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@marcfreir
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{
"cells": [
{
"attachments": {},
"cell_type": "markdown",
"metadata": {
"id": "iZ8H5USMwCJs"
},
"source": [
"#Well tie calculus"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {
"id": "3gBMHoECwCJw"
},
"source": [
"Synthetic seismograms can be created by doing basic calculus on travel-time functions. Integrating slowness (the reciprocal of velocity) can a yield a time-to-depth relationship for making a well tie. Differentiating an acoustic impedance (velocity times density) log yields a reflectivity function along the borehole, which can be convolved with a seismic wavelet. In effect, the integral tells us where a given interval of rock is in the time-domain, the derivative tells us what it should look like; its seismic character. \n",
"\n",
"My goal is to demonstrate the robustness of simple mathematical operations of travel time, \n",
"\n",
"The code and synthetic data required to reproduce the results and figures can be found here in an accompanying IPython Notebook. For this tutorial, we will make use of the open-source Python libraries NumPy and Matplotlib, and there is a handy script for parsing LAS files here: http://wiki.scipy.org/Cookbook/LASReader.\n",
"\n",
"As an example, I will use the sonic and density log from the Penobscot L-30 well. This well sits within the same volume of 3D seismic data that Matt Hall used in his horizon smoothing tutorial, it's a vertical well, so we don't have to worry about deviated trajectories through time and space."
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {
"id": "gMGAo-yhwCJx"
},
"source": [
"##Tutorial"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {
"id": "91KF2IktwCJx"
},
"source": [
"Make sure you are in the correct directory, or <code>cd</code> to the correct one. Then let's check the files. "
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "zuzgbNsBwkHv",
"outputId": "794539ff-9e03-4423-dd85-ddbed7e719df"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"/content/gdrive/MyDrive/Colab Notebooks/1406_Make_a_synthetic\n"
]
}
],
"source": [
"cd /content/gdrive/MyDrive/Colab\\ Notebooks/1406_Make_a_synthetic"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "Z3DJGMfPxA75",
"outputId": "74e8a4e1-5da8-488f-b569-b3f31ff55089"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Figure_1.png L-30.las \u001b[0m\u001b[01;34m__pycache__\u001b[0m/\n",
"How_to_make_a_synthetic.pdf las.py README.md\n",
"how_to_make_synthetic.ipynb PenobXL_1155.txt tops.txt\n"
]
}
],
"source": [
"ls"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "x7apzK0HwCJy",
"outputId": "4b7b00f0-e605-4f8d-e88b-3df95fcf3bbe"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Figure_1.png L-30.las \u001b[0m\u001b[01;34m__pycache__\u001b[0m/\n",
"How_to_make_a_synthetic.pdf las.py README.md\n",
"how_to_make_synthetic.ipynb PenobXL_1155.txt tops.txt\n"
]
}
],
"source": [
"ls"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {
"id": "lotzhg5mwCJ0"
},
"source": [
"Import NumPy, and the LASReader module from las.py. The las.py can be downloaded from the SciPy Cookbook (URL above), but we also give it here in the same directory. We create a well object called <code>L30</code> by passing the 'L-30.las' file into the <code>LASReader</code> module."
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {
"id": "wQDdAs1kwCJ2"
},
"outputs": [],
"source": [
"%matplotlib inline\n",
"import matplotlib.pyplot as plt"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {
"id": "UIJ3U40JwCJ2"
},
"outputs": [],
"source": [
"import numpy as np\n",
"from las import LASReader\n",
"L30 = LASReader('L-30.las', null_subs=np.nan)"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {
"id": "sfQ45K_FwCJ3"
},
"source": [
"Let's take a look at which curves are in the file,"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "M-I7OVMEwCJ3",
"outputId": "19801583-9fe3-4503-e07d-aeab091bbbbf"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"['DEPTH', 'CALD', 'CALS', 'DEPT', 'DRHO', 'DT', 'GRD', 'GRS', 'ILD', 'ILM', 'LL8', 'NPHILS', 'NPHISS', 'RHOB', 'SP']\n"
]
}
],
"source": [
"print(L30.curves.names)"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {
"id": "74kI6bW-wCJ4"
},
"source": [
"Let's take a look at the measured depth units for this log."
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "zyZ9ojGZwCJ4",
"outputId": "c04f76ec-386f-4cd0-a69f-826d7f179a2b"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"FT\n"
]
}
],
"source": [
"print(L30.curves.DEPTH.units)"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {
"id": "J8P066JKwCJ5"
},
"source": [
"The units for this log are in feet (yuck). It turns out that we will have to convert to metres a number of times so let's write a function to do this,"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {
"id": "njhr2q1ZwCJ5"
},
"outputs": [],
"source": [
"def f2m(item_in_feet):\n",
" \"converts feet to meters\"\n",
" try:\n",
" return item_in_feet / 3.28084\n",
" \n",
" except TypeError:\n",
" return float(item_in_feet) / 3.28084\n",
" \n",
" return converted"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {
"id": "stVj42kUwCJ5"
},
"source": [
"For the curves that we will be accessing in the code, let's given them some shorter names. Also, some of the curves need to be converted into SI units,"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {
"id": "2FDOxE8ywCJ5"
},
"outputs": [],
"source": [
"z = f2m(L30.data['DEPTH']) # convert feet to metres\n",
"GR = L30.data['GRS']\n",
"IL8 = L30.data['LL8']\n",
"ILM = L30.data['ILM']\n",
"ILD = L30.data['ILD']\n",
"NPHISS = L30.data['NPHISS']\n",
"NPHILS = L30.data['NPHILS']\n",
"ILD = L30.data['ILD']\n",
"DT = L30.data['DT']*3.28084 # convert usec/ft to usec/m\n",
"RHOB = L30.data['RHOB']*1000 # convert to SI units"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {
"id": "n8V8-Jm2wCJ6"
},
"source": [
"##Dealing with the shallow section"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {
"id": "hnG_w5KawCJ6"
},
"source": [
"To deal with the shallow section, we first need to adjust the depths relative to sea level by subtracting the KB elevation (30.2 m) from the measured depths,"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {
"id": "rUcl7Y6fwCJ6"
},
"source": [
"If we now integrate the sonic log, we see that time t = 0 corresponds to a depth of 347 m TVDss. To position the top of the log at the correct travel time on the seismic section, we need to use the thickness, and replacement velocities for both the water column, and the section above the log.\n",
"\n",
"The replacement velocity for water = 1480 m/s\n",
"\n",
"The replacement velocity for section above log = 1600 m/s\n",
"\n",
"*Update - missing variables now defined (Jan 5, 2014)*"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {
"id": "980hAX3BwCJ6"
},
"source": [
" "
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "7wEhBufnwCJ6",
"outputId": "946a012c-a8cc-4547-c449-d693478ea470"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"KB elevation [m]: 30.175199034393632\n",
"Seafloor elevation [m]: -137.46479560112655\n",
"Ground Level time above SRD : 0.04077729599242383\n",
"water_time: 0.18570813284477586\n",
"Top of sonic log [m]: 347.47198888089633\n",
"replacement interval [m]: 179.83199424537614\n",
"two-way-replacement time: 0.22478999280672018\n",
"log_start_time: 0.410498125651496\n"
]
}
],
"source": [
"KB_elev = f2m(L30.well.KB.data) # Kelly Bushing elevation(ft)\n",
"water_depth = f2m(L30.well.GL.data) # Depth to Sea Floor below sea level (ft)\n",
"top_of_log = f2m(L30.start) # top of log (ft) relative to KB (actually 1150 ft)\n",
"\n",
"print(\"KB elevation [m]: \", f2m(L30.well.KB.data)) # Kelly Bushing (ft)\n",
"print(\"Seafloor elevation [m]: \", f2m(L30.well.GL.data)) # Depth to sea floor below sea level (ft)\n",
"\n",
"repl_int = f2m(L30.start) - f2m(L30.well.KB.data) + f2m(L30.well.GL.data)\n",
"water_vel = 1480 # velocity of sea water [m/s]\n",
"\n",
"EGL_time = 2.0 * np.abs(f2m(L30.well.KB.data)) / water_vel\n",
"print(\"Ground Level time above SRD :\", EGL_time)\n",
"\n",
"water_twt = 2.0*abs(water_depth + EGL_time) / water_vel\n",
"print(\"water_time: \", water_twt)\n",
"\n",
"print(\"Top of sonic log [m]: \", f2m(L30.start)) # top of log (ft) (actually 1150 ft)\n",
"print(\"replacement interval [m]: \", repl_int)\n",
"\n",
"repl_vel = 1600 # m/s\n",
"repl_time = 2.0 * repl_int / repl_vel\n",
"print(\"two-way-replacement time: \", repl_time)\n",
"\n",
"log_start_time = water_twt + repl_time \n",
"print('log_start_time:', log_start_time)\n",
"\n",
"def tvdss(md):\n",
" \"assumes a vertical well\"\n",
" return md - f2m(L30.well.KB.data)\n",
"\n",
"top_log_TVDss = f2m(L30.well.KB.data) - f2m(L30.well.GL.data) "
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {
"id": "P0atoEMUwCJ7"
},
"source": [
"The starting time for our log is :"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "mxcO45xiwCJ7",
"outputId": "c6b646ac-7643-4f33-9901-78c5a62d1e4c"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"0.410498125651496 seconds\n"
]
}
],
"source": [
"print(log_start_time, ' seconds')"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {
"id": "EgHN-ihywCJ7"
},
"source": [
"###Fixing / editing the logs"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {
"id": "MdduArEkwCJ7"
},
"source": [
"We would like to clip spikes. But <code>np.clip()</code> clips absolute values. This won't work for us because there's a trend in the data. Instead, we'd like to compare to the neighbourhood, and clip locally spurious things. \n",
"\n",
"This is going to be a bit like, but not exactly like, the [conservative filter](http://subsurfwiki.org/wiki/Conservative_filter)."
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {
"id": "MplB6suQwCJ8"
},
"outputs": [],
"source": [
"def rolling_window(a, window):\n",
" shape = a.shape[:-1] + (a.shape[-1] - window + 1, window)\n",
" strides = a.strides + (a.strides[-1],)\n",
" rolled = np.lib.stride_tricks.as_strided(a, shape=shape, strides=strides)\n",
" return rolled"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {
"id": "EjOTys5NwCJ-"
},
"source": [
"Now we can smooth with a rolling median filter (preserves edges, only attacks spikes). Note we are not actually going to use the smoothed version, but we are going to use the diff to decide where the spikes are."
]
},
{
"cell_type": "code",
"execution_count": 23,
"metadata": {
"id": "GZQt2f4cwCJ_"
},
"outputs": [],
"source": [
"window = 13 # the length of filter is 13 samples or ~ 2 metres\n",
"rho_sm = np.median(rolling_window(RHOB,window), -1)\n",
"rho_sm = np.pad(rho_sm, int(window/2), mode='edge')"
]
},
{
"cell_type": "code",
"execution_count": 24,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 231
},
"id": "r0FBDZDWwCJ_",
"outputId": "da2167c1-e960-41bc-c5fc-6370c8a9716e"
},
"outputs": [
{
"data": {
"image/png": 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"text/plain": [
"<Figure size 1800x400 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.figure(figsize=(18,4))\n",
"plt.plot(z,rho_sm,'b', z, RHOB, 'k', alpha=0.5)\n",
"plt.plot(z, rho_sm)\n",
"plt.show()"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {
"id": "HcFYOuttwCJ_"
},
"source": [
"Now we will find spikes by comparing the original data with the median-smoothed data. If they differ by more than 100 (arbitrary), then it's a spike. Alternately, we could use the DRHO curve as a threshold for this:"
]
},
{
"cell_type": "code",
"execution_count": 25,
"metadata": {
"id": "HoD40p-cwCJ_"
},
"outputs": [],
"source": [
"def despike(curve, curve_sm, max_clip): \n",
" spikes = np.where(curve - curve_sm > max_clip)[0]\n",
" spukes = np.where(curve_sm - curve > max_clip)[0]\n",
" out = np.copy(curve)\n",
" out[spikes] = curve_sm[spikes] + max_clip # Clip at the max allowed diff\n",
" out[spukes] = curve_sm[spukes] - max_clip # Clip at the min allowed diff\n",
" return out"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {
"id": "axUQsCu3wCKA"
},
"source": [
"Now we know the indices of the spiky data, we can replace with a clipped version of the same spike. "
]
},
{
"cell_type": "code",
"execution_count": 26,
"metadata": {
"id": "jcp9KCaNwCKA"
},
"outputs": [],
"source": [
"rho = despike(RHOB, rho_sm, max_clip = 100)"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {
"id": "06KsyijVwCKA"
},
"source": [
"Let's examine a segment of the log to see what effect it had,"
]
},
{
"cell_type": "code",
"execution_count": 27,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 262
},
"id": "gGHj_uLXwCKA",
"outputId": "47b30ae6-9133-4ed3-dec3-363c6256fdae"
},
"outputs": [
{
"data": {
"text/plain": [
"Text(0.5, 1.0, 'de-spiked density')"
]
},
"execution_count": 27,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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"text/plain": [
"<Figure size 1800x400 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"start = 13000\n",
"end = 14500\n",
"\n",
"plt.figure(figsize=(18,4))\n",
"plt.plot(z[start:end], RHOB[start:end],'k')\n",
"plt.plot(z[start:end], rho_sm[start:end],'b')\n",
"plt.plot(z[start:end], rho[start:end],'r')\n",
"plt.title('de-spiked density')"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {
"id": "Ere70PqzwCKB"
},
"source": [
"Do the same thing for the sonic log,"
]
},
{
"cell_type": "code",
"execution_count": 29,
"metadata": {
"id": "3PbLfAIYwCKB"
},
"outputs": [],
"source": [
"dt_sm = np.median(rolling_window(DT,window), -1)\n",
"dt_sm = np.pad(dt_sm, int(window/2), mode='edge')\n",
"dt = despike(DT, dt_sm, max_clip = 10)"
]
},
{
"cell_type": "code",
"execution_count": 30,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 264
},
"id": "YfgTlqxrwCKB",
"outputId": "86bb09ef-040f-4ebb-f20a-032455e8eff5"
},
"outputs": [
{
"data": {
"text/plain": [
"Text(0.5, 1.0, 'de-spiked sonic')"
]
},
"execution_count": 30,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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srKS8vByA8vJyKisrezwefCyS6667jsbGxtC/Xbt2xbLZIiIiIiIiIiIiIpLCYgqqTzvtNNasWcOqVatC/44++mguvPDC0O20tDRef/310HM2bdpERUUFc+fOBWDu3LmsWbOGqqqq0DqvvvoqeXl5TJ8+PeL7ulwu8vLywv6JiIiIiIiIiIiIxKqyspKvfOUrvPnmm8neFLGIqUd1bm4uM2bMCFuWnZ1NcXFxaPk3v/lNfvSjH1FUVEReXh5XXXUVc+fO5bjjjgNg/vz5TJ8+nYsuuojf/e537N+/n+uvv54rr7wSl8sVp48lIiIiIiIiIiIi0tM3v/lN/ve///Hvf/+bQCCQ7M0RU8yTKfbnzjvvxG63s3DhQtxuNwsWLODee+8NPe5wOHjhhRe44oormDt3LtnZ2VxyySXcdNNN8d4UERERERERERERkTDvvvtusjdBIrAFhuBlg6amJvLz82lsbFQbEBEREREREREREYmazWYL3R6C0eiQE22WG1OPahERERERERERERGReFNQLSIiIiIiIiIiIocczZeXWhRUi4iIiIiIiIiIyCHB7/eHbg8fPjyJWyLdKagWERERERERERGRQ0JNTU3odllZWRK3RLpTUC0iIiIiIiIiIiKHhN27d4du2+2KRlOJ/m+IiIiIiIiIiIjIIaGhoSF02+fzJW9DpAcF1SIiIiIiIiIiInJI6OzsDN1WUJ1aFFSLiIiIiIiIiIjIIcHj8YRuK6hOLQqqRURERERERERE5JCgiurUpaBaREREREREREREDgmqqE5dCqpFRERERERERETkkKCK6tSloFpEREREREREREQOCdaKaq/Xm8Qtke4UVIuIiIiIiIiIiMghQRXVqUtBtYiIiIiIiIiIiBwS1KM6dSmoFhERERERERERkUOCKqpTl4JqEREREREREREROSSoojp1KagWERERERERERGRQ4IqqlOXgmoRERERERERERE5JKiiOnUpqBYREREREREREZFDgiqqU5eCahERERERERERETkkqKI6dSmoFhERERERERERkUOCKqpTl4JqEREREREREREROSSoojp1KagWERERERERERGRQ4IqqlOXgmoRERERERERERE5JFgrqv1+P4FAIIlbI1YKqkVEREREREREROSQYK2oBiOsltSgoFpEREREREREREQOCdaKalD7j1SioFpEREREREREREQOCd0rqhVUpw4F1SIiIiIiIiIiInJIUEV16lJQLSIiIiIiIiIiIoeE7hXVXq83SVsi3SmoFhERERERERERkUOCKqpTl4JqEREREREREREROSSoR3XqUlAtIiIiIiIiIiIihwRVVKcuBdUiIiIiIiIiIiJySFBFdepSUC0iIiIiIiIiIiKHBFVUpy4F1SIiIiIiIiIiInJIUEV16lJQLSKSQK+//jo/+MEP6Ojo6HO9l156iTlz5rB27doDtGUiIiIiIiIihx5VVKcuZ7I3QETkYHb66acDUFZWxs9//vNe1zvzzDMB+NKXvsTGjRsPyLaJiIiIiIiIHGpUUZ26VFEtInIAbN68Oar1tm/fnuAtERERERERETl0qaI6dSmoFhE5AAKBQFTrdd9hioiIiIiIiEj8qKI6dSmoFhERERERERERkUOCKqpTl4JqEREREREREREROej5fD78fj8AmZmZoWWSGhRUi4gkiHVnF23rDxERERERERFJDGvbDwXVqUdBtYhIgrS1tQ3oecGruyIiIiIiIiISPwqqU5uCahGRBGlpaQnd9nq9fa7rdDpDtxsaGhK1SSIiIiIiIiKHLGt/6oyMDEBBdSpRUC0ikiCtra0Rb3fn9/vDguzq6uqEbpeIiIiIiIjIoShYUW2z2UhPTwcUVKcSBdUiIglirai23u6ue4sQBdUiIiIiB7/Ozk7OOussbr311mRviojIISNYUZ2eno7D4QD6HwEtB46CahGRBLFWUfcVVHevtq6rq0vYNh1M3nzzTRYsWMDWrVuTvSkiIiIiMXvppZd48cUXuf7665O9KSIih4xgRXVaWlooqFZFdepw9r+KiIgMRLRBdffHdDU3OqeeeioA5513Hh9++GGSt0ZEREQkNsGABMDtduNyuZK4NSIih4ZIFdUKqlOHKqpFRBIk2tYf3SuqtZOMzSeffJLsTRARERGJWXZ2duj2/v37k7glIiKHDlVUpzYF1SIiCaKK6gOjr4kqRURERFJVMCwBBdUiIgeKKqpTm4JqEZEEGWiPagXVsQkEAsneBBEREZGYBcMSUFAtInKgqKI6tSmoFhFJEGs47Xa7ew2g1fpDRERE5NBjDar37duXxC0RETl0qKI6tSmoFhFJkO4BdG8tKtT6Q0REROTQo4pqEZEDTxXVqS2moPq+++5j1qxZ5OXlkZeXx9y5c3nppZdCj59yyinYbLawf5dffnnYa1RUVHDWWWeRlZVFaWkpP/nJTxTKiMhBqXsA3Vv7D1VUi4iIiBx6FFSLiBx4qqhObc5YVh41ahS33347kydPJhAI8PDDD/OFL3yBlStXcvjhhwPwrW99i5tuuin0nKysrNBtn8/HWWedRXl5OcuWLWPfvn1cfPHFpKWl8Zvf/CZOH0lEJDV0D6B7C6oPxYpqv9/Pxo0bmTZtGnb7wAb3uFwu3G53nLdMRERE5MBQ6w8RkQNPFdWpLaZ04Oyzz+bMM89k8uTJTJkyhVtvvZWcnByWL18eWicrK4vy8vLQv7y8vNBjr7zyCuvXr+fRRx9l9uzZnHHGGdx8883cc889YTtpEZGDQVtbW9h96/ecdQLAQ7Gi+le/+hWHH344t99++4BfIzs7O45bJCIiInJgWY8NGxoakrchIiKHEFVUp7YB96j2+Xw88cQTtLa2Mnfu3NDyf/7znwwbNowZM2Zw3XXXhQU17777LjNnzqSsrCy0bMGCBTQ1NbFu3bqBboqISErqfgEueOX27rvvZuTIkaHvvUOxovqWW24B4Be/+MWAX0NBtYiIiAxl1mPF4HGiiIgklrWi2uk0Gk0oqE4dMbX+AFizZg1z586lo6ODnJwcnnnmGaZPnw7ABRdcwNixYxkxYgSrV6/m2muvZdOmTTz99NOA0XfLGlIDoft99eRyu91hw7ubmppi3WwRkQOu+wlH8GTk+9//PgC//vWvefLJJw/Jiup4sLaWCgQC2Gy2JG6NiIiISGwUVIuIHHiqqE5tMQfVU6dOZdWqVTQ2NvLUU09xySWXsGTJEqZPn863v/3t0HozZ85k+PDhnHbaaWzdupWJEycOeCNvu+02brzxxgE/X0QkGXoLqoPS09OBQ7OiOh6sFdXt7e1hwbWIiIhIqrMeG6oVpojIgaEe1akt5tYf6enpTJo0iaOOOorbbruNI444gj//+c8R1z322GMB2LJlCwDl5eVUVlaGrRO8X15e3ut7XnfddTQ2Nob+7dq1K9bNFhE54LoH1Z2dndTW1vJ1YC0wNSMDODR7VMdDZmZm6LZG2oiIiMhQo6BaROTAU0V1ahtwj+ogv98f1pbDatWqVQAMHz4cgLlz57JmzRqqqqpC67z66qvk5eWF2odE4nK5yMvLC/snIpLqIlVUb/7kEx4EDgdOXrECgLzKSl4ETne5AFVUR8vv94duNzc3J3FLRERERGKn1h8iIgeeKqpTW0ytP6677jrOOOMMxowZQ3NzM4899hiLFy9m0aJFbN26lccee4wzzzyT4uJiVq9ezdVXX81JJ53ErFmzAJg/fz7Tp0/noosu4ne/+x379+/n+uuv58orr8RlBjQiIgeL7pUxHo+HmjfeCN0P1gD/eNUqpgNnuN3YOPh3kvGqGLL+nFRRLSIiIrHYunUrPp+PKVOmJG0bVFEtInLgWSuqg8VPB/s5+FASU1BdVVXFxRdfzL59+8jPz2fWrFksWrSIz3zmM+zatYvXXnuNP/3pT7S2tjJ69GgWLlzI9ddfH3q+w+HghRde4IorrmDu3LlkZ2dzySWXcNNNN8X9g4mIJFukiuqC118P3Q+0tQEwqr09bL1YK6o7OjpwuVxDZjLBmpqasPsdHR1kmG1QYqGKahERERkIt9vNpEmTAGhrawtrJ3YgqaJaROTAs1ZUB8+9Nao5dcQUVD/wwAO9PjZ69GiWLFnS72uMHTuWF198MZa3FREZkiL1qE6vrQ3dTzd7U/sCgbD1YtlJ7t27l/Hjx7Nw4UIee+yxQWztgdM9qK6trWXkyJExv471qreCahEREYnWnj17Qrfr6+tTIqhWRbWIyIFhragOmOfiqqhOHYPuUS0iIpEFg+pg3yuPx4O9oyP0eIZ529/tebHsJP/2t7/h8Xh4/PHHB7exB1B1dXXY/VpLeB8La0V1e7eqdBEREZHe7N69O3S7paUladuhimoRkQNPPapTm4JqEZEECe4As7KyADOotkw+m2XeHkxFdW+T2aaySBXVA2E9mFBQLSIiItHatWtX6HaqBNWqqBYROTCsFdUKqlOPgmoRkQQJBtXZ2dmh+07LSUhOZyeBQACvJah2ENtOciie1FRWVgJwMfAh0L5hw4BeRxXVIiIiMhDWoDqZ7cNUUS0icuCpojq1KagWEUmQ4MlHMKj2eDw4LCchuV5vj4roIg7+iuqdO3cC8DBwJDBxgL21VVEtIiIiA5GKQbXf71dQIiJyAKiiOrUpqBYRSZBIrT/SLEF1QSBAc3MzeZbnFHPwV1RXVFSE3e+0VJR3dnayYcOG0KQWfbH+nNra2uK3gSIiInJQS8WgGlRVLSJyIKiiOrUpqBYRSZBIrT/SLNXSuUD1zp3kWJ4zjNgqqq0nONGEu6lg586dFFnuN5pBPsB3vvMdpk+fzpNPPtnv66j1h4iIiAxEqgbVQ7EAQURkqFFFdWpTUC0ikiDdg2qPx0N6txC6YeXKsPuDqageKic3FRUVTLHct1YPPfjggwDccccd/b6OWn+IiIjIQFRXV4dup1JQrYpqEZHEU0V1alNQLSKSIBGD6m47wI7168PuFzPwiuqh0K+6o6ODysrKsKAas21HXV1daNGsWbP6fS1VVIuIiMhAWI8bUimoHipFByIiQ5m1otrpdAIKqlOJgmoRkQQJBtU/Xr2a1YC/rY10X2bYOrUfVIfdLyG2naQ1nB4KQXVwqO3MtLTQMltHBwDvvvtuaFlGRka/r6WKahERERkI69wWLS0tSdsOBdUiIgeeKqpTm4JqEZEE8Xg8OIATd+xgJpCzpoPMgA2AZrMz9d6lxWHPGUVsFdXWk6uhEFTv2LEDgJMsQbXdDKpXrVoVWhZNdZMqqkVERCRWgUCADvPYA1KrolqtP0REEk89qlObgmoRkQTw+XwEAgFGWZbtqRlFJkagWuU0TkQmsC3seaOJLahuamoK3R4KQfXWrVtJB2ZbThAd5nbX1NSElkVT3aSKahERkS6BQICPP/44qRXCQ4E1pIbUCqpVUS0ikniqqE5tCqpFRBIguPMbb1lmb/WRjrG8IdtobTHd9SYAHbgAI6iOZSdpPbnqfuKVirZv3sx/gXRLNbTTDKodu3bxD2A20Z00KqgWERHpsmjRImbPns3JJ5+c7E1Jada2H5BaQbUqqkVEEk8V1alNQbWISAIETzTGWZZltHSFqW35+QCMdLcC8DFHAAd/RXXB0qUsMG/77cYuyGH+rL71+ut8DXib6Cqq1fpDRESky4MPPgjARx99lOQtSW3djxlSKahWRbWISOKpojq1KagWEUmASBXV2e1dFTydw4YBEJwycDWzAGMyRUcMJynWk6uhEFSP37IFgNbyclZeeSUAaebPampDAwA5qKJaREQkVoFAINmbMCSoolpE5NCmiurUpqBaRCQBIlVU53mME6M2HNjMoDpoO+NpIRuAwtbWqN7D5/PRalk31YPqQCDAp+rqAGi8/noas4wO3vb2XJYuDV831orq7iedIiIihxoF1dHpfnE7mT29rWGJ9b6IiCSOKqpTm4JqEZEECJ5oTLTZQssKvcaJUDsO7MXFYevXU8guRgNQEmV1cPcTq1QPqms/+YSp5kn0sC99iWdfOQyANG8Op58evq4mUxQREYmN9QKuQuvepWJFdU5ODqCKahGRAyFSRXUs7TclsRRUi4gkQPBE4zDLiWKR3whf3TYbzpKSsPUbyKcGsx1IlNU0rd0qr1M9qG7atg2ARiC9rIyt+4ywPos2us8DGc1Jo3pUi4iIdLGG06l+TJBMwWMGm1lMkKwq5kAgEHrv7OzspG6LiMihRBXVqU1BtYhIAnR2djICKLIsG4Yx8WGH3Y6rvDxs/TZXDh1mx+q0KK/mdq8ISvWT0vb9+wFodjjweqGiugCALFqA8Movj8fT78maKqpFRES6WKvBGhsbk7glqS14/JRvTmydrCpm6/8vVVSLiBw46lGd2hRUi4gkQGdnJzO6LSvB6M/scUDmiBHh62dn4cYFgDPKoLp7OJvqQXVHZSUAbWlp7NoFTT6jeiiLVnIIb/Vhp//2HwqqRUREujQ1NYVuK6juXfCYIdlBtfW4LRhUq6JaRCTxVFGd2hRUi4gkQGdnJzO7LSuhGgCP0072qFFhj/nzuyqqHVHuJLtXVHd075+RYjzVxudvT09n61ZoIwuATDopZ3/Yuvn0HVR3773Z2dmpgwsRETmkNTQ0hG5bQ+tYVVdXH9Q9roPHT3l5eUDygmrrcVtubm5St0VE5FASvCiooDo1KagWEUmAzs5Oppm3PdlGlUwJNcZjaU7yx40Lf0Jh7K0/hlpFtbe2FgB3RgZbtnQF1QDj2BG2bgF996mOdCChqmoRETmUWYPqgVZUv/7665SWlnL11VfHaatST/eKaq/Xm5RgPhhUp6Wl4XIZo+pUUS0ikliBQCB0MTcvL09BdQpSUC0ikgAej4di8/Zm/6Swx7xOJ3mjR4ctSy/N62r9McCK6lQPqn319QB0ZmaycSO0kxl6bDzbw9YtpO+KautEikEKqkVE5FAWj4rqa6+9FoA///nP8diklNS9ohrC+0UfKMGgOiMjg/T0dEBBtYhIojU3N4fOJQsLCxVUpyAF1SIiCdDZ2UmheXtz+9iwxzoyMnCkp/PvrK6K4vLRzq6K6ih3kkOtohrzBNqXk8M770AAOx3mbmhK5idhqxagimoREZFo+f3+uPSozrIcmxysgscL1qA6GS03IgXVav0hIpJYwYu66enpZGRk4HQ6AQXVqURBtYhIAliD6t2E96PuyDAC6b/OmMFzwK+BMWOIOageahXVNvME2pNZwMqVxrJgtDyzeHnYuoVAa2trr69lragOHlykeo9uERGRRGlsbAxrXxGPoPpgPWkPHj8FW39A8oPqtLQ0QBXVIiKJVm+O8i0sLMRms6miOgUpqBYRSYC+gmp3djYAw8aP5xzgRmD8eGeo9UdahLYWkQyFiuqNGzcyf/583nnnHRoqjJ/IO6tPx++HiROhw9wLlXZuDXteAX0Hz9YDiWBfx2QM2xUREUkF1rYfMPDWH8HAFKCysnIwm5SyIlVUJyMgVkW1iMiBFwyqCwoKABRUpyAF1SIiCdDZ2UmBebt7UO3JMSZXLC8vDy2bMCE9VFGdfhBVVP/0zDP55auv8ssTP42vzqhcqvKUArBwIVSbJ8STamvCnleMgmoREZFodZ/XYaAV1cETeICKiopBbdNAWfuHJkIwqM7OzsZuN06HVVEtInJoCF7YLSw0iqgUVKceBdUiIgng7eggWKfTPaj25uYCUFRUFFo2dWpWKKh2+h1RvcdQqKj+4/btnAi8iZd8jOqu+V/awaZNcPvtsNL8WeSaIbMH40StjL6DausJrIJqGer8fj/3338/a9asSfamiMgQ1X0fONCgura2NnR7165dg9qmgaioqKC0tJTzzz8/Ye8RvNCflZUVCoiTHVSrolpE5MCwtv4ABdWpSEG1iEgiWIbg7mVE2ENec6ipNaguKkrH5jJOltJ9rqjeontFdSr2aJ5kuZ2PcdI84rAMpkwBmw1WFReHrb+Bw4D+g+pIFdU6uZOh6vHHH+fyyy9n1qxZyd4UERmiup9gD7T1R01N1winZFRUP/LII3R0dPDkk08m7D2CF/ozMzOTGhCrolpE5MALVlSr9UfqUlAtIpIANnMH2EQ29aFu1Qa/OXnP2LFjw5ZnFJhBdSA9qvcInmgFh62mYkW1VTCodpWWhpZ9UlqKdXDvRqYBUE50FdU2my10cqeKahmqli9f3v9KIiJ9iEdFtd/vp66ujiKgBFiyZEl8Ni4G2eY8HjDwsL0/qqgWETl0qaI69SmoFhFJAHtzMwANFFLDMJqxhR4LmDvFM888k4suuog77rgDAGeOURmc7o/uqzl4ohXcyaZ6UJ1ntv7ItPTmtuXlYR1YHKyo7i+oDh5IOBwOnE4noJM7GboS2YtVRA4N3YPqgYS8DQ0NnOb3Uw1UAee/8AKVu3fHZwOjZD2W2bZtW0LeI1Ilc7KDalVUi4gcGKqoTn0KqkVEEsBpniDWU4TLBVsIdD1otvxwOBw88sgj/PjHPzaek21U00TX+KOronqoBNVF1AGQa6kkz8rKYotlnWBFdbQ9qu12eyioVkW1DFUKqkVksOJRUV1TU8PP6TpBvCAQYOOvfz3obYt1G4K2bt2akPcIHl+4XC4F1SIihxhVVKc+BdUiIgngCAXVhUyfbqPa0TVBor1bX+bQc7KNyRRdgUDEx7sbahXVaRgn0cMOPzy0LCsrC+tpaLCiehjgaWnp9bWsFdVq/SFDnTWo1kGyiAxEPILq5vfe4xTAC2wYN85Y+NFHg920mFRXV4duJ6qiOni8lIpBtfYBIiKJpaA69SmoFhFJgDQzZG2ggBkzoCG9q++0y+xR3eM5uUYttYsAgSjC6mBFdXDYUqoH1QA1NjtpWVmh+5mZmeyzPL6ViXRiVEinmQcRkaj1hxxMrEF1Sx8XaEREehPcL+bm5gIDa/3R/I9/ALCytJSaU04xXm/HjrhsX7QOREV18HgplVp/aHSYiMiB8bm1a2kHvvGd70BaGseddBK1wDFm605JPgXVIiIJ4DCrnRvJ57DDoDkjI/RYZmZmxOe48oygOoNAVK0AUr2iuj3Czr7OFT5RZFZWFrWW+7bsDCopA8DVRzWYWn/IwcTa5qZZB8kiMgDBfWCxOWqrubk55uqwInNi1/bTTqPYDKpHm708DxRrRfW+ffv6WHPgUrGiWscyIkNfIBCgoqIiqoIjSZ5P799PBmD3+cDrxe7zUQScaJ5bS/IpqBYRSQCbecLjIZ2SEnh++HAAFtF7UJ2eZyzPwBfViUqqV1Q3RqjCarZUU4MRVL9ruV9QSCiozuwjqFbrDzmYWIfoK6gWkYEI7gODF68htu+T5r17Odxcf8KVVzL2jDPwAyWBANXr1sV1W/tiragOHufEWyoF1fcCFy5ZgtMceq5jGZGh64477mDs2LH8+c9/TvamSB9yzO/ZLXfdBXv2UP2VrwDg0AWGlKGgWkQkEcwdoBcnBQVQP2wYZcDZ9B5UZxaaParxRVUF1b2iuq/JB5OheefOHsvazVA9KCsrixXAl4FjgMJCGw0Y66T1cVU7UkW1Wn/IUNVgqVhUUC0iAxEMOLOzs3G5jBFasbT/qProIxxAg83GqHnzyC4tZbe5f937xhtx397eWIPqtgRVt0UKqpMxiaGtoYErgGNXr2ZYnTHhtIJqkaHr2muvBeDqq69O8pZIX/LM82zXjBkwYgR+sy2nU5ObpwwF1SIiiWDuAH04KCyEnJwcqoBO+giqC4IV1d6DoqK6bdeuHsu8w4aF3c8yK6yfAj4AiovtNJEHQFoflVSqqJaDibWieiB9ZUVEgvtFp9NJvnnSHcuEii3btwNQb4bTALU5OcZjGzbEazP75Ha7wy7WJaqiOnhhP9kV1dYWZ2V79gA6lhE5GAS/VyT1uFtbyTVv544ZY9wwL+4qqE4dCqpFRBLBPGH04gwF1UG9BdXZxcGgunNAFdWpFlR3ROotabZACbL+LHJycigosIWC6vQ+TlBVUS0HE7X+EJHBCgacTqeTvDxjPxrLha82s12XdU6N1qIiADq3bYvTVvattrY27H6iK6qTPZmiy/L/p8wchaagWmToG9atMEdSR6NlxG/e6NEA2NONOZTU+iN1KKgWEUkE80TDWlEd1FtQnTPMqC7OwBNTRXWqBtVey/DdoHTzgCAoy9KzuqCggOJiYwJKgPQ+Po+1oloTEMlQp6BaRAbLGlQPpKK6c+9eANosxyte8+KyfffueG1mn1paWsLuH4jWH+lmQJGMoDrD8n1fZl4MOBiOZXa+8QZvX3IJ3hRrSSeSSNa/3ZKSkiRuifSluaICgCa6Amqb+V9VVKcOBdUiIgkQ6DR2dMEe1dEE1bnDjOVOfPiiCJ1TvaLaV1/fY1nujBlh961BdVlZGWVlhCqqM6IMqtX6Q4ayQCAQVvWooFpEBiK4D3Q4HAMKqv2VlQB4zOcC2MeNAyCjujpOW9m31tbWsPuJCKq9Xm9oVFayW39kWoL5km3bmApRjahLdXmnn86JjzzCsksvTfamiBwwuy0X9KznfZJa2sw2S83mBLbQFVSrojp1KKgWEUkAX6fx9erDTn4+oapfCA9nrXKGdQ239fVzchYIBFK+R7U/wgnymM9+Nuy+9WdRXl5OeXlXUJ3Zx0mjWn/IwaKlpSX0+wwKqkVkYAbb+sNmjoLyFxeHlmVOmQJA/gHqnR8Mqh1mgJCIHtXWY6VkB9XZ3YL5jcDcSG3ThpCA30+hGfakL16c3I0ROYB2WlpKJGo0iAxesDVlixlOQ1dQnaagOmUoqBYRSQC/x2bccIDd3nXSBX1VVLtCtzub+z7AcbvdBMydabCi2uPxhJalgkBjzxPb/LFjw+53D6qtFdV9BdVq/SEHi+4VjwqqRWQgrJMpDiSoTmtoAGCvdzrPPAPPPAMb244HYGSHJ74b24tgUB0cNt/W1hb345pkBdXLr72WJeefH7YsxwziK2fNCi07qluf7qFm3wcfhG4HLMe+Igc7a1DdvY2RpA6POXqozdV13m0LTqaYQufRhzoF1SIiCeDvNIJqW5qxw7MG1dbqaqu8IidejPWaa/vu62etMgpWVIMRVidLIBBg+/btoZPKzvr+g2NraF9WVkZ5eVeP6uw+gmdrRbVaf8hQpqBaROLBWlEdvAgcS1Wfq9E47nj+vU9z7rlw7rlw5W+PASAHP4+WnxfnLe6pe1AdCATiPlqsw+ybHLzQfSCC6oDfz3G/+x0n/+tfrH3ggdDyXPOz1c6Zw6bzjJ+vY4i3/tj9v/+FbudGaAEncrDaZxkN0b2NkaQOr9nKym0plgr1qFZQnTIUVIuIJEDADKrtzp5BdW9cLujAaP/RWtN3UN3W1sblwD02GznmSRZ0nYAlw6233sqECRO47bbbaGqC3RsOC3s8Um1BX60/cvo4WYtUUa3WHzIU1O/fT6flgpKCahGJB2uP6uC+NZbWGdmtZruN7AKOPx6OPx5mHp/Hv+3nAnBG5Wtx3uKeugfVEP8h9NaJFIEDElQ3mxNVAtQ8+2zodr65LYGSEvxmT1v7EA+q2959N3R7uNofyCFk//79oduqqE5dfnPUSqelj7g9uD+AlBqdfChTUC0ikgABrxlUm+2vogmqAdoxdpRNlf1XVN8HfDcQwPX974eWJ7NP9S9/+UsAfvGLX/DBB5CHEbitTSunGdh61109ntPXZIo5fUy8HKyo1mSKMpTsW7uWwPDhLBk+PLSswRxuH6QqHBEZiMFWVBf6jKD2sxfZWLqU0L/Jz/wMgBwS/90U/P7Lz88PXYSOd5/qZATV9Zs2hW6nrV0LgN8PBcH3LCmB4GRe/j4OfhKotbU1VARQU1PD8uXLB/Q66ZbPWhwI0LB9e1y2TyTVVZotJcAIqhV4piabedzd4ixn7VpYuxb2VhuFYmkcHBPaHgwUVIuIJILX+Hp1pEdfUQ3QZgbVdbv7qai2hFm2Rx6h0DyhS5UJFTdtglwzqG649Atkd3ZyxFVX9Vive1Cdlwcd6UZQnUvvBwvB5dbJFBVUS6pqaWnho48+4pMbb6QIOL2uLvRY94rqVPkbFpGhxdqjeiBBdYG5z56zoDhsedEYo7rZhYeWusRWCQarELOzswf0GaKRjKC6acuW0O2xu3bx2GOQmQkFniIAWrJGYTe3w5aEoLq6upqRI0fyuc99DoBPfepTzJ07l9dffz3m1yq3hHUAq7785bhso0iqs1ZUWye9l9TSsMNoMbl0/WeYORNmzoSfXl8AQDrFCqpThIJqEZFE8BkBtS3dqKyeP38+YASrfWm3GaFrS2XfYZW7W9+/k8wTnFQJuTZuhDyMSZzSCgux99KX2xpUFxQUYLOBqyQXgDx6/zxq/SFDydlnn81RRx3F+lWrejymoFpE4mEwFdUtdS24MFoSDRtXEvZYyfjS0O3q7VXx2NReBSuqkxFUJ3KOj7YdO0K3R/l83P7zBvyeTkoxfp6LVh8Z6pGajIrqp556isbGRl5++WX8fj+7d+8G4Iknnojpddpqahhr/hyXfPGLAJzy4Ydse+klfB4PO159lUCSKsZFEs0aVINGyKUqV5Oxr2xwFlBaCqWlYHcZ+4E0MhRUpwgF1SIiCWD3m0G1w/iaPe6441i2bFno4L83bTaj8rqlqu8TJne3WeHPMIeXJTPkys7ODt22VlSnFRX1+hxrUD127FgA8kYZV7qz8NPRS79eTaYoQ8nixYsB2GGpqvObv6/BoDojwxh2qKBaRAZiMEF1zc6a0G1rMA2QlZ9FR3C0V0UNiWQNqoOTLR8MFdXuXbvC7n9152/pJB0Hfrw4+L//jMPvTF5QbZ3fxNq+oM4y+ica259/HgdQbbPjv+pp3imYDMC6H/yet488hnHz5/PuD34Ql20WSTWV3UYTqE91airqNM4tT/5yA5WVUFkJZ59rnK+n4VdQnSIUVIuIJIA9YOzkAo6ur9m5c+cy3NKbNpIOm1GB3V7bd1Dt7VZR/Z2ODq4huSHXp9PSeB/4ITDz7T+GKqozSkt7fY7D4WDlypV88MEHFBQUADB/YV7ocbc5M3N3qqiWocLaozDNsrzNvNgUDKpLzb8TBdUiMhCRJlOMNuSt3WFU9nbgIis/q8fjLRgXohv31PZ4LJ4iVVTHe/h8MJQNXhxMNyuZE3kM4e9WaXkdt4duV1LKviontY3GxF7OJATVFdu3cwtwHrBjxw4+B9wLNNfG9v+7zrwouz5tNqeeCr9t+AMAMzZv45R1HwMw4d5747bdIqnC7XaHLuwE2z0qqE49Xi8MCzQAUDqjPLTcmWnsB9IIKKhOEZHHYouIyKAEK6qJsjd1UIcD8IGnvu+wqtMMqr10fZF/huSGXI80NVEIzAFovya0PKOkpLenADB79uyw+1/5WhqtP80imzb2b6pj+Iyez7FWVKtHtaQy62SJLsvy9upqcsrKaGxsZBowMT+fChRUi8jADKaiunGPEbC0kE1GhMdbyGIYdbTsq4/waPwks/VHIoNqWy8X3QEq7QXgh92VxkX6ZFRUly9dyrXm7Se2bOF583bb5s0xvY5v61YAtthmAtAwfBLsgxK6Pn+OWn/IQaiqyrjY53Q6GTVqFDt27FBQnYJ274YyjMr3MXPGh5Z3BdWqqE4VqqgWEUkAW8A4EA/EHFQbz+ts7Lui2mdWYe7LyoLnngOgkOSGXHm9nHxklZdHXN6b4cMJDTOu3xe5v5u1olqtPySV7bIM+S6wLG8zg4tAZSUbgBfWrMGBgmoRGRjrZIqxts1o2RcMqntWUwO02ozXa69uGuxm9ulgDarTzOKCWnPUnFV9hvE5K/YaFdUOyyicA2WiGTADeJYtC90e0RTb/2+nWTm+wzcBgN//PyP8yaHrWC5nwFspkrqCbT9KS0vJzTXm2lGP6tSzYUVN6Puo+LCpoeVpWcZ3VTo+nU+mCAXVIiIJEKyIsTljC6o9DrNlSEt4WLVk1izemTgxNAmN3wyqPWlpUFgIGCGYtc/ggVaTlhZxeXaMQTWAG+OAwdMcechvsKJarT8kXurr63n00UfjfmKxa9cuPgVcD4ywLO+oMXq9llqC7LkoqBaRgRlMRXWbGUC32PoOqj11keeNiJeDKai2ThqYac638b7z5B7reXON0/EtO5MTVPt9PuZZJvXNXbEidDstxmPKLLP1wQ6vUak46agREdfzKwiSg0yt2SZn2LBh5OQYf8vxrqiuqqriP//5j4LUGC1ZuJB3R43C3dTE9vcrAGgnndwRXd9Pzixzf4BPFdUpQkG1iEgC2IMnGjEG1Z1pxomSw+MmWMjibmri5DVrOGHbNjY/8wwBvx+vORzTk54eFlQnM+Sq7i2o7qNHdW+CQbW7KXJQHTyIUOsPiZevfe1rXHTRRVx11VVxfd0927ezCLgZWGhZ7jFP6IssQ8LPQkG1iAzMYHpUe2qNILXNFqnxB7TZjeXehsQOZY80mWK8e1QfiKC6ee9edrlcvF9WxovzzmZcg/GeyzpP7bFujr2a9HSo2G/0AXf6D2xQXbNuHdbZU4ZbqqszvN6weRb6U2gGc7sYTV4eFJdlEqkmu3LlygFurUhqqjdHTRQWFoYml493UP3pT3+aL33pS9x1111xfd2DWWdbGyc//TRz9+zhw1/8gp3vG5Xv1bYcbPauKNSZaewHFFSnjpiC6vvuu49Zs2aRl5dHXl4ec+fO5aWXXgo93tHRwZVXXklxcTE5OTksXLiwx+ynFRUVnHXWWWRlZVFaWspPfvIThQsictBxmJMpxlxRnWacEGTRRvBcodXyPdq0YQNLFizg84sWGetnZIA5CWEh4E5iRXV9hCGtTYDdGft0CB5z2rnOlr6DarX+kHh58cUXAXjwwQfj+rpFL79MpC7td/y6jNdeg+GWSrZTUVAtIgMzmIpqX4MRVLfaMyM+3u4wgmp/44ELqhNdUR2cTDERQfXHN9zAGK+XY6qqOHPZCxRiHMtUZE/qsa4vz8XFF0OnedzjCBTGbTuiUbNqVdj9fEu4lgM0Rdn+I+D3U2r+DHczilGjjOVNEVrgVVrai4gcDILzkRQWFoZafzQ3x3cEyvr16wF4/PHH4/q6B7ONjz4auu2traVyjfH/pN6cRDcoLUtBdaqJKageNWoUt99+Ox9++CErVqzg1FNP5Qtf+ALr1q0D4Oqrr+b555/nySefZMmSJezdu5dzzz039Hyfz8dZZ52Fx+Nh2bJlPPzwwzz00EPccMMN8f1UIiJJFqyotqXFNnDFbYa62bSGguo2c4IOgLb16znltddC972WoDoN8MX5oCgWaRF27JFOUKLhtpnhc2vk0C7SZIpq/SHJtGXLFi688ELWrFkTtrysl8momvcHmD8fxlhajYxGQbWIDIy1R3WsIa+/yfgeCgbS3XU4zeUt8Q2NuzsQQXVHRwcXAfctWgRjxvCNX/+aG4nvMYS/lyrwq/+aHXZ/p9PJ5H/8g1/8whpURx6dlijNGzYAENzzFFl+DrlAjdmmqj+NO3cS/HTWoLolQrFC++7dA9xakdQUrKguKCggL8+YGDXaizyx8mtC0qjV/uc/odt7l3fiMNtXdeSGF1cpqE49MSUoZ599NmeeeSaTJ09mypQp3HrrreTk5LB8+XIaGxt54IEH+OMf/8ipp57KUUcdxYMPPsiyZctYvnw5AK+88grr16/n0UcfZfbs2ZxxxhncfPPN3HPPPXg8fU8cJiIylDgCwR7VsVUTe8z1s2hjyxZjWYflJMHRrQrFl5EB2dl4zWrmgHmglAzpEXbsdVmR+132xxMKqiNXiKuiWlLN5ZdfzmOPPcaxxx4bttzRS2CRQwuBAExyd51wlALeJI6KEJGhK1JFdXt7e3StG8wA2p0WOah2pxuV1r19n8XLgWr9cQ1Q2toKu3aRW1/PTwF/HC8SBnoJOsbNnRl2v6SmhuFz5jBuHHztEuO7P40DG5J0mAebm82+umWWx3KI/kLBvvc/BKCaAtxkMHq0sbzNbLFi1dltxLXIUGdt/ZGfnw9Ao2XEXDzF0o7nUJdtaTMU2O5kMmbrzKLcsPWCQXU6nQqqU8SAe1T7fD6eeOIJWltbmTt3Lh9++CGdnZ2cfvrpoXWmTZvGmDFjePfddwF49913mTlzJmVlXbvABQsW0NTUFKrKFhE5GNgZ4GSKlqA6WFFtDarn7dwZtv7KrcdRW2ejzQxrbebQs2RIj3CFv9U8WItVMKj2tUUO7SJNpqigWpJp06ZNQM9QxWmGHyvNkQ9B2bQyjGqK6apecwD5brdOQkQkZpGCaohukmWHGUYGA+nuOl1GgO1sP3AV1enm0Ox4j5byNzczI3hn0SI8GRlkAKVxvNAfiNCb1g/kjR6NtTQr06y8BHBmGp83Df8B3QcEzAl968aO7fFYLkQ9wfDHLxpV0rsZB8DUqcbyjsyev1P+KKu0RYYKa+uPRATV1nMcHSNGb7g5HwzAeLZzLk8D4Jg/P2y9tGzj+9eBH59G6KaEmIPqNWvWkJOTg8vl4vLLL+eZZ55h+vTp7N+/n/T0dAq6nYiVlZWxf/9+APbv3x8WUgcfDz7WG7fbTVNTU9g/EZFUFupRnRZbRXWnGThbW394LDvZ7qrayvjud7sqVmwJunofDZc5AdCd/DC0zD2AiRShK6j2t0cebRNpMkW1/pBkGjduXOh2laVdT7oZVDcceWTY+qces4yZDuMi/U57Jv7ycgCGo4suIhI762SKmZZwMJqKWKcZZntckSuqvRnG66V5EjfiIxAIhHq65ubmhkZLxXvUbXFFBQ6gITsb5s+nwQxox8VzRFptbY9FjTYbdqcT60/QZpnboyuo9h3Qof1Os7rZP25cj7lGhgFtUQbVbduM16lyFHDffXDFFcbyzuzsnisncfSfSCJYK6qDrT/iGVTXW/5mdIwYnabduxllqY4+jveYwmY6gJnXXRe2bnp2V8uleI6ukYGLOaieOnUqq1at4r333uOKK67gkksuCTV2T5TbbruN/Pz80L/RwbFEIiIpymFe7bbH2qPaPDHLog2zQJPOPoLqFnL497+hNc2onnIksUd1RsA4wdlvK+9aGGxSGKNOu/FzCHT03aNarT8kHrpXpwxkpnZrmLJ8+XIaGmDePPA3GccsOSedxBNjzwmtU5pZwWdGLgVgW8YkAsOHA0ZQrT7VIhIra0W1w+HAZV7AjiaoTncb6/gyIldU+7ON5a4EBtUdHR2hC875+fmhiup4B9XlFRUA7DG/cxvHjwdgQhwLoewRRrcF5+xwR5h4GiA9uyuoPpDHMzlmAJY2cSL1aeH9sdMBt+XCa19slUaVdEtWJpdfDmYnEby5XUPs13I4APYkFlWIJIK1R3WwojqexZXV1dWh23V9nBdKl4qXXwbATfj32sfl5eSOGBG2TEF16ok5qE5PT2fSpEkcddRR3HbbbRxxxBH8+c9/pry8HI/HExr2EFRZWUm5WSVUXl5OZbeeVMH7wXUiue6662hsbAz922UOURIRSVXB1h/29NgmxfFaKqr37oWGBvD20c6jINs42G+wFRnvl6QRJ36/n0yMk6/Wgq4q6nRLlWksOm1GlXSgQxXVknjd23X0NcqrN9Yq6rVr17JoESxbBtkB43c4vbiYp495hjv4sbFSSwtT/UZrtM2Oo7CNHAnACBRUi0jsrJMpAqGq6miCalenEUD7syPPK2HLNapiM3yJC6qDoY7NZiMnJydhrT8KzHPPGvM7t2XiRADGDuACZW/SIhQNdJpBdWcvQXValnFhwYn/gAbVxWbFdO7UqTRFaNPhizKoTjeDutbcwvAHgok18AanAuCM489aJBUkuke1dVLT6upqtf+IQvWbRjHIW5zMWqaHlnu/+MUe6yqoTj0D7lEd5Pf7cbvdHHXUUaSlpfH666+HHtu0aRMVFRXMnTsXgLlz57JmzZqwk7lXX32VvLw8pk+f3uO1g1wuF3l5eWH/RERSmdOcTNGeFluP6mDrj1yHcRC/fj34+gifR2QblUG7WyYAkJakg3+3203w9CYwvOvCY06wSWGMOh3mAYO776BaPaolHiJdZI+Vtdply5YtodY9uRiBRXpRMW+9ZYyCALC3tzOq5WMAPmw/nkC5Ud2himoRGQhrRTUQ6lMdTVCd4TW+c4KBdHf2PON7K8uXuMkUg6FObm4udrs9Ya0/MsxAyWaO+PKboVJGHI8hMiK0y7CZwdIOM4DvzpWEiur6rVsZbb7X6AULaM/N7bGOL8rqzdzWBgA6i4vClmdZQvsVHA1Aemtie52LHGjWHtWJaP1hDao7OzsTNlHjwWTfW8Z3z3qm8+rM80PLZ/zsZz3WzcjpatXp16TmKSGmoPq6667jrbfeYseOHaxZs4brrruOxYsXc+GFF5Kfn883v/lNfvSjH/Hmm2/y4Ycf8o1vfIO5c+dy3HHHATB//nymT5/ORRddxMcff8yiRYu4/vrrufLKK0PD00REDgZdFdUx9qg2T2CCQfW6dRDoI6jOLDFOMPa7jcogd2Vs7xcvHe3tZJoz1WdP6Wr3kTPAimqvw/gcNk/kSqpg6w/ryayCahmo+m79MmOtqG5tbaW1tZV0YBqwdetWtmwxHsvB+Ft+d+04Kiuh3W5c0rG3tzO6eR8Aq70z2NZuBNWqqBaRgRhMUJ3lNwJoe37kimpngRlU+xN3At/Y2Mhw4Ly0NHjmGaZt2MBpgDfOoUGOGZxmmC0/7OY5qCOOfaGzI2yz3Qyq1119NW8A186YEfa4K8fYjjS8B+x4Ztu//w3AFtsIDps3kY/3ndFjHX+UQXWRpwEAx8iSsOXb7V1xQ6vLCPAy2g5cD26RA6G5ro6rgGn33MPs//f/+DXQGccJ7mu6TUBaFeVIh0OZs9k4lq5hGN9481oWn3giS6+4gvwxY3qs68qw4TFbhPh7KZKSAyumRKOqqoqLL76Yffv2kZ+fz6xZs1i0aBGf+cxnALjzzjux2+0sXLgQt9vNggULuPfee0PPdzgcvPDCC1xxxRXMnTuX7OxsLrnkEm666ab4fioRkSRzmqGtI8ag2msG1dlmuPX738NVtWM5udt671x+OelPP82JT/2Oz/0Eml4wDv7b9ueQDO7mZuwYJ2FFU0exoriYtM5OZpx++oBez2tWVNt6qaSKVFGt1h8yUN2D6lgrVYLV1L8BrgEuX7OGDQAEQkH1HfcZE3YVj2mHHZDV2Mhw8/d4A4fx1sZVTAZKUFAtIrGzTqYIAwuq0wojj1rNKDGqjrP9iauobmpqYjEwpbYWzj2XzwGfA/72ySdxfZ9C8/s1Z9IkAOwZxgSS8QyqcyMcuwQbfnzjppt4/eST+blZyBWUnn3gg+rmN94A4P3AyVRWwl56zisSiDJsK/EZ+9GcSeG9X8f89rfcvGABNSecQPbeLNgGOR4F1XLw8Pv93NLQwLcBHnsMgF8B9ZaRdoNV3e21qqurmTJlStxe/2CU0Wnsr8bNrKKgOJ1T3nqr93UzoJM00unE266gOhXElKA88MADfT6ekZHBPffcwz333NPrOmPHjuXFF1+M5W1FRIYcxwBbf3jNyp6sgLFz/eQT6MA4idrKBCayja3p6Zxw331w330APP88PDKmGnaBw5ecqmKPJdjLL8/i6JoaAn4/NvvAOkz5zKDa3kv4bJ1MUa0/ZLC6t/6IdTLF4AnENeb9/6uvZ8RmP1m0hy7g7GowAqCxs9ywA2aZVWr7bOk0BgpYsrqQbwKFKKgWkdh1r6iOpUd1tlkp7Sru2foBILPE+P7KJnFBdXNNDaHYZe5cWjduJLu+nuI4ThLt93oZZl4gLDTbTjqCQXWcer4G/H4KI4TewdYfTqeTBQsW9Hg8OJminQDeA7QPyFm5EoAPmMMPfgBHb94F3U/To5z7pAyj4rN01riw5SfMn8/wLVsYNWoUv/zSh7AN8vwqLJCDR/OuXUZIDXi//318772H6733mNDeTiAQwNZLX/pYdC+oiOZ7/VCX6TX2V7a8yC2trFwuQhXV7hYF1alg0D2qRUSkJ4dZUe3MiHEyRbOi2uVr5+n/BPjb32Dy8I8AWHfk4ay4+WZyP/ig5xNdxvs4vck5+A8G1X5sFJYZn2GgITWAz2l8Hkcvn8c6maJaf8hgdT8BiDWorqqqoqzbMu++mlA1NUAbWYwbB8M+aww5DFYK7M3PYswYqOw0JqBSUC0iA9HbZIrRfJ/kYIQeWWWFkR8vN5bn0rP3crx4du0CzMkGly5l2wknAGCP4769fssWgkdlw8ygOtj6wxmniur2ujqzvCBcay+9qYOsk3nFu91JJJuef4Wja2sBeN11BtdfD6UzinqsF80k3Q37GyjAWG/csZN7PD5x4kRcLhdTjjFev4B2/Dpmk4NEszkpSRPg/POfCXztawBMCQTiFih3n/S7Q32U+5VtzqngKIx8AdbK5TIqqgE62/TdlAoUVMshr3rtWmo2bEj2ZshBxmH2qI619Ud7tnHV1+H388UTa7jsMhjm2g5A3igbR19/PaWzZvV4XsBlTsLjS05Q7TUrntrJpHjY4CsH/Gl9B9WRKqrV+kMGqnurj+YYK/jq9+zh9W7L5vABY4sajNcjkwB27rwTnNOmsteyXsvo0Zx1FtSjoFpEBq57RXWGWSkcTaCRYwbQucMLIj6eP7IotJ7fl5i2Df69xjdjQ2Ym2GzGWGzAEcdAs3bdOgBqbDbSgsdbZqDvjFNFdcvevT2WbXG5cD7ySJ/PS8vsOl70HYAQ6oPLjZHS/+VsTrtiGsOGQVaEeUUcUVy43fqu0Z7FTTqjDh/d63pHf2Y4YFSNN1TsGcBWi6Se1j3G73KTWaDjMs/TpmK0NIqH7kF19/vSU7BVVXpx5JZWVg6HgupUo6BaDmkdDQ3YZs0ia/p03vv5z5O9OXIQCfWodsVWUR1wudgVvGNeoXeaJyz2CLOxdz3PCKqdSWr90WkeiLWTSXHx4F+vv6BaFdUST92DnFgrqovffZfDuy0roZq7bl0DQJvdw+rVcM45kJefj7VLnnvWLObP7wqqC1BQLSKx696jOhhU9xdo+H1+cs3RHwWjIu/Ai8cZE+Sl4aWlLrbvx6iZk9i2mAGyLTjJYRz37c1mv+u69Exqa6G2Fto6jfeLV1DduLuyx7JJHR1MWbiwz+dZK6oPRFA9qmoHAM9yDr/4hbEsP0LPW2dr/1X0NZ8Y4XwdBdgdvccLM+fk04Hx/3Xrhwqq5eDQbl6cajHPR2zTpgEwFmiq7Pl9MKD3UEV1zHICRjV7ZmlBVOsHW39421T4lAoUVMuQF/D7eeurX+WT//wn5udWvP46wwIBsoAJt9+uYWgSN8GK6rSM2CqqHQ4HW4N3zKA6zQytHPn5vT7PZgbV6Unq+9fZbJy4xiuoDqSbQbU/8t9kpMkUFVTLQHUPhmOtqLZbZmN/t3gqABNyd5DlN2Zlb3fYmTnTeDwvL48HgUrgTqDujDOYOLErqM4DPOo9KCIxGmhFdcP+htAxy7DxpRHXKRnXtbxq6/5Bb2skDrPXf3ueUf1mS0BF9c73jO/qHe55DBsGw4bBxZcZ4azTnxWX96jdYcw/UEMxb849nnV//3tUz3PlHNigerp3GwDn3pDNsGHGssKpU3uslxZF5WbTTmNf10DfQ+wdDmjDqGBvrYlf73GRZHJXGb//bebFNUpKaLTZsANucxTHYKmiOnZ55kihnBE9WxpF0mk25etUUJ0SFFTLkPf+L3/JSU88wZQvfSnm59a9917odkkgwJZnn43jlsmhLNT6I8aKaqfTyZbgnS3GrXRz9nhnQUGvz7NlmrPFJymobqs1grV2MkMnPIMRSO+7Qtzai1OtP2SwPJ7wiVNirajGbB2yfMYMdmdOAmC4Yxcec8LEdmfXBau8vDxeAcqBHwGFw4YxfDg0UBBax28+T0QkWt17VEcbVFdvrwrdLh4deQeekZNBu9l5uX5X7aC3NZI0c66AjkLjol0wqHaanyseGjYY3+37GB5aFhzuncbg25YBNO8xfj5VDOPTy5Zy+De+EdXzXBk2vBjV8N6OxI6q2bB4HaXU4MfGcd88LbQ8d8QIgr8twdDGFUUg1r7X2Gc12vvvBRsMqttqE1SZL3KAec2g2m22EcJmY7d5u339+ri8hyqqYxcaKTQ6ugoqr/md5+tQ4VMqUFAtQ17H1lD9Kdteeim2565ZE3Z/76OPxmWbRIKtP9JinEwxUkW1y6wmSu+jVNmeaZzQpQeSs3NtqTYOmNrJICseRUn99Ny2DnFW6w8ZrGBFdbH5NxZrUG03K7D9ubnUOkYBUMJuPGbw4knr+h7IywvvlVdYWEhxMdjTnDSTA0BAQbWIxGigFdX1FUaVcStZpGf2PuFfC0aLjMY9ifl+ymxoAMBrfg/bgr2j4xhUp9cb224b7sHrBa8XbrrN+P5OIz7v07rfuHDZYovtYCh8Mq/EBtWr/2k0oNrKWIaN6bo4YbPbqTFbx+ynHICMKFpReauNfV2zM7vfddvN1h8ddaqoloODz5yUtDO76/e/ySwu6jDbDQ1WMKjONdtAqqK6by11LWRgfHcNm1Ae1XM6beaFwvb47XNk4BRUy9BnqaKs+MtfYnqqwwwCg4dKWe++O+jNWfrd7/JhcTG1mzaFltXU1PDfZ58lEKf+d5L6HOYJjzPGoNrpdHYF1WZFdbH5O+4sK+v9/bKMA//0gKfXdRKprdY4GOiwpWOLQ1GSLcMMqnsJ3iO1/lBFtQxUsKI6GFTH2vojONlUID+fKv8YAIp8+3CaE+x4gsNBAZfLFbq4AkZQbbPB8OFd7T9sZmAjIhKtgQbVzfuM8LaZvkPGZozgtbWyYTCb2ats83s3YB7rBCc5TItjUJ3XYgSqncXFOBxGK4qMXPNCP51xOU53VxtzdrQOIKgOVvS5WxJ7LNfynlHludk1tsdjTeb+Klh1nunp/9gqUGd85pa0KIJqm/H6nsb+e1+LDAnmMZvPMpeQu9RolxTYuTMubxEMpgvNESeqqO5b5ZauFlVlk6ILqr1mUK2K6tSgoFqGvEBt1xDErBUrYnpunjnBwYdHHw3AYVVVdPbRG7S1qoo2Sy/SSObddx9H1dWx5sILQ8uenjuXz37xizx61VUxbZ8MXYOpqA5de9+0CerrKfIbbURchx3W+/tlJ7eiuqPeOKly22Pryd2bUFDdSysT6wm5elTLYA22otpp7jfsBQXs6hgHwIy2LRzzr38B4DEDIwCbzUaWZdhBUZHRO2/ECAXVIjJw3SdTzDSD3v4CjZZgBTB9B6utNnMoe1XDYDazV/nmpH22ciNUCLX+MI+B4qHI0wCAY1RJaFkwqE7DG7oIPhjeBmP/0eIYeEV1ooPq7D27AagpHtnjsZYcY2RPKKju7P/n7zQvMrRn5PS7bocZVHubNBeDHBzsZvu3gLVF4xijaCE9zpMpBo8ZVVHdt9rtxs+9nQwyczP6WdsQ/P71d6jwKRUoqJYhz2YOrQYYURtb37xyM4wYdvnl1Nls5AIbe2n/0dHQQO3IkewfORJvLwf9AcvBdHpVV8+/b2/ZQjrw6fvui2n7ZGjy+/2hiupYg2qn08kmwG+zQV0dgXfeAWAfkDt8eO/PyzFOIF2B5OxcPY3G+7rtsX3e3nRViEf+PNaK6mB1qiqqZaCCFdUzMjL4NtDS1BTT84M9PH25w9hQY1SoFfm6TiKWmRdDg/yWfUWBeWJjrai2x/j+IiIDrajuqG4AuoLo3rSZj3sS0LKhs62NiWZQXTRvHgAO84JeWhyD6lKfUT2eM6kroE3PMX5OdgJ0xqNKsdE4t+hwRheOBDmdXUGJpzWxxzPlTXsB8E4Y0+Ox9pNOogV4t+AEALK9/R/XudqMz+zJ7j+oDh4nepsVtMnBIXihxmZWOwO4JhnzleRYcorBUEV1bBp3G5lQE/1/JwUFK6r9brX+SAUKqiVhVqxYwaxZs1i8eHFC38dhGaI9yuejMcohNq1VVZSZB7+jTj2VTSNGAFD7+OMR19/40EOM8XqZ4PGw5ZlnIq5Ts2FD150I/Q9GxfFgW1KXr7MTO8bw0fSs3vs9RuJwOOgAas0+tt6nnwZgCz1721qlBYNqktP6w2dW/3gc8amo7uq53XdQba2o9vl8aq8jAxKsqL5nyRLuB77Uz8iZ7jLMoLuqYwyVgdKwx/4KtMycGbbMWv0frH60VlQ7FVQfcEtmz2ZnWlpY2y6RoaS3yRT7q7zrrDeOo1vt/QTVduP1fI3xnwRv81NPkQXU22xMOPNMIDFBdRlGeFF2xLjQssy8rs/d16jKaNlajJ93e3rsE3YEJzDsbE9sUD3OawTVBXOm9njs5CefJNPtZtoPjAsGeVEUQGS6jYsMvrz+J1PsMH+P/K0KquXgkG5+bzgss8nnzZgBwLA4fKeAKqpj1bLP7JvfT0srq85QUK0RuqlAQbUkzGWXXcaaNWv49Kc/ndD3cXUbor3jv/+N6nl73jImEqmz2SgYPx6feWA8/p2l1FR5Q62v3/3Rj1hZWEjbH/8Yem7lc89FfM39S5eGbmeaQUNjtyE/ddu2RbV9Ep26zZtZfMYZVK9bl+xNCfF5usLi9MzYK6oB9poHIvb//Q+ArRDWLqA7V15yg2rMEw6309XPitFxZvddUW0d4hz8mUF4papItDweD2l0BSJz+zixqFy1ihW33ELzXuNEv70dMs25prbXj6KakrD1twLDLCcvQMTh5daK6totsVXiyeC07N/PyR9/zFivl3U33pjszREZkIFWVHvrjePodnvf3zttTuM4w5+Alg0VjxuToX+ceQS/vsnJDTfAMy8avarTA3GY+AKo3llDPsax+YR500LLs/K7gmpvHEIlh/kana6+g/9IQkF1W+KC6ob9DYzBmD9h+jnHRFzHkZ7Op04wtj+Ldvzevo+tcjqN3yFbUX6/7+8xK6oDCqrlIJFhfsc+/tIpzJsH8+bBj+86DYAynz8uF8C6B9WqqO5buzmXQiyT2vpsRjQa8KiiOhUoqJaE8VjCOuvteMvodkWxwQyg+1P3wQcA7DXDv8oTf0sD+Yz1dnJB2Rukp8OlZU8y9847+VRDA8fv2hV6ruP99yO+ZtPKlaHbJWal995uEzRu66ViWwZm/YIFnPLyy1Qfc0xYQJxM1tYw6VmxBbfB6sq9ZjsAR3U1ALszMrD1MUuhK9+4YuwiOe0v7OZn7oxTUJ3WTyuTSBXVoD7VMjBut5sjLPftfn/E36Udr75Kwac+xdG//CUrP/MZPB6YPh2yvcbJ+YY9I2kknw4coedsAUpKwsPrSEH1F78IrWblh7ve0eNxiZ93f/ITFp95Zqhd17q77go95o/TMF2RA83r9WLDvODmdpPlcGCn/0Aj0GxUwwaD6N64zVYWtpb4T4LnX7wPgFfbvsTNN8PNN8MTzxqjU9L80VfE9WXLOxsBaCOT4VNGhJZnWPqXxiNQSg8eD2XGXlHtNfcdiQyqP3ryXewEaCSPKZbAvruCEV1tDNrq+v655PmM34m00oJ+398TPE5sd/e/sSJDQEaH8R2yZs9Yli2DZctg0apReEjDQYC1r64d9Ht0b/2hiuq+dZoTvPY3Usgq2PoDr4LqVKCgWhLGWkG2fPnyhL1PthlOfmy2RbCtjW5n0GGuV5UznnfegZ/fUsjDXALAtfwWgIuq7o343NGW0Nqqc+PG0O1ynw9vRwf1H34Ytk7rsmVRbV9v3E1NLBszhmq7ncXnnDOo1xrqKlet4oTt2wGY3tbG+9ddl+QtMlgDc1eMrT+Coev68vAZilf30fYDIKPAOCFKVkW1s8M4YOpMj1dQbbb+6CV4t1ZUB8N963KRWHg8HuZa7h8GtLb2DGP2vvACwd/wCZs28f77sGMH5GNMpPPmypGAjbccXVVl0QbV06dDYZkxAseufusJs+PVV5n7+99zyksvserOOwFwP/ts6HH7jh3J2TCRQXJ1drIJmH7kkZCRwWXf+x576b9Hqi04Iiqt74pqT7rZy7ktvgFJW2Mb8zqMQo/WuXP43vfge9+DsZON01QX8WnptX/lVgD2UYLd0XUK7Mpy4DNPib1xCH8yPMZr+LMHElSbrcw6Encss2fxGgC22EeH/Ry6Kx7VdR5Xt6u6z9cs8BvFOVkjh/W5HoDHaRwX290KquXgkOczLnqf+kUvzzwDzzwDTz9jZx/GqJBd728Z1Ov7/f5QizpVVEfHZ44UanNEH1T7zKA60KmgOhUoqJaE2b9/f+j2ihUrEvY+ueYJff2sWQAUmSHyyj/8gZ2vv97r8zrWG33q3qn8IieeCJ98An/L/SGdwGm8wctfvZJPsxgfdrYyAYC/8w0Axnq94f2oTVnr14duO4H9K1bQ3m09p2Wdgfjoxhs5ftcuSgIBDnv+efyHcDC34fvfD7vv7qXS/UDzui2tPwZYUb22rAy2b+f9e+9lLLChtLTP52WaFdUZdCSl/UWaxziA8rri07LAldd38G6dTFEV1TJYbreb2Zb7E4Cmfft464IL2GUZpdO5Z0/o9iifjzcfWYcDLzkYoXYj+WRkwNKCrt/JbfRs/dEbvzkxqMOroDpRdl9+eeh20z/+AUCZecETINsyEbLIUDLb42Fyt2VlwMR+eu4HW1V4+guqzf270x3foPqlG54gnyaqKeaON0/l7rvh7rth7inBoNoX8eJerBrXGnPY7HeEfx+7XF2TGHrjEMJneo0AyZYf/SReQZ22xAfVneuMwH53Ru8TdANk5WTRjvH/vGFv3xc7CjCC6vxxfR+rAnjNoNqhoFoOAh63nwKzpdB538nmnHMI/au0G6Fyw/qKQb2HNZRWRXV0Ag3m3Atp0Y/I8dmDFdU6l0wFCqoPAlWrV7N4/nze/+UvQ8NYU8G+fftCt3fv3p2Q9wj4/RSYk6flff7zAIxvbeWtCy/kUz/+MR2f+1yvz80wN2m7bTxTpsBhh8G194xn+ZQpACx43Kim/qCkjP+7+HU+53qZb/IA6zkMgFdu+h9er/FdFggYwfgx3U5wX/t/m+lYbwT2FenGgVmJJcAfCO/zz4dul/n9rP3rXwf1ekNVR0MDh7/zDgBrs42dUHrF4A4E4qXTMpxxoBXVPp8Pxo1jT3k5FfQ9kSJAbonxuAsP7o4Df/Dv7DTe058Ze0/GSPrruW3txWkNquNxMiuHHo/Hw3jLfQew/Rvf4KTHH2f0ySeHlge6fX83v7CYPLomPmwkn6OPhrfHjmIL8CrQQs+K6mBFTHehoNqng+REKbNcbJi4di0dDQ1MsJwElmgiSxmiJpiFG20nnwwNDVQedRTQs0Ved2lus1VFRt/7b5/ZysLVEd+ApOU/RlHJ0qwjSXN17c+zCoMXrL10xmGUiX+H8bdflREeVKendwXVHc2Db/2R5TN+Po6C2IPq4NBzbwKD6pz9xs+hftiIPtez2+20Yvw/aKlq7HPdPDOoLp4QRVDtMgo4HB4F1TL07d5YgxPj3GPUjNFhj1WnG8d6nTsHd+5vDaWDQbUqqvvmMOcw63BFP7LFb/aoVuuP1KCg+iDwyTnncMqrr3LMLbfw/i9+kezNAaClpYUWyySHu3pplTFYrVVVBKeqa5x6Ee3YyQZOeuwxAKZ2dPTat3is1wjSv3CNnU2bYP16uOgiGHPvvVjjfvt3vskdD4/j6aYFVFTYWJdrVFfveKKOtDRIS4Pv5D7Ip378YwC22st5hc8AsPhhGx0bjGE/q8cbk0qO7+jAPcATYb/Xy5StRiVEpd34863/f/9vQK811H3wox9REgiw2+Gg+TvfAaCgn6qhA8XdZqmozoit12ywojoYxDaZvyv9BdXZRV0nRM21zTG9Zzy4vMYJRyArPkF1Rqjndv8V1XZ7165MFdUyEG63OyyoBii0tHLa+957ANi7fcdcsO9vFGOMzmkjEy9pfPazkFlezhRgvrle94rqF154gRkzZvDKK6+ELQ+4jD2aU7/HCVNsOSYY5fPxwQ9/iHXK2xFeb1z61IocaJPM/aJv6lTIz8dnBhqZ/QQaaWarCl8/F5r9ecZxRpYnvj2qZ+812n7UH3dc2PKswuAF6/gE1VnVRjFJU2F4mOpygQejqKCjefDhaY7f+HmnF/d93BZJMKj2uxO3DxjZYpz/BCaP63fdNrOiuq+g2tPRGTpWyy3tfzJFv9kiLq1TQbUMfbvWGBd+PKSRPzz8u6UpqwAAZ3XtoN4jGFSnpaWRk5MTtkwiS28z9lPuzOgrqhVUpxYF1UNcR0MDsyxDVn1mQJts1mpqSFxFdaP52d2kc+oXyljLkT3WqVq9usey+soWxmBs0+GfD3/O2NNO450LLsADbHa5ONIM/9PTYfRoyF9gBM9zMSZJzKGZ21p/HHr+nf5fsN2MPGblrmY8xjYuSzufBpuNNGDHyy8P6PNu+te/KPP7aQG2mm0vJq5enVKV9AdCwO+n1JyUcsv8+Qw74QQARra1pcTPorPdOGD34sCZFtts9cHq4FiD6pzi3NDtlprIQXV7ezvnnHMO999/f0zbFI0Mn3HCYcuOT+uPzFDP7cgnMtbJFG02W4+fmwwN9fX1NDcf+Asr3fndboJ1MDXmxSJbZ9ch0p0nvs0RR4Cj1vh9/KXtJuopYDYfc035HwBotvl45x249lojmA52Vc3LyyM9PXxkxdy5c1mzZg2f+cxnwjfEXM/pV+uPROhoaKDIHIW1LP1wAMY//CIAb6UdSRt2nMDut99O1iaKDNhk8/jHN9loABIwJ2XO6ieodnVGd6HZXmy8Xo43fkH12ldXc0RgA35szLvpgrDHsouM44A0fHh6+QzvvvMOayIc50dS1GJcaPSOKAtbbq2odjcPvkoxJ2D8fLLKC/tZsycfwaA6cUHJeJ8RrA2be1i/6waD6vY+CiAaLSF2flkUQXWG8Zpp3tSYAF1it+avf2XFsGHsePXVZG9K0lVtMqqlG8jFZg+P1tqLigHIbqob1Hu0mRfPMzMzyTD/flRR3bdMt/E97M2NfmSL32z9YfMrqE4FCqqHuI9/9zus8dWMiooBV+vG0wELqj/5BIAqSikpsfFq5uk91qnpNpkhwKpn38eBnxaymTTv8B6Pn/TPf9K+YwdlW7bgzAgP3sZfYLQTOYbFVO3t4L9X/5Fi6tjBWNLwcA/fI32ycbIwp/S/jGcdAB83zWKHGTZWv/HGgD5v5YMPArB2+HA+9ctf0oJREbbB7LN5qNjx6qtM7ejADRxx992MMofm5wP1ZsV5MnnajZDJhwNLV4qohLX+oCuozs/v++A/I6+rF3ZrXUvEdR599FGee+45Lrf0aI2XTJ9xwGTPjX3yoIivlx88QfXi9/W8+GCdTBF6BvyS+hobG5k2bRrHH398UvqqWxW2tODAaL2xx6wqHGYZGXF05wesXg1pdcZ3+NrADJ5yfhGA0xr+CUBduo1588DpDK+g7t72oy+2DCMsSfMpqE6EajPQasfF/Z6fADAKY5KwZZ2fYRMzAahasiQ5GygyQIFAgCnBO2YLO8yK6ux+qpFDF5pz+g6q08uM18v3RT7GGIj3b34CgJX26UyZNy3sseyiru3xRLigWbN7N0Unnkjj0UdHtQ8p7zT+1jOnjQlb7nRagurWwYenuRihUs7w2IPqYEV1onpU7/tkLyMwJu2dtfC4ftaGdptxbOmu7/3/eVOlNagu6H8jMo3XTPcpqB6qZn7nOxxdW0vDl7+c7E1JusadRgjdYItQuWtWWBe2Dy6oDlZPZ2Zmkmkeo6qium/BkT+2gtx+1uziC15oSEAbyYDfz9Jx41g+YkSvo/0lnILqIc5rVpUu+dSn2Ge3kwe48vNZOm5cUrcrGFRPmjQpdD8RAVLlxzuM12c4S5bAN95a2GOd5nXreizbs8SY8XqbbWSPq59B+WPHkjdqVI/lE88+m0YgG6h76znsbz4LwCIW4DUPdMuPM0LF0t27KTSHw72zezL1o8cB4B3g5JLF5vBzz+mnk1lUxBpz+6ruu29ArzdU7f7XvwDYmJdH4cSJZBYVsdcMLPdaJj5LFk+ootoZc1A90NYfNocdtzl0ta0+crWT9ep7IBCIuM5AZQSME13nACYPivh6uV0nqG2NPYfhW1t/gILqoWjp0qVUVVWxdu1aVq5cmdRtKTOrVdzl5XSY/TPLA10n5kfYlwJQ4jf+Hsccnc7UrxmjJSZ3GOvVWYbNW4PqkSNHRr0dtgzjbzjNr9/jRKg3jwf2MpIX+Bw+uka8rBt2LOsxLly3f/RRUrZPZKB8Hg/jzNsB89jbZvbCz+knqHb5jf23PafvC83Zo4zvtfxA/ILqkhXGce2akT1HRGYWdF2A97b2PK7Z9eSTTAVO6OykctOmft9rTMA4Nxlx3NQej3ViHEN0tg6uHUXA7ycP4+dTNC76i5RBXrOiz+9JTEXfx/9ZDkA1xYydPa7f9TvMoLqzsff/583VRlDdiTOqCcRtWUYBkMt/YMOa9Q8/zIfFxaw9RFsmxst+y/5xSmPfvcsPBW17jIlGmx09L/RlTjAmLC31xi+oVkV1dHJ8xnG9oyj6FkyhiuoBtP5Yfd997HM4WHb11REf3/zMM8zbuZPj9u1j9V/+EvPrH4oUVA9h7fUNzDQnBlkx4XpenPLt0GPzdu7kvT/cm6xNCwXVs2fPxul04vP5qKysjPv71K0zXrPaUchhh8Hwo49mybnn8uaUGTzBeQA0rO7ZH7tj/TYAdrv6nvE6ErvTyRbz4L/y2WcZbvYxXeL4dGidUScY1SxTzRmtKymhyZ/L1uwFAGR9UsnK+x+io6Eh6vetXreOw82+387P/ZANG6D2lAsBGPfhqpRoeXGgBJYaoVHNlBk0NkJjI9SZkyW0btuWzE0DwNPWVVHdy3WQXvVWUd1fUA3gxjhB6GiIHFTn5nZdVW6K88iLrIBxwOQqik9QnVXQVZnQGuHzWCdTtP432UF1zYYNvDNhAh/rIKRf1nD65QG2Q4qXMvOA3zNqVGiiJ6tJ/r2k46YUo8fpiQvzGXHO58PWaczp+t23BtUzZ86MejvsZqVZmlp/JESLOQprLyM4/nPF7Hd0fUGf9uuT2WBOluzcvDkp2ycyUJ2traGTOqfZ8sNebAw7z+tnv5hpBtWOfkZEFU4wWmYUEp9wqqOlgxPajVGPBV+d3+Px7MKulkmRgupGy4jJyuXL+3yvXWsrKDAnvp2+4Igej3vMQhPPICuq22rrcJgz3RQPIKj2mRXVdCYmqK58x7hYt9U+up81DR12Y5/kbeq9b39rrTlpGdG1frOblfsHMqhu2b+f3Msu46i6OlpuuOGAve/BaNPvfhe6nQXs++CD5G1MCuisNr5Xmp09g+phs8YBMDwwuDmUVFEdu1y/sc9wlUWevDySUFA9gIrqoquuYrjfz/F/+lPEx/daLpA1//3vMb/+oUhB9RD2xJf+QB6d7GIUP/nPOfxg4x1sD9VTQO0v/520bWvesoU3gbObmxkxwphVOhETKnbuMq5i1rsKQstO/s9/+PSmNVTnGkGB+5OeB7eZe4yAv7agfEDv23y4UXWV+dprTDEDjtNuOQaAH/0ISo85Jmz9CodxcP/X94yK72Oad/Opy7/B4nmfi/o91/72T9iBFRzFvK8cyfTp8NVHf0EHLsZ53Sz5y/MD+ixDUdlm42f+pxU/o6AACgpgZ9uJADRuqUrehpm8HUbI5CXGcmoGXlENhCqq23sJqq1V1Pv3D24G6u66gurYJw+K+Hr5XSfMHU09D8a6V1R3/7kly9qLLuKE7ds54qqraEuRyT3jZfm117LV5eKdb3+7/5Wj8IHl5ObVJPc5zDeH4flLSvBm9DzZdhLgKD4k2xzSPe/cCYw/4wysg9FbzXAIBh5UO7KMv+H0gCqqE6Fj607ACKrPOQc2H388APvsdj7/1SI22o3WA7m7NcmXDC1eS3VdmhlkOMzvobx+ChmCI6LS8vsOqkunGsfzBTSFRo4NxuK7X6SQRhrI47O//FKPx3NybaHjms6WCBW9a9eGbjauWtXne2185WMAaimkdELPY//g8Zq3bXCfq3qrUajjx0b5xAEE1WZ1Q8CTmH2Af+MOAPZkR3f+02E3fv7+5t77kncF1f1XUwM4EhxUt1ZVsfi009hpabP40emnM9o8Pjxs376wvxeJjbPbRaGtDzwAwOp776XBMm/WwSoQCISdT9kajCPBDlfPoHrsscZ8AcOoo30Q/e9VUR274Mif7JHFUT8nMMAe1e11dYyyhNvrcnJYk1XEP656iiefhNpaKHj33dDjUzZsOKQKDAdKQfUQ1dbYxvFvGBMnPlH4VS6+xM6XLsnhpq+u48KS5wCY0Z74iqBN//43FYsX91g+4+23OQW4eNEixpQa/ZmqquIfIKbVNADQmtuzf69zohGY5dT2PLjKbTWHqZUO6/FYNLJPN3phzzGDqE0ZGVx67QQ+/BB+8xsomTED6+6jeZiDefMg8KkjWWLv6gk3dUP0/ZQ7/2MckP/PdhbFxVBcDK7iXF7BmIxrxx+eHtBnGWp2ra1gaqACgOV0/SyrMU4IGjb3XvVxoHjdwYrq2L9iu1dUN5rD6qzV0L3pME/o3BGCXeiajAPiH1RnY7xn1rDoe4H1JSOnKyxsj1DJk6oV1aUbNoRuv//1r4c9tnvp0iHbl2zzM89w3O9+x0SPh7l/+1tcesGvsLRASsSIm1hkmr83e1uHsa0qvG9n8Dfqisn/B0AbTsonleNIT2dDVlew47aE09agetasWVFvh8McNp0eUEV1IlR/bJxcVjmHcf75MO/ll1n8+c/T/sILFBXBkecb+5GxnuRP8CkSC5+76+KK0wyqnWZ//IJAoM8ezplmUO0q7HtE1OhZY0O396wf/Nwz+94wwuN1jklh+/ygnJyukWLe1p7HAQUVFaHbHnN0Y28qP9gCwC5b5IC206xk9g4ygK/ZbpzrtJBDTl7sxQpdFdWxH8t88tRTrH/kEfx9HAflV+0FoKk0upZUbqfx8w+09V69GRzFFzwG7U96gfF7lhlITND2wUUXccobbzD8tNNoqm3j3Zvv4CSz7VM7xnw2Gx99NOw57qYmdr7+ekK252Azyiz22mQGpv633mL5T3/KrCuvZO3pPeeKOtj84phj+MnkyXjM43mHeRHHnd0zqB5/1ITQueDmZZ8M+D0jVVR3dHTEvY3jwSTfLCUpGBt91uM3LxTaY6yoXtetBevhra3MbK9nwV++ywXndXL05HpmWNrklPv9VLz5ZkzvcShSUD1EPXXYN5nKNmop5GvLf8hDD8FDD8GDj2Xxm1eNIW1j2MuuNTsTtg1733uPqV/5CmM+/emeB0X19aGbT65bx4tAg7lji6ecFqPa1FvSc1hH/iyjrUd5Z8+qxnzzJDR9ZOwTnQBMvuiisPv7DzsMmw2OPBJcLqM9yL60tNDjjkk5vPMOfPCRk7mNr/LMHGPyibGBSup29H+w31TVwLw2YxKoKT8+ipoauv6dbPz/nlOxnO5tCA/Gq3Xv/d8rAOxkJHvcJbjd4HZDZ765c6lN/mSineYkOPGoqK6trQWguLj/K8LByiNPc+QTilbL0Nn4B9XGSWTe8IK4vJ7dYQ8NxY2morp7wJ8MTbt3M8VyMWD8okWh78bFZ5zBqBNO4O1zzknS1g3Onj/8IXTbAXx88cWDer26ujr2WPYJ1osoyZBj/n96++NS9reET7S12pyQbGbVfwGocwRCcxtsswTSnWVlXa9naQMyY8aMqLfDaYY16SioToT0GvNkb2KA7GxIy8rilOeeY8IZZwBw7nfMYC9OFaMiB0qn5TvUkW6OzCg3QtlCwO3ufZRAlllakVnc94XmnKIcWjEuzu3fMPig2rbJqL7ckzMi8vtZguqOCHNVjLKc+DssoXUk7s3GqM796ZGrnIM9qr3tg/vubdxtnP80kYvN1s/KEfjsxnbYYrzovvIPf2DKl7/M9Esu4a1583pdb1SbEVTbp42P6nU7ncbvkq2991DZbQbV7miDarNyPyOQmO/Y0nfeMd4HuHnYPYy4wWjF9heu5K3suQDUPPNM2HNWTpvG2NNPZ81f/5qQbQKjj/yS889nR5JHkA1GzYYNjDV/N6svNNpPDt+2Dd+/jVHcoxIwejqVtLe08JsVK/j91q18+OSTBALgbDF+HraCtB7rp2WkU41x/rbno4G3poxUUQ19f6+nin0ffMCa++8/oO/p9XjJM4PqYZOib/M60IrqFnOE6E6nk0pb1/dgKdWcmPshR9a/gRPYlpbOarPw7JO/P0UCajgPKgqqh6DHLvozF+8zZsn+3xd+yvAp4Qd4Y48YSwXGsg8fStzV4R2PPRa6vWvJkrDHCiy9l8vb2zkDyH7//bhvQ5HHOEhNH9PzwDM4WcqYQM9ArthnVqlOiH1YHkDB+PHstMySl/X5z/dYp9bSqsFhTmwDkJ6Tw+ff/Tc7GI2dAEt+/1y/7/e/ax4kmzZ2MYLzfhPeLuS0P11GJ04O5xO+POtjghOjLxs7lgqXi20vvRTrx0tpjW8Yk3iszZhMejqhf+5844vf1RS/SX4GKtj6Ix4V1TVm1b61QrM3HptxkORtiXxCYQ0Dg33k48Hr8ZJlVlTnDWCW+950hnpG9vw8sU6muPWFF1h87LFhk8DE28b778cJ7LfbaQTGer2suvNOtr30EqeYPZinLVqUsPdPpJFm9fO75sSARy9bRnWEiWqjta7bc5MdVGebv0/bagtpIbyqsGn2bABmm6FIg+UkYd+YrlA7MKJrXzxr1izmz5/PFVdcEdVoiKD0YFCdoBP4Q12x25jQKG1s5H3/iMO6JlDevzl+35EiiRasqPZC6EKay7x4VgC0R+jxHJQVGhHVf+uueowRjPXbB3+GXVxjXKxsHhG5X3J2dldQ3VofHsi0VFQwzFKMkdPPGX/aXuNcoC63l6DaFgyqB/fd27zHKC5opu82Kr3xDaBHasDvJ+1XvwrdH756dcT1/D4/E/1GkFh+4uFRvbYnzdgn2ftoM+BpMn632m3Rtf5wmRXVWcS/orqzrY2xluOJO/gpY6lgKxP4GbfzTqtxUbLmTRvPmadf6x95hOPMY+LaBE60+PYpp3Dyv/4FZ52VsPdItO1PPgnAZmc+FTOvA2Cy283hO40LIKM7O3HHeQ6cVNKwY0foduurr7JtG+R4jd//7FGRi5OqbcZ5Uf2mgRfsBdt8ZGRkhCqqIfX7VHc0NNB5/PHMvPxyVvXSuzkR9m7cgx2j2nz4tOgnNA+Y55R2f2yV6vYtxoid7XPm8P35e5jOOl5zGaMzf3rCnznL9gIAz3V+l2X2rwCw8zEP99wT09scchRUDzEfv/gRn3n0ZgAeLzqHi5/9WcT1NqZNAKD+rcgHK/HgsfQX3fPf/4Y9NsI8IN7/gx+wfbh5JSuOwVhQia8BgMLpPb+Epn/2UwDk08SutV2VFl4vDMOoeCg9PHIVRzS2z5kDwFvTp3PU9df3eLytpOtgOKdbj1KHA1ZnGkF6w/N9T0Lh9XgZ/oRxYWJp4RwczvA/27Gzx/FBjjEcc/rG//GVr0Dl6rUcX1HBWK+X9LPP7nMY4FAzbKexM6gcNbHbA8aBQE578oNqnydJFdXmVVxvhGAXEtf6o25P12zWRaMH1k4nkmCFkztC8B5r64+ayy7jlPffJ+Poo2mJczX5pn//m7cuvJB286xn3cQjWJJvTK5a/9+XqLi3a2LbbL9/yP09VixezGS3Gy8wbckS1mdlkQOsu+SSAb9mMKg+7DBj8rpkBtU+n49glNwYyMeXEf53m/+58IuDrZZq6aapU0O37ZbQ2uFwsGjRIu61/L+PhivP7N2piuqEKPMZ36c5U0ZFfDyvJC/UZ7Vy094Dtl0ig9UVVNtYvhyWL4cPtxnHoXbA3cecCcERUbllPdvodddgM74tmyuqB7nFMLbDCG4yZk+O+LjD0VWl29EYHlTv7tamoaSfcCy/0fj87SWlER/3mkG1v2Nw++cOc2K1VlvPNgDR8JnHgLFUVL//y18yw3IhYmJHB+11dT3WW/3SSoqpx4uDOV87KarX9qYb34fOPio3O83eu25bdBXV2SXGBZHMBATV7//fk2Rj9Ai3qvntD/nWD3NYjdGKa1L7br74Rdi4EepuvDG0XloCSxyPMXvUjus+/HUIaTN7wX/sPZ0LfziRjRjHQAXmMYsD2HUQtzRotgTVrFjBW29BAQ0ApJVELtSpdRYA0L5j4C3ugpXTGRkZOJ1ObOZwjVSsqF5x662s+vOfAVj+9a8zxvwu8990U2idgN/Psh/8gLcuuKDf0d+33XYbkydPZvfu6EfxVH5iZE7tZFBQXhD187qC6tgqqrP2Gv9v39p3Dv9eNIxPHNPp+JSxr8lbu5QzMNqzvsiZvND4BQBO5B0OgZbug6Kgegjxerw0feE7lFDLx7bDOGPdg72uu7fYCC6zo+gj2tbWxlNPPRWatK3X9WpqWHzSSXxgftHkfNLVa8ljTqzg80FTQztjzS8d18UX02hWmTnivPP3+/wMxzhQHntszyFspeNLqcFoCbJx0arQ8n17vAzDOGAdc9S4Ab//ye+8Q8O2bZy0bh12Z89A0j+2q5ffMDPUtqo/ejYAM3etor2+AU+kiWKAf0z7Nqd436eNTMpvvSLiOt4vGFftFvIUL70ET1zWdeFglM/HjldeifpzpbrpbUbv9cx54bO2p5uTJRR0Jr+3aLwqqr1eL/VmG51YKqp9bZEP/hPV+qNuV9cJcNHI6GdX7o8n2HM7wgQksVRUd7a1cazZA7kgEGDlz38et20EGPOVr3DSY49x8po1ADzT/H1eaTzXeO/lAfzv7witmwtD7u9xm1kFsaaggMKJE2m7zqiiOfbDDwdcoR4MqueY341tbW1J67XndrsJ1hE2kUd2WddBc4PNxrgvfCFsfU9+V5iTPnEiNwDXA9kjo6/a6E1XUK2K6ngLBGAExnHI8KMm9Lpeg/nbUBeHilGRA8XbYQQWnWQzdy7MnQvHnZJBO0ZFbP22yMFyW2NbqNVQQRSTTjXajQt1Hft6BqGxaKjzMjlgtCeccOZRva7nDrYA6xZU15vnHTvMNnsjvF68fYQ2ZR3G53dOjFyg4jV7Q/s6BhciemqMc6kW+8AqqkNDz73RByV5d94JwOJjj6XKbscJbH2657w1ax42JhfcYJsY9bGaz2X8/jg7e//Z+sziiOAxaH+yzblMgpX88bTlGWM+n1eYz9PF8+kE3r7kEo796VX84Q9w7q+M//+HsQFHoJN//q2RI7Z1tWQYlqD5Mpp27w6rsR+q85VgVo5uZjJTp8KHGT0ni642W68cjFotrU3Ktu3mmmug0Cx+SyuNfBGs0WUcU/grawf8vsFA2uVyYbPZSDfbO3lS7PeoYvFijr7+emb/8Iesf+QRZlkKGY+sr2fRg2tZ+noj70yZxvF33cVJjz/Oiptv7vM1f/7zn7NlyxZusgTd/anbZvwdNxL9iEboCqpjbf1R0mice766w2gtdOWVMPLLJwNw/K5dDA800Qp88Y9zWYrRmmkqn/CHawc+MvVQoKB6CHGmO9ly0hnspYymv93d5xUi7+FTABjT1HfPNoB77rmHL3/5y/z2t7/tc733Fy7klLffZs6vfsXSK65gguVqfd7mzTz+OJSVweySajKATqBg5kx85tBDl6VvdTxUrK4IncxPPfmwiOvsthnvHZxEBWDrR3twYnwBDZs2ZcDvb7PbKRjfe4+39CnGa3uB8ghB9Sm/vwQ/No4OfIytqIzKvDHcdcn/uOceQv9+fcJjXLL9IQCeOOlqTrliQcT3Ouy66/ABR7GScWwn/4NNYY/v7VbxPlTtWlvBZHYAMOfy8J9FntnGpcif/CFnXrfx++UfwFestaK6zvI3VljYf0uN4EmCv5dZ661Vq3URqm0Gqmmf8bfdRibO9NiryHvT1TOy5wlSLBXVGx56KOy+3TIT/GDtefddrHVTfuCx/Z9nBUcDMNu7gbFV4dXC+55/Pm7vfyBkvmKc+L3k+j5nngk3LP057zlmkgl8eOYPePyqf/LmldfGVKm+fv16oCuohuTNYO7xeEJBdSP55I3s+rutS0ujcOJE9tm7lvksF43Kysq4GbgVKCgoGPS2ZBYYp7IKquNv76a95GJcEJ58cu/D3pvM1i8tewZ+UplsLS0tKT8kWOKrw7yg68XJ2LEwfrzxL9jKaP+2yMUQ9XstxxlRhJfNzmzjfaoHdky/6V//YvmIEfz+S/8LVdTO/tzsXtcPHtd0Nod/J3rWGvulnRMn0gm4gL2WCXq7G+k3goui2ZMiPh5s/RFwDy6o9pn9mtucA6yoNntU233RVVS3VlVxmPm3Pv2vf2WHuX+qjdBmzPe+8TP7JGdij8d6488wJ/jtM6g23t9jj66iOsuctDMDN35ffOfScW7ZAUB1UT7n7P8fbTt2cKJ5DGi3w0XXf4pmjH3sFD5h/R9fC4uyxnZ0RAyRG7ZvZ8WwYSz58pd7PLbrrbfCesRHsunvfw+7v//DD2P5WCkje49xnLeZyTz5JIy9sOvCfZt5NNy2YlUyNu2A6LDMrTK5vZWGej+lGD+TTMuoOquWbONnlF438BwkeHzscpl/jykaVG+77bbQ7emXXEJRIMA6prMW45jr/y7dzIbTr+HErZtD6znM6utIrJMA77BWs/dj/wZjv9bYrZVffwZSUe1uamKUmT1MPWsU998Pv/0tTPna17B+i68tK+O7V+fw2IuFbEo3zjq2PvJITNt3qFFQPcR84/WbyNq3kRO/eVqf6436rBGSTPdt63dIheeNN9gIuPoIbzoaGjj87bdD90c88ABFluq30qYmfv1rqK2FkV6jQmKPw4UtLQ2bWVGdHeeeVduWbgCgjgLySiL31dtnTppSt7KaJUtgyRJ497/GDqWRbFx5kZ8XD8XmZCY709NDM7BbjT1mBh+4jOGOGXgYHahn4SPf5sffa+d734MbvlfLFUuvxk6Ap/LP4NIlt/b6XiWHH84as8rvB6PvZT7GRB2fmJUQPnO4WXe1mzYNqQkXrRMpTjou/CLD8FlGNWOJOQQrmfwe40THiyPm51orqoNtPwoLC0PL++Ixh136IwS7EB5Ux3O4WEuVOdR1gD0ZexMMqjsjBO+xVFTXmZO8VJph45SKirj93q+9M3xkyxN8lXqK+Nbdh+HFRjmVTMSo1nnUdoGxje+9F5f3PhC2vLeFo9uNsWl/rfwGL70EL71s5zrfnwA4q/IdvvqXr/Hpe3/HGydHP8Fi94pqSF77j+4V1XnDu/ps1pn9pXdbWu/YzAnKwAiqg+ISVBcGg2o3Q6xDTMrb8pZxzNBILiXjy3tdL1gx2rZ3aAbVHo+HyZMnM3ny5LCTPDm4uVuN/aQXJxs2wLZtxr8OsyI5OOFdd437GgCjVUJvx9JWrenG34etrrGfNSNzXXQRx+3bxy1vngNAGw4yC3p/X48ZIHu6BdUuM7QITJvGHrOquqaXuXDaGtsYgRFUTzo18uS2wd7QAc8gv3jNeVLaBxhU+4NBSZQ9qve89RYAdTYbpbNm0Wa203KsXNlj3RH7jVG2DRMit1qJKMv4HOne3gOxQJtxPOlxRFdRnTOsKxpuizBJ5mCU1BtD/jvGjsLudJJvGd0KxmT3O8z2XSfmv8cJGNW//8xfSBuQAVREaF2x6nvf4+jaWk5+6ikqzfYXAKv+9CdGn3wyO4qK2PdB760cW83/T0HVCZi36UAoaTAC0+r8scyYAaO/+tXQY/9hIQANm6L7PRiKPJY2phl4Gc4+SjFaUuRMiDxSq9MsNMpuHdh3JoRXVEPqBtUlb/b83vk5v+ED55EAXGX/I5fxAABXZxkB9ZH19dRs2BDx9ayjf2v6aF8FxujZ4LndlqXG90p9ekZfT+khGFQ7Yjh2+uiZD3Dgp4Vsbvv7WL79bcjIgOzSUjZb8h+POWn3GWdA5SSj/VzHa6/FtH2HGgXVQ1A0vXaOu+QUPKSRRwtrXogcUgZ9+803mQrcYA6ji2TtPfdQYgmmx5v9tfabwU+5z8fWT4yDu9EO42pjTbpxYp9uXmHMj3MIUb3aCMT323pviRCcNKXjEx+nnAKnnAIvPGT2/rUlLqQGmPqVr7D0u9+ls1s1p9WoNx/i1Quv4IFvP8VO2zBGspebR9zIl78Md+V+hzKq2Ogs4cytj/b7fo2nnw7A13f9kRHso50M7rL/EYAiy7C2oCXnn0/xtGks+exnB/YBk8A6kWJ3448xqtuzaKdmZ3KHbHs9xgmGzza4iupYJlIE6HSYFUEdkQ9crK0/4lm92lplHHy1MrATs96EguoIPbe7V1R37+1tVWS2p9j45S/TCpQEAmzuNuP7gLfxf12jNTYxhR/yJ84/Hy69Mp+tGV2B52YmsShg/K0VRNGSKVW89dMHceBntW0av35wHA8+CA8+CF974FT+PvwSOi0XYyZsiW5G89raWs6srOQ94OgrruB9m42vkbyg2uPxEKwJaiKPwtFdv8dtZhDdeljXqJ00S4uPeAfVOUVGtaILN0kqMD9oVa40/u720fckysEh+97agZ9UJtOuXbvYv38/e/bsiWuLJ0ltnjbjuLyTNNIsOVGw57q7l0CwaX8DAG1kYXf0f8zSlmUcO6c3Dezvo3t/3uZ+3jJYUb1nexovvQSvvgpuNxSao8KyZ88OTV5e8pOfsPjss3u00lu76GMc+HGTzuR50yK+j88Wn6Da3mZUF7tdAzseCpjHNNEOPa8zA8+9Wcb3VtZJRu/psm79XDvdXo7yGCOZhp1xTNTbYzcn+M3w9bFDMkO0aCuqc4q7gurmmvgWMY13G+eguXMi/38GqB9lhERfOewBTsgw5hZ5272AnWaoVBmhcCvbEixv+O53Q7cbH34YMCYU3Hbeeb2+Z4Y5iiyoxWwVN5R0NDYxym+cR8w8dxw2G4w97TQWn3Yai884g8YRBQAE2mx9vMrQ5uvWxnQaGykyW9gUWY4TrWxlxkiVAvfBHVTvW7uZwzuNFkv/x3cAeIe5fPqPZzPpQuOL/lS/cWHoibRz+VPb91lvM87dt/SSlWy3NHHesGFDr/MQfXjbbaRlZ/P2hRfS1gatW42fV0dhjC0FzXnAYqmo3r/WmM+kkmJKSsN3aC3Z2aHbs2/tKjh0nHIKtTYbRFGEdihTUH2QKijJYqPNGN628uFuAXS3PqAlUVRWtrz8MgD/K5xHvSWMWlowHw8OnMAI9jJnDnxquFEpV5NmnMxnmO0xiuP8Zdq2zbiqWe3ovSVCznTji3yicyOHHYbxr9gIuJtdia80mnfPPUyzXG3ubuTcuXzm0Xv55v0LqbjEmLDr6/t+x41f+CfnN/8HAPcff0lWcf/DMaf8zJhYswDjc71tO55F7UZ4PbmllXM/10GwCGDHq68aM08DM4bQ1byibcYOq6r7RIrAqMNGhCqY96yLfsKFRAh4gj2qB15R7fV6Y5pIEaDTbp6ddhzYiupWs/KwxRbnimqzksoXIXgPq6gOBPjBvn38mJ5BddPu3UxvNvqWT7zqKtabof/ef/wj4nuufeABtqen814Ufaw97R6ObzOqBx65/HFGNW9gZ1spjz8ONhtUWYYB7irL4EOMPpyTmpqGTH/C8veWAvDRqDl8/euE/l16KVy69yG8tVW880/jBG66fxt71/U/M8j6Vav4A3AMRtXXnECAa0mdiurhk7tOooNzDQRP/gEyx40L3bZeRMq39K4eqOCQ6DS8tLWopDqeWj4xAoxKZ9/fp61pxveYvz758x0MhHW+ka1D6KKYDI6ntav1h8Ny6BGc4M7TFPn7tcW80NwW5YXmzgLjey6rbWB/H/vt3U7knX0fJ3Walc6r3ivjzDNh/nyj//awDuMYYLf9OKqzjfOd0T4fp7zwAit+8Yuw16h4x6jWq2BEr+3JghXVdA7uezfN3I91Zgy0otq8+B5l648OswVKo7kvGnuuMT/GBLebVkuo9vJvn6eYeprIYcEvFka9PfYc4/sww9/HMaN5jOZ1RldJa63cb62L3wToLXUtjMfoIXzYOT1bLgYFzAnuc7ZuZlqHcczyTsdc9hcb56sd3dpytFZVMdNSzVluqagu29TVanH2jh007408Ce8Y8//FNjNg9G7eHHG9VPb+E+/iwE8zOfzwtq7Wl6e89hqnvPgiLvMQKK2P6vshr1vbxGMwjn+90Gs70MxxRkFDkW/wQXVGhnHhKBWD6nf+YFz02cgUzqu6i7d/eC0TP36AH15tZ+RXvhK2btmdl5GZCUsCRhvPlpeWRHxNa1Dd0dHBli1bIq434vrrATjpiSdYtgxK/OacDOWuiOv3Kvj9G4g+qG7dbXw3NNp79sNOv+EG/MDiY44hd0TX/AjH/uEPFHm9nDKERtgmg4Lqg9iWLOMEe9tzLQRbKq249lpqnE7W3n03YPT+sXYxbKyNPNQ152Pji+G5+otZwvzQ8pfrzmUXxvuMoYLTT4cRdmPnW2k3vrDzphozApf6/fijHMoWDf8eY6df7+o9qC49xgjLp2S8yfr1sH49XHymEbq785IzcVdv5t53HzvS0hgWCHDY176GA3ivrIwjrroqqucPP/poNmV0DXHxLhhOVe5E6ikggwA7/reea681Htth6SGVFQhEHZq9c9llfJyfz7vXXBP15+pNW00Ni884g7X/7//1ud7SK67grQsvZNMmONxtnHSP+sLUHuvZHfZQ64lgz+Rk8XcOvKLa2voj1opqrzns0tZ5YCuq27YYB+Z9XTQaiK4e1f0E1du2cfG+fdwG+LoF1Rvvvx8nxoRLo+bNo/U4Y+LR7GXLIr6n68orGd/ZybG33dbv38Wi3zxNEQ00kMd5d5xDdo4da5efwFFdE0TZj51I++gptJBNNrD9pZf6+fTJV7+3jpPdxlDWsm+fHXGdzKIi5n11DpuYgJ0AD3/baDvk93p5/5e/pCHClNZNTz9NIVDncsFf/gJAEUmsqG5pCUU0/uw8ho3r+j12TTOqssYu7Dqxz7JUVI8cOZKMjAxyc3MpKhr8RKKZBV0Huk3Vye+3fzAJ7DNOXOrTC/pcry3d2I/YmyO3Skh11vkHFFQfOrwdxr7PiwObpaDRHerxHLlneXutETi3EeUQ6WHG92OeZ2DfTw2u8OCgLb2fKtxcI8gcV7iHo46CvDzYuLKNYnMCyK/fcBzLK8JHBu57e1/Y/aY1xn5or7P30RReszc0g6yoTvcYP2df1gAnU4yxR6rd3Md2jJ5AezvkTZ3NXnsWDuAbn1rNzJkwcyYs/40R1r/nmklGTvTD4dPyjYrAjEDvQbXdDNG8zugqqp3pztDxXUtN/C4IrnnxI5z4aCOTmfNn9bpegXnheU51NblAGy42Mo1tmScAkN4tRF73l7+QAaHz5Snt7Zz6qWpOOaKaKe3GsXQTLrKBDRNO5pEJF/G3mT/g91d9zF13wV3Xb2OEz4cfqDjGqGZP73ZstHvp0pQvYKh47WMANtvGUloW4fwm06z29aX25xgMe0ND2P3jMIoBa+x27L1UxxZONY4ZSwMDnxtoKFRUt79uFO6syZlMUUk6J955O8NnGVXmE844g8ULjFB6+fDhfPrKM3jmGXgvzZh8sGhd5P1J977UO3fujLhehqUIc/F/qykzWz3RywSXvTIvnNpjmNzdU2lkDk327B6PHXHVVTRt28ZJS5eGv01GBja7Ytj+6Cd0EMs42jhImu5bz2OPGcuO/t3vGOb3k/ejHwFQuW9f2C/B/ggz9Xa0dHBYs3EVcGv5sSw95wZWO8fSRAaF582l0hze9qWj3+bHP4aSTmP49y7PZAIBKDBP9NOBxggtKAYqvd74wm/O6T0cy59h9KIbZglA/ObVbnccqt/iyZmRwZ5vfStsWd7vfx/Ta+z/nFGV/XFeHqc/+X/c/1d7aFK3OXzAK69AQwOUWq7gZQHbzYr5/ox++GGOaGpi7h//yM7XXw8t37diBWv++tden7f5mWfY73CwZNYsvB0dBPx+Vh11FKe8/DITv/Ut1j7wQMTnVSxezLz/+z9OeuwxHv7+K0zBOHg88lufj7h+MKhuqUzukO3gZIoDqai2trCItaI6FFT3MhlQoiqq2WscENRlDj6oswpVVEcIqsNaf5gnFU4g0C3sbDcnEl2W/TnmzIE/rzMqreZUV/Nc5gIWu+bw/VOX8vTTRvX1ZMvPZcWvftXn9jXfZ/S+XppxZMQTv2GWtjqFnzmdL5zr5COMPm07n+450VGqefGah8imjV0MZ8F1vVdg2WywrtCoaLMv28qbb8LSyy7jmFtuYc2CnhPAFixeDMCG6dPhzDONZSQvqPZaJvotHp9HVmlXmJF/xBEAlM2ezYdFRWxLT2ec2WcOIC0tjaqqKvbs2RNVH/n+WOdNiGelmYDD/P3qcPUdILkzjJMNZ8vQ/Plbg+ptcTzmktTmDVa1Ev49FKyoDk54111HrREQtBNd5Vn6SOP7scA7sKDa1e1ickdG36Gpvdj4XPPnvMmKFUbrj88e/gkAzWQxenoeb4y/hNftJ/AxxjG/b0e3C/EVRnBdk9n7RX+feexl8w6uoCbTDKr9OT1Di2gEW384/NEF5o7txnY/+M6lZGVBVhZ84DdGUw7fu461a2HtWpjjNio/q6f33hIjksxi4/sy09/7JJOO4CjCtOiCaoAO88JIey+90weidrP5/5nCPtvYjD3rrLD7G13l+HDy3BbjHKq4so5162DTJti9G9qeNFrFvT9jBlududiB7FXLyV29HDsBPmEy3+JhvDg4xr2Fi7c/yrfW3sVn/nIxP/hBgJduNaqutzlzyTbbNJaYFdYBv5+3Zsxg1Akn8PbcuXH7WQxU/datvRYQedYZFz4rMkdEfNyWZVb7HsRBdbo5Ymm/eQFwLkZ71cY+LriNPtroXV1KNR3tAxvN3VtQ3dnZ+9/lgfDx3Xez5b//Ze9eGL3HCJEbp0dugXLKyy+zZ9kyPrVxIwALFsAFdxutPGf4t9BY1XOfUvraa7QCHuB9YE+Eiuq22lpyLcFy5dOLKTcnuHRYCkuiYUsze1THUFEdMOdraE6LPHFjwfjxvV7EkL4pqD6IlZ7+KQBmsobF/9hMtTk8DMBlViPuW7ky7NC0KcKkeyv+vYxs2mkjkydWHc4dzxzJTPc2Mpqr+d2/ZuAfZc7aXfgmRUVQ6DGGXW1pm8T770N6bm5oervGXoZsDERusxEuePqoYis52ghpy/z+UM86W6URqvlivcp2ABx3551sNXc+70ycyGFf+1pMzz/hn//kw9/8hslbt5Kek8P550PbdHNn6jAuQhxeuIfpbW34ge1mI8P9L77Y72vXbNjAWMsJxq4nngjd9sydy8zvfKfXwHnPb39Lud/PyWvW8PKnz+P5k7/K8RUVAGQCGVdeiTdChe+2664L3Z71ijFj9i57NsVTe1ZUQ1eP5Laq5AbVwR6HB7qi2mcOu3T0UlFtDQLjWVGdVWe2/siPLlCPVvCE2+/up6LaUv3SXuNmzx5C/0ZuML5znmr4GitWwLPbj2U3xoHLFzpe4RTPCma8+TALF8J/vhPeDsR1330AbPnvf9mUmcmyMWOo2bCBv/8dzp74EefVGiF484WR+xJOPOcc9tntVNtsTDrvPG66CdakGzNfN76RupWO7qYmFh31aWb8y/h7Xlp0bL+9S4edOw6Ak3iL55+HtFeMiU/HRwjKincZ+wjP8ceDOclMFtDerVLlQPGb79tKFqPHO8my7BtKLFXxR1ZXM661tcckvLm5ueTm9hzyNxDpOV0Hui21QzMoTVWODiNA6nT1HYx5s43/B66OoVlRXW+58KKK6kNHZ3uwR3X4CXGwx7OvNfLFaY8ZFLbZo6uyzTGHsRf7B3acldstqO7sp/K40/xutTUa73fMMfCzC40RSVUuH2vX2Xhr23hO873NmpM+A0BeU/h3Z3adEQo2F/VeUR2cxHCwrT8yzV7O9vwBBtVpwaA6ukCr1G38/6ugq9XYhzbjgvjnyh7mtdfgtddgjt3YJ0//xpExbU/RaDOoxt29c2RI8JgzlqDajbFuPIPqll3GMXODre/9ccH48ey0BEfNk/O49FJYEzAudIxzezhihpdp02D06AATNjYAsPeIb/CG12hh8Pn8Z/jmJGNE2NqiCYz44Vf4+Sn/4/+VfJ3H879IO2kcwWquOuYVTs422hqsdR3HSLOAYZzbwysvtPLKVbdwkjm59CkffUR9kr+zN510EjO+9S1W3HJLj8fy9hptFeuGjYr4XHu28R3i8g/9oLq3cySXOTJ1Y67RgrIUY6RWc3bvf+9jjzbC2HQ62fpRxaC2J5Uqqtfcfz9HfP/7FJ1zDtf8wMMc/yoAZl8+r9fnjJw7N+wY+vTLjqWWQtLp5O17exbwzFi7liwgDZgDBCK0ytj69NNhe71Je1ZQjnHRKsPSqi8qwQuFMQTV9kYjYG9zDew7X3qnoPogFtwZTmcDz6w5nBKzJxdAi3lA1mBOMhbU2W2yB4Adr6wCjKE+JWXmJB92e+iE2mterbKb4UN+awMA+xiOmfPQYP7ht/QyZGMgCj3G+9hH9n7gOeyww2jH+EXfv2IFAC6zStU2IvIV4WRypKfDf/4/e+cd31Z1vvGv9rAsy9uxnb3IJCHsEcKepVD2KFAKdNAWKG0pLW0p9AdtaemA0kJpaYGWUSh7tEATZgJkkoTs6cR2POWlravfH+dc6UqWZMmWRxw9n08+kaV7r66ke895z/M+7/M+x5ITT+TghA7Rme6/4LbbsGuIzapzRcLiWF6lqAjO5hUAPrVVUTdtGgAhTRIjFbY/+WTc32E5Wex6++0ogd3y4INJ9y2VQRjA2cte5pz3hRL1Nu6mmWKm+P188MUvxu0TURSmaDpoX8i/ANhTlVoJ79GJIMk/zN6iIekt69dnn0EdiKJaJar1KZpNaK0/cqmodvWI8wxVpm9Sli1CsrmRkkQhHqeo1iTAbr95EbW1UFsLh9fuZUrQQxg9izmB+++H11/XsS7h3j9KLxrnNL8ulIgfV1QQBOZ1dLDu70+w88t3MN3n4+i6OpYe9TW+/OUI39z+fYyEecNyHJc88rWk529xOuGjjwh99BEFFRU4nRA4WFgl1TYOvo+63+/vl6Jy2fXXc9rKJRwcEfOB66rj+txn4pWXA3Aoy1nySifTZBO32nCYfRo/RxSFsdIzvHzRInA6UZfjoT46eg8WwpLY68TJ8cdD0bhxLDnuOJYcfzzlsioHxLw32KoInV6vWcAPj8J8tMLslx6+fXjHKoUitrEF9s/vP6+oPjChWmSFEiq51AZ3EW9y4iUkvat9uswU1RWzxgJQTvZl7BFFwZXAdobSEDwAiiQ1jBrv9R7pC9yZkCCsPUokGceEW5k5k+g/l1uqnGvHpH4f6U2aKn7KFM6wIMlN5f2s2owqqjMjSioR8deP7g/S1QVdXXDmj8Q1MKl9PSedBHOr1lOjeFGAKRdekNXpVEwQ46EdL6mmaGNIxGiKJXuiOpDCkqY/8DWI76JTn1zZqEWdpoeI/rBDefhhOP36cfRgx0KAeYVbKCqCubq1jGMPXoz8ZvX1LGERAEcFn2VavRAAVV40kd/8Bn65+DSubXqUS93/ZsVEQeZe0HkTx1hFz6H3PKfx3EeH0UEBJiLc8rnt7Pvj5rjzWpOh3eNgIKIoHNQgCD5fkuZ21d3itcjUCUn3N0g/c0tk/yaq//CHP1BYWMhrSURcBZIwft/3hbjnfQkCBi1sxS7cshNK3fL+zckj0fqjU9qIlkQiND7/IQ566MDA/MvPzPgYeoOeNSbBRTS++nGv10vkuO+Ra2Pzhg29tnEn2GosYglVOrEudEzu3dMqHVRFtT4LotrcI8Z8v63vcSeP7JAnqkcxqg45hDZpVGcmnugpCxloaw3hSyCmI7t7Z/oCa8XNvtuanNjVy8neIhf7JXLQbKSKp5+GxkboNgsC0SPJ7L4QDgR4//rr2fbKKym3qQqJgMQxNXVZh06vp1GqhlslKV8gSRJLiqYHw43JZ5/NorffjjPdHwimX3utCE7D7ax7czXnm54A4IPiC1DkexikyjwdPIsXA6AudUq21bFrF2z81UPRbVxJlABdDY3M6O694H/UcCW/s97Kj7gbgDnP/ocvHN/AWWfBY4/B7sWLqdV4mhskneWfNSvlOfboBQERbBteojrcIxY6Ab2hjy17Y0CKaqlmMYT6tv5Ip6iur69nk6ZBTF+oCIoFq3li6kVgf6Baf0SSENVximoNUW2LeFEbKZ+qEwqi5Szgmz8q5hvfgNNPh6rvXR53rJnKNhYd2sG8iPDf+2fX7fzbIKwuGq/+KwtbYomcUzuWcg1/5VTexI+OaS/fkfYzjDn0UMYcFmvqM/XiIwCYHdqBvyd3qvZkuOqqq5g8eTIfpvDjToXwZ/GVLyfeeX2f+9Qeeyz1eiMmQizc8ldKNGTEjiefxOeDyy+Hc+ZvpwBRxjfx5JNBr6dHbSA6TER12w6RwOnEidrvZdG777JIWpQMNfyIOStPVOcW5qC43xRbeqJaJ33CC0L75/evJar3ZTC35zE6EPbLSq4EotpvUInq5MnpcJckqvWZEdW18yYA4KCH9vrsyOruxkYSU31KGoIHIOJyAWDSWPGEpL+vNyE2qjlCVNvVsocNG4j+G4to1FN5eOr1gqqo1ocH1mi9SBHnaa/JLG5LRNT6I9I3Yd62tw0nIt6dvnAKDgc4HDD5ovMAmBgI0LlnD7ueF9YVO8xmHFVVWZ2Po0KtevKQok9gtHlexJLZNQSxec6Xw3ku3CJL8I19KxsV2a8EoOL00zEY4I8PGdhtE7HLH775BG433HLQ7wD4H6fyyXoHy6WP9WxPFzNlTD3x6qt7Hd/xrW8BMG/jRma3ibXRJ5HD+NaNetYhLMWOsX/EWRFRHfBS8QkATP3vf5NWmA4Fdi9ZEk0kzdi+PeqZvWUL/PSnMDks7qPyY2cn3d/klI0393Oi+hvf+AahUIjrr+8d+9ql1cZHgSPjng/10aOkSSfuo5b1/VNUjzSiOujxMEcjPrwkLMRsW0uKhOguC+ypFNYozs3x685QMMhY+X3vnCs850v39Bb5hDeLZM+bNrG+OoxPqI6IcVi1n80UOskZGSKZzwNWn3ivUI4qK/OIIU9Uj2Lo9Hp2pfBhLsLPUTPaaf4kfoCzJFnUFERLfZIHeBZJVDu6uwn7fJTIcjXntDJ8PhgzBnZ7hCLPu6fvRVNEUfhg7lyO/fOfsZ57Lt623oGwr9sX7ew8+dR5aY/XJgeOHknKF3tF9t4xdWqf5zIa4Jo4kU1yYb7jgd+wMChIq0earqPBINTW9iTfcSJKpSryg0OPBmCqx8vUCQFCb8RUujM7OuK6jAO88oN/YURhBxO4o/rn7DLYeGf+fC5ru5/PNujZ97lrWcNcSujihHfv5rXX4Npr4f27XgbgQ46ii1hpqOP441Oeo7rQCqfobj9UUAZAVGsV1SpRnamiWpETrDEJUR2JRDLyqA6Hwxx77LHMnz+fhoaGpNskYozsrlw6N7fJH7W5USSQWlGdaP1RQA8vvwzBIHx5wl0AeI82ceedsX3n3XgjK+65hz3vvUeDXo8B+PVlf2MBQh3znvdo7g1/H4CTWYyZIB8bZ7HSMA0LAf6M8JJfeuQRTDrlxKw+0ylfP44OnNjxsvj3fVvu9BfNzc08/fTTAPzjH//Ial9lbyxBtNJVHGdHkQo6vZ4dY8Uc8RPuiHvNt2QJDz4I//wnBD8Vv9UOk4UCSUB45HUbHiaiummH+LwenYna5BWtQwpVaeYf5nFstMEakot/R3qrAVOZiJsc4f3z+9cS1TntRZDHiIZKVKsJXhVBtXeFL/m1EJHe1T5DhkT1rLFRe5Gdy7OzKehMVlUp54FU0EsCyOKNKW8NMjZREgQdFdKqqZQ2/vN8G4sXw//eVhiHIDJmnZGatFBkEy1deGCKapckjp3j+kdU66T1hzEDRfW2DwWx48dMrVS6A5TPmsUegwE9sP255+h+R1hPNI7JXkxgld+/HQ976pKTN6awjNGs2SuqQzlM2OvcQn3ZY+k7Zqn6QkwRO0n29wFok9ZfXilumlP3IgCvInytv3zHeHZrKqt2G41UH3FEr+Mf/K1vsctoxAkURyKEgEOuncspp8Auh0gWfE33PUppo4VSLm1/mSac1ITDfPLDH2bxqXOHvS++GH1cGomw7s+P8MSNz7F++udYcsdiKhHru/kXHZl0f7NLJapHx7xjSZJ4MSuCyN9DLW5NUjDSx73VahBxhWdn/5LHI42o3v7yy2hTjJcg7EC70ojJUsFwuEh8TOuKn0/qV6+mAFAA/TmiN9XYJHyFWZLXr3svYpts7I7cr2zmzKzORWcU1KgxC0V1QUDyIK48UZ1r5InqUY5OTWkTgBsLfjmw2pv3wHZxU62VPqHOjt6eczVdIoWupCj1KZgkMmFFPh9t772HHugAvnFHBarlWwsiYGve0PfktfIXv2ChVHPWhMN8dMklvbZZ8fxyzATxYWHumen91rorhZ9eaNMmIopCuVRiumYkN/sfjdgnB+pDHnsMKwo7dRWsDs3h2aWLAHD10TSqfds2ZspttpzyIG0UY8XPPMOnHEbMnsMMbEzwqQ7+V3REXu6YxR17b2V8yMPxK1dicTqZMAGef8lI022C+Psaf+CiWZ8QDIL+HTGZ/5dTWemYFD3exAtSly16DUK5H+kaXm/RiFcsdEJGXdb7ahXVqvVHporqiFkS1eHexG4gEIiqkCE1gfHBBx+wY8cOvF5vRkpcT4eHSunRNuGY7DLXfSEsrT+SEdXqZzECaLqnO/WdHH+8SHhNlYti14UX9tp/wfe/T+2xx7JLjg9dj/6FUrwEgT8smcZDyw9lWVFs/AxeexyeL4lO8XoiNOr1LHjuuaw/k8VmZLlJBHJ7n3kn6/0zxVMaD3nt754JKjrcAKwxTmDMm//NeL+wbARUjJhH1iPGnaINW5EVgsxEJAy3Ww+O7udRFwPD5FEd8oiFckCXqPUbHqhKs0CXOK+uri4iWXQgzyM5ot6xzvRqO3OJiIvskdQEyr59+/goiVfiSECeqD4wofZyCCcs7WJNllMQGur4Z8iMZNQb9LQgyMt96zOrklTRnaSqUt+HEtEg4x+bRmXqkBWcuoQ1jrO2FrWebqrtExYtgoPHbsOBmAOrNNVNiVCVzPpg/xXVSlihWHblKZvav6pInUUS1RkQJQ1rRIyzj7JefST2yNjG/dZb2KS9X2j+/KzPRyWqDSjs2ZY8tjbJRos6W2Y+5wAB2eQz2J076w9Tt/j1fda+FdXTzj+fD7/5TVb+4heYND7pQWkVYNyyBfeOHcztFnH4UtdpXHEFfOc7sEOj0tyVwgNXp9ez44QTon9vKijgt3928d//Qs3p4rc6uEdcx8vKZ+ChgIcQKmx7imaGg41AQp+qnd9+iSt+fwHnRl7hKUQc3aC3MHZm8mvb6hLfu439d97REr+uJEk0qxweDA4zuzVaJEMfjTDdZkFUhxua+3VeI42o3vfyy3F/FyGSRJY0Y2wqHPpVIfiZFdnMTukHD9D8sbACaTAacZ50EgBTAwGUBHumIrlW3s4k3tHFrAq3WK1x93YmiCqqyXzdVBgS46KhrJ92T3mkRJ6oHuXQz5sXffxpYSEdb73K9iKRaV404WMmIbyS3PME2VuZUG4UDsOksMhUVRybPCtVJH2Oy8JhvG+/DcBKs5mLLzXR3Q0dHUCJGEh7dvcOACOahiERRcF8t7CCaJa2JQvefDOuESTAzjdXA7BdV4vRnJ5cUGTQYdm1i/Zt26LNI7We3aMdFdLzTA3ddsyuobxcx/oOoYAtTzPReVpa+PTcczEAm01OfvXMwSxHNKm8Y+4PqKCZEAY+qBXeu10vvkggAEuXwrvvwvRGQUx1L5ib8j1OufsbLBszBiMRbtn7eY45WuFE3gRg38wFBI8Vv+EegyFlI0UAv1H8ujpP7gLf/kDnk02NjNkPsckU1RkT1TKAMSVRBGnV1CDIy1ASL8Z///vf0cefaDzCU2HTO+vREyGIkWnH5paoDqoe32mIauu+faD5HGNLG3A4oHndOioVhTBwUJKyTBW+gwVheuzatQBss9k48vhCFiyAMc/9lS7Edbfgnns49N57aZHj0tbrruu3Pc+usWIsLd+0vo8t+483XniBc4GTgO1ZNOeJKAqTwiJJ9On3HmWMbEibCaoTkoq/4FYApnd5aG8JMWMGnFQlGlCuDcWCSZ9VLm41TeCGEor0dk1UIg4X1OZn/k4vn3zyCU6nk+985zvDfFb7P+yKiG+MrvRqO2upIKptaYjq6dOnc+SRR7JixYrcnWCOoG2mmCeqDxyE/WJOVHs7qAgZBaGhTxHn6WXcHzBlbtvQonMB4N6SWdWVCq/0jugidg8apFAmFUxS4VqgJZBkvw1TgoWfTq9nnyRw2j/9FIAm2Z+mSa/Hmka9bS4Wc7t+AALf1t1NGCXBMWZm/8pzYqXnfRMlnVuEFUOzvvd36JP9FcyffspEWelYInsXZQObJpHQuD15A02zJKr19syJar+c53KpqLZ4haAm6MhM2Xj073/PId/7Xvwx5LrZ1djIZ7/5DQZgq8XCqvbJPP446PVQ9u1vR7ePpCEop/zkJ9HHnZrrvOiY+GZz5dcex9FHw4N8nQAmDu7sZPmjL6Q87qpf/5q1hYVseuaZDD5l5nBKG733rGJ9/PlArLmd6oXe6ExtnWWTSd79majW9nVQ12Na2KRat3y8GYO8VwEqzjgj7XG77UJ/bMqggjkZ1LncKuPl4SaqkeNqIsoXLsz6UNNOOpxmijER4u5LlvO1r8HXvgZrXxTjW0thIeWHHooCWIHWBGvKallts43JlJynGa/S8AWpoHpUZ2P9odo9WarSJ13zyB55onqUo1gzYPhuuonxJ51ET7loeHbSxH8xCTEptc0VBENRJEKPxoTsnZcbqEaQFkdemXwyLpHKZCtglWVDG2VgY7WC0wnWGqkGa9WhrptCPh9rCwv5zOmkq74enw9e/PrvmNPdjQcdysqVfGa3UwhsUI1DJTxrBPGy29I3UWSTvkYlLS20SsK7TaeL6zo72jHji19ki6aEyXX1FdxwA+xFlOo7gc4kvk9PXfMAzeUHc7z83h4M/pRt22C1UZB7C9aIxMQ6ZrN23NUAlKzazYwZcPTRcObx3SxQBAE4+4azex1fi+p//hM/cLi7gZ8VnkklrXiA3y49nrm/uJN1BQVs+/zn0x4jYBYBlD5F06Chgk5dMJr6r6gOBAJRwiFT6w+dLLs0Kr2JXa+3N3mfSGJEIhGel16GAMtTBCJa7Hp/IwB7GNNn0ihbhFXrlCSEukqyWxOu2yqHUCs0vPceAPVGY9rFqeu00wCiBXzNY2Pls+NPOgnPqlXYN2zA6nJhdbloevRR3v/KVzgmRePQTOA8U5RNLvCup6d7YH6YyeD1erlwyRKeB94CpmbQLFXFtg/W4sBLGD2LrsmcpAaYdNZZ7JGBfaPOzpNcipsi7Pg4WPcpDz8M43oEebDcezhqiwS/VDzoNc2yhhIRnwj0A3pTH1sODQIyGdK4O8Kttwqy/7777hvOUxoVUBXSqmI65XZlIjYoIHnCMxQK0SGrz95///0cnmFuoFVUp+tFkMfoghKQlVwJCbewJFP0weSEhkFeI6EsiOo2WcburWvqY8t4+KRlx2fEhC9KkthEC4v0VC7UxAEVKmmTxMKvQ1pVeaRvaYckrJv78KYvrBZLYotfIcsipCjqpcI8iJGKCf1rLq0zZ66oDsjvv83o6vVa4aJFAMyoq6NCUQgBU5JUl/UFk91OQEZILbt72Pzcc3z0gx/EbWNRxLVldKT/jrVQE8OKJ3djVIFfJDCUov6X4KtE29ieHhTZJ2nP3HihzcyrrmKN04lbp2O6hrRORO0xx7BGrjXNX/969PmxGlIzCMz59rd56CGoPHhM1GJk409Tk9Bzv/Md5nR3Y77iiuw+XBpEFIWJ7WJeu913Pz6SjwddaSwuCspUonpw5p1wIMD7kyaxrKYm6p+da2zeHGtu2dwcr36OBINYZL+kMZOtWDSVbhP7sJjwy3WIvcvdr/MaaYrqil3Ca/tFzok+FwbGaqoIMoVOr2e9TYjdjGs286c/wZ/+BFvfFGuD7ooKTDYbLXoxRt/51RbOPBPOPBPOW7SPYvk7tBVN5JCbY2OcMSEhlAn05uwV1a6IqOQoHNe/MT+P1MgT1aMcE846K/q4SGbXFUnEGLdupoZGAF6rOzPaePHTV1fyta/BF74A939LZBb3UUTp5PFJ36OgrAyVXqjYKEkrDdkDUDpd3PhFoW5U6621Dz7InO5uZvX0sPTwcxhbqzDmIVGu/kduZvqieXw7IkpLjvlsI+faXqWkBEpKwLtWBKytxX03BSmV2e4ar5cu6TnWmqXR//4OnV6P9777+GDCBN6/9lrm3XQTP/whnHZ+IR3SZapZelCr2PzBRj7/6HcZTz27GMd5/JvfcSOXXw6HfEVkdCulGn4FC/jZh9cCMCuwj7bt7RQXw+fL38ZImJ26Mg678Oi05zhu0SKWyuYmi/4jsvgbSkqwOJ1UzJ3L7O5uju/DaiFoFhO40Te8imqDDBzC/SCq1Qx+MBiMlvuX9FEaG4Ukqs1JiOqgbEhh0igAEkmMlStXslvTUHXFihV9Wg64PxW2G/WG3E/QKlGtC/YmqlVFtTmhAWyZXajQO+W93txHQmrKJZfEhSNKQmls5bx5lGgWwzOvuopj//QndPr+T58n3fYFerBRQyPfPfV9OhrbeHfmTFYVF9Pd2Njv46pY/eijXK2pVDlp376M7T/WvbQagDqqGTs5uw7WeqMR0/LlLPvud/G//SrvfmhiQ6G4dn9y6gMce0yEcd2qLcgs1Ns5UCBqPQxdw9MEVW3WmUjwDBdCBvFb7d1myCtic4iCiJgXbOXpxwRHpUtsn4Ko3qGxGiocgc1ztER1KBRCUXKfDMtj5EGR41ii9YfaZNmYgqg2BsQYE7JkrobtNInrXtmXnTpw6ydibFPtAAFskyal2hyIEdUFiiKaT/T04JLXdGEScsgjE/tqw0WfJJ46+/DCLqoR47+DHrLoJR2Hlq1i/m7H1cuKI1PoLfL3yqCZoq5JqFzd1t4l56pNnkribLHZ4tTR2cAjier2vR5CF1zAEffcwxrZA2PnTjDLIcZclIWiWi8+p5KiyWd/4JAl+PrS/pfgjz3hBMJAEXCsvIZcl8c34Nbp9UzftQv97t1UaiqXk2H86tV8+uCDLLjttuhz2srQj8ePx15WxuzZsHo1NB0vfNaP2LWUcKj32L35ueeiwoqJwSD1ObKg2r1kCcUo+DGztexInpwqPnMP8O4XvxjdTknT36mwQsytdrxx1dK5wnuXXcaxO3ZwZH092199NefHB9imqUBsSui5FNSIKSbMsHN7SQlh4Gsk97OOQ6n4bhz+/llTquu1kUBUe1pamCLP5z5iiRoF+i0CDB7sAuDUkn/z05/CFVcQrfoPS4unVvnZt73fw+uvw+uvw+53hFipkUrOvNDBuGOPYmVxMfUGA7MTqiUygcEiLTSzUFSrdoclk7NrVJtH38gT1aMcjqoqlixaxHvTpjFNBi0WOUFOkUrETgp5+N9jqDcKP7Pf3BzmT3+C558HW53wP6uzpR942jSNJZYCLQlm+rZaQWKV0srvfid6n3U+9lj09RP2ruHU1ic5go/xYOVXuu/S0QH/8Z7I01yEAYXnfOdwTfuvaG+PcHBEKCRMs/seFMYuXEgIcABVf/gDANvGJyfdRzPmfv3rHLNjB8f++c/o9HqMRnjkEdgjVdV/v7uTX/+a6L/XL3gIGz5W62bSuXQ599edR2urjieegFlXnRN37MCcUtwFtWxiGgYUfrTwH9TVwXVTfgFA3WRXRue44LnnogkTgO5TTsnqM4asQs1hCgwvuWOQVhVK5gKlKIzGeLKsqKgojlxO+742GcAkIarVYMZqtUbfI5EEU9XUZ8vGMm63O6ocTIXwLlGB0WztX+OgtMeW1h/JiGpVUW1OaM5UahZEdUgmzbr76HDvqKpinSawKj355P6fcIYori5heYkYg+YvfZzNNcezcMMG5rvdrP3lLwd8fL/8HVukUvn0SIS9GpVIOrjX7QRgr6GiX+9dOW8eR/7yl4w/YRFHHQX++SJpWbLlHVo+/RRnJEIIHVuYyr/+JfYJSaLa1IdX/mAhIpuMBUeIojpsFPdvU50Rv7/3vZxH/+BA2B85qtJbDRSNEa/b8aCEey9WNmzYEH3c1/g4HHAneL3nkx0HBiJBQQKHE6w/FJX4TNJkGcAUFNdH2Jp5wNIt1wQGd3bXv79BkDRtlLD4tl+x5LTTWJCgzk1EQY2mkbvbjVc2T+4EypKQ3GGp+NTL6tCIjBH8fcQCxmIXAA66WbUKmtevZ4/RyJIsPFc7dwkFZgf9T2DpVUV1Boo+i1tU3Xkdrl6vlUydGtf0rzmFl3Im8MprqqfJi/qN75ZWj3fdBTZEfDlpZubiDFVRHfHlbo4rCssS/DGZVSEmg8XpZLcm5u4AZl13Xa/trC4Xzgy6L7smTmTu177W6/kln/88K4uLmf7663HPf+HRa/FiZSo7ee3uF3vtVy/tMVVsuffePs8hE3zyp8UAfMocFn9g4cp1f2TJ5z/P5l/9igW/+lVUkFaQxue8sCKWIOhuzW2F3K5du6jWWBM2L1mS0+Or0M6fHo+Hnp4YsezT2GpNmV3ASocDI/CnDI5rqRJjZmGof02aR5Kiessz/8JIhHrGcPKdx0ef79JlL85S4VwkhGozPB/w4x/Db34DExGJoshEwSl1SWFANfWcey787W/w1VOFsK3RDg89JI51cGMjFd3dFPWD61HH30wV1d1t3RTI2LJqxgjoxj7KkCeqDwAsWryY4zZtiioAi6Qn6xSZZd+jLwZ01OmEv2xJTwOVlfD738PZU0XZk3ds+nIube76BKAiYfK2yb/LdXWEQnDlFxUmrY35QJkI8Q9ECdPHh85mfUsVGzfCxo0w8+OHeXvCXAwo/IrvsqRqOkchyvqPuDW9FQSA1elkpwzWqtvbCQHuL32pz/0OBLhc0CbLXLYtjfCd74hGIbd+J8S5jSIgWHncucw5spzaWqFmB6hasIB9GkXpwptnUFcHOyaJBf4C958pKIBS6furkyWIfaGwupoNX/0qAMtLSzlWk8zIBIos7bQEh7fcWV0QKv0Q7qv+Yyoy9aeGWCMbcxIljqqoNpvN0UAnUVG9atUqAM466yyKpZ9evcYKKBlssjSusyj3RLVikIusBOuPSCQSVQib5CI0JDUmRSah8DLLpk0R6VGfDs5nnqFdp6NZp2OyphP8YMJwvvBovo5HOEyJWXP4X3tzwMc2So+9dUcdRaPRiB1o+W9mTRHDO4UirNnS/4WeFgWyAUpNXR175DnsNJqJGM2sXQsGA7z+0ZkAKK39D3IHAp28N0L6kaGoVszietcFQnR25hUauYIDseB0VqcnqotrY83D3PvcvV7/TPWsIV69PBKgKArdCQmfPFF9YCAiE7phXfzSLiKJalOSJssA5pC4PiLWLNSwhYJ0sXVlR1Qbu8S1aSjr4YS7b2HRG2/0WZ3kLCmJkmSRn/8cviUazu0FHI7eVT96SU7YZI+PAll1peuDqDVKxXUhXXzwAay/5RZqw2EWLV+esTrUWy/e063PrhpJi2wU1QVe8c0ES1xJX9+rIed1RxzR73PyGcTcrGtuQ71KbLKB2fr1UCQVhZaKzBXbamJYTRTnAkURcX05xg6swq9JY7f3WW1t1g3ZMsGiF17gkLY2yqR9poryiVUstonfquF3r/DUU/DUU/DRRxD0eJgl4/S18tq3ZND0PBMYXhc9aTaVTGTaNDCYzSx64QXm33ILBRUVrL/5Zt6ZM4d5aVSqxdWx39/dkNueI3ffcQeTNRWegYQq4Fwhcf7UqqpbdrsB8GLlsCMsPPzww9jtdv74xz/2edyCWhcATqV/gowRRVT/UzQ5XM4Crr8ePvvb39hisbBFUzWQLcbJtddknw9vWxtlZTAJkZRsLRL3g0+SECpRfdVVMFn3LgCeSjvqVGIwmzFmMZ9pEVNUZ0ZU130aE0vV9LMvQR6pkSeqD0BUSnsFFZ2F4mbcHhST5Th2c+ut8M1vwgT/BwCEp0xJe8xiDZHkB8YkeFjZZdlGKXtxucD/0WrGKl30YOcubo9u1wPM+tvfKCmB6dPFvzmHFXHitlW8c+GFBIHjG7dgJkKd0ci4DL2Q/jJvHo8D/wCuBg6V6vI8wFgmgs154zZyxRWi3Ob7s/7GeHbTgp2Lnvtur310ej07pdd5EJh83nkUF0PRucIPqnrTJrobGzlITvgTrroq4/M55sEH2fbyy8zduRNDlhYtOoeYmCyh4SOqFUWzIMzcri+KgoL4buWZ+lMDGAtEAGOJ9A5c1GDGZDJFyfBEAqNs7VqWAZffey8fer3cRd9EdUm3WJgFq/qnwE0H1fpDn9AcUlvKbpClmZsQlSJOgyCOiuUi1ZZB09SJp51GeP16+PTTfpfGZotDf/lLVspkwCZ9Dd81CFVM7eY2+nBbIaIovD95Mu9NnZp0Ae3aJ/oKWA4+mPoikUbslj6dfcHWIoLyXCUeJl96KSBKVDuk32NTWTFqJa2igDviAiDY4srJe2YN1frDMDKIar9MHjrpxOOJ3Vd92fDkkRoBbyDqm+mqSX+Pl46NXftte1p7va5VVI80olqr/lKR96k+MKAqqnsl3OR8bwonJzQs6vNZNMILl4i5y+HLTjVp8YiYMFCQueLY6XSiGmLp7rsPm+w/gdGILomCzy4bvBd1ddHd0MBUGQuUf+5zad/HJOd+B90sWQJo4qN9SUixoKe3MjLQ5Aag0zAQoloSJRko+gqD4vvUlSZPvvk18U/VOeck3SYTBCRRXe7ZG33OJOOMHTugGEFKGsszJ4hDBqla9uWOaFNL8F0TBxaP+jVxoPHLXx7QsfqD5hNEgv+ktiVcemmESy+FI4+EB874C+WRCE16PZFfiIrV6Y2NKKEQQY+Hj37wg16N5jJB044mTu4W633HtckFYEfddx/Hf/ppWtLeUWyPikY6GnNbbdS0bBnaWhFLFk3Cs0EyojoSEb0Dn/qrWIt4sDB1qo5FixbR2dnJV6XAKh1KJou1nItOkgwdfWIkEdXGVWJdWF87lspKYYk41efjiP/7v34fs2rBApr0eozAqp/8hC0vvMBYxPs88cExhMOgVIrK/2rqUd1z9Dt3AhCSPNNAoVebKWaoqG7aJM7RjROz7cCylR0K5InqAxC2hC6ogVIrJSWwMyK6Z49nJ5ddJl4rlmpJex8eXP+RKu175N+JRLXacLE0EuL1F7q4tuxhABZbjsB82w2skeqMT044gfIE2xAQxOjxzzzD+t/+lmYZmO6YMiVjn9jwCSdwJXAF8E5tLZMzUFkeKAgWioD6sCkf8vjj8PjjcJb7DgDWHT4bR5kr6X5e+Ttts9mizeqmy8l6qt/P6jvuwATUGY3UHntsVuc0+eyzMSdRyvQFnfwstvDQLsy1ZGFnJ1jVRiLW7Iklk8kU53WWHVEtFdWktv5IpahWFIVL9u7lCKBw+3YO8vm4HWiWXcBToTIgFoGWKbnPJCuyEkKfoKhW1dQGwCDVUmsQY5At3EPE52OSbNBUmuG1VzZjBuXSx38oYHW5mNfUxNo//YnahpWc8uSlKOiYEqnn2rN3IAXhvHfNNbw7cyaf/f3v0X3XPvQQx27fznFbt9KUQEBHFIVaGQWXHnUUPTKwC2Vo/eHqFsRcsDI3nuMlU6eyTQbUM2TjOd+kSTz6KOzbBw0NMHmWuIZSKf4GGzp5fYVHCFHtlfdnMe14vbEFs6c/q5s8AGjeGVNFlU1IT2KY7Wb8iGvWvbc3Ea1tsNTenlvV2EChLrL1en10nM8rqg8MRGQzRSVBUa2LWoKlIqrF9aF3ZK4aNVaJcckVzI6otvnF9ak4MyeqLRYL3zAYeBjololPgPVFyX2Ii2RsOs3nw1FdjSsSwQNMS2jKngizjLUK6WLDBvBsi903PUcdxcc/+lE01vvkpz8lXFDAe9dcE3eMSJv4PnqM8YKDbGCQvUZMGSj6isKir4O5MjlRXSQrmroRzY77i4DstzKemHrQ2NhITw+0NIVxSYLYVJE5QRyURLUuhXd6tmjf141Lau/HHjy2j63TQ390rKfOgttvT7Pl4OCch76CFxOT2c4NE57kN4U38mN+yknv/hmAN6vO5/svXEsnhRRHIhzjWM2TY6/hiHvuwXjQQWx96aWs3u+VK35NId1sZyzn3H1Zv89bpwOvVOh0N+fO+kNRFEzbt8c9V5HQ6DBXSEZUv/UWHHYYPPcPcc1qu1eofYX6QukUwYsU047M8WSFkURUz/IIpXPZGQfl7Jg6vZ6dsoL46AceYOp556EnQg92nv+wli9+EboKRRJSS1QXSMW7KYHb6i8MWSQKAdq3ix+zneTzUR4DQ56oPhBhs9GiUaqGKspZtAh2I7JRUy0fU1kpCQ9J9pT10Tl1xec+x0JA9knsRVSXzZxJD+KCqwos4+RuQbq4rp7GrXdXMaetlT3vvcfxb72V9n3m3XgjwaVLWXL66Ux/8slMPzEHSyId4IQTTkiqwjhQochgX6dZcKsBgOPcc1PuN/knP2GLxUKzJvgvmTqVjdJ+o/avfwVg5wB88bKFsUgstGzK4CzMV//2t3TodHGLk01PP02H0cg7550HQFsb2GQYE7FmFsAkQquqdvXRAEgLU6H4/OZI6maKZrM5qaK6ob6eQ+QiLHz//bjl7xhcsybte9ZERJBQviB91UV/oFp/GMLJiepxCNuGsMkSVVQb/X7a33oLK9AE1GRoOzMc0BuNzPnKVyioqODUC2vYahAL5YbXNnDNNeBzuznq0UdZuGEDE6++OqrgateUGbYmENVtW7bgksrb2kWLiMj7zyR7EvQFNfFgnpy7xMNe2XynQl5f5nnz0OmgogKqqqCoUpxvMm/1oYBeLpRDxpHhUe2T914x7fi9xVwCVDMy/ZD3F7Ttlt71GHD20UwRwCMX212NvYnoLk3Tz5GmqFbPzeFwpKycyWOUIiQ9qvXxcYdeKqVTja/WiLg+DIWZE9W2cSIBWhLObkxyBIXiX1eSecMtnU7HiqIivgLsvv12nvvtb/k58FIKYqJiwYJez+2xWvssBbdKksRBNxDBVBf7PiYHAhz+s5+x/M47AZh2xx1YgeMefTTuGKEWkfz3WPpPVBulKs9I39YfRdJGwF6TXNAw95vf5J2DD2bVl76UdYWiFkHp2awlqu3t7ezcGbP9gFjjy0wQlvOtPpCbeX/De4LIDGFg/Pz0DTr7wpH33887553HrrfeQm8c+gR2cW0Fa8aI6/GBnZdzU9fv+Sl3MBdhp/iz+p/y+ptm3kNYyJ3vf4qL2l4AhBXn3p/8JOP3CgVCHPPhswAsnnF2v5uAqvAhiFRPa+6aY+/du5fxkpD1HnIIAGMDAZRQ3/dItkgkqru7u5Etbyi3i8/kN2QvhiocJ5InLtw01mdGgmoxUojqLR9tZ6r0jj7yG/1PfiWDNwnXtMsg7GmffBIeekVUhZzDy7grzay5/37KZYNLZx+CykxhtGY+/gL07BGxZYeu/1U0eaRGnqg+QNGoVWlWV3PffTDvc2LwGxMSgci+VasoBEJA7cKFaY9XOWEC7wGqfnRcQgmGTq+nQQ6uux99lGk+HyFg1neFrYReqm4zUUhXH3EEi15/vc9Oy1rMnTs3+njRCCauhgXSfsAgB/uwz8c4OfFVHn98yt3GLlzIVJ+vV6DeKLuwT5DEaKb+1LmAqViodGyRwVFU13z72xQRvzgpuPxyXJEIx7/wAgAbNsQU1eEMmyAmQuu76Myig7K5UJArVnoTE1rrj2SK6r0ffUQlwsrF8OUv0yQXHKY0ZYRte9uoQEzS007q22IjW0RURXU4PqhTGymq1Hh78WS6ZPOiKTt3EnjkEQBW22xYbf3wXxkmNI8Vv/shrOTdd+Gzp19CXSLZgC3PPktEUZi+fn10ny41gpaolw1m9hoM2MvKMB8kFA9OWf7cF2oUkXgonTewhZ4WptNOi/u7LGE+MUjLmmQJlqGAQY5VyghRVPtlaW0x7VznXcWTwGtAZ2fuFEoHGtzSwqObgowW4j2I36AniSpMu5AdqUR1YWFhXlF9oEElqnWJRLW0BEtBVNtlYl9N9GeC4mnVAJSSHVHtlM3uTBXpfeIToSbsZ82axQU33cRtQChFo6yiceNYmxB7tSRphpcIq7StMBHiZxV3MpntvbbpeVP0kEhG+b79NnjqBUHts/WftFAVfaYMiJJiqSB2TaxMfiyzmeNXr+Y4KRzpL0Ly+5zAzuhzru7uONuPbsCWRbwaUuO7YG7m/d3Lxdq1meIBk8tGq5Xj//1vxktF+nAg/PneFhx+9DzrOoOF18/gnnsgtFAIjb7Dr+Pi/rGaPgp94Z8X/4rpbKedIs58YeDqca8kqr1tuSOqN23ahLrCMJ9yCgriHuyPzUlfSCSqvV4van/FIw8W6lm/IftqWbWxn54Iezc09bF1PBRFiYqN1AT0cBHVn/xRNP/cwnhq5+a2On1sknG6vdbIj34EZWWw3HAEbYi5Y2IwSOd991Ej14eJtrb9hTr+GsisL0Fgnxj/OgZg95RHauSJ6gMUXRMnRh+bJkxg/Hi4+sdCQTcmHCIcCNDwzjsA7DGZ+rRhqNF05TabzVQlyaq3SeXu2GdF5vbT4mKKh8iCY7pGebGwD9L9QINeJi1M0tty73vvYUIEnTWHH5718QoSfACz8aceKKylIkguiHj72DJ7tGzYQLnGI1YtratNIFGXLYspqhWNhUc26C9RbZULTUsS649UiupHH4XLLoMVD4mAb5fDATYbPXKMcEprjWTY8KZQW/dgZ/y8CRmfZ6ZQTOkV1SpRvcc2hR7EArGko4OqF0Wn9J2acWl/QFAm1A7Xf0ggAJuf/iTu9eYXXmD7a69RpbGa8SWUQ3Z8IvbZJ8dbl1SfVGZgG9HV0kkVoppiygm9LZj6i2nXXx/39/hTTon72yBLzlVl31BDtZZRTCPDXy4gKyqKaeebiEYxB5NXVA8EXQ1uQBDVmcAjW4Z5W3ovtrUL2ZFm/aElqvOK6gMLqoWRkqCoNjpkk+kkvSsglti3uDJfaI+ZI0iXUtoIBTJXNboUcX3aa7LrgVBb27vCZ5r0ok6G1ZNiidaX/vxnjv797/t8D7vGX/mHTXcwSaoGVzKPN22CBLFtEfOt9ptU7UBefVWoJQGc4/qv9DTZVUVfetVlKBCKWm6UTx+TdtuBIiRjWa2iuiIQYOeOSJSobqd3M/B0UIzicxqytP7YtGkTf/jDH6IxrYrWDcLJvEWfecw8kjH7+9+P+zvk9WIK+rmg/TUeegi+/32Ydn28ovVCniGEgUmBAGtfej+j95n+0lMAvFRzNmNkAmogUBXVvvbe/RL6i9a33kI1JDGcfDJNUtTWkkVDxdWrV3PKKadw1FFHsS+N94Y6h6qJXi1RXWgQ91sgQ7sPLaxFRXhkiqtpk7hWW1tbueqqq3hH8i2p4PcLM7JvAc5774Uf/YiT33mHsxl6otr/vmjm+Zl9as6PPfG006K/rQrlhBO4805oboa9/nLaXn4CNSqbvWsXJkRvtNIM+hFlApMts/E3en6tbgC6B2D3lEdq5InqAxUaL9YC2SixYu5c/IAR2PX223StWAFAcwbWA1qievz48eiTKKO9kryeKIOLrhNP7OfJZw+z2cz777/PG2+8wZQ+GkMeaDBJD1urJLKa3hXEyG6rtV+qhIOuuy6qA+mPP/VAUFApyDkHufdy3fynP8X9vee3v8WrUdO1SzsZLVEd7meppdb6Iyui2iX2s9A7cEmmqO7oCHDddfDkk1D/ppiUG6VtT1j6ylem8YHbu0z4HtcxZsDlgkkhS0MNSnJFtRombVamRolqgPaiIl4Dtmh8BvcHuOSYOC8iyGbPu/EkWeT9jay57/n451Qza4mQVNJ0VYsFR7UspatSFLqb0qs4NrwlbES8WJlyZGoSIFuUTp/Ou5ddRhjRqT6xYWWMSBkeRbVRemOHh6HENxmCMlFVTDsTiP1meaK6//A2i++uJ8MOt16dIFwC7u5er+0P1h9aRXW+meIBgrAgTJWE+NskK62SxQVAtMmorSzzWGPS4SKONqCwa/XOjPdzSYrBNSlziwiAsWN7ew5flUYE0XDOOWwDngKmZBgHFDidJFJrXdg4lBX81CuaHVe3yMa7GvvAti3Cr3Xlypi6uHRK/+cSk7RqMSURHGjRsLk+qvqrnZ2bRmKpEJZjSS2xZooFwOolLXFEtSmLKkI1PjZk2ZvioIMO4hvf+AYPPPBA3PO+XaJqzG0aHcrGovHjo1eAD6HyTlyTTb/4YpZLsdGywnEsLjmfDxHX+8d3xceKybDp/Y0coQjByaF/+15OzturE9dKoDN367CKxYsxAmsnTYKTT6ZVVkp2ZqEc/973vsdbb73FsmXLePrpp1Nupyaiy2XiSktU22UFQ6AfsaJOp8MtK7WaNokKrx//+Mc89thjfVZ6+/1+LgJ+B1juvRd+9jOOXbKEfwPG7t4xymDCtU/YCLZWT8j5sXV6Pd433+Tdg2Le1xOvvTb62GCAKWefSfvixQAUS/HYXpMJXY7id6NV9ajOLNmo6xDff88A7J7ySI08UX2AovCoo6KPXZKQMpjNrJM2EHUPPUREdrbvSRIgJkJLVCdTUwNENCpugCm33JLdSQ8QxxxzDKcllKDnEfOUs0vVlU9mqFuz6N6tRWF1NRsk0TKU/tQABeWCqLYlsb4YKAJrhTecqmWtXrqUrf/6V/T1NpOJcBg++ihm/RHJgaK6sDDzpkM2l6qoTm39oW2m2NBgQBWEV8vuyiFJVJtlQ6LyNErc7s+EuqbBmJ06KlNEjLL7cgJRrSqq58u/l3cfhIdY2fLvDjmEs4AqjeXP/oCJ0ud8XKSFSc4m5obXAXA/3wBganMHusWCGOuUqpUFH37I+v+u5IEH4De/geBnMhFYJT67c/x4OuSiuv7DD9O+f91SoarfQ1XOEw8L//EP9i1bxkS5qNfC7Eyv+BtsqIr9iHlkeFSH5D0/hgb0xKo4OvNEdb/ha5FNzvSZEdUevSCLgkmI6kRFtaJkViI6FMhbfxy40Enrj0QLI7V3Rarx1S7jFXtZ5rGGvchOGy4AVr7W2yIjGZSwQrFUHJdPy04BnGgneN555zExYU2hRfmMGUwBLoWMxSlms7lXsffHxx/DQw/rWfh1kRYfG2nlZzfujPaBAGj88EMUBVatihHVpn7GzxDzqO7L+qNhvUhSe7FSXF2SdtuBQkmhlN7w5t7oZ+7S67Pq/xORpLYx3D/1+RJpcwYQDoYwbG0Q52EfPYTR+t/8hj0GA2t/+tOkr+uNRg5taaFr714Oa9nCviY962pE7Fe9dnmfx//4/tcA2MgkZp2cm3jZrxPXbyiHRLVZMsXNslKiSwp4fNu2ZbT/3r17eUvTA+uDDz5IuW1aolon5tdgP0nRTtlAtHmzOM727ZmNnX6/H7XGMTJ/PnzjG4SMRkyAdYgt4aq8Qo1umDY4ybHxJ57I7JdeokWnY3VREbVJfKtrjz02znSqOYt1cl/IVlFt7hHXi38Adk95pEaeqD5AUSmVewGgXEPmdElPYue77+JSS/5n9V0CXlwc85szp1CR2jVlGZ/Z7dRoyPI8hg82mWRwSKW7cetWAHwDIJm7rr6aZp2Oom9/e8Dnlw3SEbUDhXHnTgDePewwgoiO8q3SCxnAEg6zcSN0dYFNKrr7q6jur/WHvVgE6Fb8hEPxk2wy64/Gxlj52hhEkK+X14N6XTjDqSdr3R5ZamlP3shnwJDEoTHBWzMUCmEEVGOaV9qPjqrYAd6QUeX+Vj1RNG4cO+Ti7S/X/Yk5rAbg0yMvI4iRGuo5jxcAeJwvAwhn7tMv5MZvhvn2t6GyQ1z7T3x8IT4foNPRIH/vtuXpFy5dn4kxf7ASD9VHHIEjSSLTUhS7bocDxihRPTKsP8Lynp/DurjnPY2Nw3E6owIht1gYenSZlab79MkX24qi0NMT011GIpER5R2eJ6oPXKi9HBIV1RaXOr6mIqrF3OmoKMrq/eoNYpzS/+q3bHvllT63b9hcH13812SpANYS1VdddRVPPPFE2u0vuOAC5s2bx3XXXZdyTZIInU6Hlu7436xZLHztRa67Du7+QyW79GKds/H376Mt/O9YuZJt26CzE1yStDVXJveMzgTmAlVRnZ7Abdki5oN2svvd+oUUvT6cXQ1UW4WSuTNLO4SI9II1hvpXSWXQvN9jk67lpp77AQhkYWEz0jHvppuoDYU47Mc/TrtdYXU1BrMZgwEmfGURAMf4V9Hdll5tG/pAqKnXF+augk6dO8PdubNgNKvJYake90sSObJ7Nx/94Ad8OG4c7h07Uu7/4osvEtEklz5MI9pIR1TbImKuD/Wz/1CPRYzNXXVeIpH49V04zVrL7/ejGqXqrrwS7r8fr9zXkoGtXy4xPizWimWHJ29mmwuUTJ2KvamJGSmsJ/VGIzs1311XWe7WLEZLdopqq09cL0FH7sjyPGLIE9UHKMrHjePxn/+cZ375Swo1ZdgTvvlNAOa0t3NwqyhNKTjuuD6Pp82ipyr9mnvLLbx70EFstNnouvHGgZx+HjmEQyrmXVIVVizJkEiKjuqZ4Oj776dcUZj7ta8N/ASzQEGpmCgsBLLyTcwELmmbYF20iDUyWFqkIf5sisLSpeKxXS8Ch1woqrMhqtXPD/QKUJNZfzQ1iYDy8MNjRDVjRDjkkJ6QzkiESIoAqqBN2IJ0l1RkfI7ZQCeJakOkt6L6YMAOhJzFbOQg3rKczCfA8/PmsUGqLPY3ohqgQRK55mcewUIYt07Hwx8cweaC2LXUiYWXiXnBz4ps5yr9Y1x2SZipiOaKn3TO4Ywz4NZbYZdhHgC+Psokld1CVd9iHRyiOhWsMsEyGJUQmcCoiLFCN0IU1ZEUdlvhhoahPZFRhLAknL2GzIhqv9wu0h2/CNSS1CpGkv1Hnqge3Vi6dCkXXHABu3bt6vWaTs7TkQTC0OpKnQgMBUJR6w9nlSurc+koEqrC83teZ3JCb5JkaPhMlIz7sFBSk50CWGv9ceqpp2K3p2/8WFhYyKpVq3j44Yezeh8tTly3DpPmfRorxP10Fq/GbRfYvJlf/1o8LpZWTbbq/nv9mqKK6vQEbtduEX+5dYNPkEQSvu8AYq6sZQ9HzxB2IN3ZkncygWBK0eQzGUKhEEcBvwKscs2ihBW+tOfv0W0KJoyMeXy4cOqt59JEGU66eOMnT6XddsI+Yd/XOWtGzt7frxf3idKTO8spmyRj9WXl1NWBp0Qoq3V7Wzninns4uq6ODWm4ivp6Edtec801GAwG9uzZw549e5Jum46otkTE/Brqp6ghYBdcicXTQ0NDvKd7Q5r4TktUI3t7qb1MhpKobtndQjVCUT3z7EMH9b3sZWVY0qx/GzUWtoEc9iOKKaoz4xAK/OJ6ibhGhzf+SEOeqD6A8cVbb+WK73437rkJJ57IFrMZtajFD9QkNL5KBXXAPeOMM5K/7nKxcMMGDvJ4OOLuu/t72nnkGE7ZidgG+Nxuxkh1mE02YdufUFgemyg6m3OncosoCrUyGKizncimuV/stY0toud5aQk30GaK/fWoLtR4THa1xH/+ZIrq5mZxfgcdBGOk96DXJQJW9bowAD0plJylHqGkidT0Xz2UFrKZojGJ9Ydaj9Ey9Sgi6DGXRzgceLiqis7OTnQ6HZOHqFlrLhGQlSdHS+/p7S4XOr2eFk3jqM/KS6krn0cXsYTGFdYHuPvaJdgI4kfPLsazZAn88pewplv4xAc3xfwlk8HeIn7PrqJBUsinet8SsdAeLkV1dKFsGRmK6lREtZKmAVAe6RHpEuO3z5DZmOw3iu10nvjFtrqI1ev1UcuzkdRQMVkzxbxH9ejBcccdx3PPPccll1zS6zWVqFYSiGqHtPRQCWkt2vbGkiyuLO0jQtXZWSy0bu2/AlirqE5n+TGY8Mo5+HPEe/8Gd7Wj8uEuxPdZMADixOIQ921fRImvQYiJOvRDoCBOIKo3ydjs8oXPcvSMnQB0Z0ne6WxijDVnQVQ3NzfzIXALcM4mYVX20r1L4raxVBf32u9AgtFs5IMCsX7z/Htxyu3qdoU4JCTEC1Mu622v0F8E9CJREPHkbt5xyDnshfeOY9w4eHzJhQCEd8fus6P2po5v1Tm6pqYmak+arKGi3++PrpUqKoQAR0tUW8NiXdXfatmgvLeLaWfZsvi+Iztl1W4y+H2+XkS12svE6s2dcr0vfPqS6J/jxsn4eROG7H2TwazpUWDKwKI24+PaxbiUKVFdGBLiBUPZEFS2HIDIE9V59ELdwQdHH6/X6xkjCau+sGbNGh588EG+/vWvD9ap5TEIKKypifrydX38MU5FIQyUHXnkcJ5Wv1BU6Yo+7sohUd26aROuSAQFHVfeeTw3Lv4hIeIXg3bCvP6a+CajXpBZdEDXor8e1Y6S2H6Jnz9OUS2DrNZWUc5ZU61QJbPkHfaZANhLSqJmGt0JDftAlPEeHhTWBCXHzO71ei6gt8rMdiQ+YAiFQqgOl3tl5+nychHwbdwoFMW1tbVZdaAfKSg66aS4vztlUFry1a9GW4QqF3+BDzZX8emrG3jlu2KFPN+7irqnhHpms8PO+0uNfP/7cMst0OwQ35Zxd/qFQ3G3IKpDYwYp8ZACBaUy4E5CpAwF1OtLZx0hSqziFAvtPpph5pEauh5JVJsyGxMCKlHtTU5UOxwOSmQ1Wl5RncdQQS0PX7ZsWa/X9KrCNIGoViutrPhQwvEuzG11LdHH2aqcI2Nr4/5WQukX9l3yvTrIXgGsJaoT/aoHA8nuGMvhwmzMkfCqbm+ESAROWeTHIa1NCgdwjtbCmPVHwJ/6Ow23uAHoMgy+J7MuIQ5tqBTJbEtzHUgS0JulMENnFdtno6hu0syBY5ubWb4c3r5tffxx+2nLMJrgluu3+fWr+OEFH/H6rON5b+pUOqSVwq5dcNPpayiikx6sHHXdWTl776BBkriB3PUcUa0pP9ku4uFGg6hYqCVeFb1P9lhKhDpHl5SURNdX3UmaEGqfS6qoDov5NdxPEZLaf8SFmyefjI8ddqSxLgnt2xdL78lEXVAeyzaEiej690Xvsp26mpz3sckW8y+6iFeBbqAlh/2IzHZx/eqJZFSZ7VTENWOpGlqBz4GCrK6ye+65h8MOO4zCwkIqKio499xz2SQzmioWLVqETqeL+/fVr341bpvdu3dz1llnYbfbqaio4Lvf/S6hPgKcPIYOpTfcELWQfzMSybg5xrRp0/ja176GMUedV/MYGuiNRprlb2z71rcA2AGMnTp1GM+qf7A6rCiIz9LThzdbNti9VBCyTVTgrLAx5Ygynrae12u7Y+d3cflFQQwRuWDMAVGdjaLaYDJESzK97vhyMJWonuz18sCzz/JjoK1NqGSqLbsxy+zxPoRqSKfTRZvw9SQpkXvti/dRSDebmMQ5d1+W8TlmA53qFZZAVIfD4WjQ1tgjvp+KCkHMq6qE/dH2A2DqZZfFtfCwyn4Cc66/Hl1rK+1bt3L0/ffjcsExZ9Zy2h2X04Pofu2UncxbZ8zgyCPhnnvgV7+CscfL76gn/T1RFRREgmVKbdrtcg2HrAQwEsbXPfRktVlaf+it/Vt85BompzMpZa82FMojexik6ihozqyZYtAsxm5DwiJQJYJHKlGtLrTzRPWBB73alC6BqC6qFISGngidrfFxQdc+keD1YsVozi52NyfEiO19NDbzt4l7p0effVxUVFTE7bffzne/+9245u2DhY1Jnqs+/fS4v99hoTg3Oa1efGp99DXnABR+poLY95N2PmwTv123efCtP/QJxLvnoIMAsLa2YpBEdU+W8a5etTiJZL7+b9VcY75AgNdeg4MRPsuNOisfVVay4N57szqP0YjjfnY5XqzMYQP/99yRnPHZuxy3dSt/P/I+zjsPpkyBoo3Sn9o2BmMORR1B2TBQ588RUR2JUCQTdDu7hRr6gRcEfVXLTrzEzr3u1Vd7709MUV1cXBxdXyWz8VLnT6vVGt3O44kR1aaQeD3cz+9LKRIrl2LaeeklaG6OJWnSEdU6ua5pNBiifvFhlagewvndv02o1hvN/W8Wmyu4XC4eOvVUJtvtLExSYdRfqIpqgIC372u4WPqWF47LE9WDgayI6nfeeYcbbriBZcuW8eabbxIMBjn11FN73ezXXXcdDQ0N0X+//OUvo6+Fw2HOOussAoEAH374IX//+9/529/+xo/7aBSQx9Dh4Kuu4ksLF3IwsFlTWpHH6MWfpR+xQyae1ptMcWTp/gK9QY9PBi09rV05O+6e9SLIcVPEjh2wbBmcV/dHllVX8+7MmdHtnn2sjice0Sws+hnM9Nf6A4h+fq87flxWy9kObWrC6fPxU2BW/acAlPjFsqyZMjZutxOJQCQCXTLp5K2vJxFVn64A4IMpJw5aZl0vPYNNCR7VoVAoSlTXdYpHlZXxv/fU/TDRAuCoqoojKWdp/PxtJSUUJ9iZmOx2NkkF7lxJotlOPjlum0POF6T9hEhjL0WdFjURoVaqWDC0lilay56Ofe4hfW+ILZRHClFttVppTfK8pSt3Y9qBBpNf3FVBS2ZjclhuZwzGLwK1RLDaRHqkWn/kieoDC6qiOtGjunhMrCS5dW9H3GtdcrztIb3nczIUamIfAPeWLWm3VxuT+nT9G2fvuuuuuPXkYOBzwCfA1UkUk2OPPz4q6gB4UydsEWvZw5QpcPRMQaJ2AKYBEH+2wlgyzdOR2n/W2C1iPJ81+98uW1g1iX8v4JDWgEVdXVilNVxblmsGg118R9EKxAzgXxdrMOzw+VixAqYhfJa3fe0ajmhsxJ7Dxmr7K6YcOY13Tzu71/MnNrzFCy9ECIXgRPt/AOiZndseMyGjiNv1gf41yeyFzk5UjXwbJTidMOlYoaC1E4yzNOpZuTLpIbJVVDscDmySEO7uBjm0Ronq/q7tdDJmKDc2EghASX0BzcCdxFcLJCIiz6tbM7Yrcm1YMITzu84tSNluy8jgB5558UU219fnNHlp0fQD6ks4Ew4pVMhoveaQSTk7hzxiyIpdeOONN7j66quZNWsWBx98MH/729/YvXs3K1asiNvObrdTVVUV/aclWv773//y2Wef8cQTTzBv3jzOOOMM7rrrLv7whz9EFX95DD8e/s9/uPnRR/m/e+4Z7lPJYwiw+vDDWQg8NG0a3wT+MIBGisMNH2KS8eRQUe1pEEREp84Wteqzl5Vx5N69LFy/HpUS9re1gdYvrJ/lYdqqhGyJaj9CpeJtjyeq1fHVpul8fUznhxiNUKmI4L+BMTz4IOj14l9T8DBxzCRebuP8gry2HD4rq/PLBgbpYWgitaJ6R5t4NGZM/OfdXxXVALttsYVqYQZNmTqlr7WKKQkJxvnnHoqCjgI8bHgneUPF9vo2yqS/5rSTcldGlwlcmiZeXU0dqTccJJhl0yqDfeQQ1as1f29EjMf2JAurPDKDKSDG5bAtM0W1Wg1jDiQnqkeqojpPVI9uFBXFSGetvynEiGpM8US1zaVNBMYnu7wyoe8he+Kl4ogj4v7uTqMIBAirPvH6kTHOJsMrwOHAniSWa3qjkU0af+yL/yoeV9LIulUeaBeVZ50JiYJsoSWq/WmIEotHjEWBgsEnjRxSQQ3gBioPFY3Uynw+7JJga0/RWyEVjI7siWpFU8U9Nhhk+fII0xHPlRx1VKrdDkic+trTfPT977Pxn/9k2eu78GNgNuv51Rff4sMP4TDlJQBsixbm9H3DKlEdzA2nE5BNBj3o8WFj/HjR86o5WbX35s1Jj6FVVKtCoEyJ6q4uAyYCfMXwZ2obxD0eyTCOSIRBJlFK9eIzfb6rnTLgR8DYNM3Ow3JdGdLHaDtVnV0whNyZqVvMFz7r4NsNZQKr1Ro3J+YCFk1Fi7+PhqC71u7FgqxWPnL/XXOOZAxIBqcGSWqwruIf//gHZWVlzJ49m9tuuw2PpiPp0qVLmTNnDpWVMQ/M0047jc7OTtavj/eZymP4YLVaufrqq6NNB/IY3Zg0aRLvATfu2sUDgH0/bEKnQiWqfe7eZV39RbDZDaT2AvTIgMnX2holqr2AsZ9eeYoSU71mq2z3S+1BoCu+wYaqqHYGYyqHIjr43e/AtOVDAPbZbWhjv3ZE9j/Y1Bx/fqEwkyPCt3rCKQczWDBYk1t/hEIh1KW3SlRXV48eotrw+OOsLyhg1a9/ndH2hZoGthttNkoTEk0FxQXUIQjvzW+sSnqMDW+KMtBuChg3d/A9QLUwmo3RBEsuveUzhSki7gnjCCKqtQ60m6UdjzHfFK/fsAbFdxcpyEx9qHfKRl8JHoXahayqqB6pRHW+meLogzY22JZgtWGQFkYk2O/p9PpoXNTZFE9U+2RC39sPorpy3jz+c8Nd0b+7d+5Ou32kR8QkmTY0HQ6ce+65ANx6663JN9D0kJh1xcX4EQvplrVr8EpCrWeAHsk2p4aoTkOU2Pwi5gk7B9/6o0TTzNmk01EqPWGdkQgWucbvSNVbIQXMRSKetmZBVFs0DeeqAaW+kUoEUV6zaFFW7z/aodPrOeKeezjo0ks58vRxrKoWvMuCjT9kzsRGpsh5YUIObRMAwibZWyaYG0V1j+yR04q4L9S2WS1JVM2FKRoqZqqo1lp7xRTVRs7hJf4Uvp5q2XA8mEXvIC2M0ve6OCKOMzsSW6fN2r495X4qUR3WJMHUptuOHH3PmcDiFd9ZcAiSY8MFsy3WKDPgST827fxYzMGdOHBWZtfjIY/M0G+iWlEUbrrpJo455hhmz4410rrssst44oknWLx4MbfddhuPP/44V1xxRfT1xsbGOJIaiP7dKMuHEuH3++ns7Iz7l0ceeeQOkyaJkhVVeTUUHoCDBZXw8nemLpnMFuF26a1oTE5U+2WW29/eDtIKyQcY+qmsURsmAej12Q3T6oLU3xlPVKuKam1Q48LNOeeAcY0gKY1HOnC7obkZ9u6FdlwA9CSUC6/97xrseAlhYP558aqqXMLkEL+lJY1HdQdOCguhuDh+m/3V+gNg2vnnM6u7m/nf/nZm2195ZfRxW4qy191G0VCxfUXy8uy9y4QqaQ9Vw9IkRbWsyWUlRKawqER1Qf/LtXMJm83GR5q/tyKSLqa8MrbfsIbFd6crzIyodlYLss8ciMQ9ryWCp4TDzGVkWX+oApKioqK8onqUIRwOR68/gF27dsW9rvbGwNg77vDKuKC7JT6h63dLorqfdhwn/+52XuRzALg3JzMs0sAjiLGAwZx+u2HEP/7xD9577z1uvvnmpK8f+fvfs2TBAt6/7jr0RiNNMinQsmIFAVl55ulnJZ0KvckY7bXi60pNVBeERIyrL82u6q4/KC2PedKaIxHKJ03CrXm9id4NF/uCtUR67CZtXZkc5tb4a+xU/gtAo16Ps3Zoe2vsd5BczPQVK9j8+OMYgHqDgSpp45IrKLJZuyGUG6WvV/bIaZPCGZWo7kxSbTqmo3dFnqIouKXJdF8e1epzBQUFUaK6o6OGsQiyfF9hIXcDO+fP79dnsYwRcXiR0g5EOIwYsW7xpF6zKjKpENasB1WiunAIe7zZ/eIclaLBT44NF7REdV+K6qZ14rpoJk9SDxb6vRq94YYbWLduHU899VTc89dffz2nnXYac+bM4fLLL+exxx7j+eef75X5zwb33HMPRUVF0X9jB9CkIo888ugNlahWUZ2B3cBIhUpUB3JIVOs7ZHmsKTnJ4ZOLlUB7O0gPve3Q78aiWtVUtgjokiuqo0S1pkysRN9KTQ2MkSoE23HH4XRCWRlUV0OPbCjm3Rs/WW95TfjA7aQWe9Hg+SM6q0SgaCU+4I0nqouYMgVMpvjvOvGaHs0orK5mm1wcmK+/Puk2++zSh3BH78aYAN0bhBqu0Tg8/o4+ed8OB1GtWsuYRghRbbVaWa75WyWqzXl7tH7DHhbjocGZ2XhVOl6MJ/ZIgGZNQYmqwiq22fjqb3/LGiCcxMN/uKAuyF0uV56oHmXoSvCob00g7fSSqNaZehPV6vjak9BMMaQS1f204zAYoNMiEvieXenHbr0kWwKmkauottvtHHvssSlFBkarlUXLl3Psww8DsFcSuB0PPEBYEtX+ftoCaBGUlXFBT+p71xkW37e53DXg9+sL2ljWAphMJho039EOiBJ7mcJeKghDW9LWwclh8MbHtWcUCPuKxn4qXA8kzP/hD3HrdIxRFJRf/AKAXYNQNR2RvWWM4dwofbd+JNTHrQjxiUpU+zWijEaE4HGMouBPEDN2dnZG11RaojqZolp1ANAS1S0tJ+KSaZlPKyv5IaDvp92ETRLVTqWb8eyinNi52hKubS2iRLXmntNJN4PCcDjpPoMBR0gQ+fpS15C951DDaDYSlvRoX4rq7u1izG8x5NZ+JI8Y+kVUf+Mb3+CVV15h8eLF1PaRwTxCepht3boVgKqqKvYl+J2qf6eymbjtttvo6OiI/quTZSB55JFHbjBR47sH+7miWicWZMGu1JN+tjD2SG9FW3JFdUAGD6GODtFpEVhK/xXVhx9+eL/2AwggSfPO+OBftf5waEiLUn0T4Wu/zET53PgvfCF+nwJxLKU1frJ2fyJUubtMg5vQKKoSv6UdL9qYUttMUSWqtd91TU0NdvvgEegjEfYPPmDVr3/NobffnvT1rnIZILckr1yiTjzfYhueztXRSoA0zaMGC6rHnLlw5BDV7cAxwMm2hbQifhPzEJZ4jjbYImKMM7oyIzTslWKEcdDNCy/AihXQ3h5b3B6sGZDGJyhbhxN5onr0ItGTukWWoaswKJKwMPVOkKuWYN72BKK6SVQDdBn6X8rtLZRxUXP6mMsgr8PQCCaqs4X9jjsAOGrTJgpXCVut1tKBz6EqUZ3Oo7pIEaSRvWZo52yVFmvTENP9IaoLyoQi1k7msbopwcbosNDrAHRKAjCP1LA4nXwqbeEOlUku/7x5OX+fiJx3TKHcxCuNG0WCrp0ipk2Dc84RzysaQdV2JkWrEDoS5mO14slms2G1WtN6VKtEtd1ul9ezle7u4ylCjL0dUtGc7bWuokByZkWRAFOJr24sTDNPh73itfaegzj7bDj7bPj1X0V/oMLQ0I2nTjnmmCtcQ/aew4GQXEeH/Omv4eBeMQe7zflE2WAhK6I6EonwjW98g+eff57//e9/vcitZFi9ejUAY+QkctRRR7F27dq47qZvvvkmTqeTmQkdpFVYLBacTmfcvzzyyCN3mDBhAmZzrNxlv1ZUS0VxqI9uvdnA7BWTc8iegqiWnoShzs4oUb2M/iuqTznlFP71r3/xWZrmGqng18tz6YkPeqLNFDXBUE2kHuNf/wrAZwYDVQlN+SgWx/LUOxk7lui/+k9EYNSe4yYWiXBUiO/bjgdtfjOs8ajuoIipU+O/6/3Z9qO/GHPooemtQiaJSqQqT+/GmAAFbSLg6ioeLkW1uKYCHbnzls8UKlFtdQ5cCZcLqN7CHwJbyl10I0gk6xCWeI42FCiCDLGWZRY/GlX/R7q5/no49FCYORP27RPKrPmaGHaa5rEWra2t/Omee2hubk76eq6hKErUGk9r/ZH3qB4dSCSqExXVxoigEHXJiGoZF/ndCYnAVnHMLssAPEflPG3pTE84GmVj0pB59BDVc6+/nu0mEyZgrmz01zJu4D0eQojEe9CbWtHnkmrMovHlKbfJJS4HPMAlkqzr1MR/a4nNW5miUCYDbfgIBTKb20wJVUWT/eKaU/bjniRDCedXvxr3d8mZZ+b+Tayyuk/JDVEdcYvrPGDtZtMmUFuwWDX2G91GEx1SvtK1O94rX/WnVntKZKKojhHVYwELZUY3AOoInO21rsIp5eBGYKZlIwA+ScWls/Bo2ivG7+5gOa++Cq++CktWi3V6YWRgzVuzQZEikgYFtcOzThgqqER1uvEXwNAqkiDdtjwvOVjIiqi+4YYbeOKJJ/jnP/9JYWEhjY2NNDY24pXlCtu2beOuu+5ixYoV7Ny5k5deeokrr7yShQsXMlc2Xjj11FOZOXMmX/ziF1mzZg3/+c9/uP3227nhhhuiQXUeeeQxtDCZTHFe8/u1olovgiTFm7vFuU315SpMvpgLSpI/0tYGK4UtxjL6r6gGuOCCC5gxY0bW+wV1MhPcEz/Bqopqu4a0KAnHys6+OX8+uoQu2q4J4v+iSCd79hD954yoC6TB9WY1yHLOAjzsa4x5xSrd3ahL8Q6KmD07nqjWXst5CJQeKssmww1JXy/xCKJaqR6eBro+nWrZk7tKiExhRtwb5gz9iwcb2kVQRQX0IJtOhftvCXSgo0Cq9mzlmSXXzFIVWYib2lpwOKCxEd588xQAZuyJWejMT+KLCfDYySfz1R/8gCc1DdgGE11dXUQiYpwsKiqKXkd5RfXoQF+Kar1KVJt7xx1qAjvQGX8tmGRiw2vrP1FtLBXjU0EwfTWMUTY0VfpJ8oxU7E3oC9GZg2bkfVl/hEMKLkmblU0dGjXxP4FC4GVpo6Bomie+SvYq06IqV/Sxu9Gd0T4WSVQ3EB+n2AdBGTwaMfeGG9gr1yVBYMpFF+X8PXQ2cX+bckRU66Tlkcccf31Va5qIBy2x5u8ezdwMMUV1ibTKSOdR3ZuoFvdWlcUNgFvOr/1VVBdVVUWNbmabRG+gnVZhy1cSiRBKQVaHvWJsD+sj/OUv8Je/wJe+ImIaNX4dChTL5Jhz3IFNVO/63//YZnJw/R5hAeUfZNHWgYysiOo//vGPdHR0sGjRIsaMGRP99/TTTwNgNpt56623OPXUUznooIO45ZZbOP/883n55ZejxzAYDLzyyisYDAaOOuoorrjiCq688kruvPPO3H6yPPLIIyscdNBB0cf7s6I6IInacE/uFucF0peL4uRZ05BMspVu3Ah+Px0mE9vov6J6IAjqpV2Hp7eiWgdYk/igrQWqNF3dVdTOEQHtWMcqVqwg+m/+hHcBiBQlV5jnCgaN72DT7hjBrpeBawgDHuwcc0z8d3300UcP6nntj5h+hlCf1NCIe19vYq0yKIL5wpnDk6SKWfYMh/WHuFdsrpFHVNfUWKJEtT3PU/cbDsQYXjjGldH2FklUO9hHXR38+9/i+bqdUzgcqNKoqCdpFpeelhaaZZ+Cm2VF4bfWrh3YyWcI1fbDarVitVrz1h+jDH0R1UbpUa2XHrFaqHFRqDv+WrB5xVwaLOz/QttYIi0clPRJRnNQLPoV2+gSJfVo+mF0ApEc9McIqkRJCqJ63862KEFVM2to5uwZM2agAKeffjoANk18tobsybvi6lgDso5MiWo51u5ifNzz5ccem9V7H6jQG41sOfRQALbabNhTNN8eCAx2qaiO5IZANfaIMSpgiU9w1Wp+8/JwXZSo9jXEizHUebFIkonZKarFWlhVVLdLorq/imqj0YhbCoImh0VcsMsu1l4uoCOhSkaF4hfXfdio45pr4Jpr4PRzxLmYSa/6zRVCgRBFkqiumL7/itkyQV8VLet+9icmh2KJDtu40TWnjSRkxaKoSo1UGDt2LO+8806fxxk/fjyvvfZaNm+dRx55DDIqKyujj12y7Hl/RFAqqiM5VFQXykZc5hRl42FJCNTI0s/1hYXQ1jYgRXV/oRLVEV98kBgMBnEC+iTj+B56+5QDmGSjoMJQB+M1jcFXKiKYCg9yAxuTxuapbY8HEAshnVSBdeKkpkbH2LGwcmVsQXfMMccM6nntj5h69HS6KcBBD2teWs7x18VUnj4f1EaER/XEhcNTQqs2AVU8Q2tTEA6Fowt+2yA2Bs0G2kVQZWUx9Q47dIOdCIqioNf3q73IAQslrESJaldtZn6uVrmAdwARRWHyZPGdX+5/hocAIhGU8nL0zc1YAV97O9biYvbW1jLV76dpzRoqcv9R0kLrTw3kiepRhoytP8y9l3YBffIEvsMvyBqluP9EtaVMxAEOJX2S0RKW752DZoMjCYZDDoEPPgDgLcBVUpJ+hwygEtWhFERJ/fo6qhGESsm4oamCeuONN3jkkUe44YYbANhy1lnoly7lEfl6tuSd1WElgAkzQbqaklelJMImG8ftZAJH8hEAIaD2uOOyeu8DGbMeeYRlp56K/tprB+X4hgJxf1uU3BCoFp+Yu4MF8eOGXiNOqQ40shGRIAok9EFTCelCuV5JR1SrDgE2my1OUe3SuQFolddff4lqgC6DgapQiImBbQBsN84GhPinc9cuSjVr8SikV3JYF1tTqvGqiRDhYAhDEsunXKJhcz1jEcnQ2jkDtzcayQj3QVR3bYmJExRgyqV5cdRgIb/aySOPPAA4Q1NGlWgBsT8hIEtc8eUuy+xUREBjrUq+AFHkwqtQEqjrZLOOYVFUG8TnTySqA4EA6tl7sBEgprraA0xKogKyyt4CBQlN3CyqKnuQExommw2/XLC118fUWqqiuoMijj4aEi/XsWPHDup57Y/QG/Ts0AkVxN731se9tnZpE8Wyq/n0k+cN8ZkJqKXpuayEyATdbbHFSkHJAHxacwjtIqi8vBxbmRhPHESiip88MkdncydG2QKsJMOSVVuFoJkNQKCjA5V7ujDy7+g2uiOOQF2udOzcScjnY6okhTc98EBOzj0buN1upgLfD4Xgpz/liDfe4DagUHp05rF/QyWqK+S12auZorzGDUmI6qBBJrC98eOrMyTmUmNl/8lVW6X0fo2kV1SrxJXeMbqsP1waa5/vE/PCHQhUojqcIo5t2SoSy26c6IYocTlu3DjuvPPOqKilaPJkTgD+IV9Xm9RlA68UH3Ttc2e0vV3ajuxkQvS53WYzpgOsefZAUD57NkfW13P4IFWyGwrE/W3JkaLaGpDJNEfv6+tdaVi96fwLYtYfe+Pnuy65XlCJ6uyaKUof6LAbgBap6O+v9QdAp7SKHBcWicadgSl0yEVMT11d0n0iAfFdhgyxsV0rrPAMQRPyxg17AdFPxqWx7RmNUBXV4RTNFO2dbgD+NPEbuDdvZs5XvjJUp3bAIU9U55FHHoBo4PfUU0/x6aefDvepDAhBoyRgAzkkqqUaz5Giu7ongbBdIwOh4VBUh1Ry3B//+QOBABfKx62U4iamVk6lqLZLr3JnOAwaJbZVkjG6HCzI0sFkMuGVAcM7b/Rw001w003w32cF2dRBEZdeKrY966yzuPHGG3nxxRf360TLYGKvWSivetbtjHt+/RuCuHbjwFkzPLY/AVkJQQ4rITJBT7uGqC4eGUS1yWSKqqYrKiooqBQLLAsRPCn8kPuDcDjMypUrU/oijha07IzZdJRPyEznXFAea1DmaWrC6RQJsXpi94fuyiujZbzdu3fTrLH4CG7ZEne8UA7no1To6OjgIeDGlha44w7mvfACdwNXbdgw6O+dx+BDJarVpHIqRbXBaiYRAaNKVMcvvItlnwrbAJpjOWWVgpPexI8WVkXEDYYR0gsgV5h07LGcDhwDbCE3FYlRRV8Korpjp2jQ2sHgVrWlQ1GCL2vi35nAgyA1Pa3prx0QlS0FMg7VEtWNyRSoeQwbTIWCxDVHcjPn2UOChNW5ehPVRy5fzqannuLEp/5Gp0HEb76GeNLW09bGA8BtH30En/88R9xzDz8HPH0Q1da6Oq5kKzoUCgJuIEZUD0RRvUKTBAfY5J5Ih1E2Pt67N+k+OtlsNKyPEdXaeFUbxw4W2rYLpXo7o9+PWSWqQynGX5dXzMWRMeWUTJ06ZOd1ICJPVOeRRx5RXHzxxcyZM2e4T2NACElFsd6fO2JA7a5eMil5ieXK447jW8A7M2fCL37BR1LdMRyKakW+py4hE2zyeLhbPl7DwXQQC7RSEdUOqUw2A2iUnHZJuugHmag2m8145DS1e6OX3/0Ofvc72PixLN3TW/j858W2JpOJ3/72t5xzzjmDek77M1qKRIB83arfsEo3j0nWvdhs8O9fiSC3QT+4v2c6BAyqZc/QKqp7NIpqxwhRVOt0uuhCqLy8nMKq2Hl5E1SUA8E999zDggULRn2PkPY6Qeh5sWK29SbxksFksURpN29zM3o9FBdDkWxg1nDSSXDBBXTJ8faFR308fk9skVkim+qqaF4fX8UwGHC3t7NA/ePyy2meL3zpnb6hTf7kMThQm39NmDABEE3CtEkmtWpAn0RRHU6RwC6R13NRitgmE7jGCpLbSRdKmoavNklUG52D29tiqFFSUsIHDgcfyr9zoqiWnuKKL7miz1MvVKNu/fDNWbkgqr1Igi4Doi3Q3R2tA9xniXnkBvrRdDyPwYNZEtWWHHknO8Li2jCV9k7KmB0Opl98MTq9Hq9VvK/SGj/fVa1bxw3A/N274aWXKPvgA24FZifxg9YS1fqrr+bvPMTPuB1LQKwBm+TaZyCK6qVTp8qRWqCJCjr0Itnnb0je7FwXlES1RlGtjVe9HYPfhLxrj4g9OxkZcfJgIkZUJx9/y0JuAGyThqaR7YGMPFGdRx55jCqEjYKI0OdIweZpc0cDroqpyRdz5pIS7gf+smABfO97hGV54rAoqqVPmT7BrsPR3R3N4F/M04SJLSj3AGPG9J5wnWPGRPtJaxuU2OWxjYPQiEULk8mER/bIvvZSNz/4AfzgB3DCwYL0UZwN5O16M4fjmi/gF2kH5rOGL/of4Wzfv3hJEeR+W8HwlWSrCSZdDhNMmcArSyZDGDBZezchGy5oieriSnO0FNyXotlOf/CjH/0IgLvuuitnxxyJ2PG2qBKqz9I1uluqpf0yOaAlqrsWLQKdjm5Zxvvui1Y+fj5GGs6TNlAqWlatyuq9++oJkwyhHTtwAiG9Hv76Vxq+8AUg1oAsj5GD733ve9xwww1Z/c4qUV1bWwuIa2Tp0k6+/GW44AIwyEMZrUmIajUu0CSwlbBCibR8qpxZ25+PAUD5ZKFoNRGis7kz5Xa2iCCqzUmUkfszdDod48fHmvvlQlEd9ahO0UwxID2duw3Dp053Op1p/84EPp300c+AqO7ReA+bpsTi1YJ88+wRBYu0pLDmiKhWrRctFa6024Ucgjw2dMYT1QZpfdVQUQF//jM9RxwBwLHSEkQLLVHNsmUA/IB70MlxuklWkw5EUR2pruYNzd9NVNCkiPEjlOCvrSIZUW22mQlLGs87BNYf/lbxfXXrR1ePgWRQ10nBruQJgMqIuKZKZ+VtJgcb+SV+HnnkMaoQMgmyyRDMTZDUsEF4hinoqJ6ePHtqlwpqdSGpqpyGQ1EdkQtSQwJRbZequn32WjwU4NUM/2ut1mjjLS2cRUVyGQs9e/aIB4qCQzYUMQ0JUS0CxCsvaOP//g/+7//gyOmilN1nD6fbPY8EnHvPpWz568M0Sj/o2/gp/+Ki6OsmW+5sJbKFatmjGwKLBC28bnHP+hlZXburqkRSbNKkSVSN0dGDIHf8eb/hrNH14ToAtlgmZLWfV2bB/DI5oCWqzdIaxCeVVcW0M5bk/pIA3Z99lvH7+nw+5s6dy2WXXZbV+Vq3bgVgn8sFZjMmqXDME9UjCx6Ph3vvvZcHH3yQrfI3ywRqfFFUVCTJ0CpOP72Iv/4VnnsOjDL5XFTa2/pKkSprg2Z83bthDybpsj5ufu+KqkxROTmWwN+3pT7ldjaZdLaWDJ9dxWBB9Q2H3CiqfXKO9rYmr4ZQWkVCoNs8fER1ooK6P0S1VxLVwc6+iTZPk7Bw8mKl+pCYBVPN6adn/b55DB6sLqG4tZKb6jgngiB11LjSb1gq7gVLQgM8g0wat1VXw7XX4vviFwE4MUmTYZWoLkymgLFacct11EAU1S6Xi0c1f3daymkKiuaE4RTxnS4k1jqKMV78FJCE6lAQ1cF28Tt4DgCi2qtPnUDzujsplSvjScdMH8rTOiCRJ6rzyCOPUQXFJCZuQyg3jTyaZdOaTpzYHcmJZ7U5hxrkhCWROxyK6oi6IE0gJ2yyAWKH0QXAzzmKD4FDAV2KLvV6vZ4OGbD1qN5pGmW2uSI7hWK2MBgMqOFXWKN+MMrHHnNmZfx5xDD7S1dRULcTD2AlXs3nO+204TkpYpUQhiEmqv1dYuGhbS46EvDss8/y+uuvM2nSJCZOJEpUB3JEVPs1i7RUCbUbb7yRww47bL9v4OjctR2AxorxfWwZD6/8XoLt7QCUlIBLLlAsFRVEItAcniZeo40pls0pjxXYvTvj9126dCnr1q3jySefjJKTmaBw1y4AmqVnq0kqOy1KajuGPIYe2iaIdSmaZyWDVu1XVlYGHIrHI2bjBx4Ap05UPVVP601eRiziWg50mikvh/JyOPtoMQZ4sFFS0/9mikazkS5ZDt62K7U1kV0S1fay7AnNkQ4tadufpoKJ8EvlpL8tOVGt7xIEis86fKRRLqw/VEV1qKvvOcYn75tuHBx0dDVLFixgyWGHUS0VsnmMDNilJUUurD8iSiRKVBeNK0+7rbVKNksM+HG7if7TdYh7SJGJFOPJJwMwG2Eno4U6xpYnUVtHXK6oCGkgimqXy8XLwBLgZYOBL33LiRuXeDFFfKcPS0W1MT5OVYlqf/fg23spnSIW8epHVzPcZFDHpWCSBMDWD4RQyo+ZqYdnF1PmkT3yRHUeeeQxqqCYxURuzBFR3b5DqDi0zQcTxYXwAwAAhdpJREFUoS5MRoKiGtlIyRhOIKqlEqBT+hA/QzXHACtIrwDqlp/BWy+VUm43AH7ANsge1TqdDq8svw9rAkqTfOwZQLB4IKOwuprVY2Mla++cfz6bnnqKYx55ZNjOKWRWieqh9aj2yUBULfUbKZgxYwanS6XY5MlicQ4QlPffQLF582aOBYoQ95mShMz8/e9/z/Lly3nmmWdy8p7DhYndgiTWzc1O/eKTY19IEtUulxJVVNuqqrjrLtjeLnygawvqmFP8dq9jqLNQJIsmmB2abddn4W3tkvZMnbIJrlkS1bY8UT2i0NzcHH28ffv2jPdT44uCggJKS0sBUdF0+ulww9cjFEfE66YkzeUsRSJ5biFASwu0tIC1S5AirWlim0zRJRNpHXXpiGqRLHdUjG6iOhfNnAOyMjDUmXw+tMhrIZgDUry/cDjivWr7o6j2yybK4RQl9lpoieqpU2HR8uUs+vjjrN8zj8GFvVhck1Z8aT3rM0FPUw8GWSlSPjk9UV00QdyDhaEwxcVE/7VsOR4QRDOAVWNz6E0ghr1S0OOSc74WSm3MHmkgiuri4mICwAnATePHM3GSLkpU6zqTWycZpKKaXopqMU74MqhIGCgiMpnkNY7