"
]
},
{
"cell_type": "markdown",
"id": "2aa44327",
"metadata": {},
"source": [
"# ATAR: Automatic and Tunable Artifact Removal Algorithm"
]
},
{
"cell_type": "markdown",
"id": "ef2ac226",
"metadata": {},
"source": [
"**ATAR Algorithm - Automatic and Tunable Artifact Removal Algorithm for EEG Signal.** \n",
"\n",
"The algorithm is based on wavelet packet decomposion (WPD), the full description of algorithm can be found here [Automatic and Tunable Artifact Removal Algorithm for EEG](https://doi.org/10.1016/j.bspc.2019.101624) from the article [1]. Figure 1 shows the the block diagram and operating mode of filtering.\n",
"\n",
"
\n",
" \n",
"
Fig 1: ATAR Algorithm Block Diagram and Mode of filtering
\n",
"
\n",
"\n",
"\n",
"The algorithm is applied on the given multichannel signal X (n,nch), window wise and reconstructed with overall add method. The defualt window size is set to 1 sec (128 samples). For each window, the threshold $\\theta_\\alpha$ is computed and applied to filter the wavelet coefficients.\n",
"\n",
"There is manily one parameter that can be tuned $\\beta$ with different operating modes and other settings.\n",
"Here is the list of parameters and there simplified meaning given:\n",
"\n",
"Parameters:\n",
"* $\\beta$: This is a main parameter to tune, highher the value, more aggressive the algorithm to remove the artifacts. By default it is set to 0.1. $\\beta$ is postive float value.\n",
"\n",
"* ***OptMode***: This sets the mode of operation, which decides hoe to remove the artifact. By default it is set to 'soft', which means Soft Thresholding, in this mode, rather than removing the pressumed artifact, it is suppressed to the threshold, softly. OptMode='linAtten', suppresses the pressumed artifact depending on how far it is from threshold. Finally, the most common mode - Elimination (OptMode='elim'), which remove the pressumed artifact.\n",
"\n",
" * Soft Thresholding and Linear Attenuation require addition parameters to set the associated thresholds which are by default set to bf=2, gf=0.8. \n",
"\n",
"* ***wv=db3***: Wavelet funtion, by default set to db3, could be any of ['db3'.....'db38', 'sym2.....sym20', 'coif1.....coif17', 'bior1.1....bior6.8', 'rbio1.1...rbio6.8', 'dmey']\n",
"\n",
"* $k_1$, $k_2$: Lower and upper bounds on threshold $\\theta_\\alpha$.\n",
"* ***IPR=[25,75]***: interpercentile range, range used to compute threshold\n",
"\n",
"Figure 2, below, shows the affect of $\\beta$ on a segment of signal with three different modes.\n",
"\n",
"
\n",
" \n",
"
Fig 1: ATAR Algorithm with three mode of filtering
\n",
"
\n",
"\n",
"\n",
"\n",
"**Reference**\n",
"* [1] Bajaj, Nikesh, et al. \"Automatic and tunable algorithm for EEG artifact removal using wavelet decomposition with applications in predictive modeling during auditory tasks.\" Biomedical Signal Processing and Control 55 (2020): 101624."
]
},
{
"cell_type": "markdown",
"id": "823a740b",
"metadata": {},
"source": [
"There are three functions in **spkit.eeg** for **ATAR algorithm**\n",
"\n",
"* **spkit.eeg.ATAR(...)**\n",
"* spkit.eeg.ATAR_1Ch(...)\n",
"* spkit.eeg.ATAR_mCh(...)\n",
"* spkit.eeg.ATAR_mCh_noParallel(...)\n",
"\n",
"***spkit.eeg.ATAR_1Ch*** is for single channel input signal x of shape (n,), where as, ***spkit.eeg.ATAR_mCh*** is for multichannel signal X with shape (n,ch), which uses joblib for parallel processing of multi channels. For some OS, joblib raise an error of ***BrokenProcessPool***, in that case use ***spkit.eeg.ATAR_mCh_noParallel***, which is same as ***spkit.eeg.ATAR_mCh***, except parallel processing. Alternatively, use ***spkit.eeg.ATAR_1Ch*** with for loop for each channel.\n",
"\n",
"***spkit.eeg.ATAR*** is generalized function, this will call ***spkit.eeg.ATAR_1Ch*** is single channel is passed else ***spkit.eeg.ATAR_mCh*** and with *use_joblib* agrument, it can be set to try parallel processing, else will process each channel individually. We recommed to use ***spkit.eeg.ATAR***."
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "03957538",
"metadata": {
"ExecuteTime": {
"end_time": "2022-01-15T14:00:00.362139Z",
"start_time": "2022-01-15T14:00:00.354160Z"
}
},
"outputs": [
{
"data": {
"text/plain": [
"'0.0.9.4'"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"\n",
"import spkit as sp\n",
"sp.__version__"
]
},
{
"cell_type": "markdown",
"id": "1a5390a4",
"metadata": {},
"source": [
"# Import EEG sample data"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "bbe6e7dc",
"metadata": {
"ExecuteTime": {
"end_time": "2022-01-15T14:00:10.305590Z",
"start_time": "2022-01-15T14:00:10.297611Z"
}
},
"outputs": [],
"source": [
"X,ch_names = sp.load_data.eegSample()\n",
"fs = 128"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "3fd4bf2e",
"metadata": {
"ExecuteTime": {
"end_time": "2022-01-15T14:00:13.907400Z",
"start_time": "2022-01-15T14:00:13.903610Z"
}
},
"outputs": [],
"source": [
"#help(sp.filter_X)"
]
},
{
"cell_type": "markdown",
"id": "e19cfc7d",
"metadata": {},
"source": [
"## Filter with highpass"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "a807497c",
"metadata": {
"ExecuteTime": {
"end_time": "2022-01-15T14:00:16.525307Z",
"start_time": "2022-01-15T14:00:16.476401Z"
}
},
"outputs": [
{
"data": {
"text/plain": [
"(2048, 14)"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"Xf = sp.filter_X(X,band=[0.5], btype='highpass',fs=fs,verbose=0)\n",
"Xf.shape"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "79ced994",
"metadata": {
"ExecuteTime": {
"end_time": "2022-01-15T14:00:17.635998Z",
"start_time": "2022-01-15T14:00:17.368112Z"
}
},
"outputs": [
{
"data": {
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n/xPWQ4fInjSZvBkzKYtPwFlcQsGCBdhOnryoeD0ukXw6Ojo6Ojp/G86iIgrmz8d64CAho0ejlZRw8o47CBoxgui33wIg5/vvMQQEEDxixCV7r+ZSjI/ZkvEO8KZJcNUjoTtEdGBh/EKWJCxhUINBmGNiqPfLVBLvvY+sL77EIzqaoBtuuGTy/Ndw5OSAwYBHcDD2jAyK164jaMTNCMN/045nT03FIzoaIcQliU8rLSVv2jRMdevid+WVGHx9L0m8/yS0khKSHnqY0u3bq94QAqTEFBND4xXLLzh+XTHW+U9hPXoUZ34+vl27Xpb32zMycOYX4NWsabX3ncUlODIz8GzY8KzxaFYrBi+vv0LEClkKC7EeOVIlrcqtbZeqkdbRORfS6aRo9WoMXt74Xn3VaWXPsv8AxWvWgBAUzJ2LZivDv18/itetx5GWBkDZsWOYYuqAlOTPnEnYg2OQdjuZ//sIgIBBgzD6+WHZswdjUBDm+vUBpURoZWV4BAfXWN5yxfhIWSIdIztiNpqr3B/UYBCT9k7iqz1fMajBIPf1Wh9+QMrTz5D24kukvfgSAddfT61x7yM8/v3dsGXfPpIeGINvjx5EvfkGRj+/C4rHWVTEsV698WzQgAbz55H82ONY9+/HGBiI/8ABWHbvxrt1a4TZXKO4cDoxBgVdkCx/B9ZDh0i48SYiX36JkLvuuuB4SrZsxeDvh2eTJiQ//gQlmza573m1bYspKorwJ5/As1GjSyH2345msZDy9DPYU1IoO3bMfT304YewHjhIyYYNCE9PAgYPpnDhQuxJSUi7HWEyXdD7ajQEE0IMF0JIIURz1+/6QgiLEGJPpT9zpfBdhBBOIcTNFyTVX4i+p+R/h5ItW4m/8UYyPhyPlBJnUREnbh1J4l13UxYX9/fIsHUb2ZMmI6VEKy3leK/eJAwbhtS0asMn3HAD8dcNxpGbC4DUtNPKZM73PxDboSN5M2YCkD1pMkevvApHVtYlk1tqGokPPEDiXXdTuHQZAPaMTOKuvZbMDz5QYZxOijdtQtpsNYtTSrK++JLsr79GOhyXTFad/zY5P/xAyuNPkPTAA+R89x05U6ZQsnmzuvf995wYMYLsr74ie+JE7CkpAORPn4EjLQ3fXj2JeO5ZrAcOULRkKQFDhoAQ5PzwI7k//+x+R/Hq1RQsWMCJkbcRf8Nw7BmZAJy8626O9+l7Xr6/5a4UJxwZNAtudtp9f7M/97S+hxOFJ0gvSXdf9wgPp86XX+DTuTMAhQsWENulq7KQ/suQNhtFq1ejWSwA5M2YgbOggMKFCy9qoWHx+vXgcFB27Bh5U3/Bun+/iv/XXylcvJiTt99B+nvvV/ts4fLlpL74EvaMDAASbrqZ4337VWmLpdPpbm8te/ZgS0y8YFkvBikluVN/IeHGmwDI+vyLGrezp1K0ahWJo0dz4qabOdb9Sko2bcIjIoLIl1/GVKcOzrw8ipYvJ37wEDLGjaNw6TJKd+2+lJ/zl1K4dCmxHTpSvHYt9owMhKcnXq1aEfH8c0Q8+SQxk76h+eFDNN+7h1rvv0fE2BcA18DoAqnp3MRtwEZgZKVrcVLK9pX+bABCCCPwIbCspkIIp9PtE2JLTsay/wBl8fE1fZykhx8h+5tJ5wxXunMnx/v1I+7aQRRv2oQ19iiWvXvd9x3Z2aS++BI5U6acM66/3I+tsBDLgYNoFssZlawzYSgooGjNmhqHd2RnkzhmDKljX3Q3+pXvObKyyP7664taOCIdDmzJKecMYzlwEEdeHmXx8WR9/jmlO3eS/u57ZH78MY68PIrXr+fknaPI/+MPsr/6irJDh8n98Ucsu3aR9+uvSFdDXbR6NZaDBznetx8F8+ZdsNy25BSCvvhCKYhSkj1pMqmvvIJ0OCjesJHEu+8m69NPsezeQ86PP7qfKz8ytjJlcXHYk5MBKN2+A3tGJsd69iLtxRfdYZz5+WR++ilI6ZY7+6uvcObmUrisYmrIlpyMtNtVumkaaa+9Ttpbb7nv21NTsVYjQzmFixZj3bsPUJ0OQO6PP2I/mUjuTz+j2Wzk/PADSffdT8YHH6r3OJ1kfPAhRatWVchbVOTuHK379pE9cSJZn31OwfwFlO7cSdzgIe66qdlsGNPTkXa7GhA4nedM/1Oxp6Wdse5Jux3r0aN/ed0sXrfOraCVo5WWkjdjJo7sbADyZszkWO8+VfKsJjiys7G7rKD2jEz3ARHuPH7zTXd6S7sdXGWgOiorAf8ESrZto2DBAvcg0pGdjdQ08qdNx6ttW3yv7E7Wx5+Q+cGHJN5zL3FDhpD5v4/watmSkLuVNS3ytVdpumEDgcOG4t2pE3W++IKgW27Br29fQseMIfr99wgaeSt5v/5K3m/TCLzpRsz165P56QTSXnkVj/BwpNVK4eLFZH70EdYDB5BWK0XLatxdoRWXAFBoctI4qHG1YTpEdABgT9aeKteNQUHU/fEH6s+aiX//a5AWi1LmXOXJWVzyl+WZZrORN2uWux2XUlKWkHDe79OsVlKee57kRx4lcfQ9JD/+OAV/zMavTx/MDRtS8MdsChYuOu9+C6Bo5UqE2YwhMJCM999HeHsTOmYMpdu3k/rscyrM6lWnyWxPTyf12ecomDuX9HfewZ6Whj0xEa20lKKVK7GdPEnCiFs40r4DCUOHkvbGm2qQNOwGtAtUSE/FevgwKc88S+lupXTaklPcSvpp37l8BRnvvef+rRUXk/nxJxf03oL5CwAwBAQgHQ6C7xpFg3lzCblrFI1WLKfxiuXU/fkn/Hr1Ivenn0l56ilO3n478UOHkTd9OrYTJ0h/733yZs68oPf/lRStWkXqWNU/Bo28lWbbttJ87x4a/PE7offdB4AwGKrMMpXPVmgXoRifcw5HCOEHXAX0AeYDb57jkceBP4AuNRXCmJZG3MBrq140GAgcOpTQB+4/o/lfOp0UrVhB8Zo1FK9ZQ+iYB8j67HNM0VEE3XILOBzuKRfNYuHkHXe6n0267373v707dsSvZw9yp/6C0zV6L5g9B1lWhl/vXoQ++CDG4GAKZs8m77dpGAMDsB48RNiTT+B31VUUr1tHzpQphN5zL8F33lElk+wZmRh8vDH6+yuZpQSn87TpM1tiItkTv8J66BDmBg0oXru2yggyeNQozDF1yJ74FcLXB68mTcHDg+DbbkMrKaF4zRoCBl+HVlRE2Esvk6xpNJg3D69mTbEcOIjB28udjtLhwHokFsvu3TjzcsmbNh2nq7Es2byZwOHD8QgLI//336soeIXLV1Dniy8w16ntvqZZLDgLiyg7fgyDpycekZGYY2JOy6uMcR+Q9+uv1PnqK/z79qk2PzPGjyfv56lVrmV/9bX73znffuf+d+mOHYCqLPkzZlKyZQsF8+fje2V37CmpWPbuxXroEPbUVFLHvohl7z6iXn8NR14e6W+9Tcjdd+HToQNlcXHYTpzAv1+/0+SRUpIxbhyeBw+R8tTTRL74IlmffgqA7xXdyfjgAwz+/mhFRRSvX0fp5i0YQ0Nx5uRgPXQIjEaSH34E/2v6EfnSS1Wmt0q3bcOZl4szO5uCefMJHTMGc4MGFK1ZCw4H3p07Yd1/QDXark6gaOlSQu68g6I1a0h++BFMderQ4PdZFCxYSP6sWQCEPfggxsBAjvdV39Nk858Yg4JwpKVRsGgRAddeizkmhqJVq/CIjCT4tpFkTfgMe0aG20oHYN2/n5zvvgcg77ffCBgyBEdWFrlTppA7ZQqN168DTSN+8BDMjRtRf+pUd4cAkPbyy+5/Z02YQMmmTZRu304YcORNpcB7tmhBnc8mULh4CYVLl2JPTMQQFIjBxwevFi0JGHStysv9+wi97z6sBw6S9sorhD3+GOGPPkrRqlXkTZ9B+FNP4tWyJenvvEv+zJmEP/00YQ+OqZKP2O0Isxl7aiqatQzPhg3c9+2pqXhERqJZLOT+OAVhNhM65gHQNDSLFeGhtuJy5ueT8eGHFC1ZivD2xqdDe8riE4h67VVsSUlkfvAh+b//TuSLY8l4912k3U7Kk09ScuutBN10I6batSnZuBFTTF3yXRa2yJdexODjgy0pmexJ31Cybj0ADRcvJuGGG6q1IhUuWEjDhQtIvOdewtPTyXn8cYJuvRWjX4UvYdHatWS89z6OzEzCHnuUsAceUGnhdFK0bBmO7ByCR956zilpa+xRnHm5+F5xRUV6ahrFa9ZQun0H4Y8/ViMfRqlppDz+BM6CAgoWLsS6dx+azUb0W29hT00l/Nln8OncmcTR9+B71VUYvL3c9T3q9dfwbt+e8Geecctb68MPKyI3m4n5aqL7Z9Qrr1B29BiWnTsJvuUWAq69lqQHxmCqW5f6M6Zz8rbbyZk8GWdeHl6tW2PPSKdk8xaCR46kJpS7Ulg8Oc2/uJymIU3x9vBmV8Yurq1ftW8TJhPebdpQ54svyP15Kpkff0zc9UMJueN2cn6cQvAtI4h87TWkzUbeL7/i1bIFPldccU73JiklWmEhxsBAQCmL1kOH8OvZE+HhQe4PP5I1YQLFa9cRM/FLciZNJmvCBELuvpvIl148a9wA1thYiteuU3V52zY8mzTBevgwcu9eTHXrEv7UUxg8zSQ98iipzz2HIzsLXC4rVeR0OsmbMQP7yUR8r74a68EDeHfoiHfbNpSsW0/gsGH4D+hP0gNjCHvoIYJG3Eze9OlIq1UNen6eStmRI5hiYkgd+yLCbMKreQuk3Y5//2soWruOokruYTmTv8WrZUvlkhEWRtmx45QdO65ksVgo2bgR/759z/n91aa504m02ShYuJD0114HlNGi1ocfkDD8RhCCBjNn4NlElZOc774jf85cbHFxGENDiXzxRcwxdcj56Sfy58wh/JmnMXh61vz9UlK6YweBw4ZWrRMuysuMb9eu+HTpQs5332H0D6BkyxbKDh8m/c23qoT3atUKj5AQ0t99j9D77sW7TZsLdke4EKSUFC1dSsa4D9CsVrTCQgz+/jT4fZY7Dc+FwaUYn2rkOx/EuUaLQog7gT5SyvuEEH8CjwG5wGGgXGvaJKV8VAhRG/gN6At8DyyUUv5+LiFa+frK32Pqun8HDBmCMBooXL4CabUSMfYFQkePrvKMZf8Bkp98Akdqmvua/6BrKVqyFADPli1wZGQiLRZMtWthql2H4rVriXz1VTzCwpTPmocRo38ARcuXY09NxbNJE2p9+AHZ30yiLD4O23E1HW/w9UUrUVYCc+NGCKOHW2EUXl5Iq9UtgzEkhJC77sLg70fAwIHEDx6CtNuJfvcdSnftpmD+fLTCQny6dUMrLcWrRQt3xaLS9LPw9CTihecpWrmS0s1bTs+XU95bHQY/P4JH3UnO198gvL2p88UXFMybR+nWrTgyM93hvDt0IPrtt3Dk5JD6/AvuKXtT7doY/Pwoi43FGBioGt6SEgIGDiDknntwFhSS8cE4dzqVE3jjjXiEh2PZvRuMBkp37HRbtjxqRRP12mt4RETg3aqV+xlnURFHu1/pTgNjcDDOvDyM4WFEv/MOwsNEtkup9oiMImP8h2gFhdSfOYPUl15W1oGSEqLefJPSXTspXLIUAZjr13M3gp4t1LZKZYcPY27ciODbbiPjnXcBaLhwAZa9e9GKiwm67TYAMsaNI3/adEp79MBvzx60oiKMISHKiu+y2sV8+y3ZEyfiLCzElpRE6N13kT9vHs6s7CppUm/ab2R/8w32EycxxcTgyEjH3KChsr5qGkiJuYFS1jSrlfAnniDtpZeoM/FLkh99DFOtWtjT0mi4aBEnb78dZ34+ACH33kveL78o5Tczk1offoAjO9vtWxn60IM4MrMomD3bVSgM1J7wKWmvvY5/v36E3DWKhBuGE/H8c2T+7yOCb7+NvN+m4X/ttRQtXUr0uHFkfPABfj17Yt23D1tSEmga4U8+gbQ7yP7qKwCCb78dZ34epbv3EDBgALk//aTe/8D95E2fUaPRe/mg4lwILy8aLVvGiREjcGRmuqfWLLt2uQKoBRgekZF4tWmNIy2dsvh4ol59lYxx49CKiwm5+y68Wrchf9YsSrdtO+c7y+MEVcedLleYcswNGmBLSEB4e7vLRv1ZM0ka86B70FlttGazcjs5g3VNeHoiy8oACLn7bqTDQd6vv6q0ys1FenggXHXLXL8+eBjB4cR24kSVeBqtXIEQgvjhN6IVFgLg3bkT0mbH4O1NwKBBBI+8FVB1UVqtIATHevYCTaPuzz+hlZSQ/8cfFK9b767Pptq18YiIQLNY8G7TGlOdGKyHD+Pf/xrMdetiT07Gu21bChYvJuvjT9xTu+XtKai63njtGgyenkgp3Z154eLF2BKTCH1wzHn7vDsLCrBnZODVVPn6Fy5bruSrVUu5+0ycCELQcNEiciZPpnjtWpr8uYl169fTu3fvs8ad+9NPZIz7gPueNrHm/u14GqtXZB5b9RhH846y7KZlZ5XfnpJC4pgHsVVy/zq1n/G9+mpq/W886a+/QcD1QwgYMKBKHJZ9+8iaOJGS9RuoM3Ei5roxnLjtdtVmhYURfMsIsidNBqcTPDyIHDuWjPffd5fpciNKZaSUFC5ajDE4CKOvLydGqnYRo5GI558jdPRo7OnpFK9fT9ANN7gHLVLTOHHzCKTTSeLTT1VJTyklGe+8S95vv52WDub69bGdOEHM5En49eyp9ooOCUEIgS05WS2+8/DgeM9ehD/7DGVHj1G4YIH7ea92bYkcO5aTt98BgGeTJgSNvNXdxgcOG0b0B+Ow7N5DycYNeDZvTvrrb+B75ZUE3XormR99hE/HjkS8OLZc2GoX/JX8+Se5v/6G7eQJ7CcT3TN3Xm3a4N2hPXk/T63SRni3b0/YIw+T+tLLVdo3/2uvpc4EZWgp2byZxHvuVenqsoSW4ywooHTnTnZqGr2vuQbpdJL744+Y6tXDs2FD4gcPIeqdt897galmsZD85JOUrN9AwNDrKVq5CllaWiWMd/v2+F59NV7Nm4HRSPG6dQSPHIlX8+ZniLXmlMUnIO02PJs2xbpvH2UJCRSvXUfRUqXDmRs0QCuzUn/qVEy1a58jtgpKtm4j8e67qfvTT/h2q7rWKPfXX8mZNBn/AQOIfu3VnVLKztXFURPFeBEwQUq5QgjxBBADTEQpva1PCTsL+FhKuUUIMYWzKMZCiDHAGICI8PBOv3/5JaKkBEf9+qoTAgz5+QROmow5IYHC20Zi6dkTUVICBgMhH3yIcDgwFBYiTSYwGDCUlGBt3x57wwb4z55T7fdkfvoJ0tu7qiwWC6b4eGxNmkAlC4ohPx/P3XvwWb8eY1YWRTcOx9KrFxiNmOLjCZ7wGY7wcIpvGIZwOPGbPRuPC/QDtdevj7VzJ+z1G4BB4AwIRAsLVZWzrIzA73/AmJZG6cABlLVogfT1BacTn3Xr0QIDcNSqhfe6dThDQvBeuw5Lr174uQqY9PBAuBROaTJR1qYN0mjE1qIF9oYNcEZFVQiiaXht2YJwOLF27YI0mfDasZOytm0wZmQQPHEihqLTR2KO8HCQGh7Zpys2mq8vJdcNQprN+E+fgXBNoWd+9D+ka3TnuXMnQd9+R+Edd2CPqYOjrmugdKaVyJqGsFiQvr74rFyF/++qmGWO/xCvPXsI+G0aADmvvoLm70/42HNbRNxRe3oiNA1ht2OvU4fEJ58gJCkJv/kLKBk4EK8dO/DauZPSnj0puv02fBcsxG/RIgByX3geUVJK8MSJ7vcHff4FBqsVYbNR0q8fmr8//nPnAmC58krstWtjSk3Bc89eDCUllPTrh/XK7oS+8y7Wjh3x2rWLglGjCJw6FXudOpiSk8kZ+wKBP/yIR1YWUgiy33mH0HHjKGvXFo+kJKTZEy0wEK9yZREouukmvHbswORyW8p/4H7KOnYkbOyLGIqKEFKS+8LzBPzwIx4ul4DMjz/Cf/oMvF2rf/MfHIPvgoVogYF4ZGTgiIoEgxGP1FRwOLA3aULB6LsxH4nFIyOd0r59MebkYDp2HGvXLpQUFuLn6Yn08CBo0iTMh49Q2r8/pT17ogUHYTp5Es3XD2k04LNhA6aEE5S1aoVHejoeaWmUXHstQd98g+bjjaHUQuEdd+D15ybMCSewdu5E4W23Efjtt3geqZjpqFz+AaTR6C6DmpcXCIHBYsHWuBFFN92M36JFeB44gObrS6mrvnukpeK1Yyf2+vXJfeF5DLl5CKcTY14uwRM+A6Dw1luxtW5FwM9TsXbqiKV3b0RJCcJmxxwbi6GgAOnjA04Hjrp1McXG4j9vPpqPN6V9+2Lt0gVnSAghH32M6eRJrO3aUfDgGHA48EhLw1GvHgC+8xfgeeAApb16ktOsGeG7duNfPvABHFFRWNu3p3RAf0RZGWEvv0LJwIEITcN3+XKKhw5FlJbiu3IljogIjHl5CLudwjvvwHP3bsyxR6ukV2Wk0UhZ+/bYY+rgDAvDZ/0GhNWKMSMDg0uBPxPOgABy3noT6ekJmobf7Dl47dhB0e23Uda+/VmfvaTY7XgePIjm54e9cWO8tmwlcMoUcl55mfzgYPzOsXDMd9Ei/BYs5IlXonkl5vUzhttSvIVfc37luajnqOdZ7+wy2Wx4pKbijIpS9W2LMobYGjbEXr8+vqtXu8uxNBgo7dsHQ2kpxswsbM2audsfAFvTpmgB/pgPHqJk4AD85yqXLGkykff4YwRN/ApDWRmOqCjyH3mYsNffoGj4cEoHVlW2y9OlHGdAAKV9+2Dt1g3tHIsVfVasxP+PP0h6+inMzSr8sL1XryZg5ixK+vbFWFiI144d2Jo2xVBchEdqGo6oKHJeexWMxjPGHfLOu5hcrifF112H96ZNGAsKKLz1Fiy9e+O7ZAmGgkJKrlMLH8NeeRVnUCB5zz+P5rKml+P/22/4rN+g0sfVLpQMGKD6/v37KbhnNM7QUHxXrKSsVUuE3UHAr78inE7KmjdztzO2xo3Ie/JJ0DQCf/gRc2wshXffjSgtJXBq1VnQnJdfwnPPHixXX40WEqIuSkngpMl4HjhA7otjcdSp4w4f9OVE1R6ZzeS+OBbz8TgCXAOL0p498Vm/nuy33sIZGXHWPKkOUVKCz6pVWHr2xJiejvf27XikpOIMDsYjIx1jWjqiGh2xrHkzCh588DRdCqcT782bKWvZEi0kBEN2Nj7rN2Br3gxHRIS6VlSEMSuLkI+q90Uv6X8NxUOHgsmkBm7nOSj2SEwk9P1x5D/8EGXt2qmLmkbIuHGYkpLd4VrGHrkwxVgIEQokA5mABIyu//cCFlSjGCcA5V8RBpQCY6SUc8/2Ic2aNZOxZ/CHtOzZUzFSNRiqWFai3nyD4JEjkU4n1kOHKFy8hNAxD2AMCqJw0WLQnFj27MFcvz72jAwChw7Fq9npiyXOhVZWhiwrwxgQcNp1YTJVGVU68vLI/eknbCdOUrRqFZ6NGlHvl6mUbt+OV9OmmGrXViNhf3+shw5RtGYtQSNuxlypIlwsa9eupXfv3pRs2YojI52AIUPInz0braCAgMGDMUVHX3Dc0uHg+IABOFLTMNWtS8gdtxN8++3u6RZnfj7OoiIc6ekYg4LUiN9sdruSOLKzSX/vPYqWLMWzWTPM9ephObAfR1o6xoAAmvy5CXGWRrFamaSkYPYchKcngUMGo1mtZLw/Ds9GDQm5+24AbCdOYDl4EK2kBO82bdQ0FxD5+muUHTtG/rTpeERGIjw9sScm4t25E77duxM0YgSbDh2qYvWwHjlCwYIFhD30kDsfE268CUNgIE23bEYIQeGKFXiEhuLTsSPWI0fI/elnbAkJ1P7kYxxZWZy4VU3b1v7kYwKuuw5QlqO8mbMIvfceDD4+xHbthrRYEF5eNN2ymYSbbsYWF4e5USMaLlxA+utvkD9rFr49e1B38mSSH3+c4nXrkTYb4c8+Q/DIkWR/8w1acQmRL47F4O2NMz+f9HfeRSstpfaETzF4epL64ksUzJ2LMTiYJuvXUbBwEWkvvYRP167U+/knChYtIvXZ5xBeXjTbvo30d98jf8YMAGp9/BH2pGSyJkwAoM7EL6t1SymnvGwCbkvL+U7VZX78CblTpuDZogX1f/sV6XRi2bsXnw4dECYT0mbDnpaG9eBBvDt3xhQRgTU2ltTnnsezRXMinnqKvJkzKd28hehx72OqU4fSrVvx7d4d4eGhXC9cDXJlS59WWoowm09zgypevx5nUREB1113XpZNzWIh++tv8O/bB+9KiqFmtWJPTcVcp845XR3K01Pa7ZQdP46pVi33VHo5SY89RunWbQgPD7xaNKfuDz8Aah2DMSAAZ3Excdf0x5mfj8HPj4DBg9GKCilcvASfbt2IeOF5Uh5/AmE2U3/6tGpX+Uu7neINGzBFRWEMDSXlyafwbN4MYTZTsnEToWMewL9v39Pa0MoW4suFPTWV4337Efnqq+yrU/ucFuOMD8eT/stPfP1JD77p/80ZwxWUFdB7Rm9uanoTr17xao3lkU4nhUuWgtOBzxXd8YgIJ+Odd7EeOoR3u7bk/qQWFQpvbzXb4KpH0ePG4UhPI+uzzwEIvf8+Ip57jvw/ZpP/xx/UGv8h5jp13BbzyJdfJuSuUcQPHYYxJIR6UyrWSEgpibv2WgzePvj360fR6tVEv/Um3m3b1ugbnEVFxF3Tn5JGjejwm1rDkPTwIxSvWYN3x47U+/UX0DRsiYl4NmiALTmZ7C++IPT++885ZZ45YQI530wi+PbbiHzlFcqOHaNw0SLCHn4Yg4/PaeHtmZkYvCvcGStTbqk1BgXRcMF80t99r6q/udGorOyVED4+NJw/3+1S6MjKwuDnh6GSklherqXTSfx1g7GdPEnE88/h06XLGdPQkZdH/NChCIOR0PvvJ+jmm9CKiznWu08VGQw+PnhEReHIyFD9mSs9/4p6pNlsOPPyKdn8J1phIX59+lC4dClZn3wKRiO+3bphT08ncOhQjIGBFMybp2aKUTPHhYsXn3NmG8Dg70/IPaPxbNiQgGuvPWf4s2E7eZK4gddS68MPCBw2DFAzRilPPolX69bEfDsZe1ISPu3anVExVgs7zvAHPAhMOuXaOqAHcOAcz04Bbj5bmPK/pk2byrNhjYuXOVOmyEPNmrv/jvbpIx2FhWd97p+A5nT+7e9cs2bNXxq/VlYmNYfjouLI/OLLKvl5qFlzmfLC2Esk4bnJmzNHZv/wo5RSSkdhoUz/cLws3bNHWuPiZebEidJpsbjD1iQ9C5Yskdb4+Bq9W9M0mfLiSzL5mWelZrefMVzimAfloWbNZerrb0gppbQeOyYz/vc/aTl4UP2Oi5cn771PWg4fllJKmfPzVHdaWo7E1kiW8njTx4+XlkOH3PIVrlwpbcnJ6rfDIbN/+FGW7NolpZSycNUqeah5C5lwxx3SabHIovUb3O/VbLazvutSlU3N6ZSapl2SuP7N1CQ9rUePuvMn56efqw1TuHKlTH31VWnPyXFf0zRNamVlUkopnRaLdFqtl0TmfxqapsnYK7rLlJdflmvWrJFFa9eq+hBbfR1KffU1ublTS/nyhpfPGfebf74p2/7UVh7LPXbJ5HWWlcmi9eulo6hYOoqKZOJDD8uMjz5S90pK5Ml77pXJzz4nna68OxXNbpfFmze72/D0D8fLQ63bSGdxsSxLSJB5s+fI0t275aFmzWXub79dsJypr74mD7TvIDWbTTqLi91lsHTfvguOs1z+spMnL1n9L1i2rErbnTtzpkwZ+6K0pafLo336yEPNmsvML76Upfv2yYLly6UtLe284rfn5MjizZtrFLZo40Z3OqW99548cdfd8lDzFtJy6JDc9uyz8lCz5vJI5y6y7MQJWbB0mUy4daQsS0g4L3kuBTk//SSP9bvmtD78ULPm8vjgwe5/Jz70sMz87HN5cswYmfLSy/JQq9byxKi7ZOqrr8rCVaukLTVVFm/adElls2dnq7bul1+kpmky8ZFH5aFmzeWxa/pX0VuAHfJM+uuZbqjnWAtce8q1J4Alf6diXE7Jrl0y6amnzljhdRR/tWJ8qSjdt1+W7Nwli9avl/E33iStx49fbpGq5XKlpy01VSnpJSU1Cl+WmKgazg4d/3Kl0WmxuN/hKCqWJ+4eLfPnzTvnc/+WsvlvoabpmfLCWBnb7Qppz839awX6lxJ/yy3y5L33yQ2//FLRqT/yaLVhk556Wq7s3kJ+vP3jc8abY8mR7X5qJ8euHytLbDWrx383xVu2ykPNmsusSZPloZatqig5ttTUC463cPVqtxEr8VGlnBStXXsJJf/rsR47JjM+/qSKoeSvpmjDRnm0V293HuTOnCmllHLN6tWyYNkyacvI+NtkORtOi0Xm/PSztKWnS+vx4zJnyhTpKCiQmqbJ0j17qtXT/o7BtdNqVeX5m0ky6+uv3elYtHFjlXBnU4zPuiuFlLJ3Ndc+Bz4/lzlbSjn6XGHOF58OHfDp0OFSR6tzmfBuU+GJ49ejx2WU5J+JKTqa8EceqXF4c0wM9ab9hikq6i+fnq58+IjRz7fKNKzOP4/oD8apXXr+xhXm/yaMQUE4s7IxuXxGPVu2wLJnT7Vh7UUFlJolIV4V/qEUJMOqt0Gzw5BPwVv54IZ4hdAlqguL4hdxKOcQ0wZPw9f0zzqJzKdzJ4xhYWR9UnW7sICh11+U251fr14U3XgjgStXUrxSbfHoXe7z+S/Bs3FjIp55+i99R1pxGpG+kRiEcsn0u/oq6v7wPRkffEDwyNsqdnES4rRFl5cTg5cXIXeNUj8iI6vsHnamfD6fHTcuFGE2g8mE9cB+ilasxFSvLg3nzz+vd/83z1jU0fl/ik+HDhfVmen8NxFC/KuVYk1qZFuymXFkBksTlnKi4MQljd8jKBhHfh6mlGSM4WEEXDsIZ05Old0zyrEXFVLqJfA3u3xWV7wOE1rD/plwcA7sqbrjwvNdnqd/vf4kFCSwIG7BafFdboTR6N4nOuC662iyYT1Rb71FrUr77F5QvAYDpQP603DObELHjKHW+A/PeQqdlJL0kvTz31tZaoxdP5Z3t7z7j9q7+1wczTvKgD8G8NbmqtumeTZsSN3Jk8+4tanOmSlv64pWrAQg5ptvzlsh//efRamjo6Oj859l9rHZfLzjYwpthe5rJoOJ6xpcR6fITvSo04Mw77CLeofaHjIfo3cmnvUbYKpVC8C9jWdlnMXFWMwQZfaFk5vhT9cE6oD3YOePELcGuj/qDt80uCkf9/qYWxbewntb36NrdFcaBp79SPi/m9D778evZy88G9RHmM0E33rLJYvbVLt2ja2uixIW8dKGl3iq41Pc1+a+c4bXpMaujF1YnVYWJywG4OraV9M7pjdJhUnYpf0fl9aV2Zyq9o6ffWw2PWr34Jp611xmif4blG87J3x83Me/nw+6xVhHR0dH57KxK2MXY5aP4Y7FdxCbG8vvR39n7vG5nCw8ycaUjby75V23Utyjdg9+GPgDds3OvLh5vP7n6/SZ2Yd5xy/8dEsAY2AA0mLBIz0dU0wMptpKMbadcsIhgCwpxuIJfiY/WPMeBNSBl1LgysegUV84uQmshVWeEULwfOfnARg2dxhtfmrDZ7s+uyiZLyVCCLyaNT3nLih/BVJKEgrUCXxzj80F4Pejv9fI8rsxZSP3LLuHh1c+TLBnMDH+MXyx+wvsmp3r5lzHsLnDKLWXnjOev5uU4hTuWXoPX+7+0n3t6bVPM/vY7LM8pXO+NFq65ILcCi9KMRZCOIUQeyr91RdCmIQQPwkh9gshDgshXrqYd+j8/6XYVvyvmhYDSC5KZn/W/ouKQ5May04sI6tU7Yn944EfuXfZvZe8gV8Yv5Ae03twMPsgoDqolza8xMzYf97RoDr/LRyaw73Q5Y0/32Bz2mb2Ze3j5gU389bmt3ht02sMmTOEh1c+jESy4uYVfDfgO8b3HE+XqC6M7zmeAHOA+0jm6Uem49Ac/HjgR7al1eDAllMw+Cm3CENJCR6REZhqqa247Kmpp4WVJaVYzOBn9IaUXdB8MHi69j5ufzvYS2H3L6c91zW6Ky1DW7p/f7f/O17Z+Mp5y/pfY8rBKQydO5TX/3ydbenbCPcOJ7k4meP5x5l6aCpzj88947NJRUnuf391zVeMaDqCo3lHmX98vvv6ptRN1T16Wfnj6B/syNiB1WnlkXaP8MNAtYXiG3++wcaUjZdZun8/DebOIfq99zBFnP/eznDxFmOLlLJ9pb8TwAjAU0rZBugEPCiEqH+2SCSS9cnrOZRziCdXP0mbn9pw77J7mRk7k2xL9tkeRUrJqxtfvSSdudVhZdqRacQXxF90XP829mTuIS4/7twB/0KyLdlMOTCFdUnrGPTHILpP68747eN5ZOUjvLvlXZKKktiftZ+U4hRK7aXszdrLTfNv4taFt7otSq9vep3h84aTUVL9GfWXmpmxMxm1eBQFZQVklmYyaPYgbl98Ozbn6Uf5ApwsPMnc43PPqvD/evhXnlv3HF/uUdaEyfsmsz19O1vTtrrDJBclY9fsVZ6zO6v+PhezYmeRX5bPTwfVKXX7svexMH4h72x5B4AlCUsYtXgUacUVp0uWOcuwOs68L6UmNfZl7UNKVaenH5lObG5s5d1q/lP8ld+Ub82noKzgL4v/72bVyVUsjlfT3Q+vfJi7l97NycKTnCg8wZMdn+TbAd8C0CKkBdMGT3M/N2vILKJ8o+gW3Q0/s1JABzUYxKbbNjFn2BweafcIB3MO8vTap/lk5yc8vPJhypzqsJFdGbtIL0l3x3Vqfm1I3sC4reMQfhX733qEh+MRHoYwmbCfYjGWUiJKrJR6gm9pHthLILrSQqNaHdTvQ9VbsCf0nsD0IdP59bpfaRbcjPlx87l/+f0kFSZVG/7/A0sSlgAw9/hcAj0D+W6AOgp80r5JjN8+ntc2vVYlDyuTWJionh02l9Zhrelfrz8GYeDNzW/i7eGNyWBibdJaAGJzY93lAlTZiM+vvq/PtmRzNO/oJfrCqlgcFnZk7KBRYCNWjVjFQ+0eoktUF5bftJxQr1BmH5tNvjWf/Vn7eWfzO8Tnx5NQkIBd2tFk9Sdk/h1oUmNb2jbyrGc+yfPvxua0EZsby470HRTZKk5X9WrenKCbbqwS1uKw1Li9/it8jCXgK4TwALwBG1B4tgey7Fk8uurRKte2p29ne/p23tnyDhP7TaRnnZ6nPadJjdWJq5kXN495cfO4pdnZ/aKklHx/4HtK7CU83uFxDMJAUlEShbZCNE1j4t6JbErZhL/Jn751+1LmLKNlaEtGtxqNEAKH5iDbkk2Ub9RpcedYcgjxCuHz3Z/TJKgJ1zVUhzYUlBVgMpjwMZ2+8fjZWBC3gA0pG3BoDtKK07i1+a30qN2DhIIEGgY1RJMayUXJtAtvV+1UgVNzYjSc/aCMUnspRoOR6Uem89GOjwgwB/BRr4/oXqv7eclaEwrKCph3fB43N735jGnx9Jqn2ZO1p8q1Xw5XWF5mxM5w/zvAHKDOVberyrD8xHKCPYOZc1ydeDjr6CxubHIjK06uoFVoKxoFNSLY6+ynNVVHoa2QqdlT8U33pXFQY8asGEPnyM6M7TqWHw/8yCc71UruVYkVnT7A3qy9dInqgiY192pjTWoMnTsUTWo0CWpCy9CWpJekI4TAZDDhZ/bDbDC7B3nlirBTqs3dN6Vuok/dPsTnxzNs3jBi/GOYPVRNvb288WX2Z+9n7rC5+Jp8WZu0loM5B7mpyU3u8pptycbmtFHLrxYpxSnsztztlr2grIDfDlcsGkopTuGXQ7+wL3sf47aN49Pen1JsL+am+TfhYfBgxpAZBHpWPUgitTiVgX8MrDYdRzYbyfTY6QD0W9MPf7M/3aO7E+AZQMvQlu4V/iX2Eo7nH6eWby3CfcJPi0de4gMhpJSkFKdQ2