBHfv5/9/1XZtTsNK7QA4+2A/t0MvP7eNoDvuXAok4GoQegZ6dBPJYKEkJ6SxbtYeAFr0qCtaWxXS7uUnePIgEvOypnz0Ux/MLEWXhoIc3niBrYtyl8S06duQ3uPaiiUqBbh7NZhfP15NTFg85StYMvG3weI9WoDo0HjmjF/Foq82ERwQlve8vqFG9XHfCobGBqQkplHBxZoJvw7ivdGtMRRFAIW3QO/evZHJZGzYsEGj42icQH/wwQfMmTMHpVKJvb09PXv2fOm2HTp0wM3NDaVSyebNmzU679dff83nn39OjRo1KFOmDGZmZrRp04aTJ09Sr149MjMzmTp1at72T3s8Gxi8/APC0DB3PWV6evorz/3555+TmJiY9wgJEWtKnnrwT4VHDx2b7qhSqfOmcfs0rfLCbeq4tqC2SwsAjt7ZRlD0nTcUHejpK6jTqhq1Wni9sXOWdNsXH0WlVOHb3OuFN0WE592+FMixrZcAGDCpE5bWZSSOSPdlpmex6KtNxEYkYuNgxYfTe4kLzUI4vvUSf8/dh0qlpkmXWgya2gW5QreW9uiayJBYZo9fxb1rj9A31EeZI2YlFSQnW8ndq8F5X1dwsea71aPFGvwC3PN7xI8j/+L8gRvI5TKad6/D53++T9W6blKHJgjF6unU7f/Oki4qjf6aHT9+nKVLlwK57aSCg4PZuHHjK/fp1asXarWaY8eKZ62pgYEBP/zwQ158T0eTjYyMAJ4bFX9WZmZuVUxj41evPzI0NMTc3DzfQ8h1PyA3gTY20b0LzGunAgBwqvzy5L5hpbZ4VqiFWq1i/431RCQ8fiOx1WrhxeCpXeg8rLkYqSmksKBozu69BkBjUVm00HYtPc7je+GYmhsz5LOuzy1pEJ6XFJfCws//JiUhDafKFXj/m3dR6FidB110du91Vv28E2WOkjotq9FrXFupQ9J5qUnpLPx8Aws//5s7l4OkDqfEadrFFzNLEwZM6sSwL7uJQpOvkJacwbrZe/n9s7+JCU/AysaCD//Xm97ifSqUYo8f517Xx8bGFrDlq2l0BbBo0SIAOnbsyPTp01EoCi5GUK9ePQBu3bqlyalfqWHD3HYQKpWKwMBA4N/p2QkJCS/tGfY02X66rVB0oU/imDp+DbP/t0vqUJ5z1+8Rc8avYs7Hq166jUwmo2XVHjiXr0KOKptd11YQlxpV7LH5nQwgLTmD8hUs8awj7gAX1t5Vp9jw237WzNgtdSglRk62khX/20FGaia2juUo7yA+7wojOjSeRV9vIjM9C8/arvT46M33ji+Jrh6/w5/fbiUuKpHjWy5JHU6JoFKquOf3b1Xz8hUsGTezv1iDXwibfj/EzqXHUeYo8W3uxdRFw8UMpQLcvRrMzx8s5cimC6iUKkIeiFaugvacPHmSLl26YG9vj0wmY/v27fleV6vVfPvtt9jb22NsbEyLFi2KNUc0NDRk2rRpfPvttxodR6ME+ty5c8hkshe2hXqZihVzewRHRERocupX0tfXz/t3Tk4OAB4eHkDuKHNYWNgL93uabD/dVig6tRpSkjOkDuOFVEoVwQFhBfbEVcgVdKjRH1vzimRkp7Pz6nJSMoq3UFx2Zg4XDt0EoEln32I9V2mSkpjOmT3XUKlEo+OiiAlP4K/vt/Lzh8uIComTOpwS4/HdcJZ+v42YsHhObhdtrgrr9sWHTB+2JF8FYDHTpvB6j2+HR00nJi0YSmVfUW36VdQqNYc3nOfXCauJCo3DysaCcTP702loM7GE4BWyMrLZ8ecxfv5wGef3X8973sXLXhTqFDSSmppKzZo1WbBgwQtfnzFjBnPmzGHBggVcunQJOzs72rRpQ3JycrHE065dO7755hu++eYbjY6j0adJVFTuyJyrq2uh99HTyy3ukJ1dfBUTn71z8TRhd3Jyypv3fubMmRfu9/T5+vXrF1tsbxNdvkCSy2WvjE9fYUAX36FYmpQnOSOBnX7Lycx+9dp4TZ3Z7QdAtXrulLURywKKSk9fgUdNJ6nDKDHu+T0iKS5F6jBKnIArQfxvxJ/5kkGhYM92Gajs48ykBUOxKCf69xbG2ll7CA4Iw9TcmNE/9qHFu3WkDknnPb4XwYyPlnN+f+4a33b9G1G/TXWpw9J5EY9i8gYZDI0NGPplNz5f8j7vvFdXLPcRXkuHDh2YPn06PXr0eO41tVrN3Llz+fLLL+nRowfVq1dn5cqVpKWlsW7dOgmiLTyNEuina4XT0tIKvc/TuefFOU169uzZAHh6euLg4ADkTs199913AfLWbT/r7NmzBAQEoK+vT9euXYsttrdBGXNjxk/pyPTZ/V5a8VxK3Ue1ZPqGcbh4ObxyO2MDU7rWGoaJQRliUyLYc301Ocriu/ET9SSOu37ByBVyGnX0KbbzlEam5sZ88ddIPvqxD9b2YkpyUdVoXJmhX3TT6ZteukSZo8r7t4ePM7XfqSphNCWLXC6j17i2OHrYMeHXgZSvYCl1SDovMTaFeZ+u5cLBm8gVcnp81JoBkzqJHr4FyMrIZt2cvSyfvp0bZ+9x/uBNqUMqUYxMDIgNS8DQyIB3P2jFJ78Nxt7NRuqwBB3x33a+T+tIFUVQUBARERG0bfvvuntDQ0OaN2/O2bNntRmu1mmUQD8defbz8yv0Prt3565VrFr19S84Dh06xOeff05QUP4CG4mJiYwfP57169cDPDc8P3nyZAwMDDh48CAzZ87MWwv96NEjhg8fDqCV5tpvu9SUDJxcymNZ1hQHRyupw3lOGUsTzCxM8GnmWeC2FsZWdK01DAM9Q0LjgzjkvxGVWlXgfq/r9K7c91LDDjVFkaIiSE1KJ+pJLHr6CrqPail1OCVKGUsTBk3tTK0WXrTq3UDqcEqUiu62fPS/3gyc3AkvUb22UFQqNX98sZHo0HjK2Vny8ZyBoudxIeRkK1k7aw9b/ziMSqmifltvxs8eINqqFYLfyQD++nYr6n+W+ugb6NFleHOMTESBsVdJjE1h/pT1rJuzl7SUDJyrVGDygiF0HtYMfQPRKqwkuJLqysUUd60+rqTm5n6Ojo75Wvr+9NNPRY7v6XJeW1vbfM/b2toW61JfbdDoCr1t27ao1WqWLFmCSlVwUnHlyhVWr16NTCajffv2r33e1NRUfv75Z9zc3KhYsSL16tXD19cXGxsb5s+fj0wmY9q0afTr1y/ffq6urvz555/I5XKmTJmCo6MjtWrVwsPDg7t371K7dm1mzpz52nEJuVQqNYH3c4tQeOhYP2iAa6fuArntrAoz4mZdpgKdag5CLlPwIMqfk3d3vbQQnaZunrtPQkwykY9iKFPWtFjOUVptW3QUpVKFdyMPsU6wCJIT0tjy+2EAOg1thmvVV8/MEP4VGhiJ38k7KPQUDP+6O86eutW+T1fFRSYyd+IaQgOjsChnxvhZA8TPrpCOb7vMwi82kJqUu6QoI7Xooz5vuy7vt6BN34ZMXTRcfN4Vwvn9N/hxxJ9cOxWAQk9B236NmLpouKhw/pYLCQnJ19L3888/f+1j/Xe2qlqt1skZrM/SKIEeO3YsxsbG3Lx5k5EjR75yXfOWLVto3749WVlZmJubM2rUqNc+b+3atfnyyy9p2bIlCoUCf39/AgICcHBwYPDgwZw7d+6l1dUGDx7MqVOn6Ny5M+np6dy+fRs3Nze+/fZbTp8+jampSFq04f4//aAr6Vg/aMhdw5iRlklZa3Ocq9gXap+KVu60rd4bkHEz5Dw3n5wvlthUShU/jfyL+VPWkxBdPAUUSqvIkFhO7bwKQI+PWouCMUVw/sANLh+9hUIhZ8gXXTE1f3UrPyGXWg3rZu/lzqVADI0M+OCHXtg5lZM6rBIhOT6VeZPWEnTrCabmxoz9pR+etV2kDqtEuOf3iFljV7D0u615a8t1/FpTp1w9dpuYsHjK2Vnw8ewBdBraVPy9KEBSXCrLftjOX99tJTE2mdCHkaSniJs3b7P/tvM1NCz6DZWnM37/O9ocFRX13Ki0rtHoE8PBwYF58+ahVqtZsWIFbm5ujB49Ou/1pUuX8tFHH+Hh4UHv3r2JjY1FJpOxZMkSLCxev6qfo6Mj06dP58iRIzx69Ii0tDTS09MJDAxk5cqVBRYBa9SoEbt27SI2NpaMjAwCAgKYNm1aXq9oQXNP+0F7VLHTubtI2Vk5+J/PbaDu27zgadxPedjVoLFH7syJs/f3k5QeXyzxpYsRhde2b/UpUhLTsHexplm32lKHU6Js+O0AUU9yq9YOntoFmSgYUyjKHBVLf9hGcEAYZhYmjPmlr2g3VEjpKZn8/vkGAq4EYWhsgG9zL6lDKjFiIxJJjP23CGDnYc0ZMKmTmFpbCMEBYcwYvZyLh/yRK+S069+Yib8NwtZR3PwqyI0z9/hxxF9snH8w7zlzK1MatK8hbuIIRebq6oqdnR2HDh3Key4rK4sTJ07QqFEjCSMrmMa33N5//33++usvjI2NCQ0NZfHixXkJ09y5c1myZAkPHz5ErVZjaGjIsmXL6NWrl8aBC7rtcXAM6elZmJoZUdFJ99ZBXz1+BwDfZp5F+tD3dW6CvaUL2cosjt7eWmxTuSF3bWr1BpWK7filUXpKJjuXHgeg46AmmFuJGSWFlZmexdLvt5GVkY1XXTfa9dftP166JCsjm0VfbiQsKAqLcmUY80s/yoi1qYWSlZHN4q83sX3JUTb8dkDqcEqk8hUsadmrPvXbevPJ3EHiBk4hZKRlsWbmbpb9sI3UpHScKldg8sKheDcSbUwLkp6ambeEAODdD1rRf2LHf+oZWEsYmaCLUlJSuHbtGteuXQNyC4ddu3aNx48fI5PJmDBhAj/++CPbtm3D39+foUOHYmJiQv/+/aUNvABambMyfPhwAgICmDhxIu7u7qjV6nwPBwcHPvroI+7cucOQIUO0cUpBx6lUah7czZ2SUdmrcNOk36SAK0GkpWRgaW2Oa7WKhd5PJpPTqup7KOR6hMQ94E5Y8fSCtbYvy3drxzD0i26YlBEzI4riwoEbBN8J5cHNEDEtr4jCg6PZMC83iTE2FevbiiItOYOFn28gOjSeoFtPSE3OkDqkEkOZo+Lo5ouolLm1VGRyGfXaeIsRrUKKCU9g4ecbSE5IpWIlWyb/Poyq9dylDqtEuHbqLj+NWsqdy4HkZCsJua/bhYt00aO74WSmZ+FWrSJT/hhGt5HvYGCkL3VYgo64fPkyvr6++Pr6AjBx4kR8fX3zCj1PmTKFCRMmMHr0aOrUqUNoaCgHDx6kTJkyUoZdIJm6GIbQkpKSiIqKQqlUUq5cOcqXL90VNpOSkrCwsGBE/3kYGIi1g081aeFJDV9nzpy8y/UrwcV6LkVoTJH36TikKXK5jLN7rxMXmVikfa8Gn+TM/X0Y6BkxoOEnmBlpv2/z5N+H4uhhx44/j3Fk0wWtH780MzIxICMtS+owSixHDztxIfmazCxNSE1Moxgnp5R6Pce0oVm32lw+eot1s/fm6yEtvJxl+TIM+6p7XmGsfatPs3/tmbzq08KrWTuUJTr036VZzp4VePTPcjTh1Syty9Djw9b4NK0CQFxUIlsWHubm2fsSRyadrJwMFh/7jsTERMzNtX+N+CpP85JplyZjpOVibxkpmXxXd6Yk35cuKZbhGXNzcypVqkSVKlVKffIsvNzp4wEs/PVAsSfPr2vvylPsXn6yyMkzgI9TY2zMK5KVk8HxgO3FMpX75I7c0e2mXWshF+tRi0Qkz5p5NnmWK+SipVoRpCT8mzzL5DLeea8u+oZiXWpRBN8JRZmjpE7LanzwQy+MTAykDqlESIhJZt6ktXl/OzoMasKwL7tLG1QJ8mzyXLWuG5/OG8Lwr7tjZiEGRgqSEJ3Msh+2seirTcRGJGBlY8HIb9+jYYeaUocmCMVCo6ui4cOH8/777xMeXvg7dNHR0Xn7CUJJJZcraF3tPeQyBUHRd7gfeUPr57hy7DYpCWlY2VpQvaFYl/U6zCxN6DexA82715E6lBLJ3MqUsTP68e4HraQOpUTqPa4t737Qive/eVfchCiCy0dvs/jrTWSkZVKllgvjZw0Qbf0KSZmjYvPvh1j1yy6yMrK5fvqu1CGVSOXty6LMUeLT1JPPlozAW/wNLpTbFx/y48i/OLDuLDHhCXn1ZgRBE3K5vFgeGsWkyc4rVqxgxYoVxMcXvhpxUlJS3n7C28GyrAkVHMpKHcYLKfTkVKvvTsP2NYq8bzkzO+q4tgDgRMAu0rNSXrl9UeVkKzm77xoAzUVF6ddSvUElGravSachTUVBsdfg4G5LJW9HmnWrTe13qkodTolz6fAtsjKyqVrXXVQ2L6KAK8HMn7yOpPjcdb2fzB2EtY7+HdFFl4/c4vuhi7ly7Hbec2aisF2hndxxhdnjVxEWHI15WVNGfvceAyZ3ErUhCiE7M4c9K07y44g/yUzPnQ0mk0G/Tzrg7u0ocXRCSSSTyQr1eNW2/31NU2JemVCs6jf2YPCI5gTcCmX+rH1Sh/Mc16oV+eCHXqQlZ3DxsD/KHFWR9q/j2oKHUbeITYng5N3dtPPuq9X4Tu/2o1XvBnj4OGPvak1YULRWj1/aXThwg0YdfXDxtKfbiHdYPWO31CGVKHcuBXJg3Rna9W9M30/aExoYRcSjotcbeFsF3nrCX99tZdT3PfFt7kVGehZ//7pPrI8upJD7kcydsJqPfuyDtUNZxvzcl+nDl4g10YWUFPfvTd0yZU2Z/PtQ7lwOZPOCQ2Rn5UgYWcnw5EEks8asoOPgprlVztt4U9nHmTUz93D/2iOpw9N5z75P67SqTsMONWnYoSbnD9xg51/HSElMf8XegvCvadOmvfL1PXv2cPnyZWQyGd7e3tStWxdbW1vUajVRUVFcunSJmzdvolarqVOnDp07d9Y4pjeeQGdk5FYmfZ2G20LJExyYm/C5ediip6cgJ0e3Lnwe+oeQGJuCRTkzqtRy5fbFh0XaXyHXo1XV99h0cSH3Iq7jYVsDNxvtjdQlRCdz48w9qtV3x8HdViTQRaRWw6b5B/l0/hDqtq7O2X3XeXgzROqwSpS9q07j4ulAlVouvP/Nu8wauzJvVEEoWMCVIFb+tJNhX3ajYfuaZKRlsW3REanDKjFiwhOY+8lqRn7fk4Przork+TV51HTCvKwpDdvXpKK7LUt/2EZcRNHrf7xtcrKV7Fx6nJvn7jNgcidsHKzEKPRruHXhAad3+9Gksy8N2tXAu6EHO5ce5/z+6+KGolCgpxW7X+T777/n8uXL1KlThyVLllCz5ovX3V+7do1Ro0Zx+fJlOnXqVGBSXpA3vijrzJkzANja2r7pUwsSiAxPIDEhDQMDPVwr2UgdznPUKjV+JwMAqP2O12sdw9aiIr4uTQE4EbCTbKV2k4sdfx5j2oCFXDrsr9Xjvi1C7kdwdu81AHqNayvWohaRWqVm5c87SYhOwtaxHAMmdZI6pBLn+um7rJuzF4B3etSl45CmEkdUsiQnpPHrx6vwP/8g7zlTc1HYqSiuHr/Dwi82kJKQhqOHHVMWDqNG48pSh1ViBN0OZcZHy1k9Yzc3ztzLe178HhZOWnIGG+cdYM74VTx5GImpuTH9PunAxN8G41TZTurwhBLq0KFDfPfdd1SpUoVjx469NHkG8PHx4fjx43h5efHdd99x+PBhjc5dpBHo77///oXPL1y4EBubVydHmZmZPHz4kJ07dyKTyWjcuHFRTi2UYHfvhFGvYSU8qzpwXwdbQlw5dosW79ahRuPKGBjpk5WRXeRj1HdrzYOImyRlxHM56DgNK7XVWnyvUyVcyG/38hPUbFIZexdrWvasx6G/z0sdUomSkpDGsunbGT9rAD5Nq9C6d30ObxSt1Yri4iF/DIz0efeDVgTfDpU6nBLn2VEqK1sLJv42iEtHbrHzr2NiBKuQ7vk9YuaYFQz9shuuVR0YMa0HJ7ZfZsefx8TIfiFkZWTnu5Fdpqwpny95n+un77Ljz2Oi+0MhBAeEMWvMCpp1r0PHQU1w9rSnz8ftmTlmhdShCSXQ/PnzUavVTJ06FROTgms8mJiYMGXKFIYPH868efNo3br1a5+7SAn0t99++9zCa7VazR9//FHoY6jVaoyMjJg8eXJRTi2UYAG3Qv9JoO3ZtVXqaJ73KCCc6NB4rB3KUqORB5eP3i54p//QU+jTpEon9l5fw9Xgk3jZ18LSRPst3Bw9bAkPjhEXO0WUlpzBtsVHGTy1C406+nB088Uir3d/2wXfCWPT/AO807MeN97i3p6aOL3LD//zD0iITpY6lBLNs44r5lZmtOpVn3J2Fqz+ZbdY01tI8dFJ/PbpWjoPa0br3g1o3r0O6amZ7F15SurQSpxq9dwxszChcSdfqtZz5+9f93HncpDUYek8lUrN8a2XuHLsNt1GvMOZPX55ryn05KhUatG7XCiUy5cvA+Dt7V3ofZ5u+3Tf11XkuYxqtTrv8bSS2bPPvexhaGiIi4sLAwYM4Ny5c68cZhdKl4BbuaMtTq7lMdbRfp6Xj94CoHbLaq99DDfrqjiV80ClVnLq7h5thZZn8GddmPz7MFEN+TVdPnKLrYuOMGP0cpE8v6Zz+28w46PlRD2JkzqUEuvZ5Lm8vSVNu9aSMJqS6eyea6z6ZRc5WTn4NPVk3Mx+lBEVpgtNpVSx86/jLPpqE0G3nnBEzCZ5LecP3GDepHXEhMVT1tqcj37sQ/9PO2JsJtZIF0ZyfCprZu4m6JkZOW36NmTS/CG4eNlLGJlQUjztApWYWPiZmk+3LUoHqRcpUgKtUqnyPdT/zJvy9/d/7rX/PtLS0nj48CGrV68WyfNbJjEhjfDQeORyOZV19EPxaQJtXtYUueL11sjKZDKaVumMXCYnOCaAoOgAbYZI6MMoAN55r65Wj/s2Ob71EukpmVKHUaI9O/vB3dsRIx29KabrTMoYMX7WAHqNbUvLnvWkDqfEuXzkFr9/voHUpHRcvByYOG8wto7lpA6rRLl98SG/frImX1HARh1roqevkDCqkuXBjcf8/OEyjm+9hEqlpkG7Gnzx5wiqN6gkdWgljp6+gsadfHH0sGPib4Op16a61CEJOs7ePjen2LRpU6H3ebrt031fl0bVdJycnHBycsLAQFxACa+2b6cfS/84yr07YVKH8kLRofH8MGwxM8esQKV8/dFJK1MbfJyaAHDq7m6UKu1NKzy79xqZ6VnYu9pQpZaL1o77tvJt7ilGCjTQoH0Nxs3ox6ApXdBCS8W3TlpyRt7Uxe6jWtLi3ToSR1TyPLwZwpyPVxEdGk85O0s+mTuIiu6iQOnrat69Dn0n5BZ2srYXPbcLKysjm62LjvDbxDVEhsRiUa4MXnVcpQ6rxMnJVvLLR8s4t/86KQlp+YoGCsKLdOrUCZlMxpIlS1i3bl2B269Zs4Y///wTtVpNx44dNTq3Rgl0cHAwQUFBVKok7rQJr3blYiBXLwaSrsNFNqJDNZvO8VRdt5aYGpQhMT0Wv0entXJMgPTUTM7tvwGIUWhN9RrbhmFfdqfr+y2kDqXECguMQqlU4d3Ig3YDRFHI13Fg7Vn2r8ntTNHjo9Y07SKmcxdVdGg8cz5eReCtJ8SExxMVKpYXvK6oJ7GkJKZRsZItk38fSq0Wr9eZ4m31tFL37hUn2bn0RN7z+oZvvGNsiZWSkMb6OfuY/v4S0pIzpA5H0HGfffYZ5ubmqFQqBg4cSOfOndm6dSshISFkZWWRlZVFSEgIW7ZsoVOnTgwePBilUom5uTmfffaZRueWqdWifqWmkpKSsLCwYET/eRgYiJYGUlCExmjtWAZG+igUctJTX3+qb0C4H4f8N6In12dg44mUMbLUSmzl7Cz4esWHyOUyfhz5FxGPtPd9v03cvR35ePYAAH6dsDrfGiyh8Oq18Wbg5Ny2Vn9O28LNc6K42OvoPKwZbfs1AuDvufs4u/e6xBGVPHr6CoxMDEhJTJc6lBLNsnwZhnzeFXdvRwBO7/Zj26Ijokjba5LJYMwv/UhNTGPT74dISUiTOiThDcnKyWDxse9ITEzE3Nz8jZ77aV4y4PAvGJgaafXYWakZrG09VZLv60VOnz5N586dSU5OpqCUViaTUaZMGXbt2kXTppq1kxQNUYU3poJDWdp19qFaDUepQ3mplr3q8b+N42iu4XTKKnY+VLB0IUeVzZl7+7QUHcRGJOb1oHynhxiFfl0Pb4Zwbn9uktLn43avve79bXfx0E1ObM+tZDloSmexBvU17V5+kiObcgs59Z3QgZpNqkgcUcmTk63Mlzy37d+IQVM7i/W8RZQQk8z8yes4sO4sKpWaJp19c6d0O4gp3a/D0cMOd29HfJt78cWSEWJUXxC0rEmTJty4cYOePXuip6eXV+D6vw99fX169uzJzZs3NU6eoZBtrFq2bAnkZu5Hjhx57vnX8d9jCaWfbx0XOnWvzdWLgdy6ESJ1OC+UFJeKoZEBdVpWy5ta+TpkMhnNPbuw4fwC7kfeoHpcPSpauWslxmNbLuLTtAruNRyRK+Qardl+m+348xjeDTywd7WhVS/RG/p1bVt8FHtXGzxqOjHi2x7M+XiVKNT2Gnb8eQyFQo67tyP3rz+SOpwSzcrOgvYDGqOnr6CsjQXLvt8qRqaLQKVSs2fFSR7efMygqV2wcy6HaRljotHOMqe3yeN7Ecweu5L+kzpS0d2WoV90o3aLqmxacJCEGNHOThC0wcnJiQ0bNhAZGcnx48fx9/cnLi53OY+VlRXVq1enRYsW2Npqr0ZGoaZwy+W5ozMymQylUpnv+adtrAp9wn+2/++xSjIxhbtw3CrZ8umXXUhNyWDq+LVF+r0piLamcBsY6fO/jeMwNDJgzvhVBAdoVvTs+J0d3HxynrKmNvRrMA6FXDtroarWcyfgSpBInjVUt1U1Bk3tQnZWDj+PWkp0mLhAfB1mFsZMWjAUK1sLtiw8nDcqLRSdgZE+WRnZUodR4lWp5cLwr7tjbGpEbEQCS77ZQnhwtNRhlTjmVma4V6+I38l/u0rI5DLRp7eIFHpy2vRpSNv+jdDTV5CRmsmu5Sc4vdtP/CxLKTGFu3Qr1NV8s2bNkL2gzOrLnheEFwkOjCItLRNTMyOcXcsTHKh7FzNZGdlcP3WPem2qU69NdY0T6AaV2vIgyp/41CiuPTpDbdfmWonz9sWHWjnO2+7SkVvUaVUNrzpu9J3QnvlT1ksdUomUkpjOkmlbqFzTSSTPGno2eW7WrTZqlZpTu65KGFHJdPdqML9+vJqR3/XE2qEsn8wdyKqfd4nKvkWUFJeSL3mu4GLN8K+7s37OPgJvPZEwspJFmaNi/9ozXD9zl74ft8e1WkUad/LhzJ5rqBEJtCCUNIVKoI8fP16k5wXhRVQqNXdvheFb15Wq3hV1MoEGuHDoJvXaVKdWi6psXXQkX9/bojLSN6aJRwcO3drExcAjeNjVwNxYe2vJ5Ao51vZliQyJ1dox3zYb5h3g/a/fZe9q7VVMfxuFBUYRFhgldRilhouXPT3HtAFAoa/g+NZLEkdU8kQ8jmX2+JUM+6o7VXxdGPHte+z86xhHN1+UOrQSq/OwZtg6lmP8rP4cWHeWA2vPoBIjqIUWHhzD3IlraNzJlycPIvNmkSn05MjlclGsTRA0FB4e/sIp3BUqVNDqeUTlHOGNuu2fe8faq3pFiSN5uQfXHxEXmYhJGSO8G3pofLwqFXyxt3QlR5XNybu7tRBhLjuncnyz4gPG/NwHhZ54K7+uuIhEZo5ZwcOburkuvyQyMjFg5Lfv4VnbRepQSqzgO2EcXH8WgB4ftqJVr/oSR1QypSVn8McXGzm18wpyuUyshdbQ6l92cfGQP3KFnA6DmjB+9gCs7CykDqtEUatzq5s/O8OtVa/6fLb4fSr7OksYmSCUTCqVioULF1KtWjUcHBxo164d/fr1o1+/frRr1w4HBweqVavG77//jkqlnaWP4qpbeKOeJtAubtYYmxhIHM2LqdVw8bA/APXaemt8PJlMRguvbshlcoKibxMUfUfjYwLEhCeg0JNjaW1OnZbVtHJMASzKmUkdQonXsmd9vBt5MOyr7qIytwZ2Lz/Jvn9mRnQb+Q7tBjSSOKKSSaVUsWnBIX6dsJqLh25KHU6JlpGWxZqZu1nx4w7SUzNwq1aRqX8Mo/Y7VaUOrcSSK+TUa+uNtUNZxv7Sj4GTO2NmIerpCEJhxMfH07RpU8aOHcudO3deWoX7zp07jBs3jiZNmhAfr3m9mzeSQD98+JALFy4QGRn5Jk4n6LCEuFTCQ+PJzMzBXofbYlw8eJPdy0+w8bcDWjleOTNbfJxzy+afCNhJtjJL42PmZCs5vjV3vWmr3vUR5Qg017RrLb5e/gF1WoqLQU0cXH+WhzdDMDY14oMfemJSRrtFTN4m+1afZvfyEwB0GtKMjkM0b7/xtnq237uZpQkTfh2Io4edhBGVXFeP3+GXD5fz0D/3fT7k865ambH1NlIpVcwas4IT2y+jUqmp16Y6X/w1krqtq0sdmiDovG7dunHu3DlkMhk2NjaMHj2alStXcuDAAfbv38/KlSsZPXo01tbWyGQyzp8/T5cuXTQuZKxRAh0dHc3ChQtZuHAhiYmJz73+4MEDateuTeXKlWnUqBEODg707NmThIQETU4rlHB/zD3AlHGreXhfd2+oxIQncHD9OeKjk7R2zHpuLSljZElyRgKXg45p5Zhn9viRlpKBnVN5qjcQFy+aMjIxxMBIn/dGt6FMWVOpwymxcrKVLP1+KzHhCZS3L8uIaT3EMgMNHFx/ju1/HgWg/YDGVKrhJHFEJV+X4c1xq1aRj+cMEL15X1NcZCLzJ61j76pT3L0ajP8FUaDtdWWkZbFl4WF+nbCK0MAozCxMGDSlM2N+7iumyAvCS6xbt44zZ3Jbzg4ZMoSHDx8yf/58Bg4cSOvWrWnTpg0DBw5k/vz5BAYGMmTIEGQyGWfPnmXt2rUanVujK5otW7YwduxY5s+fj4VF/jd4ZmYmHTp04Nq1a6jVatRqNSqVim3bttG9e3dNTiuUcLExKaiUb1/REX2FAc2qdAHgavAp4lI0L7iUkZbFmd1+ALTuLdZIaurIpguE3I/A1NyYXmPbSB1OiZaSmM6SbzaTkZpJpRpO9B7fTuqQSrSjmy6yZeFh9q48xYMbj6UOp8Tbtugoty48wMBQn6FfdKPjkKZiFs9rUKnU7F9zhoVfbMhrx6RvoEfTLrWQycUPtKgeBYQzc8wKdv51jKzMbNyqV0QhFzcfBeFFnibBLVq0YNmyZZiavnzgw9TUlGXLltGiRQsA1q/XrOuKRu/KgwcPIpPJeO+99557bcWKFTx8mNtqp2vXrvz22295Q+anTp1i48aNmpxaKCV0vQ1ajcaV+fB/vXD00E7zdVdrL1zKe6JSKzkRsEMrvbCPb7tMdlYOrtUq4qbDxdlKApVSxbrZe1HmKPFp6olP0ypSh1SiRTyKYfmPO1ApVTRsX5MWPepKHVKJdmL7ZfavPZP3tb6hnkj6XlNGWiZLpm3hyKYLQO7I/vCv38XASF/iyEqmZ3sZdx3xDr3GtWX8zP6UtXl7+8S+LpVSxeGNF/h51FLWztpDdNi/6zXFz1MQ/uXn54darWbMmDGF3mfMmDHIZDKuXtWsPaRGCfTdu3cBqFev3nOvPc3sW7Zsyfbt2xk3bhw7duygdevWqNVqjTN/oWRr0sKTaT/3omU73V7j49vMk6p13anftoZWjieTyWjm2QU9uT5P4gO5F3Fd42Mmx6fmFcbxquOq8fHedqGBURz6+zwAvca1FcVcNHTnUiDblxwlITqJB9fFyKm2GBjpM/rHPvT7pCNyMdL3WtQqNTv+PMaambvJycqhZpMqTPxtkEhSNPTobhgZqZm4ezvy2eLh1Guj23/ndVVMeAJXj/9bdNTFy55vVn5InwntRV0JQYC8VlVubm6F3sfV1TXfvq9L4zXQAPb29vmeT09Pz1vQPWrUqHyvDR8+HEDjzF8o2fT0FNjYWlCthqPUobzShYM3AKjTshr6BoVqm14gC2Mr6ri+A8CZe3vJysnQ+JgH159jzser2LPilMbHEnKLYIUFRVHG0pTe49tLHU6Jd3zbZX4atZQnD3W37kFJ4169Iq5VHWjQvgZDv+yOnr5C6pBKrIuH/Jk3eR2JsSno6euRnpIpdUgl2uUjt/jlo2UE3XqCsakRAyd3ZsS3PTCzNJE6tBKtSi0XFAo5jTv68NWyUTRsX0PMQBHeaubmuTc7w8PDC71PWFhu+7j/Lj0uKo0S6KfFwOT/WZ9x/vx5srOzkclktG7dOt9rTzP/qCjN138KJZf/PyNRlTzsMDLW3Slzd68G5/WErtG4staOW8ulKRbG5UjNSubCwyMaHy8+KongO2EFbygUSk62kjUz9pCZkUVYYJS4SNGC9NR/kxLXqg6Ur2ApXTClwJ3LQSybvp2crBx8mlZh1Pc9xfRjDQTfCWPmmOW56/bT/v1dFe/91xMbkcjcT9eyc+lxcrKV1GhUmS+WjBDLjDRwYO1Z5k5cQ1hQbpGxfhM7MuHXQVR0184SM0Eoaby9c1vNLl26tND7LFu2DIDq1TWbGaNRAm1mltsvNSIiIt/zx48fB6Bq1aqULZu/VZG+fu4feD097YzmCSVTTHQyEf/0Mfas6iB1OC+lVsP5A7mj0A071NTacRVyPZp75hYUux5yltiUiAL2KLwyliZYWpfR2vHeVk8eRvLtwD/Yv/YMWliqLvzDs7YLY2f048P/9cbUXEyP18SNM/dY9PUmMtOz8Kztypif+mBsZih1WCVWUlwqUU/+ndbXrFttRn7XE2NT8TN9HWqVmsMbzjNr3EpCH0YhV8iJDU+QOqwSLdD/CTNGr2DroiNkpGXiWtWBSQuG0HGwaG8n6CYXF5cX9mUuyrrll+nVqxcymYxt27bxzTffoFKpXrqtSqXi66+/Zvv27ajVanr16qXRuTVKoD09PQHYv39/vue3bNmCTCajefPmz+3zNNm2tRV3zN52t26EAFC9po5P4z5wE5VKTWUfZ62OmjmXr4KbTTXUahUnAnZqpaBY3dbVmbbqI7qNeEcLEQqpSel5/xZtmLQjNDCapLhUbCpaMfK797S2NOJtdc/vEb9P/Zu05Axcq1Vk/MwBogWbFpiUMaLz0GZUb1CJT+cPoYJLealDKrHCAqOYPX4lC6asJzE2Je95W8dyEkZVcqmUKo5vvcT04X9y+eit3BsTEQlShyUIL3Tp0iXCw8PzHocOHQLQOIEFGDFiBFWrVgVg+vTp1KhRg1mzZnHy5Enu3r3LvXv3OHnyJDNnzqR69er873//Q61W4+XlxYgRIzQ6t0ZXhJ06dUKtVrNkyRL++OMP/P39mTRpErdv3wagR48ez+3zdO1zxYpiGs/b7tb13AS6Wg1HnZ4mFx+dxN0rQQDUb6edYmJPNa3cCT25PqHxQdyNuKbx8UIDozAw0se3uRc2Fa00D1AAwN7Nhknzh2p1FsLbKjk+lcVfbSQtOQO3ahUZNLWzTr//S4LggDDmTVpLUlwKFuXMxCi0FqQlZzB/yjriIhOxqWjFxN8G49vMU+qwSqycbGW+GghV67nz5dKRvDe6DfqG4iba60iKS2HVz7uYM35VXiFRAA8fZyq4WEsYmSD8y9raGjs7u7zH7t27cXd3f+Ega1Hp6emxb98+PDw8kMlk3L59mylTptCiRQu8vLzw9PSkRYsWTJ06lYCAAGQyGZUqVWLfvn15M6Jf+9ya7Dx27FgWLlxIeHg4Y8eOzfdaw4YNeeed50fBdu3ahUwmo2lTMd3kbffgXgQZ6VmYW5jg6Fyex8Exr30spUPxjg6cuRiIYVlTQuLTtXouU8pTK7UTF/22c/jWJkKzIqjn2w0T49erAhuSqeKG3yNq+DrTengLVi89qbVYC6IIff3/f7quiq8zDu42vPtBS+76BRMXkSh1SCVaxONY/vp2C6N/6oNPU0+6jWzJ9iVHpQ6rRAsLimbuxDUYmRgSFaJZdVEhV8j9SGaOWcHQL7pRpZYLw77qjtOmC+xaehyVSqzr0ISLZ27x2ebda+NZ24U1M3fzKKDwhYCEfwUH/Fv/xNDYgEFTOlOmrCknt19m3+rTZKRlSRidIPwrKyuLNWvWMHHiRK21sa1YsSJ+fn5Mnz6dJUuWEB8f/8LtypYty8iRI/n6668xMdG8oKFMreG80Tt37jBo0KB8VbWbNm3K+vXrn6vOff36dXx9fZHJZBw7doxmzZppcmqdkZSUhIWFBSP6z8PAQKzpK4reAxsil8k5dsifyLc0KVEqszlyejkPgi4BoK9niK93e2pWa4O+XtFHkpxdrZnyTTeUShXffbaR2JjcKXMqlYqsrDRkcjmGBtqvhlqaE2iZXMa4mf2p5O3I/euPWTBlnVgXrQW1Wngx9ItuAGxeeIiT269IHFHp4uHjTEZqBiH3RfVzTcjlMjoPa07rPg0AuHM5kEVfbhSfARryrO1K/087Ylm+DCqlikMbzrF/zRmUOS9fxyi8mpmlCb3HtcOnaRUAEmOT2bb4aL52WMKbkZWTweJj35GYmJhXLfpNeZqXDDj8Cwam2m15lpWawdrWUwkJCcn3fRkaGmJo+Opr1o0bN9K/f38eP378XI6oDdnZ2Vy9ehV/f/+8NlVWVlZUr16dWrVqaTzq/CyNE+ingoKCiIiIoEKFCri4uLxwm+vXr3Pt2jUABgwYUGoKiYkEWtCGsMh7nL20iaiYYABMTSypX+tdqrg3QCYr2mqLMZ+2p2r1ipw+fof1K88A4Od/gMBHV5HLFZgYW+DqWJPK7g20Fn9pTqABytlZ8Nni9zE0NmDrH4c5vu2y1CGVCq1716friHe4evwOK37cIXU4pUbFSrZ8PHsAapWaxd9s5uHNEKlDKvF8mlZhwKRO7F11mmNbLkodTqlgbGZIzzFtqNsqtyLukweRrJ6xm/DgaIkjK9m86rjSc0xbrB1yC/ne9Qtm04KDYnbKG6QLCXSn7fPRN9VuXpKdms6e7uOee37atGl8++23r9y3Xbt2GBgYsGvXLq3GJAWtJdBvM5FAvz1MTA2p28Adv0tBJD1TYEpb1GoVD4Iucf7KNpJTYwEob+VEjaqtcHPyLfTvl7uHLRO/6EJOjpJpUzcSHRnHzYCjhIYHkJ2TiVKZTUzcE8qYlaOeT1c83OoVOUn/r9KeQAM06uRD34/bk5WZzYzRy8XFiJbUbFKFG2fuihE9LTIyMWDkt+/h4eNMVmY2y6dv59aFh1KHVeKVtTEnPiop72tjU8N8LdqE1+PTtAq9x7fDzMKEv77byo0z96QOqcTT01fQqnd92vRtiIGhPjnZSqa/v0QsQXpDSnsCXdQR6EePHuHm5sbWrVvp1q2bVmOSQukYAhZKNJlMhlslG7KzlRqtg34TRo5pRWUve4yM9Dmw57rWjy+TyfFwq4+rUy1u3jnClRt7iYl7zNHTyzkhX41TRW883OrhXNH7ldO7H96P5F5AOK7u1ri4WpMQl0rNqq2p5d0BgLiEcCKiHnD15j7OXdmCpUUFbMo7a/37KW3O7rlGzUaV8arrxpDPujLn41ViuqEWXD99N+/fMhmUKWtGUlzKK/YQCpKRlsWirzYx9MtueDf0YMS377Hht/2c339D6tBKtGeTZwMjfSbOG0zQ7VA2LThIdmaOhJGVbNdO3eWh/xN8m3vmS54NjPTJysiWMLKSKydbyYG1Z7l85BbvjW5DZkaWSJ4FrTE3Ny/SjYHly5djY2NDp06dijGqN0ck0ILk2naqSdf36uB3OYi/fj8idTivdP7MfSp72dOouScH997QSuupF9HT08fXuz2eHo3xDzjO/aCLJCRGEPTYj6DHfujpGeLqVBMP13o42ldDoXj+rfz3qjNkpGeRmJAGgEKhj0qlQi6XY2VZASvLCpiblWfnwV+5fvsgLRsPRaHQ3vqQ0mrt7L18vuR9MtOzMDY1JCVR+zMR3lYKPTn9P+1IpRpOzJ2whvjopIJ3El4qOyuHpd9vo9/EDtRv403/iR2xKGfGgbVnpQ6tVKji64K1fVlsHcvhVNmOZdO3i1kpGkiOT81XB8HcypQpC4dxepcfhzacEzcrX1NsRCJLvtmMnr4i7zlL6zIMmtyZncuOi+JtQrFTqVQsX76cIUOGaHX57sqVK7V2rGcNGTKkwG3EFG4tEFO4NePoXI7Pvn2XzIxspoxbQ06OUuqQXkpfX8GPv/bHxNSQ3+fs5/bNJ2/kvGq1mtj4J9wPusSDoIskp8TmvWZoYELHVmOpYOtR6OOpVErkcgWZmWms3/4NOTlZDOk9E339129/8zZM4X7KxtGK6NB41KISr1aZlDFiwq8DsXMqT8TjGH6buDZfL27h9XUa2ox2/RsBsOqXXVw+ckviiEoHj5pODP6sKxblzMhMz+Lvufu5cuy21GGVCq161afbyNxuLqEPo1g3Z48oiKcl/T/tSIN/2nJePOTPzqXHxawfLSvtU7iL8n0dPHiQdu3acffuXSpXrqy1WBQKRbEMZKlUBd+s02zRoyBoQcijWOLjUjE00qdK1QpSh/NK2dlKzp/OnV7W9B2vN3ZemUxGeStHGtbuwcD3fqJHx8+o4dUKE2MLsnMysbJ0eOX+zq7WlLUyfe756LhHKFU5lLW0R1/fsMAPIrVajAAARIXE5UueZXLRyFgb0pIz+OPzjcRHJ2HnVJ4PpvfCwEjMitCGPStOsmn+QW6evc9VkeBpzf3rj5kxejn3rj3C0NiAIZ93pff4dvlG+4TXc2TTBVb8uIOUxDQc3G2YOG8InYc1Ez9bLdi17ETeco56barz9fJRtOnbQPxshWLRtm1b1Gq1VpNnyL02Lo5Hoc4tRqA1J0agNddnUCOatazKqWN3+HvVGanDeSVbOwu++akXKpWKrydvICEuVbJYVCoVcQlhlLeq+NJtOnbzpVP32pw9eZe1y0/lPZ+dncn+Y38QEnabRnV7UrNq6wILiYWG3+Xyjd1UcW+IZ6VG+V57m0agn9I30KPriBaYW5mxfPp2qcMpNWwdyzHh14GYmhsTcCWIxV9vEtM3i4FcLsPQxID0FFEES1MyuYwOA5vQtn8j5HIZp3ZeYdOCQ1KHVSqYWZrw3ujW1G5RFYCIxzGsn7OPoNuhEkdW8jlVtuO9j1rjWi33GiImPIFti45w89x9iSMr+cQIdPF7/PhxsRzXycmpwG3EGmhBJ9z0e0yzllXx9nFiw+ozOl2NNzIikbt3wqjiZU/jZlXYs/1qwTsVE7lc/srkGeCOfyhtO9WgfmMPDu65TmhoFIHBV7hyYy+JydFUrOCJT7W2BZ5LqczhcehNQsPvEhp+l5Pn1+LhWp+a1VpjZan9fn4lgU1FK5p09kWhp+B2W28uHLwpdUilQmRILIu+2sjYGf3wrO3KwCmdWfXTTp3+XCiJeo1vh3v1ivzxxcZ8xbGEolOr1OxddYrAWyF0G9mS/WKdudakJKSx8sed+J0IoNfYttg5ladWi6oigdaCx/ci+PWTNdRpWZWuI96hfAVLnD0riARaKBEKk+gWFzGFW9AJ9wLCyEjPwrKsKY7O5aUOp0Cnj91BmaPC1Oz11wy/KUEPo7h3J4KoqEhiki+xbe8vHD2zkuycTBrX7U3rZiOAgtd8pKTF8zD4CrblXWhavy9V3Bvy6MkN/t7+LWu3fsmDyLcveQwNjGLPytxR/Z5j2mBtX1biiEqPRwHhLP1uG8ocJTUbVcbB3VbqkEqVMpYmVK3rhp1TeSb+Ngh7NxupQyoVAq4EM+OjZSTH/zszyadpFRR64nJLUzfO3OPHkX9yZNMFdi07nve8+Nlq7vLR20wfvoTdy09w6O/zec9b25fFpIyRhJEJgm4SnzqCTsjJUXHHP/duclXvV4+o6oLrVx/x1aT1bFxzTupQXkmtVhMZHcSIEaPw9fVl4aLZyBVQ16cLPTt/Qc1qrTExzp2CI5e//ONArVYTFnGPpJRY3F3r4O3VkoZ1etLunQ9pVKcnegoDIpNCUap0twBccTmy6QL3rz/G0NiAwZ91Qa4QH6vaEnAliFW/7OKPrzbx5IEoHqRNyQlp/DphNWHB0ViUK8PHs/vj4SNa2WnDszMlfJt7Mvzrd5kwZyBWthbSBVVKpKdksuPPY3mtrWQyGP1jH3qPa4uRiYHE0ZVsWRnZHFx/jsz0LCD3Zztoame+Xv4BzbrVFn/bBOEZhZrCXatWLWQyGZs3b8bV1TXv+adzzx0cHFAoROEBQTMH9lzj8P4bPAqKljqUAimVKpJ0vH1RSNht/AOO8yT8DqjV+PrWZubMmdhZe7J9Q24P66fVuAuSmZXGw+DLmJpYYGmeOxJooG9EBZtKVLCphLtLbQyjU1AU4liljVqlZvWMXXy26H2cPe3pMKgxe1acKnhHoVD8TgTk+1rfQI/sLNFvVxsSopP57ZM1jPzuPSrVcOKj//VmzczdXD1+R+rQSo3MtCxSk9Jx9rRnysJhrJm5G//zD6QOq9Rwr+6Ih48zHj7OVK3vzoa5+7lzOUjqsEoFM0tT9A30MTU3pueYNjTu5MPWRUe4ezVY6tAE4YXCwsLYt28ffn5+xMbGolAosLGxoU6dOrRr145y5cpp7VyFKiIml8uRyWTcvHmTqlWr5nteLpdz48aNfM+/bUQRsbebja05mZk5ef2WdUFaehKbdk0nNS0B8zLlqVm1DR3a9eTz795FpVLz49dbCH0S98pR52dFRgex98gC0jOSsbf1wKlidRzsqmBr7Za3zdtYROxZPk2rMPzr3J/vgsnreHAzROqQSh07p3J8+L/e7Pjr2HOJtfD69PQVDJraBd9mngBs/v0QJ3dcKWAvobDK2pgz7MtuuHjldks4tuUiu5adICf77ZuxUxw8ajrR75MOlP9nCc2lw/5sW3yEFB2/yV0SyOQyGnaoSeehzTCzMAHA//wDdvx5jMiQ2AL2fruJImJvTmpqKp9++inLly8nOzv7hdsYGRnx/vvv88svv2BiYqLxOQt19fy0pPeL1kiKIt7C26xzj9pM+7k3rdp7Sx1KPvr6hlT3bI6RoSlJyTE8DL7M1h3LWfT7Gh4FP8HC0rTQyTOAoaEJjer25J3GQ1CrVZy/so3jZ1cTGnG3GL+LkuXaqbuc33+DjNRMDIzFVMLiUK+tN1a2Fgye2oXqDSpJHU6pkZOtZMWPOzix/TJKpYro0DipQypV4qOS+O3TtRzbegmAd96rxydzB4maCVpy//pjfv5wGce2XESlUlO3dXW+XDqK+m116+9ySaRWqTm75xo/DFvMsa2XUOYoqd6gEp8teR8Xz7ezeKigWxISEmjUqBFLliwhJycnrxWVoaFhvtZUmZmZ/P7779SpU4eYGM0HfAp1BW1hkbtuJyREjKgIxatceTP6DWnC+6NbSh1KoQTez12X2bBpZQwNdaeovb6eIbVrdGJ4v19p1+IDVGoVl6/v5pNJH9GhXW+2bv+blNT4Qh/P0tyWKu4N8fJozLsdp9Kl7QTSM5LZf3QhUTHBxfeNlDCbFx5ixujl3L74UOpQSqVdS49z6bA/Cj0Fw7/qTpVaLlKHVGqoVWq2LDzMzNHLxRTYYqDMUbFt0RGWfLOZlMQ0HD3ssHXS3nTCt11WRjbbFh9lzserePIwElNzY1q8W1es29WS9JRMti06wk+jlnL9zD3Cg6J5dDdM6rAEgQEDBuDv749MJqNmzZqsWLGCsLAwrl7N7ZCjVqsJDw9n3rx5WFpaEhAQQPfu3TU+b6E+Wby9c+/iTZ8+nYCAAJTK/NOOCtt0WhAKolZDkxae+NR2wawEVH684/+EyIhETEwMqdtQN0fE3F1q06PjVAb1/Ikq7g0Jfnwjb/RYqcpdS5qWlkh6RvJLj/F0polarUKtVlOxghe1anQgMyudx6H++bZ5m2VlZBMXmZj3tZ7+27cmvDip1bB21h6unQpAz0CPkd++h7u3o9RhlSphz9SgKG9vyfhZ/UXxKy3yP/+AXz5cxsZ5B8Ra6GLw+G44s8auZPuSo/z92z5UytyZkwo9ufg81oKoJ3Es/W4rv326Nq9Ynr6hHhPnDaZ+W29kcpEPCG/O8ePH2b9/P2q1muHDh3P58mUGDRqEra1tvmtSGxsbxowZw5EjRzA0NOTs2bNs2bJFo3MXKoEeMWIEarWa8+fPU61aNQwMDPKKhqnVaqpXr45CoSjSQ09Pd0brBN0RF5vCo6Bo5HI5NXx1vyKsWg0nj94GoHkr3a4DUMasHI3r9ub9/r/Rte0E3mnZGE8vR3Jysrl8Yw9b9/xMcMiNVybCMpn8n//KcHOqhUwGj0NvoVTliBtp/+FV141pqz7EtaqD1KGUKiqVmpU/7eTWhQcYGOnzwQ89capSQeqwSqW+EzpQqYYTE+cNxtlT/Iy1JTE2hdO7/fK+LmttzqfzBuPoYSdhVKWHSqni6OaLPAoIz3uuTZ+GTF00nEo1pOsbW5o8rdQN0LiTLy6e9gyY1IkpC4fhWdtFusCEt8qaNWsAqFq1KosWLSpwaaKvry/Dhw9HJpOxfv16jc5dqAR60KBBTJo0Cblcjlqtzns89exzRXkIwotcvxIMgE8J+RA+f/oemRnZ2Fe0orJXybjIHDaiL19+O4z3+tUnOyed5JRYEpOjychMyVfzID4h9wJEJpM9877Nfe/GxIWgVoOhgTEKuR5q9av7SL9t6rSsikW5Mgz5oqvoo6llyhwVy37Yzl2/YIxMDOkyrLnUIZVKa2bs5smDSMzLmjJuZn98mlaROqRSqeuIFjh72vPJ3EG88149xL1I7dLTV1C/nTe2juUYP6s//Sd2FJ/JWnR611W2LT5CWnIGDm42jP6pLx/92Bt7V2upQxNKudOnT6NWqxk1alShu0F16NABgIsXL2p07kIPA8+YMYPx48dz7NgxQkNDyczM5LvvvkMmk/Hhhx9iY2OjUSCC8NS1q4/o2rMulb3sMTLWJyP9xRX1dEVGejbnz9yneauqNG9VjXt3wgveSWJnT9ylXScfHJ3L06S5D8ZG5kTHPsLM1Cpvm4fBlzh7eQtN6/fFuWINFIqnHxe5V3ePntwEwMkhd4nH09FpIdfGeQdx9rTHxsGKAZM68ec0zaYLCfllZ+Xw57QtdBnegr0rT0odTqmUEJPM3IlrGPpFN6o3qMTwr99l17LjHPr7vNShlSob5x9AoSfHp6kn737QEs9aLqyZuZtkHersUJLlZCuZ8dFyOg9vTuNOvjRoX4PqDSqxbclRLh32lzq8Ei8nW8mxLZe4cPAmbfs1olm32njVcaNKLVcuHLzBhrn7UanEoJmgfeHhudfbtWvXLvQ+jo65y76iozVrmVukedQVK1Zk0KBBeV9/9913AIwZM+atbmMlaFdkeAIRYQnY2VtSrYYjVy4ESh1SgU4cuU3zVlVxq2SLoaEemZm63ac2NTWTQ/tu0PW9OnTpUYdrl4OxLpd/yry+vhF6evqcOLcWD7f7ONpXpbxV7gfPvcAL3Lp7AlMTC9yda0nxLei8zPQsVkzfwcTfBuHd0IMWPepy/J8qvIJ2ZGVks2XhoXzPGRjpk5Wh2zfdSpKsjGz+/HYL745qSYsedekyvAXl7cuycd4BlDli1ok2pKdksuyH7TTq5EOPD1vhVdeNz5a8z9pZe0VBQi1JT81k0/yDXDrsT98J7bF3tWHQlM7Ua1Od9b/uIy4iseCDCK+UlpzB9iVHObXzCp2HN6d2i6oYmRiK5FkoNhkZGQCYmZkVep/U1FQAjI01a++l0UJkJycnZDIZBgaiZYugXdeuBNPe3gef2i4lIoGODE9g4a/7uXcnnOwS0tvz+CF/WrSuirWNOY2aVeHUsTv5XndxrImJsSXXbh3g5p2j3Ll3Cn19I1QqJRmZqZiaWFK/VndMTCxeuiQjJjkCCxMr9BVv52fEk4eRbF18hN7j2tH1/RYE3nrC47u6P0OhpGrRoy7Nu9dm3qfriI9OkjqcUkOtUrN10RGiQ+N5b3Rr7JzKI5fLUSISaG06u+cagf5PGPJ5VxzcbPhwei+W/bCNa6dEu0BtCb4TxozRK2j5Xl3aD2yCa1UH5GLOvFbFRiSy8sedHN96Kd8sirLW5lSt58a5fddFUv2G5CQYIMvS7vVXTpruXOOam5sTGxtLQkJCofc5eTJ3xpqHh4dG59YogQ4ODtbo5ILwMteuBFGrnithTwrfaklqt248kTqEIsnMzGHfTj/6DGpMh66+XDhzn6ys/CPnNuWdadt8FCl14gl4cIbo2Efo6xthbFQGb893MC+Tu8bpRQXEVGoVe6+vISM7DW/HBvg4NcbYwPSNfG+65PQuPzxqOuPbzJNhX3ZjxkfLSU/NlDqsUsfASJ8mnX0pZ2fJmBl9mffpWpLiUqUOq1Q5tesqUaFxhAZGkZ2l27NsSqqIRzHMHreSLsObU9nXRVTqLgYqpYrDGy/gdzIARw87YsIT8l4rb29JTFjCS/cVCu/ZIm4AnYc1o27r6jTvXoedS4+L321BY+7u7sTGxnLr1i2aNy+4Fsrjx4+ZM2cOarWaLl26aHRusWhR0Ekhj2L57rNN7NvpV/DGOkYmAwtLE6nDKJQzJ+4SE5WEhaUJLdtVf+l2ZqZlqVOzMx1ajuGdRkNoXLc35mWsX1kMMCUjd0pcZk46l4OOserMLK4GnyRH+fZNr10/Zx8x4Qncu/aInBzduXtbmmRlZLNg6npiIxKxcbBi7Ix+lCn79t2wKW53rwaT8syoUtv+jajso/sdE0qSnGxlbk/j8avI+WdGk0wuo16b6qJNkBbFRiTmG913rerAV8s+YMCkTphZaDa9U3he8J0wUhLTsHMuz6jve/Lx7AGiS4WgkXr16iGTyTh06NArt7t16xaLFi2iYcOGxMTEYGtry7hx4zQ6t9YS6Li4OGbPnk2HDh1wdHTE1NQUU1NTHB0d6dChA7NnzyYuLk5bpxMEnWRf0Yqv/teTcZM6SB1KoSiVKnZuvUzgg0gCboUWap9/i4m9uge8uXFZBjaeSMeaAylfpgJZORmcub+PNWfncC/82ltVtTsjLZNZY1ewfs4+snV8fXxJlhCdzIIpudO37ZzKM25mP8ytRBJdXKrVd6fz0GZ89FMfmnUvfBEXoXCeHeVv3bs+Ayd3Zvys/pSzE325i0OlGo7I5TLqt/Xmy6WjaNLFV9yw0KJTu67y/ZDFHPr7HFmZ2bh7O/LJ3EGM/O49KriUlzo8oQTq1KkTAPv27XtlUTBvb29Gjx5NREQEVlZW7NixAwsLzT5HtZJAL168GGdnZ6ZMmcLBgwcJDQ0lPT2d9PR0QkNDOXjwIFOmTMHZ2ZklS5Zo45TCW0JPT071mo7o6xeuPL3U4mKTsbA0oYJDWapWryh1OIVy5UIgs/+3i+BAzSoSvohcJsfdphp964+ldbVemBqak5yRwAH/DWy8+Aeh8UFaP6euSkvOyPu3TJY7VVDQvtiIROZPWkdcVCJ2TuUZO0Mk0cXl7tVgLh7yR6GQ03N0G/p90gG9EvJZXdIkxKSQkZqJe3VHPlv8Pg071JQ6pFLn0N/nmTN+FU8eRGJqbkzvce2YvGCoGCXVooy0THYtO8EPQxdzZo8fSqUK74Ye+Dbzkjo0oQRq27YtLVu2pEaNGuzcufOF28hksrx6XQMHDsTPz4969eppfG6ZWsOGzD///DNffvll3lROCwsLfH19sbOzQ61WExkZiZ+fH4mJiXnfyE8//cSUKVM0Dl5XJCUlYWFhwYj+8zAwENN+tOmL73vg4GjF4nmHuOH3SOpwCqVH3/q0aufNHf8nLJi9X+pw3hhFaEyB22Qrs7j2+AxXgo6TrcwCwM26Ko082lPW9O3oGWlsasiQL7ri5FGBmWNWiGJXxaScnQXjZvXHysaC9b/u49y+61KHVGq98149uo1ogVwhJ/DWE5Z+v43keLH+XNusbC0YOLkTlWo4AeB//gHrf90nftZaJpfLaNzJl05Dm+X1iz6y6QI7/jwmcWSlj01FK1r3acDWP46QkZaZ91xqUjqpSekSR6eZrJwMFh/7jsTERMzNzd/ouZ/mJe1WLEbfRLt5SXZaOgeGfiDJ91UUSUlJ7NixAxMTE+zs7KhduzZGRtrr/65RAu3v74+vry9KpZIKFSowc+ZMevXqhb6+fr7tcnJy2LRpE5MnTyYsLAw9PT38/PyoVq2axt+ALhAJdPF5moxeOveAFUuOSx1OoViVM+O7Gb2Ry+X87+stJaYQmpGRPm0718TWzpI/Fxwu8v6FSaCfSstM5mLgEfxDL6FWq5DL5FSvWJ96bi0xNih8O4KSSN9Ajwm/DsTRw45HAWH89unavHWOgnaVs7Ogal13Tu26KnUopZ5nbVeGftkNEzMj4qOT+OvbLYTcj5Q6rFJHJoMWPerRZVgz9Az0SElMY+VPO7l7NVjq0EodMwtjugxvQcMONVk9Y7foGf2GTPxtEHZO5Vn5805uXSi5bdxEAl26aTSFe8GCBSiVSqytrTl37hz9+/d/LnkG0NPTo1+/fpw7dw4bGxuUSiULFizQ5NTCW+LqxdwWVt4+TiVoGncKfpeDAWjZ9uWFuXRNGXNjWrXzxqe2C57VinfKmolhGVp4dad/g49xLe+FSq3iRsg5Vp2ZxZWgE6W60Fh2Vg5Lv99GalI6zp729PiotdQhlVqxEYn5kmcjEwMxnbuYBFwJYva4lUQ8jqGstTnl7ctKHVKppFbDsS0XmTl2BU8eRGJobEBibIrUYZVKKYnprP91Hz9/sJTLR/5Nnr3quuHu7ShhZKWXmYUxCj0Fcj05oQ+jpA5HEF5KowT66NGjyGQyPv/8c5ycnArc3tHRkalTp6JWqzly5IgmpxbeEsGB0cTFJGNkbEBV75Kxphjg6IGbANRpUAlz85IxKyE6KomTR24D0KNP/VcWCNMWKzMbOvsO5t3aI7AuY09WTiZnH+xnzdk53A33K7WFxuIiE1n1805UKjVNOvtSv6231CGVekYmBnz0v96Mm9kfc6vSPctBKtGh8cwZv5pVv+zC70SA1OGUauHBMcwev5Lfp/5NxKN/Z/+UtXl7R4SKS1hQNE/nahoaG9Dvkw58PHsAgz/rIj5LtCwlMZ1ZY1cwZ/wqEmKSpQ5HEF5KowQ6NDS3am+jRo0KvU/jxo0BCAsL0+TUwlvk6Wiub11XaQMpguDAaB7ej0RfX0Gtem5Sh1No+3ZdIy01EwdHKxo00azJfFFUtHKnT/0xtKneGzMjC5IzEjjov5GNFxYSGhf4xuJ4k+5cDmL/6tMA9B7fjoqVbCWOqHQzNjXCvFwZbB3L/VOdW1z4FoeMtEwuH7mV97W5lRn9P+2IkYmhhFGVTsocFYG3nuR97exZgW9WfECPj1qjb6D3ij2F1yWTyfA/dx+VSk2dltX4atlIWvash1whusJqi1qde9NCEHSZRu94hSJ3Sm1OTuHbsjzdVi4XHzZC4Vy9lJtA1fBxLjHTuAF2bLrI3F/2cPzwrYI31hFpqZl5vbc7v1sbQ8M3dxEmk8nxrODLoEaf0rBSO/QVhkQlh7L1yp/svraKuNTSN53rwLoz3LrwAH0DPQZP7SJaphSj+Ogk5k9eR2xEIraO5Rg/qz8W5UQSXdyGfNaFBu1q8On8wVg7iGndxamyjwsKPQUt3q3D5IVDcfSwkzqkUicjLZON8w8ye9wKgu+EYmRiSPdRLfls0XDRD10Q3iIaZbFPp20XZTr2020LM+VbEODfadyGRvp4eFaQOpxCe3g/kvsB4VKHUWQnj94mOioJy7KmtGpf442fX0+hTx3XFgxuMgnvig2QyeQERd9h3bnfOB6wg/Ss0lNxVq2GVb/sIuBqEKt+3oVapVFTBKEAcZGJ/yTRCdhUtGLczP5YWpeROqxSbfufR4mPTsLWsRyfzh9C1XruUodUah36+xx/fLGBxNhk7JzKM3HeYDoMaoJCTwxYaFvI/Uh+nbCatbP2kJyQip1zbss8O2fRz1gQ3gYafaq2adMGtVrNrFmzuHnzZoHb37hxg5kzZyKTyWjbtq0mpxbeMmtXnOaHLzdz++aTgjfWQUbG+m9kTbE25OSo2LHpEgDNWnmhbyDNqL+JgRktvLrRv+HHuFp7oVaruBlyntVnZnHt8RmUqtJRuTo9JZOFn23gyUNRsfhNyE2i1+cl0R/PHkj5CpZSh1VqhdyPZNaYFTz0D8HEzIgPp/eiw6AmYrZFMblzOYifRi3l6vE7KBRyOgxqwqT5Q3H0EEtEtE2thgsHbzJ9+BJObL/CxUP++daji99xQSi9NEqgJ0yYgKGhISkpKTRp0oSZM2cSE/N8K5uYmBhmzJhBs2bNSElJwdDQkAkTJmhyauEtE3ArlIiwBKnDeC1tOtZg+qx++NR2kTqUQvO7HMSurZf5edo2srOkTVStTG3o7DOYd2uPpLxZBTJzMjh1dzfrzv1GcHTpK1Tk4mlPzSZVpA6jVIuLTGTep+uIehKHgZEecjFCV6ySE9JYMGU9J3dcAaDDoCZ8+EMvjM3EuujikJacwYofd7D8f9tJSUjDwd1GTOcuRukpmWxZeIg1M3fnPVfW2pyvl42ifltvSsi9c0EQikCjBY7Ozs4sXryYYcOGkZKSwmeffcbnn3+Oi4sLtra2yGQyIiIiCA4ORq1Wo1arkclkLF68WEzh1iFKVQ63Ak5QpVJDDA1MpA6n1DEw0MPYxIA2HWvgdzlI6nAKbf+ua1KHkE9FKzf6NBjL7dDLnH9wkIS0aHZdW4lTuco0rdwRK7OSP8Li6GHL+Fn9UanVxEUmEnI/QuqQSq346CR++3QtZhYmRIXESR1OqafMUbH590MEB4TR9+P2WJQ3Q5lTOqvs6wq/EwHcv/aIRh19OLv3et7z+oZ6ZGcWvnaNUHQt3qvL/9k777CmzjYO3yeDsPdeIorKEFFcuPferdq6Wm1r996t1a6ve7fWVWu1te6998SJOEAFHCAoe++EjO8PFKUuNEAInPu6ckHOeN9fxCTnd57nfR5HdzvGvzWYbsNDWT17F5eikgwtS0REpJrQ+7b7pEmTWL9+Pe7u7uh0OrRaLZcvX+bIkSMcPnyYy5cvo9Vq0el0uLu7s2HDBiZOnFgd2kWqiR375nHw2FKOnVxnaCn3xMXNlsnP9eTpF3sbWsoDsXfnWVRKNY0aO9E8wN3Qch6Kxk2ckdSBdDSJICHIsz0TO79Fm0bdkAhSErPi+PfIL+yLWU9pWbGhJerF1UvpxEQmYKKQ88zHo8SexTVMQU4RKQk3q702a92IxgE12wO9oROx6yw/vLqI+Z+sQVVaf/u91xUK80rYvuRwxXOFmQnvz32a4c/0RF6LRSIbGhvm72XNnN2UFJXi5efKq9+PZ/K0Edi72hhamohIrfLxxx8jCEKlh6ur8WfEVEve2uDBg4mPj2fZsmU888wzhIWF0axZM5o1a0ZYWBjPPPMMy5YtIyEhgUGDBlXHlCLVSGDz7gBEx+whI+uKgdXcHZ1WS9sOTQhu3QhLK1NDy6kyRYVKwveXpxr3G9TKwGoenMcmduatacPo3L2FoaVUoJCb0rnZQMZ3eo3GTgHodFrOJB1m0cHvOJ14yGjXR+u0OhZ9tZ7UK5nYOlnz1PRRyIyo8rwx49nUhamfPMoLX40Vq+nWMMnxGWQk51Q87zO2I4+/MVBsvVQLBHduhqObLb1Hd+Dd2VNo0tLL0JLqJeoyDXtWHeOzJ+dwcEMkWo2W1t1aMO2PZxgwobOh5YmI1CqBgYGkpKRUPKpSN6uuU23fVjKZjNGjRzN69OjqGtLoKHVQoFUY35ouJ8fWNE7sSHzMEfYc/5ch46bXyTZjiRol8UmZNPZypGUPP/YcjqvYZ5qpNKCy+7N7WzTdegbQItADbx9HEhNurxVQV7l2tTy9deioUCKPXaaoqO78W9uaOzIkZCJJWRc5ELeJrMJU9sduIOrqUbo2G0QjR+NbS1xarGLejFW8+esTNA7wYMwr/fn3+82GllXvSUvK4lJUEv7tfHn289Es+Hwt0UcuGlpWvcfWyYpBk7oik0vxbOLCn5+tISs1z9Cy6i3Hd0ZTlFfMY68NwNnDnle/H8++tSfY8OdeMSOgBijMK2H5r9s5sOEko57rTfM2PmJVdJEGh0wmq5Woc3JyMlu2bOHkyZNkZWUhlUpxdnambdu29O/fHwcHh2qbS3wXiwDQocc45CamZKZeJu7MXkPLuSvHTiUA0KF1Y8MKeUCyswqJOHoJKC8qZkyE74vhWlI2FpamDBkVamg5d8TLoSmPdXiJnv4jMJVbkFOUzvqTf7E+coFR9o/OSM5hwf/WotVo6dg/mB4j2xpaUr2nTKlm3serOH0wFrmJjKemj6R1Hcq6qK/kZhQwe9pyCnOL8fJz5e2Zkwlo52toWfWac8cv88Uz8wnffAqA7iNCeX/uUzRrLWZe1BQpCRnMfG8pcz5awY6lRyq2ezZ1oWmwWBNIxPjIz8+v9FAq7x5cuXDhAu7u7jRu3JjHHnuMy5cvV6uWoqIinnvuORo3bswzzzzD77//zrJly/j333/56aefmDBhAl5eXrz88ssUF1fPUj/RQIsAYG5pS5sujwIQcWA5JUX5BlZ0Z46dSkCr1eHX2BkHO+NaH7pjyxkAWoYYVwq6VqtjxeLyNXRderTAw8vewIrujEQiJcizA5M6v0mIdxckgoQrWXEsOfwz+2M2GN366NjIBNbO3Q1A40BPA6tpGKjLNCz4fC3Hd0YjlUl54v3hdOxvXDe8jJG4k1f45sUFJJy/hrmVKc/9bwyDJnUV2wDVIKXFSpb9tJXf3l1CVmoeDq62dB4UYmhZ9Z6zRy9VRPoFAca80p9XvhvHlI9Giu30RKodeb6APE9SvY/88s9lLy8vbGxsKh5ffvnlHTV06NCBRYsWsW3bNubNm0dqaiqdOnUiKyurWl5jbm4unTp1Yu7cuajV6op11gqFotK6a6VSycyZM2nbtu0dO0Y9KKKBFqnAP6Q3Ds6NUCmLOb5viaHl3JHc/BJiL5f3y20f4mNYMQ9IyrUcliw8yKfvr6CwoNTQch6IC7EpRB67jEQiYfS4MEPLuScKuRldmw9mXNhrNHb0R6vTcjrpEH+Hf8eZpMNojWh99N41EfzxyWr++t9aQ0tpMGi1Ov75diMHN55EIhEY9+YgWoQaV8aLMZKbUcAvb/3LgfXlra4GTOjM0zNGGVhV/Sfu5BW+nPoHu1YcZeXMHRXbJVLx8rCmkcllJMWloNVoCenanA/mPc2wp3pgam5iaGkiIvclKSmJvLy8isf7779/x+MGDhzII488QsuWLenTpw+bNm0CYOHChdWiY/z48URHRyMIAq1ateKvv/4iOTmZyMhIAHQ6HSkpKfzyyy/Y2toSExPDiBEj9J5X/IQUqUAikRLW90lA4OK5cC6eCze0pDty9GR5KyhjS+MGOLg3huysQkPLeCjWLD+GSqnGr4Uboe3rfoqlnYUTQ1pPYnibKdhbuFBaVsK+mPUsOfILVzJjDS2vypwJj0Onu/ncxFRuODENBJ0Olv+yjV0rjnL6YCxxJxMMLalBoC7TsOK3HSz6egOq0jLOH6/eND+RO6MqLWPdvD0U5N7M0pn07lAmvTcUK1uxtWVNUaZSs+K3HXz9/J/EnIhHZiKjz9iOTP/rOboNDxXXSovUaaytrSs9FFWsAWVhYUHLli25cOGC3hr27t3L1q1b0el0TJkyhYiICCZOnIiLiwu6Wy6cnJ2defHFF9m1axcKhYJDhw6xatUqveYW350ilXB2a0JgaH8A9m+ey4XoAwZWdDsnohJJSMri8InLdaK10sNiTGncUL6Oe9umU+TmFKFUGk+xGW8HPx7v+DLdWwzDVG5O9q3rowuNZ320TC5l0ntDmfrpo+KFVS2xbt4eFny+Fq22/ItYIhHEtOJaIGLXWf731DwObjxZsc3W0QpB/KevFdx8HAnp2py2vQL5cP5Uwga2Ev/ta5CUhEx+f38Zs6etIC0pC0tbcx59sS/BnZoZWpqISLWjVCo5f/48bm5ueo/1zz//ABAQEMDs2bPvWwC5devWTJkyBUEQWLJEv0xb8SpM5Dba93iM5q16AjoObP2DuKh9hpZUieISFZ/9splt+85VXNgaEyYmMp5+sTeffjsWa2szQ8t5IHZuOcOnH6wk+nSSoaU8EBKJlGCvMCZ2fosQ785IBClXsuL498jP7I1ZR4mqyNAS74u9qw1BHZvSLKQRY18dYGg5DYZbP2PGvjaAyR+OEFuL1QI5GTfrcJhZKHj1h/E8978xWIoR0RonJSGT719ZRNKFVMytTHn89YG88t14XLyqr4KtyO2cO3aJL6fOZ+nPWzl77BKnDsRU7LO0Ma5rBRGRG7z11lvs27eP+Ph4jh49yqOPPkp+fj5PPPGE3mMfPHgQnU7H1KlTkUqr9r08cOBAAI4dO6bX3PXKQE+bNq1isfjnn39+1+MOHz7M8OHDcXJywszMjICAAD777DNKS41rXWpNIQgSOvV5Ev+QPoCOg9vmE3Nqt6Fl1RtUKjU2tuYoFHJ6D2hpaDkPhFqtRWnErU5M5WZ0bT6E8WE3+0dHJR3h7/DvOHnlAGUalaEl3pX0pGwWfL4WzfXK3P0er9tr0esbbj5OtOsVSEjX5jz/xVjMLIyvZaGx4uXnipWtBf5tfXl31hT8xD7dNU7ShVS+f3khq2fvQlmioklLL96dPaWi5ZhIzaDVaDm06RRzpq2oWLojV8h4d/YUnv18NG4+ToYVKCLygFy9epXHH3+c5s2bM2rUKExMTDhy5AiNGun/OZ6SkgJAaGjVO8R4eXkBkJGRodfc9cZAnz9/nm+//fa+xy1evJiuXbuyfv16FAoF/v7+XLx4kenTp9OtW7dqK29u7AiCQMfeEyvSuQ/t/ItzkTvuc1btojCREdamMb7ejoaW8sBsWV+emti1l7/RpXLfoGNnP55/rR+CEeb22VqU948eEfo0jpZuKNWlHIzbzNw9n7L82O8ciN3IxbRoipR1qxr9+Yh4Vl0v9DNkcnfa9PA3sKKGQ0pCBrM+XE5JUSl+rbx55bvxWNtbGlpWgyDu1BW+e3khKQkZ2DhY8uJXjzFoUlejXsJjDGi1OvauPs4Xz/xB9JGLyORS2vcNEguM1TJNgrywtDEnsH0T3p09hfFvDcbWycrQskREqsTSpUtJTk5GpVJx7do1Vq1aRUBAQLWMfSPwaWlZ9e/ioqLyjEMzM/2yOurFp6BOp+PZZ59FLpfTq1evux6XkJDAU089hUaj4ZtvviEpKYnIyEguXLhA8+bNOX78OO+8804tKq/bCIJA+x7jaNluEABHdv/N2RNbDazqJiP6t+Lpx7vQt6vxmYhzUVe5Ep+BQiGnV/8gQ8t5YCytTHl0XBhBrbzp0sN4e+V62TdhbMeX6BUwCitTW7Q6DWl5SZxKDGfLmcX8uf9LFh78hu3Ry4hKOkJmQQpandagmg9uPMmuFUcBmPDWYBoHeBhUT0PiwulEfnnzX/KyCvFo4szrP03AycPO0LIaBKlXMvnu5YUc2nwKiURgwITOvPTN49g4iDcxapqc9HzmTl/JH5+sZulPWyq1YTI30hvAxkTMiXi+ePoPTu47j0Qi0KFfSz5a8CzDnu6BmaWYCSPScLG2tgbKW1lVlf379wPg5+en19wyfU6eMmUKUJ5PPnr0aL2E6MP8+fM5cOAAX3/9NefOnbvrcd9++y1KpZJ+/frx9ttvV2xv1KgRf/75J507d2bu3Ll89NFHuLi41Ib0Oo8gCLTtNhZBIuXM0Q0c3fMvWo2Glu0HG1oahyPj6dctgNaBXiw3M6GkpO6m396JLetP8tyr/ejeK4CdW6IoLrp7E/q6RmFBKRtWRzBmQieGPdqWUycSKMD4MgFu0MJzIM3bDaCgMJPU9EukpF8iNf0iWTnXyC/JIb8kh9iUUwCYyM1wcWqMq3NTXJ2b4OLki4m8di8i12yJxsHXhZBQHybPGMWMd5ajVmuQXtO/t6HIvbl2OZ0fX/+bF74ci7OHPa//OJHZ05aTGJdqaGn1njKlmqU/beXC6UTGvtqfpsHeDHuqB39/s9HQ0hoEZ8LjKj3vOKAVQ6d0Z+3cPRzbEWUgVQ2DjOQcFvxvHbtWHmP40z3xa+VNnzEdCRvQis+nzKUov8TQEkVEap0mTZqQlZXF2bNn6d69+32PT0xM5IcffkCn0zF06FC95tYrAr1w4UIWLlxYcQfAEGRkZPDuu+8SEBDA66+/ftfjdDoda9asAeCpp566bX+nTp1o0aIFZWVlrFu3rsb0GiOCIBDa5VFCwkYAcHz/Mk4fWW9YUUDitWyupeYil0tp3c74WlpFnUrkamIWpmYm9OwbaGg5D8z+3edJTMjE3FzBqLHtDS1HbwRBwNrKiWZNOtI9bDxjh8/g6XE/M6Tva7RtNRRPN3/kMgWqshKSks9x/NR6Nmz/kfn/vsLy9Z+x/8i/XLh8lILCrErtE2oCnU7Hwrl7OReVxII5e1Crjae3dX0gOzWPn17/h8S4FMwsFVgYWTFAY+fEnnN8+8JfRB2+wKpZOw0tp8HStlcgljbmTHh7MC9/Ow5nT3tDS6r3JMam8Ovb/zL7w+Ukx6cTd+qKaJ5FGizt27dHEAR27Lj3EtOzZ88ye/ZswsLCyMzMxMXFhZdfflmvufWKQDs5OZGRkWHQaO3rr79OdnY2q1evRi6/e3/UxMTEisXmnTt3vuMxnTt3JiYmhqNHjzJ16tQa0WusCIJAm86jkEgkRIav5sTBlWi1Wlp3GmFQXeERlxgzJJQOnf04tN94evveYMv6kzzzUh9COzRh87qTNW68qhOdTseSRQd5e9pw2nfy49CBOC7EpBhaVrViYmKGt0cg3h7lNzi0Wg3ZOdfKI9QZF0lNu0RBURaZ2YlkZicSHbMHAAtzW1ydm+J2PUrtYO+JVKLXx+1tqFRqZv6wrVrHFKk6hbnF/Pr2EhoHuBNzIsHQchocGck5zJtRuY9n38c6cmLPebLT8gykqmEx872l9BjVlkETu+LXypv3Zk9hx7Ij7Fh6GHWZeFOvJjl3/DLnT8RjamZSsc3O2ZrJ00awZdEBzkfEG1CdiEjtMHjwYGbOnMmWLVvIyMjAyenORfZatiwv2CsIAvb29qxbtw4bGxu95tYrAn1jEfiVK1f0EvGw7Nq1i8WLFzNhwoT7hu5vNOxWKBS4u7vf8RhfX99Kx4rcTkjYCEK7lqfrnzxUbqQNafqOnoxHq9XStJkrjkZYVON0ZAL//LmfL2esNirzfIPE+EwO7j0PwGOTOiOr5/2JJRIpjg7etPTvSd9uzzBx9FdMGv0N/Xo8S7B/b5wdfZAIUoqKc7mUEMHBY0tZufF/zP/3VdZu/Y6jkWtISDpDSWlBtWtz87Bj2NM9qn1ckbujLFFVMs9O7nZ0HdbGcIIaMO16BzJ0Sg/e+X0yrbo0N7ScBoFWo2X3imN8MfUPzh2/hMxExsCJXXh39hQatdC/x6vIvdFpdZTcsvSr37hO+LRw5/kvxvLi14/h3czVgOpERGqefv360atXL4KDg1m//s6ZsTe6M5mYmDBhwgROnjxJ+/b6Z03qFRKZMGECe/fuZeHChQwfPlxvMQ9CaWkpzz33HDY2Nnz33Xf3PT4nJwcAW1vbu1YNtrOzq3Ts3VAqlSiVNz+08vPrVqXeB0EQoF0rH/yburJsQwSlSvV9z2nVYSgSiYzj+5Zw+sh6tBp1+TppA1Rjzs0v4dyFVIKau9Ohsx+b1kbWugZ90Ong8IG4+x9Yh1m/MoKQ0MY4u9jQPMCds2euGlpSrWJpYUdTi7Y09WkLQFmZkvTMBFIzLpKSfom09EsoVcUkp8aSnHozS8LG2hlXp/I11K5OvtjbeSCRPFx7GFNTOa+9OxhLK1O0Gi0bF+yvltcmUnVMzU14/suxOLrZ4uzpwJrZO42yT72xcjEqifhz12gc4MFT00dyeOtpVs8qb8EkUrNkp+Yx+8MVtO7WglHP98HJwx6tRvy/X9tsmL8XVYmKrkPb0Ly1D81/e5Izh+LY9NcBUhL0a9kjIlIXuVf6tqenJ3/99Rfm5ua4uroSGhqKqWn11avRy0BPnjyZJUuWsG7dOj755BOmT59eaybq888/5+LFi/z2229VSiG/UercxMTkrscoFOXVDEtK7r2e5Msvv+STTz55ALV1F50ORg4IwdnBisjoRKJikqt0Xst2A5FKpRzZ/Q9RxzejVqvo2GsCglD7Ecjw45cIau6Og6PxRaBvRRDA1d2OlGv3voFT1ygpUfHPn/soKS7j8sU0Q8sxOHK5Ag+35ni4lUfBdDotOXmppKZfJDX9EqkZl8nNSyUvP528/HRiLx0GQCZT4OzoU2GoXZx8MTerWn2J0tIy1q44xoQp3ej3eCfys4vYv+5Ejb1GkdspLVZxcEMkI6b2ovuIUBxcbfjri3UVFYtFapac9Hx+fnMxgyZ1oc/YMMIGtMIv2JtFX28g4XzVvtdE9OPk/hhiTsTj386XpAs3i+o1aelFwvlraNSG7WBQ3ykuKGXNnN3sW3uCQZO60rZXAMGdmhHU0Y/DW0+z7Ke600VFRKSmsba2ZuLEiTU2vl4G+sCBA7z11ltkZGTw6aefsnTpUsaOHUtwcDB2dnZIpfeOpnTr1u2h5r3R87lNmzY8//zzVTrnxl0Hlerud6NvRJXv1xvs/fff54033qh4np+fX9GY2xiJuZiKs4MV/k1dq2ygAQLa9EMilXNox1+cP7kTjbqMTn0nI5HUromOPJvI9HeWkZVR/WmxtYW1tRkvvTUQB0dLZry7nMKCUkNLeiAaWtT5QRAECfa27tjbuhPQrPwzr1RZRHpGPKkZ5YY6PSMeVVnJbVFqayunWwx1ExzsPe66lvrwgThs0DF0SndGPd+HgtwiTu6LqZXXKFLO7pXHyErNY+K7Qwjq2JRXvx/P3OkrycsqNLS0BsGN7IvzEfFMfGcIju52vPbDhOumIsLQ8hoEJUVKIq8v6wFw9rTnxa8eIys1l5UzdxAbmWA4cQ2E7LQ8/vl2IzuWHmbgxC606eFPQU6RoWWJiNQr9DLQPXr0qBRxjouL47PPPqvSuYIgoFbfP134Trzwwguo1WpmzZpVZbN2Iz07NzcXnU53x0j5jdTtG8feDYVCURGtrg+cv5hKtw5+tGjy4OtlWrTqiUxmwoGtc4mL2odGXUbXgc88dCrqw6BWa8nKNF7zDJCfX4JGq8XUzIS+A4NZs/yYoSU9NE7O1rh72nE60jC1EYwBU4UF3p5BeHuW9wDX6bTk5KaQmnGZtOuP7NwU8gsyyC/I4MLl8r7PMqkJTo6NKkWpLcxtK8bdsfQw1vaWdB8RysR3hlKUV0LcKfHvUJucPhhLbmY+z3zyKF5+rrz5yyRmf7SS5MvphpbWYLgUlcRXz/7J6Jf60q5PkJi+akDsnK0pLizFxcuBF796jFMHYlkzexc5Gca79M1YSEvK4q8v1rFj6eFKhfWaBnvTunsLti0+RH62eHNPxHjJz8/n1VdfBeDxxx+nX79+tx2TnZ3N+vXrSUlJwdXVlcGDB+Ps7Kz33IJOj8pF+kQaBUFAo3m4Ko22trYUFhbi6Hh739m8vDxKS0uxtLTEwsICLy8vjh8/zpUrV/Dx8QHg6tWreHh43Hbu008/zfz585kyZQrz58+vsp78/HxsbGyY8PIcTBTG187E2sqUH6ePRqvV8donyykqfvA1Y5djjrJv82x0Wg0+zdrRffDzSKXVW3X4XphmlmcPWFuboSpTU1pifGmTgcGevPD6AFQqNTPeWUZ+nvG1pvD0sufNacPQ6XR8/uEqssXI20OjVBWXr6VOv1RhqpWq4tuOs7JwwMXJFxdnX9xxwNnGnac+HEXr7v6UFin56Y1/SI4XDURtY+9qw3Ofjca1kSNnj11izrQVhpbUIPHwdebaLTcvHN1tyUzONZygBoiZhYKBE7vQdXgoUqkEVWkZ25ccYvfKY2K1bgPw2o8T8A30RKUs4+CGk+xcdphCI7zeqOuo1KXM2fMJeXl5td7u94YvGfLLXORm5tU6dllJMRtfmWqQ1/Vf1q5dyyOPPIJMJuPKlSu4ulYOBIaHhzN06FByc3MrtllYWPDnn38yevRovebWy+Hs2bNHr8n1QaPRkJZ29/WWhYWFFBYWVqRue3t74+rqSmpqKuHh4YwZM+a2c8LDwwHo0KFDzYiuo+QXlHItNRcPV1ua+7oQGZ30wGP4tuiAVCZjz4aZJMQdR6NR03Poi8hkd19zXt0Mf7QdvQe0ZM3yY+zZHl1r81YXZ89c5dKFNJr4udB/SAgrFh82tKQH5trVbBLjM2ja3I3Hn+zCzO/FNVcPi8LEHC/3ALzcy7sd6HRacvPSSMu4XBGpzs69RkFRFgVFWVxMOA6AVCJjdcQ8BgzuS6vg1lxJSEVO9X6Bityf7NQ8fnz9b0ZM7cW6eYb7rmzo3GqeHVxteOf3ycSevMLSH7eI/XNriZIiJatn7+LItjM8+mJfmgZ7M2Ryd0K6teDbF/9CJxbbq1U2LtjP4Ce70iTIi16Ptqfz4BD2rjnO7pXHKClU3n8AEZE6wo0CYn379r3NPKtUKh5//HFyc3MRBAE7OztycnIoLi5m4sSJhISE4Ofn99Bz62Wg79c6qqa49U7Cf3nyySdZuHAhn332GdOmTavYLggCI0eOZNasWcyfP/82A33o0CFiYmKQy+UMGzaspqTXWWIupuLhakuLpq4PZaABGjUNpc+I19i17meSLp1k55qf6DPiVWTy2kl3z8osQCqV0KlrM6M00AAbVkfw2ruD6dKjBbu2RhldBFeng8V/HeSDT0cSEORJ+05NOXbooqFl1QsEQYKdrRt2tm608CvvZa8qKyU9M57U9MukZVwiLe0SpWXFpORcYcE/f1Sca6mwwdXGC1dbb1xtvHGyckcmlRvqpTQYSgqVLPlhS6VtAe2bcP74JYywa53R06iFOzK5jFadm+HTwp3F320i5oTYL7e2SI7P4Je3/iW0ZwAjpvYkcs850TwbgItnEvn5jcW0CG3M4Ce70ai5G/3HdabrsFDW/7GHQ5tPG1qiiEiViIiIQKfT3TF1e9WqVVy7dg1BEFizZg3Dhg3j/Pnz9OrVi7S0NH799Vd++eWXh567fjdt/Q9vv/02JiYmbN++nW+//bai7+6VK1eYMmUKUJ7G/d+7GA2B85fKK2Y62FnqNY5n42D6jXoTmVxB8pVotq/6njJV7dzljzh6CZVSjbunPT6+d26mXte5EJNC7LlryGRSBgwNMbSchyI9NY/N604C8MjjHbG0qr62ASKVMZGb4unmT9tWgxnc5xWe7j6NiZ3epG/gaFp6dsDJyh1BkFCozONiejQH4zaz8vhs5uz5hOXHfmd/7AbiUs+QX5JjlH3IjY1Og0N47vPRTJ42Ermi9pa4iJQTufc8P7yyiNQrmdg4WPLCl2N55IU+yE3Ev0VtcmLPOT6fMo89q49XbGsa7M3AiV3Ev0UtEnMinu9fXsi8j1eRHJ+OuaWp2DWgniErBllRNT9uX0lmMFJSUgAICgq6bd/mzZuB8npdNwKj/v7+vPzyywiCoHcWdYP6pGrcuDHz5s1j8uTJvPPOO/z88884OzsTHR1NWVkZoaGhfPvtt4aWaRDOxibz5mcrya2GlDY37wD6P/o221d9T+rVGLat/Ja+o95EYWpRDUrvTmlJGScj4unQ2Y9O3ZqTcNk4131uWHOC5gEeuLrZIpEIRtlLdufWM7Rp1xivRo6MHh/GgtliCmttIAgCthaO2Fo40sK9DQBlGhU+7e3Q2RSxc+tuDh8+TLGqkLS8JNLykjjNIQAsTKxwsfXGzcYbFxsvXKw9xSh1NaMsVqFWqQnp2hxbJyvmTV9JQW4duhppAFy9lMa3L/7FsKd70H1EW7qPaEvz1j4s+moDVy+Jbfhqi1v7c0ukEka/1Bc3Hyfa9w1i9axdRB2+YEB1DYuoQxeIPnyBoDA/oo/czBhr2ysAMwtTDm89La5VF6mTZGSUX+fb29vftm///v3odDqGDh1aafuNZboJCQl6zV1tEej8/Hz+/PNPnnnmGYYOHUrv3r25cqVy9dfk5GTOnTvH5cuXq2vaB2bSpEkcOHCAIUOGUFJSwrlz5/D19eXjjz/m4MGDWFjUrMmrq6jKNNVinm/g4tGMgWPexcTUgvTki2xd8TXK0ppvo3DoQHkLoND2viiMNMITfzGd7z5fzw9fbjRK8wyg1ehYvOAAWq2Wth2a0DzA3dCSGixyqQmSfCtef/UNdu7dzr4tR3ii69v0CxpLsFcYztYeSAQJRaoCLqefJfzCFlZHzGXOno9Zcex3jl3eRXr+NXQ6sYervpzYc47f3ltKUX4JPi3ceeOXJ3DzMc5sGWOmTKVm1e87mfXhcvKyCnFt5Ejr7i0MLavBotVo2fL3QXIy8nFwteWZTx7huf+NxtXbwdDSGgw6XbmRvpFSLzeRMezpnox+uR/T/pxKp8EhyOS1111FRKQq3GiXXFBQuRNPQkICV6+Wt1f9b8vkGwWo79XWuCroVYX7BjNnzuTDDz+seAE32kRFRUUREBBQcdySJUsYP348pqamXL169Y53DIwRY6/C/V8EgWpbn5eVnsi2FV9TWlKAk1sTBox+B7lJ9f8b3ajCDTDjq9E4u9iweMEBDu2PvcdZIjXNkFGhaNRatm06hVZjnDcDjAnptcy77msR6sOzn41GKpNyaPMplv50s8BbmUZFRn4yqXmJ5Y/cRIpUlb+QzE2saOTYDB/H5njZ+6GQi6n5D4uTux3P/m80zh72KEtU/P3NRs6ExxlaVoPE0saM3mM6snHBPjTq8ptE1fkdKFJ1TEzl9Hs8jF6PdkAml6LRaDm06SSbFx0UC77VMhKphE4DW9FvXCdsHa0AyMnIZ+eyIxzeIkakq0JdqMI94qu5yE2ruQp3aTFr36sbVbj9/f2JjY1l5syZPP/88xXbZ86cySuvvIKVlRXZ2dmVukYdPXqUTp064erqyrVr1x56br0j0B9//DGvvPIK+fn5mJiYEBoaetdjx44di5ubG0qlklWrVuk7tUg1Y2djzmtP9eLzt4dX25gOzt4MGPMuClMLMlIusWP1D6jLarbK48G9MQB06Pzw1fXqCqZmcsK6NjO0jIdm4+oTbFl/UjTPdYCYEwks/HI9Wo2WToNCGPlc74p9cqkJ7nY+tPHpxqBWE5jc7X2e6PIOPf1H4usUgFxqQrGqgPPJJ9hy5l/+2PcZqyPmciJhH1mFqeL66QckIzmHH15ZRGxkAgozE6ZMG4GTu52hZTVICvNKWDdvT4V5lkglvPL9ePqM6YBEIhhYXcNCVVrGxgX7+eKZeZwOj0MqldB1WCh+rbwNLa3BodVoObjxJJ89OYeVM3eQm1mAnZM1o1/qx4xFzxPUsamhJYqI0KlTJwRB4LfffiMvr7zXeUFBAb/99hs6nY4+ffrc1nL5Rha0vr2g9TLQJ0+e5LPPPgNgwoQJpKamcuzYsbtPJpEwevRodDpdRelxkbpDQVEpzZu44OpkjZuzTbWNa+/kTf9HyyPPqVdj2bn2Z9Rq/VIn7sWRg3Es/+cQs3/aXmNz1AZyuZSP/vcoE6Z0qxcp0FKpBA+v+pF1YqycOhDLv9erQvcc1Y5BT3S943GCIGBtZkeQZ3sGh0zkmR4fMaLNU4R4d8HOwgmtTsu1nHgOXdjKv4d/ZuHBb9hzfi3xGecp09Tce7s+UVxQyqwPlrF3TQSbFx0gIznH0JJEgNbdWtAkyIthT/fktR8n4Cx+ZtU6mcm5zP9kNb++/S8HN57k1IGbmWR2zoaNeDU0ylRq9q87wadPzGb5L9vITsvDxsGSPCPrECJSP3n66acBOH/+PEFBQTzyyCMEBgYSF1ee0TV58uTbzrmxNrpNmzZ6za2Xgf7111/R6XSEhYWxaNEibGzub7rCwsIAiIqK0mdqkRpArdYSd71nZmAzt2od29G1Mf0eeauiOvee9b+h0airdY4bFBUq2bfrHCUlxn0hX1am4WREeYuVEWPaIxhxMMTWzpx3pg/nlXcGYW1t/MscjJljO6JY8dt2tFodeZkF9z+B8t7SXg5N6dp8MBM6vcGkzm/TvcUwGjk2RyqRUVCaS/TVo2w8tYi5ez5lXeSfnEoMJ7fo7inlIqDV6lg9ayfbl9zs+W7nZI29S/XdwBR5ME7sOce/32+mpKgUH38P3p01hV6PtkcQo9G1zoXTiSz/ZVvFczMLBW/PfJKXv3kczyYuBlTW8FCXacoj0pPnMPvD5SRdSK3YN2hSV/o+FoapuYkBFYo0RMLCwnjppZcQBIFr166xZs2airXP/fv3Z/DgwZWOV6lUrF69GkEQ6N+/v15z62Wg9+3bhyAIvPTSS1U+x8fHB0CvvHORmuPchfKS8NVtoAFcPPzoO/INpDI5SZdPsW/jLLTaml9HIxix89y64RQlJSq8GzkS2qGJoeU8NAX5pWh1OiwtTRk3+c5RT5Ha48D6SL56dj7hm0491Pk25vYEe4UxrPWTPNPjI4aGPEFLr45Ym9qh1WlIzLrAgdiN/H3oexYd/I79MRu4khmHWiO2SLkXJqZynvn0Ed769QmatvQytJwGy5FtZ/hy6nzOH7+M3ETGiKm9eO378Th7itFoQ+Lj746JqRy/kEa8NfNJxr0xCGv7hln41VBo1FrOHb9ZCNja3oLeYzowdEp3Pv77BQZM6IyZpcKACkUaGj///DM///wzLVq0QKFQ4OHhwWuvvcaaNWtuO1an07Fnzx6ioqIYOXKkXvPqVUTM3NwcpVJJREQErVu3rtgukUjuWEQM4NSpU7Rp0wa5XI5SWbNrYWuL+lREzNPNlk/eGIpSpeaV6ctQa6q/8u7V+DPsXPsTWo2aJv6d6Dpw6m1rFB6UW4uI3aBliDcDh7Xm2KGL7N15Vq/xDUn/ISEMe6QtmRkFfPbBCtRq46yG7O5pxzvTRyCXS/n7j30cCRfblNQVLCwU+Pq5EHUqUa9xdDoduXmpXLkWReLVaJLT4irdJJPJTPB088fbI4hGni2xsqx/VXbvVcjtfljbW/DsZ6Px8nNFo9awYuYODj3kTQ6R6iFsQDAjn+2NqYWCuFNX+O2dJYaW1KCxc7Jm6FPdadsrEChvh7Vj6WH2rDpOmapmstpE7o5EItC6uz/9x3XCtVF5deOSolL2rzvBnlXHKS4oNbBCwyEWEavf6OVaTEzK0zXKyqoeVbjR9NrW1lafqUVqiKspueQVlKAwkdGkUc20V/FsHEyvoS8hSKRcOn+IQzsW1EiLHDt7Cxo1dqJLD+NuT7J7exS5OUU4OlnRtae/oeU8NMlXc9i09gQAj44Lw1aMHNQJzMxNeO29wUx9uQ+t2/roNZYgCNjZuhES2I9h/d9gyuM/MaDnC/j7dcXC3Ba1WkVC0mn2H1nM3yvfY+naGRyKWMm1lFg0WvHiNz+7iJ/e+IcTe84hlUl57NUBjH65HxJptXWcFHlADm8tj0ZHHbrA8l+33f8EkRolJyOfRV9t4IdXFhF/7hoKMxOGTO7OB388jYmp2Le+ttFqdZzYc44vn53Pgs/XkhyfjpmFKf3HdeaTf14goJ2voSWKiNQIen0re3p6AnD2bNWje9u3lxd2atpUrOBXVzkXV3Np3DfwbtqG7oOeQxAE4qL2cWT3P9VeyffYoYsoS8tw87CjaTPXah27NilTadi0NhKAAUNbY2pmvBcJu7ZGcfliGmbmJkyY0u3+J4jUOKUlKuIvZyCRSHjy2Z4EBntW29gmclN8G7WmZ+dJTBr9DWOGTadDm5G4OTdFEASyc5M5Fb2Nddu+Y8GSN9i6ZxYnzmziYkIEmdlJlNVwxf66SJlSzcIv17Phz71otTq6Dm3Di1+OxUKsHWAwcjLymffxKtKTsiu2DZzYhR4j2xp1bQpjJiEmmR9f+5u/vlhHdnoeF04loioVl4gYCp1Wx8n9MXz93J/88clqrl5MQxAEEm9ZKy0iUhe4ePEijRs3rlhS/LDI9Dm5V69enDt3jgULFtyx0tl/uXz5MvPnz0cQBPr27avP1CI1yOnzV7G2MuNaWl6NzuPbogMaTRkHtszj/MmdyGQmtO02ttrWLJeWlnH8yCW69GhB157+XIwz3g/yIwfj6NE3kKSETGQyKWCcFwparY6//9jH+5+Mwj/Qg649/Tmw57yhZTVodDpY8tdBFCYy2nZswtMv9uH3H7ZxITalWucRBAFHey8c7b0IDR5EqbKIpORzJF6NIvFaNCWlBVy+EsnlK5GVzrMwt8PWxgVb6/KHjbULNlZOWFk6IpMZ782k+7Fj6RFSEjKZ9N5Q/EIaMfbVAfz52e1rukRqHzcfJ/qP64REKqFVl+b8+/1msYq6gYjce56oQxeQmUgrtjm52zFwUhc2/LmPnPR8A6preOh0cCY8jjPhcbh4OVCYW1yxb+qnj5KVmsuu5UfJrWIBSxGR6kalUpGYmKh30E6vNdBxcXEEBQWh0Wj46KOP+Pjjj4E7r4GOiIjgscce4/Lly5iamnLp0iXc3Gouwlmb1Kc10IYg5vQeDu1YAECrjsMI7fLoA49xpzXQAJ7eDrz/yUjUag3T3lxKQX6JXloNiVwupays5ouu1QY9+gTSuq0Pf8/fT2aG+EVaF5BIBZ55sQ/BrRuhLC1j5g9buXQhrVbm1um0pGdd4WryeXLzUsnNTyM3Pw2lsugeZwlYmNtiY+WEtZUj1lZO5Q9LR2ysnTFVWBqkgKA+a6DvhGsjR8a+2p+FX64nV3yv1Bk6DQ5hxDM9MTVXoFKWsfXvg+xedRxtDdQNEXkwnpoxiladm6FWqdm/PpLtSw416LW4dQEPX2fenT0FKK/ofXxnNDuXHyHjWv298SSuga4dTp8+zXfffcehQ4dISUmhtPT+7/Ub1wb/tcBabdU/v/Uy0ACfffYZM2bMQBAE2rZtyyOPPMJ7772HIAh8++23lJWVsX37dvbu3Vtxzo8//sgrr7yiz7R1CtFA68/ZE9s4umcxAK07jaJ1pxEPdP7dDDTAmx8OxbepCxtWR7B1wyk9VIpUFzd8TTVn7YvoiUwm5dlX+xIQ5ImytIzfvt/K5Yu1Y6LvRGlpYYWZzrv+MzcvjfyCDMrU907vlssUN021lRM2Vo5YWzphbe2ElYUDUqleCVh3pboN9J0I6tiU8xGX0RhpQcH6gr2LDY+/PpDmbXwAuHopjaU/biHRiLOd6gOeTVwY8WwvmoU0AqC4sJSdy46wb20EZUqx1oKhaBbSiP7jO+PXyhsoz0g7fTCWHUsPc9WA3zM1hWiga57Tp08TFhZGaWnpA90wv2F9bz1Hp9PVroEGmD59Ol988QVarfauL0Cn0yEIAtOnT2fGjBn6TlmnqK8G2trKFFdHa+Li02tlvqjjWzi+r7zCaWiXR2nVcViVz72XgQ7t4MuU53qRm1PE9LeXoTHyCIGjkxUjx3Zg59YzxF+snb9NTePkbE2GmGpXJ5DLpTz7Sl+cXW346atNZGcVGlrSbeh0OkqVheQXZJBfkEFeQQb5BZkVvxcV5wJ3/2oTBAELc7vr0esbEWxnrK0csbF0QqGweOjodU0b6JZhfjzzySPEn7vGgs/XiqmQdYD2fYMY+WxvLKzNKMovYcaE38X1uHUA/7aNGfZUTzyaOAOQm1nA+j/2ELH7nIGVNWx8/N3p+1gYLcP8KrbN+mAZ5yPiDaiq+hENdM0zYcIElixZgkKhYNiwYTRp0gSF4t5t1NLT05k1axY6na4ic/oG06dPr/Lc1XIL/tNPP2XYsGF89dVXbN26leLi4kr7TUxM6N27Nx9++CGdOnWqjilFahgfTwc+enUQBYWlvP7pilqJFLZsNxCtVs2JAys4cXAlgkRKcPvB9z/xPpyKSODEscscP3wRrdb4Q559B7UiJNQHWztzvvt8vVFHcQUBRo7tQM++gfz63RbizlfvuluRB6esTMOcX3ZgYWVKbva9UqgNhyAImJlaYWZqhYvT7VVe1eoyCoqyKgx2/nWDnVeQQX5hBmq1isKibAqLsrmWGnvb+SZys1uMtdNNo23piKWlPVJJzUSvq4JGraG4oJTGAR68/fuT/PXFei6cumIwPSJwbEc0545dYuRzvbkUfVU0z3WE8xHxxJyIJ7RXIIOf6IaDqw22ToZPOW3oJJxPZt6MVbj5ONFnTAcaB3gQe/LmZ5idszW5GflGfW0jcme+/PJLPvjgA1599VV++uknvccLDw9Hp9Px008/MXXq1Cqdc+7cOWbNmgU8mGH+L9V2FdC2bVtWrlyJWq3m3LlzpKeno9FocHBwIDAwEDOz+hOZbQgkJWdTXKLCytIUH08H4pOyamXeVh2GotNqiQxfRcT+ZUgkUoLaDtBrTI1Gy5+zdleTQsOzac0JQjv44uPrTLuwphw7dNHQkh4anQ4UCjkSiYQnnunBFx+tpqio4VVermuUlWkqmefg1t4UF6mMphCfTCbHzsYVO5vbq+/rdDpKSgvIK0iviFpXPAozKSrORVVWQmZ2IpnZt/fFFgQJVhb2t6SHX19/bVlutKv3Xv/tnDt+mW9fXMBT00fh2dSFF78cy8a/9rNr+RHxgtOAFOaV8PfXGytt82/nS/s+QayetZOC3OK7nClSk+h0ELHrLKf2xxA2oBVHtp+p2Nc4wANBELh89qoBFTZcUhIy+Pubjcjk0oraARKphFe+G4+yVMWyn7YSf+6agVWKVBfHjx9n7ty5BAcHV9uYaWnlqf+dO3eutjGrSrXfRpfJZNX6jyNiGDRaHecupNA2uBEtW3jUmoEGCAkbjlar4dThtRzb+y8SiYSANv1qbf66Tn5+Cds2nmLE6PYMf7Qdp08koDTidV2rlhyhaXNXXN1sGTe5K/N+22loSSK30MTPhadf6INao+H3H7YZjYm+G4IgYG5mjbmZNW7Ot7dTVKtV5BdmVo5aX49c5xdkotGUle8vzISU2yvIK2Rm2JjZY21uX/7TzB4bcwdszOyxVFgjkUhvO+dByUrN48fX/mb0y/3o2D+YYU/1oLG/B/98u5ES8QZUnUAiERj9Yl8c3e1oEdqYdfP2cGTbmfufKFIjqMs0HNhws8K/IBEY80p/PHydiTp0gQ0L9pF6pebrF4jcjvqW4qhujRwxt1Jg52xNYZ5406m+UFhYyPjx45k3bx6ff/55tY2rVJZ/35mamlbbmFXFcHloInWeqJjkCgO9fkftfvG37jQSrVbDmaMbOLL7HwSJFP+Q3nqNaWllSrdeAZiayVm99Gg1KTUMe7afpUv3Fjg6W9N3UCs2rjlhaEkPjUql5q85e3hr2jBCQn3o3L054ftuT6sVMQxX4jOJPX+NgJZevPBGf37/cRsXY43bRN8LmcwEe1t37G3db9un02kpLsm/Zd319bXXhRnk5WdQUpqPUl1CesE10gtuj5xIBAlWpnbYmF831hUGu/x3E1nVLwLKVGr+/X4z8eeuMfrFvrTs5Eez1j6cPii+d+oCWq2OBf9by2OvDcTLz5Vxbw6iXe9Alv68tV5XHjYW5CYy4s9dw7WRIy07+RHYoQlHd0Sx5e+DYrV7A3Ltcjozxs+iWetG4vukHvHiiy8yePBg+vTpU60G2pBUq4FOS0tj7969REdHk52dDYC9vT1BQUH06NEDFxeX6pxOpIaJji2/APTxdMDSQkFhLUY2BEEgtMuj6LRaoo5v4vDOhUgkEpoH93zoMe0dLRk8og1qtYadm8+Qb8QtrdRqDauXH2PqS33oPaAlh/bH1sliT1Ul6UoW61dFMGpsBx59PIyLsamkpdZsH3KRqqFWa5jzy06efaVPuYl+vT+zftxe7X2ijQFBkGBhbouFuS1uLn637S8rU1J0+QJ5xdnklWSTX5JNXnEWeSU55Jdko9VpyCvJIq/kzhk9pnILbMzsKkWtbxhsC4U1EkFy2zmHt5zm6sU0Atr7iua5jpF0IY3vX15Ij1HtGDSpK34hjXhvzlNsWxzOrhVHxSrqBkRVWsbyX7axd81xhjzZnZCuzQkb0IrQngHsX3uCHcsOU1IoZnMYgtJiJWfC4wwtQ+Q+5OdXLvyqUCjuWMBr6dKlREZGcvz48WrX8OSTT6LT6R6omJmdnV3FefpQLQY6KSmJt956i7Vr16JW3zmVVCqVMnLkSL799lu8vb2rY1qRGiY3v4TE5Gy83e0Jau7OkcjarZAoCAJtu41Bq1Vz9sQ2wrcvQBCkNGvZ7aHGS4zP5PLFNHybutClZws2rztZzYprl9MnEog7n0wzf3f6DAxm+T+HDC1JL3Zvi8I/yBP/QA8mP9eTbz5dVy+KvtUH/muin3+9X4M10fdCLlfgYOmKg+Wd1l5rKVTmk3/dXFcY7JJs8ouzKSkrovT6Iy3/9jWZEkGKtZnd7enhZg6ozitJunAzK8DK1pweo9qx5e+DldIjRWofrVbH7pXHOHUwlrGv9Me/rS9DJncnMS6VmBP1q+qwMZKelM2fn63Bp4U7w57pSdOWXvQZ25GEmGTRxIkYPSaFIK/mFX7C9TbLXl5elbbPmDHjtqrWSUlJvPrqq2zfvr1G0qznz5//wOe4ubk91Hn/Re82VgcOHGDo0KEUFBTc180LgoCVlRUbN26kS5cu+kxbp6ivbawARg1szeBeQRyJjGfekoMG0aDT6Ti6+x/OndwBCHQd8DR+QV0rHXOvNla3EtrelynP9yI/r5iP3lqK2sgjAJ5e9gSFeLNraxRl9eBC2cbWnNffG8yGNSc4cfSyoeWI/AeZTMrUl/sQGOyFUlnGVx+vJV3MFKjEw7axUqlLKyLVecVZFeY6rzibgtIctLp7f1aZmVhicz0tvN+InnTq3h4ruR0HV5yjKFuMpNUV2vYKoElLL5b9vK1imyAgFoCrIwS0b0JI1+b8+/3mim2eTV1IvZIp3owSeSDqQhurMdNqpo3V8s+nkpSUVOl13SkCvXbtWkaOHIlUerP2h0ajQRAEJBIJSqWy0j5jQi8Dfe3aNQIDAyvC+AMHDmTKlCm0b9++Il07LS2N48eP8+eff7J5c/kHko2NDWfPnsXd/fY1ZsZIfTbQbs42NPK0Jzo2uVZTuP+LTqfj8M6FxJwur6bdsddEAtr0rdhfVQMtkQp89u1j2NpZsHDeXqOuYF1fkUgEMfJch7lhovNyi/n3rwPihf9/qIk+0FqdlsLSvIpodXkEu9xk55dkU1p27+Uotlb2WMhssTV3xNbcETuL8p/WZvZIq6GomcjDY2VrzsvfjmPr4nAi995elE7EsJiamzBj0fOolGVs+/cQR7edEVPvRapEfTfQVXldBQUFXLlSuc3i5MmTadGiBe+++y5BQUF6afnv2A9Ko0aN7jjWrdvvhl4p3F999RX5+flIpVIWLFjAhAkTbjvGy8sLLy8vRo0axb///sukSZPIz8/nq6++4pdfftFnepFaICU9j5R0w0eYBEEgrM8kJBIp507u4Mjuv1Epi2nVcRiCIFR5HK1Gx96dZxkxuj19BgTXKwMtkQi4utuRfDXb0FL04lbzbG1thkQqkJsjVuOsK6jVGub+ugONRiea51pCIkiwNrPD2swO7Jvctl9ZVlKREp5bnEVecRaFZTkUaXLJys4ityCbXLK5llM5q0MQJNiY2d1irJ2wMXfEUmGNuYkVJjLFA32+ijw4vUZ3wLWRI09+MJyOA4JZ8et2sXhSHcLJw44yZRl2TtY89uoA+o7tyLbFhzi2M7qi9ZKIiMidsbKyus0kW1hY4ODgoLd5BvD19dVrLbNWe/M9fOtYt26/G3oZ6M2bNyMIAs8888wdzfN/GTduHAcPHmT27Nls2rRJNNAiD4QgSOjQawImphacOryWyPBVKEuLaN/j8Qca5+DeGAYObY2Hlz0tAj2IOWv8fQatbcx44fX+ODpZ8+n7K4y6QNoNfHydePaVvmRmFPDTV5vQiBcrdYZblz5IJAKTn+3JueirHD4grhk0BAq5Gc5yD5ytPSptl0gldHukFZ7BdsTFxRFxJJIdG/aRnpNCblEmam0ZucVZ5BZnAbcXIJNJ5JgrrLAwsSr/qbDC3OT6z1u2m5lY3LHAmcj92fTXfkqKlPR7PIwWbRrz/pyn2Ln8KDuWHqZMZbztCesLSRfS+PTJOXQaFELfx8JwcLVl3JuD6PtYGFsXh3Ni91kxY0pExEDoc4P3v8b7xlhVNeR6Gejk5GQARo8eXeVzRo8ezezZsyvOFan7mJnK6dbBDy83O/5YGm5QLYIg0KbzKBSm5hzd8y9nT2xFpSymd5vxSCRVu4ArKVaxd9dZLCxMyUzPv/8JRkBBfilarQ4zcxNGjGnPoj/2GVqS3uTnlSCTSfFt6sLw0e2MvvVYfaVdWFPatPelTXtfTE3l7Nlx1tCSRK6j1WjZu/wkLS41ZsI7I+nbfSCyRA9UpWXodDqKlPnkFGeSW5RJbnEGOcWZ5BVnUawqQKVWotaWVaSJ3wsBATMTy9uM9Z0Mt0wqr6VXbxyoyzRs//cQJ3af5dGX+hHYvgkDJnSmXZ9AVv2+k+gj9SdLylhRl2nYv+4Eh7ecpvOQ1vQZ2xEnDzvGvzmIKzHJpBt51peISG2yd+/eahvrzz//NNhYehloOzs70tLSsLGxqfI5N461s7PTZ2qRWmbUwNbIpBLW7zxDeqbheyQGhg5AbmJO+Pb5XIjej6agkL7dnkZaxYuz9Ssjalhh7aLT6Vj6dzhvTxtOh85+HNofy8U44+7Vm51VyKI/9vHcq/3o3b8ll+JSOR2p33oXkernaPgF3D3t6DMgmEfHhaEwlbN1wylDyxK5hZgT8Xz93J+YWSpQlZYB5ZkD9raOWJra4HWHtPAyjYpiZQFFqoLyn8oCilXlP2/8XqwsoFhVhA5d+XNVAdzn68FEZlphqssNtiUWCmvMbzHbFgorFDKzBpU+npWax5xpK2jVpTkjn+uFg6stzUIaiQa6DlGmUrN39XEObT5F16FtsHG0qmSevZu7kRSXIi5tERGpJSZNmmSwsfQy0G3btmXTpk1ERUXRpk2bKp0TFRVVca6IcVBSWkbspTQCm7kREuDJ9v11o9BJs5bdMFGYsXfTLC5fiWTzrt8Y0PMF5PLb+9A1BBLjMwnfF0PXnv6MndiJLz9eg1Zj3N/kUacS2bn1DH0GBDPhqW5cTVpLVobhb+CIVGbNsmOUFKsYOqotQ0e1xczMhDXLjxlalkHQeDgaWsIdyQVytcB1fb37t6RLzxb8OWs3SVdu70stASyvP+6FVquhpLSA4pI8iorzKC659ZF/fVsuxcV5aLRqVOpSVOpScosz7jmuRCLD3MwaCzMbzM1sMDe//tPMBouK360xM7NGKql8KVMThdxqi9MHYzkfcZlej7Rn39qbN3ptHa0oLiytuAEiYjhUpWXsWlE5I8rJw443fppIypVMtvx9UGyBJSJSz9HLQL/yyits3LiRb775htGjR2Nufu9Kb8XFxXz99dcIgsDLL7+sz9Qitczpc1cJbOZGK/+6Y6ABfJq1o6+JGbvW/kRS8jk27PiRQb1fxlRhUaXzvRo50Kt/S9atPE5udlENq6151q+KIKStD+6e9vTsE8SubVGGlqQ361Yex7epC75NXXjq+V788MUGo28/Vh/ZuuEUytIyHh0XRp+BwZiayVm66JBeBT5EagaZTEKXni1wdrHhrWnDWLv82EOn3kskUizMbbEwt8XJ4e7H6XQ6VKoSikryKCnJo6gkj+LrhrvoVtNdnIdSVYxWq6awKJvCovulxwqYmVpidovZttCYlEeyTSqnlJvIjOPmqqq0jK2LKy+XmvjuUBzcbFg7ZzenDty+Xl3EsLj5OKEsVeHh68zTM0aRdCGVzYsOcPboJUNLExERqQH07gP9ySef8Mknn9C2bVvmzp1LSEjIHY87ffo0U6dOJSIighkzZjB9+nR9pq1T1Oc2VjdwtLPk6w9GotFoee2TFRSXqAwtqRK5586xaecvKFXFONh5MrTf65ib3b9twKvvDKKZvzs7t5ypNxGzsK7NmDClG6UlKj79YCV5ucZfwdrW3oL3Px6JpZUpG9ecYMv6k4aWJHIXwro2Y9yTXVGXafjm07WkJOcaWpLIHTAzN2HClG6EhPoA5dkef8/fR1Gh4XtGazRl16PXuRSX5FeKaleOcueju09/7FuRS03uWATtv2u1zeTmCHWoKJqNgyWv/TgRB9fyJXAxkfGsmrmTtKTbMwdEDIe5lSk9H2lH9xFtMTUvv1mTEJPM5oUHiDkRb2B1IrWN2MaqflMlA/3pp5/ec//GjRuJiIhAEARatmxJu3btcHZ2RhCEij7Qt6ZuDx48GKDemOiGYKABPnljCJ5udsxdfICjpxIMLacSpplKMrOvsmH7j5SU5mNj5cyw/m9gZXmPkAgQGOzFC6/3p6RExbQ3l1BaYvzpcYIAb3wwFJ0O/p6/j4y0+lEoLaClJ+06NmHponCUSrE6bV2mTbvGlJSoOB9t/BXu6ztde/rzyOMdkMtl5OYUsWDOHi7GGkf9BJ1OS0lp4XWTnXs9op1PSUbqbWu3yzRVv+krESTlRdHuU33cQmF1W/p4TSFXyOgzpiN9xnZEbiJDo9awd00EW/8JR1nHbmg3dCyszeg9ugNdh7dBYWpCcUEpH0/8ndJi8e/UkBANdM3zySef6HX+jBkzHvrcKhloiURSpWIeOp3ursfdaZ9Go6mizLpNQzHQowaEMLh3S46dSmDO4gOGllMJ08zyqElefjrrt/1AQVEWFua2DOv/JnY2rnc9TxDgw88ewc3DjtXLjrJrq/GnPANYWCooLlKKxUxE6gRu7rbkZBdRKq7frJN4eNkz5fleuLrZolKq+ejtpRQWlBpa1kNzpzXQKrWyclG06wXRim8pjlasLKCk7MGW8ihkptcLoFlibnL9Z8Xzm7+bmVgilUj1fm0OrjaMer4PLcP8AMjLKuDXt5eIlaDrIFa25vQe05H87EJ2r7yZ4dakpReXopIMqEykNhANdM0jlUqrrQ/0g1LlW6dVFXiv48S1cMbNqXNX6dPVnzJ13b3xYWPtzMhB77Jh+4/k5KWwdss3DOv/Bg52nnc8XqeDXduimDClG736BbFv5znUdfj1VZW6kIZZ03Tt6c/xwxdFU1bHcXSy4pV3BpOfV8zMH7aSn2f8PcrrG9eSsvn647WMmdCJ1OQcozbPd8NEpsBEpsDW4t5F3jRaDSWqwkpVx/9rvG9EtrU6DUp1KUp1KTlF9y6KBmAqN7/dYJtYYa74j9mWWyC5i9nOSs1j3oxVBLRvwiPP96GsTE1mcs5D/ZuI1CwFucWsnbu70raAdr48978xJMalsH3JYaIOxYk3ukVEHpIH7dRwr0Dvg1IlA62PQxepP8QnZfLaxytQldXt9FlLCztGDHyb9dt+ICvnKmu3fsfQvq/j7NjojscfO3SRQcPbYO9gSccufhzcG1PLimsOExMZQ0aGotZo6lXrrtHjwujRN5AWgR78MXOneAFShzE1lQM6PL0deGvaMH77fivpqXmGliXyH1QqNf/8ub/SNq9GDjRp5sq+nWcbzHtMKpFiaWqDpem923PqdDqU6hKKlYW3tPQqpEhVWGHAS1SF5dvLitDptJSWFVNaVkx2Ufp9dShkppjKzVHIzTGVm2MmN0chN8P0+vPYlFNs374NR0cHlIU6TOVmmJtZMPLZ3uxedYxs8T1WJ7F3tUFVWoZ3MzeenjGK5IQMdiw5zMl959FqG8ibTESkmlCr7+9HSktLiYuLY9myZfz444+0atWKFStW4Ol558BaVdG7iJhIw0nhrsvcSOG+lVJlERt3/Ex6ZjwmcjMG930FN+emdzy/e+8AxkzoRGZGAZ+8t7zefJEFBHny4psD0Gq1fPPpuju2qzFGGjV24vX3ByOXy9iwOkLsO1zHcXCy4sU3BuDiakNhYSmzf9pO/KX7mwgRwyGXS3nv45G4utty/uw1/pm/j9wc4yhIWNfaWN0wz8WqQoqUhZSoCq7/LKRIVVDZcKuKgIf7/pFIJNjb22Nv74BMJ0eZr0UuMcVUboap3OL6z3JTbnbdiCvkZsilJg2q57ahsbQxo/vIdnQb3gYzC1MAMq7lsHPZYY5sj0JXT64/GjpiCnfdIyIigp49e+Lu7k5ERARWVlYPPZZooKuBhmignR2syMwprDNG804GGkClKmHTrl9JSbuATKZgcO+X8HBrcdtxchMpb304jGOHL7Jv59l61SZp8nM9aduhCYlXMvn203V15m+mLx27+DHxqe5otTrm/LKd6NPimrK6jKWVKc+/2g+fJs6olGr+nL2bqFOJhpYlcg+69vRn1NgOmChkFBcpWboonBPHLhta1n2pawb6QdBqNdcj1SUVEetbnyvvsK20rBi19uGXskgEaUVk2/SWKLfpLSb7v9tM5WbIpPJqfOUNDzMLBV2Hh9JjZFssbcy5djmdb57/s8Fke9R3RANdN/noo4/43//+x/Tp0/n4448fehzRQFcDDc1Av/VsX/ybuvLNrO3EXk4ztBzg7gYaoEytZMvu37mafA6pVM7Ani/g7RlUi+oMi5W1GR/97xEsLE1Zs+woO+tJoTSAMRM60b13ACXFKr75dC3p9aTieH3FxETGlOd70TLEG61Wy+yft3P2zFVDyxK5B86uNjzxTHd8fJ0BOH7kIsv+PkRJHa4obMwG+mFRa8oqDLWbnx1BXX1QoyI7O5uES4mcOnyW9LSM24y3VvfwNT9kEvkdjbfibmbcxByFzKxaiqnVJ0xM5XQeHELGtRyij1ystO3Q5tNilXUjRTTQdZODBw/SvXt3AgMDOXPmzEOPU+39F/Lz8ykoKKhShW1vb+/qnl6kFsjKKQSgTZBXnTHQ90IuUzCo10ts3zeHhKTTbN79G/26T8W3URtDS6sVCvJLWL3sKBOf6s7gEaGcOpFAZkaBoWVVC6uWHMHDy56mzVyZ+nJfvvt8vVhUrA6jUqmZ++sOHn+iC+4edlyIMY52SQ2Z9NQ8vv9iAwOGtGbA0BDadWxK02Zu/PDFBrKzCg0t745oPO5dKKw+IgBm1x+lwMmjGrr1bsn48a0xN1cQdSqR2T9vr3SOTqdDrVZSqiy6/ihEWfF7EUpl4S37iq7vK0SpKio/V1tGoTKPQuWDrbc2kZuhUJhjqrBEobDAVGGBqcISU4XFXZ5bYiI3QyKpO725q5MSYOeR632ir//f7dgviJGPd6Tf+M7s3XmWvTvPUVz0YMVBG+KNJBGR+2FuXn5DIT5ev97s1WKgt2/fzqxZszhw4AA5OVWrBikIQpUWf4vUPSKjkujSriltWnqzZL1xFKaSyeT07/kcO/f/waWEE2zbO4c+Xafg59uh0nGCIBAS6kNQiBd//7H/LqMZH0cOXqB9WFOaB3jw+BNd+PW7LYaWVC1oNFrmz9zFux+PwMnFmsZNncXew3UcrVbH4gUHUJjKUalufgcIgiB2aqijaDU6Nq+L5FxUEpOe6UF2ViE52XXTPIuUo9Fo2bM9mmOHLjB4RBv27jxXsc/cQoFOq6OkRIVcbopcboqVpUOVx9bptKhUpZQqCylVFaEsLaJU9V8DXohSWVx+zHXzrVSVr6FXlZWgKiuhoPBBanII5abbpNxgK0wtb/5eYbjNUSgsK343VVgil5sa5fru7KxCUlNycXWzZfCIUHr3b8n+PefZvS2agnyxk4GIyMNy8OBBACwsLPQaR28D/dxzzzFv3jxAbFPVUDh7IZlSZRn2thb4eDqQcNU4ClNJJTL6dnsGmdSE2EuH2bF/PmpNGf5+XSqOMbcwYeLT3VAo5Jw4cplz0fUnvXTJwnA++GwUjRo74exiXW/SnfPzS5j7606kUgmXL9b9jAiRcpS3ZAoMHNaaRo2dmD9rF2Uq428jV19JuJzBVzPWYKKQVazTVChkODlbczVJ7ENcFykqVLL8n8OVto0Y3Y7gNo3YuPoEh/bHPnBdDEGQoFCYo1CYc+9a5ZXRajUoVcWVotmVfy+uZMJvbC9TKwFduQlXFpH3AAlUEkF6XevNqHa56b5psm+Net/4XWbgwmqnTyRwJvIKIaE+DBgagqe3A/0GtaJHn0DC98WwaskRca20yH0xydNhUlq9NX0EpfH+x9uyZQszZsxAp9MRGhqq11h6Geg5c+Ywd+5cAKysrBg5ciStWrXC1ta23qbaiIBareXM+Wu0D/GhTZCX0RhoAIlESq8uTyKTmXA2dh97wheiVqto6d8LKL/YOLg3ht79W9J/aEi9MtAZ6fksmL2HK/EZ5OUaRzXdqnIl/v49WEXqJrb2FvQb1AoThYxX3xnMrJ+2NYg+5saKSqWulDkw6rEOdOzSjE1rI9m55Uy9KVJYX5HJpPg2dcHKyozHn+hCt94BrF5ylJhzNZ+5I5FIMTO1wsz0wSrfajRlN6PZqiJKS4tQqq5HuksLb/5+axp6aSEarRqtTkNJaQElpQ+2bEkikWEiN8XkeoReXvG7AhO52S3Pr/+UKZDJFMjlCuTXf8pk13+XKZDJHtyQ63Q6TkbEczIinqBWXvQfEoJvUxdsbS1E8ywiAkyePPm+x2i1WnJzczlz5gxXrlwBQCqVMm3aNL3m1stA3zDP/v7+7N69GxcXF73EiBgPkdGJtA/xITS4Eau3njK0nAdCECR06zgemVTO6XM7OXB0CVqdllYBfQDYtTWKbr0CaNrMFb/mblyITTGw4urjzMkrhpZQ47h72jPx6W4snLuX1ORcQ8sRuQ+52UX88t1mnnu1H42bOPP2tGHM+mk7aWIf2zqPRCJgYWGKTCZl+KPtaNWmEf/8eYCUa1VbyiVS+6jVGr6YsZquPfwZNKINHp72vPz2QM5HX2XdyuN1stWhVCrH3NwGc/MHiXeXFxCtHM2+GfWutKb7P2nnWp0GrVZ9/djqWqogIJOZIJeZIJebXv/d9PrzW8y2/FbTffN54tVotm/fRRM/D8qUAoVFSuRyBe7uTox6LIxdW6PEDCyRBseiRYseKPtZEASsrKyYP38+YWFhes2tVxVuCwsLSktLWbp0KaNHj9ZLiDHT0KpwA5gqZPw4YzQmchkf/7iRpGTDXjDdqwr33dDpdBw9uZbIM5sB6Nx+bIWJvlHd+UJMCj99valatdYVAoO9kEol9c5Uv/B6fwKDvchMz+fbz9dTWFBqaEkiVcDFzZYXXuuHo7M1xcVK/pi5i9hzyYaWJVIF2ndqyujxYZibK1CrNWxZf5Ltm0+j1YhhsrqMuYWCgUND6NY7AJmsvDL2gjl7iDhyycDKDIdOp6OsrBSlqhhVWSllZaUVP8vKSlGpb2xTUlZWcss+JWVqFWXqUtRq1fXnStTqms+mUSgUWFhYYGpqhk4rRaOWIJMpMFGDXKpALjVBLjVBdv2nXGaCXHL95y37TG49RmqCVCIzyvXjdYW6UIW7JnyJSlnCP78+WyeqcDdp0uS+Brq4uJjMzEx0Oh2Ojo4cPXoUHx8fvefWKwJtaWlJaWkpfn5+egsRMS5KlWpWbT5JVk4RKenGGSkSBIEOrUcgACfObCb82DIAWgX0YfumU3Tq1gy/Fm4093cn9nz9upAPbu3Ns6/0o6iwlM+npZOfV3+Kkiyct5e3pw3DycWGqS/35ZdvNqNWi+tq6zppKbl8+/l6pr7UhybNXHnxjQEsXRTOof2xhpYmch+OHbpI7LlkHpvUmeDWjRg6qi2t2zZm/qzdpIuZBHWW4iIlq5YeZe/OswwZGUpASy/OnkkytCyDIggCJiZmmJhUj+nQ6bSo1WWUqW8a6hvmuqzs+vNKxru0/HnZ9ed3Oa9MrUSnK1/bqlQqUSqr36gLCJXMdrm5ViCXyitMtvz6NplUfotZl5dH0a9vu92cyxEEcZmniP5culS1m315eXmsWLGCDz/8kG7durFx40aCg4P1mlsvA+3v78+BAwdISUkhJCRELyEixsfOgzGGlqA3giDQvvUI4HYTfXBvDD37BjF4ZGi9M9DRZ5JITMjE28eRcU92va29iTFTVKhk1k/beWvaMJr4uTB+chcWzttnaFkiVaCwoJRfvt3M+Mldad/JD42meoufiNQcebnFzPllB6EdfBkzvhO2dhYP3HZHxDBkZRaycN4+zMxNKvX3fuH1/lyJz2DX1iixPeBDIgiS8jRsuaJax9XpdGi16gqzrTAVCGrtTjN/Z7TaMgoLC0lJSmfNH9sp05RRplFSplGVH68pf6g1N3+/9aHRltc40KFDpVaiQgnV3IpaJrnFhMsqR75vPMKa9sfMRL9KySIiADY2Njz99NP06dOHdu3aMWjQIE6ePImTk9NDj6mXgZ46dSr79+9nyZIlDBw4UJ+hREQMxt1MtPUmM7waObJ90ynDiashtBodi/7Yx7szRtAyxJuOnf04En7B0LKqjbTUPP6YuYsX3xxA+05+pKXmsXXDKUPLEqkCarWWhfP2cehAHBdi6k/9gYbCiaOXiT2XjIurTaXlE/Wp8n995Vbz7NfCjcBgLwKDvejay5+t609xcO951GrxplZdQBAEpFI5UqkcU0W5yYyLKuVKXDIduzSjd/9uRO6M4rJ3UcU5Dq42ZFUhI0Sr1aDWlqFSXzfZ2srGu/yhRK0pQ3X9Z5laWX7c9d9v7rv1nDKgPN1WrS1DrS2jpKzorjo6Nu2n3z+SiMh/8PHx4a233uKDDz7g559/5vPPP3/osfQy0OPGjWPNmjUsXryY9u3b89JLL+kznIgR4mhnSed2TSguUbHjwHlDy3lo7mai61Nq839JuZbDprUnGDG6PY+OCyPmfDK52Xf/MjM2Ys8ns+zvcMY92ZWho9qSfDWbMycTDS1LpIrcap6trM0YP7kry/85RHaW2H+4rlNYUFrJPIeE+vDUC73YvT2ajWtOiK3KjIALMSnM+20nwx5pi4ubLaPHh9GzXxAbV0cQcfSSWAW6jqJUqtm36xwH9pxHJpOi8XAEoEWgBy++MYAzJ6+wc+sZ4i+m33McKVDdFX10Ol25ob41df0/qeo39ymReXugkcqrWUXtoVHV3+tHY6Zbt24ArF271nAGGmDx4sW89dZbvPbaayxdupQxY8bQrFkzzM3N73vujRchYrx4e9gxrG8wqel5Rm2g4d7p3PWVXVujaNXGh8ZNnJkwuSu/fb/V0JKqlfB9sbi42uLhZc+F2FRDyxF5SB6b1JmWId40auzInF92kHBZbFtmTPj6uSCRSOgzIJjg1o1Y/OcBLsaJ78e6zqkTCZw5dYWwLs0YNLwNjk5WPPlsT/oMDGbWT9vIzalf7RDrE1qtrlK7Od+mLkgkAiGhPoSE+nD5Yho7t0ZxJvLKA1Ux1gdBECoqjIuIGAq5vPymTEJCgl7j6G2g5XI5rVq1wt7ensOHD3P48OEqnScIAmq1+v4HitRpomKSmbfkIKfO1o9+yXcy0TKZhDfffIOmzVzrncHUastTud//ZCT+QZ40D3Cvd5WP1yw/hiBBrAhsxKz89zCOTlZ4ejvw2nuDWfTHfiKPXTa0LJEqsnrpUWLPJfP4E11wdrHh9feHsG/XWdatOI5SKV4H1GW0Gh3h+2I5fvgSPfsG0ndQKyQSgbxcMbpmTGxeF0nk8cv06t+S9mFN8W3qwtSXXEhPy2P3tmjC98WIPdxFGgRbt5Zfx5uamuo1jl5l8NRqNWPGjGHq1KlkZWWh0+ke6CFi/JSpNRyJjKdUWX8KjNww0aHBgwDYd2gJcZf34x/kScsQbwOrq37SU/NYsfgwc3/dUe/MM1wvtnKLeW4f1hRTU+NNC2uI5GQX8cOXGzlz8gpyuYynnu/FwGGtDS1L5AE4eyaJz6et5ODe8uKT3XsH8uHnj+DX3M3AykSqgkqlZtum08x4ZxkL5uytuIaTyaQ8Nqkzzi6GbWcjcn9Sk3P5d8EBpr+9lK0bTlFUWIqziw3deweI1+Qi9Z7S0lJmzZrF//73P3Q6HV26dNFrPL0i0LNnz2bVqlVA+cLsJ554guDgYGxtbZFIxBL1IsbLfyPRb739JkpVKRPGPUP06cR6t/6robQKGjyiDYOGt+HsmSRm/7xdvONuRChLy5j7605GjGlHnwHBDBkZioubDYsXHBDX1BoJpSVlLFl4kMjjlxn3ZFccnayQycVrBWOiqEhJ0S3V1bv3DqBrT386dWvO4QNxbN1wkpx6VEujPpKfV8KG1RFs33SKsK7NyckpqrimkZtIGfZIOw7tiyElOdegOkVE7kfPnj3ve4xWqyU3N5cLFy5QWlqKIAgoFAo+/vhjvebWy0D/8ccfAHTs2JFdu3ZhZlbdJQdERAzHf030hx9+SHh4OP26P0Xc+WzDiqtBrG3MaOLnysmIeENLqXaiTifSZ0AwgcFejJ3YmSULDxpaksgDoNPpWLPsGGkpeTw2sTNe3o5IJRLKEA20MRF7LpkvPlpFcOtGnI++VrHdxdWGNLFvtFFxLvoqfqfcaBniTZceLejYxY/wfbFs33RKXCNdx1Eq1ezdebbSto6dm9GrXxC9+gURc/Yae3eeJfp0khihFqmT7N+/H51OhyAI9/w/KghCxU9vb28WLFigd/tlvQz0xYsXEQSB999/XzTPIvWSGyba0sKBwyeWs3nzZiIjTxLWZgJuzs0MLa/asbW34L2PR2BupiArq4DE+ExDS6pWEuMzWTBnD8+81JsuPVqQk10otrcyQg7tjyU9LY/8vBKxP62RolSqOX7kUsVzWztz3pk+nMSETJYuCheNtJGQci2H2T9vp4mfC4NHhtLc353uvQPo1K0ZB/fGsGrJkXqXsVWfSbqSycmIeFq1aUSLQA9aBHqQmZ7P/t3nOXQgtlKrMxERQ9OjR4/73tyRSqVYWVnh6+tL165dGTx4MDKZ3iXA9DPQFhYWlJSU4OXlpbcQkfqJRCIYfZqsIAgENu+Gt4cfR88sJi4ulrVbvqdtq8GEBg+pV8sVcrOLuHA+hTbtfZn8bE+++ngtynpmUM6cvMLyfw7z2KTODB3VltycIo4crD89sBsKF/9TVb1H30BkUgk7t0YZSJGIPnj7OCKRSGjm784Hn41ix+YzbNt4irIyMbvAGLh0IY1fvtmMX3M3hoxsQ9PmbtjZW4rm2chIuJzBHzN3Ye9gWZ6a3705js7WjHqsA4OGt2baW0tFEy1SZ9i1a5fB5tbryr9Vq1YAXLlypVrEiBg3EomAp5st/n6u2NuWtzEzdvN8K1aWbrz/1m9MnjwZnU7L8VMbWL/9B4qKcw0trVr5d+FBsrMKcXaxYfS4MEPLqREO7DnPtk2nABj3ZFcCgjwNK0hEL1zdbRk1tgMjx3ZgyvO9MDHR/+6ySO1y5mQin09bSfTpRGQyKQOHtebDz0bRItDD0NJEHoALsSn8+NUmfvlmMxtWR1Rst7O3YPjodlha6Vf5VqR2yM4qZN3K40x7cwmLFxzgWlI2cTEplcxzo8ZOFamxIiJ3Y9asWQQHB2NtbY21tTVhYWFs2bLF0LL0Ri8D/dxzz6HT6Zg/f3516RExYkwVcp54NIzXnurN2KFtmf7qIB4Z2JrenVtga22GhbmJoSXqzYmjV5j0+JuMHPIScpmC5NRYlq37hCtX60/Uq6RYxcK5e9FqtYR1bUab9r6GllQjrF8ZwbFDFxAEAQcnK0PLEdGD1ORcViw+jEatJbS9L29NG4aj+Dc1OrIyC5n103bm/baT3JwinFxsePmtgUx6uruhpYk8ILHnk0m9pQhV/yEh9BvUik+/GcuwR9tiYSH2AjYGylQaDu2P5Yvpq1k4b2/FdnsHS96aNpSPvxpN7/4tMasH13ciNYOnpydfffUVERERRERE0KtXL4YPH87Zs2fvf3IdRtDpWRnghRdeYPbs2bzxxht8/fXXSKXS6tJmNOTn52NjY8OEl+dgomjYa8GfeqwT5qYm/L5oH018nGjSyAm5TEqnUF+KilXMXLSX7NzqLyximqm8/0HVTG5eKtv3zSUzOwmAkMB+dGgzEqm0fkS/howMZeCw1hQXK/ly+hqyswoNLanakUol+Pq5cCEmxdBSRKqBJn4uPP1ib6xtzCkuUrJg9h7ORdePHvUNDVNTOYNHhtKjTwA7t0axbsVxQ0sS0YOAIE+GjAqlUWMnAEpLVOzZeZbd26IpLqr9728R/QgM9mTSMz2wtCzPKFAqyzgWfpG9u85WunHSkFGpSvjj31fIy8vD2rp227zVpC9RKUv459dn9Xpd9vb2fPvttzz11FPVpis7O5uLFy8ik8nw8/PDyqpmb6LrZaAXLVoElIfnjx07hpeXF6NGjaJZs2aYm5vf9/xJkyY97NR1CtFA38SvsTNvPduX597/F51Oh7mZCW2CvAlr0xgfTwdWbT3J7vDqb5lkCAMNYGYuZfvuv4mK2QOAs2Nj+nV/BmsrJ4PoqU4kUoHX3xuCb1MXjhyM4+/5+w0tqcYxt1AgkQgUFpQaWorIQ2Jja87TL/bGt6kLWq2OdSuPs3PLGUPLEnlIPL0dSE/NQ6VSA+DmbotUJuVqYpaBlYk8DEGtvBkysg1ejRyB8oynrRtPie9RI0RuIqVdx6b06BOIh5d9xfbzZ6+xZOFBsjIKDKjO8NR3A52UlFTpdSkUChSKe2eWaDQaVqxYwRNPPMHJkycJCAjQW8/Vq1d5/vnn2bx5c0VBMblczpgxY/jll1+ws7OrOLakpITk5GSkUik+Pj56zatXqOzJJ5+stP4hKSmJn3/+uUrnCoJQbwy0CAgC6HRwIT6dxGvZTB4TRlZOEUHN3ZEIAldTc4iMTiI6JtnQUqsFqVTC+MldadO+MRYfmuPu1oK94QtJz4xn+frP6Nn5CZr4hBpapl5oNTr+mruXXv2CGkT0x9bOnJfeHEiZWsPPX20SqzsbKXm5xfz89SZGjw+jSw9/1GqxCJUxc6tRFgQYP6UbjRo7snfHWTaujax3RQ7rO9GnE4k+nUirNo0YNLwNnt4OmFuI6b/GyI307kP7Y/Fr7kb3PgG0atMIH18n8SZ0HcE0S4mJSfUWupWoygNW/y0gPWPGjLv2Vo6KiiIsLIzS0lIsLS1Zs2ZNtZjnnJwcunbtypUrVxAEocKTqtVqFi9ezPnz5zly5EhF1e38/HyCgoJQKpVcunSJxo0bP/Tceueair3hRKDcPJvIZbRs4Q5A+xAfLsanc+H6Iz4pk9z8EgOrrD40Gi2WVqbI5TKGjAolM6MAJ3tvduyfR1rGZbbtnU1g8x50bjcGmUxuaLkPTVZGASsWHza0jFpBbiLD0soUK2sznn2lLzN/2CaaLyNFrdayZGE4kcfiiT1fP27aiYCJQk5WZgGNmzjTq39LWrdrzIrFhzkdKRYyNTZOR17hzMkrhIT6EHfLEhrfpi40be7Kvl3nxJsjRsSF2BQuxKZg72CJh5d9pb/d6+8PIeVqjpjeXc+4UwT6bjRv3pxTp06Rm5vLqlWreOKJJ9i3b5/eJvrrr78mMTERgEGDBjFp0iTMzc1ZtmwZixcvJjIykjlz5vDiiy8C4OLiwoABA1i3bh1r1qzhjTfeeOi59Urh1rf6dqNGjfQ6v64gpnCDVCLw+jN9sDA3ITuniKAWHmzeHcW67TfTskzkUhQmcgqKqv/OpCFSuD297Hn/01EAfP3JWhITMtFo1RyLXMfJ6K0AuDg1YUjfV1CY3H9JQ11HEKB770COHrpQb9tYeDVy4NV3B2NmZsLpyAT++H0XWo14k7A+YGom5+W3BrJzyxlORiQYWo6IHgQEeTJmYiecnMsv3s6eSWLVkiNi7+h6wGvvDsavhRuFhaXs3XGWfbvOiWukjRgfXyfe/mh4xfO488kc2HOe05FX0Gi0BlRW89SFFO6nx/2CiUk1p3BXw+vq06cPTZo0Yc6cOXpp8ff3JzY2lv79+99W2fvRRx9lzZo1tG/fnsOHbwaCZs6cySuvvMLgwYNZv379Q8+tVwS6vhhgEf3RaHUciriETCblbGwyYW2zyC8oxc7GnHatGtE2uBEOdhZkZhdy5vw1Dhy/SL6Rp/hcTcrm2KELtO/kxyOPd+THLzcilcgIa/sIHm7N2bFvHmkZl9i4/SeG9HvN6E30mAmd6NYrgOYB7sz9dUe97O+ZdCWLOb/s4MU3+tOqjQ+TnurOwnn7xEybekCfgcH4+Drz9It92LvzLGuWHUWtrt8XcPWVc9FX+d+0VQwY2po+A1sSGOxFiwAPfvhyAwmXMwwtT0QPwvfFYG1jhoubLUNGhtJnQEsO7Ilh9/Yo8vPqTxZbQyHhcgY/fbWJHn0DCW7tTTN/d5r5u5OfV0z4/lgO7D5PXg0UlhWp2+h0OpRK/W+M3QjkPvvss7ftmzx5MmvWrOHkyZOo1eqKNO4bUe+oKP2651RvYrxIg+Zw5GX2H71AVm4RG3dGIZUIfPLGEAb3asm11FyWb4zkyrVsWvp78NjQtoaWWy2sW3kclVJN02autGl3cy2Ft0cQw/q/iUJhQVpmPBu2/4RSadxfEof2x1JWpia4dSN6Dwg2tJwa40JMCn/M3IVGraVdWFMem9TZ0JJEqoHN6yLZvuk0AD36BPLGB0PFVldGTFmZhg2rI/h82iqiTiVy7Vo2V+IzDS1LRE+OH7nEZx+uYv7vu7iamIWpmQl9BwXz6bdj6Tuo/n7v1GcuxKYw77edfPT2MjaviyQvtxhrG3MGDm1dqfiYSP3kgw8+4MCBAyQkJBAVFcWHH37I3r17GT9+vN5jm5qWV4H39va+bV9wcPnnhUqlIi0trWK7vX35/7lbtz0MooEWqTZuBOlsrMx47eleDOnTkrXbT/Pm5ytZuPIIR0/G8+/a4yxaeYSQQC/MTI13bfANcnOK2bGl/KJ8xJj2yOU327g5OXgzvP+bmCosSc+MZ/32HyhVFhlKqt4kXcmqWA897JG2NG3mamBFNUf06ST+mrsHrVZLi0APLK1MDS1JRE+0mvKK3L//uJXCglIaNXbivY9H0rqtj6GliehBRlo+s3/ezs9fb7pZgdVEyjMv9aFxE2cDqxN5GHQ6HZHH4/lyxhp+/3Erly6kIZfLxAi0kZObXcSmtZFMe2sJf8zcybHDFzl/S5vBHn0D6TsoWPy+rWekpaUxceJEmjdvTu/evTl69Chbt26lb9++eo99o8ykXTIAAQAASURBVJJ2enr6bfucnW9+/hcU3KwIn52drfe8IBpokRogwM+VRh4OzP7nALvDY1Grtder45Xvl0gEcnKLcHexNajO6mLHljPkZBdiYiLD1d220j5Hey+GXTfRGVlX2GDkJjp8XyzHDl1AKpUw+bmeWFnX3zX/kcfj+XPWbn78coNYUbQecfbMVb78eA2X4lIxMzfh6Rf70KVHC0PLEtGT0pKbRYt6929JSKgPb00bxqSnu2Nja9zLZxoyZ89c5YcvNvDDFxs4fuRixfYuPVrwzEt98G7saEB1Ig+DVqPjZEQCC+furQi8SKUS+g8OYcTo9vzvh8d58tkeuLjaGFaoSLUwf/58EhISUCqVpKens3PnzmoxzwAjR45EEARWrlx5275bi5ppNDcLwsbFxQGVDfbDoNcaaF9f34c+VxAELl26pM/0InWUgGZuHD+VwIX4m3eEbkQGBAEGdA9ErdFy5Wr96ONZptIw55cdZKTnV7qIu4GjvSfDB7zJ+m0/kJGVyPptPzCs/xuYKiwMoFZ/liwMx6uRI24edkx+tge/fre13q4R/m+xKUcnKzIbeG/L+kBudhE/fbOJISNDaR/WlFMnEgwtSaQaCd8Xi4OjFZ26NadDZz9CQn3YsuEke7ZHi+vejZRLF26mWwoC9B0YjKOzNSGhPpyPvsq2jae5EJtyjxFE6jrrVhyja09/fJo4065jU7ZvEnuDi9ybV155hQULFrBw4UJGjBjBkCFD7nvOzJkz0el0dOzYUa+59arCLZFUPYAtCEKli2xBECrdETBmxCrclRk/sj2Odpb8+tcetNryv7mttRnNm7jSLrgRHm62/LP6KGfjqu/LzhBVuB+U7JxrrNv2PSWlBeWR6X5vYGpqaWhZD4WLmy3vTh+ORCrhp682NojCPW3a+/LkMz1YtfQI+3adM7QckWrC1FReqee3t48jiQniWtr6gHdjR0aPC8O3qQsAGWl5rFxylOjTiQZWJqIvru629BvUirYdmyCVll+LXrqQxraNpzh7JsnA6kT0wauRAwFBnmy7XrPCWBGrcNcOMTExjBgxgkuXLvHSSy/x/PPP06xZMwCkUik6nY4zZ87g4eHBm2++ycKFC9HpdGzZsoX+/fs/9Lx6GejJkyff95iioiJiY2OJiopCEARat25Ny5YtAViwYMHDTl2nEA10ZextzfnwpYHExadzOTETZ0cr7KzNsbUxI7+glPCIS5yIqt4LmLpkoFu3bUxmRj5JV26PsGfnJrNu6/eUlObjYOfJsP5vYGZ670JG2bnJmJpYYG5et9KZgls3IjenqMGYjcEj2jBoeBsA/p6/jyMHLxhYkUh10z6sKU9M7cG+XWdZvfSY2Ae8HiAI0K5jU4aPboetnQWnTiQw77edhpYlUk04OFrSZ2AwYV2bIZeXJ1Xu2RHNyn+PGFiZSENHNNA1T+PG5cV7i4uLyczMrAjUWlpaYmdnx9WrV9HpdDg7O5OVlYVGo0EQBMaPH8+iRYv0mlsvA/0gREdHM2XKFM6ePcuiRYt45JFHamPaWkE00LfTrLEzPTs1p5GnPemZBeQXlhJ3OZ2TZxMpqoEewnXFQA8YGsLQUW25FJfKD19uvOMx2bkprNv6HSWl+djbeTC8/5t3NdGZ2VfZuOMnTBUWWJjb0sSnLc2bhiGV6LX6QuQhGfVYB3r3b4lWq2XB7D1EHo83tCSRauTG+xcg8Uomf/6+m4z0fAOrEqkOFKZy+g9pRfjeGLIyCwGwsFSg0WjvuPRGxLiwtjGjV7+WdO3Zgl+/21KRFWVqJqdMpan3PYdF6h6iga55bkSYhRtFlu6DhYUFb775Jh999NEDZVHfiVoz0ACFhYWEhISQkpLCiRMnaNGifhRuEQ30nbmRtm9taUp+Yc0WYaorBtrWzpzpX45GoZAzf9ZuIo9dvuNxObkp19O58xnY60V8vFrd8bjCohxOnNmMRqMiJzeFzJyrWJjbEhLYlxZNuyCT1Y1K5l6NHOg9oCV//7G/3l+oPP5EZ7r08Eej1jL3t51iOmg9IyDIkyem9sDSypSSEhX//nXwru9jEeNm4tPdCGzpxfpVERw+EFdvazk0JP67JOPRcR0JCfVh19YoDu2PRalUG1CdSENCNNA1z1NPPXXPz21BEDAzM8PR0ZFWrVrRp08frKyqp31lrRpogN9//52XXnqJyZMnM3/+/NqcusYQDbThqSsGGmDgsNYMGRlKTnYhn32w8q5f2Dl5qWRlJ9G0cbsqjZuXn05aZjynz+4gvyCD3l2n4OPV6oHuvtUEMpmUT78di42tOQd2n2fp3+EG01IbCILApGe60z6sKWVlGv6YuUs00fUMWztzJj/Xq6JV25HwOFb8c7jShbmIcWNiIuOd6cNx87ADIPlqNmtXHOPsmav3OVPEWJBIBKZ/8ShOLuXLn4qLlBzYc569O8+KLbFEahzRQNdvar2NVbt25WZh165dtT21iEitsHPLGTLT87Gzt2TgsDZ3Pc7OxvW+5lmn01bcXbOxdqaZbwcG9X4JiUTK4YhVFBZlG9Q8A6jVGhYv2I9Wq6NrL/963xJIp9Px9x/7iDx2GblcSvMAd0NLEqlmcnOK+fnrTWzZcBKtVkvHzs3waiS2y6lPqFRqvpixmpX/HqaosBR3T3teeH0Ar74zCG8f8W9dH9BqdXw+bTX//nWAtNQ8zC0U9B8SwqffPsb4yV1vazspIiIiUlVq3UDfMANpaWn3OVJExDgpK9Ow4t/DAPTqF4SbHl/SgiBBq60cwVaYmGNn40Zewe2N4w3F2TNXWb/qOABjxneiiZ+LgRXVLFqtjgVz9vDPn/tZvVQsVlMf0Wp1bFx9gh+/3MSa5cfEFjn1EK1Gx54dZ5nx7nK2bz5NWZmaZv7uvDtjBG3aP3ybTpG6g1qtIXxfLJ99sII5v2znUlwqcrm0osWZiIhIw0KtVnPlyhWuXLmi1zi1bqC3bdsGgI1N3aooLFKzuDpZM2FUewb2DDS0lFoh+nQSp04kIJVJGDOx80OPoyor5ejJdcReOkx2bjIAV1POk5OXiqO9N3D/6HNtrdLYsfkMEUcvIZVJeOalPtjZG2ef66qi1equr5ssfy6VSipSfkXqD5cvprFzy81+pA5OVrzyziCcXcXvsPpCSbGKdSuO88l7KzgSHkd+XjHnxFZI9QqdDs6cTOSHLzfy3efriTx2mb07zlbs9/F1IrSDLxKJYTO6REREapa4uDh8fX0rKng/LLVaynfp0qV8+eWXCIJAly5danNqEQPj6WZLz7Dm5OYXs33fOTTa+l+sZdWSI9jambNp7YmHHiMvP51T0dsRBAFrK0d0Oh35BeVto7q0H4NFFVpb3Ujxzi/IwERuVqO9pxf/eQAXVxu8Gjky9eW+/PDlBspU9b8VkEQqMPm5ngS3bsTCeXs5cVQsOlVfGT0ujOb+7rz/8UhWLT3Cwb0xhpYkUk3kZBfx9x/7MTWrXIjqxTf6E3s+hX07z1JWVv8/z+o78ZfSmT9rd6Vtg4a3ITDYi6xHC9izPZpDB+JQijUPRESMhqSkJFJSUigtLb1n4Cg+/mb3lL1791ZaBtm9e/cqz6eXgZ4yZcp9j9FqteTk5BAZGUlycjI6nQ6ZTMZ7772nz9QiRsbJs1fJKyjB1tqcVgGeREZX7939UkdFtY5XHSRTxmezyjMueEh9Vo5+TGm+kAvRBzh9dD06HYR2fRRndz/cvFpQldJpV+PPEHtmD7lZyShLCrF18KBl+8F4+d658vfDYpqpRKVSM/fXnbwzYzgF+SVIpRLKqP8XnDotlJaokEolPDm1BxKJhOOHLxpalkgNsHTRQeTy7rQI9ODxJ7oQ1Mqbf/7cT2FBzXYaEKk9bm1rFRjsRUDL8kf33gFsWBXB8SMXEQt21y8uX0zD28cRB0crHh0XxqARbTi0L5a9O8+Sk11kaHkiIiJ3Yfbs2XzxxRdcvfrgBSB79epV6blWW/UuMnpV4ZZIJFUuYHRjGmtra/744w8effTRh522ziFW4a4aIweEMKR3S87GJfPDvIZXRM7MVE7JA97R1mo1SCRSANKTL7J30yyC2g4koHWfKp1/6fwhju5eTGlJIV6+wZiaW5OdkURediode42nWcuq3227H7dWQndytiYzo6BBtYURBHj8iS507t4CrVbHP3/u52j4BUPLEqkBBAF69A1i+KPtkMul5OeVsHjBfqJPi2m/9Q1BEGjfqSlDR4ViZ1+evZN0JZO1y48Tc+6agdWJVCdyuZT2nZrSu39LXNxsAdBotOzccob1qyIMK07E6BCrcNc8a9eu5ZFHHnngbjQ3rk1vPUen0z2QgdYrAu3t7X1fwRKJBCsrKxo3bkz37t2ZMGECjo5ihcuGyP6jFxjUM4jAZu44O1iRnlVgaEm1xsAegQzuHcS3s3dw5Vr2XY8rUymRm5RHq3U6bYV5BnB2b4qzWxOijm3EL7Az8rt8KGq1WiQSCekplziy628kEhm9hr+Mj19bdDot2emJhG9fwNE9i3H1aoG1bfUX/MpIz6/03N7Bkuyswmqfpy6h08GShQfRasqrkU+Y0g2JRODwgThDSxOpZnQ62LM9mthzyTz5bA88PO15/rX+zPllB2dO6leYRKRuodPpOBp+gchjl+nRN5D+g0PwauTIy28P5Fz0Vf6avYeiorrTRlHk4SkrKy84dmh/LIHBXvTqF0TzAA8yM25eq0ilEnTo0Goazs1hEeNFmpKFVGZavWOq60621Zw5cwDw9fXlrbfeokmTJigU9874jI+PZ8qUKeh0Ovbs2fPQc+tloBMSEvQ5XaSBkZVTRHRsMsH+HnTr6MfKTZGGllRreLjZYmZqwoRRHfjit613jczGnN6NrYM7Xr6tEITyGn83WllJJFLkCjOUpcXkZF7D2b3pHce4cVPrzNENKEuL6dhrfIV5FgQJDi4+BHcYwu71v5GRcrlGDPQNZDIJj03qTKtQH779dB3pafn3P8mI0elg6d/haHVauvcOZMKUbgiCwKH9sYaWJlIDJF/N5ptP1jHs0bb4NXfjrFh4qt5SVqZhx+YzHNofy4AhIXTrHYC1tRnFxaJ5rm/odOWFQKNPJ+HhZU96al7Fvk7dmtNvcCv27TpH+L4YSopVBlQqItKwOXXqFDqdjh9++IFhw4ZV6Zxbg7jdunV76LlrvQq3SMNm75HyaFyXdk2QyRrOf7/lG09QXKLC19uRHh3v3DpDoy4jJzOJnWt+JOLACjJT49Fo1AiCBIlESmZqPNcSojEzt65YKnAnIy4IAtkZSSRePImdkyd+QTc+IISK9JQbP3Ozrt11nOpApwNnFxvMzRU8+0o/zMxMamSeusbyfw6ze3s0SmUZ6Wl59z9BxGhRqzWsXnqU7/+3AY2m/H0llUro2tMfiVSs6FvfKCpUsmrpUT79YCV/z99fsRZaoZAxZFQollbVG+0RMSzXkrIrFY4Lbe+LvYMlI8e053/fP85jEzvj5mFnQIUiIg2X7OzyjM7mzZvX+ty1WoVbRCQq5hoJSVmcibmGTCpBra76egNjJr+glDXbTjF+RHseGdSaU+eukpNXXOkYiVRGQOs+qJTFnIvcTuKFE7h5B2BmYY1Op+P8qV0oSwpp2W4Qtg4eALctobgRZb50LhwA3+YdkJuYVmy/cby6rDxqYmXjVKOvW6PRMm/mLt6dMRxXd1ueeak3M3/YVmE06jOrlhxh/+5zZNTzqLtIOWr1zYvsfoNbMWRkKF16tODv+fu5mphlQGUiNUFWRuUlSN16BzBwaGt69Q1iz46z7NoWRbGY2l3v+O37rbTt6Euvfi3x8LKnay9/uvbyJy4mhb07z3L6RIKhJYqINBjUajUAMlnt29mGEwIUqRNotTo++2Uz67afplSpNrScWmXPoTguXcnAzNSEiaM63LZfEAQcXX3pM+I1eg9/FQtrRy6eO8ipI+s5c3QjWo2akLARBIb2B+4WfS5/S1+OOYqJwgzvJm1uO0ajUZOfm4ZUKqtYR/0gxRcelIL8Emb9tJ3SEhXNAzwY92TDaWF3q3n28LJn+KPtqMF/apE6QnpqHoWFpXh6O/DOR8MZMjK0QWXcNEQSEzK5Ep+BwlTOgKEhfPrNWAYOa42pqdzQ0kSqEbVaw5GDF/hi+mp++noTJ4/Ho9FoadbCjQ6d7rysSkREpGaoyWvX+2G0Eei1a9eyZcsWIiIiSE5OJisrC3NzcwICAhg7dizPP/88JiZ3Thc9fPgwX331FYcOHaKwsJDGjRvz+OOP8/bbb2Nq2vDSr3Q6LQe2/oFfYFfcvP0NLafeotPpWLD8MDNeH0yrAE86hPhw9FTCHY/18AnCwycIZWkRmanxSGVyrGycsLCyrzimKL88qmVp43h9/PIoc1b6FYoKsnHx8MPOyRO4aawBVKXFXEuIwtzKDquKcx+sguGDci0pm/m/7+a51/rRsUszMjMK2LL+ZI3NV9dQKGS88Hp/bO0ssLW34O/5+8QiNPWYE8cuExeTwtgJnWjdrjEDh7WmVZtG/P3nfhLjMw0tT6QGiD2XzDefriO4tTdDRrbFw8ueISND6dE3kB2bz7BzyxlDSxSpZi7EpHAhJgVbO3O69PAn5uzNquwOjpYMfaQt+3ed5/LFNAOqFBGpv/z5558AuLhUvZaPp6cnCxYs0HvuKrexkkql9z/oQSYWhIrQ+8PQpUsXwsPDUSgUuLu74+DgQEpKCteulX+AhYaGsnPnTmxtbSudt3jxYp544gk0Gg0eHh44OzsTHR1NWVkZ7dq1Y+/evZibmz+QFmNvY3X+1C4O71yIIAi07jSKVh2HVjJcNYEgQMvmHni627F5d3SNzlXXGNKnJUN7t2Tl5pPsOHD+gc69UWFbrVZxZPc/XIk7TlifJ2ncvF3F3+zS+UPs2zSHkI7DaNPlkUqtsAASL51k55qfaBIQRue+U5DJq2dd8q1trO5G5+7NGfdkVzRqLZ9+sKJSddP6TtuOTZj0VHekMglRpxKZP2sXZar63yO7odO6bWPGTuyElbUZWq2WJQvDxaJy9RxBKP+7Dx4Riqu7LRFHLrFgzsNXexUxPkaMbk/fQcFAeduzfbvOEXH0kviZ34CoC22snu05A5NqrsKtUpcyZ88ndaKNlSGpskvS6XTV/tCHp59+mj179lBQUMDly5c5fvw4V69e5fDhw3h6enLixAk+/PDDSuckJCTw1FNPodFo+Oabb0hKSiIyMpILFy7QvHlzjh8/zjvvvKOXLmOkaUAXmgZ2QafTERm+im0rv6OkqGbXbbo6WfPqU70Y2b8V9rYPdsPC2Nmy5ywf/7jxgc0zlLeFA9CUqdCoVShLi9FoyhAEScV7ytyyPEotrTDGN4uHFRfmcPHsQWRyBZ4+wcjkJnd8Lz5IL7wHIXxfLBvXnGDWz9salHkGiDhyiTm/bkelVNMyxJuX3hzYYIqqNWRORsTz+bRVRBy5hFqt5UJsiqElidQwOh1EHi//uy+cu5dNa09U7HNwsqJrT3+kUjGlvz5z/MhFwvfHolKp8WrkyIQp3fjf948zamwHHJ2sDC1PRERET6ocgZ48ebJeE+l0OjZv3kxWVlZFuqhGUzN34lasWMGYMWNwd3eviEgDvPjii/z+++/069ePbdu2VTrn0KFDdO7cGblcTlJS0gOlA9y40zNm2lzkpsZrBi9F7uf4hr/QlKkws7Kl8+gXcPENqLH53hvXi6DGbmw4dJZle07pNZYit/4XpboTBbkZmJiaozC1qIhOZ6UlsPHfz3BvFEDfUW9WOj46YisnDqzAp1k72nUfi7nlnauHrvnrQ0zNrfDyDcHLtxU29m731VKVCLQINPFz4bnX+mFuruBqYhYzv99Kfn6JoWWJ1AIOjpZkZd7shx7c2pvzZ6+JUakGxMSnutGxSzOyMsuXsRw9dEFczlGPMbdQENalGV17+ePkXB6tKy5S8v5rixtMEdWGihiBrnkWLlyo1/lPPPHEHce6dfvdqLKB1oe1a9cyY8YMoqPLU3V1Oh3e3t411kc6KiqK4OBgbG1tycnJqZjTw8ODlJQUli1bxpgxY247z9/fn5iYGObMmcPUqVOrPF99MdAAuWlXObjsV/LSryEIAi17PUJg92EVkc/qpI2fB2+M6UFhiZJXf12DsuzhLyKN1UA38rBnRP8Q5v57gJLSMr3Hu7EOOnz7AuKi99Om8yh8mrXD3MKGxEunOLhtPqZmlvQd9Sb2Tl53HKMgN4MVf1Q23ta2Lnj6tsLLNwRXz+ZIZbcXxnkYA+3kYs3YCZ1YOG8fBQ3IRHp42fPSmwOwtjEnfH8s/y44YGhJIrWMb1MXXn9/CJkZ+fwzfz+XLojrJBsCXXq0YOCw1tjaWQCQnpbH5nUniThyqcbaCYoYHkGAgJaedO8dSFpKLquWHq3Y16lbc06dSBCrttczRANd80ilUr0+N2/Ntrx1rKpkYdZoDtHmzZtp27YtjzzyCNHR0eh0OlxdXfn111+Ji4ursXkPHz4MQJs2NysQJyYmkpJSnjrXuXPnO553Y/vRo0fvuL8hYOviyYDnPsG3dVd0Oh1ndq1kz8JvKC2s/l62Jy8mk5ZTgKWZgs5Bjat9/LqOIMDTj3ch2N+DRwffXi374cYsf0v7t+6Ns1sTIg+uYve6X1m94AP2bZqNmbk17XuMu6t5BrCydeKRKV/Tvsc43LwDkEik5OemcS5yO9tWfsPimS+yc+3PxJ7ZS3Fhjl56n3imB/5Bnjz3Sl/kJtVbZ6Eucy0pmx++2EjkscusWnLE0HJEDIBMLiEvtxhnFxtee28Io8eFYWJitHU9RarIwb0xfPzuclYtOUJBfgnOLjY8ObUHH342iuDW3oaWJ1JD6HRw9sxVfv9xG6uX3bzGbNrMlfGTu/K/Hx5n3OSueHo7GFCliIhxIQiCXo+7jVWluWsiAr1jxw6mT5/OsWPHgPLor7OzM++++y7PP/98jVS61mg0pKSksH79et577z20Wi27d++mffv2AOzcuZO+ffuiUCgoKSm54z/QF198wYcffkjXrl3Zv39/leeuTxHoW7kcuZ9jGxaiKVPWWEp3/3bNmdivLVczcnlv7qaHHsdYI9DNfJ159/nytlTfzN5O7KXqjUJdOn+YhLhjCIIEBxcf/AK73DVt+26olCUkX4km6fJprsafpqSo8s0UB+dGePq2ool9AM6OPpUKlt0PJxdr3po2DEtLU06dSOCPmbsadBTG3sGS7KzC+x8oUi8wMzNh5GMd6NytOQCZ6fn8s+AAF2LEddINAYVCRrfeAfQdGIyFpSmb1kayeV2koWWJ1CLN/d0Z9ViHSsb50oU09u8+x6mIeDHN24gRI9A1T2Jiol7ne3vfvGl561i3br8b1Wqg9+3bx0cffUR4eDhQbpwdHBx4++23eemllx64unVV+Omnn3j99dcrbRsxYgSfffYZQUFBFdturIt2cXEhNTX1jmPNmjWLF154gaCgIKKiou46p1KpRKm8mWqTn5+Pl5dXvTPQAHnp1ziw9JeKlO6gniMJ6jGi2lK6zRRyfnl5JGYKOV/9u4vo+Dv/be6HsRpogAmj2tMzrDkZWQV8/OPGGumPrdGokUr1j27pdFqy0q6QdPk0SZdPkZkaD9z8CDGRm+Hh2hwP9xZ4ugVgZ+N637t5TfxcePntQcjlUvbtOsvyfw7rrdMY6T+4FQOGtuavuXs4HXnF0HJEapEWgR6Mf7IL9o7lxYV2bY2qFKUSqd+Ymsnp3juQfbvO8n/2zjo8yjPt2+f4xN2FCAkhIUAIwd2t7ka93W13t/K2u33XKtvdvtvt167UXbduuDshECBAIE7c3TM+3x+TDAkakgkTuc/j4JjnuR+5rwmTzPO7L9N0WFJ5IqP8cHN3JO1w4YheVBwpRIz2Y+7CWBImhyPr7Bnf2qLhH3/5ecQV3BwuCAE9vLFJvFhycjJ//vOf2bnT0qbBbDbj7u7Ok08+yeOPP46zs7MtpjkvQUFBzJw5E71eT1FREVVVVezcuZMvv/ySF154wdp+S6PRAFywNzSASqUCoKPj4rmYL730Es8//7yN3sHgxs03iGW/eJ7UdZ+Sf3QP6Tt+oLogkxk3PYKj6+V5Ms9Hh1bP7uOnGTvKF5NpZD4kfLc+jfExQfh4uXDLVZP55Dvbh/TaQjyDJUTc2z8cb/9wEmZcS0dbM6UFxynJP05F4Um0unYKSo5RUHIMACdHd4IDxhIUEENwwFicnc79zJzOreLT93Zx7y8WMHdhHG2tWtb/NLK8MBKJhIgoP5QqOQ88uogfvkph59ZT9jZLcIXIOlXGX//0A9fclMScBbGUl9bb2yTBFUTToWfzumM9xq69eQoRo/2orGhk6/rjHErJE8XGhjH5eVXk51Xx/VcpzJwbw8y5MRj0Bupqz4jn0HBvKsoaRNFBgWAQ0C8PdGpqKn/+85/ZsmULYBHOLi4uPP744zz55JO4ubnZzNDecvDgQR5++GGOHz/OL37xC9566y1AeKBtQcGxfRxa8zEGnQaVowvTb/wFQdET+n1fhVyG3tC/L4Sh7IEGSyj30w8vQSqV8O8Pd3I8s9TeJl02yuoOauuLKS3PpLQik4qqXIymnt50D7cAggPHEhwwlkD/aFTKM78vs+eP5dbVljoEn7y3i0PJeVfUfnsjlUq4+Y4ZzF4wFoBd207x3X9ThPdphBEU4klZyRkBHT02gJZmDRVl/as3IBg6SKUSll01kXmL4nBytniP6mpb2LrhBAf25mDo5/elYPAjlUrw8HKmrtP7LJdL+eurtyOTSUlNySN5TzYlRXV2tlJwMYQHenjTJ7fUsWPHePbZZ1m3bh1gEc5OTk786le/4umnn8bT09OmRl4OU6dOZcOGDURERPDuu+/yzDPPMGrUKDw8LJ6vxsZGaxuts+mq2N117oVQqVRWb/VIInziLLyCI9n39es0VBSx69N/MHbWCiYsuhmZvO8ezv6K5+FATn41W/dmsHRuHFMTwoakgJZKpfh6h+HrHcak8csxGHRUVp+mpCKT0vIMauqKaWiqoKGpgvTMHUgkEny9wwkOsAjqXdv0ODmriBsfwsnjJfZ+O1cck8nMV5/tp7ammetumcq8RXF4ebvw0ds70A5AWL9gcNJdPKvVCu5+cB4uLg5s35LOxp/T0OnEZ2G4YzKZ2fBzGts3n2T2vBgWLovHy9uFW1fPZPnVCfz49UFSU07b20zBAGIyma3iGcDL24WODh0+vq7MWRDLnAWxFBfVkrw7m9SUPGvov0Aw2HjppZf44YcfyMrKwsHBgRkzZvD3v/+dMWPG2Hyu1NRUtm3bxsmTJ6mvt3yXenp6Mm7cOBYtWkRSUpLN5rosD/SpU6d49tln+fHHHwGLcHZwcOCXv/wlzzzzDN7e3jYzrL9MmzaNgwcP8vPPP3P11VdTVFREWFgYAKWlpQQFBZ1zzQMPPMAHH3zAfffdxwcffNDruYZrEbELYdTrOLr5S3JStgLgFRzJrJsfxdnTt1/3VSvlzJs4mqM5pVQ3Xl4hpaHugQbLCvPUieEkHznNUHQ6XqqNlUbbRllldqeHOoOm5uoex+UyJQF+UYwKjiXALwZvz2BrVfGRRsLkMFY/OA+lUk7h6Wpe+eta4YkegTi7qLnt7llMTAwDoL62ha8/P8DJ4/0rnCIYWigUMqbPjmbx8vF4ervwwVs7OHoo395mCa4wEglExQQwc04MExLDUCgsKYo6rYHPP9rDkYPiMzGYEB5oC8uWLePWW28lKSkJg8HAH/7wB9LT08nIyMDJyckmNh0/fpyHHnqI1NTUi543efJk3n33XSZOnNjvOXvtNrz99tv55ptvMJvNmM1mVCoVDz/8MM888wz+/v79NsTWGAyGHq+hoaH4+/tTWVnJ/v37z9sHuqv42dSpU6+coUMQmUJJ0qq78Y+IJeWH96grPc2GN//ItGsfIHTclD7f98GV05gaOwp/Txc+3nTxX4LhiMFgYv/h4etVUKuciBw1ichRlpZdLa11lFZkUVqRQWl5Jh2aFkrKT1FSfqrzfGcmTphCSFAsSmkgbi4+9jT/ipJ2uJDGhg08/NhikvdmC/E8Qmlt0fDe69sYNyGUm++cjpe3C798fAnHjhTy7X8P0FjfZm8TBVcAvd7Inh2Z7N+dzcTJYaSlFliPzZoXg5ePCzs2n6Sl+eL1WwRDG7MZcjIryMmswMlZxZTpo5k5N4aAIA9Ki89Ernh6OaPTGWht0djRWoHAwqZNm3rsf/TRR/j6+nLkyBHmzJnT7/tv27aNVatWodPprNHFSqUSLy8vzGYz9fX16HQ6AA4fPsy0adNYs2YNS5Ys6de8vfZAd6+67OPjw2OPPUZwcHC/Jl+9enW/rr8QhYWFREVFYTAYyMvLIzIyEoBHHnmEt956iyVLlrB58+Ye1yQnJzNz5kwUCgXFxcWXtSgw0jzQ3WltqGX/t29QW5wLQNSUhUxafgdyxYWLtV2ImFBf/njXYnR6A4+//hPN7Rf3aHZnOHigu6NUyLlh+US27s2itmFotDW6lAf6YpjNZuoby63e6fLKHPSGnvdzdfa25k8HBcTgoHbpr8mDHkcnFe1tZ34OMpkUo3F4fdYFvUOplLP86gQWLo1HJpei1eh5/n+/pamx3d6mCeyEXC7j+Zdvxt3DCZ3OQPKebLZtPEGDWFgZUZxdN+HeX8xnYmIYx48WsX93FjmZ5UMyqm2oIzzQ5ycvL4+oqCjS09N7dEvqC3V1dYwePZqmpibkcjkPPPAA999/PwkJCVbdajKZSEtL48MPP+S9997DaDTi4uJCXl5evyKnL0tA97a5dK8mlkis3uHL5ciRI6xZs4a7776biIiIHsc2bdrEE088QVZWFitWrGD9+jO9hQsKCoiJiUGn0/Hyyy/z1FNPIZFIKCoqYunSpWRnZ/PLX/6SN99887LsGckCGsBkNHBi+/ec2rMWAHf/UGbd8ivcfAIv+17P3bOU0UHe/LQvne92n+j1dcNNQN9/6wxmJEaSk1/Fy29vHRIeyP4I6LMxmgzUNxTjP0pH2rGDpKSknPP3wtszxJo/HeAXhUIxvOsSODmreOKZVezYcpLkPdn2NkdgJwKCPLht9Uzq61r5+N1d9jZHYGfGTQhl2VUTCY+0pFAZDSYOHchly/rjVFc129k6wZVGIpHwxP+uIjLKzzpWW91M8t4cUvbliAW3K8hwF9AlJSU93ldv6kOZzWauueYaGhoa2Lt3b79t+dOf/sTf/vY35HI5GzZsYOHChRc9f/v27axcuRKdTsfvf/97XnzxxT7P3ScPtC2QSCQYjX0rHrVr1y7mz58PgL+/P8HBweh0OoqLi2lsbAQgKSmJDRs2nLO68Omnn3LvvfdiMpkICgrC19eXkydPotfrSUxMZPfu3Zcdkz/SBXQXFbnpJH/3Fpq2ZmQKFVOuupuISZcXnjF5TAiP3ziH1g4tj/3nJ7T63i2yDDcB7e3hzPNPrkKtVvDt+iNs2pVhb5MuiS0FtPWeDgoe+91KPL3UrF+7iVdf+ZC8ghPUN5T1OE8qleHvE2n1UPt6hyGVymxujz1ZsnIC19xoKYCxed0x1v5wWHgVRigSCSgUcmtBMXcPRxavmMC6H4/Q0a6zs3UCezBmbCBLr5rImLGWhWuTycT3Xx1kl2iHNyIJDvVixpwxJE2PxNHRImpMJhO7tmXw/Ze2b5UpOJfBIKDvT3gMpcy2zgWdUcsHaf86Z/zZZ5/lueeeu+i1jz76KOvXr2ffvn39jmIGSExMJC0tjSeffJJXXnmlV9c89dRTvPbaa0yYMIGjR/veMrXXAnr37t19nuRCzJ07t0/XNTQ08Nlnn7F9+3ZOnTpFVVUVOp0OLy8vJk6cyM0338ydd96J/AKVoZOTk3nppZdITk6mra2NsLAwbrvtNn73u9+hVl/+So0Q0GfoaGkk+du3qMy3fGmHT5xF0lX3oFD17ucqkUh4+eFVBHi58vnWI2w6lNWr64abgAaYlRTJvTfPwGAw8uJ/NlJSPrjb2AyEgAZLIaUn/3cVfgHuVJQ18Nr/raOmpoayiszOCt+ZtLb17JurVDgQ6B/N2KhZhIWMHzbFyFZeO4kV11hyyA8fPM3nH+xBrxdV7Ec6DzyykISkcFqaO/jxm0McSs4ViysjlPBIX5aumkj8xFBeevZHSostrY7kcplofzUCUShlJEwOZ+acMYweE8D3X6awY8tJwJIW4uHpRFVlk52tHJ4MdwF9uR7oX//61/z000/s2bOH8PBwm9ji4eFBU1MTO3fu7LWm3LNnD/Pnz8fV1dXafakv9KsPtMCCENA9MZlMZOxZy4kd32M2mXD1CWTObY/h5ntu5fPzMW9iJA+snEZ9cztPvvkzhl7kfA5HAQ3wq7vnkTAuhIrqJv7yrw1oB3ELm4ES0GApivLk71fh4elMaXEd//jLGuvDoNlsprmlhpLyDEorMimryEKrOxOm5ukexKTxyxkdNnlYeKWnzYzi9ntmI5NLKS6s5d3/bBU5jyOc0WP8ufWumQQEWVowFuZX891/Uyg4XX2JKwXDFS8flx5tkG6/dzZBQR5s35zOsSOFmEzi0W+k4efvRnNzhzVKZerMKFY/MJfC09UcTM7lyKF82loH7nt8pDHcBXRv35fZbObXv/41P/74I7t27SIqKspmtjg6OqLRaEhNTSUxMbFX1xw5coQpU6agVCrp6Oh74cXh4ZYRDCqkUinj5l3Dovt+j4OLO8015Wx6+88UHE/u1fX70guobWojp7QGR5VigK0d3Hz87QEamtoJ8HXjjuv6XuF8qFNf18q//7GRpsZ2UlNO9/CkSCQS3Fx9GRczj2Xzf8m9t77Gjav+SMK4ZSgVDtQ3lrFtz/v898c/kZGzB6NxaPfLTNmfy39e2Uhri4bQMG9+9+y1hIzysrdZAjuSl13JS8/+yI/fHKKjQ0dYhC9P/fFq7n5oHu4eYlF3JNJdPFu8kGGERfpy/yMLee7vNzN/yTjU6pH9/TrSqKps6pHi4e3jgtFoIizSl1vumsnfXrudB3+1iAmJYcjlQh4IbMOjjz7K559/zn//+19cXFyorKyksrKyX+K1Cz8/S67/5YRip6WlAfS7g5TwQNsA4YG+MB2tTez/5g2q8i05vFFTFpK44k5k8ot/casU8l7nP8Pw9UADRIf78vQvFtParuP519bROEhblQykB7qLs6tSXwqttp30rJ2cyNiGRmupZu7k6M7EuCXERs8Z0oXHPL2ceejXi1A7KHn5hZ8v6+ciGL64ujpw1Q2TmTYrGqlUwoafj7L+p77neQmGBy6uDsxZMJbZC8bi4uIAQEe7jv27s9i57ZRoiTZCcXZRM3laJFNnRBEadqZmUGuLhmd/+zUazdBecLYnwgNt4UIFqD/66CPuueeeftmyevVqvvjiC8LDwzly5Ahubm4XPb+pqYnExETy8/O58847+fTTT/s8txDQNkAI6ItjMplI3/EDJ3f9BIBnUDizb/0Nzh626+s7nAU0wNSJYWTnVw1a8QxXRkD3mE+t4LpbpvDTt6mXLJyk12vJyNnLsVObaWtvtFyvcmZ87ELiYxagUg3N31uFUoabmyO13bxNUqlEhGcKCBnlxZKVE/j8gz1otZbFSCcnFW1ioWVEo1DImDJjNAuWxuMf4A7A+p+OsOHnNPsaJrA7AYHuTJkRRdL00VRXNfHvlzdYj02eFkl+bhX1dUOjreZgQAjogSc5OZnZs2djNpuJj4/n7bffZvr06Rc896GHHiIzMxOz2czevXuZOXNmn+cWAtoGCAHdO8pyjpP87VvoOlpROjgx/YZfEByTcNFrfNydWZwYzdc7j2E0XVgkD3cBPRS40gL64d8sZnzCKIoKavjPPzbS0XHp6sNGo57s0ykcTd9Ic0sNAAqFmnEx85kQuwhHB/t+GfSXWfNimDozivde30Zz0+BdbBFceSQSePpP16DXGfj2vynW4lKCkYlEArHxIcxbFMsn7+2mtUUDQMRoP5ycVZw8XiwK0Y1QJBIJzi5qWjoX7F1dHXjx1duQyaTkZFVwKDmXtNQC4Z2+BEJAXxkee+wxXn/9dWu719jYWKZMmYKfnx8SiYTKykoOHjxIZmYmYPl8P/LII/znP//p17xCQNsAIaB7T1tjLXu/+g91pacBiJ1zFRMW3ohUdm5xJ4lEwmuPXoO3mxMfbDjIzrS8C953JAnoSeNCGB3myzfrjtjbFLsS5OfO079YjIuzmvziWl59bxsdvfxCN5mMFGQf4sTBtTTUlgIgkysIDp+Af0gM/sExePoED6nq3SqlnP/77bW4ujnQ2NDGe69vozC/xt5mCQYJgcGePP3Hq1Gq5JhMZg7szWbtD0esD8kCAcBjv1tJdEwAVRWN7NhykoPJueh1onr3SMY/0J2bbp9O9NhApFJLOK5OZ+DE0SIOJueSdapMRD2dByGgrxy///3v+cc//oHJZOJCslYikSCVSnnqqad46aWX+j2nENA2QAjoy8NoMJC2+b9kH9gCgG9YDLNueRQHF49zzl2aNIa7lkymprGVp95ae0Ev9EgR0L7eLvz16auRSqW8+8VeDh4rtLdJdiU4wJ2nHl6Mi5Oa00U1vPb+9l6LaACz2UTJ6WMcS1lDbWV+j2NKlSN+wWPwD44hIGQMnr6jBn0V7xCpiod+vYjAYE/0eiNff7afA3tz7G2WYJDg7unEtTclkTRtNAAdHTo2rklj19ZTGHvR7UAwvJFIJFx942RmzYux9g5ubdGwd2cme7Zn0CwWW0Y07p5OJHXmS3dV/Af44qO9JO/JtqNlgxMhoK8sGRkZvP3222zdupXc3FyrkJZIJERFRbFo0SIeeeQRxo4da5P5hIC2AUJA942ikwdJ+eE9DDoNamc3Zt38KH4RsT3OUchlvPboNbg7O/D++hR2HTt93nuNFAENcM2S8Vy9eAIajZ7n/7We6tqWS180jAkO8ODphxfj7KTidFENr763HY328kLLzGYzNZX5VBSdorI0m6qyXAx6TY9zFEo1voHR+IeMISAkBm+/cKSy8/eatxfqWi0qtYLVD8xlYmIYALu2neL7r1IwGcWfeoGFiNF+3Hj7NEaFW+pQVFc18a+XN4hCUgIAVCo502ePYf7iOLx9LQ/Ier2RjT8fZfP643a2TjAYCA3zZuqMKCYkjuKvf/rBWockYXIYnl4upKbkjfg0IiGg7YfBYLD2ePbw8EAut/2zmhDQNkAI6L7TXFPOnq/+TVNVKRKJhPGLbiJu9iok0jOhs8unxHDH4kSqG1t5+q01GM8TKjSSBLREIuGphxcRE+lPcVk9f319IwbDyHn/5yM00IOnHl6Mk6OKoyeLeeOT3f26n8lkpK6qkMrSbCpLsqgqy0Gnbe9xjlyuxCdwNAGdId/eARHI5cp+zdtfuvLQJRJYdlUCq66z9EXMzijjP69sumBok2DkIZFY+sBefUMSjQ1t/OMvP4ucV0EPJBIJExNHsWBpPBGj/fj4nZ2kplgWsaUyiViUEyCR0OPvxlN/vJrwSF9MJhNZp8o4mJzH8aOFIzINQAjo4Y0Q0DZACOj+YdBpSV37MflpewEIGpPAjBt/gdLBCQBlpxfazdmB99alsPv4uV7okSSgAdxdHXjuiVW4OKvZeSCbz384ZG+T7E5okCcP3jaLNz/dTUV1k03vbTKZaKgptgjq0iwqS7PRdvSsRiqRynBx9cbF3Q9Xd19cPXyt285uPldEXJ9dyC1+Yih3PzSPzeuOsXXDiQGfXzD0UKkVuLiorZXcVWoFK6+dxLaNJ0a8B0lwhvBIX4oKa6yiecGScUyfHc2eHZkcOpCHVhSUEgAz545h6owoIqPP9NjVdOg4kVbEweQ8sk6V2dG6K4sQ0MMbIaBtgBDQ/cdsNnP6yG5S132CyaDHxcufuXc8gZtvEADLp8Zwx6JEapvaePqtNejPytcbaQIaYNyYQB67bwFSqYSPvjnAvtQLF1kbKUgkkh5e1rP3bYXZbKKxrpzKkiyLoC7JpqP9YqJdgpOLJ67uvrh4+OHq5ourh59VYCuUapvYdb5K6B6eTjR0C811clbR1ipaGQnOz4prElh5bSI6rYEdW06ydeNxNB1CHAl68oe/XE9gsCdgyaU/lJzLnh2ZVJY32tcwwaDAx9eVpOmjmTpjtDUN4ERaEe/8e6udLbtyCAE9vBEC2gYIAW076soK2PPff9LeVIdcqWb6DQ8TGpeEQi7jxfuWczCziHUHMtAZeoYDjUQBDbBqYTzXLZvI+u3p/LDpmL3NGVSMHe3PLVcl8q8Pd9LQ1H7pC/qB2WymvbWB5sZqWhqraG6oOrPdWIVep7no9Q6Obrh4+J4jrF3d/VA5OPfajku1ElMq5Tz9p6uprWnhsw/20C56AgvOImK0H9fdMoWI0X4AtLZq2LLuOLu3Z2AwjLwwTMH5cXBQMnVWFHPmj8Wvs580QE5mOTu3nuJEWpH9jBMMKsIjfZk8NZLMU2WcPF4MgLePC48/s5Kjhwo4fPA0xYW1drbS9ggBPfCEh4f3+Vqz2UxhYWGfrxcC2gYIAW1bNG3N7PvqP1QVWHq2xc29hvELb0Amk13QmzhSBbREAtHhfmTnV9nblEGFRCLh+SdXEeTvTl1DK6+8u81uxdbMZjOajpZOYV1Nc2MVLY1nXjUdF7dLqXbC1a3Tc90pql06Xx2c3JBIJNZzLyWgo8cG8MgTy1AoZNTVtvDhWztEqyvBeRmfEMrVNyRZq+3W17Wy9ofDHEoWkS6CM0gkED02kDkLYhmfEIpUKuVwymk+emenvU0TDGIWrxjPtTdNse5XVTZx5OBpDh/Mp6qi0X6G2RAhoAeeLl3Q/TnoQpx9ntlsxnSBzj69QQhoGyAEtO0xGY2kbf6SrORNAARGT2DGTY+g6syLPpuRKqDPRiazFF8TLWnA092R/3lwEf6+bjS1dPDqe9soHYRfzFpNW6egPuOx7tpvb2246LVyhapTTFsEtafcCzcXH9xcfXFy9EAqPbePdXCoFw88sgAfPzeMBhM/fnuInVtODtTbEwxhpFIJU2dGsfLaSXh4OpN6II+P391lb7MEgxQPTydmzRtL+rEi68Kcf6A7y69OYM/2DE7nioVegQW5XEpsfAiTp0USPyEUpepMleTS4jo+eGsH1ZW2rWVypRECeuC5//77L5mm197eTlZWFunp6ZjNZhISEpgwYQIAH374YZ/nFgLaBggBPXAUHNvPwZ8/wKjX4ezpy9w7nmDGlMlcM2scb/y0n+Y2S2isENDg6qLmkbvmUlLRwBc/iqJiAC5Oap58cCGhQZ60tWv514c7OF00dELFDHotLY01NPcQ1pYQ8baWuot+cUilclydvXFz9cHNxRfXzlc3Fx98fAJYff98Jk2JACy5aZ++v9vaikQg6I5CIWPuwljSjhRS11lszNPLGQ9PJyGKBBflpjumM29RHABlJfXs2ZFB6oE8tFqDnS0TDBZUagXjJ4aSODWS2HHBGAxGfvfY50O+crcQ0IOLU6dOcd9995Gens4XX3zBdddd16/7CQFtA4SAHljqywvZ899/0tZYi1yp4tV/v8GvH76fzalZfLblCCAENFiKij3xwEIAPvommX2p5++ZPdJwUCt47L4FRIX7otHqef2TXWTmVtrbrH5jNBpobarp5rmupq26gqbmGppbazCZLvzwIZFIcHHyInRUGDNmJhIdHYXJ4MiRA9W4unijkNv2C1cw/Ljn4XkkTRvNibQi1nx/mIqyi0dLCEYmQSGezFkQS9L0SFQqBQAd7ToO7s9lz44Mqoa4l1FgW5ycVASHepGdWW5vU/qNENCDj5aWFhISEqisrOTw4cPExMT0+V5CQNsAIaAHHk1bC/u/fp3K/FMA/O53v+P5F17gmfc2UtPYKgR0J1ctiufapRPRG4z8/c3NFJTU2dukQYFSIefRu+cybkwg+1Lz+OibA/Y2aUDoyoE2mUy0tTfQ1FxNU0s1TS011u3mlhoMhot7mp0c3S1eaxefMx5sF1/cXH1QKcXfuJGORAK33DWTGXPGIJNJMZnMHNyfy/qfjvSo+C4QdOHgoGTarChmL4jFz98NgJbmDn7/5H9FP2nBsEQI6MHJ22+/zaOPPsp9993He++91+f7CAFtA4SAvjKYjEaObf2GzH3rAViyZAm/+eNLfLknUwjoTiQSeHT1PBLGhVDf2MZf/rWB5taLV4AeKchlUhbOimHb3kyMpuH5Z+9SRcSgs2J4R5NFTDfXWAR252tzSw1a3cUrlqtVzri5+ODq6msJCe8KDXf1Ra1y7lUxD8HwwNffjauvn0xCkqUSql5vYPf2DLasO06bqPAuOA8SCYyJDWLuwljKSutZ98MR6/jcRXEcOZhPS7PoPy4Y+ggBPThJTU1l2rRphIaGUlBQ0Of7CAFtA4SAvrIUnjjAwZ/ex6DTEhYWxrw7n0Cq8bC3WYMGtUrBH369nEA/N3Lyq3jlna3DVjD2B4kEYqMCOJVTYW9TbEZvBPSlGD3Gg5kLQkg7ms7332ynuLjQKrI7NM0XvVahUFvzrF1dfXF39cXbMxRPj0BkUvlFrxUMXcIifLjmxiSixwYCsOb7w2xed8y+RgmGFGPHBfGr/1mOwWAk7XABe3dkivx6wZBGCOjByaFDh5g+fToKhQKNpu8OJvFEIxhyhI2fjptvEMd/fpvCwkI+//tTjJu8kgnTrkYmEx/prjzfP/1mOdERftywYhLfrDtib7MGHXdcN4X508ewbls6P24+Zm9zBg1ajZTwsBimTJnCAw/cy4Y1R9my/jgmkxmdXkNzc2dIeKeobu4MEW9ta0Cv11BbX0xtfXGPe8pkCrw9Q/D1GoWPdxi+3uF4uPkhkZxbJVww9CjMr+FfL28gdlwwC5aOY9fWM1Xdff1caWpsF0WjBBfFoDeRn1dFxGg/kqaNJmnaaKoqGknem8Oh/bk0C6+0QCCwAZs3bwbA3d29X/cRHmgbIDzQ9sFVaaZs37esWbMGAA/vEGYtvR+fgAg7WzY4GB8TxE2rJvGfj3ZRXWefHsiDmasXj+eaJZZWBnsP5fHZ9ylD3lNvCw80gNpBwe33zCaxs0p3fl4Vn7y7i9qaC3+ODAY9za21FkHdGRLe0FRBTW0ROv25D78KuQofr1H4eofh6x2Gj3cYrs7eIgR8mPG7Z6/F08uZbZtOsGdHJlqN3t4mCQYxIaO8mL0glslTIlCpLUXHjEYTL/7hO6qrLh4BIxAMJoQHevDx3//+lwcffJCOjg6uvfZafvjhhz7fSwhoGyAEtP1YPiWG7ZvW8eVb/w9NRwsSiYRxk5eTMON65Aqlvc2zOzKpZMiLwoFkztQo7rp+ClKplBOZpbz12V50+qHrKbOVgO4iaVokN981A0dHFVqNni8/3U/qgbzLuofZbKKppYbq2kKqawupqS2kpr74vIXMVConXJ29cXJ0x9HBDSdHd5wc3XB0cO/cdsdB7Sw810MEN3dHHn9mJb5+lqJRrS0atm9OZ/f2DCGkBRdFpVYwKSmcGXPGoFYr+Oufzjzojk8YRUVZAzXVQlALBi9CQA8899577yXPMZlM1NfXk5aWRnl5ORKJBKlUyr59+5g6dWqf5xYC2gYIAW1/TOWNHNzxOflZKQC4uvsxa+n9+If0vUT9cGPcmEA6NLoh1Qf5SjAhNpiH75iNSimnoKSWf3+0k+aWoVl4zdYCGsDD04nVD8wlemwg7/x7KyfSivp9T5PJSENTBdW1RZ3CuoC6htKLtt7qQiqR4eDgahXXPcS2gzuOneOioNngQCqVMHlaJMuuSrBWX25t1bB9kxDSgt6hVivQdH5OlEo5f/vn7Tg4KMnJquDAnmzSjhQM+Z7BguGHENADj0wmo7cytut5wNXVlXfffZebbrqpX3MLAW0DhIC2P6pGE2qVgsLcI+za8AHtrZaepDETF5I052YUSgc7W2hfxo0J5Df3zqetQ8df/7OR2vpWe5s0qIgc5c2v752Pi5OasspGnnttHaYh6LkfCAENloJrY+OCyThZah1zdlHTasOFBqNRT31jBW3tDbS1N9LW3kh7R1PntuW1Q9MC9O7/RSqV4+TgZhXUZ7Y7/3Xuq5SOQmhfAaRSCZOnRrLs6jNC+t3/bOX40f4vyAhGDp5ezty6eiZjxwUhlVoiUdrbtRxOOU3ynmxKikTrRsHgQAjogScyMvKSAlomk+Hi4kJERASzZ8/mzjvvxMvLq99zCwFtA4SAtj9TAgO5+8ZpHE0v5oMvd5K6+yty0ncD4OTixcwl9xIcPt7OVtoPlVLOb3+5hLBgLyqqm/jb65to77h4L+CRhq+XC7++dz7fbTjK8YzSS18wgnFzceD5/1lF2skSvlpzGK3uyoS9m4wGOtqbaW9toL2tkfbWRst2a+d2WwMdrY1oOnqf8y+TK3BwcsfR2R1HJw/Lq3O3185jCqVDr4T2QC1iDBekUgmJUyOZkDCKD97aTtcTSHikLxVlDVZPo0BwMdw9nZg2M4rps8fg7eNiHf/2iwPs2nbKjpYJBBaEgB7eiJLFgmFBh0aHm4sDc6dFsfNADir1/UTETGPflg9pbaphy/evMDpuFlPn3Y7Kwdne5l5xtDoD//loJ7//1XICfN14dPVcXn1/O0aj6J/dRXVdC8+9urZHzriTo5K2drHQcDbjxgTg5KBiztQoxkT68cFX+69IaoBUJsfJxRMnF8+Lnmc0Gug4W2C3Wba7j2s1bRgNelqbamhtqrnoPeVypVVYO1iFdXeh7YajswdqhDf7YphMZlIP5PXIpVcq5Tz82GKkEgk7tpxk19ZTQkgLLkpjfRub1h5j87pjRMcEMn1ONBMmhZF+7ExEQ2iYNw6OSnIyyxGuIoFAYEuEB9oGCA+0/VE1mvjlXXOYPH4UGbkV/L93twGg12k5su9bMo5uBcw4OLkxfdHdhEVNtq/BdiI4wJ1nHlmKg1rJ/sOn+fDrZHubNGjx8nDiD79ezr7U0/y4KU08gJ3FmAg/7r91Bl4ezphMJtbvOMnarSeGVNE6g0FHR2sT7W09RXaXwO7oHNNp23t9T4VCjZNDZ/Eza7h4175bZ562Gwq5bb0CQxn/QHcefHQR/oHuALS1aixCetspNB1CSAt6h0ol79Eu7eHfLGZ8wihqa1o4sDeblP25NNa32dFCwUhCeKCHN0JA2wAhoO2PqtGEt4czLz59NQqFjH9/tLNHGG5VWS77Nr9PU30FAGHRU5i+8C4cnNzsZbLdiIsO4LH7FiCTSflx8zHWbUu3t0mDknnTo7nrekuFxkPHCvnw62T0BlGopjsOagW3X5vEjMRIAApKannvy/1U1Qyv6rh6ndbiuT5LYHeFkXd0jut1vc8JVykdrYLaybGz+FlnMbQz427IZIoBfGeDB4lEwqSkcJZfnUBAkAcA7W1admw5yc6tJ4WQFlw2N90xnakzonBwtHTkMJnMZJ4sJXlPNunHikUElmBAEQJ6eCMEtA0QAtr+qBotX4TXL5vIyoXxVNU08+f/txZDty9Ig0HHsQM/k35oPWazCZXaiWkLVxMRM23EFRGaOy2K1TdMY3dKLp9+n2JvcwYt0xMjuOfGacjlMvIKq3nj091DtkL3QDJ5fCirb5iGk6OKbfuy+PLnVHubZBf0ug6MJdWWomcdnYXQ2htp62iivb3JWhzNYOx9WoBa5dwpqN1w7PrnaHm1jLni6OiOQq4aFn/HzhbSJpOZv/35ByrKGuxtmmAIolDKSEgMZ/qcMUTHBFjHM0+V8forG+1omWC4IwT08EbkQAuGFRt2nmRmUiR+Pq4smx/Xw7sqlyuZPPsmwqKT2Lfpfepritm9/i2K844wfdHdqB1cLnLn4cXulFwqa5rJPl1lb1MGNQeO5FPf0Majd89ldJgvf/rNCt74ZDeFpaLSa3cOnygmr7CGqxdP4PsNadZxiYQRFfquUDrg4uaPu5v/Bc8xm83o9B20tTd1E9cWYW0R3Wf2jSYDGm0rGm0r9Q1lF51bLldaBfYZYW3poe3o4GoV4Gq1i7V68WDEbDZz5FA+R1MLSEgKJzjUs4d4njYzirycSmprel8oTjBy0euMHDqQx6EDefj4uTJ9djRTZ0Rx/Eih9RwHByUz5owhNSWP5qYO+xkrEAiGDMIDbQOEB9r+dHmgAaZMCOPhO2ezIzmbL348dN7zTUYDxw+u5diBnzGbTTg4uTFryf2ERE68QhYPLmRSCX4+rpRXNdnblEGJn7cLv7pnPoF+buj1Rl59fxs5+dX2NmtQI5HAEw8sIq+wmvU7To6YcElbVeE2m81ode20tzfS2tnSq73Tk93e0Wzdb+toQq/vfVSERCLBQe3aKbZdz/JmW8bUKmdUKidUKkdk0sGzzu7p5cxzf78ZiQTSDheybeMJigtFX3vB5SGVSpBKJRgMlr9JM+eO4fZ7ZmMymcg8WcbB/bmcSCtCrxcpO4K+IzzQw5vB880oENiIQ8cLqahpoqT8wiF/UpmchBnXERIxgd0b3qGpvoKtP75KdPxcps6/fUT1jVYqZPzyrjmMDvPlH29vofgiP7eRSlVtC3/9z0YeuG0mnm6OFJYID/SliI8JIi46gLjoABLjQ/n42xQKSoTY6S0SiQS1ygm1yglPj6CLnqvXa88I7I5m2joazxXa7U10aFowm83Wsd6gUKhRK51QddqiUjmiUjp12ubcY7z7eQORu61QyMg6VUbc+BASp0SQOCWC7Iwytm48QebJi3voBYIuTCYzpm7FDpubOsjPqyJitB9x40OIGx9CR7uOY0cKSD1wmpysikv2mhUIBCML4YG2AcIDbX+6e6AvF4Nex5F933LqyBbAjLOrN3OWP4R/SIztDBzEKOQynnhgIWMi/Whu1fB/b2yiqlaER54PiQQc1UraOntoSySgVinoEC13zsuUCWHcdm0Srs5qTCYz2/Zl8eOmY+j0V6ZvtD0YzH2gTSYjHZqWM0K7vbGHyO4a12rb0Op6X3n8fMjlSqvQ7hLVapVTjzGVyqmb6HZEpXLqVXXywGBPFi2LZ/LUSGRySzh6aXEdH7+zk4ryxn7ZLRi5+Pq5MmVGFFNnjMbT25LSZTSa+MOTX9LSLEK7BZeH8EBb2LNnD//4xz84cuQIFRUV/Pjjj1x77bU2tckeCA+0YFjj5eHEtUsn8N+fUi8ocuQKJVPn30Fo5CT2bnqP1uZaNnz9EuMmL2PSrBuQy5VX2Oori95g5D8f7+TphxczKtiL/3loES+9sZmGpv49QA9HzGas4hngqkXjmTE5ktc/3kVphfDcn82h44Wcyi3n1qsnMyMxkiVzxpIwLoRPvjtAZm6lvc0bcUilMktbLUf3S55rMpnQ6drR6NrQatvQaDtfdW1oNG1odWfGusa12na0ujbMZjMGgw6DQUdb++X9XshkirOEtuNZQtuJvEInDh3aj4+vNwuXJLJkeRKe3s40NIgWRYK+U13VzLofj7D+pyNERvkzeVokagdFD/F8+72zqa9t4XDKaZGHLxD0gra2NiZMmMC9997LDTfcYG9zbIbwQNsA4YG2PxfyQP/psRWEBXtdNB+6OzptBwd3fkHuyT0AuHsFMWf5Q3j7h9vU3sGIi5OaZx5Zgr+vG+VVTfz9zc20tg9eb5q9USpkPPfEKvx8XNHqDHz4dTKHTxTZ26xBy7gxgay+YSpeHs4Ul9fzwj/Xj6gCYyMFs9mETtuBVtOGTtOKpqMVrabNuq/VtKHtNqbVnNk2m/qecyqTyVGqnFCpnVA6ODE2OgyZ3IGGFiMSmRqV2gmVgzMqtbNlW+2MysEJhdJhWFQvH2wM5kiMvuLu4chfXrkNqdTyecnPq+JwymmOHMqnVXRnEJyF8ECfi0QiGTYeaCGgbYAQ0PbnQgJ6TIQfv/3lEksrlNc3UtDL3NXi02ns3/whHe1NSKQyJk67hglTVyGVDe+gDU93R/730WV4ujtRUFLLK+9sQ6MV4ckXwslByUN3zGbcmEAA1m9P58fNx0W+3AVQq+RctyyB5COnKSqtB0ZepW7B+TGbzeh1mm6CuhVtRxu6HiK7m/DuaLXum4x9TwmQSKQW0a126iasu4lstRMqB6eewlvthELlOKirmdub4SiglUo5CUnhJE2LZExsoPX/32g0kXWqjO2b0snOLLezlYLBwnAX0CUlJT3el0qlQqW6+FzDSUAPbzUgGPFk51ex//BpZk6OZPUN0/jLvzf0KB5yIUIjE/C9528kb/2YwtxU0pJ/oCT/GHOWP4S7V+AVsNw+1De28//e3cYzjywlwMeNAF/XXi86jETaOnT868Md3LA8gWXz4li5MJ6QQA/e/e8+kRd9HjRawzk9olctjCc0yJMvfjxEo8gzHLFIJBKUKgeUKgdc3Hx6fZ3ZbMag11nFtMXL3Y6/l5JgPwcwaamrq6Ouro7ikgrKyqtoaWlCq2nDaNBhNpvQdLSg6bjccFwJSrVjN1Ht3Cm0zxXbXQK8S6RLpbLLnEswGNDpDBzcn8vB/bm4ujmQOCWCpOmjGRXuQ9z4EI4cyreeq1DKMBpNmIxidVAwPAkJCemx/+yzz/Lcc8/Zxxg7IAS0YNjzzbojTIwNJjTIk4UzY9i6N7NX16kdXZh/9a/IzzzAge2fUluZz8+f/YnJs28mdtJiJJLh6X2orGnmtfe3I5FIRL/jXmAymfl2/VGKyxu456ZpjB8bzO8eWcoL/1zfq8WakYyTg5Jl8+JQqxTERPrzzboj7D2UZ2+zBEMIiUSCQqlCoVTh7OrV41itAaIjfLnjnnGMH3umkvnLb20hO78Kg16HTtuGtuMsL/d5Q8xbO89rw6DXAGZ0GouHvIXLa2mnVDn29Hh3bXd6vpUqR+QKFTK5ArlciUyuRC5XdL6qkCtVKBRqZHKFCD+3E81NHezceoqdW0/h6+fK5Gmje/SWnjM/liUrJ3A0NZ/UA6fJz6uyn7ECwQBwPg/0YKCiooL09HRqamqoqalBo9Hg6emJj48PwcHBJCQkIJf3X/4KAS0Y9rS2afl2/VHuuWk61y6dwNGTxdT1stiMRCIhMnYG/iEx7N30PuVFJzm48wtK8o8zZ8VDODq5D6zxdqKorL7Hvq+XC7UNrUIQXoSDaQVUVDfxq7vnsXVPpvhZ9YK2Dh0vvbGJu2+cTkSoN/fcNJ0ZiRF88VOqKMomsAk5+dXk5O8gOMCdpXNjGRXkRU6BRfDKFUqiIgIor2pCq+t9GLjRaECnaevM727tDDPvJrbPI8B1mjZ0WkthRp22HZ22ndammn69N4lEglyhRqFUI1eoUCjVKBRqFErVOeOWVwcUPfbVneepOq9TI5MrhSi/TKqrmtnw89EeYzHjgnB2UTNnQSxzFsRSX9fKscMFHD1cQOHpapG2IhjyuLq6Doo+0FqtlrVr17J+/Xr27t1Lfn7+Rc93cHBg6tSpzJ8/n5tvvpkxY8b0aV6RA20DRA60/blUGyuJBH77iyVER/ixKyWHz74/eNlzmM1mso7v4NCuLzEadKgdXZmz/CGCw8f31ewhQWigB089vJiT2eW8/9V+IQwvgUop7/Ew7ufjSn1DG3pD3wskDXckEgmLZ8dw7dKJqJRyTCYTO5Jz+GnzMREKL7ApMpkUo9HyfSGXS/nHH25ALpOyL/U0O5Ozqa4buMrKJqMBrbb9TF53x3m83J1i22DQY+ysZG406DAa9JbK5nrL/sAh6SbALcJarlSjUJwR5T0F+7liXaFU49wqRSFXWY7LlcM2YutCSKUSoscGkjQtkgmJYTg4nOnmUVXRyF/+8L2olTHMGe450PYuIlZSUsK//vUvPvzwQxobG6337w3df/emT5/O448/zo033nhZi4fCAy0YEZjN8NE3B5iZFMnabSf6dA+JRMLYiQvxD45h17o3aagtYcv3rxCftIJJs25ENkwLjHm4O6FSKZiaEI5EIuG9L/cJEX0RuotnJwcl//PgIto7tLz1+V6qaprtaNngxWw2s2VPJodPFHHLqslMnjCK2VNGs2V3hhDQApvSJZ4BvDycae/Q4e/jypI5Y1k0K4aT2WVs35/NqZxym3sJpTI5Do6uODj272HaZDJhNGjR67To9Rr0Og0GnQa9XmvZ1lu2u8YMOss5lnO1ncc1GKzXazvD0gEsxdz0Og0dNuwKJperrIJaqVB3bqutYwp5pxC/xDld+3K5alAXcTOZzGSdKiPrVBlffrKf2PggEiaHEz9xFOWlDT0e4JeumkhedgX5eVXCMy0YdrS2tpKXdyY1q6CggGPHjuHp6UloaOhl36+6uprnn3+eDz74AJ1Oh0QiQSKREBoaypQpU0hKSiI6OhoPDw88PT1xcHCgoaGBhoYGqqurSUtLIzU1laNHj9LW1kZKSgq33HILMTExvPjii1x//fW9skN4oG2A8EDbn0t5oG2NQa/j0O4vyTq2HQBv/wjmrXoEV3ffK2rHlWJiXDC/vHMOcrmMQ8cKhYjuJaOCPXnsvgW4uTig0er57IeDpBwtsLdZg56xUf54ezj3yIf2cneirlH0+RXYFokE4qIDWThzDOPGBFlbFFXWNPPp9ylknx4ZuatmswmDXneWsNZgsIpyLXpdRzeR3k2sd4ny7iK9U7zDwH1PyOXKi4rsnuPqbse79s8eUw14gTe5XIqjk4rmJkvBRF9/N5596SYAGhvaOH60kKOpBZzOqRIe6iGO8EBb2LVrF/Pnzz9n/O677+bjjz++rLk3bNjA7bffTnNzMxKJhOjoaO644w5uv/12IiIiLuteRqORTZs28cUXX7BmzRo6Ojowm83MmzePHTt2XPJ6IaBtgBDQ9udyBbRUKmHqxDBS0gr6teJbmHuYfZveR6dtR6FUM2PxvUSOnd73Gw5iJsQG88hdFhGderyQ9/67D6MQ0ZfEzcWBB2+fxdjR/gDsO5THFz8dQqcXId29JSrcl9/+YjG7D+by48ZjtHUMZAirYKTi6+XC/BljmJUUiaODkj+9sobyqibA8p0hFg17j7pWa6mQbtRZRLdBa3nVa9AbND3HeuxrzjPWfV8zoMJSJlP0CD2Xy5SdHm+ldb9rW2Ed63ZcrkTR7Zzu13Sd3z2c3dfPlaVXTWR8wigcHc8InabGdo4dKWTvzkwqykQ9iKGIENC254UXXuD5559nyZIl/OlPf2LGjBk2uW9raytvvfUWr7zyCjU1NZhMl9YUQkDbACGg7c/lCuinHlrE2KgAvvjxEDuSs/s1d2tzLbvWv0V1WS4AUePmMG3BXSiUg6MioS2ZMDaYR1ZbRPThE0W8+8VeIaJ7gUQi4apF8Vy1aDxSqYSyykbe/nyP9eFccHGuWTKeqxdPAKClTcMPG9LYm3paeGgEA4JKKSc2OoC0kyXWsQdum4mrswPb92dxIrNMfPYuwUD1gTabzRiN+jNi2yqwu+9rzjPWc1/XFebeuW02X7koNplM0U2cK62edDd3F7x9PPAP8MLV1QVHR0dyMqtpqNMglytxUDsgkciRSRVniXNVNzFveR2uKWVDCSGgbc+GDRvw9vZmypQpA3L/9vZ23njjDZ5++ulLnisEtA0QAtr+XK6Anj89mjuvn4pWZ+C5V9f1u3CMyWTkWPJPHEtZA5hx8wxg3qpH8fK9/PyOwc74sUE8snoueYU1/PvDHcKTehmMifTjodtn4e7qSEpaAe/9d5+9TRoyREf4cse1UwgO8ACgoKSWL348JPqUCwYcB7WCV/98I0qFRZTU1LWw80AOew/l0S6iIYY8ZrMZk9FwTvi6sbNom6V4m7ZbETetZdw6duaYwaDFeN5rruznRCKVWQS1orP1maKzHVqXZ13RKbgVqs7xzmM9jl/ouq5xxYgrDnc56LQdfP6fh4WAHqYIAW0DhIC2P5croCUS+J+HFjN2tD85+VW8/PYWmxTvqCjOZPeGt2lvbUAmU5A091bGJiwadm1BRof5UFzWgE7f+9YvAguuzmpuWJHA12uPiIfvy0QmlTB/xhiuWTIBx86qtut3nOSHjWl2tkww3PHycGL+jDHMmTIap85QW63OQMrRArbtyxTRJIKLYjabMBr06PVdAlt7jjg/73in+NbrtYwO9UAqMdLe3k57ezutrW00NjXT2tqGRtOBQa+94pERMrkSxdkivHNb1im05fILjFvHeopzmcKyrXZwHdSF4i6FENDDGxHjIRiRWKpyJ/PCk1cRHeHHwpkxbNuX1e/7BoSO5drVL7J303uU5B8jZcdnlBefYvbSB1A5ONvA8sFBXmHP/qVTJoZxJL24R4VbwflpbtXw0TcHeoxdvzyBQ8cKKK1otI9RQwSjycy2fVkcOl7IjSsmMXNyJOVVjfY2SzACqGto47v1R1mz5ThTE8JZOHMMIYGezJ0WRXVdsxDQgosikUitHt6+IpNKGBPpz+Txo5gUH4KLk9p6rLKmmd///SdMJiMGvdYqunt4zLuJcotg7+k573mOtpsHvvs1OozGM50RjIaB867f8vA/cXLxHJB7CwT9RQhowYilrqGNb9YfYfUN07h+eQLpWWVU1fa/B6ja0YVF1z1BRtpWUnd/RXHeUX6q+iNzVvyCgJAYG1g+uFi1MJ7rlk0k7VQJb3+2B4MQ0ZfFzMkRrFwwjsWzY/hqzWF2p+Ta26RBT3OLhg+/Tmbb3kyKy88U2ImPCUSrNZBTUG1H6wTDGZ3eyN5Deew9lEd0uC/zpkf3qBY/PiaI4AAP9h3Oo7lFc5E7CQSXh9FkJiO3gozcCj7/8SBjIv2YPH4UieNCySuoRiKRIJPJkcnk3LxqNlmnq8jMrURvsG2alaWN2lniuls4+/mE93nHrdvnD3uXy5WXNkYg6IZOp+PIkSOkp6dTX1+PRCLBw8OD+Ph4EhMTUSpt95kSAlowotmdkkti/CjiogNYfeM0/vH2VpvcVyKREDdpCf5B0exc9wbNDVVs/Pol4hKXkDjrxn6tQg82Ckpq0ekNJMSF8Nj9C3jjk11otCK0u7cczyjjRGYp48cGs/qGaUwYG8wn36XQ1NJhb9MGPd3Fs1ql4J6bpuPu6kjaqRK+W3+UStF3WzCA5BRUn7NYs2LhOKLCfLlm6QSOnSphz8FcMnIrRH9fgU0xmcxk5laSmVvJFz8eQq1SWI+FBXuxdG4cS+fGodUZyMip4FhGCScyy2hu7f+ijlQqRapUo1CqL31yHxHZpYLLobm5mRdeeIGPPvqIhobzV6338PDgnnvu4dlnn7VJ6LnIgbYBIgfa/vSnD7SHmyP33zKDz388NCAP3HqdhoM7vyAnfTcArh7+zFn+IL6BUTafy16MHe3Pr+6eh1qtoLCkjtc+2E5r28BUYR2OSCSwePZYrl+egEIuo7VNy2c/HOTwiSJ7mzZkcHRQcv3yicyZEoVMJsVoNLHnUC5rtp4QnkDBFWNGYgTzpkcTOcrHOlZT38reg7nsP3yaxmaxMCYYWHy9XVg0K4aJscF4eZxJHTOZzOQX1/DT5uNk5lXa0cKRgciBvjJkZGSwbNkySktLL1lvyGw2ExQUxObNm4mNje3XvEJA2wAhoO1PfwT0laIk/zj7t3xIe2sDEomEcZNXkDDzumETpjQq2JMn7l+Ii7OayuomXn1/O3UNbfY2a0gR6OfGA7fOZFSwFwCbdp3i2/VH7WzV0CLA15UbVkwiIS4EAI1Wz+bdGWzenYFWJyIjBFeG4AB35kyJYnpihLXg3amcCl59b5udLROMJIIDPJgYF8zE2GDCQ7wBePmtLWTnVwHg7+OKm4sDeYXVoiWljRECeuBpbGwkLi6OiooKJBIJEydO5K677iIpKQk/Pz/MZjPV1dWkpqbyySefcOLECQD8/PzIyMjA3d29z3MLAW0DhIC2P7YU0FHhvlTVNg+I10qraSNlx+ecztgPgLtXEHOWP4S3f7jN57IHft4uPPngIrw9nalvbOMPL68RlbovE5lMyqqF8ayYH8f/e3ebyOftI9Hhvty0KpGIUMtD44v/3iBaXgmuOEqFjMTxo5g7NYrt+7NIPW6JKnF1UTN3ahT7Uk/T0NRuZysFIwF3VwfGjw1mf2qeVSzfdk0Si2bF0Nau5URWGcdOlXIqp5wOjf4SdxNcCiGgB57//d//5eWXX8ZsNvPyyy/z1FNPXfT8l19+mf/93//FbDbz29/+lv/7v//r89xCQNsAIaDtj60E9Owpo1l9w1Qy8yp57f3tA5a3VpR3hP1bPkLT3oxEImXC1KuYMP0aZLKhX5bA3dWBJx5YyI7kbFEQqx+4uzr0CPeMjvClqLReeFEvk8njRxEe4tXDkx/g60pFtciPFtiP5fPjuHHFJEwmEyeyytmTkkt6dhkm4QUUXEGuXzaROVOjcHE+k89sMBjJzq/mWEYJuw/kCM90HxECeuCJiYkhJyeH2267jS+++KJX19xxxx189dVXREdHk5mZ2ee5h/7T+iBC5wzmgaupMKCYTSYkQ7jfHtjG9oz6WvRGE3HRgSxcOo71KRk2ue/Z+E9OYuXYGA6v+4Si9BSOpfxM5ont+IXH4hcZh39ELC5e/kOqf3TXIkZjcwd/+deGHtW4ZVKJ+BK+TLqLZ18vFx6/fyFNLR188NX+c9qICS7M4RNFPXLJvTycePaJVZwuquHbdUcpLBVeacGVp6yykazTlcRE+jMx1hJiW9/Yxr7U0+w7lEddo0h/EQw8P2w6xo+bjxM5ypuJscFMiA0h0M+NuOgA/H1c2LE/23qul4cT9Y1toiCeYNBQXFwMwOrVq3t9zerVq/nqq68oKupfjRkhoAWYDAZ2/PsFgidMIXrecqQymb1Nshvltc18tuUwD6ycxk3zJpBZXEV++cA8YKudXJh1y68IiUvi8NpP0LQ1U3zqEMWnDgHg6OqJf2QcfhGx+EfG4eg6dPohdhfPzo4qnvrFYjbvzuDAkXw7WjV0cXJU0dqmwdfLhd/9cimbd5/ip83HRcuwPhAe4oXZbCYm0p8/PbaCQ8cK+X5jGrX1rfY2TTCCOJFZxonMMvx9XJkzdTQzJkfi6e7E1YvHs2TOWJ54/lt0etu2HxIIzofZbCavsIa8whq+25CGn7cLE2KDe3y/SKUSnn18JTq9keMZpRzLKCEzrxKDQXwHCeyHi4sLGo0GX1/fXl/Tda6Li0u/5hYCWkDx0QM0FOfTUJxPSdoBJt/yAB4hwyMnty/sOnaa+PAApsaO4tFrZ/LH9zfQMYBhs6PGTSVkbCJ1ZflUnj5F5elT1Jbk0d5cT37aXvLT9gLg6h1gFdN+4bGoHJ0vcefBwZxpUYQEePDArTNxcVKxZU/fQ2ZGKgUltTz76jpuvXoys5JGs3z+OOJjgnj/q/2UlJ+/ZYPg/Bw+UUx+cS3XLp3I9EkRTJkYxqRxIexIzmHd9hO0tevsbaJgBFFZ08w3647yw8ZjJIwLYe7UKBqbO3qI5+Xz48jIqaCorN6OlgpGClW1Led8T/t5uyKTSvFwUzFvejTzpkej1Rk4mV3O8YxSTmSW0dImuh0Irizx8fHs2LGDnJwcEhISenVNTk4OAOPHj+/X3CIH2gZ05Rpc+39DMwfabDZTlLqXYz99gb69DSQSouctJ275DciVQ6NfsdLGziNHlYK/PrACH3dnkk8W8ubP+207wSUw6LTUFOdQefoUVfkZ1JcX9OyLKJHg4R+Kf2Qc/hFx+Iwag0Jln/wBg16HBHBsO/96nEQCN62cxNK5cQBs2HGS7zemXUELhxcT44K5+8bpuDqrMRiM/LT5OBt3nbK3WUOSkEAPblwxiXFjAgFoaGrnmZd+FJ59gV2RSiXWXOggf3de+J+rACgpr2df6mlS0gpEm0DBFUcukzIm0o+JcSFMjA3G093JemzN1hP8vOU4YPnOF8pC5EBfCb755htuu+02EhMTOXDgALJLRNAajUZmzJhBamoq33zzDTfeeGOf5xYC2gYMdQHdhaaliWM/fk7J0QMAOHn5MOGa2wmMnzzoc3FtLaABRgd586fVi5FJpbz42Vayiu1XDVnb0UZ1QSZV+RlU5p+iqbqsx3GJVIZXcAQ+odH4jorGOzQatVP/wlN6y8nda6jIPYECBS7uvgSHjycgJBbFWYsvy+bFctPKRAD2Hz7NJ9+lYBRCpU+4OKm564apJMaH9nhwEfSNuOgAblo5ibRTpT1+liJ3X2BvAnxdWbVoPInjQlEoLA+HBoORE1llpBwt4HhmqQijFdiF0EAPJsaFMCE2mE+/T6Go1BIhkRAXwk0rJ5GeVUZ6djnZp6vQG0ZeOoIQ0FeGBx98kA8//JClS5fy3nvvERQUdN7zysrKuP/++9m6dSv33nsv77//fr/mFQLaBgwXAd1Fxak0jnz7MR2Nltxfn6hYJl57B+5Bo+xs2YUZCAENsHLaWDQ6A9uPDq5q0h0tDVTmZ1J1+hSV+adoa6w95xxXn0CroPYZFY2zp5/NF0KMBgMHfniH5ppyVHJHWptr0bQ34+jswYRpVxMVN6vH+bOSIrn7xmlIpVJy8qt445PdtLYLT0pfSRgXwonMMutChLeHM82tHSJ3sg9IJBJkUonV+zwm0o/7bp7B+u3p7D98WghpgV1xdFAyZWIYs5Iirf18Af794U6OZ5ba0TKBoCf33DSd2VNGW/e1OgPZp6tIzy7jZFY51XUtdrTuyiEE9MDzySefAPDWW2+RmpqKQqFgyZIlJCUl4evri0QioaqqikOHDrFlyxb0ej1JSUk88sgjF73v3Xfffcm5hYC2AcNNQAMYtBqytq8le+cGTHo9SCSET5vHuBU3onZxs7d55zBQAnooYDabaW2ooaYwi5riXKqLsmmuKT/nPLWzGz6joq2i2iNgFFIbts0yltXT0dZETcVpTqZuRKNpZfqCu4iMndHjvHFjAnn4jtm0tmv56783CgFtI2RSCX98bAVqlYLPfzjIqZwKe5s0pHlk9RwS4y2LhjX1razbls6BI0JIC+xPkJ870yaFM25MIC/+Z6N1AW3RrBjcXBxIOVpAWVWjfY0UjFjUKjljowKIHxNEfExgj1BvgKf/+j31jcO/97kQ0AOPTCZjIGSsyXTpqB4hoG3AcBTQXbTV15K+9itK0lIAkKvUjF1yLVFzlyKTK+xs3RmuhIB2VCtZMXUsP+w5gWmQ/9po21uoKc6lpiiH6qJs6ssKMBl7FkKTKVR4B0fiMyoa31Fj8A6J7NPn12QyIZVKe/Tibm2u5bsPfou7ZyBX3/UC0rNapAX4Wv7oil68tsPX24WnHlqMl4flYSXlaAFfrTksCrv0EYVcxrzp0SyfH4ebiwMANXUtrNuezoEj+UJICwYVEgm89Mx1+HhaiksWl9eTcrSAg2kFPVriCQRXmiB/d+JjAokfE4STo5LnXltvPfbwHbNRqxTD0jstBPTAI5fLB0RAG42XjuITAtoGDGcB3UVtfg7HfvyMhpICAJy8fJlwzW2DJj96oAW0BPjL/csJ8/dk48FMvth2dGAntDFGvY66sgJqirItwro4B11Hzz6jEokEd//QHl5qRzevXs/RXUA3N1ax/ed/YzIaWHnbH1E7XDwf29e5lZ++eReVayjB4ePxC4q+vDcoACwr/9csmciiWWOQSqW0tWv5Zt1R9h/OE0Vd+ohSYRHSy+adEdLp2WX88/0ddrZMIDiDRCJh0rgQpk0KZ3xMEHK5JV/aZDKTdbqS3Sm5PfqhCwT2oHuBPLlMyr9fuAWV8kwkXFVNM+nZ5aRnlQ353GkhoAeerj7QtiY0NPSS5wgBbQNGgoAGMJtMFB3eR/q6b9A0NwLgM3osE6+9E/dg++ZHXwkP9OQxITx+4xwA3vhpPwdOFQ78pAOE2WSiqaacmuIcaoos/1obzi2SNvPmRwkbP/2S9yo6eRBHgxpnV29c3HzIOr6dQ7u+IiJmKtMX3Y1K7XTB6/29nfFWFfM/Tz6BXKFAr9MjkUrx8gklKDye0MgEfAIi+/2eRxKjgjy5+8ZpjAq2LIDk5Ffx+se7aOsQLZr6SpeQXj5/HN+sPcyBo5bFRJlUghmsD4UCgb1xclAyecIopiWEEx3hB8CulBw++/6g9RxRIE8wGAjycyd+rMU7PTrcF7nsTLTa317fyOmic+u7DBWEgB7eiD7Qgl4jkUoJmzKH4AlTrPnRNXmZbP1/fxzU+dG24nB2CT/tO8m1s8bxwMqplNU2UVw1NHvwSqRS3P2CcfcLJippAQDtzQ09BHVDZRFeQRGXvFd7cz37v30TqVSGs6sXmo5WdJp23L0CGZe04qLiGaC0oo7tqWsJDAzkhRdeoLFFz+dfraWyvICThzdSlHOYZbc8g6OTuy3e+oigqKyeF/+zkUWzYrh26UQA2jVCPPcHnd7Ilj2Z7DqQi6FbeNecqVEsmj2WddtOcPBYoRDSArvT1qFjd0ouu1Ny8fZwZmpCGCdzztTFiBzlza/vnU/q8SJSjuYPaZEiGNqUVTVSVtXIpl0ZqFUKxkb5Ez8miPBQL/KL6+xtnkBwQYQH2gaMFA/02Qym/OgrVURMIpHw1C3zmBAZSHVjK3/+cCOtw9Srp9dqkCtVvQrRb6mvpub4MfKzUmhurCZhxrVEjp2OQulwyWtbm2vZ8NXfCB0VyZ6dm/DycqeotIZX3lpLfn4+EokUn4AIpNKL9/cTnB8vdyekMgk1dZZfEpVSzqggT3IK7NeWbTjx58dWWD39ldVNrN2ezsG0wgHJyxIIbMFNKyexbF6cdb+6roWUo/mkHC2gqnb45KAKBPZEeKCHN0JA24CRKqC7OF9+9PirbyNo/JXLj76SVbgd1Ur+ct8y/DxcSM+v4B9f7Rz0RcWuBKpGE3pdB/s2f0htZQELrvkNXr6XziOpKM5g03f/YOzEhSxecQu/+9W1BPh50tau5a3P9pCZV3kFrB853HJVIkvmxLLvUB7frD9CW/vwXAC6UqiUchbMGMPSebG4OKkBi5Besy2dQ8eEkBYMPqRSCWNH+zNtUjiTxoWiVp1Z8M4vruX1j3fR1CIKjwkE/UEI6CvP4cOH+fnnn0lLS6Ourg6ZTIavry+TJ0/mmmuuIS4u7tI36SXSS58iEFwc74hoFj7xPEm3P4Ta1Z22umoOfPQvdr/+VxpKC+1tns1p1+h47ds9aHQG/D1d8HAZeYsmYGmf1SUOzGYzJpMJhdKB+KQVaLVt5GcesB67ECaTkfraUswmE6czk/nu89e46vp7+eb79Tg5qggP9b7gtYK+IZNKMZnMzJoymr8+fQ3TJ4Xb26QhjVZnYOOuUzzz0o98vyGN1jYt/r5uPHT7LO68boq9zRMIzsFkMnMqp4IPvkrmiee/490v9lr7ybu7OtDcekY8hwZ59ijyJBAIBIONiooKli1bxpQpU/jrX//Khg0bOHjwIMnJyfz000/88Y9/JD4+nquuuorKSts4ZYQH2gaMdA90d87pHw0ExCUQs+gqvMMHrrKyPfpAx47yo7i6kdaOkdfHuKOlEQcXd+u+2WxG2WBEIoH21kZ++uQP+AREMm/VIyhVF/6dMOh1lOQfo7GuHDBTVnSSuqpCZDIFV19/Fw4+k1Eobbt6KrDkQK6+YRrBAR6ApcjYV2sOU1RWb2fLhj5qlZwFM2NYOieWf36wnYISSx6fk4MSvcGITj90q8oKhjeuzmp8vV3IK6wBLJ7qV/54Aw5qBelZ5Rw5UcTxzDI0Wr2dLRUIBj/CA31lKCkpYfr06ZSXl1ujXh0dHfHz86OgoACz2YyTkxPt7e2YzWZ8fX3Zv38/kZH9K04rBLQNEAL6XNrqa0lf97UlP7rzI+YdGcPYRVfjFxNv89Buewjos1Er5Wh0hkufOMTRadpJXfMxXsERjBo/HQdnS+G4rjZWeRn72bPhXSJjpzN3xS96dU+z2Wz9TNRVFbJn47s01Jax6LrHCY1MQKmQce/NM/hhU5o1l1fQP2QyKUvnxLJqUTwqpRyTyczH3x5g/+HT9jZtWKCQy3q0YLn9miSmTAxjR3I2O/Zn09o+8hbeBEMLHy9nnnhgIX7eZx6S9QYjp7LLOZxezLFTJXRohJgWCM6HENBXhmnTppGamgrAihUr+O1vf8vMmTPJzs5m3LhxmM1mjEYjGzZs4NFHH6WkpISYmBhOnDiBTNb32joihFswIDh5ejNt9aMse+bvhE2di0Qmo/Z0FnvfeZlt/++PlBw7iNlkuvSNhgizx0fw6iPXEOQ9fKuQd2EyGjEa9Bzb+g3J37zJiR0/UHjiACWnj3E8ZQ37Nn+Ao7M7o0YnAmA2X/r/WSKRYDabMJvNePmFMWPxPQBkH9+JXtfBzVclMmViGH9+bCUJcSED+fZGDEajiQ07T/KHl3/mwNF8tDo96dll9jZr2NBdPEskEmJG++PirOaaJRN4+Q/Xc/u1SXh7OtvRQoHg4tTUtfL7v//Ms6+uY+22E1RUN6GQy5gYF8IDt85kxfxx9jZRIBCMYNasWUNqaipms5k///nPrF27ltmzZyOVSnukD0okElauXMnu3btxcXEhMzOTjz/+uF9zCwEtGFBc/AJJuu1BVvzpVaLmLkOmVNFYWkTKx/9h00u/pSBlFybD0PbaSiQS5k6IxNVJzdO3zsfdWW1vkwYUtZMLCUtvZdzca9C0NZO+80cO/PAuW398jSP7vkeldiZx1o2Edgpok8mEyXTpsFWJRGr1Qnv6jMLB0ZWqshzkCjXrt58kt7AaRwclv7pnHjevmoRMemUK1A13Gpraef/L/fzv//1Mc4vGOn77NUkkxl+6CJzg0pjNZp57bR1vf76HwpI6VEo5C2fG8NLvruEXd85mVJCnvU0UCC5IaUUDP20+zh//sYY/vbKGn7ccp6yykcPpRdZz4qIDePLBhcyZGmUtpicQCAQAb775JuHh4ajVahITE9m7d69N7vv1118DMHXqVJ599tlLnj9q1CgefvhhJBIJP/zwQ7/mFiHcNkCEcPcebWsLeXu3kLt3C/r2NgAc3DyInr+SiOnzkKv69sVr7xBuZwclz969lAAvVwoq6njxs21o9UN7YaC3dLQ0UlOci76qHmc3b3wDRqN2dLEeLz6dRt7JfYyKnkxY1GRrizOT0YBUZilO070YmVQqpaGmlC0/vIJK7cxVdz6HTCZHJpVww4pJLJ0bC0BuQTVvf76HxmZRLdbWxET68/QvFgOQdbqSr9YcpqR8aPY8H4zERPqzbF4s8TFBAGzYcZLvN6bZ2SqBoO/ce9N0Zk0ZDVgWTXPyqzmcXkTayRLxN1owIhEh3Ba+/vpr7rrrLt58801mzpzJO++8w/vvv09GRgahof1bpB89ejT5+fm88847PPjggz2OZWRkEB8fby1y28WWLVtYvnw5/v7+lJX1PepOeKAFVxSVswtxy29g5Z//yfhrbkft6k5HUwPHf/qc9S88TsamH9G1Db0c19YOHf/4aidNbRrCA7z41XWzkF6hFl72xsHFndC4JGInLSY0MgG1o0uP0Jnq8jwKcw9Tmn8cuv1MMo9t6yweZvHiSyQSpFLLn6TKsmzaWhrwCYy0jhlNZr5Zd4Q3PtlFe4eOqHBfmoq3UlN0kOZG0dPYluQX17Jm6wl0egMxkf78+bGVrL5hmvAs2Yis05X884MdPPvqWvYfPs32/VnWY5GjvJmeGIFMJr6eBUOHdTvS+Xb9EfKLa5FKpcSM9ufO66byjz/cwDOPLO3RKksgEIwcXn31Ve6//34eeOABxo4dyz//+U9CQkJ46623+n3vqqoqAOLj43t9jZ+fHwB1dXX9mlv0JhDYBYXagTHzVzB61iKKUveRtWMdbbXVnNr0Pdk71xMxYwHR85bj4OZhb1N7TXVjK69+s4s/3LmIhKggVi+dzMebUu1tll3oXiRu3ORleHgH4ejsiazT42ww6MhI28bxlLVExs4kKGwcTi5eOLl4UJhzmBMH1wEQOXYGEklPIXH0ZAmlFRtYNT+MD95/1zru6u5HUFg8QeHxBITEoFA6XIF3OjzR6Q38vOU4+w7lcePKSUyZGMbcaVEkTRjFuu3pbNuXhdE4fGoY2IvSikY+/Dq5x9jViycwbkwg1y+byNa9mew5mCeqHgsGPTV1rWzalcGmXRl4eTiRGB9KYnwoo8N8cXJU9vgMTxgbTFllI7UNQ2+xXCAQ9B6dTseRI0d45plneowvWbKE5OTkC1zVe/Sd3X7U6t4v7jc1NQHg4uJyiTMvjhDQArsiUyiJmLGAsKlzKT1+iKxta2kqLyZn5wby9mwhbMpsxixchbO3n71N7RWny+t48+f9/OaGOSxKjOZYXhnH8srtbZZdUTu4EDl2Ro8xCRISZ91ETvouso/vICd9F2oHV/S6DjQdrUilUibPuRn/4DHnvWd1XQvvfHGAecvuJOtkKlXleTQ3VtF8rIrMY9uQSmX4BkYRFB5PUFg8Xr6h5whxwaWpa2zjnS/2sn1/FrddnURYiBfzZ4zp4TEV2Jas05UEB7jj6e7ELVdN5qpF49l5IIft+7JoahGhsILBT11DG1v2ZLJlTyYebo54up9JbVPIZTx0xyzUKgWFJXUcTi/iyIliquta7GixQDA80Rl1A3bP5ubmHuMqlQqVqme4eG1tLUaj0er17cLPz88m/Zjd3d2prq6+LG/yli1bAIiNje3X3EJACwYFUpmM0EnTCUmYRmXGMTK3raWuIIf8AzvJT9lFyMSpxCy6CvegUfY29ZIczi7li61HcFQrR7x4vhAyuYKImKlExEylsa6c0oLj1FScxmQy4e0fjl9Q9AXFcxcKlTMR45YQMW4JOm0HzrJatM0F/PTzOhrqKqkszaKyNIsje79F7eBCYNg4i4c6bByOTu5X5o0OE/IKa3jxPxuYkRhJS5sGg8HifZZKJfh5u1BR3XyJOwh6y8adp9i6J5NpkyJYNi+WAF83Vi4Yx5I5Y1m/PZ2129LtbaJA0GsamtppaGq37ru6qCkoqWNMhC9hIV6EhXhx44pJFJfXc+REMYeOFQoxLRD0E6VSib+/P5+d6H+Y9PlwdnYmJKRnR5Rnn32W55577rznn926tnvr0v4QFRVFdXU1J06cYOHChZc8/9ixY/zrX//CbDZz/fXX92tuIaAFgwqJREJAXAIBcQnUnM4ia9taKjOPU5KWQklaCgGxExm38qZBL6Q3p2bb24Qhg7tXIO5egeeMX84fWJXagd/95mHCgr149x0jr7+/hm++/4mygnTKizPRdLSQn3mA/MwDAHj4hBAYGodfUBR+QdE4OA3/9mP9xWzmnB7Rs6eM5s7rprD7YC5rt6YLD6mNMBhN7EvNY//hPMaPDWb5vDiiwn1paDrz85VJJRhNogaoYGhR19DGK+9sxcVJTcK4ECaPDyUm0p/QQE9CAz0xmcxs2HkSsHzGTWYzotStQHB5qNVqCgoK0Ols74GG8z+fne19BvD29kYmk53jba6urj7HK90Xpk+fTnJyMhs3buSJJ5644HkbNmxgz549vPHGG7S1tREVFcUvfvGLfs0tqnDbAFGFe2BpLC0ia/taSo4dtDzFSyRETJ/PuBU3onK2VAC0dxXui6GUy3joqumsT8mgoKLe3uYMGKpG++bEqlUK7r1pOpMnWBZXTuWU8+HXydQ1tFBTnkdpYTplhenUVRWec62Luy9+gVG4ewXh5OqFs6s3zq5eODi5W4uYCc7lruunMm96NABanYEd+7PYuOsUbe0D86U9kokc5U1RaT2GztzzBTPGMH/GGHYeyObAkXw6NCJPWjA0cXJUkhAXQmL8KL5ak0pVrcUDPW1SODevSuREZhnHM0vJyKlAqxsZ3S0EQx97VuEeTEydOpXExETefPNN61hsbCzXXHMNL730Ur/uvW/fPubOnYtUKiUvL49Ro84417pX4e5CIpEQERHBxo0bGT16dL/mFgLaBggBfWVoqank5PpvKT12EACF2pHYZdcxetZi1JrBG0xx24IEVk6PpaVdy18/30ZpTaO9TRoQ7C2gu5g/PZqbViWiUsppa9fy2Q8HST1+pl9pR3sz5UWnqCrNpqosl4baUuD8fwYlUhlOzh44u3p3Cuuuf944uVi25QrbtogYakRH+HLD8gRGh/kC0N6hY8ueDLbuzUSjFQ+7A8Uffr2ciFBvADRaPSlHC9iRnE1ZZaN9DRMIbMT9t85gRmKkdV9vMJJ1upITGRZBXdfQZkfrBIKLIwS0ha42Vm+//TbTp0/n3Xff5b333uPUqVM9BG9fefDBB2lqauL666/n1ltvtY53CeguAgMDue+++3jqqaf6XUAMhIC2CUJAX1lqTmdx7IfPaCyziCIX3wASl91JUPQEO1t2ftRKOc/cvpDRQd40tXbw4mdbqagffjleg0VAA/j5uPLArTOtAuPP/2/tBYWFVtNGTcVpqsvzaGmqoa25ltbmOtpa6jGbL/2e1A4uPbzWzq5eneLaIrrVDi42yfUZ7IwfG8R1yyYSGugJQOrxQt7+fK+drRq+qFUKpieGM3/6GIL83a3jOflVbNuXxZH0YvsZJxDYAJlMSnS4LxNig5kQG4yv15mHXpPJzBMvfEtrm9aOFgoEF0YI6DO8+eabvPzyy1RUVDBu3Dhee+015syZM6BzdnR0cPjwYRwdHfH39ycoKMim9x+SAtpsNrN//35+/vln9u7dS1ZWFu3t7Xh7ezN9+nR+9atfMX/+/Atef+DAAf7v//6P5ORkWltbCQ8P57bbbuPpp5++rFLoXQgBfeUxm0wUHNzNyfXfom21FDAKjJ7ApOV34OZzbj6tvXFUKfj9nYsI8/ekvrmdv3y6hZqm4bV6PpgENFjy51YujEetkvPNuqOXfb3JZKK9tYG2ljpau0R1cx2tzWf2DXrNpe2QK88rrJ1dvXHubN0llQ3eCIrLQSKBxPhRXLt0Au9/uZ/CUktlTLVKjt5gEq2vBogxEX4smDGGhHEhyGRSjqQX8+anu+1tlkBgU/x9XJkQG8z4sUHIZVJeemOz9djDd8zGYDRyPKOMUznlIqVBYHeEgB7eDEkBvX37dhYtWgSAVCpl9OjRODk5kZubS2urJRn2j3/8I3/5y1/OufaLL77g7rvvxmg0EhQUhK+vLydPnkSv15OUlMSuXbtwdLw8ESwEtP3Qd7STseUn8vZsxmQ0IpHKGDNtMfHzr0Pp4GRv83rg4qjiD3cuItjHnerGVl78dAv1w6jo0mAT0OfD28OZedOj+GnLcWsl6b5iNpvRads7hXWtVVhbBLflX0dbYy/uJMHR2b1nmPhZQlupGlo9rSUSehT+ufXqyUyIDWbNluOkpBUyBL92hgTurg7MnRbFqZwK8gprAPDxcubGFZPYkZxN9ukqO1soENgGqVSCqbOInlql4F/P3YRcLgMsRfhy86s4nlnG8YxSUdVbYBeEgB7eDEkBvW3bNn75y1/y5JNPcuutt+Lh4QFYGnY/99xz1qT0tWvXsmrVKut1hYWFxMTEoNVqefnll3nqqaeQSCQUFRWxdOlSsrOzefTRR3n99dcvyx4hoO2PprCSo5u+oCwrDQCVowsTFt1I5OT5g6oIlLuzmj/etRh/T1dOl9fy7EebL32RwGb88a7FxIT6UlrTyFs/J1NU1TCg8xkNetqb6mlrrKWtqc7y2lhLe2MdbU21tDXWYTJeOk9YoXbEyd0bJzcvy6u7F47u3ji7e+Po5oWDsxsSqXRQLmLIZVL+9rtr8PJwBqCsspGfNh/j6MkSO1s2Mrh51SSWzo0DoLyqkZ3JOSQfyUejFR46wfBAKpUwepRPp3c6mEC/nl0V9hzM5ZPvUuxknWCkIgT0lSclJYXt27dz6tQpGhosz3ceHh6MGzeOhQsXMnXqVJvNNSQFdHNzM46Ojsjl5w97XLFiBRs3buTqq6/m559/to4/+uijvPnmmyxZsoTNm3sKl+TkZGbOnIlCoaCkpOSyyqsLAW1/uqpwl+ee4MiGz2musfRfdvcPJXHFnfhH9K9hui3xcnXk8Rvn8OHGQ8O6KvdgZOLoQB5YOQ13ZwcMRiPf70ln3YEMu3lEzSYTmrZmq7hub6w7S2zXoeu4dIl5qUyGo6sXLs5ePfKxnTq92U6uXsjlyivwjs6PUiFn4awxLJ8Xh5OjpehaQUktP246xqmcCrvZNRII9HNjwYwxTE+MQK1SAKDR6DlwNJ8dydmUVzXZ2UKBwLb4erkwfmwQE2KDiY7w46s1qexMzgEsURo3r0rkeEYpJ7PLaesQHQMEA4MQ0FeO/fv38+ijj3LixImLnjd+/Hhef/11Zs2a1e85h6SAvhSvvfYaTz75JDExMWRmZgKWcMugoCAqKir4+uuvufnmm8+5buzYsWRlZfHOO+/w0EMP9Xo+IaDtT/c2ViajgdxDOzix/Tt0mnYAQmKTSFh2Gy6evnayUDBYcHFUcd/yKSTFhAKQXVLN22sOUNM4OHuh6bUdtDfV09pYS3unB7u7wO5oru/VAoDa0fVM3nX3auKd2yq184AXO3NQK1g6N5bFs8daxdyXP6eybV/WgM4rsIS5zkiMYP6MaAL93AFoa9fy5F++63c6g0AwWHFQKzCbzdaOAHOnRbH6hmmApc5FXmENxzNLOZ5RSkV1sz1NFQwzhIC2HXv37mX16tWAJQo5MvJMdf7PPvuMe++9F5PJZH2GUalUeHpaCprW19ej1VqKDZrNZqRSKR988AF33313v2waHpVrzkKjsRT2cXA4kzdYXFxMRYXF0zFz5szzXjdz5kyysrI4ePDgZQloweBCKpMzZvoSwiZM58T2H8g9tI2SjFTKco4xdsYy4uZejWIQ5ZRGBnpx7ax4Xv9xH1q9aPsz0LS0a/nX93uZHR/O6qVJjAnx5W8PrOCl/24nv7zO3uadg0LlgJtvEG6+568gaTIaaW9uoL2pFm15TbdCZ1252bUYDDo07c1o2puprcw/733kClU3cX1uPrajiwdSqaxf76VDo+enzcfZvi+bFQvimJEYyaHjhdbjMplUFBobIDRaPTuSs9mRnE1MpD/zZ0RTW9/aQzwvmhXD4RNFNDYPn9oMgpHN2cXEcguqWb89nfGxwYQEeBAd4Ud0hB83rUykuq6Ftz7bQ3GZiAwTCAYTa9eupbi4mHnz5vUQzydPnuTBBx/EZDKhUql49NFHWb16NfHx8VYxbTabOXnyJJ9++imvv/46Op2Ohx56iEmTJvVoc3W5DDsBbTab+fbbb4GeQjk3NxewrEoEBp6/SnNERESPcy+EVqu1rmaAxQM91BkT6ENuRS2mYRSQoHJ0Iemqu4masoAj6z+nMv8Up/asJT9tLwlLbyNswgy7txeSSaX8+vrZeLs58T83z+XVb3ej0QkRfSXYm15AZnE1v7h6Bg4qBcUDnA89UEhlMpw9vHH28EblHn3OcbPZjFbTekZYt9TR2nSm2Flbcx0d7U0Y9Foa68tprC8/7zwSiQTHHj2xz/VmK5S962LQ0qbh67VH+HHTcXTdFo1+fc88DEYTG3acJL+4tm8/EMElyTpdSdbpyh5jYyL8uO2aJG5elciJrDL2p57mRFaZWNAQDCvKq5r4YdMxfth0DC8PJ0uo99hgYkb74+XuRG39mUikKRPDcHFSk5FbLrzTAoEd2b17N2azmeuuu67H+Msvv4xer8fBwYHt27czbdq0c66VSCTEx8fzj3/8gxtvvJGFCxfS3t7Oyy+/zGeffdZnm4adgH7vvfdIS0tDqVTy+OOPW8e7ksnd3d0vKJq6ipF1nXshXnrpJZ5//nnbGDwI+PXSGcyOCeftbSnsOHXa3ubYHHe/EBbc+wylWUc5uvELWuurSf7uLXJTd5B01d14+IfazTajycS/f9jL/96+kNgwf565fSH/+GonbRqRl3UlqG1q46+fb8PVUYWhUyjIpFJmjw9nz/H8YbGgJJFIUDu4oHZwwcsv7LznGPQ62lrrLVXEm+u6teyqpbXFsm0yGWlrqaetpR7Kzj+XUu103iriXSLbwdEVieRMUb/u4tnPx5W46ECkUgkJcSFk5VWyYedJkSN9hTCaTOTkVxEd4UdCXAgJcSE0t2pIOVrA/sN5lFY02ttEgcCm1DW0sTM5h53JOaiUckYFedLeLSd64cwxjA6zpH3VN7aRkVtBRk4FGbmVtLRduoWhQCCwDV0RxOPHj+8xvnPnTsxmM08++eR5xfPZTJ06lSeffJK//vWv7Ny5s182Dasc6KNHjzJz5kw0Gg0vv/wyTz/9tPXYZ599xurVqwkJCaG4uPi813/44Yfcf//9REZGkpeXd8F5zueBDgkJGbI50CsTYrh7TiK1LW089sla9EajvU26bJS9TF816nVk7t/Iyd0/Y9TrkEilRE9dxPgFN9i17VV4gCe/vXUBLo4qiqsa+PuXO2gSX9B24eqZcdw8byKFlfW8v/4ghZVDJ5xvoKpwm80mOtqazrTq6u7N7tzXadsveR+ZTIGTi6dVUHf1xe7yYEdEhHHVoolMS4xALrMI7cLSOjbuPMmR9BLR/uoKEODrxsykSKZPCsfd9cz32V/+tcHa11sgGAksmTOWcWOCiA73RaHomb6SmVfJK+9stZNlgqGAyIG2HY6Ojmg0GtLS0pgwYYJ13MHBAa1Wy969ey+Ynns2+/fvZ86cOSiVSjo6+p6uNGw80AUFBaxatQqNRsPtt9/OU0891eO4Wm0JLdTpLuzZ6xLF3XOnz4dKpUKlUvXT4sHDlhM5rEyIwdvFiaXjo1iXNnwL+sgUSsbNu4bwiTM5uvG/FJ86RPaBLRSeSCFhyS1EJMxGYoe2VwUV9fz18608c/tCQv08+NPqxbz0xQ7qmtuuuC0jnYbmdto6tIT5e/LCvUvZnJrNd7tPjOj8dIlEiqOzB47OHvgGjj7vOTptRw+vdQ9vdksd7a0NGI16mhuraG68cD/if77giKOTKwEBfoSPCsbX1wdvb2/qS1qoaTSgdnBB5eCC2sEZtYMLSrVjD6+2oH9UVDfx3fqj/LAxjXHRgcxMiiTA162HeJ45OZKWVg0nc8qtvXgFguHGlj2ZbNmTiUIuIyrcl9joAOKiAggN8qS9Q9vj3Advm0VpRQOncisoKa9HrPUJBLajq+vS2RHCPj4+lJaWXpYm6zrX17d/RYWHhYCurKxk8eLFVFRUsHLlSj7++ONzwrS7wrMbGxsxm83nDePu3jNsJKE3mvg25QS/XDyda5Pi2H7qNB264d0j1Mndm9m3/YaKvJMcXv8pzTXlpPz4HnmHdzJ51d14BYVfcZtKa5p44ZMtPHPHQvw9XblmZhwfbjx0xe0Y6exNL+B4fgV3Lkpkxrgwlk8dS1JMKJ9sTiUt9wKxywKUKgeUPsF4+ASf97jJaKCtteE84eG11qJnRoMOnbYdnbadxvpKMk8dv+S8EokEldoiplWOFmGt6gxZ7/qn6hTbagcX1I7OyBVqu9c/GOyYTGZOZJVxIqsMqfTMz0ouk3LzqkScnVQ0Nrdz4GgB+1PzRI6oYNiiNxgt4du5FXwHuDipcVArrMd9vV2YNikcCOdGoKVVQ2ZeJadyKsjILae+8dLROQKB4ML4+/uTl5fHvn37mDdvnnV81qxZfPXVV6SmpjJ58uRe3evw4cMAzJkzp182DfkQ7vr6eubOncvJkyeZO3cuGzduPK8HuaioiLCwMABKS0sJCjq3ou0DDzzABx98wH333ccHH3zQaxuGQxsrqUTCK3euJNjTje8OpvNNysV7qQ02ehvCfT6MBgPZKZtJ3/EjBp0GJBJGT57PxMU3oXJ0sZ2RvcTTxYFrZ8Xz2ZbD6EUBH7syPiKAe5Yl4eth+Rx8s+sYa/afsrNVF2agQrivBF3FzjTtLWg6WtB2tKLp6Lbd3oymoxWtpgVHlYmG+vo+F3CUyuTnCuvu+449j6kcnO3aR3sw4eig5KpF45k+KRwX5zNF4/KLa9mXmsehY4XnVD4WCIYzzo4qpiSEERcdSEyEH+pu4hrg5y3HWbN1aD1TCfqPCOG2Hffddx+ffPIJ/v7+nDhxAi8vL8AihmfOnImfnx9HjhzBx8fnovepra0lMTGRyspKUlJSSEhI6LNNQ1pAt7a2smjRIg4ePEhSUhLbt2/HxeX8gsdsNhMYGEhlZaXoA30BpkSG8NSqOWh0en718c80nxWiNJjpj4Duor25gbTNX1J4PNlyTwdnJiy+idGT5yO1Q1h3d3zdnakepH2KhztKuYzrZsezKDGaP36wkaqGFnubNKLxcXfmd7fNx9/TFZ1OR1lFJRv3pbEt5Rg1tXVo25rRtrWibW9B096Ctq0FbXsL2vZWtG3NGA19E3dypQqVoysqJ2dUjp3ebieXzm1nVJ3bLsZOb7iDU7/bfg1mZDIp42OCmJkUyfiYIGSdOesbdpzk+41pdrZOILAPMqmEiFE+xEYFEBcdQHiIF69/spvjGaUARIX7csOKBDJyKjiVU0FBSa1IgximCAFtO1JSUpg5cyZms5kJEybw7rvvkpSUBFjqVz3yyCMEBQXx2muvsWrVqnOe2U0mE+vXr+eJJ56gtLSUd99919pXuq8MWQGt1WpZsWIFO3bsIC4ujj179libZl+IRx55hLfeeoslS5awefPmHseSk5OZOXMmCoWC4uJi/P39e23LcBHQAH+7ZSnOahX/2rSP01VDp3iSLQR0F1UFWRxe9wmNVSUAeAaGMXnV3fiERtluksvgtgUJLEyM4tVvdpNRdOHcUcHA4qRW9qiOvmTyGDKKKimtabKjVSMTiUTClJgQrpoRR5i/5e++wWhkX3oBP+87SU3ThWsHGHRai7juEtZWgd0lslvOEt+tmE19K6yoVDtZc7W7521btx1de4ScK1UOQzKf29VZzbRJ4cycHMnbn++xhnNHh/sSFx3I/iOnqa4VC0+CkYeDWoHeYLT2W79u6URWLTrTe7a9Q0f26SpO5ZaTkVNBlfg9GTYIAW1bfvOb3/DGG29Yi4lGRkYybtw4XF1dOXnyJMeOHcNsNuPl5cXEiROt3uiamhqOHTtGXZ2ljkdCQoK1mvdHH33UZ3uGpIA2Go3ceOON/PTTT0RGRrJ3714CAgIueV1BQQExMTHodDpefvllnnrqKSQSCUVFRSxdupTs7Gx++ctf8uabb16WPcNJQHs5O9LYrsFoGlqhoLYU0AAmo5HcQ9s5vv079BpL/lJEwmwmLr0VB2c32052EWRSKU/dMo/4iAB0BiP/+WGvyMMdBIwO8ubPdy/BZDKzISWDH/edRG8YetXrhwPxEQFcPSOOsaP8AHj+483kltmuh7TZbEavabcKbE13wd3Nu61pa0bb3oKutQWtpm/F/yQSabfQ8W653Ofkdp/ZlitUgzaf++E7ZjNlYhgAOflV7D98msMnitBoR25BPsHIxsPNkfgxgcRGBzB2dADOTj2LHz3/2jqKyy31eCQSRDGyIYwQ0LbnpZde4i9/+Yu16PPZElYikVywW8f5jpn6oXWGpID+8ssvuf322wGIioq6YCW1gIAAvv322x5jn376Kffeey8mk4mgoCB8fX05efIker2exMREdu/ejZPT5bUzGk4CeqhiawHdhaa1ibQtX5N/dA8ACrUj4xdcT9SURcjkV6YGn0Im5dHrZjF5TAhGk4m31xzgwKnCKzK34Px4uDiweslkkmIsPcSr6lv4aNMhThZU2tmykcvoIG8mRQXxza4zhcfmTYykprGVU4VXLnJD1WjCZDKi1bSh7WhB05nLbd3uyuU+65he17e2dTKZwiK6HV0u6OlWqZ1QqZ1Qqi3bV8rTnTAuhLlTo4iLDrCG1Gl1Bg6fKOLAkXwy88Tvi2DkIpFICA3yIC7KIqj9fVx5+q8/WB/y77lpOiGBHmTkVJCZV8npohq0OrH4NFQQAnpgqK+v5+uvvyYlJYXc3FyamprQaDR9anOZn5/fZzuGpID++OOPuffeey953qhRoygsLDxnPDk5mZdeeonk5GTa2toICwvjtttu43e/+5213dXlMBwFtFQiYcn4KLLKayisabj0BXZmoAR0F7UleaSu/Zj68kIAnD18iJ9/HWETZ12R/GipRMJDV01nVrylOvjXO9JYeyBjwOcVXJzE6GDuXpqEZ2e/3KM5pfx3+1Eq60UYnr1xdlDxz19di1opp6S6ka1HctifXjDg7cj6WsjNaNBbiqidV2i39Ni2FFVrwWjsWz63RCLtFNROneLaGZWD5VWpckShVCNXqJArVCg6X8/e7tqXyi69kOju6sD0xAhmTY7E39cSwVNcXs/zr63vk/0CwXBEKpX0yId++ffX4+VxxqFjNJooKqsnO7+K7NOVpGeV28NMQS8RAnp4MyQF9GBjOAroO2YmcM3kWLLKq/nzt1vtbc4lGWgBDZZQj9NHdnFi+/doWi15r64+gYxfcD2hcVMGvH+0BLhzcSJLp8QAsPVwDp9sTh3QOQWXxkEp54a5E1g8ORqZVEp9SztPvP4TRlEYxq64Oqq4dnY8c8ZHoFZaquK2aXTsOX6abUdyqGoYmD8aV6oSutlsxqDXoeloPr+nu6Mzj1vThlbTik7ThrajFYNBd+mbXwZSqaynqO4S3/Iuwa3scdzf15OY6BA6NGZyixqQK1Q4OjryyN0LKalsJTu/jrLqNuQKFbJeiHOBYLji6qImNiqA2KgAxkT44e3pbD1WUl7Pc90WoMZE+lFR1URza98iWQS2Rwjo4Y0Q0DZgOApoT2cH/rn6atQKOf/etJ992YX2NumiXAkB3YVBpyX74FYy9qxD12GZ2CNgFOMX3kjQmIkDno+4eHI0dy5O5M2f9nMws3hA5xL0ngAvV25fOIm03FJ2pOVZx2VSiRDTdsRBpWDO+AgWT47G3/PMQ8zba5LZl15g8/kGeysxg0HXKaYtwrpLYFteLdsGvdb6T6/XYtB12+78ZzYP/PuUyeTI5MoLesAv5SG3jinV5xwT4lww1PBydyIqwpfocD9q61vZsPMkAHK5lNdfuBWFQkZFdRM5+dVk51eRk19FQ5PoQW0vhIAe3ggBbQOGo4AGuC4pjttmTKS+tZ3HP12LZoBDH/vDlRTQXeg07WQlbyJz/wYMWsuqr3fIaCYsuhH/yHEDOrePuzM13dpaSQDxizz4mDo2lBvmjOe/29M4lieKv9kTCRAfGciSydHEhfnzxBs/09jaAVh+n1o7tHRo+9+/eLALaFtgNpsxGQ3niOru2+fbt4xpzjlu1OvArMdo0KHRdGAwDPx3jUQq6yaqlSgU6ouK817vK9VCnAuuKN6ezjx691yC/T2QSnsu4NfUt7Jtbybb9mXZybqRixDQwxshoG3AcBXQCpmU/3fnKvzdXfj58Cm+2H/M3iZdEHsI6C607S1k7F1PdsoWy4Mg4Bcey4TFN12R1lceLg48dct8Pt18mOyS6gGfT9B7nrtnKaODvAFIz6/gi21HKa1ptK9RAlwdVTS3n+lz/9tb5xMd4sPeEwVsPZJNeW1zn+89EgT0QKKQy4iN8iV2tDdhQW4Y9Fr++u811Nc3oddrcXdRoOnooLauoZeCved2X1uSXQ5ni/NzBfe5HvHzetDlSuQKZacXXolcbrnfcO4vLug7Tg5KRof5Eh3hS3SEH6OCPJHJpHy99jBb9mQC4OnuyE0rE8nJryInv5ry6kZR6XuAEAJ64CkqKurX9aNGjerztUJA24AuAb3q3++icBiaAjr9my/wio4hYHxCj1zeyaFB/H7JPPRGI49/v56K5sFZHMlxELRH7mhp5NTuNeSm7sBktHhQAsdMZMLCG/EMDBuweR9YOZV5E0djMBp5f/3BAQlLFfQNB6Wcq2eOY9mUGBRyGSaTiV3HTvPdnhM0t4lctcGAUi7j+XuXEeLrbh07WVDBlsM5pOWW9amyp8A2qBRyokN8SM+vsI49dcs8Jo4OoriqgZTMIg5mFF1WPrvRYPGcG3Uaa2i6QadFr9Ni1Gkx6DTWse7Hz2xrzjlm7Nw2Ga9MKzupTIasU5zLOgW69VWptIr2nseUyJRd16iQKxTd7tHtVXlGtA90XQ/BwOLWISVylA+V1c3UNVpa602fFM4Dt82yntPapiW3oJqcgiqy86soKW/oUchM0HeEgB54ZDJZv76jR1wbq8HGUBfQjcWF7PzLHwFw8vElcuFSQmfOQaF2AOAPS+eRGBLE4eIy/rZllx0tvTCDQUB30dpQy8ldP5Kfthdz5y9naNwUxi+8ATffIJvPp5DL+MVV05kaa1lJ+2nfSb7ffVyEdA8ifNycuHVBgvX/qEOr5+NNqew/KRY7Bguxo/xYkjSGSVFB1sr6NY2tfLvrOMmibdygQAL85obZJEQFIZed8cIWVNSRklHMwcwiapv61oPbFpiMhk5xrbmA+D57+1wxbtBpMeq1GPQ6jHpd56tl/0q7CmXybiJb2VOU9xDvyjNe8i6R3kO4dwpzmdUjf2ZbKlcM2j7mQ53zRcP4+7gyefwooiP8GB3mg0rZM93gzU93cyTdUltFrVJgMBgxGEVUTV8QAnrgkcvlvRbQZrO5x98as9ksBLS9GeoCWtPUyOntmynYvQN9u+XhQ+7gwKiZc4lcsITRkZE8NDOJjw8epai+0b7GXoDBJKC7aK6tJH3HDxSmH4DOX9ywCTOJX3A9Lp7n713eVyTADXMncO0sS+71wYwi3l57AL3hynhEBL0jOtiHOxcnEhHoxUtfbLui/YkFvcPL1YlFiVHMmzgaF0cV7649wJ4Tfe8VKbA9jmolk8cEM23sKOLC/ZF1LnhkFVfz4meDv2tEXzCbzZgM+h6C2rqt050luju3dT3HjN1Eede+xRt/5l5GQ//rAFwWEslZXvCzxXe3/R4i/EKe9W7ndDu/N+3WhhuXSieRSSWEBnkRHeHLmE5B/YeX19DSGR21alE8KxeM43RRrTXkO7+4Bp1ePFf0BiGgB55PP/30oseNRiMNDQ2cOHGCtWvX0tjYSHx8PE888QQSiYTVq1f3eW4hoG3AUBfQXRi0GkoO7Cdv+2ZaKzv7C0okBCZMJnLhUryixgzaleLBKKC7aKgsIX3H95RkHAYs+XGRiXOJn3cNjm5eNp1rdnw496+cilwmI6+slle/2dUj11NgfyRAbJg/pworrWMz4sKorG8mv6LefoYJeqCQy5gWO4qUjCLrQtTiydFMGzuKLYezOZxdIqqrDwJcHFUkjQlhauwoDmYWs+NornX8N9fP5lBWMalZxTSK9j69wmwyYTR0iuwewlx7lmDXYTCcX6SfEfBnCfVuov9Khbt3IZHKugnyswS78jzh7gqlxQMvVyCTW7alcgUyhcI6LpX13O/+TypXIpXJ7PrMdLn1GCSSnkEOj6yeQ2J8zxxRg9FEYUktOfnVrN+RjkY7eIvL2hshoAcXbW1t/PrXv+bjjz/mzjvvvKT4vhRCQNuA4SKguzCbTFRnpJO3bRPVp9Kt4+6jwoletooxM2bSqhtcfzQHs4Duoq4sn+PbvqUi1/IzlcoVxExfSvz865ArVTabJybUl8dumENjawcvfLKZjkH2fyXoibuzmld+eTVqpYL96QX8sDedqobBWWtgpPPSgyutudL1Le3sOX6aPcfzqW60YxVDwXlZMCmK+5ZPAcBkNpNdXM3h7BKO5pb16GAgsA8mo6GbN7zT+33W/vk860a9rjPk/VzRbjyP6LfrI65EYhHUMrlFfMuVZwlwOVKZvNu27Kyx3u9L5QpkZ+2r26SWuWUyZLLOOaRyZDIZEmnvxL2/jyvREX5WL7WnuxMAHRodv3n2G2u+9PRJ4ZhMZk4X1VJ7GTUJhjNCQA9O5s+fz+7du/nuu++4/vrr+3wfIaBtwHAT0N1pLi/j9PZNFB/Yh0lvCe2Kjh5DyKJlOMcnIJUPjrCooSCgu6gqyOL4tm+pKcoGwNnDlynX3EfAaNu1vvLzcMFgNFHX3DMfsCsHRNvRRsmpVDqaGwgeOwmPgL5XIhT0D1cnNbctSGD2+AgAjCYT+9ML+HHfSfGgP8hwd3ZgwaTRLEiIwt3ZwTqeWVTFjqO5HMjoX0VQge1wd3Zg6thQpsWOIirYp8exkupG3l6TTFFVg52sE1wJLO3WjOfxoncX4We9dvOaGw166z9Tt+3z7XcfHxpIrOJaKpNbBLa0a1t+5lUq7zHm4KDCw80FBwc1FdWt1usXzx6Hp4cLSqUSo0lCc5uOhiYNdY0aGpo0mCXSTvHe834XHJPLkUikgzbqsTcIAT04+frrr7n99ttZunQpGzZs6PN9hIC2AcNZQHehbW0hf8dWyvfsoLmpEQBHL2+ilq5k1Ky5yBRKu9o3lAQ0WL7Yy7KOkrr2E9qbLWG7fuFj8Q6NxjtkNN4hkaidbPcH9+qZcQR4uvDxpsNo9QaObf2GU3vWAhAYPYHZt/zapl5wweUT5u/B9XPGMykqGLCEyu1Lz+e73Ses/YoFgwOZVEpSTAhzxkcwLiIAqURCSkYRr/+4z96mCc6Dt5sTidHBTIoOJibUUn/i0X9+T2uHpe3g+IgA5HIZpwoq0Ir8TkE/6OqRbhXVej0mg+68Qtto0GMyGiwi32jA1G2/6x6XtW/s3DcYO1+733+oCPsz3PLwP3Fy8bS3GX1GCOjBSVpaGpMnT8bf35+ysrI+30cIaBswEgR0F65SCdFVxfz7X/+kqsqiWlVubkQtXkH43IXI1Wq72DXUBHQXem0Hx7Z+Q87BbedUWHX29O0U05Z/7n6hyPrg8fdwceDVR65BIZdRVtvEqhtuI/tYCs7uPtSVFzBu7jWMm3u1aFkySIgI9OKGOeOZEBmIwWjkf95cQ11zu73NElwAL1dHZsVHkFVcRXZJDQABXq48ceMc9p7IZ296gVgAGUQ4qpVEBHhysuBMDYI/3bWYMaG+6PQGThZWkpZbRlpumfh/EwxpuudAm81mzCYjRqMRk8nQTXB3infrWLdXkwGj4cyxLiFuMhowms4S7UYjRpMBTEbUKilqpRSVQopcZqa+sZWKqnrrvb09HNFqtXR0aNBoNOj0Ogx6wzki//ZH3kDt6HKlf2w2QwjowcnOnTtZtGgRUqkUvb7vC0tCQNuAkSSgAZbERHF3YjzvvPsuf/rLi7TW1QKgcHJm9MKlRCxYgtLJ6YraNFQFdBfNtRVU5WdQW5JHbelpmmvKzzlHKlfgGRh2RlQHj8bRzbNXIU5RQd78+obZvPLSi/z973/nvqdeIDnlIBl71zHr5kcZFT/tsuxtbailujATAI+AMNx9g5BIpee0CRD0naggb0b5e7LtSI51bN7ESI6fLqehRTzYD2ZunjeRq2fGAZY+kyfyK9h9/DRpuWWiJcwg5PaFk5gcE4Kvu3OP8dPltaRkFLHxYJadLBMI+s7lFhEbKBRymbUQY6CfG889sQqZrOeCvd5gpLCklp3J2ew7lIPJZECpckAiGboL+0JAD04++ugjPvvsMwB27NjR5/sIAW0DRpqAlgDPrVhIfKA/RwuLefD5F8nesJa2asuKvlytJnzeIkYvXo7a1e2K2DTUBfTZaDvaqC/N7xTUedSW5KHrOLe/qYOLO94hoxk3/zo8L5LHbDabOZ2ykUMbvuRf//oXv/rVr5izcCnJe3ay9OHn8AwM67Vtmfs3knd4J631VUikMkxGI97BkUy55j7c/YL78nYFvSDM34MX71+BzmBk59Fc1h44JSoLD1LUSjlTxoYyd3wkY0LPtKxradeQfLKQH/am06bR2dFCwfkI9nFjUpQl1Ht0kDcAh7NL+Od3e6znjAnxIa+sDmM/+ocKBFeCwSKgz0ap+P/svXd4XFl9//+60/uMNKPebVly732btze2sZQAAb6whFBCKD8CCSUkEEIIIZTQEiCwwAZYWJbtfW3vrsu6V9myeq8z0vQ+9/fHHY1mLMlVtiT7vJ5nnnvvOeeee8fWzNz3+TQ11eVO5lcVML+6gPlVBdgsivfiH589wHNbj8/wHU4PQkDPHMPDw7jdbtRqNYWFhZfk318I6GngahPQAEVWC995690YtBp+8sYeXmhopGf/HhqffRJfdycAKq2W6utuZMHtd2PKn95yTaejmagtryhkWSYw1I+7vRlPRzPujma8vV3I6Ye4W//u6zjKJhfQyXiMk688TeMrT1N/09185Z/+ifUldh64/36GPSOseuizGOx553QfPUf3s+sX38dgc7D0zgfRW+2M9nRw8pWnMJpt3PpX/4jRcnkWTa42KovyeN9tazMxnLF4glcONPHUrgZ8QSGkZyvF+VauXz6Pa5fPI99qwh+K8onv/yljiVZJEinxMzzrsJsNrKwtY9gbzJScK8qz8O2P3Uc4GudwSy8HTnVzuKVXLIYIBBdJocPCgvICWnuH6fNcGVUo4pEQj/7Lh4WAvky0t7fzrW99iyeffHJCbHNtbS333nsvn/rUpygvnx5DjxDQ08DVKKAB7lpSz7vXrOBnu/ayrakNUIRe/5GDND7zBCNtLQBIajWVm66l7s57sBQWX5J7udIF9GQkohFGutvxdLSw4IY7UKnVk447+syjNG1/gfob72LJnQ8CYA0M8dT3vkFh9Tzq3/5h1Lqpk8CNuWWHRoZ5/X/+g6jfx6b/9wkKahdlxnTu38mbv/kxq257J4uve8v0vlFBDkuqi3jw+hXUVSiZhaPxBC/tO8UTbxwVJctmMZIksWxeCQ6zgdeOtGba/+3Dd9Mz5GX7kVaOtvbNbNkdwRlZWlPMR+7dnJOBPZlKcapriAOnunnzRAceEV4hEAgQAvpy8vDDD/ORj3yEaDQKMGkooSzLmEwmvv/97/PBD37woq85O2oQCeYkzx1vZHdbJ57Q+AODJEmUrFhN8fJVDJ08TuMzTzLc2EDHG9vp2PEa5es2Un/XvdjKKmbwzq8MNHoDBfMXUjB/4ZRjWna8QuuOV1n5wF8yb9ONmfajDScYHh4ib+naTCmyQpsFdyA00TVRlkGSGGo+ia+/h5oNN1BQu4hUUhFrKrUGR1kVGq2O3lNHWHzdW5BTKZGU7BJxvH2A4+0vsrSmmLfdsILaMhfXLqvhT68dmelbE5wBWZY50pKb22BeqZPyAgflBQ42LK7C4w/xxpFWXjvSSv8VYoW5kjjW1s8nvvcn5pU6WV1XzuoF5VQUOlhUVcSiqiIGRwN4/N0A6LVqYomUWBARCASCS8gf/vAHPvjBD2aMPfPmzeOWW27BZDLx3e9+F1mW+chHPsJTTz1Fb28vH/rQh5BlmYceeuiirisEtOCCkSFHPGcjSRKFi5ZSuGgp7pYmGp95goGjh+jes4vuPbsoWbmGurvuJb9m/uW96auMY8/+kXg0TDwcwt3ejK2oFK3RRCwYQAac1bVIKhVmvY5/fOvNjIYifOe513H7s7I+p1fy+k4cBqBk8cp0syojkiW1GrOjAFlOEY9G0OpnJhv71cSxtn6OtfWzYn4peq2GWDpJiwTcsX4hrx1pFa6ls5zWXjdf+OkzXL9iPtcsrSbfauLea5Zy7zVLaewa5NGth2nsGpzp2xRkIQMtvW5aet38YdthChwWVi8oY8X8Uo619WXG3b1pMTevruNQcw8Hm7o52tpPNC48RAQCgWC68Hq9fPjDH0aWZZxOJz/5yU948EHF07KhoYHvfve7APzoRz/ie9/7Hh/5yEf45S9/yd/+7d9yxx13UFZWdsHXFgJaMC2sKCvm/etX842XtjMUyPWnds5fwOa//SyjnR2cevYJeg7spe/QfvoO7SdvXi01N9xE+dqNZ3QjFpw/ciqFtbCYeCTMkad+l2k3WG2QzmwZGnET8XtZUDwfk15Lod3Ct959F7/Yto/XG9sBZTFETqUY6WpDb7ZiL60k3ZGZU6XWoDxaQjwSFAL6MnL4NKvm+kVVvOfWNbz1+uVsP9zC83tOMuy9CmMc5gidg6P85qX9/O7Vg6yqLeP6FfNZMb+E+orC7I8YNpOeaDwh6hTPMoZGA7ywt5EX9jbmtC+uKsZuNnDDivncsGI+8USSxq5BjrT0caS1l+4h7wzdsUAgEFwZ/M///A8+nw+dTsfzzz/PmjVrphyr1Wr56U9/yv79+zly5Ag/+MEP+MY3vnHB1xYx0NPA1RoDnc2/3nMbC4sKaBwY4ktPv0TyDH9W/r5eTj33FF17diInlYdBrclM5ebrqLn+Jqwlped9/asxBvpciPhGifi8hEbdBIYHCHqG8PZ04ulsJZVMIsspNDo913/071m4bAWfuutaFhQr2WffbO7kZ1v34g1FiAb9PPXlvyGvvJobP/nltGAexz/Qy6vf/SquylquedtH0RkvbxkzwThLqot5zy2rqSxSEsOlUin2nOzi2TdP0NrrnuG7E5wLDouRdQsreHnfKca+Sd9/+zquXzGPQ0097G7o4HBLb8brQDD7UKsk6ioKWb2gjNV15RTljdez9YeifOy7j2Xcu9UqlcjqLRBcYYgY6EvPzTffzNatW3nooYf46U9/mtPX0NDAsmXLkGWZVNb3649+9CM+8YlPsHLlSvbv33/B1xYWaMG08J2tO/jPB+6ivqiAd61dwW/2HppyrLWklDUf/GuWPPhOOna8RvtrrxJyD9Py8vO0vPw8rvpF1NxwM6WrxuNzBReGwebAYHPgKB/P0D3Y1MDuX/0Qg9VO1dprUKk1mPNdDPmD/OMfXuS+NUt424albKitZGFJAT/fto8X39iFLKfQW22o1JoJ9Z5DXg+xSBCTLV+I5xnmeHs/X/jZsyybV8JdGxaxbF4JGxdXsXFxFSc7B/n277eKZGOznNFAmJf2ncppqyrKQ6/VsGFxFRsWVxGJxTlwqoc3T3RwpKWXuKgvPatIpmROdAxwomOAR14+QHG+leXzSlk+v4TRQDgnNvpbH72HEX8oY51u7/MgLBsCgUBwZhoaGgB4y1vOPXntqlWrAGhra7uoawt1IpgWhgJBfvj6bj53y/W8dcUSjvUOcKin74znGOwO6u+6l7o73sLA8aO0bX+F/iMHGW48wXDjCfRWG1XX3kD1dTdiLig841yCqZFlGWQZWU6hUmuIR8IkohGK1mym/qa7x8egPPT9ae8x9rd18/HbNlHpdLCprpInn30OIONhIadSSOms36lkkpGudgDshZPHk7Qd2kHvqcPYC8syL0te4ZSZwwUXz9HWPo629lFZ6ODODYvYtKQKlUrKEc8SiAf1OcJXf/Ui1cX5bFxcxYZFlRQ4LGxeWs3mpdV0DozwhZ89O9O3KDgD/R4//Z5GXtyX6+pdkm+l0GGh0GGhvqKQt29ZgTcYoaG9n+Pt/Rxt7cPtC00xq0AgEFy9jIyMAFBZWXnO55hMynNsOHxxFROEgBZMG7vbu3iu4RR3Lq7jk1s285nHn2VkiiRj2UgqFcXLVlC8bAUhj5uO17fR/vpWIt5RTj33FKeef5qiJcuovuFmipetFKLrPJEkSYlXlhWL8UhXG8l4DIM9b0K2bP9AL6M9nfhKK/j74VHuW7eEl481o9Jq0RqMqLLGppJJVGo1Ye8Ig6eOY7Y7yS+ZvBb1QGsD7Ud25rSp1BpsrhJFUBeUYS9StlZn0QQXccGF0zk4yn8/tYtHtx3CYtRn2s0GHf/y0J28cbSNl/afErWk5wDt/R7a+z387tWDzC91smFRFRsWV3K0dXyxUq2SeO9taznQ1MPxtn7hGjzL6fP4+eR//Znl80tYPq+EpTUl2M0GNi2pZtOSap7dfYL/e+UAoLh6G/UaAmGRHFAgEAi0Wi2xWIxE4ty96sYsz4WFF2eYE0+pgmnll2/uZ2GRixpnPp/aspl/fu5VUucRZm/Kd7Lovgepv/s++o8cpG37qww2HGXg2BEGjh3B4Mij+robqb5uC8a8/Ev4Tq48xlyu522+EVOek4J59eNZtNN9PUf3cfSZP1CxcgNr/+JDPL73OLIsk1dejcVVhLflBH+xspYnGzoIxeIA9DUcZODUMRasv5n80ppJrz1v9XVYnUV4h3rxDvbgHeolGY8yOtDF6EBX7n2q1NhcxYqoLizDVliGo7AMq7MYtUZ7qf55rnhG/GFGsmrUXrushgKHhQeuW8bdmxaz42gbz715gl63bwbvUnCujGWC/u0rB9BpxxcVF1cXc8uaOm5ZU0cgHGVfYxe7GzpoaB84r+9iweXD7Quy9WAzWw82o1ZJ1Ja5WFJdzJKaYo60jicJXFhZyOfffRMd/R6OtSkW6sauIeIiFl4gEFyFFBcX09LSQnd3N+vWrTunc37+858jyzKbNm26qGsLAS2YVuLJFP/xyhv8xwN3MhKKoFGpiCXP/8ddpdFQunodpavXERgcoP31rXS8sZ3I6Agnn/oTjc/8meLlq6i54WYKFy8FRM3hc8XkcObUhM7GXlqJa149jvJqNOlM2pIkodbqWLLpenb84Vf86jvf4AMf/ghbWwfYd+QoJ196ErVWR+3aG9Ho9JPOW1i9kMLq8XrVcipF0OtWxPRgd0ZUewd7SMQi6fYeOD4+h6RSYc0vUkR1Wlw7CsuwuUpQa0UG9/PlpX2nGPGHuWvjImrLXNy4qpYbV9VysKmHZ988wYmOgZm+RcE5IENOZm63N8iL+xpZv7ASh8XIlpW1bFlZiy8YYW9jF8/uPsHAiKgxPVtJpmQau4Zo7BriT68fzemrKspDJUnUlDipKXFyz+YlxBJJmrqHON7Wz+tHW3MWyQQCgeBKZsmSJbS0tLBnzx4eeOCBM45NJpN85Stf4dlnlXCnj3zkIxd1bZGFexoQWbgnUmS1MOAPTOucyXicvoP7aNv+CsOnTmbaTa4C5m+8ieoN12Ow2qf1moJcerc/zf7nn8BiNmOz2Whra0NjMLLx/Z+gsnzZRc8vyzIhrwfvUE+WuO7FO9RDPDJ5HKAkSVjyC7EXKNZqe0EZjqIybK7SKQW9IJcF5QXcvXERq+vKUUkSiWSKT/7X43iFW/ecRZIkFlYWsmFRJesXVmIzKwtiX/jpM3QOjgJgMugIR+OIx4C5g8NiYHFVMUtrFAu10zaetPEffvoMXen/2xKnDVmW6feIxRKBYCYQWbgvPd/73vf4zGc+Q01NDc3NzTl92Vm43/a2t7Fr1y56enqQJIkPfvCDE7J2ny9CQE8DQkCfHb1GTXQa3cx8fT20b3+Vzl2vEw8pwkpSqylfvo7519yMa/7CnCzRgukhlUgQ6OukMDyMLhpk0aJF3HbPffzpaDtNJy+dxVKWZcL+0bSlugfvQHdGZMfCU9QwkyQsDldGVGcSmBWUotUbL9m9zmWK8qzcsX4hkgS/fH5vpn3DokqOtPYRjsZn8O4EF4pKklhUVcSS6mIe3XYo0/6RezezpLqIPSc72d3QSXP3kEgqN8coybeypKaY+aUu/uepXZn/v4/eu5lrltUw7A3S0N6fcfkWi2ICweVBCOhLT09PDzU1NSQSCZ555hnuvPPOTF+2gAZlUVmlUvGpT32Kb37zmzk5fS4EIaCnASGgp8ai1/E3129ErVLxry9sm/aHs0Q0Ss++N2nf+gqejpZMu7WwlPnX3ET1hhvQGoRYuhQsKivkY7dupMhuZcgX5O9+9CSJy1xKR5ZlIkFfxuV7XFz3Eg1OHctrsjszgjqvuApn+TxszuKchGoChfICO//24bcQjsbZdqiZl/c3CRfgKwAJ+M7f3I/LPm7BdPuC7DnRyf5T3ZzqGhIx03OYj99/DWvrK9BqcpNudg2OcrS1L5OYTCAQXBqEgL48bN++nWAwSGVlJUuXLs20Nzc3c8cdd2A0GikuLmbTpk28733vo7a2dlquKwT0NCAE9NRU5jn45n23o9do+MPBY/x2/+FLch1NEEa622nd+Sod+3aQjEUB0BpMzNt8I7XX34bJ4bwk176a0Ws1vPfaVbzZ0kVjQz8we0ojKcJacf/2pQX26GA3kYB30vEavQFLXiFGix1D+mW02jFYHBgtdoxWBwaLHZ3RfFV5N9RXFPKBO9dRXuDItB1v72frwWb2NXZd9kUTwfShVqlYNq+YDYuqWFtfgVE/nqTveHs/33jklRm8O8HFotOoqasoYEm14vJdVZyPSpJo7/fwpZ8/lxn3lk2LGfGHOdk5iNs3hUePQCA4L4SAvrIRAnoaEAL6zGypreFvt2wG4Ltbd/BaS/u0X0OT9Zsfj4To3LeTptdewD+olHeRVGoqVm+kfstdOMonL7UkuDh06ZD3W9bUsXFxFQ+/sDcTjzebiIYCeId68Q32MDrYhaenHU9fO8n4uZWGUanVGVFtsNoxmLOEdo7gtqPRGS7xu7l8LJ9fyq1r6lhRW4oqvYDgD0X4xv+9SufAyAzfneBi0apVLJtfyrr6ClbWlvLivlM8nk5iZdBp+PTbb+BISy8Hm3pEpvY5isWoZ3FVEZIEb57oBECrUfPTz74dTbo85LA3SGPXoJLIrHOQ3mHvrFgQFQjmGkJAX9kIAT0NCAF9dv5y3UreukLJGPqPz77MqcHhaZ1fM8miuZxK0XfiMKdefYahlvGkY4V1S6jbchfFi5ZfVZbES40uoNSg/c7H7yffZiKZSvHyvlM89toRQrM8djaVTOIb7iPk8xDxjxIO+pRtwEvE7yUcGCUS8E4dbz0FGp0hLartGC2OSQW30WJHb7aj1syNoghOm4kbVsznhpXz0arV/O1/PZ6xQpe6bAyNBIgLq/ScRpIkdBpVJrv32voKPvW26zP9Ax4/B5t7ONjUw8nOQVFreg5jNui495ol1FcUUl2cj0adG8ay42gbP35yZ+ZYrZJIpsRjo0BwNoSAnlmi0ShqtRrNJXq2EgJ6GhAC+uxIwOduuZ4N1RWMhsN8/okXGApMn6vYZAI6G09nK6e2Pkv34T3I6Yc9W3EZdVvuonLtZlFfeBoYs0A7bSbefctqNixSLP3eQJjfbT3EG0da57wlI5mIEwl408I6S2AHs4R2enuuFu0x9CZLjmXbaHFgsNhyLdtWO3qjZVbEaqskiaJ8K31pa6QEfPtj92Iy6HjjaBtbDzbTMzy5u7xgbuGwGFhbX8nqBWUsqirKiasNR+P84PE3ONzSe4YZBHMBvVZNbZmL+opC6isKqS138Ydth3l+j7IAXeiw8K9/dTctPcNpK/UgzT3DOWXUBAKBghDQlxe/389PfvITnnzySQ4ePEgonWDY4XCwdu1a7rvvPj7wgQ9gMk2PThMCehoQAvrcMGg0fP2eW6lx5nNqcJi/f/KFaZv7bAJ6jKBnmObXXqB111YSUSUbqd5qp/a6W5l/zc3ozdZpu6erDd1pVcuW1hTz3tvWUuZSSoud6h7if599k+6hK19UybJMIhYh7PcSCZxmyc5YtH2ZrZw69wdQSaXKsmJnWbYt9nT89rhlW6M3XjYvC6fNzJffd2tOUqpTXUNsPdjEmyc6iU1jFn7BzKHXalg2r5iVtWWsrC3DYTHy6R/8mSGv8iW8akEZFQUODjb3zMoQDsG5o1ZJaNTjngjXLqvhI/duzhmTSKZo7/fQ2DXI60fa6B4anYE7FQhmH0JAXz5eeeUV3vWudzE8rHi3nv7cMyZ1CwsL+fWvf82tt9560dcUAnoaEAL63HGaTfz9rdfzkzf20DLsmbZ5z1VAjxEPh2jdtZWm114gPKrch1qro3rD9dTdcAeWguJpu7erGbVKxV0r63n7hmXoNGo+/9vn6RgW8bLZyKkUsVCQiH+UiM+btfUS8SmCW9n3EgueX/ZrtVaXI6qnFNwWG2qt7qLfiyRJLKsp5sZVtayuK0edtpQHIzF+9cI+dhxru+hrCGYPElBRlJcTA/+Zt9/A6rpyQImnPdjUw8HmHk609wvX/jmOBJQV2KmvKKSuooD6isKcBbPv/nE7+xq7ASh12qguzqexaxC3LzRDdywQzBxCQF8etm3bxu233048HkeSJMxmM9dccw0Oh4NHH30UWZa544472L59O5FIBJVKxRNPPMFdd911UdcVAnoaEAJ65jlfAT1GKpmg+9AeGrc+w2h3h9IoSZQtW0Pdlrtw1iwQcdLTQJ7ZyPLKYrafGBdQ84uctA6457xb9+UklUwQ9ftyxXWW6I6OjmZczMc8LM4VncGEwerIZCEfyzqeyUqe7tObbedUP9FhMXD98vlsWTmfwjwrX334RU51DwFgNemJxZNE44kL+ncQzF6uW1bDuoWVLKkpRq8djz2LxBIcaenlv/70uvjMX0E4bWYWVipi+g/bD+MPKRUw3nrdMt56/XIgnZisU3H5Ptk1SO+wSEInuPIRAvrSE4lEmD9/Pn19fRgMBr72ta/x8Y9/HIPBkFMHOpVK4Xa7ee9738sLL7yA3W6ntbUVh8NxwdcWAnoaEAL6wql15VNit/H6RWbmvlABPYYsyww1n6Bx6zP0N4yX2sqvmk/djXdRtmwtKrX6DDMIzoeyfBvfevfdtA95+Pm2vbQMTJ83wtVMtht9IhYhHPApLuRjruR+b1pgj7mSK+2p5Hm4kEsSerPttFjtccGdEd1WBzqDCZUkUV9ZyMnOwcwc77t9Ldctm8eOY0qsdIfI4n3FodOoWVxdxKoF5ayqLSPfZuJExwBf/83LmTFbVs6nvX+E9n7x+b/SuHFVLVtWzqe6OD/jiTKGPxThy//7PMNeUTJLcOUiBPSl58c//jF/8zd/gyRJPP3009xxxx2ZvtMFNCiCe8mSJbS1tfHVr36VL33pSxd87bmR9lVwRVKZZ+drb7kVtUqFOxiioX/w7CddIiRJonDBYgoXLMbX38Opbc/RsfcNPB0t7P7lf2F2FrDg+juo2XgDGv2VU5popijNsxFLJKgtdvH1d97B1uMt/N+OQ/gj0Zm+tSsGjc6ANd+ANb/wjONkWSYWCWUlRUtvA17C/tGcpGmRkB9Zlomk++k/8z2o1JqMuM62bL+p6iXYVUtRUREP3bSQsKxl18kedjd0EIkJq/SVQCyR5FBzL4eae/kFUFmUhy4r+ZjFqOeDd21AJUl4/CEONfdwqKmHY239Il7+CmDrwWa2HmxGr9WwoHwsMVkBtWUu5Tc/y637fbevpSTflimf1dIzLP4GBALBWXn66aeRZZm3ve1tOeJ5KgwGAx/72Mf43Oc+x7PPPntRAlpYoKcBYYG+cD5z4zVcO78afyTKF556kR7vhbl2XawFejIifi/Nr79Ey46XiQUV057WaGLeppuove5WTHnO6b/oVYTdZOAvr13FDYvmARCIRHl873FeOHJKPDxdIKcncptuUskk0ZD/tCzkkwvueOT84h6tViuFhUWodAb8MdAZzegMpsxWazRPaNMZTGgN5jlTAkwwTqHDwrtuXsWyeSUYdONVEGLxBI1dQ7ywt5FDzT0zeIeCS4FapaIoz5JTS/zbH7uXorzxBJ6JZJL2/hFaeodp7h5mV0PHTNyqQHBRCAv0pae8vJze3l5+97vf8Y53vCOnbzILNMDrr7/Oli1byM/PZ2ho6IKvLQT0NDDXBbQsy7z5o+9ir6ikZOVa7BWVly3uV6dW89W7b6Gu0IU7GOJLT7/EgP/8VcClENBjJGJROva8zqntzxMYUkxukkpF2fJ11N1wB/nVtSJO+iKoLy3goS1rqS7IB6BzeJS/e+QZESd5AVxqAX0+JOKxjKV6SqGddi1PJi6uTrhaq0dnNKEzjAtsrcGEPr3N9KW32iwhrtUZZkVZsKsVjVrFoqoiVtWWsWpBGQUOCwD/89QuXjvSCihie0VtKcfb+nOEl+DKoLzAkYmjrq8oJN82/hzVMTDCF3/2bOb4plW1ePxhWnuH8YWEx5Jg9iIE9KXHaDQSjUbZu3cva9asyembSkAfPnyY1atXo9VqiUTOL1dMNmLZXoC/v5e+Q/vpO7Sfk089jslZQMmqNZSuWouztu6SPlzGkkm+/sI2vnb3LVTmO/inu27mS0+/hDs4e7J2anR65l97C/M230Rfw0FObX+BoaYGug+9SfehN8mvnM+CG26nfOV6VGrxkTpfGnuH+PvfPs91C2t4+8ZlvHayLUc8S5KEWOebe2i0Oix5BVjyCs44TpZl4tEwEf8oBSYVQ24Pw24PsUgQp0nNkvI8+geHaOvqo7d/EL/PSywSIhYOEo+GAUjGo4TjUcK+C4illiR0emNGdCvW7VwhPm75zuo3jlm/tWIB7SJIJFMcbe3jaGsfv3pxH2UuO0uqiznS2pcZs7qunL+8VXk4GvGHaGgf4Hh7P8fb+0WG5yuA7qFRuodGeXl/EwAFdjO1ZS7mlToZDYQz49QqFX9529pMKMDgaICWnmFae90097rp6PcI7yWB4CriXBKank5Pj+LZ5HRenBepsEBPA3PdAh0Ph+g7uJ/eg/sYbDhKMhbL9OksVkpWrKZk1RoKFy1Frbv4UjeTkWc08LW33Eqp3Uav18cXn3oR73nEw15KC/RkjPZ00LT9BTr37ySVVGI2jfY85l97K/M23yjqSV8gGrUKCTLlbtbUlPHua1by6O4jvNncNbM3NweYTRbo6eDGVbW866ZVmAzj3zt9bh+7jrez63g7PcOKq3gsEiIeCRILBzPiWtmGiEWCxNPbWGYbJB4JXbTlG5Q472zXcm3atTzX3dyM9jQruM5oQqs3ieSE58C6hRXcvHoBdeUF6LS5i5QDHj//8eg2+oRl+orHYtTx7ptXM7/URVmBfUL/npOdfP+x1zPHpS4bfcM+4c0kmBGEBfrSU11dTWdnJ08++SRvectbcvqmskC///3v59e//jX33nsvf/7zny/42kJATwNzXUBnk4hGGWw4St/B/fQdOUg8OP5ErtbrKVqynNJVaylathKd2XyGmc4fp9nE199yK61uD//56g4SqXOvGXq5BfQYEb+X1h2v0rzjZaJ+L6DU3q1aew0LbrgDW3HZzNzYFcI/vvVmllYoNblbB9z8dtdhDnf0neWsq5crTUADaNUqVtSWsWlJFatqy3IE1Gd//CT9nvOrjZ1NMh5ThHaO6A6mxXiu6FZE+Pi4eCQ4LZ4RGr0hLajH47onWL4zbeYca7hGZ7iqrN9atYra8gKWVBezpLqIeaVOUimZv/72HzKWx9vX1eO0mTne3k9j16BISneFYtRrmVeSz/xSxVJdW+bi+T0neXpXAwAuu5nv/s39hKNxWnvdtPS6aekdpqXXnWPVFgguFUJAX3ruvPNOXnjhBb7yla/wla98JadvMgH9s5/9jL/+679GlmUee+wxHnjggQu+thDQ08CVJKCzSSWTuJsa6Tu0j96D+wl73Jk+Sa3GVbeI0lVrKFm5BmNe/rRcM99kZDQcIXWef5YzJaDHSCbidB3YTdNrz4/XkwaK6pex4IY7KF64TMRZXgBGnZa3rF7IW1YtwphONHSiZ5Df7jzEyd4LT/5wpXIlCuhsjDoNq+sq2LSkCofFyJd+/lym775rlhKMRHnzRGemFu2lRE6lSMQiE8S3Iq7H9qcS4kESsYu/R0mlOs3ynRXnPcEKflpCtisg+ZpRp6G8wEFTz3Cm7V8eupPqYuX3KJFM0drrzrh7N/cMk0ie+8KsYG6hVkkkU8qzw5LqIj799i0YdBP/xt2+IH/cdpjXj7Zd7lsUXEUIAX3p+bd/+ze++MUvsnTpUg4fPpzTly2gP/vZz/Laa6+xZ88eJEnirrvu4qmnnrqoawsBPQ2MCejbf/nfaE3Gmb6dS4Isy/jaOujfs4/+vQfwd3Xn9Dtq51G8bg3F69dgKSudtuveU7uQl9qaiSTPbEUw9s4OcSrLMsOtjTRtf56eo/sh/fGyFpaw4PrbqVp3rSiDdQFYjXruX7OY21fUoUs/9D978CS/fG3/DN+ZYKZQSVJmoU2vUfPTD78Ng1ZDMpXiaGc/O061s6eli/AstUCmkgni4bBi8Q4HiYVCxMNpgR1Kb8NZ21DWcSiInLr4WE+1Vqe4lpvSLuZGZavWalFpdOmtBrVGO96m0aBKH6u1WlTqsb6s7Wn7Ko3msi0gblpQyfLKEpaUF1HsyA2l6Rv18cmHL+6hSXBuzIbFPJUkUVZgZ36pk/mlLuaXOikvsKNSqfj+Y6+z52QnAIurinjvbWszFuqWnmG6h7znvZAvEGQjBPSlp6mpiYULFyLLMm+88QabN2/O9GULaCDjrfXWt76Vhx9+GJPp4gyeQkBPA1eDgD6dQF8/A3sP0L93PyOnmjNCEcBcWkLx+jUUr1uDY37NBT84fXD5ah6oX8KRwX7++fVXiZ3hgXG2COhsAsODNL/+Im27t5GIKpn+RBmsiyPPbOTB9Uu5aUkt337mNfa3iTI3AjBoNdy8tJZr6qupLRr/XMUSSQ629/DCkVMc6xqYwTucXmRZJhmPEQ8plu14OGsbGtsqYjseyRbkIeKh4HmXGJsOVGoNKu2YoE4L8LS4Pqtg12aJ8nMR7OnxhXl2llaXsXJeJavmVXCse5AfvLgTAAn4zvvuodvt5WhXP8e6++nxiDjq6WI2COjJ0Gs11JTk0zU4SjCi5Hu5d/MS3nHjypxx0XiCjoER2vs8vLiv8aJCRQRXJ0JAXx5+85vf4PP5WLZsGdddd12mvaGhgeXLl2M0GikuLmbTpk184AMf4MYbb5yW6woBPQ1cjQI6m8joKAP7DtK/dz/DR44jJ8eFrj4vj+J1qyhevxbn4oWozsNlcEGek3+54RZMWh37+3r4l53bpoyLno0Ceox4JET7m6/T9PoLBIcHAVEG62JxWk24/eMi4O5VC6kuyOMPu48y6JulT26Cy0Kxw8o1dVVcU19Neb6SaOj/dhziz/uOA0omX5Azrp5XI3IqRTwSHhfeWUI8HlaSqyXjcVKJOMlEnFQ8ntWWIJmIZdpSiQTJzH6MZCKR6WOWPV6oNBpUag1qrQ6dXk9xvgODwYBer8dgMKDWaonLEqFEikA8RVKSLlrEz5QlfqaZrQJ6MqwmPQvKC9KWaifzSpw5iQu/+LNn6RhQMvyvrS9nSXUJbf1u2vtH6Bkavaq/SwRTIwT0lY0Q0NPA1S6gs4mHwgwdOkz/nv0MHjxMIjxeY01jMlG0eiVF61dTtHrlOWX0Xuws4J+vvwWDRsPO7k7+ffdrJCf5k53NAnoMOZXKKYM1xlgZrNKlq4V79wWgVav58UP3YzMaSCRTvHK8mT/tOcZIUCSKudqpcjm4pr6al440MeRXEiVcU1/NB65fw+7mTnac6qCxd0i4al4CZFlGTibTwjqeJbKzxHmWSD9/wT7Wlpg4f9Ycs07EqzVpq7suS4BP7SavjNfmiPix8arsfW16TJa4Hx83cbykVl/Shdu5JKBPRwKK861UlzipKc7n91sPkUwv3n/o7g1sWVmbGRtLJOkaHKGtz0N7v4fdDR0icZ0AEAL6SkcI6GlACOjJScbjuI810L/3AAN7DxD1ejN9WrOZ8huuofKWG7GWnzlT9YrCYv7x2pvQqdXs7uniW7tfn+DOPRcEdDaTlcECMNjzsLiKsBYUYXEVYykoxlpQjNlViEann8E7nj5SyeS0l+6ZX5TPOzetYGWVEn+fSCZ57WQbT+4/Qe+IcMsUjPOJ2zdz3cKazLEvHOFgey/7W3s43Nk7a2OmBeePLMvIqeQ5CXZSSQrNBoqsJgrMOnY3ttE77CGVSOAy6VlZUYjH62do1Ivb62PE5ycYCpFMC/rM/MksMT9LRTwAkqSIaXW2G/2ZRXdGyE8h3LPn0SfSYj77PLWyzbSNLQ6o545lfmlNMctqSqguyae6OB+zIdcQ8Ff/8SjhqFIe79plNeRZTXQOjNA1OILHLxZ1ryaEgL6yEQJ6GhAC+uzIqRQjTS3079lH3649hIfHM3rnL6qn8pYbKdmwdkqr9NriMv5h8w2MRMJ89pXnGI1GcvrHBHSxw0o0npgz1seI30vrzldp3bWV8KjnjGONjnxFULuKsGQJbIurELX20tTnnm5SiQRHnvodza+/hLWohGse+gwWV+G0zb+otJB3blrO4vKiTNv/btvL84dPTds1BHMblSSxtKKIa+qrWTevHIthfGEqlkjyVz99jHDs4utDC64c7lm9iPdcuwrVaRbbQCRKY98wv915iM7h0UnPnSDiz8nCHsvsK+eMu8WnkomsxYBEltU9tz2VnNg2HYnnLhUqtTojsMeFd1psq9MW+rE2da6YzwjxnH0Nao0uc+5U500U+NpzXuCVgMI8C9XFTmpK8nFYjPzkyZ2Z/i+852YWVxdnjgPhKF2Do3QOjNA5OMprh1tEjeorGCGgLz1NTU3U19cD8Otf/5r3vOc9E8b84he/4OGHH6avr4/i4mLe/va387GPfQzVRS7aCQE9DQgBfX7IqRRDh4/S8dJWBg8cQk67RmmtFipuuJbKm7dMmsl7sauQ0UiY3sDEZB7GXhUFNjOfvvNaVCoV2xtaee5w4yV/L9NJLBjAP9RPYLifwNAAgeEB5Xion3j4DEl/JAlTWlxbXMWK9bqgGIurCLOrELVGe/nexCTIsowkScipFM2vv8ihPz8CgM5k4eZP//M5C+hkIn7O72VBsYv71y5mTU0Z/99vnqEnbYU2aDVE4wnx0CIAFDFdX1rA2poy1swrJxCJ8aVHX8j0/9VN6wlEouxr7aF5wD0tdZ8FcxOjTktdiYuFJQXUlxawoNiFPl2T/JMPP0nfqPK7tKG2ggXFLhp7hzjZN4Q/fOlLqp0rcio1qejOiPhM37hVferxk7SNLRIkE8jRrHHZYj7dn0rM3kUqSZLGhXlakKvU6oyYz4jyMXd89Wn96bb55YUUOR248my48mwY0/H2Op2OhCzx8IsH0nNpuHZ5LTq9Hrc/wqA3jC+SSIt6zfh9zCFLvUAI6MvBj370Iz7xiU9QWFhId3c36tMWv7785S/z9a9/HVA+12O/4W9729t49NFHL+raQkBPA0JAXzhhj4euV1+j85VtRNzjFtj8xQupuuVGijesRa09u2gas0AvKHZS7LDxrs0rONrZz49f3n3J7v1yIcsysWCAwFD/pAI7ETmDtV2SMOW5skT1uMA2OwtQqS9fHdhT256j8dWnKapbhn+oj1QywQ0f+wI6k/ms58qpFC07Xubgn36NwebAaM/DWlCMvaQCa1Ep9pKKSYV4vsWIJzD+7/M3t22muiCPpw408EZjRyauTSAApa7wmAu3Uafl5x9+Gxq18t3iDUU40N6TdvXuIxoXrt5XM2qVRHVBHrVFLl44Mu7h8qk7r2VzXVXmuHfEx8neQUVQ9w5lhPaVztlioGVZJpVMKonnklmW9qQi5jOCO3maWD9NjKfS/dn7Y8I9mcwW8ZPNM74vz5HfAsVSr8my1mvGk+ONudHnCHtNjqv++AJAltt9liv9+PixhYOssZn9iW2S6tLG1M9FhIC+9Dz44IM8/vjjfPSjH+WHP/xhTl9XVxe1tbXE43EWLFjAPffcw86dO3nzzTeRZZnHHnuMBx544IKvffmengWCSTDm51P3tvtZ8NZ7GTx0hM6XtjJw4BCehpN4Gk6is1op33ItlbfciKWkeMp5JEAGmvrdNPW76Rge4W9vv4YFxS6a+ocv2/u5FEiShN5iRW+x4qxZkNMnyzLRgE8R1EP9+IcVi/WYwE5EI4Q8Q4Q8Qww0HsudV6XClO9Kx1wXZ8VcF2HKL5iWOGU5lUJSqWh7czsnXnqCBTfcQdGCJbzxs//EVbPgnBLJjb3PsG8UAHtxOZIkMdLVTv/Jo8RCAayFJWz5my9isNpzzssWz3qthlXVpViNej5+22beuWkFzxw8ycvHmoUYEgDkxD8nkil++NIu1taUsbK6FLvJwI2L53Pj4vnEE0me2N/Ao7uPzODdCmaSZEqmZcBDy0Bu6M2OU+0EozEWlhZQ4XRQmmejNM/GTUtqSSRTfOAnjxJNKK7ULquZ0VCYRHJuiLfpRJKktJu1hpn1kVJIpVJZojxLpCeTpJJjAjxtbU8mMqI/NZYoL6ctkRHm2f2pREIR9WP76QWDVDKOUatGTiltyUScaDRKNBolkcj9bUolk6SSSWD2eDYASkx9trVcc7qgT1vps4T8RIu+OkfI12+6Da1eGKUEU3PqlLJ4mV3/eYxHHnmERCKB3W5n586dOJ1OUqkUN910E6+99hq/+tWvhIAWzH0klUrJ0L16JeFhN52vbqfr1e1EPCO0PvUcrU89h3PpYqpu2ULx+rUTymHJjItolSTROTyKQathcVnhnBfQZ0KSJAxWOwarHde8upw+WZaJ+r1pN/Bsga2I62QsSnB4kODwIAMnj+bOq1JjdhakY61zBbY533VObmRj4rn3+EGOPPlbSpesZtGt99F77ACxUACzsxCV6txEupxMEhjsx+Rwsvj2+7GXVhAeHSEeCRPxjaLR689qyY7GE3zil09w6/IF3L1yIS6rmfdfv4YH1y/lhSNNPHfoJL5Z5G4pmFniySQ7GtvZ0diOWiWxsLSQtfPKWFNTTrHDmpNnId9i5NalC9jX1kPrgFuECFzF7G3pZm9LNwBmvU5x+y4toL60EGQ5I54BPnPXtVS68mgZcNPYp1ioG3uHCEZjM3X7Vy0qlQqVTj8rknWqVSpKXTYqCx2UuewMuEd5ee8JkskEGlL8y0N3EI/FiEajxGIxfP4gPYMeugc9tHYP0Ng1MO5Wn8yy2meL/uRYrHzitAWA3LZsq35mTHqeHAdWWU5fc/pc8+ev3SIEtOCMDAwMADB//vwJfa+88gqyLPPWt74Vp9MJKJ/zhx56iNdff519+/Zd1LWFgBbMOowuJ/XveCsLHryPwYOH6Xx5K4MHj+A+1oD7WAM6m5WKLddTecsWzMVKsqhEjnaSWVpShMtmptHrPq3vakJCY3GQV+Igj4U5PbIsExkdITg4QGCwn8CAsg0O9hMYHCAVj6ct2f0TZ1WrMRcUYikspuq6LZSuXAOAJnjaOJUKT2cLe//vf3DNq2f5fe9CkiQCw8oXntlZeM7xXMlEnNCoG73VhtlZiNZgQltsOu9/kVAszhP7Gnj24EmuX1jDPWsWU5pn48H1S4nGE5lawQJBNsmUzPHuAY53D/Dwawcoy7cxGhxPZLh2XjkPbljGgxuWMRIMc6Cth32t3Rzt6ieWmL2JmwSXlmA0xsH2Xg62907oU6sk8i0mdBo1i8oKWVQ2HoLS7fayt7WL3+48fDlvd1qJWWb6DuYyKVpCo7S0j0J7usllQgXotBp29IxS5XJQWVpERb4drWZ8IXpbQws/ekkJXVOrJD5157V0ukfpHB6lfWiEQW9g2hb4FGt4IpPsbtxKPx4Xf7rlPpVIkB1rP26Nz+ofE+h5emIzv55xwcSFwrrkeNPVfQyG3BKwyWSS3buVz8Gtt96a0zcmtoeGhi7q2uK/VzBrUanVFK9dTfHa1YSHh+l8ZTudr75GdGSEliefoeXJZ3AtW8KaB++nbulGSvMclDts1BW6qC8s4JljJ2nJyvadZzJSYDbhj8bo810dcWhTIUkSxrx8jHn5uOoX5fTJqRTh0RGCA/2KuB4cUIT2QD/BoUFSiTiB/j4C/X0ULV0+5TUifi+7H/4BRnseqx98PzqjspIRSbtim/Od53y/8UiYsHcUc76T4bZT6M1WDFY7tuIzl0Cbcr5kileOt/BqQyvr5pVz+4o6XjralOlfUl6EQavhQHuvSBwlmECPJ7c0Wu+Ij11NHayoLCXPbOTmpbXcvLSWWCLB0a4BfrFtH4O+OVwYVzDtJFMyH/n545Q4rNSXFihW6pICyvLtlDvtdLpHc8b//X1b6HZ7aeofpql/OCc8RXD1EIkneObgycyxWiVR4rApgtqVR/PAuMddaZ6NDbWVbKitHD8/FqfT7aVzeIQ3m7s43Nl3wfeixGOrYRZY7QVXJ1arFY/Hk7FEj7Fnzx5CISX57nXXXZfTZ7Eoq3u6cwwhnAohoAVzAqPLRf07H2TB2+5ncP8hOl7eyjc+8UnWrF6NVqvFZrMhazR0+YKcHBjihRNN7Onozpz/4WvWsbSkCL1ag06j5sWTTfx2v4hfnAwlNtqJKd9JwaIlOX1yKkV4xEMgLa4L6hdPOocsy+z42X+i1um5+TP/nJM9O+IbTcd128+5JnQ8FCSViDPc1sRwWxNqrQ5rQTGVazZRtfZaDDbHBb1XWZbZ09LFnpaunPa/2LSC+tICBrx+nj98iq3HWwiJ0kaCKTjWNcCxrgE0ahWLywpZU1POmnllFNosrKgswR8ZDw1YWFpANJ6gbWhkBu9YMFvoG/XTN+pnW0MrAFajnrpiF4HIuBt3icPK6uoyVlePLxh6AiGa+odp7ndzqKOPjmHx93Q1kkzJdHu8dHu87DjVkdPnC0f5xbZ9VBUo4rrSaceQziZfV+JiyB/MCGin1cRDW9bRMTxK5/AI7UMj9HsDYgFZMKupr69n165dvPjii9x+++2Z9j/84Q+AYm0uK8s1tHg8St6KgoKCi7q2ENCCOYVKraZ4/RrmX7ORB2+/F5vewC1338XrL7+CSqUiFotRuHgZlZuupWTlGiwWCx/YuIaN1RU8su8QpwbdmHRaPn3jNQz6g7xyqmWm39KcQlKpMDldmJwuChcvnXJcMhbF09mKwWrn2NOPYrDZyauYh85oJuwdQWey4CitPOdEZRqDgaV3v538ynmkEglGutroPryHI0/9Hm9fD2ve+cFpK9elkiRO9g5Slm+jyG7l/dev4Z0bl/PayTZePtZMuxA+gilIJFMc6eznSGc/v9i+jwqng2qXI6eu9HuvW82CYhduf4gD7T0c6+rnWPfArCp3JJg5/OEo+9t6ctp84Sg/emkXC4pd1BY5qXQ5yLeYMtZFk16bEdBmvY7NdVW0DXroGB4lnhQhBFcr3lAkp5ynSpIodlipcjmocuVxtHM8RGteQT5r55Wzdl55pi2WSNDp9tI1PMorx5s51Xfl5pMRzE3uvPNOdu/ezU9+8hM2bdrE7bffziuvvMJ///d/I8sy999//4Rzjh1TEuqeLqzPF1HGahoQZaxmjs9vvI7lhcX8yy8f4eHvf4/BhvFkWGqdji9/89/54if+hq89+wpHB8bjHT61ZTPheIL/3rFnJm77iiQ7Bjoa8LHjZ99BTqXwD/WRiEZyVrJVag0WVyElS1ZRf+Pd6C3W875e0D3Eocd/Te/xg6x954eo2XjDdLyNDDqNmuvqq7lz5UIqXY5M+wuHT/HzbXun9VqCqwOVJPHpu65lRVUpBm3u+nX70AhvNnfy2J5jU5wtECjoNWpqCvMVQV3s5OWjzRztUsTQiqoSvnj/TYCSWbrb46N9aIS2IQ+tgx7aBj1ERNUBwWkUWM2srinLuIJXuhw531Hffe4NdqYt3MsqinnPtavo8Xjp8fjo9njp8Xjp9/pJpoSkGCMeCfHnvxdlrC4lw8PD1NfXMzIy0bCh1Wo5efIkNTU1Oe133303zz33HF/60pf46le/esHXFhZowZzmm7tf5+759Xzjrz7ATddfx3f+/AwdO1+je88uiq0W/r8PPcQXv/AFvvODH1C2Zj1l6zZSUL8Yu9GAWiUynV4q9BYb1/7V/0c8EiIa9BP2jhIPhxhqOUnXgV1ojUaS8RiBoX6SifP/f5BlGbOzgIU330Pv8YN0H3qTmo03ZDJ/TwexRJJXjrfwyvEWlpQXccvSWtbPr6ChZzzWxm4yUJ5vp6F7QGReFpyVlCzz7WdeR6tWsaS8mBVVJSytKKLKlUd1QR69I7mx1Q+uX8qpvmEa+4ZEMjJBhmgiycl0XenTiSeSHGjvYV5hPg6TkUqXg0qXg+sXKQ+RP3xxF9tPKO7iTquJ8nw7bYMeUYHgKmfIH8ypZy5JEkV2iyKonY6caiaVLgfzCvOZV5ifM0cimaLf6+dnr+6hoWcQUMpHyrIsvr8ElwSXy8Wjjz7KW9/6VgKB8TwjkiTx/e9/f4J4Hh0dZWRkhLVr13LPPfdc1LWFgBbMeZ5paeRk2yDvWrOCZQsXYi4oZNG9D/I361fS3NXNj/73F8RDITre2E7769u44557MNx6LS8eOoYsy0iSNNNv4YpEZ7agM1swOwtz2jr37aB0yWrqb74HlVqFweo4/8llGSQJGRm1Vgfp/8PJxPO2H/4rGp0ei7MQs6sIi6sQs7MQs7PgnN2+xzIwWwy6nFrBNy2Zz7s2r6R/1M/Whha2NbTmlDcSCCYjnkxxqKOXQx1KdmabUc+S8qKczN6leTbeuWmFMj6R5FT/cMbdu7nfTTJ19dUOFpydhp7BjHjJMxupLshjXmE+NQX5VBfm0T40Xrd63bxyPrhlHQBuf4j2IQ+tQx7aBhWLtdsfmpH3IJh5ZFmmf9RP/6ifN5tzc4TsaGynf9RPudNOeZ6dsnwbZfl2jDot5fn2HA+HLYvm8YEtaxn2BTOWaiVm20ePxytyiwgumptvvpkTJ07wm9/8hra2NlwuF29729tYsWLFhLEOh4OdO3dOy3WFgBZcEXSOePnmy6+hSgspq0FPaVEh+7t6ueXr38bT3Ejn7p2kejp523330dvezq//6Yu09g9Qtm4jFes3YysrP8tVBOfLmNu2nEqiUmsIDA2QSiWxFZdjcRXmjI0FA0SDfvQWW05N59OtyrIsk0omUKt0hEc9JOMxTI78SRdDkrEYQ00Nk9+cJGG052NxFmSEtcHmQG+xoTdbla3FikZvyMybndgHFJfcUDRGscPKuzav5J0bl3Ooo49XjjdzoK1HuLMJzglfOMqups4J7dsaWlhaUYzLamZJeRFLyot4J0om3odf288rx5ov/80K5gwjwTAjwfCkZbRAsRj2eLyU5NlwWk04rSbWZMXAfvnRF2nsU6zcBVYzGrWK/lG/8La5yhkNRdjf1jMhVt9pUTwautzeTFuh3YJKkii0Wyi0W1hdkxt3+oXfPU/zgFItpTzfjt1koNvjxRuKIBCcK6WlpXzuc5+7rNcUAlpwRZFKC7ZANEZSljFoNUgqFc66RTjrFvGu1ctY6srjkd//nobGUyRjUU49+ySnnn0SW1kF5es3Ub5uI+aCwrNcSXAujAlPSa181SRiyo+i3mLNCN6xbfeRvRz806+o2XADy+/5CzR6pa5f5/6d2ErKySuvzsyp1uqIh0N07ldWEgtqF03qSSCpVFz3kc8THB4g4B4k6B4kMDxIYHiAZCxKeNRNeNTNUMvJCeeOodJo0ZstGUE9JrB1FistO17hh3YHqxfWcsua5WxatoiVVSWsriljwOvnkw8/lfmbFAjOh94RX6aea7HDytLyIpZWFLO0vAibyYAnMG4dXFRayN2rFnKsu59jXQN0e7xTTSsQZHj5WDMvH2tGr9VQ7cqjpjCPmoJ8agrzKMuz52T2vmvVQu5etZBwLK7EVA96aEvHVvd4vGKxUIA7EMIdyPVa+PXrB/jzvuOU5ynl2cryFGt1Wb4Nl9VM3+h4SdGbl9Zy96qFAAQiUb786Iv0nBbWIhDMFoSAFlyRSEDjwBDrKsvZ39lDOB7nLUsXMt+Vz4GuPhrySrjrP39I/+GDdO3ZxcCxw/h6umh4vIuGxx8lf/4CytdtomzdBgw2+0y/nTlBwnz2MXUP3E/tPW9BlmWS2jHBq2yTmhSpRIKkKknKpiGR/nZq3v0Ko53tFC1ZTn7tArRGM7Ggn/4jh/C0NFG4eCn5K5dMcX0NrjXLcLEsp1WWZWJ+H8GhIYJDAwSHBgkODRL1e4n6/cQCfqJ+P8lYlFQiTtg7Qtg7dfbt14HvpfdVKhX5+U7MDjtBlQad1YbeamVeeTmjsoTKZEZntaK3KoJcZ7Gi0kzPV3F2IjfBlcOYK+XLx5qRgHKngwHv+IPnyupS1tdWsL62AoDRYJjj3QMZl+8Br6hBLZiaaDxBY99QxtoMoFapcsIEdBo1sUQCo07LorJCFpWNLzLHEkk+8vM/ZTx08sxGApGYyAAuAJTM8ifCg5zoHcxpN2g1Oe7eoWiMvlEfRTYLFoN+ghgXCGYTIgv3NCCycM88Wu/kiaM+dt0G1lSUEY7H0arVPLL3EHs7uwmfloU0FgzQe2Av3Xt2MdR4QomxBZAkChctoXz9JkpWrc1xLRZMP3IqRTIWQ2MwZNr6jxyke++bDJ86QXhEid8bq1WdV1PL8r94L3rr+WfxPhcS0WhaTPsUYe33EQ34c9vS+zG/n3j4wn7wtSYTOosiqpVt1r7FmhHhY20avX7SeYSAvjqpcNpZXVPG0vJiFpYWoD8tw/dnfv10xiqtVknCWii4IFSSRFm+jeqCfOYV5lFdkE9NQR7RRJK//tmfMuM+f+8WVlaV0O3x0j44QuuQh/bBEdqHPTk5JASCydCqVRTZrXPek0Zk4Z5+fvvb36JWq3n7299+SfIXdXd3841vfIMf/vCHZx0rBPQ0IAT0zDOVgAaocNiJJBIEY7EJCSvWVJTR6/XR5xu35kRGR+je9ybde3Yx0jZeJ1ql0VC0dAUVGzZTvHwVap1u+t+I4IyER0cIDQ8RD4cx2O04Kqtn+pZySCUSiqDOEtVRvx+HlKLapCfk9TI0NMTQ0BADg4N4PB7kC0gGpdbp0VksihXbakVnUbZGveJirjNbc9zNtUaTSJZ3laBRq1hQ5GJpZRFLy4sptFn42P8+nolb/cTtm6kpzOd41wDHuvs53j0wIbZfIDhXJMBmMuTErP77u++iuiBv0vGtA27+/nfPZ44Vy7awVAuuPISAnn6++tWv8k//9E8sXLiQL3zhC7z97W9HP4VB4Xw4deoU3/72t3n44YeJxWKkzuG5TAjoaUAI6JnnTAJ6Kirz7PzbvXeQkmV+8Noudrd3TRgTGBygZ+9uut7cib9vPGGGRm+gZNUaytdvpnDRkmlzwRWcH3Mti/ri4kJuqZ/PpppK9BoNqVSKweFhvvjon2nq7FKs2xnLto+oP5DepgV5wE8qcf4WHEmtVhKjZQtrixW9eTyuW5cd5222Tls5MMHMcrrF+UcfvB+XNdeTpm3Qw7G0y/dUCacEgvMhz2xUsn8XKlbqmsJ8XFYzJ3oG+cofX8qM+85734JeqxmPqR700DbkwRMQ1QwEcxshoKefN954g/e+9710dnYiyzJ2u50HHniAd7/73Vx//fXozsOw1dnZyWOPPcYjjzzCgQMHACUE773vfS+/+MUvznq+ENDTgBDQM8+FCGiH0cBnbrqWpSVFADx/4hS/2nMwJyZnDFmW8fV00b1nF917dhFyj9dE1JotlKxcTdnqdRQsWopae26lkQRXLyatlmvnV3NL/XycZhN/9dvHM8nGNlZX4ItEOTkwNCEBmSzLJCLhnDjtbIEdH/ETDfqIBQJEg4q7eSJ6AdlMJQmt0YTeZEFnsmRKkumz9nUmC3rzWL8VvdmCWqefUwsaVyNmvY5FZYWZpGSVLkemr3XQw9//9rnM8ZqaMnpHfCLzsmBasBr0WAy6TOIonUbNwx99B+pJFuv84Si7mzv56at7Mm1GnZawKHskmCMIAX1piEajfO973+Nb3/qW4sWXfk7SarUsX76cdevWUVdXR15eHvn5+RiNRkZGRvB4PAwODrJ//3727t1LX18fMJ7s9rbbbuNf/uVfWLNmzTndhxDQ04AQ0DPPhQhoUGK6/nLdSu5fvhiAIX+QH7/xJod6+qY8R5ZlPC1NdO/ZRc++N4n6x7NEagwGipevonT1OoqWLs9kkhYIpsJm0OOLRAHFHfK//+J+XBYzo+Ewu9u72NXWyfG+wXPK5j1ZDHQyHlNcygOKoI4G0y7maYGdaQ/4iAUDxEIXnnBKpdZkxLXOnC2wx/at6Ezm9LE1PdaMSi08OGYKu8nAkvIilpYX0Tfq56kDJwBF3PzyI+9Ao1YRiERp6nfT1D9MU98wzQNuglHh9i24eIw6DVWu8ezf1QX5VDjtqFUqtjW0ZDLRq1Uqfv2xd+CPxOhyj9Ll9tLtHqXT7aXbMypiqwWzDiGgLy3BYJBf/vKX/PCHP6SxsTHTfi6ydkw0GwwGHnzwQT75yU+es3DOzCEE9MUjBPTMc6ECeoylJUV87LoNFNuUZFQvnmziJ2/sOctZkEomcTc10ntgL70H9xEZHc/UrNbpKFyynNLVaylevkokIBOcFaNWwwc3rmV9VTlWw3hcjy8SYU9HN9ua2mjoH5zy/OlIIpZKJomFAhkxHQ2O7fuz9pVtdGxcMEAqeeEPsBqDMWPR1uj0qLU61Do9aq0WtU6PRqtLt423a7T6rDalX6PVZ/bVOuVYpdUKq/gF4LKa+cTtm5lflI9ukhCVZw6e5OHX9meOVZIkSrYJpgWtWkVpnp1EKkmPR1mgLnFY+d77753ynBePnOJnW/cCykJkTWE+PR4vURFfLZghhIC+fBw4cIBnnnmG119/nd27dxMMTv0wVFtby3XXXceWLVu47777sF5gElohoKcBIaBnnosV0AB6jZr3rF3JXUvq+cPBo/z+wNHzOl9OpRhpa6XnwB56D+wlNDxeEkRSqylctITS1esoWbkGvVV8mQqmRi1JLC0tYlNNJRuqKrAbFU+Gp4+d5H93K6JFJUmoJIlEVrKLmcrCLcsyyVg0LbD9xELBtMD2ZwR2NDRRfMfDofGM95cQdbYAT+9rdPrTjnW5wl2rz2rToU4L9olt2sxcV6IlXa2SqHTlUVfsYkGxiwUlTkocNn65fR/PHlJW/UscVr75rjtpHnCPW6r7h3MSSwkEF4teq6E8306F006F06Fs8x04rSZ+t/Mwf9p7DIAiu4X/+n/3kZJlBr2BjMW6yz1Kl8dL74iPRPL8kzcKBOeDENAzQyqVorW1NZOwNRwO43Q6KSgooKysDJfLNS3XEQJ6GhACeuaZDgE9Rm2Bk3b3SEaYlNisBGOxjJvtuSDLMt6uTnoP7KH3wL6cBGRIEq66hZSuXkfpqrUY8/Kn7d4FVx4qSWJxcSGbayrZ2tRK05AbULwmPn/r9ezr7GFXWyeHuvtI+eaWtUVOpdJiWxHd0VCAZCxKMhYjGY+RiMeU43jstLZYui2qHOe0xUjEo8gzUINWUqmyRHiW2M4S7xkLe5aVXK3TZgS6Wpd9nj7rvKy5tLoZTfJmNehJyXLGjfv6hTX8ze2bJ4wb9AVo6hvm+cOncmoMCwTTiVmvJA4a+3usLy3gs3dfj900eQjVY3uO8ftdhzPnLq0oosvtpX/UL7woBNOGENBXNkJATwNCQM880ymgs1FLEt+87w6cZhM/27WPHa0dFzSPv69XcfM+sJfRzvacvrx5tZSuXourdiGmggL0VptwORWclfeuX8UD6dh9gHA8zoHWHnY3d3Kovfeqd11MJZOKoM4W36eJ8fG2+LhQj8dIZAn03LYoyVhc2cbjmfkuhxX9dFQabVqA63JEe27bRCt5tgifaIUfd5tX2rSoNGd3gZckibI8GwtKXBlLdbnTjip93jef3Mb+NmURcUGxi811lYqlum+YIb8oXi64NNiM+nFLdXpbnm/nZ1v3svOU8lu+vLKYLz1wMwDxRJKeER9d7lG6PV56PD5O9Q0xKjwpBBeAENBXNkJATwNCQM88l0pAO01GvnjHjVTnKzUt32zv4n927GEkfOE/qMHhoYyY9rQ0TehXabWYnAWYXQWYXC5MzgJMTlf6uACdxSoEtgAJqCt0sammkk01lRRYxmPso4kEn3rsGQb8F54QTHBuyLJMKpFQRHm2QM+80gI9Gs21ko9Z2rPaFOt7PMcKnz1XKjEDGYglKS3GtVnu7TrU+myxrUWlUwS4SqsIe4PBSFGegzJnPk0jPmKShFqn5+Yl9dy1fAkmkwmj0UgMid5gmC5/kHafn6ZhD3HhXjvnmalwknNBkqRMoqEVlSW8c9NyyvPtGHQTK2j84IWdvHayDYAql4Nr62voHfHSM+Kjd8QnaqgLpkQI6CsbIaCnASGgZ55LJaABNCoVb12xhLetWopGpSIQjfKL3QfY2tR60XOHR0foO7iPvkMH8Pf3Eh7xnNWapdbpMTldmFxpkZ3eN6X3dWaLENhXIbUFTkVMV1cgSRIf/f0Tmb47F9cRjMXY19FDKC7KwMxV5FRqaoEei5KIxUjF0tbyMTEfPReBPrFdTs2MiFVrtWkRrkev16PW6ZE1mrRY150m2HWo0pZzlU57WvK5Kfb144sAqkmSowmmh9ksoCdDAlw2c05sdWmelZ++uoe2ISU56G3LF/ChG9fnnOcLRTJi+tlDjXS5Ry//zQtmJUJAX9kIAT0NCAE981xKAT1GVb6Dj1+3kdoCJwAHu3r59tY3CE1jXcpUIkHI4ybkHiI0PExoeIiQe4igW9mPeEfPKrA1BoNitZ7Eem1yFqAzi2zgVzoOo4HRtJeEWpL43/c8iNWgJ55McqSnn11tnezp7CYgShEJpiBjVc8W7OezHx8X86kpx8ZJxWIkZ8KyjpLcMWNR143Foo9ndlelY89Pt65nZ3qffD97LmX/XFzhryTmmoA+FxaWFrBpQSWleXZK82wU2HJ/S7/86IuZWP8bFtVwz+rF9Ix46fX46BnxZYR2NC5Kbl0NCAF9ZSOWXwWCc6TDM8rfP/kC9y5bxF+sXo5BqyE8jeIZQKXRYCkswlJYNGl/Mh4nnBbYweFhQsODhNzDhNzDBIcHiXq9JCIRfD1d+Hq6Jp1DazSNW62zrNdj1myt0TSt70lw+RnNCjHQatQ829DIpppKKvMcrKksY01lGYlUiqO9/TzfcIq9nT1nmE1wNaLSaFBpNGi59N8HEyzr6f0Hl9ZTY7eSjMUIh8OEQiHC4TDhcJhet4dnDh0jnraap8Zi0tOCfcwan5tgTrGyZ66bTJJIJklELkOMa7YrfHZG+LRFPFusK/HnGlQaLSq1BtXYvkaDWqNF0mhQqdWoNBoktVrZVytt0ti+Ro2U3aaZuK9Sa2Y0Gd1c42TvECd7x5Ph6TVqSvJslOXZKM230e3xZvoqXXlUuhxUuhwT5hn2B/nmk9vpGFYs2/kWI1q1mmF/kGRK2LQEgrmAsEBPA8ICPfNcDgt0NqV2KylZpt+nxJha9DoWFLg42N17We/jdJKxGCHPcMZ6HXQPKQJ7eIjQ8BBRv++sc2jNlhzXcMV6XYjJ5cLsLECt012Gd3LxnHr+aXoP7MXgyMNgs2PMd2JyujA4HJgLijDm5V9VFiGAcoeNTdVKzHS1U4nr//2BI5mSbUathkVFhRzvH7jqk5AJZgdqSaIq30FdoSvzKrXbaHN7+P8efy4z7t/uvR2LXkeHZ5R2zwjt7lE6PCMMBnJNoUrMevz8rOqT9E1tXc9KSBebOVf4c0aSThPfpwnzzP749vSxucJcGadJZZ8zLvKz58gcq7LmydpXqTTj86rUuQsEWefPxu/xPLORKlceZfk2SrNEtiP9jPhXP30sU+btPdes4r61i0mmUgz7gwx4A1kvP4c6+oTVeg4iLNBXNsICLRBcAL1ef87xgyuWcN/yxRzp6edXew7S6vbMyH2pdTqsxaVYi0sn7U9Eo2mBPZR2Dx8mmNkfIhYIEA8GGA0GGO1om3QOvd2eleSsIHc/3zlr4gq9XR2MtLdiLijC39tNLBjIuI3mVdWw5qGPYi0uQZblWfkAdinoHvXxh0PH+MOhY5TYrGysrshZ9FleVsLnb7meeDLJyYEhDnX3cbinnza3B7HSKpgJkrJMq3uEVvcIz59Qki5a9XryskoUqdIiW6/RUGq3sammMtMXjMXY39nLd7ftAJQEUnq9gYRWB5chmiWVSExwWx+PNc/az8oMn4rFSSbipBIJUvE4qWSCVDyhCP9EglQigZxMKu3JpLKfGNtXtuNjkjljJ4QApRcUZiRB3TQhTSqus49PE+xZoj0j4Mes9qqs81UqJEmlbE/fn6pNUiGpJDpUKg6rJs5h1Olw2Sz0ev2Z9ia7ijdioxj1etRqNWq1mjK1msoCE+piK/uPHicUiSFJKrYsqWVBaSHuQJihQJjhQIihQAh/ul94FAgEl4fZ8aQrEMxxYskU8WSS5WXF/McDd/Jacxv/t+/wBOvHTKPR67GVlGErKZu0Px4Jp63Xg4qwTluvFZE9SCISIer1EvV6GWltnjiBJGHMy8+4h48Ja7NT2Rrz8i/bD3w8FEKl1rD6/R/CmJdP1OcjEYsQD4XQGIyZ+tvnIp77jx6mY8d2Av296CxWChctpWbLLXM6nrzP5+fxIw05bXq1mgF/gCKrhWWlxSwrLea9gDcc4UhvP78/cGTC4pFAcLnxR6P4o+Ou2ClZ5q9/92eq8/OoyndQnZ9HtdNBucOOWadDp8n9zvn5u9+KPxql3T0ybrH2jDJ0Cb6vM67wsyQ0Rk6l0mJ7MvGtCO5UMoGcGBPdiaz2JHJ6bEasp8edLuiJZM2bGhf1qVTWNVMTBf7pc+W2JZFTEz1j5FSSZCoJc3QNYNt5jH36HMYoYl2NKi3akaTzXwyYZGFAddbxUubaZ+zPtKsnmUvK7Feu2YxGp7/Af1WB4NIyZwV0W1sbL7/8Mnv27GHPnj0cP36cZDLJ1772Nb70pS+d8dxdu3bxb//2b+zcuZNAIEBNTQ3vete7+Lu/+zsMBsMZzxUIJuO3+w/zcmMz71qzgi0Lari+toZNNZU813CKPx46NmeSNWkNRuzlFdjLKyb0ybJMPBQct1hnhLVivQ65h5VYRY+bsMeNe5L5JbUaU75zPO46LazHXMX1Nvu0WYOjfh9qnRZnbR2SSoW5oPCC5jn22O9oeeUF1Do9+fPmEw+FOPHUnxhpb2XV+x5Cb71yXLNea2nntZZ2im0WVpaVsKKshGWlxdiNBq6bX80jew9lxi4qKsCg1dIg3L0FswBfJMqR3n6O9PZn2tSSRJnDTvZXitNkxGrQYzXoKbXb2DyvKtMXjMZ4ubGZh/cczLTp1GpiySvn71tSqZT4ay5tKM6lSiImy3KuWE+NC/VUKsvyniXa5VRyEjF+umA/zaKfTCLLKeRU+pW9n0oip+Qz9CvHqdTEtin3k2fql3OufdZ/o/TYWR48cFZKl64WAlowa5mzAvp73/se3/ve9877vEceeYT3v//9JJNJysrKqKio4NixY/zjP/4jTz31FNu2bcNkmh0rxYK5xVAgyPe37+SpYyd43/pVrCgr4d5li9CoVPxs176Zvr2LRpIkdGYLOrOFvKqaCf2yLBP1eQkNKwnNcl3EBwl53MjJJMGhQYJDg5NeY0INbFcBZldhJh77fEp0xUNBtEYz/oE+5EQCrdmCKd95Xu95sOEoLS8/j7WkjI0f/zQ6s4V4OETHjtc48eRjOLZVs/CeB85rzrlAvy/A874mnj/RhFqSWFDooq7QmeNRcf/yxayrKieeTHKif4jDPX0c6umj3T0i3L0Fs4KkLNM5MprT5g6F+cAjj1Gd7xi3VufnUeawYdbrckSHVa/nf9/zVvp9Ado949bqjktkrRacHUmSlCRqsyRUaCY4XWCrJcg3G7EbdJzsHcwI7Q9ct4ZFZQWoJUgmkzmvaCzGlx99MbO4cF19NXajDrc/iMcXwBMIMeIPEoxGz7xwcN6LAactMpxhrFozsS63QDBbmLPfQC6Xi7e85S2sX7+edevW8bOf/YzHHnvsjOe0t7fz0EMPkUwm+fd//3c++9nPIkkSHR0d3H777ezdu5fPfe5z/OAHP7ige9I4YmjM6gs6d6Y58asnsJYX41xej3GSrJGznfglXk0/H04l3Hxp58usKirhLxYv53etR4nblccyi1ZHKB4ndQVKDK1XhcHuwGB3kD+/dkK/nEoRHh2ZYL0OupVteMRDKh4n0N9LoH/yZGzjJboKqLnhZoqXrZh0XDwcIur3kYhG2fmdbyLLMpaiYkpWrKZszXqM5yikm196DjmVYsW734/J6crcQ90db6HrzZ20vPoCtbfdhUZ/5a6SJ2WZkwNDnBwYymnv8/kZ9AcotFpYXlbM8rJi3ssqvOEI+7t6+MFru2fojgWCM+MNRzjc08/hnnFrtUalosxhy6msUJFnR51uL3PYuOY0a/WjB4/y1LGTgBKHrVGprihr9cWQmLvRLXMAVfqlkASGkBlKRdEU2zPtj7R1ILV1kG8yUmSzUmy1KFuHA41KhX3J+O/0++69nQWFrglXCsfi9Hh9fO6J5zNtFQ470USC4WCI1CXOQzyXU6clRDj6Fc2cFdCnu2n/7ne/O+s53/rWt4hGo9x222383d/9Xaa9qqqK//3f/+Waa67hf/7nf/jyl79MUdHkZYSuRKKjfhp//VTm2FxaiGt5Hc7l9bhW1GEqPD+rnUDh4EAfBwf6cto+vf4aCkwmfnHkwIS+Kx1JpVLct/OdULdwQn9uDewxgT2cLtk1sURX6aq1U14rFY9TtmYD9opKUokEEZ8Xd1MjR//wf/Qd2s/6j/ztWV2vo34/A8ePYi4oxFlbl5NsTFKpcNYuoHPXGwSHBrCXV55xriuRX755gF++eYASm5UVZSWsLC9mWYni7l1oteSMvXfZQrpGvBzvGxQCQzArSaRSdHhGc9oa+gcz1molvjortlqvI5KVGXm+K59/vec2+nz+nEzg7Z4R3MHQZX43AoGCjOJ14Q6Faeif3PML4I+HjlGZ56DIZqE4LbbzzSaMOi3m0ypvfPz6jdQVukikUgz6Awz4AvT7A/T7/PR6/ezvEmURBVc+c1ZAny+yLPP4448D8NBDD03o37x5MwsXLuTkyZM88cQTfPjDH77ctzhjpBJJ5r/1FoaPnMLb0kWwd5Bg7yAdz78BgKnYNS6ol9dhKnZdNVmLp5N8g5HFrkIsOh1fvf4WDvb38sujB2gdHZnpW5sVnLUGdiw27hLuHsK5oG7KuXRWG8ve+Z6cxD1Rn5eGJx6j/fWtHP39b1j7oY8hp1JTJjULDCrWqbzq+UqDLDMWTCmnUpgLi5AkCX9f71UpoMfo8/np8/l5/sQp1JJEXWHu94NVr+d961ejkiTiySQN/YMc7unnUHcfHR7h7i2Y3UxlrS532BgJhTNtFQ7FWl3usFPusOdYq/2RKP+9Yw872zoBJa4aEItJglnD3s4e9nbmCl+tWkWhxYJJl+tKnUiliCWS6DRqSu02Su3ji9H9vlwB/eFr1qFXa+j3+xnwBejz+en3BXKSAAoEc5GrRkB3dnbS16dY/K655ppJx1xzzTWcPHmSN99886oS0EaXg2Uf/QsAYoEQnmNNDB85xfCRRrxNnYT6h+nsH6bzxZ3K+IJ8nMvrcC2vw7W8HnNZoRDU54AnEubDzz3OOxYt4+759awqLmVFUQnbO9v49bFDDIVETN2ZUOt0WEtKsZZMXqIrG0mSMuJ5LAGL3man/q576T9yEG93F8HhIcyuginnCA4NAEw6RlKpkJBIJZMkY9HMda72z0FSljlxmqu3TqPmlcYWVpaXUGAxsyKdnOx961cxGg7z6IFjPH/i1AzdsUBw/iRSKdpPs1a/2tTKge7e8UzgTmVb7rBjNejxRcYFw8aaCj5x/Sb6fP4JmcCFtVowW4gnU/R4fRPav/T0S0hAvtlEsc1CsdWqbG1WvOFIztiN1RU4jMYJcwRjMRr6BvnGS9szbfOc+fijUdyXwTVcILhYrhoB3dSk1I/U6/WUlk7+AD5v3rycsVMRjUaJZq2e+XwTv2DmKjqLieKNKyjeqMSWxkMRPMebGT7SiPvIKUYa2wkPeeh+ZTfdrygxjoZ8O64V9ZmXuazoqhcSU+GPxfj54f083dTIXy5dyZaqGm6smse15VV8fusLNI1MlrtacDFIkoSUtvio9Xry59XibjlF2OPG7CqYIHzHjqPpz7XOap103lhCTxBMAACUR0lEQVQomM5oO3X887E//paI14vGoEejN6DRG1Dr9WgMyn5mq9ejzuwrx1dKkhx3MMSP33gTgFK7VcnuXV7C0pIiHEYjscS4G2yFw84di+toHByicWCYAX9gpm5bIDhvRsMRDqWT6Y0xZq3u842Xfyu12XKs1dfOH5/DH4nyry9uo3FwGIB8kxGDVsOAL0BSiArBLEFG+W53B0Mc75vaNfznu/ZPENlOsyldXi43Z9AXb99CnslIPJlkKBDka89vFb8BglnLlfGEdg6MjChusg6HY0pxl5eXlzN2Kr7xjW/wz//8z9N7g7MUrclA0bqlFK1bCkAiHMVzooXhI6dwH2lk5GQbEY+X7q176N66BwB9vh3X8nFBbSkXgvp0BkIBvr3nDf58qoEPrFhDudVGW5Yrt02nxxcTLk4Xg5xK59OVJORUCpVajZxIEAsGUGt1qKdK/JV21R6zLE+WICwZjxMZ8aDRG9CZLRP6x+g/chB/3+QJ0c6GSqNBrTegNRhQp0V1juDOCHA9GoNR2eoNaSE+Ltg1hrRo1xtQa2c2q2mvV4mRe7bhFBqVirpCF10j3kz/srJi7lxcx52LFff80XCYxoFhTg0O0zg4TPOQW7i9CuYUk1mrf3fgCC+cOJWOqc5LZwTPo9xhw2rQ51ihb1u4gHesXkYylWLAH0h/hnyZ7anBYfGZEMxadrR2TGjTqdUUWs2os8KnNCoVwVgMi16HVq24hvsj4hlIMHu5agR0JKK4leh0U2dr1qcflMPh8JRjAP7hH/6Bz3zmM5ljn89HRcXEurlXIhqjnsLViylcvRiAZDSG50Qrw0caGT7cyMiJVqIeLz3b9tCzTQjqs9Ey6uFL21/CZTSRkBXBp5Ik/vOWuxiJhHm8sYHdPV1XZNbuS0U04Eet0aLJquk+ZoHuP3YET0sTxctXYXTknXEeSTW2Oj7xbzXq9xEYGsSY78SQnmeyv+m6u+5Vkp9FIySiURKRMIlIlEQ0QjLTFsn0J6MRUmmLbCqRIJUIEA9O3wq8pFZnWb7TolpvyLGQj4l0dXZbWryrc46NaAx6VBrtBX2eE6nUhKQ2zYPDPHn0BPWFLua58nEYjWyormBDtfL9+qWnX8qc4zKbkCRJlBMSzElGwhFGJrFWV+TZGc4S0Fq1ikg8gUGryYo3Lcv0f+zRJ+j3Kd8RG6srqHHm0ev10+P10ev1EcrKKi4QzAZiySTdo7mem4lUir/949OoJIl8k5FCq4VQXPztCmYvV42ANqQfpmOx2JRjxtyyjZPEa2Sj1+szYvtqR63XUbByIQUrlazKyVickSxB7WloEYL6HBgOjz8wzXPkkW8wUmS28A+bb6A/4OfJppO83N5MODGXizpcHrydHRz+7cM459dRsHAxBkceciqFr7ebE08+RiqZpOraLRjsDkCxVKdSKVQajfJ3mP5btKSThAWHBjLJxlKJBCqNhtGONrydHVRdez0m59RZ6is3Xnve959KJBRBHUkL7GiEZJbIzvSl25LZbdEscR4Zb08llAcROZkkHgoSn8Z4e0mlmuianraQaw2GLNd0/QSLeEawp8cc8Xlp6OpBrdOh02qY58ynvshFfWEBtS4nLcPjIQ73LlvEW5YuxBMM0Tg4nHH7bnV7iCdTZ7hjgWB2kkilaHPnesD9eu8hfr33EPkmY1pAWym12yixWym2Whn0j3+WN1RXcENtTc753nAkY7H+xZv7haAWzGpSssxwMJSziCQQzEauGgE95p49Ojo6ZbKfMdftsbGC80et02aEMe89R0GdZ1POSYtqS0XxVS2om0c8fPCZP3F3bT13za+j2GLlw6vW8e4lK3ihtYknmk4wEjmzl8TVjMFux1JYTO+h/XTv3aVk2ZYkEpEI5oJCVvzF+yhctCQzvv/wAZpffp6SlWuYd+MtqLWKl0rh4mVYS8pof30r1dfdiLmgMBOX3LnrdVLJBKWr1qLRGya9jwtFpdGg01jO6Bp+vqQSCRKxaFqIp4V1WmQnoxHikTGLeJbwHhPn2eI9Es5YypPpxUg5lSIeDhEPT+8Dj1qnQ63TK2I8e1+vR6PTE3y2nGeKi7BaLJjNZkwmExVmM7VGI0FJ5k8Np0ipNKizzhnbqrQXZjUXCGYKTyiMJxTmWN/AlGP2d/YQiScyIttpNmE3GrAbDdQVuvjvHXsyYz9+3UaWlhbR6/XRd5pb+OWo7ysQCARzmatGQC9YsABQrMy9vb2UlZVNGNPa2pozVnDxnFFQHzmF53gz0REfPdv20rNtLyAENcBoNMIjxw/zx5PHuLFqHvfVLaLcaufBhUvY1dMpBPQZsJVVsO6vPk5oxE1oaJDg8BDJaBS9zU7R0uUZy/MY/v4+3M2n0NvszLvxVkBJJKY1mai54SaOPfY7dnz336m+bgsavZ7+IwcZOH6UeVtuwbmgfgbe4fmjiHINmMzTNqecSmUJ6yyX9DNayMdd1eORiZb1ZFZyxmQsRjIWIxbwT3r9nv17Jm0/JyRpXFBPItDVOv1p/coYTY4YN4y3nSbur5QEcIK5xRutHbyRFXNq0GgoSYtpu9FAIjXumVHmsFFktVBktbCqPHeeSDzB+379h8z4hUVKJYJery8nm7hAIBBcrVw1v/KVlZUUFxfT39/Pjh07eMc73jFhzI4dOwDYsGHD5b69q4YcQU1aUJ9sY/hwI8NHGs8iqJWyWZbKkqtGUEeTSZ5vbeKF1ibWlpSxqqiURs9wpv+u+XUMh0Ls7eue8SjpuH0Wuc3adRiLSjAuLOF0B+s4ufdZfs+NOFbVoTWbSLnUpDL9MhX334yUp6f5z09z/E+/R1Kp0DvsLHjwPubfexcpgyZr/NWIAQ0GNNinZTY5lSIZi5OMRtPW7yjJWJRkJHpaWyynLRmNKcI8EkWdSCDF4/gDwbRYj2JIyYSCwfEQHlnOWNkvhRyQ1OqMAFfrdJOIcf1pYlw/UYyfdo4mM8YwZe1ygSCbSCJBm3tkgls4wDdf2k5J2iW8LB1bXWK3UmKzMhoO54jtv1y3ksXFhQAEotFMMsA+r48ery9T31ogEAiuFq4aAS1JEg888AA//vGP+fnPfz5BQO/cuZOTJ0+i1Wq59957Z+gurz7UOm1aGNcB90wU1A0tEwW1wzpeNistqK90ZGBvXw97+3oybWatjg8sX4NBo6HH7+OJUyd4taOFqMjIel7oLGbyF9ZN2V9+w7WUXrORqNdHzO9HpdFgLZ/owSK4eCSVSkloZpi+HBMSsKSgiIXOAmrtDqqMZtSJJMFgkFAoxJHuLn6w67WMGK+12BkcGWFwdCTt2p4r0JPRcQE/JtDH2scyv8vJ5CVxax9DpdHmWM/PKtB1uknE+Gmu7WOWeK1OCPSrAG8kijcyxMnT6rarJAnraZ8/dzDEoD+Ay2LGotdTV6inrtAFwFAgmCOg/9+G1eg1Gnq8PvrSbuGDflGCSyAQXFlcNQIa4O/+7u/4+c9/zosvvsi3vvUtPvvZzyJJEh0dHXzwgx8E4EMf+hDFxcUzfKdXL5MK6sa0oB6LoR7107N9Hz3b9wGKoM5ftAjnkkU4Fy/EUlZ6VVioJeDp5pPcMW8BZVYbH1uzgb9cupLnWk7xTEujcPOeRlQaDUZnPkZn/kzfiuA8kYFjQwMcGxqPHS2xWFnoLGCRs4BgSQEFy5UyfWatlv+7752oJIloIkHTiJuT7iEa3cOcdA8xGo2c8VqpRAJpMK64s8cUoT0mspXj9H5U2U+MifGx/qy+TH96TCIWVUqsAalEnFQiPq0Z2rNRaTTplxa1VpvZV2nTbacfZ4/RaKY4VsarNWeaL71/2vlXw/f5bCEly3jDuX/n39mqeOfp1GqKbRbFcm1TXMPDp2VKvmZeFU6zKactkUox4AvQODjED17bnWm36HUEolMndhUIBILZiiTLc3NZcMeOHdx3332Z40AgQDQaxWQy5WTRPnjwYE6JqV/96ld84AMfIJVKUVZWRmFhIceOHSMej7NmzRq2b9+O2Xx+cYI+nw+73c7df/4vtOYzZ/AWXByTCerUaVlFdXYbzkULcS5ZiHPJoiteUBvUGm6pmc+9CxZRYrECEE8m+faeN9jRLVzrBIJzpchk4SOr11PvdGHVTbSCP97YwP8e2Q+ACgmVJGXKz42h9V4a660sy6Ti8XHxHctya49Nvp0g4HOEe7ZYj2WSws1GZlLQq9RqVGo1kkaj7Gs0qNQaYaWfghtqazJJzMa2+nROgGN9A/zjMy9nxv73O+/HYtDlJjHz+egd9dHnCxCcxX+TAsHZiIdDPP23H8br9WKz2Wb6dgTTzJy1QMfjcdxu94T2UChEKDTuNpc8zZ31fe97H7W1tXzjG99g586dNDQ0MG/ePN71rnfx+c9/PlPuSjA7Ueu0uJbV4VpWB385bqEe3N2M58RJPCebiHl99O3eQ99uJcmQzmolf1Ed+QvryV9cj62qEpVafZYrzR0iyQRPNzfybPMpNpSVc3/dYhbkOzkxPO6aV2G1449Fz2pBEwiuZgZCAf75jVeRgDKrjXpnAQudBSx0uqi0OegNjNcunZeXx7/fdAfdPh/t3hHavSN0eEfpjnvxhKbf+0OSpHSyMx1gnfb5lfhzxdKdisfTdcjjJBOJyY/j6f1Eui89JpnIGhuPk4pnjZlsvqz9VFw5Xz7td1vpTwCz6PtLklCpFVEtZYT1JPuZMRpUGuV46jFZ7SpV+pW9f/pLjaSSkFQqVOlxpPtUE8ZNdb4qM0f2OFXOXLnnI0lTLkpvb27L/WcC8k1GSuy2nMzeWrWKPLMRjUrFPFc+81y53j3H+wb58jMvZY7fuXoZ/miMQX+AQX+QQX+AiCjrKBAIZog5a4GeTQgL9MyTGFFKDyXjcbwtrbiPn8TdcAJPYzOp01axNUYDeXULyF9Uj3NxPfb581BrtTNx25eMIrOFgSz3zq9efwvLC4s4NNDH9o42dvV0EUmKhw+B4FwxabTIyJla7DdXzeNT66+ZdKw/EuV/du5lRzojsi69YBcT+QnOCTmVIpVMZMR3cgYFfSqZJJVMZNznBQqTifizi31FrKtUakiLdL1Oh0GnxajTYdTrMOsNmA16/LE4rZ7RjIC/cWEtGrUadfql0WhIyDLRZIrhUJiTQ+7MWIvRQCSRRJakc7ifMy9MSFLWosFYvzTeh0pKj5EyY8f6yTpfyjo/M9fYOMEVibBAX9nMWQu0QDAZaq1WsTQvrGfBg/eRSiTwtrbhbmjEc7IRz8kmEqEQQ4ePMnT4KAAqrRZH7TxFUC+qJ6+uFo1xbi+EZItntSShV6tRSyrWFJexpriMaCLB7t4utnW0cXCgVyR4EQjOQiiRGyrySkcrR4YGqLY7qLbnKS+HgzKLDatBTyCrJNe6qnI+feM19Pv8dHhGafeM0OEZpcMzyqA/MOMZ9GcbkkqFWqXL1GSfDWREfUIR1XIymbufTIvtRGL8OJFEntCu9E04P5HI6ZNTqcwrlUpCznEqqz+JnJKz9lNTvMb6ZGQ5NX4NOYWcTGX2U+n2sy0YjM0Ll2ch9uHdb1yW68wEUwl0xsR3jjhXjplCtE8m0Mfnyho/5TUnXygYv6Zq4oLBlNec6j3lLk5Mer6kwlW/6IozbgiuHIQFehoQFuiZZ8wCfTbkVApfZxeeE414TjTiPtFIzOvLGSOpVNhqqnAuqid/UT35C+vQWaffZfJyU2K2ckNlNVuq5lFmHV8N3d3Txdd3bpu5GxMIriBMAQ3lDjt9Xn/GxfTtK5fyrrUrJh0fjsf5+gvbaOgfBJTESrKMiP8UzCiyLIMsZwT16UJbTk0twsf7Jor11HnNMfU4tQQmjRqjRkMoGmUkGEROyehUEhurypFkmWQySSKRIJlMZvYHfX5ahoYV8Z9KUeWwE4nHicSixGIJook4sVicRDIxfv8pGcbuQ5bHFyXS+2TuWR6/33NYhBCcmTv/4wcY7I6Zvo0LRligr2yEBVpwVSGpVNirq7BXV1Fz523Iskywrz8jpj0nGgkPDeNtacPb0kbr088DYK0oS4tpJY7amD/3sjH3Bf387sRRfnfiKAvynGypquG6imr29HZnxjj0Bu6cX8e2zjb6Av4ZvFuBYG4ST6Ym1N39w6FjvNjYTFWeg6p85VWdn0e5w45Rq2U4EMyMvWNRHe9eu4KhQJBOzyjtnlE60hbrXq9PeIsILguSJIEkoZ4DLsZOoCLr2AtY9XqKrGYKrBaKrBYKrWYKLRb2d/XwXMMpAIqsFn78zvsmm5J4MslzDaf45ZsHANCoVNxSX4s7GGQ4GGIoEDynDOKni21ZTkGWMB8T3Jw2ZuwcTj9/gnCXJ/RPJvbJmTvrupPMm7nH7HvJvu45nSOn2yZ5X1POkft+VRohUQSzF2GBngaEBXrmOVcL9LkQHnbjOdmouH2faCTQ0zthjKmwQBHU6Ze5uGhOZvpWSelMwun6tffULuTDq9YB0OgeZntnG693tYvkYwLBOXI+WbhVkkSp3UrPqC/jxv3ha9Zxx6LJ65LHk0k++djT9PuUEA2X2UQylWIkLD6fAsH5YtJpWVtRRmGWwC60mimwmFGrVPzh4DF+u/8wMLnYjiYSDAdCDAeD7Gjt4OXGFkD5XJfZbQwHg4TjItfI1YqwQF/ZCAE9DQgBPfNMp4A+najPh+fkKTzpOGpvW8cE1yy9w54R085F9VgryudkcpBVRSXct2ARK4tKMpaHZCrFoYE+tna2sau7k1hKJEISCC4lJo2WaruDqnRc9ViMtVal4u2P/zZjhf7Uus3cXD0fbzRC++gI7d7RTEbwTq9XfFYFggtAJUk4DUbiqVRm8bjYbOGDK9bgMppxmUzkGXKf9X7XcIRHjqfFttnCz+56AIBgPMZwKMRQKMhwKMhQOMTRwX5OuIcQXNnEQ2Fe+H9/LQT0FYoQ0NOAENAzz6UU0KcTD4UZOdWUiaMebW5Nl1gZR2s2kVdfh3Ox4vZtn1c9p9yRHHoD11VUc0NlDfVOF6BYv9771B8JxkVspkBwuZGAPIMRT2S8RNY/bLqBDWXlqKWJi3XxVJJ3Pv474mnvkmq7g3A8wWBIJC0TCC4WrUqF02iiwGTGZTLT4R2hdVQJ3ViQ5+Sr19+MZZJa8jBRbH/75jsVcR0KMRwOMhwKZcR2j9+HV3iAzUmEgL6ymTtP9ALBLEFrMlK4cjmFK5cDkIzFGG1uVQR1OtN3PBhi8MAhBg8cAkCt1+FYUJtJTJa3YD5q/eQ/rrOB0WiEp5pP8lTzSUosVrZU1mDW6nLE8xc3b2EwFGBbRxtNIxNrsgsEgulDhhzxDPCNXdvRqdRU2OxUO/KosedRZXdQ48jDH4tmxDPAR1dvYLGrkFA8Rod3dNxanbZcn55lXCAQTE08laI/GKA/q+LFGE0jbt71xKMY1BpcprTITluuXSYzJ7OszwUmM3a9AbvewPw854S5ssW202jiQyvWZkT2UCjIcFgR26ORCCmxNCYQXDaEgBYILhK1Todz8UKcixcCkEom8bV1jMdRn2wkHgjiPtaA+1gDAJJajWN+DfkL68lbuIC8ulr0s3SFsi/g57cNR3LaSsxWNpYpaVvuXbCIHr+P7Z1t7OvroWXEM2t+yGVZnpOx6QLBuRJLJWkZ9dAy6slpN2pyy7+kZJl4MolJq2ORq5BFrsJM31AoyAef+VPmeF1JGcF4nL6An5HTRLtAIDg3IskE3X4f3X7flGNOuYf5xItPU2AyjYtsoyK0XSZTjkAvsVi5tqJq0nkSqRS/OnqQx08pzxh2vYHrK6rxREJ4wmE8kTAj4bAI6xAIpgnhwj0NCBfumedyunCfL3IqRaCnV8ny3aBk+46OjEwYp7WY0dls6G1WdDZr1r4Nnc2K3m7LtOuslhl1CVdLEiuLSrixah4bSyvQZ92LLxrhV0cP8UJb04zdXzb+rm769x4gPOxGY9BjLinGXlONraYKlVp91vOFCBdcKagliTKrTYmttjuosedR7cij3TvCV9/Ymhn363vejsNgACCSSNAX8NMX8NMf9NM84uH1rvYZegcCwdVLgdHExrLKtMg2Z6zb+QYjapWK/9q3ixfbmgFYWlDEN7bcNmGOQCyKJxLmjyePs7WjFQCrTseKwpKMyPZEQkSTQmhfLMKF+8pGWKAFgkuMpFJhrSjHWlFO9W03I8syocGhTAz1yKlmAj29xANB4oEgwd6+c5pXazZlxHVGbKdFtj7TNtZvnVbBnZRl9vf3sr+/F6NGw8bSCjaWVbCiqASb3pDj6l1lc3Bj1TwODPTSMDyYyfh9qZFlmVO/f4zOV7aTjEUx5OeRjMVJRqPorBbWff4zmIuLzjqPJEmMtrYxeqpFmcfpxF5ThaW05DK8C4Fg+kjKMp0+L50+L693jbersxaI1JJEm3eE0qQVl8mEQaOhxpFHjSMPgEMDfTkC+t+23EYoEc+I7LHXYDBIQr48n3WB4GpgKBziqeaTE9pVkkSewUgkKwwjHI/zRlcH+UYjeQYj+UYjerUGi06PRadHpxpfPK625/H5TdfnzBmMxxTLdTjE082N7O5VvjBMGi3zHHm402I7khRZxgVXJ0JACwBIJRJzKsnVXEaSJMxFhZiLCqnYch0A8VCIiNtD1Ocn5vMT8/mIen3pfT8xvz997CPmD4AsEw+GiAdDBPv6z+m6GpNp3JJttaaFtg2d3TrB8q2zWVFrtWefFAgnEmztbGNrZxtqSaI+30W7dzTTv7GsggcXLuHBhUuIJBIcHeznwEAvB/p76b1EtaZTiQRtz75A85+fpmjtaubdcycagx45lSLYN4C3vQPpHK3P7c+/RPvzLxEaHEZrNpGMRjEVFbH4fe+iYPnSS3L/AsHlJLu2dFKW+cfXXgZAI6koNJspsVgzr54sd1SDWsOSgskXoZJyije6OviPN9/ItK0tLmMoFKQ/GCAqHrwFgmkhJcu4w6GctpZRD9/c/VpOm1mrJd9gIs9ozPkcJ1Mpjg0NkG8wkm9UFs3MWh1mrY4Km53XshbMavOcfH3LrZnjUDyWZbkO83JbC4cGFSOAXq3BZTThiYQJixwLgisMoZgEyKkUz73jMxidedgXVOGoq8KxoAr7/Ao0htmb6OpKQmsyoTWZsJ7DWDmVIh4IEvUpAntsG/Nlieyx4/Q+skwiFCIRChHqHzine9IYjRnrteI+nmvdzgjw9Bi1TkdSlmk4rTzHCfcQr7S3sKqohHyjiXWl5awrLQegP+Dny6+9PGkilosh0N3LiUceJb9+Aas//fEcV217TTWlmzec0zxDh49y/JePYC4uYvWnP47B4cDf1c2pP/6Z/d/+Ptf+6z9hKSud1nsXCGYLCTlFb8A/5UJXIpXii9teyhLYlvTWhkGjIZxVnUCv1vCV627KHLvDIcUtPG2xPuEe4ujQuX03CQSC8ycYjxOMe+nye3PaG9xD/MO2FzPHRo0W55jl2mCk0TOc6VNJEj1+H/lGI0aNFpNWh0mro9xqB+DI4PiCfr3TxddvUMR2OBHPiGxPOMxIJMwb3R2ZhGoalQqdSi2SGQrmDEJACwj2DhH3h4j7Q/jae+h6aafSoZKwVpbgWFCVednnV6IxClE9k0gqVUa0ngtyKkU8GMwS2P7ThLcvx/Id8/mRUykS4TCJcJjQwOA5XUdjNIy7lFvHY7ZbbDaeTd9vdVkZa+fXcf3CRayuqMKm1zMUCmbmuKd2IUaNhgMDvbSMeC4oFZmcStG3ew8AlbfehEqtZrSlFTmZwuhyYshXXFHPFtscHfXS9szzaAx6ln3o/biWLQEgr64WgzOfPd/4Nk1/epJVn/gIcio1J+t+CwQXQ0JOcWSonyNDE71gHHoDqqzPl0Wno8kzTInFikWnx2k04TSaWJq2YL/Y2pQR0FqVin/dchv9gQD9QUXAj4ntUVHSRyC4pIQTcbr98UmTnx0a7OMjzz8BgFGjSbuHm9LWayMnhscX0E0aLaF4DJNWh1GjxWjVUmodjwXu8I5mBPQSVyH/csOtRBKJTOKz/3jzjQmWdYFgtiAE9DTisITQmedezJej3sw7nvhn3I1duE92MXyyC3djN2G3D397L/72Xrpe2gWApJKwVxXhrK/AubAc18IK8heUozXNrKiemJJLkI3WqceEHnCddaxi4Q4R9QaIef1ER3zj+6P+zDbq9RMb9RP1BpCTSRLhCIlw5IyCew/waHpfY9BjznegspnQ2a3o7RYqFq9lXlkFKwsK2Oyw4dFDrzpGqxwioDq3z1YiHMXTdBJzaSGx0CC7vvY1fG09SGoVlvJiym9cT/mN69HZLFO+f0mlwtvbw9CR4xRtWEbx9QtIJUIgSajUahxLCrCUFRLo7UIyB9Hozs3d/VIzm5PpCa4uThe67nCIz7zyHAAWrS5jtS62WCm1WDmSZX0uNltZ6CxgobNgwryheJwnm05kSvtoJBWLXAX0B/wMh0OzJP+/QHDlE04kCJ/BQ2V3bxfv/PPv0as1GYGdZzDiNJrIMxhpzip/6dArSQsNGg2lFhulFhsxEeYhmMUIAS1QYnILHZgLHVRetyzTHhrypsV0Wlg3dhEe9jHa1s9oWz8tz+8dmwB7VSGuhRVpYV2Bs27mRbXgwlAs3BZFYFYUn3W8LMvEA6EsYR0gNuob3x9rHxPfXj9yIkkiEsXbOwC943P9+MWdU17HYDIiWU3o7Vb0Dit1774b55LaCeMSkYgSG947SPMfX8RWXcaiDzxAIhim86WdHPnhb4kHw9S/++4zvq9Al2JVs8+vTP/DSBlXcI1Bj62mnJHGNvwdvTgWVIls3QLBORKIx2gacU9ZP94dDvGvO7dRbFbE9ZjQLjCZMWm1xLMyBBdbLPxrOttwLJlkIBjISWZ2fHggJyeDQCC4vESTCfqCfvqCU+c82d7Vzu7erozbeL7RhD8Wm3K8QDDTCAEtmBJTgZ3KAjuV140nSgoNezNi2n2yG/fJLkLDXrztA3jbB2h5fp8yUJKwVxYqVupsUW02zNC7EVwqJElCZzWjs5qxlJ+b4E6EwkRH0lbsSQR2bDSAFIgQ9/rxe0aJx2JEQmEIhQkPKA/dn/v0Z7CU13HQ3U1/ePyHORmJISeUB+yi9ctY9rF3obOYAChct5T93/gpLY+9hHPZAlzL6iYI3zFX7FC/EvdlKnIq7WRlKtbrUOt1JCMx4iFRJ1cgmE5CiTi7eromtGtUKorNFkLx8ThJo0ZLt99LkdmCTq2mwmanwmbP9P/m2KGMgC4yWfjYmg30p61m/cEx1/CAqI8rEMww0WSS/mBg2nOiCASXAiGgBeeFyWXHdK2dimuzRLXbl7ZSd+NuVFzAQ4OjeDsG8HYM0PrCfmWgJGGvKFDE9MIKXPUV5NeXoxOi+qpCkiS0ZhNaswlL+dnLSMmyjCkuk/CFGBgcIDrqJz8G77rhdkpKlFJS/SEfB909HPJ080avm1QiiaRSUXrtGnQWE6lkEgkJR20lpdevpfGRp/G39+JaVgcpGdQTLcdRryLKdVZz+sZz3gTJmPIQL2KfBYLLQyKVmhCX2TTi5qPPP4kKCZfJlJMxvMRizXETLbfZWF08edK/4VCQR44f5uX2FkAR5qUWK30Bv0hsJBAIBIIchIAWXDQmpw3T5iVUbF6SaQt7fLgbuxUX8LQbeHBgFG/nIN7OQVpf3J8Za6soIG9+CXnzSsibX4pjXgm2chcqzdnLDAmufCRJIqyTwGUh36XELTv1Jl4OdLPSI7PQUUSxycadJht3Viyi1b6AzcYfkbRbMOQrCUsklUoRyijWY1BKXQGgyhXPYzHQiXA0Z3w2qXiCuD+I2qBDYzRk7vN03vynHxLsGURt1KMx6tEYDagNejQG5VidbtMYdKgNhvSYsXG6dJ8yTq3XCRdxgWAKUsgMhoIMhoIcHpy8tF/b6Ajf3btz3C3cbE0nNdPhMplzatQvdLr46vW3AOCNRhgMBhkKjb/29/dMmmRJIBAIBFc+QkALLgnGfBvlmxZTvmlxpi3s8eNuHLdSuxu7CPaP4Osawtc1RMe2I5mxap0Ge1URefNLcMwryQhsc1GeEBEC3NEQf+o4wp86jmBQa1maV8xqZzkrneXUVFWhNhqItPpQ6/VcVzSPByqW0uDuoyUySlvgzwDo7UoW8wl/T+ksRGMLOKpJ6kXHfAGiIz4MTgdas3HK+wx0D+Dv6J2y/7yQJEVop0X16UJbbdCjUpkUwa3XozGMiXVDZn/8WI/aYECt16PSaMRnSnBV4ImEeSVtYc7GptNTbLHSn5UMyajRMhIJk2cwYtcbsOsNLMh3Zvp9b0YyAnplYQkfX7OBoVCQ4XAoR2gPhUIMBP1Ek8JFXCAQCK4UhIAWXDaM+VbKNy2ifNOiTFtkJICnqYeR1j7l1dLHaFsfiXAMT1MPnqaenDm0ZgN587JEdVpYozFf7rcjmCVEknH2DXexb1iJmSwyWjHOL4Pjpxg6fJJFd7ydGkcBNY4CvF4vDzf1IgGfvPUB4mX5bO1rwh+Pjk+Y1pLGgnwAYv50PJasWK1VGg2+th6C/cNU3roZvWPqcmJr/v5DxHwBkpEoifDYK6IcR6Iks9oS4WimPRGOkgxHlDGRdCIVWc7MEZ3yiuePpFZnBPWY+B7bV4S3IS3Ix0X5uEA35LaP7ev1ky48CASzEV8sis+T+6na2dPJzp5OjBoNxWYlgZnLZKLAZKbAZKbDN5oZW2S2UJxOdDYZ//nmG2ztbAOgNi+fW2tqGQqFGM4S2u5wiKQscogLBALBXEAIaMGMYsizULq+ntL19Zk2OZUi0D/CSEsvIy3jwtrbMUA8GGHwaBuDR9ty5tHn2bDVlGGrLsNWU46tuhRrVWnGvVZw9TAQ9rPgPXfT9+YRjv3kUT7r9vLbzZsokHS8+fizHDx4kM985jM8sP56zGYzLxzbx0hvLwang411S7HqDLT4hhlZv4yWP71Exws7KLthHZJahYQS79z7xgGS0RhFG5ad8W/MUVt50e9HTqVIRmNZ4juWEdyKCI+QiMRIhiPERhIkImmBHo2SjIyJ8PQ2Gs30p9KJmORkkngwRDw4vfU2VVrtBIt3rkDPtYSP9am0WlRqtWIZ16S3avV5tYm4dMF0EU4kaPOO0Oaduljiju4OOn2jGXGdLbRdRnNOrfv5Did3za+fMEdKlhmJhPmvfbvY3694rZRYlHJeI+FwpjZuIC4yEwsEAsFMIwS0YNYhqVRYS51YS505ZbWS8QS+zkFGWvvTorqX0dY+/D1uoiM+hkZ8DB04kTOXqaRAEdXVpWlhXYalvAiVVvzpX8kY8uxs/OonOPbfj3LysRc5+diLAGgtJmruvoHUPev5Y+9xSk12jr2wneM//SPVd13HP/33A2wsq0WWZUIb7uOtrxzhpSefYeQ3L+K6biXueIShgyfoenkXBSsX4ly64JK/F0mlUmKhjQbAfsax51MHOpVM5gjq8e2Y4M5qj07SPplAj0SQ03GkqXicVDxO3H/5M6pKKpUiprPEtUqtPnubWoNKk9WW3qo0aqTTxp+9TTnOtKuV+aWcttytSqMR4n8OEojHOOEe4oR76KxjW0bd/Pb44YzAVgS3GZ1ajdNoIpoYr327orCYj6/ZmHN+LJlkJBLGEw7xyyMHaEhf02U0UWGz40mLbVECSCAQCC4dQkUI5gxqrYa8+aXkzc/NohoPRelqGMXX3ouvvQdfWze+9l6iHi+hviFCfUP07zqUGS9p1FjLi7FmC+uaMkxFTvHwegVhqyljzecfItAzQGjAjZxMYir6/9s77zgp6vv/v2ZmZ7bf7VW4g6ODNKWDiArWJNjFghVLNGr8JpaoMVHQaEyxxZj8YsSa2EVERdSoFOkdpAhS7mh3cP1u77bOzOf3x8zOztY74GCPu/fz8djHznw+78/7857Zub19fWo+8oedhNKwF6V7NgHQRLU12wXJ7cLeQCNyGyrRy5ULp0XCzL//E79zZeODdz5A3v8Wo0EJIlBdj5yBvXHFjPvBF2Sj3NeAE3HgJS8I4B0OiA5Hm/lkjEGV5aQ93tp7RGgHUwp0VZbBFAWqLENVFDBZhioradMS4lBVMFU1etlPKDju8HvdW9tA0No0XtBGXOi9+ZEGCU7QjlPm87xuI4AX4tLpuxUAsLOuFjvrahPSs602FDgc2N8YXZisPhDA+kMVyLXZkWOzI8tqhSQI6OJ0oYvTBd60dsHoom4xYjusKKgN+A2x/cEPm7GrvtaoK8dmR63fB28oeEJ+fxEEQWQSjjGadHO0NDY2Ijs7G9d98xfakilD1DUlzoEONnjRWHYA3tJyNJbtR2PpATSWlUNOsW+vYLNqQ797dYsOB+/VDdacLFpkqQMRv+9zMgSOQ4kzB32z8pDjZ6jevAPfb9iIRfu2w9W9K3qcfxpemnQNih3Z8Msh7PbWYre3Grsaa7DLW43y5gao9LP0uMAY08VyRHgrUMO6uA5HBLcuvvV37Vx7mfMiwlxVFLCwHGuj+0v0q8T5lRP8pvMRWR2+w8NxhsDmhTjBbRbnRh5npPMxtrFleVPZSB4fd542L6He1viJj0mPM8GvAE7gTDEK0Wvg+cP+vyLyAjySHblWB3KsDmyuLUeTrPU0Tyrqh0t6nIwcqx3ZUuLCho+s+Rxb6rXVyX/SbSDuGDQBgLY1WF3Ih7qgD3VBP2qDPszbvxX7m+sBAHZBhMQLaAwH6BuNIA6DcLMfn1/6f2hoaEBWVlamwyHaGBLQbQAJ6MyTTEAngzEGf1UtGksPwFt2AA36u3dvBdRwYk8WAEjZLmT16gZ3r27I7t3N6LkWnW3Xc0ecWAgchydGXYA+7jxYhcSBPNvqD+HhNXON8652Nyr9TSSqiQSYomrC2izgY45TC34jL0aYK61oNDDVExHzJjumqnpcKpiqgCnauZau6OnasTmvUzUItAV8vLjmYnv1ec7Uw58ujQeMdA48L0CyWCCJIqwWCVZRRG3YDwUM4HmUuHPQ11MAu2iFIAgQBAE8zxvHS6vKUBvyAwKP/p5CjOvSCxzPI8RUhKAgyBQEmIKAqmBXcy28chDgeVgEAeA4MCEuzjTxGw0rhs3RlyOI9gAJ6I4NDeEmOhUcx8FRmAdHYR66jjvFSFcVBc0HKrUh4GUHDIHdVF6JUEMTqjduR/XG7TG+7IW5Ri91li6s3T2KIEji8b4s4jijMIbfrZkLnuPQ3eFBn6w89HXno29WHnq787BP770BAAvH4+/jp0BhKsq8tdgV6alurMZ+Xz1UasPs1HACD0HgO8z3RmT4PFNZVGwrUVHOTOfRPGaIcbUlW0O8tyzmWZz/ZPXF+o+NVU1SX9R/fDxK1Icam5cSlUFVZeA4zzTYD2B5K21/BPD5MYzlWBAvvBEvxk2jIeIFO3hea8jgeXBcNN/cQGGMHhBibTieAzi9PBdXN5faT9J0Xm8kEJLY6OnRRoT06QnncXVH6kBaX624vvhYaeQe0YEhAU0Q0OaDunsUwd2jCN3OHG2kK8EQvHsrDFHdWKYJa39VHfyVtfBX1uLQqk2GPcfzcHYrNER1li6qncWFtHBZB0RlDHub67C3uQ4LK3YCAHhwsJl6pQvtLsiqArtFwkBPFwz0dDHygoqMz/Zuxtu71hplJcGCgHICzt0lCCCuF7BjNAocDYwxTSgbgjoq9BN6+BUFqi7WYW6IUE3CPEUaGGvRJtqwodtH0lryrTKI4CFxPETwEMHBor/2NNYiJIfBVBVFNhcKJCcURTFeqqoax/u8tfCHQ2CqCicvwsmLCMkyZEVGWJahKDJkRYGiqpBlOdo4osbG0uI9j9gSmYXjosK6FUI+voHgjOceSrtNJEFkEvpFTwAAqrfvg6trLmzZtJ+yGcEqwdO/Jzz9e8akh7zN8O4p10S1Lqwby/Yj7PWhad9BNO07iPLFaw17jufhKCqAq6QL3N27wlWivdzdu0LyuKmltgOhgsFnEsDlvkZcv/AtFDmy0Dcr3+ip7uPOg90iwS9HbYscWfjHaVegNtiMcl8jypsbUO5rwAFfA8p9jaj0eyEz+mFIECcKWk8lB0HomEOL80zHPMchW7Qjxxqdp50jOfRjO17ethw1QW1Lr+v6jsIVvYen9Pvb1Z9he0MlAOD8bifh8l7D0BgKoD6oz9f2N6M+0Iz6gA8bq/ejIeg3NQgwk+A2NxKwxIYCszhX4tP0c8Z0PywmPdoIwQxxr9lraQllYtI1v5G4wPS4k9mYfZtiSpaeEFOkDma+J4m+EO9bSe8LrRk5xVg0ziOBRmcR7RgS0ARUWcHcW58DU1RIbgeyexQgq6QQWT0KkFVSgOySQmSVFEB0WDMdartBcjuRN7R/zDZGjDEEahrgNYaBa6uBN+2rgOwPovnAITQfOIRD+D7Gl+hywNW9K2x52RBdDohOOyxOO0SnHaLTYTrWziP5HWXIZ2dABcMBXQh/d3AXAIADUKQvQhahi11rbc+1OpFrdWJoTlGMn3d3rcUHpRsAANmSDacW9EK5TxPZtUEfzbAmCCJjqIxpC5KFfNjtrUlrO2fPJiyrLEOOaVG0XJPgrgtG96XPt7nQxe42vh/jeWjVp/A3att5XVgyBFP7jEBDKICGsF97DwXQEPKjIRzAisoy1Oq+LRwPlTFam+IIiIysiGkIMER9usaGuMaF+AYDk0/RTevMEO0XEtAE/LVeOPKz0HyoHiGvD1Vb9qBqy54EO0d+NrJKCnRhXagL7QK4i/MhSPQocRwHe74H9nwPCkcPMdIjwrppXwWa9h+Ed98h/VjbXinc5EPdtt2HXR8vWnQxrYlq0ZUouC1OO0SHfh4jzrVjGlaeORiAcl9DTNq6mv24buF/UezIQrEj2/SuvQ6Y7Pu6842VdAEgoIRR4WvE1n2leOjnd2HLijUQXXZthWGLBbxogWCTYLFZIXncOOmaC5A7uG/KVckj6UxR4d1bgWBdIyBwsHmy4CgqoAYcgiCOmGY5hFJvDUpbYfv53i1YU7UX2ZIdWZIN2ZIN2ZId2aL2XmMS29mSDU7RCqdoRTGyE3ztbKgyBPRPuw/CzQPGwRs2iWxdeDeGAlhQsRNVAW0fe7dohdMiwRsOwieHOr3kjoys4DroyAqCaAn69UzAWejBVXMehxwIoXF/NRr3VaJxbxUa91WhYV8lGvdVIVDXBF91A3zVDTi4fmdMeY7n4CrK1XqtS/Re6x5aD7azMAd8J/+CNQvrghGDYvKUYAhN5ZVo2ncQwXov5GY/ws0+hJv92nGTdhz26efNfsi+AABADcsI1nsRrPcecWy8JEZ7t10OWBxx4tskzg2hHpNvB2+hr5G2xCeHsLOxGjsbqxPyzPu+BhQZq6v2otiRhS72LNgEEb3deSjsacPdN96Ct3t1R7m/EUoojCwI6O3Ow48//ojtGzYht6QYRU4PGC8gqCRffZ7jOISafNgz7zvs/nQBAlV1AM/BYreh90WT0O+K8yG5acoHQRDHloZwAA3hQKtsPyr7HgsrdkbFti6ys3XhXa0PIQc0sc1znJ5vB5AT42t9zQFDQJ9V1B83DxgHQOtpbw4H4Q0H4ZWDaAoH8d+dq7GnqQ4A0N3pQV93npYf1vKb5CCawyHq7SaIDgL98iUMLDYJuf2KkduvOCEv6PWhcZ8mqhv3VqJBf2/cV4WwLwjvgRp4D9TgwIofYsoJkgXubvl6z3UhsnWBndWjEPZcmvsrWCVk9+6O7N7dW12GKSrC/kCswG72GQLbEN/NvrjzyLEPsj8IAFBDYQRDYa138SiuIV5wxww7dyXpFTeJcYvTDl4Qjrj+zoR5xe6t9QexVd/XVeA4FNrcKHZko5szG70vnIhhQ3OR21wPpqg4t0s//GrUuXjggQewfcMm3Hv7nfj9rQ9CZQzVgSb8vx+WYmPtAQBaT4tdEFEdaMauWf/D9nc+R96Qfhh4/UWw2K04sGgNfnx3HmRfAEPvuIo+O4Ig2g0BJWxMl2mJd3evw+f7tiJbsiFLF9oeXWxniTZUB6Jim+c4+OUw7BYRPMfBLdnglqLblr6/e51xPDKvuyG2zaiMoVkO4S8bvzH25B7i6YrxXXppIjscihHc3nAA1YFmhFTlaG4JQRDHABLQRKuwuh0oGNwTBYNjF9NijMFf6zXEtFlYN+6vghKSUV96EPWlBxN8ig4rsnoU6vOsC4zjrJICWGnuS0o4gYfkckByOYAueS0XSIKqKEkEdyrxnUyI+6AEtLm7SjAEJRgCalv+wZIKwWZN6NmOEd+OFMPT9WHposPeqYeSKYyhwt+ICn8j1tbsM9J5QQAEAZt81fjDkjmYu2g+eEFA71GnoDkchF0QUWh3x6z6Pb6gF+4cfDpWrFqJKYumo+/AAfjtKy8i4LaivLkRpWePx6Lpf8fuT+ajaPxwFIwcBKaqtP8qQRAnFCpjqA/5UR/yt2g7Z88mzNmzCRaOh0u0wiVa4bZY4ZascFmsqPBFG6Frgz5sqDkAt2iFW7d1WCRNeItWhNToqJ++Wfm4oGRIsioBAH9Y/yXW12iNm6cW9sLlPU9Bk97r3RTp4dbPN9aWx87vBqNtEgniGEECug3pl10Nm6sTLrSVA6BvNoBsAP2MZFVR0XCwEVVlNaguq0V1WS1q9tSiuqwGdQcaEPYFUbNtH2q27Utw6cx1IL9XLvJ75SG/Z65xnNcjB6Itce7lj8fu6jou2RwAh/46fFRZQag5gHCTH6GmAELN2rt2rqc1+RFu1t4NW692HGryQwlqwk0JBKEEggjU1B/x5VgcVkhOGySXHaL+LrntkJw2iC67kSe5bBCdep7LBslph+iyQXLaTngRWNeUOKSaKSqqg81Y/dlcbFuzHiXnjsfb/lJ8uOgtZIk2dHNko8xba9g7eAtCiowv532BigPlmDlzJm4ddx5UfWuZxzb+D9vHnYKKpeth3V+LK6cM1xcya0SFrwGBFEPCCYIgTnRkprYoupcc2o0lh2LXNRE4Di6LJqgr9WHhALCjoQoflm6Ay6KLctEKlygZtk3hoGFbaHOhf3ZBynofX/elIaAnFvXF3YPPRLMcihXbuuD+av82lDVp3/s5kh1d7Vnw6r3ezeEQ7fZAEC1AApo4ZvACj5xuHuR082DAhL4xeXJIRu2+elTrgloT2DWo2VOHxkovmmt9aK71Yc+6/Ql+s4uydFGdpwnrnrnw5jG4i/LAW2g46fGCtwiwZTuPauszVVaiYrvZj3BTACGvzxDY4Rhhrh97/THCXQlpIlz2BSH7gvBVHUVPuFWExSYZ7xarqB3HpWvvIgSrlJBnsYoQbCIsVkm30Y7NZQXJcvymL/BaPQeXbwQAdD9rrDF3uTEcQGND7NzCj/dswqf7t2Ltt5+DAdjhVDB37xYU2d3o7spBua8BWb2KYcvJQnjPQUzO6wtPX49RvibQbAjqD0vXxyzwQxAE0RlRGEs6l/uHhkP4oeFQq3wsryxDua9B6wG3RHu3I+fm+d0ui9aZ47RIcFqkhBXMV1ZGF4odmd8ddw8+MybfL4fgDYfQJAfxxo8rsamuAgBQ4vRgZF53fYi5SZTrxyS8ic4CCWgiI1gkCwr75qOwb35CXrA5iJo9daguq0GV0Wtdi6qyGgQaA2ioaERDRSN2rSiLKccJvDbfunu+toiZaVi4syD7hO9d7IjwFgE2jws2j+uIfShhWRPXRs+3P6FnPDY/gHBzbA+5EtJ6TZVg2OgVP6ZwnEloJwpss0jXRLxJqNtEFA7tjYIhPVusJrKSdtW6H1C/Yw9yTuqFLH2+farVt8FzUMHQUFUNQRKxpvkQtv+4IsZe8mSBl0QcqKjAN3u2Ygj6oNiRjWzJjjybE3k2J07OLcb7u9cbbq/pMxKnd+ljiOvo/tYNRq8JQRAEkZyqQJOxqFlLfLZ3C+ZX7IgR2mbBbZ4jLqsqyn0NcFu01ct5joPdIsFukVAIF3gu+ttpQHYhbkoyvzvC09/Px7JKbW31QdldcGGPIaY53bGCe29zHbymHnaCOJEgAU20O6xOK4oHd0Xx4K4x6Ywx+Or9Wm/1nthh4ZWltVCCYW3+9d5K7F+2NaasYBWN+dXubvlwF+XCVZQHd3EunF1zYbHSljwnKoJogZDjgi3nKER4SEaoyQ85EIISDEMOhCAHw1D0dyNdF9jx+YadKT/+XQ6GwRS9dZ4xLS0QwpH8fBhx2+RWCWioDBA47P1mGYINTRhy2xWw53sAIGUPeCRdDYYh2K3g9e2qzPaRldfrfU149ccVsFVpiwc6LZK+9ZYHWTJQUVEOXtS20CqSnChyZKHYmbi1jF8O45fLPkSdPizy5JwiZEt2bU/ZoB+1QV/MPG2CIAgiNSqYIVgrWpjivejgLiw6uAsAwAFwWKQY0b3bG90RotLvxcKKndE54LqdU5QgcDya5ZBhW+zMxmldeqes95lN87H0kCa2R+eX4BcDJxhiuykcxEvblqIh1LrV1wnieEMCmjhh4DgOzhwHnDkO9BwRu2r19to8+Kob0RBZwEzfiqthXxW8B6qhBMOo21mOup3lSX078rPhKs6FuzgPrq65cBXnacfFuXAWeGhoeAdHkCyw57pbNjxKVFlJLc4DYSjBUEqRbs7P6VvUqvo4gYevsgY1m3ZAdDmQd8pJLZaJ9DSrsqz7SHz2VVmGGpY1cWzKb5ZD2NFYjR2N1djy6kfY8d4XRt5c/d0iirBIIqxWK2ySFTarFZLVikOhZnCiAF6wYHd2LnLtLlgsFoiiCIvFAt4iQOU4qDywxVsJxnHgLAJy7E5IooQQVAShQuG1vUl5iwBOELRjQTvW0njtOJKXYJe8LGcRwAu8/h7nxyJ0+h0FCII48WHQvseb5RDgT9wic1NdhTGc2wwHwG6REDKtgbG9/hBe3rYsdtE1Uy94fTCq7LMlO/JtTuTbolPC/vXD0ja9NoJoS0hAEx0CjufhLPTAWehB8egBMXmqrKCpolbb03pvFbwVNWgqr4W3vAZNFTWQ/SFjj+vK70sTfQs8nF1y9F5rk7jWe7DteVn04/kEI+Xw5WMMbxH0hczsx7yuyDXu+3o5fIdq0P/Kn8CWm9j7m6QgoIvTcGNz0qkPoYYmKKEQbDlZ4MUU/0ZUps2/VmNXgZXDYcjhMALNPqSarV6H3SlyEilrteUxhueiYtskwnldaMcKeB68YDHZ8UnLxpQ3C3he92MxCXiB19ItqernwVssMQ0F5pjM9XMCD44XwAkcOJ7XXoIAjtfPBT2NvvcIgoAmvH2m3mcA2O9rwP5WbCcGaPO7S701UYFtsaJJpuHdRPuFBDTR4eEtgjF8G6fF5jHGEGxo1sR0ea0urmvgrahFU3kNmg7WQg0r2nF5TVL/giTC1TVHF9aRoeF5cBXnwVWUC2uWg35oZgBfdQN+/GwFyldtR6CuCZLbjvxBPTDg4lOR269bi+UjApSpKhr3VSFQ3wRO0BZOc3bNgZBKOLYz9s9fCQDo8ZMJEKRWTFXQn1Vn1wJ491RA9vkBeMAYAxgDx/NoLDuAcLMfWX26G0O84xly2xUYctsVYIoKVZahhGWwsGz0XqthPU2WocoK1JAMJawNc2eKAlVRjGNeAey8ABt4iIzDnsYaqLKWPyy7K/IlOwQV4FQGWZYRDochyzKCoRAWHfgRqu6njyMHLl6ELMsIhcMIhIIIhEMIhkIIhUOo8TVpflUVUBSosgpVUfQ0/V1OsSeryqCqMhDuRKuQ81GBzQs8YIhtHrz+bqTpNhyvpwl6gwMfSTOfc0BE1OvnyUV8vMjnE4/NacnSDyuf02OIpJvOY2LkqfGBIA4DnxzCbm/y31gE0R45MX4BEsQxguM4YxGr+D2uAYCpKnzVjWiqqIG3vFYX15rYbqqoRXNlHZRQGA17K9GwtzJpHaLDauq1zjV6ryPHoqMTbn12jKlYtwOr/vYxaneWI++k7sgb2B2+ygbs/Hwldn+1Bqc+cCX6nDsyrQ+O4xBuDmDHvFXY+sEirQGF4yC57Rg05QwMmTrpuPQkHykcx6F88Vo0H6xGlzFD4eiauGBfqnIA0GXcKTi48nvsX7gKg268REvX8yqWrQcYUDhqSMwQ7qT+BB6CIEGwSkd3QSb6m46DAA7oxxIvINfqQJ7kQI7VAYdFRHN5dJO7e4ZMxMj8ErjFxL+5sKrgqvlvGOcPnXIOTi3shZAioz6kzcOOzMmu9nnx8e4NkGVN6IsMCIZChlDXGgBUMNl0HGkU0IW/cayqemOAuYwKVZH1xgcloVEhYm/40X2p8Y0PcmxDRGz9plhlk181Yq9qDQnpUJlmDwW09u5hkqbxwRDeHKfZcZzWqMCZhLopT3vXGx44zhD0xjEXOdbtBT7WPs6/2YfmnzfZcEYMMf6T2EZtYvOMa+K0hgakiSXmWpLGEomTj7sfcTGaYzfZxvqJi5fjAA7gYLo+QI8BAPTy0O300TpGDHq6ETtBEB0GEtAEkQbz0PAuw/om5KuyguZDdfpwcH1YeKQHu6IW/ppGhH3BtPOvrR4n3EV5sOW4IDqsEB02/d0Ki117F502I89il6I2ThtEu0QrjMex47OVqN1ZjvG/uQIDLh4PORACJ/DYu+h7LH/6Q2x9fxEKBveEuzgvrZ+tH36HdS/PQ/7AEgy9/yyIThvK5m/Ahte+Qsjrx5hfXar9+G2nlM37DmpYRt/Lzk3Z+3xwxUbsX7gKXU8dhm5njjaepW4TR2PX7K+x88Ov4OnfE57+vQAwVK7ZgoPLN6LL6CHI6t1yT/7xJKQqOOj34mCSuXsA8LctiwBoQtsj2ZFjdSDXqoltKx/779AmaPdLEiwotLtRaNoGJqTI+HjfZlj0UQgPnXIORuWXoC7oR50htH2G6F5QvhMqYoeynygwVRPSEUEdPWaaAFf1Y1U1RH3MuSlfVRRAYYYfVVGMPKgRUR+tx0gz12s+TxZXTL45RhVMSRGzYZvEp/m8pfy4GNJCjQ+dDy5OmHNcTBqni21DmJtFOsdppzyvJycX78n8xdaTJI6YBoKI39R1xPuL+jqK64Oeb7q+ob+4EqLTcew/F4I4AkhAEx2CAZ6qzFWeD2BILoBcAP1iskL+MOrLG1C7vx51++tRd6BeOz6gvfwNAQTrmxGsb07mudVIDhGSQ4LVIcHqtMLqlCA5I+cSJD3NqqdJzqid1SlpZfU0ySGBj/wDPQx+rC84qmtoK+RgGE0VNXAUZKPLsD7GvGMA6PvTMdj1v7Wo3Lgb/lov3MV5CfOhI+c1P+7Hj5+tQHZJAc566ma4uuZqPn4yGvN/9xq2fvgduk8YjG5jB4KpartoxMhxRZ+j2p3lqFy7FY6CbPQd3w0Wa/JnbOcPW7B//irYbAxDJw+KXocLGPd/F2LtS59j9RP/Qt5JJVBlBTXb9yOnT1ec+fAUuDxB4IjWEc88YTSiUgEqfQD0XbTMC7n/fcdHsOwUkC054BGd8EhOZOvvFk6IudcFdhtEXkCh3YVCe+xq8CFVxrrGDcb5nf1/hr6urqgPN6M+1IwG/b0+5EN9uAmb6/ecAFJb/1GNzD/z7ZmIMNd69pkhsKONAlHRrprEuaqoANO+i5iqAoxBVRjA9DKMgalME+H6MWN6AwFjgKqa0uPs9HphPo/4Y3o8qcoyVZ+qEFeH2V/SeuLqMOUnTY/Um8qmpTribRLS1dhrU1LEx6CtCdFmD4R+TyOnbee5QzL+7vNhd524dynE0QriHRkS0ARxDJHsYsr9rgEg4A0Y4trX4EfIF0awOYhgc0h/BaNpvhBCelrQF0aoOaj9qAIQ8oUR8oXRhKMT4kbchyPIdQFeg4LE3vMM9JBbrCIklx2+qgaEmmL372iurEfj3iq4uxekXHWbqQycwGH/sq1oqqjF+N9cAVfXXONHriBaUHLaYOxZ+D1qtu1Dt7ED24V4jienT1dc88UfwQFpt2nrd8FYZPfqgpw+RQnX0eOMk+Eo8KD063Wo3bEfnCBgxK0/xeCpkyA5bcf4CjKPzBTUBL2oCSbv0Y7w562zkC06YkR2RHTr/UYGeVY3cvVXPEEljDtX/8s4v6nPOShx5GsCO9yMBtN7XagZe30ZbDgkWkQbFgzaxeEEJ7L+g1lQGw0MEVGs5zHTeSRfO44KcqYvrGiIeOg2EQGPiLgHYOSpxrlmB5NdbH1aPab6zPnx9cHcUKL7Z9AaSGCKN74+mOJNV1+rzs3lovfHYqfpbUT7hQQ0QWQQm9uG4kFdUTyoa8vGcTDGIAdlBJtDCPmigjsivltMiwhyPe1YCvLIsPOY4efGEHRrVHSb8+KGs4sOGywOa6sE+cApp6NySxm+eeAV9L9wLLJ7dkGw0YfSr9cBYBh5+2Rj+HaquWm1P2oza81bRkUWDvP0KYIjLwu1Ow4g2OiDNav9DTPjeB62bGeLdjl9ipDTJ/m2WIwx5A8sQf7AkrYOr0OhMBW1oSbUhppatP3H9s+RI7mQLUWEtgMeyYVs0QE1rreruyMPvV1dkvqJF9tX9zgdXew5hsiO7d3W0giCOHyMIciZDoQgiHYDCWiCOEHhOA6iTYRoE4G8loVSSxytIG9oZJD9QYR9AYR9QYR9QTBFm90n+0OQ/aEWImg9FruEc5+5HUUj+yfN7z5+MM579hdY/Phb2PLeIiPdmuXA6F9ejJIJQ1L6jsz/aq6qB2/howuFmYS2PccNwSrCX+OFEgq3wRW1T2jhm7anPqyL2Vbo2Td2f4s8KUsT2pJT7+V2wSM6EGaxq4EPyOrWarF9UbexyLO6UR9qQn3Yp4ltXWQ3hn1QGM3KJQiCIIhUkIAmCALA0Qvy+DnQjDEowTBkf8gkqqPiOv5cTpaWRpCn20Zq7+LNWP7XD1B4cm+Mu38KHHlZ8JbXYusHi7Dxjf/Bmu1EjzOGJhWIkTQlGIbotCVdPZoXBQAMSliOEdbxbHl3AZqr6o39dvmYfX9Nx5bofr28eb9f3Y6LL5vEPpVfTqAtc05U9vtqsN/Xuq1dZu1dikJbNrJFp9a7HRlKLjnhV2Ibr0bk9EavFGK7SQ7gV2teNs6v7DEBhbZs+OQgmuUgfHIAzUoQPjmIJjmALQ17DVsONK+TIAiC6PiQgCYAAKrKjmjhKIJIBcdxsNgkWGwSbDmulgu0QLwgt+dnJ7VrrqzH8mc+RHbPQoy95zI4Cz0AgJy+xcjtX4y5P38eK5//CAVDesKRl5W0Ho7joIRkgAG8xbTyqI4qK1DCCgTJknYV7t1fr0P1D3tT5h8vuMieuhbtnbeYzxPzIsLcLNZbFv5xDQDJyrayoYDj+ag/0367mk106x9e0BsIIuUj7+1wTvqx5ofG/fihcX+rbL+sWIcuNk90vrYuuLNEB/xy7KJwg7K6pxTbzXIA/2cS2/cOvBT93F2jYlsJolkOwCcH4ZX9+HDvUsO2h6MAIi/odgE0y0Hq+SYIgiBOCEhAE1BVhhkj/gx7lh2uAifc+S648vT3fO3dXeCEK98Fd74LNreVerSI405rBfmhDbvgq2rA0GvOgqNAE9mRRU9cXXNRNKo/dn+9Dv7qxqQCGowBHAfewiPk9SUVY4GGZiiBEGw57rQ94f0mj0XR6P5Q5egev6ppb9+Y4/i8yN7AcmTPYO1d86Mfx+VFeugTLklRoSgq0Haj6Ns9MY0GfKzIjh4nEejxYlwQwPFcTAMCx8f7iC0fEfiRRolW+Tc1aBjljUaCJP4tpvxI+YRrjNQdOwphVc2O5PcMgE2IHXHxyf6VyLW64RSscFhscFiscAhWOC1WhFQ5xtZlscImSLAJUsIiac1yIEZAX9ljAoZ4esTYBJUwmuUgmmU/Zmx610g/LX8g8qxZ8CumXnCTQG8I+w7r2SAIgiCIo4EENAFfvQ9ySIG3ugne6iZU4FBae0EU4M53wlWgCWp3flRcu/KccEdEeL4Lkj316r8EcSwINWtbR0SEKKevgKvKCgTRAjmgqUhOSNEIpAsNV1Ee6nYfRNin9chFVgjleB71uyoQag4gt18xhDQrXA+64oy2uqxWEdmSJaUoTyLMVVnbCze9wDfbpxb/kfJJ7Y28RPvYRoPofsCqsa2PYuyvq5re020x0xkbDdKRXPwna0zgNcHOa8ef8pFjLprPc/orKug5nsN3ljdgESwQBQskiwjRIkLSXxzPY3+g2vD7ZO565NmzYLWIsFokWCwWCIIAQRAgQ8X3FWu0hgKeQ5fiOgRd+eB5HoIgwCUIyNZtOd6OV3cv0faxFXic0WUIujnzEIKKMJMRgoIwpyLIZIShYKt3Hxin2dpECQwMCq+vfcBzWmOLcV2m64xJi3unBmWCIIhOBQloAg6PAw8v+jW8VU1oqmmGt7oJTdXau7eqGU26sG6qaUbAG4QSVlBf0Yj6isYWfVudki6uncZ7bM+2duzKdUIQaasP4ujx9OwCi13C9jnLcNKlp0Fy2cFxHATRgvqyg6jetg+CaIEjxRDwyI/h7uMHYd/SLSibvwHDb/mJsRIrAOxdshlMZSgee1K72qKG4zhtGHQ7iulYErPPbozgVuMEt2LssxvtwTfvu5tcoDNVNRoYmMoMu6T+VWY0HMTs7Wv4Z0Yc8Xv+Mjm5/5jyarR8YqyR/NRDoI0GhXbCVixq2UhnFea02nbBEcRytMSI7IjoNjc26CMAzGmRURHguOgoCLNIj6z8zGnCnkNE5PPaatC6jWHHR+wBjuMBDrF+eG3vbs1O/67geeMYcb60Y8SUi/URqT8SS9SXEbPZnynm2Dp0P/oUMs03r10HH38PYuNP8NPKa4zxyyHGJuZ6OS6hbPReQ9uiLuZzgOm+RD83JKsz5bVTgwxBnAiQgCbA8xyyCt3IKky+L66ZcCCsieyqJnirTeK6uhne6oj41vIiKzoHm2tRs6e2Rd8Ojz0qrvXe7YjQ1nq2tXOHx0HztYmUdB3ZD12G9cGBFdvw6U1Po/e5I+Es9KBxfzX2LNwIX1UDxtx9sbH1VEQkdz9tMHqdNcwYst37nBHY+v4ibHrrG+QP6oG8k7oDYChf/SP2LPweRaP6I7dftwxeKUH77MZijECIF+i6gI8R6EbjQAqBrjKjgSLii6nMaKQAY1CViI2er+/hGmlAMI5ZNE2NzzfbxadFriFFLMl8SBDAMw4cA6Ay46XVraI+2Gz4cPASOBVQFAWqqkJRlJiXrChpRzkY911lYKoCQGnRliBaRaRxIkZkmxo1uFjhHtuIgJhGB03kRxtW4hsPYkV+kgaDuIaUSENyQkNPfBxx6fExRhtXzDHq/jng1PuvgNXd/raIJAiABHSbMspZCqergw9ZdgHIB3ASoD0+Hv0VC2MMzd4w6qoCqKsKoLYqgNoqP2orA6ir8uvnWl5ddQCqwuCr98NX78ehnVVpQ+AFDjn5NuQW2pBbYEdOgQ2B7K7GMHKjt7vABatTotbc48QAT/rP7XjS+1+XYMnrXbD2443Y9J+vAWhTDwr65OP8Oydj+EUDIdq01Y13bd2EXV+sQpYUQP/LukUbZzwAd/+Z+PrvC7HgtzPR/eRiKLKK/d8fQH7PXFz/1HnILazL0BWeuEQWaSMyCQdA0F+dG4m3wsbbYBPs2ou3wybYIPIS1tatMBoFJuSche62nhAhQmQSJE4C08W3LIfx4o9PG0L+rPyfobe9ryHE48X5O6WvISgHwRjDye6RKJa6wR/2IxAOICBr72E1jLAaxs7GbZBVGYwxuAQ3LBAhK1peWAlDVsOQFW0uutbAwQCmN6boscefa9NRYBwzlYEh0hCgTVXR7BFTXk2aF/UZk2Y6Tx6LqT5EfKSzjzs328OUZzpPfu0w+Yq99oR7oscZH5/5POn9aIul6M11t4G7E5Gpj5wBt+foFyDNFAFLsGUj4oSFBDRxTOA4Dq4sCa4sCSV9kyzUZEJVGRrrgqit1ER2vOiuqwoYeY11IagKQ80hP2oO+QFEBMzupL5FmwWuPGesuC4wDSWP9GznObXtm4gOgWi1YOJtp+G0G8Yg0BREOKCtqC05xISRFiMuORl5PXPQdUBhwsiGoecPRFYXNzbM3YyKHw5CtFkw6fYJOOPmU2HPth/PS2q3lK3di63f/ojyHw7i0I4qNNc24yf3no0J08bBIsUKtIh43vD5Zmz4dDNq99fBmePAgDP64sxbxh/2NA5VZdj6zTaUrduPsD+E3JIcDJzYH136F7RcmCAAhNQgQmoQjXJD0nxt6DWH5Y2LgLhZSxIvwcrbYOVt8BRF/88F3I2osR6ETbDBxtvhFBzGsVWwoVtOESIbfp1XfB4GZQ1NGd/zP/4RQVVb1+GnXS/BcM/oBBuVqQipIbxS+nc0yV4AwHDPGPR1DjCuL6SG9Jd2vs27GUFV+4HvFFyQeMmwCTNaOOBoSdegEBHHkXU1YoR9fOMGMzUCqNozExX50QUyzcLffJ60ASHSCNCK+FoTM0x2yRoz4hsmovGlv2ar05qRz44gWgMJaCLj8DwHT54Nnjwb+gzypLUNhxTU1wR1ga31ZNdVBvBDuWQaUq69B5tDCAdk1B1oQN2B5D+OzNjc1thh4/HztfVjZ64TgqXzbZNzosELPKxOa4v/hLsOKETXAYVJ8xhj6DGsG3oMo6HaqVg9awPWf/I9JKcV9iwbAEAOJw5ljYjnOY9/gTUfbUBWoQtFA7ui4WAjvv3nYuxaUYbrXrjC8NESIX8Yn//la6ydvQEOjwP2LBvWfrwRG+Zuxs9+cw4GnN63Ta+TIOKJCE5vnLLe7t2K7d6trfKxsOp/WFe3wtQDboNVsEPiJYicJmoj+ORm1IaqIXISJN4Kq6B9t/EcD5tgQ1gNG7ZdrEXo7x6Yst7S5p2GgB6bOwHj8k438pguyCOvD/f/F/VhbRrWANcg9Hb2R5iFkorzfb4yw6/IieA4Xr+GztWPap4fThBEx4MENHFCIUoCCoocKCiKnRezqinxx3LIFzIWRfNWNZsWSGuKztfW53IrYQUBbxABbxBVpTVpY+A4wJnr1Hu2TeK6wAlnjgP2LDvsWVbY3DbYs2ywuW2QHCINWz0Boc+sZcZfNxpn3jIeXfoXYN2c7/HRo3PB86Z5bjocx2HTVz9g/affo9eoElz62GS4811QFRULXlqCJW+swIp31uDMW9P3REeE+IKXFmP1B+sw+ooRGD1lOGxuKyp3VuGjRz/H7Omf4463psFTnHyhOIJoLzSE69AQbt1UkO+qv8F31d+YUjhIvGgI6ohwBYDNjetxMHAAEm/VX5L+suq2AcNWhYqAEoDES+A5HhzHwyrYYBW0xiyG6OJzxfYSjMgZkzLG10r/icrgQQDAmNzTcGbBuQCQtBf8fwfnojpUCQDobu+J3s6+COp2YTWkDVNn2nFl8BBC+vXx4I24CYIgMgEJaKLDIjkk5Dok5JbkpLVjjCHgDUbFdVXsSuSG8K5qRlNtM5jK0FSjCXL82LpYeAsPu9sGm9sKW5YNdrcN9mxNXNvdNtiyrBBtIiySBRZJgCAK2nvcuUWyQBBjzyP5gmShnnHiuNN9aHH0hIO+1VeseFZVBp7nsPK9tQj7w5j84LnI75lr5P/0/rOx5ZttWPrfVTj1mlFph8dzHIem2masmb0RuT1y8ZN7z4IzR2tQK+yTj/ryRsz769fY/PU2nHbDWFpwkOjAME2QIoRmpSkm54B/Hw7497XKy6Kqr7GoSlsrwsKJhtC28laIvGQMCwe0nuuQGjKJcSlGoPuV6J7cIh/dUzwi3M3wXPT/VYmjJybkn5Uyxrf2vIL9/j0AgBE5Y3BelwuhMBlhNYyQGoLMwsbx/MovUBE4AAAotpVgYNYQfU55SBfkYUOkVwQOwKc0x1y7Ziejs/WaEwTRekhAE50ejuNgz9J6iwv75Ke1VRUVzXU+TVzXaKLaaxo23lzrQ6ApCH+DHwFvEH5vQNsPV9bKNdf50vo/6mvhuVixHRHfYvTcIgrauy7GNVtdgEfOdUFuto0X9uayyYR9jC0J+05BZH6bMXxRh+c5BJuDOLSjCvm985DXQ2vUisyJ4wUePUeUYMNnm1B3oKHF+eU7l5XC3+DXe561XjJVr3vEJSdjwb+XYMvX2zDmihGwOqV0rgiCMCGzMGQlbIjKePb4dmOPL/maI/EsqvoaS6sXJBHampg297wfDJRjbd3KGDuREyHyEkRejOkxFzntb1rgLBAEC2xC7PeFyEfXM+lqK8LY3AkpY5y1/23sbNoGABjoHoILi6cYeWE1rN0PVYbMwvj60OfY3bwDANDN3gPjcicgrMqQWQiyLuZlJkNWw9jZtN3oXXcIThTZuukiX/Ol2WvlgkoQKq3gThAnFCSgCQDAvPd2wZUlwZ0twu2xwp0twe2RYHdaaBirCV7gjSHbRejSoj1jDGF/GH5vAP6GAALeAPyNQe3dG0CgMQB/o/YeCoShhFXIIRlKSNHewyrksH4eVqCEZMghBXJIgaKfm1f8ZCqDHJQhB2UA7WcFyARhL/KGQI8V260Q9ubGAN2XIfDjy8b7F4UYW16gPTfbksjCMPE90ABQXVaLkD+MXqN7gBe0BpXIAk0AUNAnT7erQfHgrmnrqdh2CKqsotvgrkbjDM9zYIzBmeOA1WXFoZ1VUNvRvscE0RmRmQxZkVMK8gilzTtR2ryzVT5X1S7Fhvo1EHldYJuEtshJqApWGraHghVYUbPYyIvYRQS6T4723Atc7E9ikRchQjQWqzfnZ4seDHAPThmjV240BHSxvQRXdL8upe1XBz/F+vrVALSh7JcUX6XdN6avsm4S5983rMXOpu0AALclC8M9Y6JCXxf7Yb1cdajKaKQQOAFOwWX4DatyzNB8giAODxLQBEIBBc8+sCppnmDh4M6W4MqWDFEdeXdlS8jS3w3RbbKRbLRFCsdxkBwSJIeE7C7pVyM/EhhjUGXVENSa6FZizqPHUQEenxcR7HI4la1iCHvjPImwN5c9IYQ9B2OYvEWygLfw4AUevIWHIESPeeOYMx1r70JMfuKxYElMT+s7Ui6FP17gIYgp0i2p4zCOj+GQ5ohg5YToXqERmut8UGUFTo/d2GvbjM2l9ST7GgItbnXlrdZ+9LoLku9d78i2o/5A/ZFcAkEQ7RwVKgKqHwHV36Lt4Qxl39iwBhsb1uqCXISFs8DCixA5ERZeRE0wulVjhX8/vjz4KUTdxsLF2teGomuphNUQKvwH9LyIvUUrw1sgM9mwtfJWuMXUvxXKmncZxx4xBxPyJ6W0XVj5NVbUfgcAyJcKcXPvu2LyFaYY4ntV7VKsql0KQBPmk4suM3reY3rOVRn7/GVGY4fIiejrOsnoeY/tZQ8joPhj5uYTREeBBDSBUEjB+HO7wdsQhLchBG+99gqHVCgyQ31NEPU1h/8FaLUJcSJbMsR4lif+3QqXRxfmWSIEgYb8tgaO44yh0+2JiLCPEd9xwj6apwnuWNv4nnhNqCfamvzFnUeEfcRXUmHP0C6F/bGE45BamCcR+84cB37++vWt8h3ZUoVPIpBVReud5i180h7qeB/pUELacMf4bbIiRHq10w0u8FY3QQkp4PRRCByvNWBEj/X0JGkEQXRUmDZPWkm/lVdduBZ19bWt8rjHtxtv7nkpaR6H2O+Tff49eK30n7AkFfEW7PftNWyblWasrVuhi3cRIh8V5SInwmvamo3nBMhqGBbT8HaBEyAIAgAbLKbedbvgQG9nv5TXs6KGNwS00+LCpd2uTmm7tm4lvj401/B7R5/7jCHssho2estlJmNX03asrltuxCZyUqsaSQgiE5CAbkOGSnVwSyfgLc0HPn07dh9Kxhj8fhUNDWHU1YVR3xBGQ72MuvpwTFp9zLuMhoYw6uvDUFUgGFAQDET2az48srIs8GSLyPZYkOMRke0RtfdsETk5IjzZFnhyRN1GxE88B+DxiHC5BPqBmyG+D+W2bJQSC47X15EiqwiFVISDCuSwinBIRSikIBxUoShao5GiMCiyGveuNwrEpZnLyOEkPkw2agq/RpkYfyY/yfwm1J/oIxmMQfMXbt3wvdxCG8a6dqXMXzm/HKsXVWDHpjrs2FQLpjI0fv8DxjhzYhrCpNxKACoOrt2Bd28uw6H92pDOnv2zcfalPVGoaHMcB+fVY5w7/RzL+Q4fNgHoHtiFrS+vxPqlhxD0K+h5UhYmX90XYkjzPSarDHZn8v3dH/rFAqz57mCr7kE8vMDpK40Dgr7iOM9H04x8joMgRPJhrE7OCxx4Ti8fyed0gW740qc+6KLdXGe0Lk6vP7bOpPGZ6kwan8CB52DUz/EAz3EAF42bixxzWnzgonHG2mqNe2Z/SFOWg+neRPI4k58UdRh+ubj4eK3umPj0RpuY+ExlEq6Ti6uDp8YTIkMw/aUCfSTtpbELDc0rUxZzAhjritp+V74IAAeeE8FzEgROAs9J2rnixVhXPQDAwh3Elpp/gudECLzVZCuChwQH22z8T7AJ+agLbNH9RH1G3vMtlTG2VsEKK5JvLSmyUnBhzdbCu8CBR1htTGp7ItDMwi0bEScsJ6DaI44HHMfB4RDgcAgoKmrdvqwRVJWhqUnWRbYcFdn1ca8keU1NWs9SY6OMxkYZaN3IKwNB4ODxWODxaOI6KrI1IW5Oi323wEZDzjsFgoWH3cLD7ujYX3+MMagqS94goIt5TfCnF/W8kF40fPjyNmxYdgiuLAlWm4BgQEm6eK3VJkAJM5Rua8DQMfkYM6kIQb+C1Ysq8P2qShR0dYAxoKiHK7FwHLmFdjAGvPjIGpTvacLAEXnIKbRh6Zf7sXphBUIBBXld7GlHsggiD9HKg6nad5aqtH7FXVWJ2tNPpM5FrNjWehBjRLpJfHMmER5ZWC+mocBUluOijQQcB5NoB6CncTD51W0ix9F3ffs9/TgSEwdTfqQxIHIOzpSO2DqT1IEUfmFqlDBiA+J8m+pN4tdoYEHyOo3YDsOv+XoiDSkx9yvhPif3F39N4JLHH/GBJPXHxBqpx/CXPObIPU6Zr9sg3n98bEh9ryId4dr1ebGX+zJ5zFxszBy3D+UVjyQ8i+bri/j3cYfwTdMvIfCawBZ4TaALvAQLLyGgViMcUsBxHBgfAs+rRlwE0d7o2L8giYzA8xyyskRkZYnoeZhlw2EVDQ2yIajr6sNoqDeLbNlIM/eGNzTICAa1H/81NWHU1Bz+z1q7nUd2dqyoNkS2R3tpveGWWHGebYGFVpkm2hmR3kXhGLcL3XT/yfD8aQy693bjD3cswaLP90V/4Jko6uGCM0uEHFbxx9cnwmoXoCoMvuYwfn/Td9i+sRaChUPvgZ4W6+w/NAcAcKCsCff+eQxOO68beAuH2ko/HrpuIXxNMk4algdBTP3r66k3JiakMaYJY1VlYCqgqNoq4RGBzRigKGpUdBv5MI4VRU/TfcXbKpE0I5+Z6okMdTfVaeQnqVO3NepUo7FHYzbVGR8H068zPmYG45ypMOxUVS8TyTfn6Suqm8uCISYexqINOyyuLJjuL1KvqQ4jTy8b45exmPjAorEkKxvx24qZAkmJrPZ+OA0uBEEcPh+uuxS5Bel3ZCCITEECmmhXiCKP/HwJ+fmHt/WMech5VHgf3pBzv1+F3x/EwYOHPxfW7bYY4joy5DwqvOOGoevvNOSc6AgMHVOQkCaIfMJz7cmzYfI1fTDr5e2Y9+4uXHXHIACA1W7B0DEF2L6xFl26OWG1xTZGhUMKeJ6L2Qqta3cnAECyCjhzcgmycrQhgZ5cG3r0z0JtZQDZudbD/tviOA6ChQONRekcmMV8vPhmcSI9KtpZTGMAM8R5moYDxNWhMqOMueGAxdVv9s8AgCGmnN7uoPnQ86CnmRs6GGLzInFE/MY0Kpj8Gj5YbJ5RHnH1sGiMLJJvupaY+hFXj2quB9o9Y+bypvpTXadeDi34jb9/hh0SryHGLt53/PXqH5LZb2Q0Tvw9iNaVaB+bH+c/RV2I+4yT3ssW8tPVxYwLSX39BNGZIAFNdAiO5ZDzqABPPeTc65Xh9R75kPPsbBFOpwCrxEOy8pBEHpLEQ5Q47VhPEyUOVomHqOdrLw6iyMNq1dKtEgdR4k3ltPNoOc4oGy2npR3LFZqJjsnXH5Xi+5VV4Hhg+yZtUZ0d39fin4+tBc/zGDOxCGMmFQEArrt7KJZ+eQCv/vV77C/1YuCIPOzd0Yi5b2l7q/YZ7IkRvQ21QfzhziXIzrXi0f83wcj7YYO2wm0oqODp+1fiZ1P7wOEWsXFFJTYsrQTHA5UHmqHIKvgUC40RRGSUBrWYEETbYG50SSm2kUSgJ2lscGUfXkcKQRxPSEATnZ62HHIe08udYsh5fb1mf7RDzo8FFgtnCPWoQDeJdInXxTkXFfW6CPcKNogiD1ESYNHFuSjxpmM9XeIhigIs+hxUUeRhEXlIer5FbxyIHkf9CTRUvt2xaVUVvnhPW/gl0guxb7cX+0u9ALRe4oiAdnsk/OWtSXjt6e8x/5M9+PydXbDZBWTl2lBd4cOE87vHfMb+5jA2Lq9EPGU/NoDjgHMv74Xl3xzA+mWHIFg4BHwKJvykO7asrcL+Ui/1ihAEQRxHjDnPNHmZ6OCQgCaIo+BIh5wDgN+vxMz19vsVhIIMwZCKcFhbKVp7MYTDKoJBczpDKKwiFFQRDrOobVhFOKT70M8Ne90mHFYRCmrl5biVmmWZQZYVoJ3uHMHznCa8dSFu0YV59DguXeRNop2HRbeNiHbRKkSPJR6CEL8ScpKVjM0rIAvRhWki5WJtEWfLmWxT+Y2uspzoN3YF5fbAfX8Zi3v/PAaqyjDn9R/xrz+sx53TR+KnV/cBUxlEKbbRo7iXG/f/dSwa60II+GVsWl2Ffz22Dj36Z+GMySUxtnld7Hj6vbONexehsU7bYuaK2wbigmv7Yd/uRoQCCvK72DF4dD4evGYByn5sMHo0CIIgCIIg2goS0ASRIex2AXb74Q85b0tUlemi2iTC44W7IcYZQsGISFcR1PMj9nv9NoRDKuSwgrBeJrJNVDikbxkVVhEOqtHjkAJZLy+HVf1Ys42UTYg3qCAUVDJ0x9oPkdVjo2IbCeI/snVRRLAniH+zWDe2OYoV/1k5Vjw+84wWYoluhwQAkk2A0518+ygAsDtF2J0itm+swZvPbgI4Dr//x2kJK6OLkoARp3VJKK/I2nNhEXmcPLYAJ4+NnYcdiYNLM2BhzaIKVB/0H7uVdnkuYRXaTK6wm/ya0q2um7g6cHxeupWEo7aRjMi16EVN9UbOE1YDNtdFEARBEO0EEtAE0YnheQ42mwBbG2j4o9sHOjmMMUNMh0KawA6HFITDkWPVdKynh7U9nsNhs4A3iXizuA9H94MOhdSEVZFjVkBWoqscq+Y0lmQ1ZcW08m9cOTXlKszROlp3bwBm2k7pWJFb2PqHg+mxt0bz/LipFo/euhg+bxhPv3c2+g7KaXU9Nrv2ryvol5Pm+5tlWG3pF+j74N/bsHbxke0DTWQGs9hOK77NWyvpBaO20fLGOeLOTfYJDQKtsDXXFTFO2pgQ3xgR8Q/E+Ixef1xejF2SvHhfJn/JfMXnmfNj/5S4lHnm60n0kejX/JmlrZOLrzPmQhPjOMxrj7+PKfPj/Jv9prRN4TO+bPz3VVpbpLZNLJfONk2d6a4jfRUp72NL9Zsd3/LAKXC4UjfEEkQmIQFNEES7heM4fYi2ALsz09EcP2KEt6KtsJu45VF0y6FY2+SC39geKSLuEwR/5IWYLZFE8fDnnbckoLdvrMH0ny9Gc2MIT793NgaPzD8s/4XdHACAynIfThqWF5Onqgx11QEUdnem7YEeNCIPFpFv09V2zcdqMr9HscruMV9hN74sYsu0B2JWG47NOe6xEARxbLn27sEkoIl2CwlogiDahFOk2kyHQKTF1EV32LTus13K+wAA3S2+lM/D2rX1mHHTejQ1yfj4ozEYPZpvtf8Ik8fa8OG/OVSs2YdTLnHGCKq1axughBVMGOXGcFtdyl7o53/fHUD3w6qXiIrXGGEfcx61Szg3nKQqm96XXtRoADiysvENBK0sa26MMNm2FEe6smZbxJ+b3mPSTI0F8Xbmv4N0PhBXT2p7Zty3RLvD84Gkdkl8xMeaxC55nemvPf6a011TqjoSrilpXqrjeMOkhy2Wa+u4Wip3rP2nKzfa44VLaqcLsrQCr5R8hBTRMSABTRAEQbQpFkty0bp6dT1unLYeobCKuZ+Nw7BTstL6YYyhoUGGIHBwu6P/riZNykOOR8Ts2RX49a96o6DAauT9/cVSyDLD1KnFNH/2GJA4/JXuMUEQBNG5IAFNEARBHDHvvncAK1bUgeeBH35oAscB779/AOvXNwAccN65BTjv3ALs2ePDjdPWo6Y2hCumFGH16jqsWVNvzAXleQ5du1jxk58UGr4PVYZw0UUrUdjFis8/G2ek2+0C/vCHk/DLuzdhyhVrcO213ZCdLeLLLyvx5VeVuGJKEcaNbf2caoIgCIIgiNZCApogCII4YlaurMO77x2ISVu2vA7LltcBAHI8Is47twD7DwRQU6ttPzXrowrM+qgiwdfo0Z4YAR0Kqtiz14+Kg8EE28svKwLPAU8/uwuP/+FHqCpDTo6I/7u7N355Vy8IAvWMEgRBEATR9nAscTUO4jBpbGxEdnY2du88J2aYIUEQRGeBMW0BMkBbyIsx7d1i4WCx8FBVBp9fAVMBRV+0LDIXVFW1hdIkkUNubnRPdVVlKC8PgOc5FBcnXw28vDyAurowZIXB5RJQXGSD3S4cj0smCIIgiKR4vTL69PsWDQ0NyMpKP12JOPEgtUcQBEEcNdpe0Npxst5fnufgch7evxye59C9uz2tTXGxLaW4JgiCIAiCaGsOf38SgiAIgiAIgiAIguiEkIAmCIIgCIIgCIIgiFZAApogCIIgCIIgCIIgWgHNgW4DIuuweb20aTpBEARBEARBdGYimoDWau6YkIBuA7xeLwBg2IhFGY6EIAiCIAiCIIj2gNfrRXZ2dqbDINoY2saqDVBVFeXl5XC73eC4E2/v0cbGRpSUlGDfvn201H6GoM8g89BnkHnoM8gsdP8zD30GmYc+g8zTET4Dxhi8Xi+Ki4vB8zRjtqNBPdBtAM/z6N69e6bDOGqysrJO2C+qjgJ9BpmHPoPMQ59BZqH7n3noM8g89BlknhP9M6Ce544LNYkQBEEQBEEQBEEQRCsgAU0QBEEQBEEQBEEQrYAENAGr1YoZM2bAarVmOpROC30GmYc+g8xDn0FmofufeegzyDz0GWQe+gyI9g4tIkYQBEEQBEEQBEEQrYB6oAmCIAiCIAiCIAiiFZCAJgiCIAiCIAiCIIhWQAKaIAiCIAiCIAiCIFoBCWiCIAiCIAiCIAiCaAUkoDshpaWlmDlzJm677TYMGzYMFosFHMfhySefzHRonQLGGJYsWYIHHngAp556KjweDyRJQnFxMaZMmYIFCxZkOsROwZw5c/CLX/wCo0aNQlFRESRJgsfjwWmnnYYXXngBoVAo0yF2Sh555BFwHEffSceJm266ybjfqV6BQCDTYXYKFEXBzJkzMXHiROTn58Nms6Fnz5649NJL8cknn2Q6vA5LWVlZi38DkdeiRYsyHW6HprKyEr/5zW8wZMgQOBwO2Gw29O3bF7fffjt27tyZ6fAIwsCS6QCI488LL7yAF154IdNhdFrmz5+Pc889FwDA8zz69esHp9OJHTt2YPbs2Zg9ezYeeeQRPPHEExmOtGPzzDPPYOnSpbBarSguLsawYcNQUVGB5cuXY/ny5fjvf/+Lb775Bh6PJ9Ohdhp++OEHPP3005kOo1PSv39/FBYWJs3jeWprP9bU1dVh8uTJWLFiBTiOw4ABA9CrVy+Ul5fjk08+gcViwSWXXJLpMDskNpsNEyZMSJlfUVGB3bt3w2azYfjw4ccvsE7G9u3bceaZZ6KyshKiKKJPnz4QRRE7d+7EzJkz8fbbb2PevHmYOHFipkMlCBLQnZH8/HxceOGFGDt2LMaMGYNXXnkFH330UabD6jQwxtCvXz/cd999mDp1KnJycgAAoVAIjz32GP70pz/hySefxLhx43DhhRdmONqOy89//nM8+eSTmDBhAkRRNNJXrFiBK6+8EmvXrsXvf/97/POf/8xglJ0Hxhh+8YtfQBRFnH766Zg/f36mQ+pU/O53v8NNN92U6TA6Jaqq4uKLL8aKFStw+eWX44UXXkD37t2N/P3792P37t0ZjLBj07VrVyxZsiRl/vXXX4/du3fj4osvRnZ29nGMrHPxy1/+EpWVlZgwYQLee+8942+gpqYGt9xyCz799FPcfPPN2LVrFziOy3C0RGeHBHQn5JFHHok5f++99zIUSedk7Nix+OGHH2CxxP75SZKEp556Chs2bMAXX3yBmTNnkoA+hqQSC6eeeiqee+45XHXVVZgzZw4J6OPEq6++isWLF+Mvf/kLtm7dmulwCOK48fLLL2PJkiU466yz8OGHHyb0+Hfv3j1GUBPHj6amJsyZMwcAcMMNN2Q2mA6Mz+czpq/961//inne8/Ly8MYbbyAvLw+lpaXYtm0bBg0alKlQCQIAzYEmiONOVlZWgng2c9555wEAfvzxx+MVEhHHwIEDAWj/1IljT1VVFR566CEMHjwY9957b6bDIYjjSmRK1RNPPEHD5dsZs2fPRnNzMwoKCvDTn/400+F0WEKhEFRVBQD06dMnIT8nJwe5ubkAAFmWj2tsBJEM6oEmiHZGZMEeu92e4Ug6L8uXLwcAjBw5MsORdA7uvfde1NbWYvbs2THD6Ynjx6xZszBnzhw0NjaisLAQEyZMwI033khDVo8xO3bswLZt25Cbm4vTTjsNn3zyCT788ENUVFSgoKAA5557Lm644QZYrdZMh9opeeuttwAAU6dOTdvwTRwdHo8HJSUl2LdvH5YtW2Z0JETYvn07ampq4PF40L9//wxFSRBR6NuAINoRjDF8+OGHAJB2UROi7VEUBRUVFfj000/x29/+Fk6nE3/6058yHVaH59tvv8Xbb7+N66+/nhaHySCff/55zPn777+PGTNm4J133qGet2PI2rVrAWijXm644Qa8/fbbMfnvv/8+nn32WXz55Zfo2bNnJkLstFRUVODbb78FQMO3jwdPPvkkpk2bhltuuQV/+9vfMGnSJFgsFqxYsQL33HMPOI7DX//6V9hstkyHShA0hJsg2hMzZ87E+vXrIUkS7rnnnkyH0yn429/+Bo7jYLFYUFJSgl/+8pc455xzsGLFCowdOzbT4XVoAoEA7rjjDmRnZ+OZZ57JdDidkr59++Kpp57Cxo0b0djYCK/Xi//9738YN24c6urqcOmll2LNmjWZDrPDUlFRAQBYvXo13n77bfz85z9HWVkZAoEAvvnmG/Tp0wfbtm3DlClTjCGuxPHh7bffhqqqOOmkkzBmzJhMh9PhufHGG/HRRx8hPz8fV1xxBfLz8+HxePDTn/4UkiRh3rx5uO222zIdJkEAIAFNEO2GdevW4de//jUArSW2b9++GY6oc9CtWzdMmDABY8eORZcuXQAACxYswLvvvgtFUTIcXcfmySefxM6dO/HHP/7RuPfE8eXRRx/Fww8/jFNOOQVutxsulwvnnXcevvvuO4wdOxbBYBAPPfRQpsPssDQ3NwMAwuEwzjjjDMycORM9e/aE1WrFOeecg9mzZ4PjOKxduzZhlABxbIkM36be5+MDYwy7d+9GTU0NBEFAv379MHjwYEiShM2bN+Pll19GbW1tpsMkCAAkoAmiXVBaWooLL7wQgUAA1157LX7zm99kOqROw5VXXoklS5Zg5cqVOHjwIFasWIFevXrhqaeewt13353p8DoskT2fR44ciTvvvDPT4RBxSJJk7EW/cOFC1NXVZTiijol5OGqkAdXMsGHDcNZZZwEAvvzyy+MWV2dn06ZN2LhxIziOw/XXX5/pcDoFd9xxBx544AGUlJRg586d2LFjB7Zs2YJ9+/Zh8uTJ+Pjjj3HWWWdRwzbRLiABTRAZ5uDBgzjvvPNQUVGBCy64AG+88QbtcZhBxo0bh3nz5sFqteLll1/Gnj17Mh1Sh+Suu+6CLMv417/+RSsPt1PGjx8PQNunmPYhPjbk5OQYx5HV/+OJbNlTVlZ2PEIiAPz3v/8FAJx55pk09/w4sHHjRsycOROiKOK9995Dr169jLzCwkK8/fbbyM/Px/fff48PPvggc4EShA79aiGIDFJbW4vzzjsPu3btwsSJE/Hhhx/SKsTtgOLiYgwfPhyqqmLjxo2ZDqdDsn79enAch4svvhhdu3aNeb3//vsAgL/85S/o2rUrzT/MEObvIto65thw0kknGcepVtqOpFPP2/FBVVW8++67AGj49vFi6dKlYIxhwIABKCkpScjPysoy1iShNRmI9gCtwk0QGaKpqQmTJ0/G5s2bMWbMGHz22We0dVU7IiIYSDgcOxRFwaFDh1LmNzU1oampiVZdzRBbtmwxjrt3757BSDouI0aMgM1mQyAQwO7du9GvX78Em0jvf7du3Y53eJ2SBQsWYP/+/bDZbLjiiisyHU6nwOv1tmjDGAMQ3eqTIDIJ9UATRAYIBoO45JJLsHLlSgwZMgRffvkl3G53psMidMrKyoye52HDhmU4mo5JfX09GGNJX9OmTQMAPPHEE2CM0dDVDPHss88C0IYWk3g7NjidTkyePBkA8OabbybkHzx4EF999RUA4Oyzzz6usXVWIsO3L774YtoH/TgR2dv5xx9/xL59+xLyGxsbsXr1agDAgAEDjmtsBJEMEtAEcZxRFAVTp07F/Pnz0bdvX3z99dfIzc3NdFidirVr12LGjBlJ53V++eWX+NnPfgZZljF58mRaDZ3osHz99dd4+OGHUVpaGpPe0NCAX/3qV8Yw1unTp2civE7D9OnTIQgC3nvvvRgRXV9fj5tuugl+vx99+vTBlVdemcEoOwd+vx+zZ88GQMO3jyfnn38+8vPzEQ6HMXXq1JhG08rKSlx33XWorq6mUQFEu4FjkTERRKdh6dKluOSSS4zzpqYmBINBOByOmCHE69evTzoXhTg63n33XVx77bUAtFbXwsLCpHZFRUX48MMPj2donYaFCxcaK9t27doV3bt3RygUwt69e1FfXw8AGDNmDObNm4f8/PwMRto5uemmm/Dmm2/iiSeewCOPPJLpcDosc+bMwWWXXQZAGx5cXFyMcDiMrVu3IhQKgeM4TJ8+HY899lhmA+0EvPTSS7jrrrvAGEOPHj1QWFiIrVu3wufzIT8/H19//TWGDx+e6TA7PJH/zwUFBSgvL4fFQjMdjxdffPEFLr/8cgQCAQiCgD59+kAURezcuROhUAgWiwWvvPKKMUKJIDIJfTN0QsLhMGpqahLSfT4ffD6fcU4LlhwbgsGgcbxjxw7s2LEjqR2t/HnsGDZsGF544QV8++232LJlC7Zt24ZQKIS8vDyMHz8eV111Fa6//nr68UR0aEaNGoXf//73WL58OXbu3InNmzeDMYZu3brhjDPOwF133YVx48ZlOsxOwR133IEhQ4bg6aefxvLly/H999+juLgYF1xwAR5++GEaQn+ciAzfnjp1Kn3/H2d+9rOfYePGjXj22Wcxf/587N27F4wxFBUV4cwzz8Q999yDkSNHZjpMggBAPdAEQRAEQRAEQRAE0SpoDjRBEARBEARBEARBtAIS0ARBEARBEARBEATRCkhAEwRBEARBEARBEEQrIAFNEARBEARBEARBEK2ABDRBEARBEARBEARBtAIS0ARBEARBEARBEATRCkhAEwRBEARBEARBEEQrIAFNEARBEARBEARBEK2ABDRBEARBEARBEARBtAIS0ARBEMcIjuPAcRwee+yxTIfSrvnvf/+LM888Ezk5OeB5HhzHYfjw4ZkOq0NDz2bHo6yszPhc33jjjUyHQxAE0WEhAU0QRJuzcOFC44ccx3GYOnVqi2Vuuukmw57oPDz44IO48cYbsXjxYtTX14MxlumQCIIgCIIgUkICmiCIY84HH3yATZs2ZToMop2xb98+PPfccwCAU089FXPnzsXGjRuxadMmfPTRRxmOjiA6Fm+88YbRSFlWVpbpcAiCIE5YLJkOgCCIjg9jDDNmzMDs2bMzHQrRjliwYAEURQEAvPLKKxgyZEiGIyKIE5devXrRCA6CIIjjAPVAEwRxTMnPzwcAfPzxx1i3bl2GoyHaEwcOHDCOBwwYkMFICIIgCIIgWgcJaIIgjim//vWvYbVaAQAzZszIcDREeyIYDBrHoihmMBKCIAiCIIjWQQKaIIhjSvfu3XH77bcDAObOnYuVK1cekZ9evXqB4zjcdNNNae0ii5H16tUrIS/ZKrWzZ8/G+eefj8LCQjidTgwbNgwvvvgiwuGwUY4xhnfeeQeTJk1CYWEhHA4HRo4ciZdeeumwhkx+8803uPjii1FUVASbzYY+ffrg7rvvxv79+1tVfvv27fjVr36FIUOGIDs7G3a7HX369MHNN9+ctnffvKjbwoULoaoqXnvtNZx11lno0qULeJ5v8b6moqysDPfeey+GDBkCt9sNh8OB/v374xe/+EXKee+Rz/Lxxx830syLzh3JHM36+nr88Y9/xPjx45GTkwNRFFFQUIDBgwfjsssuw7/+9S9UVlYmlAuFQvjss89w9913Y8yYMUbZvLw8jBs3Do899hiqq6vT1h3/bK5btw7XXXcdSkpKYLfb0a9fP9x3330JfpYtW4Yrr7wSPXr0gM1mQ9++ffHQQw/B6/WmrGvSpEngOA6TJk0CoD0Tt99+O3r37g2bzYaioiJceeWVWL58+WHdv1Qc6TMHAIFAAH//+98xadIk5OfnQxRF5ObmYuDAgZg8eTKef/75I56LG3/PV69ejWuuuQYlJSWw2WwoKSnBTTfdhB9++KFV/vbv34+HH34YI0eORE5ODmw2G3r06IGrr74aCxYsSFku1XfK5MmTUVxcDIvFYnxWh8PatWtx6623YsCAAXA6ncY1jRo1Cr/85S/x6aefJnz3pFqFO/L3f/PNNxtpvXv3TvibW7hwYdJYvv76a1x//fXo3bs37HY7srKyMGzYMDz44IOoqKg47GsjCII44WEEQRBtzIIFCxgABoC9/vrrrLy8nNntdgaAnX/++UnLTJs2zSiTjJ49ezIAbNq0aWnrjvjp2bNnQl5paWlMXHfeeadxHv+6/PLLmSzLLBAIsCuuuCKl3W233ZYylojNjBkz2GOPPZbSR1ZWFlu0aFHa6/rDH/7ALBZLSh8cx7Hp06cnLWv+PL744gt27rnnJpRv6b4m480332RWqzVlTIIgsKeeeiqhXOSzTPcqLS1tdRxbt25lxcXFLfp88cUXE8qan7tUr7y8PLZkyZKU9Zufzf/85z9MkqSkfgYMGMAqKioYY4w9/fTTjOO4pHYjR45kXq83aV0TJ05kANjEiRPZvHnzmNPpTOqD53n27LPPpozZ/Gym4mieufLycjZ48OAW7+3999+fsv50mO/5q6++mjJOq9XK3nvvvbS+XnnlFeP7KdXr1ltvZeFwOKGs+TvltddeYzfccENC2YkTJx7WtT333HOM5/kW7138MxL//RbB/Pef7rVgwYIYf01NTeyyyy5LW8blcrHPPvvssK6PIAjiRIcENEEQbU68gGaMsfvuu89IW7x4cUKZ4y2gx40bxwCwyZMns9mzZ7O1a9eyOXPmGOkA2MyZM9n//d//MQDs2muvZXPnzmVr165l7733Hhs4cGCMKE1GJH/06NEMADvppJPYq6++ylavXs2++eYb9otf/ML4oex2u1lZWVlSP48++qjh67TTTmOvvPIKW758OVuzZg17++232fjx4438v//97wnlzZ/HKaecwgCwiy++2LjuefPmtSgy4pk7d64hAF0uF5sxYwZbvHgxW758OXv22WdZfn6+Uef/+3//L6bs9u3b2aZNm2IaMDZt2hTzCoVCrY5l1KhRDAATRZHddddd7LPPPmOrV69mK1euZB9//DF7+OGH2YABA5IK6Ouuu4716dOH3X///ez9999ny5cvZ6tXr2azZs1id9xxhyGGCwoK2KFDh5LWH3k2hw8fziRJYoMHD2avvfYaW716NZs/fz67/vrrjeu87rrr2OzZsxkAduqpp7K3336brVmzhn355Zds8uTJht1DDz2UtK6IgO7fvz/zeDwsOzubPfXUU2zZsmVs2bJl7I9//CPLysoy/Hz00UdJ/bQkoI/2mZsyZYqRf/3117PZs2ezFStWsNWrV7O5c+eyxx9/nI0YMeKoBfSwYcOYKIqsuLiYvfjii2zlypVs0aJF7KGHHjIadywWC1u5cmVSP6+++qoR59ChQ9mLL77IlixZwtatW8c++uijmM/kvvvuSyhv/k6J/G2dccYZ7J133mFr1qxh33zzDXvllVdafV0bN240vhN69+7Nnn32Wfbtt9+y9evXs8WLFxsi3eVytVpANzU1sU2bNrEnn3zSyP/qq68S/uaampqMMrIss7POOstoKLnmmmvYhx9+yNasWcOWL1/OXnjhBdajRw8GgEmSxNasWdPqayQIgjjRIQFNEESbk0xAV1ZWGr1lZ511VkKZ4y2gAbB77rknwaa5uZn16tWLAWD5+fmM4zj2t7/9LcGuoqKCud1uQ4wmw1xXql7F//znP4bNFVdckZC/atUq4wf1I488krQeRVEMkeZ2u1ldXV1MfnwP1KOPPprUT2sJhUKsW7duhnhev359gk1ZWRkrKipiAJjD4WBVVVUJNjNmzEj7mbeGXbt2GT6SCeQIqqqy2trahPSdO3cyVVVTlvv++++Zy+VKe//NPeqnnXYaa25uTrC58sorGaD1yufm5rIpU6YwWZZjbGRZZqeeeioDtF7vZD2eEQENgGVnZ7OtW7cm2GzevNkQ0cXFxSwYDCbYpBPQR/vM+f1+JooiA1ruYa6pqUmbnwrzPe/Zs6fRs29m/vz5Rs/06NGjE/L37t3LHA6H8b2S7H4zxtjvfvc7Bmi9+tu3b4/Ji/9OufHGG9M+Ty0RabhwOp3s4MGDKe3q6+uZoigpYzEL6Aivv/66kd/SCI9nnnnGaJSaN29eUpva2lo2ZMgQBoCdfvrpLV4bQRBER4EENEEQbU4yAc0YYw899JCRPn/+/Jgyx1tAl5SUpOzlNAu7U089NWVdN954IwPAcnJykuabf1in66H52c9+ZvSUlZeXx+RFevJGjRqV9od5XV2d0eM2c+bMmDzz5zFgwIAE4Xa4vP/++4a/P/3pTynt3nrrLcPur3/9a0J+WwjopUuXGj42btx4xH7Scc899xg9lMkwi7lkgpax2M/A4XCkFI6vvfZa2usxC+hnnnkmZcx/+ctfDLsPPvggIT+dgD7aZ+7AgQOG/08++SRl+aPBfM9nzZqV0s48ymHVqlUxeffff7/RyOD3+1P6CIfDRoPR73//+5g883eKx+NhjY2NR3Vdt912GwPARowYcdhl20pAh0Iho/Hr3nvvTVvnvHnzDJ87duw47JgJgiBORGgRMYIgjhsPPPAA3G43AODRRx/NaCyXX355ypWfTznlFOP46quvTulj2LBhAIC6ujrU19entDv55JMxatSolPm33HILAECW5ZiFfMLhML744gsAwBVXXAGO41L68Hg8OPnkkwEg7QJSV199NQRBSJnfGr755hsA2sJfkdiTceWVVyI7OzumTFtTVFRkHJsXTjpS6urqsGvXLmzZsgWbN2/G5s2b4fF4AABbt26NWVwunmHDhmHQoEFJ88zP1HnnnYfc3NyUPiLs3r07ZV0cx2HatGkp82+++WbjeTmce98Wz1xeXh4kSQIA/Pe//4Usy62u/3DJycnBJZdckjLf/HzG34dPPvkEAHDRRRfBZrOl9GGxWDB+/HgA6f+2LrroIuP77UiJPM9bt27FqlWrjsrXkbJq1SpjcbCrrroqre2ZZ55pHLfVwnUEQRDtHRLQBEEcN/Ly8nDPPfcAAJYuXYqvvvoqY7Gk23c4IpgOxy7dysljxoxJG8vYsWON482bNxvHW7duhc/nAwA8/PDDCavmxr/WrFkDADh48GDKusxC7kiJxNirVy8UFhamtJMkCSNGjEi4rrakd+/eOOOMMwAAzz//PIYMGYLp06dj/vz5xr1riU2bNuGWW25BUVERcnNz0a9fPwwdOhQnn3wyTj75ZDz22GMAAFVVUVdXl9LP8XymevfubeyxnoyCggJjJfrDufdt8cxZrVaj4WnWrFno168fHnzwQcybNw8NDQ2tjqU1jBgxAhaLJWX+8OHDDTFvvg8NDQ3YuXMnAODf//53i9c5a9ashOuMpy3+tq655hqIoohgMIgJEybgoosuwksvvYQtW7Yc1or/R0PkMwWA8ePHp70vLpfLsE13bwiCIDoSJKAJgjiu3HfffYZImD59esbicDgcKfN4nj9sO0VRUtqlE5kA0KVLF+O4trbWOE627VJrSCccc3JyjsinmUiM5rhT0bVr15gyx4J3333X6CHcunUrnnjiCZxzzjnweDyYOHEiXnrpJQQCgaRlX331VYwcORKvv/56qwSA3+9Pmdeenikg+vkczr1vq2fuH//4By666CIAwJ49e/D000/jggsuQF5eHsaOHYtnnnkGjY2NR1SXmZbug8ViMXr7T4S/rYEDB+Ldd99FTk4OZFnG3Llzceedd2Lo0KEoLCzEDTfcgMWLFx91Pek4FveGIAiiI5G62ZYgCOIY4PF4cN9992H69OlYtWoV5s6diwsvvDDTYR1T0g2DTYdZQD399NP46U9/2qpyTqczZd7RDt8205rrOh69Zt26dcOyZcvw7bffYvbs2Vi0aJEx3Pq7777Dd999h2eeeQbz5s2L6f3dtm0b7rjjDsiyjMLCQjzwwAM4++yz0atXL7jdbmOI/2uvvYZbb731uF1PazhW976tnrmsrCx8+umnWLVqFT744AMsWLAAGzduhKIoWL16NVavXo2nn34ac+bMMRo/joQjvQ/m67znnnuMz7clIr3ZyWirv60pU6bg3HPPxfvvv4+vvvoKixcvRlVVFaqrq/HWW2/hrbfewrRp0/Daa6/FNLi0FeZ7s3DhQuTl5bWqXGsadQiCIDoCJKAJgjju3HPPPXjhhRdQU1OD6dOn44ILLmixTOSHoqqqae2am5vbJMa25NChQ63ON8+NNf9wDYfDGDp0aNsHdwREYmxNj23k2lLN+W1LzjnnHJxzzjkAgJqaGnzzzTd4+eWXMX/+fOzatQtXX3011q9fb9i/8cYbkGUZgiBg4cKFKecvpxu2nSlaeqaAaE/i4dz7tn7mxo4da0xR8Hq9WLhwIV5//XV8/PHHqKysxJQpU7Br1y7Y7fYj8t/SfZBl2fj8Uv1t+Xy+dvO3FSE7Oxu33347br/9dgDayIpPP/0UL774IsrLy/Hmm29ixIgR+PWvf93mdZvvjSRJ7e7eEARBZBoawk0QxHHH7XbjgQceAACsX78ec+bMaVUZoGUxs3379qOOr61ZvXp1q/PNP1aHDBli9Hj973//OzbBHQGRGMvKytIO9wyHw4ZgPd4/wvPy8nD11Vfj22+/xcUXXwwA2LBhA3bs2GHYbNmyBUD6xb+A2Dmh7YXS0lLU1NSkzK+qqkJZWRmAw7v3x/KZc7vduOiiizB79mz86le/AgBUVFRgyZIlR+xzw4YNaRcp27hxI0KhEIDY+1BQUIBu3boB0BYXay8jC1IxePBg/Pa3v8WKFSuM3v4PPvjgsHy0diRMZN0CoH197xAEQbQXSEATBJER7r77bmPI34wZM1r8Adu7d28AwLp161Labt68GZs2bWrbQNuATZs2xfR8xvPaa68B0IaATpo0yUh3OBxGj+rChQsztipvPOeeey4AbWhsJPZkzJo1y1g0KlImE0TuIQBUV1cbxxHhlW7u5sGDB43VmtsTjDH85z//SZn/xhtvGH8nh3Pvj9czl+ozOVxqa2vx2Wefpcw3P5/x9yHSsLJ7925jkbD2TklJiTEN4XDvm3ml8WAwmNLu9NNPN3rrX3rppTaZq04QBNGRIAFNEERGcDqdeOihhwBoAnPevHlp7SdOnAgAKC8vx7vvvpuQ7/V6026plGluv/32pMPL33nnHePaL7300phtmQDg97//vdFzNHXqVOzatStlHYqi4J133sH+/fvbMPJELrvsMhQXFwMAnnrqKWzcuDHBZt++ffjNb34DQBNlN9988zGJZcOGDdiwYUPKfMZYzLZbkZWpAaB///4AgB9//BErVqxIKOvz+XDttdemXTgskzzxxBNJR1z88MMP+OMf/whA2xYp3TZPyTjaZ2737t1YtGhR2jrMPZuRxrEj5b777ks6lHvRokV4+eWXAQCjRo1KWA3/gQcegNVqBQDccccdLY40mDdvHr7//vujirUl5syZk3ZLvH379mHbtm0ADv++mb9b0n2mNpvN+Ns9ePAgpk6dmnZqjNfrxT/+8Y/DioUgCOJEhuZAEwSRMe68804888wzqKioaLE35frrr8djjz2GxsZG3Hrrrdi5cyd+8pOfGFvpPPfcczhw4ABGjBiRtrc3E4wePRpr1qzB6NGj8dBDD+Hkk09GQ0MDZs2ahX//+98AtOGtzzzzTELZCRMmYPr06Xj88cdRWlqK4cOH49Zbb8X555+PoqIiBINBlJWVYfny5Zg1axbKy8uxadMmdO/e/ZhdjyiKePnll3HRRRfB6/Xi9NNPxwMPPIBzzjkHFosFy5Ytw5///GdjePczzzyTdsulo2HDhg24+eabMWbMGFx00UUYOXIkunbtinA4jNLSUrz++uv4+uuvAQCXXHJJjIi44YYb8OKLL0JVVUyePBkPPvggTjvtNNhsNqxduxbPP/88duzYgQkTJmDp0qXHJP4jpX///qisrMSpp56Khx56yBi5sHDhQvz5z382ev5ffPHFtAtfJeNon7m9e/firLPOwuDBg3HZZZdh9OjRxnDpffv24f333zeGH48YMQLjxo074vswbNgwbN26FaNGjcLDDz+MsWPHIhgMYt68eXj++echyzIsFgv++c9/JpTt3bs3XnrpJdx8882ora3FhAkTcMMNN+DCCy9Ejx49IMsy9u/fj1WrVmHWrFnYtWsXPvvsszbZrioVf/vb33DdddfhggsuwNlnn41BgwYhOzsbdXV1WLNmDV588UWjQefOO+88LN8jRoyAzWZDIBDAo48+CovFgl69ehnrS3Tr1s2Yi/7ggw/i22+/xbfffosvvvgCgwcPxh133IHx48fD4/HA6/Vi+/btWLhwIebMmQObzYa77767bW8GQRBEe4URBEG0MQsWLGAAGAD2+uuvp7V98cUXDdvIKxUffPABEwQhwR4As9ls7IMPPmDTpk1jAFjPnj0TypeWlrYqLnP8CxYsSGn3+uuvG3alpaUJ+ZG8GTNmsBkzZiSNGwDLyspiCxcuTHOXGHv++eeZ1WpN6SPykiSJ7dix44iu53B544030sYkCAJ76qmnUpY335MjxfwZpHudfvrprKamJqH8448/nrbc/fff3+Ln3LNnTwaATZs2LW2s5uchFS09oxMnTmQA2MSJE9ncuXOZw+FIGjfP8+yZZ545qliO9JkzP2/pXoMGDUp6P1uD+Z7PnDmTWSyWlLG9++67aX299957LCsrq8V4eZ5n8+fPjynb2u+U1hL5fNO9Uv1dtSaWBx98MKXf+O8Gn8/HbrzxxlZ9lr179z7qaycIgjhRoCHcBEFklNtuuw0lJSWtsr3yyiuxbNkyXHbZZSgoKIAkSSgpKcG0adOwZs0aXHnllcc42iPnsccew5dffokLLrgAXbp0gSRJ6NWrF+666y5s2bLFGKKeinvuuQe7du3Co48+ilNPPRX5+fmwWCxwOp0YMGAApkyZgpdeegkHDhxAv379jss1TZs2Ddu2bcOvf/1rDBo0CE6nE3a7HX379sVtt92G9evX4+GHHz6mMVx77bVYsGABfve73+GMM85A79694XA4IEkSunfvjosvvhjvvPMOFi1alHQ16unTp+Pzzz/H+eefj5ycHKPc5Zdfjv/9739JRwW0Fy644AKsWbMGN998M3r27AlJklBYWIgpU6ZgyZIluP/++4/K/5E+c2eccQaWL1+OP/zhDzj77LPRr18/Y1uwLl264Pzzz8e///1vbNiwIWZI/ZHy85//HIsXL8ZVV12F4uJiSJKEbt264cYbb8T69esxderUtOWvvvpqlJWV4c9//jMmTZqEwsJCiKIIh8OBPn364KKLLsJzzz2HsrIynHXWWUcdbzo++OADvP3227jpppswfPhwdO3aFRaLBS6XC0OHDsVdd911VH9Xf/7znzFz5kycccYZyM3NTbv1lt1ux5tvvok1a9bgzjvvxJAhQ5CdnQ2LxQKPx2OMTJg1axZ++OGHI71kgiCIEw6OsXa+9CRBEARBEACASZMmYdGiRZg4cSIWLlyY6XAyRq9evbBnzx5MmzYNb7zxRqbDIQiCIDoR1ANNEARBEARBEARBEK2ABDRBEARBEARBEARBtAIS0ARBEARBEARBEATRCkhAEwRBEARBEARBEEQrIAFNEARBEARBEARBEK2AVuEmCIIgCIIgCIIgiFZAPdAEQRAEQRAEQRAE0QpIQBMEQRAEQRAEQRBEKyABTRAEQRAEQRAEQRCtgAQ0QRAEQRAEQRAEQbQCEtAEQRAEQRAEQRAE0QpIQBMEQRAEQRAEQRBEKyABTRAEQRAEQRAEQRCtgAQ0QRAEQRAEQRAEQbQCEtAEQRAEQRAEQRAE0Qr+PyOoB7HUCS3TAAAAAElFTkSuQmCC",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"def find_nearest(A, a0):\n",
" \"\"\"\n",
" Function to round all the values in a generic numpy array A to the closest value in another array n0.\n",
" \"\"\"\n",
" a = A.flatten()\n",
" idx = ((np.tile(a, (len(a0),1)).T - a0)**2).argmin(axis=1)\n",
" return a0[idx].reshape(A.shape)\n",
"\n",
"def plot_angle_error(df):\n",
" \n",
" fig, axes = plt.subplots()\n",
" fig.set_size_inches(10, 10)\n",
" \n",
" caxes = axes.inset_axes([1.04, 0.26, 0.03, 0.4])\n",
" \n",
" def contour_plot(df_, ax, cax, bounds, cmap, cbar_title, make_levels=True, make_contours=True, \n",
" color_max=16, ticks=None, xmax=40):\n",
" \n",
" X = df_.columns.values\n",
" Y = df_.index.values\n",
" Z = df_.values\n",
" Z_smooth = gaussian_filter(Z, 1.0)\n",
" \n",
" Z = np.clip(Z, a_min=0.0, a_max=color_max)\n",
" # Z_rounded = np.rint(Z)\n",
" mid_points = (bounds[1:] + bounds[:-1]) / 2\n",
" Z_rounded = find_nearest(Z, mid_points)\n",
" Z_rounded[np.isnan(Z)] = 0\n",
"\n",
" x,y = np.meshgrid(X, Y)\n",
"\n",
" if make_levels:\n",
" N = x * y\n",
" levels = np.hstack([np.arange(0.0, 100.0, 20), np.arange(100.0, 1010, 40.)])\n",
" IsoNLines = ax.contour(x, y, N, 10, colors='white', linestyles=\"dashed\", levels=levels)\n",
" ax.clabel(IsoNLines, inline=True, fontsize=10)\n",
"\n",
" ColorGrid = ax.pcolormesh(x, y, Z_rounded, cmap=cmap, norm=colors.LogNorm(vmin=2, vmax=color_max), alpha=0.8)\n",
" \n",
" if make_contours:\n",
" ContourLines = ax.contour(x, y, Z, 10, colors='k', levels=bounds) \n",
" ax.clabel(ContourLines, inline=True, fontsize=14)\n",
"\n",
" # ax.set_xlim([1, n0_max])\n",
" # ax.set_ylim([0, N_max])\n",
" ax.set_xlabel(None)\n",
" ax.set_ylabel(None)\n",
" # ax.set_xticks([1,2,3,4,5,6,7,10,15])\n",
" ax.xaxis.set_tick_params(labelsize=16)\n",
" ax.yaxis.set_tick_params(labelsize=16)\n",
" \n",
" cbar = plt.colorbar(ColorGrid, cax=cax, boundaries=bounds, orientation='vertical')#, fraction=0.02, location='right')\n",
" cbar.set_label(cbar_title, rotation=270, fontsize=20, labelpad=20)\n",
" \n",
" return None\n",
" \n",
" contour_plot(df, \n",
" axes, \n",
" cax=caxes,\n",
" bounds=np.hstack([np.arange(0.0, 5.0, 0.5), np.arange(5.0, 8, 1.0), np.arange(8.0, 16.0, 2.0)]), \n",
" cmap='viridis', \n",
" cbar_title=\"RMSE for pole estimation (degrees)\",\n",
" color_max=14, \n",
" ticks=[1, 4, 7, 10, 15, 20, 30, 40])\n",
" \n",
" plt.gca().set_xlabel(\"Number of samples per site\", fontsize=20)\n",
" plt.gca().set_ylabel(\"Number of sites\", fontsize=20)\n",
" \n",
"df_pivot = df.pivot(index='N', columns='n0', values='error_angle_theoretical')\n",
"\n",
"plot_angle_error(df_pivot)"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "0ae12ab0",
"metadata": {},
"outputs": [],
"source": []
}
],
"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": "3.11.5"
}
},
"nbformat": 4,
"nbformat_minor": 5
}