ml-finance-python
python scripts for finance machine learning
git clone https://9o.is/git/ml-finance-python.git
lab_125.ipynb
(1075969B)
1 {
2 "cells": [
3 {
4 "cell_type": "markdown",
5 "metadata": {},
6 "source": [
7 "# Simulating Interest Rate Changes and Liability Hedging\n",
8 "### Implementing the Cox Ingersoll Ross Model for interest rates\n",
9 "\n",
10 "We saw in the previous lab that when you look at your financial condition in terms of funding ratio, rather than asset value, even cash can be a risky asset.\n",
11 "\n",
12 "We're going to simulate changes in interest rates using the Cox-Ingersoll-Ross model, usually just called the CIR model. It is very similar to what we have already done for generating random stock prices. Instead of a Geometric Brownian Motion, the mean reversion model features parameters to control the speed of mean reversion as well as the long term average rate.\n",
13 "\n",
14 "$$ dr_{t}=a(b-r_{t})\\,dt+\\sigma {\\sqrt {r_{t}}}\\,dW_{t} $$\n",
15 "\n",
16 "where $a$ is the speed of mean reversion and $b$ is the long term mean rate and $\\sigma$ is the volatility parameter.\n",
17 "\n",
18 "This can be read as describing the change in interest at any point of time as a multiple of the distance of the current rate from it's long term mean plus a random value that depends on the volatility parameter.\n",
19 "\n",
20 "Thus, we can start at some rate $r_0$ and generate a sequence of rates over time using the change in rate defined by the stochastic differential equation above. If we eliminate the ${\\sqrt {r_{t}}}$ term we get the simpler Vasicek model, but the CIR model eliminates the possibility of negative interest rates by shutting down the volatility term as interest rates approach zero. \n",
21 "\n",
22 "### Short Rate vs Annualized Rate\n",
23 "\n",
24 "One final piece of math we'll need is that the interest rate being described here is the \"instantaneous\" or \"short rate\" ... we will often want to think about interest rates as annualized rates, which means that the instantaneous rate needs to be compounded into an annual rate as follows:\n",
25 "\n",
26 "$$ 1 + r_{annual} = e^{r_{inst}} $$\n",
27 "\n",
28 "### Quick Explanation of Short Rate vs Annual Rate\n",
29 "\n",
30 "The distinction between the instantaneous rate and the annualized rate is subtle if you have never had an opportunity to think about it, but is best understood in terms of an example:\n",
31 "\n",
32 "Let's consider the growth of a dollar over a year, if the rate of interest is 100%.\n",
33 "\n",
34 "To answer the question about what that will grow to at the end of the year, we'll need to answer a second question, which is how often will that interest be paid?\n",
35 "\n",
36 "If it's paid just once at the end of the year, the answer is easy. The dollar grows to 2 dollars (one dollar in principle and another dollar in interest)."
37 ]
38 },
39 {
40 "cell_type": "code",
41 "execution_count": 1,
42 "metadata": {},
43 "outputs": [
44 {
45 "data": {
46 "text/plain": [
47 "2"
48 ]
49 },
50 "execution_count": 1,
51 "metadata": {},
52 "output_type": "execute_result"
53 }
54 ],
55 "source": [
56 "1 + 1*1"
57 ]
58 },
59 {
60 "cell_type": "markdown",
61 "metadata": {},
62 "source": [
63 "Now assume that I insist that you pay interest two times a year. i.e. I ask that the interest is compounded more frequently, at a shorter interval than just once a year, and instead it is compounded after every six months. That means, that at the end of 6 months, I pay out one half of the interest (50 cents). However, I now have \\$1.50 for the remaining 6 months, and so the total value at the end of the year is the principal plus interest for the first period (50 cents) plus the interest for the second period which is one half of 1.50: "
64 ]
65 },
66 {
67 "cell_type": "code",
68 "execution_count": 2,
69 "metadata": {},
70 "outputs": [
71 {
72 "data": {
73 "text/plain": [
74 "2.25"
75 ]
76 },
77 "execution_count": 2,
78 "metadata": {},
79 "output_type": "execute_result"
80 }
81 ],
82 "source": [
83 "1 + 1*.5 + 1.5*.5"
84 ]
85 },
86 {
87 "cell_type": "markdown",
88 "metadata": {},
89 "source": [
90 "Now let's try compounding it at an even shorter rate of once every 3 months, i.e. 4 times a year. We'd get:"
91 ]
92 },
93 {
94 "cell_type": "code",
95 "execution_count": 3,
96 "metadata": {},
97 "outputs": [
98 {
99 "data": {
100 "text/plain": [
101 "2.44140625"
102 ]
103 },
104 "execution_count": 3,
105 "metadata": {},
106 "output_type": "execute_result"
107 }
108 ],
109 "source": [
110 "1 + (1)*.25 + (1 + (1)*.25)*.25 + (1 + (1)*.25 + (1 + (1)*.25)*.25)*.25 + (1 + (1)*.25 + (1 + (1)*.25)*.25 + (1 + (1)*.25 + (1 + (1)*.25)*.25)*.25)*.25"
111 ]
112 },
113 {
114 "cell_type": "markdown",
115 "metadata": {},
116 "source": [
117 "In general, if we compound every 1/N of a year (i.e. N times a year) we get:\n",
118 "\n",
119 "$$\\left(1+\\frac{r}{N}\\right)^N$$\n"
120 ]
121 },
122 {
123 "cell_type": "code",
124 "execution_count": 4,
125 "metadata": {},
126 "outputs": [
127 {
128 "data": {
129 "text/plain": [
130 "2.25"
131 ]
132 },
133 "execution_count": 4,
134 "metadata": {},
135 "output_type": "execute_result"
136 }
137 ],
138 "source": [
139 "(1+1/2)**2"
140 ]
141 },
142 {
143 "cell_type": "code",
144 "execution_count": 5,
145 "metadata": {},
146 "outputs": [
147 {
148 "data": {
149 "text/plain": [
150 "2.44140625"
151 ]
152 },
153 "execution_count": 5,
154 "metadata": {},
155 "output_type": "execute_result"
156 }
157 ],
158 "source": [
159 "(1+1/4)**4"
160 ]
161 },
162 {
163 "cell_type": "code",
164 "execution_count": 6,
165 "metadata": {},
166 "outputs": [
167 {
168 "data": {
169 "text/plain": [
170 "2.7048138294215285"
171 ]
172 },
173 "execution_count": 6,
174 "metadata": {},
175 "output_type": "execute_result"
176 }
177 ],
178 "source": [
179 "(1+1/100)**100"
180 ]
181 },
182 {
183 "cell_type": "code",
184 "execution_count": 7,
185 "metadata": {},
186 "outputs": [
187 {
188 "data": {
189 "text/plain": [
190 "2.7181459268249255"
191 ]
192 },
193 "execution_count": 7,
194 "metadata": {},
195 "output_type": "execute_result"
196 }
197 ],
198 "source": [
199 "(1+1/10000)**10000"
200 ]
201 },
202 {
203 "cell_type": "markdown",
204 "metadata": {},
205 "source": [
206 "m"
207 ]
208 },
209 {
210 "cell_type": "markdown",
211 "metadata": {},
212 "source": [
213 "## Implementation of the CIR Model\n",
214 "\n",
215 "Let's start by defining a function to convert between instantaneous and annualized rates, and then write the code for generating the evolution of the interest rate:\n"
216 ]
217 },
218 {
219 "cell_type": "code",
220 "execution_count": 8,
221 "metadata": {},
222 "outputs": [],
223 "source": [
224 "import numpy as np\n",
225 "import pandas as pd\n",
226 "import edhec_risk_kit_125 as erk\n",
227 "%load_ext autoreload\n",
228 "%autoreload 2\n",
229 "\n",
230 "def inst_to_ann(r):\n",
231 " \"\"\"\n",
232 " Convert an instantaneous interest rate to an annual interest rate\n",
233 " \"\"\"\n",
234 " return np.expm1(r)\n",
235 "\n",
236 "def ann_to_inst(r):\n",
237 " \"\"\"\n",
238 " Convert an instantaneous interest rate to an annual interest rate\n",
239 " \"\"\"\n",
240 " return np.log1p(r)\n",
241 "\n",
242 "def cir(n_years = 10, n_scenarios=1, a=0.05, b=0.03, sigma=0.05, steps_per_year=12, r_0=None):\n",
243 " \"\"\"\n",
244 " Generate random interest rate evolution over time using the CIR model\n",
245 " b and r_0 are assumed to be the annualized rates, not the short rate\n",
246 " and the returned values are the annualized rates as well\n",
247 " \"\"\"\n",
248 " if r_0 is None: r_0 = b \n",
249 " r_0 = ann_to_inst(r_0)\n",
250 " dt = 1/steps_per_year\n",
251 " num_steps = int(n_years*steps_per_year) + 1 # because n_years might be a float\n",
252 " \n",
253 " shock = np.random.normal(0, scale=np.sqrt(dt), size=(num_steps, n_scenarios))\n",
254 " rates = np.empty_like(shock)\n",
255 " rates[0] = r_0\n",
256 " for step in range(1, num_steps):\n",
257 " r_t = rates[step-1]\n",
258 " d_r_t = a*(b-r_t)*dt + sigma*np.sqrt(r_t)*shock[step]\n",
259 " rates[step] = abs(r_t + d_r_t) # just in case of roundoff errors going negative\n",
260 " \n",
261 " return pd.DataFrame(data=inst_to_ann(rates), index=range(num_steps))\n",
262 "\n",
263 "%matplotlib inline"
264 ]
265 },
266 {
267 "cell_type": "code",
268 "execution_count": 9,
269 "metadata": {},
270 "outputs": [
271 {
272 "data": {
273 "text/plain": [
274 "<AxesSubplot:>"
275 ]
276 },
277 "execution_count": 9,
278 "metadata": {},
279 "output_type": "execute_result"
280 },
281 {
282 "data": {
283 "image/png": 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\n",
284 "text/plain": [
285 "<Figure size 864x360 with 1 Axes>"
286 ]
287 },
288 "metadata": {
289 "needs_background": "light"
290 },
291 "output_type": "display_data"
292 }
293 ],
294 "source": [
295 "cir(n_scenarios=10).plot(legend=False, figsize=(12,5))"
296 ]
297 },
298 {
299 "cell_type": "code",
300 "execution_count": 10,
301 "metadata": {},
302 "outputs": [
303 {
304 "data": {
305 "application/vnd.jupyter.widget-view+json": {
306 "model_id": "d86bccf1dc6d4449966ad0a224fbdcdb",
307 "version_major": 2,
308 "version_minor": 0
309 },
310 "text/plain": [
311 "interactive(children=(FloatSlider(value=0.03, description='r_0', max=0.15, step=0.01), FloatSlider(value=0.5, …"
312 ]
313 },
314 "metadata": {},
315 "output_type": "display_data"
316 }
317 ],
318 "source": [
319 "def show_cir(r_0=0.03, a=0.5, b=0.03, sigma=0.05, n_scenarios=5):\n",
320 " cir(r_0=r_0, a=a, b=b, sigma=sigma, n_scenarios=n_scenarios).plot(legend=False, figsize=(12,5))\n",
321 "\n",
322 "import ipywidgets as widgets\n",
323 "from IPython.display import display\n",
324 " \n",
325 "controls = widgets.interactive(show_cir,\n",
326 " r_0 = (0, .15, .01),\n",
327 " a = (0, 1, .1),\n",
328 " b = (0, .15, .01),\n",
329 " sigma= (0, .1, .01),\n",
330 " n_scenarios = (1, 100))\n",
331 "display(controls)"
332 ]
333 },
334 {
335 "cell_type": "markdown",
336 "metadata": {},
337 "source": [
338 "## Generating the random price evolution of a Zero-Coupon Bond\n",
339 "\n",
340 "The model can also be used to generate the movement of bond prices for a zero coupon bond that are implied by the generated interest rate, using the following equations:\n",
341 "\n",
342 "$$P(t,T)=A(t,T)e^{-B(t,T)r_{t}}\\!$$\n",
343 "\n",
344 "where\n",
345 "\n",
346 "$$ A(t,T)=\\left({\\frac {2h e^{(a+h)\\tau/2}}{2h+(a+h)(e^{\\tau h}-1)}}\\right)^{{2ab/\\sigma ^{2}}} $$\n",
347 "and\n",
348 "$$ B(t,T)={\\frac {2(e^{\\tau h}-1)}{2h+(a+h)(e^{\\tau h}-1)}} $$\n",
349 "and\n",
350 "$$ h={\\sqrt {a^{2}+2\\sigma ^{2}}} $$\n",
351 "and\n",
352 "$$ \\tau = T-t $$\n"
353 ]
354 },
355 {
356 "cell_type": "code",
357 "execution_count": 11,
358 "metadata": {},
359 "outputs": [],
360 "source": [
361 "import math\n",
362 "def cir(n_years = 10, n_scenarios=1, a=0.05, b=0.03, sigma=0.05, steps_per_year=12, r_0=None):\n",
363 " \"\"\"\n",
364 " Generate random interest rate evolution over time using the CIR model\n",
365 " b and r_0 are assumed to be the annualized rates, not the short rate\n",
366 " and the returned values are the annualized rates as well\n",
367 " \"\"\"\n",
368 " if r_0 is None: r_0 = b \n",
369 " r_0 = ann_to_inst(r_0)\n",
370 " dt = 1/steps_per_year\n",
371 " num_steps = int(n_years*steps_per_year) + 1 # because n_years might be a float\n",
372 " \n",
373 " shock = np.random.normal(0, scale=np.sqrt(dt), size=(num_steps, n_scenarios))\n",
374 " rates = np.empty_like(shock)\n",
375 " rates[0] = r_0\n",
376 "\n",
377 " ## For Price Generation\n",
378 " h = math.sqrt(a**2 + 2*sigma**2)\n",
379 " prices = np.empty_like(shock)\n",
380 " ####\n",
381 "\n",
382 " def price(ttm, r):\n",
383 " _A = ((2*h*math.exp((h+a)*ttm/2))/(2*h+(h+a)*(math.exp(h*ttm)-1)))**(2*a*b/sigma**2)\n",
384 " _B = (2*(math.exp(h*ttm)-1))/(2*h + (h+a)*(math.exp(h*ttm)-1))\n",
385 " _P = _A*np.exp(-_B*r)\n",
386 " return _P\n",
387 " prices[0] = price(n_years, r_0)\n",
388 " ####\n",
389 " \n",
390 " for step in range(1, num_steps):\n",
391 " r_t = rates[step-1]\n",
392 " d_r_t = a*(b-r_t)*dt + sigma*np.sqrt(r_t)*shock[step]\n",
393 " rates[step] = abs(r_t + d_r_t)\n",
394 " # generate prices at time t as well ...\n",
395 " prices[step] = price(n_years-step*dt, rates[step])\n",
396 "\n",
397 " rates = pd.DataFrame(data=inst_to_ann(rates), index=range(num_steps))\n",
398 " ### for prices\n",
399 " prices = pd.DataFrame(data=prices, index=range(num_steps))\n",
400 " ###\n",
401 " return rates, prices\n"
402 ]
403 },
404 {
405 "cell_type": "code",
406 "execution_count": 12,
407 "metadata": {},
408 "outputs": [
409 {
410 "data": {
411 "application/vnd.jupyter.widget-view+json": {
412 "model_id": "d487fdd45b5a4d2a99a91ef968221108",
413 "version_major": 2,
414 "version_minor": 0
415 },
416 "text/plain": [
417 "interactive(children=(FloatSlider(value=0.03, description='r_0', max=0.15, step=0.01), FloatSlider(value=0.5, …"
418 ]
419 },
420 "metadata": {},
421 "output_type": "display_data"
422 }
423 ],
424 "source": [
425 "def show_cir_prices(r_0=0.03, a=0.5, b=0.03, sigma=0.05, n_scenarios=5):\n",
426 " cir(r_0=r_0, a=a, b=b, sigma=sigma, n_scenarios=n_scenarios)[1].plot(legend=False, figsize=(12,5))\n",
427 "\n",
428 "controls = widgets.interactive(show_cir_prices,\n",
429 " r_0 = (0, .15, .01),\n",
430 " a = (0, 1, .1),\n",
431 " b = (0, .15, .01),\n",
432 " sigma= (0, .1, .01),\n",
433 " n_scenarios = (1, 100))\n",
434 "display(controls)"
435 ]
436 },
437 {
438 "cell_type": "markdown",
439 "metadata": {},
440 "source": [
441 "Now that we can generate randomly evolving interest rates and bond prices we can add the new code for `cir` to the toolkit.\n",
442 "\n",
443 "Assume our liabilities are to pay one dollar in 10 years time. Clearly, the liability is perfectly matched by the price of a zero coupon bond that matures in 10 years. Therefore, this is perfectly matched by buying a zero coupon bond. "
444 ]
445 },
446 {
447 "cell_type": "code",
448 "execution_count": 13,
449 "metadata": {},
450 "outputs": [],
451 "source": [
452 "# my starting asset value today aka cash in hand\n",
453 "a_0 = 0.75\n",
454 "# simulate the next 10 years\n",
455 "rates, bond_prices = erk.cir(r_0=0.03, b=0.03, n_scenarios=10)\n",
456 "# liabilities are going to change over time to match the payoff of the ZCB\n",
457 "liabilities = bond_prices\n",
458 "# today's zero coupon bond price is the present value of 1 dollar in 10 years\n",
459 "zc_0 = erk.pv(pd.Series(data=[1], index=[10]), 0.03)\n",
460 "# I can put my money in a zero coupon bond at today's price\n",
461 "n_bonds = a_0/zc_0\n",
462 "# and my asset value will grow based on the bond prices\n",
463 "av_zc_bonds = n_bonds*bond_prices\n",
464 "# how about if I invest in cash? It will grow at some rate of interest\n",
465 "av_cash = a_0*(rates/12+1).cumprod()"
466 ]
467 },
468 {
469 "cell_type": "code",
470 "execution_count": 14,
471 "metadata": {},
472 "outputs": [
473 {
474 "data": {
475 "text/plain": [
476 "<AxesSubplot:title={'center':'Asset Values using Cash (10 scenarios)'}>"
477 ]
478 },
479 "execution_count": 14,
480 "metadata": {},
481 "output_type": "execute_result"
482 },
483 {
484 "data": {
485 "image/png": 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\n",
486 "text/plain": [
487 "<Figure size 864x360 with 1 Axes>"
488 ]
489 },
490 "metadata": {
491 "needs_background": "light"
492 },
493 "output_type": "display_data"
494 }
495 ],
496 "source": [
497 "av_cash.plot(title='Asset Values using Cash (10 scenarios)', legend=False, figsize=(12,5))"
498 ]
499 },
500 {
501 "cell_type": "code",
502 "execution_count": 15,
503 "metadata": {},
504 "outputs": [
505 {
506 "data": {
507 "text/plain": [
508 "<AxesSubplot:title={'center':'Asset Values using ZC Bonds (10 scenarios)'}>"
509 ]
510 },
511 "execution_count": 15,
512 "metadata": {},
513 "output_type": "execute_result"
514 },
515 {
516 "data": {
517 "image/png": 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OBz781a2WJEmSJEmSDgtV9VBV9SF1td9TbnexXY2iQOlLAQOooT8+ZXBwQ2WPnXTBL6vbQZytncnOQoZo4YjURAaMyqK+0MuyeUWIdj9OfSvrUxaQFbOJi2JmsuRTP+lDhnPidbei0Wr/iEs+IIcjJzkZqNjj+8qOZd0tlyRJkiRJkn4FoaqgKASzXg9cQAh+bLaxsc1Bm9dHbVMxdZ5y7BhoEFfQrIkADVhUH5nOBpLb8vD69GhVFa1QMQUCxGi0DAo1M7ZPJgPGj8RkMgXbJATF2xr5/Ol8/M1ebKYq1vVZgjF8C3cPnU2I8UI+f+Q+EvsN4NR//hudXv8b3JnD508xcE9RlCuAKwDS0tL+4NZIkiRJkiT9eQTa23HvzMOTn4+7IB9PfgGeXbtACHQJ8ejjE3b/aezTG8vo0eiTkjodo8nr54OaJt6paqTC40MRAgsuLHiwqlFE+sLpo1oYVFeKZdsqmoxavGYTiXY7qbGxpA4eTPq4cYRFRXXZxqqCFr79IA9vrQunoYmf+n5DQ+Qmrk85hpnHrKWxsoqP772dqKRkTr/9HvQdgfWf2eEIkquA1D2+T+lYVkUw5WLP5Uu7OoAQ4lXgVYBRo0aJw9AmSZIkSZKkvyTh9+PKycGxchX2lStw52wHVQVAGxmJsX9/Is6chaLV4a+rxVdbh2vDRtobGsDnw2UwYuvbD/uoMdiys1lqjeJb9HgVDYNdlcwSixhq/g6jzUj44hiMS5vA56U6OYmtQ4dSExFGosnEsccfT69hw7pvpxBU7Gxm6bwibOV23Do76zK/pSr6Jy6I6Mt5xy3EGppEe2MDXzx8LwazhRl3/B+mEOvvdCd/ncMRJH8FXKsoykcEB+61CSFqFEVZCDykKEpkx3bTgD9ffQ9JkiRJkqQ/kBACb2kpzrVrcaxeg2P1atT2dlAUTEMGE3PllZiHD8fYvx+62NguUyzcAZUbdpaxuLEVh+i83qy6OEr5jiliIam6OkwtMWhqRuBuHEhJko6mcwRNfj9uVSU6MpKzpk1jwIAB3aZyqAGVos0NrF9QSkuVA6fOzta0xZTGreBsrZkLj51DWMqYYLscdr54+F68bjdn3/coodExh/8G/kYOpATchwR7hGMURakkWLFCDyCEeBn4lmD5t0KCJeAu6VjXrCjK/cD6jkPd9/MgPkmSJEmSpP9lqsuFbdEiHKtW4VizFn9dHQC6hARCp07FOmkiIePHo42I6HL/nyfssNm209i+g9tq+7DJn85RYgnx1BJOKxG0EO1RSbXpMAXScVjPorzJSEVFNYFAAAig12uIi4tjYHw8aWlpDB48GG03g+lcdi95q2vJWVaBrdFDq7GJzb0X0hi5jpleHy+MuIPw4RdAR3Ad8Pv46omHaK6uYsYd9xKblvEb3MnfzoFUtzhnP+sFcE03694A3ji0pkmSJEmSJP29eIqLafnoI9rmfYna3o42MhLLuLGEjB1HyPhx6NPSehyM53JVUF3zKTU1c/F4avGi5ynlX+SQzs2a1UxvCqCUZRKwRVCr1VJmbmelo74jKK4nMTGRMWPGkJqaSnx8PJGRkWh6KMEmVEFlQQs7VlZTvLkBNSCoCy1jc/9FKCE5XNLexIkxp2E87kEwR/6ynxAsfOkZKnK3ccI1N5M+eNhhvIu/jz/FwD1JkiRJkqS/CiEE3pISHGvW4NmZhzYiIjhwLiEBXXwCutgYhM+H6nQiXC5Ulwt/XR2tX8zDuWYN6PWEHXsskeecjXnkyP3WCVZVDw0Ni6mu/oTmllUABHwDaG0ey8uhJ7LTEs3lO2uZWJVEudlDmamJarUQVIgKjWL06NFkZmaSlpaG2Ww+oGtUVcHOVdVsWlhGe6MbvVlLaUI5q2Pew6K0cn9rGSM1CWhmfAC9juq0b8DvZ9Grz7Fz5VImnn0hA4885pDu8x9NBsmSJEmSJEn7oTqdtH63ENea1TjXrMVfXw+ANjycgMMBfv9+j6FPSiL2ppuIOGMGupj95+b6/Taqqj6gvOINvN5GjIZEsJ/IplwLNm8Ii7LHU2KJ5qiCzWgaylloAAKQEJrA0WOOJisri9hucph7UlPYyvKPC2issBOVZqVtsIElgYeoD6/gdJuDu5paMIy7Go6+Ewwhnfb1ud18/fTDlGzewPiZ5zLmtFkHde4/ExkkS5IkSZIkdVCF4LO6Fj6vbaHF78fmC9DqcGITAr0pntkBPReMGon15/SI1FQQgkBTE77aOvx1tfgbG1H0BjQWMxqLBcVsxm9xY+jVG5M5AUXZN+dX+FVKi5r5oKKROuHGpi3DRiU+QFH+idcTTWOrwKtR0GUb8YdYqdPAk/1TmDkxG4fDgd1ux2q1EhkZue+F7cf2qjZWbKvFvaEJQ5Ubr0GhJtmOxvsMG/QFNIZoucUW4ML+F6AMPx9i+u5zDGd7G/MeuY/aol1MnX0NQ4894VB+BH8aSjCl+M9j1KhRYsOGDX90MyRJkiRJ+h+zqc3Bv3dVsdnmpLfZSJK9DUN+HpbGRiLCQykdMYYVAYVx4SE8OSCNXhbjAR23pnYeO3b8EwBF0WI0JmA0JmEgFuwK+bZw5iqDWGHug0DBig0dPnQBDRqfHjUAQvVjVBRiwyOIiAjFqFE4PT6SU+MOPiDe07qSZl74sZDWnGaOcunRADvCoH/0CgYpb/DfaCtOnZ7HB85m0sirQdP1oL72hno+e+ge2hvqOOmG2+g7evyvatfvRVGUjUKIUV2tkz3JkiRJkiT9bQkhaPEHKHd5qXB7cQZUUkx6Uk0GkowGdBqFWo+PB4qq+ayuhXiDjifD9Yx96B6827dj7NuX2H/ejHXyZAA+rm3mnsIqpqzP41+9EpmdEou2h3SGlpZ17Nz5L8KMI4j0HoXbXoWrpZoqxUO+KcB3+iPZETIAs3BxvLKEKYGFGFr1FBf3x+mMRKvVkhATz7DhwxgxemS3lScO9p4sLWjgxR8L2VDSwol+I2NcBhIHRHLMjHi2rLqKl207edMYTnpIEq9NeYE+kX26PV5zdSWf3ncnPq+Hmf++n5SsQb+6jX8GsidZkiRJkqS/FSEEL5TXM7euhQq3F3tA7XI7DZBo1NPsCxAQgitTY7m0YhdtN9+MJiSE2JtvJvyUk1H2CkxrPF5uza9kcVM7I8MsXJ4Sy7ExYYTstZ3TWcK6tWdQ68mkvPQGikJMFIfrKA7R4OgYq5eo13F5WhzTdAG+/exTWltbycrKIjU1lZSUFBISEtDpDl+fZm2bm5s/2cJPRU2kh5o4229GrXEz7NhUPMkLeDn3VXbqFJJ1Vv4x+ham9zkFvab76aOd7W18cNc/8bndzLrrAWL+YmXeeupJlkGyJEmSJEl/Gx5V5Z95FXxW18K48BCyrWbSzAbSTAZSTQbMWg1Vbh+V7mDPcoXbi16jcGN6PKGff0bdgw9hHNCf1JdeRh8f1+15REfu8kPFNdR4fJg1Go6NCeO0uAiOjAxlbWkFH5R+zkZlILWaBACidVr6W830DzHRP8TEgBATI8NCKNi5g3nz5mE0GjnzzDNJS0v7Te7N97m13DZ3G16/yu0T+6BZ2YCt0YVj+Aa+N35MrfCSqipcPmg200de1WNwDOD3+fjsgX9TW7SLM+/5L0n9Bvwm7f4tyXQLSZIkSZL+9pp9fi7NKWFNm4N/ZSZwQ3p8l5UdeltMnb4XgQD1jz5K3dvvYD36aJIffwxNSMg+++1teiscXaFlk15hgVllYW0bX9W37l6v00xitBLg+l5JTI0LJ83cOYdZVVV++GEJK1euJCUlhTPPPJOwsLBDuvaeuH0BHpy/k3fXlJGdHMq5vT00fVOIT/WxcMDrtOh2Md4V4MaEcRx33LPoTPtvgxCC7195lqq8HZx0w21/yQB5f2SQLEmSJEnSX8Z2m5NmX4Bsq5lowy9hTLHTw/nbiqnyeHl5YDqnxR/YgLaA3UH1bbdh/+EHIi+8gPjbb0fRagkEPGi1+w7ME6rAlduE7cdyfNUONCF6Bhs0DPKp3OhXWR+qsqzvdpKty5iZeRZ9Mk/r8rzNzc188803FBcXM3LkSE444YTDmlbxsx3V7dz08Rby69o5PdtBVEEDrblp2M31+NOf4U6rhXHD/oVp0EzQH1gNZYA1n3/EzhU/csRZFzBgwpGHvd1/BjJIliRJkiTpd1Pm8vB6ZSMhWg3DwywMD7MQa+j5tT4Eg+AHi6uZ39C2e1miUU+21Uw/i4kPa5pQFPhsWB9Gh++/F9hTUkLLhx/S9vkXqE4n8f/+N6FnT6ey+j0qCz/EKXahCZjRq9EYtHFo9VG4XaFEF40gpCIFfYyFyJn9sAyPRdFqUFU/dXVfklT6Iqe5SumVeSOZXQTILpeL5cuXs3btWrRaLSeffDIjR448qHsI0OzwotUohJu7vncVzU6eWlzAF5srSYgo5UyrSuqqLAJaD6HRH3DZ6DBMR7wLsf0P+tx5q5bx0yfvM/DIYxh7+pkHvf9fhQySJUmSJOlvTAjBoyW1LGlu56b0eI6PCT/oySUOh0avn6fLanm7qgkFCCAIdAyLSjbqGR5mYViohaGhFgaHmonQ63bv92RpLe9UN2LQaLg1I4HR4SHk2l27v35sbqeX2ci7Q3qRYe6+LJsIBLAvW07L++/jWLUK9HpCpx2L9pyhVJvW07DqQVTVi7E9nTjvLFSjG7uvmiZtDaoxH6PRSVXWF3h7RWE2H0nfxPMwK1HUVM+ltPRFXO5yrNYsBg96kdjYaZ3OHQgE2LBhA0uXLsXlcjF8+HCOPvroQ0qv2FnTztmvrsHh8TMmM4qpWfEcOzCe1CgLjXYPzy/Zxbc/VRAvPJwWWkZqeR/0AQPWiB+YGb2Y0JlPQOah9f5W5e3gu5eeJnlANsdecd0f8ln6vciBe5IkSZL0FyOEYEWLnZcr6tEoCg/2TSa9i+DQpwpuzi/n09oWovU6mnx+RoeFcE+fpAPqbT0cHP4Ar1Q28GJ5PS5V5dzEaP6ZkUCYTkuOzcnmdiebO/4sd3t375duMpBlNbGyxY5LVTkvMZpbMxO67HX2qCoGRekUsLW0rKGtbTMWSyaWkN7oWw3U3HIHrs2boW8UytmD8Q5QaXFswO9vQ6cLJz7mZIyLszE603GfHs3qDWvZtWsXOp2OoQMG0zspllr39zicSzGbK1AU8PuN6HQeXM5YamtH09KSiqoKNBoNOp0OrVaLVqvF7XZjs9nIzMzkuOOOIyEh4ZDuZ1GDnbNeWY1Oo+HU4Un8sLOe4jo7KX4Nww0mQuwBYnwKBoL3wq/xYQkv5FTti8QNHQPTnwTzodVWbigv5eN7b8cSFs7Z9z2GJSz8kI7zZyKrW0iSJEnS34BfFXzT0MoL5fXk2F3EGXS4VZWAgAf6JnN2QtTuQNHhDzA7t5Qfm23cnpnAdWnxfFjbxGMltdR7/ZwYE85tvRLobzH9Zr2BPzS1c2NeOfVePyfFhvOvzET6hpi63b7Z5yfH5mKbzclWm5PtdhcDQ8zc0avn/fYkhKCs7CWKip8E9ohxAqBr1KCNicajbQDAaEwgKmoi0dGTMRpGs/299ZTWl1NrtWF3OrBYLIwdO5ZRo0YRstdAvvr6AgoKPqDdtg2vZxiqmo1GEwyINRoNqqoSCAR2fwEMGzaMvn37HvL9rmh2Muvl1fgDKq/PGAZ1bip2NFOZ30LAp6Iq4A7VoiTWssa/CFOsh/80b6Cv2wYnPQ5DzoJDPHdbfS0f3nMbCnDO/Y8TFtt95Y+/EhkkS5IkSdJfWIPXx+d1Lbxe2Ui520sfi5GrU+M4IyGSBq+f63eW81OrnRNjwnmsfyoqgvO2FZNrd/FYv1TOTYrefSxHIMArFQ28UF6PI6ASpdcytCPNYUiomZFhIcQb958j3BOPqvJQUQ2vVDYwIMTEE/1TGXkYeq6FUAkEHGi1li6ndvb7HezceTv1DQuIjz+ZPhn/ombOozRv/AYGxaCd3BfFZMASMpKAvz/NzUYaGhqoqqqivr4eAJPeSO9+fejbty/Z2dno9b/uXhwOQgh2Fbbw0NtbiLKrZGkNeB1+AMJjzaRlR5M2MApDqp+71t3J+tr1nJZ8FHds/g4LwEVfQ9yhV59wtLbw0T234bbbOOv/HiEmNf3wXNifgAySJUmSJOkvxqOqLG5q5+OaZn5obscvYFSYhWvS4jguJhzNHj2CqhC8XNHAw8U1ROi1mDQaGrw+Xs3O4NiYrl+JN3h9fF3fyraOntt8p5uAAJ0C/+2XwgVJMd22rcrt5b3qJnpbjEyKDO0UVBc63VyVW0aO3cWlyTHc3TsJs1az3+sVQuD1NeF0FOJwFuNwFOJ0FuP1NuL3t+P32/D77YCKThdBbOxUYmOnERU5Ea3WiNNZxracK3E4CunT53YSmEb1TTfjzs0l8sILCL/uOpatWkVOTg4Oh2P3eS0WC/GRscSU6+mVmkH/2RPQaPbf3t+DEILCjfX89EUR9iY3AAarnvSsKJL7RZAyIIrw2GBFCrffzayvZ1HnrOPfWRdz6uInQKMLBsix/Q65DW6HnU/+7w5aaquZddeDf7tSb7JOsiRJkiT9CexyuGny+QnRarBoNYRotVi0Glp8fircXsrdXipcXsrcXn5saqfFHyDeoOOKlDjOTIxkQEjXJbo0isLVaXEcFRXK1TvKqPf6mDusDyN66L2NNei5NCV29/eugMoOu4vHS2u5Nb+SAoeb//RORqfp/Hp+QUMrN+VV0OoP7F7Wz2JiUqSVBKOeJ0vrMGsV3h6cyXHdBOjt7duw2XJxucpxuSpwuctxucrx+227t9FqLVgsmZhMyeh0/dHpwtDpQtFprdjt+TQ0LKSm5jO02hCioibR0rIagGHD3sRSEUrZlWcjVJWUF56nKjmZD157jfb2drKzs0lJSSEuLo74+HgsWhN1z22GEEH8+cP/NAFybXEbqz7bRW1xO+1G2GD1ccM5Q5g0IqHLdI3nNz9PaXspr466g/Hz7wKtAS76BmK6n056f3xeD/MevZ+mygpOv+3uv12AvD+yJ1mSJEmSfmNeVeWRklpeLK9nf//r/jxV8qjwEM5KiOLIyNB9AtWeBITArar7TJF8oPyq4L6ial6tbODoqFBeyc4gTKfFHVC5t6iat6oaGRJq5qWB6TgCKita7KxssbGm1YFLVZkYYeW5gWkkGg37HFtVvRQWPkJF5VsAKIoBszkZszkNkykViyWDEEsfQkJ6YzQmoCjdB6yq6qWlZQ31DQtpaFiEyZTE4EHP4l9TRNVNN6OLjSXymadZnJPDzp07iYuL4+STTyY1NRUI9tK6chpp+7aEQLuX2H8MwZgerDRRV9JOTVErA8YlYrL+vukW7U0u1swrZtf6OixhBpp6mXmhpJbXLhrF1IHxXe6zpX4LFy64kFkpx3D3hnmgtwR7kKN7H3I7nO1tfPXEg1Tl7+Sk62/929ZClukWkiRJkvQH2eVwc82OMrbZXZyfGM3JcRE4AwGcARVHQMUZUAnTaUkzB6dNTjTqMfwJejPfrW7kjoJKMs1G7u2TzINF1exwuPlHaiz/7pW4Txs9qkqZy0tvixFtFz2dLlcV23Ovo719KykpF5GeNhujMb7L3OKD5bJ5CfgFvsVfUfufezEOHEjjddey5KefCAQCTJ48mfHjx++erMNbZaf16yK8pe3oE0KIOKUXxl4RuB0+1nxZTO6KKhBgtOgYPT2TQZOT0R5AysivYWt2s+m7Mnb8VI1GURh2bBoMCOXsN9dx9uhU/jtjSJf7/Zxm4fU5+byshBBdR4AclXnIbWkoL2Xeo/fhbG3luKtv/NsGyCCDZEmSJEn6zTgDKuVuD6FaLXEGPfqOXl8hBO9UN3FvYRVmrYYn+qdyQmzEH9vYg7Syxcbs7aW0+gNE63U8m5XGlOiDr+vb0LiEHTtuRYgAA7MeIS7u+P3uowZUti6pJBBQ6TcmnrDofVNN2htdbF5Uzs5VNQT8KhZHLVGWFpqGWSivKyMzM5Pp06cTHR0cuBiwe2n7rhTnxjo0Fh1h0zIIGZ0ACuxaX8fKT3fhtvsYckwqfUbFse6rYip2thARb+GImX3IGNx9nvaham9ysem7Mnb+VANA1oRERp6QgSZEx4nPrkAVggU3HInV2HWG7JMbnuTN3Dd5zaFnnK0ZLlv8q1IsijauZf6zj2MwmzntlrtI6HPo+cx/BTInWZIkSZIOg2Knh2UtNgocboqcboqcHqo8vt3rFSDWoCPBoEdRYKvNxVGRoTydlUbCr6wY8VtQVR8aTfftmhgZyoKR/figponZKbEHXfXC622mtOwlKireINSazaBBz2Gx7L8ygtftZ+FruZTnNgGw9stikvpG0H9cAr1HxOFo8bBpYRkF6+tQEKSKEvSFm6gZPIqt1jbU2kasjl7EuoZhUIJ52cIXoPGN7fjqnFgnJhN2TBoas46WWgfLPyqgMq+FuPRQTr5uGLFpoQCcfP0wynKaWPnZLua/sI2kvhFEJ1uxhOmxhBkxhxmwRhqJSbaiHERKDIDfG2DlZ4XsXFkNGhh4RBIjjk8nNCpY6u6ueTmUNzv56PJx3QbIWxu28vaOt5klQhjXVAQXfnXIAbIQgg1ff87yD94iPrM3p956F6FRh/+h4K9E9iRLkiRJUje8qsraVgeLm9pZ1NROscsDQKhWQ2+LiT4WI70tRjLMRuyBADUeH7UeHzUeH80+P2fERzI7JbZTJYo/g0DAxc6d/6Ku/lvCwoYSE30UMTFHY7UO/NU1k4UQtLdvobLqPerrv0VVvSQnn0vfPneh1XY/G97P7C1uvnlhG83VDiaf04/UrCgK1tWSv7aO1jonWp2GgF9Fp4U07w4S176H0RCg8Kwz2ehwEBUVxaRR03BUa8ldXoWiUZhwem+S6hw4N9UTfeFAzAOjcTt8bJhfSs7SSnQGDeNO6032kclough2A36VnKWV7FhVg7PNg8fp77TeEm6g9/A4eo+IJbFPRJfH2JPH6WP+i9uoKWpj0JHJjDw+HWvkL3Wglxc0cOEb65g9MZO7pg/s+hgBD7O+noW7vYrPS4qwzpgDg2fu9/52pb2xgR/fepXC9avpN24ix199I3rjgdWl/quT6RaSJEmSdJBy7S5mbi6kxR/AoCgcEWllanQYU6PDSDMZ/rLT8Xo89Wzb9g/abTkkJszA4dhFu20bAEZDPJFR4zEa4tDpI9DrI9DrIjAa4wkLG9rjNauqj9raL6msegebLRetNoTEhBkkJ5+L1Xpgr+wbKmzMf34rXk+A4y8fRFr2L/WdhRDUlbaTO3c9/s3rSNz6OSIhkpoTTyBfUWhpa2P48OEcf/zxGI3BYLytwcWP7+WhK2llmEWHYVwiMSf3YsfKatZ+VYLb6WPgEUmMPaUXlrB9Bxp2J+BTcdq8ONu9tNY5Kd7SQNn2JgI+FXOont7D4xg6JZWIeMs++zrbvXz17BZaahxMvWQgfUd1HozX5vRx3NPLsZp0fHPdREz6fXO2hRA8tuEx3t3xLq/U1DNhwq1w5C0H3P7d1+H3s2nBV6z+9AOEEEyYdS6jpp+O8ifIif+9yCBZkiRJkg7SrC2F5NpdPNk/jUmRVkJ0v36A2R/NZstl67Yr8PvbyR74FLGxUwHweBtpalpKU9My2to24fM1o6reTvuGhQ6hV6+biYqa2ClYFkKlvv5bioqfwOUqJySkLynJF5CQcCo6nfWA21aa08j3c3IxWnScdM1QYlI67xuw26m7/36av/6G+hEjKBs2jHKHHSEE6enpjB8/ngED9i1R5ilvp/7lrTT6BOvcKqHRJlpqnST1jWDimX2JTQ09mFvYLa/bT3luM0Wb6ind1kggIBgwLoFRJ2Xszqdub3Tx1TNbcLR5OOEfgzs9BPzspo+38NXWar64egJDUiL2WR9QAzyy7mE+zP+Is9pt3JU2HU557qBn0qvMy2XJnBdprCij18gxHHPxPwiP67p6xt+ZDJIlSZIk6SAsa7Zx1tYi7uuTxBWpf4/pdxsavmd77s3o9REMHfIaoaFZ3W4rhEBV3fh8Lfh8bbS3b6W07EXc7ioiwkfTq/c/iYwYTXPzKgqLHsFmyyUkpD+xYdcQnzgFa8SBv6oXqmDjd2Ws/bqYmBQr068ZSkhEsCfY6/VSU1ND+foNlC5ZTJPBQHtkJCoQFhbGsGHDGDZsGFFRUV0eO2D3Uv/cZtAohFwwkJVfFtNS62Tcqb3oNTz2N3sb4Gz3sum7MrYvr0IIQfbEJDKHx7L4zR0EfCrTrx1KQq99a0h/tK6cf32ew41T+3Lj1H17353udm5bcDHL2ndxcWs7N0UMQ3P+Z6A98Fxxn9fDsnfmsHXRAkJjYjnmkivpM2rsr7revzIZJEuSJEnSAVKF4LgNBbT4/awam4XxL/7q2WbPo7LibaprPiUsbChDBr+M0Ri7/x33oqoeqqs/paT0BbzeeszmNFyuckzGJKJDryT3u77UFtuBYI5ubFoosamhxKaFkjIgEoNp38FnboePxW/toCynib6j4znqvP67t3M4HLz26qu0trUBYPR6SUxOJrlfP3r16kVmZmaPE3+IgKDxjRw8Ze3EXTUMQ/KB92ofLu1NLlZ9k0/J2maECqYwLafdMJLoZCs0FcHGt6C9CtxtONqaqK2vI0rrJiIhHSUuG+KzIX4gRPelfvsnXJv3BvlawZ0eI2eNuxUGnXFQAXJjRRnfPP0ITZXljJx+OkfMOg+96X8j97g7MkiWJEmSpAM0r66FK3eU8VxWGrMSuu6h/CMIEcDtrsLtqcPjqcXjqcPjqUNRtFhD+mO1DiAkpBcajRFV9dHQ8D2VVe/R2roOjcZIUuKZ9OnzL7TaXxcUBQJuqqrep65+AWEhUylZOZqijW1YwgyMPCEDoQoaKmw0lNtoqXEgBOiMWvqMiGXA+ESS+kSgaBQaym0seCUHR6uHibP60juyCc+OHfhq6/DV1vItghqjkbGr19BrxAgy7/o3utADS43wt3po+7YY17ZGImf2JWRUAhAc7La+dj3V9mqq7FVU26uptlfjF34mJk/k6NSjGRg9EE0Pk5gIIah31rOrdRcFLQWUt5fjU30ERABVqKhCxeNzUe2spcJWgcvvIswdTb/6MeTHrSU1LpxjXV6OLdlIugqEp+IzhLGpTsWhCeGIgRkYHdVQlwuOBgDy9XquTYilTavn8QEXc+SYG+EgHt6EEOT88D0/vvUqBrOZE665mYyhIw54/78zGSRLkiRJf1mtPj8+IYg1HHwJNYc/QInLw6DQfQdQdcWrqkxam0eIVsOi0f27nBTjj+ByVbJ12+U4HAWdlms0JoRQESKYP6woOiyWXvh9bXi8dZhMqaSknE9S4kz0+ojD1h6fN8DaecXkLKtEo1UYPi2dYVNT9+kt9nkD1Je0U7Cull0b6/G5A4TFmEgdGE3eTzWYrTqmTVfQfPI8zd9vCe6k07Jz1Ci2ZWQw0eFkzJQphB1/3AG1K2D3YltaiX1NNQgIOzqVsKnBknMBNcDs72ezoS4YY+g0OpJCkki0JuIL+NjSsAVVqMSZ4zgq9SiGxw/H6XPS7G6m1dNKs7uZemc9ha2FtHnadp8zyhSFSWtCoyhofC40Hht6r4MkoSHVEEmaNYW06P5EWZNYu/MTFrmq2GYKppP0DctkdNIEludYKK6M5rPZJzE4JQIhBPkt+Swtms/y8h/JsZcRZwjn+WNfJSum62oX3fE4HSx69XnyV68gbfAwTrz2n4RERB7UMf7OfnWQrCjK8cAzgBaYI4R4eK/16cAbQCzQDJwvhKjsWBcAcjo2LRdCnNLTuWSQLEmSJO1pxuZCKtxeVowZgOkgZj0rcrq5OKeEXU4Px8WEcW/vZDItPZcge6OygTt3VfH+kF6HNGnGb6GtfSvbtl2Bqnrp1etmLOZ0jMZ4jMYEdLowhAjgdJVgt+fhsOdjt+eDoiE56Wyio488LDPa7cll8zL/xW3UlbYzcEIiY07pRUi4kdraWlauXEl8fDyDBg0iMrJzIObzBCje0sDOVdVUFbSSElrCUeJhmn9ScTcbiBwYILpvAxVhA3jXdxyDBvZnxqyz95s3LFSBavNiX1eLfUUVwhfAMiKesKlp6PYoq/bSlpd4ceuLXDPkn5ze7wRiLbGdeoxb3C2sqFrB0oqlrKxaicvv2r0uVB9KhCmCaFM0vSN60y+yH30j+9Ivsh/h9sZg2sSWD8DZCOGpMGgGuFqhfic05IGnPXigkFgYdxW1A6ezuG49S8qXsLluGwGCDzlRpiiyorIobC2kzlmHgsLgmMFMTp3M6X1OJ9ZycGkytYUFfPPso7Q31HPEmecz5tSZ/1OVKw7ErwqSleBvVwFwLFAJrAfOEULs2GObT4FvhBBvK4pyDHCJEOKCjnV2IcQBJwLJIFmSJEn6WYHDzZHr8gC4p3cSV6cd2CC6xU3tXL2jFJ2icFZCFO9UN+FTBVekxnJjejzWLipVOPwBxq7ZSd8QI58P6/OnKPFWX/8duTv+icEQy7ChcwgJOfSZ1A6H1non3zy3FXurh2mXZtNreCyqqrJ69WqWLFmCTqfD6w0GfKmpqQwePJiBAwditXaEAWoAvrgS79avcDn7UruoDfR6ku75F6GnnEl73gpe+XQh5kAbl+u/wjj6QjjiRggJVoEQQuDcUId7VwuBNi+BNg+Bdi+owVjGPCiasGkZ6OM6vzlYU72OKxZdjsY5gtaymQxKDmPawASmZcfTPz50n5+1J+Ch0lZJmCGMCGME+q7yfgM+WHIf/PQsKFrofwKMvAR6Hw2aPT5fQgTzjlvKIHkE6H+ZOfCbbdVc+8EGThmtcES2k22N29jZvJO00DQmp0xmUsokYswHP6GHUFU2zp/Hig/fJiQyipOuv43k/t0P1Pxf9muD5PHAvUKI4zq+vwNACPHfPbbJBY4XQlQowU9amxAirGOdDJIlSZKkQ3LPrirerGpkeJiFfIebNeOyiNR3P1msEILny+t5qLiGQVYzbwzOJNVkoM7j44Hiaj6tbSHOoOOWjATGRVjJNBt3TyP9REktj5XW8u2IvowID/m9LrHb6ygvf43CokcJDxvGkCEvYzD8sbOf1Za0Mf+FbSDgpGuGkNArnNbWVubNm0dpaSlZWVmcfPLJeDwetm/fzrZt22hoaEBRFBISEkhJTialbgnRm79CsQ+kfU0h5uHDSX7icfRJSQQCAd555x2qq6u5fMYxxO14HbbPhdgBcNn3CL2V1q+LcKyuQRtpRBdlQhtmRBtuRBtuwJAehiGpc7ghhODTzfk8uGU2fr+efoG7ObpfKkvz69lc0YoQkBZl4Yg+0cRYjURaDESG6ImwGIgPNdE33oq+q7cXrRXw2aVQuS4YGB/1LwhNOKj7+WNePVe/v4mBSWF8ePk4DLrD08PrbGvluxefomTLRvqOmcC0f1yPyfr7D1r8q/i1QfJMggHw7I7vLwDGCiGu3WObD4C1QohnFEWZAcwFYoQQTYqi+IEtgB94WAgxr6fzySBZkiRJAnAHVIb9lMvkqFBuTI9nyvp8Lk+N5f/6JHe5vSMQ4Ka8Cr6qb+X0uAieGJCGZa8AZ1Obg3/vqmKzzQmAXlHobTHSz2JgSVM7R0WF8/rgzN/82vakqh6czjLc7ipc7grcrkrs9jyaW1YRF3ciA7Me+9WD7X6t4i0NfP/6dswReo69bACmMA3l5eUsWLAAIQQnnHACw4YN26dHtq6uju2bNlG6Ywe1rS34tMEHHKPHQ7jZQnhmBharFYvFQnt7O7m5ucyYMYMhQ4YED1D0A7w3E9H7eJrUf+Pe0Yz1yGTCj8/c7zTQOZVt3DlvG4U8i85ayM3Zz3HxqCN2t7He5mbJznq+z61lS0UrrS4fe4dEJr2GIckRDE8Lfo1IiySuZil88Y9gr/gpzwZTKw7Su6tL+c9XuWQlhvHWJWOIDd3/TIQHonz7Nr59/nHcdhtHXXg5Q4894U/xRuTPrKcgufvH8YNzC/C8oigXA8uBKiDQsS5dCFGlKEov4AdFUXKEEEV7NfAK4AqAtLS0w9QkSZIk6a9sfkMrrf4AFyRFk2U1c1ZiFG9WNnJpcgzp5s5BhcMf4JxtxWxoc3BP7ySuSu26Bu6I8BDmj+xLrt1FnsNNvsNNnt3JuqYKREDLRaatwMEHyUKIQwpG2tu3sXXbP/B663cv02iMmEwpZGbeSGbGNSg9VFo4nBobG9m6ZRsFOwtxu734fD78fj+BgB9VBBDRAUDw6luLd++TkpLCjBkzuqxTHGhthTffIvn990ny+VBMKv7R2bQdeTqNFgvtTid2p5P6xkYcDgd+v59x48b9EiAD9D6GwJTHaZrvwyuaCJ/em9CJXT8k7and7WP2O+vxhSxDF5HH7aP/xfkDJ3baJi7UxDlj0jhnTDDuUFVBu9tHa1M9ho2vYSpfRr0aSnFbGDtWh7JwZQSVmlJm6xbQYB2A+7TXSe0z6KDucUAV/PfbncxZWcLUrDieOXs4IcZfH4oJIdi84CuWvvs6kQlJnHHH/xGb/vs+7P0dHchPpgpI3eP7lI5luwkhqoEZAIqiWIEzhBCtHeuqOv4sVhRlKTAcKNpr/1eBVyHYk3wI1yFJkiT9zbxb3USm2UCWyKWx0cltmROZV9fCf4treDk7Y/d2zoDK+TnFbGx38Ep2BifHRfR4XI2iMDjUwuBQC6rqIWf7vTQGlhBqzcZWkUtdWDTx8dMPqI1CCGpq57Jr10OoqgedzopWG4JOZ0WjsRIddQLJyWei1/8yjXUgEKC1tZWKyq9oanoUIayEhFxHv35HYA3JwGCI/t0C47a2NrZv38727dupqakBATpfKIrQodMaMBtDMFqNWEKMJPWOxmwxYTAYMBqNWCwWevfujVbbOb9bdbtpfvddml59FdXuIHx0CpHhmzAdfxnKiQ93OzOc3+9Hp+sclvib3TSuGYIfO1H6h7FYzgEu6PGaVKHyf9+uookNWCO/4aiUozgv69z93guNu4WINS8SsfaV4EC75FFEeRsY4N7Kidq2YOkC4FvTSdzUOAvPnDIGJDQzJSuO9OgQ4sNMxIUaiQ8zEWnR7/PQ5PIGuPHjzSzMrePiCRncPX0g2v30hh8Iv8/H4jkvkLt0MX1Gj+OEa27GYD6wai5Szw4kSF4P9FUUJZNgcHw20OnTpihKDNAshFCBOwhWukBRlEjAKYTwdGxzBPDoYWy/JEmS9Belqh4UxdBlD2yBw82aNge3JAXYuvUSIMCI4R/wj9Rkni6r4x+pToaHWXAFVC7KKWZtq4MXBqbvEyALIRDCi0az7+tsVfWQk3MtjU0/0L/ffSQmzmTLlovI3XErBmM8kRGje2y/z9dKXt5d1DcsICJ8NGHhQwn4HXh97TQ0VOB05NPWtpatW5+jqGgsHk8ier0ep9NBUnIumZmbsNliyM+bgtvdyk+rljNhgp8RI8IwGg/99XtBQQHFxcVkZ2eTkpKyz/1VVZXCwkLWrl1LUVGwz8qshBPS3ovk2EwmnzuIuIww9MaDq4ohWitpe+ZWGr7JwW8LYE1yE3tEO6aIKhh1KfQQIAP7BMjObQ20zitECIidPQTjT0b45iaI6gUZRwQ38thwF3zHFzveZ52viTKthlJfOz7hx5wMcZZE7h/3H5SGPKjeAjVbwF4P5kiwRIE5KvhnQx6sew28dhh4Khx5KyQM/qUxXge014BQOTG2H0NbXSzcXst3ubW8uLRonzQNnUYhzKwnzKQj1KQn1KSjrt1NSaOD/5w8kEuOODy9vPaWZr564kFqduUzfuY5jD/jHFm94jA60BJwJwJPE3yOekMI8aCiKPcBG4QQX3XkLf8XEATTLa7pCIwnAK8AKqABnhZCvN7TuWROsiRJfwUNXh8ROt3uQV8Ho9XnR0CPA9D+rvx+B42NS6ip+Ybm5uWo7jT81f9Go0Sj1WrQ6BSS+kTwQUyAN6saeUG5kVijDiFU1ICbrBFfcuSmOvqFGPlwSG8u2V7C0mYbz+4x8YfP10ZzyyqampbR1LQcn6+F6OjJJCScRkz0MWi1RlTVw7aca2hq+pH+/e8nJfncjn1b2bBxFl5vE6NGfkpISO8ur6O5+Sd27LwVr7eRXr1uJj1tNoqipaioiPnz59Pc3Ex29kASE8vxeD8EWlED4/B4jsdsXgLKCqzWyWQNeJTQ0GiKiopYuXIlpaWlmM1mxowZw7hx4zCbzV2evzv19fW89tpr+Hw+AKKiohg6dChDhgzBbDazdetW1q5ZS3NLM2aThWh9Os5iK2HWcMbP6EO/0fH7zfXdh6rCprdoePQBGrcZMSUYiDtlICGjR0F0H4jpFxx8d4DpKKrTR8uXRbi2NqBPsRJ1Vn/0sZZgSbU5U8HZBJNuxlW4mE+bt/BmaAiNOi3pAch0O0nz+0n1BUgLSWKwLpTQ2lz4uZyb3hIcYOdqBXcrCLXjrEowt3jSLcEZ7g6C2xegweahrt1NXbuHepubepuHdpcPm9uPze2j3e3HH1C57pi+TB0Yf1DH705tYQFfPv4AHqeT46+5iX5jjzgsx/1fIycTkSRJOoyq3F4mrt1JH4uJV7Iz6LWf2rt7avL6mbYhnzqvj8mRYcyIj+D4mHBCuihJ9nfS3LyKquqPaGz8AVV143dHYK8eTHj6OlS/lZZtt+FpT8LvDWBz+Hj29AiG6rdyo/ZFRo+ai99vZ8PGM4iIGMuWmEe5Y1c1WSEmdjrcPDkglXMTo2loWERZ+Wu0tW0GVHS6MKKiJmIwxFBf/x1ebz1arZX4uBNxe2pobl7RKUD+mctVwfoNZ6DVmhk1ai7GjqoSfr8Nuz2f+obvqKh4C4slk+yBTxIWNhibzcbChQvZvn07UVFRnHTSSfTu3btjPzslpc9TUfEWQvgBQUb6VfTqdfM+aRUVFRWsXLmS/Px84uPjueyyyzAYDAd0jz0eD6+++iput5tLLrmE8vJytm7dSllZGQAKWgQBdN5QzM5kjO4YdHodw49NY8Rx6QfdcwwEp1b+6nqaF22mblM44dOnkfjoU516M1WnD8WsO6CcbVdeMy1zC1AdfsKmpBF6VCqKdo/9mopwzjmGT/UB3oyMpEkDYyL6c+XoWxidNI5Xv13L6pWLuGeEi0zXTvC7IWEIJA2DxGEQ0/eX8myqGgyUXS2gM0H4/nOd/yw8TievXz8bvcnMabfeJfOPfwUZJEuSJB1Gt+VX8GFNM1atBq8QPN4/ldPj9z+DVUAIzt9WzKoWO+clRfN9YxtVHh9mjYbjY8I4PjacMeEhJBq7Dooq3F7WtNoxaBROiY34y4xaLyt/jcLCh9HronE3jqFy0yAsxmEcc+FATFHlbN16OarqYvCgF4mMGM/Ty/J5BDf/CjzAMeZ/MHjCVBRFoarqQ/Ly7yIt42Yurj+GIpeHR/ulcH5iKLsKH6Gy8m0slt7ExR1PdNSRhIUNQ6MJ9tYLEaC5ZTW1tfNoaPieQMDRZYD8s/b2bWzcdC5mcypmUwp2ex5uT/Xu9clJ59C3751otRZsNhsvvvgiXq+XiRMnMnHiRPT6fevqOhzFlJQ+R3TUJBITe66IUFBQwAcffEB2djYzZ87c/4QaQjB37lxyc3O58MILyczMxO8LkLu8mrULd9IaqMIUCekJ/UhJSSYsxky4cysR7i0Ypv6zc13fA6GqsPp5+PFB2sosVK8wYZ0yhZRnnkbZI23CsaGWls93YUgOJXx6L4zpXU/Q4m900f5DOc5N9ejiLUSd2R9D8r5ly2xeGxd8czZFtnLGJo7lqqFXMTJ+JACF9TZOfGYlxw9K4Nlzhh/c9fzFrPrkfdbM/ZDz//s08b3+2NrZf3W/R3ULSZKk/wmVbi8f1jRzTmIUN6bHc9WOMq7aUcbKFhv3903Zp+TYnp4qrePHZhuP9kvhwuQYHuybzLo2B5/XtfB1fStf1LcCkGzUMyo8hFFhIZi0CmtbHaxutVPl8e0+1lexrTw1II2wP3EPtBAqhYUPU17xOhbdFHK/OgufW8PoEzMZflwaWq0GGMToUXPZsvVStmy9lKwBD/KtzkK8DzJKj2bFBi0VW3M46rz+JCWdTWvrespLn+bZrJG0GwYyztLKho2zsdlySE29hD69b0Oj2fchQ1G0REdNJDpqIoGAE7e7lpCQXrvXt9Q6WPtlMQm9w8kYEkNE3BAGDXqGvLw7AQiPGElyyHlYrf2xhmZhMv5SE3fjxo24XC6uuOIKkpKSur0fISG9GJT91AHdu379+jF16lQWL15MUlISRxzR86v09evXs337dqZMmUJaajo5SyvZuKAUR5uX5P6xnHzyGBL7RAQ3biyEhdfCru+D3xvUYJ3fg7H2ZVh0N3bNRKp/KsMyZiTJTz6xO0AWQmBbWkH7wjIM6WH4W9w0vLQV85AYwo/PRBcVLGnnrbRhW1aJa3sjqgI7Us20DI8hzeUmrVlDUoSZFqeXLeWtbCpvYl7N/diUSozNs4kNPYbW5jjcUQEMWg13fJ6DxajlnpMPLl3ir8bZ3sbG+fPoN26iDJB/Y7InWZIk6SD83Iu8elwWKSYDflXwaEkNz5bXMyDExAsD08m27ptH+mNTO+duK+aM+Eiey0rbp2fQpwq2211saHOwod3BhjbH7qA41qBjXLiVsREhjI+wsqLZxv3F1aSZDMwZlNnl+X4Nl6uC3B03Ex83neTk83b3xh4MVfWyY+ft1NV9RWzUuax69Shi08OZclEWkQn7TtTh87WTk3MVua0V3Ko8y7VRldw5+CS2/VDBmi+LCQk3MOuO0eiMXtZvOB2/v41evW6msPC/gMLArEeIjZ3Wc6OEgOpNkDsP6nIhcSikjUdNHs3c54poLLehdszcFplgIWNIDL2HxxGfuUfvp60O8r6GQTPBHIHf7+fpp58mISGB888//6DvU8/NFXz22Wfs2LGD8847jz59ug6IKisreeONN+jduzdnzjyL+S9so6qglcTe4Yw5pRcp/TvecnhssPwxWP1iML3gqH9B7TbI+RQu+hoyJnZ5/H00FsLLR+DUj6H8w0qMvXqR9s7baDsmrBCq2D3ph2VYLJEz+yFUgX15JbZllQhVYB2biK/Wgae4DcWkpSDRxD9LamnXgF/9JS7RaZTd35vjv0EXtZIhpssI801ieUEDDm8Ak17DgIQwtlS08tjMIcwaldpls/8ufnz7NTZ/9zUXP/EiUUkpf3Rz/vJkuoUkSdJhUOH2MmHNTs5NjOKR/p3/I/6xqZ1rd5bT7PNzdmIUt2cmkmAMvnKvdHuZtiGfOIOeb0f267G3eU/Vbi8eVZBh3rcCxNpWO1fkltLmD/BwvxTOTow+PBcJbMu5hoaG7wCwhvSnX797iYwc02mbQMBJff131DcsRK8Lwxo6kFBrFlZrFoqiJSfnGppbVtK71y3kL5pI6fZmzr9vHCHh3edvq6qXGzd8zeeOTDZPGERsR9pJTVEb857YRPrgaE64cjAORwHrN8xAVd2EhQ5h0KBnMZu7CYyEgKpNsOML2PEltJaDRgfRfaFpF6h+tjhOZpXtUo4dsZmE4YMpae1LaW4r1QWtqKrg5OuHkpbsglXPwqa3f8lzvWAeOcXVzJ07l3PPPZd+/fodnh/AHrxeL3PmzKG9rY0rkvOJMitw8jNgCgbuTqeTV155BYDLZ1/B0ncKKdvexDEXZDFgfAKKUINVHYqWwPrXwV4Lw86DKf+B0Hjw2OGVI8HngitX7p7+uVtqAN44Hm/JLkq+j0UXFU36B++ji+6YNtqv0vxxPq6cRqyTkgk/ofOkH4E2D23fl+HcVIcm1EDoxGQ2RWq5+INNnDwkiafOGkZNm4vyJidlzU7Km51EWvTY9D/xVsGjnJd1Hv8aE+z19vgDrC1uZsnOOpbk1TMgIYzXLhz5l0lDOhTtDfW8ceMVZE06huOuvP6Pbs7fggySJUmSDoNb8yv4uKMXOdm07yv9Vp+fp8rqeKOyEZ2icHVaLJenxHLutmIKHG4WjupHb8vhmzmtwevjytwyVrXaOSk2nHHhVjLMBjItRlJNBowdg6c8qkqbL0CbP4CiQJ8e2tDauoGNm84iNeNGIqz92LXrAdyeauLjT6FP79twucqpqZlLfcN3BAIOTKZkVNWL19uw+xhabbD+8IABD6HzTuPT/25g1IkZjD2lV7fnBSh0upmyPp/psRG8MDC907qtSypY+ekuJszow/BpaTQ2/ojNvoP0tMu7TK8IXkwFfH19cNY2jR56HQXZp0H/E4Nlv7wO2nM38OEcL8lh5ZwUcjeK3wEGK/Q+Bk/mdD76LJ5wfR2nGa8BBAw9G9ImwPybITKTObqLcHp8XHvttWh+i9JbQtD809u8uiifMOxcxOc0hA+hYuA/qGhyUl5ejs/n45JLLiX3uxYKN9QzeWYKg6LXQeESKP4xODANBdInwLH3Qcpe8UDN1mDViN7HwDkf9VyFYtWzsOhuqmtPon31DnrN/wZDSrA3M2Dz0vxhHp7iNsJPzCT0yODynMo2MmNDsO4xaUbA7kVj0lHS4uTUF1aRGmlh7lUTMBv2TR/aULuByxddztiEsTw/5Xl0h/Bm4+/iu5eeJm/VMi59+lXCYmL/6Ob8LcicZEmSDsnKFhsDQszEGP7YfypUj4eW997DU7CLyAsvwJyd/ZucR4gAtXVfExU1cXdFg59VuL18WNPE+UkxXQbIABF6Hf/XJ5lLk2N4sLiGJ0rreL68Ho8qeH1QxmENkAFiDXo+Htqbx0treb2ygfkNbbvXaQiWmHMEArjVzp0hY8NDuCE9nqOjQjv1ugmh8nXe23ymuYtN5cN5vH8aM8d9T2nZy5SXv0pd3deA6KgQcRKJiWcQHh7sufN4GrDbd2K376TUVkN2whTiYybx5dObMVn1DD+259lUA0Jw044SzAEP97R8B+KKTsHakGNSqClsZfW8IuIzw0jqezQxMUd3fTAhYPO78N2dwRJfx/0Xhp0TrI2752Z6Cz8uC0PRtzP51vNQQs+D0hWQNx/yF2Dc+RVDxKn81HQxDZOuI/akSyCi4zoiUql+/1oq/XUcN3ncbxMg2+rg6xuIKljAzNjjeb9xII+Jy6ENWL2FmHALWVlZDB48mF3LbBRuqGf8oGIGrbsgWO/XGg/9joc+U6HX0d33EicOhWkPwILbYM1LMP7qrrdryIcfHsAbO5W2T7cRdf75GFJSEELg3FRP6zfFCF+AqLP6YxkeB8Dm8hZOf/En4kKN3HliFqcOS0JRFLRWAza3jyve3Yheq+HVC0d2GSBX2Cq4aelNpFhTeHTyo//TAXJTZQU7lv3AiBNPlgHy70T2JEuStA+/Kri7sIo3qxqJ1Gm5v28yZ8RH/qrXmDvtLj6pbSbFZOCylAP7B14Ige2776h//Al8VVUoZjPC5SLsxBOIveEGDOnp+z/IQSgrf438wkcx6SPIynqY2Jgpu9fdklfBJ7XNrBmXRVI3QfLeNrQ5eLSkhrHhVv6ZmbD/HX4FIQRNvgClLg8lHV8NXj+hWi3hOi3h+uCf9V4fr1Q0UO3xMSTUzI3p8UyLDmdRUxvPFOWxxWUiVBMg2RxCkdPDx0N7MyHSitNZRlX1B4RaBxIbOw2tdt88aFUIXiiv5+GSGk6ICeceJYyvn9vKxFl9GTqlhzxRVWXO+kXc5Yzn2byHOLNuIWTPgNNeBP0v5/G4/Hz60Hp83gBn/XsMlrAufg5tVcHe48LFkDEJTn0eIjO6PO3On6r54Z08Jp/Tj0GT98rtVFWo3oynbAtvf9KbjMExTJvdeQriee+/Ru6uUm4O+w7zJXM7n8fvDfbgWuMOrD5wwA/2OmivBls1NBfDqmfA64Qp98C4q8jJ3UF9fT2pkQZSfvo3lqYcxLEPsrrsCDYva2Jk6DzGhbwD2afDhOsgaTgoCr66eppeew1fbQ3JjzyCJmTfnHCEgI/OhV2LYPai4L57t++NadBcQnXdKbT/sJw+ixeBzkrL54V4ClowpIcReUZf9HG/zPZ2+TsbWFfSTHq0hW2VbYzOiOTeU7LJSgjjinc38mN+Pe9dNpbxvX8J4P2qn411G1lctpjvy77Hr/r54KQPSA87vL/vfzVfPfkQpVs3M/u5OVjCwv/o5vxtyHQLSZIOWKvPzxW5pSxvsXNxcgw5Nicb251MiQrj0f4p3faidqXF5+eLuhY+qm1mm821e/kLWWmc0THxQ3dcW7dS9/AjuDZvxti/P/G334Zp8GCa3niD5rfeRvh8RMw8g+hLL0UxGhFuN6rbg/B6UAxGTP0PLj/U4Sjim3WXcBtPkKqpY1JgPmckxDO8/21UerUcsXYnFyTF8N9+f/2BMl5V5bPaFp4rr6PE5SVEq8ERUImjiVMNa7h9zG0EUJi+aReNXj/zR/bbby3oFp+f63eWs6ipnQEhJvIcbmYV+Rld4uW8e8eh1XfT01q9hbLv/8tRKTcy3l3K+0P7oZQth8X/F6xte/YHEPZLxYjGShufPbKRhF7hnHLDMDQ/57v6vcF84SX3g+qDqf8Ho2dDNz28jjYPH/7fWqKSQjj95hE9TqCxam4hW5dUcP594wiLCQbtDoeDJ598kuH9Ujmx+FFaPRdgjPFi0f6AYq8CR0f6SfYMmPEqaPctCQeArRY+uQgq1+0xsUWHlNFw6osQ28Vn2WOn6b3b2bo9jJ2uYxlsWcCkI9pQjrxl9/a++nqa5syh9aOPEYEACIF10iRSXni+U5m23ZzN8PJEQCHQ/zy8mqF43Ul4G7T4qxvQeErRxMbTvmo1lmH9sB41hfbF5aAKwo7PwDo+qdN9LKizMe2p5dwwpS83TOnLJxsqeHRhPq1OL8PTItlY1sK9Jw/k4o7Z59bXrufLwi9ZWrmUNk8bJq2JickTuWzwZQyKGbRve/+H1Bbt4v07b2L8zHOYMOu8P7o5fysySJYkabeAELxb3USaycC4CGunQWTFTg8XbCum3O3lsf7BwWABIXijspGHimvQKnB37yQuSIpG00PvWJXbyyMlNcyra8UrBNlWE2cnRHNKXARX7ihlU7uTL4b1YUR4Fz1aQNPrb1D/2GNoY2KIu/EGwk8/HUX7y6tYf0MDjS+9TMsnn4Df3+UxQiZMIO7WWzBlZe33nggRYMPGs/jQ3p8PxCz6W4zkOz0YhIcJuhw01lGsbFdYPbYPMVoXfl8b/oCdEEtvdLp9a7nuSVX9KIpmn0kj/gz8quDrhla+b2xjhFhHev2/GT38XSIjxwFQ6vJw4sYCInU6vhnZt9sZAje1Obg8t5R6r5//65PExckxnLYij41eN6+GxHDS+C56kdUAfH8XYs1LzBz+HFvDBrJsbDbJP6ek5H0Lc2eDMRTO+QCSR+7edceqan58N4/hx6Yx/rQMlJxPYelDwUF5GZOCA9uiu54p72ffvZpD6bYmzrprNJEJIXi9XgoKCsjKykKr7fza39bs5r27VjPoqGQmnRkMQFesWMGSJUu46sqr0HxRjKcs+DnU6tsJTS0kpI8HxdsKa16AfifArLdAv1e6TVMR4p0ZqHYvyujz0MQkQVgyhCYGHwws0fv0Qvu8AYo21pO7opra4jY0GpVBaSVMvOxolNhg9QtfXR3Nb7xJy0cfIfx+wk89lZirrsS+YgV1991P5LnnEn/3XV2+GXKvXkvL/DoC/p9TU/zoNeXolXIClj542iMQwozSUVfZ2CeCyNP7oIve983CzZ9s4bvttay6/RgiQ4IP121OH08tLuCd1aXMHJnCI2cMQVEUFpYu5NZlt2LVW5mcOpmpaVOZkDwBs+7wVm75KxJC8NkD/6a+rJTZz87BaLHsfyfpgMkgWZKk3RY1tnFBTgkABkVhdHgIk6NCSTTquXtXFRoF3hyUydiIzsFfmcvDrfkVLG+x09di5JLkGM5MiMK6R51euz/Ac+X1vFJRjwDOS4zmnMQoBof+8o96k9fPCRsLcKsq343st0/qgqekhJJTTiVk0iSSHn0UrTUYSAf/rVJRlF/O5y0vx75iBYpOj8ZkRDGaUExGvCWlNL38MoH2dsJPOZnY669Hn9z9bFo/T3bxsPkDNPoIvhvZjy02F2+W5vJNkx8nZo7jey4Ur3TaT6MxERt7LAnxpxIVNRGNJthbGAg4aWxaSn39dzQ1/UhExBiGDH6p+wFmfzCPt5HVq6cQGTmOoUM6X+PaVjuzthQxOjyED4f2wrBHz2ytx8dntc08UlJLglHPq9kZDA+zEPCrvPrgGp4aZyY23MT3o/p1nlEw4Id5V0HOJ7w77hFuNY7jsf4pXJDUOQ+c2u3w4TngqIeJN0FkZjB9wRrPjwu87FjTTEboTo4xP4w5KSNYsaHPlG7TG1RVUFXQQt7qGgrW1jHutF6MPD4DgK+//pqNGzcycuRIpk+fvk8AufjNHRRtaeCihyagN2l45plniI6O5tToSdhXVhFxeh+04UZsS8rxVtjQhhmwHpmCrnEFgQ1foEYORe01g4BLoNp9BFptqC2tqMJKMIMcFKMWbbgRbYQRXbgRXawZQ1oo+iQrLQ0ucldWU7C2Fo/TT0KcmYG9wojWKBhizYRNScaxYgWtn36GfflyAMJPOYWYq67slJZU98ijNL/5JnH/up3oiy/udI3+Fjf1z21GE6InZFQsBmsjhkAuSsNWsNfjybqe4rMuImr25URfdhWq048+MaTLYLuyxclRjy3logkZ3D1937rFzQ4vkRY9iqKwuno1Vy+5msExg3l56stY9DII3NPaLz5h5UfvMOWyqxk27cQ/ujl/OzJIliRptxt3lvNtYysvDcxgZYuN5S02cu1uAAaEmHh7cCbp5q5frQshmFffyssV9Wy1ubBqNZyZEMWFydGsb3PwSHEtjT4/Z8RHckevRFK6Sc3Ic7g4aeMuepuNzBvRd3dvthCCissuo65gF+Z3HiPKVIPDsRO7PQ+bfSeBgJ3Q0MFEhI8kPHwE4eEjMBi6HowUaG+n6bXXaH77HQCiLryAmGuvRWPq3JvncBSxbv10AuEncH7rhdzZK5Hr0+N3r293tzCv8EuG6esINYSg04ej14Wj0Rppbl5FXd18/P5W9Poo4uJOxOttoKlpGarqRq+PIiJiFA0N3xMfN53s7Kf+lD3KeXl3UV3zKePGfofFsu/0tp/VNnPtznLOSoji6KhQfmq1s6rFTpHLA8C06DCezUojoqOnOWdpJcs/KiDhiv5c29bArIRIns3qCNQCPph7Gez4kqqjH2CyMplhoRY+Hda765x3RyN8enFwQN0ehIBtzpP4yX4xJouGqZcNI3VgzL77A01VdvLX1lKwrg5HqweDSUv/sQkccWZftFoNlZWVzJkzh6ioKJqbm5kyZQqTJk3qdIzGShsfP7Cecaf1wpzm5JNPPuG0kccRs8qPdUISEaf07miXwFPYSvsP5XhL2jsdQ9G40UaEodF70DatQ6P3oBl2Atq4BIRXJdDmwd/mIdDmIdDqQbUH62QLoM0vaBWC8GgTkQEBjuA6xahBeFS8hfPwbP8WbWwMEafPIGLWTAyp+/bgC1Wl6sabsC1aRPKzzxB27LHB5X6V+pe34m9wEXfdcPQx+/bgVt54E44VK+i9eBG6yJ5nmPzPl9v5YF05y287msTw7nuDcxtzuXThpSRZk3jr+LcIN8pc2z2VbN7A54/8HwMmHMmJ193yty5v90eRQbIkSUBwwoohq7YzJTqM5/cosdXg9bHd5mJMeEjnHr8ebGp38EZlI1/VB1MqIFg14T99khgR1nUaxZ6+b2zjopwSpsdG8Gp2Ok2+AF/8uJKvdpWxaeAgAoqWWFHHECWH0aZGxofpiTQYaWvbgs22HSGCQUJo6GCGDH4Jkymx62uurqbh2edomzcP0+DBpDz/PPr44Mh7IQJs3HgWDmcxeWlz+U9JGyvHDuixRNreVNVLU9Nyauu+pLFxMTpdBHFxxxEXewIREaNQFC2lZa9QVPQoKckX0K/ff/5U/9G1tW1hw8ZZpKRcQP9+93S73SPFNTxVVgdAqFbDuAgrEyKsHBFpZbDVjKIoCFWQt6aGVZ8VEpNi5dSbhvNoSS1PldXxXFYas2JCEJ9eTFF5DkvG38dHpoGUurwsHdO/2wczIBgRe9rBXt/xVRf8MySGxrCpfP9mHi21ToYfm8aYkzNpqXNSW9RGTWErNUVt2Fs8aDQKadlR9BubQOaQGHQdlRRUVeXVV1/F4XBwzTXXMH/+fHJycpgxYwZDhgzp1Iyvnt1CU6UdsnbR2tjCGa2jMWdGEHPJIBTtvj9TX60DERBorXo0Zd+izJsNUb2gpRSi+8D5czvlW/+spdZBzrIqStbUYvUFSAg3kBhuwGj3gVbB1CscY58IFKOd6hsuR9/3HLSxAwgdrxI+/ciu8433oLrdlF10EZ78AtLfeRvzkCG0fLELx9paoi/Iwpy978OGOz+fklNPI/qqK4m74YYej99o93DEwz9w6rAkHp05tNvtStpKuGjBRVj0Ft454R3iLHE9Hvd/TUttNe/feRNhMXGcc/9j6I2HtzqOFCSDZEmSAFjRbGPW1iLeGJTBibERh+WYDV4f8+paSTHpOT4m/KACwBfK67m/qJoBISYKHG5UIMnexPCQFfQOSyVPO4bVNoEtoKIBjosJZ86gDFA92GzbaW3dQGnZSxiNcYwc8SEGQ9c9iQC2xYupuu12tCEhpLzwPOYhQygrn0Nh4X/JHvgk19Rk0+D1s3zsgEO+F6rqRVF0+/QWCyEoLHqY8vI5ZGbeQK/MP8ckAA5HMRs3nYVWG8KY0V+g13ffO6gKwfyGNlJMBgZbzej2GuhWW9zGio8LqC+zkdArjCkXDyQizoJfFczcUsg2m5OZ7etZpk2kzBxMfelnMXFrZgInx0X8quvweQOs+nQXuSuqUTTBYB0gJNxAYp8IkvpG0GdkHObQfd9srF27lgULFjBz5kwGDRqE3+/n3XffpbKykgsuuICMjIzd225bvYv58xbhMdczRunHiJB+xF09FI2lm0F5eytYCB9fEKwcce5HnUrSqaqgbHsTOT9WULGzBY1OoffwOAYdmURin4jdDyEAikbBU1JC+YUXIQIBUl56nbb5baDXEH/dcDSm/ZdJ8zc1UXrW2QTa2gg7+UoCzr6ETk4h/IR93yQAVF53HY7Va+izZDHa8J57ex9fmM8LSwtZfPNkesd2nbNf66jlwgUX4gl4eOeEd/4nK1d43S42zp9HQu9+ZAwd0enfTq/bxQf//ieO1hbO/+9ThMf9ttVx/pfJIFmSJABuz6/gk9oWcicOOuBZ3/YnYLPR8MyzWMaO2f3q9kAJIbhjVxVrWu1Myt/O6HfnEHtngIDeybix36PTheBTBZvbHcyrb+WNqsZ9KmO0tK5ny5aLsVgyGTH8ffT67v8Dd+cXUHn11Xic9WjvmUyNeQlRUZNI7v88Q37K5Yb0eG7v1XWP9K8lhGDnztupqZ1Lv37/ITXlwt/kPHsKBNxotV33Pnk8dWzYOItAwMWokZ90mWZxIBytHlZ/UUT+2lpCwg2Mn9GHfmPiO/2HX+1yM3XVRlxomGT0ckyvbI6JCiWtp97jQ1CyrZHKvGbi0sNI7B1OaLSpx4c2m83G888/T3JyMhdccMHubV0uF6+//jp2u53LLrsMt9vNypUryc/PR0FLX38SR+j6kXT1yE7lzg6IvQHMEZ2qXexYVc3GBaW0N7oJiTAy6MgkBk5M7rrEHXQKkNPffgtj3754SttoeHUb5uwYos4d0Ln+tS+AfXUN3io7xt7hmPpHoQs34i0vp/6JOQjDZALNJSie5UScNQvr0cfgr63BU1iEp7AQz65d2BYuJObaa4m99poeL8/m9jHh4R+Y1DeGF88b2eU23oCXs745ixpHDW8c9wYDo/fNWf67a6mp4svHH6SpshyA6JQ0Rk4/jayJR6PV6fjmqYfZtW41M+78PzKGDN/P0aRfQwbJkiShCsGwn3IZEx7CnEGHFhDtzb1jB5U33oSvvBx9Sgq9v1+IcgiTKrh37qTkjJmIG4ZS03ctg7KfIT5++j7tn7o+H48qWD52ANo9goCmphVs3XYFoaEDGT7s7W4rTtjt+ZQVvUJd3dcInYq1PZVhx3/C3GYtN+dXsGhUv06DDA83VfWTs/0aGhuXMDDrMRITT9/vPkKIg07PUFUveXl3UVv3FakpF5KRcS16fdju9T5fO5s2nY3LXcmI4e8TFjb4oK8FwN7i5qP71+HzBhg2NY2Rx6dj6KoXc8WTtC99HMPxD2Iafckhneu3MHfuXHbs2MFVV11FTEzntxAtLS3MmTMHr9eLz+fDbDYzZswYEvKshJa5qesbyfCLB6L5lQ+bxZsbWPBKDvGZYQybmkbmsBi0PRyzqwD5Z7ZlFbQtKCXilN5YJyQhAiqODXW0LylHbfeiCdGhOoJVOHTxFkz9o3DnNqK6/ehjdtL2xcf4yss7n1BR0KelYhk2jPi770Zr7bmay8vLinh4QR5fXzuRwSldP7C+t+M9Hln/CM8d8xxHpR51YDfqL0aoarf/FhZtXMu3zz2BRqfjxGtuxtnexsZvvqChvBRLeARJ/bIoXL+aI8+7hNGnnPE7t/x/j5xxT5IkNrQ5qPf6OekwpFkIIWj9+GPqHvov2shIoi67lObX38Cx6ieskyYe3LFUldr/uw8Sw2gYkEdE6Fji4k7aZzuNovDPzAQu217KvLqWTr3J0dGTGDzoWXK2X8PWbVcwbOgbaLUmAgEX7bbttLdtprFpKa2ta9FoTCSmzMT0tQv3mwtxBVYyv88wUk0GBll/23JTGo2OQdnPsGXrpezYeQtOVym9Mm/ocjCfy1XFjp234PO1Mnz4u/vMANgdv99GTs41NLesIjJyAuUVb1BT+zmZmTeQnHQOQvjZtu0KHM5ihg19/ZADZICf5hbi96mceedoopO6CZ6qN8OPDxI2YDqMuviQz3U4qU4fBWtzycnJ4cgjj9wnQAaIjIzkvPPO47vvviMrK4sRI0YgKl00LsyhNdrMmvX1lLd6mTY7m5DwQ+sRb2twsuSdncSlh3L6zSM61ZJufOkl3Dt2oouNRRcXhy42Fo3VSt0DDyACAdLeerNTgAxgnZSCp6Sd1vnFCJ+KY10N/iY3hrRQws/ujyEzHH+9E3d+C+78ZuyrqkBA7BWDMWaMJ+YfF+Ncuxbnho0Y0lIx9OmDsVcvNOYD+71w+wK8vrKESX1jug2Q7V47r257lbGJY5mcMvmQ7tufXc2ufD6+93aiU9LJHD6KzOGjSOwbLB24+rMPWTP3I+J79eGUm+8kLDaYhz3wyGMoz9nKhvlfULh+Nf3HT2LUyTP+yMuQkD3JkvQ/4z+7gjPo5U4cROgBDs7rSsDuoPaee2j/9tuOMm2PoA0JYddRR2MZOYKU5547qOO1fPQxtffei+/pUTQa1zJm9NdYrf273Lan3mSA2tqvyN1xM6Ghwde3dnseQgQAMJszSEo6k+SkM9HrIxFCUDLjDNoDAU65+T4uSYnh//p0XybucFJVD3n591BT8xmxsdMYmPU4Ot0vgx3r6r4hL/8uhBAIEcBiSe9IJYno8bhuTy1bt16Gw1HIgAEPkpQ4E5ttB7t2PUhL6xoslj4YjXG0tKxmUPbT+/TWH4yq/BbmPbWZ0dMzGTO9mzcTXie8ciR4HXDVKrD0PIHMb8Fms1FWVoZOp8NgMKALKNi/KmVh23pUHVx16RVYUiL2exzV7afu6U0oOg1x1w+nYFM9y97Px2DWcdzl2ST17bnaw978vgBzH92IrcnNmXeO3j1JCYB9xQoqLr8CXWIiqtOJ2vbLdOPaqCjS3noTU7+uJ8sJOHzUP7uZQJsHfYKFsGkZmLKiunwboXr8qE4/usjDMyDsqUUFPLNkFx9fMY6xvbquOvP85ud5ZdsrfHTSR2TH/DbTy//RPr3/ThrKSolKTqW6YCdCVTFZQwmNjqGhrIRBRx/LlEuvQmfoOp3G1tRISEQkGu2h/zstHTjZkyxJ/+OEEMxvbOXIqNBDDpCFqtL+7QIann4aX3U1sTfdRPTls3e/UoyYcTpNb76Fr65+d/WI/XGsWUPdgw+iPXEQ1YY1pCZf2G2ADD33JgMkJJyCqnooKXkWsyWD9LR/EB4+nLCwofuUilMUhZgrr+Tbdz/GKwTTD9NAxgOh0RjJGvAwVusAdu16iI3OWQwZ8ip6fSQFu+6jpuYzwsKGMSj7KVyuCrZsnc2WrZcyfNg7PaaSbNl6KX6/naFD5hAdHSxhFho6kOHD36OxcTEFeQ/S4vyJVP+1RHiORKiix5nmuhMIqCz/uIDQSANJG97DlTED86AuAp7v74KmXXDhl797gOx2u/npp59YvXo1Pp9v3w00cDwjaX5pO76jUgk7OhVF132aQ9u3JQTaPMReORSNQcuAcYnEpoay4JUc5j21hXGn9mL4tLQDTo1Z+ckuGivsnHj1kE4BcsDuoOY//8HQuzeZX3yOxmBAdbvxNzTgr6/HkJmJLqr7e6kN0RMzexD+eiemrOgef74aow6N8fCEASWNDl5aWsSpw5K6DZAbXY28s+Mdjss47m8bIJdv30r59m0cfdHljDjxVNx2O2U5mynZvIG64kKmzr6GIVOP7/FzEhp9YG+NpN+eDJIl6X/ANruLSrePf2Z0PUJadbmouetudAnxhB51FObhw3eXkRJCYF+2jIann8GTl4exf3/S334Ly+jRnY4RMWsWTXNep+3zucRcddV+2+TeuZPKa65Fn5FG81kB9N4IMjN7Li0FcEJMOANDTDxZWsdp8ZH79CYnJc0iKWnWfo8DEHrsVFaV1BNttzHC+vuWV1IUhbTUSwix9GF77vWs33A6Ol0oLlc5GRnXkJlxHRqNHrM5rctUkp/5fO3U1X1NUfFjaDRmRo74cHdP+p7nig49msyfQnBTgaEtiYYftqKx6jENiMKcHY1pQNe9jV3ZvrSK5moHI53fY1v3Je4lX9Pri8/QxKT9slHBQtjwOoy/FnoddThuGRDs0fUUt+EpakUEBJYhsRgywnYHg36/n40bN7Js2TKcTifZ2dmMHz8eXH7qP8/HY3dhPjqJiF5xpMYm0/Z1EbYl5bi2NxJ5Rl+MaWH7nNOV34xjXS2hk1Mwpv+yPjrZypl3jOaHd3ey+osi/D61+171PeSvrSV3RTXDp6WROaRzQNTw9NP4a2pJf/99NB09jRqTCUNqapd1j7uij7Wgj/39JuQQQnD3vO0Y9Rr+fVL3M1y+vPVlfAEf1w2/7ndr2+9JCMHKj9/FGhXNkKknAGCyWuk/fhL9x0/az97Sn5EMkiXpf8C3DW1olWAJta60fPAh7fPng15P8+tvoAkLwzpxIpbRo2j7+htcmzahT0sj6fHHCTvxhC4HpBjS0wmZMJ6WTz8l+oorOk0jvTdvZSXlV1yBJjQUw6On0l7zMFkDHuk0uKw7++tNPhhuAWv6DeTY5Utwmj2ETp16yMc6VNHRkxg96nO2bvsHgYCDEcPfJzJybKdtYmOPZWDW4+TuuJmc7VczZPBLtLZtoqb6M+obFqCqHsJChzB48AuYTPvW3QVo/aoItS1A8pUnoI8x4y5owbWjCVdOI84NdVhGxRN5et8u6/3uydnuZd3XxcSqVYRt+IqoAXaa86Bh9pHEX3Q8jLkCwlPhy2sgfhBM6b728oHyNThxbqrHU9SKt9IGKqDToGjAsaYGbaQRy/A4mhJ9fP3Dt7S0tJCRkcGxxx5LcnIy/lYPjR9uI94RSsyl4zBm/vJ7EHX2AMzD4mj9YhcNL27F2DuckDGJmLOjUXQaVKePlrm70MVbCDt23zJlwXSLQSx+awcb5peQ3DeC5P7dp140VztY+n4eiX3CGXdqr873dvNmWt5/n8hzz8Uy4q9T0eCrrdWsLGzk/lOziQvt+mGzvL2cuQVzOaPfGX/bcm8lWzZQU5DH1NnXdJtKIf21yCBZkv7mhBDMb2hlQoSVKP2+v/Kqw0HTnDmEHHEEyc88g+OnVdiXLcO+bDnt336LLi6OhHvvJeKMGSj6nuvBRpx5FlU33ohj5Uqsk7selONvbqbistkIrw/DyzMoqHmUiPDRJCYe+CCV/fUmH6hlzTZcioajq0tpfGkt1ilT/pCJPiyWTMaOmQ+IbqeuTkg4hUDAQV7+XSxfMYZAwI5WayUx8QySEmcRGjq427Y7tzXg3FRP6JS03T2llmFxWIbFIfwq7T+UY/uhAtXhI/rcASj67h9wVs8twOfy0nv9HJJOiic0IRR1wBE0f7mA0GXfYtn6YbD+r9cJF34Ful9X5s1T1k7jm9sR3gCGlFBCJ6di7BOBMS0MIQTu3CYcm+po+LGYzw1r0Gp0TI+aQIYuBe16F225pTi3NASv7dKBKEor7QvXotrthJ14AhqzGfOAKIw3jcT+UzWO9bU0f5iHJkSHZWQ8gSY3qt1HzEXZ3aZjKIrC5HP6U19q4/s3cjn7rjFd1mR2tHpY8EoOeqOW42YP6lQZQ/V6O97mJBB7002/6p79ntpcPh6Yv5MhKeGcO7b74Pe5zc+h1+q5cuiVv2Prfj9CCFZ99B7hcfEMOvr3f9iWfhsySJakv7l8p5tCp4fLUmK7XN/8/gcEWlqIvf46tNYQwqZNI2zaNISq4i0pQZ+cvM9Uzt0JnXIM2pgYWj7+pMsgWXU6qbjyKrx1NYgXjqao5Xlioo8hO/vpg5qu+XD1Js9vbCVCp2XqccfQ+O+7gsH9pD/mtahGs/8JKZKTz0EIlcamJSTEn0ps7DS02p4rD/jbPLR8UYghNZSwY/Z9Xa/oNIRPy0BrNdD6dRENr28n6vwBbC/cSXZ2Nvo9HoxqCprJW1tPevliel07i5CyF6lpeomwaWk41m2lZoeWzLtORpP7MYy5HOJ/Xf1bT3EbjW/lognVE3vDiH0GmCmAZXgcluFxLPvoE9z5PmYlTSbab8Vf58Rb0obq9IPw4q/6ktIZqxBO5+79G559ltgbbyT8lJPRmHSEHZNG6FGpeApbcayrwb6yGlRB2NQ0DMk9lz4zmHRMm53N3Ec2svitnUy/ZkinfOCWWgdfPbsFj8PP9GuHEBLR+eGh6eVX8BYVkfrqK2it+5+x8s/iie/zabJ7eOOi0Wi7yX/Obcrlu9LvuGLIFcSY/575toXrVlNfWsTxV9+EVneAk8tIf3oySJakv7lvG9pQgBO7SLUI2O00v/461smTMQ/tPH2sotFg7N37oM6l6PVEnH46Ta+/jq+2Fn3CLznQvvp6qm6+GWd+Dp4nB9Li+ZqUlAvo1/duFOXgBxP+2t5kr6ryfWM7x8WEETP2ZFpfeIHGF18iZOLEP9W00XtLSTmPlJTzDmhboQpaPi2AgErkWf1Reqi/a52QhMaqp/njfFa9sIAfXVtobGxkakcKSsAf4Ienl2P0BBg1cyCR6aU0Fl0GqgbHhkYSHrifiksvo2G1i/jbV/7q63TvaqHpnR1oI4zEXj4YbVj3PdK5ublsz9vB0UcfTdbkI3Yvb/tmPjV33Y2i1WIamEXEGWdg6t8PY/8BqA4H9U88Qc0dd9D8zjvE33oLIRMmoGgUTP0iMfWLJGDz4iltwzzwwAK72NRQjpjZh+UfFbBlcQXDpwVztGuL2/jmha1otBpO/+cIYtNCO19rQQGNr71G2MknYz3yyEO4W3+MbZWtvLumjIvGZzA4JRyHz0GjqxGHz4HL78Ltd+Pyu3h3x7tEGCO4JPvPUyP7cFLVAKs+eY+opBSyJh31RzdHOoxkkCxJf3PzG1oZHR5CvHHf3o3md94h0NZGzHWHbyBNxJmzaHrtNVo/m7t7di7HmjVU3XIrPqWd9sfjcSpb6Nv3LtJSD/0/TY2icGNGAlfklrKwse2gp9le0WKnzR/gpNgIFIOB6Nmzqbvvfpzr1hMydswht+vPxL6qCk9hK5Ez+qKP6abHubkEFt0N0x7EMiQdjVnHl++9CQqsXr2aUaNGERERwYbHPqNVjWVc3yoSLj4X9yOzcKv/xJAZhrekHW10NhFnnUXzW28ROu1YLMMPPafWlddM03s70MeYiZk9GK21+/xOu93O/PnzSUpKYuLEYI1u4fdT/9jjNL/9NuZRI0l56il0sfu+Scn4+CPaFyyg4cmnKL/0MkImH0nyY4+hDQumpGhDDVgGd/0GpjuDJidTld/CmnlFJPYJx233sfC17YREGDn5+mGEx3b+Ofibmqi+/V9orVbi77zjoM71e6podtLq9OH2B/D4VFrcrTy45hHCMhtY5/Mx5v0GXH5Xt/vfNfYurIaee+P/CjxOBwazpdODdP6q5TRVljP9xtvRaGTZtr8TGSRL0t9YqctDrt3Nvb33HcwVaG+n+c23sE6Z0nX5rkNkSE0l5IgjaP3sM2KuuJzGV1+j8YUX0PfJxHabCXeghiHZLxEbe3BTWHflxJhwUkx6Xq1oOOgg+bPaZiJ0Wo6KCvbqRZxxBo0vvUTjyy/9LYJkb5Wdtu9KMQ2MxjI6vvsNlz4MO78GZzNc9A1NFicNSjtDyCA3UM7iRYs4JjmTLYUWog2NDP/XeYid82m1nYE2VCXm4kHUPrYex+oa4m69BfuK5dTc+e9g+bKONB0hBJ9//jnV1dUdtZ9/+QoLCyM1NZXU1FRSUlLQFLpo+awAfUIIMZcOQhvS/atrIQTffPMNHo+H0047Da1Wi7+piaqbbsa5bh2R559P/O23dZtLr2g0hJ90EqHHHkvLu+9R/9RTVN5wA2mvvIJyiAOvFEXh6AsGUF++nm9f2obb4Scmxcr0a4fuM820O7+Ayquuwt/cTMozT6OLPLhay7+Xd1eXcveXuZ2WGaKWYYxfQ6Z1EP1j+hJjjiHOEkeMOYYQfQgmnQmLzoJZZybMEEai9beZ7v33IoRg2btz2Dj/S4yWEKJT04lNyyAmLYON878gNi2DfmOP2P+BpL8UGSRL0t/YvLoWAE6Ki9hnXfNbb6PabMRed+1hP2/EWWdSdf0NFJ92Ot7iYsJPPQXnJRE4qucwZPArxMYenoEtOo3C7ORY7i2qZqvNydADnFLa5g/wXWMbsxKiMHZU6tAYjURfehn1jzxC+T/+gbFPH4y9emPolYmxd+/dvYt/Bb56J41vbEdr1RM5o0/36SMtpZDzKcRlQ9kqWPMi6+tT0Ov1HHPSNDSffc+W3Fy83xQSMI3mmJvGoNFosC/ZiF9MIfrkfmiMWkLGJGD7sQLh7U3iffdTMXs2zW+9TcyV/wCguLiYnJwcMjIysFqtKIqCpuO+Nzc3s3btWn766ScAQlUTvcKSmXruKT0GyADbtm0jLy+PadOmERsbi335cmr+cy+B5maSHnmY8FNPPaD7pTEYiL7sUrRRUdTccQc1/7mXxIcePOS0G6NFz7TZ2XzxxCZSBkRy/BWD9pmu2/bjj1T/8xY0Vivp776LefCgQzrXb62w3s4D83cysU8MF0/IwKjXYNRpuHP988Sah/Hhye/+0U38zQkh+PHtV9m84GuyJh6FwWyhsaKUnSuX4nUFc9xPvfXubqehlv66ZJAsSX9TQgjm1rUwNjyEVFPnHix/SwvNb79N6HHHYRow4LCfO/Too9HFxuKrqiLxgfthai92bjqLxMSZhy1A/tm5SdE8VlrLaxUNPD/wwEpLfdPQiksVnLnXgL/Is8/CW1yMa8sWnD+tRvw8CYWiEHvTTcRccflhbftvwd/oouG1HFD4f/bOOjqq62vDzx2NTtzdgUASCO7u3iJ16u7u7a/61d1LjbZ4S6EUd9eEEHf3TGwm4/f7IxAISUiwUtp51uoqzD333HOHSea9++z97k5TFdjzMQgSuG4ZrH0M7ab/47hwB7FxcTjH+TKkdAjp+0oo9lcS72uHZ6QXlrI86kv6onCpxaZXc9MY+/4+NGwtRHOgDKeJQ7AbOJDa5ctxu+N2BImEXbt24eDgwPXXX49M1vprx1DSSM1f2RRnFVJl10ill45jFTmkfvkpQ4YMYeDAgSiVbfORa2trWbt2LQH+/nQrLiZ3+nT0mVnI/f0J+uVnbKPPfXfEedZMjMXFVH3yCXJ/Pzzuvfec5ziJd4gT19zhh0JuQWrSc/LrVhRFar77noq338ame3f8P/8MuddZIv2XEaPZwiNLE7BTSHlvbiyequadgQOlByhvKuLB+Hsu8wovPaIosuW7L0lYv4b4KTMYccNtLQ9PoijSUF2Jtq4O77CITmayciXSJZEsCMJE4ENACnwjiuKbZxwPAhYCHkANcL0oikUnjt0EPHdi6KuiKP5wkdZuxYqVs5Ci0ZGp1fN/kW1zKmu++x6LVov7vZfmS06Qywn84QcEmRSpnwcHDk7DRulNZMRznZ98jqhkUq71ceW74iqeC/PFu53c6zNZXqYmxFZBvKp15Flia4vPK/8DmvNajcXF6LNzqPvtNyrfew+pkxMu8+Ze9Hu4WJjUOiq/SQKzBY87Ys7eUKKxAo4uoqn7jVQU2eA/6X2O5tyGyWimf3yf5jFFO+mm8eOoQy5Okc25lvW/7cGCH84z/FrEgsxZiU13NzQHy1CNDcR59ixKnngS7cFD1AX4k5uby9ixY1sJZFEUqVudQ+OeEgRbGZET4+gz2AdBLqWyspLNmzezdetWDhw4wIgRIwgNDaW4uJjCwkIKCwupqKhAKorE/bqY8uJilN264ft/b6KaNOm8UyUA3O+9B2NREVUff4Lczw/nmTNbjukzM6n5+WcaNm/G86GHcb6qY9tC9eLFlL30csvfpS4uyP39EZQKmg4dxnHCBHzffAOJ7dndSS4nH2/J4lhRHZ9f16dFIAMsz1yOo8KRcUEXnjL1T6ZZIH9Bwvo/iZ86ixHX39Jqd0EQBFTunqjcu9Zh1MqVR6ciWWguO/8UGAcUAQcFQfhDFMWU04a9A/woiuIPgiCMBt4AbhAEwRV4EegLiMDhE+eqL/aNWLFipTUry9XIBNq0W9alZ1CzaBGqSZOwiYy8ZNdXhjZ3HkvP+B9abe6JlsqOnZx1ftzm78E3RVV8V1zF06Fnz30s1hnYU9vIo8HeZ91OF2QyFEFBKIKCcBg2lMJ776Xs5ZeROjujmjD+Yt/CBWOu01P5dRIWnRmP23sh9+7YRkwURUpX/8zxqrvJLh2OZXMirr72lCoGE2jMwSvjJ7TlE0j6ZSdl3a7HxaGSbbu30S04hMZ8H+ycU1F0a23x5zDQh6qUapqOV+E4bhwSh1eoW7mCXfHxKJVK+vbt22q89kgFjXtKsB/gjdPEECS2p76OPDw8mD9/PoWFhWzcuJG1a9e2HFMoFHghEJ2ejm9OLp5xcbi+9hp2A/pfFFcSQRDw+d/LGMvKKH3+BeSenli0WmoW/Yx23z4EhQJ5YAClzz6LuVaN2623tpmj5qdFlL/2Gg4jRuA0cwaGoiKMhUUYi4owlpXhft99uN9z92Xfni+ubSK1pJ7hkR4ozvCATiis5dOtWczu7cekXqd+pmp1tWzK38TVkVdjI/t7u1T+nZhNJrb+8DWJG/6k77TZDL/u5n+0642VS0NXIsn9gSxRFHMABEFYDMwAThfJPYBHTvx5K/D7iT9PADaKolhz4tyNwETg1wteuRUr/xEaGlIpKV1GaMhDXepIB2ARRX4vVzPSVYWb4tSPecPmzRQ//gRSe3s8Huq8BfSFUqPeS1HRD/j734Cr66UragmyVTLJ3Ykfi6t4MMgLu7NYna0sVyMCV3t3vUhKkMvx/+ADCm65lZLHHkPq9BX2AwdehJVfHMyNBiq/ScKiMeJ+a88OPX3NZgvHtxeTvL0QdXksCpmB6OH+eAQ4suWP/dRbDIQrIzBueIf8PRvJDn8QV38HYsZN4te1y9j+w3pi8cRutB9ZWVlkZ2dTUFDAkCFD6N6tOzI3Gxr3lmIX54lq8mSKNm8m1c6OwYMHY3Oa17apRkftH9koglU4zwhv5Sd8OgEBAdx8881kZ2dTq1bjlJWF5auvsZSW4jBqFJ4//Ygy4uJvcwsKBf4ffUj+dddRcEuzCJb5+ODxyCM4z7kaqb09JU89RcXb72CqrsHz8cdaBFT1d99T8X//h8PYMfi/994FRbUvFQaThW925fDR5kx0Rgt+zrbcPzqcq+L9kUslaA0mHl6SgJejkpdmtE5bWZ2zGqPFyFURV12m1V9czCYjmfv3kHfsKJpaNRp1DZpaNdr6OhBF+k2/imHXLrAK5P8oXRHJfkDhaX8vAgacMSYRmE1zSsYswFEQBLcOzvU779VasfIfJDv7LaprdqBW7yUu9tsO2w6fzv46DcV6I8+ecLUQRZHqL7+i8oMPsOnVC/9PPkHudWm3CE2mBlJTn8TWNpjwsCcv6bUA7gjwYG1VHcvLarjRr31fW1EUWVampp/KnmDbc+sEJ7GzI+CLz8m/4QaK7rmXwB9/vKiuIOeLaLZQvSgVc60e91t6tnTUa4/9q3I4uqEALzcNo1XfEn7fS8gDm3cTDmY2UJtvQ0F+PMvN/4fcuQKDzJ7ho3R4BTkS6uHL0Yo8ymVpFG+wxWQ6jFQqxc7OjhUrVrBgwQKcB/hQtzYXQ6kG59mz2JSTjQQYeNoDhWgRqVmWDoDr3KgOBfJJBEHAr0mH5PU30KemYhMdjeebb15yBxKpSkXAl19S+emnOIwYgePo0QinpYv4vv02UmdnahYuxFxbi8//Xqb6u++ofPc9HCdOxO/ttzrtUHk52JNVxfOrjpNdqWFCtBfTY/34amcOT61M4tNtWTwwOoKEwlpyqzT8cvsAVDan7kEURVZkrKCXey+iXKMu411cOI011SRuWkfS5nVoatXYqpxQuXvi6O6BT3gU9i4uuAcGE9F/sFUg/4e5WIV7jwGfCIKwANgBFAPmrp4sCMIdwB0AgYGBF2lJVqxc+Wi1eVTX7MDdfSxq9T4OHZ5DXOxCHBzO/gX1W7kaW4mECe4qLDodpc8+R/2ff6KaMgWf117tcge980WvryQt/Tl0ulL6xi/ptCvcxWCAkz0xjrZ8XVTJ9b5uSNr5YjvW2ESGVsdbkf7ndQ2pszMB33xD3jXXUHjHHfi8+gr2gwdf8vfzbNSty8OQV4/r/CiUIW0bxpykuqSRxE2FdBvgwZjK28E3DgLjgGaHiZzcbEaMGIGfbSRbv9Fh8g6mh+1GvDZ8BsAkXPmKa9HYyomPiSc8PJygoCCMRiPffPMNv/76K7dcdzPIJGj2lSAbG0ZuaCjhajWOjqfSbBp3FmPIrcfl6khkrp2/b6LFQvFjjyI26fB9+21UUyb/bWkKcl9ffF97rd1jglSK1/PPI3VxperTT9ElHUOfmYVq6lR833yjlaD+J1CjMfDSH8n8kVhCoKsd3y3ox6huzQ/Kk3t5szW9gvc2ZvD48mMA3Do0hMFhrR82EysTya7L5qVBL/3dy79oVBbksW/lErIO7MFisRDauy9xE6YSHNP7sqe/WPnn0ZWf4mLg9F6m/idea0EUxRKaI8kIguAAXCWKYq0gCMXAyDPO3XbmBURR/Ar4CqBv375i15dvxcq/m+LiXxAEGd2i/ofBqCYx4RYOHZ5LTMwXuLoMavccg8XC6opaJnk4YdPQQP7td6BLSsLj4Yeb3QYuYVTEZNJQUPgtBQVfY7EYCA9/EienPpfseqcjCAJ3+ntwb2oBW2saGOPWNqK6vKwGhSAwvR1LvK4i9/Ii8NtvKbjxJoruuRfBxgb7QYNwGDUSh5EjkXuePUIvWkSajlchsZdjE3b+6wBoOl5F485i7Af5YBfX8XVFUWTHrxnIbaUMDt0P+VUw7NGW44cOHUIQBOLj4xG3b2fAgdfQ3vYSfaZdA+JE0Fbjoa3maX0jkr4LwPZUqopCoeC6667jm2++YfFvS7iq50i0RytIscvFIpEQvns3+pwclKGhGEoaqduQh020G3bxXdvJaNy+HWN+Ab7vvoPTlCnn/V5dCgRBwOP++5C6uFD+2ms4zZjRbB0n/ec1lHhlTQp/HS/lgTER3DMyDBv5qTUKgsDobl6MivJkQ3IZu3LzeXxC2wfx5RnLsZPZMSlk0t+59IuCKIokrF/D9kULkckV9J44jdjxk3Hx7nxnzsp/l66I5INAhCAIITSL4/nAtacPEATBHagRRdECPE2z0wXAeuB1QRBO/kYdf+K4FStWOsFs1lFSuhwPj/EolV4olV707buchMRb2JVwH0Lg60wNHd9G9G6raUBtMjPL05mS555Fl5aG/6ef4DhmzCVbq8VipKR0Gbm5H2IwVOHhMZG01G7k50mZPLkcr7/J4mqapzOvZJfyVWFlG5Fssoj8Vl7LOHcVzvILi/IpQ0II27wJ7f4DNG7dSsO2rTRu3QqAXb9+OM+di+P4cUhOsy4TRRF9hpq6dXkYSzUggGpsEI6jAjpNOWgPY1UTNcsykAc44jwl9Kxj0/eXUZJZy6hrI7A9fA8EDISgwc3zGI0cPXqUbt264ejoSN533+Po70bsfePbRNY6irO5u7szb948fvrpJ9YrDjDUEMzBfQcJdw1AJaioXfkbng8+jHppOhJbGS6zI7r8sKb+6SdkXl6oxv/ziiVP4nr9dagmTkDq5vaP3JqvbtTz57FSru0fyCPjOi7WFRHZW/8lq2pWYn/0Wh7o/QB28maHlAZDA+vz1jM1bGrLa1cKTY0NrP/8Q7IP7SOkd18m3vMwdqqOd12sWDlJp3sLoiiagPtoFrypwFJRFJMFQfifIAjTTwwbCaQLgpABeAGvnTi3BniFZqF9EPjfySI+K1asnJ3yijWYTHX4+13X8ppZ5sVujy95mE+5vcCLRw4uxmisb3XeynI1rnIpMRv+pHHTZjwfeeSSCWRRFKmq2sr+A1NIT38eO9sQ+sYvR+X4OCkp1RQWFvLll1+yZcsWjCc9hy8hComEW/3d2a5u4PbjeeQ36VuObVM3UGU0cbXXxelqJlEocBg2FO8Xnid882ZCVq3C9e7HMDXIKX3xTbJGjqH8zf9Dn5ODobCBqq+TqPouGYvejMu8KOziPKnfmE/1olQsOlO71zDX6TGWaxDF1htsFoOZmkUpCFIBt+u6Icg6/lWu0xjZsyIL71AV3R13Ql0hDGuusxZFkbVr19LU1MSAAQPQHjyILiUF15tuOuet55CQEKZNm0ZeSQGrnY9iEI1El3rjMPol9EURVH59DGOZFperIzttEtKy9owMNHv24nLttf/I/N7Tkbm7/yMFMsDSQ0UYzBauH9ixj7goivzfgf9jReYKenv25ufUn7nqj6s4WHYQgD9z/kRn1nF1xNV/17IvCkWpx/nxifvJPXqIkTfexqwnXrAKZCtdpkvhFFEU1wJrz3jthdP+vBxY3sG5CzkVWbZi5V9LndHE0QYtR+u1OMqkzPR0wV1x/hHL4qKfsbMLx9l5ADqzhR9Lqvgwv4Jqo4nxbu5Im9L5VdOdhj3f8H89B+DmNgSNycz6qjquspGgfvP/sB8+DNebbryId3mKxsYMMrNep6ZmJ3Z2IcT0+hJ39zEIgsDq1Yuws7PjzjvvZPPmzezYsYPk5GSmTZtGcHBwp3PX1NSQl5eHk5MTrq6uqFQqpF3cwr4zwAO9ReTTggrWV9Vxm78HDwV7sbysBheZtN00jAtFEASUYeGYaqpQdotEeaI/i76ikbJ3DyF19EFiL8d5ehj2/b0RZBLs4jyQ+ztQ92cOFZ8k4HZjD+Sedli0RrTHq2hKqESfWwciSJ0U2HRzxaa7GzZhTtT+noWxXIv7zT2ROZ89r3ffqhx0jUam3x+DsOpO8OoFEeMRRZGNGzdy9OhRRowYQXBwMIVvNRejOc2YftY5O6J3797U1NSwc+dOgoOD6TVtNLWr9tCwPR9DiTMOQ/yw7eba+UQnUP+0CEGpxHnunPNajxUwW0R+3p/PwFBXIrzat2AURZEPjnzAL2m/cGOPG3ms72McKj/EC7tf4Jb1t3BNt2s4XH6Ybq7d6OHW42++g/PnyNpVbPvxW5y8vLj21XfwCg2/3EuycoXxz6ossGLlCmNHTQMrytUcqdeQqdW3OvZSVjHj3JyY5+3KGDcV8nPYUq+vP0Z9wzEiIl7kt4paXs0uoURvZJiLA0+F+BDvZI8ohvFEcgI/VY5Gn/gXT/tu4LjqLposIv1WfoB2rBTLjY4kHLuFqMgXsbMLuSj3bDDUkJv7EcUlvyCV2hMR8Rz+ftchkTRbXZWWlpKVlcXo0aNxcnJi9uzZxMbGsmbNGr7//nv69evHhAkT2nReO0lxcTGLFi2iqamp5TWJRIKTkxOBgYFMnToV+VmiigqJhMdCvLnO15U3c8r4vLCCxWXVaMwWrvFxQ3GJinP0eXWIejOqCUFIHRWY6wwYK+poOpyMPn0N/h88gDLoVP6jIAg4DvFD4eNA9S+pVHySgDJEhS6rFswiMg9bVGODkKoU6NJq0B6tRLO/DGQCmEQcxwRiE3n2qHh5bj3JO4uJHRWAe/1mqM6COT+AILBr50727NlD//79GTlyJPrcXBq3bsX97rsuqBBx1KhRODo6EhYWhszNFrfrh1Hz9fPInbJwnvZhl+cxqdXU/fEHTtOnI3O5ONH//yLbMyooUjfx9KTuHY758tiXLDy+kLmRc3msb7OdXT/vfqyYvoKPjn7Ez6k/A/DsgGf/sdHyMzm2aR1bf/ia8H6DmHTvwyhsr6wUESv/DKwi2YqVC+ChtAIazWYGODkw28uFeJU9cSo7inUGlpbVsLxczV9VdbjLZdzg68Z9gZ7YyzqPiBYVLaJSEsyXVQPYUZtPjKMtH3YLZJjrqUiQIAi8FR2HXVYBXxZNwlSyEXXpRtxEH1wnbEeNiKx+G6JoIvHYXfTruwKZrH3/3K4giiKlZSvIzHwds7kRP99rCQl5AIWidWRw9+7dKBQK+vXr1/JaWFgYd999N1u3bmXv3r2Ul5czd+5cHBxarycvL49ffvkFOzs7rrvuOoxGI2q1GrVaTXV1NYmJieh0OubOndtpZNlHqeDD7oHc5u/Oi1kl7KttZP4ZbajVZRrkShn2Torzygs+HV2GGqQCDoP9kChPrc043JWsia9Ts9AWn5dfanOeMtQJz/t7U7M4HWOZFofBvtjFeSL3tW8RJPb9vBFNFvS5dehSmzPWVGPO7gRksYhs+yUNe5WC/lOC4IebwD0Kuk/n0KFDbN68mV69ejFx4kQEQUD9008IMhku11xzQe+DRCKhf/9T9myCQoHT9GnU/PIrJrW6y4K3dukyRL0e1xtvuKD1/NdZtK8AD0cl46Pbrwv4IfkHPk34lOlh03l2YGsRbCe346n+TzEuaBzrctcxPez8dhj+btL27GDjN58S2qcfUx96Euk/zGnEypWD9ZNjxcp5UmkwUqI38nK4L3cGtK7UVznY8mK4H8+E+rK1pp5fS2t4P7+cxWU1vBjmywxP5w4jMhp9DV+US/mdt1A06Hktwo8Ffu5I2xkvCAIvhQeilMj5qKC5Rezs7N8JlkzC/9qnsLHxRa3ey9GEm0hJfZJePT85r0hQU1MhaWnPUaPehZNTPN2iXsXBoW0BUHV1NcnJyQwePBjbM9rtKhQKJkyYgK+vL6tWreLrr79m/vz5+Pg0d/PKzMxkyZIlODs7c+ONN+Lo6Iil3oB3kwqj6IahyRsPdyXb04+yZs0apk+f3qV76eVox4q4MNQmM66nFeyVZtWy8p0jAEhkAo4uNji62eDiZUe/aSHYOpxbEwhduhpliFMrgQwg9/PDZc7VqJcuw+3221D4t7Wfkzkp8bwz5qzzCzIJNhEu2ER0TWQm7yimqrCR8bdFoyjcBBXJMOsrklNTWbNmDREREcycOROJRIK5tpbalb+hmjYNmUfbNuYXitPs2dT88CPqX3/F457OW6GLRiPqX37BfvCgS9Is5L9CYY2WrekV3D8qHPlpDXbqDfVsL9zO5oLNbC7YzPig8bw8+GUkQvu7LPFe8cR7xf9dy74gchMO89cn7+EX1cMqkK1cMNZPjxUr50liQ3M6QIxjx9t4conAULtagpQ/MkFl4XPdOO5KMfJ9cTmvRwbRw6FZSFYZTKRpmkjT6PgmL4s85jHRRcKb3bvjrTx7wZIgCDwd6oO0sZEvSmqYc7iK8I/fbyl0cnUdTHj4E2RlvUl+/pcEB9/V5XsURTOFhT+QnfMegiAhKvJl/PyuRejgy3TPnj1IJJJWzSPOpFevXri5ubF48WK+/fbbFqG2fPlyPD09ueGGGxBytJSuSsHSeKLYTwCZmy0RVa7oQmLYf/Qo9vb2jB07tkv3IQhCK4EMkJdUhUQiMHRuBI1qHfXVOhqqdSTvLMFssjDqho63p8/EVKfHVK7FPr79aJ3bnXdSu3wFVZ99ju/r7fvuXkx0jUb2/5GDX5QL4X084Nt3wCWYQucBrPjhRwIDA5kzZ05LNF69ZCmiTofrgpsuyXpsoqJwGD2aqo8+Rurg2Gl0uH7DBkzl5Xi3E3m3cgpRFKlqNGCvlGLXTv3Dz/sLkAgCV/X1JlOdydGKo2wu2MyB0gOYRBOetp4siF7AA70fQCa58uVAcVoKf7z7Ou4BQcx68gXkyn9v22wrfw9X/k+FFSuXiWMNWgSgl0P7jTLq64+RX/A1FRXrEAQpgTa+PKf/hW2MYUnttYw9qKWHvJoSiws15lM/it5CIy/aruHuuHMQU6LI/LdfYWpGJhErV7RxAggMuI36+iSyc97F0TEaN7dhZ53OYjFRVbWJvPzPaWg4jpvbSLpFvXLWbn8NDQ0kJCQQFxfXqnlEe/j6+nL77bezdOlSli9fjiAI+Pv7c+2112JjY0P5xlQkNjJUowOR+zkg97ZHopSiXpVFz70i+p492bVrF/b29gwa1L5fdGfkJ9fgE+5Er5GtI7s7l2SQtL2YPhODcPKwQxRF0tPTCQ4ObtVa+XT0GWqADnOE5V5euFwzn5pFP+N+x+0oulC82BFVRQ2U5dQTPcy3w0j6/tU5GHRmhs2NQMjdBsWHEad+wLoNG7G3t+eaa65BcaJdsmgwoF60CPshQ7CJ7Nge7ELx++B9ih95hPLXX8ei1eB2550drr/mxx9RBAXhMHz4JVvPlUhaWT3rj5eTW9VITpWG3EoNDXoTrvYKPruuDwND3QDIUGewOutPfsnbj2tUFTPWPINZbO7vFegYyA3RNzAmcAy93Ht1GD3+JyOKIiajAYNWi16rxaDV0FBTxfrPP8TRzZ2rnnkZpZ395V6mlX8BVpFs5V+LKIqXtMjkWIOWMDslDmfkGNfVHSE75z3U6r1IpQ4EBd5OQMBNKJVeGI119KlPZI46mc8q7EjV29NLPEYABYTI6oiyV0LdJnqGfHBOa6n54Ue0hw7h9/rrKPzbdn4XBIEe3d9Eo8nkePKD9O+3ClvbgDbjTKYGSkqWUlj0AzpdMTY2AUT3eB8vr2mdvpf79u3DYrEwZMiQLq3Z0dGRm266ifXr16PRaJg5cyYKhQJjmQZTRRPOM8NwGNhalDtPDkGfXUffPD90kSbWr1+Pvb09MTFnT1U4E02tnuqiRgbNCmtzrM/EIJJ3lXDozzzGLOhBamoqS5cuZfjw4YwePbrd+XQZaqQqBTKvjncV3G6/HfXSZVR++hl+b791Tus9nW0/p1OeW4/FLBIzqm3qRlVRI8k7iuk5wh83Pwf47h1Q+ZGs6E1x8e/MmDGjVSpM/foNmCor8bnEEW6JQoH/Bx9Q+uyzVH7wIeaGBjwfe6zN56opIQFd4jG8nnvO2gHtNEpqm5j7xV4a9Cb8nG0Jcbdndh8/At3s+Xl/Ptd/s58Xp/XAzSuFF/e8iNFiwiR1Jc61G/38ZxDqFEo3126EOoVeMcV37dFYU82qd1+jLCujzTEHN3eufu4V7Jyc//6FWflXYhXJVv5V6C0WNlTVs7Sshh3qBj7tHsTUs3RXE0WRw4cPExYWhstZCorMZh2Jibdibx9BZOTzCIKUYw1NDHRuXXimVu8nIfFm5DJnwsOfws93PjLZqaiqXO6Em9tw3NyG81U4iKIFjSaL2rpD1NUeorbuEBK7EDw9JnT9nrOyqHz/fRzGjMFp1swOx0mldsT0+pyDh2ZxLOlufH3nYbHosJh1mC16DIYqKirWYjZrcHbuT0TEs3i4j0UQOi80bGpq4uDBg0RHR+Pq2nWLL5lMxpQzuqhpEytBArY93duMF+RSXOdHUfFpAiMN0eiCdfz2229UVVUxYsSILtvE5SdXY5I10qQsx2Tya+W0Ye+kpNcIPxI3F9JzjA/r1q0DID09vV2RLJpFdJm12PY8eyMJmbs7rtddS/W3C3G/8w6U4a3tqHbs2EF2djbh4eFERkbi6enZZr7KwgbKc+uxdZSza1kmbr72+EW5YDab0Wg0ODo6smtZBgo7Gf2nhUD+HsjfjWn8/7F563Y8PT2JjY1tNWftkiXIAwKw7+LDzYUgyGT4vPEGEnt7ar5diKVRg+ejj2DIyUGXmYk+IxPNzp1IHBxwmjnzkq/nSsFsEXl4SQImi8iWR0cS4t46Sjqnrz8PLj7CK3veRem+jd4efajLv4Z6jQ3f3zYCyQUWpf5TqC4qZMUbL6BraGDQ1ddip3JCaWeHws4epa0d7kHB2Niff3GyFStnYhXJVv4VHGvQ8mtpDb+Vq6k1mfFWyPFVynk0vZDeKjv8bNovwiopKWHNmjV4e