682Qgg2pmyk2F7MtfWvJaU4hRxLDn5mP/Kt+ezN2ovZaOZQziEG1h9ImHcYr2x8hesbXc/wxsN5bPVj3NniTgY1GMSujF18uvNTHJqDpiFNeaHLC8yMnYnNaaNjZEdmHZ1F/YD6PNTuIQzC4B7klNhKcEgHIV4h3LX0LhIKEugW3Y3729zP9/u/x8Pgwfie4ysWfv1L2JK2hafWPgXAh9s/JNeqjst9bt1zAAysP5AY/xgWD19MqHcoPiYfJvefTLYlm8bBjc8a9/Amw5l2ZBprk9biYfDAptnYkLwBk8HEY6sfI9o3mmU3LSPHmsOdi+9kVMtR3NHiDmxOG4+sUru+9PF6gPLS7BEejjAYMIaF4cypevS3tFoRmobF04BfjkupqtW+qkCN+sKfX0BZcYUl2UW0XzTRfmpx7FtXvcXIhSPZmraVp9Y+xevdX+fHAz8S6hXK/W3uJ8Q7hEdXPUrjoMa82PXcJ3eW2kvZn72frlFdEUKQWZrJ0oSlNApqxFW1r+KzXZ9xMPsgz3Z+loZBDZm8bzL1A+pzXYPzO5gGIKs0ixxrDnX967rb86N5R2kQ0ACT0UR8fjwehnOrF0W2ImLzYukW1Y34gnhe6vYSDYMa0jasLctOVBy08fXer3nryrcoc5ZhNpjd8mZZsmgY2JBGQWpHhDr+dfhuwHd8f+B7hjUaxqaUTaw4uYKB9Qfy6KpH8Tf781mfz2ge0py7l6rDn3bduQuTsWJhaqm9lBvn3UheWR7/6/k/rm1wcQdOVCbHksP9y+/neP5xhjQcQoRPhUUz2i+aq2pfxfy4+axPXu9W4mcerTD69V/Xn096f3JavJXJt+Yzad8k7m51d7W6yoXg1Jx8vfdrJu2bhNlgpktUF+5pfQ8FZQWcLDzJyOYjL2mbZHVY8TR6MuXgFPzN/oR6hdIrphfjt4+nTVgbBjcczJ+pf/LShpfcbUmEdwSPtH+EZiHNaBXaqkqZtjltDJ83nJTiFAbUG8BbV751plcDNTgS+qwPC+EEyueNE6SUw4UQJmAq0A/wAZ6WUk4+WzzeDbzl1f+7Giklz3d5nnbh7fAz+TH3+Fw+3P4hkT6RfDvgWxoENnA/sy5pHW/8+QY51oojiH8c+CNvbX6Lkc1HckeLO057z8MrH3ZPU7QLb4eX0Yut6VurhLmy1pUkFSVVmaJpGNiQ3jG9WZ+8nuP5x4nwjsBkNPFG9zcI9w7nl8O/8MexP6rEc2uzW+kT04fXN71OjjWHT3t/yqrEVaSWpNImrA2l9lI6RXXiWN4xjucdZ3fmbvLK1Egs0DPwNEtRiFcIMf4x7M3aWzXtPLxpE9aGQM9APAweJBclE2GLYJt1G1OuncLB7INsSNlAqFcoD7V7iGxLNk2Cm3Ag+wAPr3yYUkcpDs1BtG80BWUFlDpK6RPTh6c7Pc1nuz7jaN5Rwr3DSSlOwcvDi3evepdWoa3cDcmR3CN8uO1D9mTtwaE5uLnpzbzc7WVMhoqGpsxZxqOrHmVr2lZubXYrET4RRPtGc32j691hjuUd48b5FSO8/vX6czTvKD4ePrx91dv8b/v/1KAgsGGVPHvv6veYtHcSgZ6BxObGUj+wPlaHlWi/aHIsORzPPw6Aj4cPG0ZuINeay8MrH+adq97By+hFUlESBmGgV0wvoOqAQpMaT65+krXJa/E1+XJb89v4br+yZozvOZ6XNrxEy9CW7M/ez+CGg1mbtJYSu1rFfkX0FXSJ6sJPB3/ivjb3cW/re9mYspGHVz4MwANtHiDQM5CPdnxUpew90eEJRi4aSR2/OiQXJ7PkxiUMmj3IndeT+09m1JJR7mfe7P4mPx36iYSCBADG9RjHFdFX0GemWs3sb/bni75fsCZxDXOOz6HIVsSi4YuYengqvx/9nY96fcSTa57k9e6vM27rODpGdGRr+lae7/w8n+/+3N04v9rtVQ7nHnaX82c7PUub8DZ8sfsLbE4bb3R/gz2Ze3h367tu2Xw8fIjyjarRDEz36O5sTtvs/l0/oD4PtH2ArWlb2Ze1j8/6fMaSE0uYfmQ6X/T9gvYR7Tmcc5g5x+fQs05Prq59NQdzDrIvax/do7vjZ/bD28MbgzCw7MQySu2l3Nb8NuYcn8OJwhOUOcpoGtyUFYkr2JSyiTDvMPxMfpwoPAFAq9BWHMk94h6UnIv729zvLhs+Hj6UOmrm9tIxoiMnCk+4G/dyPujxAS9uqF4Z6l+vP690e4V5cfPwS/PjqP9R7m9zP15GL4K8gjiSe4TlJ5ZTaCskoySD5qHNebDtgxiEgcM5h0kqTsLutHN17avPOliUUjLtyDTqBdTjqtpXAaq+ewgPiu3FHM49TIhXCO3D2xPpGwmoWQur00qZs4y5x+dSWFZIemm62yp4Y5Mb3X6UkT6RZJRmEOEdwapbVtUovc5Eka2ItUlr6VG7B8PmDcPisGB32nFIdbT1iKYjOJZ3zD3w/rzP52zP2M7UQ+q43pc8rqfDO2pQXX/6NLzbtyf+huGYoqOJ+for93scWVkc69GTbwcaeLNHFwLi1sFzx9CEkUX70zB7GBjgdQQxdRjc/CO0rmq1OjV9F8YvxOKwuGdpKlPbrzYpxcpi/Ui7R3iw3YPE5sZi1+y0Da96etrerL08tOIhiu3FjO85nh61e3DH4jvcde/dq97l1U3q9L0GgQ0I9w5nW7pyOekY0ZHvBn5Xpc0+G4W2Qq6bfR0FZQXUD6jPvBvmsTFlI4+uepRbm93K0EZDuXPxnfiafHkh4gWGXzP8jHGtT17Po6se5YeBP9Alqov7+vf7v2fCrgm0D29Pq7BWTDsyjamDpjJ66WiGNx7Oa91fA+CuJXdhMpj4fuD31ca/J3NPlfayOt6+8m2WnVjG4dzDdIrsRIhXCDNiZ2AURgLMAXw74FssDgvtI9rXKH2qI9uSrQxyqx8noSCBYM9gJg+YTPOQ5lXCLYhbwMsbX3b/9jf7YzKYCPcOJzZPbSUY6hVKo6BGtA5rzSPtH8HqsLIhZQMtQlpgcVi4bdFt7ue7RXXDIAw0CmrE2K5jsWt2FsYtpFt0N47nH6dJUBPsmp13trxDk+AmvNDlBdKK03hm7TPkleXRJaoL6SXpbElTR5R3juxMk+AmTD8yHUmF7mg2mBnTdgzXNbyOtOI0OkR2wGQwoUmN/dn7aRPWxm0gArBrdl5c/yIx/jGMaTuGh1Y+RIx/DIMbDGZ10mp+P/r7WdveMO+ws3oTdInqwie9PuHrvV+zJW3LaX3QwPoD+bj3xxd2JPS5EEIUSyn9Trl2FfAIMBoIBjYAg6SU8aeEGwOMAQiNCu30+7Tfq33HmsI1zM5TDekNwTfQy78XRoy8k/oORc4irLL6ad2HIx7G3+hPoDEQkzBR4izhrdS3aOvdlghTBNtKtmHTbNQ216aNdxuSbEm09G5JF98uaK7/DBhYUbCCRQXqHHov4YWXwYt8Z/6FJtl5Ma7OONLt6WTZs/gtt8KaF+ERQRufNpwoO8HJspM4cFT7vLfBG4tmOe26Bx7uZ5p4NiHMFMYtIbdg0Sz8kPUDx8uOn1WuIGMQ1waqUfTcvLnV5kFTr6bUMtXCIR2csJ0g2ZZ8Wpg+/n04Yj1CniOPSFMkibZEBgcNxkt40Sug1xnfr0mNLcVbKNKK6BvQlyX5S1hRuAKApyOfZkfJDjYUbwCgu193NhdvPi2ORp6NiCurcB0ZHTaa2XmzKXIWcVfYXSSWJbKmaA0AnT07s6tsFxoaMeYYkm3JSCQGDLxR+w3m5s1ld6myvt4acispthQ2Flf1E7sj9A7WFK6hWCsmxBiCAwdmYabQWUi2o2oFN2JkVNgopmRP4YagG5ibP5drA69lacFSd5hW3q1IsaVg1axYpZXmXs1JKEugo29HLJqFPaV7MAszNlnh0mESJuzSjq/BlxKthC6+Xbgz9E6eT3reHe6B8AeYmzeXAmcBNmnjvvD7WFWwihO2E+70PFF2gkBjIDmOHHIduThx0sa7DUZh5GTZSW4KuYk9JXu4M+xODBj4PONzjpcd5+nIp/Gx+ZDlkYVAcNBy8LR06uPfh2KtmO0l28+Y/22823B/+P28k/qOO+2u8L2CnaU7sUs70aZo8hx5Z2wbKuOBB54GT0o0NaCJMcfgb/DniPUIXXy7EOwRzNKCpTT1aooRI/nOfO4Ku4tfsn8hxZ5CA88GJJQluOPzEl7u975Z+002FG0gyBjEMesxwk3htPRuyW85v3Fz8M0csBxgU7Hyf/Qx+BBiDCHZXlFPQowhPBr5KNtKtrGmcA13h91Nqi3V3R5VR3Ov5sRaY6t0WgAjQkZQ5CyqUoYA6prr4mPwoY1PG672uxqHdFDgLMBDeGDRLIxLGwfA4MDBNPFqwoSMCdW+N8wjjBCPEI5aj2LEiJPTO7V7w+6lg28HUmwp5DnyiDHHMDlrMlf4XUEP/0u3j3mqLdUt93WB17G4oGIm54bgG1hVsIoiTc00dfTpSJItifbZgTzw9REAst57Fy00lOBPPwWHk7znn3M/b8zIIOyNN/lsqIHP/HPJDb+S2OaPszTBzvRYVYfGtDbyZOqzeDgsbO32NZrx3FtFbSzayGHLYdr4tOGg5SB7SvcAIBC09m7Nfst+Qj1CyXHkYMTIhzEfIpFMz5lOF78u/JT9k7ut9zP4EWWKIr4sntFho5mWOw2LZsEkTFztd7W7Xevi24UwjzCWFCxhVOgouvp1PaN8UkrynHlk2DPYWryVnaU7iTJFkW5P59moZ9lcvJk/i/9EIKhtru1u7wMNgYwKG4WXwQubtBHmEcas3FmMCBlBsEcwc/Pmsq5wHR/GfIjZULHwz6pZmZc3jx7+PSjRSvg8o+rRCR/HfIzZYOaN5Ddo4NmA0eGjzyj3+PTxJNuSuTfsXmqZa/FFxhcUOAsINAZiFmayHFkYMFDHXIdEW6L72RejX+ST9E/cbeOIkBH09O/JgdIDGISBlt4tq31ndUxIn+Dub0aGjOQq/6uqDVemlfFLzi809WpKoDGQVt6tMAplqEktTGVc3rgq4YONweQ5T3dtCDQG4mvwJdVe4SN/Jn2gMqNCR7GjZAeHrYfd13wNvtQy1cLL4MVdYXfhZfBiXeE6FuQvoEyW0cKrBXnOPNLtFe4uDTwb0Mq7FcetxzliPUJjz8YUOgsZEjQEh3Twc87PZ5WjvU970mxpZDgyaOLZhFR7KiVaCS28WuDESbItGU/hyUMRD5FkS8KqWYkyRSGRHLEeYVVhxUDbU3hiEAbqmetxS8gtLMxfyK7SXRwYfeBvVYwnAluklFNdv38Alkopz+gE3KxZMxkbG1vtvfSSdPr/3r/ae891fo5+dfvh0Bx8vONj1iavPafMs66fddoo7VzMj5uPQ3NwfaPrMRlMJBYmYnVaGbFgBJrUeKrjU9zZ8k6Wn1hObG4sQgiaBjd1j/xeu+I1PAwedIjoQFpJGj8e+JEo3ygO5hyke3R3hjYaSqBnIBE+EWhS49fDvxLsFczQRkPdMqxKXEVcfhx3trgTT6NnFTeJIlsRJfYSFsYvpEFAA37f8Tudm3ZmUcIiQr1CGdZ4GP/b/j+c0snwxsPZk7mHDhEduL7R9TQJrroVkdVh5bFVj7E1fStDGw2ld0xvVpxYQauwVgR7BVe7WKRVaCv61u1L85DmrDy5kh0ZO6pY3L09vHm207O0i2jH5H2TifGPYfqR6adZ1VqEtGDm9efvK55UmMRz658jwieCz/t8zuqk1Ty15ik8jZ6sv3U9AN1+63be8QI83elpGmQ1IKtWFquTVvNC5xf47chvzIidwXtXv8fQRkNZnbiaJ9c8CcCSG5cQ6BlIzxk9MRlMTOg9gQdXPuiO77H2j+Fp9OTjnR8DytLYq04vTAYTb/z5BrF5sVxd+2revepdes/sTYuQFhzOPcys62fxyY5P2Jy2mVua3sLzXZ7ng20f8MexPwj0DGT1iNU8u+5ZDuUcIteSy8jmI3m609MMmzsMP7MfgxoMYkTTESQWJjJy0UgApg6aSvuI9tyy4BYO56qGcN2t6/h+//f8fOhnPIQHG2/byLITy3jjzzcA2HTbJr7e87XbxeXlbi+zL2sfK06uQCAY0mgIb3R/o0oaSinJseYQ5h3G2rVr6d27t/ueU3OyPWM7x/KOMaLpCLw8vCiyFfH6ptc5lHOI1JJUAswBbh/ycitauVX2gTYP8O1+5ZvaLLgZvWN6M2nfpCrv7x3TmyO5R0gvSSfKN4qral3ltnxP7DeRq2tfzfb07bQJa+OeFrY77e5ZEafmxCAMCCFOc+WQUnL30rvZnbmb5zs/z/WNriezNJNAz8BzTmNmW7J5Z/M73NjkRnrF9EJKSUZphru9+7T3p6dt31TmLOPjHR+zIXkDHgYPt4W7MtfWv5Zbmt3CtCPT6F+vP9/t/w6b00Z+WT75Zfm0DWtL/cD6LIhbQKOgRpwoPIFDc9A9ujtH845WmYUDqOtfl8SiROr41SGtJI2nOj6Ft4c3vWJ6Mff4XCbumXjGb7ypyU34mfy4pt41F2VxO1/e2/Iefxz7g7nD5mJxWLh5wc3U9a/LohsXsTh+MWM3jMXbw5ulNy3l3S3vknryIG+MU0pRs317MZjNJD/xJGVxcTRatNAdr2X/AU6MGMEnt3ryrUiAm3/k1eNN+GVLIs2j/EnJs9C9USiTe5TCT9fD8EnQbuR5y78jfQfvb3ufe1rdw5CGQ3hr81tsTduKRLn+tA9vj0NzcCDngPuZYY2G0aduH55a8xQAL3Z9kTta3MHyE8tZELeAUS1HEeMfw7PrnqV1WGue7vQ0XkYvhs8bjo/Jh98GV91/Oas0i1c2vsI9re9hd+Zuvt77dZX7q0espu+svu7ZrSjfKLcv8DOdnqHIVuSum+VEeEeQackE4H+9/seUA1Pw8vBiyrVTzpgWNqeNu5fczYGcA7QNb8u+rH282u1V9mXvY37cfB5o8wBPdHzijM+XT/dXtrLH5ccR6BnI+uT1vPHnG/SO6c0Xfb9wz+qV90W/HPqFD7d/6H7uqlpXuRfzXVv/Wsb3HH9ON5Q8ax49ZyhX0Fq+tZgzbM55u1YCrF27lg7dO3A49zB1/evy6c5PWXpiKQZh4Jq617D85HIEgl+u+4U2YW2wa3Y2JG+gSXATBs8Z7I4n0DOQ0a1GE5cfx8J4VbZHtxrNlrQtHMlVg8NH2j/Cw+0eJqMkgwDPALw9vKuVqbw9jC+I590t77I7YzdX1b6KfVn73DPgoAZ4pw7W24W3w+a0cTj3MA0CG9Czdk/WJK3h494f0zykOZrUcEonJoMJKSUO6XDPapzNpa7MWUbnX5S++2nvT5WOKB14CA+EEFgdVnZl7OKqOlf9rYrxWKA5cC/KlWI7MFJKue9M8ZxNMQZVsB2ag6fXPs3uzN34mfxoGNiQL/t96Z4KzCrNYnfmbq6ufTXrktfxwvoXTouncVBj/hj6RxWT/sVwPO84BmGgYVD1+yS++eebLIhbwPY7t1+yd9aEU5UPUL5NZqO5xn5AJfaSak9ocmgOXtn4CuuS13Fb89u4pu41tAxteVohXZ24GrPRTIuQFpiMJgLMAVXupxWnMT9uPr1jejPn+Bx+PfwrtzS9xT1FdjFIKZl7fC7NQ5rTIrQFoAYPe7P2YjKYiPCJYOhcNehYfONiNU13aCo3NbmJGP8YJuyaQJ+YPozrMU75656Sng7NQa411+0fJqVk2Yll1PGvQ+swdZpfZmkmQZ5BmI1mJu5Rvut9YvpwV6u7sDvtjF6qGqZfB//qXqmeVZrFZ7s+494299IwsCHD5g4jviAef7M/625dhwEDiUWJ1PWvi9FgJC4/jufWPceolqO4scmNTD00lfHbxwMwoc8E+tXtV20DcjTvKMfzjjOowSCEECQWJvLl7i/pUacH1ze6nqSiJF5c/yL3trmXfnX7UWovZfCcwXSL7sYHPT7gYPZBt3K95MYlrDy50q3oTx88nVZhrc6YN9WVzZqwN2svezP30jW6KyMWjADgugbX8c5V77AofhEpxSk80v4RSuwlvLrxVa6pdw0l9hKua3id2x/d4rDglE78zf5oUiOhIMHtm3gxFNuKsTgs1fpEXwirEleRUZLBbc1vO2enO2/lPK7rex1IOJhzkFCvUGICYqqEmR833z2gndB7Av3q9QNUOS73A31789vMOjqLcO9wbm9xO5P3TcbisBDiFcKXfb/k9sW3A0rRffPKN6vEn1CQwJzjc9A0jdtb3I6/2Z8ZsTO4ucnNBHkFXYIUOX8cmgOb0+ZWQGYfm02XyC7utDmWdwwPgwcNAhswae8kvtr9JdM/ULNoLY6oQWLaa69TtHYNTTdscMdbsmULiaPv4dO7fJlsO0bWvdvp9vUxmkb6893dnflmXRx/7Exh92v98Pq8NdS9Am756ZJ9l5SSVze9yvy4+fh4+HBv63v5cs+XhHiFsPSmpXgYPOg4tSMAW2/fWiMFbNLeSXy550vW3rKWUO9QMkszCfcO57VNrzEvrmIRoa/JlyENh3A07ygjm43kuobX8cnOT5h6cCoO6eB/vf7nHkQOrD8Qp+Zk8vLJxHurNmzZiWUU24tPe/+THZ/k/jb3n/O7y7lz8Z3sy65QJxYOX0i9gHrn/M7qKHct6Fu3r3vNxNa0rTQKauTeG7vQVoiPhw/PrH2GdcnrCPMOw2QwkVKcgofBg9ub385znZ87ra4ezzvOpH2TyLPmsTV9Kz8O/JG24W0xGy9sS7xT204pJbnWXGxOG9F+0ezK2EXzkObV5vmWtC3E+MegSY1w73C8PNTJpWnFafx+7Hdua34bRmHkm73fMKD+ADpFdrogGSuTVJREtiWbDhEdsGt2LA4LK0+uxGw0c0X0FQR5BpFjyaHUUVrFTfZSsCh+EU7prGJcPBUhxBkV42rPia7pH1BczTU/YBZwEDgEPH+ueJo2bXr6gdfV4NScMr04/ZzhNE2Tcflx0uawyU0pm+TG5I1yXdI6WVhWWKP3XCqcmlPaHLa/9Z1SSrlmzZq//Z0XQ1Jhkhy7fqxMKUr529757b5v5ajFo6SmaTLfmi8n7p4os0uzpdVhlYviFkmL3eIO+1ekp9VhPef3zj46W3b5pYucfXR2jeKMz4+Xrae0lq2ntJYFZQWXQkw3p5bj+cfnu+X6M+VP93s1TTtrPJciLSfvnSwPZB246Hj+C9QkPe1Ou7xp3k2y/6z+Vcp1ZYrKiuQP+39wl8kSW4mMy4tz/96YvFHOPjpbltpLL5ns/xR2Z+yWrae0loeaNZcHW7eRUkq5IXmDPPrea/Jw6zZVynThihXyULPm8oHxHaX8sIH8ctVRWW/sQpmQVSyllHL1kQxZb+xCueZIhpTzn5Ty3SgpS3L+EpmzSrOklKr9TCpMct9bEr9Erk1cW+O4DmQdkK2ntJZzjs2Rz6x5Rrae0lq2/amtbD2ltRw+b7i8ZtY1svWU1vLPlD/PW87K5fN43nHZb2Y/edfiu9ztxYBZA867TM04MkO2ntJaXvHrFX97eXRqTimllA6nQ76/5X33d8w4MkO+tvE1+drG12RacZrMKs2SA2YNcN9/ecPL52wbz8W/rV//pwPskGfQSS/KYnypOJfFWOf8uFCrnE71XM70rMnuIpXZlLIJq9NKv7r9/kKpqlJiL+HhlQ/Tv15/RrU8+0IXvWxeWmqanhaHBYMw4FkDf9f/bzg0Bz1n9GS495V0NfSkdo+WDJ8/nNt3enPD8iKa7dqJwUdZ4fJ//520V19jwkNmJgXFcH3Ri3h6GPj94SsBsNqddHh7Bbd0rsNbVwj4+kq46inof/ZV8JcTTWr0nNGz2q0Bfxz4I52jOldxLTofqrNyCiHItmQzftt47mtzH81Cmp1XnKX2UibumcjQRkPP+9lLiV2zMyt2FuO2VfX77V+vPyaDidWJq/nqmq/wNHrSJqzNRe+mo7edl5azWYz1I6F1dP7BnI9SDLh3D/g78TX58vOgsy+m0Lm8nMlHUAe3S8Uxj0JqU8xj89UuCulGtSDTWVDgVoxtScloBtC8HTgD6hB7rIh7rq7vjsvLZKRdTCB7kwsg8ipoNhg2TYB6V0HTAX/3p9UIgzAwuMFgfjvyG3e1vIunOj7F/Lj5xObF0iGiA8AFKcXVUa4chnmHMb7X+AuKw8fkw/Ndnr8k8lwMJoOJ21vcTruIdmxJ3ULdgLpM2juJFSfVQvBbm91aZacNnX8PumKso6Ojo/P/mmDPYDJLMzki1eKjUK9Qir3VyZPOggJM0WrvYXtSEvlBJry0UnKM4dicGq1rVd3Pu2V0IL9tO0mpzYHP8K9hYjdY/Y7a79jvwk7i+qt5rstzDG8y3L0w/aamN11mif49tAptRatQta6ic2Rn3tmiDuW4q+Vdl1kynQvl71sRpqOjo6Ojc6nQNHDawZJf8Tt2ScXv8yDIM4i8sjxSbCmEe4fzbOdnKVbrk3DmV7gYOHJyyPc34KNpJJapdeeta1dVjAe3jcJq15i45jh4BUKvsZC+Dz5pCfHrLuRL/3JMBtO5d2s6shjWjYeMQ7D8VZh5Fxxd/tcLV5wJ5S6f+3+HpBoe+Z2fCDl/72muwV7BfNL7E+beMJe6AXVr9tA/wJ1Vpyq6xVjn3015o1Luv5WyC+wWqP/3uxTUiJJsEAbwCTlzGGshGE1g0qe/dXQASN0Du3+B3VOVsjnoQ9j+PZzYAMIIN04GWzEseBJqd4b7VoDmgF9vBk9/GPnrWaMP9gomz5qHt4c39YLqEeUbRbG3alOcBRWKsTM/nyIvDV9N42CegQh/T+qHVt0FoFO9EHo2DWf+3lSeG9AM0fkeiG4Ls8fAjFEwZg2EXvxuKJeE0lzwDq5oP08lJw58wyE3Hqa7Do5Y817F/eSd8MzBSytTTpxqI0MawLJXYPOX0PEuaHkD/HEfIOCVtNPbx11TIesI9HgWvIJgQltAwisZYPK6tDJeKnLjYVIvGPYltBx2uaXRcXFRFmMhhFMIsafSX/1K9+oKIYqFEM+dJQodnXPjKKt+VJ19HL7oBJN6KstRfiJ82wemXAeFqaeH/zvYM00dB1sdTjt8dw1MaAO2EqXAr3ob0iv2IsVuUd80ro6yjgAsfQk+bKCU6n86+Unw+71KkbkUSAlFro3j7VbY9TMUpl2auHX+eWiaUrY01wEhaXth1j0wuRds/xYcVijOgFmjlVIMyj1h/uOw3LXVY8oO2Psb7PoJEtbBkYXKypkTB/MeVWHtroMO9kyDDZ/gb/KjzFlGpj2TOv51lGJcbjEuyHeL58zPp8BTw1eT7M+FLvVDql1UNaBlJEm5FuKyXNuT1e4Et01XyvqUwbDhYzg459Kn3/mw/3cY3xCm31F9+5q6B77sAh83U3XaJxRu+h6ueFR9y8D3oTAZijIuTg6nA05sUnmenwRfdFR7QFvyYbs6TZJdP8Mv5acISji2XB25vfw1WDIWsmJh/mNKiV75BmQeUuEAdv54cfL9VWgaLHkRygrhj/v/He37/xMu1mJskVK2P8O9T4ElFxl/zcg4CN4hEBB97rB7pkFhClz9tGoMHFY18pRSNaAbPoIGvaDvq3BwrmrI2o1UFjwpzzyyLkwFvygwnDLWsBaAyUc9f7k4m9w1fT59P0S2Pv37UnbC4YXQ+ibY8jXs+QUC6qjK7hUIQz+HRn3P/50OGyx7CXIT4OSfEFwPrv8cjiyAvJNQv4fq/HJdU2XHV0Lcmornj62ATndf+DfXlLR9kLQVutyvFPO5D6nrDXur9Nr/O0Q0h6g2kLgZ8lynpMWvA0uu6iC3fwfPHlVWjUPzoSRTpd3midDmZtjiOpI2drGynBSmwaQeUKer2iPVaFKdSGnOxVminA5V/qPbQbNBkHkEZt8PHe+Grg+o+3/cB6GNVf2QGmz8BIxmuOIRKEiCz9ViHTIPQ5MBkH0Uej6nFIPq0DQ4tkyVnXa3QfvbIPuYshjZimHx8yp9b/hGpe/a96HptXD7DLDkqffEXHF6ubzcaBpY888+M3Cm56Szor2xFSuLJ6iBgcEDjDVsthO3wo7vocX16u+fSsYhWPwcRLZSytfacRDdHvq/DdNuU2nRfIgaIA18T5W/n4cpBfmJ3VBWBPMeA3spDJsIcx+BBU+BZoewZsoqt/g5NZuk2VWbHlRXlSNXffXt8zgAJVoJ4d7hRPpEUuwySFaxGBcUkF9fI0BqxBWauKZWANXRu5na03ptbBaNI1z5F9ZEtYd/3KcGxKDqbJez7+F7yciKhak3Qr/XoHF/WPICICF2ESRugXrdq4bf9q0qixEtVDt//WeqPWpzs7p/Qh10QdpeMHWDQ/Og7a3gcZ47n2z4WNXrXi+qNgVUWzLtNtU/j5oDcx6G4nS48TvVLxz4Q8lXPjg6tgIMJmh8jWpzvV1HnQfWhW2Tof3t6v8H56lFkD1fUO0WEs5zgfMlQdNgzhjV9pUz71HVrl0KijOVpf8id8L4TxG/TtX7kHPvmfyXuFIIIW4A4oGSmoT3cBTDj4OhTme1IXr9qys6g3PhtKstcXzC4IVz+BPNf1yNPEFVrKI01bma/SGgFmTHgoe3UgK3fFVRSRc+Bf61oCARfCMgqjXknYAOo5SCtvZ9iFsNnoFKYbAVq2fb3wGTe6uG+N5lEL8G4tcqJSO0MQTWObOspbmQvF1lZFkxBNdXHUFuPIQ3U6PLwhRodaPqKB028FAbh/sXHoNlK6D3i6oz+Wko1O2mRvtnagRSdqqOuE6l3UvKimDNONXwndyovrX5YKW01L1CDTK2uk5D2vhJpTwpU4OBgiRY+DQ8thMS/4R9M1VnVxNlIXl7hbUgup1SQH+otKr78Hz1/yETYOWbSolM3q6Uq6PL1L9b3wjrPlQKWnR78ApQDdLheWrw4xOirLV5J6DFkOrlkJKAglhwdFcNfkkO5BxT369pMGUIlBVASMOKRhrUtKkwQsZ+1WDft1xZOQAQqjNyuo7ythbAzFFKpu3fQnADaDNCKanFmSo8Uvn4NR+iLM6aXcVxcA407ANfd1ed7FP7z16uKpO6G/ZOVz6QPiFqULPWtfXQ2BOw6i1VFxY/B2FN1TsPzVX3w5spC8/qd9Vvoxk8Kk1XZh5yWW1c77l3KaQfwLu0sCKM0wE/DFQWPoNJWfdWvQ1F1Vj7ywccAEeXqtmCxc+pOtX7Zeg9Vg3Qdv2s/n2qIl4+OCzNVf8v7zidDlXvI1qq64WpapAR2VLNVGQcVJ1zna6qnh1fCRs+UXW7wx3Vp6vDBtNGqrre7SE1MKzdUaVxSbaqV0nb1IC8xfWqrXDaVRuy6m1Vj+9fpcru+v+pQf/wSbDoGdVmtbgebv4Rso6osil7KdmlVN9fkqXaih0/qLbn0Dx4+qCq+7MfVIOzelepAX9wfdWmQfWDi7JipXBWXjRmyav4f3ADNfjxCVVper5KhrUAfrtFlfPEzRVtbuYh+Nm1Of/9m1V+VObBDRUDCE9/GDW74t4tPyn/17S9aoo6cQuseE0N2O9brhSQ1e+qPw8vcFjxy6g4AjfUOxSz0YyvbzBOj1yc+fkASLsdabVS4mkgSpMU4kMrl2KcZbNz4+7jdAn05ZPmdakT7EPDcF/WH8vm/h6VDoBqczN4Bqh8ztgPi55V9aj9HeDpp9oXr8CaD37OmraFqrya/aBJf9WeFiYrhbjVjer+fStUG3ZoblXF2Faq2pYOo2DoF6otDzrFZzaqDSBUvh2aC3t+VfWn94vnJ+cB18zYzh9VftS9UpW5xD+VctewD9y/UpWN4HpwYn1FP37th2rXj9w4aDUcrnwcji6BTZ9Bo37Q/DqVxj8MgkyXy0fGfpUWwgjeQSoNfMNOl8thg6Qtqt+rrGAWpKiy5xMG5kpuNDlxsOJ1uOZNNQg6G4fnw/5Z0Gk09H1NuQWtfV/V1VNdKmKXwrxHqVX7RqC3ypu149SApf3tamCxb6Zq83o8C/tmqLYDVJ4VZ6m6Wa87XP2MGoDWVGEubzezj8OS5yHrqFpEWpKl5PDwVOU1ooXS2zw8lSwthqq8S9mpyk5oI2h9s+qDK+O018xoqDmVznZ4vmqzoturspK2RxnEgusrQ1hOnOqLmg6syNOTf8LJTRV9VWRrGPxJ9e9xcbEn3zmB/a6fCVLK4UIIX2Al0B94DnUIyEdni6dzLaPcMabSAXomH1W4ujxwdkuQlEqBXaaOXubJfUoh8ouEmK7KHy2wrqpM6fvVSD2qjSroR5eqTGnUVyVcYYoaufd4Fta8rzqgeleq6+VT497BSulI339mmc6XJgPglqlKadr6jZpir9sdjixSing5Ht7gqOacc7M/+EephkFqUKuDUkTKMXoqRRVUWtw1t6pVsaxI+eUdUEfk0uV+pWD5RSp5KuMZqJTAU+l4t2ooMg7CdR9BrY4q3w4vgBl3qt95J5SFtOm1qlAG1j49HqdDdWa1OypFe9XbMGKK8i3LjYeE9er7Qhsp5Tc/Ue0RuuQFpVAi4KGNqnEqzlCdwcZPK+Jvdp2yNmcehKaD1CDmG5cv8j1Lweyr0jC6XUXDse1bpYC1GQGDxsNn7VUajFmrFvqUN0BtboG4VSrvIlrCetdWRM0Gq4a6vMNv2FuVof1/qEakbnfV6W+eqBQwgAHvqcZr6g1KxtXvQkBtpVR1fUBNF171JOz4UXUGOXFq4AIq/bs+oJTo4gzofM/p6QyQvAN+HAROm4qr/9tq9XzOcaVMdboHdk6B7o+qDjK8uVJ6Ercqy3adLipPDEaVb37hSsZjK+CJXTDtdqXgdn0Qlo51v1YTJgz3LFKK1sZP1XR3m1tgyCfKhzRpK5h8lbLlG6bqo08ozHlINcjdHlJW6VbD4aBLGTJ6wr1L4Ocb1ExFSEN4dJsqD/tmwN5parB6669qoGq3wOgF6tnpd1TU/bYj4ZebVP6Omqt8KZO3q3DhzVXZ2z9LpQ9AVFvV8fR8Tg2Sfr9H1Ru/CDX7FFi3og4bTKrxzjlWNR8iWkHW4YryUU6LoRWDv8oE11d1qefzSkGXTlUvuz+qvn3zlxVhmwxQ6ffDQDXtbcmvKJeVMZpVmt27VPlm7vhB1eVrxykLY9JWeGCVknXVW/Dn59WXqfAWqpPMOa4sdyYvNTU+4B1Vnjd9BgXJqqzFLlbtVEgjZXgYvVhZ2Pf8phQro6fq8ANqwTVvVP++syGlatu8AtS/t3+nBp7hTSFhA/w0RFnfH9oE6z5gZdpmng5UhoWPen3EwPoDuX7O9bz1fiLRg4cT/eabOItLONq5Mz/3NdCpUR4fZH3EopdvxN/XTP/tscRZVDs7s10jeob48+b8g0zblsjeNwbgZapmwFBWrAa0+Ymq3IQ1VYNrryCV9jHdlGLhHazaUN/Qs39zaS4cXwUNeqpB2Ld9Kvqqge8rA4Knv2rfQdWhEVNUXU3dBU/sUe4IOXFKydr+Ldy9QMV3Jn4dUWnAjyqfT+xxt5/n3Hv35Gb48VrVD8etVtdu+FrJtuodZYg5db1IfqJyL2t9kzJ+xC5R7efQz9VAbdZoNbC6a76S45OWqp50vldZpRM3w6xKs4md7lH6htGk6kK5orb0ZdgyUfU/2UeVLMWZqs0C1Sf7Rai6G9akQv4GvVT7seEj1Td3PGV3CilVOh9ZDM/Hqb7Skq/cRzIOKmUZCVc+ocr/Z+0rjAVXPaXyKmG9+t3lAZcBqRo9rvkQNbj3DlZtTGW9ZcRP6nuMJtei1cUQFKP6vkPz1QxMQC3Vxpu8Vd0sb8OK0lV62kvPnK/VYfZT5dBhVTJt/lLNSt7wlTJw+EW6/N0NaoAV3ky9K2mbqgeW3Jq/yy9SzXD8+WVF33gK4q3Cv/VI6I+AbVLKmUKINzmDYiyEGAOMAWgc6ddp1tfv4VtyEr/iE0RmrMUgVeeTE9KZ443vw+JTq8rzPiXJNDk2ieD8M540XS1buk3C6h11Xs94WjMxOsso9amDkBpB+Xsp8m9KZMY6zLY8ckK74FmWTUTmepxGL4r8GwPQ5Ph3lHrX4mCrF4hJmo/FOxqLdxQBhUcxOkuITl99xnfaTAHENboP3xKVHmZbAQKN9Mje5Ae1RQqByV5EZMY6PBwlGJ1WzPZ89/MZEb2QQqAZPEmuM4SG8T8TlrOd9Mi+HGnxJAB+RfE0OfYNgYXVH65i9/AnLbo/Ho5ikusMQzOYCCiMJSp9JSF5e0mMuZGT9Ubg9Kj+2FGhObliy3142vIo8muAQXPgW5oEQFrUNcQ2e6zKyLXR8R+ISZ5HiU8dfEuTKfWuzbZuX50zf4RmJzxrM2WeYRQEtaR+wq/UPzkTTZiQwoBRKztnHJVJjLmBvOD2GJ0Wmh/5Ag+nagA04eEulzZTEGZ7PmlRfTFoDiIzVUO1t+1b5IW0JyRnFyDJDe1ESM4uaqcswL8ojoOtxmI3BdB1+2MAHGt8Pyl1rgcp8bJmEFB4hKzwqzFodnpsHOmW6UCrF2l98AMASnzqsr3rF7Td+wYheXsAONLsMeqfmEFhQBNSag+mwx51BHBs00dJj+pDeNZmGsX9QErtISTWvYkmx74hKn0NFu9oTPYidnb6mCs3jyau4d0E5+11x/tn9x+olbqU+idnAnC80T34lKZQK225S/4x+JQmUit1OQ4PX/KDWnOwdYXFSGhOWh38kLCcrWSHdiUsp+qKcqfBzKarpqIZa744pt2e1wjO34fTYGZ3hw/psPtFjFoZEkFCgztpmDC1xnHZPfwp8m9ISN5eAMrMoXg4ijBqNgBO1LuFMs9QaqUuxb84gTJzCIdaPk+b/e+4y4Xdwx+DZsOolWEzBWC2F5Id2oUDrV8hLHsLIIlOW0Fo7i7KzMEk17mewoAWRKWvIDp9NXYPX/KD2pIX3JZSn9q03fc2BumgzBzMzk4fY3SWEZW+mmK/BmSHdaXb1kfwKsvE7uHHsaih1C7c6a7Dhf5N2NvuLQyaA7spAISgw66xeFvSMDotFAS25FDL5wFJZMZaPMuyMdvyicpYS2b4VfiWnMS3NBkAq2c4XmVZrn+HYfGuRXD+PjThQVb4lTg8/AjO20OxXwN8S5LwLU3E6hmOzRxMQNFRdxpbPUM51uRB2hx4351eJkeR+36pdzTbun79t077+hafRApBqW9dItNXk3/iG8ZERwLwZOSTNPZqzMdpH/PSZyfxataRwntGI4qKiHj+Bb4fYKBfTC5P537DVwMCmIIPy/GkCQ5OYOQayrhbWNmX5eCTnWU80t6TrlHVW4ANTitB+QdpkDAVn9IUrF5R+JYmnhZOYqDEty6eZTlkRPbkZL1bMDqteJblYPUKp8XhCQQVKIuo1TOcgsDmRGZuILbpo9Q7OQOvsmw0YWJrt6+JSZpDnZRF7G37BnkhHYnIWE/Lwx+THtmHqIwKd7RS79ps6/qFsqyeAQ97EfVO/o7VKwzNYKbZ0a/Y1eEDCgNbAFBcXIyfn98Zn2+9/138i46zvcuXtD7wHnaTP4daPo80XITr4SkLsoPy9uFTmkRa9ECk6wj00Oyt+BfF42VNJypjrfvRMnMIB1u9QJlnOJ13PInJcfoR1gDZod3QDEaMzjIMmg3Pshws3tEYtDKC8w9UCRvb9FHSaqnZzoZxP1E7ZSFGzabaiDavusOZbAU0PzKB0Nxd7mul3rXwsaRyuPmThKauJqJwPxJBbLPHiUpfTVDBATRhYlvXiQTn7SYkdxdF/k1Jix6A3VzVOmuy5dNm/7sEFKnBuSZMxDcchUGzu9tMp8ELo2al2LceUnhgsudj0BxkhXcnI7IPhYHNQWoIKTHbcvEvOu76bjsBhUeQwkiRfxNqpS6hxLcupT51sZt8CSg8Sq3UZe7+H8Bh9MLDaT13diLID2pFQWBrMiJ7Y/UKIzRnJ2ZbHtlhXfFwWPCyZhKUvw+7yR+Hhz/Njk50P58VdgWlPrUpDGhGbkgnPMtyqHdyOrUenvu3KsYbgBjXzyBAA16XUn7JGTjt5Dsp1bTM8VXKKhTSSPkZBdapmKr7tp8axflFqJFPREtlVWo5TFlP0/erEQpCTQEH1VOWi6YDL/h7zxsplVXa4wxno2uaGpXnHFeWleaDlZXaaFbWssqrbh02KM1Wo7gz4XKn+HPZHK4cOPz0+3/cryx6d81TI7RVb6vR7s0/qNG3JQ+OrVQWhbDGyupzsWQfV5as2h2VRWPfDGWBL0xRluMGPZXvX0hD5SpRbjkTRrjpO2UROF+StsH3/dW/75qnrLR7pysLUnB9lzWlb8V9zaEshdXhF8WWVm9zRfZ0ZRHo+qCyesUuUtbeu+ar6bafrleWnrEnatbBr35X+U8P+fT06aVylr2i6kG/N5Tl99gKZbHs8gDEdIH1H6n9URv3hztmwdyHlfUmqJ6yFvtHK6uc2U9ZQU0+apQ/5FPl0xtcX7me/H4PdB2jfPDuXa6sewueVFNvXe5XU3FzHlR5NGi8+t6pw5VV77Htyk9uvvLR5J6lp/sqgnvKbMuSGVzhnaDSMrq9qo+Nz/OUvqyjynLZchi0vQUWvwDbJimL7/BvlMWo3OWj14vK0nzgD5V2jfpBj2fUgq6STGWdanOLmh2JXawsGkIoa7ZPmNr9wGBUdTVhnUobvwjlAiCMkHFAWaodFvWuq59WVuGIlqe7FZy6g4rToeSse0VV95fUPar9qttd1cNTKUhWVqIWQ1l7rJDeV7tmmEqy1dTxqa40GYeUZRKUO1W5j2hlytMQAd0eVHV1vxoMccvPyjUBYND/oNuY6vPFVqraLM2hrL11r1BWpimDcVu0Bn8MB+ao9k1zKLmHfHrmmY2/g6IM9n3ZmjtqKYPJwutnU8+vNg+vf5aR72yhUdse1Pnic+zp6Rzv3YdvBhkYGl3Im/zEomd60f7Pg3QK8GFyq/o8cOAEeQ4Hq7o0x+HUGPDpekxGA0ue7IHBcJZ2QdNUP+XhqdrM7/srC1mbW5Tf/fbvlWVUOs8ch9GsrIwbXHaoRv3gzj9UGVvxuiqfHVwL7fJPqvoPqt/4vL1qk4Pqqan9nT8qN5SQhmd4WTVYC+GDmArXJs5hMc6Nhy+7qvI28L3qw/zVlM8eBNZVs8zHlqtZ2/J07ve6sua2u03Vca8gVb/O5EetacoSuv5/cMXDarYlfq3Ki/xE1TZ4B6u+dthXp7tjOWyq7mQeVDOuoU1U/l/9DOvWrKRXYKpyW4jpqqyqhxdCoz7ndt049R27f1bPxrsGQuUzncdXKNeVge+p2QUpVZ98KfywrYUqfT39VfpFtlZrRPb8qvpo/yjVp4Q2Uu1I4lblhtFp9PkPmvf/rmYGrnjkjOtuznby3SVXjE+5/yY1cKU465HQRxZXbBPjF6mmv8qKVUd/zZuqIyrHkq98hkAVwsCY/5fO52dsjA78oVYXl+PhDaMXQZ0zLIz6q7BblF94bnzV6x5eSp7so2oRx8VUxm3fKkX46qerLwOxS5VS09O1aUpugqqYRxapKeo2N6kGrMUw1m7fT+8rOiiXm8b91Z6k+2aoBRzl05u7f1HTnaf6Qv6V2EqVu0PbW5Ucu39R/pMA136gGvNpI1UDEVxfKYHrPlQNNagp7a5j4H+NlauByUcp9jVZPGO3qA7EN0xN/319pVLEnzl81jr3lxxraitRU/Cthit5HGWqbIU2ObOvpsOm3CTqXXnxbYStVLleBdW7NL6h50GN03P1e2oAc++y6rcB1DQ15egVpLYWA9X2OstUuh5ZpDqtJhcwWM4+rgYe4c2Um09lbCXKhekyc/Kz1gwJUuVgc5YFv5JcxrbpTZ+v4mhZvyt1v/sW28mTxA28li+uN3BzWBnfBE1l8JAmjD2azNJOTWkf4MOEE+l8kJDOoatbE2LyYP7eVJ6YtpvPRrZnWPtq3MfOxqmLpsuVlNQ9sG+6cjuTmmqnfMOVL7AwKMVYGKD742c2ypzK4YVqkD1oPDTsdX5yVubjFkrJGa7WnpyxfB6cA3MfVXI+vLFCSb8cJO9U7pa+YUqHmPOQcn/r97pyRboQyvMuJ07t7FGuaHsHw6PblQtbQK2ztz2FaVU2FLjkbafTodz10vbBPYtcPuP/f/h3Hwnd/Drlz5mwHtZ+UOHXUu8q5dtamXKlGE5fKKADLYfDUJdVxz9K+U1Wt+jgr8bkrfJ0xevKJzH9gPLP7XyfWvxXp9qyen6c2gGfSrNr1V855StVK6+6roxXoNqpAZT1u3bHqvc73Hnhsl4oZh/o/kjF76bXKn9cUEqxd5DyG63M8Enw1RXKYtFssMqLa95UCnbP52q+otzkXaFgRbaCkb+pHQAux0DU7Fs1vz08lVXlbHiYL91e12aff86+tGei7yvq70wYDKf7kja/rtK/B1/4u8Maw+Az2Eb+AUoxQHhAHSAFAN/iLPAKJCDvJKUeGppFre3QypRLlt0ITs2L6EAvlmUX0MDbTPsA5U52VbA/JKSzOb+YweFBDGkTzYSVR3ly+h5m7Ujmh9FdMHvUcAeVU+uSEGqWok6nsxszej5/Xt8OqMXHZ1qAfD6ENFD+vXbLmfdhL0yF+U+ogdJN311epRiqpqV3kGrLCpMvTocoz7vQRvDQBjUAKN9QwC+8ZnHUZJeti8HoUTFjer47ifzHuSjF+GzWYtf9Ny8mfje1Oqi/ZoPVdGane/552zP9GzAYoOOoyy2FwitQOceDsrjFLv5nbyn1b8A3DB7fpdwWKg8SK+MfpcLkJVRM03d94NwDiXNxMYqTjs5lxsc3AixKMRb+0dDuNgIO/kCphy9aqTLGSJsdALsH2O1ehAd4MS+/mFG1KhbFtff3wcdoYFOeUowNBsEb17fitbkH2Hg8myUH0s7fcvxvIjBGWbPfi1JbLHKKciel2iXCaVdK8T9xQGkwXFrDWmSrs97em5RPZIAXUYGX4RASg/HybFf3D+ffpV2GNYYu9+lK8X8Ns4+y0uqj1ovHO+jcFgmfkDPvK6yj8/8R3wj8NEk3m1CWzLAmBDidWE3gLFW7jkpbhcVYOHyxmQRWTdIjuGJrUZNB0MzHi/jSigW/vZqGs/a53tQJ9uaTFUfJLbH9vd/2N2B3auxOzFMuWeVU3mKxnMQtygjS56VLrhSP/X0fb84/eM5wxWUODqYWUGpzkJx3njsrXGLis4oZNnETd/2wFYvtLP7jOn8ruoapo6Ojo/OvxKlJMgrPvLJ99ZEMDqcVnvH+jhO5fL8xAekbzp8nk/g6PVNt+RXamEBNw2oGp6XcYqwUWl8jlEo/0l2n83UOrOoOUtvLREpZVeXXYBC8NKgFyXkWhk3cyJojmRRZ7Rf0zf8UCix2yhwqDZ6btZfhX/1JUpvH1H7RLoR2irJ34He1tuUSH2qSkm9hxo4kpvx5gjWxmQB8tyGel+fsx+6s2Apx+4lceny4msGfb6TdW8vpOX4NxWWOSyrL+bA/RW1/ejSjmGs+Wcf8valczLovnUvDf0Ix1jSpF6b/IOWNro6Ozn+bnOIyCq1K0ZqxPbHGSuPzv+/lqg9Ws+xgOkVWO+8uPMTSA+rI8KMZRdw7ZQeDPtuA3amRmm+h70dreWfhIYqsdpya5OZvNvPOwkOkOvwRgMlpUftxhzYmQNMoM1HhSuHyMfZHo1D6kmS