+dZdPKqrDSRJouz8SVVCNVGC25GnUwUb+G84jjzxGFSIWEfiawrkhqntk05pOXeoFQaL1x3AqqpE+u4mf3yGVqm2oyqlYgFaSQlEN0CMJxKAsu0SSKG6gIGGhMhgISEW3olEWqkS1N4ldSR6ZwXDFFdHHk2++mekXX4xhGBXqaiVErhJMmSLQLRYmI01RrcWUKTFFta8lN/Ys7U88wXvAYiAYDMapPIG4Jm0NKRr87A9QwgozFEEGTvjc4Vnt65f3Q0gmBwodAZyysW6oQBDV7Yhk3ewxH1Lc09jrGFvVBW0WRHX97t38C/glsHbt2oz3s8vFtV42xrXIcd3WD7/rPAYP2ntt27ZtGe+nJaqFoloQ1eXlgMcTTbVZqnr30rAUCfJ01qT3Wb8e1q+HH13/JgCd9r79gfuCSlT3NLqTvq6EFQpkfVRhpWvA7zfSUJkkOTAQBGVlXKQruSrV6hPfpTKMjSn1CfYIhYXZW7qoRHXE07ci1NcixjeVqM5jZKKwXCQsDCj4Bqj07axzA6KHSMWE9PfY1MPF+xYTTzKrf0dcYq42OxzRDj2+BKJaVVS75BitFTD4zjwz+jiZVWKm0HrYV1ZWUllJlKg2JlFyAxik8ChiSlRUi7+DPYMv8NB7RKzsN43+dZdPbe7e0/v6bV8vqqAaZQPMPAYXeaI6jzzyGF2QAYQpnLrs7JVXXuHWW2+NEsrp4GsUQU5nmu7qidYfw6mo1stGSkYlnvArUInqiDq5xgK0dIpq1YM1UlcHLS1Edu4EoIMYQT+Y8KlEtSaAM8sFuzevqO43Drn9dj4cN44lhxxC7THHDPfpRBNMxjT37WAgIJVcI01RrUVlJfQg7jX33tx8P6X/+x8A8wEjsEf1oJdwa5TbrTls4DjU2PTeBgrwoKBjwYVHZbVvUBLVpStXwiOPMNv9DkbEnPHh+gpCIQjIBqQFwX0Uy6qVZmLjaatUb+m7MycDdcuXcwHwXaD7jTf62jwKl3yPgmnCjsQqieoCIDjEljp5pEZ/iWqt9ceP161jPY9hxUtZGSjymAHAWppkAS3ncZvOzcyZMHMmOL3CqqbHMXCyU22w5d3nTvq6W0Ngu6oHtxJrOHDLLbcwfvx4br311pwcLyzjOJ0neeK2IChiIEPp4IsFMkV/hBkBSQjh7ZvQbNkprv9uCtCIW/MYYXBorH06UowHmcK9SwhkOnBSXJJ+3CibKojsYvYSCEAgAF4vFMu1js8qXtfp9VFLQX9ChZo6xjqkMOdfXBh9rVNWuJlMpgGJkLTrrYqKijii2pTC6sugqER1/JpSJaoDQ2D9YZBq86B59HtU+1XVuKd3pUdwp6gubjbnieqhwDDUpeeRRx55DB50NklUK6kbSH3uc58DYN68eVx66aVpjxdSm9ak6a6eaP0xnIpqg10E/uaEz18omys2h7MjqgOSjJ7z9NPw9NOoRa1uoGoIyk59BgMEg0Q0AZxZBpO+AZTfHegw2e0cLT1tRwIiaoJpiBXVIamYCOpGbjik04HPYIQwdDfmpjFei0ZleyiCqD7kkEOiz7VplEY7ZXJqf8S2xeuYATRQSU1JdqSOOr5MWrYMli3jJvl8CD2vvyPGRed44DNRil8qE5RrLOM52S8SnLsLjwW2Y+jO3Gvaommwd+iSJRnvVy7J6KJZswCwyWa3BqDb7aZokHsK5JEZtNYf/VFUO3U6Dpdj99F8SHn5SfgbGrAhZnVHknlZJ69lvSZhoci+E36Nwq+/6NbbQYFQe3JFYPveWC1XcXX//bBHKioqKtixY0dObD8AInbZFNyfPMFUGBbXgqUqe1/okYSA7E2h8/VNtLXXCdWoV28kWa+7PEYGnOUxorqnbWDVGq079gHQgYOJfaw3CmT2ogBQwj70VismE5Qgxtsec6wBp0+nwxGJ4E+w+IgmA2UV2RIW8QFVfPGadsrlfDoQ2w9IrqhWK7Ms3uQWOEZVVGWOV1QHJY0XTKL8zTWMfklUD6Mv/lAhqI5L3t5KdeM+kRTuKBh989hIRH6ozyOPPEYVdFZBeJmV5AG+TxMQb9q0qe8DugVR3WPK3PpjOBXVhgJJ+EXiCb9CeU77gtkR1RsmTyaRYgkDzzM0iuqAJPu1RLVFBpP+IXj/PIYIVjXBMsREtUeMEyPZ+gMgYBb3gbc1N0S1QUNEn0pvL2Stinqrhjjd39C2WhCBe/TZl+YvnjOHp4CtM2bA9Ji/tRsnb70tCKmqWeK6rezqilps1M2aEd32f2uOA0BxZ14u69So26tSeFYmonPPnqjTcMV84Ztt0vjmehOsXfIYPrS0tGAGJgG7d+zIeD81vihvjFnMVNBEeTkE9glCp53kRIpOzpX6YGx81UnCPCwJmIHAaxDvGU5BVHc1CeubIEasjtFZCZUrkhpA7xSxoznQez6MRKAoIghAR+3+rU4PShsBfQpCXouefWIbv2nkJpXzEM1V1XiquyX5eJApuveKeasTe5/3V2FtbdTSo0czh7qQxKI+ZomkVmoGE+ZXlai2yJ4825nEnziOtYcfHl07DqSRIqRXVNv8yeM7gyKIap0lwfpDJ73sPYNv/WEOivdQDgCBUMgsxiWjv3cCwNEhYmNfSV5RPRTIE9V55JHHqIJK1FoiyQNfrYKpLUWHZS30XWJx6DP3rahWg5zhVFQbCwRxYkkgqp2SqG7wq4vSzIjqnbNm4QB+eNttoCjs3rkTI3Cf2TwkRLxf/Q49saYWVqk6yCuqRw/00kIhVYJpsBCWAb4a8I9UBOSCXpeBl2cmsGk8k28B3v/73+Ne146NW7duJbKf+hwHtwvV6D5L9mScu6aGS4EnLroIXn01+rwOPVu3CqV77XHiuGP94jrqBE559h7+XXEat42/H0XOR2Zf5k2lqjTffXEws8RN8+rVgLBkckiPYp3ZjHo3JXpx5jF8aGtq4lNgG/BkezuBDG1ZVKK6uK4u+twktlNWBgFJXrt1uqRxh14S1UbN9WSW14Quiad1tvCa5FzclbxywOuWcRSjk6TONYxFMo4LBUgceru6oBg3ACV9NJgb6QibMm+iHOmWAgXTyLXpykNAvc89A1RUexoEKdil61uUYrHZUKOaeKJaPNsSjjVRVAUwAY31h6Io+Hw+9IBRjrHbmAy04vV6o40Wc6morqiowOEAr1n4uxeEkttRGiPJiWpVUR1KovzNNSxBEXtG7KN/DI8S1UnGpRKfjKVqctuXII/kyBPVeeSRx6iC0SXKu+1K8olbqw7MRFFt9ogFViCNelclqn0+H+FweFgV1eZCSYwkENVFkjxvj/qnuqOvpSOq1c7uPR4P6HR4ZLBWMETd5gPyO4yoJXGKgkUqG4JD0Mwxj6GB3i6Cf8tQE9UywB/J1h8QI6oNvuwXJFu2bGHhwoW8ofE7dmoqFJzAC5s2seX116PPaYnqnp6eXs0W9xdYG2XpcFH2RHWcpdPkydHnS2WS7+CDwXHw5Lh9GoCKmjF8Yd8b3LPzG0xZIMbdglDmv9tETVKuJBIhqPk7FTqkIr45ocmTV6rQAglenHkMH4o3bULV5x8PNGkU0ukQ6OnhDKDkgw+iz01iO+XlEJKeqh0pYg6DSlRrmqTaZd8H09ix2X2AJPBL31JDCo9Vlage6ZUrIwWWYnEf2/Hyox/Fnn/nkkvYWDqTCQjrF9eEgScZhhNhSQiZMiCqDWozN/PoJ8r2d/gQv+tAiepgqxuALkPf5LBOp6NDKqW9UhEd8PspRpzDvkDsXlEFMCFN7xtVMV0D6IJBQnoTe6gFWvB6vTlTVCdafwDoikU9VGGKvkmqlWUvolrGreEhUFTbwuLz6wqHr4HrUEGRldmmYO/vtSokkicF0/JG+UOBPFGdRx55jCrYq4RvlCOSfMG0ZcuW6OPNmzf3eTyrX6qk05CiWgsMj8czrIpqS5Ek/AiwZw80NEBnJxQpQtHXRgmFhREgtmAtKUnttaWqB1S1uKrqGgrbD4CguvBWyZquLvRSYhQYIrI8j8GHQVVUR4bW+iPik9YfI1xRHTKJ7ydZKWJfuOyyy3jvvfc444wzos+VSBXnnjvvBMAENDz5ZPT1trY2Pg98X/6d2Gxxf0Fxl2wyNyZ7Qiex94DP6Yx7feZMKCgrQ+v03qTTYTbHFH/2KqmUSpE4TUTnvn3UJEgo2zKYpxpXCAVYnXIw555L9F+PTEwGErw48xg+zNTYfZiA1g0bMtrv/O5uXgMc774bfU5VVIelVU93KqJaXstaotopk7/2iROzOf2kCFhFPGDyJk+qqM2+RnLT2pEEk0v8XgX08H//B2recM4zz3J4KHa9FI4bNxynlzMokvQzhfpOUBt90iPXkieqRzr8apO/ruSey5lCaZfWixkQ1QBdcvzzy+RfV1MTFrnW2dMTU8Cq64qQxvpDXeOoqeeWggkoGFAV1SpRPVBFtcPhiK4NK2TfCEulCwAnIUJJKmyMEfEZDNbk1h+Kb/AFHipRbSg6ANZddrVnTu/vtVp6no85dHKv1/LIPfJEdR555DGq4KwVvlFFJM/ka4nqXbt2Rcu5UsEuu6tHnIUpt7HZbFH/tJ6enmFVVFuLxARrxcfYsVBdDaWl4IqIgKadYkpKdHHnlk5RrRLS6vekkjZDpagOmsR5ly1dCscfD6edBiC6dieoB/PYf2GUvqWpLHsGCxFp2RDSj2xFdVhd0GegPEvEypUr4/4OdHdTKslQ20UXseSww9QNo9u0trTwAnAP8AWgTmM3sD+hKiiIasvU7FWjiUT1f6+/HgV4qOgLAHzlK2LRuUWzT2vCmOSsFT7RhZHMEgxNq1aJ9wSapTpsy/nn49Eo2jc98wyrXS4+e+wxAPbtg09eFPPezuBMXnyR6L+eiEhCbl4dQFEUbrrpJh588MEMv4E8BgOHaJopAnRlQFQHg0FmyAR4ePx4/LXielYV1ahEtTk5EawS1WaNYq9E2oA4p07N7gMkQVhWxJgDyeMplbDKE9WZwSD95Qtkh5DFi8G9YwclkXjFZdH48UN+brlExCYT1BlUnJgDYgwNHQDN3PZ3+OR97u/IvIlwMug6heLZl6GKvkeOf0Hp2e+RDWNDGPj7c07GjYNx46C5W/RxeOnpsZx9Npx9Nlx8kZ37OIzF8lh7rZPko5Y464+BKqp1Oh1jZRXLhAkTACgaJ+ZpPdAlz1kLk7zvDbb48TMkFdVDQVQXKOLzm0pSr4VHCyJqhWfCuNS4eQ+FkluYfuLsIT+vAxF5ojqPPPIYVSgeL0q8nXShhHv7gmoJl0gkwj4Z0KSCIyQmZ0Np6u7qOp0uSugOu6LaKc7Dgh/17UMhUEOLTpycdRZxqr9MiGpVbaD+P1RE9T75/ha3G959Fz76CIDNgMk0slWweWQOU6H4na1DTVT7BFkT0I/saylKVCcpRewLihI/DrZIm4gAUDx5MuYjjwTAusHAhRdCOAyR3buj25/M/ktU1ypifC9fMCXrfROJ6k0VFZQAH3yugI4OWLiwN1HdkaC2KpMeskX0EFH69qlWLTyazGba5Rh97PbtrDj66Og2++64g3kdHXTdeisATzwBroAbAPvEDh5+mOg/r14kUD9ZYuXtt9/md7/7HTfccEM0mZrH0KNCJsd6ZHLbl0GzUo/HQ418rNx0E5seFTY+Y6mjsKsOpGLek4JEMVRXAzDG7wdFwbtnD2pEUzxrVj8/SQyKQ9wrtj6I6rz1R2YwyuqNIqMYd3/9a/jtjVt6bWceZvuz559/Hr1ez1/+8pd+7a9zyusm3Hcizxz1yM0T1SMdPp1I2HrbBkZUG3skUW3J7DdXx7+QTOwG5NjaSBU+v466Oqirg56IGP2ad1t59VXRgmLP4jpu5pPosd61nCIfNedUUQ3w7LPP8vzzz0eJ6qMW2fAgjtuVJNYyq4pqW3wiPCgFFhH/4FciFkQkUV/q7GPL/R8GR3Irws2LRXzmpoiqyRVDfl4HIvJEdR555DGqUDZJlHeZCdLZ3Nnr9c6ELs+tUomUCoWKyJ6ay1MT1RAjdIdbUW0qlB7dhh2EQnD33aBDwS7baukKbDzwQDxRXV6euiFPIlE91NYfH1VUcDyw7JZb4F//gn/9i7+ecQanMzzfbx6DA2uxWLBaGXyvvTjIMsuRrqjWFcjAOZzd95PYBDESgT/dIerImyjnrf8ZqZKWILOVLfz72TD33gvOnTuj+5wG7NkPieqW3S1UIBasB516cNb7JxLVnZ2ddABFriJUF5CCggJWaPZpKIqfJ6oPEmOriRC+DHyiPdLmw+1w0K0ZY4/TVAIVNjQAMKuxEZ/bzcsvQyWCkK+cq3DddUT/hS1icdler7D700/ZCrwE7NDYT+QxdFCCQYrlPblTXiuKJimUCj09PVGi2jh2LC36aXzA0eiJYJowjqq33wbAm4JEscyfTzdQGInAhg20vfQSABt1Olw5sI/QFYlUuC2cnKgOSuuPwAjvBTBSYIoqqkUCYulSWP9yR7pdhgXnnnsuPT09XHPNNf3a31giBtKCcN8+/NaQJLMdQxN75tF/ePVifeFt7vt3TQezT8y9wQzXG345/kXkuk63Zg0Am609LF9O9J+zUhDYxx6yir/+Ff76Vxhr1YiW9u7lzu5b5B/bc6qoBliwYAHnnntu9O+TTwY3LgA6dtX32t4k7UtMBckV1RH/ECiqkf2JpE3JaIZBTaAlWLY1rtgGQAP7dxPb/Ql5ojqPPPIYVRgzrTr6uHFz7wk/W6LaKb2uC2pK026nJTVUBeNwKKqN8jws8hyqq8FGbPE4foYNnS5eZZmOqE70qFaDtaEiqo1mM+8COw89FC64AC64gBUTJ7KPPFE9mmApUonqoVVU6wJCiRIyjPBrqUAqzsPZfT/19fFj4NNPK6x+Q3zmBsbzs59BZ+UpeLFix8t4dnH33eDaE7OamAR4Mmg8O9Lw2X9WA9BJIWPnZE/GJRLVHR2CKCrSkNFms5l/GAych7BIeW9KvHJ73MwKFIRytm1n7/koEUFJIHuKi6O2Ryo80q9zjJzDHMAnv3qI99+HCkQzPVNNTdw+IYuo7vE2g+nlV5kMfA7YvnRpn+eSCuFAgE3PPINX03Azj8zQsWNHdOHllrYNuvq+r4uenh7UyEZXW8vu3Ub+xtXR141S7VeXojrKVVbGx/Kx8sYbRGRj1dVFRVHbsoHAWCwS5I4URHXYoxLVeUV1JjDL39Ee6eK+++Dmm+HECe8A8FrpUbx7xRdZ/dvfDuMZxjAQ4s4iBSAOpW9CU02C6J35JtojHV6DUP4G3QPzqFZ7BCkZNvALqBUGssLE9NlnAOwoNLFgAdF/hkIRA40v386XvgRf+hLUFghLpk9NJbTbqonllXfktJliMsyZA25Z97ptubvX66pHtakgXlEdFVgEBl9R7RCGixSOSV2BO1pgdqkVnvFEdc9m0atlnzE9H5BH7pAnqvPII49RBaPZSKec8Fu397b1UIlqlWjti6h2IUrPisalz6CqpIaWCB8WRbUM1ExStVVTA3Zii4Dy8eJza8/T6UxdypXoUa0S1kNFVKvK72AwFoipj/PWH6MH9hJx3Q69olpcS+ERbv1hUK1RMmzKp0LryQ9wxx0KVYhGQw2MYft2+O3vjeyVes35Fdvp6oLiuviyxuL9kKiuXybOuU5Xhd6QfbibTFEN8eOlTqfDWljIC8DzQEECUVhWYaRLzkf1G9LbTAHopVo6VFWFMyGpesGElbz2VANVmiRj6+NvEw5DlU4o3m2ylFhFRK6pzWEf5Wu2R5/3SgVutnDv2MHOwkKmX3wxy6VlTB6Zwy1L0d2AIpXM1paWPm1hPN3dUaKa6mq2b4fH+SL3s4jd113Hy9//PpOBbQmJChUul4tl8rH+O9+h9uWXAdheWzugz6PCUu4CYuXhiQh7xbiVJ6ozg0U2uLYqCjffDPfdB7Os4p61zzKx8PHHmHfjjcN5ijmBvUqMl4WRvolquyKIQqMrT1SPdPgN4j4PDZCotofE3KvLsIFfuFDMtc76eli8mEJppbU7YV5Wm3ii6VFUYRLJ+U5DAduEcBanswfwxCmqc2H9kQi9Hjr1sip3b+/Gx2b6IKqDg0tUK2El6pfvqh39JK1FJl7tifNZvUhmtNpGP1k/UpAnqvPII49Rh07EJNNR15uEVsmGibLTfTqiOhwMRRsnlE2pSvueKnGrJYCHQ1FtkoGaGs5UV8eIai9Wasf1Js/TKapSeVQPFVGtktEBTSfs4bRWyWNwECOqM2s6lyvo5bUUGuHXksklFmrqYj1TtNXV8RSwC7gEC5s2GaNEdSNV1NfDG29AvaTBzpovlLY10g+0S5KytRmoPkcaPBuFpUKDqX9lmpkoqkH4VKtIfE2vj81HTVvTJ0VBkJYAgYpJNJfEk4jjOjdy5xf3xD138O7PgAgVEfH7OCZNins9bBGJvgJ6ONwda+JnW7GC/mDTI48wWY7F87dsibMzUUIhPrnzTtoSkiN5xNAtLXXcJhMGqag+btcuFIMhrUI2sHcvJkABqKpi+3bwY+VbHMbqs89mZ3U120k9L9tsNp4zmWgAImYzIYOBDUD93Lk5+Vx2WQ5eGEnuSRv2imsmT1RnBmupIIPsGusmh+ynYpw2bVjOaTCgNj93pmh+roWaBDEfAM3c9ncEpMAk0j0w4YEjLMYTY4a+yGGXC4ApW7fCiSfi2rULgIaK+MR7RG167IklSEqNYu7tMDjZLnO6FRXi/QdbUQ3QZRBxQrDZ3es1M4KItjji31utBNQFBrfnhLvRjUHMPpTKPlCjGbZSMcbYE9Yj1lZxjXQ7Rz9ZP1KQJ6rzyCOPUYcuZGa6Ib40ORKJZEVUN23dix6xUBhzUHKlkoqRoqi2SGLJCkQUhZqaWOd4D3bGjs2uzDeRqB5MVUEyqES1VlGdJ6pHHxxlIjA0EyTgHTr7D31IXFeKYWQTKOZi6QGbpeK84JNPuBgYB9wgG5mNNYjFW7O+nEgE9u2LEdUTLcu54gook97O7mOPBWBWZ2evpowjHfo6oU5uKejfwioTRTXEE9UuuVDWoksnxsqO3b2VUomwtIj3/P3zF3Lp3sX8hWtYwkIADnUuY2JIKHJXMh8fFiayl5l8RplMRhYfdFDc8UJyUT2GBko1lTVV/fQc965eHX3sANb+7nfRv9897TQO+8lPCBx0ELv6qdge7fDK773TYqHs+OOjzxuA4u9+N+V+Yblfq9EIJlOUSIHttLa2RufndPPy3pISqoFPP/6YG778ZWYCpQlWNf2FSjgWkpyojkhFdXCEV66MFKhEtQ1htQNQ1iWq+5zz5w/XaeUcJRNEEjFV83MtVKLa1ke/mDyGHyGLuM/1noEJD9QeQZaKzH7zPQcfzP+AvcXFMGsWrWPG8BegvbIyfkM5Tur8sXiqBLEW7DK4oorqMWNi655cNlNMhm6TmPuV9t69lVSi2uyIV1QrUgylG2RFddO2xujj0rGjn6h2VIgYL5GodvUITiFUmfeoHirkieo88shj1KFLLyZ83754YsDr9RIOC8/OTIjqfZsF0eHDQlmtK+17qqSGqrqD4VFUmwtjapNgTw9OJ5RYRLDXQwHZVvomelQPl/WHVlGdt/4YfXBqGrS4G91D9r4GeS2FTSM76WEtUUsRs1v4KU1N0ceH4sGMn2qD8EHuLnRFX2vUy4VcfT1nnBGOEtUF550HwMxIhGbNsfYHlDcLcs9T2r/u7P1RVCclqvViDO1u6OrzPStkqXM91dRTw8+n/IXGRUL1Otv8Xw6tXA3ABt101jMTgCsmvwBAGCiZOjXueGqJ89zCD+Oed3r7V5JtSFBLe596CgBPSwtzFi8GoEpR2HnLLb32zQP8e/cC4C0oYNLZZ6PVwRkTGp9qEZH7tUoloEqkwA5aWloy6h1RLMvf3W43e/YIZf7YsWP78Sl6wzVWVcamIBwlIRTKN1PMCHZN3xBPSwtBj4dqmaCvGEWWOxWyUtFImLa96T3vVY/cgirXYJ9WHgNE2C7idoNvYKIDtUKjoLoko+31NTWcBHzntNNg3Toe/uY3uRYoTLQ3lOOk3heLp4pRrT9Ko4nAmhoxbuW6mWIyeC3inAxdvasLVKLa6ownycNSUa1WBg4W2naKaqxOCjGaR/8YXlipEtUe3G7o6hL/yoPS+3xCdZq988gl8kR1HnnkMerQbRATfqgtnhhQFXE6nY7xsuw2HVHdKrPIHTjpq9+QSla4NaXQw6H41RLVvo4OdDqoKRbfgwd7L6K6sDB9GWUqj+q8ojqPXMJZHltIdDX3VpQMFgxhcS1FjCM76WGXKrJEhUef0DS8s6JwCCupjAiSKlQWK1/sLBAklrG5marSVopxA+A8+WQUoAhokH6P+wOe+vIfOMu3BADX547p1zH6o6iuSeIR7DGKhW2gObnaVEUoEKISsSD8y6tGQiHYsgWmf04kVas6WlhQ85Z4nwVboVRYmxxV9G8A2vR6DDKxp0KRn2F8+NO454v6ubAtahRz4nvSfmDGpk2EAwGWf+tblGqI1jH7oaf5UECR9g2BwkKMCYSHTVFSelVHZHMwj9lMczPEckabaGlpySiBrCZR2tvbqZMK7doceVRrCcf2+t6EY8Qv5u+8ojoz2EpKUK8Eb0sL9cuWYQS8QOW8ecN3YjlG+YRYs9mmrY1pt3VItb5zTGakZR7DCLtIqJkDA7P+KELMua5xmVktqHOzOld3ySqExHWOTo6TBo2i2qmIcatDXxpNBI4bJ8atoVBU+60ijjD3JCOqBeFvK4of32NE9eAqqt27RFzSwYHhD++UyTA7XkqKFZxOcDphjCL4gtK544fx7A4s5InqPPLIY9TBYxCBhNKRnKguLCykrEyUL6UjqjvrpGcZfXviqQGSlqgeDkW1pago6vYXkv5ssyeKz+jBwsyZ8duna6QIqa0/htqjOk9Uj25YHVaCiN+zu2UoiWpp/THC1fkOWfpaQN9Np7TQa8YjgKNYSkVYsFzm8THVXkCOh3a3m1KdkBMp6PAUjaVJkp8dy5cnfQ9lkNU8/YH16ZcAeNr1Ob5w39X9OoZKVAcCAUKhUEpFtbodwDjZIE8Lr1ks2pX29ET19k+2YkRU/Ew7Zirq9FG1UFh/1AaDWCTRSXU1Prn4dshxvj2BpAYIyXOd6BH31A4mAOCKRKKWAtmgplvMLuuO/jluCiiPRDi/+l2qnhSt+v4+9gpx/j4fLRs2ZH38UQ8ZbzRHpvHss/CpNZbYKIlE2KexVtEiJAmXoMXCpzLnUFLSBvTEWX9kQlS3tbWxTTIxamXZQFE+IVa10LStd9NQnWxaq3qq5pEeOr2eVqmO8K9dS8vHHwOw12JBpx89S3e9QR9rfr4jdbNZT6cPm0zSlowb/dYD+zv0RWLOs4T6r6j2d/qjzbXLJlf2sbVAIlHdLeerXkS1nLMNmjnQGRLJQLeuPKqonjBBpIuGQlEdkglviy8+xgsHQ9G4wO6KJ8kV49AoqlUbzS5dZk0t93cU18QSI2rfHDN+xiCqrOecOTPpfnnkHqNntssjjzzykPCapf9YVzwxoFXElUoPwHREtbdBBC6d+r4nZzUQapfKJ71en7ZJ4WBBbzCwTr5vRC56LztXKO+Cps0kcCy9SJdEqAvfUChEMBjMW3/kMWjwIRYAnra+GyvlCiapqMY8sq8lV41QkRXgIeDPfPFn7Iwn/SewkwpFPDf/jFiDWJ9s3OfyeKBFrNLaKGHbTgMtcozwJ1FUv3/99fSYTCz5/Oez+DSDCyWssKBnrfjjwjP7fRwtAd3T05NSUa3dLpmVQsAqFu267vR2G7s+Fv7TzZRi1yinqg45hG7ACExsEAslU20tIUk8TpBzjjuJ0ius8boF2IjwsNYDHZLgzhTt27ZFVdPf+dupvIr4zX/Z+nWmsYM2irmh7o+s1wvyc8sjj2R1/P0Znz32GO9dfXVKRbQKXYsgnJduW8SFF8IFvnd5ndOjry975P2k+0UkUR0ym6NE9fjxboCMFdWq9ce6devweDwYjUYmJTTf7C+MZmOUcGzbmcQiKEpUj+xxdiThfVX1+cYb9MgfvTWJtdD+DrXZbOee1LF4s+aaKpvQPyunPIYOJklUW8P996jW9nSo7KOZvYpUimpt1ROAQf5t1KwrCkNuANqUKtQWDurwOBSKalzi3AuC8etWb2eMuLa74sd3tRJQrQwcLPiaRJK+Wzc0677hRkF5Gao0av07a/F64dMXF6MnQjcwdkGeqB4q5InqPPLIY9TBbxWTqalnYER1oFlMzl1ZENWqono41NQq1qsNNtatE094BPHnT3JKc+fOTXssbVDm9Xrz1h95DBp8iMWNtw/laS5hUKT1x4gnqmMKj9Y0C/pEmKWiaLdOqNDmWd7HKhvEnvmlyagc69RFYwCoCgbxSgKzhTKWLIGuCkkMxIxxo7A99xyFwKKXXmLVr3+dzUcaNHz89IeMpYEAJk66/YJ+H8disaCX6sX29vboQjUxuadNoiWzUggXiOva1Edjqdb1IqG4Txdf5qzT62mQCbsqSYTaJ08mIuewMvlce7KkY1m8+nAvNXTI+6wjye+ZDo3LhGp6H+V4KGDnvCMAmIbwrf7vpJPwGRy8rZwNQOC//83q+PszLNddx3F//zvr/vzntNuFGwUZ0WN1snAhjF04iZ8vfJ3XdacA0LZmb9L9FJl039c1g8cfF89NnSoSH9kqqpfJ33HKlCk5TfZ2Ift07Olt/WEIinskT1Rnjo+kT3XhO+8Qkd7wvjFjhvOUBgWqSjOx+bkWbdJ6IIgRR8mBYT+wP8NaJsYhe8SPt8vHip//nO7G9NYuiWiW1oudFFJSnpndS6bWH3r5t0mjRHaExD67u6agKKLf4tixYrwaCkW1vkTM345gvKK6qzUm3Ei89hXZW2Wwiepgi1wLGw4MolpvNNIg15dd61ZgtULnqo8A2Gu1jqqqlpGO/DedRx55jDqEbCLwNSWUUGmJ6pISEfi0taUOjiNusX2Pse/JOVFRPZwk6kbZcMm6dCm89hqFcmHq15Dnb775JhdffDG///3v0x7LYrFEleEejydv/ZHHoMGrEtUJ3vKDCZMiriudtbdtwkiCa0yMhGzPgqi2SgJrs2k6AAv8InnVANhLS9i6Ff74R7jsh7PxAQVA6EPReK+FMu65B3w1QiFrq6/vdXyHJzbGdo0QBe1nD70OwEr9LMoGUCau0+miaukGqWSG3otedcyH5Ak8XZF4zupPr6j2bBfv0WJw9XrNXRCfLC066CD0FfHKws6S3ot5fWV8yXQTFbTrxGK+O0tFdetKce3sZCKzZsENL8UnAU547odccw0s5gQAxmxMTrqONgS6u5kgkxWtr73W6/VNzzzD9tdfZ8cOcPhFkujEi9y88w7Rf11OMf7oGpqTvkdHvRgb69qns2qVeG7ePJGgaGxszCiBrCqqVaL6oIMOyupz9gWVqPY0tvd6TS/nbyU/Z2eMjePHEwYK6+qYKatZgonebaMAqkrT39yRcpsO2Wixm4I8SbQfwCaJagfdvPP5S1hw2218evjhWR2jTVrBdFKQMTmcKVFtUolqzbqiICC23RcUyaBJk8BuF+OpVlE9WES1pVKMz4VKvFCjo0lDVBcnV1QblcElqiPSRtOTwVp4tKBVqu67pODLI/9vl/NoHkOD/GifRx55jDro5GRu9cSXyKvBS1FRUTRw6e7uJqJpAhV3nA4RIHjN2RPVw6mo3iIXq/Y1a+Css6j4z38A8GsWiSeffDJPPfUU5Zru8smg0+nifKrz1h95DBb8iN/a35GdD/NAYFID/CT+viMJRosRr7RG6Wx0Z7yfXTYL2qyfDUCBLGjcpSp0q+CrX4XC4gI2yPGheOVKANoNhTQ3Q51hAQCF7fEEVERRGOOLqYSnb948IvyqreuFN/LWsqkDPpZKVNdLkt7hcPQa29MlOwGMJWI8toXSK6ojDaInQrvF1eu1noSS/9LZszFXx3ee9yYZyw1V8SXTTVTQpheEtnfPnrTnk4iW5WL7XYzjjTfANbaaJUcfzSarlbUPPUTlvHn87nfgOudIFHRMC7WzccnarN5jf8TeDz5AvSJMa9bEvda+bRtjL76YSWeeyd3XrKYMkWSafkz8YtdTJC1a3MmTUEq3uK/CFj3f+Q7cdx9ccolIXu3atSt6DabrOaEqqtV4J9dEdbdeXOe+JISj6qE60nsBjCRYKiv5RD4ulwIB/YknDt8JDRJSNT/XomefmHu6OXCIsv0ZllIxvhXQw3GLXwHgaNVPI0N01qkN/DL3RdYS1ZFIJKVHtVFuN9XrhZoaqKmhxCfGrXbEuU+eHEv8+Xy+qEhnsKpJ7dViXi6KxFvfbVklzsuDFbMtIU41D431h15W9Ki2mgcCumU1WlBWs6gVhb6EuCuPwUWeqM4jjzxGHUqmisnc4Q+g7RelVVSrgUs4HI5myhNhlNYhPmv2HtXDqfZdX1jI34Dugw4STJSEv5/npCWqBztYS0ReUX3gwKcT922wK73yNJcwRcR1pbdZhuw9+wuPdBruyoKodsgB8NPQ/LjnG5Lcv9vl4m2WJGWDRaKSYv0+QWgVJIyTrZs2odJiAaBSUdj6wgsZn9tgYUq7WFCE5s0a8LHUsU9VVCcjAhMXwYmwVohjFCoegkHYt3o1S84+m56meC9fc5skYxy9FTt+jXraAzhra7Em+GEHktgCmBKea6KCNgShHUiikE+H8A5JpDudqA4niz74gOleL3Ouvx4Q5dJ/fm4Mn+pmALDsnn9n9R4jCY899hhXX3113NyTDC0ffRR9PEZeJ0GPR6ion3suSq2du+SHlCG+w8IEb+hwpfhNinuSJz0MMuFkcoW59164+WYYP74Wi8VCMBhkjSTIVUuzZEi0pZk1a+D3hxbdevFJg629m+EaQuI7DBvzRHWmKCkp4W3N33uAMUcdNVynM2jwGJM3P9fC2yyrG/NE9X4Bk0yKOeimQDYCzBbeRpG0y6aBnzo/h0IhfD5fSkV1ZNo0fIi+D9TXQ309emAfxbRZS6mqgiuvjFdPq+vHwVJUF40Xc7yL+Ptg2yo3AF0keV/z0CiqDR6xFg5YDpz7L1wjGh3rZULfKuMl/dSBCyDyyBx5ojqPPPIYdaiaLTLTpbRxzz3wyCPwl79A/fYgJwIuhyOuAZYazCTC4hWTc9Ded6CkBkiqsmk4SVST1cqXgE8efBBuuSX6fLCf56SS0lqP6rz1Rx65hn9YiGpxLelHuPUHQI8kqj2tmVujOMNikbgmFO9F35TEz3hfgvrWJDnODzdPBqAwgbBrlBYh9QYDm+V42qoh7YYDng4Pc5TNAEy9dOGAj6fOE3vkYsWVpJnZQw89xCGHHMJLL72U/Bg14rt20snevdB6zDEsevVVVh15ZHSbl14CXZMYzwJJLDyQiyaAZqMRnV6PY8KEuE0i48b12s1eWopWn9VMOU0RcazQvn1JzzcVClvdAPir0jczMxphXbkgQe0fLc/qPUYSrrrqKv7+97/z1FNPpd3Oo3Y3BCYEAnTu2cMHp5/OpDPPxHLnndHXTuFNCuWv4ZoyJe4Y1kni3isP9bbNADDJBqqKNZZQ0+v1TJ4s7k1VOZiOqP58QsPTc889N+3nyhY+gyBSlM7ePQaMYbUXwMgfZ0cKSktLeUXz93+BiTlqfjmS4DOJeU3f1fu6iW4jVfo9+sEhCfPILczSHqEwgXQNpRAFJYM/2iMo87VGQUFB1Kqws7MzZTNF49ix1AInFhfDqlWwahU3LlzIVNq59/5naWiA888X1ocq1P5DgyXSKZ8qAq4iughrFFYNm0U83K3vneTTWcRzahw7WLB4xbovk7XwaIFRztEFUlBQKdf2jvnzU+6TR+6RJ6rzyCOPUYeC8eMBKKOFO+6A666Da6+FgkeaeBu4btky9Hp9lIRQF3mJsAXE5Kw4+27eombsVXV2YmA0lFAz/n6/P47gCPSz7HakWX+oRHXe+mN0QSWqwz1DR1SbpaLaYB/5imrV+sOfIVEdCYUokmX+25kUtVYBcCchQ5unT4/7W39wGXY77OwWJFqJouewQxUOO0zYhbhXCIuQJoeDDlkm6ZdeqsOF9x56Exs+3Dg54rLjBnw8dRzfuXMnQFKrpNmzZ7NixQo+97nPJT2GtVyQh046WbsWZsox9NgdO6Lb/OMfUIVoHlUys/fcYdKQ0tukMrZIkpQACmBKQlQ7HA601ODeshk0K9K3OqGRcE9TE8u+9z26UiitK3yCRLXPqEr6ehxOECT8/I51fW87AhHSWNg0Nyf3jY5i69boQz2w/bnnWPTeewDM0jR0NkvbnRBQlPBbFc8WPvBVSkvStzBJRbJiiyfqpiQQ3umIarvdzs9//nMAfv3rX+c8RvEZ5Bjq6W3dZJS9ABjhTWtHEkpKSlgGXFFdzcXAvWPGDJqaczjhlypNVbWZDME26TmcQWPzPIYfVhkPjCG+gWLDxx9nfAylXfzmHmPm17xer4+uxbREdaKi2m630wp8EgzCvHkwbx7rTSa6iF/bmDWJtY4OQZwP1j04Zkas4uUrl7TypS/Bl74EOz8VMZzXmISyk+c32Ipqq7oWdhw491+B7AdQ0tVFx+7dTJBCjQnnnTecp3XAIU9U55FHHqMODklUl9LEOefAKaeI57/S9WcADtuwASKR6EItlaK6ICQmZ50rfWk39A6E+ioHH0yoKgC/3w8aP61gDojqkWD9oT7OK6pHF3x6SVR3DqFHtVSiGBK9/0YgPDpJVLclT6wlwtvYGA3y2ijBQizZ05XEJkKZM4fdmr/bTzyeBQugFUF+mQmxcUUPy5fDQw9Bm/Qs7qqoIChtKPQa8nU4sPdFofJeY5yO0Tzw8UGdI3bIz9WXp38yWOQ+RXSwakXyBeXHH8eI6glH9lYs2zTlpl3HHgtA8ZQpKPK5ZwFnkiY/iUT1BV+zRn/PQEOIu+4C6SrBJ5dfzpH33kvnuHG0Sz9GFYEAjFOEAnvccZPpC8fffgEKOqayk8/+lzlZvfS99/jWjBl8LIne4cI+jdpcUZQ0W4JdEvtqgfv/7ujdpFKbJGrT63s1hJtwtEgSVdKMr7u36tASEveu3hE/72ZDVAN873vfY9u2bdx8881pt+sPAiYRd+g9vc9fVVRjyRPVmUL9Lf9RX88zQMUoLTkP2kR8afamTlArbjHneQwHjkfu/gxrinGoZXnmFTY6abXhyaBHkBZan+pURLW2SlT17E8mwtHr9dE1yGArqkurCuiWftz/e97L3/4Gf/sbRLrEBO239O6lpFYCGiP9s1fJFPaQuDczWQuPFlQdJ4QOY4NBtjz+OAB7DAZKRuk4PFKRJ6rzyCOPUQe1rNZOgCf/0oJqm/oBx8Q2Ou00nurq4kpSK6oLw+J5U0WSUuzEbRMCoXRNjQYbKlHt8/niFNWhfpbdjlRFdZ6oHl1QS8cj3UNHVFukotrkGPkLYK8sew6nKZHWonu3oJ07KSSEibAm5OtMUkJeU1PDJUAjcB3gqqzkyCPBiz3qj33Llds4Rg6juh1ucT7jxmGUamxHgp1E0OPhw3HjWHLMMQwF7Bs2ArCrvG8yNROo47pKVJdJpVhW5ySTAk462bokngDu2LWLpibYuTNGVDunTet1jKK5MeuWsksuAcBotfLd4mJuAy4nuS2Jw+FA1eg+D5x6qpUWxGcI1Lv48Y/hgQfE6zbZ1b4mHGbNFVfEHeet5/dRghuAwy+c1+dnHjt7HJ/pxIJuxYOv97m9ii0LF/L7jRtZetFFGe8zGNijaTTZl6K6VCrtVhaKpPBF7md6bfOA6YboY3eShPGUo6YRwoABhU3vftbrdWtYzH8GZ2qi2mw29zkv63Q6Jk2aFC2PzyWCZjE+GZKU95tURbVl5FeujBSUJFS9jJcCjNEGVaWpqjaTQdclYnHVJiSPkQ17Re9kK0D32syb6xpkNYrfkt1vrq696uvro+uG4oQkrko2h8PhqPAllQhHXU+p2w2Wolqvh069IJy/dslmfvEL+MUv4IRDRP+BkL33mG2wS4/qsJE33oBwIMA7c+eyZNGinJ5bQVjcm8aSA4ioXrCAVp0OI/x/e/cdJ1V5PX78M3177+yysEvvbUFAESwgYm/EhkmMMQnGWL5o8lNBjdHEbhJLjAmaqDFRYyJ2IkWlKUgTpAosLFtYlu195/7+uM/M3pmdYfvO7nDerxcvZufembkDO8/ce57znEPdn/UktyN+fq9F95FAtRAi6ESmpblzB0v37ycsDBISwIwhM2r5cmZWV/M0/jOqo536iVJoavsD1b0xo9pm7tiQ7zpxMwaqeyqjWgLVp45am34BYOrBQLVNLce39oHSH7Vm/RibyttWGsUVqC5BH78eG3A5G4FhQLSP7Nt+/fqxDkgFXkLP6HOVUXYFN2eN+ZaLLtLvS1AZRvbhw4kcNw6ARK+xdPMjjzDt8GFmrl3bonlgdxhcpgeCneNHdcnzucZxV7CyQ4FqVfs7inJqNu722HbgP//hySfBSgMJ6KU4Enw0uUsbMYKzgRnAOMNF6KYxY/gtqpyEj7rj4eHhzAGeBn5kszFyZLg7ozqyQc/U+uMfoakJIsubm+CN3bCB6uJicnNh/nx45o48AEoIJ6Z/Om2xM0oPVGvrtrRp/x1vvMECdfvSggJ3plsgGAPVBQUFfvdrqq8nXX03vVSxGIB08jz2+e/w85j+5ET3z1U+Ah32UDsF6BfBhzfsbbE9xKm/hi3Gc+n1YEN2V3x8fLcEoNuq0aG/L2u9j0C1WrliCun942xv4Z0d38+QdBBUVGm90Ab/32uWKv2coLadQUsRGOF+AnpNu3f7vN8Xm+oRVB/avnITrkD13r36OBoWFtaizJFxQs8VoPaXhOPwmlzrzmufKpv+nXfOpB3cdRfcdRcMT9cnkBt9fG8MHKNfA0VRzs03w+c/+ilnbt/OzNWr/Zbw6ohIdS3sSGp53hisTGYzB9V58vRD+iqpmuHDA3lIpyQJVAshgo7JbKZEBWXLv/sOgIwM/cscIG/iRHj+eQBigSqvWp0u0aoRSFT/1oMTvSlQ7VGj2nDSFdXKEmZ/jLW8XTW4eyqj2rhEz8WV2SA1qoNLnV01VTrJEuCu5lCBakdU778AdtWAdVa1LZBfrYJtJcSxYAFUXjuEHGA3LTOMoGUgJC4ujlmz9Nuu4CZ/fYjhr83FTBMZjXqubvSECSRPmwZAWmMjdYaAZ/X//ue+fWDZsjYdd0eVHyt3N1Icdu2ZXfKc3uN4RwLVEWqy0IKTUVWbPLYd+ugbfvc7SEIP4jcAUV5NEkHPlr7z/fd5YMUKj0bA2YY61b4yqm02G9/Y7dwOhCYlERtroipED2jHozcHOngQli2DVMPnLlbT2HjrrSxeDP/6F9jURW++ve2fk0oVcM8qbFtw4phaXgsQCRxSdcEDIS+vOdh8skB1/pdfYkcv7fEfLvHY9vmQIaz9+c+5cNsyJv7wUlzrIGr91IbON+u/Wyd25LbYFqbpkwqOWM/vXWNGdWtlP7pbkzrvsKsJECO7yqg294ESS72Fd0Z1qo9yTcHAEquPseFN/r/3bbX6toaQnjnvFJ1jDQmh3Mf9Ie0Y00Pr9BHTGdmx0h+uQHVycnKLCTy73e6+zxWgbmugujvrxFe7EnOMk/rqfKoxvGXAPqq/PubHUEJuLvR7/b/ubYXtKLPSmkhN/duknDqBaoByr9JaTX76kIjuI4FqIURQqlBBzCo1E2oMVOdfcgncfDP1Kpjd5GPmWXM6iVH7xw5MbvX1QkNDsVgs7p97TUa1QUczql3ZCMXFzY2eeipQ7QrKVBsaNElGdXBqVNlSrovSnuBqcGbvA6U/6qz+a8D6UqvGtRPEMmoUDDU0S/QVqE4zrL4APVASGwv33tucUX3mzp1cuO0jbh/8d9LRn/+qX57Pt6XjKMeEBfj53J2sWKE/R9K2be7nK3HdeRJ73n6bI1980ab35+3TZ5Zjp4ESYpg8f1qHnsNbVwSqw5OS3Ct8LjX902Nb7Xb9gvSMQXpDvmKLBZPhe8To/PPPZ5Zr5kAZYAhq+8qohubx23XslqQY/Weax/MXHz1GrMpgXjV7NgD93nqHN17XlyJfOHolABVxbR9zB87Xa2mPatpHdVXrk6SWvc2ZxLHAtnfeafNrdbW2ZlQXrdVron9HFo1xyeQZ/u9Crr2Wab//PWarFVtYGLvVZ67Bz/9TsU3fXn8wv8W2ME1NECd6/j5mZGS4J2wDHajWwvQx1NHgK6NaNa0NlYzqtvIej71/Dhb2BD2wGOH0PwHrqNO3NfkI1oneqdhQanAV+sRxsuEaojVhDXqg2hTdvqavvgLV3kwmk/sapr0Z1d0ZqK5Tz91gLDelVqlpPn737eq9xXCcBI4xuKk56erEli1ddlxx6OWtYga0v0dHX2afOtV9+ysg/bzzAncwpygJVAshglKlysStU8EaY6DakZgIJhPl6qRA83EhWlZQ4g5ipQxrfcmlyWTyCGr0mhrVwGfnn88u4H8+lpS3hStYbKzV2VOlP1wnjVVVzXV5JVAdnJrU75StviczqvUQYkh078/UcjUrM9W0LVBdr+pFlxDH0KEwxFD72Ff2bUJCgscqBVcw+4EHwBLnWXv6QuvjAJQRxc6iJH50k5l9Vj27t2TtEb73PTiyu4ihhgkmWrlwKtq+nSFXXEH6GWfQUN3+8i9H39WzlbfZB2G2dM3pbVcEqk1mM0fURfsYTc8u/ptJrwEdd0y/cM/J0Jf3lrXzIth4PK0Fql2NICMy9YBmPMcZPsyJxQL56/TA7DGTiYlLl1IBZDfUMrZhIzk5MDREb25Yp8qYtMW0H8yiASsxlPHxS1ta3T/a63u4cf36Nr9WV2troLpyq14/dD/ZnHUW5Bs+V/1dNXKUCtckw/jxPp+rLFzPoLUWtqyJHYb+mY9I9vw/tlgsZKl684EOVJvUZF9Ik4+MalfT2rDuC/IEm6ioKFIMn7dgDVSHqHICEZr/MT9ElQXRIiVQ3VeUGgKrn6E3puvf0ECtKhnWGleGvSWufddSrmuvPXv01VW+AtXgWdLQ+HcgS3/Uq9duMqzyNatrH81H8lOYGhPCaWAKGzy21bSjzMrJ5H17hCi1unjIzI5dQ/ZV/W+5hYeAz4C78VzBJnqGBKqFEEGpVp0kNeTr2UnGQHWIOnGpUCcFJh+1U4+q5beNWEgd3LaLc2NQo9eU/gC+mD6d4UCNn0BGa1yBDleg2m63e2SPdydjI0cXKf0RnJwqIy/ER43T7hKiAkChMb0/UN2ganhb61oGgnxpKtI/ryXEMWSIZ0a1r0kes9nsDoZER0e79zGbIbPS86Ina6/+81EHREeb+O472NaoN0wczrccOwbP3rQO4ygRm9uypIHRgX//231765NPtuk95q1bx/q0NLY+9zxRe/UyTwXp/dv02LbwHsddwd72KjYEMGtx8Lp2LQAD6vUJgHSrHqiubOf3Rv/+ze/V33joHahOGKrXD7XRyMyJJVx2GWSh/u3CI7DFpbE2djIAl/Fvbr0V7CpYq7WjoZsjMoI9Zn2Sd/vrX7vvP/zZZ2xITWXNz37msX+6amq8T/1bmfd7Np7sSUcNq6yOHTvmnhz1Vr5Z///bxyBmz4Ymw/9BkqEBJsCMN9/kyBdfcMbf/ubzuWpi9UBzeHlJi23h6EGb6NSWQRtXnepAB6rNKogY4vQRqHb1AgiXQHV7GMfsYC39EdlPn6CJwndTc4DwRv38zxxz6jRz6+uqDd95BYnZlBCLBcg1lAM7mQhVF9meGHPyHb24vrMPHz4M4DHZY2TMqHY6nX7LGtq9mtB3Z0Z1ozp27cQJ931WFag2+7h+CzO8t1ms9NjmVA2gO2vvqh0AnCCa5Oy2T1QHg4xBg7gPOBNYiVxzBoIEqoUQQalGZQNa1QXngAHNgWrXl3u1Oimw+KhRfXy/fmFeSjQ2e9uGSuOFYm8q/eFqRNjRL1lXoKNIBfR7quyH8bWk9EfwM0XpgY7Qpp4JVJcXV7oDKAkD2p8p29Oa1Ofa1sZAfkORfuF/gliysjyzqNPTfTfEcwWqveuj5s2fD4Ar1z1DfQbLY8P4/e/1+75FbzTzaxZzIy9R/flBAA6qcWdgZSVNhqao3iq2b3ffrvETzPNWedZZnJafT/rC/2NkrZ5BFXvOiDY9ti26IqMaoNrw773FPpBt6EHMgRwkJa6O6NpdANT7KMlyMnPmzOGyyy7jvvvu87uPa0WMK1A94fRoqtEnhUanHeCOO5oD1QfNE7n+enjpxP8BcClvceWVEKO+I0MMgbO2OKq+E2u/LOKtt6C6uJi4M89kSkEBI154AU31TTi+ezdxmoYTKFcdPEPyW5bA6CmFhc0rCDRN8yh7ZWQ7qH8iKpL0OvBRjz1GE/D5oEGYvEptmcxm0qdPb3G/+3XS9AmE2BrPQHVdRSU29M9bTHrLxs6jRumNQzMyMtrwzrqPJUY1xXO2HJ/sqvSHLUIC1e1hzAYN1kB1TH99XDpZoDpM/U5ZY9tXBkIETqOhoWJkVhQ70b+Xiz/7rE2Pj9L034fw1Jh2va53WbO2ZFQbe+B4Z0wbM6otFku3Bis1lQ1uMvT5sKkAutnHKriI6GhVlAPO4RMAjpv047N10fdnwUa9LFmeqfUSmMEoWMfdvkIC1UKIoFSpGoNFqUB1dnqFe5l/mPriqVUnBfaSlhlMpQf1oGwpbV92Zgz+9IZAtStDwJWB7J0Z0FbepT96quyH8bWl9Efws0T3bKC6YG/zkv7kQb3/ZLQpVGVU+2hW5ovzuL5fTWgoro/+hg0beO211xjvp/yAq6Gid6B62osv8u2rr7LnD3/wuL82MZFrr4WcHPjOPth9/xPcygT0LNovB15INRAB5K70zPox0gxLVQeqJrgn01hby1A1xsVTzWj0QPeo75/f6mPbynsc72jWqtlQdqXq9Ez+9N8UKrBipYl/PbQc+zH9d9FpuLhvC6vVyttvv82DDz7odx/vjOrrroMT6uz/9GE7Oe00mJqkZ7l9UzWFd96Bj5lDI2aG8B1FGz5joJooTD7rrPYd30T9/YxmO9deCx/e/TKuBeGxmsb+994DIO/TTwE4arEQOmmSvt2QVdbTvMt9HPfTcLlfrX6e0O/MBBwOGH7ddRR9+SWTNmzwuf/JhA3SP3tJjZ7nI6VHm187yceE2qJFi3jhhRf4+c9/3u7X7EoOFUR01dP22OZqWhspger2MJaQ685MzkBKGqQHwEKoo/K4rxZ8EKmya0OTT61mbn2ZydCcOWtyDPvQG9PVf/ttmx7vamYfk9m+yWHv72h/gWpjRnVbA9Xd/hlUwWirqksNYFcJR9a4lpOUDoeDUnV7LPqqrOV2veFfhI/r2o6o3qOXwSq0BnbFTqB88MEHjBkzhg8//DDQh3JKkkC1ECIo1am6jQkqEyolrLnmZK1FD0o1qJn3kLIyvFWri8MyU9szOHpboNo7o7qjgWrv0h+BzqiW0h/ByaqW9foKdHSHkkP673MNIdj7Qu1UdQEV0ti2QLWtQv/ca7HNF16TJ0/mmmuu8fsYV6Da+2LPGhLC8Guvpd/ZZ3vcr/Xrh8UCn30GT3w5geMmEwDR1HA1rwPw6p4b2GPXx8b8jz7i29deY8P/+38tXjssL899O72piZK9e9GcTgq+/ppKH3WCd/z5z57vl0aOmUykTZni9/21l3ffgfAONvMKHT7cfbvfj27gwovM7I3Vn9u58m+EqotKU/+uK1vi4soCd/3fWixQadcbJ9Yd1ZdH92/cDMCepqE0NUFSdhS7wvXfm/2//CWhQDXQ36uZY2siVHb0WPM66uvh8Gue5V/WP7CMmTPhnw/o43tBTAwxEyYAkFpbi9PZehPGrlZXV8e80lIOAEfNZt4Aio3NrRTN6SRL039n+89qrt2ZmpNDqI+gQmsSxgwAIE07hvqKA+B4rn4u0oiF2KSW371xcXHcfPPNPuvO9yRHnP/x25UkYIvo/SWWepPp06cH+hC6nXGSuHCf73rwkaj6wSkSqO4rbIbrodMuTGU/en1f0wH9Wixv3TrqK31n0TfVNxGpMuzjs9qXyeu96slf6Q9jRrXr+sLhcLQoa2gMVHd3ko5ZnXfZDIk5Dtf1m49JcpPJRLnXCp2P6vRAdbzhOTrDlKevLjoe1v7vtGAwbtw4tm7dynnSSDEgJFAthAhKJhUYSKqshNpamk7oy6AqiGDvd3rAtlF98Yf6OFmqKyzV9ze3PTBhDFQHspmid43qzgZ2e0PpD1cdOZCM6mAVkqAHOiKc7W+k1xGlh/UAUAUdCz72uHD/zcp8CatVFzgpbX9/maoGsb8spPihQylWwWgA28CB+jGFQP+xA4hrbGSjGlftqlzBNsawoV7Pcq7/Yg3Dr7uOKY88wrbnn3c/j6ZpJHpNGO7/xz/YkJ5OysSJlKant2jCdOL991sc38GEBL+lFTrCGKj2Vy6lLbLmz6cSyDebGarKqJSrzGHHmjVEqwwqRzc061myZAlLlizhyiuvdN9X5dVsOKGiFIDv0Cd4Z82CYlVjOWfdOgAOhIdjaedkZz91cTfEeYisfrVMrtsIwB71HRX5dSGrV0NskR6gOhY/goTJen3sdKCwlbrm3aGwsJCFwAAg1elkPlDtozHV7lVbCaOGRixMvGxip193+Nn6OUs8J0hPqCExERIT4frL9P+rKsKx2nrvZVt4kl5DNZyaFttcJZb6QtPa3mTBggX87ne/Y82aNYE+lG4TEm6nUn0HHz/Qsl8MNJcFienf+0t0CZ3FMKk78oyBHIvUJ0qtB8PY/Nyf6TdtGl+OG+fzsSdym7OBkwe3b7Wb9yR7W2pU+2ukCD2bUW1Vq54chgzvMHW9Y/dTdqzS6zroc9W4MqWpicbazid9hJ3Qk72qYjvWn0OIzui9ZzxCCNEJ4dnZlILezOumm4i/804AyonCtfJMU8usI33MPDtL9KBJpbVjgerekFHtKv3R2YxqVxahK1AciNIfoL8fp9PpPg4JVAeXcJUt5SvQ0R0qjpbqf9M3gifmSP04HT6alfkS1aB//qMGtH3SbMGCBdx5553cfffdPrebzGa+MzQUjDBkCru2VxqyAKuAHyxOZ5tJD3qO3rjDve2EIVBdmHeUTPW53mjXs1OHLnmE01SdxfSmJr5essTjtRyGmtbu1xs2rNX32B5dFaiOHzqU8vXrse/c6Q6kJ1x1FQBD8/NJVWN1RBcfP8DIkSO5//773ROOALXqdlN+Pk319fRTk5muQPXFF0PkRRcBuKdxSlT98vZIzcmh1GTCCjx8+Vvk8BUAey+6CYAJbOass2CMfT0AW2rPwZaWRpXJhBko/Oqrdr+mi9NPA8TWFBYU4F3lvO7gwRb7fbtML21ziHRikztfOzdt5ABq1GVZWHkBxcVQXAxU6kGUSjr2/d1TIlNiAAjHc6KxsRFCVdPayMQ+MinYS5jNZu666y6mTZsW6EPpVuXon5/S3JYrFxrrG4lSZSDiBkiwrK/IUiu3qtBXZE36XgwAA5oKKL1Xb2xx+v797j4FRgW79QnUWhwkprfv/9w7o7qfoQSJka+M6kAHqh3qmjTU1cujpIQE9T0W4ifgXmW4risgmgMMpB4zVqBw8+ZOH1NctT5p4OqhIERPkkC1ECIoxScksMX1w6uvErFF/6mKcFzXvmZVqzqqpmVgzFSmnxhX2/tuoLqrmym69GRGtTEoXlVV5c6mBin9EWwiU/VAdQRdl1G95emn2RUWxq5//KPFttpjpQBUmXpu4qUzbK4a3m0MVMdo+gRc6si21xaMj4/n8ccfZ+TIkX73qTZsixs7tsX2BBXgBMgNDWXJA1bGLNAvHuMN/7eDtxfRP72JjAyYN7QEB1BJOH+v14OYUSq4dRh9XK3/0xfMmQN2u16+Iv2ofgpbQvNy8OhLLmnze22LrgpUA6RNmUK8oRnhsOuuo8hsJlbTiNX0UhxxKou5u5WpoHPq11+T/9VX2IB64M0vktm6FebNg+E/+hHG1pfaxPZnDZvMZg6pf8N+79+PjUZyyeDFYw/gxEQGR/j1LTsZ7NQvqP93eDoHD5koUON+WQcvtFdNnEiZ3c7G3/ym3Y8t3bmTaKAROKiy85oOH26xX8lafcY71+o7gNBeJrOZIqv+O/3CfSvZsQN27ICH/0/PaK+yV5zs4QEXnaZ/DsOoobG++Xv64P4Gd6A6dVDgVpqJ3su1qqnyaMu6uscONmdZpwxp/2SZCIzEUaM48vnn1O3Rmxxftmg0AP04SnHdAPd+Bz7+uMVjSw7oK2zKiGx3Qop3RrW/Zngdyaju7iQdVzB6QG0tjBuHc8IEwoCtQPIZZ/h8TK3h+I7aY9Ewk2fSg/vHuyBQndygZ1SHDu7c+Y8QHSGBaiFEUEpISOBm4EGbDQyZeEPYy7Jl0NQE4aqOdUx9fYvHWyv1IE9NSNsD1caZ+0AGqv2V/uhsRrVLT2ZUm81m9/uprq72CFRLRnVwie6nX2BEUImzqWtq0467/XaG1dQQcf31LbbVH9cDP1XmPhKojlGBas1/oPrg8uWsT0vjqes/IF612Rk6rWsbRdpHj3bfTlb1hI2GqNIWAE0qe/iah8/A+380jUIsebkcOQIDq/XSCt+ahhJ9+/XssOrH/EnEZC6N1RvtzajbzK5PDtHQAEnOfDI4QhNm/jhsMd/ZHKyeP5/xd9zRlW/VYxxPamejw9ZYQ0LYocp/ANQACYami92pYO5cmoDBubmUv/QSAEfsdk6bbmfMGDCZICwhgTJDmZfh997bodcqVeVkTt+/H4DPmMG7K2PZhZ49bvny7/Rv1AMFO7URXHkllETrF9q1bWy8ZVR26BAzv/6aWE1j0r33UrRtW7se36j2zw8Pp0LVmjarzH6jpO1bADiUNrTFto4qVYGSqIrtjBgBI0ZAnFkPklfbe/fEbFxGcybj8cPF7tt7tzaX9AlJODXrnIqTc5XYqy0qbbGtcI/+2WvASlSiTHT0Jemnn07cYL3Jcmx2NqX6GldGVu9373PERxJB+RF9/Cij/StVjIHqsLAwv9c9vTGjOnTECGpAXzuzdSvmQ4cA+G1kJFF+ehDUGo7pRKRefumwWf/Ordixw+dj2qOfpk8UJU8c1OnnEqK9JFAthAhKCQkJ7AGWNDRQfdddaIYL7qIiSEuDa247C4BYpxPNK1htVycuje1onmXMuOvJYK637mqm6NKTGdXQHCiXQHVwSxigBzosODnhI7OqM9Kbmlrc11SqT0ZVW/pAI0UgxN2szH9plLqLLuK0/Hxuf3UeVpqoxsaoc0b73b8jxt5zD4esVr5KSMAe0fJC0nhfmVqGG5mWxiG1AqIUM3tsesDhqRteZeNG+N5IvQyIc2QDDz4ZR8o3K/nipps4/cD7rDw0hPVh2ZjReDBrCZs2wau3/gmA/Q47i7+9jaz6Ws58440ufZ/gGajujmZ1Gfff774dCpi9Gjl1l6RJk1imbo94+WUAjqiJW6OdqobofrudxJNk2Z9M1A03ePxcOmYA8+fD7vAMAOrfegsLUI2ZAlLYuBH2aXqdavOBA+1+vW2LF3v8vPvJJ9tVBsSyaxcARQkJ1KvfX5tXM8Waynqm12wCIP4azwajnVEdrQca6g2lRprUa9d0c5Cks+L6xeFEP88qUfX/AXJ36oFqJyYc6v0JYVSpJovrjpW32HZ4w14ACkjEbJGwRV9lMpspdujn7CMwTEB+/XWLfavU+V+Fqf2lgozXJycLLBszqmvUqlpf1209mVGdNGwYw4FzgZr//pc1S5YwDtg31P9kaJ3hGrVerWo55NQnBxr27evU8RTnFhPPCQAGz+rY978QnSEjvhAiKEVGNi8ZO378OP/+8Y9pAp6L/R6gB6t3FSfTqGb4y7y+0ENq9SCvJb7tJyYRERHcfffd3HzzzZ1eJt4Z3jWqu6qZoktPB6pdr+cdqJbSH8ElIbM5Y/WYn6ZK7VFV5Pkc3rUQtXK1asLWNzKqQxP04G4YvhvkNNXXM9SreU5uiBVzF0/ohCclkVFTw6TCQr/7bH78cTakpDDkvffc9xWoBo3fZA2gSP1fRx/8lIkTIalI1ZsepV8MxQ8dyukvvkhYQgKRkdC04FwAzsp9jXFjGrFs+h8Ahf0zuvS9eTNOhkV3Q5Bt0Ny55KsJxFrDZGp3y87O5jmv+2znn99iv0kffcSq2bMJ60Qzt3G3385e9Z1UD1yx9DLeeANiz9T/bQd/9x0ARTYLTzyh/xvsadRLyoQVFLT79SL/+18Ad5GZM155hSqbjVVz5rTp8Y4jRwCoTEujSS3FDj1xwmOfZYvfJo5SSolizn1XtfsY/alT9d+1vDz3fVqJHrSp6+Hv3fay2ixUq3r/ZUeb/73y9+njbBV2bB2cLBfBrcamkiuKW07ClnytB6oPW7qmxI4InHJfGcvHj7e4r16VZavswGo3k+F79GSB5d6YUR0REcGxsDD+B+SNGMGX0dFsBQaqptW+fNevH7XotcAbzskhLQ0Oavr+ZvVd1lG7V+jnZRVE0G+4lP4QPU8C1UKIoGQymdxNNY4fP85nDgcJwKEb+7NjB2zZAu9/YOYYqpbXTs8lxhEN+glzSGr7Snj89re/5YUXXvA4WeppXZ1RHcjSH9B88lhVVeUOuoNeFkQED6vdSqWqVVl6pPMZ1Qfff9/j53yvxmzmKv3ipM7WuzMVXcLVsmd/zSZ3Ll3a4r6SRN+d4jvLbLW6mwL6Mv7OO5mSn0/iqFHu+6IfeogNyclkvPgiTnV/iKpf2U8F46KmTvX5fBN+8xvKgIzGRrY+8wyRqiSEZiid0d0mdqBGc1usffhhPgH+PHNmtzy/LwMHDuRTwJXL1ggM/clPWuwXnpTEzI8/JrUT/84msxnt1VdZlZNDwcqVpKhyMeFTpgCQoiaQSsPCmDdPf8zmUn0VQGxZWcsnPIm9/1vLuLIynMDrc3/nvj8SmPTJ8jZlVttLXM2j0rCoCefICs/60GVv6uVo1oSNwx7WheOHqqdqO3aML++7jy+TkzGrkikNPlYv9DZV6OcGf37azPe/D9//Pqz/VD//qMQS0PMi0XvVO/Skg6YTLSdhm/brwbbCEGmk2NfV+JjsjSxvmUXfVKLfV2nt3ORcWzOq2xqo9k7a6Womk8ldUzs/P58DakXRyQLVudnZxAAxQPp13+M3v4FD6KU/QotaNidtj6Nf6pNEeSTLagYREPJbJ4QIWq5AdXFxMQcOHKAUGJA1gBEjYOxYOOccKETP7Duy6aD7cZoGkU79xCU6M3C1pjvKX43qvppR7av0h9VqlYveIFTpysjrgkB1yapVHj/nffihx89WtdyzoZcvqXeJTtPru4ZT5bOG9/FXXmlxX/1JLnB62ogbbmBKQQGZZ59N9IwZAKQdO0ZZfj4DVGmWfnPn+nxsaFwcW0eMAKD6D38gW2W4Jroim93oyy+/5F//+hc5OTnd8vyX3XEHthUruPatt7rl+X1xOBz0y8hgFnA78MusLHct0e4w5IormPnll/Q3BOP7eWU4V8XEMHgwREbC7kb9WPrXNrRYCQGw79132RsSwuc//KH7vr17YekFqwFYzUx+/OH/8Tw/4WvGAxCBxta/vt7qsYapoLQ9IwObqq8dXQV33QW33qr/GZW3FYATOV07eeF6vcjjx5n80ENMLipiyjffANAYwL4XbVWFPpZ++xW88or+p6JAPw+plq9r4UdTuJ5EYa5o2X8hrEhfuVMe27U9AkTPa4hv2dg5trbl5IRWro/BNbbuC1S7Em7aE6j2btTYHXwFqrN8lOVyKSkpoQ59snnkyJFcfTUU2PR+SdFlvvuZaE4nTT56M3mr3JULQIG1+9+3EL5IoFoIEbRcza8KCws5qGo+GmembTYoNscAULyjeYlxaSnEoM/oJw7ue81/vEt/dDaj2vvkrTeU/pCyH8GpxKQHY3I3+S8r0VZNXo3Yqj77zONne50eqG4MYD359ojpp9cfNKNRVtQy0zR5o96Q8AmaGwpasrN75uDaKfOii/S/GxvZ/corWIBis5mokwRLE+66C4DTDh0iRtOoBQZdemm3H2tOTg5XXnlltz2/yWRi1qxZxMX17HfN2LFjKQeeBmxXdV35irZKzcnB+FvckJSE2QyTJsFBBtCIhQia+FvGArxjGc758xlcV8cZS5ey9513+PwXd/KjH8GYOj2AvClhEufNNbNs7vPcO/dr3jZdot//wOpWjytKTWCFDRxImPr8JDRaeOwx+MMf4O9/OMFkTc9Fz7n3e537R/ASrpppjvHK4AZwdkON9K5W7dCPe/6cHTz6KDz6KCy4TG8GWWP23wRWnOKi9PM5a03L4FlClZ4V2pSR1qOHJLpBanNj53r0//MkH0FTVzP7OkfHzs3uUucKTz/9tN99jNcVbQ1Ux8bGduh42sMYqN6l+iUMGuS/keHevXvdtx0OBw4HJEzUy6ylNtT6nOj9fORIKh0ODq1YcdJj0Q7r5+HHQyVQLQJDAtVCiKCVlqaf2Obl5bkD1QMGDPDYp9SuB8ZqDzVncB4+DDGUAhAzoO/Vxevq0h9ms9njBK43lP6QRorBqcSuZ8+X7Oh8RnWIqvN6QE1qhKvMRBdHvR6Q0iL7RqA6PqO5jIexWRnAtvc3MLyhhCbM5F53J58PGUKh2cyQW2/t6cNsk5jsbPJV48Dav/4VgNxWakAPv/569jocuNoN7o2IwNbL6/b2Zvfcc4/79tlnd11DwLYymc0cjIpq/rmfngX229/CpVeH8kzCbQDccPQ1Lgr9hB/8AA4cgMNrNzDEELkefNllnPH7J2n67AsmoZf3mXVnPB98gPtP45n6uUDm0UN8NPpMVo8Z47cMSJz6jokaPJhoFaiO5QSpSY3cey/cM/llLDjZY4th6DmTu/TfJOn00/1uM/VAkKSzalUC49Sh37BoESxaBOecpgLVPdQoVPQ9tnj9nDWkrmWgul+9HiwLHzmgJw9JdANbRnNPiU+YTSMWLMAxr3MzW40eqK4PbX8zRdBLMBYXF3POOef43acjNap7YjLZFajet28f+1XZpzFjxvjd/yo1yTzVUDZtyhV6BnYk9ZQdOuSx/4Z77mHGrl1EAwf/8IeTHktYSTEAFTHdU0JOiNZIoFoIEbRcgeodO3ZQoTKUMtXSWpeqCD1QXbrHxkUXwUUXwU9udroD1eHq4rkv8S794fq7o4Fq8Cz/0RsyqiVQHZyqovWLgsbDlR73l+zdS+GWLe16rlhVa/bQtGkAZBUXc3BfLX8afQf3XbUee52eaWKK7NjFUE8LiQihDv0zfHSfZ3O3r//wMQCbTaN47C9pnP7ttyQ1NJA8blxPH2ab5alltKepjKDS/v1Pur/JbCbvvPPcP5f00mzxvuK0007jiSee4Kc//SmzZs0KyDGcOO009227Wu00eTK8/jrceexx3umvN9F8gCW8/DJkZcHvz/Pd2HGu9QMGoTdmzPLKgB/3E73UzLl8ynnffMaZ27ez+5//bPEcNSUluKZL4keMIEb9jpnReOLeI/z61zCl9AUAjo72vxy7o1LGjaNlxVaduQeWnXdWjTr3cBoapDnVuVedBKqFH6HJetAw3FnDzp3w3Xf6n4+e/YJs9PID/c8cGchDFF0g1LCidYNlCgXoiUAlXoHqkDo9UN0U0bFzM5PJ1GqZDldJwaqqKneg2lcSTqAC1Z9++imappGcnExiov/67IsWLeLNN9/kfUNPljPmxHAMPbicv8GzN4vlT39y3zapHiH+JFTqDcmd/ZLb9yaE6CISqBZCBC1XoHrNGv3CNjk5ueWJSKqe0ZVYW8KyZbBsGWxbX40VvWZqVCvBk97Iu/THCVXPtTPL1iIN9TEDWaO6s/W2Re9mSlUXrOXlqBX4aE4nJaNHY5swgRMqw6Q1mtNJuvr9T/v5z6kD4jWNpUN/y83fPMWv35zKYKde/8+R0HeycitUs7LtazxLA1g36xd6+2KzsNv1oO7Jmh32BtWqzIdr+kwbPbrVx4x65BFc7VStagJCdNwdd9zBc889hyVAQcT0hQvdt0O9JpEBTnvrNwBMZj1PRf6CzYzj2oq/AbAHz4mK+abfA5BrtRLrNYmRffHF1ONZJPmbJ5bhWhW9avZs1gwcyK5/vQtALVDryODz9WGUoZ8jjErdjeZ0kq3GoIjLLuvIWz4ps8VCnp+6qtaTBCt6izrXucGJ5ok0V6C6RiaXhR+hyfr5ZRTljBwJ2dkwOLuJ8Ft+hZ0GPrdMYsrV/lcbiL4hauhQ9+2CzDEcRb9GW/anKpYsgYcegt/9Duy1amCO7r66/K5rmoqKCmpc5Z56UUb1t6p03cmyqUE/viuuuMLj+m74cDiEnr2+79Pm0iA1JSWMNEwixhw+fNLn7l+fD0DEWP+lR4ToTu26innkkUfIyckhMjKSpKQkLrnkEnbv3u2xT21tLQsXLiQ+Pp6IiAguv/xyCgs9a03m5uYyb948wsLCSEpKYtGiRe4sOSGE6Cr9VDa0a/lUhmHZmcuQi/STgtHW1bz0Erz0Ejx+jx7AagDCEvrekifXCcuJEydwOp0cO6bX+EvoxHtx1fuGwJX+aG2Jnuj77Jn6hUAKhXytl4GlaNs2BtXVEadp7Pv739v0PEXbthEONAHHE87jG4t+gbTI+bh7n+Ho9f8yRvSdTL8qkx7s2b/Fs2jvwOP7AKgeObzHj6mjHIZsWoDok5Q9cEkYPpw1s2axLTKSUXff3V2HJnpI9gUX8HVsLEVmM1mXX95ie2pODgdsNizAbRW/ZxxbGYdeh/oG/s4rLHDvO6hBz8Ir8BFMsIaEsNNQZgQgaXM+GRlwxcAvmLl8OdMPHmT8T38AQCH9SUk1c/bZUKwy0zh+kP3LlpHW1EQNMPKnP+2CfwEfDBNMxqrO9uTen9XWoFZemcqaq49rKlBdL4Fq4YdNZb9GUUpEBEREwELrs5zBF1QQjuO1pzFbevfEq2hd4tix7tsJ501zB6oPrDXx4INw333wy19CeKNeAsYW332r3YyB6t5U+iMnJwez4TugtUC1LxYLFNr168D1/7Jy5ZXw97/D5qdfwHj1lllR4bOGNUB9TT0DOAJA1rljfe4jRHdr16i/evVqFi5cyPr161m+fDkNDQ3Mnj2bqqoq9z633347y5Yt480332T16tUcPXqUywxZB01NTcybN4/6+nrWrl3LK6+8wssvv8zixYu77l0JIQTNGdUuqYZGHi79zpkJwMDGIm64tpYbb4SzJ+pBnzKTqddnJfriCio3NDRQVFREmbpoPNnysdakpDTX6g5URnVlZSWVlZUe94ngYs/UVzCkks/69fp9Rz/91L29atWqNj1PwRdfAHDYFM+0meGsbdJLCERQ1WLfsIz0Thxxz6q2agBsW2vDZtMbwjqsjYxt0pdwDrjyjEAeXrskX3KJx88Zc+a06XEzV6xgTHk50T4ycEXfYjKbGX3kCHFVVUSl+/4cHvbRSOqo2c7S7eM587ulbH7yKY9tNV7f+y6Wxx5l9bARvHODnqU9lXWUHK3h+oOPtdjXtSQd4IRZ/66pOXyYI6qe+o74eEK7KWhxwpDdvt3wPedI6f39MhpV8MdSbihgoq4R62UVlPDDoc5NE+zbqaiAigq4Pk7/nG6aPZ3J86cH8vBEF4nOzGTd//0fXy1ZwqJfJ6Il6GPDhIzN/OxncNNN8P3vQ4JFL/cyKKfj5Qpb09ZAtbFkYk8EqkeMGMGLL76IxWIhIyODq6++ukPPUxmvv7+Y8mLeegsWLIAdT+jZ1V9kZdEARAMFmzb5fPz2j7Zgp4F6bIw5f0KHjkGIzmpXBOajjz7i+9//PiNHjmTs2LG8/PLL5Obmskn9kpeVlfGXv/yFJ598krPOOouJEyeydOlS1q5dy3p1xfnJJ5+wc+dOXn31VcaNG8fcuXP59a9/zbPPPutu+CWEEF2hn1d96RQfF3r9pk2jBggBjnz+OQA1+fpyp8o+mgHkcDjcJ1TfqNpvZrO5U6U/jEH+ng5UR6lMuPLycvfEqLFmtggeYWrJvjFQXb5hg3t7+M6dbXqecpWOvUcbD8DOCP8ZIRmzZ3fkUAOiwaGXJIqkgsZGaGyEjKaDRFBFDQ5O/1HPN8XrqP5epTuSJPB8SrKFhWH1U+4CIOrHP/b4efVll2Hbuolho0IYMNDMsBsWqEJdSpbv2tGjf/xjzvx2B5f89ZcUms3YaeDvZ9zCxbzr+XiAlFw0Df1PnH4+UHf0KOFr1wJQ2Ybs/47KvfVWDgK/zc5m2VVXsRL4HxBmqO/aW2mqIaqt0tBjwBWo7kSPDBHcQlRyRZhhdXW4+h0Km9y1DUtFYE197DFy7r+fuDiIHaT/Hw+J/5Jnn4UXX4SlSyEOvSRFREb3rSJxXUNUVlb2qoxqgBtvvJGamhpyc3OZOHFih54jcaJe6mp83P9YvBhCQuD0av2k2nLZZRxS7yvv4499Pv675VsAOEQ/7KEydovA6FSqoCtLz/XB3bRpEw0NDR5dVocNG0b//v1Zt24dAOvWrWP06NEkG5awzZkzh/Lycnbs2NGZwxFCCA/egWlfGdUWu51DqpRFocrWrC0oAKC6D2cAud7r9u3bAYiPj/dYTtZexn/Lni79ERMTA0Bpaak7UC0Z1cEpetgwQA9Uf/gh/O9/wK5d7u0Di4v9LlU0qtyiX+jsYzBz58Ld/24Ogh43NdeqLTWZWtSz7c3qQvQx6SdX/4+8PMjLgxd+/ioAh0LMfeqCwmw2Y/yfNJlMfvcVp65xt93GLvWds2ruXM58+20SR41ybw+Ni2OfIdAdOvLkTddMZjPfqe/HKz7XM6TXZ2ayyRCEqDFkcdepzLumoiL6qdrL8eef35m3dFJX3H8/2999l5s2bGDCxRdzFnAuEKW+B3s1NRnuUIEfAJMEqkUrQlVMIMLw3R6rmoCH+1hRIYKEmqCwnfBsDh3VpE8dhvpZHdMVjBnVrusKX4FqY2nangpUQ+f78IQN13uApNTt5YEH4NrpOxjOLhoxM+KWWyhS//aVKj7nrWKLvrI419byulmIntLhqIXT6eS2225j+vTpjFInjAUFBdjtdndQwSU5OZkCFfgpKCjwCFK7tru2+VJXV0d5ebnHHyGEaI3D4fAYb3xlVAMcV1/YNRs3AlBfpHc6rjlJlldv53qvrkB1Z+pTG58Pej6j2hioltIfwc1VwzCSSmxVJzj3XHDsbw56JGgaeSqr8WTMB/SJ9KOh/XjtNcg8+2zWZmTwVUICZYbu6HV9LDjaoMakkIZjpKVBWhpY9+hZMseTk0720F7pD5dcwlHgmTaW/RCnpuTt2/l8wQJOe/11n9sLDZNNcZMmtfp8dYZ9nEDKH/9IlWEiO8SQ7d+ksoTJyyNNBVD6zZzZjqNvH6vVyoUXXkh8fDxnnnmm+/7OrIjqKWZVazjE1QkXMKnbjRKoFn6Eq89eBNBUX4+zsZEE9VmLHd53+i6I9rGq6zOHYQWGVl+P6+w+3E85qK7gClQ3NTW5G877urYxlrftS71xolRsLkGNv7Ma/gTAelMOkRmZ1A8ZAoDVkAhiZN93EIDC6N5fckoErw4HqhcuXMg333zDG2+80ZXH49MjjzxCdHS0+4+vhmhCCOHLWEPzDl8Z1QANKgPLoVZ1NO7TZ5Jr+kIGkx/eGdWdqU8Ngc2ojlaBAmNGtZT+CE4RKSkcUTVarxqil+LpX60HnV3h6sP//nerz5NcoV94xE2OITZWz6KclptLzrFjZM2d696vqY8FqpvUZ89pmLC37tXrDjYMHhyQY+qMS595hv93ww3M++MfA30ooheLzc7mjFdeIcTPd7KmVmIApHmVlPFl+P33k69WGK0bMIDsCy7AaQiKZBjqp2sqiy5uX3Pvirge+qzFxMTw4Ycf8vbbb7tLYPVmFjUhHlbX3AbSorKrG/vwxL/oXhGGc/PK/HxKv/sOVz5pvASqg5ZDlWcMN6zAqDl61H07qhvjPcZriMLCQsD3tY0xUN2XVn0lqpIhKU4ndeXlZO15G4APtQv57DMIzckBIF6VuvTWv+QgAHUjhnT/wQrhR4cC1bfccgvvvfceK1euJN1wYpeSkkJ9fT2lpaUe+xcWFrqDHCkpKe4Bwbjdtc2XX/3qV5SVlbn/HD58uCOHLYQ4BU2Y0NwEwl+gOvqsswBIV2ORbf9+ABr7YODHxTWeumpUdzajOpA1ql0Z1WVlZVL64xRwRK1wuHTAq0RTShrFAGxWNYzrVC15fzSnk4FN+gqtjFlDfe7ztcpO3NPHMnmdrt97Q6A6Tq1GC+1gLcNA6t+/Py+//DKDZHm36ITs224D4JDVSlgbvuuSx40jMi+Pr+6/nwmqz47FcA2SNmWK+7ZJTfKOUll/eWFh0IMBi/POO8+jKX1vZlcZkuENDe77LLW1ADRJoFr44YiKolbdrszPp0QljRSbTDhU5qsIPuEDBgAQZehRVpGrN1IsBSJcq1m6gdlsdl9HuFb0+7q2ufjiiwHPpKe+IGH4cFzrWvK++IKRBfoEwMfM4bLL4Pcr9CaNA2oaaKzz7BHXUO9kdJOeANH/wpweO2YhvLUrUK1pGrfccgvvvPMOK1asYKBXY4+JEydis9n49NNP3fft3r2b3Nxcpk6dCsDUqVPZvn07RWppPcDy5cuJiopixIgRPl/X4XAQFRXl8UcIIdrCGKj2NxmWdcUVAGQ0NlKydy9xrtn18eO7/wC7ieu91qqLxK7MqA7p4QtOKf1xaqlV2ZER+zZxbj+9KWKeKRLnrFkAxKgMYm/5GzfibGzk83f2E00lTkycvsB3GYCBX33Fhl/+kulvvtkN76D7aCoLyFX31dnYSKbKRkrqxnIEQvRm6aefzqFPPyVsy5Y2PyYiJYWcJUsIVRnTk558kg0pKay+8kpMhn4ONlUn1XVPWScnfYOZO1DtdMLYsTB2LGkHDgDNq0GE8KVCTf5U5eVRob7jS6RcTFCLVHGk2KbmdrbVKqO6zGzu9gxmV/kPp6qNHuljUiQzM5OioiK++uqrbj2WrmYymylQda5zH3uMKKDYZCU/ZTwnTsA/vhxFNaGE0sjN53zDo4/CczmL+TB2KvdM/zexlFKPjek/7lvJHCK4tCtQvXDhQl599VVef/11IiMjKSgooKCggBpV/yY6Opobb7yRO+64g5UrV7Jp0yZ+8IMfMHXqVE477TQAZs+ezYgRI7j++uvZunUrH3/8Mffeey8LFy706KwqhBBdYfTo0e7b/gLV0ZmZHFRf6Pv/8Q/6qzEt8Ywzuv8Au4l39nhnM6qTkprr3/o6metOUvrj1BI2fToAyXl5nJuuT3zv1CZTNVzPKswqK8NpaHAD8PkPfkBqTg6rL7uCx27OAyCPBFIHxvh8jdjsbKY88gi2PlRzEAA1UW9Rn4O8desIB+qBDAlUi1NY5llnkdhKI8WTCY2LY0p+Pmf+618e91vPPRdjZ5z6zEyEb6GpqeS5fti2DbZtw66yJUskwC9OokgFpRt376ZGTW5U9LXvZ9EuMWolVRhQXayvnKtVpSgqrdZuf33vaxl/1zaJiYmdbm4YCCXq/Qz/7DMAdmems+NbC6+/Dn9damaPTZ9YPPHFQe6+W+OKjS8wt3Q9j268EoBd5gGERMm1lgicdgWqn3/+ecrKypg5cyapqanuP//85z/d+zz11FNccMEFXH755cyYMYOUlBT+bagnabFYeO+997BYLEydOpXrrruOBQsW8OCDD3bduxJCCGXYsGE89NBDPPPMMyedDDuilqA1vvgi4UADfTvw4x2U72xGtd1uZ+XKlXz44YctGuZ2N9frVVVVUVam1yuWjOrglXHRRQAMrKtjaPUyAL5lBIvfOI8aIArIXbnSvb/mdHLGyy8DMGvZf4k5rpcHOxbt7MnD7hEmFai2qsm0fLWC7ZDDgVWW1gvR5dLHjuURdTsPOHH55YE8nF4tMiaG8cDF4eGwfDksX85L3/sew4DjKjNdCF8OquQD844dNKoSn9XdWPpBBF5ESoq75MsJlUVfr1a0VvVANr13YDrYEmBcDYKTVcY4551HTAxcfTV8//tQkalPBsxJ+5gfz9tPEsc8Hl843bNyghA9rV3TVZqmtbpPSEgIzz77LM8++6zffTIzM/nggw/a89JCCNFh99xzT6v72C69FB59lKl5ej7QAYeDIX04m8M7ozqtCy4SZwYocG8s95Sn/n8kUB28UiZOpNhkIkHTGKpqVe63DuKrzTb2OFIYW1fAQ5ceZeYLcN11sOOvf2WU4fGT+RKAytTOTc70RhY1aWNTzcqqN24E4FhSEn23or4QvVdKSgpP2mysaGhgB7CqDc0aT1WRkZEcA96rqUE7+2xMJhM7P/iA3cDFsmpWnMTR+Hg4fpyQvXtJKCkBoFw12xPByWQ2c8JsJtXppHz/fvpNnUrjMT1YWtMDE+9tzajuq7Rhw0CdQwMMWbjQY3vTsGGwbx9jTO8zfnwSvO/5+FFP/qYnDlMIvzrUTFEIIYLNyNtuo87w87oxYwJ2LF3BO6O6KwLVgWKz2dyBaVegOtgyH0Qzk9nMIdXsMEVlgiRN1S8g1tRdCsCQqh1cfz2cdx4c+90zHo+/iT8D4BwYfNkgNlVP16EC1ZbduwGol2aEQnQLs9lMbFwcXwJVwOA+3GS5uxlrvlar2vl1aqyS8o7iZI6pc9b4vXsZpEp/FEyeHMhDEj0g31W7XpWncB4/DkB9DyQKGa8jzGYzoUFWRz9iUnOPlgM2G4mjRnlsj1STrknHjlG9Zg0AazIzWTVhAp9973ukTvLd40WIniKBaiGEACJSU/nTiBHUAvuAyiuvDPQhdUpMTIzHhWFfDlRDc/kPyag+NVR4BV7PvSkdhwO+Rm+OOpFNAHz+cRUT9x0EYCfDAQhRU04hXiflwcAVqA5taABNI1MtkbZPnBjIwxIiqDUaauJHSzkCvyIiIrCrJfvFquasBKpFW5Sp2u+RpaXYnU72ALaxYwN7UKLbrenfH4D+b70FP/whmRs2ANDQA8koxgzqiIiIbm/e2NNSVQNygKM+Vif0m6M3Ssysryf8m28AaBw/npmbNjHjH//omYMU4iQkUC2EEIrpJz8hCRgPjFcN3foqk8nkcWHoXQqkr3EFByoqKgAJVAc7u2rA7DLmwhxefBE2oQdkJ7KSVSudXG17gygq2Uc2z+K5rDEuCLOxHKohWWRjI9q779K/ro4aIG7+/MAemBBBrKGhIdCH0CeYTCb3uUa+aoomgWrRFpb0dB4E9qWl8WV4OHcCKX38vFW0bueYMVQD4SdOwNKlJBUUAFDdA81XjYHqYCv7AXoZPZeGpKQW25PHjeOEyYQVyFElV8Il6UH0IhKoFkIIZd68eVQAlcC4ceMCfDSdZ+wrENLHG615N3CU0h/BbeD117tvVwAhMTEsWACvbxlMHRCDxkA+Y2HIXQBsHj+JMxc2LxWtAvqfc07PHnQPCFEXG0lOJ6ZLLgHgQ5OJbMk8E6LbXKlWWI3p4yXBeoIEqkVHxMbGsgR48OyzuTA8nPdoWcJOBJ+ozEzOBZZNnw6//S3/Oe00bgZ2eiUrdAfvjOpgY7ZaWZOZyQmTiaF//GOL7SazmVyvAH3ClCk9dXhCtEoC1UIIoWRlZfH++++zYsUKwvpwI0WXtjTA7Su8A9WSUR3cjLXxjKfRw8dGsF99Nr97+GHGV5TQBJz+pzs55xenu/fbGx1NiNfvTDCIGDuWD4BCoC4mhv3A25mZ2Gy2AB+ZEMHriSee4PHHH+f9999vfedTnASqRUfEqr4UxcXFHFPZnRKoDn7JycmsBf7Rvz/cfTePmc28CPQfPrzbXzvBkLUdjBnVAFP37SO8vJzUnByf20tV6RWARiBt6tQeOjIhWieBaiGEMDj//POZZajr1Zc5VSO6YJDgtQxQAtXB75iqF3jMq25gsTqxnrR8OQBfJyaSmpNDnKHJWVkQNlIEiE9KYh6QAiy5+WYGAfXS8EaIbhUdHc2dd95Jenp6oA+l15NAtegIV6B6z549aJqGxWIhPj4+wEclultycjIABQUF1NTU8NVXXwFwxhlndPtrG0siBmNGNehZ1faTvDfT6NHu20db2VeIniaBaiGECFIzZswACIqT/cTERI+fg/WkUjQrf/ddvo6NpfDPf/a43zJzJgCu34DGG25wb1s1bx7bIiMZ9cYbPXSUPctqtRKnGiquXr0agBEjRgTykIQQwk0C1aIjXIHq/fv3A5CUlITFYgnkIYke4MqaLywsZMOGDTQ0NJCWlkZWVla3v7YxUB2sGdWtGXz77e7bwbMGVwQLa6APQAghRPf4y1/+wsMPP8zPfvazQB9Kp3kHqiWjOvhlX3ABlJS0uD/rhz+EF14AoNhkYuKSJe5tM997r8eOL1ASExMpKSlh/fr1gASqhRC9hyv4c/ToUUAC1aJtXIFqFyn7cWpwZVQXFhby+eefA3o2tclrJV13kEA1HiVByvt4LyMRfCSjWgghglRaWhp//OMfgyKQZQxUOxyOFhc14tSRmpPDQVWT+Zvx40+5pYrekzbB8PkWQgQH74zqsrIyQFZBiZPz7kOSpBoHi+DmClQfP36cVatWAXD66aef5BFdxxioPpUn0na9/jqb4uKwv/RSoA9FCA8SqBZCCNHrGWtUZ2RkYDbL19ep7MgPf8iW6GiGPPdcoA+lxxkD1RaLhSFDhgTwaIQQollaWhqgZ1Q7nU53KYfs7OxAHpbo5VwlrVy8+5KI4BQfH+9uBr1ixQoApk+f3mOv7VJVVdUjr9kbDbv6aiYeP87Q+fMDfShCeJArfSGEEL2eMTjX39ClWpyaTn/hBcaVlpI2ZUqgD6XHGT8LgwYNOqUzgYQQvYur4WRRURH79++nrq4Om80m39vipKKiotwBSwiO3iqidWazmUGDBrl/joiIYLShwV93v7ZLZWVlj7ymEKLtJFAthBCi1zMG5zIzMwN4JEIElnFJtJT9EEL0JvHx8YSoWqcrV64EICsrC6tV2iIJ/0wmk8d5ngSqTx3Dhg1z3z7ttNMCMlZIoFqI3kcC1UIIIXo94wWMd41eIU4lxt//s88+O4BHIoQQnkwmkzt72rWUf/DgwYE8JNFHGCdhJVB96hg+fLj7dk+V/XAJDQ0FYMaMGT36ukKI1sn0thBCiF4vKirKfTssLCyARyJEYGma5r596aWXBvBIhBCipYyMDPbs2SOBatEuEqg+NRkzqns6UL19+3beffddbr755h59XSFE6yRQLYQQotczmUzu265mTUKcis4991wAxo8fL58FIUSvk5GRAcCxY8cAaaQo2kZKf5yaBg4c6L49pYf7jmRnZ3P77bf36GsKIdpGAtVCCCH6hKeeeooVK1awYMGCQB+KEAEzYsQI9u7dS3JycqAPRQghWvBunCh9JURbSEb1qWnatGnceOONDBw40GP1pBDi1CaBaiGEEH3Cbbfdxm233RbowxAi4AYNGhToQxBCCJ9cGdUuEqgWbSEZ1acms9nMSy+9FOjDEEL0MtJMUQghhBBCCCFEp3nXpPbOsBbCl/DwcPdtCVQLIcSpTQLVQgghhBBCCCE6bdy4cR4/R0dHB+ZARJ9isVjct41BayGEEKceCVQLIYQQQgghhOg0CUyLjjA21TM20BZCCHHqkRrVQgghhBBCCCGECIi5c+fywAMPMGHChEAfihBCiACTjGohhBBCCCGEEF3i4YcfBuAXv/hFgI9E9BUmk4nFixdzwQUXBPpQhBBCBJhkVAshhBBCCCGE6BKLFi1ixowZTJo0KdCHIoQQQog+RgLVQgghhBBCCCG6hNVqZfr06YE+DCGEEEL0QVL6QwghhBBCCCGEEEIIIURASaBaCCGEEEIIIYQQQgghREBJoFoIIYQQQgghhBBCCCFEQEmgWgghhBBCCCGEEEIIIURASaBaCCGEEEIIIYQQQgghREBJoFoIIYQQQgghhBBCCCFEQEmgWgghhBBCCCGEEEIIIURASaBaCCGEEEIIIYQQQgghREBJoFoIIYQQQgghhBBCCCFEQEmgWgghhBBCCCGEEEIIIURAWQN9AB2haRoA5eXlAT4SIYQQQgghhBBCCCGEEP64YriumK4/fTJQXVFRAUBGRkaAj0QIIYQQQgghhBBCCCFEayoqKoiOjva73aS1FsruhZxOJ0ePHiUyMhKTyRTowxGiS5SXl5ORkcHhw4eJiooK9OEIIfo4GVOEEF1NxhUhRFeSMUUI0dVkXOm9NE2joqKCtLQ0zGb/laj7ZEa12WwmPT090IchRLeIioqSAVUI0WVkTBFCdDUZV4QQXUnGFCFEV5NxpXc6WSa1izRTFEIIIYQQQgghhBBCCBFQEqgWQgghhBBCCCGEEEIIEVASqBail3A4HCxZsgSHwxHoQxFCBAEZU4QQXU3GFSFEV5IxRQjR1WRc6fv6ZDNFIYQQQgghhBBCCCGEEMFDMqqFEEIIIYQQQgghhBBCBJQEqoUQQgghhBBCCCGEEEIElASqhRBCCCGEEEIIIYQQQgSUBKqFEEIIIYQQQgghhBBCBJQEqoXoIo888gg5OTlERkaSlJTEJZdcwu7duz32ufnmm8nOziY0NJTExEQuvvhidu3a5bGPyWRq8eeNN97w2GfVqlVMmDABh8PBoEGDePnll7v77QkhAqAt44qLpmnMnTsXk8nEf/7zH49tubm5zJs3j7CwMJKSkli0aBGNjY0e+8i4IkTw66oxRc5VhBAubRlXZs6c2WLM+MlPfuKxj5yrCCFcumpckfOVvkkC1UJ0kdWrV7Nw4ULWr1/P8uXLaWhoYPbs2VRVVbn3mThxIkuXLuXbb7/l448/RtM0Zs+eTVNTk8dzLV26lPz8fPefSy65xL3twIEDzJs3j1mzZrFlyxZuu+02fvSjH/Hxxx/31FsVQvSQtowrLk8//TQmk6nF/U1NTcybN4/6+nrWrl3LK6+8wssvv8zixYvd+8i4IsSpoSvGFBc5VxFCQNvHlZtuusljzHj00Ufd2+RcRQhh1BXjioucr/RBmhCiWxQVFWmAtnr1ar/7bN26VQO0ffv2ue8DtHfeecfvY+666y5t5MiRHvfNnz9fmzNnTqePWQjRu/kbVzZv3qz169dPy8/PbzGGfPDBB5rZbNYKCgrc9z3//PNaVFSUVldXp2majCtCnKo6MqZompyrCCH88zWunHnmmdovfvELv4+RcxUhxMl0ZFzRNDlf6asko1qIblJWVgZAXFycz+1VVVUsXbqUgQMHkpGR4bFt4cKFJCQkMHnyZP7617+iaZp727p16zjnnHM89p8zZw7r1q3r4ncghOhtfI0r1dXVXHPNNTz77LOkpKS0eMy6desYPXo0ycnJ7vvmzJlDeXk5O3bscO8j44oQp56OjCkucq4ihPDF3zXQa6+9RkJCAqNGjeJXv/oV1dXV7m1yriKEOJmOjCsucr7S91gDfQBCBCOn08ltt93G9OnTGTVqlMe25557jrvuuouqqiqGDh3K8uXLsdvt7u0PPvggZ511FmFhYXzyySf87Gc/o7KykltvvRWAgoICj5M4gOTkZMrLy6mpqSE0NLT736AQosf5G1duv/12pk2bxsUXX+zzcf7GDNe2k+0j44oQwaujYwrIuYoQwjd/48o111xDZmYmaWlpbNu2jbvvvpvdu3fz73//G5BzFSGEfx0dV0DOV/oqCVQL0Q0WLlzIN998wxdffNFi27XXXsu5555Lfn4+jz/+OFdddRVr1qwhJCQEgPvuu8+97/jx46mqquKxxx5zD6ZCiFOTr3Hl3XffZcWKFWzevDmARyaE6Is6M6bIuYoQwhd/10A//vGP3bdHjx5NamoqZ599Nvv37yc7O7unD1MI0Yd0ZlyR85W+SUp/CNHFbrnlFt577z1WrlxJenp6i+3R0dEMHjyYGTNm8NZbb7Fr1y7eeecdv883ZcoUjhw5Ql1dHQApKSkUFhZ67FNYWEhUVJTM+AkRpPyNKytWrGD//v3ExMRgtVqxWvX558svv5yZM2cC/scM17aT7SPjihDBqTNjii9yriKEaO0ayGjKlCkA7Nu3D5BzFSGEb50ZV/ztI+crvZ8EqoXoIpqmccstt/DOO++wYsUKBg4c2KbHaJrmHih92bJlC7GxsTgcDgCmTp3Kp59+6rHP8uXLmTp1aufegBCi12ltXPnlL3/Jtm3b2LJli/sPwFNPPcXSpUsBfczYvn07RUVF7sctX76cqKgoRowY4d5HxhUhgl9XjCm+yLmKEKeujlwDucaW1NRUQM5VhBCeumJc8bePnK/0AYHq4ihEsPnpT3+qRUdHa6tWrdLy8/Pdf6qrqzVN07T9+/drDz/8sLZx40bt0KFD2po1a7QLL7xQi4uL0woLCzVN07R3331X+/Of/6xt375d27t3r/bcc89pYWFh2uLFi92v891332lhYWHaokWLtG+//VZ79tlnNYvFon300UcBed9CiO7T2rjiC17drRsbG7VRo0Zps2fP1rZs2aJ99NFHWmJiovarX/3KvY+MK0KcGrpiTJFzFSGEUWvjyr59+7QHH3xQ27hxo3bgwAHtv//9r5aVlaXNmDHD/RxyriKEMOqKcUXOV/ouCVQL0UUAn3+WLl2qaZqm5eXlaXPnztWSkpI0m82mpaena9dcc422a9cu93N8+OGH2rhx47SIiAgtPDxcGzt2rPbCCy9oTU1NHq+1cuVKbdy4cZrdbteysrLcryGECC6tjSv+HmMMKmmaph08eFCbO3euFhoaqiUkJGh33nmn1tDQ4LGPjCtCBL+uGFPkXEUIYdTauJKbm6vNmDFDi4uL0xwOhzZo0CBt0aJFWllZmcfzyLmKEMKlK8YVOV/pu0yapmndnbUthBBCCCGEEEIIIYQQQvgjNaqFEEIIIYQQQgghhBBCBJQEqoUQQgghhBBCCCGEEEIElASqhRBCCCGEEEIIIYQQQgSUBKqFEEIIIYQQQgghhBBCBJQEqoUQQgghhBBCCCGEEEIElASqhRBCCCGEEEIIIYQQQgSUBKqFEEIIIYQQQgghhBBCBJQEqoUQQgghhBBCCCGEEEIElASqhRBCCCGEEEIIIYQQQgSUBKqFEEIIIYQQQgghhBBCBJQEqoUQQgghhBBCCCGEEEIElASqhRBCCCGEEEIIIYQQQgTU/wd4K1JSJZDeMwAAAABJRU5ErkJggg==",
"text/plain": [
"<Figure size 1800x400 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"start = 13000\n",
"end = 14500\n",
"\n",
"plt.figure(figsize=(18,4))\n",
"plt.plot(z[start:end], DT[start:end],'k')\n",
"plt.plot(z[start:end], dt_sm[start:end],'b')\n",
"plt.plot(z[start:end], dt[start:end],'r')\n",
"plt.title('de-spiked sonic')"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {
"id": "oFWWOivWwCKB"
},
"source": [
"###Computing the time-to-depth relationship"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {
"id": "IdJkpAIDwCKF"
},
"source": [
"The time-to-depth relationship is obtained by scaling the sonic log by the sample interval (6\" or 0.1524 m) and by calling <code>np.cumsum()</code> on it."
]
},
{
"cell_type": "code",
"execution_count": 38,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "GkOZtw268UkT",
"outputId": "8d097116-0364-40d6-9bdf-d32987705957"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"US/F\n"
]
}
],
"source": [
"print(L30.curves.DT.units)"
]
},
{
"cell_type": "code",
"execution_count": 31,
"metadata": {
"id": "Fyufd1x-wCKF"
},
"outputs": [],
"source": [
"# two-way-time to depth relationship\n",
"scaled_dt = 0.1524 * np.nan_to_num(dt) / 1e6\n",
"\n",
"tcum = 2 * np.cumsum(scaled_dt)\n",
"tdr = tcum + log_start_time"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {
"id": "AdAhK5GzwCKG"
},
"source": [
"###Compute acoustic impedance"
]
},
{
"cell_type": "code",
"execution_count": 32,
"metadata": {
"id": "motLjXWywCKG"
},
"outputs": [],
"source": [
"Z = (1e6/dt) * rho"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {
"id": "8khPPqeUwCKG"
},
"source": [
"###Compute reflection coefficient series"
]
},
{
"cell_type": "code",
"execution_count": 33,
"metadata": {
"id": "Grn-CNCzwCKG"
},
"outputs": [],
"source": [
"RC = (Z[1:] - Z[:-1]) / (Z[1:] + Z[:-1])"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {
"id": "7T8MJj03wCKH"
},
"source": [
"###Get well tops"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {
"id": "h4GOfey5wCKH"
},
"source": [
"Let's make a dictionary from the file 'tops.txt'"
]
},
{
"cell_type": "code",
"execution_count": 34,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "4PusIxDuwCKH",
"outputId": "97d58596-c3dc-4225-fe07-8502f2570bb0"
},
"outputs": [
{
"data": {
"text/plain": [
"{'Wyandot': 867.156,\n",
" 'Dawson Canyon': 984.504,\n",
" 'Logan Canyon': 1136.904,\n",
" 'U Missisauga': 2251.253,\n",
" 'Base O-Marker': 2469.207,\n",
" 'L Missisauga': 3190.646,\n",
" 'Abenaki': 3404.311,\n",
" 'Mid Baccaro': 3485.083,\n",
" 'L Baccaro': 3964.534}"
]
},
"execution_count": 34,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Get well tops for plot annotation\n",
"tops = {}\n",
"\n",
"with open('tops.txt') as f:\n",
" for line in f.readlines():\n",
" if not line.startswith('#'):\n",
" temp = line.strip().split('\\t')\n",
" tops[temp[-1].replace('_',' ')] = float(temp[1])\n",
" \n",
"tops"
]
},
{
"cell_type": "code",
"execution_count": 35,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "DEjF3i7XwCKH",
"outputId": "0abf9d0e-608d-47e7-f8e3-3d5294ed7d46"
},
"outputs": [
{
"data": {
"text/plain": [
"(dict_items([('Wyandot', 867.156), ('Dawson Canyon', 984.504), ('Logan Canyon', 1136.904), ('U Missisauga', 2251.253), ('Base O-Marker', 2469.207), ('L Missisauga', 3190.646), ('Abenaki', 3404.311), ('Mid Baccaro', 3485.083), ('L Baccaro', 3964.534)]),\n",
" dict_values([867.156, 984.504, 1136.904, 2251.253, 2469.207, 3190.646, 3404.311, 3485.083, 3964.534]))"
]
},
"execution_count": 35,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"tops.items() , tops.values()"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {
"id": "VCza8tGewCKI"
},
"source": [
"Find top relative to nearest sample in time domain"
]
},
{
"cell_type": "code",
"execution_count": 36,
"metadata": {
"id": "5tdpJuMuwCKI"
},
"outputs": [],
"source": [
"def find_nearest(array, value):\n",
" idx = (np.abs(array - value)).argmin()\n",
" return idx"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {
"id": "pMkxCzCNwCKI"
},
"source": [
"For plotting tops in the time-domain, make a second entry in the dictionary for the travel-time."
]
},
{
"cell_type": "code",
"execution_count": 39,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "3fWmk3PPwCKJ",
"outputId": "aadf8064-0e89-4dd6-8d7e-382fa8f7a465"
},
"outputs": [
{
"data": {
"text/plain": [
"{'Wyandot': 0.9227200900456212,\n",
" 'Dawson Canyon': 1.010202759647407,\n",
" 'Logan Canyon': 1.1354146356548704,\n",
" 'U Missisauga': 1.8729713893709286,\n",
" 'Base O-Marker': 1.9860390619888015,\n",
" 'L Missisauga': 2.3644401111056275,\n",
" 'Abenaki': 2.4675975744107514,\n",
" 'Mid Baccaro': 2.50139841149472,\n",
" 'L Baccaro': 2.715656617052546}"
]
},
"execution_count": 39,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"tops_twt = {}\n",
"\n",
"for key, val in tops.items():\n",
" tops_twt[key] = tdr[find_nearest(z, val)]\n",
"tops_twt"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {
"id": "8ziYs_BPwCKJ"
},
"source": [
"###Code to create figure"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {
"id": "sl5jqeyEwCKJ"
},
"source": [
"Plot the logs in the depth domain"
]
},
{
"cell_type": "code",
"execution_count": 41,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 674
},
"id": "ZdJQJlTMwCKJ",
"outputId": "ecf2c2ce-2ed1-493f-ebff-d4802275ecbe"
},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 1000x800 with 5 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"f1 = plt.figure(figsize = (10,8))\n",
"\n",
"ax1 = f1.add_axes([0.1, 0.1, 0.18, 0.8])\n",
"ax1.plot( DT, z,'b', alpha=0.5)\n",
"ax1.set_title('a) function', style = 'italic')\n",
"ax1.set_ylabel('measured depth ' + '$[m]$', fontsize = '12' )\n",
"ax1.set_xlabel('P-wave slowness '+ r'$[\\mu s/m]$', fontsize = '12')\n",
"ax1.set_ylim(0, 4500)\n",
"ax1.set_xticklabels('')\n",
"ax1.invert_yaxis()\n",
"ax1.grid()\n",
"\n",
"ax2 = f1.add_axes([0.3 , 0.1, 0.18, 0.8])\n",
"ax2.plot(tcum, z, 'b', alpha = 0.5)\n",
"ax2.set_title('integral', style = 'italic')\n",
"ax2.set_xlabel('two-way time ' + '$[s]$', fontsize = '12')\n",
"ax2.invert_yaxis()\n",
"ax2.set_yticklabels('')\n",
"ax2.set_xticklabels('')\n",
"ax2.set_ylim(4500, 0)\n",
"ax2.grid()\n",
"\n",
"ax3 = f1.add_axes([0.5, 0.1, 0.18, 0.8])\n",
"ax3.plot( Z, z, 'k', alpha=0.5)\n",
"ax3.set_title('impedance', style = 'italic')\n",
"ax3.set_xlabel(r'$kg/m^2s^2$', fontsize = '12')\n",
"ax3.invert_yaxis()\n",
"ax3.set_yticklabels('')\n",
"ax3.set_xticklabels('')\n",
"ax3.set_ylim(4500, 0)\n",
"ax3.grid()\n",
"\n",
"ax4 = f1.add_axes([0.7, 0.1, 0.18, 0.8])\n",
"ax4.plot( RC, z[:-1], 'k', alpha=0.5)\n",
"ax4.set_title('derivative', style = 'italic')\n",
"ax4.set_xlabel('reflectivity', fontsize = '12')\n",
"ax4.invert_yaxis()\n",
"ax4.set_yticklabels('')\n",
"ax4.set_xticklabels('')\n",
"ax4.set_ylim(4500, 0)\n",
"ax4.grid()\n",
"\n",
"for i in range (4):\n",
" for top in tops.values() :\n",
" f1.axes[i].axhline( y = float(top), color = 'b', lw = 1, \n",
" ls = ':', \n",
" alpha = 0.5, xmin = 0.05, xmax = 0.95 )\n",
"\n",
"for top, depth in tops.items():\n",
" ax4.text( x = max(ax4.xaxis.get_data_interval())*1.0,\n",
" y = float(depth), s = top,\n",
" alpha=0.75, color='k',\n",
" fontsize = '10',\n",
" horizontalalignment = 'left',\n",
" verticalalignment = 'center',\n",
" bbox=dict(facecolor='white', alpha=1.0, lw = 0.25),\n",
" weight = 'light')\n",
"\n",
"ax5 = f1.add_axes([0.8, 0.1, 0.18, 0.8])\n",
"ax5.invert_yaxis()\n",
"ax5.set_ylim(4500, 0)\n",
"ax5.set_axis_off()"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {
"id": "RjuMzlawwCKK"
},
"source": [
"###Converting logs to two-way-travel time"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {
"id": "Sp2i_xsUwCKK"
},
"source": [
"But we need the functions represented by travel time"
]
},
{
"cell_type": "code",
"execution_count": 42,
"metadata": {
"id": "ZCj5ehP_wCKK"
},
"outputs": [],
"source": [
"# RESAMPLING FUNCTION\n",
"dt = 0.004\n",
"maxt = 3.0\n",
"\n",
"t = np.arange(0, maxt, dt) \n",
"\n",
"Z_t = np.interp(x = t, xp = tdr, fp = Z)\n",
"\n",
"RC_t = (Z_t[1:] - Z_t[:-1]) / (Z_t[1:] + Z_t[:-1])"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {
"id": "-FsPoc3IwCKK"
},
"source": [
"##Creating the synthetic"
]
},
{
"cell_type": "code",
"execution_count": 54,
"metadata": {
"id": "_kMPCrRWwCKL"
},
"outputs": [],
"source": [
"# Define a wavelet.\n",
"def ricker(f, length, dt):\n",
" t = np.linspace(-length / 2, (length-dt) / 2, int(length / dt))\n",
" y = (1. - 2.*(np.pi**2)*(f**2)*(t**2))*np.exp(-(np.pi**2)*(f**2)*(t**2))\n",
" return t, y"
]
},
{
"cell_type": "code",
"execution_count": 55,
"metadata": {
"id": "zCcAEvpjwCKL"
},
"outputs": [],
"source": [
"RC_t = np.nan_to_num(RC_t)\n",
"tw, w = ricker(f=25, length = 0.512, dt = 0.004)\n",
"synth = np.convolve(w, RC_t, mode='same')"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {
"id": "0qyxPBBxwCKL"
},
"source": [
"###Code to create figure"
]
},
{
"cell_type": "code",
"execution_count": 57,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 996
},
"id": "HiAiHMhjwCKL",
"outputId": "b71bec20-696e-4c56-fef8-9e108f7507b0"
},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 1000x1200 with 4 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"f2 = plt.figure(figsize=[10,12])\n",
"\n",
"ax1 = f2.add_axes([0.05, 0.1, 0.2, 0.9])\n",
"ax1.plot(Z, z,'k', alpha=0.75)\n",
"ax1.set_title('impedance')\n",
"ax1.set_ylabel('measured depth ' + '$[m]$', fontsize = '12' )\n",
"ax1.set_xlabel(r'$kg/m^2s^2$ ', fontsize = '16')\n",
"ax1.set_ylim(0, 4500)\n",
"ax1.set_xticks( [0.0e7, 0.5e7, 1.0e7, 1.5e7, 2.0e7 ] )\n",
"ax1.invert_yaxis()\n",
"ax1.grid()\n",
"\n",
"ax2 = f2.add_axes([0.325, 0.1, 0.2, 0.9])\n",
"ax2.plot(Z_t, t,'k', alpha=0.75)\n",
"ax2.set_title('impedance')\n",
"ax2.set_ylabel('two-way time ' + '$[s]$', fontsize = '12' )\n",
"ax2.set_xlabel(r'$kg/m^2s^2$ ', fontsize = '16')\n",
"ax2.set_ylim(0, 3)\n",
"ax2.set_xticks( [0.0e7, 0.5e7, 1.0e7, 1.5e7, 2.0e7 ] )\n",
"ax2.invert_yaxis()\n",
"ax2.grid()\n",
"\n",
"ax3 = f2.add_axes([0.675, 0.1, 0.1, 0.9])\n",
"ax3.hlines(t[:-1], 0, RC_t, color='k', lw = 1) # Stems\n",
"ax3.plot([0, 0], [t.min(), t.max()], '-', c='k', alpha = 0.5) # Middle bar\n",
"ax3.set_title('reflectivity')\n",
"ax3.set_xlabel('', fontsize = '10')\n",
"ax3.set_ylim(0, 3)\n",
"ax3.set_xlim(-0.5, 0.5)\n",
"ax3.invert_yaxis()\n",
"ax3.set_yticklabels('')\n",
"ax3.set_xticks([-0.3, 0, 0.3] )\n",
"ax3.grid()\n",
"\n",
"ax4 = f2.add_axes([0.8, 0.1, 0.2, 0.9])\n",
"ax4.plot(synth, t[:-1],'k')\n",
"ax4.fill_betweenx(t[:-1], synth, 0, synth > 0.0, color='k', alpha = 1.0)\n",
"ax4.set_title('synthetic')\n",
"ax4.set_xlabel('', fontsize = '10')\n",
"ax4.set_ylim(0, 3)\n",
"ax4.set_xlim(-0.05, 0.05)\n",
"ax4.invert_yaxis()\n",
"ax4.set_yticklabels('')\n",
"ax4.set_xticks([-0.6, -0.3, 0, 0.3, 0.6 ] )\n",
"ax4.grid()\n",
"\n",
"for i in range(1):\n",
" for top, depth in tops.items():\n",
" f2.axes[i].axhline( y = float(depth), color = 'b', lw = 2, \n",
" alpha = 0.5, xmin = 0.05, xmax = 0.95 )\n",
" f2.axes[i].text( x = 1e7, y = float(depth)-0.015, s = top,\n",
" alpha=0.75, color='k',\n",
" fontsize = '12',\n",
" horizontalalignment = 'center',\n",
" verticalalignment = 'center',\n",
" bbox=dict(facecolor='white', alpha=0.5, lw = 0.5),\n",
" weight = 'light')\n",
" \n",
"\n",
"for i in range(1,4):\n",
" for twt in tops_twt.values():\n",
" f2.axes[i].axhline( y = float(twt), color = 'b', lw = 2, \n",
" alpha = 0.5, xmin = 0.05, xmax = 0.95)\n",
"for i in range(1,2):\n",
" for top, twt in tops_twt.items():\n",
" f2.axes[i].text( x = 2.75e7, y = float(twt), s = top,\n",
" alpha=0.75, color='k',\n",
" fontsize = '12',\n",
" horizontalalignment = 'center',\n",
" verticalalignment = 'center',\n",
" bbox=dict(facecolor='white', alpha=0.5, lw = 0.5),\n",
" weight = 'light'\n",
" )"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {
"id": "Kl6lsynEwCKM"
},
"source": [
"##Comparison with real data"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {
"id": "DKe30U3pwCKM"
},
"source": [
"real data is located at trace 77 of 500"
]
},
{
"cell_type": "code",
"execution_count": 58,
"metadata": {
"id": "qEJAoTWYwCKM"
},
"outputs": [],
"source": [
"traces = np.loadtxt('PenobXL_1155.txt')\n",
"\n",
"# rearrange traces for plotting\n",
"traces = np.fliplr(np.transpose(traces))"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {
"id": "RPSoiUySwCKN"
},
"source": [
"###Code to create figure"
]
},
{
"cell_type": "code",
"execution_count": 61,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 697
},
"id": "bCX9F5TIwCKN",
"outputId": "410a5b89-d11e-4653-fb09-805e7af72283"
},
"outputs": [
{
"data": {
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@marcfreir
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marcfreir commented May 18, 2023

Changes to las.py and how_to_make_synthetic.ipynb files, to meet Python 3+ requirements.

@marcfreir
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Just change the las.py and how_to_make_synthetic.ipynb files in the 1406_Make_a_synthetic folder.

To run with Google Colab just mout the drive:

Something like:

from google.colab import drive
drive.mount('/content/gdrive')

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