3tz2223dWhLlp39Nurafahr92E01eEZ9gYleiMxp6Va1NcfI/HYHdjYBBDf59c2rg/tIQgSHBwicXCIxN+vuZFlVyLgmZmZrFu3jlnTp2N88ikk9vb4/O/lTs+zswsmusd7HEu6h4yMl05bhwyp1BYP93EEBCxAperV6dpP5+DBgxgMhi5HkTtCFEW0xypRhjkj7aBwTuHrgNPEEOr+zGH6tNFsdzrMjh07yMnJYfbs2e2KdIvFQnl5OXl5eeTl5ZGVkYPZ3cjGbVBZW8KMGTNavXe9xwdxfGcJq5auo76hnh49epCSkoJarW7zMGUoakDUmTq1YwNwvfVW1L/8SuUnn+L/wfstr5tMJnbv3g1Afn4+mzdvxsnJiYiICOLi4vA/UeyXvLMEqVzC1U/1Zc3Hiaz7+jhznu7L+i1rSE1NZVT/KRSn1zF8fiQ29nJY+Q7Ye3BQ7IFavYXrr78eyWnRWX12NtpDh/B49JG/LWorSCR4Pf88EnsHqr/+mtolS04ds7NDGR6O9333IXWwbpef5KsdOezPreGtq2PaCGQAQaLDxv8HlMJODOoBlKuvJb2sieemBP5rBHJxWgq/v/U/JDIZ81560+p5bOVvwSqSrVzxHK7TMPVIJgqJwCT3Zl/i4a6OFDQZGHMonftS81keF96uO0RCQgKCIFBWVsa2bdvaLQSrrtlFYdH3+PvfiFLhRXbO2+zTeQKTWor2GhvTOZpwM3K5C717/9AlgdwRnQldURTZvHkz1dXV/Pj994woKaHXyy8hc3Pr0vzu7qMYNnQ/omhAIrE58d/5/yrQ6/Xs27eP8PDwFqeK88VY3Ii5WodqZNtUkNNxGOKLLqOGpnWFTL1/AhEREaxevZovvviCyZMnExsbi9lsJi8vj7S0NNLT02loaADA1dUVpd4df98A3CNl7NmzBx8fHwYMGNAyv51KQcgAe/akZ9CjWy/GjBlJSkoKGRkZrcYB6NJrQACbcOdO70/m4oLLTTdS/fkX6NLuxKZbc9eRnJwc9Ho91113HV5eXmRmZpKZmUliYiJHjx7llltuwcPNi4z9ZYTHe6Jys2XSXb1Y/uYhFn+2jhJzMkqlki171xLkO4DooT6Q/Dtkb6ZpxIvs2LWX0NBQwsJap5fULl0KcjnOs2d34V/n4iEIAp6PPoIyKgpjUSHKyEiUERHI/fzaFetNBjPFtVrsFDLsFTLslNJWbg3/Zo4V1fLuhnSm9PJhTnzb9Jq8ujzu33I/RQ1FPD/weez1w3hsWSJKmYSr2xl/JZJ5YA9rP3oHR3cPrnrmZZw8vS/3kqz8R7CKZCtXPBuq65EIcGhQDzwUpwrWQuyUvBbhx8NphXxWUMH9Qa2dB4xGI0lJSfTs2ROZTMauXbuIiIggKCjotDG1pKY8gZ1dOOFhTyKV2iCRKvktMxUE6GEnQavN42jCTUglSvr0/hEb5aX9BZ6dnU1ZWRlDuvcg4dBBto8fR0jPnpxLHzm5/OJ1nTtw4ABarZYRI0Zc8FzaY5UgFbCNPrvgFyQCrnMiKf/gCDVL0om+KxZ/f39+++03fv/9dw4ePEhVVRV6vR65XE54eDhRUVGEhoairRJZ8dZh+s2OJqyPB1VVVaxbtw5PT09CQpobroiiSIE2EYkow7YuCDc3N9zd3UlLS2srkjPUKAJVSOy61jbZbcEC1It+puje+3C96SacZs8iJSUFpVJJSEgIMpmM+Ph44uPj0Wg0fPXVVyxZsoQRsdMx6s30HN6cc+7ibc/A+QGsXLsDla07faNGsu3oasoVB6n99hNcS7eDeyS79FE0NR1k3LhxrR7ALHo9tb+vwnHsmC4/YF1snKZO6XwQcP+vR9iUWtHqNYVUQrC7HfP6BXJ1H3+cuvj+X0loDSYeXJyAh6OS12b1bPMAXdxYzC3rb8FkMfHV+K/o593sTd7dxxG11oiz3bnZGP4TSdy4lk3ffo5PeCQzrS2lrfzN/Dcexa38q9mtbqC3o10rgXyS+d6uTPNw5v9yS0mo17Y6lp6ejk6nIy4ujokTJ+Li4sLKlSvR6XRAs1BKS38eg7Ga6Oh3kUqbnQ0CA26mymEqPmIxOSl3cjThRkTRRFzvH7C1PXuDh4vBrl27cHR0JOinnxiblIStkxM//vgjJSUll/zaZ6LT6di9ezcREREEBJw9+tsZokWkKbEKmwiXLglOqUqJsZ83xuJGyn9JxcnJiZtuuonRo0ej0+no0aMH11xzDU888QTz5s0jLi4OlUpFfnI1ggAB3V2RSCTMnj0bNzc3li1bRm1tLQCJiYkUFRXSI7gvBQn1VBU1EBUVRX5+fqtOgGaNEWNxIzYRzl2+T6mTE/4ff4TM3Z3y118nY+QoUhMSiPT3b5PuY29vz/z589FqtWzetRZXX1u8QpofcMxmMweStyKVS5AVhnJ8YwW9LCow1vNTWSSNY9+mdv5a9h08QmxsbJsof8P69Vjq6nCZO7fLa78c1GoNbEuvZEovH96c3Yvnp/bg0XGR3Dw0GHuljFfWpDDgjU08viyRxMLa876O1mBidWIJFfW6i7f4C+SVNSnkVWt4d25sG8Gr1qm5a+Nd6Mw6vp3wbYtABgj1cCA+6MrvUliSkcrmb78gtHdf5jz/mlUgW/nbsYpkK1c0jSYzRxu0DHFp33JMEATeivLHUyHnnpR8NGZzy7GEhARUKhUhISEolUpmz55NfX09f/31FwBlZb9TUbGW0JCHUDn2bDVvpsmNWCcVavVedE1q7PRvUJhoT05CJSWZagw60yW536KiIvLy8oizs8OclUXEs8+x4OabUSqV/Pjjj5SWll6S63bEvn370Ol0jBo16oLnMhTUY67TYxvbtWYWTQ0GNm0uIqXJjCm1hso/spFIJAwfPpz777+fGTNmEBUV1aaFdUFyDV4hquacXcDGxob58+djNptZvHgx9fX1bNiwAX9/f6bMHYXCVsaB1bl069YNi8VCVlZWy1z6TDWIYBN1buk19gMHErxkMcFLl1A3dgx6wOn77yl/4402Y318fBgxeBxasQaTT2FLNHHXrl0UFhYybfpUIgONSGlijN33XNffm0aZCz8ni6zfvAWg3YJD9ZKlyIMCsTsjMv5PY2NKOSaLyB3DQ5nfP5Bbh4Zw/5gInp7Und/uGcKfDwxlVm9//kwqZcanu5n04U7e25jBsaJaLBaxS9fQ6E0sWHiQ+389yoA3NjPvy738tDePygZ95ydfItYdL+PXA4XcOTyMwWGti1i1Ri33br6XUk0pH4/+mAiXf1/DFaNOx1+fvoejuzuT73/c6nls5bJgFclWrmj21WkwizDUueOKZhe5jI+7B5LbpOe59GxEUaS+vp7s7GxiY2NbCpkCAgIYNmwYiYmJHDu2lfSMl3By6ktQ0B2t5qsymCjWG4m1C6Fw++PkrH+C/culbPkxjb++SOK3d4+y8u3DmE2Wi36/u3fvxsbGhrDiYqTOztgPHYKLiws33XQTCoWCH374gc2bN1NVVXXRr30mWq2WvXv30q1bN3x9O/ZP7ipNx6pAJsG2e9cE547FGRh0JoKvjaLYAoa9pVRsLzz7NRoNVOTXE3hGOoe7uztXXXUVZWVlfP755zQ1NTF16lRsHRTEjQ0gN7EKuckRe3t70tPTW87TZaiR2MmQ+7X/+RNFkeM7iinJVLd73DYmhorBg1HI5UT2H0DNDz+iOXCgzThjkQp7XQDZxSns/uZbjj7xJNu2baNnz57EhngywXwvN/X7GdVjW/Cf/DBz586lrKyM1NRUBg4ciJNT6wicPiuLpsOHcZk79x9vs/bX8TL8nG2J8W8/ihjt68Qbs3ux/5kxvDIjGnuFlE+2ZDL9k90MenMzT688xs7MSkSxfcGsNZi45fuDHC5Q878Z0Tw4JoJqjYHnVyUz4PVNXPfNPpJL6i7lLbahVmvg2d+S6Omn4pFxrb2rjRYjj25/lOTqZN4a/tYV0wnvXNn+83fUlpcx8Z6HUdp1bK1oxcqlxJqTbOWKZpe6AYUg0Nfp7JXwQ1wcud0bvirT0s30I9H1YYiiSFxcXKtxI0aMICsrg5yc53FyFonu8U4bC7RjDSfSNg7VoFdHcd3Lg5ArJei1JvRaE2U5dexYnMHRDQX0nRx80e61srKS1NRUhg8fjuXjT7DpeSpH0dXVlQULFvDXX3+xa9cudu7cSUBAAHFxcURHR3fYBONC2Lt3L3q9npEjR17wXKJFRJtUiW2UCxKbzn8tZR+tIOtwBQOmhxI5wIcqH3tKP01EtTaPCns5nn3bzwsvTK0BEQJ7tM3BjYyMZPTo0WzZsoWBAwfi7d08R+zoABI3F5KwsZDIyEhSUlIwmUxIJVJ0GWqUES4IHTgIHPwzj4NrcrF3UnD9K4OQKVp/lsxmM6mpqUR164b/5Mlk799H+WuvE7JiOcKJ1Au91kjmwXLi+w2kQGtkc34eNqIFB4mk2T5v7QMIFgM2M18DZfOOSkREBLNnz+bIkSMMG9a2cYx66VIEuRynWbM6fa8vJ/U6I7syq7hxUFCnBa2ONnJuGBTMDYOCqdEY2JpWwea0clYnlvLrgUKGRbjz8vRoQj1OPdA0Gczc8v1BDubV8MH83kyPbX7Ye3BMBBnljfyZVMqvBwqY+eluHhkXxR3DQ5H+DW4Rb69PR6018OOt/VHITj3EWEQLL+5+kV3Fu3hx0IuMDmzft/tKJy/xCIkb/iR+ykwCepyb044VKxeTf3YIwYqVTtijbiTeyQ7bLlS6T9N/QoSYxutVUWzL20FgYCBuZxQsSaVSBg2qwFFVSlPTzHYbbpwUyZYD1fSZEISDixKlnRyVuy0egY70GulPWB9PDq3No7Zc2+b882XPnj3IZDL69e6NPjMTm+joVsddXV257rrrePjhhxk7dixNTU2sXr2ad955h7Vr17bk214MNBoN+/btIzo6ukVMXgj63DosDcYupVroGo1s/yUd9wAHek9ozgF3D1Thf3csegEalmVQltR+JL0guQYbezkeQe2n5wwbNowbb7yxlcuJwlZG9DA/co5WEuATjF6vJz8/H2OZBkujsUPrt8TNhRxck4tfpDOaOgNJ24rbjDmZ49yjRw8ktrZ4PfEk+vR0apctaxmTvr8ck9FC9DA/Bu7Yia1ej9bOjn5btyI5/BckLYUhD4BrSKu5e/XqxU033dTmAcmi01H3+yocx41Ddg6e1peDLakVGMwWJvU6N9cUV3sFV8X789l18Rx+fiwvTutBQkEtEz7YwVvr0tAaTDQZzNz6w0EO5Nbw/ry4FoEMzWlaUd6OPDIukg0PDWdcDy/+b10a87/aS2HNxfuZbo+Ewlp+OVDAgsEhRPs2R8+NFiO7i3fz2PbHWJ2zmvvi7uPqyKsv6TouF7rGRtZ/8SGufgEMnX/j5V6Olf84VpFs5YpFbTSR1NjEUOezt0CG5i549TVbece/GjtBx2KffgT1bOuzWVm1mYrKHzDoB5CYYIvBYGgzJrGhCY8mETd7BXFj2y/UGzYvAqlcwrZf0jrc5j0X6uvrSUxMpHfv3sgKC8Fkwia6R7tjVSoVQ4cO5d577+X222+nZ8+eHDp0iI8++ohVq1ZRXV19wevZvXs3JpOpJYp8offYlFiJoJBg061z0bZjSQZ6jYkxN3VHetrDkUuwCo+bo5EIAjU/pVCcVtPqPNEiUpBSQ0AP1w69YwVBIDQ0tE0BXcwofwSJQF2mDJlM1lz0ebIVdURbkZyyu4RdyzIJ6+1Bn6vc8Yqy4fD6PAxNrXPVU1JSWtw3ABwnjMduwAAqP/gQk1qNKIok7yzGI9AR+Y5ViEeOML9fP66bMQOvRg2lz7+I6OAHQx9p935Eo7HNa/Xr1mGpr8d53rx2z/knsTapFC+Vkt4Bzuc9h1Im5eYhIWx+bATTYn35bFs2Y9/dznXf7GNfTjXvzY1jRlzbLpUncbFX8Om1fXhvbixppQ1M/GAHSw8VXpSf6zMxW0Se+z0JT0cl94wOZFvhNp7d9Swjlozgrk13sbt4N3fE3MEdMXd0OteVypbvvkBbV8vk+x5Fprjy3TmsXNlYRbKVK5a9tY2IwFCXzjss5eR8iFzuSnzoAu7WFVAnOPG2vgGj+VTecFNTISkpj6GzG8wf7k+Ta+NAWlpam7mOVDfgWWFg4IxQ5Mr2O7zZOykZNCuM4vRa0veVdfmeampq2L9/P2VlZa2+hPfu3YsoigwePBhdcjIAtj17djQN0Cz4/Pz8mDlzJg888AB9+/YlKSmJTz75hOXLl6PRaLq8rtNpaGjgwIED9OrVCw8PD0SzSMXHR6n8Ngmzpq0o6wzRbKHpeBU23d2QKM7eMS83sbI59WBSEO7+bR+OXKJccZoRhkoicOCLY+Qnn3ogqCpqpKneQGD0uUdP7Z2VRA7wJmNfJcFBIaSnp9OUVoPcxx6pqvUXedbhCrYtSsOvmyM6z2wWfreQXOMetE0aEjYVtIyzWCykpqYSGRnZUlwoCAIeTz2NsbGJsg8/pShNTU2Jhm7RNlS8/wEOI0bgf/XVRPTpg9c1Q2gqNaE2TwZF65xNi1ZL8aOPkRYTS+6cuVR+/AlNiYmIZjO1S5ehCA7Grn8//sk06k1sy6hkUk+fi9IQw9PRhvfmxrH8rkE42Sk4WljLO3Nimdm7Y4F8EkEQmN3Hn78eGkZPPyeeWH6MmZ/uZmtaxUUVy4v25XO8uJ7bx9hx/bqruX/L/Wwt3MqogFF8NOojdszfwf2977+i20qfjYx9u0jdtY2Bs+dbm4VY+UdgzUm2csWyW92IrURCb9XZizrUtQepUe8iIvwZRFGBJqGY63ur+U4YwRNJ23k/bhRms54jSQ/wu2Uyv+vn0GQx49I9noFHjxITE9MyV4VGT7loYaAoI2rA2dMMoof6krG/jF3LMwnq6YatY+dRkc2bN5N8QgQ7ODgQGhpKSEgIhw8fpmfPnri4uFBy/DhSFxdk59C4w9nZmcmTJzN8+HD27t3L/v37qampYcGCBSjOMVqza9cuzGZziy9yU1IlxhINCFDxWQLuN/ZA7tX1bmn6rFosWhN2MWdPtdBpjGz7JR03PwfiJwV3OM6lvzdN6/MIkklY+9kxxt0STXi8JwUpzYI5oIuFgWcSNzaAtD2l2Jk9qKvLpKyqmOBhraP5+cer2bgwGfsgPdnmBBqPNdC3b18SExPBL50jm5T0GuWPrYOC/Px8NBoNPXr0wGgws+GbZPKSqkAEhr0PZcCHCchtpNgvew+TXI73ya6K2hqc9CupD3WlYvEWHK4rQnGiK58hP5+i++5Hn52N06xZGHJyqPrsM6o+/RSpszPm2lo8n3jiHy+0tqZVYDBZmNTzwtJ5jBYj9fp63GybU6v6Bruy+r4hVDbq8XGy7eTs1vi72PHr7QNZfriIj7dmcvP3B4n1d+KhsZGMjPK4oPe0okHHO+vTiY0s4ZvsV7CV2fLx6I8Z4jsEufTf5wF9Jtr6OjZ98xneYRH0nznnci/HihXAKpKt/IP5vVzN81nFbOgbiY+yrZDbVdvIACd7FJ1U5+fkvI9C4YGf37WkpKSh1+u5PXIuNaXb+FUdT5/8dCS163mn8TZKBT8muTkxzMWBZzKLWd9kYXZtLc7Ozs1r2lUACpgU79thsdZJBInAiOuiWPraQXYvz2Lsze2nR5zEaDSSmZlJdHQ04eHhZGdnk5WVxbFjxwBaWj7rklOwiY5u84UsGi3oMtXYdHft8MvawcGBcePGERgYyOLFi1m2bBnz589HKj17BPck6enpHDhwgLi4ONzc3BAtIvVbC5F52uFyVQTVi1Ko+CwR1/lR2HbvvEGFaLLQsLMYQSnFJursvq4JGwtoqjcw5Z4YpLKO/80FqQTbaHe8kqvwDnJkwzfHMeq7U5Bcg3uAA/ZOyi7d65m4+ToQ1NON6uRKsIdCu1p6DT8VhSzLrWPtV0fRe+ZTrivE3cGdefNuxd/fn4iICBYvXozRNpnDf/kzdE5zAaBMJiM4KJQ/Pz1GcYaaXiP9sXWQg0GPeuG3yN3d8IkJxbBuHz6vvYrc60RDnC2vIujr8Xnze3JufozS558ncOFCGrdto+SJJxEkEgK++gqHoc2fGZNajWbXbhp37sBYVIzTrJnn9R78naw7Xoa7g5K+weefN13aWMoj2x4hqzaLVTNX4evQnHcsk0rOWSCfRCIRmNsvgFl9/Fh5pIiPt2Rx8/cHifF3ok+gC272ClzsFbjZK3B3VBIX4Nyl7oCvrknB5LCdPOmfRDlG8dHoj/C2/+90ltvx83fotRom3PUgUplVmlj5Z2D9JFr5R2IRRd7NK6PSYOL9vHLeimpdQFdpMJKu0XG119mFVY16L7W1+4mMeB6p1JajR4/i7OxMcHAI7/rYkr1vG0/mRGFhOL4yLT/1CGGcuxOiKLK4uJLDQVEcOJrA+FEj0dYb2J5VDT1sGN3Ds0v34ebrQJ8JQRxam0fUAG8CenT8hZ+bm4vBYCAuLo6IiAh69+6NxWKhrKwMnU6Ht7c3Fp0OfWYmDiNbd7cTRRH1yky0RyvwuDMGZcjZTfejoqKYMmUKa9as4c8//2TatGmdRsFyc3NZunQpPj4+TJw4EQBdWg2mci0u86JQBqnwvK831T+mUP1jCqoJwTiO8O9wXtEsUrM4DX1WLc6zwhHOInwB8pKq8I10xjOo826Btj3d0B4uZ9zVwWzZXMiWH5s7JPaZENTpuWcjbpQ/td/VohGdKHKqa2l6UphdxrJv16FxKcGCkSFDhjBy5MiWNIqoqCgmTJjAunXr2HtwJ7FjAkhNTSU8LJyNX6dRnKFm7E3diRp4andArY+n7KWXEQ9IsR86FKeTraNLE+Hwd9DvduQxI/F8/DHKXnqZwjvvRLNjJ8oe3fH/6GMU/qcEvMzFBadpU3GaNvWC7v/voslgZktaBVfF+523m8Sekj08ueNJjBYjFtHCZwmf8erQVy/aGuVSCfP6BTKrtz8rjxTx/Z48VhwuokHfOu+8T6AzX1wfj6eqY4eZnRllrC//FIXnAUYFjuH1oa9jJ//v2J4VpiSRvG0T/WdcjXtg8OVejhUrLVhFspV/JJuq68nU6omwU/JLaTV3B3gSYncqArhb3QjA0A6aiECzcMzJ+QCl0htf32vIzc0lJyeHESNGIJFIcLD15bMoN+5NSyLGppFX+t+Bnaw5Yi0IAi9EBnB1goEfiosZa7Gwf3UOJSoJQQo5KlnXIq8A8ZOCyDpcwYZvkxmzoDvBvdzbHZeamtrSmvgkEomklQexPj0dzOY2zhaa/aVojza37dVn13YqkgH69u1LXV0dO3fuRKVSndXKrbi4mF9//RVXV1euv/56lEoloijSsLUQqYuyJVVC5qTE484Y1CsyqV+Xh6GgAZcZYUjPiN6KFhH1snSajlfjNCUUhwFnTx1pqNFRXaxh8Oyu5SnaRLggKKUY0mqYck8sG75NJiehssP3viuIoohtUiWiTILS4klhVSbHjh0j6dhxMjMzQA4hwaGMGTca/xOpD6czYMAASosrSEw6ws/fL6OxsZGmAntq8tSMXdCjTfqO85w5qJcsxVhQgM/JNIvcHbBsAdi5wainm8fNnUv9n2vR7NiJ08yZeL/0IpJLYPn3d7I9o4Imo5nJPc/N1QKabdK+SfqGT45+QphzGO+PfJ/lGcv5KfUnFkQvINyl/c+Q2WImsTKRQFUg7rZtPyf1hnq2Fmxlfd56DpYdJNw5nEG+gxjiN4Sr+sYwv39zEa/eZKZWa6S60cCxolpeXp3C1I938cUN8fQJbP1QL4oia46V8Ny+R1C4pHBz9K08FP8AEuG/Uy5kMhrZ9PWnOHl6MfCq+Zd7OVastMIqkq38I/m0oAJ/GzlLYsMYsj+Nt3JL+Tw6uOX47tpGHKUSejl0vGVao95NXd0hoiL/R0VFDYsXL8bd3Z2BAwe2jIn0ncBS2/04OvZAJmud0jHUxZE4Gez2CORoUiZpu0upmu3KYOfmfFtRFNm/fz8uLi5ERUV1uA6ZXMqUe2JY9/Vx/vz0GLFjAhg0Mwyp/DT/U4uF9PR0IiIi2jgrnE5TO0V7hsIGalfnYBPlgrnOgD7n7I0PTAYzSduL6T7Ih9GjR1NfX8+2bdtQqVT06dOnzfiKigoWLVqEnZ0dN9xwA3YnjP31OXUYChtwnhmOID0V7ZMopLjOj6LRz4G6DfmUvXsY1fggHAb5IkiFZoG8MhNtQiWqCUE4Duu8cKrgRAFeUM/OUzgAhBNNSXQp1bjMimDC7dGoy7W4+XZe5NkRjTuLaUqoxBTtRuO+OvCAlStXIkWBvS6QGdeOJTK247bkgiAwfeYUCnNKKavPQUCCJl/JuHYEMoAglRK48Fss9fXIfXxg3+ew/llwC4f5v4Bts+ASJBL8PvoQXXIK9kMG/+NzjbvC2qQyXOzk9A85t1SLBkMDz+x8hm1F25gcMpkXB72IndyO23rdxorMFXx89GM+HP1hu+e+c+gdFqUuAsDd1p3urt3p5toNb3tvdhbtZHfJbowWIz72PkwNm0qWOouFxxfyddLXOMgdGOAzgAf7PEiIUwheKileKht6+KqIDXDmjp8OMf/LffxvRnSLmD6cX8Orf6aSpN6JrX8K10fcxyN977ywN+4K5NAfK6gpKWL2Uy9Zu+pZ+cdhFclW/nEcrtOwv07DK+F++NoouN3fnY8KKrgvqInoE6J4l7qBQc4OyCQCoiii1eZiNjciiuaW/3Ky38VG6YuNzRi+++4nlEolN9xwA7a2rYW1i0vHbXlf7hHMjGN5vJuSSx+5kkqpSIxjs0jcs2cPGzduxM7OjoceeuisBXDOXnZc/WQ8e1Zmk7i5kJLMWsbfFo2zZ/NcBQUFaLVaunfvftb3Rnc8GamrK7IT3sRmjZHqn1OROipwnRdF/eYCGveXIZosHaYvHFybx5F1+TTU6Bg+L5Lp06fT2NjI6tWryczMxNvbG29vb7y8vLBYLPz0009IpVJuvPFGVKpTqQ4NWwuROMqxj/dqcw1BEHAc7o9ttBvqVdnUrclBe7QCl5nhaI6Uoz1UjuPoAFSjOhaVp5N/vBpHVxtcfLq+BW3byx1tQiX63Fpswl0uSCDrMtTU/ZWLbS93fOZF4pyqxkYeja2tLQ2ZNky6M5bQLng8S6VSrr/pGj7/8GukJnvGL4ghsn/HeacyFxdwsIHf7oJji6HbVJj5Odio2ow7mX98paMzmtmcWs60WF9kXcjlPZ1Pjn7CruJdPN3/aa7pdk3LA4OzjTMLohfwScInHKs8RoxHTKvzNuRtYFHqImaGzyTKJYrUmlRSa1LZU7IHs2jGy86La7pdw4TgCfRy79Uyb72hngOlB9hdspuN+Ru5Zf0tLJywkBCnU7tB3X1UrL5vKPf/epSnViaRWFRLfZOJP5NK8XCU4he6FRfbMB4beNsFvnNXHuqyEvb9toTIQcMI6d33ci/HipU2WEXyf5haowlHmRTpPyzy9FlhBc4yKdf6NEeR7gn05IeSat7MKeWnmFCKdQZymwzc7OeOyaQhPf15yspXtTtXSPCL/PzzEiwWCwsWLGjTnrczBrg5E2vUssvdjfB+zSkWsY62HD9+nI0bN+Ln50dxcTFHjhxpFaFuD5lcyvB5kfhHubDlx1SWvnaQflNC8Ahy5FjqcaRSaYtfbkfokpNbivZEi0jNknTMDQY8745FYidHGepM4+4SDIUN7aZcVBc3krChAJlCQsquEvpOCsZOpWDu3Ln89ddf5Ofnk5qa2jJeEASUSiU333wzrqc1njAUNqDPqsVpcgiCvGMhI3Ozxf3maJqSqqhdnUPFpwkAOAzzQzWua/nBZqOFwjQ13QZ4n1OU1CbSBUEhoSmpCpvws+eun/X6jQaqf0lD7mWPy5xIJDIpcWMC2bVMTwMwfH4koXGdC+STuHqquG7+TUikQrud/1pRWwhLrofSBBj5DAx/HP7hbaQvlF2ZVWgM5nNuIAKws3gnQ/2Gcm33a9scu6HHDfyS9gsfHPmAb8d/2/JZyqvL44U9LxDjEcMLA19o5SShM+ko15YT4BjQbgqESqFibNBYxgaN5fru13PL+lu4df2tfDfxO4JUpz7fznYKvlvQj7fXp/Pljhxs5VIeHBOBs/d+3jtSwivDPkUq6XoK178BURTZ9M1nSGVyRt10++VejhUr7WIVyf9RCpr0jDmYzu0BHjwRcu5fRpeKbK2OtZV1PBjkhf2JvF9nuYx7Az15PaeUg3Uacpv0APRWVnPw0PVotTkEB92Dk1NvBEGKIMhAkGA2SVmx4jCNjY3cdNNNeHh0XcicznUGJU/YSVh8IjXYWV3Fb7/9RmBgIDfccAM//fQTe/bsoV+/fl1yiQiN88Aj0JGNC5PZszILEZEajyTkZmdW/l8CHoGOxIzyb1OgZtHp0Gdl4TB6FAANWwrQZ6hxnhWO4oRnsDJEBUJzKsSZIlm0iGz7OR2FrYwp98aw4u3DJG4uZNCsMJRKJTNnzgRAr9dTXl5OWVkZNTU1xMbG4uXVOlpcv7UQwVaGfSc2eNAstO1iPLCJdKF+SwGCXIpqbGCXBW9JVi0mvbnLqRYt15VLsenmSlNyNc4zwjt1I+mIhi2FiAYTrtfGtvg4dx/iQ8ruEkJ7e9BrZNv8487oNDdaFOHID7Dh+ea/X7MYoiad83WuRNYmleJkK2dw2Ln9exfWF1LYUMgNPW5o97id3I47Y+7kjQNvsLdkL4P9BtNkauLR7Y8il8h5Z/g7bazWbGQ2rcTu2QhzDuOb8d9w6/pbuWX9LXw34TsCVad2SmRSCU9P7s74aG8CXGyxtTEyeeVXDPAewDC/tq3D/+2k7d5OQVICo2+5CweXf3bnRyv/Xf7dIQkr7SKKIk9mFNFgtvBzSTUmy8XvHHW+fFFQiVwQmCIzk5aWRnp6OqIocqu/Ox4KGa/nlLBT3YCz1Ex98hxMpjp6x/1IWNijuLuPxs1tBK6uQ1AqYlizJpmKikrmzZvXbiFVVxAtIpKDBqIqyqgXBAIUUtYsXYKzszPz589HLpczdOhQ6uvrSUpK6vK8jq42zHq0Dze8NoghN/phkeoJC4lA5W5LbkIly944xO/vHyH/eHVLswJ9WhqYzdhGR6PLUFO/uQC7Pp7Yn7ZdL7GTI/e2R59T2+aaKbtLKMupY8jV4XiHOhHex5Ok7UXota0bgCiVSgIDA+nfvz8TJ07E5ww/ZmOZBl1KNQ6DfZEou/6cLbGR4Tw5FKdxQecUEc4/Xo1UJsGvE4u49rDt6Y6l0Ygh7+x52h1hUuto3F+Kfbw3cs9TqR4KGxnzn+/PgGmh5zXvWVHnwY8zYPWD4BsHd+38zwhktcbAn0mlTO7l0yXbtNPZU7IHgMG+gzscMydyDn4Ofnxw5AMsooXX979OpjqTN4a9gY/DhQcLIlwi+GbCNxjMBm5ZfwuFDYVtxsQHueCpsuHbpG+p1dfySN9H/hV55OdCUcpxtnz/Fd5hEcSO+298tq1cmVgjyf9Bfq+oZWtNA6NcHdla08A2dQNj3Tq31bqUZGVlsXTDRn6J6k9kWQErtv2GIFhwcKxidNNQAvx9uM1NyhulKhTUEScewNk5hp7RH6JUnooQm0wm9u/fz44dOzAYDMyaNavTFIazkZ9cTV15E9f1kPKSxYJ9WTlSqZTrrruupYAtIiICLy8vdu3aRUxMDJIubocLgoDKzZaapmIEQWDKtcOwt7fH0GQieVcJx7YUsuaTRFx97YkZ5Y9DWhoiIA+IpGZxGnIvu+aiuTO+YJWhTm3ykrX1Bvb+lo1fpDNRA5tFdZ+Jza4bSduK6Ts5uN016rJqMdfqQGx+YECEpuNVCAoJDoN92z3nYpN/vBq/SOcOuxueDZsoVwS5hKbj1ShDnVsdEy0ihvx6FEGqDqPM9ZsKQADHdtqPX3RhY7HAwW9g00sgSGDqBxC/AP5DAuqXAwXoTRZuHhJ8zufuKdmDn4MfgY4d57nLpXLujbuXZ3Y9w+PbH2dD/gbuiLmDoX5DL2DVrYl0iWyOKG+4lVvX38qnYz4lwiWi1ZgyTRmLUhcxNXQqPdzO7p/+b8JiMbN/5VL2Lv8VJy8vJt33KJL/WJqJlSuLLolkQRAmAh8CUuAbURTfPON4IPAD4HxizFOiKK4VBCEYSAXSTwzdJ4riXRdn6VbOB7XRxHOZxcQ52rGwZwjxe5P5tbT6nEXyN0WVCMCt/ueXwnAme/bs4YCTFxZBwn0hvkTFelHf8DZNTceoqVlPTQ10Q4YHH1EpeDHczY0+MT8hCM2/YEVRJDU1lY0bN6JWq4mIiGD8+PHnnWJxksTNhdg7KZgxrg8HFv2Ci1HPtdde2yo/VxAEhg4dyooVK0hPT++0+O5M0tLSCAoKwt6+2TVDYSuj97hAYkb5k3WonKMbC9j2czrgiXLIm8h+LsLGbMEy2Jfi7DrMRgsmowWz0YwgEfDycwCTpVVe8q5lmRgNZkZcG9Ui7jwCHAnq5UbilkJixwS0EaEN24uo+yu33TU7jgxAan/pu4DVVWqpLdfSc0TnDhjtIVFKUUa6oD1ehdPU0BYxbNGZqPk1DV26GvtBPrjMaPsgZSzXoD1SjsMQP2Tn2YDknFjzUHOKRfhYmPYhOJ3f7seVitFs4ce9eQyLcCfSq2Nrx3bPtRg5UHaAiSETO314mRwymYXHF7IhfwMDvAdwT+w9F7LsdolyjeKb8d9wx4Y7mLN6DldHXs29cffiYtO8G/Lx0Y8RRZH7e99/0a/9T6Wxppq1H79DYUoS3YeOZOxt96Cw/e94QVu5MulUJAvNKuRTYBxQBBwUBOEPURRTThv2HLBUFMXPBUHoAawFgk8cyxZFMe6irtrKefNyVgm1JhNLu4VhK5VwtZcr3xVXUW0w4abo2sZCXpOeF7OKMYvgb6Nggvu5FcOdSUNDAxn5BSQNmcxED2fGBqpJSnoYo6kOT89H2LghmeiesQweNIxn1AJP5uiZEzmzRSDX19ezYsUK8vPz8fT05Prrr7+g6PFJqosbKUpTM3BmKC6uztw3fDAuLi74+bUVbD169GDLli3s3LmTbt26dTnKWFVVRWVlJX37tq3slsokRA30IXKANzUlGpIefRNH7/7YGcwc0JgoXZjazoyglAlMcJBRvq8U/yAVRWk1ZB4sp9+UYFy8W7eLjp8YzMq3D5Oyq4TYMacatjTsbBbItjHuOE0KAYnQHNAUBJAISOz+nk2o/OM1QNet39rDrpc7uuTq5oeGIBXGqiaqf0jGVK1DGeGMZm8pcndbHIa0/net25CPoJDiOCqgg5kvIo0VkPBzc+R46gf/qejxSdYmlVJer+fN2TGdDz6DpMokGo2NZ021OIlUIuW5gc/xddLXvDrk1UtWMNfNtRt/zPyDzxI/Y2n6UtbmrOXO2DuJ94pndfZqFvRc0NIB8N9O7tFD/PXpexgNeibc/RDRI8b851JMrFyZdOWbrj+QJYpiDoAgCIuBGcDpIlkEToYinYCSi7lIKxeHXeoGFpfVcH+gZ4uV2jU+rnxVVMnKcjW3B3Qt6vpBXjlyQSDSTsmDqQVs7BdFgE3H9medkZKSQppXABpBwhzbBA4feRobpQ99+67A0aEbebmr2bf3CDG9XLgm0IfpfmbsTxTIabVafvrpJ+rq6pg6dSq9e/fucovlzkjcXIhMLiH6hI9vXFxch2OlUilDhgxhzZo15ObmEhratVzVk04S3bp163CMIAi4uErxq8zHNngCDkN8mTDcn5pSDVKpBKlcgkze/H+91kTG/jIajpSjP1TOlsTmnGZnLzv6TGxbgOQT5oRvhDNHNxbQc7gfUrmEhl3F1P3ZbHfmOq9bKw/kv5v849U4edq2WOWdDzbdXEEq0JRUhWgwU/1LGoIAHrf1RBHsRPWiVGrX5CB1s8W2W/MOgaGwAV1yNaqxgX9LxJyEnzkil6ING8zQ/6B4EEWRhbtyCXW3Z0Tkue/+7CnZg0SQ0N+7f5fGx3vFE+8Vf87XOVecbZx5ZsAzzIuaxzuH3uGdQ+8gFaSolCpu6/XfsHzL2L+b1e+/iXtAEFMffBI3/7/hodOKlYtEV5In/YDTqw+KTrx2Oi8B1wuCUERzFPn0PaQQQRCOCoKwXRCEdkt4BUG4QxCEQ4IgHKqsrOz66q20y8lCr9NpMlt4PL2QYFsFjwSfKvTq7mBLjKMti8uquzR3XpOeZeU13Ojrzne9QjCLIncm52GwWM57vUlJSeT6hxAqq0VZ8BiuLoPo1+83HB2ahePYsWOxtbVlzZo1WCyWFoGs1+tZtGgRNTU1XHPNNfTt2/eiCWRtvYGMA+VEDfLBposiKS4uDgcHB3bu3Nnl66SlpeHr69upNZ3mYAo2cTcgdbLgNCkEeyclAd1c8Y1wxitYhZufA86edngFqxg2LxLvwT6420jx8LfHoDMz8tooZPL235v4SUFoavWk7y+jcW8JdWtyUPZwpa67GzuXZlCYWtPl+7mYGA1mijPUFxRFhuaCQZtIFzQHy6j67jhSlQLP+3qjDHVGkAi4zo9C7utAzS9pGEo1ANStz0NiL8ehC41OLhiLBf3h73jEx4d7D73OruJdl/6a/zCOFKhJLKrj5iHBSM7DhWRvyV56uffCSXlhu1qXijDnMD4f+zmfj/2cnu49ebLfk6gUl7cO5O+gKPU4az9+B5+IKK599R2rQLZyxXGx3C2uAb4XRdEfmAz8JAiCBCgFAkVR7A08AvwiCEKb3wyiKH4limJfURT7XmgO6X8ZrVbL+vXref3110k+0ZntJB/kl5PbZODtyABsz6gav8bHjeRGHUkN2k6vcTKKfG+gJ8G2St7rFsiRei2v5ZSe15rVajUpVdUU26rob1xNcNA9xMZ+g1zu3DLG1taWCRMmUFxczOHDhwEwGo38+uuvlJaWMnfu3FatnC8GyTuLMZssxI7uel6oTCZj0KBB5ObmUlxc3On4uro6iouLO81hthjM1G+uRbSYcbk6tMMmIadjG+6MYBYZOzWEOz8ccVZniIDurngGOlC6NpfaVdk02Mv5/UgVf311nOM7iln9UQKJmwvbffi6lBSnqzEbLRcskgFsYzwQ9WZsurnheU8sMtdTnb0kCinuN/ZAYiOl+vtkNEcr0GfV4jgqoNm9o74EPh0Ix5Zd8DraJXc7q0zVVAsWPGw9eHz742TXZrc7VBRFvjr2FY9vfxyD2XBp1nMZWLgrD5WNjNl9zj0Pu05fx/Hq411KtbjcDPUbyqLJi5gWNu1yL+WSU11UyKq3X0Xl4cWsJ16wdtOzckXSFZFcDJz++Od/4rXTuRVYCiCK4l7ABnAXRVEvimL1idcPA9lA5IUu2kprTCYTe/bs4aOPPmLv3r3IZDI2btyIyWQCYGFRJZ8UlDPX24Vhrs0FMQaDgW+//ZZFixYRXl6EQhD4tfTsEcOTUeQbfN3wUjZHV6d5OnOLnztfFlayrrKtzVZNzW7yC75GFNuPNB8/fpzysOaiqHkBPQgLe7Ql1/h0YmJiCAkJYdOmTdTV1bF8+XLy8vKYOXPmWVtCnw86jZGkbUUERru1yeHtjL59+2JjY8Py5cvZvXs3dXXtW4/V1taye/dugE5FcuOOIkS9AkPGUpThXRMRyhCnZr/k7LNbn1n0JjT7yxggQJTFQqnRwh61gbB4T6Y/EMet7w4jOMadXcsy2bYoDbPp/HcMzpWC49XIFBJ8I5wveC67OA887o7F7fru7drWSZ2UuN0UjUVrRL0kHamTEocBJyzB/noSKlNhzcPNzT0uMuZDC/ne2Zmerj1YNHkRNjIb7t18LzW61j+PerOeJ3c+ycdHP2Zd3jreOvjWRV/L5aBIreWv46VcMyAQ+3OwFDzJvtJ9WETLFSGS/ys01lSz4o0XkMhkXPX0S9g6/vuj5lb+nXTlN9JBIEIQhBCaxfF84Mx2RgXAGOB7QRC60yySKwVB8ABqRFE0C4IQCkQAORdt9VZISkpi8+bN1NbWEh4ezrhx46ivr+fnn3/mwOEj/OHiy/fFVYxzU/F6xCmBtXPnTgoLC1GpVGRl/U5Qj34sNpuYa6yjZ1QUMlnbj8aH+c1R5PsCWzeWeDHcl0N1Gh5MK2CjQySBts2i12zWkpzyCAZDFVpNDt26vYZwRteqrKz1pAf1p4eslIHhN3d4n4IgMGXKFD7//HO++OILmpqamDx5MrGxsRfy9rXLjl/T0WtMDJxx7h64SqWSq666im3btrFx40Y2btxIcHAwMTExODg4kJ2dTXZ2NlVVVQCEhYXh7t5xYwnRIqI5VI6lMQ+Fv6LLxS4tfsm57YtkY7mGxr2laI9WIOrNKH3tqfV3wDPWkwXRrkhP222YdGcv9q/O4fBf+dRWNDHxzp7YOpx/DnpXEEWRvOPV+Hdz7TBN5FwQBAFl0Nm/qBV+Drhe043qn1Nxmhjc3EkwfR2k/gF9b4HEJc3exdevuHiFdY0VbCzcQqGHKw/H3Ia3vTcfjfqIm9ffzMNbH+br8V+jkCqo0dXw4JYHSahM4KE+D6HWqfkh5Qd6e/ZmSuiUi7OWy8RPe/MRBIEbBwWf1/l7S/biIHegp3vPi7swK+eFXqtl5ZsvoWtsZN6Lb+Dk2XnDIStW/ql0KpJFUTQJgnAfsJ5me7eFoigmC4LwP+CQKIp/AI8CXwuC8DDNRXwLRFEUBUEYDvxPEAQjYAHuEkXx8iQ4/gtJTk5mxYoVeHt7c8MNNxAWFgaAp6cnniGhPFTWQIG2insCPHk2zKel/XRVVRW7d+8mNjaWmTNnUlhYiF1KJu9JpLyzbTeTExOZP39+K7/f/CY9S8tquMXPvSWKfBKlRMJXPYMZdzCdx9OLWBLXvI7Cwu8xGKrw9JxCSelSRNFM9+5vtESKi0vSMPocoki4mlcC3doI6DNxd3dn6NChbN++nVGjRtG/f9eKdM6FzIPlZB6qYMD0UDwCz82G6iQRERFERERQXV1NUlISx44d448//gCaUzKCgoKIj48nLCysU4s6fU4t5lo9+vRNOE87t0IjZagTmgOt/ZIBNAfLUK/MBGlzJzz7gT4oAhzx6kD4CRKBgTPCcPWxZ8uPaSx/8xBT7o3F1efcouznQm25loZqHX0mdK3b2cXCtocbfi8NQpBLwaCBtY+BR3eY+H/g2aP570d+hPibLsr1xCM/sVDlQJCdD6MDRgPQy6MXrw55lcd3PM7Le1/mlp63cO/me6lqquLdEe8yPng8RouRpKokXt77MlEuUYS7XLiby+VAozfx64ECJvb0xs/Z9pzPF0WRPSV7GOAzAJnEavv/dyJaLBSmJKGtq8Vo0GMyGDAZDGQf2kd1UQGznnwRr9Ar83NpxcpJuvRbRRTFtTQX5J3+2gun/TkFGNLOeSuAFRe4RivtYDQa2bBhA15eXtx+++2tCtaym/R8FxZHsd7EPZImXgg/ZTMkiiJ//fUXcrmccePGIQgCgYGBPBoQwOK9KVRH9yFj2xp27tzJiBEjWs77oIMo8kn85VImmjUsrzGzfOs2otxtqKr+Eje30fTq+RE5ueHk5n6IiJke3d9CFEXS0h7hoLw/EkRm+nQt2jBixAi6d+/epk3yxaBRrWf7r+l4hajoM6HjhgRdxc3NjZEjRzJixAhKSkrQ6/UEBAQgl3fdLUF7qBxBDqbio9j0PDdhpgx1onF3CYaiBpTBzQVNJwWyMtwZ1/ndzsm5IbK/N04edvz5+TFWfXCUqx6PR+XesbCpKmpEYSM965iOyD/eXEgaGP33t6sVTkaut70BdYVwy3qQKaDvrZCyCtY/C2GjwfkCi5AsFvYl/UCqg4IXY+9oZUU2MWQiuXW5fJb4GX/l/oVKoeK7Cd/Ry6MXAHKJnLdHvM3c1XN5eNvDLJ66GHv5pXtouVSsPFJEvc7ELUPOr6Ygrz6PUk3pf8Yp4p/E7qU/s/+3JW1el8rlTLjrQYJj+1yGVVmxcnGxPnpfoezZs4e6ujpmzpzZSiCrjSamHc5EIki4tyYfSVYa2n6xLd3hUlNTyc7OZtKkSTg4OLScJxUE5nm78kF+OVfH9mbr1q34+voSERFx1igyQHl5OStXrkRa34jYfxy/ZBcyvWAZ/v6NbN7kSPLxn5k9+3YEJOTkvo8omlEqvBBJZ6/4NMNdVHgouibWJBIJ3t4Xf/tOFEW2/JSK2WRh7IIeSM6xJe7ZEAShXW/lzrDoTGiPVyO1U4PFiE109DmdrzghjPU5dSiDnU4J5AgX3G/o0ZxOcI54haiY8WAcv717hFUfJnDV4/HYqdqmXqTsLmHbz+m4eNsx//n+5+SJKooi6fvLcA9wQOV27gL7olCWBHs/gz43QuDA5tckEpj+MXw+BFY/ANevvLC0i9xtLJRqcZd5tFvIdVfsXZRpy8ioyeDdke+28dT1tPPk7RFvc9uG23hxz4u8PfxtBEHAaDZyuOIw2wu3U9lUycuDX/5bBbTOaGbh7lwclTIm9PTG07FtwVZOZSM/7s1n6aFCYgOc6RPofF7X6koraisXn7Q9O9j/2xKiR4yl3/SrkCkUyJVKZAoFMoUSyUVyGbJi5XJjFclXIPX19ezatYvu3bu3cXXYX6tBbTKzPC6MiAgPPk9OZPfu3YwbNw6DwcC6devw8vJqt3nFPB9X3s8v5wuvcIR+Lvx1PJ/IWjOFVTpkSrg3wLPVeIvFwt69e9myZQs2NjbcPXM6yfWgielNoOZ1FPIRREeP58CBA3z33XfccMNNCIKM7Jy3m9daOZoqT0dmejlfsveqqxzfXkxhSg0jronE2euf0QVKm1gJJgua3UuwjY9Hfo7Rc6n9ibzknDo0jhcukE/i5ufA1PtiWfXBUf74KIFZj/ZBadv8q0QURfb/0Zy/rHK3oaZEQ0FyzTk