308THkxBTVY/E2l5mkq320/qkwW2jufeq+iTlWrhnynbu/L7q1oX/Jr7bEE+nd1Zw89eb0TTJvD1qn91d9rrwzEGXGwV4WV3Ht5fmwhed1W4qTQdeMt/yl2bv487vtrI9oWKP2wkrjmJ3ary76DC/bU3kqzVxFFjs3DZ5CyO+2UxeqcslxinRJMzZlcyM7Yks3Pf3K6WH09S2hT2bhpOSb+GJabtZezTrb5VB53T++YvvzoGUkq7vr6RPswj+N6LdZZMjKbeUWkHeODQND4MB49m25vkH4tQkAs6+pdDfRGq+he83JvD9xgS+vL0DQ9qeZYu6fxjZxWXkldhoEln9yY3TtyWyJjaTL2/viMlYs3Hp1M0nWH4og8mjOuNt/uf6g1ntTj5aFktUoBejr6yPRw2/79+E3alhEOJvq992p+YuJ1a7Ew+D+M+l6zfr4vhgyRHMRgN9moez7GAGs3elMO2BK05rj/JLbQR6mxBC8O7CQ8zepfyCX5mzny71Q1hyIJ3vNiYw5Z4uLD2Q7n7u1TkH8PE0Ep9dQvzGBHzMRrrUrziB82CBJ27P34Ba4BNCgIc3ZSbAdXCHVm4xxk4hvsTZbAwOPP0UzzqeZiyaRp7DeZrS/PJ1LejaIJQHft7B3qR81sRm0qdZxGlx/JOJyyrmvcWH8fP0YH9KAc/9vtd9Lz7LddhteDMA/ItcOw/t/FFtVeYTCr1euCRy7ErMY9o2tS/uxuPZ+Hl6cH+PBny26hjbKinKv2w9iUHA5vgcrmkRwegrG7DiUDpOKdl0PIfX5lW4X6ztlMVHf5Me4XBqrI3NpH1MEJNHdeLXrYm8s/AQ07clYrE5aVsnkDrB1Z8RoHP+fLs+nmnbEnmgZ0Nu63p2H/JzKsannG4HcIOU8oQQoivwERCJ2qRyI/CElLJUCNEbmACYgGwp5Vn3f9EkfLn6GJ4eRkxGQYC3iQKLnV5Nw6kf6ntWZS0hu4TsYhuzdiZftGJsd2qsjc2iR5MwvExGpJTkldoJ8VVb3uxOzGPO7hQ61w/hs5VHGX1VA0ZdUY8DKQUM+aLidJU7utXlveEXv/VJUm4puSU2dp7MY3DbaCIDKpzzY9OLKLLa6Vg3+KKV2YxCKzd+9SdBPia+uqMj9UJ9ySyysicxn+ZRAZTYHPy69SRFVgevXNeCiIC/ZpHA7zuT+WL1MVLzLdidauT+xryDXNEwlDC/mvkf/7LlJBmFVp7p3xRRgx0SyhxOSsqc7jw+X3KKy4jPLqFL/RBm7Uji+d/VgTMbXuhDTEjVRs3m0HhxtqpKW+Jz6NHkzL7AO0/m0jjCn0BvEx8sOUKJzcnWhBx6uzrRvBIbJTYHtYO8EULw/cYE4rOKefeG1gghsNqdpOZbqBviU2NFStMkj/y6iy4NQrjvarVLR5HVjr+X2mxfSsk36+JpVSuAnk1Pl31bQi7fbUwA4GROKZEBnvRuFkHr2oE1ev+52J9cwKO/7eKtoa3o0zyCr9fG8f3GeLrUD+GrOzqy+kgmOSU2RnSqU6O8rw4pJXandO8cYLE5Sc4rpUmkP05NMuDT9STllvLWsFbUCvLmykaheHpcusFK6f+xd9bhVV3Z3/+c65Lkxl0hBkGDS4EC9XbqblPv1NupTt079XbqrlN3oaUtUNwJEBICxN1zc93Ofv84N5eEJECBym9evs/DQ+7Rfc7Ze+211/qutbx+hACzXsN935Tw39XVjE2L4sSxKTw8r5ShcWF8cOnkvV5U7Q+EEDwybyspUUbOm5K539eTZYEsBBq1iu3NNrrdPkamRPL8wh3kxIexo9XOj1uaAVhV2cHLiyv4x6ydPNRXFpfz0PdbAbjpiLxQX7tmdjbPLtjBvOIm/jY6mZ9Lm/n7m0rFwpPGpvD5hno+WqsoUEcUJLCloZv/rqrh3ZXVJFkMOL0BSrr1HN5zo2A2gAh9FG6tBykQQHi9iCA9wizJdAsTNgkmRPS3fKYEx0u929tPMZYkicOGJ7Dl3iM4+tkl3P9tyf8pxVgIwfMLd6BVq/j+mkOY8+SvfL6+niSLgXa7N0RrqdcPwWJIJqv8bSgeoVSxyzwE/v7tAWlHQBZc/d8N6DUqPH6FKvHYKaOICdPz9M/beXFROQDXzMnh2V+288RP2xidauG18ycAMD1HycbU0OXi1s83M2VIDB0OD68uqSQ/MbxvGe/fCQ99v5WtTTYeO2UUBq2ai6Zn0dLt5uXFFfy4pRmDVsV9x4/AHxC8t7IaC27icq0UJO9ensqyYHl5OxOzovc+A8oA1/i9jWQfrq5BAGdMSMPlC2DUqvdZbu8OLTY3Xxc18OD3Stn32z7fzNShu68iuTcWY5cQYkzvDZIkJQCfAGcIIVZIytOcDIRLkqQDXgCOFELUSJK0x1Hf6RY8Pn/bgPu0aom3LpjItOz+acWsTh9vLa8K/a7vcpESOUiKmD3A4w8ES3jWkmQx8Lcxyawob2dTnZWhcWbykyL4obiJgCx4Z0U1AHd+Wcyn6+potvbluL2/qob7jx+xzx1LlgW3fr6Jj9fWhbZ9WVTPGRPS+Xx9HW12D1XtinsvM8bEvcePYOYAisqeIISguL6bc15fhdXlo77LxczHFvHt1dN5Yn4ZC8v6u3Ta7V6ePXPsb1Yky1vtPPZDGXccO4xkixGnL0CYfmf3a7V5uPGTnZaHMyemU9PhYNmOdmY/vogvr5zGkLj+SVDmb2lCq1ZxaH4862s6ueNLpepQQbKFiVnRfLupgaxYM2lRJjJjzTRaXdz86SaumJVNm93Dvz7fjMcvs+Guw/i5tJkxaZFkxOydm6+m3cmMx5QE6V9dOY3/rt5ZseqTtbVcNTuHR3/YyrScWA7Ni2d5eVto/3ebGqlqd/LoD1t59bzxTB6yc6D+UNzI5e+t55zJ6TxwwkhUQWHx45YmZuXFU9/l4tDHFuENyLx0zjhWVrSHxsFJhamMy4jiH++tY2FZK5OHRPPWBRP5pbSF5xfu4OVzx4UU9u83N/L0z9v47yWTiQ3Ts7KinR+2NPHDlibOmZzOeytrePC7Ep4/q5CjRiaxqrKDf/+gKCbPnjmWmTlxvPDrDjQqifOnZrKlYSeX892Vyhh54qdt7Hjw6H2ysPoCMu+vrKbB6uaKWUN58dcd1HQ4eXlxObPy4nh7eRVtdi/zipt46deKUNu0aokTx6bu4eoD47bPN/Pd5kZ+un4mry6p4PWg8pWbEMa25p2BRbd/sbO61S1H5vdR4H4rWrrd2Dx+ftzSxKM/lGHQqvjksqm8sUy594qKdlZUKGV811Z3ctdXW3j4pH1feP9Q3ESLzc1hwxOoaHWwbEcbNref247Ox6TTcNdXxWyo6WJ6TiwvL1YsfjNz4/Z6XAyGS95Zy8Y6Kx9eOpm/PbcMly/A/SeMwOb288wZ+aRHm/iqqIG5wxJ4ZXEFj88vY0JmFFq1ims+3EB1uxOzTo3DG+CxH8tQSbDoxkNJjzExeUgM7Q4vR49Moq7TyR1fFlNU08U/Zg3l2rk5zHxsEQDPnDGWD1fXcM83JQB8eN1kHv+xjHWtnTsbGqHYji3GWDxaxSItu1x9qBQVmEEj9eEX97jh0w2KbNzmcDMyfGCLn1mv4cyJ6TwybyutNg9x4Qcm8FgIEVIuGrpcXPvhBsZnRnPLkfnUtDvZXG/lyBGJv3k8NnS5eGdFNS/9qiicf5+aSVq0iYdOHMlXRfU8dspoLn13LY1WN0IILn5/M2rrFXymv1cpIBSerJQh3gUBWeALyAOXzB4Aby2rpNvtpzA9ivouF8+fVUi320d8uJ45wxLw+APEmHUs3dFGSqSR86Zk8OriCly+ABcNoOwmRxp558KJgLIIfndlNY/M28rfxiQTH/77ZYnY0mDljWWVnDM5nVPHp4W2X39YLokWA0/O34bN4+fmT/tW9r30nXUsveXQQRVIty/AbZ9v5osN9YxJi+SCaZnUtDvJjg/jqJF7l/5tXXUnF761htuPGcZpvdq2PxBC0Gb3EhumjI3vNjeGjESvL62kss3BGRPS9tugKMtCyWooSXj9Mq8vreTVJRWhgNeHTxrJnV8W8/by6t1eZ48FPgapbncfgBDirgGOvwJIFkLcseu+waBPyhHjrnmJ4ckWOp1eKtsc3Hh4Hk//vI0Wm4ex6ZF8cUXfnKMlDd1c8NZqmrt3Rv/OyI2jut1BjFnH46eO5qHvS5mQGc3RI5P6We92xR1fbua9lYpikxhhoKnbTVasOeQuAshPDOdvY5JRSRIzc+O48v31VLQ5GJYUwenjU+l2+ylvtfNVUQPTsmN498JJe1SOtzfbeGdFNYcXJNDQ5WJtVSfLy9up73IxOi2Slm43jbso3hajlrMmpZMebeKJ+dtos3t44IQRnDM5Axg8EfiK8nZeWLSDh04ciVolcfzzy2i1eUiMMPDkaaPxyYLz3+jLe0uPNlHX6USvUTMtO5afS5sZEmfmp+tn7rVwbbK6Of75pTR3e4gwaOh2+0mI0PPoKaO56v312L1+ZufF88vWFgrTI7EYtbx2/gT8sszS7W3c+MlGhidH8P7Fk/tc96uieq79sAiAl84p5L5vSggEB+Bxo5Jod3hZsn2nMnr0yEQWbm3F5QswNM5MeY/bD8hLCKesWeF7/feSSUwdunMh1vt9XvPBBhwePy+dO47p/14Q6n83Hp7Ly4srOH5MMk1WDz+XNvdp67sXTeSZn7dT2tjN4QWJfLe5kbgwPfVdLpIsBpbeMhu1SsLlDTD93wtod3hJjDCw6KZZ5N+p5CI26dSsuX0uz/6yPaSwjEiJoLi+m3CDBpvbz2Uzh3DMyCT+9tyyAb/FjNw43r5gApIkcdQzSyht7ObGw3O5anYOt32+mQ+Cyv2zZ47lyflloQXYM2eMYUtDN68sriDKpGVSVgxp0UZeXaIob0cWJKJRS2yo6eKWo/J5+qdtJFoMLC9v5/q5uVw7N6ffuwT4dVsrXU4vy3a0MSEzGlkIFpW14gvI/FzaEjou2qyj0+lFCNCpVXx8+RROeH4Z18/N5ZlftiELZXx2OX1kx4fx3sWTBnx+WRbUd7lIjVIs7R+vrWVTXReXHDKENruHk19cAcDIFEto3O+Kjy+bwrUfbsDrl2kPCtzKh4/uN1kFZEFAFiwrb2Pe5kaW7WhHFoKjRiSxeHsrLm+AMWmRfLe5sd89JAnMOg1Lbj6UHa127vumhNuPGcb7q2r4sbiJTfccjkGrHnSsy7KgttPJvOImJmRGU5geSXF9N9d+uIGKNke/40GxrpU2dvNTSXO/fceMTOL5swsHOGv36HJ6iTTp2FjbxfHPD9wnIwwa1t5xWB/rVofDS+H9P/U77rXzJ5CXGM57K6sZlxHVZ0HZG7Is8MlyyJq/sKyFvIRwhe4WkPlgdQ1RZh3Hjkrm6Z+38eovm9miDxY/uq0O9OG4PjyL21Zt5LJ5MtmLFmJd8Aut9z3AynMdrHBcyPczjqPq8EI0QTm4YcN5qNRGRox8iZHLirH6A/w8Po9hYQMba9ZVd3Lyi8uJMev49prpJFn6H/dDcSPdLj/Hjk7CpNu9HWtddQeXvLOOa+fkcP7UTC55Z23oWz59+hj++clGArLgiVNHc/K4PS8chRBsaegmPzGc278oDlnd5w5L4KVzCvt5ov7x3jq2Ntl49JRRnPrSCkalWgjUb+T2vHqmHntBn+ps139URHKkAavLx2fr6ll7x1zM+t0/n9sXCMnCcIMGCVh9+9x+SnVFq517vinhvMkZzB2eQE27E29AJjt+t9llAUVhPebZpZw5MY2ZuXEcOeL3ySXc4/1YffucARXwilY713+8kU11XczOi+fJ08ZwyzsL+KHK369YTJfTy9cbG/D4ZL7YUE/JIMGmQ+LMZMWYGZUaycnjUkI0jfouF7d+tomCZAvHjEzixBeW4ZcVvfDIgkSOHJHIMaOS0KpV1LQ7SbDo0WvU+AMyfllQ0erAqFMjoRgzftnawsgUCxWtdspbHXyzsSEkJ3UaFcMSw9lYN7BsXXnbnN2mrZu3uRGbx8+EzGhSIo2sq+5kXXUH84qbGJUayYKtzWhUKs6enI4Q8NiPSuG4kwtTOXV8KpOHxHDdhxv4YUsTZQ8cve+V73ahUlQKIU6UJOlz4G0hxFcDHP80CoWiAAgHnhFCvDPAcZcClwKYEzLGffremxg0/RWtD7Z6+LHKz+Wj9UxK3Glq//dqF1s7FBdKQaya1DCJH6oGjy59bIaROFPfgdzlllnVFKC0PUBRqxLo9eA0I7EmiTaXIMksoZIkyrsCdLoF43epd9/plintkJmStLNdHr/g+SIPm9oCXFuoZ2z84IP99c0eltQP3GajBv4z27RT6Lb4qbTKHJWlRS2BTq1st3sFz6x3s71L5soxeiYkavrUpxdC8F6pl5L2AM1OJdgAQC1BQEBWhIprCvVEGZR3U9oe4OcaH00Omb8X6MmOVOENgFoFGpXEsnofr272cssEA8NidgqkdpdMl0dQ1S1T2h5gc1sAi16ixbn3wQyReomnZhn7KRjflnv5dLuPOyYZGBKp4tXNHiK0EmubA+jUChWnOXifq8fqWdvkZ0Wj8j2VPgMrG3cG8qWGSdTZd7ar510A6FQwIlbNNYXK4AzIgi/LHMSG68mOVHP7UiXZ/7gENeuaA8xI1VDWEUAtQYND8PcCHWPjNVy7UFEoZ6drWFCz8xtPS9ZwQraWW5a4kAVEGyQ63II7JhvIjlSzrtnPfzZ4Qte/rlDP0+s9TE3WsLzBz8xUDb/W+UkLVxGmhdIOGa0Knp1t4j8b3HS4BR6/wm26e4qBlY0BqrsDtDoFsUaJVU0B/jXJQGqYimsWOPELiNJLPHSIkRt/dTIyVk15l4xfhk6PYE66hi3tAZocAp0a8qPUWPQS61v86NUSUXoJnwxNThkVyru7aqwh1PeeWOeh2hrgpgkGKq0yqoCHialm3tqijBHHXsRYTU5Ss7E1QEqYihOydTyx1o0AJODRGUaKWgJUdAc4NVfHF9t9FLX4eXa2qU8/6hH0LxR5WN+i9IXhMSpK2uU+94ozSmREqFjbHMCogYemG6nultGoJFLDJGw+SAvfKUcW1Ph4p8TLYzOMuPyCOJMKvwxvb/GwpT2Aq9fwNmogwaSiqlvGpAGLXqLRobTrtDwtYVqJcJ3EF9t91NhkzhmmY26Gtk/71jf7eXaDh9snGciJUvcZ6wDegOD7Sh+Lav10eXb28eOHaml0yKxuCmDWwml5OupsMunhSjzEVzu8NDuVOIPDMzVYPSI0Zuaka1hc5+e5OSb06p3vtGfu6HnPNd0Bfqr2U9wWQK2CNlf/sX9Mlpbi9gAjY9U4/YIFNX4Oz9Bw1rD+FtMPt3pYUONnaKSKk3N0ZEf9Pvz6DS1+nlnvocpwFgCLZinTWk7Z8zy8YwtXfiNou+duVMUbif70S9adb+Ob7usoPXQmz+ocCCEQ/IoQ7wKgkh5gB6ncRxjj8HGdNHBKML8suGOZiyaHIDdKxcxUDb/U+FFJcOwQLVqVxGNrFaNIcpjE7ZOMOH0Cd2BnH+z2CPRqWNno59PtXmzBZBiXjtLzyiYPfxuqZXGd0hckFLkwLkHN1WP3bA3t6dtHZmpY3xIgSi9x8Ug9Fr0Umn9644vtXr4u9zElWcPaZj/PHGritSIH69skHp9pJMaotLnTLXP9Ilefc2enaTgpR0eYTupj9e6NkvYAj67ZaSQaaHzsL2QhuOlXF+1upe/ePMHA8JgD3+9e3eShpD3AU4fuPYe4ocPOnWskAgL0asiOVHF+gZ6XN3ootypyTKOC03J1TErSIAtFFoyJ0/BckbuPLDJrYVi0mkSzilqbzMbWnfOjUQPXFhpY0+RnTVOAbq9gVJyaZLPEj1V+EkwSKeEqKq0yHe7dz+9qCYZGqog1qmhxyuzoUtoZpZe4cIQOrVqZ/7IjVdyy2EVulIrT8nTEGVWE6cAvK88kAW8UewfVl3oQoZOI1EvU2JT7jIhVc+lIPRH6nf2pyyPz5FoPS+4YXDHeJyrFHqABxgFzACOwQpKklUKIPlwJIcQrwCuglIQ+cu6hA15Ml9rGj6+t4qWNHjq0qczKi+ffP2ylukPmshlDuO1opcKVw+Mn4pstFCRbWF/TyVdFDagkMGjVOL0BdpDEqbOGsa66g8/W19Pp8PJzaTO+gEAlwehUC0+cNmbAVeWs3TzsiQNsm32ozIQHf+atUpmjZhQSZdJh0Kr5eE0tLTY3AZmQmxRg6tAY8hLDMWrVnFSYgi8giDHr+nB5d9eGWTP9zHliERtsYdx0xmQWLVrE5GmHoFOreHbBdn6p2R469l9H51Nc343d4+eIggROn9CXhD4L+Mdu7jXW5eO14vnUSPH8Y9ZIhBCsre7koldWEpD7DpIujyKKJQkeO2U0U4fGsGR7K8eOSuamTzdS2mjjwmmZNFjdvLionJnDkjj00LH97jl6gpelzyzhgVX90zI9evIoIowaLn9vPfmJ4Vx18jTmb2lmxQcbAHjy7zNJiTTyxtJKvt/cSFKkkX+fPJLhd/0IwJZ7j6C0sZtrPtjAzUfms7neyrsrqhk7cRoWk5aXfi3nm+qtgJdDcmJRq9yE6TWsa/YxIzeON84fz11fb+G/qxRL6+lzJzEsKYKIjBYkCWblxfNVUT2vL61kWGIEV8/JJjXKRERGEw98V8JDJ47k3NdX88BKN1fPzkaOFKhVFTxy1jQOe2oxm5wWoIVLjxjL5g828GudH5NOzVuXTuerogZKf9nO4QVJHDW3kAZDJfd/q7iInzp9NCeOTe3TPx0ePxMf/JkyXyxaUwR+UcJdxw7nvm9LKPIl4vBVcOLU4XQ6fTwybytatcT9Z82grMnGBW+twRuA5y6YQUmjlSXvrcfhE9x5/CjqO10hKtSDZ04jL3Fn4GGTuYbbPt/MXct7vp3E61v7KwoXTc9izrB4NCoVGTEmHvq+lIQIA0cUJDAuo2+AU3hyFV8W1XPFrGwOG57Aqb32WcMrWfJNCQXjphAfYaCqzcGrSyp4f1VNHz4iQEm7zNj0SP4+NZNbPtvE2LQobj9mGGnRJn4uaaYwI4qs2N3TB2LrrbxTspRKVTIvLC/HpFNj0KrpcAQIN2gwSoLhyRGcPzWTsWmRxIXreW9lNYfkxGHUqrnp042cPzWTo3u5OS/z+mmyugekDo2we3h2w8/I0ZnMmjmUnxcspNaQxbShMQyJC+Opn7bx5Y7tpEUbcfo9XDU7m011VuZtb8Xrlzm5MJX7ji/oZ507praLd1ZUc+6UDMakRQKwdHsbbl8Ag1bNL6+vQiTkU2Pz4PYFWFvVyfySZiZmRZMVY2ZTvZXSxv6W6LRoI5kxZqLNOo4fk8zs/IQ++9vsHqJNugE9azNn9lW8fy/kW908s/6X0O+QBV5eilSlUGbGjxxJW2cLdkCtEnRjYkiMhVnjJtDQ8AmlW98NnZ81pJtDMw6hpbyB52paSJ84miGmgakS0w8J8OWGem79fDPbOnemeHt6veKJ0qgknjljLNd9tIG7V/npcHhRSRIfXDqZjbVdPLSoNGTs0GtUXHJIBq8uqeSVTR5SIo08+veZ/LilifdWVnPGhHSWlbfxa1krM2fO5M1lVXy/uZHjRidz3pSM0HsWQvDx2lre36o8e4/B6dJD8zl1N9xbVXIrX5WvZnmDnxPGJHPU3LHYvQtYt9hFizGDk4N0o6+K6oEizpyYRnF9N5vrrSyo9ZOcksxZIzI45/VVXH9YLudOzmB9TSfbmmycPC6VFfPL0KorWX/nYXj9MjF7GXfyW/FGdhffbW7kg9U1PLXew33Hj2B2fnyfGJ/9gRCCB9cvZkS6gVmzBvZsDYRFixYx/4bxPL9gB5IkMX9LEzcvVhYYo1ItTBkaw8ycOKb2op32yP/zjvWh16jZ1myjrMnGN5saWFTWCigK8ZEFicweFs83Gxv45+F5jEmL5HII0RH+/cNWNrVCuF5Dt1/Q1Nw3Y9SwpIhQWsQrDx2K1y8zdWgss/Li+oxfjz+AyxsIBdD2RpN+O88v3MH9KwdPvwhQmB7J+pouAGblxeH0BqjvdHHkiESum5uDUavmxBeWU93u4KWLDhkwgPHoOTL63XAa9pVKcT8gBqFS3AoYeqreSZL0OvCDEOKTwe6Rl5cnysrKBm3DL6VKlPKuLscvr5wWEuK94Q/IfLKujqlDY8iIMXPu66tYsr2NGblxLA6mQtGoJM6ZnMGRIxJJjzaRvI/c5MHQ2y09GNKijbx30aT95u4B3PP1Ft5aXsV9xxfQXL2DlzZ5yYwxUd7q4KgRicSE6RiTFsUpe+FC2xNOe3kFqys7+PyKqayp7ODheVtD+246Io9os44RyRbiwvV0u32E6TW7fb92j5/nF+7gpLEpg2ZzKK638vzCHZh0GrRqiaNGJrG1sZsLp2ehVatosbmJNOrQaVTIsuCFRTuIDzdw2oSBOVJ1nU4qWh39gsg21XXxt+eWodOo+Pbq6Zz92ioM+KgNrkBPKkzhuNHJfLK2ln+fPIpwg5aKVjtXf7CBw4YncN3c3N/6Ornh46JQdD0o9Ihvrz6EaY8soL7LhU6tYvlts1lX3clHa2q5YFomh+TEYXX5ePnXcs6dkkGSxUh1uyPEpRzMRfevLzbz2bo6UqKM6DVqvr9mOlm3fR/aP//6GaRFmXh8fhmH5MQyKy8eWRbc+VUx4zKiOKkwFVkW3P9dCS3dHp44bTSLt7Vy6bvrAKh6pG8FvNoOJ4c8ujD0OytChdpgIivWzNxh8Tg8AfITw5kyNOaAKEAryts589WVxIbpaLMPXEhh2wNHUd3u4IPVtVwyI2tAF/bewh+QmfTQLyFXYc99Txufyr9PHgUceMXuyKcXs7XJxrCkCLq6bSGr8yE5sWyqszIxK5pXz9tpCNlcZ+W455Tg4BfPLtxrrmEPvH6Zcff/hK1XvldJUoqY9cbQODM3HZFHpEnHWa+u5KnTx/yfqPImhGDCgz9zVkY3U+ICTDnyNGXHype46vtnuPJjyHj3HZqXLsD98luUXGTlEevjjDpjCq8VZLJ23al0d2+gsPBDtm+/H5WkY/z4T2n2+Bi3YgtJeh3fj8shTje4dXNhWQurKjqYlRdHk9XNdR8VAXD+lAzuPX4E32xs4LkFOxgab+bHLc0hI0RChB61JCFJEj9ePwOzTk327fMUT9cA8+OHq2u49fPNXHVoNs8t3BHa/t5Fk5ieE0ub3cPUhxfgDchIEjx3ZiE3frKR8ZlRPHbK6N26uf0Bmezb5wHw1gUTmJUXz6JFi3iqWIMvIPjumulIksRtn2/m240NbLjrMDRqFR+sVhbPvZFkMbDitjkc+vgiKtscTBkSQ2Wbg8xYEx9eOmVvP+1+YW1VBxe8tQabW+n3e3Lzg8JTNurU7Gix89D3pZQ12Xj4pJGheabJ6uasV1dS0ebghsNyuWZOzm6v1xu70qZqO5y8HYwtufGIvL3mafegocvF5e+tY1OdlZfOKdwtbWRlRTu+gBwKGH9jaSWvLK6gMCOSq2fnMCwpAmBQa//ewuHx88HqGhqt7lB8B0CkSUtGtIlP/zE1ROlotXsYlxHVz3MFigLu8ctEGAYfc5Ik7ReVYiDFOAFYDZwmhFgV3HYO8DMQBTwHHAHogsedIYQoZhDsSTHuwcdranl3ZTUPnjiCUamRezy+B1aXj9H3zgcUjsvDJ45kTHokQwewyBwoeP0yuXfM67PtjmOGcUhOHBe/s4abjsjnb6MPXBqyhWUtXBCMxO6NQ/PieOPvEw7o5Ly92cZhTy3us21MWiRfXDH1d7fu/N4QQnD311tCAZYAN443oI7NpLSxmwdPHBHK0nAg0WrzcPfXxcwrbuL+4xW++L9/2MqLi8r3mhMIcNV/1xNj1nHv8SMG3L+t2cbhwW/XI5hv/WwTH66pJT3axMIbZ/3mwJzmbjfT/72AMyakc/8J/e/73aZGVlW2c/OR+axdsXRATuyBgssbYOZjC2mx7Yw9uPnIPCZlRVNc383ErOiQED9Q+HFLE1f9dz2z8uJ59bzx+AIK9eL3Ggs/FDdx+XvKQsSkAT8qvEFLuCTBzzfM7Cfbzn5tJZvqrCy/dfY+9d8n5pfxnwU7mJgZzcvnjsOkV2Nz+1FLEn5ZYHX5+njbArL4P5Wy8oTnlxFu0HDRUNfO/rn5U676/A6u/EAi7ZWXaVq+ENc7H1J2kYebup/n1LNGcFt8Pes3nE1u7t2kpZ5HRcUzVFb9h5kzNqDRhPNSTQv3lDcwNTKM6zMSOCR64IX/ruhyejFo1eg1qn79qLbDyfMLdzA8OYJTxykL/4AQoWDmrU3daFQS2fH979Xp8HLCC8uobneSGmXkqyunMe3fCzhuVDKPnTqaGz/ZyKfrlKDvFbfNJsmicLL3NrPNTyXNrK/p5J+H5aJRq1i0aBFV2gzu+aaEO44ZxvlTM5n12CJyE8J484KJofN6x4v04OPLpnDayyv6bPv6qmm/ae7fX6yp6uC811fj8gW4eHoWdxw7vM/+BVubWVnRwTEjk3jip20s29HGFbOGsqqyg011XQBEGLSMSLGQFWtmS4OVjbVWTp+QxtWzs3+T1XuweIL9gRACu8f/u8xp+wub20dlmwMhYESK5YDLkwOuGAe3TwEeBeIBGVgMXB9M13YTcEFw+2tCiKd3d4+9VYz3B5+srWXB1haeOG30HoMYDhT+8d465hU3sfaOudjdfjJiTL/bZCnLgvdXVbOpzsr3m+p46OQxTMiMJiHC8LtMUM/+sp0XFu1AluGV88Yx5QCnrfqz8e2mBj5aU8uwpAimGJs49NCBqT4HGj2ua1CEVmWbY0CX+v7gorfWsHRHG7/8cyapUaZgEJlnvyynDo9C8dhT//49hPuuKK638uWGepIijczOj98jHeJAoLnbTZRJt8/pkX4rtjRYSY00sX7VUqbPmMmCrS2sruzgsOEJAwakBWSBa5dMML8FIpjzdXSa5S85ie4vLnhzNa12DzeODOzsn+ULuebDy/jHu2pSnn6axpULcXz+FaUXGPmX/WEuP3sUp8rvUlP7BjNnFKFWG+joWMaGovMYPeo1YmMVmXFq0Q6WdCoZTX4en8uIQTJV/FFYX9PJRW+t4d7jR/C30cnc9vkmPl1XxyeXT+XkF5dz+oQ07jmu4ID05UWLFjFz5kzOe2M1pY3dXHzIEB6Zt5WXzx3HEQWJoeOEEGyo7eLH4iZGp0VyxfvrQ5lg3r1oIo/M28pp49M4f2rmfrdpX3DDR0XMK25i9e1zqGxz8OWGBtrsHr7e2DDoObcelc+EzKhQQG8Pbj4yjytmZf/mNvwRsvP/J+xOMd6jlBxIKQ5uXwEcMsi+x4DHfksjf2+cOj6tT1qUPwKPnTqaO44dTmyYfq/z8O4rVCqJc4O5Ro+O7eDQ39mFec2cHK6Zk9OnAMH/Eo4dlRwqLLJoUf8o/d8Lvd1hkiQdcKUY4OVzx2F1+ULWCp1GtV9KMbDHiPI/EiNSLAcsd/Le4kDxD/cWPblMJUlCq1ZxREFiH0VjV6hV0j4rxT336cn9+megyuVhQ7cTlQTHx0cd8OtHmXTBdHyqUJrAiSYdkkYxHMkuFwGPG58a3JgQaolIjRp7Zxlm0xDUauX7WyzjUavDaGn9IaQY35edwjPVzXzZ0sXT1c28WpD5p3rWCtOj2HBXKGsz507O5IPVtVzwppKR6MpDsw/oAk+SJG48PI+TXlzOI/O2kh0fxuHDE/odU5geRWG64hqflRcX5MDCtKGxfHfNgKrGH4bTJqTx+YZ63ltZw7O/bMflUzi2OrUKb0DGrFMz79oZmPVq7vyqGJc3wJkT0rGYtLx+/njKW+28uEipwHfi2D+GXuSVZT5r7mRBu43L0uL6lS4/iMHx15nN/gcRptfs12S0r/gjhe7/olL8vw6NWvW7Ba4cxEEcaPhlweSVpaHfURoNM6LDsfr8rOt2srLLzpGxFgr3Y+KPCqYDbLDryAnyZMdGuclS9yjGTmSPB58G3MKM0EhEaNTY7WVERk4IXUet1hMXdxitrT8i5z2ISqVhWJiRlwoySdTX81JtK9dsrSFFr8MrC+7K/vOreuYnhqPXqOh0+jhudPI+1wLYHUanRXL5zCE8v7CcucMSdjtHSZLEwyeN5Jhnl3LGhLS/RDXWcRlRGLQq/v3DVqJMWl44pxCdWsWwpAjcPiXQtseT8sLZ4/qcO2dYAnOGJXDUiCR8AXm/jRB7ixu21vJps5Kf++f2bu4YmoRRreKspN0XtziIg4rxQRzEQRzEQfyF8VFTR5/fp20s54zEaJZ02qj3+ELHFE0toMbtZWGHDa8sc2FKHPdXNHBEjIWpUbv3vFiMWpzeAKubdgYYbrfryIlRFGPhcimKsRocsgnUKozCgcfTSJi5b8BtTPQMmpq+wOEoIzy8ILT9zqHJLO+080nTzmIixydEMvpPplaoVBKXzhjCa0squerQvXfxF9ucZBr1hO0lhe66ubkMT7IwZ1jfml/lTjfvNrRzY2Zi6FpJFiNrb5/7l1CKQTEAXT5zKOuqO7nv+BEhelZACPQBNea9eAd7qqWwJ6wUWjZWNXN1Rnyo6NOucAVkWrw+5rd182lzJ6clRnFhShxHrtvG7duVAO8jYizE/EF00v+rOPh2DuIgDuJ3QbXLg04lkaTfWSVxDyENB/H/OYQQfN9mxRGQOSrWwkabk9u21TE+wsQ3hTms73by9+JKPgwqyzkmPbOjI3i5rpUf2qxctqUab7CTvVzbSr3Hxzv1bVTOHL3b+/ZQgco6AmTFmjl3cgb3fVuCJqhAyE4XsseFVwNO2Qh6CVfHfCyoiI8/ss+1IiMV2mJX19o+irFaknh/9BA+b+7kk6ZOiu0ujli7jRyTnsvS4jkn+fex5LkDMoY9ePb+eXgeV83O3us4kZ/arJy7uZJTEqJ4bnjGXp2jVas4ZlT/zAdXl9awvttJlEbDIdFh3FJWx5TIMO7LScEZkCmxu/aaBhAQAvUgSqMjEODFmlbOTo4OyaTeWRScAZlNNieTIwdeRA2UceiJqiaermrmodxU5sREkKjTopEOjNfWK8ts6HYyPMyIQaXiWUzIlY1ssDn4z7AMriypZlGHDbUkcUZSNPlmA7ds21ktV4VC44nUajg8JoL57Uo6tY02J7NjDmwA8v8a9tkPLklSjCRJRcF/TZIk1ff6fYskSVskSSqWJOkDSZJ+VwJeqd1Fm3f3iZ8PYvdwB2S8srznA/8/R6fP/4f3tQa3lzfr20JFKkAR6HsKnP0zYfMHOHztNsYuL+G1ulYa3F4OX1PG7YThlWVs/gBLO21/djMP4jdCCIEr8PvJia9bu7iouIprSmuYvLKUszZWkKTX8lR+OpIkMc5iZuGEfC5IieXspGgWTsjntCQlz/UVJTVIErw9MovzkmMwqVWEq1W4ZMEOp5IbdX6blWkrSym19y0wEaZXFMJyq1IhLT1o3dNJaryaYElopxO3DtwBHUIt4bOtJCZmBiZTVp9rGQzJGA3pNDV9iRB9873G6bRclhbPzxPyeHukct52p4cby2r5b2M7r9W1cu+Oerbs0r59xY1ba8ldspnlnfY9HvtbgqffblBKlH/T2rVf88b95Q2s71bymv+npplzNlWw2e7inYY23AGZK0qqOHb99tD32x2sPj8TVpRwe1A5fL2ulXM2VbC6y47dH+DcTZU8XtXE2OUlrO6y80hFI7PWlIX686Vbqjhhww7WWweuDLkrZCF4ra4VGbh1Wx0TVpSQ9uvGkGV2f3FtaQ3Hb9jBqUXlPFbZiIxEYYSJH9q6GbVsC/PbuzkhIZIxEUberG/roxQDLJiYR6RWWdi9NTKLzdOURdqB6lv/y9hni7EQoh0YAyBJ0j2AXQjxuCRJKcBSYLgQwiVJ0sfAGcBb+93aAVDudHPomjKOibPw+oisPZ+wG8hC8E5DO46AzOhwI8U2F8PDjEywmDGqVbgCspIWR6Pul6+v1esbME/lT21WcswGMo1/XU6nEIIzN5VT5fKydGL+XrmFesMryyzrtDMi3IgjIKOWJNIMuj7HdPj8fNDYwfnJMXvtetsT7P4ABpUqVB1wX6/R4fOTPsj3afX6eFkYSXG4yTbpOW79dpo9PtZNLSBCo2ad1cHXrV1cmRZPvF6LzR8gfD+fz+rzc0NZLVMiw7g4NY4bttayqNOGOyDzj3TFDXl5STVLOm18Oiab4WFG2r1+fmizckJCJGa1cv8al4fPmzu5ODWOMI2az5s7+aCxneszEkOu5e9bu/DKghMS9j+gSQjBz+3dTI0M4/SN5Vj9AVQok9+KLjub7C5Aw4hlxTgCMgEBw80GxkaYuDg1jlfrWinqdvL2qCGh/iOEoMHjIyX4u8blIVGvRaf6v8Ntt/r8aFRS6Ls4AgEWddiYGxOBfjfP4ZFlWr1+UoPP3uHz4wzIod/7CiEEm+0ukvTa3ebW9coyF2yuIkKj4rnhGZTYXTxQ3shKq52vxuYwJuLAUABu3VbHsk4bGkmi1OEmx6Tn/pwUztiolD1/NC+NHPNO20qsTsPDuTvTF+aZDGglCZcsc15yDEfEWjgiVglOrHN7Gb+ihHcb2ploMXPH9noaPT5eqm3lmWE7ixv1WIy9AUiLMoXc3jq0uHVeZKcDnC7cOgmPTwsaFZJ7BxFJJw/4TFlZ11BSeiPt7b8SGzt7wGOOiLVwa1YiEhI/tVu5YWttaN+Lta18NmYo06L2Lr1bD0rtLjKNeoxqFYs7bLzXqCiwT1Q1MTWqL03it+acXdppQydJCBTO6ogwI8V2F2usDiI0akaE9a9aCko//rm9mznREUgS3FhW24dO8rf4SC5LjeOY9dshAGcnRfN+Ywc7nG5+aFOsnG/WtXFvdgrvNbZzaHQ4GQPI6+drWmjw+Hi9vo1zkmN4vLKJTn+AKpeHo2MtrOiyk2rQUuf2cdamCuxBhfiKkmqqXB5KHYryvcXh2iu++oouO91+mTidBotGzVGxFv5T08Ib9W1UujxcmhrHrOjwPb5jnywotrv4sc1Ku8/PNRkJNHt8fNnShVGlosjmpMjmZCw+vinM4e36Nt5raGecxcyjuanIwPsN7RTbXVyVHo9OpSJSo+7jJVBJEnE6LakG7V9GMf64qYOf2rp5PC+VhR02IjTqPVqyv2zu5Of2brY73cyOjuDz5k4MahWzosM5KymGPPOBscH+XlQKDWCUJMkHmIDBc5oAfiSyF2/CHpA5PzmGR3JT92rAbuh2ctQ6peLWd63WPQ70NVYH12+tId9s4IXhGWgliWVddryyYEpkGHftqOfd4Eq4N6ZFhnF6UjS3lNURp9NwSFQY37R28VBOKukGHd0BmXM2VRCr1RCmUXFkrIU7hiTjE4JzNytJqk9JiOKJ/DQ6fH7idVoklDKHu7ZXCEGz10+8TsPiThsTIszYg8qmSa3CI8t0+QJkmfR7Ldjq3V7idVqerGqi3efn0TwlO4czIKOTJK4orWZFl7JKvrK0mvuyU0gz6HiptpWXalu4JzuFE4OKk90foN3nDwmmSqeHOWvLcO5iRfp7SiyP9Jq8biqr5btWK35ZcG3mzohkWYgQX0oIwfpuJwVhRiQJnqpq5pg4CwaVCrNaRXJQIVjU0c1DFY1ssrkYF2FigsXMnOiIfjlCS+wufmnv5uLUOIxBIfFLezcv1rTwryFJdAcCocm3fMZIalxeri2t4casRA6PtSCE4JayOhai57W6Vk5OiGKHU8mP+31rF6ckRHPt1hp2OD1strk4LTGK67fWcnFqLKkGHRekxOIKyIRp1AO692ShCEQBfNjYQYJOw3WZiTxX08J3rVa+a7VySkIUm4OC7MXaFi5MjaXC6eGrli4A3m1oZ4hRzzetXay2Othkc/LvvDQc/gAXFldRbHfxSGUTh8VEsLjThkcWrLaW89mYbFQSXFhcBSjKxvQoJe9qg8fHfTm/PXJ6SaedczdXkqDT0Oz1Mzs6nH+kxXPqxnK+a7VyXFwk37R20d27+pzDTYnDzfuNO3mkP7RauSQtjiqXh5vKalnSaee+7GSS9Dou2VLFpalx3JeTgiwEO5weckz63Y4DjyzT4fOH3KeyEJQ53OSbDWy0ufiypZPTEqMZHmZkXmsX95c38mheKtOjwpnX2sWdO+p5eXgm44KT5aouO0NMekxqFRVOD6kGHVFaDf9taOel2lauTI9nZnQ4XzR3Uupw8VVLF2a1ivOTY1nb7Qil7gK4KEXZlmc2kGMyMCM6nAyDjkithrM3VrC0Szn2kdxUnqxqosXr57K0OO4ckoxGJdElJG7fVodPCB7KSd2rReJjVU08WaVkWjk61sJFqbFMsJj7LTaWddr5pUNRTNIMOr5o6aLWrRQy+df2Oq7PSCDDqN/t+y+1u8gy6vu58oUQ2AMytW4vb9W39dl3ZXo8s6Ij+GpsNs1ePzP3kPtXo5K4LyeFRreXGzL7ZuZINeg4MT6Sl2tbebm2FYNKIsOg47vWLu4YmhRaGPQOkk606EmNUgKk1Ghwa73ITheSy41HBx5ZsRibcBARPnC+8ISEoynbdhft7YsHVYwBrgu297DYCK4oqea0xGjUEty9o4Fbt9WxZNKw3T57b3zZ3MnlJdWkG3S8MSKTf5bVkmnUcUZiNI9UNvFAeQPlTg/1Hi/hajX1Hi8fjR46oJK5K9q8fk4pKu+z7bnh6cxZU8bJwe1P56dxxgCBXU9WNfNMdTPxOg1dvkCI6gKQazLwWG4qFq2GlwsyaPb4mBYVzvuNHXwRlHEAr9e30eUP8FlzJwk6DcsnDcOsUVPl8lDn9pJjMvBCbQuzo8NZaXVwZUk1nf4AI8OMbLa7eLamhcNjInh7ZBarrA5O2KAUN1EB89qsgLJIL3G42ebYs3Ua4PPmTkxqFSsnDwstes9JjuFv67ezosvOwg4bt2Qlcn3m4NliSu0uDl3TN1Xtd0FjRapBx3eFObxW18ovHd1cbLeiliQuTI3jwtSdhanUwHkpe5cxZky4iRVddvyy2C+D0mAQQvBrp43R4SaitBoc/gAfNnUQrlHzYWMHeWYDnT4/y7rstAY9r9+0doXO337ISMKD37Wo28kHjR3Uub0cFWdBFvBCbUvo2I22nQp+mcPNy7Wt3JudzJyYCLJNioLsDMhs6HawvMvO0k47GUYdT+al7/HZ95jHeG/Q22Ic/H0t8CDgAuYLIc7e3fnavOEi5qX/hn4/kZfG2ckxvN/QTp3by7UZCSHB6ggEkJAotbuUFWYvnJ0UzdyYCMZbzP0sIVafn9HLt+CWd/+8ZyVFc2xcJOVODya1inltVn4OcnN+KyI1arr8gX7bY7RKHfNOf4D7spPZ6nDT4PZR5fZQ5VImHotGjbXXuUaVhKtX26O1aoSAZ4alc3hs39RUixYtImPiFKz+ACu77NxT3nddsmBCHrVuL+dv3llZ5ur0eIpsztCknWHQUe3eWTns3uxkfmrrDk3Ug2F6ZBgxOg1ftXQxMyqcHU43TV4fgZ6ypSqJWK2G4+IjWdhho8zhZlS4kbuGJvcTvLvCqJLQq1QDvtNwtYri6SPQq1Q0e3zUub38vbiSVq+f6zMS+Ft8ZB8BlG82UOXyhPrDc8PSebWulY02F2lBgXTTtlp+DFossow6pkSG8WVQyWn1+plsMbPS6mCSxcyq3bjf5kRH8P5opZTq582d/NhmpdXrRwX93ueHo4dwcXEV8TotFS4P12ck8FR1M4fFRPBTezfHxFnY0O2kweMjx6Rnu9PT53yjSsVx8RY+DlpkZkSFsbiXIvZtYQ5nb6ro07cAzkmK4azkaI5ep4ypZZPyGWr6bavvf22r441eSs76KcNJ0mu5eVsdFo2ai1Pj+Gn5CranDuXT5g6OjLUQrdVwWmI0/6lp5tDoCP61rY5Mo55j4ix83NQRer4etUoGTGoVX43N5o36Nj5o7ODK9HhuyEigyObEEZCZExPBL+3dfNXSxU1ZibxS2xpq12N5qdy7owF7QObajATeb2inzefHpFYxKszIaqsDGRhi1HNhaix3BN2iZyRG8/SwdFZ32fnbhh3kmPR0+JRFYrJey2mJ0TxdPXBav8NiImj2+thkc2FUqTg3OYZOv5/PmztD46I3CsIMPJ6XHlr090acTkOr18+0yDDsgQAbbS40EvgFXJYWx73ZKQghWN5lJ9tkIEGvZV5rF/ParERrNTR6fHzV0sVki5lcs4F3goYAnSSxbPIwVnfZccoyDr8ckhtHxkaELHf/GZbOkk5bqH8BjIsw8dbIrD4yd4fTzYWbq9jmdKORYM2U4X0WJpduqVKMGcHj7xiSxLSocLY73ZySEDVocNG+wOrzc/7mSmbHRHBecgz1Hh9Hrt3GOckxIcvz2qoOTnlJyTf7zBlKxb6x983nzJi7GP2Blfwxs+ncvJbVsTbWFBzJ91kn8nLG5cyd+jMGw8AVw4o2XozTWcnUKb8MuH93uH5rDZ82dVI1c9SgnNkeCCH4qqWLhyoaqekls8PUKj4Zk02uWc9JG3b0USR6YNGomWAxM8li5or0+EHv9UFjO9f3smjH6zRsmjaCxyubeLyqCYCTEqJ4YRe+8cKFi7jFEE+N20uMVkO7z88ZidHcm52MWa0eUEFxBWSyFm8ClLG+ZGI+k1aW4BfK/OEJyuzLUuP4vKWTDp+fw2MszGuzsmLSMN5taA8pUO+MzOK84Dz30eihoUXWkg4bLV4fCXotZ2ws59G8NM5KiuGItWVYNGo+HjN4EKIQgpdqW7m3vIHTE6P7eB569nuF4PSicipdHoqmFgy6cLxzex2v1imy6YjYCE6Mj+LyEqW41Nsjs0KeDzgweYy/b+3iwuIq3hmZ1U9v2FcIIVhldVDqcPNabSvlLg8aCY6MtbC8y06Hr/98DXBsnIX1wbmsN0aFGSl1uPENoJtOiDDz/ughdPsDPFbZxFlJ0TR5fXzU2MFmu4tWrx+tJHH7kCSSDTou3VLV7xpZRh3356RyWKxl3wt87A12oVJEAZ8BpwNdwCfAp0KI93Y551LgUgBN7rBx4196h6Pw8AKKVeYIPPyIspLNIIAawVR8/IqOWtRoEegRFOJnDD42o2Fh8PhYZJ6mm24kJKAILWvQsh4tN+CgDDWlaKhAw0S8TMbHCrSMwM9heNl1rH4j9HyJnkPwcRgeFqFjJH5exchI/EQgqEbNBrRchpMGVHzDTqXiDFw0oaILFc2oaAy238fOGxkRuJBQIwj02p5MgEwCbENDWy9KeBoBalFWqXdjY5gUYJnQ8gkG8nwuftXuDCCwIONGwoDAiorjcfNVsH1RyMzGyym48QEPEkZZ0JEQjswVOHkUMwIJPQIdAtsu1PRx+DgFN5vRcCyKIvMkZtayc6KcgpdTcfMDepahxYGq3zvogRpBBgFaUCEAEwInEsnIbEeDCsEj2KhBzfOYGIWfjWiZghcJWIcWDxKmYB/p3KW9WfipDD7jw9i4hzA8wXaMw8e6Xu0eg498j4MP9ZEAzMJDAjIfoViUhuDnBhxchSJknsNKFWq+w0BpL4fM2bgoxMc/2ekq0iGCLVb2f40+9G7vx8ZLmKgPfuN7sfE8JlpQo0FwFB6ikXkbU6gdp+HmEXZ+90PwcgVOrEhcSQRj8HOT5OBJYWI1O93xk/CyFm2ffncmLo6XlG/pEqAHVBI0CxUvYeIU3BRIyoq/RajwAPcRRiYBnEgkIHON5Oz3be12O2FhYciCfuMM4E4Rxvbge5MQ3IqDJGSuCb63s3DxX3af7mgIfipRIwboW7tCi+BGHHyGgW1oGIuPEfh5N3iP4fhwI6EFbsbBvYRRw06qjAUZa/CbxSDzMDaexUQxWv6Bg0PwoQqWTy5CQwIyyZJiMW8UKh7DzBF4mIGXatR8jYH1aJEQmBD8h25aUbEcHUfgIVoSfCQMfNFLvtyAgxVo2YyG16Ru3hUGvsNAKgFuxc61RPT5tgA3YacQPyvQsgxdnz7f+92cg4tD8XIlEfiReDn4tBvRYEeiHRWfYuA4PByOh/9iZCgBvujVlwFG4uN2SVk8rhUaHu/VT2fj4VLpj3XvPiFM1KDmGUnhudfaZO5cprTh1okG8qPV3LrEyfHhD1DwVScpkbmoaqtYkuNjffYJ/JRzNG+lXoBGehlJGpgOI4ufEeIDVNLDSFL8gMcMhvlCxxuYeBErUdLgc/RSoeVLDNQF++QZuGhDRT1qLsRJWrCveQWsQUsAsCCoRM0w/DyDmY7gd7oCBzMk34D3eVqYKEPDC3SzCQ2JyCQEr10q1HyEkS4knpZ2xg34BNwXMLJdredynMzAy0Y0FOBHt4eh+Y4wsAUtJ+FmkuTjK6FnATpuxcH1vWSoFoEhOCdNwMs/JSdOAS9iQgtcjZOvg3pBjzzbFR4B+mB7XhAmNqPhRWlwY9g6oeExwhiNj3/gJHKQ79PzDZ+lm3ipr0fVL+BtjPwUbNtReDgPxXt4O2HYkXgKG5pe76lHdu4P/AKuJIJc/PxzAPn8W1ErVLyJkZIB5EcPZuIhgwDTg/qbGYEWwSGSj3Khphw1s/FyM+E0oCaVAPHITMfLWHxogZVoEcAhg/RPgICAuqA8WtNrfssgwEh8ZKNQ+97BSBsqmmeP/UMV41OBI4UQFwX3nQdMFkJcMdj5uXl5omzrViRJ4uyNFSH33WSLmelR4aEVaW8k6rR8OGYI+WZlAgsIwUeNHZQ6XLxa18aTeWncU17fx20LUDljVMitvt3hZohJv8cV+d4gIAR2fwBLkOxu9wc4f3MlNn+A+RPyQsd5ZZlPmzqZExPBN61d3LG9nn+kxXF3dgp2f4AwjZpWr496t68Ph6/R4+XZ6hZmRoUzJdKMRathjdXBcUGree+oU4AEnYZTE6MZZjZwfHwUnX4/ERo1M1ZtDVmCr0mP519D++fRdAVkGjxehhgVF+lGm5N1VgeHRIWTYzawxe7im5Yuqlwemjw+nspPJ8vU3x0nhKDa7e3HORZCUO/xEa/T0OELcHNZLfPbu5kbE8HLwzPwCREKGtgVjR4v7V5/qHpUj5t87PKS0DEWjZoTE6I4PzmGKpeHC4J0gZlR4bwxIpOf2ru5vKSaLKOOFZOH8++KRp6qbmZ0uJEfx+fxYHkD/6lpIcekZ8mkYXy4cDHXBYXxl2OzmWQxU+Xy8lpdKxelxjHEpOed+jZyzYY+Ec2NHi/lTk8/S/iiiXkMNRoICIEAlnTamBMTwYs1LTxQ0cjIMCPzx+eyoMPGPTvqSTPoeHfUEOrdXmrcXkaGGbFoNTgDMk9UNXFKQhTDwpRxsLTTRo3LS7RWw+yY8JB7vN3rJ0qrRiVJrO92cOmWKurcitX5yfz0UD/6YVwutwVd8++MzOLl2lZeq2/llIRoHspJ4bj12ylxuDkuLpJXR2TiDshkBq07agl+Hp8XastA2JPV48yN5SzssHFEbAS3ZiWFrrXG6qDV6+OoWAuXlVSzzurg/JRYLk2N49maZj5s7GBEmJFkg46Pmzrwy4JL0uJ4o64Vlyx4Y0Qm37VamddmZd64XJZ22rh9ez2XpMZyf45iNezw+YnSKNX7VnTZmddq5casRO7YXseCdhvZJj3rup28PiKTb1u7sGjU3J+TSn0wRdiUSDNDTQa8skyd28eQAcbEnhAQgkuKq9hgc3JfdgrHxUcOeNw3LV20eH1YtpdwyqEzebGmhXvLGyiZPoLpq0pDVpoeHujDuanUub0cE2vhp/ZubspK7GOVTVxYBCgy4Zj4SOz+AGPCTaF4g3avH7XEgOPy5A076PL7GRdhDlmgAe4emszlaXGctrGc7Q4PRdMK6PT5mbaqlCiNhrdHZfFcdQv/zErsF5Pwe+PZ6mYeqmikbPoILFoNLd1uJj6kWHYX3TiLzFgzJ72wjEn+uxjyXSOjowrwlm7l+9EBitLOYMWIWbyTdguHTN9Z1ay0tBSz2Ux6umJBdLnqWbFyLnFxcxk54j+/qX3z26yct7mSeeNyGTsIl7ve7WXcip1yb2SYkY/HDCVqENk5ENq9fpyyzKlFO8gy6vlg9NA++wNCIAQULCvmqFgLT+9iHe3Bf6qbebCikdLpI0L3/6ali0u2VHFsnIWXhmceMNf9582dvFjTQqxOw4UpsehVKhZ12Lg6I/43PftAeK66mQd69YuBcHVpNb+0d7Np6ojdPlOJ3cXsNWU8nZ/GiDAj+WZj6Pj3G9r5Z1ktagmeH5bRJ8bDLws8Qg7RM3pwoCrf3bujnlfrWtkwtWC3MQaDodnj46nqZj5q7MAly0jAv4YkkWc2oJEk0o060gw61lmdTLCY0e7ld2/1+qh0epg4SFaQvYVPVjxSv3bamD8+N0Sr6EGjx8ujlU08PSxj3yvf7QNqgMmSJJlQqBRzgLW7O6E31/bO7CRqi72MjTBxT3YyBpWK5V12kvRaEnRaRkcYyTMbsGjUfdJAqSWJs5Jj8MmCT5o6uaFMcfscERvB+cmxCJSJ29iL65ZzgIjaPffvPZDCNGo+HTO033E6lYqzgml5zk+OxaxWcXTQpdETlBan6x8Uk6TX9Qk4AZhgMXP7kCQerGgMKcXXZSQwr7qeRwuymdSrg/Vc7995qbxY08qpiVGDVpAyqlV93Oijw019cm0WhBkp2I3y0wNJkgYMOpQkKRRAlKhX8WBuKvHB/Ix7CvxL0uv6fHe9SkWiTkusVoMjEOCp/HSmRYWFnjffbODTMUOx+QPMiA7HrFZzeKyFq9J3pke6OSuRUeFGRgWf8dqMBKz+AGckKtHuiZLMk3lpNHl8TLKYkSSJLJOeB3t9j4E4Xru21axW8UReWmgxpw1a8XpcWpelKYJ9amQYkiQxJyaCOb2CEdKN+j5Bgia1ijt3WdhMjwqHAT5r77yVhRFm1k4p4PvWLgojzCTqtSyckEe7z8+YCBPnp8Rw3dZaCntNuh81dfTJJ/tNaxdXlFRT3Ms9m2827FYp3hucnBDFNoebh3NSQ5xyUPp6D14pyOzDr785K4mbs3a6s+8cmoRPVhZXdw5NpsPnJ1qr4dDoCO4amkyCXssQo55Ug45De/FXo3uN3ymRYUwJjp80g442n582q58Xh2dweKyljxsyxaDrk2pLp1Ltk1IMihx5Y+Seg4h7FOZFOxTDRoZReVfft1rp8AV4Oj+NN+vb2GhzMTLMyAW9+udAgUXP5Kez0mrn1iFJA9IYdpf39JCoMB6pbGKL3c3x8ZFckhrHyHBjKLBwkiWMJZ12PLLMR40ddPgCfDR6KNkmw6CK1u+NnOD3eb6mhU+aO7m7V/9JtCiyL9KkI9Cpx6MF2e5A7fHj1kl4ZQMGjR+9XuF5trS08P7772O1KlzVf/7zn4SHh2M0ppCVdRUVFU/S1XV+KI3b3iBJr8ivRo+XsQysGC/sUKyzLw7PIMuo36dgyBidhhjgmLhInq9pIWlhEakGHe+MzGKrw80NW2uI02mx+gO7DYyaGOxTy7vsHBMXiRCC/1Q3E0fggCrFoFA2TtolWHjGHnjoe4se+bXZ7lJk6QBY2eVgSmTYHp8pz2wgXqfhuiAFpTfVZFGHjRS9lrVThvejWWhUEhp2Pw/uD85MiuHF2lbuL2/g6fz0vaYtPVDewFctXVj9/pDBUS3B9+NyB8zFvafc4btiIL1nX6BVSbwxIhNbQCZiAH0iSa/jqfx0nt7NNQ64YiyEWCVJ0qfAesAPbABe2dvz881GFk/K77Pt87F7n3Rcq5K4Kj2eL1u6uHtocr+ArD8SewqM06okztzPKjRXZyRwTnIMnzV3kqjTckychck1ZX2U4t6YFR3BrOi/Vg7DNIOOx/P3vVy3JEmsnjIcRyDQb2BJktRPwJnUKu7opVBKksRRcZGh32EadShAsQf7Uy1o0cQ8AoI9Lia0Komzf6dcpgPh6F7P3FuhPT0xGq8sqHN7mRIZxszocM7ZVMGCDhuXpMYyIszEtVtr+Ly5kzSDjpuzEun2Bzj3ALT9lMRoTgkuSHaH3Y0ts1pN73mlR+E1qlWhhbFWJfXh7+0O6QZFiYoKeiL+iuh5xu+CgSyzo5VYiytLqrk1a2AObG+cnhTN6Ul7fu8D4YhYC09VN/O3+EgeyU3tZ+lKCVYE+7XDxjPVzUy0mBn5Jxe16FmwP1ujcFEf7uWVNGjVyEJgMWrxtOlwa0FuaEMC7AbwoMeg9qLTKfSIn3/+OaQUA2zcuJHp06cDkJb6d6qqXqCp+WsiIsagUu3dlNuzoN6Vf9kb81qtpOi1nBAfud95cy9MiWWt1UGDx0et29snHqPG7SVMrWLubhTjwggzGgmKup0cExdJicPNJruLi/H8LkFevxcmWMyoUAJPB1KM69xeat1eLkuL63/yLlBLEk/mK5z8bQ43nzd38q8hScTrNCwNegn/jNLguWYDN2Qm8GRVM1FaDfdmp/QLgm/w+EjWa5EkiW5/gBu21vBtq9LHM406Xh6eSn6YgXid9oB43A80JEkaUCneWxwQxVgIcc8uv+8G7j4Q194XXJWRwFUZCXs+8H8EUVoNF6fueaD+L8OkVmH6i5an7rEQ/1+BJEn9LODvjhqCEIo1QwhBnE7D6HDT/xcVlHoUu0P/wknxI7XKJLCww0amUUe8Xks8Wn4cn7eHM/cfw8KMVO+mgEbPYvW8zZXE6zQ8+ydZiXsj3diXulHt9hKhUZFqVvKGH7d+O4k+LyN8isVYsirWWXdQMdarneh1cVitVrZv3052djazZ8/mm2++oaysLKQYazRmYmPnUF//Pg0NHzJxwreEhfUvFLErYrRqdJJEo8fHgvZukg1a8s1GAkJZsHb7A/zS0c2NmYkHRLlKMej4qjAHgKkrS6lwebhzaDIXpMTycVMHw82G3cpXrUoi3aAPBY+vDAYVj2Zwxf6viAiNmtHhJpYNEmS+Krh98l4WHJkbE8HcmAhK7C4WdpSxPJiNodMf4OQ/cZF9U2YitW4vb9S1MT0yjMtLqhkZZuS54UrhkFVWB6PCjERrNdS6vZQHU949PSydMLXqgAbH/hXxvz+rHcRBHMR+Qy1J9MRvSZL0/1XlpCmRYTyRl/aXtRYDRGl2ivLxEXs3af9RiOu1eLoiLf4vkdO9t1X7X0OSeLKqiRPPLuCwxnIeqmik3uOjye1miF+Pu5cO7TYoBT4Majs6fTxbtmxBCMHRRx9NdHQ0eXl5LFq0qE+gVFbW1bS0fIcQAZqbvyYs7MY9tk8KxmWU2F08H7Rqfzh6SChNZQ8u2Ms0Xb8Fn4/NZrXVwXFxFiRJ4u97eY8Mo45qlxLgtsrqIEWvJc771y1CNBimRYXxXE0LJXaljkFvlDjc6CTpN1PG8s0GojRqfu2wsbLLztTIsD91oS1JEjdkJPJVc1copexKq4PxQfrcOUkxLOuyUe32YvUHQjEl/7/gr2liO4iDOIiD+ItALSkUl7+qRwKUgNMe7A3//49ErLY3v33/KBSBwMCZBfYFhqCLf05MBMPDjFR6vHglia9auhRlXqvCJ5vw9GJneQwCt9ARpneg00ZRU1NDVFQU0dEKDSUvT7HQb9u2M9VemDmHQ2eVEh01jYbGT/D5rPh8Vrzevvmbd8XhsREhHjHAGRsrKLG7OCW4QLsoJfZ38dgk6rX8bR/oGZlGPVVuj5K+q8s+KJ3vr45jghSzU4p2YNslrWWl00OGUfeb6QMqSaIwwsxnzZ3Ue3xclf7bspT8Hsgy6flw9FASdVpeGp7BDZkJhKtVPD8sncfz01gxeThbp49g2aR8XirYu7Lf/yv460r6gziIgziIg9gr9C6g8UdneNgTEnrx/vc1OLOray3Lls9i0a/Dcbv75mXv7t6E01k5yJl94fG0UlP7JkLIfFuYwyWpsQwzG0L5oTegxScEt2UlIbQq3LIJt3anEuQzgFenx6x2olKbqa2tJS1tZzxCYmIiFouFsrK+RRtUKh1ZWdfg9baxeEkhi5cUsmTppN2WdT+kF8f1jRGZPJWfxuKJw3hueAZrpwzn3uzfXoTn90SmUUe3X6bY7qLZ6+8TMPt/CWMjTLwxIpMOX4CcJZt5p1du9gqXh6x99HgcFafENFycGtsn6PfPxNSoMDZMHc4JCVHclJlI8fQRnNwrxkOSJIaaDH9JHvHviYNUioM4iIMIwevtwO2uIyJi1J/dlIPYR+xvyegDDY1KChUo2tdy6cVbrsXjUQLkdpQ/is/XhSx70WottLbOB2D8uE/xettwu+vp6FxOft6DdHdvIDx8BAaDEmy7ufgqrNa1hIcNY0TUZLJUDbhdNcRptayzOtmKhgiNihMSorhRq8Ijm/tYjH16gUtvwIgLu92Hw+EIpWcDRZHIy8tj/fr1eL1edLqd3yIycjxGYwYuV3Vom8OxjbCwgXngvRXL2dERfRY/f4Vv7PNZ0WoVZc/lqkdd/yRwbqjcs6H1dYQYuDLgXwFebwd19e+RknwGen1fC+5RsRZOTYzim5Yubt5Wxxa7iwdyUql2efZYiXEw9BQgSwxmHBFCHjQH9h+JHs+AJEno/z9TgAfDfn0VSZICkiQVSZJULEnSJ8EUbUiSdL0kSVuC2z+QJGkPedHsdHQsA6C29m0aGz+nvf3X/WnafkOW/VitG3a7oj+I/314vR3IYilCKOlpurrW9rNY/d7w++10dK7o0xd9vi7a25eEtsmyD4+nZbBLDIqOzhX4fDvzX69bfzpr1p6I3z94Jb+9xdp1p7Jt2/2h37LsC73Hg9g7yLIXm33rbzon/wCmoTxQWDulgM3TCgbd73CU4/N14fN1s33HI7S3Lw7tq6x8LqQUG43pNDd/Q0fHErq6VoWUYoC1605h0+bL2bb9ftrafmHpssls2vwPlq+YTWfnKgCcTqUEfEvrD3i97axcdQQrVs4mRqvksW5ExRCjEmgWZdTiksPx9NJBZZ3ApTVgwEVRUSlarZb8/L5ZlPLz8/H7/VRUVPR7zlEjX2T4sEdJT78EgFWrj2bZ8lnU1r3T79hwjZqr0+O5Lzu5X0ntPxstLT+weEkhDY2fKr9bvyfJOQ8VAd5tUOSQvuNDZPEETU1fs3bd6XR0LEOW+1NhWlp/ZPuOh5FlPz5fF2Xb7sNm2wJAa9svbNhw3gGl0PSgovIpKiufoWjjhRRvuR5r90bKtt2L1boBkPnPsAx2HDKK0xOjebuhnf/UNOOSxT5bjCVJCinFHZ0r+HXxaCoqnwWgtvYtqmte6yPjyyueDFZPrAJAiK2sWXMiPl/Xb7qv292ILHv3fOBBhLC/FmOXEGIMgCRJ7wOXS5L0EXANMFwI4ZIk6WPgDOCtwS/Txoai8/ptzc9/iJTk0/fYiB3ljxEWlk9iwnG7Pa6i4hmamr5k6NB/kpBwLEIIHI5tmM3ZNDZ+RkPjp6SmnIPBkMz2HY/Q3b2B7KG3kJJyFhqNwpfyetvQaMLpthWjUYcTFpZLd/cm6us/IDv7NhobP8UclktMtBKV7PfbUavN+xU53Nm5kpaWH4iJmYnZnIPRmLrnkwaA19uOx9NCePiwPtvd7gZ8vi40GgtG47675zo6luN0VZGSfGaf5xVCUFv3FvX1/yUz4x/ExMxEp4shEHAjSZo+KYx6VtHdtmLa238lNmYW4eEDT6gebxs6bTSSpKKp6WssljEYjX0j3mXZv8v1A4Bq0O8RCHhQqXRIkoTfb2Pd+tMRooKmpgLCwnJZt17pj4Vj/0tU1CQcjh20tv1CRPgItNoowsOH4/N14vc7+7zL32Id8Ho72Fp2J4GAg9GjXmFLyT9pa/uZ7OxbyQhOqJuLr6KzcwWjRr5MXNxcKqv+Q1XV84wZ/RYxMYcMem1Z9iFJaiRJhc1WwoYN56DVRjF92kr8/q6Q4tDVtZrY2EMBsHZvxGwagkYTjsfbRlHR+WRmXklC/NGD3sflqsdqXY/Vup7k5NPQ6xNYveYEZCGw2RIxm7NxOisxmYagUu00yQkh4/N1odNFB99FG3X1H5CedkFoDO4LAgE3arUh+A68tLUtJC7ucCRJIhBwAirUagMOxw7aO5aQlnoekqTG77fh9jQRZlYi9j3eNrZvf4DsobcMWgrY42nF4diGzV5KetpFCBEIvnMJIQJ4ve0gqdDr9hzUtG37/dTX/5exY94hMnISfr8Vp6uKSMu4fse+NSKLWreXloa3aW39idGjXhnwnQkh09T0BZKkIT7+6D7vv/+xAiECu4wh8ZvlWYxOg8tVg8slYTCk4nJVYTRmAIIdO/5NTe3r6HTxBAJOAgE7tbVvEx93ODZ7KU5nOXFxhzOi4D8IEWDRr8MBmDTpB+SAC5+/G6+nhZbWH4mJPoSWlnmEhxdQU/s6AFptJOs3nNWnPY2NX4SULwCDvxkZDdWomR3MWGExaHHKZty9Xo8eEDo1BlzU17mZPv30ftXIMjIyMBgMlJSU9FOaw8LyQhZiCRXVNS/jdteybdu9JCedikqlo6bmdcLC8omJmcHtAxRg+jPgctWwZu3JDBlyPSnJZ1Je8SQAO3Y8SkL8MTjs2zHgIVNUUCHnECZsxOsteDzVbCm5HoANReeh1yXg8Sql0+PiDic/7wE2b1Zqf4WZ8+m2baSu7l3a2hYwaeK3bNp0GSBoa/uZhIRjDsizeDwtOJ1VoUWV3V6G3V5Kc/PXANTVvUNq6vnk5d6FWoInc+NZ3mXn0UplcTbiAHD4Gxs/JRBwUln5DJWVz4S2C9lPZubl1Na+RVXV8wCssa7nkOkrkcVzdNtcbNx0KYVj3ycQcNDZuZK4uCNC49Hns2J3bKOzcwWtrT/h91txu+uJiz0MgyGFyMgJmExZqFQ6TKY950v/PSGEQJa9qNWDLzQCAVdwPlYjy14kSYPbXYdWG4NGo3hUurs34XLXExtzKCqVFknq65USQhAIOGhu/gaNNpL4uCP3KL8OJJViCdDjf9UARkmSfIAJ2KOJTZJ0COHt83vr1ttpbPyMtLS/DzoJt7UtpLr6JQAiwkdhMg1MEpdlL5VVyuqseMu1FG+5Fq02Cp+vs89xVuu6Pr93lP+byqrnkCQVsTFzaGr+EknSIIRSDlevTwxZMxoaPw6dN2XyzxiN6axYeRhqtYHCsf9Fp4ums3Mlfr+NsLB8DIZUnM4KbLZikpJORQgvNtsWGho+YejQm6ipfYPGxk/xelsBqKt/F4CM9EvxetvxB2xkZl5JRHhfd5UQDqzW9VgshQB4PM2oVAa2bLmBjs6ljB3zLmZzNqWlt2B3bAu1X602M3XKImy2zURHz+jTeWTZT3PzN0RGTuijmMuyh86uNVRXv0Rnp1IFqqzsTpKTTqPLug6PpzGoeCgoKb0JrTaa+LgjaGr+ikDASUrKOWSkX0xj42fU1L5JevrFVFY+DUBFxZNYLOPRai143E3k5t2NThvNlpIb6e4uIiPjcmJjDg0J38mTfsJgSKKjYwmVlc9hd2xl5IjniY2dQ13du1RWPY9WG8WY0W/gcJRRU/sGHk8rY8e8SSDgZu26k7FEjGH06NcpKrogpCi2d/yK27OzGzc0fIzFUsjWsrvo6loV2p6YcDxNzV8BMHbMO0RHT6O9/Vc2brqM4cP+TULC3yjeci1dXWsID8snMnIC8fFHUbzlelyuakaPepXqmldpa/sZgI6OZXR1rVb6YnASUqvNoXfd2bmCuLi5dHQsVd5X5TNER09HiACbNl9Gd/dGkpJOIS31PDo6lrJ9x0NYLOMZPerV0Dk+XyetbfNxu+pCz1Fb9zbR0YdQV/8u27c/QKRlAuPGfUht7VvY7VvZuvVfQQGjorNzNRqNGYMhBbe7gbCwfJavmBG61rbtD6DVWHC7lUT3q9f0XcBGRk4iN+eO4ETxLB2dyygs/BCPuzH0XXXaaPSGRGpqXicu7jDSUv9Obd1bACEl1uez4vG2EGbOwe1pwmEvIypqGvX177Nt+wOkpJxJXu7dVFQ8TXXNy4wa9QqSpGbLluswGbMYP/5zijZejNtdi1ptIiX5dNZvOAebrZjsoTfT3PI9Nltxr3EWoLNzJZkZlxMXdxhr150WGqs9aG39ke7uTahUOuJiDwv1DZXKSFbW1cRET6e5ZR4edwPJKWdSXfUCHm8bY8a8yfZt99Pc8i1AP8PB9Gkr0OvjEcJJReWzxMXO4ci4AmTZw8JFDwDQ3PIdKcmKpa6i8mlyc+4iImIk7e2LKCm9GQB/wEFqiqI02mwlGAwpIfe4EIJNmy/Hal3PuMKPMJmyKNt2N21tvzBixLMI2Yfb3YhGE05c3Nw+7ZNlH2Vld+HxtpCT/S+6u4tC94yNnUNb2y8kJp6A2TSUmtrXMeiTcXuaAJm4uCOwWtfR0bkcn6+LsLB88vMeCCrnGqZOWQio+y3ik5JOAiA19RyEEFgs4wgLy8Xvt1G27V40ajM+XxdpaX+npPQmrNb1oX6k8VQAudhQER8MaIsyarFixtdLMdYJCaFVYcRFIKAlJyeHXaFWqykoKGDTpk243W4MhoEt+NnZN+Ny1dDWvghZdrFixRzCwofT3r4QgHGFH6FS6TCbc5FlN1pt5IDX2R2czkqqql9iSNa1ITrJvqC9fTE+XwdlZXfS2vIjTmc5sbFzaWv7mY6OpTgc24mKmkpeZykV5JBi0DBtykIWLfqCoUO7kGU35RVPhJRigNbW+X0s/pWVz+LxNmEyZeN0VoT6C0B19cvExs5h27Z7CY8YSWrKWQgh2LLlOiSVhmH5/0al0lBT+yYR4SOJjBxPQ8OnNDR8SEHBMxiNKfj9Dsq23UVT05eh6xYUPE1M9Ezs9lLWbzgLgyEFIfupq3sbnTaa9o5fsVqLODHhLZ51mzGqJDKlRtxuEwZDMlZrEXX175E99JZQwZee967TxYUWpu0dS5GQiI6eBkBX52qioqbS3b2JQMCOThdLeNhwyiseQ1KpaWj4BKMxk/DwAlpavmNz8dUo9dIUHaWu7l1s9i2hZ8nJuYPkpFMo2ngh3d1F/b5fa9tPACGZCSrGj/8US8TAaRYHWvwGAk5aWn4gMfF4OjqWY7EUotGYQ0YHv9+GJGlwOHagUukIC8vDZt+KVhuJJGnYseMRjMZ0khJPwOmqob7+fdrbFzNhwpd0W4vo6lqNJXI8Bn0yPp9STGpr2Z1oNOFERIymtfVH1GoTsuxBr08iPv4o6ureCXkhIiMn4nCUk5x0ChkZl+LxNON0VdHa8mNI7gJotdGMHPH8gM/dg/0qCS1Jkl0IESZJkgb4DPhBCPGiJEnXAg+ifMn5Qoizd3edvLw4UVpaR1X1K7S2zMNoTCc37x6WL58ZUkBnH7qjz4eyWouoq3unzwMDzJxRhEazkwMkhExr60/odDGsW386GemXUl2zs96IwZCK260oBFFRU4iPP5r29l/RaqMwGTOx2Yqx2bbgcteEzumtDO+KsLB83O5G/H4rERFj6e7eMOhzGwypeDzNCLFvuR5VKiOyrKyoZNmLxTIOIfvotm3q1dYkPJ7G3V5HowlHrQ7rc1xe3v34fVY6u1YREz2DHeWPIYQXlcqI2TwUl6uWuLjDaG39Gb+/CwCTaShOZ/mg90hKPJnmlm8xGbPosq7Zp2feEyRJi8UyNqRMgvK9zOYcOjqWhLbFxMzsQ9cZOuRGnM5KGps+AyAl5Wzq698nLGw4dnsAna4dgyEVIXwYjRm0tHyPTheL19uGyTQkpEADqFQGZNmNyZTNmNGvUbTxApzOSszmHMLDC/oI5sGQlXk1NbWvYzbnKguAYL81m3OIjzuKyqpnkSQtRmMa0dHTqKt7F7XaRCDgJC/3Pnz+LiqCVh0Ai2Vcn0VfYeGHbCu7G1l4EXIAnT4Ov78bjcaCJKnp6lrVZ2wA/fqzJOnIyLiUqqrnAAgLG4bdXtrnOXJz7mTbdoVOMSTreioqFwAb9/j8A0MCBJKkZkjWDZRXPAZAePhIdLro0PccPuxxKiqfwe2uJTx8JE5neWhxptGE4/fbgucV9LEaJiedFlrcRkVNJcyc22siAY0mAr9/J+1kd4iLOzw46auwWMb2efcWSyFOZ1VI+O8O4eEFaDWRdHQu67dv+rSVLF12DrADlcpIQcETOOzbqah8Snlbko4J4z9l3fqzCATsmExDGT7sUWrr3qa9fTF6fTwOxzYSE08gImIM27bdA0BS4smkpJ6NHHCxfoMiulOSz0SWvaHxsSsKx35AZdWz2GzFxMcfg0qlo24AesBAsFgKGT/uE2TZQ3v7r0RHzwQEKpUWj6cZrTY6ZO0/UKiufoXKqueZMuUXijacx1ppCvc7lAXbrVmJXJeZyPkbytn40Rqyo+/l/jeU8568RjBP8zKXZr+JYW0s//znv1Gr+/Om6+rqeO211zjuuOMYN66/db83hBDU1b9HefljgGKh35VyoNFEMnnS92i1MTid5ZjNOSEPVG9vlMtVR3PLd6Slno9abWBz8TW0tHxHUuJJDB/+GD6fleqaV9GoTbS2/czIEc8NqjAr3gIvKpWe4i3X0dz8TZ/9Eyd8y9p1p5KUdCJNTV+SlHQqNbrpnFsZzc0Z0dwwJL1PGWOrtYi1604mLu5w8nLvYemyqQDExx9NdPR0tm79F2p1GFMmz6e+/gMqq5Qy2rExs2lrX0BExGi6uxXZERExmqSkUygruxOAESOeIyJ8JMtXzARg9qHbWbFyDi5XDSkp55CbczsbN13aZw6AvvqC0teisNu3smbtiX2Ok1ThtGa9h9lTgrHuNgAmTfye8oonaWv7mfi4oygoeBqVSkN7x1KKis5Hq40hP+9+wsLyWLFyDqCMWZ+vg1WrjyY39x7i445ErTagUhkQIsD6DecEFVvBkCE3kJF+CStXHYXLVQUkMeOQ71m56jAM+mTsju3IsovBUDD8KcLDh+P329m8+Qqys29FowmjpXU+jY2fABATPYOkpJNpbPyM1LTzkQMe7I4y6us/CLZ9GAZDEl3WdVRUPEVX16rgnKikddPp4vB6W7FEjMXavQG12kwgoNDwehsQ9w8qYCcFr2eeC+1V6UhNPZ+amld3e5WIiDH4fB24XIouN3dOxaAlofdXMQ4Am4M/lwD/BMwoSvLpQBfwCfCpEOK9Xc69FLgUIC4ubtzHH3/MrhCiGFk8FfyVhsQwFGeWDcGiXtc6DSF2nq+SrkaSxgAgi+8R4rNe+24FooE2BFZU0kSEWI8sFqOS/oEk9TfrC+FC0fGtKBPzkOD2JsCALB5FYjwQQJJOQbAUId7q1b7zgC6E+HrA9whZwK5R1SOQiEKS/gZ4AT+yeAlwAm4kpiJJU5HFQ8DefMNMwIHSwdp7vY8XkCQ9QtiQxXUDnKcGelLWZADhQHGfIyTpZCQygRygCehAFouQpFzAgEQ80Lf0pRAuJMmIEO0IyhDiLSTpbwixAahC4nAkaTiQiizeA4qQpDMR4oNgu69B0IIQH4baIMRiYKfFTiU9hGANQnzRq7U6IBbFiaFTvpf4FahXrsMsBNuC+/WopCdwu5ei0/fc51QkhiGL+4LXM6GS7kb5fhEIypAYDXQhi2d73XcMUBT8OweVdCIgkMUXQCWSdA5gQ4j5SNJRSByGEJ8imB98lgcRYhmC74PX0CAxO7RfOeZKZPEjsCO4JRqVdC6yeAOwBY+5DVk8Qc84kqRzAV+v93gCEscEn682eM61yOJ5lEKWoJL+gSwWArvnvqqkR4AoZPEc4Ecl3YDD4cRs1qGMJQOCzUhkI8T3KP3cAFI2iC0gFSAxAVm8glJIswCVdDayuCvYliQkhiDoURrjgd486yFARbAtDyCLnrW6omD3nKOSbkIWt6CMjSFKe0LvVY8kHYsQX6KSrkaIlcF2LwJSUEmXI4uPUMZEOhIjkKQsJKkQIbYAaiQpHyFcCPEOSMNRSYcgRCtQhRDbATOSlBP8LrFIjFTei3QSEhOVfsEWJCYANcjiW3ovLiQmBPusG6Vvm1BJFyCL24EklL6cBDT2OucQJGkKsvg8+I4G437rgVx6xLzENECPYAESs0CKQ4j5KLLFDySz00EYiyIz1iFxDEjhSKQjaEJiHLJ4R9knnYxKGpyW83tBCD+SpEGW36OEDh6Q7gLgYpzMlby8LBtY+1MzQ7Ju5eknoSJFxXcnCb4yvMy1Wc+h3pDPuHGHDnJtwZo1a9BoNBQWFu5lezz0hP0I8W6oX0tMRFAExAB2wIbEXFSqM5HlLxDMA2KQGIFggXKOdBISRwRluiu47SwQXb1kCEgchSQdA3iQpMjQdlksQ4g3AAmVdCOyeB2JoUjSycjiVgBU0mvI4hl6+oZKuhJJKqRRqIhDRiPRJ5+z8lxVQFJwzilBUI7EsUAAWbyAJE0OzskCwfcIsTwos64NXiEPibzg+HQDcYAdiUKQhipjDJCkSxCiR1EyIUmHI8SXSNIZSMwFtgEaJGnogN9OuXcJEhlI0ihk8RgwDihFmYMBElD6fU8xkCQk6YhgG2SUsdCK4khfF2zXZSCqEfyESnoSSepLwxGiOjS39LxPIVqRxX/xuKdjMo1Dlj9E8FPwmDuBdAS/BGV4IZJUgEQskjR44KMQHUHdoXPQY/YPw5EwBcd6MoK1QT0hFiGKUORvOKAJ9t+euTU1qPNFIZEHUq7yP1YggKAKidlAB4ps0gJeJClWmfuEDUEtsB2J6YAGJHPwHB3gRzAfIRYxd876300xtgshwnbZdipwpBDiouDv84DJQogrBrtOXl6e2DW9TQ88nubQynJX5GTfTkzMLMzmIciyh23bH6C+/r+7bfMh01eh2wtu3/5CCJlNm/+B21XLpEmKIHK5aqipeQNBgLjYuXR0LCMx6STCw/Lx+21oNOF0da0lPLwAtXrveExOZxU6XQw22xbq6t8nInwEFRUJzJx5FLLsxefrRpZdmM3ZCCHw+634fF34/d0EAi6ioiaFrmV3bEclKXyeurp3iIqagsk0hFWrjyIx8QTy8x5EkiTc7gZsthLs9lJiY+cQHj58v9+XLPtQqbT4/XZA9LH690Z1zWt0da1h1MgXkWUv27c/QIRlDMlJpxAIOFn060gAxo/7BIulELu9jFWrlUl3SNZ1pKX9nZaWeVTXvM6IEc8QHpZPVdWLlFc8jkZjYdrUxTQ0fsL27Q+ErCwLF34aVJzgkOlr0Omi8fsd1Na+QXLyGX1caL3R2bWGmppXCQ8bTkbGZZRtuxdLxBiSk0/tx4MaCIGAh61b/4VWF0Vuzh2AQuEo23Y3WZnXkph0Atu23U9a6nmoNWbCwwqw2bewZs3xAKSknEV+3v20tS1k46aLAcXzUlp6S8jyd+isMmTZxa+LxwAwZvSbxMTMIBBwU1X1PAHZRW7OHfh8XXR2rsTh2E5m5hWACo+3mYaGT7BEjGFr2Z3Isocpk+dTUnoz3d2bmDZ1aT93XG8L0t7Cbi+jquoFsnNuw6BPpLNzNc0t35KcdApmcy6tbT8hRICE+KMVt3nZ3bjctYwr/IjSrbcSET6S9PSLsHZvxGbbQkryGcFv/BBjxrxBpGUcra0/43bXkZJyJg5HBavXHAvArJmbg+47LypV30wAvd2NnZ2rMJtzQtzofUF39yaMxjS02t0XEhFCsGr10TgcSq7cqVN+xeHcwcaNFwGQnnYROTn/oqjoAto7FiNJWqZNW0pHx1JaW36gte2n0PgAhcdtt2/DYhlDTe2b6LTRBGQ3fp+VyMiJ6PXxbN16BwHZxZjRb6DRhOFy1WM2KwYCm30rtTVvoNPFMnToTfj9VurrPwzGRAzF5arBbM7u9xw9WQHSUs/bJ5rAgUJb+yK+3ngf/5IUD8vrIzI5Ji6S+8sbeO3NIkZm/pNp9iRWGDvJ9Pr4LOwlbs14FEvdcZx33iWh63gqrKjCtGjjlVzNy5cvZ/78+VxyySWkpPz22A0lHkJCklQ0NHzC9h0PIkla9PpE7PYSUpLPpL7hgz1eZ1j+wzQ0foLVuh5QqEs5Of9i27b7CfhtaLQWrNb1TJ70IyZTJgCLl0wIeTS02hh8vnZyc+4iLe186hs+Isyci8UylpaWH9lcrEzth87a2o+vvi/jve87UMZYReV/qK9/j4kTvkWvj8Pu2E5z87ckJZ5A2bZ7cbvrCATcwXcGXq+yQB4y5AZqal7F77dhMKQxdcqCfcoEsW3b/SHv0YiCZ7DZt1Jd/SIAw4c9SmXVC0GrroKsrOuIi50bkiPJSafR3PIdiYkn0t29AbU6jHGFA+sqS5ZOwettYfr0VX3iEHrepdNZRW3tW0RGTexDMXU6qzEa0/b6+WTZj9fbQlnZ3YSHj6CjYwkeTzPR0dOJjT2U+voPkCQNbe3KYisn5w4iwkfS1bUarS4Gm60El6uazMwrUav0gITekITfZ8Vs7rvgCAQ8g3KJ3e4GWlrmkZZ2AZKkwufrRqXSoFbve87zvYmDkCTpD1WMJwFvABNQlqpvAWuFEP8Z7Dq7U4xB4UBqNJFs2nQpbe0LyMm5A4+niaFDbupXe95qLWL9hjNDUZiRlgmMGPEMNTWvIxDk5ty+j0/72zFQ4Mofgf0VRrsiEPAgSeo//Dn2Bdu2P4DDvo3Ro98ItVdZbIwcdGB6vG0UF19DSvIZJCb+DVn209T0JTExM9Hr41i0aBGJSQvQaMLJHnrTH/k4+wRZ9tHc/C1xcYeh0YQhRIBt2+4nJmYmsbGH0tW1lnXrTycsLJ9JE78DYHPx1bS0fM+smcV7vSjrjR56gkYT3scFuysOdN/cH+wamNkbCv0qFotl7B/cqr2DEDK1dW+zY/uPzJ79IYGAi0W/Khai4cOfICnxBNrbF1O08QISE06goOAJQIm1cLsbQgrQQSjy7bPFc7gGhRL05dhsJkYYeKG2ncfeWM/41H+SZE6gyNvB+G74xPI896TeS2THJZx66mkA+JocND+9HlWEjqRbJyKpJFwuF88//zxGo5F//OMfqFQHJrOEz9fFpk2X02Vdg1ptIibmUFpalHGcEH8seXn3UV7xOA0Nn5CQcAzDhz1OIOBk+YpZ+HwdDB/2OElJJ1JX/98QFQEUZW5I1tV4ve0sWTqR7KE3o1Kb2LbtHiRJx9Qpv/SjXQgRoGzbPcTFziUmZma/th7I8d5jPNkVO8ofC8UZjRn9Jm53PVvL7kCtNjNt6hL8fjstLd8SGTV5UE7tntDbwHLI9DX4fF2sXHUYoNAxhPDT1PQVbncDKSlnYjRmAlC08QICASeFY99nc/FVodiRIVnXk5V11YD3crnq8XgaiYzsq7P9WbLT6axEr0/cp3nhr4zdKcYHXNMRQqySJOlTFN+nH9gAvLL7s3aPHgvKyJEv4vW27DaIwGIZw6GzSvH7HaGoRYCcnH/tTxP2CZIkodCv/29jd1GjfzXkZN/eb6W4q4DZFXpdbJ/Vu0qlITn5lD7H5Ofdt+tpf1moVFqSknZy5CRJTV7ePaHfFss4Ro58AUvEmNC2guFPkptz1z4Lv94WfqXf//X7zO4WenFxh/2BLfntkCQV6WkXUFGuRJar1UYiLRPosq4JTf4xMTOYMrmvMqNEo2f+GU3+y0Kt1hNvSgx5yCMkFytXHY/XeD5CHY9eSLhlH25kJFkHKgm97MNkUuYX19YO2t9SuOpytxfHmibCJiVhNBo5/PDD+fzzz6msrGTo0P5u+32BVhvJmDFv0ta+iMjICeh1scjyY9TUvEli4vFotRby8+4nP+/+kOVMozEzdsxbdFnXk5gY9Cgln47TUY7bXY/dsT3Eg+/h3YdHjCIqcjJ6XRwGY+qA864kqcnPu7/f9t8Dg2VPiQhXvIRRkZOJiVGCfhMTT0Sl0iNJElqthYyMy/br3mFheYwe9SoqtRGdLhqdLprhw5/AoE8Kyb60tL/3O2/smLdCHPCc7H+FFOP4+CMHvZfRmLJf2aEONP7s7BV/BvZLa9vVWtxr+93A3ftz7YGgUmn2OrK2t1J8EP//YH/S4v3/AkmSiI87os82lUo7KCXkIP5voKDgSTyelj4T2UEleO9g0YWHFOPWirvxu6rwuuaB+gI0QoVD9uKRAKFFUgks/i6MRmURaV+ucKojTxiKc10LjhWNhE1SUvkNGzYMvV7PN998w4wZMxg7duwBkVFqtZGE+KNCv1UqPZmZl/c7rve9wsML+qS+lCQ1ubmKxbh06+00NHxIe/uvtLT+iCSpCQ8rUGTFbpS4vwJiY+cyYsR/iInemQnnQAdrKveZ3ed3UuIJe3VeD7XBZMoIpllzDUgtOoi/Dv5aWcMP4iAO4iAOYp9gMCRjsYz5s5vxfxJ6/U4up7fzJ8zmXMKwg1pCI9S0BVOJqgI6ItUeVAEJk8mE7PTh2dFF2MxUwiYnYxwZi6/Jgb/TDYBWq2XMmDF0dXXx9ddfU1JS8qc8354QHcy7X7TxQhoaPiIx8US02og/uVV7B5VKQ0L80fuV5/yPQlTU5FB++IP46+KgYnwQB3EQB3EQf2kEAgFk+fermqjVxYT+NukTyc+7HyMuhFpCLWtoCwZ1CdlAuMpJIKDBZDLhKmkHWWAaqSjWxgLlOo61O/P1Hn744Vx66aVYLBaWLl1KIBDAZrPR1dX1uz3Pb0VC/FEUjn2f8PCRJCWd+ofRIw7iIP6K+L9PgD2IgziIgziI/2l8+umnlJaWkp2dzSmnnNKnaIYsy0Fe+75TFLSaSB4TV2MkFoMhBYMhGRNOUEuoZA1+KZhXWNZjVCnFPUwmE651baij9GhTFGulJsaIPicSV1ELEXPTkSQJtVpNcnIyc+fO5bPPPuPhhx/G71dSH95+++1otYNXHvwjERU1mYkTvvyzm3EQB/GnY58VY0mSUoHngeEoludvgZuAmcAjKEnjvMBNQogF+9/UgziIg/i/BKfTiU6nQ6M5uP4+iL2D3W5n0aJFTJ8+ncjISADKy8spLVUKx+zYsYNHHnkEtVpNREQEBQUFlJSUoFKpOOmkkzAYDDQ0NLBlyxaOPPJIDAYDarU61AcbGhpYvHgxxx13HGbzzjgUjTaCZBqAVgyGo9HrEzBKXlBJIHb2X28gDLPKQSCgwSBpcW9vImx6Sh+l3FgQQ9eX5fhbnGgTdt5jxIgRLF26lObmndbkTZs27bEAyF8VPp8vpNQ7nU7WrVvHhAkTBq30t7foyZT1vxwv0tPPCwoKWLFiBU6nk2HDhjFt2rTQMU1NTTgcjlDQpizLBAKBAQvKHMSBxT7NWJLSYz8HXhRCHC8pSVlfQal291/gOCFEg6RkmP4R2OsQy73JP7crWltbMRqN/WrW7wtkWf7NaXV8Ph/t7e0kJib222e32zEYDAeVA8Dj8aDX//WzFfzVYLPZ8Pv9REXtzG8ryzJerzc0CbW0tLB9+3YmTZq0130tEAhQVFREfn5+SEn4/vvvqa2t5YILLkCn0/U7R5ZlNmzYQF5e3m7Hm9/v54knniA5OZkLL7wQj8dDRUUFXq930HMOoj/cbjc1NTVkZ2cfsHRffyU4HA7mzZuHzWZDpVLR3t5Od3c3mzZtIiEhAb1eT319PVFRUZx22mnU19fz7bffEggEsNvtLF26NHStV17pm/yoR5mOiorihBNOIDU1lR9//JHq6mqSk5OZMWMGn332GT6fj5kzexRYH3pDMpKkxqI1IdQSyDstuh45DJNkRw5okOo9iF40ih4YhyuKsWtLex/FWJIkzj33XFpaWmhra2Pjxo188803rFixgkmTJjFhwoQD/HZ/P6xbt47vv/+es846i6FDh7J27VoWLFiA0+nkiCOOoKGhgeLi4pAsstvt6PX6kCItyzJ+vx+dTseGDRuoqqri8MMPx+Px8NZbbxEXF8c555zD1q1bWbt2LSeccALh4QPntu+BEIIvvviCmJgYZs6cidfrpa2tjaSkpEF1ira2NkwmEybTvufM3ResWLGCtWvXsnbt2tC2uro64uPjycnJYfHixSxYoNgTr7vuOnw+HytXrmTr1q1ccMEFocDPg/h9sK/a2mzALYR4E0AIEZAk6XqU8l93CyF6SsNsAQySJOmFUtZnQLjdbl599VX8fj/Nzc0YDAYyMjI45phjiIjYfQCALMuhXJG33HLLPj4ONDc388MPP1BTU8PUqVOJioqiqKiIwsJCcnNzQ8d5vV6MRiOfffYZeXl55OXlsXDhQtatW8fw4cOxWq2MHj2aiRMnEggEePzxx1Gr1Vx33XWEh4cjy3Jo5afT6WhqaqK6uppx48YRCAT6rbZlWWbx4sVoNBomTJiARqNBrVYjhKC2tpakpKS9dsUFAgF8Pt+AK/oeDt++uPWEECxbtgyVSkVKSgo1NTWMHj0arVZLc3MzERERLF++nLVr15KQkMCMGTMoKCigtbUVp9NJRkYGAFarlYaGBgwGAzU1NaxevZqIiAgmTJhAWloaQgiMRiPh4eF4PB5qa2sZMmQILpeL+fPnU1hYGLrW3sLr9VJaWsrw4cPRaDT8+uuvpKenM2TIEJqamvj+++9pa2sjPT2dmJgY3n//fVJSUjj22GNRq9V0dHTQ2NhIbm4ufr8fSZL4+eefMRgMzJgxA51Oh81mY+vWrRQWFqJWqykvL8ftdjN8+HBkWcblcqHT6dDpdDidTn744QcaGhqYM2cO+fn5vPTSSzgcDm666SbMZjOyLPP2229TU1PDueeey5AhQ/jll18oKytDrVYzefJkQFGo3W43cXFxCCFYsGABbrebww47DJ1OR3FxMd988w1FRUVcdNFFlJWVsXq1Ukq7uLiYwsJCysrK2LFjB4WFhSQlJbFy5Urmz59PQ0MDxx13HIFAgGXLlpGbm0tCQgLbtm2jtrY2pLDU1tby9NNPo9VqaWtrA6CiooITTjgBi8UyoIDvbRVpb29n/vz5HHvssXucGAeD3++nqqqKuLg4LBYLDoeD1atXM336dLRaLY2NjZjNZiIiIigtLaWkpIRjjz0WvV5Pc3MzpaWlTJw4EbfbjdlsZvHixeTn/z/2zjLMjuNK2G/DZZq5w8yaETOzZOY4iTlxEicOx9kNbnadDWyygXXoc8hJHGNixzGzLVm2ZckWM4w0zDxzGbvr+9EzVxppRLaMmfd59GhuQ3V1dcGpU6fOqaG3t5fMzEyKi4sBo612dXVx+PBhEokEGRkZVFdX09DQQHZ2Nl6vl02bNqFpGpFIhPnz56MoCuvXr6e8vJyKigo6OjoIBAJMnjyZgYEB7r77bvx+P6tWrWLmzJn09/czODjI9OnTTygo9/b20t3dzaRJk8a8JhAIsHXrVvLz86muriaRSBAOh/F4PG+qfE9EX18fPT09lJWVIcsyzz77LJ2dnTidTgYGBqiurmZoaIjDhw+Tl5fH0NAQfr8fSZKIx+MEAgH6+/tJJpNcdNFF5OXlkZeXl5okuFwumpubSSaTZGdns3//fsLhMA0NDUyePJnnn38eAL/fz1//+ldkWU7ZKW/fvp1QKMSePUbUtlmzpqbyPeL5yG52oSgCPXmkTwwn07DJAZKaCf1QADXdgqlw9ARRcVswF7uI7OvHvap41Dmn04nT6aS8vJyJEydy22230dfXx9NPP00kEmH27Nk8//zzKeEOIBKJYDKZ3pRyJRaLcejQISZMmPCWlBLJZJLGxkbKy8vRNI0XX3wRTdN46qmn+MIXvkB9fT1gaPTPP/98/va3vxEMBsnMzCQjI4PHHnsMIQTnn38+WVlZPPvss0SjUa677joef/xxwJADhBD4/X78fj9PPvkk9fX1+Hw+/va3v3HTTTfx7LNGlLR58+aRk5PDtm3bCAaDLF26lI6ODnbv3g1AZWUl69ev5+DBg1xwwQUsWLCARCLBo48+SmdnJ9XV1eTk5PD444+TlpbGpZdeSnl5OYlEgqGhIbKyst5WjXVTUxMOhwOr1UppaSkXXHABf/zjH3nyySe59NJLU0IxwK9+9avU3z09PTz00ENcf/31KIpynAa5r6+P1tZWEokEU6dOxWq1EgqFcDgc75gG/kSmTfF4HEVRUvkdGfuOXrk5lpGxUVEUBgcHsVgs9Pb2YrFYyM3NJRKJ0N7ejiRJFBUVjUr/6PzE43FaWlqwWq2pCffJeFMBPiRJ+gpQJoT4t2OO7wBuFELsHv79EeBzQohzTpZefn6+uPnmm487bjabmT9/PkuWLBnzRQKBAI8//jh1dUYI3Ouvv56qqqoTPqe5uZlXX32V+vp6nE4npaWlDA4OEggE8Pv9gLGLOJFInPT9VVVN2YidiOrqamw2Gzt37kzdk5mZSVdXFwCyLGOz2QiFQql7RiqSw+Fg+vTpdHV1pTqcoykpKUFRFBoaGpg1axYXXnghiqIgyzLJZJI1a9Zw7rnnjqogQggefPBBGhoa+PjHP05mZiYvvPAC0WiUoaEhOjo6KC4u5uKLL6auro6FCxeOGlSFEAwMDNDa2srWrVux2+1ccsklhEIhnnrqKdrb209aHicjPT2dqqoqduzYccqyB5g0aVJqd/fq1avp7Oxk//79ZGZmcvXVV7Nlyxb6+vpIJBIEg0GuueYaotEoBQUFPPLII/j9fi6//HKSyWRKQ7p06VJKSkq47z4jcvlnPvMZnnrqKTo7jTC6ubm5VFRUsGGDEab14osvZsKECfzyl78cO5PArFmzuPjii/nTn/5EV1cXF198MWlpadx///0ATJ06lcHBQdra2gCjs+/o6KC9vR0hBHa7neuuu44///nPgFEvrrjiCqxWK3/5y18AY3n2iiuu4Gc/+xnxeJzCwkI+/elPMzAwwJ/+9CdisRg33XQTqqry+98bkZoqKiq44oor+O1vf0s0auyev/baa9myZQu9vb2p737DDTdw++23I4SgpKSEG264gdtuu41oNEpOTg6f/exnef7559m0aRMej4dVq1bx6KNHwm9brVamT5/Opk2bMJlMLF26lA0bNhCLGXNkk8nEJz/5SbKzs5FlmXg8zhtvvMHWrVv57Gc/S0dHB08//TR+v5/zzz+f7u5u4vE48+bNo6SkhDVr1mA2m1m2bBmRSIS1a9cSiUS45JJL2LlzJ42NjVx88cW8+OKL7Nu3D5PJxOc//3nWrFnD/v37WbVqFX19fezevRun08nHP/5xfve73wFw7rnnUlZWxn333Uc4HOZkjEyqamtrU+/2VnE6nUQiETRNG/P8+eefz8KFC3n88cfZv38/ixcvZtmyZYRCIX7zm98Qi8WYP38+559/Pi+99BL9/f0sW7YMm83GvffeS3+/ERb+sssuY//+/dTV1ZGTk8MFF1xAWdnp+y0VQhAOh7Hb7bS2tvLSSy+xbNkywubJwgAA9m1JREFUenp6eO6558a8x2azEYlEUr9XrVrFsmXLEEIwNDSEx+Ohu7ub9PR0JEkikUi8qdXA2tpavF4vVquVpqYmWltb0XUds9nMxo0bASgrK6OxsZGVK4tJaj8CYPq0P5OZuZLt26/nI1s+xcrAL9mc1QxA5aFryZofYcnQdpbXfgvP4kLSLio/7tmBV9rwPdtI7jfnonpPbFpw+PBh+vv7xyyrWbNmUVpayrPPPovL5eKzn/3sKZfRdV0nEAikJjlPPfUUW7duZfLkyXz0ox9F13Vqa2txOp0kk0lKS0tPS2Bas2YNr732GtOmTSMajXLo0CGWLFnCa6+9xuWXX86TTz6ZGn8mT57Mvn37Rt2fmZmJJEn09vYCpIS6EQoKClJjyMqVK+nu7k718fn5+XR0dDBlyhT27t0LGHXo+uuvT/WNWVlZOBwOmpqaACgqKqKtrQ0hBKqqcv311xMMBnn44YdH5UtV1ZSyatKkSbS0tBAMBlm4cCHnn38+ra2t7Nq1a5Rpz9Ekk0laWlooLS096YpOT08PHo8Hi8XC0NAQv/71r1myZAmrV69OXdPW1sZdd92VUrB84QtfYMeOHam6OnXqVMrLy3n88cdZvnw5QgjWr18PHJEJGhsbR21SzcnJobu7m7KyMhwOBy6XC7PZTF5eHjU1NanrgsEgqqpitVpJJBLs2LGDqVOnjlJc9PT00NDQgN1up7a2lrS0NHw+H/F4nIkTJ7J7926SyST9/f14vV7y8/NJJpMUFRURCAR49dVXsdlslJeX09/fT29vL/F4nMWLF9PT00NOTg7xeJycnBy8Xi9dXV28+OKLWK1WLBYLAwMDJyzfY5kwYQJVVVVkZWWxbt06mpubR5232Wx8+9vfPruR7yRJugUoEUL8+zHHdwIfE0LskSRpMvAEcJ4Q4jjpTpKkm4GbAbKzs2f/+c9/RlEUJEmiq6sLr9dLY2MjQ0NDeL1eqqqqkCQppe0MhUJs3bqVY/Ofm5tLZWVlanbt8/kIBoPk5eWxadOm4wYum82GJEmEw2FqamrIyclhYGAAXddRVZWenh5isRjhcJjMzExisRiJRIL09PRUowoEAgghCIVCTJ8+nebmZrq7u1MNv6KiIjUQjbUTOTs7OzWrGRHQgZSGw2w2pyrKCGMJ5xaLZdT7ZWdnY7Va6e3tHTUQHcuxA9XRmEwm3G43AwMDx5W1yWQimUwihCArKys1205PTyc9PZ1IJEJ3dzdOp5OamhrsdjuhUIjm5mZ8Pl9K+xkOh4nH41gsFrxeL/F4nLS0NEwmE7qu097ePmoC8XZgMhmbaXw+X2qSkUgkqK6uJhKJ0NLSAkBaWlpqV/nR9yqKkhIyCwoMm8O2tja8Xu+oBi3LMiaTibS0tFG2hkczYqawbdu21LHi4mLa2tpGdXoZGRn09/eTnZ1NT08Pbrcbv9/P7Nmz6ezspKOjI3Wt1WolGo1SVFREa2trKl+zZs3iwIEDSJIRqaugoICMjAx27dqVujc3N5euri5cLheBQCD1nLHqjdPpJCMjA7/fz7Rp0wBDi+F0OrHZbPj9foaGhmhqahr1LpIkjapfp5p8ZmZmpjTQGRkZRCKRlABrt9uPE2ZH8nwskiSRnp6e+kayLKf+aZqGLMu43e5U+z26jR17LxgDdG5uLm63m+3bt6PrOhMmTKCzs5O+vj7S0tKYOnUqgUCAlpYWBgcHKSgowOFwpDT+brebaDSKJElUVlai6zp1dXUIIfB6vQQCAYLBYOq6EfOUzMxMVFWlu7sbl8uF3+9PDYzHMpKno+sxGJOvo5f0Ozs7GRoaYsKECciyTEdHB729van6oigKoVCI9PR0gsHgqImtx+PBbDbT29tLWloaGRkZFBYWpr51c3Mzuq6fUqg424z0KYFAgOrqarZv347TGWBCtTFhlaXvI0mFaPrv+Hz9TSwauINtuUb47ayDX2LSokPM7m/g3IP/TscsjXD28c9Qw1D6qkJftc5Q2anH2GQySX19PYqipAT5Y+t/ZWUlBQUFdHV1pfrKkXtbWlrIyspiYGCAxsZGCgoKqKio4PXXX099k6lTp+Lz+VJ9GRgTa6vViizLJzUn2Lx586g25fF4mD59ekpRoGka06ZN4+DBg8TjcbxeL1OnTqW+vp5QKMTEiROJRCLs2LGD9PR0Jk2alJoUTJo0CafTyYEDB8jMzKSgoIBEIpESCOfNm0dtbS0+nw9Zlpk8eTJ79+5N9RclJSUpwae4uBhd11PKhoqKCpqamlJjscViYc6cOal8z549G5vNRl1dXWp8HRH4Zs6cyZ49e0gkEmRmZjJlypTU5M1kMuF0Ojl8+DDt7e2UlpamFG1+vz8lE7hcLux2O/v378dutzN79mwOHjxIf38/s2fPPk5bGovFGBwcxG6343a70XUdn8+Hx+MhHA7jdDrZs2dPqj9SVTXVVyaTSRwOR2qstNvtKTkmGAwe902zs7NJJpNomobP5xvzu9tsNjRNO20TuGP78aNxu93E4/HUOGk2m0+ZrqqqeDwegsEgsVgMWZaprKwkHA4TCoUIh8O4XC5cLhdNTU2pZx878QLIy8vD5XLR1tZGOBzm+9///lmPfLcP+PDRByRJcgNFQP3wxrxHgY+PJRQDCCHuYDgiXnV1tbj00kuPu0bXdZ577jk2b97Mpk2bMJvNZGdnp5bQzGYz06dPp6CggLy8PO677z66urro6+vjkksuYevWrakG0tDQgKZpXHXVVUyYMCGlAR1ZMgmHwydV6Z8OR9tH67rOli1bCAaDo2aFYHRkqqqSSCSGoxKpqfs7OjpSwqHNZsPn82G327FarbS2ttLQ0EBVVRVFRUVEo1H+/ve/43A46OzsZHBwcNRzenqMePEjglpaWtqo5W6r1co3v/nNlBD42GOP4fP56O3tTQ3+Npst1QhXrVqFJElMnDiRgYEBdu3ahclkYtGiRWRnG6NDPB4f0zb1ZOi6Tn9/P263+4RLHAMDA3g8Hmpra9m7dy+LFi3C7XbzwAMPUFlZydy5c3nwwQdpa2vDbDZz4403YjKZaG9v56WXXkoJAFVVVUyaNImNGzdSUFBAeXk5uq6n3v2KK66gs7OTTZs2IcsyH/7wh3nllVdSg8mqVavIyMhg7dq1WCwWqqqqUk77hRCppa1oNMpvfvMbBgYGmD59Ovn5+Tz77LPk5eVx3nnnUVxcTGdnJ16vFyFEKq8jmzBGynLPnj0sWLAgpTG95557CIfDzJo1i4kTJ3L//ffT09PDvHnzWLBgAb///e9TAnVlZSXnnnsuf//73xkaGqKsrIzrrruO22+/nYGBAbxeL5dddhm5ubk888wzgKGtqaiowGQysXXrVlauXMn06dP53e9+RyAQQFVVbrrpJl599VW6urrIy8tj/vz5/Pa3vyUrK4tPfOITJ21HL7/8MpdddhlCCLZt28ZTTz1Ffn4+paWlJJNJ6urqmDRpEgMDA5SWllJTU8OLL77Inj17mDRpEpdddhl33303nZ2deDweysvL2bFjRyrviqKwZs0aVFXluuuu45577sFms/GlL32Jp59+ml27dlFRUYHdbmfPnj1ceeWVTJ06lfXr17N27VouueQSdF3nqaeeAki52dq8eTOzZs1KaS5jsRhmsxlJkojFYjz66KNMmzaNSZMmpd516dKlKIqSmuDV19dTVFQ0ypQpkUikJmJtbW14PJ5Tmoz4/X5+8YtfpAT9c889l76+vlQ5zJw5k0suuYQ77riD7u5uPB4PmZmZqdUnr9fLVVddRTKZ5PDhw7jdboqKiti4cSNr1qyhtbWVGTNmYLPZePnllwFDAzc0NJRanRshLy+PadOmsX37doQQfPKTn6S9vR1d15kxYwaSJLFr1y7mzJlzxv3CO0U8HmfHjjdSv5cuvRxVdXHg4IuozUk0caRP6hFeZikxZGF8w1mr56NmGFq1zsO1eAsKsQxHxOuu30FeEKYvm4Ekn1ore845RxZWhRCsXbsWu93OnDlzeOCBB6irq6O+vj41+H/84x/n8OHDvP766wC0tLSkJhjt7e0MDQ2RSCS47LLL2LhxY8psZMKECaSnp7Np06aUBlaWZb7yla+ktKKdnZ0kEonU5tmXX36ZlStXpq6dOnUqaWlp9Pb2cuDAAZxOJ1dccQVNTU28/PLLXH755WRkZCBJ0qgwxsuXL8flcqEoCqtXr0bTtJT53vnnjw46tGDBAvx+P4WFhcydO5cnn3yS2bNnM336dCZMmMDzzz/PnDlzWLFiBe3t7SiKQm5uLslkMmXfPGXKFMLhMM888wxCCKZOnUpNTQ0VFRXouk5lpRFoY9WqVbzxxhsUFhaiqip33HEH27dvBwxFRW1tLdXV1Rw4cIBdu3YhSRIXXnhhanLe1NSUMv0ZYcRmfoRwOEwsFqO3t5dly5axatXogCGnYiQk9PTp01m/fj2TJ08eFU3R5/PhdDoRQqSUjGBMWurq6lLvJoTg4Ycfpr6+HqvVmjJnbG9vT03GMjIyUiZ4R2vhly5dSjAYJBQKpcxHa2pqSCaTuFwuMjIySCQSRCKR1N6q9vZ2EokEFRUVaJqWUrLl5OSwa9cuduzYkdJem81m8vPzCYVCRCIRcnNzyczMTL3HiAnqWEQikdREAQz5p6mpCZPJNCqwTjKZpKuri+9///snLOs3qzGWgC3Ab4QQ9wxvvvsD4Ad+CLwC/EAI8fBJkklRXV0tamtrxzwXi8X45z//SSgUoqenJ/XhvF4v1113XarQwOhMtm7dytNPP506ZjabmTp1Kh0dHTidTq655poP5K7OaDTK1q1bqays5MCBAyxZsgS/308ikRhzU+DIxCIvL++4c0KIlDZI0zQefvhhJk6cyJw5Jw+t/F6gqamJtLS045a9enp6UFU1pWU5Gk3TePbZZyktLWXKlCkMDAxw3333MXfuXBYuXMjLL7+Mw+EgGAyyfPny09ZuDQwM0NHRQU1NDYqiEIlEzmiTh67rqU5uhJEJi8ViSW2Ey83NpaDA2N/a19fHE088QUtLC9deey3V1dX09vby0ksvsXLlSrKzs9myZQtPP/00s2fPTtkJ33PPPQwMDHDLLbekOs9YLJYS4oLBIIFAALPZTEZGxnF5HRwcxO12n7JtjXTuI5zOLuvBwUE2btzI8uXLcTqd9PX18frrr6fsDJPJJIlEIqXd2LJlC9nZ2ZSXl9PT04PdbsfpdKLrekrTqus6fX19qQmdEIJoNIrNZksJxg6H47hJ7XuF7u5uBgYG2L59O9dddx26rvPTn/6UeDyeMinz+/2sWbOG2bNnk5+fT39/P2lpaSlh/VhCoRB/+9vfjjOLGlkxAEN4mThxIg0NDUybNi01CIXDYaLR6Jjt671OU1MTd911F0uX3QvA6lXD9rL1/8eVGyqZ0vokewoN2/vAgf/luhWPU9WqcV7rTeR/bxGSLNHT1MC93/oKnuwcPvnLP6KoKsHNnQw9UodrVRGe80rfUh7j8Tjr169n9+7dLFiwgK1bt6aErmPNbr797W+zceNGXn31VQC+853voGkaTz/9NL29vXzqU5/CYrHQ1NTE2rVr8fv9+Hw+zj33XBYvXkwymeR//ud/Rj3fbDbzpS996bg9P11dXTz00EMsWrRoTO8ax7b39wMjJgodHR1UV1dTU1PDbbfdRnFxMY2NjdTU1BCJRFIC44033piSUWbMmEFBQQFTpkzBbDZz9913I0kSV111Fffeey9dXV1YrVZuueWWM95Ad7bLckSRN+JdRAiRmnQdPcaNyFwfNAcCkiSdXVOK4USLgN8BNRju2p4Bvo7hsu0/gMNHXX6eEKLnRGmdTDA+msHBQVpaWpg6depJhZOOjg6effZZzjnnnDPejPVB4P3YGb2XeT+W59GulI5F13X2799PZWVlSvAd0Xa/3Z3f+7Es38scXZ5NTU10d3czb968t7TRxufz0d3dTXNzMy6Xi3nz5rF9+3bcbveojcgfFHRd52c/+xkzZu7FbM5l1sz/4h//+AfV1S38e+t0quo2sa/M2MgXOPATblr1IIX1Li7SPk3Ol2bSsnc3D/3wO6n0lt/wKeZceiVCCAYfOkR4Rw+5X5+T0iyfDfx+P88//zy5ubksWbIEn8/HHXfcwYoVK5g3bx4Ahw4dwuFwpCbNcGKvT7/5zW/Iysri2muvZd++fTz00ENkZ2cza9YsWltbU5rWM+WD0t4ffPBBDhw4gMlk4pZbbkGSJO644w4yMjL42Mc+xuDgIAMDAykN9FgEg0H27t1LVlbWKE3v6fJBKcv3CicTjN/0KCiEaAWOt3+A/xn+d9YZsV09Ffn5+dx0001vRxbGGed9wcm8i8iyzJQpU0YdO9qkZ5z3JyN2jm8Vj8eDx+MZJQS/H1aL3iyyLJOZmUlP93nk5+fzl7/8ZdhGtBWzeyLt8QnA80yLxtgAmOUoUiIbJc2Crmm8cMdvAJh+7oX0t7eyZ92LzLn0SiRJwnNBGeFdvfheaMZ7dfVpmVScDm63m49+9KOp32lpaXzta18btfoy1iTmRBOmoqIi6urq6O3t5aGHHkKWZT71qU9htVpTXm7+lZk/fz4NDQ2sXr06ZU715S9/GVmWkSQJr9d7ytUSp9M5XpbvEz54jjHHGWecccYZ5wwY2bTU399PIBCgpKSEWEzFIido0/P4e3sXHxWrEYBFiiPHbChuM4feeA1fdxeXf+NWzvn0F6mat4iB9lYGu4yNr4rbjHNhPpFdvfTfdwChvbkV2tPhrZgIlpSUEAqF+O1vfwvA1Vdf/ZYDdXyQKC0t5T/+4z9S2ngwTAs+iL7FxxkXjMcZZ5xxxvkXZ0QwHhoawmq1MnfuXJKaGbMSQyDjv+oAL2R/DmQwSwmIuFGcJg5vfh1HupeKWYYnj4rZhuDUsG1zKm3PRWV4Liwlur+f0JbOd+X9TsX06dNZsWIFBQUF3HTTTVRXV7/bWRpnnHeN8bXTccYZZ5xx3vO8maiop8uIYCzLMtnZ2WRkZKBrKlbFcC0VSWhEk5oRIjqhosTdYFVo3r2DqvmLkYY1h57sXLJKyji48VVmX3wFAJIs4VxWSOTAAEOP1RNvCeBYkIfqsaB43huRQBVFYcWKFeM2rOOMw7jGeJxxxhlnnPcwQhf033+A9ls3Eny9A5HU0SPJ1A56oQv0uIbQ9NTvWJMPoZ++2YLNZkMIQTAYJCMjA6/Xi6apWBXDz2okoRFL6CBLiJgJEwq+oW5i4RDlM0fbX09atoquukP0tx3xFyxJEpmfnIK51E14ew+9v9tF123biHcc7192nHHGeXd50xrjYV/FvwUmYQjYT2F4pHAB/wTmAncJIb50FvI5zjjjjDPOBxihCURSI94WRDYrIEuYcu0E1rUS2WP4ix16vJ6hxw13auYSN7ZJGQRea0cPxLFWp+NaVYx/TTOxw0NYqtKwTcrAlO9ETbeiuE/sR3nEnlbX9ZQ/dbPZldIYh2NJYslhwTgBJlS6WuqQFZWSaTNGpVWzaBmv3PsXGrZvIaPwSEho2aKQ9empxDuC+J5tJN7op/eOPWR/fhqmnLfmQ3+cI2jBOLLNlFL7iaiGZFFSGx9HzkvKOxMieSxEQsO3pgVTlp3Qti4sZR6cC/NRXCeuo0oM9LhmtI1x3lbelGA87Mf4EeD3QojLh/0Y3wH8CPgecCswZfjfGfFmlstiTT5khwlT1un7iD3uubogWjtAZF8/1oo0rBO9yNa3bmkS7wyheszI9hN7CfggIIQAwVnbdT3OmSF0gUjoyJa33mmKhIZkGu98RxC6eNfqtR7TiNYOYK3xfiAHxPDOHmJNftAFkb196OGxox3aZ2ZjLnER2dtPrG4IAC0Qx/dsI8gSskMlWjtItPZIkKNYg4/Y4aEjaczJgeHNb54LS1HcFvS4NiqiKpDy1WuxuLEphq/gYFwjrukIGUjImIRCZ/MhCmomYbaNHnec3gy8BUW07NvN3MtGxcFCUmUsxW6yPzud6OFB+v6yl+5fbsc2LZO0i8uRrIrR9qQTe5B4LyB0gR5JojiMcS3eEWTggYO4zy3FPjXzFHcfnxa6QFINSVaPJhFJHUmWTmvcTPSECb7Wjh5JovlixFuORHOUzDIirmOpSiPzk1MIvNqG/4UmTDkOsj4z9V0bl0Nbugm+0pb6HW/0E9rURcaNkzAXuQhu6CCyuxcUGTXdQrRuiDK/QtfmzdimZZF2UTmSaXzB/+3izUp+q4CoEOKvAEIITZKkfwMagf8WQrwmSdKJHfodgyksMfDAQQQQ2d2HbFdxzM3FPjMbU/bJhV2hC3r/sBuAgh8vOekAFtjQjv+FZpDAPj0LJc2KHohjLnYRa/ITesPYGBHeaoRQNRe5ULNsaEMxLBVpqJlWRFzHlOsgvLcPNd2KfVomoS3dROsGMRe7CW3qRM204T63BHOhi55fG9FzvNdWG88LxjGXekh0BlHTrSR6I8g2FXO+Ez2cQDLJCE2kZo4iqdN3z360gSiuVUVYSj1ogTjmAieJzhCK15rqnE6FFoyjR5LHTSBEUgchEIJTDr7xtgChbd045uVhznMgkjrhPX341zQjEjq2iV40Xxw1x459SibJwSjxlgDx9gDJvgjmQheWUg+y00Sy3wgnbKlIw5RlI3poiOihAUw5DsylbvzPNYEsYZ+ZhW1KJgiIHhrEPi2T4BudxOp9ZHx8Eno4QWBdK455uSnNi0gay6ojnW0q/60BZJcZ2aqALpDtJpIDUcPWTz4yGAldEN7WTfTwIC4hEdnXh7Umg0RPGD0QJzkYxZTrwFzgJLyjh9C2bkx5DlyLC1KDtWNeLtaqdISmk+yNoObYQRsWACJJbFMz0YZiRPb3415ZhGRSiHeGGPznIUy5DtIuq0CPJIjs6UfENSzlHsxFLpAkhh6rIzkUJe3SCkzZdnxPNxDa0k3GxyZirRrbpWGyL4LQdNRsOwiI7Okj0R3CuSAfxW0m3hog+HoH4Z09uFeX4FpWgO/FFuKtfjznl2Ip9ZDoCeN7phHXikIspR7EsEBjrUxDMiuEtnaDEKBIDD3RgOq1YJ+VYzw7kiQjLDHkryfeFiDRGcIxLxfnwnxQZdB0hCbQfDEs5Wkke8PoMc3Iz4oiZLcZdNCDcRSPZXToUTF83H16NptCEymNkeaPIzsMDVKswUfkQD/uc0sQMY3A+nZCmzqxVKQhEhqOWTkIXSDbVGL1Q5hyHFgneZHtJhLtQRLdIeItAaIHB4brbjaSWUZSFSylbgKvtqFHkyR7I5hyHbhWFiESOpIioWbZUJxm9LhmlFdUY/CRwyT7IsgOE9aJXuwzslAz7ahpJ35PzR8j1uzHNiVzlHB17OTprdjs6uEE0Xoftone49rYcfkJxIkeHEDxWhl6tA6EQLIomPKchLd3w/BnNJe4iTf7kV1mXCsKkc0KwU1Gn5z2oUpks4JzQX5qEg5GnVa9Vhj+dtpQDMVpwlJptAEtGMf3ZD3R2sFUvw4Q3tGDkm5BCyQwZdmwXHAkcMWIYGy1erDLRrATfzxJfFhjTELGgkprVzNVFyxN3XdoSxdWu4niyRmUTJ3BnpdeIBIMYHOOHcnQWpVOxg0TCWxoJ7K7j8huQysumWUQ4FpVhGt5EbH6IdR0K2rmm/ODLBI6KNJZm9xFagfo/+s+ANI/XIV9Tg5Dj9eT7IkwcP8BYvNz0SNJZIeJrDaJ7l3bkSwKaqYNx6wckgNR9HAi1R/6nmtERDVs07JIdIeINfogKZBsKpZiFyKpk+yPYq1OxzE3l2R/lER3CMVjwTYxg7679qH5YqALUGTsc3JI9keJN/oQcWMciB0eovsX24y25DaT6A7R8YM3sFR40MNJzMUu3KuLT7v/eKvEGoZQ3GbcF5ahplsQmmDwn4fovWM3aoaNZPeR8NvxRuP/QK5OVpqb0OudaL44llI3kkUh0RVCtpuQ7SraYIxEV8hYbcm2o4cSmHLtOJcWoocSaEMx1Gz7WVGgjIVIaIhhBZmkyqOUCpGDA0iqjLUy7YT365GkMTmUJGMM3t5jpJnQidYNYS50GvVZEygeC+YiF3o0iR5JYinzoKQb3y9WP4SaYUNNt6JHk0QPDTL0RD0iKXDMzsa5uOCEeYA3H/nuK0CZEOLfjjm+A7hRCLFbkqRPAHNOx5RiWl6NeObGP415zn1uCa6VRWM26nhrgMEn6km0GjNEa3U6ngvLMOUeWZYSSZ14RxBTroPOH21CxLTj0hnBNiUD16piem7faTSydxFLuQc9kiTRGRr7AkUCzRhgFI8ZEdfJuH4igZdbCR3sw16diaXCYwjxW7rQYxqxBh8ioWMp9yDbVaKHBlOVDECyqVirDAHHPi0LEddQMmzIZhnfc00k+yMkOobzI4OpwEWyN4yInrhMz5jh9zpdHPNzCW3pNoRclwnv1TXE6oYIvNaGpMqoaVbUDCuSTUUbihGrG0J2GPNBPaphynOQaAsaZagJkEAkBSKaTA2+I0hW1Th+dHa9VrSB6Jh5k0wyGR+fROCVtpSW62jUTBt6TEMPxFPvEmv0keyJgMRxzx8LNduOdUI6wdfajbIDnIsLsFan43umERFN4lxWiB5O4H++GQBLZRqmAucRjYUE7vNKCbzSOua3lMwKklkm4/qJ9N+7P6XVc60oJN4SINbgw1KVhqXUg//F5rHLwqoiW2Q0Xzx1THaa0IOJU7/kGFgnZxBvCaAH4khmBcVtNoSkbDueC0sJ7+ol0R7EPisbBIR39QLgvboabTBK/99rcc7PJdEZItbgQ822I2KaMcAClgnpaINRkr2RM86bZFUwF7mINwcQ8ePLU7arY2tGpeH6NBhL9T+yQ0UkxOh0JHCfU4Jjbg4bN77OpIEcJJOCudiF4jLTf8/+1Ds45+eSHK6fkd19JLpCSGYZPaIh21RcK4swZdlI9EYw5dgx5TuRbSqSLKUCVMTqhkj/cBXmUjeRPf1ED/YTbw2kJsAiruGYm4uaZSeypxf7rBzCW7uINQcwZduI1ftSWVfSLKheK1ogTrI/ginPSdZnpiKZZCRFRiQ0UOXRAv1Z2nQnkjrxFj+oMqHNXejhJHowTrwlQHi+nb/tehKAz33uc+Tm5vL3v/+d3Vmv8vc1l3DTinLW1vXSEIjyrZy7mFL3IfY3P8o5X/kSVfMX0X5okMd+YYTkvva/55OMdXPvt77C6pu+wIzzLjplvgKvthHZ3YvsNCPi2iitJwCqTOYnJp9UqACjrEYmVeYiF7EmH/33HkDNtOE5vwTNHye4qQs9EEe2q3ivqUHxWE5pVhDvDBE7PIiaY6f/3gMwoniwqrhWFOJ/rglTvuPI+DCSH0lgrUwn3uQ3xpoxkCyGkkIkdJCM/km2qUQPDyEiw1HXsu0ke8Jj3o8skXXzVBSX2egLXGYjiltCh6SOEBB6vQP/mhYki0Lef8wjVjdE/98PGrfbVfSAIag7ZucQ2tqF58IybBMz0OMaoc1d2KZmop7FjZKdP96EucxDxrVHgqYkukP4X2xG88Wx1nhxLskn2RPBv7aF9A9XsX7bRlasWIHv+SYC61pPWBaSKqUmBGMhWRXcK4twzM0l0Rsh2Rsh2RdGzbQjmSSiBwaINvhQHCa0QBxLiRtrtZdo3SDJwRiKXSU5EDUE36SO5othynOCEKl6K7vNmDJtxFr8qOlWNH88JXupWca4Z8q0IZK6YXe/sxcR047IZ6pk9AcnkdfGfDezDJKEiGlIJhlTvtNQsIzR3xb9dNnZjXwnSdItQIkQ4t+POb4T+JgQYs+pBGNJkm4GbgbIysqa/eTv/kHSCpoFbP2QcEDGIRlHr4S/QMdfKLD3SgyWC4QC6Q0SGYePaCrCXoF9QCJhFYSzBOEMgTko4WmVUGNHGn37XI1IhmGvo0ZAiYMaldBNEMwRIBvnJN04B8b/5qBE3CkQMrjaJSJeMIXBFIFAvsDdJmMdgualOqbIkbwnzYK+GoEaA80MchK8dRJJKyTsoJmM8jeHjPSVuIQSM9JV4iAJ4/37qgWWADi6JWMAjUPSCq4OCV018qwkT965RdIFugqmEJjDxrXBbIFQBK7OUy/LxFwCJQY9U3WcXRLWIYlI+kh5g20ArD6JUJbAHJIwByBpg4RdEEkHoYKkgRoF24CEZhZIuoSQjOuTFggUCEwhcLdJJG0QzBWkN0ikNY/On0CgWUh920iawDZ05P11RRBzG+VtCYxdLpF0gaQZ38XRN1weOcYxR59EIFdHM0NUj6M6zDh6JGIuQdwFSavA0S3haZMZLNUZrBCkNUrYBiX8BYKkTZC/VUYSxz876hEE8gXeOgldgZjHKBOrT0JTBV0zdSQdcnbLJC3gLzTqnb1fQk6AxW+UU8wFOXuNcgllCvpqdKPe9YCEUfd09ci3DmUKIhkC72EJWZeIOQV9E417rD7jmtaFGjE3uFsl3G0SA5VGGRS9oaTKPZoOtkEpVc6yduQdYy6Br0hgDkLEK4h4jW+gWUDIkOgNY7fbUaMQ8YK9H2z9EprZaE9qVCLmEbjbJII5gqTNqK+uTglZk0jYjHc6+pvGXAJLwKhHmplR7f1YhCSO+ybhDIF1CGTN+L4IsASNawbLdCLpAm+dTO8kHVeHhDkoEckQRD3GRMrik3B1SETTBP5CQcyDsRQ+3KfLSeP7ujokgrlG+QHY+iBvh0zcYfQhaswoi5jniEa0f4Lx7W2DRnpyUsLZJaXqq0Agcfz7xpxGekpi7LKIO4w2NxYJq/HMkXozFpoqiDsZ1eaORVcECTuYA6Crxjv2TxCIkXVKYZTTu03udhkG4zygvAbA4sWLMZlMHDx4kI6Kbdy97kMsL1bZO6TTK6t8J/0vzGy8ms2N91J97ccQuofmVwTJ4TlU1hSJrMmw74G/IssyEz/yMaQz9DFs9oO73ej3EjaBkECNgb9AYAobfWfvZGMsNPuN/jKUY4x5WQeMPiGQq2MbkFDjows5YTUqlyk63IZlgb9I0DfxBLKAgOL1cqo+aCZB60KjjyraKCPrElGPoG2+jilstM1QlkBOQjgUwpLhQI6DJQDp9TLhTGPMMAckLH4YrDDezzYAkQwQypHnShqp+mIOGH2EpBntyN43/Kxso08+nTIViiFbjKQ/Uv/svZC/7cg3SloE7XN1Mg7LOLslwl5Bx1xDcJfjoJuMe80BcHZJDJUK5ARk1spow/2uEgNJwEClwDZg5FPSjGuc3RK9NTq+0tOXv4LBoBFcRIA5ONwfaBBNM37LSYi5jLY2Ir/oqtF3pjVJxB0QTTfkqJO12xHCGYKkReDqlJCEMZ4kHIbcpA2bQptDoCtGPgASw4saSmJ0P6wrgsEyo79MrzfGn4RVIIkj1+myQNaP3JM0C4bKBMFcgRo10lZjEHODo4fhdgCa2WgTctIYK+SkIUvZBiVMIeN76wr4C3UiGYZ86eiRmHzLirMe+W4fMMp4SpIkN1AE1J9OAkKIOzDskqmurhbzP7Li+Gt0weAjh2FrN25jRQtvE8ZSQ28EJcOKY24ukgSFy4uINfsZeLAWU2sUz7ETKkXCMTeXeZdVvC32giPLe6VHpS2SOiKuUXqMHdOZaED0uEaBKp8wzyNpxdsCDD58GOfSAg4eOMiURTOIdwQRcQ01w4ZtUkZqyVMkdAYePoR9ehaFEzOMY7ogtLkLS6mbeGeIaO0A2lAMEU2S6Apjneil8MbJAJSeaeGcBUaWZPRwgkRPGHOJGwQk2oOomTZkm4oWShB4uRVLqQfb5OH30gTaUJREdxjJomApcZPoDCHb1VSIViEEgZdaMRU4KazxGuGRB6IUeK1IkjQcinP5mPnSQgkKT2DKEirqIripE+9VE1Az7WiBGAhQ3IaG5uh6IIQg1uDDlGmjZFgzIT40vAR6krqS6A4ZmvEMGyOeRxNdIUJbu3EuLUBxm4keGiTRGiB/2fDy9OsdDD3VQP5HJ1NR7TXMYXb2InSdwnl5Yz4nmN9Jsi+CfUY2qtdKZG8/lgoPskVBCPA/34S5xI19etZJl9ZffvllFr9Jl1BHL8slukMITWDKcyBJEklfzNAUJXVihwZBkTDlO4nVDqKkW7BUpJHsCRN8vQPJoqI4TUQPD+L9aDWK27gv0RNOmTRFDw1iynVQeNTq02nbhp3JO334zLWhQgj8a1qIHhokOOQnZ3UFjrm5DDxYS7I/ivfqamMZNaYReLkV60QvkiwRa/Jjn5FFojuMtSKN5ECURG8Y3R9HSbcQb/Kjh5OGNsgkGytGbguei8sIvNKGiGtYq71YKjygGysi8fYgklkmWjuIKdeObFWJHh5EdphwzMxGMimG5k49eT1+N4mV+en5/U4YlovOOeccJEkikUjQp70BioQrIxsp0Gdo5HQwC5WkSDBj6gqeun0PktC58HOT2PZsE0pEZuXK2XiiAdbddQd2fz/zP3TVm8rbiBmEHojT99e9pLWEkR0m9L4E2a50JLOS2piY1iEbWjxZQ1IlXF3GikPm56YiqTKJziCSVcValY4kS4S2dRvmJ4NR5AYf1VfOOm4ToNAFgZda8IdbcCzMA01gn5lNSZkHgPjMIMneMNZJGVSOYYb3fgpjHJ0xaGhaVYn+u/dT8ppRX9VMG/a+CHNdE4k1+Qhv68Za48U2OQPfhib0QILM7qNXv0bXc9eI6+p9pFYCZZeJaR+ZheI88Wa7YzlbZSk0ncD6dtCMVVbVa8Nc5DJWloRAcZqMzYnDNsyJ7hDJ3gjWiRnHrSyMGsPG2IuhBQ3toiRLFA/LQcm+CFownjLFS/aGQZENk1DZMG1T0wzzqNK3c2/HLSc+9WY1xhKwBfiNEOKe4c13fwD8QoivDV/zCU7TlKK6ulrU1taOeU4kNAYfrUO2Ger76MEB1EwblnIPaVdUHtfZjhR0eHcf1qo0THnOt82e5r3K2e6MYs1+TFm2D/wGwhPxfurcT5d3a0PZB7Es302OLc+309fvBxUhBF3/u5k/xZ/H5rDxtS//G0NP1LNbbeYN6738fvP1rKzKYntzP0N2mf+w/pUlzTfwWv/9VC/9T2rf6OIj355DVpGL1x+rZ8cLLXz6tqWYbSr/+MF3CPT18slf/QFZfmvjkBaIEznQj31GNsEN7YZplCzhWl6ItcbLwD9qQYD3mmrMRS7Ddt6inHITuRZK0Pm/m3HOyyXtsgqEJghuaCdWP0S0bgg0gW1qJt5rqpGUM9vw9X5t78lBQ9ZQ0ixYq710/ugN9FASJFCz7Mb+GM2wg3avKCK8uxfZquBaXoQe0xCRJOYyd2oPiaHMCyNiGo55eZgKnWe8mfb9WpbvVSRJOrsaYyGEkCTpQ8DvJEm6FcMxyjPAd4Yf2AS4AbMkSVcA5wkh9r+ZZ0kmBe9Vhi5M6OKUG2wkWcKU48Bz7rj7m7OFpcR96ovGeV8x7j3kg8m4UHzmSJKEkmHjJu1iamt8BNa3E97eA5lh1GoNoUiE4xqJpI6sSKCr2FBwpmfQVe+jeHIGWUXGWn7RRC/bn2um/fAQZdMymXHeRTz5y5+w5YlHmH/FR99SPhWXGefwio57ZTHWCV5jE+Pwpry8b8wddf3p2sQqDhPWqjQitQM4Bwvov+8AifagEc56fh7mUje2qZn/UnVLTbcam4KHsU3LIvR6J+lXVuGYm4seThBvD6JmGRthXcsLx0zHlGU/4Wbocd67vGl/ZEKIVuDSE5wrfbPpngxJlt6xXaPjjDPOOOP8a6C4TOgdcRRdJrixAwDToI6qJ0GRiCSSJJMCWdGxyU6SehxHWjrdrRHKZ2Sl0skr96CaZFoPDFA2LZOq+YspnzWXzY89RM2iZXiyc85ans0FzrOWlqXUQ/TAAF23bQNdx31+Ca4VRf9SwvDJSLu4HMesHMMrECDbTeMC7weYcUd444wzzjjj/EujOM1owTjObgkRSeJcnI9ZV1E0fVgw1tCSOoqsYxJW4loE2eRE1wWZRUd2fikmmfyqNNoODACGNnrhR65DTyZ5+H//mzdjuvhOYJ+RZQTBMMlkfW467pXF40LxUUiqnBKKx/ngMy4YjzPOOOOM8y+N7DAhohr2PuNvx9xczKgoSYGQJcLRJLoOiqpj0i1E4yG04S34+VVpo9IqnOhlsCtMcNBwk5dbUcWKGz/DYEcbT9z2I/y9Pej6WXRxeRZQPBby/2sB+f81H0vxuOncOP/afCAE41g4TDIeP/WF44wzzjjjvK/Qkkm2Pf04LXt309vSdFr3nKlmVrYbVoW2AQlTgRMl3YoZFVNSA0XCHzI8DqiqhilpJqFHCQcU0nPt2I8JNV000QtA64EjUfgq5y4AoG7LG/zpS5/i3m9+hcObN55RHt9uRnxJjzPOvzpvPebx2UCIt7Sb+vZPXkVOeSU3/O+vzm6+xhlnnHHGeVfZu+5FXr7nSACoaasvwJOTi9XponDiFB796fdIxGJc9KWvUTR5Gt0NdTxx24/Jm1DDJbd887TGFdlmDIVqzIgYJlsUrFYrsmZEcQyGDcHYpCZQkxbieoyQz0rl3OO1qxkFDmxuM60HBpi4yNgs50hL58r/+D5bn3qUlj076Wtt5onbfsyqT32OmedfcjaKaZxhepoaUEwmMgqK3u2snJS2A3tJy8nD6c14t7MyzjG8JcFYkiQN2DOczgHgRgxfxg8edVk58F0hxK9OlE5ksJ+//tvnqF60DG9+AXVb3iDsG+Kq7/4YST75DHZEM9DdUPdWXuWsIHSdRCyKrJpQTYZrs6HuLuweD2bricN5nmpSkIjH6Dx0EF9vN1NXnnfW8/1W0TWNp371U6rmLaRm8XKi4dAJw6B+EBG6Tm9LE1klZeN2eUehJRPIsnLKNjzOvzaxcBghdCIBP56sHIa6O0nLzcPf24sjPZ2tTz4y6vrda58bM52HfvifuLOyiQYDxCMRAq/3cvvObUxatorQ0ACB/j666g6x7PpPsu+VtVTMnsfEJSvILC5Fsh0ZClWvFQCL3ZYSjEewmOKoCRMJPUo87iBjjA1wkiRRVJNO64GBUW4Ry2bMpmzGbMJ+H288/AA7nnuSl+78A5seeZALPv9VSmfMfstl+U6RiEbpOHyQ4inT3xN9XtjvY8dzT2J1uFKTKNVioXjyNK74xq2j+qD3gkvD7sZ6HvzetwHwZOdQMWcBk5auJKe8kkQ8Rn9LM9ueeZzW/XvIKCiietEyQn0DHN60kfLZ81DU94ZO84PKWy3diBBiBoAkSfcDnxNC/AIYOaYA7cCjJ0tEaBqDne288fDfRx1/49EHWfjha0+agWgoeOTvYBCr88Q7dbVkAn9fL52Ha5m4ZMVwPG4dSZYJ+4Zo3rOTWCiEze3h4IaXOefTX0TXNB76n//C7nZz7s1fJqOgiEQ0yj9+8B8UTJzC5GWrMFlteLKyefD736b94H6KJk3l8m/citlq5S9f+TQAl3/jVirnzE/lRdc0ZEVh14vPsO3pxzn3M1/E6c0gPc+I4R0c6Kdp9w4G2lvZ98pawr4hAJp2bGOgo42Lvvx1Og4dJKukjPwJNce965tFSyZP2ugOvfEatW9s4PzPfSUl7Pc2N3J480YOb95IJBhk3V1/5JO//APpeQX0tTaz7q47qFm0jJ0vPE3hpClYbHamrDwXSZJxZ2UDRyY4kiSRiBshcbub6smrnICimtCSSWRFSXVobQf20lV3iDmXXglA3dZNZJeW487MGiPXp0YIQeOOrWSXVeBM9xIJ+Nn8+D9xpmeAw0Pbgb0kYzFKps9CkiSeuO3HmO12zv/cLWx96lFevf+v1Cxezjmf/gI7X3iG4EA/5bPmUvY+GuwA+lqa6G9vpXrh0jHPCyHY/NhDVM1fjDf/+HjzQghioRD7XlnLy/f8ibIZsznnM1/EbLPTsG0zoZ5uACIBP/teWUv1oqW4vJkAtOzdRWZxKXa3xwjpquvIZxgx7HQJDQ3iSDN2lft6unFlZKaepSUTKOrxPruTiQSqycT6v99NQc0kIn4/OWUVZBaXomsanYdr8RYUEo8YIdDqtrzBzAsvSfmvFbpO24G9mG12Nj32D3LKq5i0dCX9bS2UTJ2RGry1ZIKO2gMUTpqKrmnsX/8SRZOmYXO5sNjfvBvKkb7ubKAlE0iy/JZ888ajEV6843YObnjllNfO/9BVFNZMJreqmt6mBqLBIC/dfQfB/j4u/8atONO91G99g5a9uxFCcNnX/pO2A3vZ9Mg/2Pn8U6PSevX+vwLQ39bClicf4Ypv3EpBZnXqvDIsGKsOE5JuRpGP2ANb1BiyZiKuh5FkC5mFY483xZMzOLS5m97WANnHuLu0uz2s+uRnmXPpldz51ZsJDQ3y2M9/yEe/+7+07d+Dt6CQ0mmz8Pf3vie1nrqm8chPv0fb/r1c+MV/Z+LSlWx65EF6W5uZf8VHyS4tH3VtT1MDmcUlRINBOmoPsPbO3+NIS2fBldcQ9g2x7p4/UTRxCjWLl/PGIw+SVVyKI91L3oQa/D3dTFq2CgBHevqY9a1xx1Ye+cn3jjuejMVo2L6FX1x7GRmFxSy97kZkReXJX/wvGUXFePMLmXHexeRVVR9379tN/dZNqb99Pd1sf+Zxdjz7JLMuuoymXdvpb2tJnQ8NDtCydxcAB4GMwmKu/eHPCQ4OkJ6Xf6R/EYKwb4jBjnbyayYiIaFpWkpJ927TsncXfa3NzLzgUvpbmzFZbVidLix2O511tWQUFGG22U8rrTPty4QQ7HtlLV11h5h5waVkFJ68Xb2pAB+pmyUpKIRwDv/9OWCaEOILR50/D/hvIcTik6VT5E0TXz13yRjpy9zwk1+NamgjJKJRhNDpaWpIzbwALvv371A1f9Fx1+uaxr3fvoW+YRu1vAk1lEyZzu61z7P6ps9Tv3UT+199adQ9WcWlVC9axmsP3JM6lldZjTs7h9qNr57slcgqLmXJtTfy6E+/nzp27Q9/Tsve3Wx48F5Ui4X0vAJ6mxpG3efOysHf233StI8lPa+AFTd+mrIZc9jx3FPs2vAqmZmZTFt9PiVTZ4wuB10b1ZDaDuzlpTv/QFpuPq6MTPasfZ6p55zPkqs/RufhQ+xa8wzFU2bQ01RP/oSJbH/6MXpbmsibUENWcSl5ldU8/4dfn1F+j827lkym3tmRlk5oaHDUNY50L6FBY5d3buUEKmbNY8M/7gPgmh/8HEmCv9/6DQA+98d7CQ70s++VtYSGBskuq2DqqvNQzWae//2v8fV0M/OCSzi48VWc6Rks+uh1mG12mvfs4Mlf/C9ZpeVc/6Pb+Put30itQqSVT2Co4RAA8z90NRkFhTxz+20ALLv+k2x+7KFRE7Sjya+eRFp2Do50L7FwiOzScgpqJrPxofuJ+P0sve5Gsssqefa3vwCgZvEydjz7JGHfEAs+fA3VC5awf/06Av19yIpC2cw5KKrK3pfX0H5gHzMvvBRHWjqJaJSQb5CWPbsY6Ghj1oWXMXn5asK+If754++SnpNHMhHH7klHCJ3qhUt55H//23i/3DyWXPNxTBYrT/36ZySiEUqnz8KTnUPr/r3YPR6mnXMh7Qf2MtDeRuv+PamycKSn09vcyMTFyzHbHdz37bHDCaXnFzLY0QbApKUraTu4D39vDwDTz72ImsXLePB730aSZeZd/hFi4XBKoKmYs4CFH74GLZmgp6mR4EA/08+9EF93F+7sbOzuNBSTaZQWqHX/Hgba25h+7oUAJGJRwj4fnuwc6rdt5rGf/YAFV15NJBBg14vPUDl3AZnFZWx5/CG0ZJKSaTPJLi1HVhQ6Dh0kGvAz0NlO0aSpNO3aPurdCmom4y0oZM/a540DkoTV7iAaCuJM96KYTHiyc1EtFhq2bR6zfADKZ82lZvFyBjvbef2ffz/uvKKqVMyez4IPX2NoOVNRGVeQTCRIxmNYHU4GOtrY/+o6Flx5NarZsH+NR8I8+cufEBzo55Kvfht/bzetB/aSU1ZJxZz5IAQv3PH/qFm0jPJZhj/cZDzOS3f9keBAP+d8+ovIssyO55/C6nSx68VnELrgim/eSmZRCULXiYVD+Ht7yC4tp6epgf3r11G9cAnRUJCN//gb3Q2HsXvSsDpdSJJEyDdENOBPvXteVQ0bHrwXMGxy86pqaNq1ncnLVzNh4RJM5tGuOqOhIP2tLRTUTDphmQ51ddLX1kLZjFkoqokDG17hmd/8HIBZF15Gw/YtJOMxPvH939H7yx0A5Pz7bEzZdvr+upentB/xA+2T6I2GKUXNwla+vlsQaG6jTZrOp35+OY60412IRgJx7vzma8y7pIy5F5edMH++ni4CfX08/ZufERzu445m+Q2fYtZFl5/xBDE0NIjdk4bQdXy93fh7e1AUFW9hEXa3h91rn2OgvZUVH//Maafp7+1hsLOD3Wuf49AbRvhsZ7qX2RdfwSv33Tnq2gkLljD30it5/v676du/C1lR0LW3vuEws7iUmkXLOLjhFbz5hTgzMtn1wtNoySRObwaKycTk5auZe+mHCQ0NsO7uP9Pb3ICWTKbGkBFkRUHXdXLLKxnq6ebCL/4b5TPnnuDJZ5dHfvI9/L09XPXdH6OYzAhd5+nf/IymXdsxWW0svuoGHGlp5E+YyMaH7sdst9MfjlFTU8MLf/xNKh3VbEFRVSRJwmx3jJIdRsbNvKpqymbOwWy10bJ3F1NWnUflnAWp/rKr7hCZxaWoZjP97a1Eg0HMNhuZRSUc3PgqWjzOxKUriUcj2JyuY6Ld6fS3tyJ0HYvDQXBggObdO+hpqie7rIK+5iYyiopp3r2TjkMHhstdRdeSY5aLKyMLu8dDf3srM8+/BFlRyC4tZ6C9jT3rXqB4ygz621voPHQQgJJpM5l+7oVsfeoxskrKWHrtjVjsdtoO7sNkttC0ewd6MknHoQOpfltWVNJy8/jUL/9wwgAfZ0UwliRJBR4GnhNC/P6o83cC24UQt49x783AzQA5mRmz77vvPvoP7qXvwG5sGVkUzF/GgX/ei9nlJmf6HJy5+YR6ukivqCY60MeBR+5HJI8Uri0zm0hfD868QoqXnYNqtaHFokR9Qww1Hibc00VkoA+T3UEiHBrzfRSrDVlRSJxAyDlhOcgKYniXccnK8+nds5Nw35kJt7LZjH7UBkLVaqNgwTL8rU3omkbFBZfTvXMLPbu3kVYxgb59u1PPTOXfbEGLx0Ydm3DZVZjsDlS7g6aXnsXXVI93wiScuQW0v/Hqcde/XaSVVZE3ewEdWzfiazKihmdNmUmkvxchdISmER5jQmBN92JyuAi0NZ/Wc9xFpfhbm84ob5KiIHQdhtuCLSOLSH8v2dNm07N7GwDplTXoySS+piMmOyaHM1VXChcup//QfiL9vYBRD9o3vUbyRHXNYkVWVRKhILKqoifH7ijeCvbMnDOuh7aMLFSLlUCHEVNdVk3oycQp7hobiycNWTUR6e9FtTsoXrKK9q1vEBswysiZX0hwWFge4WTt81SYXW5kk5m82QtofNEQql0FxQQ721NtxZ6dS7in64zSVW32Ye2ERCIUSB3PmjwDxWqlZ9e2VBll1EwhOtBPqKfTuE9RSASP3GNyujDZ7KhW26h6ana5iQ8LiSdFlkHXAbB40tGSCUQiYQgdQseRk0+w80iZZk2ZQaSvl2BX+wmTlGTZqP/DOHLyMLs8DNYdPOpYPpH+nrdcT2WTCT1xpD458wspW30x5mHTq6GmemzeDCzutLf0nJPRtXMLsqqSPWUmQ4111D/3GFUXXsmsg1UA1J+rIRTI3i2x2XInP1auIV5nlM/MZYf48mY3vc376TUtY/I17hMGy2l8SScRhKpLpFMG1An1dlH/7GNkTZ6Br7mBUHfHqPOugmLKz7vUGNfiMYSuo1qPhLTv3rUVR3YuFreHQ4//g5h/CEuaFy0eO64PMrs9xP0+ACZd/Qlswys2J6Np3fP0H9yT+p05aTqZNVM4+Mj9gNGu8ucspO6Z4xeHbRlZ2DONlUHVaiOjZgpC02jftB5JlilddSH9h/bTf2APpasvMsaCvm6GmuoJ93SRjEZw5OYjq6bUOGBNz0CLx0mEAtgys5lw2VWoFusJ868nk7SsX0Oop4uixStxFRSTjEbY/+BdaLEostmC0DRKVpxHuLebtLIqHFk5RAb7qXvmUQoXLsNbNfGU5aQnE8iqCSEEwc42LC4PZpebZDQCkoRqsaInEuy6+3d4qyZRsvzc1L2JSJiubW+QPXUWFk/acWkHg0GcTieNa55moO4gCIFqs5OMhEddlz19NolgAD2ZJDo0SMw3eFxasmrC5HBgsjtT/YVqd4yqK0fLNSMc/TxJVVFUk/Fup4EjJx9rWjr9tfuOS+tscux7HE3lxR+mc8tGQj2dfP0fT79tgvGIjTHAeuBrQoj48Dkz0AFMFkKcdHQ+UUjo1x64h02P/mPUsQ99679HaWFH+PT/+zO1r7/G+r/dddI8f/KXf8Dm9rBn7fNsf/YJLvj8V+luqGPvuhe5+JZvkltRRcveXXTVH2bLk4+kNBqfuf1OhBAkohH2rHuRrOJSKucupOPwAcpnzuW2q40NFDf95s+4s7L4+399na76wwB84c9/IxGLGctNLY1Uzl1I+8F9NGzfQumM2Vzw+a/iSEunv62F1x9+gLIZsymcOOWkzuB1TUOSJLoaDjPQ3sZzv/vlSd/b7klLmWMcS+XcBdRteQMAi8OBOzOb3ubG0RdJEmk5uQx1dTJ5+TnkVVWTW1HF1qceJRmPUzVvIdWLlvLiHbcz66LLEUJQt+UNskvKyKmoxD3cMQJ01R8mODgwyrRkhGQ8zmBXB931hymomZQyLUnG4/S1NpNMxHnj4Qdo3r2DGedfktIqlkybiTe/kB3PPQkYKwIXfP6r7F7zLNuefvy45+RWTqBi9nx2rXmWYH8fALMuupy2A3vpaaynYs58LrnlW/z6Y1eiWG189e6HEEJwePNGfN1dFE6aQn9bK8///ldklZTxsZ/+BkmS6Dh0AG9BEVaHk/62FsK+IfKqaoiGgjTv3sH6v92F2WbjI//5P0iKzJ+/dBO6plEybSbFU6az/m93MefSKymcOIXHfvaDVH4/euuPiAYN7WbL3t3kVlSx9LpPsvWpR5BkmYZtm1HNFpZ/7CYyC4v5xw++g9luo2reYhxpaWx69B8svvpjzLnkQ2x7+jFee+AequYvYvkNn6Kr/jC1G9eTUVjE7Es+hNXhJBIM0LhjKxPmL6anqZ6X/noHaTm5zLzwMkKD/bz2wL1UL1qG0DXScvJSqwYrP/FZZpx3EZIkpZa6Brs6sLncWB1O1r30Evk2M4Mdbcz70EeRkNj78hr2r3+JSUtXMXXVeXQermXdPX/inJu+QGZRCTtfeJqtTz2KrmlkFZcyddV5bHv6cXoa6/EWFJGWk8uhTRtwejOQFRV/bzeKyUR2WUVKs3AsWaXlWOx2Zl1wGe6sbDY+dD95VTVMO+cC1t11Bx2HDjDzgkspmzGb9LwCZEVBCMEvrjFiGn36//0l1T67G+po3LGVSctXpep5PBpJmRqFfUP0tTZz6I0NLLjy6tRmm32vrOW53/0Sq8PJF+98gEQsyuP/9yP621q46EtfI6OohEBfLyarDUVV8WTnEBwcYPPjD7HnpRdIxmKYHE4qZ801bD4PHSDsG8JssxGPRlMTPSQp9bc3v5CBYyYjismElkjgSEsnFgqRTByZoOeUVzJp6UrW3f0nzDY7V333x7z24L2oJhPLb7iJR37yPQY7xxa6V3z807izshlob8Nid+DweqmcPZ/22v3kVlYTGuwfXkp996KUJhMJ/vDZG0jPzWe5bphlFf7EMCMaerKex1t/wk9tlxGuNeryklW7+MxrhbQ2byaWeQU33XbOCdNu2NHLs3/cwwU3T6FiVvYJrxthRBMndJ1DmzYQDQboPFyLJCsceG0daTl5zLn0Sl659y+YbTY+9as/0nHoIDtfeIZDr68/Lr3s0gp0XaNq3kK8+YXEwiEGuzqp27yRZCKR0qB68wtZfdMXKJ4ybcx8tR3cx4P//S2mrb6AyrkLiIaCTFiwGEU1se3px4gEAsy/4qOYrIZg2t/WStOu7djdbvbv38+lN37qpHtsTkYk4OfQG69RvWgZVoeTw1tep+twLQs/ch2KqtJZd4is4tLUs99M+sl4HCEED//4uwy0t6bO2VxuTFYb/t5unBmZfPIXv8dktrD35TV48wspqJlE0+4d7FnzHBMWLqF5z84jq0ZHkVs5gZ7GBsw2G1klZbTu2w3A1d//KYU1k087r0eHhNZ1DUmSU6aHe9e9SNOu7Sy/4abjTNzikTC/+/R12DxpfOL/fsfrD/+dbU+NnsAcrcWtmLOAwomTadi2GXd2Di5vBgc2vIInKxtd1wkO9DPU1QkYK+iurGysDgeRgJ+ymXNwZ2STVVpGLBQkODjAliceJhLwc+0Pfo6sKLx01x/pPFzLdT/8PyIBP+vu/hOSLHPOp79A/bbNPPObnzN19fl0Hq4lPTef6kVLsdjsJBMJ/H09TFq6imgoSMTvo6vhMFsef5gVH7+J5//wa+KRCI60dNyZ2XTWGTLl8hs+lVrR+NqDTxELh2ncsYWJS1a8vRrjE5y7HPiiEOKUu8VOJBiHhgZ58U+3091YnxJeRiicOIWPfvdH/PLaywG45d5HUEwmHvjuN1Mq+2OZsvI8zvvsl0/b8F4IweP/9z+Uz5rLtNUXnPTa2tdfY++6F7jyP76fSv9v//k1Outq+dqDT5303rPBwY2vsubPv2XVJz/Hs7ffxoIrr8bqdI/azQ1QNnMO3vyClLB4xTe/S8XseTTt2s7DP/4uVpebm2+/k3V330FfSzOSLNNx6ADls+Zy8Ve+wZYnH2HupVeeti3Q24EQgp6mBrJLy/H3diNJMq7MLNoP7uPB730buyeNm393F4qqkkwkePSn36dlz04ALvvad0jPK8BbUDjKpGSouxN3ZjayohALhbA4HEiSRHBwgI0bNnDeJccHedSSSQ5ueIWqeQtPuzwS0SiSLKeWuEfcT2UUFBGPRtj8+D+Zd/lHsNgdrL3zD+SWV1I+ex52tyeVhq5pSLI8qh4faxt+rA2Wv68XZ7o3JeC17N1F/oQaTCfRspwJzXt2kl1ajs11ch+oR3fuZxMtmQAk4pEwmx57iOqFS8irrEboOu0H95NbOQFJlvH3duPJyX3TtrH+vh4C/f0UVJ9ae3QqoqEgf/23zzH/io8y66LLz+jeeCSMpmm8vmkzq1avNtILBokE/aTn5hs22kLH39uLKyODzY/9k+3PPM7Nv78Lk8XKQEc7NpcLm8tNNBREluVUHe4ZNu9Ky8kFwGyz07RrO6rZTOHEKaPykUwk0IbNODrrDhEN+JEVhZoly9+S/fE7yXO/+yX7XlnL8vNvJJadxeJLVgDgX9PMYwd+xm2e1fj2G+YS5537Bh9fN4XDzWuwVn2aa797/OR+BF0X3Hfr67gzrVzxb7PeUh5b9u7m6d/87ITKDTDMDPpam5l72YdZeu2Npxzn1t75e3Y+/zRgfOOP/tf/kFs5IXX+8OaNPHv7L0jEolgcDj77u7vPWAB9u9r720EykWD3mufw93bRuHM7yXiM0OAAVfMXc3DDKzi9GVjsjpT9r2q2kDxmxdWVkUVgeNXQ4nBQUD2Jhu1b8BYUEQn4kWWZnPJKquYvZsqKE0+qxuKtlGVgoA8JCac3I7WfJqOwmGQ8RkZhMUII+lqaMNtseLJzT5me0HV0XRtzL8aY15/Bhsf+tha8+YXGStYZ3BePRmjdt4fyWXORJInBrg5MZgtObwb7168jLSeX/AlH+m1Jkt4VwfgB4HkhxF9Plc6JBOMRdF1jsLODbU89yp6XXgDgU7/6I+l5BbTXHqBp1zYWX3UDYGxa8/V048nOwenNIBLwE49ESCbi7/hGhkQ8RiIaHSXUvBO88NQTnHvxpUiSRF9LE8GhQWxOF/7eHqrmLyIaDPLbm66hfNZcPvQtw840Ggry25uu5aIvfY2JS1YceYdYlA0P3svcyz6S2qz0XqZp13YyiopTG7rAaJQbH7qf9Nz81EaOM+H91Lm/1xkvy9G81R3yZ1KeR+8vGOcIYd8Qv7/5BoqnTCdr6bmsWLGCvtZmOBjjub1/4NfZC+jdY2i1rzhvLVevWcKetqfJnf0lLrtl5knT3vZcE2881sD1319AWs5bUyYk43EGO9uxuT1sevRBosEgeZUTqNu6CdVs5spvf4+w34fN5T595Y+uM9DRzt1f/yLTz7uQ1Z/6vFEmfh8Pfu/bKQ3qJV/9NtULj98HdCrez+1dCIGWSKCazTz5y5+k7Kq9BUWpcimaNJWJy1bS39pC8ZTplM6YRW9TI6rZQlpuLrKiGvJIVjZI0jvW1sc5NScTjN8Wnx+SJNmBc4HPno30ZFkho6CIcz7zRSavOJdAf29qib2geuIo7Y3TmzHKL6DN5T6lFuvtwmS2HLdh5J3A7DzSMWYWl5JZXAoYy6IAVqeTG37ya9Jy8lL3WB1OvvbAk8elZbJYz2iDxrtN6fTjNTOSJKUmTuOM817inXQbNS4Uj43dk0bFnAX4hm3Po8Eg93zjy5S4JiHXmDEpR2yi7SKMIhTCWgLbMYE9xqJ6fh5vPNbAgY2dLPxQxVvKp2o2k1VibOQbEWABZl542ZH8naESRpJlMgqLKJg4ia76wwghePo3P6d246tIkszcyz9C1byF5FW+854b3m0kSUqt7J3zmS9SMXseNYuXIysKoaFBrE4nsqIe14ZHxtkRRlZexnn/8JYE4xNpi4UQYeCse62WZWVYCH7ry5j/6uSUvbVOepxxxhnng4Ld46Hz8EHDHeET/0QInWgihKp5sVsiQJpxnR5CkxMIVOyuUwvGznQLVXOy2bmmhcKJ6RTVeM963s/G5Cq3YgJbn3wkZUMPcOV3vk/ptJNrxP9VsDldo1Yb3w+rp+O8ecY9748zzjjjjPMvjcOTRsTvp2fXVrY8/k/S8wuJaxFkzYLLdmSHu12PoIkYYMF2GoIxwLJrq0nLsfP8HXuJhd+ch5e3m4rZ81J/ewuK+Mrd/xwXisf5l2VcMB5nnHHGGec9TVvtILVvdNLdONqlnRCC3tYA0dBbEzgtDidC6AwcPkh6XgHXfO8nxPQIimbFZoqiZVqIT/diE1HiyQhIFiz201twtTpMrL5xIrFwkgMbO99SPt8uCidO4caf384V37zV8L7wJr08jDPOB4HxuILjjDPOOOO8q+i6oLclQHaJ6zjTgI7Dgzw+HHwDoHRaJmnZtmF3lT46631kl7i48puzkSUJXRMopjPT+Vgcxua6cF83FavPx+b2IFSBqlmwSgESs43NvPZIhHg8hCRZMNtOf/jMLnGTV+nh9cfqiQQTzD6/5Izufyc4ej/KOG8//e1BPNk2VNO47f97jTfdMiVJygDWDv/MBTSgF6gGGoERZ5jlwHeFEL9689l85+hvD2L3mLE5T2+ZbJxxxhlnnDdPT7Ofl++vpbclwMIrK0hENZJxjbyKNLoafex4oQVnugVvnoNkQmegI0jT7iPuOzMKHPQ0B/jjl1/BZJbRNMF5n5pM2YzM07a/tdqPbJfxZOciSRImjx1Fs2DhiF9nq2YIxkhWzNbRw+fQw48gmVQ8l13GWJzziUk8dfsutj/XTN3WbmaeV8Lkpfnv6AbMDzqBgSjONAuSLNG4qxdFlSmePPZ2J39fBItdxWJ/50MmD3SGeOCHRhRMq8OE1Wli0YcrKZt2xJtS3bYeXn3wELqmM/eiMoT05j2IjXNmvGnBWAjRD8wAkCTpe0BQCPF/R18jSZICtAPHh8N5F4iFExzY2IkQMGN1EZIs4e+LULupC5vLTE+zn4Ovd5GWbePSr8zA5X3vLCdpCR1ZfWvuXsYZ551ixA3k0fVV1wW6Jkb9lk8REey9iJbUkRWJWDiJ2aaO+Q7JuIa/P4o3b3TwikRMw2QxNETv1/c/W0SDCXa82MLOF1uwukxkFbt4/ZH61PmdawyXWLnlHlbfOHGUu7NIIE4snMTqNGGxqdRt66Flfz9hf4KWff08+8c92D1mMgucZJe6mb66CFmR2PxEI2m5dqYsM7watR4YwOYypzTGgOFaC8OjkayZMHPEV61JS6In40iSFbP1iKYv0dFB53/+JwDmsjJsU6ce977uTBsf/c5cDm/pZtMTDbzyt1oObe7i/E9PweYyISvvH8vG3tYAu9a0Mu+yMtwZZxa8IzAQxZluGXMsi0WShH0x3Jk2EjGNtoODlM3IRFFkhC6IR5NjCrKDXSGe/cMeBruMSGoZhU7624yopIs/UsmMc4oZ6g5zeGs3OWVuIv446+6rxZ1p5Zpb573jZd9x6Eg0umgoQTSU4IW/7GPSojx6mv1EAgn8fRHMNpVYOMlrDx3GZIdk8z7Ssu3MvqDkPVNfhC4IDESxuc2YzB8M7ffbvZazGqgXQpw0nm8iBH/40suYbQp5FWlMWV5A0cTT370biyRRVfmky2dCCJ7+7W46641QmFuebsRiUwkOjnbQnVlkNKh7vrORokleMgudZJe42b+hg6IaL1nFThSTQm9LgMBAlLJpGWSXuultDiAE9LUFEDpMXJx3nEbhdNA0ndBQDKvDRMPOXpJxneBglD3r2lDMCp5MKzllHpZ81AhfKnRxynCjR5eB0EWqQcXCCbY+20xPkx93lo3cMjeRQJzAYIxl10xAOUHDG/G9emBjJ531Q1TPy8XuMRMcjCF0QdEk73Gd3qEtXeiaIKfUbSx1qjLOdAuxSBKHx3BpF48kUS2KEaVLkpBliUggzt5X2ymsTievMi0lcAldMNgVZseLLZTPyKJ8Rha9LQHsbjOONEsqnwhOWD6RYJxoMEF6rjEohnwxTBYFs1WlYWcvL/5lH1klLmxlgsGuEB2Hh+htDVIxKwuLTSUR1ehtDZCIaRRWp9O8t59DW7opmZzBwisrMFtVIsE4fa1BrA5j4B8hETNCbY4ISaGhGJFgnMxCF1pSp2FnL5mFTtJzHcQiSfpaA+RXpb2piZEQgkgggRACq9OU+q5hf5yeZj8lkzOQZIne1gBP/b9dTF9dxKzzSzj4eifthwaZtrKIrGIXQgi6GvxIMmQXu8bsmGs3dbFvfTuddT6QILfMg6xI5FV6OLixk0hYYOo/RCyUpHFXL5Vzcpi0JJ/MIic7X2yhaKIXs1VFMcmoJhlJlggNxfDmO97xSaHQBUjG/017+mk/NEh2iZuNj9ShJXXiEQ2hC6rm5jBleQGvPnCI7GIXrgwrLfv66Wrw4/RamLQ4n9xyD10NPrY83YTFrpKMa2hJwWVfmU5+VRpNu/tJJjQq5+SkhOX22kEa9/SRke/A1xshOBhj3iVluDPfXBSxN0M8kkQ1y6lvfXR/k4xrIIGiyqf1bTrqhrDYVNxZNtoODPDqg4cIDsSw2FU+/I3ZWJ0m6rb1YLGrZOQ76Tg8ROvBAZZdM+G4FTybyzxq81vV3Byq5hqRCIe6wzTu7qNpdx8hf5ytzzZxYGMnsiIR6I8CcGBDB4NdYRIxDUeahQtuPhKZzn20YOyXMekJUEASOkJX0fUkSO6UKUSiq4uma65N3d/3299R9Iffj1kGJrPCpMX5TFyUx44XWnj90Xru+vYGiiamc+mXZ9BWO0hOmftNjR1vN/Fo0vgmBwbY92oHWlIn5Itx2S0z6Dg0xMt/q2X2hSXULMgbdV80lGCgI4TdbebQ5i62PN2E2aay6MoKfD0R9r7ajtVpIhJMoCV0o90dRXqunYpZ2bQdHKCnOcDFX5hG8eQMBjpCRENxJFlm3X0HGewKI8sSeVVpdDX4UM0y2SVuNvyzjg3/rBvznQa7wuxc04on20Z6jgNv/jsThbGjzofNZWLCvFwyCpwU1qTzwp/3sntdG3aPmYKqNPInpLHg8grMNoWtzzSx+5VmDm3qTuXbnWElo9CZGvsiwQQlUzJIRJNIsnTW61A8YtjI97UaIe7bageJRzXi0SQIcGdaWXLVBFSzjDPNMDUyWZSUMmDL003Y3WZmnFP0lvryWDiBalHoaQoghKDj0BCRYJyMfCdlMzKxOc0pGcXXGyGZ0NASOpufbCQeTVI9P5fqBSd3ofeWAnykEjmxxvhOYLsQ4vaT3V+cVS2+9eHjO5ILPzuV8plZJ322ltC5/3tvoCV1Vt5QQ8GE9JSwMYK/L0LYH+fhn21j3qVluDKsHNrczWBnCE0TVM7ORlFlKmdlk1XspKc5QO2mLtoODjLUffJY3pIEqllJCTojWOwq01YV0d3go7ctSMQfZ9KSfFZcX40QhslG/fYeBjvD9LUFKKhOp6vel5rxHousSujJI9/Km+9ANcn0d4RYdGUFNQsNQbyrwcfLj2/Dbc0ko8DJ7AtKGOwO03ZwkIOvdzLQESKjwMmU5QUcfP34zSwjZBW7cGdaGewKM3FRHpFgApfXSneDj8Nbe6hZmMu+9R0nLBd3ppWC6nQigQQmi8LhLSeOCi7LEiarQiycRDHJaAkdALNNJRnT0IcHY2++g0B/FEmCWDg5Kg2X10pgIIokS0xZms+E+blsfrKBnpYAqz8+kdJpmeia4NDmLlSzwmBXmC1PGWGvp68uIqPAyUv3HECSJeZcWMLudW3HPeNMcWfZ8PcaceQlWSI9105WkYvBrhA9zQGQoHx6FjULc3n+T/vQkjorrq9m97o2BjpC2FwmbvzJYh79v+10N/pJz7VTvSCX+u29ePMc9HcEKahOJx4x8qmoMlaHiYOvd6KYZIonZbDkqipevv8gBzYYm35Ui0LVnGyc6VZ2vNBMMm6U9dyLS9n/Wgchn7FsPHlZAftebU+V7eobJ7LnlXbqt/cAMOOcImwuM3XbejDbVOZeVEoirvH0b3efsDzyKj2GwHwsEmTkO+hvHzu+PYAny8bsC0sAMFsN4UpL6uhJndyKtFTnm4xrmK0q255roml3H5d8eQaKItFRN0R+ZRqqWcHfF+Glew9gd1tSmt+8Cg+6ptNWO4SW0MivSmf78yedzx+HyaoM5+lIOzVbFeJR7bhrR46bbSpp2TajPgAF1WkIHXpaAiRjx99ndZi44t9n0t3kJx5J0tRWT7ariMBglNBQjIqZ2RRUp6ElBZkFzpSyQAhhCCjtIQqq048LLCJ0QUfdELllHpChtznA7nVt1G3rweExM3lpAX2tARp29qKYlVF5s9hVZpxTxMzzSlDU0ZOlRFxj0xMNNO7sxd8XHXVOliXO+eQkCmvST9vDw5uhs26I5/+0Fy0pmHV+CRsfMYQkR5oxMU/GNC79UhUP/dDwDfzZP9yDM93Lc7/7JXKLl3Wr3+Cv6mcxiTi39X8d+blFdIgiPvHzT2HubabtC18kOThI0e9/T2jDa/Tf+VeqXl6HmnXysQtgw8N17HzRiKSWUeCkvz2YOufJsjF9dRHJuE7VXKPN6pqeUhocS9gfRzXLmK0qgYEoe15uS/UJkUAc5/AKqN1lpnZTF7FIkku/PP24bzYWWkLnwR9tHjU+zTyvmB0vtJBX4UkpnMBoB7omqJiVRVD04D9sHqWAsjhUI4/9R9UHCSRg0tICzBaFXetaUVWZKSsK2f6c0Q5H+njVLGP3WFJ9Kxj966VfmZ5yhxcNGpsxVYvMK3+r5eDrho/qWeeXIMng8FiYMD+XR/9ve6rMVZPMh74+i+yStz/uwV3feo3cijQuuPlIJEktoVO/o4f8qjSc6cevVr/88svMmjqfzU80Urup65TPSM9zUD4jEy2hUzTJS9HE4xVWxzLUHebR27YT9sdxZ1ox21Sq5+dSsyCPh36yBX9fFItdTY2NqknGkWb0oyeSXY5l4uI8css8CCHobvSnzKcScQ1vnqEA8fdFiEc1uht9xMJJ0nLsWB0q255tpmX/wAnTNttUXF4L/R0hFPWILHEsFrvKZ365/O2JfJdKZAzBWJIkM9ABTBZCHCcVSZJ0M3AzQG5W/ux77r6PZAS0OPQdFISGv3vBAom00rE/5mCDwNcsCB2TuqcEsqdJCB1iQ9D2ukAMl0/lRRIW9+nPVnzNgnCfwJErITTwNRlapIxqI/2hRkEyCooJgt2QVgqufMl4hxPLgscjAcOfwpoONi+4CiUkCZJRSCuVSMYEA4ehd+/ZsTWSZMidJZFeATE/BDvB4oGhBoG/9dT3m+yQO1Mi2CUYrB/7GtUKWsL435EN0vCcZXB4Au/MM56dCBnnFDPoCdCPkkkLFkj4WgTBDrBnGXUkNtwPFy6S6NkjiBtyBWYXqb+PRjYZ6Z68QMCWDpEBIy+VF0r4mqFnj0A2Ge/qyofmVwTRIciaBM58CcUMA4cFsgreKonoEPgaBVrceK6sQjIGweF5hMkB7sIjZT5SlkI3vrUkgzMfAm1gy4RIn3E+ER6dV46qBpJsKNoRRvqJMWRM1WrkY+Q+Zx7ICvjbjpwvWirRtV0Q6QezE/LmSLS+JlLfw1Vo5OvofKgWI98jvysvlJBkUCygmCQSYaP9mZ0SvQ1hXOk2ZBVMTuM7du8y2pDZadxvcUE8CLoGWhTCfUYZ6qc5T3Hkkuo/JJlU25eHV2CPrQeSAuIoGfTouiLJRptWbZBWJhHpH/4m/eDKN65pXGPkP3emhKdEItgpUKxgS5cQQhAPGvmxeMCWYXwbs8t4r+aXBaoFMidKJKOC3n1HvUc2pJVLRtm4wGSDxrViVF5PhqxitO3AcD0b/u6qzWhDtnTjXa1pEO418mO89JFr3cWgxUj1Ze4i47pkBCxuo86NtDdXPhQvG16NCgg6twhCPaPzZE036pnFbfRvjqx33pQkMihQTEZ9TEYFtY8JMidD22u/AGDW576GJEm0bXyZrMEiNpzzBneYv4hb+Phhzw+QXphJl1TD5KsryPjD7Zjq6/Hd9Cni06ahdHWR8YMfEl24AP/HPnZa+RG6oHWDSPW/0cHjr5FNkDNNou+AQLFA8TIJk00i5hcoZmPM7K81vnlaKfhajO92KtIrweyQSK802uqY+ROCxjVGnzDSd7nyJexZ0LpBEGg36lD+XInu3ca4Z3YabRiMPl2LG/2BMw+yp0qoVqMfSUTAWzX8HA0Us5R65ogQ52sRSDK4C4337a8VJCNGm1AsRlo2L1jTTlyXwv1GOzM7R1+TjBnlrpihc6vRjouXSdgzjX7htCMIDstRWhxUi3FPuM9oq/ZsGGqAcK8gd7YxXg0cMsbejAmnX/+DwSBOp2ELryUEkmT0nb4WY1wMdY3uIxXL8XXAkW18F2fukb7F3yqIDBj9y7HtdRQSlCyXcOYa7WbkGSNlpGuCoQbjWMwPyahRF5JR43neKmMcHxxbeQ8Y9dzsHLsNHI1qA2+lIRO58iVj3PfDQL1Aix0Zj/SE0eeEuo3xpvICiWAXDNYLbvzu6nc28t0wF2Joi8cUD4UQdwB3gBES+twLV6bOaQmd+p09vPiX/bS/Iagsq2LK8sJR9x/a0sW+zfuxOk1MWpzJ7ItK2bWmld3r2vA1Q7BdQksaI6LdYyYj30Fatp1ll71zEXz62gJEgwkKJqTT0xJg19pWZFnCYlfx5jvw90U5vKWbZddOoGRKBpIkEQsnTr4Z4HyjER7a1IUnx44r3crhrd1sf76ZSCCB02tBI8aM5RV0NfjoavCRW+6hZmEeZdMyCfvjmKwKzXv7ScsxNJhjEfLF2LWmlakrCwkMRIkE4vh6IxRUpaPrgv72IJOX5CPJxuAf9sWxuYx8Cx2QwdcTwZNtG9MkQ+giZSModIE+3BHqmo7QITgYReiQlmtHHn7GYGc49bur0YfVbiItx44QYnhZzSjrvrYgtZu6yCw0lqh2rmklEoijmGQsNhVHmgVFlamYmYXNZab2jU7W3HWAGecUM3lpPi/euZ+Ji/JSdogvv/wyy5cvT3UA4jyBEOKMbbyEECQT+ig7rP0bOtj6dBOLP1KJYpJZe9cBll9XTdn0TP7x4y3EQgkmLclk+XXVJOMafa1BHGkWXF4LQhgbNHJK3SmzlIGOEHkVHhRV5rWHDhMOxCmsTmfyUuNdtISOLgShwRie4Z39YX+cw1u6KZ+ZhctrRVwp8PVEsHvMhjnIxXGa9/VjMiuUz8iivyPIpscbKJqUwZTlBbQeGOCp/7cLgMu+MuOkZlAvM0ZY0ytOXXbJhMbmJxqRFAkE+PsjmK0qaTl2osEEWlKn7eAg/e1BQl0waWk+ZVMzad7XT19rgJxSD50NPvx9EUrnZlI4IY2uRj8zzinC5bUy1B3B3x+heHIGQhMM9YQRQpBZOHb7GMU5p77khO91hYasyCkNoK83jGpWsNpNY+4p8C0Ns+eVdooneckucfPsA68xa/40kKDt4CANO3pweY0l1vbaQfprR8+QVLOM3WnBYlPx90WQLQp9B46MniMeH5xeq7HEW20EMjiwsQNdE0xako+eNASVkfqvJXXW3n2Aw1u6GdzmZuLiPHZtaCXUE8RsVVh69QQmzM9F4sRmTe8m/r3bCHREcWflICxWVq40xqJNQ7341g9hHp4lmUiiayYQSSTZyvJF86n7+ldJv+46Jn/lK6n0uhsbGbjvfqZ873uYi4pOLxOrjtic67pIrczZXCYsdpX1Dx6mc5shjCTCcPgJQWaRk96WI1qA0mmZRIMJug77KKxJZ/FHqtA13TAPs6m0HRxkoDOEapLx5jk4vLWb+u29gMCqZXDxF6eN3hOg6ex/rYPe1gCR/k7mX17OnAtLR2U7uURj/4ZOSqZk4MmyIT5kmLil59mp397LocZ9XHjlCmOyxTsb6fFMGTonzCP/t53ml41VM9WikFvmpqfJz7xLy5m6shB5eF9SIqaRUeCkry1A/fZeWvb1p1Z9quZmk4hpqQ2i7kxrarVkqMn4huUzsjjnxknHrW6fjDFDQo/R98SjSVSzgiQZY7DFofLEr3ca2lNJQqgJBhviDDYc0awoqoysK6TlmJi8NJ8pywpIxo19TW0HB2mrHaRgQhoVM7OPf+DRrD71e3TW+xjqDuPwmOlq8FG/o5f0XAcur4WuBj/9HUHS86xMXpKPN9+BEIbpZcgXI7PAhd1txuo8sw2TI3LP0WPvjd898fVvp8b4AeB5IcRfT3V/dXW1qK2tPe54NJjg2T/uoePwEMWTvBTUpFM+I4tIIMELf96Lxa5y1X/OG7WsFPLF2L2uLbX8Mv+yMqatKnpP2mydbfraAqTnOVi//tXxmOpnSDSYwGxTxhR238kY9ccucb8fEELQuLOPnDJ3yr77RLzdZRkLJ05oXyeEQNfFCW3n34+crDx1XdBeO4jJomCyKsiylLKnP5rAQBTVJGOxq296Q08yrrH+H4fZ/5qxLCLJEks+WkX5jCyc6SevE+82bbWGO7j5l5cSsDanBOM9L71A55MN9K58kK+5fkmNOMDNbX9Df6mEgH0l152v0vGtb1N899045s/jyfonsZvsLLNMpf7cc1G8XsqfegrF+dbtVv39EWMDtiITjyR5/bF6osEE+VVptB4YwOExc+lXZgCGmZnVcWrBQQhB6/4BGnb1se/Vdj78zdnklh8JKf3qA4fY87KxPJRV7OLD35x9WmYXR/NO9p1ng/52Q6kiyRJ9rUFa9vWnzuVVerC7zDTu7kPXBKpZTpmijZzvbvSjawJPlo2SKRmk59rZ/nwLlbOziUeTNO3uY8EVFUyYn3vGG2/PVllqSZ2Dr3disijouqB0auZp1ZcPGpIkvbMaY0mS7MC5wGffSjpWp4mVH6vh/u++Qcv+AVr2D4zatTznotLjKpfDY2HhFRVUzclBVqTjdoV/kDkt7dY4Y3KmM9C3i/ebUAxGnk+1F+Cd4mSrLZIkoSjvv/J9s8iydFqbmM+G9x3VrLDyhhqmryoyNDuFzrfVbvhsUlidjjffQXdDAMdko34c2txFPKoi6Ro2LcKt8t3kJF8jphWjI7A4Mhh66C+YSoqxz5vL3r69fOe17wDw+3N+z5QffJ/Ob/8HwZfWntB925lwrOeHy4aF4LE4XSFHkiSKJxubx/evb6d5bz/ZJS62PddMe+0g7YeGmLg4j4mL8sktc78ntf1nm4wCJ4uurASMVc2BzhCuDCuvP1LP3lfbMdtUJszLIT3PQdgfR08K0nPt5FelkVEwbOag6aMm36NWu69/R19nTBRVTq0gjjM2Z0UwFkJ875jfYWBs54FnSFq2nc/dvoKm3X207OvH4jCRU+rGYlcpqD5xvPLMQucJz40zzjjjjHP28ea/czv7zyYOj5lIMIEDw6/yi3fuR0+0Um1Pousqk8VuNGmATq0SxeJCNquEt24l66tfxR/38/VXvo5NtRFNRlnTvIbFl95K949+TPDV9WdFMH47sTpM5JS5adzdR1/bER/RNQtyWX5d9QdqheVMkGQpJewuv66aeZeVGR5zTqE1/1ctrw8S7wv7AkWVqZiVTcWsU9i3jDPOOOOMM84ZYnOZ8fX6SEQET91u2MsjmRGahqapaPrwTvikFRQbyvDunvjcydzw1NV0BDu458J7+OPuP7K7bzeSouC+8EKG/vEP0j7yERwL5r9Lb3Z6lE7L5I3HGuhvCzJxcR7V83MpmHBixdO/IuNBv/51GJ/ajDPOOOOM8y+NzWkmEkgwWCeIhpLMubgUJBNCj6PrCjDs1jJpQ5ctKLEgktnMg9obtAfb+dnynzEjewbTsqZRP1RPi7+F7G98HSUzk/ZbbmHokUfRAmO4y3mPMHlpAVnFLoone1lxfc24UDzOvzTjgvE444wzzjj/0lidJhIxjWCXsdGsanYOkmRC15Po2pGFVSlhQ0hmlLAPS2Ulr3ZuYFH+Ii4ovQCAj1R9BJNs4u59d6O4XOTeeiuYTHR+5zvUrT6HyK5d79YrnhSrw8RV35nLpV+e8S8djXGccWBcMB5nnHHGGecDgOb30/GtbzH02GOpY/7nX6DvT3/iVN6XRqLYRfqN6KeebBuSbCEp4qAd2cwmJ+0kNBVpqA9lQgX1Q/XMyJ6ROp9lz2JpwVJebX8VIQTu88+j6uV1lNx7D4rLRdMNH6PrRz+m/vwL6Lz11rP6/uOMM87Z4ZQ2xpIkacCeow5dIYRokiRpHvB/QA6GO/jXgK8A84DHgcbh6x8RQvzgrOZ6nHHGQAjB4N//Tqz2EDnf/hay7Z0LnTtCsr8fze/HUlb2jj97nHE+yGjBIMGXXkIymXCuWEFk506GHn2U2IEDOM85h+juPYQ2bMD3xJM45s4lsHYt3T/+XwBM2dnY586l879uxTplCpmf/xyyzUbvb/4fstuFpeb81HNc6VYUVcaR5iDZmwD9KME4YSeREChhHwO5DgSCqZlTR+VzYf5C1rSsocnfRJmnDElVsc+dS8l999L53//N4L33AhBvbibZP0D+T/4Xxf32R1v7V0DE44aPeYuF/jv/SvDVVyn8f79BcR3vsUloGprfj5r+7pmN+J95hp5f/grnsmVk3fKV8XrwHuF0Nt9FhBAzjj4gSVIO8BBwjRDidcnwMfVhYKT2rRdCXHJWc3oChBAM/PUuzOVluE7h4y+yaxeJzi4cS5acFd+Sbxfx1laQZLTBAaL79qMHA8gOB0LXIZkk/eMff9+59dJjMZJdXZhLSk54jRYMEtq4EUtZGUpaGiKRQM3LO+m7ingcPRJB8XgIPP883T/4IQCm/HzSr72Gti9/BcXtIuPmm7FNnXrCdN4swVdeIXqwloybPwNC0P71rxPds5fyZ57GlH38ZtHQps0M3ncf2d/8BuaiIrRgCNliRjIdGXzjLS30/N9tpN9wPY5584i3tdP/xz+SfsMNWKsnjJmPRGcn8cZGHIsWARDesYN4QyOeKz/0ttWV5OAgeiCAqagISZKINzfT9qUvA5D55S/hOvdcWm/+LMgSRX/4w/uizmo+H/G2NmyTJ495XiQSoBrdZryhAXN5+Zt6Lz0aRba+dTdp7yc0v5/ovn0oHg/WSZNSx0U8TmDtWmyzZx/XZpIDAwze/zcie/cQeuXV1HHZbkePRIbDPULscB3IMt5PfILBv/2NutVG5APHkiUke3vp+Na3QZZB1wlt3Ehw3TrU/LxUmupvj2yOc3oNv8tWp4VkrzZKY6zEXSS0JIoWpVE1AkFMyTgS1hdgWeEyVFnlL3v+wv8s+Z/UcVNeHsV33EF4+3YCa9cy8Jc7Cb70Eq2f/wJ53/tvLFVVJHt7kUwmJLvd6BMSCSTze3/Tlx6P0//HO3BffBGW8vKTXxsOE29pIdHejnPlSiRZJtnXh5KejqQoaMEQJBMoaWmnfm4sZrQ/k4mBO++k/y93IlutmCsqCK1fD0DPL35B9te+zsDddzH0j4dwnX8e7nPPpftnPyd68CCVzz2LqeCddV8WXP8and/9LslOI/Tp4P33Ezt8mJz/+k+sE4708UII0HU0n+9ESf3LE29rQ/V6ke3207peJBKjxtuxeLNeKb4I3C2EeB1AGOtU/wSQJGnimSam9PfTcOmliKRGorMTJS0NNSMDU2Ehubf+F2pm5nH3JPv7GXr4Efr/+Ef0kBHdKf/nP8exZDGKw5HqTPRwGBGPI3s8tHzyU+jhMEpWJiV33klyYBA1K4tY7UH8zzxD5uc/T+CldUZo4BkzIJnENn06stNJ4IUX0CNRIrt3E9m5E0tlJbnf/x6K04lIJgm9/jqRHTsR8Riy20Ps8GFkq5Wsf/sqqvfEvkSTg4NE9+4l0d5OaMMGtCEf4S1bTlpefXf8Cc8llxDdvx81K5P0j32MgbvuJu3DV2KfNw8pbETtiu7bj7Xm/7N3luFxVVsDfs+4xV2apJa6u7dQKBR3dy7uXLhc7OLOh7u7UyiFQqm7u8ebNC6TZHzmnPP92MkkaVKDFinnfZ487cwc2WefLWuvtfZaPZCaJnJVlvFt3Yalbx+RZc7tpvajj3EtXkTMuefhGDcWfVRUh/dsbkzNJsng7t1iMFEUkGUkk4nArl0A6CIicM2dh/Orr9DZ7diGD6dx9mx8mzbhOOoorP37Y0xPJ/L444Rw0a0b3rVrKbrgwnb3NWdnY0hJxhAbh330aCqffhp9VCQpDz+Md/MWat58E8XjIe25/6Puiy8wpqVhysyk9sMP8efl4lmxAgDX/AX0WL8O3+bNVDz1NHGXX0bE0UcTqqtDrq7G3L37Puu8Ge+mTSiNjdhHj6Zh1ix233RzU92GqPvwI2SnE4DS2/+NdeBAQlVV+LZtQx8ZScQxk6l6+RWUhgaC5eUk3n4bJdffgCFevMPIE6aij4qi9O678a5eg3f9errO/InyBx/EvWgRstNJ+ksv4l65kopHH0NubCDtqafQORwUnHoaAJmffQqqStH5ImCm3NCAY8J41GCIhh9/JFCQT8ojj3T4nv35+dR+9BH2ESOJPG4K1W+9hWvuPJIffABjYiK1H36EPy+PyCnH4pg4kcIzziRYWoo+Lo6EG2+gcdYs/Dk5mDp3ZvdNNwvhxSPyWJfddx8xZ5+NoaCARkXF3EVo1CWTCdeCBTT+Ohvvpk3EnH8+tqFDMaanoY+ORh8djeJ2o3fsP/yiKsvUff45oYpKLH37YMrMxLthA96NGzEmJhExZQqWHtn4c3Iovfde9BGRREyeLNpuQQGetWvxrlkDgKV/f+yjRmFISCBUXUXDjB8xde2Cf8dOQuXloi8ERUa0yKlTib30Eqqefx7rkCHEX3011W+8QcMPM0i6714cY8aEy9f462wCxbuoeu55IiZPJvH225CsVgL5+YRqagiVV2BMS8UxfjzOb6ehs9mIPv00FLcbf34BxuQkVEXFmJRIw8+/YCwphlYKgeYEMb6tW6mf8SMRx0zGOmAAkk5H3RdfUvPOO9iGD8M+chTIIeyjR2NIaBuDWg0GcS1YQGBXMa5FC9HZ7eisNhzjx2NIiMc2YkS7xUDDL7PQWczo4+Np/PlnjGnpRJ95BoGCAhrnzSeQl4t7+QpCFSIRqjEtDWNGJ/TR0bhmz0ENBjGmpZH+0otgMFD38ScYU1Nwfv0NwZKWHOT20aOJOGYy7mXLMWVmEn/tNUgmE94NG9BFRGDJzsYxcSL1P0xHrq8n5eGHUb1e8k8+BX1cLJ1efRX3kiVUPP4E/pwc7GPH4l68mMCyhYAYAxwxYsFisRvxoiIpLYKpPmhFVb0YQj7WBHfRK7YX0ZboNnWRbE/mot4X8d7m97io90X0iG2bbdU2eDC2wYOJPH4qvi1bKH/kEfJPOhlDUlK4fgD08fEobjcx55xDws03Ien1eFavxtStW7sFhCrLKE2b+1oLlIrPh2Q0EiwtxZ+TQ+Ovs0m87Vb08fFi3DYcnAigqiqq349nzRpq3nyLiMmTibngfOo++ojqV17BNW8eWV9/haRr8dKU6+upefsd9NHR+PPzaJj+Q7jvYDBgHz4M98pV6KOjsY8ciWvePJAkMt57j8bZs4k49hgsPXrQOHcu3vUb0FmtxF1xOb4dOyi9405C1dWYsrLwb9+OuVcv/Nu2ESwtJfaKy5Grq3F+9jnOzz4Pl6fuw4+o+/Cj8Ofdt92ObdhQ/Dm5WPr0EW1qP4LT76Xui89RPB5so0aScONNuObNo+attyg4+RTx/iQJa//+uJYuhaa6chxzDKEBA/Bt2oRksWCIi8PctWv4mqHqanxbtqCLjKTs3vuQTCaUxkZ0EREk3HA97qXLsPTujSE5CXP37uhsNiG/yDKhykr0MTHoLBbkxkYqHnkU76ZNhMrL0dntRJ16KrGXX0bt+x9g6dMbub6expkziTjmGHQRkWI8DAQw98jGt2kzjfPm4hg3HlNGJ7wbN9E4Zw46s5m4q69G8XqQq6uJOPZYsRhqaitqKAR6fZuxJVgqEgYZU1PF5927CVVX48/Nxb8zB4Dajz9GMptxjBmDISEexe+HkEzyA/+jfsYM7KNGYUxNxfn117iXLcM1Zy6Oo4/a5/vZb+a7PVwpClRVPU2SpG8RgvH3HRw/EfgGKAFKgX+rqrplX/foY7Op0wYPQa6uBkkCVcXUrSuB3DwMqSlEHn88sRdfgjEpEc+aNdR98QWNP/+CGhArdn1cHMb0NHwbNooyWK2Yu3VDaWggUCQy4Onj45GrqzGkphAqKw9rGn4P5h49MCQm4s/JIVRevtfjdHY70eecg6VnD3zbthPIzydYXo4aChHIy2t3vCkzE3N2No5Jk7AOHIghMQH3kqU4v/4ac5fOeFatxrdjB/qYGCH4NwkfrZGsVlSvF+vAgehjYvCsXBleQABCO1FTg1xb2+Y8Q0IClj59kEwmgqWlQjCorcG3YSP28ePwbdjYbvWqj48XQkiTUPF7cUyaJBYbTSv+fSFZLKg+X/hzwi23YBs6hKILLwIg+pxzUENB6r/5ts15huRkrAMG0PjLLwB0+eknTJkZTUJUInJ9PbLLhSE2lo2vv06fCy4ARQkL79HnnYvzy68wZWYiGY34mzI32oYNwzZiBNUvv9xheY2dOhF95plUPfdc+LvmtqlPiMfSsxfuRYuIPutMnF99HZ64wzRpvTAakWjSYOr1IMvh50JRkMxmjMnJHS6y4v71Lyx9++JevBidw0H0mWdg6tKFwnPOxbdR9KHos8/G+eWXe6335knc0q8fvk0tnlYxF11E0p13UPf5Fzi//BJL714EyyvCC5R9obPb27RRIDwe6CIjsQ0dSrCsDFNmphhobTbsI0eSeMcdGJOTqP/+e8ruuXef95DMZlS/f6+/m3v2JFhaitLQsM/rWIcOIbi7NKzx2Re24cMxpqXhWrgQuaYlk1b4XXZUTpMpPL6Zu3cTGtFWtK6rmIsuQmlowL1sGbLLhTElpc24IhmNRBx3HA0zZ0Io1PZGBgOGxAQcEyZgHzmKuo8/3u/CHJ0Oc9cuyM56DMnJbd5/a/QxMSg+H6rXi87hQDIYcEycKDTH27aF686cnY1jwnjqv59OqLKy3XXs48eR9uyzuObOxT5+/G8yfcuNjegslrDAI7vcyM46TOnpFF9/A5Xby1je/XoALnhoJNGJNn5+czPVy99HP6KGxO4LUVUJ35x7yS/30btgNa8dv4aRk87njmF3tLtfjbeGiV9O5ObBN3Nlvyv3WTbfjh3Uvvse3k2bsPbrh2f1aoK7dwNgSEnpsI3FXHQRiteD6vWRePttFF99jVDG2O1kvP8evu3bqXj8iQ7nBuvgwcg1NQSKirCPHk3Svfdi6py1X8uHe/kKSv/733blMaanEywvD7ct64ABGDMzcM2eQ9BoxARt5gzHxInYhg4RAtOsWfu8537R65H0etRAgLhrryHhhhuofuUVzD16EjnlWFRVpfLpZ/AsX459/Dgij58KEnhWrcI2eDCNs+dQ/corgJgT/Tk5WPr2JeKYY3B++SVxV19F9Fln4du8BTUYwDpwIJJOR7C8HN/WrZi7dSNUXUOgIB9Lr16Ye/UK12Ootpb676fjmDgBY0oKKAqKz0fDTzOpePRRYs47l+T7RV5iVVXxbd6Ma948XIsWt+lTtmHDUAL+sHzTmqgzzyC4q5hASTGh0v2PRXtiTE1FcbvD70ey2cJtxjFhAqos4162LDy/HA5iLryQUEU5rvkLMCQmCgFZUTB374Z75SoIhTD36EGwpKT9/ICQAczdu4frrPUzhI9p+k6yWoXwX1dH7x3b95r57kAEY5eqqo49vtuXYBwJKKqquiRJmgq8oKpqO3WcJElXAVcBJCYkDPniiy+afxCThU6HecMGrPPmYd4uhI5QUiKGipaBs/6Siwn06YNiNqOvryfukUdBUQj06omhaBc6rxepeWUKyLGx1NxzN/qaGqxLlhDMyEBfU4tqNqFaLJg3bcY9+Wh0Ph+S14utSXsc6NkLJTKSYGYGSlQUUiCAddFirAsXolqtBLKz8ffrh5yURLBzFjq3G8ViwbJuHbZ58zEWFobLoOp0qFYrodRUpEAAyePBdcbpmDdsRNdQj3fUaPyDB4lJc1/IMkgSusZG7D//guT3YV26jED37vhiYrDUO5EaXRiqRbD2QJcuKJGRGCoqUKxWdC4XqtWK5+ijCWZ0wvHjj1iWr0CJikK/h7Cs6vVIB9Ax/L16oa+pIZiZAXoD/j69CfTogRQKoUREIIVCmDduwrxpI8b8AnQNDUitJura228j2Fpz6/djXbYc35DB6DxerEuXEOjeHZ3bjXXRYvwDB+KZNBFCISK+/gYkicazzgSjEdOWrUg+n6hLRcExfTq22XNQTSZcp59O5CeftCl7MDUVndeLvq6uw2dTDQZUkwnVbEaOi8OUm4sS4aD6f/9DkmXi772PQNeuOG+5GVQV+8yZ6BpdBDM6EUpLR7WYsSxbhnfcOJTYWEwbN2Hetg33MZNRYmMxFBUR9f4HGMrKCHTvTt1ttxLz1NOYCgpQbDbqbrkZx3ffYdq2nVCndJzXX4+huJiYl8WgXn/pJSh2O9GvvoZqsVB3803IiYnEPvU0hvJyFLuduptuxP7TTCx77IxXJYlQehrG4hIazj0X+88/o3c6Caal0XjWmViXLceyejWeyUfjOvlkIj79DOvSpXjHjqHx/PMx7N5NzP/9H57xE3CffFL7tqsomNeuxZhfQDAUxCRJ6CurCGZmonO7CaWn4Rs+HNVqxbR9O4bdu9E1NqJYrRgqKiAkY8zPw1Bd07bcBoPQerUaw0LJybiPPw5DWRmKxYpqtyPHx6GvqMD+62zR5oJBXMcdR6BfXxRHBMa8XPS1tXiOPhrVahWCuLMeY14ucnIyBEMggZyUhKrXg9EoxikAVSX20ccwlpRQf+klGAsKMRYWEuzSGe/IkUS/+Rb6mhpUSSLYuTP+/v1BJxHo1QtCMrFPPUUoMxPvsGGodhuqxYp10SJUoxHv6FFYlyxFX1+PvqYaOToaJToG1aBH53Kj6nXoyiswOp2oBgNSKBQeI0MJCfiGDUMK+DFv3iLagNmM86YbCaWmoi+vQAr4sS5dhrXVokU1GECnI9CjB4rNRig5Cd/IUVjWrsGyYgVyXByG0jKQZeTERMxbt4qu2r8fgR49MBYUEExPR+f1oa+pgVCIQO/e+AYPQt1D668vLQWDATkhQYxldXVEfPY5SlwsnvHjMW/egmnnTuqvuBz1MLqdmDZtwvHG+ywa+zQAvc6S0OklSlcr+DfPwDrcTULP2YRCRtR5d7Ozws+AnHn87+yNnNb1XwywDejwuo+WPkqMPobrkq47uAKpKsadOQS7dAajEeP27djnzEVfVkYoIwPL2rUAKFYrUjAYHkNDqSnoauvQNSkKQkmJyElJmLZuQwqF8EyYQCglhYhvvmkzLwJ4hw+n4fLLxIdmK2AwiOPbaRh2l6BERGLetCnc17wjR9B41llYFy/B8cMP+AcOpOHcc7AuW45j2jQkRUHV6ZAUhUCPbDzjJyAFAygOh2j7ej0AuupqbIsW4T72WCSvF8uGDXjHjEFfVo79558JpaWhd9ZhKC4mkN0D1+mnEfv0MxgLC2k49xzRxmUZXX09oU6dDq6eAQIBbHPn4h84EDk5GcvKlUS+/wFSqwWrv18/zE1CVygpCSXCgSm3vUILxFiqmkyodju6uro2Y1NrFKuVultvIZSR0eHv+spKbL/OxjP5aOSkJCS3G/2cOVgbGpHj49A1NGBZt77dfBXokY2upgbv2HH4hg1F73Qix8djXrsW1W5HNZshGMI2fz762lrkuDjk6GiCXbsg+XwYdxWjq6vFN3oM3nFjw9c1bd2Gbc4c/AP6Y960CV19PcFOGZjy8vAPHECgezaqQY9pZw5yUiKBLl0w5eUheTwEu3RBcTiQgkGsy5Yhx8aia2jEmJuLuUmhBBDM6IRqtmDKEZpgOTqaQI9slKhozGvXoq+tRVIUGs84g0CvnshRUeg8HuToaDCbMeblIcfEoERHE/neexhKywj07Im+rg5DeRm+wYNxn3CC0MbPm8fIhx465ILxwwgPivv3ebI4thAYqqpq9d6O6dGjh7qjVQXtiWvJEvzbt1M//QcCRUXEXHA+9uHDcUyY0Oa44O7d6KKiwmZXVVHw79wZ1uohSUhNHfJQoKoqqGobs1FHBIqKqP3oYxzjxmIbMeKw+Rb68wswZWWyYOHCcE51JRAQE73ZvN/zlUAAXZNZEoT/rKV3bxxHHw2yjOLxIDc0oLhcwo1C0hHIzcGQmIjidh+wO8Ke91QDAXR2+2H3QQ2UlKAzC3Nv3Ucf49u5g5T776dx7jzKH3lEWCwAY2YGkcccQ83b72Du3YuyE0+ka0kJ/p05JP77dsy9euH84ktsI0aEfX5DdXXoIyIO2jTZGjUQwLV4MbZhw9BHRODdsIGqF18i+YH/YWoa9OX6eiSzOdyG/Hl5IOnCGp9gWRm6iIhwH5BdLhSPJ2x69W3bRsFZZ0MoROqzz2Dt04eiyy4nVFZG3NVXk3DzTfh37MA5bRox554b9hdU/H4kkyn8jtRAoI3v44H4bQHMnz8/3DYPqm4UhVBVFYaEBDzLl2Pq1k24QeXk4PxcmEn18fHEXnDBXt2BDhfBigqCJSVYBw/usA3LTieK292hH2OwrAx9XBy63+hHOn/OHMaPHi3aXVPb823Zirl7t3CfV1UV/44dGNPSOtyE5FqwAM+qVQSKdpHy2KMdHtMRqqLgXbsWc/fuf3idH0rUYJAdI0YyZ7gQjM8bvZuoU05m1fxqNn3zKlHD/MT1mUnAb8U0/y62VAcZsuV7bvxXLrPOn0+8NV5YIPPmQlQ6JAjXiUeXP8r3ed8z56w5RJgOrE4PqLyBAKE6J/rICHzbtlP+4IOg09H5i88JlpdTfPU16CMjyXjv3Q79LmWXG8/KFdhHjcK1cBEVjzxCqKqK9Fdfwbd5C9VvvtliWZAkTBkZBIqKMGZk0OmVl9uN82oo1Gbca3af0tlsv7m/7wvF7SZYXt7GjeBQEty9G9ntxty1K8VXXY17yRIks5nYiy+m/scZhErLcEyaRNSpp+LfuZNAQT62UaNQg0E8y5ajuN1hP+qku++m7uOP8a5fD4Bt6FASbr8Na//+By2LdFSXoaoqgHbuUH8XgqWlVL34ErahQ4g64wwkSSJUU4POYkFnb7sPTLhIhNp9/1uRJOmQC8ZJwErgbFVVVzR9dyEwu+mQClVV1abIFV8Dmeo+brQ/wbgZVVVR3J6/9Ma5vwKHYzD6J9C8sSos/DVpDVovNI4EghWVBIt3YRsqxoRgZSXBkhJsgwcf9ntrbfPQotXnoaHwwgtZZj0evTVEv1lPAOD6z9usmfct8YMlYvpPw+ezY593J5tqFYZu+5Sbrqth5QUrxXix4XOYdjVYouDqRRCTyZaaLZw741zuGn4XF/S64LCVXZVl4T7VtDBVg0HQ6Q5Y8FI8HgrPvwB/Tk5YELb07YMpKwv7yFFYB/THvXw5tqFDD0jB0pq/e/uUGxpwLVgo9t9ERxOqrsa9dCmRxx+/X0VAs7+/4vcT3LULY1oaktX6mxVAf/e6/KuxL8H4N6m3VFWtkCTpXOAZSZISAQVYCHwLXA5cK0lSCPAiIlf8fodeQJIkTSjWOGzsOdDtzxLwd8WYlIgxqWXzjjExscMIGhoa/xRMaekMXfkOnlbacv+CXwmpEqpbaONMJi8GBZAMhExeUhxNEXNcVfDj7eBIAlcFbPoSxt9Bn7g+9E/oz3ub32NC+gTSI9IPS9klvT7smgDtx7H9obPZiD7jDCoefRSAjPfexZiU1OaY5g2k/zT0kZFEndQSYMsQH0/UyScf0LnNArDObP5N1lSNP4/9zvx7aotbfb9MVdVxqqr2UFW1l6qqV6uq6lFV9WVVVfuoqjpAVdWRqqouPfTF1tDQ0NDQODQY01IJlZdjLCgg5vzziLvyCtS8bYTQofOKqEhFhQPQKwoGFLwmF6n2VOGPO/t/EHDBJT9AUj8oapny7hp2F56Qh1vm3cJu1+4/6/H2S+TU49HHxxN//fXthGINjX8aR6ZKTENDQ0ND4wAxJCaK/SLBIObu3TH37IUh4AYM6FU9ixZeRElJXyRZxhpyU2MNkeJIgY2fw/pPYMhlwrc4ZQCUbQxHPeqX0I8HRz/IjrodnDjtRFaWrfxzH3QvGOLi6D5/Hgk33vBnF0VD409HE4w1NDQ0NP7RtI6Vb+raFUvPHuhlP0hGdIoQcvXoUJQgxoCHGktQaIzz54M9EU5sCr+YNQY81VDQkozkmMxj+PzEz4m1xHL1r1ezrnIdiqoQkAN/5CPul9+zcVhD40hCE4w1NDQ0NP7y+GU/q8pXUVhfiKqq1PvrmZE/gy93fIkn6MEb8nLngjv5ZFtLKMbpedP5csfe43E301owNnfvjikrC4NeRZJM6Jp2yBhUPSE1iNHbiNMOMZYYKF4JnYa3hO/rfQpEpsO8x9pcv09cHz6Z+gkRpggunnkxAz4cwIU/Xcjm6s2/v2I0/rZsq9nG1G+nsqp8P7HDNf5QftcScY/kHwCnAonAm82HAA+oqjrt99xHQ+PvRPNuZA0Njf2jqiq5zly6RHVBr9PjCriwGW3oJB2eoIdPtn3CtNxpFDcWh88ZmzaWTdWbqPeLxAQLShagqiqLdi9iZuFMTu9+OmXuMu5ZfA8Ao1JG0SmyEyElRFAJYjVYAQjKQVxBFxGtUtU3JxCxxEeDZEJSRXQaAzpCSgBTwEODTSJClqGuAIZe1vIwJjuMvAZm3QvlmyG5JV10sj2Z5yY9xwNLH6CwoZBttds478fz+PD4DxmUOOiw1O3fkZASQlVVjPqDzz7nDrqxG//6G/QVVeHH/B+5d8m9KKrC4ysf57MTPsOsP7ioHxqHh9+rMfaqqjqw1V8hsBkRt3ggcBzwhiRJfwkbjaqqVHmqaAh0nNVKVVU2Vm0MD7Yafx5BJchn2z+jylNFfn0+C0uEabLcXY435A0fV+4up6hBZDdUVZX/LvovN865kZAS6vC6B4uqqrjl9tl2miluLGZRicjQp6gK186+lgt+ugBZ6TghSoW7Yr/agefWPMcjyx/BHXSHy+D0Ofd5zqKSRTy58slwym5vyEu1d6+hw9lUtYlrZl/DC2tfaFNXroCLoNIS/P9gzb05dTlsrGqfoemfxq6GXby7+d02danRMe9veZ/Tp5/OSd+dxMKShUz9diqX/XwZ1d5qXlr3Ei+uezEsFHeL7sbRGUezePdi6v31PDb2Ma4bcB0LSxayaPcijs44GoAHlz3Itb9eG77HB1s/oKihiGO/Ppbxn4+noL4ARVW49JdLmfLNFJwW0V9DycnhcyxJsSAZw8keDKqeoBLAGPLhtEPEriZ/4W7HtH2ggReAwQKr32n3rEOShvDNyd/w8dSPGZE8AoDrZ1/P9trtAByiAE5/CmWusr2Oe3viDrrJrRPZHFVV5ducb8mvz0dRFa769SrO/+l8AnIAT9DD2oq14XoJKsEO60hRFf5vzf8x8tORvLxOZB19ZPkjXDnrSjzB9tn/QMwdW2r2mZT3sPFd7nfcvfhuFFUhxhxDTl0OT6186k8pi0Z7DrnAqqpq61ZoAfbb0/2qnxfXvsj5vc7HbrQTkAMYdUZsxvbByTvikpmXkB2TzT0j79nncfcuuZfpedOx6C3cPvR24qxxpDpS6RrVlXnF8/ho60dsqt6ESWfioTEPoagKXaK70DOmJ6srVhNSQjQGG3EYHeQ785naZSrx1nhkRWZ+yXz6xvUlyf77dvSqqkqFpwJFVYizxiEhUe+vJ8ochUn/25IA7Au/7Gd56XIsBgsxlhiyY7IP2bU9QQ9Wg4jbWO4uZ33leo7NOhad1PF6bGvNVl5a9xJba7ZS6xPZ9x5b0WKSTLYnU+4WqbcfGv0QFoOF+5fcj4rKtyd/S0ljCTPyZwAwv3g+kzMnd3ifg9Hofrr9U54oeQLPTg9nZZ/FB1s+4Pu87/nwuA9xBV1M/XYqAF+f9DVFDUUs3i3SNy8vW86YtDGsqVhDVmQWcdY4PEEPJ313Et6Ql89O+Ixesb14Yd0LpDvSObvH2QAU1hfy7uZ3AbAarNw+9HaeXv00H239iBmnzSAzMhO/7OeVda8wNHko49PH45f9XDdHZNc6vvPx9E/ozx0L7mBByQJ+Ou0nOkV24vUNr/Plji85K/ss/tX/X7yz+R2W7F7Ckt1LSLQlcl7P87hvyX18l/sd3aK78eWJX/Lp9k95fu3zvDjpRcalj9tvXeU78znrh7OQVZmbB9/MFX2vYFruNKq91VzV/ypkRSbXl0vNzhpGp44myhyFzWgjIAfIcebQJaoLVoOVb3Z+Q62vlsv6XoZBd/jX1K6AC7tx3wlmgnIQT8hDpaeSB5Y9wMCEgZzX87xwCC5fyMeS0iWMTx+PDh03zb2JvPo8CuoLeGj0Q22uHVJCrK5YzeDEwW36tKqq1PnrCMpBkuxJyIqMK+gCIMp8cAk0FFVhfvF8THoTY9PG7vf4g6VZODkYy0hADlDpqSTJloSsyuglPVtqtvDcmucw683UeGu4fo5Iy1xXWcekLycBMKnTJJ6d+CwF9QV0juqMUWdkfeV6gkqQYcnDCMgBAkqAdEc6p3Q7hUt/vpQf838E4N9D/01BfQFf7PiCL3Z8gUEyEFJDvLTuJYYkDQkv4mYWzOS8JYtZ0iodtjkpAanChC0kQqEFpRABJYhRDlJvh8jtP0GXSZDUu+2D2mKh7xmw/jMYeytEt81uZtKbGJAwgLenvM3ysuXcs+geLp55MVmRWeQ587h+0PVc3vdy4K+nAQ3KQeoD9RTWF1Ltq6Z3bG8yIjPYWbeTM6afwSldT+GB0Q/w+fbP8ck+UuQU8uvzmV88H6ffSYI1gTUVa5i7ay4qKs9OeJbGQCMPLHuAKHMUl/e9PKw4eH3D62ys2siK8hVcN/A6Tu92OlfMuoJkezJvHvMmEhJvbHyDoBIk2Z7Me5vfA8RCKzsmmy92iGy6b2x8g1uH3Eq5u5zzfjyPiZ0mckLnE7huznV4Q16+Pflbusf8seHUVpavJNIUyY+n/UikOZLn1jzH+1vexxPycNuQ20iwtSTs+Hjrx3y6/VOONR/LRCYe0PV9IR+1vloiTBEoqkKkKfKg+mqNt4YZ+TOIMEUwJGkIGREZKKrC5prNdIvuhs1ga0l9rYT+kHEaRPtrbUmQFZlSVynpEen7fT5ZkanyVvHq+lc5JvOYfR673wQf+zy5rStFgaqqpzV9PwJ4F8gELtqfK4W1s1Xt9kC3Nt9FmiI5r+d5XNnvSiyGvWeKK3WVMuWbKQBMO3ka6RHp+EI+HCYHnpAHh9GBTtLh9DmZ8OUEOkV0CmsY9yTWEsvxnY/ni+1fEFL3r3EckDCAbtHd+KngpzZaTIBEayIndDmBElcJqfZUUh2pbK/djiRJ9InrgzfkJdeZS4wlhqAcJL8+n9y6XGp9tR3eu1NEJzIiM8itE+dEmaLIceYwqdMkrhlwDVtrttI7rjdJtiS+mv0V9Un19IrrxaiUUdT563D6nHhCHjZVi9elqiqNgUbe2PgGstqyyp+SNYVu0d0YmzaW5WXLyanLIcmWREOggeM7H0+CLYGdtTsx6U0E5ADLypZR4RaC/NrKtQxKHMTUzlMpbizm/S3vo5N04Uk0oAQ4vvPx3Dr4VhwmBw6jgzp/HVGmKLbWbBWr+1Db1X26I51RqaPYUrOFrTVbO3xntb5aLu1zKTtqd7CzbieekIepnady57A7eWDpA1R5q5iSNYVze55Lfn0+F8+8mFsG38KZ2WfyybZP2FC5gYfGPBRuZ9Xeaqq91WREZHD8t8dT66vFZrBxRvYZfLT1IwBuHXIrc3bNCU+s5/c8n5XlK/GGvDQGGkm0JTIkaQhf7PiCKHMUtw6+FVfQxTOrnwFgdOpozso+i1vn3wrAOT3O4ebBN/Px1o95dcOrdI/pTlAOMv3U6Qz+aDAhNcT1A6/n6v5X88CyB/g251sAXpj0Artdu3lqldA2/Kvfvzi7x9kc87Xo+GPSxnBZn8u4ctaV4Tr799B/88LaFzinxzlsqt5EtbeaZyc8y7k/nktWZBaFDYXcOOhGXlv/GiE1xNCkobw75V3e2vQW22u3c0rXU5jQaQLV3mr+s/A/TO08lTOyz+D1Da/zyvpXcBgdYYGuGb2kb9POQAj+Q5OGkufMo9RdilFnJM2RRmFDIQDj08dzXNZxvLHxDU7rdprYxLTjc7Jjsjm126nUeGvIr88nzhqHN+jl9Y2vU+4uZ1zaODIjM5mcOZlydzm/Fv1Kna+OO4bdwY66Hcwums3m6s00BBpIc6Qxr3gePWJ6cGzWsayrWEeFp4IBCQNwmBzEW+NZUbaCdZXrcPqd7dqfQWfg7hF3U+oq5e1Nb2PQGRiTOoYFJQuIMkeFrU9Dk4YiqzLR5mgK6gsobCgkIyKDK/tdybub38Un+/CGvGEB/PFxj/Phlg/ZVrtN3EcyoKIiqzKndz+dgQkD+XjbxwyQBnD3CXejl/QU1Bfw6oZXuaLvFSwpXcILa18A4JLel3D70NtZXracZ1Y/w4T0CcRYYvCFfKRHpOMOugkqQc7pcU54rFxevpw4SxwzC2bi9Du5Z8Q9xFnjqPXVsqp8FU+tegpFVXhg1APMLZ5LZmQmJ3c9mXhrPLW+2rBw30xQCXLpz5e2sSbEWmKx6C0ElSAzTpvBbtdu7lp0Fyd1OYmsqCxunHsjEhJzz54rsssdIKqqUuOrYV3lOiZ1mkSZu4zTvj+NFHsKLxz1Am9ufDMsOI9OHc1u127SHem8fszrbZIoVL34El+sNTA00syuGIWsYCLFFcuJLKzl2amLecNbRubU52Dwxe0LUbEVXhsFJ78Mgy/aZ3mrPFXcsfAOihuLiTBGUNhQSHZMNoUNhXhDXs7tcS53Dr8THTrWVKyhR2yPdgulWl8tec48DDrDXt0ynD4nX+78kpO7nkyyPbnDY/bFD3k/8PSqp6nzt6Qh1kk6JmdMZlfjrrDWW0JCbdKHWSQLQYLt+n5HGHQGQkqI/vH9SY9I56eCn9pdr5nXJr/Gusp1vLnxzfB3/eP7c+/Iezl7hlAydInqQtforswums0FvS7g420fd3jfE7ucyPUDr+fXol8paiji5sE3C//xg0BVVdxBN1/t/IqRKSPpFdeLPGceuxp2MTZ9LEadEOY2VW3iix1fMKtoFiNTRvLiUS8Con/8Z+F/mLNrDha9hczITC7pcwmKqnD/kvsJqSFi9DF8ddpXrK1cy4dbPuSUbqdwTo9zWFa2jO2126n2VlPqKmVT1SYqvZVtyhdnicNqsJJoS6S4sZhL+lzCqd1OJcIUQb4zn4+3fUytr5bOUZ1x+p3h+aWZThGdhBDqLsWkMxFQWiyJJp2JY7OOpc5fR51PtA2rwUqv2F4ElSDuoJvGQCNj08ZyWvfT2Fi1ke9zv2dT9SZKGkuItcaiQ8dxnY/jqIyj2FG7A1fQxYjkEXy+43PcQTd94/syv3g+6yrXkWBNoEtUF5x+J/n1+WGr3LGZxxJvjWdNxRrSHGk8NeEpfi74mTxnHlHmKH4s+JGcOpFu2iAZWH/J+t+e+W5fdJQVb4/fewEfAONVVfXt8dtVwFUAUalRQ+578z6Wu5bjUTzEGeLwKT62+bYRb4jn/Ljz6W5pu6ILqkHm1M/hx/ofO7y3VbISIkRQDbbpWLcm3YpRMlIeLKckWMI69zq8ipejI4/m2Cihzdwd2M3ixsVs9W6lVq4l25JND0sPMk3CD61BbqAoUMSixkUoKGRbsrHpbJQHy6kKViFzYOakjrBIFvrb+pNmSiPXl8sm7yZi9DFISNTJdaSb0qkOVWPAQIQ+gtJgabvzfa2qOtWYSkWwYp9lGmkfiV1vZ07DnN9c7o6I1kfT2dwZr+KlNlRLZails0pIxBniqA61mPsjdBGcGXsmZp2ZbEs2OnTopSZtjRpkhWsFg22DKQmW8HbV2xglI9cnXs9P9T+xwSPSWJ8cfTK5/lxqQ7X0tPRkfuP88PWvTriaOQ1zyPXnEq2PZqRjJD/X/xz+PVIfSaPcGG4r8YZ4qkPVXOC4gDn+OZQHy0kxpqCX9JQESgC4JP4SNno2ss6zLvzZqrPyeuXrHdZJijGFkY6RTKsTa0WTZEJFbdNOe1t708XchRnOGVyTeE34WladlRH2EcxvnM8oxygK/YU0yo0AJBvFROdTfHQyd2K1ezVjHGPCz59sTOa25Nt4ovQJamWhjb89+XZ8io9XKl8BwCgZeTDtQZ4qewqn7MQqWRnhEPdrrovmd3dZ/GVMq5tGnSwGwt6W3pQHy4kyRHF+3Pk8Xvo4CgpGyUi8IV78po8iQ5+BxWihNFhKdbCagBog3ZTOEPsQGuQG8nx5dDJ1Is4Qx3fO7/bZvkySiYDaMkAbJSOR+khqQjX7PG9PEg2JbdrmnhgwkGXOIt+fT7whnisSriDfn88O3w7We9a3OTbZmEx5sJy+1r78K+FffFLzCVWhKlRVxaf6CKkh4g3xROujyfHnhMva29Ibj+KhMFAYvpYOHUnGJBw6B0E1iE1nY6dvJyEOzE2oq7krKcYUFrsWc3n85fxc/3O78aI1PSw9CKgBCvwFHf6eYkyhLFgGQIw+BhUVp+wM/x6lj6KftR/LXcuRkTkh+gSSjcmsca9hq3crftXPuIhx6NBRHCgm35+PhMQVCVcwwDag3f1yfblYdBbSTb8/MUZ9qB6b3oZRMiKrMktcS2gINXBs1LH84PyBJa4lPJH+BAFPAEdTOnXrosWsyY1jYISeDEcvABZWTCeupJ7/nLeUeSW7yR38HG5HVvsbqgrjFp1LWcqx5Ha/sv3ve8GreHmv6j22+cSCKMOUwa7ALrqau6JDR44/hx6WHtyQdANlgTLciptMcyYP73443BdvS74Nu87OtLpp2HQ2ell74Vf8/Fz/M07ZSYYpg/PizmNewzw2ejbS29qbi+IvwrCHx6OiKixsXIhe0pNmTOPlypcJqkEyTBkMsw8jy5zFosZFrHSvxCSZuCDuAmpDtVSHqult7U28IZ4ZNTMwGoxMjppMdbCaHb4djHaMBiCgBviq9itKg6VcGHchicZEfq3/lROjTyRSH8lbVW/R39qfCZETeKfqHbZ7t3Nd0nW8X/0+DbJwhxxpH0l5sJzCQCHXJ15PT2tPfqn/hfJgOafHnE5IDfHQ7ocIEUKPnnPizsGhc9AgN9DX2pfZDbNZ2LgQCSk8R/a09OTi+ItZ6lpKD0sPssxZeBUvmz2bsegspJnSmNMg5oPjo44npIZ4r/o9PIpQ6ujRk2ZKozhQjIpKlimLiZETmdcwj6JAi1LunNhzGBvR1ppTEhBzW+sxLN4Qz9SoqXxS80m7eTzbks1O384O29Jox2ga5Uai9FG4FTc+xYdf9bPLvys8hkToImhUGtudKyFxWsxpdDV3ZYt3C8tdy/GpPo6OPJo8fx5bve2VVDadjXRTOjp0VIWqaJAbCKqHzpVMQgqP+SoqycZkInQR5Ppz2yycHDoHLsWFVbLiVdsqLMdFjCPNmMYq9yq+P+/7P0cwbjpmHnCHqqqr93bM3lJCryxbyUPLH2J3427Gp49naPJQLux1IZIkcdPcm5hXPI8ocxTj08YztctUrpt9HQ6TA6POGDbFt2ZEyghen/z6IVP7B5UgISUU3sjRTLNf5i+Fv1DmLmNyxmS21m6lV2wv4q3xLNm9hOyYbOKsceQ58+gZ25M6Xx0pjpR2ZVNUBQkp7MYRa4klpITQSTp0ko4VZStYU7GGzdWbWV2xmp6xPdlUuYmuMV2JtcSypWYLXaO7kupIxaK3cFnfy1BUhXp/PZ6gh9Fpo8P3Km4sxqgzsqx0GZ6Qh77xfUm1p7KyfCX94vuxpmINlZ5KChsK2VKzhZEpIxmdOpoEWwKNgUayIrPYWbeTRFsiSbakdqvuSk8ln2//nPVV6wnKwbCGYFfjLrwhLy8d9RIjUkYc9Huo99fz5sY32e3azcNjHuaLHV+EtWXn9DiHs3uczRnTzwgf3zWqK3n1eQD0iu3FGd3P4OnVT+OX/e2ufVKXkzhWPpYho4fw4dYPObnryZS5yrh29rWcmX0m/x3xX1aVr+LyXy4nKzKL70/9Hp2kY0HxAjwhD8d3Pp4dtTvYULWBb3O+5ZYhtzA4cTDnzDiHXGcu1w64lilZU9hYtZGvd36N0+/kg+OFP+SlP18KiBX5q5Nf5YmVT5DrFH55y89fzpqKNWHT8xvHvMG2mm08v/Z5AE7uejIPjn6QOxbcQam7lGcnPEt6RDrf5nzLM6uf4Zr+13BR74uQJIknVz7J8rLl3Dz4ZiZ2msj6yvW8vuF1zulxDuPSx/Hyupd5Z/M7jEwZyfOTnueEb0+gxleDXtLzzIRnuGPhHWE/5Y+O/4iBiQOp8dbwU8FPnJV9FhaDhZASQi/pWbBgQVgjF5AD1Pvr25gNW7OwZCFrK9YyJm0MsirzxfYvmNJ5CvN2zWNz9WYSbYmc3eNsPEEPep2eoUlDSXOksdu1m6KGIu5bch+pjlSu6n8VBfUFvLL+FTIjM5naeSpdo7sSYYpgYMJAJEnCG/JS76+n1ldLz9ieeIIefLKPkBLCorcQbYlGVmQh7OtaTHlBOcjza5+nwlPBLYNvIc2RRoWnggRrAnrdvlPy7mrYxX1L7uOkridxZvaZqKqKN+RlWu40DJKBozOP7lBTWuurpbC+kO4x3Xl91uvkWfJYW7GWbtHdGJc+jo+2fsTgxMHcOexO0hxpnDb9NArqhbD74OgHGZ8+nkUli4izxpFkS6LWV8uLa19kc42IkDAubRz94vuxs24nWVFZTEifwNOrnqYh0MCUrCkMShzE8JThlLvLmZYzjTFpYyh3l/PM6meo9lYzLHkYm6s3t7GiTeo0iSlZUzihywnh74oaijDoDKQ50vZZT4ebJbuXcM3sa3h98usEc4Lh9ulatIhP3txEr0iFLhFCcJ9d9jXxQR3/nTKbtQW7MN5TDkZrxxd+6ygw2uDSGQdVnuYNh6d1P414azzf537PM6ufwRvykhWZxY66HUSbo8MWjAEJA9hQtYH+8f3ZWL2RfvH9cAVdFDUUYTfaaQwIwcdmsHFilxP5cmdLlI4kWxIVngoeHvMwp3Y7tU05puVM4/6l94c/R5gi+PLEL9tk8FNUhVmFs+gT34dOEZ3aPcv+0hjLisyOuh30iu21T1O4oio4/U5iLbF8uu1THl/5OBf1vohbh9yK0+dkt2s3AxMHdnhusyVxfPr4dpr2CndFeJy4qPdFrKtcx4PLHgz/btKZuGvEXby+/vV2WtjWCjebwcZRGUcxIGEAJY0l/Fr0K/WBei7pfQmvbng1fE7fuL6c1+s86nx1nN/z/A43GKqqyi9Fv3DHgjs4v+f5/HvovzHqjXz4y4fMU+cxKnUUl/S5hI+2fsRL614iyZbEf4b9B4B4Wzz1/nqyIrPIiMxod22AOl8d7295H7PezNaarVR7q7m6/9X0S+hHg78Bg85Ap4hO7dy/Wm9arXBX4Jf9RJgi0Ek6gkqQOEtcu3dY7i5nRdkK0iPS8ct+7l50N9kx2dw+9HaMeiOZEZmUe8rxhXyUukrZ1biLkSkjcQfdzN01F4vBwpnZZ/Llji85tduppDpSUVQFWZXbjMMgvAcsBguRpkgeWPoAC0oWcHTG0VzW9zJmFc4iOyabCZ0mtLy/faSEPuSCsSRJnYFiVVVDkiRlAsuA/qqq7nUn0N4EYxBCzwNLH2BF2Qoag6KDNw8KZ2Wfxb0j7w37rJY0lpBkTwoLxnajnXm75jE+fTxmvRmdpDuiowUoqoJO0jF33lyOmnQU8PeJkNBc9kNBpaeSq2ZdRWZkJo+Pexyb0ca0nGlMz5vOyV1P5sQuJ/LQ8odYXb6a9497nyS7cBWxG8Qk4gqKDWhOv5NBiYM6HNz39KtaVrqMzlGdD9hEWe4u5/vc7zm357ltBuvm96WoCrfPv52GQAN3DruTHrE9CMgB7lp0F50iOnHrEOGCsap8FdHmaLrHdKeooYgTp4n0pa9Pfp0xaR2ncf0tdV3nqyPKHIVO0jEtZxovrnsxLGQ1+xee0+Mc7h157z6vs7+J8lAiK3KbPu+X/Rgkw34F1r8TzfW5r36+vXY7L697mZAa4oVJL3S4870x0MjWmq0MShz0m/cyhJQQtb5aEm0ivfi0nGkU1BdwZvaZe52k/wq4g25GfTqK6wZeR4/aHlSnVRNpimRCoDOfPvgrWZEBsqPE/PnT7s+Icdh5euSvrCyrg7taNIAfLy+iqMbNf4/vhU4nwfSbRPKPS3+EjJG/q4xBOUhQCWLUGXl+7fPsatjFyNSRzC+ez/Ky5eglPUvPW8q3Od/y5KonAXjr2LfoH9+fzdWbCSpB+iX0I9IUydub3ubFtS/y3KTnOKrTUZw+/XT0kp6vTvoq3IaCcpCTvjuJSFMktwy+hfe2vMf1A6/fq/C5Nw5Xf6/11RJrif19F6nOhYpN0Oe08FeqqvLoikeZljON/43+H6+tf40SVwlxljieGv8U0/Om833e9zw38TkGJg7k5XUvE22OZlLGJAYktFg9/LIfv+wn0iT8h7/J+YbHxj7GqNRR7QS6vRbPW91mYdxRXTp9TuxG+2+K4PFnEFSCGCTDX0Im+aMF44uAu4AgoAAPqar63b6usy/BuBlVVfnPwv8ws3AmaY404qxxPDfxufAgrNHCHyl8/J050EXD36k+l+xeQqm7lDO7n3lYB589667aW92hxmBP/k51+XdAq89Dw4nTTiQ7Jpvevt68UCGsTXf2vhHlWT8p0R56RwvL2nfFHxGZEsUH/WYzx22F60T651+2lHP1R2sAeO/SYUzqmQi1+fDaGIjPhn/NhcOwIAsqQebsmkO0OZqRKSORFZl7ltxDki0pvHjuiOYN3QDf7PyGB5Y9wIfHf0iaI437l95Pg7+BTdWbeOXoVxifPv43l+8v1z5r84UWf/mrsES8Z65bDom92hzWvAjZWLWR59c+z7UDrmVY8jAUVaHOV0ecNe6gbnsoFFR/ubr8m7Mvwfh3+RR05EahqupHwEe/57odIUkSj417jBsH3UinyPYmGw2Ng+WvsGo91OxNS3yo2bPuDmZzlIbGX41EWyI13hp2+oW/ptVgZbFzDePpS6hVyL2gquAzBIlUVIhMAWC308udX28kO8nBzgoXKwtrhWAc2wXG3ALzH4OPz4CzPwRL5CEtt1Fn5Lis48Kf9To9T4x7Yr/ntbZSHd/5eJ5c9SRf7/yanLqc8IbP83qex7i0/Uej+dtQmw8vDqZdoKxlL8Mpr7T5qlmr2z+hP+9OeTf8vU7SHbRQDEfmXHMk85eIL3ygGHQGTSjW0NDQ0DikxFpi2VG7AzWk0imiEwMSBrCqfBVH6/oTarXBE8mAR+8nQg5CbAp17gBXfbgaWVF586Kh3PT5OtbvcrYcP/pG2Po95M+Dl4fC9SvAenARDw43NqONYzKPYXredAAeGfMIY9LGHHmL3fwFgApdJkJ8D5h4l8hQuOot4VaRORq6TBC/a/yj0VJCa2hoaGj8o4m1xFLjq6EqVEVGZAZdo7tS4anAaIRQU4IPWQ2BZMSl9xEZ9ENkKm8szGd7eSMvnT+IrHg7A9Kj2VjixBNoihxissE1i2DK4+CqgOUdR6v5s2neeKeX9JzU9aQjTyguWAQzbgFLNFz0HUx9SsSbHv9viM6E4uWw+P/gw1OgsfxPLqzGn40mGGtoaGho/PVRZKHZ2xe/cc9MnCWOxkAjVcEq0h3pdI3qKn7QyYSaYvAG1QBgpFHnIkJRwJ7Awp1VjOgcy6QeYq/LKQNTcQdkXp2X13JxnR5GXgudx8OCJ+CDk2DlW1C/+zeV9XAwNGkodw2/i29P+faQbYL+SzHtavFv/7OhtVtDRDLctA5u2wZZTW4jO2aKdhQ6uKyfGkcOR2AP0ND4EwkFwNM+VKCGhsZekINCUKzJ6/h3dw18ei48FAsvD4E3Jwl/0YAHts2AtyfDrhUQ8sObE2H6jS3nbv4WNn7Z8XVbEWsVEQ78qp9EWyKZUSJmvaIP4WsK46hHjyQZceo8RMgKstFBbqWLfukt/rpDs2KZ3CuRr9eUoCithHRJgvO/hM4ToGAh/PRveL4f7F57cHV1mJAkiQt6XUCXqC5/dlEOPQ1l0LAbRt0Axz3Z/nedHiJT4ZIfILE3zLoP3pwAz3QXiVo0/nH8LsFYkiRZkqT1rf6yJEm6YI/vFEmSBh6i8h4+mjUNAXfHv+9eA76GP648Gr+NbTNg2w9/3P1UVWiymv//ynB4bbSY7P/q1OTB0pehyVTcIfv67UBQVXGNoO/IXjAoClRubxlH1n4E7x4Hfte+z9OANe8LQfGlwVC0FErXw9bpok53zhIZ5HbObDm+dC28OAgeS4EvLoCSVeL8Za9A2XpY+yHUFQnz+deXwbf/grpCcW5dkWiLzaz7BLb/1Cb0V6ItkTRHmogfbwhSGxDtNt+1ESQjTr2bCEWh2GsiICv0SW0bG/fE/qmUN/hYV+xs+5xGK1z4LVw5F4x2UGV4a5IYs/5uuGtg4dNQ1RRNylUFM26Fso37Pu/PoHCx+LfvGaDbh8gjSXDSixBohLIN4HMK94vfOwb+XenI+uJv/EfUx+/dfOdVVXXgHt8VAp8ASJLUD/heVdX1v/M+h4acX4Vm4piHIKGH+BzdSWgevroEYrJEJ+p3JvQ5Hco3is8GC+T+CpHpYmVZvVPEpZz8AEh6qN4BRcuE474jEZL6wt8kriBBH2z8HDJGC58r+2HyLVNVkANgaB9Dda/4G8HkAFelqPPUgUKQS+oDXY8SPntfXgLWaLHary8REyXAJTOg8zihWbIniHd4KN5J6XpwFkHvU0S5pt8oJubLZ0HIC3VNWcO2/SCOmfcodJ8CGU2JS0rXiUl/0t17L4+iiMk/PlvsYi/fDKvehmMeBEtUx+fsSdAnFnn2Vjuo3dWw/lNhTjRHCsHNXQlRaSKW57JXYcOncOrrkNxXCCkfnARXzIK0Ifu/Z8ADP90BObNgwp0w+BL46FRx3+R+sPlrRplioKgfHPNwUz/5m+z/bb1w3j4DYrtCY5nYSKWERNubfgPojNDvLFGPIJI8DLlU/MkB0Vb/qahqixl73cdgjRV9ee4j4EgSv793fMvxBguEmoTYYx6G3auhx1Qh8K7/GKIzYNK9EPQIAaZ8IyT2gcotot3V5oPeJOp98XOQORamXQVRneCcj0XYru+vAyDumpasn4m2RMx6M3HWOPx6P4qkY2XEPAoLV6MzD8FtChCpKCwpCSBJFkZ0bhtP96heiRj1El+s2sWQzD022ukNkD4E7syHhU+JPvfVpTDxPzDkMlEn+xLe/mxyZgslUf582LVUvLtjH4WGUlj9rvht1I1iIZM2FJO/g7juclDMm3/UcxYuAnMUpLTPrtiO9KEw9lbhi2yPh++vF77HDaXQ/Vjocdx+L/GXwNfw2yOghAIw8w7Y8p2YQ+0J0GkkJPWG96aKeux/DsR2FpFX6ksguT8YLeL84lXi3gk9xOfGpiQ4JofQzstBKFkt+mb9LtGmRl4j5ojDQfPY7akV8++CJ8UiaR8c7pTQjwGqqqr37Os6AzKj1Q33j4DjHoe0wQdfkJo8MdE7Os6gFealIVDT5KOW1BcqNrc/xhINQS90kAXtgInrJgb8hlLhV7b2I+g0XHSszDEQ361lkgh6oWq7mATc1aIhOovB7BCTbuvJ5ADZa7xDv0s8f9AjJpzCJbDomZbfTRFwwrNC+OpxnGjAM24RPleZY+CMd8BdJf50BhH7cdt0oak591PxfeU20fgcicIMNfQyUR8z74TtP4pg96mDOo7pWZMHS18Cf4PQ8JRthFahkjBYhfAJohP5G1s0QRd+K7QXv/xXfO5xguhsH5wkPvc+RYRLAihZI96P0SLqJOASvmYd0VBK7XvnEnvM7WJh9LZInMJF02DateBq2qgx9AoxMZdvFnUTkSwWXXlzxe/9zxHHfHCSaFtTn4Hh/xLPbI0RixIAOQTvThFCwKCL4JSX4Z0pYnPIUfeJzSKqKsyxSX1bBN/V78GWb+HCaSDphGCwazlc9pMQVKM6wco3oHyTMCk6i1o063HdxMLipSGibcRkwQ1r4NOzIW8ODLwAjn9SxP3c9oOou2aTZMEC0cYdiWKSXPh0x/XYEUYbnP0RdJ3022K8tu4bQZ9o28l9xWdFFvWwt74jh8Q9W//uqhTvsLFCTAb+BvDVi+f74kIh+LurWtpga+K6tYwtzdjiwLNHeuqIFNG/Gkqhx/Ew9ekDX+y0xl0N26azugyGnniZEM5DfjFugFiol60HcwQMOL9FCDmY8URVRSirHlMhrsnndvca8NQBqlisHXWvaMOWSLGQi+ogfbOqws6fYf4Tor+OvkG0lWZMDrh6oXAr+PZfoq9EJMOS58Xvl/0MmaPaXjPoE/1MbxDj1AsDxSLvuuUw+38tbfvE58U7Xd0UcssWJ8Zcc4Rof00L2V2nvcwJ658CYNrJ0+gW043Tp5/O8XN60VhVRWKmg4r8nRgsY/h+8DRuCJbwXeARTGn9ePuSYe0e+YHpW/hgWSHzbp9IVrx973VcnQtvjIdgK0tl9nGi3JEpsPAZsQDof/ber9EaRTkwgdPfKNq2yX7gUTKWvwY/39XyecJ/xBhTsGCvp4T0dgx9TxZz7dDLISJVvGN/g1g4H/uIUBAEvS1j4KGicIlYHM19GNKHwbmfHNz5qirG0fz54rPRBlfOFuNE0VKh3PitYdjkkBhbq3eKMfOo+8T8sI93t984xr568byuSjF2G21iY6G3DkZdL+aBgEsIzYMvFhFTdHohyG78omWBn/vrwT+PzgD9zxUL/2Uvi+/siUIRVl/cclxEilAo7En2cXD+Fwd/344oWQ2VW6HbZKH8cTYl4TFHgb8+fJj0YMNhS/AhA5uaPhaoqnraHr/nAaeoqtqBBNrC0FSDuvqqpsHDYIGj7xeT8YFoVwJueCxV/P+27bDpK1Hxo64XL0GRhckqfz58di50mSRC5wAk9IKqbWICPepeMRkOvFAIOyWrmibIeOh2tDB9VWwSwprJLgTdhU+L1Y4kwYBzRaOs3w0lK/dXc2K11PsUqMkRgmQzzRoPEOXSGYQWqvfJQvjf+DlkHy9Czfxyj9BoH/uQMBEOOBe2/0jt2u+JtZtg4PlCe1W4SAhS6z8V5qEDIX2YqLvSVj5w1hjRyZqJTIeGkgO7XmuMduhzqniGBU/BpHuEVuej06C2Az/D6Eyx2gs0CoG4fFPLb0ffL4TC5s6X3F8IMsteFu/TXdVy7FXzWwaNAefBsCvho9PFbzeuERroX++H096AXctg/uNCUGwWvkEMNkGP+L/OCJdMhxVvwNbvxHfHPSG0PtOuEp+jMsQkX75JCFRGuxD2E3rC6W/BqyMgMk2UteskSB0MX14kzjVHwu3b4akuYiGTOUYIuvkL4MOTxTHnfS7a5PzHxOdzPwWvM6wJwxoL3j1cGHRGUYZRN0D2FPjwVNEeQ16xoNjxI4y/Uyya1CazmSNJ1E8zAy+E8g0t72LYlSIsVVx3OPsDEQZp/SdicPI3iknm6PvZvGIOfckRgkubRY9FaCLOfE9cJ+gR/U5VxLk1udDrZLFgSO4nFnHTbxDPntRb+JKqstAEOHeJ/guiPlMHCUtP9hTxvdcpJsvmZ7PGiAVS6/LsiaRrOX7YleK+ldtEm2xm6OWiXc1/QpT3mkXifb88RLShzLFQtLjtdUdeJ4TnHT8LS9Wo60V7MFqE0LH1eyFAL/o/0ReT+glhsHmyhrZtEtq3e4DzvoBNX0LePLERbOS14ntPrRB2VUXcP+QXz7X8VfFuK5t8LM/+EDZ8IdrGvuh9qhBw+50BFU3jWE1ex/26mXM+gV4iYyP+RiG0gljo1hVB9rH7vmfzc3hqhdJBkUUb2LVcjH+NpcKf15HUIth8cpboU8c9AXMfxpU5ilHe9QAsOW8JkaZIrpx1Jf1+iUIp92FzuHA5azDYjuazER/xSEMp99c+ydUnT+CS0VntilPq9DL6ibnce0Ivrhy3H79dRRYCWMHCtt+bIlra10kvCivZN1cKoWbQBW2PLd8Ecx8VbeSqBUKortgq3lfaENEmK7dD92NEm/v6UlFHIBZOxzzUsWLJWdy0sE4Xmu3EXmJ8TR8OPacKgXblm6LsR/9P3L86R/RVfyPeb67HGqgWQldHhMcVSSgbXBViAT7oIhh13b7rbV/IQXi8U8si9uyPxBx6sPgbhdBosAprWNBDOA7y2FuF1fg3KK9Y+jLM2kNfOPI6mPJY22vVl4ixrb6YpfqRjJ7SpOksWiruG5UuxlJXOWz6umOhc1/ozS1KwGbFk94kxpxTXhHKLF+D0AyXrhVywcKnoWhJ2+uYI8UYEnCJuU1nEP1ebxSLIBDjcNUOoT321Ij7jLlZXC+5vxgvD4SAW2ihY7uIPv7THWJ8scc3yQlN7muOZFEvCT2F8tEcJaz63Y+FhU8h3br5j8t81+q3EcDbqqp2qB+XJOkq4CqA1MTYIT++/j/6b3wQndrSgVYPeQ5XxN4HlYiGHAavvRMJMWGpTdnLAWSdCUVnxhhqbHPO2kFPouiMGION1MUOxBB0ETLYf/vKryNUlZi69QzY+AAAq4a+QLRzEwFTNImVi0moXt7+FHTh52hNwBiJKXhofJvrI4VpQ9GZCRoj8VpTKE09Dr85FkPIQ58tT9IY0Y2YuvVEuPIBUY/LR75FYuVikirmYfOUYZCFdqPR0RVFZyCqQfiZFWWchSrpCRodRNVvwxByo0oG9LKPXRmnYfOUklX4KQa5vcat+fnrI3sQNEbSGNGNmrihGIMuGiK7I6kqdvcu6qN6YfZX0z3nDbzWNAo6n09s7Vr6bhFB7dcPeJiQwc7QNbcBsLHf/fjN8Qxa9x90SpCQwYEp6ETWWZD1pnDdBoxRmIL17coFsDPlVBK8+cQ4N7Ij+1oCphhSS3+mJP1k6mIHkVC5mD5bhaZ08ZiPCRkcZO98FUVnIrf7vwDIKPqSLgWfsLP71YBEds7r+E1xmAM17e7nMyeS1/VS+mx9ioKs8+lc+CluWzo2Tyl5XS+lW15LwHmvJRmrryW8UF10Xyy+SkKGCHK6X03fzY9iDDZSmHUuzuh+WHzl9NouMj6tHfQEDVG9GLT2LqIaRFD/JaM/YMiaf2PxV+E3xbCt120M3HAfAC57Jpv73kPfzY/hcBcCUJkwhsSqlkFy5bCX8Nj3nv7X5XLhcDjQyX4SqpbRa/tzez32QFGRqIkbik4JEFu34TdfpyZ2MM7ofhhCbkwBJz5LAm57BqmlsyjMOgefJRGzv5bGyO4ASEoQSZXpkv8hqaU/s27Qk+HfWmPy1+JwFVAbNwRD0MXYJRfgN8ViDnTsc+2M6oMzug9ZRW03jTU6uoT7JUB13DD0vjokg4no+rabhFz2TFyOzkQ7t2LxVx7Q8weM0ZiCzn0eU5J2ElZvKS5HZ5zRfckq/Czc//dFVfxIKpIm4LMk4nAV0hjRHVOgjobIbGSD7YDK93sw+yoJmGJQmxI36GQfOiVEyOig57bniKldx9CmTXQvZryIJEm8V/UenZeZiKq0oYYKUFUFo30q74x7nTcryrnS+Qq3jIyla3TH1o7/LvKQYNVx21DL/guoKoCYg9J2z6B77tsA+MzxGIMN6JWWCAlBQwTrBj1Ol/yP0Mte8rpexqB1/0WvCLeT3K6XoVMCZBZ9jV45MMtnVfwItvS9u12dDV57J+aAUIaE9HbWD3xkn3Pynngaaom0GtApMvHVy7G7d1Hc6VQcrgL6bnm8zbGyzoROCYXnwaKMM2mIzMZnScbtyDzgewJkFXxKVpHQQPrM8awY8Xr43f9WzL4q+m5+lAhXQZvvfeY4KpImUpF0FAFTNCHjXo3oYQau+2+4zxZlnInZX01yxXyChgjKkyehSgYkVaFTyXdtzquJHUJkww6MofZ7FxTJgM+SiM1bSnXcCBoiu2MIuShNPY746hXUxg7Ga00lojGH9JIZ2DzFBI1RyHor5cmTqI0djNJBuvgOUWVAwhSoJ2h0tOpX/pZrtF4wNP+/6V9JkQEFVWeka+7bdCr5gaWj3idksGEMNtBz+4s0RGYDEvVRvWmI7I7dXUz3nDfCc09HVCaMJWCKIn23WMDndbmE4k6nkVi5CLc9M9yOjIEGxk455U8RjJ8DqlRVfWx/1wmnhA76xEril7uFBs7kgFu3dKw5rs0XMQebV73D/iUCdUemCY3OnAfbnzPyemG6+aN8m1xVwryX1KflO1UVWt74bOGrGPSI8hqtQpNRsFCYztKGtjV/Vm4VWqvmFXV9CUz8L2SNFf5zq94WWtehV5Dj1NF98HhhQmw2bZ/+9v43H7TG6xT+VT1PEJrn1uX/7jrhatH7FPGdp1bce2/uCHtSXyJ2lrsrhUat2Yw44lo4fv9Zm9qhqrDmPeEnndhTfF70rDATjW1Ki1q4GN4/QZh3uk1u8QE9/0ux4t7wuXgnzdr6cf8WGkxHIvPzfUwcP15opaMz2i+i5CB8e5XQzIy+oeMyKjLUFgiNVsAD7xwjzIuT7hXavcReQqvjKhf+lEMvgyc7Cy2mJQou+Fq4YTT7XJ73uXimZrPVxd+L1fjMO8XnC76B7pPFuwn5hMa0mQ1fCBPepHtEe9i9VtTf6JtF+co3w+p3hFY4fYjQRk2/Sbg6ZYwUlofvroWeJwpfzZJV4nnShsK/5rAv2pkDFVn0eYNFWFo2fS20B0l9hKWjcLGw/MgB4T7grhLaAXOk0Bhc8JXwV2x2KSnbIHy4J9wpXIAiU4Wpt65QlDsiRZjTR1wNgy4U5wQ8worU/djf5oeuqsISc6AmaV+D6O+VW4W2vvsxcOJzsORFEc6rmV4niXeQO1v41w84T/w/o8mtwBLZUp+KLDQzBovQVif1bZmIipaIMTUUgAu/FhaHyq1Cs4wqtH4LmlxjdAbRju0Jwv2m/1liTF3wpBhr9uabp8jClLvkBRhyiRirzJHClaj3KX/tPRdrP4TpN9Kvs1jQbbpEWEEeX/E41d9tIb04CSUohH+j/RTemvAin+8u5xTXe2x+8Hgsxo4F4wemb+GzlbtYctdRxDsOYm+FIgvXk5QBYIsHT7VILe1ziv0KOb90fN5R9wq3vWbTcfcpQnOcN1do8gddKN7LijfE/Hnmu2I++eVu0a6uXgQp/cW5zl0iW5+rQmiTncVCo9l6z8IBsE/zf9FS8RfbWVh2Pj1b9O9TXoHPW805ehNcOUf029K1wtIb320f9afAs9nCvencpnH+ULlpKAoUr4D47vD20W2tic2MvxOOukfMvRVbhWVw/mNC+3zso2Kz6cw7YOxtoo+nDBQLoxWvw+wH2luuRl4PCdnIP97RZoGEOUq4jnU/BroeLcZMnf7A3Wn+Kmz4osXCeiDozaL+64vF3o0R14g+E5XeMjdv/lZYfac8vtd9LPtKCX1YBGNJknTALmC8qqr57c9sS1gwbkZRhEvEtKuFS8WxD7fywQyKifSto4UZ/5iHmhzD+whf154niMYiB4W58/vrhRP4iKtFZpsjlaBXuGR0Gsn8hQtbBqPN30BM59/mu304ae3j6akV/rEDzhNuKoeLmjxhutPpxUQf1020L0lqGUycxcL1oNVGjcOSo14OiQVBa//Syu2w+WuRRtbsgGnXwIbP4JRXhenUWSzaeJ/TxGY+v0v4g0WkCIFVVYWLgM4o3FQOVxpSVRWm/E7DW95X7mwhUO1HOPzddRlwi00hfU8XwuXfnT0nMU8tfH6BMPs2uzvsg0PWNpe/JtwWjnv88LWbvyq1BfDiQOaNuYoipQ+Xjj0RbHG8vvENVn7zM/0LeiAHxILZbDuTNyY+y3fFdVxr/4RZt07Y62VzKho55rmF3H9iby4f2/n3lbE6VyxwBp4vNi4ueEq4GiT2gk/OFkLjzeuFO8XyV8Tm0OtXHtjmVq8TnusrXCPSh4nFaPFK0dfO+wyyxvzmYh9U+2yO8KM3iHey+l3h2z7vMSEwN7symRzClzwyTSyYmzd9FS6Gxc+LsXDuw0IZ1P+s31z2A+brK8Q4qNMLxVZtgXB7afbVzRonFvl7cs2Slj0RzdQWCHfFyq3w4+1w2czw3D1//nwmdo8QLjYJ2Yf5of5AFFnsJ5j7iHjHEanCRTKxp5jzipaI9586uGWjePN5v2VvShN/hmA8EXhCVdWRB3KddoJxM9NvgrUfiP9nHyc0Ujt+avF7PfV1GHjebyz9kcthEeT+wfxp9RnyNy12RhwxworWNg8tWn0eIl4cDIm9WBkxheGrRBzkL0ddwtdrchi9fTCyX7joWO3n8O6EZ/ihyM19mZ91uPGuNce/sIicikZevWAwx/Y5QIvawdJQ2uRvmia0kjt+Fv6c+9Kq7sm3V4v9K81kjhV7Vw4kGs0+OCTts2qnsGg1lIp0zTNuaflNb4Jux8DwK8UelWYkPdyRe+g39O0PXz3MflBo/K0xYn/Mnn75pgg44+39R7iQg20sLUd8X6/NF8/cHM3iMLMvwfh3xUramxuFqqrzgQMSivfJic+JjvDNFaKh7fy55beYzkJrpKFxpGIwC+2HhobG4SUqHVyVxIRa4vDG5M7DZUkEWoQTCT2dJCMuxUpCxP59h2+Y1I3rP13LDZ+u4+trR9E/PfrQl721m5Q54rdpSTsNaxGM/1N44G5BfwQJ2cKS0cy6j8UmXBAa4x0/tmyo732qcMPMGPXHC8UgLIAn/h/wfy3fzXkIcufAqa+KqFcRyQem6fwrux8dDmL/Osll/tpBRHV6IfzGZwsV+5r3hH/chd80xaY9CL8tDQ0NDQ2NjnAkQslq7PIuEcllzM3ELH6M+qhokFqmSUnSEa9I1Ck2kiL3P/+c0D+FPqkTOeHFRZz52jJ+unks3RIjDuOD/Eb6nSVclEZe+9cSijvizHeFa4LRKkIJfnGRcKO49CcRhzilv4iK8Vfh6PvFn8bfhr+2YNxMsx/Oib9/B7uGhoaGxpGJrKjoJJHi+KCwJ4C7GrMUIzbYJvUlVpbxGwNIrQRjVYIYOUSDGiVCYh4AWfF2frhxLMc+t5DJ/7eQ+f/eT2zjPwNLFFz6N8nAF5Mp/po5+0OxMbFZcz7u9j+lWL+VykYfiQdgfdD44/gbbV3U0NDQ0PgnoygqzftifEGZ/CoXX64qpsEXpLjWw4jH5nD3tJY459+t281Xq4v3drkWbLEQaMTmKRWJeaIziJEVQvoALfojCUUKEB0M0YCdSMuBm7q7JDh4/HQRuXTiM/PpdvdP3NOqnBq/A5OtrTvJ3wBZUVmSW82CnVUMf3QOT/28/c8ukkYr/h4aY41/JKqqHrTmx+0PEQgpxBygNudQ4wmE8Af/vPsfDDUuP1vLGhjbLf7gNWwaGoeQzbvrSY6ytAtrFggplNR5+HTFLt5bWoiqqugkiYGdotlZ0UiDT8S9X1FQi1EvUe3y89nKYm6dnE2DL8QtX6wHYFz3BJKjLFQ2+gjJKqnRIqJJs5AtmUV0GKuvXCTliUwhSlFQJZnmaVJCT0jyEx300ahaSbcc3PR51tBOmAw6bv58PSFF5ZMVu9DrJO47sTdGvaaj+ifx6Yoi7vt+S/jzq/PzSIq0dJgsRuOP54B6oyRJp0mSpEqS1LPpc5YkSV5Jkta3+jNJknSKJEkbmz6vliRp7OEt/sFTVu+lsNq9/wM1/nBUVaXa5cflD/HFql1MeHo+ry/I4+PlRczaUo6iqORUNIYnM6cnwAuzc3h9QV74/GOfW8jIx+fgC8p/SJmdngDby0WSkJCsMO7JeZz08mJkpeNoL55AiOJaT4e/NbO6sJaz31jGmiIRWP/9JQWc/9Zy3P69ZI8CXP621w2EFLyBvdfBjnIRSuqid1YyY6PIllRc6+GRGVv5aVNL9qRAqH3SmX1R4/LT6NtHBrkjAKcnQEjed724/CHm7ajk90T9+aewNK+aE19azNBHZvPRskIe/2kbz8/eSUWDj1u+WMdRzy7g7cUFyIqKUa9jXPd4VhfV0eALcf2krgzsFM03a0v4fFUx47NF9rZp63bz9qKWSKEfLy+ivN7Hcc8vYuIz86l1BwjKCue/tYLbvtwgUlo3E50B5gh0pggidAZ0TYk3JIwEdQFsIT+N2Ii0HvzmqFMGprH8v0dzwyQRMeLDZUV8uKzod9TeX4dqlx+ladwLyspe+4jTE2BnRSPztovEM6qqsrHEiScQQlVVHvxhC/d/vzn8m6vVuBcI7f26W0rreWD6lvB4/N263by1sG20WE+g5VorC2r5YtWu3/i0v4/FudUAXDYmi/cuHcb47AQemrGVT1YcGW3h786BLnnPAxYD5wIPNH2Xp6rqwNYHSZI0B5iuqqoqSVJ/4Eug5/4uHlTg27UlTMhOIO5gAqE3EQgp6HUSet2+tV6vL8jj/2btRFFVnjtnIN+v303v1CiuGt+FRTurmLu9krnbK+ma4OD2Y7PxhRQcZgODOkXz7brd9EqJoKLBh0Gno6TOy9hu8WTE2VAUleX5NaTFWEmJsmIy/P7VvxgkwGbSs7Gkns4JdgIhhRpXgB7Jh2bzhi8ok1Ph4qs1xfRJjaRbooMhmW138qqqSkhRWVVQy/DOsRgOo2bj1fl5PP1L27B9T8xsMTGZDTr8TYLaY6f1Y/6OSmZtFWmKx3aLxx+S2e0UWfUW7KxiaGYML87J4YT+qWQnOYi2CS1uQbWbjFjbfttLM1UeBUVR0ekkdlY04g3IDOgUTaMvyDHPLaSq0c/COyaRX+2ixh0ANyzLq2Fs93jW7aqjU6yNeIcZWVE5/dWl5FW5mHXrBDJjbfy6rYJuiQ66JogAL96AzJUfrsbpCfLS3Bzev2w4T/68A29QZt6OSk7sL0yGxbUezAYdiZEWgrLC0c/Op9oVYPU9k7Ga9Jzw4iICssKvt07AYtSzs6KRV+flEu8wc8dxPXhncX548fD+0kJOGpDKjZ+tY32xE+OyQib1SOTrtSU8MmMrL5036IBCTe2q8TDl+YWoqHx8xQiGZsXyzRqRMvyMIem4/SHq/WqHlgBZUQ/4fXSEqqrUugPYzYa9Jlw4UPwhGYNO16Y8zQLuu0sKeern7UzqkcjrFw1p83telZtuieI9PvrjVj5bWcw1E7py1/H7HQLDhGQFFQ5Ig+j0BPYqeDeXJyvOdlj77MHQ3N5av59ASOHZWTsBSI2ytNGiPT87BwCjXuKjK0YgKyqDM2KwmvQsz69hS2kDl4/J4pyhXi7/YBVDM2N4+NS+XPLuSl6ck4M/pHDxqEzK6n28PC+XHzaWUusWCRK+XlNMnSfIsnyRefLOziZSmm8c3Un8a4/DhoQIyw+gJ2AIYFZkSlUbEQepMW4mOcrCv6f04IT+KTz4wxYenrGVoho3nePtLM6p5uLRWUxoEvC9ARmLUfeXtOh4AzJWk3iXC3dWcdn7qziuTzJnDk3n/u834w3IDE9QWRPYwdpdddwztTcAp76yhECTcPvkGf2odgV4+pcdnDQglYGdonlvSSEA5w7L4IU5O5m/o4pvrh2N2aDjjNeWclTPRJ4/dxAgxhyjQaLWHeCM15biCyosya3mhxvHhq0FgzKiGdApmkd/3Mb7Swu56ahuTOmbzNlvLAOgf3o0vVJaLYwOM/XeIGuK6jh1YCr/O0kk/xrYKZprP1nDPdNEvbVOI+4LyoT2omg5XNS6AxTVuJEkic5xdiKtBgKywperihnVNT48zv0eQrKQ235r2651B8ipaCS/2s1pg9IOaNxv9AV5bX4ek3sn7fO4/fZsSZIcwBhgEjCdFsG4Haqqts5TaCecVHzf7HYpYtXeRN+0SHomR3LZmCz6pEbt40wxAZzyyhJ6JkfwxBn9ePyn7TR4g5w/IoMhmTH4QwoBWQiUT8zcTtcEO3lVbm78bB0As7dV8uKcnKZnhZ7JkawsrOWcN9unbd4Ts0FoL1YU1NLYZNIz6CQmZCcwpW8yZwxOp9YdQEUl1mai1Omj2u0nzm4iM84ensxnbi7HF5TJrXRR7w1SWONhW1nbNND906OocQXY7fRy6sBUhneOY+72SvqnR3HusE5UuwJkxduwmQwoqtqhQ39Vo58atx+jXseuWg9PztzO9vK2KbP7pEbiMBu478TebChx8tKcXMobRLa10wel8dCpfXGYDaiqSpXLz+Kcagqr3QzMiKakzkt6jJWjerY0OkVR2VxaT6nTx4+byrjvhF4kRrbfaFDrDvDcr2KC1OskJvVIZFTXOKoa/UzqkcDPW8rDAyYQ9iM8Z2gnvlhdzKKcatbuqiPCbMATlPl5cznL82v4YFkRHywrIt5hZvF/JrGltJ4zXlvG5WM6c/9JvdlZ0UijL8SQzI53Yr+/pIAHFnpZ69tEv7Ro7vluE6oKn/1rJG8szKOqUaRc/X79bnIqXViNelRUvllbQmm9lzu/3kinWCszbx7PhmJnuL4/XVFESpSVh2ZsJSnSzLx/TyQQUpi9rRKnJ0jP5AhW5NfiDcj4Q0KgmLWlghP7p/L1mhL+/dUGTAYd318/htVFdVQ0iHL8uq0Cb0Amr0pYRV6ck0NKlIWHf9wW1v4mRpr5dWsFx/ROoldKJE/M3M6aolrWFzsZnhXLysJa5m6v5KEfthCUVV6dn8cxvZN4a1E+Hywt4sKRmVw7sWv4ua1GPcf2SWbW1nK8TcLPma8v47Zjsvm/pnda6w7wzdoStpd7uHneT0gSjOgcy1lDOvHzlnJmb6ugf3o0Y7vF4fQEyal0ccvk7ozqEsem3fUU1njomRzBrC3lnDIwjbRoK3lVLlYV1uENyvzfrB24AzJ2k57rJnXDYTaQFW9nQnYCLn+IWleAjDiRelhVVebvqCKvykWtO0C1y487IGM26Gjwhpi9TSy2UqMs3Htib7aVNfDt2t2UN/jCloCft5TT74FfsBr13HV8TzwBmXu/24zFqOOti4fyzdrdgFiMB0IKvVIiqHEHMOgkIi1GPlu1i/HdE7hiXGc2ldTz69YKtpY1sLKglp7JEfzn+J68PDeXnRWN4UVTQbWbnskRDM2KYW2Rk2X5NQxM0DNyjEy1y09upYstpfUMyYzlnmmbyK920y8tiifO6Eef1CgCIYWFO6uIdZiIsZmIc5goqvYQUhQGZbRv/25/iEvfW0mMzcSzZw/AbjJQ4w7g8od4fX4e1S4/V4zrTGWDH29QZkzX+HAd74kvKHPKy0vIr3ZxVM9EDHqdGDc6RbOmqI6HT+nDyC5xXPD2Ck4bnMbUvimc8opINb7ozqNIjmo7ZozsEsfILiILW0acjdm3tSTaePKM/tz//WaCssoNk7pRXOdh9rYKalwB3r9sGC/NzeWxn8SCe0y3OJbk1rC0OEA4p19Uk2BsjcWmNqA3iPvodA68pgBmVaURGxEH4WPcEb1SInnv0uFc8/GasNbYpNexMKeKh07pS607wItzchjeOZaXzx9MjcvPrV9u4LxhnTh3ePu0680Wo06xhyfFtqyovL4gj5I6D2aDng+WFZIaZeX8ERl8vLwIWVH5cVMZP24qw6iXyIqzM7PABYW5qCpMfbElycVlY7J4b0kh//mmxc/6hw2l/LChlJ7JEeRWutocf/e0TVQ2+GnwhfhufSnXT+rGumInd32zEbNBj14nEWU1ct3ETP7v151c+PaK8Ln3fb+Fyb0SeX9pIQAvzs3lxbm5WIw6fEGFaet20zM5gvXFTqpdAY7Zj9C0NzbvrueZWTs4pncSF4zI5Os1Jfy6tTz8Ludur2TOtgrW7nICtJlzYuwmPrpiBDd9to5HftyG2y9z7cSuyIrKBW8vJ6fCxQ0DDExsOr4j5YKqqhTVeFiUW837SwpweoJcPrYzVY1+TAbR31KjrSRHWThrSHpYCZlb6eL1BWIuG5YVg04n8dTPbRVUZoMOu9kQXlimRFkY1z2eKKuRRTnVDMmMYe0uJ3oduP0yXRMcnDusE0vyqpm/o4r+6VF0S3Bw0ahM9DqJL1YV88iP2wA4ZWAqdrOBUwemMbxzLDkVjSzKqeaE/ilUNfpp8AVRFNhe3oDLH8LtDxGUVT5eXhReMPz32008fEof+qVH4w3ImAwSAzvF8MuWcmRFpVdKBIXVHl5bkMeaojpenZ+3z3e53wQfkiRdCExSVfUKSZKWAjcAtcA2oLn2lqiqen3T8acBjwOJwAmqqi7by3WvAq4CsCZlDZl8x2tsrBKTaqRJwhtSCSrQP0HP1M5Gesa2Xw1UuBXml4SYWSBMt8OT9awsbzEfm/Xg38Oa/OBoC06/yoYqmSSbjjK3gl6CXrF6+sXrMRskKtwK3+UGqPWpJNt1lLsVZBUGJeoJKeAwSRQ3iHsDmPQwNMmAQQdbqmVqfPtfD6Q6JLxBqPO3PdZuhHirjowIHZ6QikGCzTUy7gOwTuskGJGiZ1mpeOhYi8S4NAO7XQqrKzo2q/eO03FaNxNGHczID5Jfr1C7R/kjTdAQ6PD0Dom1SKTYJQrqFQIyhPaojggjDEkycFFvEz4ZrAaYVRji8x0B7hlhId4qEWNpr+UqdSlEmCR21Mq8vN5Pok3i7uEWnlrlw2yQKG5UOKqTAU8IVpaHkACDDjzB9iu0JJtEl2gdy0plJODuERbmFgeRm9pcmUslwSbxwZZAm3PtxrbXu6S3iSWlIWp9Ko0BlXFpBvQ6+LWovdtDok2i3q/SPUZPcaOCwwi7XS1XN+tBViHeInFyNxNvbvRzZT8Tb28KYNKDXoK7R1j531IvnSJ0lDQqDEjQk+OUSbXrKHUr9I3XU+oSO/PTHToW7RblkIDbh5qZWRBkS40QkK8faKZThI67FnlJd0iUuFT+M8zCk6t84TJNyTLwS2GIUakt7QrgnhEWKj0Kb20SDePOYRZ+zA9Q41O5pLeZ59b4COzF28BqAG8HXiFxFincdwxS+3bTjE4SPmCtf093SAxPMTC/ONSm/SbbJTxBaAio6CVIdegobjw495BmHEZx/q1DLEzLCZDjVCioV7DowWKQcLbqyxLw8Bgr3+QEWF8pH5iGYA+sBpG3wWaUcAdVOkXoyHWKsusl6B6jY3vt3p8lM1JHnU/BE4IHRlmZVRRkYUnH7jhJNolL+5j5IT+ArEBxoziv9e9Wg0RhQ8v99JJor63LOyLFQGG9QvcYHRM7GYkySRTUy3yyLUC5RyXOIlHrU9vUx6hUPVf3b79YLncruIIq3aJ/nwUAxPPEmCUcJomGgMqS3SGizRIjU/Q8tsJHWrCQ9+W7AFg85hNCRgf9Nj7EdbZqJqy8h4iaDXgi+pKTnMfEuFeZWXclJx51FFbDodHk5jplKtwK/RIMvLjWF37PzVePMEFABp8MJh08Ps7K5hoZWYGRKQZmFgT5IT+IXoJnJliJNEksLg2xq0Hh2Ewjm2tk8pwKBfUyp3c30StWz+xdQdZVyhyXZWRUasc6spAi5mGrQeKbnAA/5LVMRFaD6LMlLhUJuHmwmTqfSrFL4czuJmxGibxKF3a7DVmFb3YGWFspc1IXI2dkm1hQHGRmQZAUh44Le5mYVRhkWZnMv4eaaQioPL/GT594PX3j9XyyTYwzF/c28dXOQHj8SLZLVLhFe7q0j4mhSQZunudBVmFCuoE+8XpeXS+UBsk2iVuGWFhRFsIbguM6G3hvc4DCBoV0hxQeF/873EJWlI6cOoXecTp0HQiguU6FOp9K33g97qDK+1v84fMB+sTpwp/7x+up8ChUeESrH5yop0esnqMzDBj2sJL5Qiq3L/DgDsK4NAMVHoWddeI6Jp3KtQMtFDUo/JgfJNmu48p+JgrrFWbvCu11XDPqhFXeoBPjSXOfTXcIK3tRQ/vzzHo4v6cJh0mi3K2wsUpGkoScU9SghOeVg6H5Sfc1FvaN17O5+sDcICOMcFJXEz8XBtvJLM2/N+4hN+kk6B2rZ3ONTNGTJ/72zHeSJP0IPK+q6q+SJN0EdAJeAWaoqtp3H+eNB+5XVXXyfp4vnPkuKCt4AjJRViP1niD3T9/M9+tLsZn0/HrbBNKiW1LAbt5dz0XvrKDOI548xmakzhNkZJdYHjqlL5+vLObdJQVt7nPBiAweObXvITFL+UMyby7I5/h+KW3MCr6gzIyNZby9KD+sHTTqJSxGPWc3bb6YuakMk0HHzgqhYL/56O6kRFk4rm9y2Ny/J9vLG3B6gozoHMtzs3OIsRk5fVA6JU4Pn63cxddrSvAFWxp4vMNEarSVjSX14e+6Jti5eFQWTk+QCIuBIZkxDOgU3e5eHy8vorLBhwoMzoxhUo9EANYXO3nsp22sLKgFIC3aytlDO2HQS5TVe4mwGHlrYT4mg470GCv906OJsBiId5jxBmQ2l9Yzf0fVXut0cEY03153YOlHW5sYn/llBy/PywXgq2tGoShqWOP/weXDGdM1jinPLwxrUXsmR7TTlO+NGJuRB0cYienSl/J6HyM6x/H24nw+XFbEZWOy+N9JfXhrYT6P/iRWv7NuHU9GrI3z3lpOvTfIDzeM5c2F+byzuACXP8S5wzoxsUci13y8BoB7T+hFqdPHtrKGsFn30dP6Mr57AuOemhfWajxwUm8e+GErNpMeRVVZ8p+jePbXnXy6YheSBNOvH8sbC/PC/sL3TO3F5WM7c+Nna8mvcvPF1aOIshrJrWzk9FeXYjcbmHP7BGwmA0c9O5/8KqGNnHnzOC59bxULdlYxskssn/1rJBe/u5JFOdVEWAzM//dEJj4zX2iWC2pJjrJQ4w6ENQm3HZPNTUd3Z862Cj5eXsTNk7Ppnuhg3S4nfdMiWb9yKRMnTsTpCbBpdz2egMzILnFEWY2oqsr0DaUkR1rolx7FC3NyWLizGlVVmdwridVFtQzvHMeK/BpUINJi5NRBqWTE2uidEolBr6PWHWBNUR3l9V4+X1WMJIHDbGC300txrTf8XrOTHNwyOZusODv13iBl9V5GdY3DoNMRYTGg10l4AjLP/LKDrHg7l4/J6nDc2FnRyGmvLMEdkLnzuB5kxtp5e3E+l43pzMkDhNuL2x9icW41MTYTep3ExhInPZIj+GTFLn7cWEavlEg+uHwYJr2OpXk1lDa5A50xOL3NJs6QLLRbdZ4AZw/tRLTNxPNfziZfjmNnRSO9UiLpFGNlYU41l47O4pSBqVS5/Bz3/CJ8QRlPQOaonomcM6wT36/fjcWgZ0hWDPlVbt5Z3DJWGvUSiREWDHqJMwen0zctius/XYusqMTZTYzsEsdFozKJsZl4Z3EB3RIduPwhPlleRGm9j2ibEaen/Ur+sjFZ3H9ib6oa/djMBlYW1FDnDnLSgNRD4n72W3lrYT4v/bSajZZ/iS8eaBozv72KK2qXMXjN3cRXVVAX3Z31acs5w/4WHztv4r1H/ovud7j/7I2qRj//m76ZjFg7103qSn6Vmwemb6GkzsMZQ9J5Y0Fbv9mp/ZL5aVN5+PPlYzqjqGpYQ7onkRYDsXYThTUtexJeOX8wJ/RPaXPcltJ6rvpwDRUNPqxGPY3+EGcPTWdMt3jSY2wMyYxBUVRyq1xEWAykRLVP0b5ntrZSp5eUKMte5+DWmtBad4AoqxG9TmJHeSO5lS5O6J/CPdM28cmKXZgNOn68aRzl9T7W7qrjuoldMeh1zN9RSW6li0tHZ6HXSTw7aydBReG6id2I2sMvfNaWcq76SIzF/xrXmbcWFZAQYabG5UdR4eoJXbjj2B48++tOFuyookuCnZUFtVQ2WQpb869xnTltUDpvLMxj3vZKBmfGMCA9mheaLNLDsmJ44OQ++7WC51e5OOrZBeHPT5/Znwk9Ejj9hbmUNClSuibYafCFqHMHOnSzuGNKD66b2JX8ajepUVYCsoLdpEcnSSzNq+HCd1aQEWtDkkR7e/WCwaREWVlfXIdep+OkASmYDXtfkK7dVceGYiflDb5we9tQ7MRs1DOicyxFNR5mbiojPcbGqK5xmI06Sp0+rv9EZC0+f0QGI7vEEQgpfLW6mLwqF7udPmRF4cKRmUzqmcgny3exscRJv7QodDqJvqmRxNhNTMhOINgk3SdEmAmEFHIrXSzKqcJhMZAeY+O/32ykvMHHTUd3JzXaylM/b6dvWhRvXTwUo16H0xMgxm7+bYKxJElxQAlQiRD09U3/TgB+2Jdg3HR+ATBMVdXqfR2315TQiHzzJ7y0mEBIYXjnWG46qjtWk47bv9yAL6hw6ZgsbCY93RIdfLaymP8c14P0GGFK8odkluXVMLJLHEa97nf5MB4sQVlh+vpSSuq83Dy5e4emD0URK91DUS5VVdla1kD3xAjmL1jAsUdPAmBbWQNmgw6LUU+0zYjN9PsDkczcVEZmnJ3eqe39suo9QSKthg4HPllR8QVlyup9bCxx8suWcoKyytymTRivXjCYqf1S2p23P4KywruLC/AEZG6Z3B1Jkpi/o5J6b5CTB6QiSRINviAN3iARFiOSBBe9vYKiWg9zbptAZaOf1+bnMbprHD9vKWfBziruPaE3vqDM0b0SKd++ts3g3ugLsnl3AyM6x6LTSVQ2+Djp5cWM757A02cNCD9rUFbCfk8VDT4W5VQztV8yJr2Ox37ajk6Cf0/pET6mpM5DbqUr7F844rE5VDb6mdwrkbcuHsodX29k3vZKrp/UjcvHdqba5ee+7zYzumscF43KYkOxk4vfXYlBJzHz5nFhl5U92169VwgtzZPEhmInP20u46pxXYhziIHmly3lDEiPJiPOhjcg897SAoZnxTI0K5b/fruJz1aKHfU/3zyONUV13PWtMIluf/i4ffp6/ZlpTcvqhXA8vPOhzYhVUO1m4c4qzhuecVACnssf4oOlhZwyMDU8Zh0sB1Kfm3fXc8ZrS/GHFGbcOJa+ae0n5id/3s6mknqeOWtAO7eF5rKaDbp9+j6rqkqDL0SkxcD7Swv5bOUuVBWO6Z3ERaMyOxSc/gpsKqnnpJcXU2g5X3zRLBjPvIsbi6aRveke4qoaccZksyZ9DpeY3uNN7718/MCNf3hZFUXlg2WF/LChlAnZiczcXBZe5M+9fQKvzMvjm7XCr39UlziumtCFtUV1VDT46JceTb+0KC56ewWN/hBZcTb+c1xPHp6xldRoK19fOzp8H1VVmfriYmrdfoZmxfLjxjJGdYnjvcuGHZQP/+Ho7/WeIB8tL+SikVlE2X6fO4uqqjwzawc6SeK2Y7I73OeSGWejqMZDv7QoNu0WbWNyr0SykyL4Zm0JRr2Oqyd05aKRme2urygqN3+xnmV5Nfxyy7gD3kP1/frd3Pz5eh46pQ8Xj8oCYPov89hJKj1TIpjcK4kNxU4e/nEro7vGc93ErqgqRNuMB6T4K671kBxlwajXhffP/BE0b87s6H6qqqKoh0Yeqmz0EZTVsDLV2+Qq1/q++0oJvT/B+GpgsKqqV7f6bgFwL/DanoKxJEndEJvyVEmSBgM/AOnqftTS+xKMgSYfvHJenJvb5vsnTu/Xoa/VP52/W051RVHJr3b9oRmhZEXsdt5TgxCSFZzeYJuwUQdSn0FZwfA7NhJ0xKwt5awqrOX2Y3sc8GQUCCkEZQW7+fBFYqz3BHljYR6DM2KY3DuJBl+Q6z9Zy5lD0jllYNo+z/27tc2/OgdanyV1HoprhVZcoy0hWWHAg7N4JHMtSQ4zdxQMYrfTy6zBy3m76hNStt9DXK2OxohMlmdM53rdp7ygPMNnd1/8ZxedLaX1PPjDVgZ1iua/U3uFtY2xdhNzb5/QoQWyqMbNJyt2cf3EbkTZjLwyL5enf9nB4v9MwqTX8cTM7XiDMjM3l/PIqX05f3gGi3OrGZYVG95sd6D8Hfu7PySzvayRLgl2Tn91KTmVLk4dmMrz5w6ioNrNqoJazhqaflBj/cGGHlVVlR0VjfRMblE+/R3r8q/MvgTj/c2e5wFP7PHdN8Ddezn+DOBiSZKCgBc4Z39C8YHQLz2KfulROCwGXl+Qz8kDUqlq9HPqoH1Pwhp/D3Q66Q9Pk9q8WWNPDHpdu1iqB8LhiEN6bJ/kA4oG0RqTQXfYzdJRNiN3HtcSaSHSYuSjK0Yc1ntq/D7SY2y/WSt9pGPQ6+iWFMG3HE33YEM4ss2SUgWbXsWvDxAwCXeygN6HUZFwWw/esnU46JMaxZdXjwp/7pLgYPZt45sshB275WXG2bl7aq/w55MHpPL0Lzv4fn0py/NrWJQjDLyjusRx5pB0dDopHAbvn4DZoA+7GD5/7kBenZ/Hf5vqq3O8nc6/IWvhwSpMJElqIxRr/LHsUzBWVXViB9+9CLy4l+OfBJ48JCXrgKvGd+Vf47r8JUPXaGhoaGj8PUlwmCmp82DyK0SYDZw8MJUt61eSGKdQYw8Q6RPuJwG9D5cai8X2+8NVHS4OVsnQKVb4Cze7EIzpFkdSpIXHT++3Tz/TfwJ9UqN45fzBf3YxNP5g/naZ7zShWENDQ0PjUJIQYWJ9cR0Gs0rnBAed4+3MC1rJVFT8kh+1KRdWwOClMRR7UOmg/w6cPjiNNUV1DM2M4aPLR/xhPqcaGn9F/naCsYaGhoaGxqEk3mGmxh1AkiVGpNnIiLXhVCOwqQohXUusyoDeR4MSQeRvTO7xV+XcYRlYjXrGdU/QhGKNfzxHVu/W0NDQ0NA4SES4QKjyqqTFWMmIs1GnOrApKiFdq5TEei+1csxvSgf9V0avkzh9cPqfXQwNjb8Ef41coRoaGhoaGn8SrQXd5EgLnWJs1BKBTVWRdS0xmQMGH87gb08HraGh8ddHE4w1NDQ0NP7RtI5QkxJlwW42YLU5MKk6Qq0FY72PgGI54nyMNTQ0WtAEYw0NDQ2NfzStBd3kpkQkcQ4zesxtBOOg3kdINWsaYw2NIxhNMNbQ0NDQ+Eezp8YYINZmQqea2rhS6FHwq+YjzsdYQ0OjBU0w1tDQ0ND4R9M6DXZzgp8YuxFkY1hjrEoqZlXFj1FzpdDQOILRBGMNDQ0NjX80MbYWQVffFK4s1m5CVlppjHVyWDDWXCk0NI5ctN6toaGhofGPRpIkkiLNpFpaQrPF2EwEQ2ZCViEYK8YgJlXFh0lzpdDQOILRNMYaGhoaGv94Vtw9mZsGmcOfY+0mgrIZn8ElvlDArKoEMJIabdnLVTQ0NP7uaIKxhoaGhoYGQnPcTIzNREi1UmUvBiBocWFWVCIcDswG/Z9VRA0NjcOM5kqhoaGhoaGxB7F2E8WqFb3OR2BKLrm++dgaVCIdEX920TQ0NA4jmsZYQ0NDQ0NjD2LsJjxYsKoKruQKGgy12BQFq93+ZxdNQ0PjMKIJxhoaGhoaGnsQZzfhVs3YFBVv0I1H9mFTVew2x59dNA0NjcOIJhhraGhoaGjsQbPG2KYqeAKNeOQANkXBbtcEYw2NIxlNMNbQ0NDQ0NgDu0mPX7JiU1Q8ARceJYhVVbHabH920TQ0NA4jmmCsoaGhoaGxB5IkoRjtQmMcdONVgtgUFYPJ+mcXTUND4zCiCcYaGhoaGhodIBttWBWV+kA9fmSsiorJZPqzi6WhoXEY0QRjDQ0NDQ2NDpCNDmyqSqm3GgCHLGE2aNOmhsaRjBbHWENDQ0NDowMUUwRWRSGgilTRdlmPwagl99DQOJLRBGMNDQ0NDY0OUMwRWANq+LNN0SFpGmMNjSMaTTDW0NDQ0NDoAMkcidXXIhhbQgbQBGMNjSMarYdraGhoaGh0gGSJwKoq4c9mxYhFc6XQ0Dii0QRjDQ0NDQ2NDjCbrRiVFkFYks3a5jsNjSMcrYdraGhoaGh0gN2kR99KMA6oFswGTWOsoXEkownGGhoaGhoaHWAz6dGpLYKwBwtmozZtamgcyWg9XENDQ0NDowNsZgPWkNijLqkqbjRXCg2NIx2th2toaGhoaHSAzaQnNWAEICuk4FXNmiuFhsYRjiYYa2hoaGhodIDNZEBSzDwjJ/ByRR1uzZVCQ+OIR4tjrKGhoaGh0QE2kx6vama8T8Ya9OBRLZorhYbGEY7WwzU0NDQ0NDrAZtLjw4TOXQVAg2TDpNemTQ2NIxmth2toaGhoaHSA3WzAixmTpxwAr86BJEl/cqk0NDQOJ5pgrKGhoaGh0QFWox6vakJSZQC8uog/uUQaGhqHG00w1tDQ0NDQ6IBmjXEzPr3jTyyNhobGH4EmGGtoaGhoaHRAs49xM36jJhhraBzpaIKxhoaGhoZGBzRHpWjGbYj7E0ujoaHxR6AJxhoaGhoaGh1gMxnwYQx/Dplj/sTSaGho/BFogrGGhoaGhkYH6HUSQZ0FgBB6LGbzfs7Q0ND4u6MJxhoaGhoaGntBNVgBcEt27GYtHbSGxpGOJhhraGhoaGjsBaVZMMaKzaQli9XQONLRBGMNDQ0NDY294DdFAWBUA5rGWEPjH4AmGGtoaGhoaOyFXOsAAD5Tp2gaYw2NfwBaL9fQ0NDQ0NgLZrOFsxJnsLq4gRtNmsZYQ+NIR9MYa2hoaGho7AWbyUC5K4iqQqTVuP8TNDQ0/tZogrGGhoaGhsZesJn0lDl9gCYYa2j8E9AEYw0NDQ0Njb1gN+sJKSoAUZpgrKFxxKMJxhoaGhoaGnvBamzZiqMJxhoaRz6aYKyhoaGhobEXWodo0wRjDY0jH00w1tDQ0NDQ2AvWVpEo4h1aSmgNjSMdTTDW0NDQ0NDYC/ZWsYtj7aY/sSQaGhp/BJpgrKGhoaGhsRdsrTTGep30J5bk/9u71xi7qjKM4/+HDlALSEFEoG0olpukAkUUhMQP3KxCKCaQaFAx8EFUEC+ESwh8JE2KAol3UUoiwWBBBRKhiCQYFAIUSgsVIaJQRAsSoBEDEl4/nF2dlA7E6ems7un/l0zm7H3OWfPMm3N5Z83aZ0uaCDbGkiSNYd3Z7rYZ8e1S2hL4TJckaQy77TgVgKpqnETSRLAxliRpDO+fsSMAJ39gZuMkkibCyNvfRJKkLdM2I1vx4MXHsv1U3y6lLYHPdEmS3sJOfhqFtMVwKYUkSZKEjbEkSZIE2BhLkiRJgI2xJEmSBNgYS5IkSYCNsSRJkgTYGEuSJEmAjbEkSZIE2BhLkiRJgI2xJEmSBECqqnUGkqwFHmudYxLZBXi+dYhJxHoOj7UcLus5XNZzuKzn8FjL4dqzqt69oStGJjrJGB6rqkNbh5gsktxvPYfHeg6PtRwu6zlc1nO4rOfwWMuJ41IKSZIkCRtjSZIkCdh8GuMftA4wyVjP4bKew2Mth8t6Dpf1HC7rOTzWcoJsFgffSZIkSa1tLjPGkiRJUlPNG+Mk85M8luSJJBe0ztNnSWYluTPJqiSPJDmndaa+SzIlyYNJbmmdpe+STE+yJMkfusfoh1tn6rMkX+2e5yuTXJdkautMfZLkx0nWJFk5at/OSW5P8nj3faeWGftijFou6p7rDyf5eZLpDSP2yobqOeq6c5NUkl1aZNsSNG2Mk0wBvg18DDgA+FSSA1pm6rnXga9X1fuAw4EvWc+Ndg6wqnWISeJK4Naq2h84COs6bklmAF8GDq2qucAU4JNtU/XOYmD+evsuAO6oqn2AO7ptvb3FvLmWtwNzq+pA4I/AhRMdqscW8+Z6kmQWcCzw1EQH2pK0njH+EPBEVf2pql4DfgosaJypt6rq2apa1l1ey6DxmNE2VX8lmQkcD1zVOkvfJXkn8BHgRwBV9VpVvdg0VP+NAO9IMgJMA/7aOE+vVNVdwAvr7V4AXNNdvgY4aSIz9dWGallVS6vq9W7zHmDmhAfrqTEemwCXA+cBHhy2CbVujGcAT4/aXo2N3FAkmQ3MA+5tHKXPrmDwIvRG4xyTwXuB54Cru6UpVyXZrnWovqqqZ4DLGMwcPQu8VFVL26aaFN5TVc/CYKIB2LVxnsnidOBXrUP0WZITgWeqannrLJNd68Y4G9jnX0IbKcn2wA3AV6rq5dZ5+ijJCcCaqnqgdZZJYgQ4BPhuVc0D/on/ph63bu3rAmAvYA9guySfbptKerMkFzFY5ndt6yx9lWQacBFwSessW4LWjfFqYNao7Zn478CNkmRrBk3xtVV1Y+s8PXYkcGKSPzNY4nNUkp+0jdRrq4HVVbXuPxhLGDTKGp9jgCer6rmq+jdwI3BE40yTwd+T7A7QfV/TOE+vJTkNOAE4tfxs2I0xh8Efwcu796SZwLIkuzVNNUm1bozvA/ZJsleSbRgcPHJT40y9lSQM1nCuqqpvts7TZ1V1YVXNrKrZDB6Xv6kqZ+TGqar+BjydZL9u19HAow0j9d1TwOFJpnXP+6PxYMZhuAk4rbt8GvDLhll6Lcl84HzgxKp6pXWePquqFVW1a1XN7t6TVgOHdK+rGrKmjXG3MP8s4DYGL+rXV9UjLTP13JHAZxjMbj7UfX28dSipczZwbZKHgYOBS9vG6a9u5n0JsAxYweC13DNj/R+SXAf8HtgvyeokZwALgWOTPM7g6P+FLTP2xRi1/BawA3B79170vaYhe2SMemqCeOY7SZIkifZLKSRJkqTNgo2xJEmShI2xJEmSBNgYS5IkSYCNsSRJkgTYGEuSJEmAjbEkbRJJpif54qjtPZIs2UQ/66QkQztdbJLLkhw1rPEkqS/8HGNJ2gSSzAZuqaq5E/CzfsfgDGPPD2m8PYEfVtVxwxhPkvrCGWNJ2jQWAnO6s34tSjI7yUqAJJ9L8oskNyd5MslZSb6W5MEk9yTZubvdnCS3JnkgyW+T7L/+D0myL/DquqY4ySlJViZZnuSubt+ULsN9SR5O8vlR9z8vyYru9gsBquovwLuS7LbJqyRJm5GR1gEkaZK6AJhbVQfDf2eQR5sLzAOmAk8A51fVvCSXA58FrmBwmuczq+rxJIcB3wHWX+JwJINTQ69zCfDRqnomyfRu3xnAS1X1wSTbAncnWQrsD5wEHFZVr6xryDvLurFvGN+vL0n9Y2MsSW3cWVVrgbVJXgJu7vavAA5Msj1wBPCzJOvus+0GxtkdeG7U9t3A4iTXAzd2+47rxjy5294R2Ac4Bri6ql4BqKoXRo2zBthjI34/SeodG2NJauPVUZffGLX9BoPX5q2AF9fNOL+FfzFodAGoqjO72eXjgYeSHAwEOLuqbht9xyTzgbEONJnajS1JWwzXGEvSprEW2GG8d66ql4Enk5wCkIGDNnDTVcDe6zaSzKmqe6vqEuB5YBZwG/CFJFt3t9k3yXbAUuD0JNO6/aOXUuwLrBxvfknqIxtjSdoEquofDNbyrkyyaJzDnAqckWQ58AiwYAO3uQuYl/+tt1jUHUy3srtuOXAV8CiwrNv/fWCkqm4FbgLuT/IQcC5A10DvDdw/ztyS1Et+XJsk9VySK4Gbq+rXQxrvE8AhVXXxMMaTpL5wxliS+u9SYNoQxxsBvjHE8SSpF5wxliRJknDGWJIkSQJsjCVJkiTAxliSJEkCbIwlSZIkwMZYkiRJAuA/PG4acktGal8AAAAASUVORK5CYII=\n",
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