5VFTkNVBV2MiIay5Tja/FDKsfAlsXGPty62OuITDu5a6nXZiNkPYn2KggZGSz0D5B8oFP2Wdry0M9F6CUtu3oJwgCLw9+uc3rp9PPux8P9H6AD458gLPSGbVOzZ6SPTQaG1FIFBgtRmxltrwy5JWu3fsFklel4a5Fh0krawDghT+S6R/sypQYHyZEe5NSUs/3e/LYnlGJXCowLcaXh8ZGnndjiT0lewh0DMTf8b/VnfByUp6TxfrPP8Q3qgdjb78X2TnsjFmxcqVhFcmXGb3FQrZWTw+HrkfMNm3ahMViYfz48W2OHanXIBMgXmWPrdSRmJgY9u/fz4ABAzhw4AD19fVcddVV7foJB9sqeSbUh0N1GmplHuSXl3O0vAqZxI5bsozYmkpgfDDQnNe8evVq8vPz6datG9OmTcPe3p4Z+eW8mlNKBe7MiH8JmcaDQIUXv+1Zyzdffs210+YSHqAgI28dO0wTUAgCkz2cz/ftuyjUlmvZsyKLwB6uRA9vjvgaCgqQuroiPS3a3lWMJSXoUlMxVVRgrKjAVFGBqbwC295xeNx7b5fn0R4qR7AxYsw+gvc335zzOuBEysW+UvTZtRdFIJ/EO9SJSXf24s/PjrH2s2NMuz8WQRDY8lMqGQfK6T7Eh2HzIvn5hX0c3Zh/TiL5+M5iZEopkf0vU8HP4e+g+BDM+grsXBFFkRVHihkV5YGbg7J12oV7JAT0hzO7thm0zSJ6z8dQX9T8mlsEDLgTYueDQct36kQcHByZ2/3MOuhz45aet5BYmciS9CV42HowIXgCI/xHMMBnAN8kfcPXSV8zxHcIE0MmXtB1OmPd8TIeX5aIVCrw3c398HWy5c+kUtYmlfLCqmReWNVsS+npqOSRcZFc0z8QD8eutfvOqc2hTFNGX+++KKTNOxcGs4GDZQeZHjb9kt2TldZoatX8/s6r2DqqmPHoM1aBbOVfj1UkX2a+K6ripewS1sZH0EfV+ZZoYWEhx44dY9iwYbi4tPW+PVyvpYeDbYsX8siRIzl+/DirV68mOzub2NhYgoI6LoZ6IKg5WqkvqOfwXxlsEI8SF9WLYS49yduaQnllEtn1RZSXl6NQKJg5cyaxsbEtkaDxqkZeBZK4hVHfVmMsykcFTBbiWGdM4LtffmCCIY7Dyt7kDA1irJsKlezybc1ZLCKbvk9BKpcw+sbuCIKARaMh99o7kdor8Hvrf9h2wUHDotfTsGkTdStWoNm7D056CkskyNzdQSJBs3cvzlfPQe7lefbJaHafMBQ2YCzYgk1sDPZDzm87WRnmROOeEpSRF08gnyQw2o2xC3qwYWEy678+jlFvpjijlgHTQ4mfFIQgCMSODmDPyiwq8uvx7MRdAkCvNZJ1sJzIoHIUX/eHkGHN+b8hw5sju5caTRVsehlCRkDMXACOFdXx2LJErhsQyGuzejVHg2d8Al8Mh+8mgtIJggY3rzVgIGRvgf2fg7YaAgfBlHdBXw/7Pm+OQG/+H4Ue4Wy0s2FB6DQcFedXIHoSQRB4Z8Q7FNQXEOociuS0Ati74+5mf+l+/rf3f8R4xJx3G2SzReSXAwV8sS0bbycbBoS4MiDUjfggF5QyCW+vT+erHTnE+jvx6XV98Hdp3o2J8nbkkXGRZJY3sDG1HH8XOyZGe6Pogtc3gMli4uukr/kq8StMogl7uT3D/YczNnAsNjIbmkxN1lSLvwmT0ciqd15F19jANf97Gzsn58u9JCtWLjlWkXyZ2VXbCMCr2aWsiAs767ajxWJh3bp1ODg4MHTo0DbHzaJIQoOWOd6nip1cXV2Jj4/n4MGDKJVKxo0b1+mamtJqqPk5lRBHX4Z0t2H34b1kOeTSqGyEDPD39GX8+PH07NkTlapZ+IgWkabkaupzXyHcYTI7G6N5wCLiNDkEZYgTHkYzHlXdWLr1N1ZLDlPo5EqDVM5Mr79B+JyF9H2llOfWM/bmHtg7N0e1GnYcwG7Q4yCRUv7hHux6Z+J+5ywkilNi3txgQJdTS9ORfAy5aTRu+xlzRT5yX1/c770Xh+HDkHl5I3N3Q5BKMeTlkT1xEnW/rcT9rrs6XZfmcDkIIvrjG/D76K3z3o626e6G2009sAl3uagC+SQR/bzQaYzsWJyBRCow9uYeRA04FQHuMcyXg2tzSdhYwPjbOrfoSt9fhslooWfdW+ApQNIKOPw9CBLw6ws9Z8OAuy6eBduZ7PkY9A0w+e2Wa6xNam6Us/JIMU9M7IaTrRxcguGBI5CzDXJ3QN5OyPjr1DwRE2DowxA06NRrMXOh6BDs/4IfSrcgdbTn+j6nNyc9fxRSRbsOF3KJnDeHv8mc1XN4eufTLJywsFWBYFc4VlTLc78f51hRHfFBLpgtIl/uyOGzbdlIJQIeDkrK6nXcMDCI56Z2R9nOQ2+ElyMRXuf2MJBbl8uzu54lqSqJySGTmRg8kW1F29hasJW/cpvfa5kg63IraivnjyiKbPr6E0oz05n28FN4Bp+7PaYVK1ciVpF8GbGIIgfrNLjKpeypbWRrTQOj3TqOtiUlJVFcXMzMmTNRKttuU2ZodGjMFvqoWufUDh8+nKysLIYNG9aqWO9MTLV6mo5VUrcuF7mPA+4LohljL6PBqKGpqYmo8EjcdhtRVIBnaCxylT2iyYL2aAUN24to1KdRN2gn4y2j+MxRQcNt3fCyO1W04x/qzG3d7uCnn35iu2sAdiaRYeVG6DywekkwGszsX5WDZ7CKyP6n8n0bd5eC4It9Xzc0B0MxFNtR8vw27Pr4ICjk6DKqMauNAIgmHUgDsRv0DDJPAdW4bthGuyGcUfinCA7GbuBAapcuw+2OOxAkHQtW0WxBe6QCszodZXgADqe5jJwrgkTAtvuFd6w7G71G+mPjIMfRzQbvkNZtgZW2MqKH+ZG4uZCBVU1ndboQRZHjO4rxtC/Bw6EGbj0MSsdmYZm9BTI3wLqnoKkWRj198W9EWwMHvm4W4h5RLWv6M6mUYDc78qq1LD9cxK1DT9QB2LtDr6ub/wOoK4KCfeDRDbw7eCDw74vW6yP+WDKSKYGj8bC79B1GAxwDeHbAszyz6xm+Tvqau2I7f0gDqGsy8s76dBbtz8fdQcmH8+OYHuuLIAho9CaOFKjZn1NDSmk9T0/uxoy4i9PC2yJaWJy2mPcPv49SpuTtEW8zMbg5VWRU4CieH/g8RyuOsil/E+627jgozj0lysq5kbZ7O8nbNzPo6muIHNg2QGPFyr8Vq0i+jKRrdNSZzLwXFcCH+eW8ml3CSFdHJO1EyfR6PRs3bsTX15eYmJh25zta39xW+kyR7OjoyAMPPNAmGmmuN6DLVKPPqUOfW4e5RgeAMtIFt+u6tXQmmz17dss5pig9FZ8mUPVdMg6DfWncU4yxoZHGHgeo9v8DmcSJBX2m8fnBAlaV1/JoSOu8UpVKxU233sZHB9IZVWWmaX82qlDnc7Iiu1gkbipAU2dg/G09W94bs8aIRe8FpgJc54zEeXYPqj5fhmZ/ERpRAETMFemYqtKRuQuoJgzEbtAo9Jk6tIfKqPklDYmDHKeJwdj3bX3vLnPnUPzIo2h278FhWMdfNLp0NZZGI/q0zfg8d/d5R5H/TiL6dlxUGDvan2ObC0ncXMiweR0X45Vm16Eu1TJKtRLGvwp2J3ZEggY1/zfqGVh1H2x/Exy9oW/HzWfOi32fgVEDwx9veel4cT1F6ibeuiqGxQcL+GlvHjcPDkYiaeffxMn/lGA+CxvyN9BkbmJ2t3kXc/VnZWroVHYV7+KLxC8Y6DOQOM+4s45PLa3nhm8PUKPRc9OgYB4ZH4nK5tTPqL1SxrAID4ZFdF3kmywm8urySFenk65OJ6Mmgwx1Bo3GRiSCBKkgRSpIERGp1dcy1G8oLw9+GU+71k/RMomMft796Ofd75zeAyvnh8loZNfiH/EMDmPQVddc7uVYsfK3YhXJl5F9dRoAhrg4YCeVcFdKPivL1Vzt3dYb9sCBAzQ2NjJ37txWTT5O53C9BmeZlFDb1lFmURTR7NqFbUwMUqfmSF/T8SpqlqQjGi0ItjKUIU44DPJFGeqE3MceoT0RAMiclbgviKbyy0TU69NojN1HtdcaDJZKnBx6Ex7xNM4Orgxwqub3CjWPBHu1EXl7GnXUmS3M7eWH5VAGtauzcZvfrc21RFGkskGPp6qthdT5ostUowhSodOZObK+gNA4j1Ztj+v+SkGQKrCJar6mRCrB8755aIccpfTZF0AAp2lTUE19HIX/qYp6m2BQjQlEl6GmYXMBtauysYlyRep4yh7NYexYpC4u1C5delaRrDlUhmjUIHMy4DB69EW798uFg4sNEf29SNldQr+pIdh08ECUvCUHhaAlItIMce0UswkCTPsAGsvhz0eahXLUpIuzyKZa2P8ldJ8OnqfahP+ZVIpMIjA+2gulXMKDixPYnlnJqKjz3/74LfM3glXBxHnEXfi6u4ggCDw38DkSKxN5audT/DrlV1xs2k91KqltYsF3B5BJBP64byg9/ZzaHXcumC1mrv3zWlJrUoHmNJAw5zAG+Q7CRemCWTRjES2YRTMmi4k4zzhmhM24Ih4Q/+0kblhLfWUF4+64/6w7YFas/BuxiuTLyP7aRnyUcgJtFATYKPisoII3c0uZ6uGEtKICuY8PAAaDgb179xIeHk5gYMdNLo7Ua+mtsmsTidbu20fh7XdgP2QI/l9/hWZ3CXVrc1EEOOI8Mxy5d8eiuD3kvvYY56dTUPk5RnMNzqoBRAe/h4vLoJYvtZleLjyVUUSaRkf305w7inQGns0sxkshY3SYB02jm6jfVEBTL3dso1u3Z/5gUyYfb8nkp1sHMCS849bNXcVQ3EjVt8ex7eVOEgJmo4VBs8Jajlv0JrRH1RhLk/C8u3XFvF3v3oStXX3W+QWJgG03V2TutpS/e4iG7UU4Tz2VuydRKHCaPYuaH37EWFGB3LOt0DI3GtClVmPM24X73Xf+a76U4sYGkr6vjOM7iuk7KbjN8aZGA1lHq4m22458xlsd5xxL5TDne/hhKiy7GW5aDQEXIaK4/8vm4rrTosiiKLI2qZTB4e442ymY1NOHVx1T+XFP3nmL5Pz6fI5UHOHBPg/+7QLQUeHI/w3/P25dfyt3bryTbyd826ZosF5n5ObvDqLVm1l29yC6eXdebNkVdhTtILUmlXti72FM0BhCnEKQS6zOCP909FoN+35bQlBMb4Jjel/u5Vix8rfz7/gGvgIRRZH9dRr6O9kjCAISQeC5MF+KdEa+3LiTrFGjKbr/AYwlJRw6dAitVtuqA96ZaExm0jU6ep+RaiGKIpUffoQgl6PZs5eK9zZQ92cutj3d8bi9Fwpfh3MSyGazluSUh8kuew0Hx0ji+ywhvs8vuLoObvWlP8XDCQmwqqK25bUyvZGrE7KoM5n4MSYUuUTAcVQAch971L9lYdYYW8YW1zbxxfZsLCI8sjSBGo2hy2vsiKbjVc3/T6pCe6CM6OF+rTyRNfvLwCzFUnsYxVkcQDpD7m6LXW9PNPtLMTe0Xrfz1VeDyUTdb7+3e67mUBmIAlCI4/jOiyz/KaxKKCapqK7D4+7+DgT2cOXY1iJMRnOb42l/7sEiSoke4tWSD9whSge4dllzJPmXuVCVeWGL19U3p1pETQafU6lMySX1FNRomdyzOW1GIZNwbf9AtmVUklelOa9LrcpahUSQXDbbsliPWN4b+R6ZtZncs+ketEZtyzGDycLdiw6TXdnIFzfEXzSBDLAkfQmetp7cHnM7kS6RVoF8hXDwjxXoGuoZds3FacNuxcqVhlUkXyYKdAZK9UYGOJ2yfRvu6sgIF0c+wwatuweNu3aRPnUauzZtIiQ4mICAjtvgJjRosUAbGznNzp00JSTg+eQzOEx8FlOVPXZ9nHC9ptup9rtdRKvN59DhOZSXryEs9DF69/4JZ+e2TUkAPBRyhro48HuFulmoG4zMScii0mDi15gwYh2bxakgleAyJxKL1kTd6uyW8//vrzQAvr6xLzUaA0+uOIZ40lbtPGlKrkIZ6kS9jYxoGwm940/lU4omCw07izBVZ2Aff+GV26rRgYhmCw3bClu9rgwJwW7AAGqXLUO0WFodM2uM1G/KxVSejNvNc6+YKPK+nGoeXJzAbT8epFFv6nBc3PhAmuoNJO8owWI59W8pGnQk7y7HxzYHt2ld9JF28IAbVja7XiyaDbqOBXqnHPwadLWtosjQ7GohlQiMjz6VW37tgECkgsBP+/LP+TJmi5lV2asY4jukTZ7t38lw/+G8NfwtjlUd44GtD6A36xFFkadWHGN3VjX/d1XMRdm5OUlhfSG7S3ZzdeTVyCTWzcsrhcaaag7/uYpuQ0bgFdrWOcWKlf8CV8a38L+Q/SfykQc6t67MfjrQnTqlDStvu5ewP9dQNGY0WouFiLV/odmzp8P5jrRTtCeKIpUffYw8IAhjTSSCTQD6lKU0rHkXaCs4m5qKyMv/kvyCr6mp2Y3RWNtyrKp6GwcPzUSnKyUudiHBwXcjCGf/+Mz0dCGvycC2mgbmJGRTpDPyc0wo8U6thbzC1wHHEf5oEyoxVmo5nK/mj8QS7hgeyrgeXjw5sRsbU8r5eX/BWa93NowVWkwVTeg97dhd3gRKGZpV2VhOiDrNkXIsDUYMaX9iP3TYeV/nJDJ3W+x6e9G4vwxz/RnR5LlzMBYVodm7t9XrVV9vRzSIiPqjqCZd2sYPFwud0cxTK47h6aikokHPBxszOhzrH+WCZ5Aju5Zl8u0jO1j9UQIH/8wl8ful1Bk8iB4VDPJzaEPtGgrX/NrsKrHh+fO7AYMG9n4K4ePAr0/Lyy2pFmFuuNqfyiv3UtkwqZcPSw8VojW0fiCwiBbmrZnH+4ffb/dSe0v3UqGtYFbErPNb60VkXNA4XhnyCvtL9/PYtsd4e30KK48W8+i4SK6Kv7jd65ZmLEUqSJkdMbvzwVb+Mexd/isWs5kh82643EuxYuWyYRXJl4n9tY04yaR0s29dlBaRlszog7v5OTCSDRIlyd7e+Ds741lbS8Ett9K4c2e78x2p1xJiq8BVfipS07hlC7rjx3Gc+hDGEg1u13fH7cYRaA8cQP3zLwCYzU2Ulv7GkaPXs2fvCLKz3yIr602OJtzIjp3x7N49jKNHbyQx8TZsbPzo3+933NyGd+keJ3k4IRPgxqRc8pr0/BQT0uah4CQOg3xBAM3hCl5Zk4Kno5K7RjTnC98yJIThkR68siaFzPKGLl37TJqSqwE4mFSNwlmJx/XdMVU3oV6ZhWgRadxehCBtxFybhf2Ai+O7qhodABYLDdtbR5Mdx41D6uxM7dJlLa9VfvELhlI5ojaNwC/fQWinI+I/kfc3ZpBXreWD+XFc0z+Q7/bkkVpa3+5YQRCY9kAcYxd0J6K/N5o6PQfW5LL7iD82Mh1hk0ad+wIC+sOg++DID82exefKoYXNTT9GPNHq5ZTSevKqtUzq6dPmlJsGBdGgM/Hb0eJWrx+rPEZKdQoLjy9kQ96GNuf9lvkbLkoXRvqPPPd1XgKmh03n0T5Psa1oGwszXmdeXz/uG31xI4Y6k47fsn5jdOBovOzPra26lctHdXEhSVs3EDt+Es5el6nzpRUr/wCsIvkycaBOQz8n+zZFdg3btnH3mmWE2ttwa2ohq33CGTB1GqF/rEIRFET5a68jGlpHJkVR5Ei9plWqhWixUPnRxyii4jGWO2AX74VttDtOV12F/YjhlL/7DumHn2bnroGkpD6GrqmY0JCHGDxoB8OGHiQu7gfCw57AyakPekMFvj5z6Bu/DFvbjgsHz8RFLmO0qwoBWNgzhKEuHTcTkKoU2ES6ULO/hGOFtTw2IQr7ExZ0EonAO3NicFDKuP/Xo+jayWntCE2dnsTNhZRsyqfGZKGkRMOQqyOwi3RBNT6IpsRKqhelYqrWYcjbjF2fPkjsO+982BVkbiejyaWY6/Utr0sUCpxmzaJh82ZMlZWUv/0OmgONCJjwfeV6pI4X1oHt7+JYUS1f78zhmv4BDA5z54kJUTjZynnu9+Ot0ilOx8ZeTtRAH0ZeG8X85wdw28yDTHN5mem3+iA7x/SfFkY9A65h8McDzZHhrtJQDrs/gtCRzWL7NP5KKkMqEZgQ3VbYxQe5EO2r4sc9+a1SgDbkb0AukRPtFs0Le14gv/5USkatrpathVuZEjoFufSfkY+7PaOSr9Z4Y6iYhNzpGNHdky56MeGG/A3U6euYGzX3os5r5dKy69cfkSuVDJw9/3IvxYqVy4pVJF8GqgwmMrX6VvnI0Cx2G7dtJ6h7FGt6hzGwPJ9070BuqdRzQGfC8+mnMOTlUbPo51bnleiNlBtMrYr2GjZsRJ+egW3/W5HYSHGa3NwAQRAEfP73P/SxUFS3FFeXofTp/SuDBm0hJOR+bG39UChccXMdSlDQnfTs+SEDB6yje/c3kErPYSv8BB90D2Rr/6izNkk5iSzWA0WTmVluKq7u03rL19PRhnfmxJJW1sD/rUvrdC51mYY/PjzKD0/t5vDyTBzMIopIV258bTDh8c35oI4jAlBGOKNLqUbqqkB3eO1ZrdnOh+ZoMjRsK2r1uvOcOWAykXftddT/eQiZZ3ecpkUhc3GgskHP7qwqvt2Vy5PLjzHj091M/2QXRwvUF3VtF4LBZOGJ5cfwcFTy1KRmyzRnOwVPTerG4Xw1y48UdTID0KRGeeQTAuMC8eh9AZXzctvmNtG1+bD5lc7Ha2tg00vwURw01cCoZ1sdPplqMTDUFTeHtk17BEHgpkHBpJc38MDiBG7/8RCzPtvFoqQ1GBrCKcmYi94IC/68j52ZJTTqTfyZ+ydGi5GZ4TPP/z4vEvU6I08uP8ZNCw9gp5Tx69ynGOI3hE8SPqa0sfSiXmtJ+hKCVcEM8B5wUee1cunIP5ZA1sG99J02GzvVhdv/WbFyJWMVyZeBA3XNrajPTD0w5OZhLCjAYcQI0o4fJy7tKJ962iIVYNbRLN73j0Q5cgRVn32Gqaqq5bzDJ/KR409EkkWzmcpPPsam7ywsDTKcpoS2atYh83RHc7090nLwOz4QF5f+l8yOylUuI8yuaz7HP1fV0YDIHS5O7TZrGNXNkwWDg/ludx7Hizsu1Mo6XMGyNw5RWdBI/KRgpkxrfkAImx2Oo+uptQgSAdd5UShCVMjdKgER+2EXno98OjI3W+z6eNJ4oBRz3alosjI0BLt+/TAWl2I79DZkXnZk+dsx/6u99HttE9d9s59X1qSwKbUce4WU6kYDc77Yy9c7cjqM0v6dfLk9m7SyBl6d2au5TfMJru7jT98gF95Ym4q6M0eSvZ81266NePLCFxQ0GPrdDvu/aO561x76RtjxNnwYB7s+gG5T4N4DbaLIaWUN5FRp2k21OMn0OF/CPR3Ym11NYY0WQVmIKFXTz2Mk3T0CkVdfR5Uhj9vWPkuvl9bzbcJSurt2J8q1E+eOS0xelYYJ7+9g2eFC7h4Zxpr7h9InyJXnBzbndL+2/7ULLpA9SWp1KscqjzEvap7V7/gKoTg9lVXvvoarrz/xU2Ze7uVYsXLZsZYaXwb212qwkQjEOLaOzDZu2waA/bBh7Fy5El9fX2ZFRzHBbOGl7BI+K6zA+a6HGHfDXCrefx/f114D4Ei9BqVEINqhWQDWr/0LY2ElDnETUAY6YdendSV9Wdkf6KRleB0LR31kEa7zr/tbnRTqmozszmoW+RJBQCKA2SLyyc4c/Fyc6JffgEVnQmLT9uP5yPhIlh0qZOHuXN6bGwfQnFu8KhvHicEc3FXCsS1FeIWomHB7Txxdbaj48hgyLzvk7bREljoo8LwzlqKHv0fm4YEysuOOcOeLanQg2iMVqFdloxoTiNy32fbP543XadicR1OqyA82Zj7/Yi/uDgoenxBFXIAzUd6OuJ+IZNZpjTy54hivrU1lb04178yJbVVQ9neSWd7Ax1uymBrjw7gerdMRJBKBV2b2ZOrHu3hrfTpvzO7V/iTaGtj3OfSY0XEL53Nl7IuQsa65K99du0BuA6IIxYfh+Eo4tgS0VRA1BUY/C17R7U6zNqkUiQATojvOxbSRS9n0yClLxncPvUtuqowPpl+Hk9IJ6Pv/7J11eBRXF4ff2Y27uxtJiCDBgltwpxQoVqOlSkuplwqUGu3XUqgANVoohVLcobiHGIEAEeIJcbeV+f5YGghxCFCZ93l4IDP3zj2zCZuzZ373d/jwlII1l3/AxtCM3JokHvN6vW3u8w5YfTKF/LIa/niqJx2czWqPOxo58nSHp1kSvoS9KXsZ4jbkjtf67fJv6Mn1GO11f+zuJFpHVvxl/vhgAUbm5jzw1vvo6LX+yaGExL8NKUm+D5wqLqODsQG6tySmZYcPo+vjQ2JpKYWFhQwZMgRBEDDUkvOxjxO5NQr+V1BKz8dmwzdfYT55CvqBAUSWVBBgpI+OTIaqqIi8ZcvQD30URBlm47zqVHHU6mqSrn6OsXF7nHo+Ttaml5ttk9yWVNaomLryFBcy62/u0teW03GEJ+Ivl6mMycOwa/0kxURPm4mdnfj1TBqvDfPD2liX0mMZVF8ppCCxiPP5NQQNcCJ0vBdyLRmqshpqkosx7t+4fZ6oUlF+4iTGAwbclYqXloUexv2cKD2YppF2mOqg52eJwtGQsssiZ1CwOqucuYO8eay3B0a69f9bmhpo8/W0Tqw+mcL7O+IY/sVRvpjcgW4elm0eb1NkFVfywvooDHTlvDO64STTz96Eh0Pd+O74VR4IcaKTSwOd3U59BTWlbVNF/gtdYxj1hcYSbtd80DeHC5ugKBXkOhoHi14vNNl8RBRFdpzPoqu7BdbG9aUWjc3Zl7KP7vbdryfIGl7q+hxXimM5m70fUS3HXqvHHd/inaBWa2QkfdtZ10mQ/+Ihv4fYeXUnH5z+oN69tJbSmlJ2Xt3JcI/hmOi0nd+yxN0hOzGejYsXoG9iygNvLcbI4t6+r0hI/F2R5Bb3mHKlitiyynpSC1VJCRXnzmHUty8JCQno6uri7e1de14QBD7wcUIuCHzYazAyS0uuvbeAmj/mEFNSTidjA4o2/kHisOGoqo2Rm/ph0t8Zbeu6zUUyMtZRVZWOp8d8TMOGILeyonCNRuMsqkX2fneBC0fr7tpvK0RR5OWNMVzMKuHzBzuwe25vdj7Xm+3P9mLrMz05/HI/XNpbo2WtT3nEtUavMzPUjRqVmjWnU1DXqCg/l0O5CIYqkeGhdvSe5INcS/OjXXWxAETQD2jc97Xq/HnUxcV39YOCaZgb9q93w3yiN9qOxlScu0bNxgQEtUhmRysOv9yfuYN8GkyQ/0IQBGaGuvHHU6HoacuYsvIUXx1KuCfyC1EU2XgunbD/HSExp5yPJwTVVrkbYu5gH2yMdflgZ1z9kxUFcOob8B/baDX3tvEaCB2mQcRqjbWblQ+M+Qpeiocpa5vtznc+o5ik3HJGBDYutbiViwUXySjLIMw1rM5xLZkWH/X+CGt9G9SlHTkcd3sNSNqKiNRCskuqGBnU8L1pybR4p8c7FFUXNWpj11K2Jm6lUlkpbdj7B3DtaiIb338LXUMjJi1YjLFl23lkS0j805EqyfeY8JIKVCL1Nu2VHz8OSiVG/fuRfOwYrq6uyG+xAbPX1eENTwdeu5LOyfmv0u2Vlwh3zqFyFLis/p6s339Fv1MIOu2fRKari3G/utVTpbKcq8nLMTfrjoVFLwRBwHzSA+R9/Q016emkZGsTf/YaiZE52HmaYunQsF0bQPbixZQdPISgrY2go3P9jzbG/ftj+eijDc755nAS26IzeXloO8Z2dGz02gadbSnZnYwyrxKtBiQSHtZG9GtnzS+nUpmmYwA1KuIEge5+5nApn5q0UnScNQ4RlRfykFvooW3fuGNF2dFjIAgY9Li7lT65sQ6GIXYYhtihrlHx5OLDtHM0Zt6DQc1PvokAR1O2PduLVzee5+Pdl4lIKeTTBzpganB3XBNySqp4fdN59sfl0MXNnE8mBuNm1bQDiJGuFk/29eTdbReJSC2sW00+uRxqytq2inwzwz8GnzBw6w0GFq2auuJIEka6Woxp4ufzVvYl70MuyOnvXN/CztrAmp3jd/Dsmmh2x2azYKR/g3r71iCKIlUKNfo6rXMD2R6ThY6WjIF+jVux+Vn6Md1/Oj9e+JGRHiMJsWu4WVBz8a2/vJ5Aq0DaW7bxhyCJNiU35Sq/v/8W2nr6TFqwGBOr+9fkRkLi74hUSb7HnCoqQwaE3JIklx06jNzUlBo3NwoKCnB3d29w/kwHS7qYGPCRkTmVTnocrdS4AnhHnMV+8WLs3luKulSNyRA3BK263960tB9QKPLx9HypVlZg9uCDIJORv/ZXzmy7irmdATq6Wvy5+lKjFcrq+HgKV/+MlqUlut7eaNvbIzc2Rl1aRs4nSyi9rq2+mYOXc/h4zyVGBtkz57r/cWMYdrTReCY3UU1+uKc7BaXVZO26SqlapMeTgdhMaofcWIeC9ZcRFSrUVUqqEorQ97dsUkZRduwoekGBaJk3IAu4SyQWVrC3qhKnDrfnHWusp82yqR15e5Q/h6/kMuLLo022hb4VURRRqUWUKjUKlZpqpYoqhYr8smqu5pUTnVbE0fhcVp9MZvD/jnA0Po+3RvqzbnaPZhPkv5gU4oypvjYrDifdOFhRoNlc134s2Pq38q5biI6hRuvcygQ5raCCneezmNrNBRO9ln3g+Etq0c2+G2Z6Zg2O0dPSY0SQE9klVUSm3ZlDiUot8sTP5xj02WEqa1puhai6LrXo3866yacVAHOC5+Bo5Mi7J9+lWlXd5NiGOJ93nqTiJCb6TGz13H8Kt3bL/CeSnRjP+vdeR0tbm0kLFmNqI/lYS0jcilRJvsecKS4nwEgfY60bVSBRpaLsyBEM+/QhOVXTVc48VkTdQYlMv+63SCYILCnZwyC68+0L71J9IRXziiJ6vT8brY6jKLneBlnXo66eUKEoJCV1JdZWgzE1vWG3pW1ri/GgQVw6eJUi184MezIQpULFvu8uEn0gjY6D6/si561YiWBggNPXX9VJLNU1NSRPmED2Wwsw2LYVuZkZAEm5ZTz3ayS+diZ8PDGoWd2v3FQXXW9zKs7lYDLIFaGBylsvT0tmi/qYi1DTwRpbN839mk/0Ie+7WIp3J2uqySoR/YDG9XU1+fmE52cROCCs0TF3gxOJmuYmoZ63/2hTEAQe7ulOsLMZz6yJYMLXJ3hndHumdmvayzopt4wxy45T2kQL6Zvp5GLGJw8E42nd+JOFhjDU1WJ6d1eWH0ogKbcMD2sjOPqpxsv4blWR74Dvjl1FLhN4uKdbi+dcLrxMamkqDwc83OS4gX426Mhl7DyfTWfX1iXvN/PZvsvsvaj58Ph7RDrTu7u2aF54cgE5pdWMCHJodqyBtgELui/gif1P8OqRV/mk7yetaie9LXEbunJdBrsObvGcfxJRe3dydO2PDHv6Rby6dL/f4dwWGZfj+OODt9EzMuaBt96XGoZISDSClCS3MaJSScW5CEoP7EeZk4tB584Ydu+GjpcXiutNP6Y51E3aKmNiUBUWYtSvL6cvJ6KLNoaJSiqiczHqfot+8MJm2h1+k+e6fcanBp0x6u5GaO5JtK6eg46jqEkpQctav47lG0ByyjeoVBV4eLxYL2aTB6eQtCIVSxMl7sGapC3+bA6ntybhHmSFme0NXXNNaiolO3ZgMXNmvcqrTEcH+w8/JPnByWQveh/HJZ9QWqXg8dXhaMtlrJjeGQOdlv3IGXa2oeDXy1QnFaHnVb/CG3sog54KGQodkaLONxJNPW9zDHvYU3Y8Ey0bA2RG2ui4NL5x6Oofv5NqaYKuqgrfFkXWNpxIzMPJXB9nC4PmBzdDJxdztj/Xm+fXRfL6pvPYmeoywLfxqtD/9sejEkXmDvJGJggIUCsBMNbTwlhPCxM9bUz0tTHV18bL2ui2JQIzQ91YcTSJVUeTWGy5G04ug04zwMbvtq7XEooqaigor9Ek5S2ksLyG386mMTrYEXvTlu/q35u8F7kgZ4DLgCbHGetp08fHil3ns3hjuN9tvZ7bojNZfjCRKV2duZhVyqqjSUzt6oK8BdfacT4LXS0ZA31b9jg91DGUV7q8wkdnP+LN42+yuNdiZM20oQdQqBTsTt5NP+d+GOv8M5ritBSVUsHBH1cQvW8Xcm1t9q1chqNfe/SN/ln3mXYhhk0fvYeRhQUT33wfEyvr+x2ShMTfFilJbgPU1dWUHz9O6b79lB08iKqoCEFHB7mlJaW7dwMgt7QkachwKnsPp6th3Q1PZYcPg1yOQdceJH29EgfRHC1zPSoic+omyVkxsHkOOHXluYFT2RqZTHxFNZ0MteDcNsSqEmpSS9DzrZuEKxQlpKevxt5uLEZG9S3OkqsdqNIrJzB1KzAYQRDoO6Udv753moO/XGLsCx1rq7n5K1chaGlh8fCsBl8L/fbtsZrzJHlfLsN48GA+KLcjOb+CXx7t1qqEUN/fEkFPTsW5nHpJcuqFfE79Hs9QM20OCUrOnkujU7sbb/Smw9ypji9CmVOBYTe7BivRf5F0QtPmOzUpHpVSiVzr7v+XUKlFTiUVNNjN7XaxMNThu5ldCPvfYT7YeYk+3tZoyesnNZezS9kek8mTfT2ZO6jt7e5uxdpYlwkdHXCP+hhk2yB4Coy4s01hNyOKIhGphUSmFhGTXkx0ehEp+Rrf8O9nhTT5YeFmfj6VQqVCxew+Hq1ae1/KPkLsQrDQa746PDzQnv1xOUSnF9GxIcePJojNKGb+79F0cTPn3dEB7I+7xlNrIth7IZthzWwy1Egtshnga1PbxbIlTPOfRqWykqWRS9HX0mdB9wXNPgU6lnGMouoiRnmMavE6/wQqSorZ9tkHpMfF0mXMRNp178WaN17k8OrvGPrU3PsaV15qCkYWFlg4ODU7PjnqHFuWvI+prR0T31yEkfntP9WQkPgvICXJd4C6ooLCdb+R/8P3qHLzkBkbY9SvH8YDB2LQqyeRKoFL6VnEpaRzpbScy7oaLaf1IzPJnzges8mTkRsZUXboMAYdO5K++ypl6kp6hHTF0Nhes3ktvxItS30oz4d1UzW2Vg/+gq6OPp/5ujA5OpG+HoFwqgLVmV2oyx3Qca1b2SgsPIlaXYODw4P17kFRo+LcrhSsTWswOrSHquho9Dt0wMhcl54TvTj48yUuHM0goK8TiuxsijZvxmziBLRtGq9IWc2eTdmfB8l6+x3+7D2XST186eHZtKXQ+sie2QAAeORJREFUXw0M/volLGjL0fazoDw6lySVSKWWDGWNGmWNiuTz+fhY6yOvUVIdYMGu2AyyiitrK4AyHTnmk3zI++ECBp0aT5LUVVWkF+Qg19ejuqKc9IuxuAZ1aDLOtiAuq4TiSsUdSS0aQkdLxqvDfHnylwjWh6c3KLv4fP8VDHW0mN275cngHaFW86p6JaaybUTZTaTDmK+gDT25l+y9zPKDiQA4mOoR5GTG5C4ubInKYP6GGHbN7Y2NcdPNbKoUKn46kUz/dta0s2t5VTChKIHkkmSm+09v0fiBfrZoywV2ns9qVZKcW1rN7NXhWBjo8NVDndHRkjGkvR2ulgZ8eySJoQF2TSavZ64WkFdWzcgWSC1u5fGgx6lQVrDq/Cr0tfSZHzK/ybW2J23HQs+CUMfQVq/1dyUnOYktSxZRUVTE8Gfm4ddbs0Gz65iJnN60Ht+efXAL7nRPYsmKv8yV08fJS00mNzWZ8sICAAzNLXh82fdNfshPOR/F5k8WYuHkwsQ3Fkrd9CQkWoC0ce82UJWVkfftChIGDiLn44/R9fTCecW3+Bw/huMnH2MydAjvZxczKiKe+TllrDE0p8Ddkx5erizUVuDgYEfOkk9J6D+A7MWLqb50Cb2OY0m8FA+AT/cADDpoKqMVUbmaRXe/AqXZ8OAvYKxJ/LqYGhLfO5CO3l3AwoPqyAgAdG+RFxQUHEUuN8LEJLjevZw/lE5FSQ2h04KRGxlRsHZt7Tm/UHuc/cw58UciJfmV5H//PajVWD76WJOvj6CtjcOHH6AsK+Xx8A1M7dK0Rhag8NdfudI5hNylX6IqK6Mop4LD0flUKdVYROeQfSqb5Jg8si7nY6pTSTtzHbRs9Bk21Au1KPLzyZQ619N1McFhQXd0XRuXWuTs30eJng7BIT3Q0tUlIfxks3G2BScSNY1UmvvgcDsMaW9HiKs5n+27QvktmuMLmcXsis3mkV7umN+LRiQqJWx+EtMLP7PLdDKzrk2iQtl2G54uZZfw7eEkRgc7cOaNgZx4bSDfTO/MnH6efDmlI+U1Suatj27WIu/3c+nkl9fwRDMbSm9lb8peBIRmpRZ/YaqvTW9va3aez25xV7sapZqn1pyjoKKGFTNCar2b5TKBx3q5E5VWxNnkpjcD7jifib62nP6+t/dY/bmOz/GQ30P8fPFnvor+qtFxJTUlHEo7xFC3oWjL7o7Tyr2mIDODXxfMR61U8uA7H9YmyADdx0/GwsGJfSuXUVNVeUfr5GekUVFc1OSYuOOHWff2y0Tu2kpFcTFuQR3pO/1Rek2ZSXlhAYnnTjc6VxRFjq79CWNLaya9tVhKkCUkWkiLkmRBEIYKgnBZEIQEQRBebeC8iyAIBwVBiBQEIUYQhOE3nXvt+rzLgiDceRun+0zJrl0kDBhI7v/+h15gAK5r1+L64w8Y9emDoKNJPKrVan7NKiDM0oRT3f1I6hPEn119WRHgzuO9uuDy/fe4bViPYY8eFP78C3JLHxR5NuSYV2BkZISVlRVaZnrouJtSEZmDeGk3nN8AfeaDY92KhUwQQBAgeAo1OTIEXQEtmxuyBlEUyS84irlJJ2RC3SpDTaWSiD0puPhb4BRoj+m4cZTu2l3b8loQBPo95IsIbP3sHMk7z2I6ahQ6Ts3bY+l4ebGt82h6ZsXiEnW0ybGiKFL402rQ0iLvq6+IGjWdjQuPU1KtwniaP/pW+vTQgwFFu+my5QmCDy1Bfa0Cw672OFsaMsjPll/PpFKlqLvbv7lHwwl7dwHgP3YCbkEdSTh7qs1a8jbFicR8PK0NsTVpWbvu1iAIAq+P8COvrJoVR5LqnPvfviuY6GnxaK+GnVPanG3PabrcDXgL63EfUFSpZEN4eptcWq0Wee2P85joa/Pu6Pb1qsXetsa8NdKfo/F5fH/8aqPXUalFVh1NItjJlG7uLX/0rBbV7E3eS2fbzljpt/yJwLAAOzKKKolpwolEoVJz5moBn+69zOhlxzibXMgnE4MJcKyb2Ezs7IyFoQ4rjiQ2ei2lSs2u89kM8LNp8X6AWxEEgZe7vMx47/F8E/0Nm+I3NThuX/I+atQ1jPL890gtLp84grKmhsnvfYKdV115kpaODmFPPEdJXi7Hfl1d55woilyNDOePD98h4WwjbdKvk3E5jp9ffpYfXpzD5ZMNv1dG7NrKzqWf4ODjx5yVa5j+0RcMfeoFQkaOo8vo8RhbWhO9b1eja2TFX+JaUjydR4xFz6h1G3AlJP7LNJskC4IgB5YDwwB/YIogCLd6N70JrBdFsSMwGfjq+lz/61+3B4YCX12/3j+WvK++RsvaGrcNG3BZsQKDTh3rjfkzv4QipYpZjla46esibyBZ0w8MxGnpF7j+tgXDAfOQW+qRKRbg5uZWm9wZdrRBmVeJYssXYOOv6RbWGEEPUqP2Q8e4sI4Gt7IyhaqqdCzP7oZjdbWgUQfSqC5X0m2M5tG7+ZQpiAoFWQvepiZN45JhYqXPyKeDUBSXca790yR4T0DZAuupiNQiVth1J79dVy5//jPqqqpGx1aGh1OTkoLt66+hv3Qt53xmI5aV0PnCcoRd31O2511UBWnIzAZhMfsdjAY/hqiqQXFV8wtlWndXCisUtRXaliCq1aQkJ6Iv08LG0xuvLj0oK8jnWlJCi69xO/yVALW11OJmOrmYMyLQnhVHkrhWonndo9OK2B+Xw+w+Hpjq34Mq37WLELUGQp+DPi8R4mZBJxczVh1LQqm682ryr2dTiUwt4o3hfo1Wxad2dSHM35aPdl8iNqPhpHTvhWyS8yt4oq9nq7otroxZSVJxEuO8x7Uq7jB/O7RkGsnFzYiiyI6YLB77KZyO7+1j0rcnWX4wAUNdLT6eEMSo4PpSCX0dOdO7u7I/LoeEnNIG1zt9tYD88hpGtqI5SkPIBBkLui+gq11XPjzzIWmlafXGbEvahpuJ27/KG/lqZDh2nt6N2qM5+vrTcchIIvdsJ+PSRURRJDnqHL+++RJ/fPgOKTFRbP/8Q5JjIhucX3Qtmy1LFmFsaY2ZrR3bP/+IHUs/oaqsDND8XBz/7WcO/rgCry7dmfD6e+ga1LVglMnkBA0cQur5KAqzGm4EFbFrG7oGhvj3bdlTDwkJCQ0tqSR3BRJEUUwSRbEGWAeMuWWMCPz1XNsUyLz+7zHAOlEUq0VRvAokXL/ePxJ1eTnViYmYDB2KfmBAo+N+v1aItY4Wfcyb1zfWpMsR1TIYZUdZeVkdf2T9QCsQVFSUBMLoZaDV+CNytYEjCtEVnaqTcFM1tODi1wBYFCo0zgKKSmqqlJzakkjE7hQ8Olhjc12SoOvhjvXzz1F+/DiJQ4eR+cYb1KSlYWcnp+uZhbhppXL+bAm/vX+W7KSmPXnXnk5FX1ebjKCHOes1m8hvdjc6tuj3jciMjChy7cae7cUY2JgxaoodpoYqCn74AV0XW8zH26PraY4ixwFRdARlGtc+XET5qVN0djVHECA6reU+weWREeTpyHH18EYQBDw6dUEQZCSGN131uVNi0ouoqFERehekFjfz8tB2KNVq/rfvCgCf7buCuYE2s3reoyrysf+BtmGdD3az+3iSVlDJrtjsO7p0TmkVH+26RA8PS8Z3avyphiAIfDQhCAtDHZ5fF0lFTV35iSiKfHskCVdLA4a0b7kF1pH0IyyPWs5Ij5Gt3qBmaqBNTy8rdsZm1T61iM0o5sFvT/H02gjiskoY3cGBb6Z1InJBGBvnhDKpS+Mt1Wf0cEVXS8bKIw1Xy7fHZGGgI6dfuztvEiGXyVnUcxFyQc4bx95Apb7xYTmjLINz184xynPUXWntfj+oKCkmK/EKHh2b7tLYa8oMjC2t2PPN56xb8DIbP3ibsqICBs9+hie+/hELBye2LFlE5pW63SerysvY9NG7iCoV4159mykLlxD6wENcPnmUn+Y/zdWoc+xfuZxTf/xG4IAwRr3wGlo6Df8OCBgQhkwuJ3p//ffZ0oI84k8fJ6D/YHT0Wu7cIiEh0bIk2RG4uWyQfv3YzbwDTBMEIR3YCTzbirn/GKouXgS1Gr0mEuQihZJ9eSWMszFHqxlrJlEUqYzNR8/LjPQSTeJwc5Isu3YafeEkFbIwRPv6FeubqUkrBWToVp+E9HDNwcu7Kbj6K3oKLfTH/oK6vJCLv21lzYJTnNuVgkdHa/pObVfnOlZz5uC5by/mD02lZPsOEocOI2XWLGQlBQx8pgejn+uAskbFH5+cI/pA/WoSQHGFgu0xmUz0tCEvV42OWMWpOGMuHq9f5VCVllK8Zw95/R9j16pLmNoYMH5+Z2zDeuK2YT0+Z07j8v13mIQNwPqRQPT8LUEtYvXEMHTc3Uh/fi462Rl4WRsRk17U5Gt0M4lbN6OUy/AOGwqAvrEJTn7tm300eqecSND4I3f3uLtJsqulIdO7u7E+PI21p1M5fCWXJ/p6NttIok0ouAqxv0PIw3Uaegz2t8XDypAPd10iJf/2WzQv2h5HlULNonEBzSZk5oY6fDapA0l55bz+x3l+O5vKO1svMOnbkwS/u5eotCIe6+3RIhs1gJSSFF498iq+Fr4s6NG820NDjAi0J62gkiPxebz2x3lGLTtGQm4ZH4wP5MjL/Vk8LpChAfYtqvhbGunyQIgTmyIzyCmp+7RGqVKzOzaLgX62re7O1xj2Rva83v11InMi+eHCD7XHdyTt0Nybx4g2WefvwNXIcBBFPDo1nSTr6OkTNvtZCrMyKcnPZdBjT/HoFysIGjgUA1MzJryxECMzCzZ9+C65qckAqJRKtn/+EUXZmYx68XUsHJyQyeX0mDiFqYs+RUdPnz8+eJuYA7vpNm4Sg2c/i0ze+PfQyNwCr5DuXDi0H0VN3QYw0Xt3oVar6TBk5B2/JhIS/zXaauPeFOBHURSdgOHAz4LQAlPN6wiCMFsQhHBBEMJzc3PbKKS2pzLmPKCRSjTGttwiakSRiXbN715XZJajKqhCP8CKq1evYmJigvlf3sOKStj6LAamF1ArdKmKL2ryWjUpmsetOjopEL0W4vej3jCdAjMdLJxGk0lX1pd8xcFj1phY6jHh5c6EPdoeA5P6lQltGxvsXn+9NlmuSUzCaNBA9Pz8cPa3YMqCbjj7W3JqcyIVJTX15m+KTKdaqSaoUo6WjoyRg8GiMI6DP1/m4vHMOmMzf99NpM9jRJV64+BtxrgXO9bGJMhkyE1ubLwTtGVYTvPD7qUQ9H1tcf7qKwQg7amn6Wylw/mM4hZripNjopABbt1u7ML36tKdvLQUCrMzG594h5xIzMff3gRzQx0qFBVklDX8eLQteHaAF4a6Wry+6TxWRjrM6NGyxhN3zPEvQKYFPZ6pc1guE/hickcqapQ88M1JrlxrWCLQFEeu5LI1OpM5/Txb3Nykp5cVT/TxZHNUJq9sPM/68DSUKjWjgh1Y8kAwD3VtfmMpQLminOf/fB65TM7/+v8Pfa3bq8oN9rdFLhOY+f0ZNoSn8UhPdw6+1I8pLfQ8vpXHenmgUKv55nAS0WlF7DqfxaqjSby8MYbCCgUj7lBqcSsj3EcwxG0Iy6OWE5cfhyiKbEvcRmfbzjga/WNrIPVIigzH0MwcG7fmnWDcgjsx69OvefSLlQQPHo5c68YHHEMzcya+uRAtHR02vv8WRdlZ/PnDN6TERDL48WdwCajblt7O05tpH31Bt3EPMnj2M/SaPKNFH8aCw4ZTVVZK/KnjtceUNTXE7N+FZ+duUsMQCYnboCWJbAZw8/M+p+vHbuZRYD2AKIonAT3AqoVzEUVxhSiKIaIohlhb/32NzStjz6Pt4ICWZeNVwN+zC/E20CXQqPlfoJWxeSADXT8LkpOTcXd3v/FmeOhDKEhEb/xjyAy0qIjMqTe/pOQ8hw4HUVB4kprUErRsDZD5D4SY9bBuKiXOHqjkItqyULZ8HkWNtjVhpp8wfngqdh7N727+K1n2PnYUx08/BaCgvIZ98bmEW6hRKtVE7qvrKiGKImvPpNLZzoTcC4W062aH3dghdMzdjLUqvdZSTlSLxB5OZ8cpY0rMPOk71YfRz3dA16Dp6pkgEzSWeICOiwuOX3xBTUoKY7Z9RUFpFZnFjWuf/6ImOZlsdQ12VrZ1Hj96hmi6ZyXepWpylULFudTCWqnFq0dfZejGoYzfqtkQlVSc1MwVWoe5oQ7P9PcCYE4/r9veuNUqSrM1WuQOU8GkfnIW6GTKb0/0AODBb0+2qpV2lULFW1ticbcyZE6/1jlRzB/Sjp8f7cqhl/oR+84Q/niqJ++PC2RiZ6cWNfYQRZG3jr/F1ZKrfNL3kztKBs0NdZjWzYVBfrbsntubt0b635FO3M3KkKHt7fj++FXGLD/OnDURLNoRx+7YbLq4mdOvXdu+pwqCwFvd38Jc15zXjr5GRE4EySXJ/ypvZJVSSUp0BO4dQxBaaFlo6eSMlnbD30dTGzsmvLEQlVLJL6/PJWb/brqOmUhA/4a7Emrr6NJr8nSCBg5tcczO7YMwt3ckat/O2mOXjh+msrSETsP+Pd8bCYl7SUt+a54FvAVBcEeT4E4Gpt4yJhUYCPwoCIIfmiQ5F9gKrBUE4TPAAfAGzrRR7PecqvOx6DVRRU6prOZ0cTmve9g3+8lfI7XIQ9fdlLyyAioqKnB3c4OMCLi0A058CR2nI3j3Qz8ogfLwbA6vvghacnQMtNDV16JcZxEqsZykxM+xT52LQYAVBE+G8+vBNpCC7iMg43suHrBGR1/NpAVd0fvhFTjxBQSM07hitIDLpSKbIhM5npDPxawSQOPJO0hLjvpAGv79nTC30CSbEamFXLlWxtveTlQo8gns54SgrY31tKn4f/oJidO/5tCay8QeySAvrQzzwkR6DzLDuU/zRvgNYdi9G3ZvvgHvvMs4tR0xaSE4mjX9ASVz2zbK9HTo1KtvneOmNrZYu3mQEH6KkFHjbyuepohIKaRGqSbUy5LInEgOph1koMtACqoKWB61nOVRy/Ey82KM5xim+U9rVSvgxniklzuO5vqt0tzeESeXgVoJPZ9vdIiPrTEbnuzBQ6tOM2XlKb6f1YWuzThLlFcreWlDNCn5Fax9rBt62q2TD8hlAr29bz9Z/C72O/al7OOlkJfobn/nrYjfHdO4ZOt2eGd0e0K9rLAz0cPBTA9HM31M9bXvmj7YVNeUhT0X8uT+J5l7cC46Mh0Gu/172lBnXblEdUV5s3rk1mDl7Mr4197h90Vv4tO9F70mz2iza4Pmw0vw4GEcWr2KnOQkrF3didi9DStnV5zbBzV/AQkJiXo0+xFZFEUl8AywB4hD42JxQRCE9wRBGH192DzgcUEQooFfgVmihgtoKswXgd3A06IoNm+N8DdEWVCAIj0d/aDGk+Q/rmn8SsfbmqOuUaEsrm50rDKnAmVuJfrtrUgO3weA24HHYWV/OPYZePSDsIUAGHS0AaVI8dlrJJzLIWpvKtHHdlIjhlNV6EJxSTjluhfQcTEGzwHwwI8wcyv5pefQ0/YnLbaGkOFu6BnpQeizkBUFV4+06L6ziiuZ9O1JfjqRgom+FvMG+7BxTigX3h2C/0AnBLXI4s/PkFemudc1p1Mx1tFClliGg7cZlo6aR+Jmkx5AW1+XjnnbcAuyoji3kk7miXSM+xb7B4Y3FUKzmD34IAb9BzA9bjcJERebHZ94QnPvXv0G1jvnFdKNjMtxzXqW3g4nEvORywRCXM35/NznWOlbsbjXYlYPW83+ift5teurmOiY8Om5T3ly35PkV+bf8ZrachkjgxzQbqD7XptTUQDhP0D78WDR9CNqV0tDNjzZA1sTXWZ8f5rdsY17ByfklDFm+XH2XMjmjeF+hHrdPWeQhkgpSeHLyC8Z6jaUGf5tm9i0FbYmekzv7spgf1vaO5hiZqBz1zfQ9XTsyeR2kymqLqKfcz9MdBr3JP+nkRR5FplcC5fADm16XXuvdjzx9U+MnPtKiyvUrcG/70Dk2trE7N9FxqUL5CYn0XHYv2czpYTEvaZF/0tFUdwpiqKPKIqeoii+f/3YAlEUt17/90VRFHuKohgsimIHURT33jT3/evz2omi2LiR49+cqthYAPQCGk6SRVFk47VCepgZ4qSnQ/GOJK59dg5VWX3NLkDl+TwQQF+1j6vhezGnGDOndjD2a3gpAab/oemuB+i4GFMlE/Aw0eHRT3vzxLK+BIz+Ex1tW3TLPkSsNibfYxs6riaa6nD7cSi05ZSURJOf5IOxpR6Bfa9XaoMmg6GNRjfaAt7dehGlWs2+F/uwbnYPnh3oTWdXc7TlMp4Z64+RlykOuUomLT3OmasF7IjJ4gFHS8oKqgnsd6M6LDc2xmziRMp372DwWCtmLeqK5Z/fYTxoIFrmzeu3m0IQBBzeeRuVtg7eq5ciqhu3GFMWFpJRnI+xngHm9vUfmXt16QGiSGLE7T/wWHEkkXe3XaC4QlHn+MmkfIKcTInKP0VETgRPBj2JgbbG09rW0JaH/B7ip2E/8V7oe0TmRPLg9geJyY1p1dqlNa3X+bYZZ1ZCTVnTVoU3YW+qz/oneuBpbcSTv5xj1LJjbInKQHGTRdyOmCzGLDtGYXkNvzzajcdb0Ta6rVh3aR0yZLzc5WUp2biFF0NeZLTnaB4JeOR+h9KmJEWcxcnPH10Dg+YHtxIdfYO79nOkb2RMux69uXj0EKc3b0DPyBi/Xv3uyloSEv8FpI57LaQy5jwIAnrtG/YAjSqtJKGimgdsLTRSiosFiNUqSv9s2AGiMjYfHRcThMtrSRZccO/QGyZf13Ia1tU8l+RVkVyhxFSlRplfSUHBYUpKI3D3eIbekzqjmzKECqtYSoTLtXMKC08CavKueNN9rAdy7evfam096P4kJB6A7PNN3vO+i9fYfSGb5wf64Gpp2OCYUVN80REFvIpEJn17kmqlGq9iMDTTxb1D3YqfxQxN+97CX9ZQdeQgquJizCZMbDKGlqJta0PkqFm4ZlyhYO2vjY4r2reffEM93IMbdguxdnXHxNrmtl0uEnLK+HDXJX44nszAzw6xJSoDURQpq1YSnVZEDw9zPo/4HGdjZ8b7NCzpGOc9jp+H/4yWTIuZu2ey/vL6Fm1IXHV+Fb3X9eZE5onbiv2OqC6D01+Dz1Cwa7mUwNJIl41zQvlgfCCVNSqeXxdFn48P8u3hRBZuv8jTayNoZ2fMjud63/MKMkCFooLNCZsZ7DYYa4O/736J+4W+lj7v93qf9lb/Hm/kktwc8tNTcW9DqcW9JHjwcBRVlSRHnSNw4BC0ddu+aZGExH8FKUluIVXnz6Pj6YHcqOFkceO1AnRlAiOsTVFklqMurUFmqkPZ6SyU+XVblirzKlFkl6PvrUNW+lWqRW3cPb0bXTsxIoeUajWCjpz83+JITFyCvp4LDvYPoKuvhUvJMASFAdFnP6udk5d3BLVSDyOjQLw732KEH/II6BjB8aWNrllWrWTBllh87Yx5rHfj3rqWjkZ4drSmc7UWT1jEMc8ygcKkEgL6OCK/5RG/tqMjJkPCKFq/noKff0HbwQHD0B6NXru1GI8eTbhNO3I+/ZSa9IZdI5L27UItk+E1IKzB84Ig4BXSnZSYyNtqNbtkz2UMdLT45dFuOJob8Py6KGZ8f4bfw9NQqkW0TKKJL4zn2Y7PNtm619/Sn99G/kY3+24sPLWQN4+/SY2q4acSAAdSDvBFhObpwHsn36NCUdHq2O+IiJ+gshB6z2v1VD1tOVO6urDvhb58PysEN0tDPth1ie+OXWVWqBvrZvfAzvT+/KLfnrSdMkUZU31v3YYh8W8lKeIsQLPWb39X7L3bYe3qjiDI6BB2Z1I2CYn/OlKS3AI0m+xi0W9EaqFQi2y6VkSYpSmm2lpUXS4A4GWxHGQCxXvrOkBUxGo6w+nJT3GSTgiCgJubW6PrJ5zLwdTNBIuJ3uRXH6Ss/BIeHnORybRRVyqRF8jRLxyOqHeC+OgziKLItazDlF/zJXS8b50OfIBGxtF5FsRuhMKUBtf8bO8VskuqeH9cYLN61s7D3VBWqxiYc5ng7HRkcgH/XvU7hAFYPPww6rIyKiMjMR0/vk11eUHO5iztMBG1CNkL3qpTfRWVSkr37yc19SpyQdbkRhavLt1RKRQkR0e0av2I1EJ2X8jm8d4e9PK24o85obw3pj2RqUW8s+0iOnI1ezJ/ws/CjyFuzXdoN9U15auBXzEneA5bE7fy1P6nKKspqzfuUsElXjv2GoFWgXw18CsyyjL4OvrrVsV+25Rkwe7X4MB74NoLnG+/V5BMJjDA15ZfZ3dnx3O92DinB++Mbo+O1v15mxJFkV8v/YqfhR/B1sH3JQaJe09S5FnMbO0blGP9ExAEgcGPP8OQOc9jYnXnTWQkJP7LSElyC1BmZqLKz0evkU17hwpKyFcoa72Rk89kEoeKYyWVRNjoUBmdS03GjeSmMjYPbScjzp0/Riy+DOjfH2PjhrvzFeVUkJtaildnG/QCzCkI2IpOqRMmBZoKrKaJCPgFzUat0iXu/FKupV1GLWSjK++CU7tG9L7dnwKZHH4YDtHr4CYd7/n0Yn48cZWHurnQ2bUZvbAoYp30De66p4mpHMelir542aU16L8MGo9p/ZDOIAiYjW9dS9/m8LYxotTUksjh0yg/cZLijRtR5uaS9/XXJAwaTNozz5JrrI9LO/9GrZoAHH3bY2RpxZE1P1BZWtKitUVR5KNdl7Ay0uHRXm6IoohcJjCjhxsH5vVlXEdHuneIJ7M8g+c7PY+shTbiMkHGUx2eYnGvxZy7do5Zu2eRU3HDDjCvMo9n/3wWEx0Tvuj/BaGOoUzwnsDqi6u5mN/8JsbbpjgDds6HL4Lh9LeazXoTVrbZ5ds7mNLZtWnHi7vNmewzJBQlMNVvqqRF/o+gqKkmLTYG904h/+jvub13O9r3rb8xWUJConVISXILqDyv2bTXUBORU0VlvJWQgYW2nP4WxhyJzsSsqIZ8Gz1mhbrxekYOaj05xbs1bWOVRVUo0svItytjT4EjvhbQq3fvRtdOjNAkRJ6dbMjO3kS1PB27gikU/Z6IsqiK6pQSEMDE0xUbywcxsD/FiT0aGUVw6OhGr4upI8zYCoZWsOkJWNEHEg+iVKl5bVMMlka6zB/i2/QLI4qw/x04uIiQjsVUq/RQiAYEVn8FRamNTrN/81Uc3n4JbYeGq823i5ZcRoCDKZudumLQpQvZi94nvv8Acr9Yiq6HB/rvvkWFXIZX735NXkcmlzNq7quU5eex7X8folIqmxwPcOhKLmfS4+kYfJIx24bS+7fevHjoRdZfXk8NuSwa502Kagtd7LoQ6hDa7PVuZZTnKJYPXE5qaSrTd04nqTiJGlUNcw/OpaiqiKUDltZqZl8MeRELPQveOfEOSnXzsbeaP9+HpR0g/HsImgTPhsO4r8Gkbb+f95tfL/2Kma4ZQ91a7lUr8c8m7UIMSkVNm1q/SUhI/HORkuQWUHk+BkFbG912N1o4lylVvHYlnbGRCahF+D7AnYyCSn7//SIyBIaPbce8MB8MTXTZoKOiOr6IqvhCKmPzKaeKHVcOYUERY0cPb7JiER+eg52HKYZmAlevLsXEOAi3kTMQVSIFay9Rc7UYbTtDZLpa+Lafg4AWpp57QGmLvatf0zfm2gMePwgTvoOqYvh5LNlfjaAq8yLvjGrfdIMDtVpTSTz+OYQ8gs2MxXh2ssbBXR9bnUQ4sqThecoadI/NxTThdSi91nR8t0GgkymxWaVYv/ceul5eWEybhufuXbh8/x0JxQVo6eji06NXs9dx8PFl8OxnSbsQw6HVqxodV6WsYlvCdl46Ogcjr084U7gRXwtf+jn1IyY3hoWnFjJ803Bee30sXQ9p82zQ07ddoQp1DOWHoT9Qpapixq4ZzD04l+jcaN7v9T7+lv6140x0THi92+vEFcTx88Wfb2utRinNhiMfg9cgeDYCxixr1u7tn0hmWSYH0w4ywXsCelrSxqf7TWlB3l3thPkXSRHhaOnq4uTfuNWnhITEf4d70ILrn0/V+Vh0fX2R6ehQU1PDoYJSXkvKJrNaweNOVrzqYY+oFBm7/Diz1HJEAy2M3cwQZAJvj2rP82siGK1vTvGuq6i1BP40vEiNQsFMo3D0XBu3YivMLic/vYxeD3iTk7OHqupMfH3fR9vSAPPx3hT8egkAw26aRhG6ujY4OD5AZuZabB36tSwZk8kgcCL4jaLi2DcYH/yIXbpn0SouB9VzIG/gR6QwBfa8Dpe2a1oPhy0CQWDIYxpXA2HXTDj3A/R+Eczd6s498C6knwUEOLEUhrzfkm9Biwl2MuOH48kk61rg//uG2uM1lRXEHT9Mux690TNsWTvj9n0HkpuazLntm7B2cSNoUN2KYllNGdN2TiOxOBG1aEGY3Uxe7TUdW0PNRklRFEkuSebgnxsoTNN4M1ccuQgPdm7VPZXm55EaG037vgNpb9meX4b/wpP7nuRoxlGe6vAUYW71NyEOchlEf+f+fBX1FYNcBuFs4tzAlW+DxIOav/u9Cub3qM31fWD95fUAPNjuwfsciQTAzqVLyE29yrTFn2Nm17o22xE7t3Dqj9/Q0tVFz8AQXUMjdAwMMDAxw9bDC3svH6xc3JDJ5VyNPItrYIcm5VgSEhL/HaRKcjOIKhVVFy7USi0e232IGXFp6MtlbO3kzUJvJ/QFGS/+FkVKbjm9tXQx9LWo3Sw3LMCOXu2sWVpTjiKznCOZ4VxTFTJW2ItNQL8mu97dLLXIyd2Djo41FhaaKqhBsDWG3TW/LHRcbpj4l2lNoaDKlONZHVp3o1q6LK0cwsCaJVR5DEY48C58NxhyLt0YU1EAu1+HZSGQsB8GvVubIIOmZbQgEzTJsSCHI5/UXSNum6YjW9fZEPSg5nF9eV7TcbXA+uxmgpw07bZj0ovqLn3sMIqqynqJbnP0eWgWbh06c+D7r0m/GFt7XC2qeePYGySXJGNQ+Aiule/x6eB5tQkyXPdv1rZBsScWa1d3/Hr35/TmDWQlXG5oqQYRRZHdX3/O7q/+R366xk7Q2diZX4b/wmf9PuPJoCcbnCcIAm90ewO5TM67p95tkYVci0j8EwyswPbfW2mrUlaxMX4j/Z37Y2/UuoRMou0pLyok/dIFqsvL2fLp+yiqmm89/xdXTh3j4E8rsXRywaV9ECY2dgiCQGl+Honhpzjw3Vf88tpcls2axJrXX6QkN0eSWkhISNQiJcnNUHP1KurycvQCA4krLGa/oRWeOel8a6FFF1ONHdyKo0nsvXiND3t4IK9Woed7Y8ORIAi8NyaA/YKSc3rXiNPKoLuLNe3VceDfhGYYjauFvZcp+iZq8vMPY20dhnDThi+zER6YjfPCIOiGf+y3xyuYf2Qhnxw04lJ2yzadAeSWVvPTiWR6BvthPONXmPgDFKXAt73h6Gdw9NPrm7S+vq5DjYBecxtO8k0cNDZzUb9CfqLmWMFV2Pw0OHTSJNa954GiUpM0N8a5n2Bpx1bJMtwsDTHW0yImo7j2mCiKxOzfjbWLG/be7ZqYXR+ZTM6I5+ZjamvP1s8WkxB+mvRLF1i57zPC447QT28y17K8eWWoP7JbXUSAY+tWU1ZUyODZzzDg4ScwNLdg9/L/oahpvBvjzSRFnCX1fBQA8aeP1x431zNnsOvgJp8W2Bra8kKnFziddZrH9z3O1eKrrbr3eqjVkHQQPPtrnkD8S9mdvJui6iLJ9u1vQmL4aRBF+jz0MHlpKexd8WWLPvRlJVxm17LPsPfxZcLr7zH0qRcYO/9NJr39ATM+WsqclWt47MvvGPH8ywSHDUOurY2ZnT2eId3uwV1JSEj8E/j3/qZrI25s2gvgvYtXkYlq+iTHce7kSQBKqhQsP5jAID8bBunqgQz0vOs6QjhbGPBMX1dOi5cw17NksMFpMLIFp8btsgqyysnPKMersw0FBUdRqyuxsa5rGyZoyzDqZo+gLQcg/lop++OuMaOHK6b62ryy8TwqdcsqiN8cTqRaqeL5gdf9mgPGw1OnNc0hDrx73eKrJ8w5AWOWazb+NUWvF0Cuo6kmK6pgw0wQ0LTM1tIFax9oP07Tpa2ioP78axc1mufCq3D6mxbdA2hsxIKcTOtUkq8lJZCTnEjQoGG3pQfWMzRi7Py3UKtVbPlkIb+9/Qpl3x1i/BFHnDce45H8zXQwq9/lL/NKHFF7d9Jx6EjsvdqhZ2jE0CfnUpCZzvF1zWuFVUoFh3/+DnMHJ+y8fLhypukmIaIoUpCZXufYpHaTeLPbm1zMu8iErRP4MvJLqpQtr8TV4VoslOdqWp+3gOzybPIqm3lS8DdDFEXWxq3Fy8yLLnZSRfHvQMLZk5ja2hEyajy9HpzOpeOHidy9rck5JXk5bP54IQZm5ox96U20dOq77QiCgKmNLb6hfeg343GmvPcxj36xEkOzO+sAKiEh8e9BSpKboep8DDJDQ65Y23GwBjrlpDE8tDtJSUlkZWXx88kUSquUzB3kQ9WlAnRcTZDp19fxOlcloS0o2a2wg4S94DuyyWpcYkQOCODZUSO10NIyw8ysaQ/ab48koactY+4gHxaM8ic6rYifTiQ3e4/XSqr45VQK4zs54WF9k17XyBoe/BmmboBH9sDUdWDTzGbAvzC2hS6PQsxv8PsjkBUN476tq2Pt85KmjfGtSbCiEjY+Cnqm4NEPzn4H1S1vtxzkZMalrFKqFCoAYvbvQktXF79mXC2awsLBkUc+X8Gg117mWM8yLvaR4zP5MY5ahGJUXcSa118g7eKNDoYqpZJ9K5ZhZGFJrwen1x53DepAcNgIzu3cUmd8Q0Tt2UlhVgb9pj9Ku+69yE1OouhadqPjLx75kx9eeLKOLEQQBB70fZCt47YS5hbGipgVjNsyjoOpB7lSeIXw7HAOpB5gU/wm1sStqWMvV4/EPzV/e/Rv5tXSJJuP7nmUMZvHcDb7bLPj/y4cyzhGXEEcU3yn/KMtwP4tVFdUkBobjVeXHgiCQNcxE/EM6c7hn7+r83N+65xNH72HsqaG8a++jYGp2b0NWkJC4l+DlCQ3Q+X5WPTat+eDq9noKmuYaqRFSEgIOjo6HD1+nFVHk+jfzho/Iz0UWeXotavv7ZqRkUHEuXB8AjoSLEtArqxkfXkHapT1q49/kXAuBwcvM/RNBPLy/sTaaiCyJjq0ZRZVsjkyg8ldXLAw1GF0sAP921mzZO9l0gub7r62/GACKrV4o4p8Kz5h4NK9yWs0SM+5oKUHl3dAz+eh3bC6523bg98oOPWNxl3jL/a9DTkXYezXMHABVBdrpBctJNjJFKVaJC6rhOqKCi4dP4JvaF90DRrulthSZAa6vJ+2jGtWNbw9/UtiddsRa96BCe8sQc/YhN8XvUnknu2Iokj4tj/IS0th4CNz0NE3qHOdPg/NwszGjj1ff05NZcPfm8rSEk5uXItrUEfcO4bg3U1jG3ez5OJWIndvByB8x+Z656z0rfiw94esCluFlkyL5w4+x4StE3h4z8PMPTiXBScW8OGZDxm/dTx7k/c2vEDin2DjDybN63Qv5F8gtTQVpVrJ7H2z2ZbYcOVPoVKw/vJ6NlzZ0OD5e0mNqoYPz3yIm4kb47za1sNb4va4GnkWlVKJdxeNL7wgkzHs6RcwtbFj2+cfUlpQ90mFWqVixxcfkZ+eyqgXX8PSyeV+hC0hIfEvQUqSm0BVXU31pUtcDO3Nn4VldEiNp2M7H/T19enUqRMXL1yguqKMZwZ4U3W5EAB937pJslqtZseOHRgZGTFh5BAW+iRSLjfh9UhTxn11nCvX6ldIr10toSBTI7UoLDyFUlmCWq8vz/4aydW88gZj/e7YVUSobSEtCAKLxmk2V725ObZRDV9GUSXrzqTxQIgzzhYGDY65bYysIWwhBE6CAW81PKbPfE0SfHqF5usre+DMt5pmJ96DwLEzuPWGU1+BsvG2zDcT5GQGQEx6MXHHDqGoriK4sQ17pdmIKwfClUYSw5v44MwHxBXE8WGfD3E2dmZXbDahXla4errx0Puf4hbciT+//4YdX3zMqY3r8O4WilcD+kYdPX2GPDWX4twc9q1c3qA++cSGtdRUVNJv+qPXHwvbYePuSfzphiUX2YnxXEuKx8zWnsRzpynKzmpwXDf7bmwcvZFP+n7Cp30/ZWXYStaPXM+eCXvYOHojzkbOzDs8jzePvVm3u19NBaSebLHUYm/yXrQELX4f/TudbDrx+rHXWR61vPbnUKVWsSVhC6M2j2LhqYW8d/K9xpPze8SPF34ktTSV17q9hrZccjf4OxB/9hQGpmbY+9zYS6BrYMiYl95AUVXFDy/MYfmjU/hy1gN8MX0CX0wfz9Wocwx69Cncgjrex8glJCT+DUhJchMs+GwLaoWCpV5BmKpVdMxJxcND4wnbMaQLalFkkFUJnV3NqbxcgNxUFy3buonmuXPnyMzMZMiQIeTFx3HySAwGASP5ano3sourGPnlMVYdTUIURURRJPZwOps/i0DPULvW1UImM2DBbgO2RWcybdVpMosq66xRVFHDr2dSGR3sgJP5jfUdzfSZP6Qdhy7nsjW6vsdoVXkZy/ZrnBaeHeDV1i+fhi6PaTqxNZZ02AdrdM+nlms2+W1+CmwDYODbN8b0fB5KMiD29wYvoVaryLwSh1qlkVfYm+phZaRLdFohMft3YePmia1nA1VyZTVlqycjZISz85clBL2zh26L99N/ySGGf3GUfRdvbBhML01nU/wmZvrPpI9THy5mlZBaUMGwgOv2ewaGjJ3/Ft3GPcjlk0eRaWkxYNYTjb4sTr7t6TFhMpeOH+bHF58i/syJ2gQyPz2N6H07CRo0BCsXt9o5Pt16kpVwmdL8+jrf6H0aScnYVxYgk8mJ2L210bV15DoMdRtKmFsY3e2742fph4ORAz7mPqwevpongp5gW9I2Jm6bSGROpGZSyglQ1Wg27TWDKIrsTdlLN4duOBs7882gbxjjOYZvor/htWOvsTd5L+O3jufN429iomPC8oHLCbIOYsGJBSQXJzd7/btBVlkWK2NWMth18G01e5Foe5Q1NVyNDMczpBsymbzOOUsnF8a/+g5+vfri27MPAf0G02HICEJGjWfEc/Nb7WIjISEh0RCST3IjJOaWURQZxamAjkTKdRiceglfd3e0r/tn7o0vJVllgXd1BpVlFVTHF2HQ0bqOjrGsrIwDBw7g7u6Oq70dP780h6pKG2xU/oS1t6OTqzmvbjzPoh1xCJUqbC5XkHohH2d/CwZM90PfWE5u7j4KVSFEpFbw3AAvfjiezLRVp1n/ZA+sjHQBWH0yhYoaFU/0rd/UYUYPN7ZEZfLutou4WhriZ2+Mrpacktwcfnjpaa7qBzBl2AQczPTvzQvbEH1ehlUDYNVAjR55wnegfVMDB69BYNMeji+FoMl1tNzVFRXs/PITkiLOYm7vQI8HHsK3R2+CnExJvXwJx5SrDHqsgQYeokjaL0/hnBtJsuDEAO2LTAyyo1whUKFQEZ5cwAe74hjoa4NMJrAxfiOCIDDNfxoAu2OzkQkQ5n+T5ZtMRq/J03H2D0Suo42RhWWTtx36wEM4+QVy8Mdv2frpYlyDOtJ/1mwO/7wKbV09QidNqzPeu1sox9atJv7MSToNG1V7vKq8jEvHD+PXqy+Wjs74hvYm9uB+ek6a1mqJibZMm2c6PkMvx168evRVZu2exbuh7zI28QzIdcGl+QTyYsFFMsoyeCJI8yFBW67Nwp4LcTFx4cvIL9mRtAM3Ezc+7ftprUOHj7kPk7ZN4oVDL7Bm+BoMtNv4qUYzfBKusSucHzL/nq4r0TipsdEoqiprpRa34uQfgJN/wD2OSkJC4r+EVEluhN/PpdOuKI1V46Ygr6jBLfky7a533FOo1HxzOAmVtQ8qhYIzf55ErFHV0yPv37+fmpoahg0dys4lb6OqrsBMt4YTR2NQKZVYGemyYnpnHrCxoHBTKmmXC+gz2YdRzwZjZK5LUXEECkU+62M9GBXswIth7fj+4S5kFlcy47szFFcqqKxR8eOJZAb42uBrZ1LvPuQygY8mBFFerWTs8uMEvL2HEV8cYdnij1FWVeJbGsdTDSTX9xSnzprH+JWFmuYiNre0wxYETTU5Nw4S9tUeLszKYO2b80iOjqDLmInItXXYufQTVr/8LIHKVMxSwtHW08OvV18AKpWVPHvgWeLy4zix7kOck39ng8FkrEYuQE9VyoJO1Xw0MYgvp3Tk1WG+JOWWsz/uGgqVgj/i/6CvU1/sDDWV412x2XRzt8Ty+geVm3EN6oCTb/sW3bpLQBDTP1pK/1mzyU64wk8vPc3VqHN0nzAZAxPTOmMtHJywdHIh/kxdXfLFI3+irKkmePBwADoNH4OiqpLYg/u4XTrYdGDj6I10sevCwpMLuXR1n6ZDo07zyetfUosBLjekGYIgMDtoNssGLGNxr8VsGrOJMLew2g8vdoZ2fNjnQxKLEll4amHb+Tq3gBOZJ9iXso/Hgx6XfJH/RsSfOYmOvj7OAcH3OxQJCYn/KFKS3AAqtcjWs1epcTEjycGZfkV5CGqR8EI9Kstq2Hg8hYyiSuZ0a4+zuQNnos6i1hLR9TIDoLq6msjISKKioggNDSXh92VkXE1lkEchfWfNoTA7iwuHDwBw/mA6blcqqdaVsda0Bh1f09rEISt7N0q1FukVHVk4RpN0dXGz4NvpIcTnlPLIj2f58UQyBeU1PNnXs9H7aWdnzJGX+/PVQ514rLcH7uVX0c28RKauHcbKMhSZSXf3BW0Jo5bC6C8h5NGGzweMBxMnOK7pUJgcE8maN16koqSYCa8vpM/UWcz4aCkjnpuPSqlEve8H/Mouk2Ptzx/n80grqCAyJ5JD6Yd4Z8e7dL30MdEGPRg1dxlGfoNBkEHCgdrlRgTa42imz4ojSRxIO0BBVQGT2k0CNFZ7CTllDAu0a5Nbl8nldBo2mkc+/5aAfoNwCexAx6GjGhzr3a0nGXEXqSguAjTShuh9u7Dz9MbWxhT2voWtsxNOfgFE7NqGWq267bgMtQ35uM/HmOmYME+7lFK35tt5i6LI3uS9dLPvhqmuab3zfZ37MspzFFqy+g+xQh1CearDU2xP2l5nI19ZTRm/X/mdh3Y+xIg/RnAk/Uir76VCUcGm+E2klqTWOa5QKfjg9Ae4GLswq/2sVl9X4u6gVqtIPHca945dpO53EhIS9w1JbtEAR+JzaR93krVjRuArqOhZmkq6vgWL9yVhcqQQ+1IFW3WNsdiUjExmzV6dTBL9y8mMOEt8fDzJycmoVCqsrKzwyDnC5iMR+Nur8X99G6KBJfZ/HuPkxl+xdu3MiT8ScA+2IvhBTzZ/fZJHfzrL5qd7YmmoQ3LGDuLyfFk4vitmBjd8Pvv6WLN0ckeeXhvBuZRCOrua08WtaW9PWxM9hgfaM8jLlB+2fICeixsPvvQuf8x/gotH/7z/jy3NnKHTjMbPy7Whx9OIu18jcu2XHNq6D0snZ8bMfwszW02yKshk+Pbsi0/3XkQfOsCuzds5YRDIL39orNasnQ+BEVxVxZJp4EzAs78h19EGHQtNk5PEA9D/NQC05DIe7eXOe9svIov+DUcjx1qt6q5YjQ3bkPZtkyT/hYGpGWFPPNfkGO+uPTi18VcSzp4iaNBQ0uNiKchIY8iTz2us9E4sBbfedBo+mq2fLibx7OlaZ4zbwULPgk8ch/JIws+8XXGJT0WxSWu0uII40svSeTzo8dtab3bQbKJzo/nwzIdoy7QJvxbOvpR9VCor8TT1RFumzdMHnmaSzyTmhcxrkSyjpKaEOfvnEJMbA4CfhR9hbmGEuYaxL2UfySXJfDXwK3Tk9b10Je4PmZfiqCwpxrtrw1ILCQkJiXuBVElugI1nUrCyqCHTxo7n3ezIyc5mSM9OhFqb0LFCiYuWgGimh9k4L7q8OAQrKysOXznN7t27KSoqomvXrsyY9hAzrePYt+MkZkZaDFy4FgytEASBXpNnUpafx9bP12BgosOAGX44WhiyakYIuaXVPPnzOY7FHUNXyEXbqD/929nUi3FYoD0fTwxGR0vGcwO9W+zpevy3XygrLGDw48/gZGuJd9ceXDl1HGVNy5wjWktC+GmOrfsZUd243V2L6TSD8BIvDm7Zg2dIV6Ys/KQ2Qb4ZmVxOx4FhvP7lUg68O5F9L/Th7VH+6Bkmo6eGSpnA+aFzkevfVOn0GggZ5zSSj+s82MUZE5MC4ooimegzEdn1boe7YrPp7GqOrYnerUvfdaxd3TGztefKdSu46L070TU0pF33XhCzXjMo/QyeId0wtbHl3M4td7xmp2vxPF+uZN+1M6y9tLbJsXuT9yIX5AxwbpkLxq3IBBkf9v4Qa31rFpxYwP6U/Qx3H84vw39h05hN/DbqN2a1n8WGKxuYtH1SbeLbGIVVhTy25zEu5l/kvdD3eCnkJbTl2nwR8QUjNo1gaeRS+jn3o7dT79uKV+LuEH/2JHJtbdw7dL7foUhISPyHkSrJt1BUUUPZnwc4OHoIndXV2McdJRoISPyW13P9MZD1IqqikPLsMoJksQiG45gwYQLp6el4urtjUX4FLmxG3Pw8my5aUClaMu6NT9ExvlHpdQkIwsjSm7K8YwyePZTC0h1Yavch2NmCTycF88zaSDaf3M5QNxkz+j3UaKwTOzsxKtgeXS15o2Nu5lpSApG7txM8aCgOPhrdr1+fAVw8epCkyLP4dOt5R6/drYiiyOGfV1GUnYWWjg7dxz94R9dLvhzP0Sx7fIzzGBnWDkG/+SqiIAh42xrjbqXHNwlXGF1axmErJ3bmnWMEj9wY6DkQDn8ESYc0nQABQ10tfL0vcLFcTieLMABS8suJyyrhzREtbKrSxgiCgHe3UM7t2Ex+RhrxZ07SYcgItK9FQHGqRjaSdgaZTE7HoaM5tHol15ISsPW4TfcStRoSDzLTcwARZnosCV9CkFUQgdaB9YbWulrYd8NMz+y279FU15QVYSu4mH+Rvk5961SLdeW6zAuZRx+nPrxx7A1m7JrBIwGPMNVvKlb6VnWuk1uRy+N7Hye9LJ0vB3xJL0eNXGRm+5lklWWxL2UfUblR0ma9vxmiKJJw9iSugR3qeYxLSEhI3EukSvItbI3KwNBKSb6ZOW+lLufy6b1YkY9FSRxydTcqUeManE9ehR1pf/wIS3ywP/IyXXJ+w+LHnvDDMBRnf2J7VmeullsQOvkxbG5JUK6czaamJgTEStLSF3Hx4jyOHQ8l5vxTdHe4xEthnnSyiUZbvzNmRtZNxntrgqxSKji69kfO/7mXipIbDTrUahX7Vi5H38SEXlNm1h53CQjC0MycuKMHG7y+qFaz/fOPOPpry5t5/EV24hWKsrMwtbHl+PpfSIq8/c5rxTnX2LH0EywcnBjS1Qzhj8fg6KfQwg1e8cc+pgI1nTyGMtxnHCcyTlBQdVM7bMfOoGtaR5dcpawiTXEEdWkAG89oXsu7JbVoDd7dQjVNEz7/CLVKqbG7ilkH2oYa94+Mc6BWEdB/MDr6+ndWTb52HirykHkNZFGvRdjo2/DS4Zcori6uN/RSwSXSStMIcw27g7vT4GriyjD3YY3KKbrYdWHj6I0Mdx/OyvMrGbRhEE/tf4rdybupVlWTVZbFrN2zyCzP5OtBX9cmyH9hb2TPjPYz+KzfZ9JmvXtEyvkoLh49SHpcLCV5ObWWjbeSk5xESW4OXo24WkhISEjcK6RK8i2Eb93Hnn796Jt7ieCUPewV5tCjSycKbN/EaMMVynwt8H+oN+fiTxJhugiX4J1wfoOmvbL3YFINurFndyQleTnIdTsQud8UtZhIh0Eu6BlqU5JXyeE1l3Hw8UVL3oUq1mBp0hUT0wCyszeTm7uHIG0LFIYFeLk81er4Lx0/wpktGj9hYYUMJ7/2eHUNpbq8jGtJ8Yx4bj56hjdaT8tkcnx79iVy93YqS0vQN67rkBG1dweXTx4FwMTKhuDBt3TNa4K4o4eQa2szZeESNn7wNjuXLuGhD/6HuZ1DvbGiKKJWKZFr1d+ko6ipZuunixFVKsbMfwsdK0vY8jQceA8KrsLI/zXuwwyQeorIiG/AwoyOvd/AS1nOD7E/sCd5D1N8p2jGyLXAo68mSRZFEAT2JO+hTFFKT5uR/H4unRcG+7ArNpsgJ9O2b7zSCuw8fTC2tCY3NRnn9kFY2ljDhS2a7oUefSF6LeTEoWsXQEC/wUTt3UGfqbOataRrkNpW1P0w1TVlSd8lzNg9g8f2PsbS/kvrJJh7U65LLVxuT2rRWox1jFncezGPBz3O1sStbEvcxvzD8zHWMUZXrku1spoVg1fQwabDPYnn305NVSXHfl2Nd7dQnP3rP0loivKiQv744B3UKmXtMUEmw8jCEmNLa4wtLDGytMLYwpLsxHgEQYZnA414JCQkJO4lUiX5Ji5ll1CoV0GZgRFvXf2YhIAXUYvgG9iRwgOpVKtFHIe7I9eW0WGQMxnJSrJ9X4N5l6l6No69RV3Z8MseKsuU6JlOYtQLz+EWaMW5XSn8/MYJzmxLYu93F0AQGPyIP+2HeaClp6L0qjs+3m/Qq+cJggK/wdS0E/p6LljbtM4QXxRFIndvw8LRmWkffE63cQ9QUVLMwR+/5cSGNbgGdaRdaJ968/x690etUnLl1LE6x0tyczi69ifcgjvh3qEzf/7wLRmXLrYoFpVSyaUTR/Ds1BVDM3PGzHsDQSZjyyeLqKmq2wwlOSaSX16by9IZD7D768/Jz0irc0/7Vy4nJzmRYc/Mw9zeUeOhPGGVpltf5M+w5oG6ba1vpvQarJ9JlJE5NvrW2Bs70s6iHd7m3uxI2lF3rNdAKM2E3EsArL+yHjcTN17uN4JqpZqPdl0iOq2IoQFtVEVW1kBFQfPjbkEQhNoNTcGDh8OVXZquhcEPglMXzaD0M5rzYSNQq1RcPnmsscs1TeKfmuYuxpp7DrQOZGn/paSXpjN5x2SicqKAG64WXe26Yq7X9CbStsbd1J3nOz3Pngl7+Hbwt/Rx6oOpjimrhqySEuQWUJKbw8EfV9R58tQQx9f9TOTubax/73UOrV7Vqn0MMft3o1YpmfjGIia8/h6DZz9D1zEP4OQXgFwu59rVBKL37uTQ6lVcOn4Y5/aB9SwQJSQkJO41UiX5Jrb+cYAjPXowIuEg3s7tWVduh6FhDrY6FuQUJJNhqI2njaaC6N/LgfCdyZzbmYR7UBFH1vxARVERrsGDyU7xJXicE5nWlxnyeG9ChpdxZvtVzu5IBiDssfaYWOmTlHEIUWFIzNY4ug4uxNDMHGvrwVhbD76t+DMvx3EtKYFBjz2FrYcXth5e9HxwOgWZ6aTEROLTvVeDG/xs3DywdHLh4tFDtV67oiiyb+UyTUL/+DPo6Buw5o0X2PrZYqZ98DnGllb1rnMzqeejqCwpxq+3pkObqY0tI59/hY2LF7Dnq88Z+cKrXEtK4OjaH0mNjcbE2ga/3v24fPwIFw4fwLtLD7qOmUhW4hUuHvmTHhOn4Nm5640FBAEGvAnmbrDtefgu7Hor68Fgcr1SrVLAhllQXUKUiS8dbTvV3v8I9xF8HvE5aaVpOBs7a8Z7DtT8nXCAS1oCMbkxvNzlZbxtjRnkZ8uGc+kADAtog8fzajWsm6KpXLv0AP8xmkqwqWOLpnceMRYtXV28unSH9dPA2B7c+2o0yQaWkHYWQh7BwsERKxc34s8cp/OIMa2LsTwfUk9B19l1Dvd26s2a4Wt49s9neWTPIyzosQBfC19SS1N5OODh1q3RhshlckIdQqWOea2gqqyMjR+8TUFGGgVZGYx/5W0EWf3aSeaVOCJ2byNwQBgyLW3O7dhMcnQEw55+sVm9u0qpIHr/Ltw6dMY1qEOj40RRpKq8jLKC/GbfXyQkJCTuBVIl+ToKlZrwshyUcjkPlEfyY5kFeno/0qXLJa7tj0Ilihh2vyETkMlFrB1TuHxsCbuWfYqBqRkjX1hEXlYwrgG2rBI/4akDT7H+8nosHY0Y9kQgk97owpDHA/AOsaWqOpv8/CPY2Y1HqVAStXdHE9FpaM4hImL3NnQNDfHvXfdxt4WDEx2HjsLQrOEKnyAI+PXuT+blixRd02huLx75k+ToCHpPnYmJtQ16RkaMnf8Wiupqtn76frNVpLhjh9AzNMK9443d6a5BHejz0CyunD7OmtdfZM3rL5CTcpX+Mx/n4f99y9A5c3l8+fd0HzeJ1AvRrHnjRf784Vs8OnWhx4QpDS/UcRpM2wg15bDtOfjMD77uBfvf1STPqSfIHvo+WVV5dLDuUDttuLvmw8DOpJ03rmXmDFbtIPEAGy5vQFeuy2jP0QC13Qx97Yxxt2pdF7sGObEUEvZDwASoKoLdr8D//GHVIDj5VR2XjYYwsbah95SZyKuLNA1WAieCTK758ODUtbaSDJp21hmX4ygvavqa9TizQtOKuuO0eqc8zDxYO2ItnW0789bxt5h/eD5yQc5Al4GtW0PivqFUKNjy6SKKr2URNGgoyVHnCN++qcFxe7/9EmMLK/rNeIxBj85hwmvvUl1exto353Fq47pG9cUA8adPUF5YQMehI5uMRxAE9I2MsXZxqyMJk5CQkLhfSEnydTbuPMrxTp3pXnQOhWcsXl7bsbUrQS0eJ8HqCZIdDuDe3QZFVRXndmzmu2cfJeHMbwgyfdw7z2Tqe58Rub8KbV05tsPVnMs5h42+DYtOLWJ38m4ArJ2N8eqssXPLztoEqPHwnoVn525E7dmBorqq0fhSzkfx9exppMZGN3i+ND+P+NPHCRwwBG291luT/dWVLu7YQcqLCjn000oc2vnT4XplGcDSyYVhz7xIdmI8+1ctb7QrWk1VJfFnT+LTo1c9jXHnkePw692f/IxUuk+YzGNLV9Fp+JjahgEGpmb0fHA6s5f/QN9pj9Cuey+GPTOvwepWLR79YO55mHMCBr0DeqaapiNRa6DbHKIsNB9uOtp0rJ1ib2RPiG0I25O2170Pr4EcuRbOlsQtDHEbUtsQI8TVnGndXXiq/226RNxM2ln4c6GmejxhFTx1Ep4JhwFvgbIa9rwGn/ppkvxrF5q+VuwfoFZqNuz9hXMXyE+olXJ4dwsFUST+zMmWx1hTDme+hXbDwaZhJw9TXVO+HvQ1U32nklySTBe7LvdcaiFxe4iiyN5vviD9YixD5sxl0GNP49OtJ8fWrSbzSlydsWc2ryc/PZXBjz9d6zbh1qEzM5Ysx6d7L46v/4Uja39sdK3I3dsxs7PHPViyc5OQkPhnISXJQEVFMWvEFOQyFVMsVmBkbIGf78f06X2C9oqV6JW4owz8hQtXJrP1q+c5tHoV5g52jHplNh0ndkehf4KDm1eQl1bGgBl+/JzyA2a6Zvw++nc62nTktaOvcTzjRithURTJzNqAmVlXDAzcCBk1jqqyUi4cOtBgfGq1ikM/raSytIRdyz+jqqys3piovTtAhA5hI27rNTCxssHZP5C4o4f48/tvUNRUM+TJ5+olp95detBj4hQuHD5A5K6tDV4r8ewplNXV+PXqV++cIAgMe/pFnlq1lp6TpqFr0PAGOB19A0JGjWfk3FdaVlUSBLBtD71egId3wMtJMHM7hC0iMicSfS19fCx86kwZ4TGC5JJkLhbc0FlvMjLiOStTPPWsebHzi3XiXjQ2kNHB9TcdtorKItj4CBg7aLoM/iV/sfKGPi/Bk0fhiaOaynD0Ovg6FH4cCZd2NuzkEbNOoxm2u6kZjNN1WUq6xk3E0skFcwcn4k8frz+/MSJWa6rZPec2OUxLpsVr3V7jm0HfsKD7gpZfX+K+cvy3X4g7dohek2fg16sfgiAw+IlnMba0YvsXH9e+x+SlJnN60wb8evXDvWNInWvoGxkz4rn5BA0ayrkdm+sl16Cxncy8EkeHsJFNf9CVkJCQ+BvSonctQRCGCoJwWRCEBEEQXm3g/P8EQYi6/ueKIAhFN51T3XSu4azqPlNdqqBYT59B5SfxiXiCTurvsDMfA0otFCfkyE/Nw1z7HSrK0jEN3k+nx/Ow6r2FtKIXUJl+gFX7rcisP8V/yHlUzkUcSjvEVL+pmOuZs2zgMjxNPXnh0Au1m5yKisOprEzBwf4BABzb+WPv1Y5zOzY32Eb4wqED5KWl0G3cJCqKi9h3SxVXUVNNzAFNgw1TG9vbfh38evenMCuDK6eP02PCFCwcnBoc12PCFLy6dOfQ6u+4GnWu3vmLxw5hYm2DYzv/BucLgoC2ju5tx9ki9M3AvTfItYjMiSTQKhBtWd2q9mDXwWjLtNmRtANRFFkZs5IFievoVlXD9wYBWOrfhhtEU4iipjpcnAETv9fE2BD2QTBmGbwYB4PehcIUjX75j8ehquTGuLwEjd1b0C3+046dQJDXJsmCIODTLZS0i+eb3ZwFaLTcJ5aBSyi4tMxhoKdjT5xNnFs0VuL+cv7PvZze9BuBA8LoOvaB2uN6hkaMeP5lygsL2PPN56hVKvZ++yW6Bgb0m9l4B8W+0x7B2NKK3V9/gaKmus65yN3b0dbVI6D/oLt2PxISEhJ3i2aTZEEQ5MByYBjgD0wRBKFO9iOK4guiKHYQRbED8CXwx02nK/86J4ri6LYLve0wt7VicnUivX6/Qk26NaV7U8n68Az5v8RBlYpkhYhfhwdI3tmRkkQ3LKyDcHF5nPb+n9G1yzZ08v+gpigYtelytpxfjL6WPlPaaTS0xjrGfDP4G6z1rXn6wNPEF8aTlbkBudwIm+vuFYIgEDJqHEXXskg8e7pObIqqKo6v/wV7H196Pjid0Ace4srJo8QdO1Q75tLxw1SVltBp2J29vN7dQtHS1sHazYOQUeMbHSfIZAx7Zh5WLq5s//wj8tNTa8+VFxWSEhOJb8++f4vKUYWigiuFVxp0OTDVNaWPUx92Xd3F4tOLWRq5lBEeI1im74dh0uG2D+bcD3BxMwx8SyOJaA4DC+g1F56LhP5vaqQV3/TSyDUAYn7TbNQLfKDuPB1DTVU97YYu2btrKKJaTWJ43Z+vBjn/O5Ska6ryEv8qUs5HsW/lMtyCOzHw0afqbeS192pH76mzSDh7ig2L3iAr4TL9H36iSacJHX0DwmY/S2FmOic33OjIWFFSzKUTh/HvMwBdgzbQ8UtISEjcY1qSxXQFEkRRTBJFsQZYBzS1TX4K8GtbBHcvGdpnEmcsL3E46wcOlhSgtDGgOr6QYsCwnQXxpw+Rn5pNYMdFBAevwMvzJezsxmBs7E+viUEMGvUTugbu+NYcZppHvzodx6z0rVgRtgI9uR7P7Z/NtZwd2NqOQC6/ITXw6toDUxtbzm7/o05c4ds3UV5YQN9pjyIIAl3GTMDR158D331Ncc41je3brm1Yubjh1Erv0lvRMzRi4puLGPfyAuRaTRuf6OjpM/blt9DS0WHTx+/VVigvnzyKqFY3KLW4H8TkxaASVXX0yDczwmMEeZV5rLu8jlntZ7G412K0vQdB3mUoTm+7QK5dgN2vgecACH2+dXPlWtB3Pjy8S1ON/n4IHFmiSZLd+4JJA24bzl1rm4oA2Lh7YmJt27zkQq2G45+DTXuNU4jEv4binGts/+JjLBycGDn31Ub/j3ceMRaPTl1IvxiLR6cu+DZgG3krbsGdCBwQRvi2TWQlXAbg/IE9qBSKZjfsSUhISPxdaUmS7Aik3fR1+vVj9RAEwRVwB/686bCeIAjhgiCcEgRh7O0GerfxMPUgp4sBKm2RUuVhdl4oJCPQmhPFCtw7mHJiwxoc2vnjFdK93lxBENDWNuaU2IUqtUCw8ghVVVl1xjgaOfLlwC9xFq6hVlfVSi3+QiaT03nEWLKuXCLjskbbV15UyNmtG/HuFopjO7/accOengeI7Fr+GWkXYshNuUrHoaMatHdrLY6+/i22XzKxsmHMS29SVpDPts8+QKVUEHfsENZuHlg5u95xLC1FpVZxLOMYqgakKpE5kQgIBFkHNTi3j1MfQh1CebXrq8wLmYdMkN2wgtv6HOx7W7MJMGI1XNoBisoGr9Msu14BXWMY9y3cboXdpZtGs+w/RrPxrygFgic3PNapq6bBTY7mZ+mvdtYp56OpKq+vaa8lfo/GJ7rX3Bt6aYl/PHUa8rz0RqN7AUDzszL0qRcIGTWewbOfbfH7St/pj2JoYcGer79AUVVF9L5duAQEY+nk0la3ISEhIXFPaevn4ZOB30VRvDlbcRVFMQSYCnwuCILnrZMEQZh9PZEOz83NbeOQWk5vn4FEeRVRWXwFI7Nswo9kotaSUZB2nPKiQvpOe7jRXxgFVQX8lriHK3pDENWVRMc8hlJZWmeMv6U/I63NyVYIxJVX17tGQL/B6BkZE75NU00+sWENKqWC3je1kQaN5/DAR+aQcekC2/73IXpGxrXuFPcaBx9fhsyZS3pcLFuWvE92wpV7XkU+kn6EOfvn8GXkl/XORedE42nmiYmOSQMzQVeuy7eDv+Uhv4duHLTx07g6XIuFk8th3wLY+iysm6rRBbeWvARIPgrd54CRTevn34y+mUbPPHoZ+I7UeCs3xF9yjlus4NQqJUkRTbQHP/Y/MHOB9o3LbST+WTTYkKcZ9I1N6DvtEYzMLVq8jq6BIWGPP0N+eiob3n+T0vxcOg5t5OdTQkJC4h9AS5LkDODmHTlO1481xGRukVqIophx/e8k4BBQ77m3KIorRFEMEUUxxNraugUh3R0GuAzggmsR2pamKCoO4+Rrik9XEyJ2bca7WygOPg1bYQGsjVtLlaqKB4PmERiwjPLyeMLPPcDFuFdJSvqcjIxfycraiKEqm8tKK9479R6VyrpVSW09PTqEDSch/BQJZ09x/sBegsOGN/hLza93f3x69KaqrJSggUPQ1m297Vtb4dezL90nTOZqZDgIAr49m38825ZE5EQA8F3sdxxOu6ElVqlVROdGNyq1aBRBgCm/wktX4K1ceC1DYzHX/SmI265JelvDuR9ApgUd6vsN3xaCAJ2mw+Q1Gv1xQ5i7g4HVDf0yYO/lg5GFZeOSi5STkHYaejyrkXhI/CuI2rP9ekOeqXUb8twF3DuG0L7vILKuXMLE2haPzi3Q3ktISEj8TWlJknwW8BYEwV0QBB00iXA9lwpBEHwBc+DkTcfMBUHQvf5vK6An0LK+xveBQKtALAytyO5qSGFWOs4+6ahqTqNS1NBr8sxG55Uryvn10q8McB6Ah5kHlpa9ae//GXKZPgX5R7iavIxLl9/kYtzLCII2w4PeI600ja+jv653rQ5DRiKXy9n2vw/Q1tOj+/iGH6cLgsDgx56m+4QpTW6yu1eETpxK8OBhBA0YgrHFve2WFZUThb+lP34Wfrx27DXSSzVa4oSiBMoUZa1Pkm9GEEDXSFNd7fUiyHXgZP2KdaMoqyFqraYybXz7ziOtRhA0uuSbKsmCTIZ311CSoyLqtQanqgSOfKLp1tdA8xCJfybpcbEcWr0Kj85d6TGhEWlOG9NvxmPYeXrTc9JDyGTye7KmhISExN2g2XKRKIpKQRCeAfYAcuB7URQvCILwHhAuiuJfCfNkYJ1Yt8OEH/CtIAhqNAn5h6Io/m2TZJkgo79zf7YnbuelwMEcX78GRXUVwYOHYeHQ8CNKURRZdX4VJTUlPBL4SO1xW9uR2NpqNqyo1QpqanKprr6GXG6AkVE7JnhPYPWF1Qx1G4q/5Q2zEEMzc/z7DOD8n3vpNm5Sk7vK9YyM6DnpoUbP30sEmYxBjz19z9etVlVzIf8CD/k9xKR2k3hw24PMOzyPn4f9XGu515CzxW1hZA0dpkDUrxq3CaMWPPWI2waVBRByH9o1O3WByzs1TUUMNI/NvbuFErl7G1c3LaWdeZFGf5x7GUquPxwa8BboNK5XlfhnIIoi1xLj2fa/DzG1sWV4cw152hA9IyMeWvy/e7KWhISExN2kRc9URVHcCey85diCW75+p4F5J4A7s1y4xwxwGcCGKxswHdqZ9E/Po6Wj22hL5JyKHN4+8TbHMo4xxG0IwdbBDY6TybTR03NAT+9GI4oXOr/A4fTDvHPiHdaOWIuW7Ma3osfEqegbm9yxpdt/gbj8OBRqBR2sO+Bs7MyiXot4/uDzfHz2Y8oUZVjpW+Fk1LDf823R4xk495OmZfOAN5off+5HMHcD935tF0NLcb6pqYjPEAAcPd0x0BW4cuAP2rmlgLUPuPUG63Ya2zgvydHin0xFSTFxRw8Re2gfeanJ6BoYMnreG5IFm4SEhMRtIAkPb6GbXTeMtI04WRPDg0+9gI6BAQamZnXGiKLIzqs7WXx6MTWqGl7r+hqTfVv3KNNU15TXu73Oi4de5OeLP/NwwI1Ko7GlFb2nzmqDu/n381e1ONhG8wFlgMsAHm7/MD9c+AFduS59nPq0ietHLVbeGunE2ZUaH+Gmqq558ZoNewPfvn1HizvBoaOmqUjaGU2SXFmI7NcpeOnnElfuhOKlQ2jr6d/7uCTanPz0NI6tW01SxBnUKhW2Ht4MfGQOvj37omfUgo6VEhISEhL1uP/dHv5maMu16e3Ym4NpB/Hp2QfPznU7jhVWFTLv8DxePfoqbqZubBi1gal+UzXWYa1kkMsgBjgPYHnUchKLEls9X6lWsid5DwqVotVz/y1E5UbhbOyMlf4NHfSznZ6lk00nqlXVdLDu0PaL9nxO07I5ak3T4879eH3D3n2SxOgYatpVp5/ReD5/PxQyzuE9YhYKhYodXy6hMKuxPbgS/xTyUpP57Z1XSI+LpePQUcz8ZBnTPvgfHYaMkBJkCQkJiTtASpIbYIDLAAqqCojJi6lzPK00jSk7pnAo7RBzO81l9dDVuJm63fY6giDwVo+3MNQ2ZP6R+VQpq1o1f/XF1bx0+CU2XNlw2zH8kxFFkcicyHqJsLZMm0/6fsJQt6EMdr0L8gHnbhq978lltc066qGo0mzY8x1xbzfs3YpTV0gPh1WDoSQTpm3EddQz9Jo8g9TYGH6c9xR//vBty9pVS/ztyEtLYf3CN5BraTF10RL6zXgMKxe3+x2WhISExL8CKUlugF6OvdCSafFn6o2eKAmFCczcNZMyRRk/Df2JRwMfRd4GO7et9K14v9f7xBfGsyR8SYvnpZWk8VXUVwCsv7yeuvsl/1moRTV7kvfwTfQ3DTYEaYz00nQKqgoa3JhnY2DDJ30/wd6ogW50d4ogQOhzUJis2ZjXEJe2azbsdZ7V9uu3BueuoKgAUa3p2OeukZ90GzeJR79YQeCAMKL27uC75x7nzJbfUSn/u08l/mnkp6eyYeEbyORyHljwQYv8jyUkJCQkWo6UJDeAkY4R3ey7cSD1AKIoEpsXy6w9swD4cciPBFq37V7EXo69mOk/k98u/8aBlAPNjhdFkfdOvYeWTItnOjxDYnEi566da9OY7gUqtYqdSTsZv2U8Lx1+ieVRy1kRs6LF86Nyo4A2dK9oDb4jwMIDTizVtIq+lfAf7t+GvZvxHQG958Fj+zTSi5swNDNn0GNPM/OT5Tj5B3B07Y/sWvYZolp9n4KVaCn56amsf+91BEFg0oLFjbrvSEhISEjcPlKS3AgDnAeQVprGb5d/49E9j2KkbcRPw37Cy9zrrqz3fKfnaW/ZngUnFpBVltXk2O1J2zmVdYq5neYyo/0MjHWMWX95/V2J626gUqvYlriNsVvG8srRVxAEgU/6fMJoz9F8Hf01JzJPtOg6kTmRGGkb4Wlar4nj3Ucmhx5PQ8Y5SPyzbqKcFw8pxzRV5PuxYe9mdAxh4AKNz3MjWDo5M+7lBfSeOovLJ49yfH0zWmuJ+0pBZnptgvzAgsVYOLShe4uEhISERC1SktwI/Z37A/D+6fexM7Tjp6E/4Wzs3Mys20dbrs3HfT5GqVby6tFXUaqVDY4rqCrg47MfE2wdzKR2k9DX0meM5xj2pe4jrzLvrsXXlvx08SdeP/Y6OnIdPuv3GRtHb2So+1De6PYGnmaevHb0Na6VX2v2OlG5UQRbB7eJ7OW2CJ6qab7xy3hYZAtfBMP3w+D3h+/vhr3bpMvoCQQOHMLpTb8Re3Df/Q5HogEUVVVs/mQRAA+8tRhLx7v3niQhISHxX0dKkhvB2sCaPk59CLIO4sehP2JrePc3X7mYuPBm9zeJyIng25hvGxyz5OwSyhRlvNPjnVpHjQfaPYBSrWRzwua7HmNbcD73PK4mrmwYtYHBroNr78NA24BP+31KpbKS+Ufmo1A3ro8trSkloTCh1vrtvqBjAI/shaEfQfcnNZv5BAGqy6DrE2Bkc/9iuw0EQWDgI3NwDerIvpXLSI2Nvt8hSdzCgR++oTArgxHPzcfSSUqQJSQkJO4mkk9yE3w54Mvbsna7E0Z5juJU1im+if6GI+lHCHMNI8wtDGdjZ05knmBb0jZmB82uI/vwMPWgq11XNlzewMPtH75/ldUWklGWgbOxc4OvrYepB+/0eIdXjr7C0oilzAuZ1+A1YnJjEBHvjsVba7Dy0vz5lyDX0mLUC6/y61vz2frpYqYsXFKbjBVdyyb1fBTply5g7epO8KCh6OhL3fnaCmVNDQgCWtraDZ6PO3qQC4f20338g7gE3McPhxISEhL/EaQkuQnudYL8F291fwsfcx/2JO/h84jP+Tzic9pbtievMg83EzdmB82uN2dSu0m8dPgljmcep49Tn/sQdctJL0snyDqo0fPDPYYTkRPBjxd+pKNNRwa4DKg3Jio3Cpkga/I6EreHroEh4155m7VvzuOPD9/BNTCY1NhoinM0Ehg9YxPijh7kzOYNdBo+mo5DR6FneMOPt7qigtQL0aTEROHo649fz77361b+UWz73wdkJ8Yz9KkXcO/Quc65wuxM9q36Cod2/vSYOPU+RSghISHx30L4u1mHhYSEiOHh4fc7jL8NGWUZ7Evex57kPVwqvMSKwSvoYtel3jiFWkHY72H4W/qzfODy+xBpyyipKaHnrz2Z13keswJmNTquRlXD9F3TSStJY/2o9TgZ192c9PjexymqLmLDqP+mR/S9IDvhCr+99xpyuRbO7QNxCeyAa2AHzO0dyU64wqlNv5F07gw6+gZ0GDICHX0DkqPPkXk5DrVKY+Wnpa3DjCXLMLdzaGa1/zYleTmsfOZRtHR0UFZX02n4GHpPman5WqHg17deoiTnGtM/XoqJ1T9LxiMhISHxd0YQhHOiKIY0dE6qJP/NcTRyZFbALGYFzEKhVqAta/hRrLZMm3Fe41h1fhUZZRk4Gv09LaEySjUd3hyNm45PR67Dp30/ZdK2Sbx85GV+GvoT2nLNvavUKmJyYxjlOequx/tfxs7Lhye/WY22rh4yeV0Jj713O8a9vICc5CROb97AmS2/gyhi7epO55HjcA/uhIm1Latffpb9K5cx8c3327Y9+L+Mi0cOgigybfHnRO/fScTOLaRdiGHEc/M5/+cecq4mMvqlN6QEWUJCQuIeIiXJ/yAaS5D/4gGfB/gu9jt+v/I7z3d6/h5F1Toyyq4nyS1I4p2MnXgn9B3mHZ7H0sgb+uT4ongqlBV0tOl4V2OV0EgvmsLGzYNRc1+hJO9hZHItjMwt6pzv89As9q/6iguHDxDQb9DdDPUfiyiKXDxyACe/ACydnBkw6wncgjqx++vP+fnV51EpFHQYMhLvLj3ud6gSEhIS/ykkd4t/EfZG9vRx7MMf8X+gUP09O6e1JkkGCHML48F2D/LjhR85kn4EgKicKOA+NRGRaBATK5t6CTJA0MChOLTz5/DP31FRXHTvA/sHkBV/icKsTPz73tDee3TqwsxPluEa2AFH3/b0nfbIfYxQQkJC4r+JlCT/y5jUbhIFVQUcSGu+c9/9IL00HWNtY0x1TVs8Z36X+fiY+/DGsTfILs8mKjcKG30bHAwlnevfHUEmI2z2M9RUVnLwp5X3O5y/JRcOH0BLRxefbr3qHDc0M2fcK28z+d2P0NLRuU/RSUhISPx3kZLkfxmhDqHYGtj+bT2TM8oymtUj34quXJclfZdQrarmlSOvEHktkmCbYEnj+g/B0smFbuMe4NLxw1yN/Ptvyq0qL+NebWhW1tRw+eRRvLv2QNdAstOTkJCQ+DshJcn/MuQyOaM9R3My82SLutbda253U6G7qTtvdX+LiJwIMssz778/skSr6Dp2EhaOzuz/7itqqirvdzj1UFRVcf7gXta+MY/lj0xm66fvU1lactfXTTx3murycvz7Drzra0lISEhItA4pSf4XMtZrLGpRzbakbfc7lDqIokhmWeZtO2+M8hzFaM/RAHSy7dSWoUncZbS0tRk8+xlKcnM4+fuv93x9ZU0NF4/8yYXDB0g4e4q0CzFcu5pIVvxlDnz/Nd88OYO93yylurKC4LARJEWEs/rlZ0mNjbmrcV04fAAjC0tcAiS/bwkJCYm/G5K7xb8QFxMXOtl0YnPCZh4NePRvI0vIr8qnSlV1R/Z0C3osYJj7MNpbtm/DyCTuBU6+7fHt2ZfzB/bQ88HpjXaWa2tEUWTvii+JO3qwwfNybW18uvciaOAQHH3bIwgCgf0Hs2PpJ2xY9Abdxj5Aj4lTkWu17dtleVEhydERdBk1HtnfvEumhISExH8RKUn+lzLWaywLTiwgOjf6b+MCkV6aDlCvMUhr0JXr0suxV/MDJf6W+PcZwKXjh0mOjsArpNs9WTNm/27ijh6k+4TJ+PcZQE1FBdUV5VRXlKNSKnEN7IC+sUmdObYeXkz/8Av+/HEFpzetJ+V8FGNeerNBB4/mqKmqRK6lhVyr7oeCuKMHEdVqSWohISEh8TdFklv8SwlzC0NfS/9vtYGvtfZvEv8+XAKC0TM24fKJI62eW5yTTcyBPa3aVHctKYGDP36LW3AnQidOxdzOAVsPL1wCgvHuGopvaJ96CfJfaOvpMeTJ5xg591XyUpI5tm51q2MuzM7k++dns+rZx4jZvxuVUgloqtsXjvyJnZcPlo7Orb6uhISEhMTdR0qS/6UYahsy2HUwu5N3U6GouN/hADeSZAcjybrtv4pcSwufbqEkhJ9CUVXVqrlH1/7EvhVfcmrjuhaNrywrZetnH2Bgas6wZ+YhyG7v7a5dj14EDAgj7ughSvJyWzyvtCCP3xe9hUqlwtjSin0rl/HjvDnEHT9MztVE8lKTad9HqiJLSEhI/F2RkuR/MWO9xlKuKOdA6t/DMzmjLANLPUv0tfTvdygS9xHf0D4oq6tJjDjT4jlKhYKrUeFo6+lzYsMaLjaiL/4LUa1m9/LPKCvIZ9QLr2Jg0nJf7oYIGTkOUVRzbsfmFo2vLC1h4/sLqCwtYcJr7zJl4RLGvrwAbR1ddi79hN/eeRWZXIt2ob3vKC4JCQkJibuHlCT/i+ls2xknIye2JGxp0XiVWsWT+55kTdyauxJPRmnrPZIl/n04+rXH0NyiVZKL9Asx1FRWMuypF3D2D2TP11+QfjG20fFntvxOUsRZ+s14FHvvdnccs6mNLX49+xJzYHez1nA1VZVs+vBdiq5lMXb+W9h5eiMIAp6duzL9o6UMf24+xpZWBPQb1KjUQ0JCQkLi/iMlyf9iZIKM0V6jOZ19ulbq0BT7U/dzPPM430R/Q6Wy7b1s08vSJT2yBDKZnHY9enM1MpzqivIWzUkIP4W2rh5uHTszet4bmNrasWXJIgoy0+uMK83P49i61Rz/7Rfahfahw5CRbRZ3lzETUVZXE7m7cWtFpULBliXvk50Uz8jnX6ln7SbIZPj17MvD//uGwbOfabPYJCQkJCTaHilJ/pczxnMMAgJbE7Y2OU4tqlkRswJTXVOKqovYlti2HstKtZLs8mycjG7f2ULi34NvaB9USiUJZ081O1ZUq0kMP41bh05o6+iiZ2TE+FffQZDL2fThu1SUFJN28TzbPvuAlc88wunNG/Dq0p2wJ55tU/tDK2dXPEO6Ebl7e4MNUVRKJTuXfkLq+SiGPPk8Xl26t9naEhISEhL3HilJ/pfjYORAV/uubEncglpUNzrucNphrhRe4eUuL9Pesj0/X/y5yfGt5VrFNVSiSqokSwBg5+WDibUtl1oguchOiqessACvkBtJp5mtHWPnv0lpQR6rnnmU9e++RmpsNJ1HjOWxpSsZPe91dPTaXvvedcxEqspKOX9gT53jKqWC7Z9/RPyZE/Sf+TjtJVs3CQkJiX88LUqSBUEYKgjCZUEQEgRBeLWB8/8TBCHq+p8rgiAU3XRupiAI8df/zGzD2CVayFivsWSUZXA663SD50VRZEXMCpyMnBjuPpyZ7WeSXJLM4bTDbRZDRul1+zdJkywBCIKAb2hvUmIiqSgpbnJswtlTCDIZ7p261Dnu4OPHiOdfxs7Tm7AnnmP21z/Sd9ojmNrY3bW4HXz8cPIPIHz7JlRKBaCRWGz9dDEJZ0/Sf9YTdBo+5q6tLyEhISFx72g2SRYEQQ4sB4YB/sAUQRD8bx4jiuILoih2EEWxA/Al8Mf1uRbA20A3oCvwtiAI5m16BxLNMtBlIHaGdrx94m3yK/PrnT+ReYLY/FgeC3wMLZkWg10HY29oz48XfmyzGCSPZIlbaRfaB1GtJv708SbHJYafxtk/AH0j43rnvLv0YNLbHxA4IAxtXb27FWoduo55gLKCfC4ePYiippotSxaRFHGWQY89Radho+5JDBISEhISd5+WVJK7AgmiKCaJolgDrAOaKpVMAX69/u8hwD5RFAtEUSwE9gFD7yRgidajr6XPF/2/oLCqkBcOvUCNqqb2nCiKfBvzLbYGtoz2HA2AlkyLaX7TiMiJIDavcQeB1pBelo5MkGFnePeqfBL/LKxd3bFwdG5SclGQmUF+eiqeIX8ffa9bcCes3Tw4u2Ujmz9eSHJ0BGFPPEfw4OH3OzQJCQkJiTakJUmyI5B209fp14/VQxAEV8Ad+LO1cyXuLv6W/izstZDInEgWnlpY27Us/Fo4kTmRPBLwCNryG21zx3uPx0jbiJ8u/NQm62eUZWBnYIe2TLv5wRL/CTSSiz6kx12gtCCvwTGJ4ZqNfV5/oyRZEAS6jplIYVYGabExDJ0zl8ABYfc7LAkJCQmJNqatN+5NBn4XRVHVmkmCIMwWBCFcEITw3NyWd7SSaB1D3YbyZPCTbE7YzM8XfwZgRcwKLPUsGe89vs5YIx0jJvpMZF/KPjLLMu94bckjWaIh2oX2BlHkysmGJRcJ4aexcfPExNrmHkfWND7dexI0cCgj574sbdKTkJCQ+JfSkiQ5A3C+6Wun68caYjI3pBYtniuK4gpRFENEUQyxtrZuQUgSt8uc4DkMdh3Mp+c+5evorzmVdYqHAx5GT6u+nvMhv4cQEPgl7pc7XjejLEOyf5Ooh4WDEzZunkTv20FFcVGdc+VFhWReicMzpNv9Ca4JZDI5g2c/g0/3Xvc7FAkJCQmJu0RLkuSzgLcgCO6CIOigSYTrme4KguALmAMnbzq8BwgTBMH8+oa9sOvHJO4TMkHGop6L8Dbz5quorzDTNeMBnwcaHGtnaEeYWxh/xP9BaU3pba9ZpawitzJX2rQn0SB9pz9CaX4+695+hZLcnNrjiefOgChKfsMSEhISEveFZpNkURSVwDNokts4YL0oihcEQXhPEITRNw2dDKwT/xK7auYWAAvRJNpngfeuH5O4jxhoG7B0wFJcTVx5usPTGGgbNDp2ZvuZlCvK+f3K77e9Xma5Rq4hyS0kGsIlIJiJbyykoqSIX99+mfx0zTaGxPBTmFjbYu3qfp8jlJCQkJD4L9IiTbIoijtFUfQRRdFTFMX3rx9bIIri1pvGvCOKYj0PZVEUvxdF0ev6nx/aLnSJO8HByIFtY7cx2Xdyk+P8Lf3pbt+dH2J/uO1q8l8eyZLcQqIxHH39efDtD1Erlax75xXSLsSQcj4Kr5Bubdo1T0JCQkJCoqVIHff+w7Q0+ZjbeS6F1YX8EHt7n3Ekj2SJlmDt6s7k9z5GR0+f9QvfQKVQSFILCQkJCYn7hpQkSzRLe8v2DHcfzuqLq8kuz271/IyyDHTluljpW92F6CT+TZjbOTD5vY+wdHTm/+3deYxV5RnH8e+PGWZkk10LDAjUGRGXAiEunaYl3URRQW0oKNbaVtKkpbbpEql/NG3SdA2li5oqWpdQbaOok0a0RK2SJlChGJGhyjCgzAQdZREsZZ2nf5xjvVyYMhv33PH+PgmZe97z3pmHPHnuPHPue9/Tf/AQRk04J+uQzMysRLlJtnZZMHkBrdHK7S/e3uHnNr/bzMj+I/22ubXLgCHDmPeTxVz/89/Sq6ws63DMzKxEuUm2dqkaUMXcCXN5fPPjvLrr1Q49t2lvk5daWIeUV1TQ99SBWYdhZmYlzE2ytdv88+fTr3c/Fq9d3KHnNb/b7CbZzMzMehQ3ydZuAysHctN5N7GyeSWrt69u13P2HtzLnoN7vLOFmZmZ9Shukq1Drj37Wkb0G8GitYtojdYTzv/fzhbeI9nMzMx6EDfJ1iGVZZUsmLyA+h31PLnlyRPOf2+PZC+3MDMzs57ETbJ12IzxM6gZXMNd6+8i5waLx9X0bhPgJtnMzMx6FjfJ1mG91Iu5E+bSsLuB9W+v/79zt+3dxoDeAxhY6Z0KzMzMrOdwk2ydMn3sdPqU92HZpmVtzjlw5AArXlvBlNOnFDAyMzMzs65zk2yd0r+iP5eMvYTlW5az79C+4855ovEJdu7fybyJ8wocnZmZmVnXuEm2Tru6+mr2Hd7HU1ufOuZcRPDAxgeoGVzDhR+6MIPozMzMzDrPTbJ12qThkxh76lgebXj0mHOr31jNpl2bmHf2PN+O2szMzHocN8nWaZK4pvoa1rWso3F341Hn7t9wP0NOGcJl4y/LKDozMzOzznOTbF1yxYevoFzlR11NbnynkZXNK5lz1hwqyyozjM7MzMysc9wkW5cM7TOUaaOnUbe5jkNHDgGwtH4pFb0qmH3W7IyjMzMzM+scN8nWZVdVX8XO/Tt5ruk5du/fTd3mOmaMn8HQPkOzDs3MzMysU8qzDsB6vtqRtZzW9zQe2fQIW/dsZf+R/d72zczMzHo0N8nWZWW9yph15iyWrF9C/Y56Lh5xMTWDa7IOy8zMzKzTvNzCusWsM2fRGq3s3L+T6yden3U4ZmZmZl3iK8nWLUYPGE3tqFpa9rVQO6o263DMzMzMusRNsnWbRZ9YxJE4Qi/5DQozMzPr2dwkW7fp27tv1iGYmZmZdQtf8jMzMzMzy+Mm2czMzMwsj5tkMzMzM7M87WqSJU2X9IqkBkm3tDFntqR6SRsk/TFn/IikF9N/dd0VuJmZmZnZyXLCD+5JKgNuAz4DNAEvSKqLiPqcOdXAQqA2InZJOi3nW/wnIiZ1b9hmZmZmZidPe64kXwA0RERjRBwEHgJm5s25CbgtInYBRERL94ZpZmZmZlY47WmSRwHbco6b0rFcNUCNpL9LWiVpes65UyStScdndS1cMzMzM7OTr7v2SS4HqoFpQBXwvKTzImI3cEZENEsaDzwjaX1EbM59sqT5wHyAMWPGdFNIZmZmZmad054ryc3A6JzjqnQsVxNQFxGHImIL8CpJ00xENKdfG4G/AZPzf0BE3BkRUyNi6vDhwzv8nzAzMzMz607taZJfAKoljZNUAcwB8nepeIzkKjKShpEsv2iUNFhSZc54LVCPmZmZmVkRO+Fyi4g4LOnrwFNAGXBPRGyQ9CNgTUTUpec+K6keOAJ8NyJ2SPoo8HtJrSQN+U9zd8U4nrVr174t6bUu/r86axjwdkY/247POSlOzkvxcU6Kk/NSfJyT4pRVXs5o64QiopCBFDVJayJiatZx2Puck+LkvBQf56Q4OS/FxzkpTsWYF99xz8zMzMwsj5tkMzMzM7M8bpKPdmfWAdgxnJPi5LwUH+ekODkvxcc5KU5FlxevSTYzMzMzy+MryWZmZmZmedwkA5KmS3pFUoOkW7KOp1RJGi3pWUn1kjZIujkdHyJphaRN6dfBWcdaaiSVSVon6S/p8ThJq9Oa+VO6h7oVkKRBkh6W9C9JGyVd7FrJlqRvpa9dL0t6UNIprpXCk3SPpBZJL+eMHbc2lPhNmp+XJE3JLvIPrjZy8ov09eslSY9KGpRzbmGak1ckXZJJ0LhJRlIZcBtwKTARmCtpYrZRlazDwLcjYiJwEfC1NBe3AE9HRDXwdHpshXUzsDHn+GfAryLiTGAX8OVMoiptvwaejIgJwEdI8uNayYikUcA3gKkRcS7JfQXm4FrJwr3A9LyxtmrjUpI7BFcD84E7ChRjqbmXY3OyAjg3Is4nuVPzQoD09/4c4Jz0ObenvVrBlXyTDFwANEREY0QcBB4CZmYcU0mKiO0R8c/08V6SX/qjSPJxXzrtPmBWJgGWKElVwAxgSXos4JPAw+kU56TAJA0EPg7cDRARByNiN66VrJUDfSSVA32B7bhWCi4ingd25g23VRszgfsjsQoYJGlEQQItIcfLSUT8NSIOp4ergKr08UzgoYg4EBFbgAaSXq3g3CQnTdi2nOOmdMwyJGksMBlYDZweEdvTU28Ap2cVV4laDHwPaE2PhwK7c17cXDOFNw54C/hDugxmiaR+uFYyExHNwC+B10ma43eAtbhWikVbteEeoDh8CViePi6anLhJtqIjqT/wCPDNiNiTey6S7Vi8JUuBSLocaImItVnHYkcpB6YAd0TEZODf5C2tcK0UVrrGdSbJHzAjgX4c+/ayFQHXRnGRdCvJcsulWceSz00yNAOjc46r0jHLgKTeJA3y0ohYlg6/+d7bX+nXlqziK0G1wJWStpIsRfokyVrYQelbyuCayUIT0BQRq9Pjh0maZtdKdj4NbImItyLiELCMpH5cK8WhrdpwD5AhSV8ELgeui/f3JC6anLhJhheA6vQTyBUki8XrMo6pJKVrXe8GNkbEopxTdcAN6eMbgMcLHVupioiFEVEVEWNJauOZiLgOeBb4XDrNOSmwiHgD2CbprHToU0A9rpUsvQ5cJKlv+lr2Xk5cK8WhrdqoA76Q7nJxEfBOzrIMO4kkTSdZyndlROzLOVUHzJFUKWkcyYcq/5FJjL6ZCEi6jGTdZRlwT0T8ONuISpOkjwErgfW8v/71+yTrkv8MjAFeA2ZHRP6HMuwkkzQN+E5EXC5pPMmV5SHAOmBeRBzIMLySI2kSyYcpK4BG4EaSCx+ulYxI+iHweZK3jtcBXyFZS+laKSBJDwLTgGHAm8APgMc4Tm2kf9D8jmRpzD7gxohYk0HYH2ht5GQhUAnsSKetioivpvNvJVmnfJhk6eXy/O9ZCG6SzczMzMzyeLmFmZmZmVkeN8lmZmZmZnncJJuZmZmZ5XGTbGZmZmaWx02ymZmZmVkeN8lmZmZmZnncJJuZmZmZ5XGTbGZmZmaW579afgCnzTtXLwAAAABJRU5ErkJggg==\n",
518 "text/plain": [
519 "<Figure size 864x360 with 1 Axes>"
520 ]
521 },
522 "metadata": {
523 "needs_background": "light"
524 },
525 "output_type": "display_data"
526 }
527 ],
528 "source": [
529 "av_zc_bonds.plot(title='Asset Values using ZC Bonds (10 scenarios)', legend=False, figsize=(12,5))"
530 ]
531 },
532 {
533 "cell_type": "code",
534 "execution_count": 16,
535 "metadata": {},
536 "outputs": [
537 {
538 "data": {
539 "text/plain": [
540 "<AxesSubplot:title={'center':'Returns using Cash (10 scenarios)'}>"
541 ]
542 },
543 "execution_count": 16,
544 "metadata": {},
545 "output_type": "execute_result"
546 },
547 {
548 "data": {
549 "image/png": 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sjaHO5Flfw/wIsBFdgrtUShkmhJgnhJisH/Y94CiEOAM8BTyvPzcMWAqEAxuAOVLKCillCLqFhYeBE/o4vmnQJ1MURVEURbnGabUVZCcn0tbHl7EPP0l+Zjrbf/2+ye5fXlrKrkU/09rDi4BBQ+sc32P8FIxNTDmwavnFY1H792BqYUn7zl2rjDe1sKTb2EmcObjv4gx7S2dQzbOU8m8ppa+U0ltKOV9/7BUp5Wr9n4ullNOllD5Syt5SyphK587Xn+cnpVxf6firUkp/KWUnKeUdUsqShn44RVEURVHgz7df5djm9XUPVFqcvLRUKsrKcHJrj6t/IL0mT+XEPxuJaaIWb0c2riU/I50ht9+DRmNU53hLWzs6jxhNxO5t5GekU1FeTvTB/Xj37IOxiUm153QbOwkTcwv2Lv29ocNvFGqHQUVRFEW5jhWfP0fs0UMc3bi2uUNRrkCmfjbW0a09AP2n34ZTew82fvUJhfl5jXpvKSVHN66jfacudKhm1rgmPSfeBAgOrllBQthxis+fu9hlozqWNrb0nHgDUSF7ronaZ5U8K4qiKMp1LDtJ1zE2M+EsOSmXr/dXWrqshAvJs67/grGJCePmPEXxuXP8890XjdojOfVMFPkZaQQOHlGv82ycWhM4eDgntm7i6KZ1mJhb0CG4W63n9JhwIxatbNi1+JerCblJqORZURRFUa5jWUn/brdw+sC+ZoxEuRJZifG0cmqNqYXlxWPOHl70n36rbqY2uvFmak/t2YGRsTE+vfrW+9zeN0xDW16h67LRozcmpma1jjeztKTPjbcQf+IoZ08cvcKIm4ZKnhVFURTlOpaVmICxiSmtPbw4c1Alz9earMR4nPQlG5UFDhkO0GhlDlptBZH7d+PZrSdmllb1Pt++rQt+/QcB1FqyUVnwqHG0cmzN7kU/t+hdB1XyrCiKoijXsezEeOxd3fDtM4CU05EUZGc2d0iKgS502nCoJnm2tnfE0taOtJjoRrl3UkQY53Oy8R8w5IqvMXDGLLqNm4Rnt54GjTc2NaX/9FtJjT7NmRb8LolKnhVFURTlOpaVlIijqzsde/cDIPpgSDNHpBiqcqeNywkhcPb0Jj32TKPc+9TenZiYmePVrdcVX8PWuQ3D73oAY1NTg88JHDwcB1d3di/+BW1FxRXfuzGp5FlRFEVRrlNlxcXkZ6Th6OqOg6s79i5unFalG9eMi5023KsmzwBtPH3ITIynvLS0Qe9bUV5OVMhevHv2wcS85k1RGoPGyIiBM+4gOzmRsJ3/NOm9DaWSZ0VRFEW5Tl3Y5c3RrT1CCDr26ktC2HGKzhU0c2SKIS522nB1r/b1Np7eSK2WzPi4Br1v/MljFBfk49d/cINe11A+vfrR1seXvcv+aPBfDBqCSp4VRVEU5Tp1odOGg77NWcfe/ZFaLTGHDjRnWIqBquu0UZmzpzcAaQ1cuhG5dydmllZ4BHdv0OsaSgjBoJl3ci4rk6Ob1jVLDLVRybOiKIqiXKeyEuPRGBlh16YdAG28O2Lt6KS6blwjauq0cYFNa2fMraxJi224RYPlpaWcPrAPn979atwRsCm07xRMrynTcPUPbLYYaqKSZ0VRFEW5TmUlJmDfzhUjY2NAN6Pn07MvcUcPU1Zc3MzRKbWprdPGBUIInL18SG/A5Dn2aCilRYX4N1PJRmWDb72Ldj5+zR1GFSp5VhRFUZTrVHZSQpV62Y69+1NeVkrcscPNFJViiNo6bVTWxtObzPg4KsrLGuS+p/buwsLGlvadghvketcjlTwriqIoynWovKyM3NSUi/XOF7gFBGHeykZ13Wjh6uq0cYGzpzcV5eVk6hcXXo3S4iJiDh3At+9ANEZGV32965VKnhVFURTlOpSTkoSU2iozzxojI7x79Cbm0IEGm61UGl5dnTYuaKNfNNgQpRvRhw5QXlqCv35nQKV6KnlWFEVRlOtQtr7ThmM1b/t37N2PksLzJISdaOqwFAPV1WnjArs27TC1sLzqRYNSSsJ3/IO1gyOufi1vkV5LopJnRVEURbkOZSXGI4QG+3auVV7r0LkbJmbm7F3+B6nRp5shOqUudXXauEBoNDh7epEec3Xt6k5s3UTcscN0GzsJoVHpYW3UR0dRFEVRrkNZiQnYtmlT7dbIxqamDJ01m+zEBH5/4UmWvfkSZ08cRUrZDJEql7vQacPRvYNB49t4epNxNvaKt7NOj4th649f0aFLN3pNuumKrvFfYtzcASiKoiiK0vCykxKqLdm4oMvIsfj1H8zxLes5tG4Vy998iTZeHek3bQZe3XsjhGjCaJXKclN1nTbqqne+oI2nD+VlpWQnJeDU3qNe9yopPM+aj97GopUN4x99Ws06G0B9hBRFURTlOqOtqCA7OQmHOpIvM0tLek2eyuzPvmfU/Y9QUniOVe++wZ9vv3pxa2+l6WUlGdZp4wJnTx+Aetc9SynZ9NWn5KWnMeHxZ7G0sa1foP9RKnlWFEVRlOtMbloK2opyg2cujU1N6TJiLHd98CXD7ryP5KhT/Pz0I+z84ydKi4saOVrlcoZ22rjA3sUFYzOzem/TfWTDWqJC9jBo5p24+QfVO87/KpU8K4qiKMp1JutCj2ADFpxVZmRsTPfxU7jn468JGDSUg38t58cnHuDMwf2NEaZSA0M7bVyg0Rjh3MGrXu3qUs5EsuPX7/Hq0ZueE2+80lD/k1TyrCiKoijXmewkXcmFg6vbFZ1vZWfP2IeeYOYb72NhY8vaj9+hMD+vIUNUamFop43K2nj5kB4bg1Zb96LBvPRUVn/4NtYODox9+ElV51xP6qOlKIqiKNeZizOX5hZXdR0XX38mPPYMFeXlnPhnYwNFp9Smvp02LnD29KaspJiclORax+WmpbLk9bmUFxcz5emXsLBudTXh/iep5FlRFEVRrjNZibV32qgPR7f2tO8UzLHN66+4FZpiuIudNuo782zAToO5aaksfX0uZcXFTHt5Ps4eXlcV63+VQcmzEGKsECJSCHFGCPF8Na+bCSGW6F8PEUJ4VHptrv54pBBijP6YnxDiaKX/8oUQTzTUQymKoijKf5XUanUzl1dYslGdrmMnUpCVQXRoSINdU6nexU4bboYtFrzAwdUdIxOTGjtu5Kam6BLnkmKmvzz/YrKt1F+dfZ6FEEbAQmAUkAgcFEKsllKGVxp2L5AjpfQRQswAFgC3CCECgRlAEOACbBFC+EopI4Gula6fBKxsuMdSFEVRlP+m/Mx0yktLcHBtmJlnAO8evWnl1JojG9fSsU//BruuolOQlUlixEkSI04Sd+wwYHinjQuMjI1p3cGz2p0Gc1NTWDJvLuUlJUxXM85XzZBNUnoDZ6SUMQBCiMXAFKBy8jwFeE3/5+XA50LXXX0KsFhKWQLECiHO6K+3r9K5I4BoKeXZq3kQRVEURVF0JRtQ/04btdFojOg6egK7/viJzPi4em/E8V+TFnMGi1Y22LR2rnXcqb072b3oZ/LS0wAwtbDE1T+QvlNnGNxpo7I2nt5E7N6B1GpBCFKjo4jct5vwnVuRUqrEuYEYkjy7AgmV/p4I9KlpjJSyXAiRBzjqj++/7FzXy86dASyq6eZCiPuB+wHat2+4bwSKoiiKcj3KStInz/WcuaxL5+Gj2bfsD45uWsfI2XMa9NrXE21FBcvfegUXX39ufPaVWsceWb8GrVbL0Fn34RbYidYdPNBojK743s6e3hzbvJ4t339B3LEj5GekoTEyxiO4G4Nm3ql+6Wkgzbo9txDCFJgMzK1pjJTyG+AbgJ49e8omCk1RFEVRrklZifFY2dljbm3doNe1aGWD34DBhO3cysCZd2Ju1bDXv14kR0ZQXJBPUkQYWm1FjclwWWkJqdGn6TFhCj0mTGmQe7fr6A/AyW2b6dC5K/2mzcSnV1/1uWpghiTPSUDlX1/d9MeqG5MohDAGbIEsA84dBxyWUqbVM25FURRFUaqRnZhQ78Vmhuo2ZiJh27cQtv2fBkv4rjdnDukWVZYUnifjbFyNC/NST0eirSjHLaBTg927dXsPZr7xPvbtXLBoZdNg11UuZUi3jYNARyGEp36meAaw+rIxq4E79X+eBmyVUkr98Rn6bhyeQEfgQKXzZlJLyYaiKIqiKIbTVlSQlZSAQwOXbFzQxssHF98Ajm5aq6urNSCe6EMHKC8tbZR4WqKYQwdw0vdoToo4WeO4xIgwEAIXv4AGvb+Lr79KnBtZncmzlLIceATYCEQAS6WUYUKIeUKIyfph3wOO+gWBTwHP688NA5aiW1y4AZgjpawAEEJYoevg8WfDPpKiKIqi/PeUl5ay5qO3KS0qxD2oS6Pdp+vYieSmplzsClGbfSsWserdeax4+xVKCs83WkwtRXZyIjkpSXQZNQ5b5zYkhNeSPJ8Ko3V7D1VScQ0yqM+zlPJvKaWvlNJbSjlff+wVKeVq/Z+LpZTTpZQ+UsreFzpz6F+brz/PT0q5vtLx81JKRyml2u9TURRFUepQUV5e42slhYX8+c5rnDm4n2F33Y9vnwGNFodvn/5Y2dlzZMOaWselxZwhZOVS2vn4kRx5iiWvPse57KxGi6sliD6ke3Pdu3tv3AI6k3gqDN0b8ZeqKC8nOSoCV/+gpg5RaQBqh0FFURRFaeESwo7z6ayprFzwOvEnj1+SkBXm57HsjRdIOhXG+Ef+R/dxk2u50tUzMjYhePR4Yo8e4vg/G6odU15WxvqFH2Jla8dNc1/nxudfJTc9jT9efvpiN5DrUcyhA7Ru74FNa2fcAoIoLsgnKzG+yrj0uGjKS0oatN5ZaToqeVYURVGUFi507UpMzMxJORPFsjde4NfnHyd851ZyUpNZ/MqzZCXEM+XplwgYNKxJ4uk9ZTqeXXuw+duFRO7bXeX1vct+JysxntEPPIa5tTUeXbpxy6tvU1FWxuJXniU5KqJJ4mxKRQX5JEWG49VD183XLbAzAInVlG4kRoTpxgSomedrUbO2qlMURVEUpXZ56anEHAml74030+fGW4jYvZ1D61axfuGHAJhZWjH1pTdwa8ISACNjYyY9NZfl81/h78/ex8zSEo/g7gAkR50idPWfdBo2Gs9uPS+e08bLh5nz3mPF26+wbN6LOLp3wMjYGI2xEUbGJhiZmNDnhptx8fVvsudoSLFHDyG1Wrx79gbA1rkN1g6OJEacpOuYCZeMTToVhn07F6zs7JsjVOUqqZlnRVEURWnBjm76GyEEXUaOw9jUlM7DR3Pn+wuZOvd1goaO5JbX3mnSxPkCEzNzbnzuFRxd3fjrg/kkR52irLSEDV98hLWjI0Nnza5yjl3bdsyc9x7+A4dgaWuLsZkZAKXFRSRFhLHt52+qrRG+FkQfOoCVnT1tvToCIITALaATiREnL3kmqdWSFBGm6p2vYWrmWVEURVFaqLLSEk5u24xPr760cnS6eFwIgUfXHnh07dGM0YG5lTVTX3yDxa88y8p3XqN9l27kpCQx7cU3MbOsfntpS1s7xjz4eJXjxzavZ8t3C0kIO077TsGNHXqDqigvI+7oIXz7DkRo/p2XdAvoxKk9O8hNTca+nW6D5azEeIrPn1P1ztcwNfOsKIqiKC1U5J6dFJ8roOvoic0dSo2s7OyZ9tIbGJmaErVvF8GjxtOhS9d6XydoyAis7B0IWbm04YNsZInhYZQWFeLdo/clx90CdQly5ZZ1F+qd1czztUslz4qiKIrSAkkpObJxLY5u7XEP6tzc4dTK1rkt01+aT4+JNzL49ruv6BrGpqb0nHAD8SePkXI6soEjbBhFBfnVbg4TfTgEYxNTOnTueslxBxc3LG3tLtksJfFUGNYOjtg6t2nscJVGopJnRVEURWkm6XEx7Fn6W7U78KWcjiQ9NpquoycghGiG6OrH0c2doXfci6m5xRVfo8uocZhbWROyquXNPmclJfD1Q3eyfP5Ll/SrllISc+gA7TsHY2Jufsk5Qgjc/INI0CfPUkqSIk7i6h90TXxOleqp5FlRFEVRmsmeJb+yf8ViVi54jdKiwkteO7ppHaYWFgQObpr2cy2BqbkF3cZNJjo0hIz4uOYO5xIhfy5BCA3JpyP5+dlHiT4UAkBWwlny0tPw6t672vNcAzpRkJlBfkY6eelpnMvJVvXO1ziVPCuKoihKMygqyCfu2GHadfQjIfwky954kaKCfAAK83KJ2reLoCEjMbWofuHd9arbuEmYmJlzYNWy5g7louzkRE7t2UnXMRO4451PaOXoxKp332Drj18TuX8PAF49elV7rvvFuucTJOpnoN38A5smcKVRqORZURRFUZrB6ZC9aCsqGHHvw0x5+kUy4uNY8trzFGRncmLrJirKywkePb65w2xyFtatCB49nsi9u8hNTWnucADY/+cSjExN6DXpJhxc3Lj1zQ/oPn4KRzasYf+KRbTx8qGVg1O15zq5d8DcyprEiDCSToVhbt0KR7f2TfwESkNSybOiKIqiNIOIPduxd3HD2cML7x59mDr3dQqyMlj8yrMc3biW9p274ujq3txhNoseE25AY2zEwdUrmjsUspOTOLV7B11HT8DS1g4AYxMTht15Hzc+/yqtHFvTaeioGs8XGg2uAUEkRuhmnl39Ay9pZ6dce9RnT1EURVGaWEF2JokRYfj3H3xx4Zh7UBdufuVtyoqLOZeTXWVXuv8Sa3sHOg0dRdiOLRRkZzZrLCF/LsbIRDfrfDmvbr24/4sf6/xcufkHkZuaQm5qSrNsaKM0LJU8K4qiKEoTi9y7C6TEf8CQS4638fJhxrz3GDprdpWewf81vSbfhFarbdbZ5+zkJCJ27yB49PiLs85Xwi3w31aDrgEqeb7WqeRZURRFUZrYqT07aOPlg4OLa5XXHFxcdWULGqNmiKzlsHVuS6ehIzm2aT156anNEkPIyiU1zjrXh7OHF6YWFpiYmePs4d1A0SnNRSXPiqIoinIZrbaCo5v+5nxuToNfOyclibSYM/j3H9zg177e9J9+GxojI3Yv/rXJ752TkkTEru0EjxqHlZ39VV1LY2REx9798enVFyNj44YJUGk2KnlWFEVRlMvsWfIb/3z/Bcc2r2/wa5/asxOEwE8lz3WydnCk58QbOLVnB6nRp+t1blpsNKFrV6LVVlzRvUNWLtXNOk+eekXnX27sw08y/tGnG+RaSvNSybOiKIrSaMrLytj649fkpjXP2+5XInLf7os9hlNOn2rQa0spidizA7eAIFo5Vt/aTLlUz0lTsbCxZedvPyClNOic8tJS1nz0Njt+/Z4NCz9CW1G/BPrs8aOE79pG8KixVz3rrFx/VPKsKIqiNJro0BCObFhDyMqWt91ydTLOxrLhy49w8Q0gaOhIkqNOIbXaBrt+elwMOcmJ+PcfUvdgBQAzS0v6TZtJQvgJYo+GGnTOwdUryEtLxX/AECJ2b2fdJ+9SUV5m0LnhO7fy5zuv4ujqTu8bbr6a0JXrlEqeFUVRlEYTsXs7AKf27qCksLD2wc2s6FwBf73/JuaWVkx6ai7ugZ0pLSokKzG+we5xas8ONEZG+PYd0GDX/C/oMmIs9u1c2Pnbj3WWYeSlp3Jg1TJ8+w1iwmPPMHTWbKJC9rD6w7cpLy2t8TwpJSErl7J+4Ye4+gcxY967WNrYNvSjKNcBlTwriqIojaLoXAGxR0JxD+xMeUnJxUS6PlLPRJGVmNDwwV1GW1HBuk/e5Vx2FpOeegFrewdc/AIASI5qmNINqdUSuXcXHsHdsWhl0yDX/K8wMjZm4Mw7yUqMJ2zHP7WO3fbztwiNhqF33AvoNlwZcc9DxBw6wKr33qCspLjKOdqKCrZ8t5Ddi38hYOBQpr7wOmaWVo3yLMq1Ty35VBRFuUpRIXvIS0+j65gJmJia1evc8tJSshLjaePl00jRNZ+ofbvRVpQzZNZsNn71Cce3rCd41LiLm4LUJXznVjZ8+TGtO3hyxzufNGqsuxb9zNnjRxj9wGO4+PoDYNemHRY2tiRHRdBl5NirvkdSZDgFWRkMmjnrqq/1X9Sxd3/adfRj75Lf8O8/GBMz8ypjYg4fJDo0hEG33nVJTXnXMRMwMjVh09efseiVZ2nr5aNrHWduiamFBQknjxF79BC9b5jOwBmzDP4aVf6bVPKsKIpyFbTaCv75/ksK83I5tmkdQ2fdh3fPPgb98JVaLWs/WUB0aAi3v/MJbTyvr/6vEbu34ejWHmcPL4JHjmXLd1+QeiaKdh396jz3yMa1bP3hK0wtLEmPi6EwP6/eb6Ef37KByP27GXXfI9i1aVvjuEPrVhG65k+CR0+g8/DRF48LIXDxDSA5KqJe9wUoLSok+XQk2UkJZCclkJWUQObZOIxNzfDu1bfe11N0n4/Bt9/DklefY8dvPzLk9rsvSaDLS0vZ+tPXOLi40WPClCrndx42GhNTM/b/uYSYI6GUFhVRVlyku7ZGw4h7H6br6PFN9jzKtUslz4qiKFchOTKCwrxceky4gbhjh/nr/Tfx6NqDYXfeX+0GGJXtW7GY6NAQAMJ3/HNdJc/5GekknQq/OIvnP2AoO379geP/bKg1eZZScmDVMnYv/gXvnn3pMWEKS1+fS/zJYwb3Ra4oL2PrD19z/J8NCKFh0ctPc9Pc16v9+O7/cwl7lvyKb9+BDLvzviqvu/j6Ex26v97J+18fvEX8iaMAmFla4eDqhnevvvj3G4SpuYXB11Eu5eYfROcRYzi2aR2nQ/bQc9JNdB01HhNz84uLBKe99CZGxibVnu8/YMgluzpKrZbS4mKEAFMLy6Z6DOUaZ1DNsxBirBAiUghxRgjxfDWvmwkhluhfDxFCeFR6ba7+eKQQYkyl43ZCiOVCiFNCiAghRL8GeSJFUZQmdDpkL0YmJvSffit3LPiUobPuIzkygp+fnsPuxb/UuML/TGgI+5b/QeDg4fj2GUDEnh1UlJc3cfSN50J984VExczSEv8Bgzm1dyclheerPUdKyc7ff9TVnQ4axqQnn8fVLxAzSyvOHj9q0H3P5WSz9PUXOP7PBnrfMJ1Z732GkbEJS19/nviTxy651+7Fv7Bnya8EDhrGhMeeqXbziiupey4+d46EsON0GTmWB776hTk/LObWNz9g7ENP4NG1h8HXUao3+v5HueX1BTi192Dnbz/w7aP3smfp7xcXCXbo3NXgawmNBjNLS5U4K/VSZ/IshDACFgLjgEBgphAi8LJh9wI5Ukof4CNggf7cQGAGEASMBb7QXw/gE2CDlNIfCAbq/76YoihKM5JScvrAPjp06YaphSVGxsb0mDCFez7+Gv8BgwlZuZRFLz9DdnLSJedlJSWw/vP3aePlw8j75hA4ZARF+XnEHj3UTE/SsKSUROzejqt/ILbObS4e7zJyHOUlJYTv2lblHK22gi3fLrxYPjHu4ScxMjZGY2SEe1AXzp44UmeP35Qzkfw+9wnSz8Yw8YnnGTTzTpzcOzDzzfewcXJmxVuvcmrvTqSU7Pj1O0JWLqXziDGMffhJNEbVb4XdxssHjZFxvUo34o4dQmq1BA0ZibW9g6qfbQRu/kFMf+lNZsx7D2cPL/avWHTJIkFFaUyGzDz3Bs5IKWOklKXAYuDyYqIpwM/6Py8HRgjdd4spwGIpZYmUMhY4A/QWQtgCg4HvAaSUpVLK3Kt+GkVRlCaUGh1FQVYGvn0ubTtmZWfPuDlPMfl/L5CXnsavzz/Gia2bkFJSUniev96fj5GJKZP/9yImpma67gs2toTvrL2LwLUi42wsWYnxBAwcesnxtt4dcfb05viWDZckwuVlZaz7+N2Ls8Uj7nkQofn3x1OHLt0oyMwgNzW5xnvGHgllyavPYWRiwq1vvI9fv4EXX2vl4MQtry2gXUc/1n36HsvmvcChdX/RbdwkRt33yCX3upyJqRltPL1JjjQ8eY45fBCLVja09elo8DnKlXH1C2Dai29w2/wPmf7KfLXxjNIkDEmeXYHKfYIS9ceqHSOlLAfyAMdazvUEMoAfhRBHhBDfCSGq7QkjhLhfCBEqhAjNyMgwIFxFUZSmcTpkLxojI7x79Kn29Y69+zPrvc9w6ejHpq8/Zc1Hb/P3Z++Tl5bCpCefx8apNaBrwxUwcCgxhw5QdK6gxvuVFVdtsdUShe/ahsbIGN++A6u81mXEWDLj40g5HQlAaXERKxe8TlTIHobcfg+DZt5ZZaa2Q5euALWWbuxd9js2rdtw21sf0bqDZ5XXza2tmfriPHx69iEh/AS9pkxj2J33GzQr7OLnT1r0aYM22dBWVBB79BCe3Xqi0VQ/m600vLY+vrTzqXshqqI0hObq82wMdAe+lFJ2A84DVWqpAaSU30gpe0ope7Zu3bopY1QURamRlJLTIXtxD+qCubV1jeNaOTgx7cU3GXzb3USHHiDm8EGG3DEb98DOl4wLGjKCivJyIvfsrPY6CWHHWXjvDPYs/b1Bn6OhabUVRO7ZgWe3HtX2Mg4YOAQTcwuOb9lAYX4ey954kYSw44x9+El6Trqp2mvatWmHTes2nD1xpNrXM+LjSI0+TdfR42vtn2xiasakp+Zy5/sLq03Sa+LiG0B5WSnpcTF1jk0+fYricwV4de9t0LUVRbn2GNJtIwlwr/R3N/2x6sYkCiGMAVsgq5ZzE4FEKWWI/vhyakieFUVRWqLM+Dhy01LoNXlqnWOFRkOvyVNp37krGXExBA0dWWWMs4cXrdt7EL5zK13HTLjktdLiIjZ8+QlSwv4VizC3sq62FVdLkBh+knM52Qy9rGTjAlMLSwIGDCF81zZSTp8iLyONyf97EZ+e1c/eg65FWYcuXYncuwttRUWV+uST2zajMTLGv4Z7VqbRGOHk3qE+j4SLr37RYOSpOmc3Yw8fRGNkhEdwt3rdQ1GUa4chM88HgY5CCE8hhCm6BYCrLxuzGrhT/+dpwFapK2hbDczQd+PwBDoCB6SUqUCCEOLCd6ERQPhVPouiKEqTiQrZixAafOrRs7eNpzedho2qccYzcPBwUs5Ekp2ceMnxnb/9SH5mOtNfepOOvfuz/Zdv69xlrbmE79qGqYUFXj1qnnntMnIs5aUlnMvJZuoL82pNnC/o0LkbpUWFpEZHXXK8vKyM8F3b8OnVt9G2UrZ2cMSmtbNBiwZjDh/E1T9I7U6nKNexOpNnfQ3zI8BGdB0xlkopw4QQ84QQk/XDvgcchRBngKfQzyJLKcOApegS4w3AHCnlhU3pHwV+F0IcB7oCbzXYUymKojSy0yF7cA0IxNLWrsGuGTBoGEKjuSQxPnv8KMc2/02PCTfgFtiJ8Y89Q/tOwWz86hNOH9zXYPduCGWlJZwO2UvH3gNq3WmxjZcPox98jJnz3q1SvlKT9p26gBBV6p5jDoVQXJBPp2Gjrib0Orn4BpAcGV5rx4+89DQyE87i1b1Xo8aiKErzMqjmWUr5t5TSV0rpLaWcrz/2ipRytf7PxVLK6VJKHyllbyllTKVz5+vP85NSrq90/Ki+lrmLlPIGKWVOQz+coihKY8hOTiQrMZ6OvQfUPbgerOzs8QjuTviubWi1FZQUFrLx60+wd3FjwC23A2BsYsKUZ16irVdH1n284JLexY2prKTuxYrHNq6jtKiQwMHD6xzbedhonNp7GHx/i1Y2tPH05qx+45ELTmzbjLWj08VFhY3FxdefcznZFGTVvHA95shBAFXvrCjXueZaMKgoinLNOh2yF4COvRt+b6fAwcM5l5VJQtgJdvz2Peeyshj70BOXzOSamltw49zXsG/nyqr33iSukftDh675k68euIOM+Lgax+Slp7Fn2e949+yDe5Bhs8n11aFzV1JOn6K0qBCA/MwM4o4dptOQEY3e2eLfuueaSzdiDx/Evp1LnTtLKopybVPJs6IoSj1FheyhnY9fo/SU9enZFzNLK7b/8h0n/tlIz0k34uLrX2WchXUrpr4wj1aOTqx4+1XWL/yQooL8Bo+noryc0HWrKC0qYu3HC6ptlyel5J8fvkQgGH73A422KUiHLt3QVlSQEH4S0G1pjpQEDW3ckg2A1h08MTYzq3GnwbLiYuLDjuPZTZVsKMr1TiXPiqK0aOWlpZQUFjZ3GBflpaeSHhtNxz79G+X6xqam+PUbRGZ8HA6u7vSffluNY60dHLnjnU/oc+MtnNqzgx+ffJCI3durrcstPn8OqdXWO54zB/dzPiebHhOmkJ2cyNafvqkyJmr/HmKPhDLgltuxcXKu9z0M5eIXiLGpmW63Qa2Wkzu24B7UBbs2bRvtnhdojIxo5+NX46LBsyePUVFWpuqdFeU/wJBWdYqiKM1CarWsePsVigsKmPXe5y1im+OLJRt9GrbeubIuo8YRe/QQ4x5+EmNT01rHGpuaMnDGHfj1H8Tmrz/j78/eJ2LXNlz8AslJSSInNZmclGSKC/Jp4+XDTXNfr1dXiqMb12LTug2Db78HY1MzQlYupX3nYAIGDAF0Sfm2n77G2dObbmMnXdVz18XYxAS3gCDOHj9KQvhJ8tJSGVDLLxcNzcU3gAN/LaOsuBgTc/NLXos5fABTCwvcAoKaLB5FUZqHmnlWFKXFOrJhDYnhJ8lMOEtmLfW2TUWrrSBi9w5ae3g16mxnG09v7v/iR9r6+Bp8Tuv2Hsx4412G3XU/iRFh7FnyK/Enj2FsYopv7/70vekWshLiWTbvBc7nGrY+OyM+jsSIkwSPGodGY0T/6bfh4hvAlm8/J0e/VfbuRb9QmJfH6PsfrdJ/uTF06NyV7KQE9v+5GDNLK3wa6R2A6rj4+SO12irt8qSUxB4+iEeX7hgZmzRZPIqiNA8186woSouUk5LErkW/4BbYiaSIcKJC9lS77XJTCvlzKelx0Yyb81SzxlETjcaI7uMm03nYaIAqs6PuQV1Y+e48lrw+l+kvv0krh9prto9tWoeRicnFNnAaIyMmPP4Mvz77GOs+eZchd9zLsS3r6T5uMm28fBrnoS7ToYtu85GEsOMEjxpfa0u8htauo672fNcfP9NrylS8uvfGyNiY9LgYzuVk46lKNhTlP0HNPCuK0uJotRVs+PITjEyMmfDoM7gFdiJq/55mjSkh/AT7li8iYNAwAgYNa9ZY6mJibl4lcQZo3ymYqS/M43xOFktee578jPQar1FSeJ7wndvw7z/kkjIPGydnRj/0OGkxZ1gx/2WsHRwZcHPTlU44tfe42Fu78/DRTXZf0C3SHHHvwxRkZ7L6g7f49pF72LPkV05u2wRC4Nm1R5PGoyhK81DJs6IoLc6R9WtIjgxn2J33Y+3giG+fAWQnJZCVGN8s8RTm5/H3p+9h17YtI+99qEXUXl8pN/8gpr30JsXnClj86nMXyy8uF7ZjK2UlxVW2Cgfo2KsfXcdMpKK8nBF3P4iphWVjh32REALfvgNx8QvE2dO7ye57QdfR47nv8x+Y8szLOHt4sX/lUo5uXEc7b1+s7OybPB5FUZqeqG23pJamZ8+eMjQ0tLnDUBSlEWUnJ/Hrs4/SvnMwNzz7CkIIzuVk8/VDd9J/2q30mzazSeORUrLq3XmcPX6EW+d/iLOHV5Pev7GkxUazfP7LCCGY8r8XcfUPvPialJIfn3oIM0tLbpv/YbXna7UV5KQk4+jq3lQhX0JK2SJ+icnPSCdi93Zc/QJxC+zU3OEoitJAhBCHpJQ9q3tN1TwritJiaLUVbPzyY4xMTRh13yMXkyNrewdc/QKJCtlTY/J8LjuLIxvWUFpcjLa8nIrycrQV5ZiYmzPg5tuveBvtQ+tWEXP4IMPvfuC6SZxBtyhx5rx3WbngdZbOe4FR9z9Cp6EjAYg/cYyc5ETGPvxkjedrNEbNljgDLSJxBrBp7UyfG29u7jAURWlCKnlWFKXFOLJ+DclREYyb8xTWDo6XvObbdwDbfvqG7OREHFzcLnlNSsmGLz8m/uQxzCytMDI2RmNkjJGxMQXZmSSGn2SaAQvkLpd6Jopdf/yMj75M4Xrj4OLGrfM/ZO1H77Dxy4/JSoxn0K13cnTTWixa2eDXb1Bzh6goitLiqORZUZQWQUpJ6LpVtO8UXO2CvI69+7Ptp2+I2r+HvjfdcslrsUdCOXv8CENn3UePCVMueS0x4iQrF7zOkteeZ/pL87F1blPl2rlpqYSu+ZOC7ExKiwopKSyktKiQ8zk5WNnbM+bBx1vMTGdDs7BuxU1zX2fbz98SuuZP0mOjSQg7Qa/JN9XZY1pRFOW/SC0YVBSlRchKOMu5rEz8+g+uNlFt5ehEO19/okIu7bpRUV7O9l++w97FrdrFbW4Bnf5dIPfac2QnJ118raTwPDt++4GfnnqQsB3/UJCVefFeLh396TRsJDc9/xrm1tYN/LQti5GxMSPvfYgR9zxEQvgJAIJHjW/mqBRFUVomNfOsKEqLEHv0EECt7b58+wxgx6/fk5OajH1bFwCOblxHTkoSNz73KkbG1X9La+fjx82vvM3y+S+z5LXnmPrCPJKjTrF36W8UnSsgaPAIBsy4vd5lHdebrmMm0LqDJwVZGdi0brxtthVFUa5lauZZUZQWIe7YIZzae9DKseYE1le/JfaFLbIL8/PYt+IPPIK749mt2kXRFzl7eHHLq++g0Wj49bnH+Of7L3B0a8/tb33E2Ief+M8nzhe4+gfir996W1EURalKzTwritLsSosKSYwIp/v4ybWOs2ntTFsfX6L276H3lGnsXfYHpUVFDJ0126CaZEc3d255bQG7Fv+Cf79B+PTud93WMiuKoiiNQ808K4rS7OJPHkdbUY5n19pnj0E3+5wWc5roQwc4vnk9waPG4+jW3uB72bVtx6QnnqNjn/4qcVYURVHqTSXPiqI0u9ijoZiYW+DqH1Dn2I760o21Hy/AzNKS/tNvbezwFEVRFOUilTwritKspJTEHTtM+07BGBmb1Dnerk1bnD29KS8tod/0W7FoZdMEUSqKoiiKjkqeFUVpVtlJieRnpNfaZeNyPSbcgFf3XqqdmqIoitLk1IJBRVGaVezRUKD2FnWXCxw0jMBqNlJRFEVRlMamZp4VRWlWsUcP4eDqrvoKK4qiKNcElTwritJsyoqLSYo4Wa9ZZ0VRFEVpTip5VhSl2cSHHaei3LAWdYqiKIrSEhiUPAshxgohIoUQZ4QQz1fzupkQYon+9RAhhEel1+bqj0cKIcZUOh4nhDghhDgqhAhtkKdRFOWaEnv0EMZmZrgGBDV3KIqiKIpikDoXDAohjICFwCggETgohFgtpQyvNOxeIEdK6SOEmAEsAG4RQgQCM4AgwAXYIoTwlVJW6M8bJqXMbMDnURTlGiGlJO5oKO2DumBsUneLOkVRFOVSUsqqmz1pK0Bj1DwB/UcYMvPcGzgjpYyRUpYCi4Epl42ZAvys//NyYITQfTanAIullCVSyljgjP56iqL8x+WkJJOXnqZKNhRFUa7AvuR9jFo+ij1Je3QHpISQb+AtVzjzT/MGd50zJHl2BRIq/T1Rf6zaMVLKciAPcKzjXAlsEkIcEkLcX9PNhRD3CyFChRChGRkZBoSrKMq1IE7fos5DLRZUFEWpl/zSfF7a8xJphWk8uf1JwtOPwZrHYf0zUF4Eh35q7hCva825YHCglLI7MA6YI4QYXN0gKeU3UsqeUsqerVu3btoIFUVpNLFHD2HfzhW7Nm2bOxRFUZRryoIDC8gqyuLTYZ9iZ9qKh/+eReLx32DQ09DrPojaCMX5zR3mdcuQ5DkJcK/0dzf9sWrHCCGMAVsgq7ZzpZQX/p8OrESVcyjKf0ZuWipnTxzFu2ef5g5FURTlmrI1fiuro1czu/Nshpk48mVyGqWynId8upA74FHocjNUlMCptc0d6nXLkOT5INBRCOEphDBFtwBw9WVjVgN36v88DdgqpZT64zP03Tg8gY7AASGElRCiFYAQwgoYDZy8+sdRFOVaELJyCRojI3qMv3z5hKIoilKTnOIcXt/3Ov4O/jzgMgx+GIN3eQWf9XqJ5LICHtn6CMVtO4NdezixvLnDvW7V2W1DSlkuhHgE2AgYAT9IKcOEEPOAUCnlauB74FchxBkgG12CjX7cUiAcKAfmSCkrhBBtgJX6FaLGwB9Syg2N8HyKorQweemphO/cSvCo8Vg7ODZ3OIqiKNeMN/e/SX5pPt+M+gaT4yuhrAjmHKCHnTtvWzvy9I6neW7X83wYNBWjvZ/CuQywViWvDa3O5BlASvk38Pdlx16p9OdiYHoN584H5l92LAYIrm+wiqJc+0JWLkUIQa8pU5s7FEVRlGvGhtgNbDq7ice7P46fgx+c3gRuvcBOVx072mM0zxQ+w7sH32VL1ycYIysgfBX0vq95A78OqR0GFUVpMnnpaYTt+IfOI8bSysGpucNRGlhJRQmLTi2ipKKkuUNRlOtKZlEmb4a8SWenztwVdJduRjnpMHQcfcm4Gf4zMDMy43hpNjgHwollzRPwdU4lz4qiNJkDq5YhhKD3lGnNHYrSCFZEreCtkLdYE72muUNRlGvC3uhMvtsVg26ZWM2WRS0jvySfNwe+ibHGGKL/ASR0HHXJOBONCX4OfoRlhUHnaZAQArnxjfgE/00qeVYUpUnkZ6RzcvtmOg0fQytHNet8vdFKLYtOLQJgfez6Zo5GUVq+Cq3kuRXHeXNdBG+sjag1gd6esJ3g1sF42XrpDpzeBNZtoG2XKmODHIOIyIqgIugG3YGTKxo++P84lTwritIkQlYtBdSs8/Vqf/J+4vLj6GjfkYOpB0kvTG/ukBSlRfsnIo2E7CJ6dLDnhz2xvLsxstoEOvV8KuFZ4Qx1H6o7UFGu20HQZxRoqqZxQY5BFJYXEqdBVxOtum40OJU8K4rS6PIz0zm5bQudh4/Cxkmt/L4e/XHqDxzMHXh74NtIJJviNjV3SNeMcm15c4egNIOf9sbRztacxff35dY+7flyezSf/nOmyridiTsB/k2ek0KhOLdKycYFQY5BAPrSjemQdhLSIxrjEf6zVPKsNLiSipI667eU/wap1XI+N4e9y/4AoPcN1TblUa5xCfkJ7EzcyXTf6fg5+OHv4K9KNwy08OhCxv05joLSguYORWlCp1Lz2RudxR39OmBipOHNKZ2Y1sONj7ZE8dWO6EvGbk/Yjnsr90tLNoQReA+r9tqetp5YGFsQlhkGQTeC0KjZ5wZmUKs6RTHUudJzjP9zPLf438KcrnOaOxyliRXm57Hrj5/JTkqgIDuT8znZaCsqAAgeNR4bJ+dmjlBpDIsiF2EkjLjZ72YAxnqM5ePDH5NYkIhbK7dmjq7lisqJ4tvj31IhK1gSuYTZnWc3d0hKE/lpTxzmJhpm9moPgEYjWDC1CyXlWt5ZfwpzYw13DfCksKyQkJQQbvG/Bf3eGLrkuX0/MLet9tpGGiMCHAJ0M8/WzuA5BE4uh+EvwYVrXAukhM0vQ8AUcO/V3NFcQs08Kw3q79i/ySnJ4bsT3xGXF9fc4ShNKCspgT9e+h+ndm/H2NQE98DO9Jx0EyPueYgbnn2ZYXfd39whKo2gsKyQVadXMbLDSJwtdb8cjfUcC8CGOLX3VU2klMzfP59Wpq3o7tydX8N/pai8qLnDUppA9vlSVh5J4sZurthbmV48bqQRfHhzMCMDnHljXQQZBSXsS95HqbaUoW5DdYPykyH1RI0lGxcEOQVxKvuUriSo8zTIiYOkQ433UI3hzBbY+xkkHmzuSKpQybPSYKSULItahoeNB+ZG5iw4uECVb/xHxJ88zqKXn6asuJibX32b6S+/xbg5TzFo5p10HTMB7x59MDJWb3Rdj9bGrKWgrIBbA269eMzV2pXg1sGqdKMWq6NXczj9ME/2eJLHuj9GdnE2f57+s7nDUprA4oPxlJRruau/Z5XXTIw0PDPGnwqtZP3JFLYnbqeVaSu6temmG3B6s+7/l/V3vlyQYxAlFSVE50ZDwCQwNocjvzX0ozSeinLY9BI4eEGvlveOjEqelQYTnhXOqexT3B5wOw8FP8TupN3sSNzR3GEpjezk9i2seOtlrO0dufXND2jX0a+5Q1KaiJSSRacWEeAQQNfWXS95bZznOKJyonQ/vJVL5JXk8eGhDwluHcwNPjfQo00Pujt356ewnyirKGvu8JRGVFah5dd9Zxng44hf21bVjvFr2wrfNtasPpbIzsSdDHIdhInGRPfi6U1g4wbOAbXe58KiwfCscF15R6dpcHwpFOc36PM0miO/QMYpGDUPjE3rHt/EVPKsNJhlUcuwMLZgvNd4ZgbMxNvWm3cOvKN2G7vOSCkpOldAxtlYdv7xExu//Bi3wM7MmPcuts5tmjs8pQkdSD3AmdwzzPSf+W89pt4YjzFohEbNPlfjsyOfkVuSy0t9X0IjdD+GZ3eeTer5VNbGrG3m6JTGtDEslZS8Yu6uZta5ssnBLhxOO052cfa/XTbKSyFmu65ko47a5fY27bE2seZk5kndgV73Qtl5OLb46h+isRXnw9b50L4/+E9s7miqpd5HVRrEudJz/B37N2M9xtLKVPfb9Nw+c5m9aTY/nvyRB4MfbOYIlauRlZjA9l++JS89lYKsLMpL//2FqPPw0Yy492FVlvEf9EfEH9iZ2THOc1yV15wsnOjVthfrY9czp+ucKsn1f9XJzJMsjVzKbQG34e/gf/H4QNeBBDgE8MPJH5jsPRkjjVEzRqk0lh/3xNHB0ZLh/rUvnp7YxYVPj4SjwYgBrgN0B+P3Qem5Oks2ADRCQ6BjoG7RIIBrd3DpDge/g973teyFg7s/gsJMGLOsxcapZp6VBvF37N8UlRcxzfffDTD6tOvD6A6j+e7EdySfS27G6JSrUVFexrpPFpAafRpnD2+CR49n6Kz7mPTk89z+9seMuv9RlTj/ByWfS2Z74namdpyKubF5tWPGe44nviBe99axQoW2gjf3v4mThVOVbkRCCGZ3nk1cfhxb4rc0U4RKYzqemMuhsznM6ueBRlN7UujhZIW1fRSm5T7YmNroDp7eBEam4DnYoPsFOQURmRNJaUWp7kCv2ZAZCXG7r+YxGlduAuz/Arrcokv4WyiVPCsNYnnUcnztfens1PmS40/3fBqN0PB+6PvNFJlytfavWExGfBxjH36CiU88x9A77qXHhCn49h1IGy8fNaP4H/XVsa/QCA23+N1S45gR7UdgrDFWpRt6K06vICwrjKd7Po21qXWV10e0H4GHjQffnfhOLba+Dv24Jw4rUyOm96y7fWN8fjxlRinkZnYkNvO87uDpzdBhAJhV/dqpTpBjEOXack7nntYd6HQTmNvpZp9bqn/m6f4/4pXmjaMOKnlWrlpYVhgR2RFM851WJZFqZ92O+zrfx+azm9mbvLeZIlSuVOqZKEJWLSNoyAi8e/Rp7nCUFuJU9ilWnVnFbf630c66XY3jbM1sGegykA1xG9BKbRNG2PKUa8v57sR3dHPuVm2ZC+j6897b+V5OZZ9id1ILnh1U6i0pt4g1x5K5pVd7bMxN6hy/PWE7AOXnAlh7LFnXai4z0qCSjQsu7jSYqS/dMLGAbrfDqbWQn1LPJ2gCiYfgxFLoNwdsW3Z/eJU8K1dtedRyzI3MmehVfWH/nUF34mThxKrTq5o2MOWqlJeWsv6Lj7Cys2fonfc1dzhKCyGl5P2D72NjZsN9Xer+uhjrOZa0wjQOpx1uguhars1nN5NyPoV7Ot1zySTDrtMZ3PnDAZ5fcZzPt55GW9ANR7M2fHH0ayq0Fc0Yce20UktucW5zh3HN+G5XDACzB9W+UPCCHYk78LHzoZdrR9YcT4aT+jaG9UieXa1dsTWzvbRsquc9oC2Hw78YfB2DpYXDltehtLD+50oJm14Eq9Yw8MmGj62BqeRZuSrny87zd8zfjPX8d6Hg5UyNTAlwCCAmL6aJo1Ouxp6lv5GdlMCYBx/H3MqwtwmV69/OxJ2EpIbwUPBD2JpVv8NZZcPch2FlYsXKMyubILqWSUrJT2E/4WHjwWC3f+tVyyu0vLzqJEfic9gSkcb7m6J4aslJkuL6cTLrGDf+NZ3Q1NBmjLxmXx//mrF/juV82fnmDqXFyzlfyuIDCUzu6oKLnUWd4/NK8jiUdoih7kOZFNyOpLQMyvd8Cj4jwcnH4PsKIQhyDPq34waAozd4j4BDP0JDt0X8+2nY/SH8NhWK8+p37qGfdAsih78EZtXnEi2JSp6Vq7I+dj2F5YWXLBSsjredN7F5sS16JkX5V9KpcELXrqTLyLF4BLfcRRsNJb0wnTf3v0lkdmRzh9Ioyiu07IvOIjHnCmaEKinTlvF+6Pt42Hhc3Iq7LpYmlkzwnMDGuI3kldTzB+p1IjQtlPCscGYFzbrYmg7gz8NJxGUV8sHNXQl9aRQR88ay5anBfDFpDtrU20jOz+LujXfz9I6nSTn379vsWqklKieKPyL+4K2Qt5p8N9fzZef5NfxXzped/8+/o2CIX/adpaisggeHeBs0fnfSbipkBUPdhzKuczvuNt6IcXEODH2h3vcOcgziTO4ZisuL/z3YazYUpEDkla9FCM8KZ1/yvn8PnN0HZ/foWsslHoCfJ8H5LMMulnkGNr4AXsOg26wrjqkpqSXyylVZHrWcjvYd6eLUpdZxXrZelGpLST6XjLuNexNFp1yJsuJiNnzxETZOzgy5/Z7mDueqrI5eza/hv3Kr/61M8ZlySeJywd6kvczdPZfs4mx2J+1m6aSl/65uv4ZVaCUH47JZcyyZDSdTyTpfSs8O9ix/qP8VX3NZ5DLi8uP4bPhn/27aYIDpftNZGrWUNdFruD3w9iu+/7Xq57CfcTB3YJLXpIvHSsor+OSf0wS72zEyQNe2zMLUCB/nVvg4t2J28k18stWPWWNj+TvhD7YnbOemjjeRXpjOobRD5JbkAmAkjPgn/h9+Hvszbq2apk50edRyCkoL0AgNB1MPMshtUJPc91pUVFrBz/viGOHvjG8bw2ZUtydsx8Hcgc5OndGUFPCg6Xr20JP+rt2p7/LsIMcgKmQFkTmRBLcO1h30HQO27rqFg4GT63W982Xn+ezIZ/wR8QfGGmN23rJTt/h11wdg6Qg3fQtxu2DpLPhxHMxaBTYuNV+wogz+vA+MzeCGL0FzbczpXhtRKi3SwdSDhGWFMa1j1YWCl/O01dV5Reep3cZaspLC8/z1wXxy01IY+9DjmFpYNndIV6SkooTX9r7Gi7tfJPV8Kq/sfYXb/76d4xnHL44p15bzyeFPeGDLAziYOzB/4HzSzqfx6p5Xr/lOB9/ujKHf2/8w45v9rDicSF9vRyYFuxB6Nofk3KIrumZ+aT5fHvuS3m17M8RtSL3O9Xfwp7NTZ5ZFLbvmP7b1FZMXw47EHczwm3FJS78lBxNIyi3i6dG+1X7/vG+wF46W1pyO7M/qKasZ5j6MRacWcSr7FEPchvDGgDfYMHUDSyctpbi8mNmbZpN2Pq3GOM6VlFNecfWLNssqyvgl/Bd6te1F19ZdOZB64KqveT1bGppA9vlSHhxq2KxzaUUpu5J2Mcx9mO6X/f1fYa0t4K2iGzmeWP93boKcLls0CKAxgh53QewOyIiq/QJSwsYXYfWj7EjYzg1/3cAfEX8wxH0IZdoydibuhOSjcGYz9H0YTC11yfntKyA/CX4YC9mxNV9/x7uQfBgmfgw2NS8+bmlU8qxcEa3U8t7B92hn1Y6pvlPrHO9l5wWg6p5bsPyMdBa9/AwJYccZ8+DjuAfV/m5CS5VQkMAdf9/BitMrmN15Nltv3spbA98i5XwKt/19Gy/tfomwrDDu2XgP3534jqkdp/LHhD+Y7D2ZJ3o8wZb4Lfxx6o/mfowrlpRbxPy/I/BwtOKzmd04/PIoFt7anadG+QLw94krW2X/7fFvySvJ4+meT19Re8LpvtOJyYvhcHrjvM2/N2kvv4Q1wiKoq/RL2C+YGZlxi/+/Lf2KSiv4bOsZens6MNDHqdrzrM2MeXS4D/tisjidYsJ7Q97j4G0H2TB1A28OfJMbfG7A1doVX3tfvh71Nbkludy3+T6yiqq+VV5YWs7w97fz/qY6EiUDrItdR3phOvd0uofe7XoTkR1BQWnBVV/3elReoeXbXTH06GBPLw8Hg845mHqQ82XnGd5+OBTlwL6FlHUcT5TGizXH6r9fQhvLNjiaO/67WcoF3WeBxkRXLlFb7fOeT8gM+YL/Jazjka2PYm1iza/jf+WTYZ/gZOGk60m+6wMws9FtvnKBx0C4czWU5MP3o3U7G15ethkfArveh663QdAN9X625qSSZ+WKrI1ZS0R2BI93fxwzI7M6x9uY2tDaojXRuWrmuSVKPRPF7y8+xbnsLG6a+zqdho1q7pCuyLb4bdyy5hYSzyXy+fDPebz745hoTJjkPYm1N67l7k53sy52HTPWziAyO5J3Br3Da/1fw8JYt4hnVuAshrgN4YPQDy6dqbmGrDuu+wH73vQuTAp2wdJUV53n6WRFkIsNa47XP3lOKEjg94jfmeIzhQDHgCuKa4zHGKxNrFkWteyKzq/N5rObmfPPHN4Lfa9FdYDIKspiTfQaJntPxsH83+Tpt/1nySgo4enRfrX+InJrnw64O1iwYP0ptFpZ42Y0nZw68fnwz0k5l8IDmx+oUlu++EAC6QUlrDuRXOvMf35pPv+c/adqoqWnlVp+PPkjfvZ+DHAZQO+2vdFKLYfSDtX2YfjPWncihcScIoNrnQG2xm/FwtiCPu36wL4voCQPkxEvMMTXmbXHU9Bq6/fOjRCCIKegqhsVWTvDuHd0M8YrZkNFedWTI9ai3fIaczx92W5tzWM5+Szt9jzBrYPRCA0j2o9gd+JOik6t1SXO5pctIHbtAXev180or3wAvhoEkRtASsqLcmDl/brykbHv1OuZWgKVPCv1VlRexCeHP6GTY6ca+5VWx8vOi9i8Wt6+URpXWTGUnKty+PTBfSx5fS7GpmbMfOM9OnTu2vSxNYBfwn7hsW2P4W7jztKJSxnifmlpgZWJFU/1eIqVk1dyV9BdLJm4hAleEy4ZI4TgzQFv4mjhyNM7nr4mZ9RWH0sm2M2WDo5WVV6b2MWFYwm5JGTXb+Hg9ye+RyM0PNrt0SuOy9LEkoleE9kct7lBE9yNcRt5ZsczOFvq6oaPpB9psGtfrcWRiynTlnFH4B0Xj50rKefLHdEM9m1Nb8/aZyNNjTX8b5Qf4Sn5unZltejZticfD/uYmLwYHt7y8MWv3bIKLd/tisHUWENCdhHRGf9+D9BKLWGZYXx97GvuXH8ngxcP5ontT3D7utvZFr+tyj12JOwgJi+GuzvdjRCCLq27YKoxVaUb1ZBS8uX2aDo6WzOijq24L9BKLdsTtjPQdSBmJedh/5cQOAXadmZ857ak5hcTnpJf71iCHIOIyYuhsOyyf/e9ZsPoNyF8Fax+BLSVynpSjsOf97PGLYBwbSHz+rzEfdIGkz9nQ1EuoNvUp6iihL3WrXQlG9VxDoD7tsO0H6C8CBbdwu8/DaL/0qEcLE6Dm74B82tvjYlBybMQYqwQIlIIcUYI8Xw1r5sJIZboXw8RQnhUem2u/nikEGLMZecZCSGOCCHWXvWTKE3ml7BfSC9M55lez1S7AKsmXrZexOTF/OdqHluMVQ/B+76w+dWLq6BP7dnB6g/ewql9B259830c3do3c5BXZkXUCt4LfY9RHUbxy7hfal045WHrwf96/g8PW49qX7czt+O9we+Rcj6FV/deW/XPMRnnOJmUz6Tg6hfoTOyiqylcW4/Z55ziHNbGrGWi18SLCeqVmu43nVJtKX9F/2XwOdG50YRlhVX7edgQu4Hndj5HcOtgFk1chInGpNHKQuqrqLyIJaeWMMR9yMU1HwA/7o4l+3wp/9OX0dRlcrALAe1seH9TJKXltdcsD3AdwHtD3iMsK4wpq6awJnoNfx1JIjmvmFcmBgKw9VQ6WqllXcw6Jq6cyIx1M/j86OeUVJRwb+d7+W70dwQ4BvC/Hf+rslHLDyd/wNXalTEeuh/lZkZmdHXuysHUg/X50PwnbI/K4FRqAQ8M8a5zK+4LwjLDSC9KZ5j7MNj7GZSegyG6lKuPlyMAoXHZ9Y4lyDEIrdQSkR1R9cX+j+q6eBxbBH//T1fjXJAGi2ZSaG7Lp63M6OLUhfF+03UJcH4yrHkMpKSnmTO2FVq2uAaCVfXlR4BuEWCnqciHQ1jYazrvaPIolhV83N4f6X5tbr5VZ+YjhDACFgLjgEBgphAi8LJh9wI5Ukof4CNggf7cQGAGEASMBb7QX++Cx4FqPptKS5VZlMn3J79nZPuRdG9TvxZm3rbenC87T1phzYtalEai1UL0Vl3/zD2fwCddYMvrhK5ejpN7B25+5S2srMwh+Qgc+V333zViQ9wGXt/3OgNcB7Bg0AKDyojq0tW5K491f4zNZzdfU/2J1xxLQQjdDHN13B0sCXa3Y20ds5iVrTi9gpKKEm4LuO2q4/O19yW4dTDLo5bX+UtJ8rlknt/1PDf8dQMz1s5g3J/j+PDQh4RnhSOlZF3MOp7b9Rxdnbvy5cgvcTB3oJNTpxaTPK+JXkNOSQ53Bd118VheYRnf7IphVGAbgt3tDLqORiN4bqwfCdlF/BFyts7xI9qP4Ndxv9LGsg0v7H6Bt44+gqdLDrf1aY9/u1asivyHm9fczPO7nsfS2JK3Br7F9pu3s3jiYh7t9ih92vXhy5Ff4mPnwxPbniAkJQSAw2mHOZpxlFmBszDW/Nuoq1fbXkRmR/5n2xDW5JsdMbSzNWdyDb/IVmdbwjaMhBGD7QMh5GvddtptdOmWq50FLrbmHIzLqXcsFxYNbojdUP2AIc/CgCcg9AfY8DwsvhWKsvmp93TSi7N4ptczuvIi9166bbPD/4LQ7zHZt5BhRcXsqMilrI6e0VqpZX7ou3yVGcKNXpN40Wsax0uz2JW0q97P0xIYMm3YGzgjpYyRUpYCi4Epl42ZAvys//NyYITQFXJNARZLKUuklLHAGf31EEK4AROAFrzJunK5z498Tpm2jCd71H8HoIuLBnPVosEmlxkFxbkw4mV4eD90HE3+ti9Ii4sloFUyJt8MhLdc4Juh8NfDuv+uogdoU9mZuJO5O+fSzbkbHw39CBMjw9un1eWuoLvo2rorXxz9gtKK0ga7bmORUrL6WBK9PRxoa1t9bSzApC7tCEvOJzaz7s0tyrRlLD61mD5t+9DRvmODxDnddzpx+XGEplW/+Ud+aT4fHvqQSSsnseXsFmZ3ns28/vPwsPXg17BfuWXtLYz7cxwv7H6BHm168MWIL7A00XWF6e7cnfDMcIrKr6yjSEM5lX2Kjw9/TJfWXejurJtkKC3X8vqaMAqKyy8u3jTUEN/W9PVy4LOtZygorntji86tO/P7hN+Z4fk/SkQaWbbv8tq+1yhv/TkJpp9RUHqeBYMWsHTSUiZ5T8LRwvGS823NbPl61Ne4t3Ln0a2PcjjtMD+c/AF7M3tu7HjjJWN7t+2NRLbYzVyaQ0zGOfbFZHFHvw6YGteRZlWUQ9we2P8VW8N+p0c52H7eR1fiMOTSN/p7eTpwMC673u+GOVk4MdN/JosjF7Pl7JaqA4SAka9B7wcg5CtICiVt4nv8eHY9Yz3G0tW5679j+z0KPqNgwwtw5DdGtulNQfl5QlJDarx/WUUZz+98niWRS7g76G5eHzifmwa+iJu1G58f+fyaenfvAkOSZ1cgodLfE/XHqh0jpSwH8gDHOs79GHgWuPreOUqTOJ1zmpVnVjLDbwbtber/9r6Xreq40WwS9uv+794XnP1h+o+cCX4TgI7midDaDwY/Azf/AnMOQOsAWP8slDVvElKb0NRQntr+FB3tO/L5iM8vLvprKBqh4aHgh0grTKtXmUFziUgpIDrjPJO71j7TNb6zvnTDgJX7W+O3klaY1iCzzheM8RhDK9NWLIv8d+GglJLYvFi+O/EdE/6cwE8nf2Ks51jW3riWx7s/zo0db+SrkV+x7eZtvN7/dTrYdGC4+3AWjlh4MXEG6N6mO+Wy/NId1ZpYTG4M92+6HysTK94b/B5CCFLzipnxzT7+PJLEo8N9CGhXvxpPIQRzxwWQXVjKexsN28hHIzQcCfPFNvMlZvjfyl9n/qKINIpTp/Cg91eM9xpfa9mdvbk9347+ljaWbXhwy4PsSNzBzICZVf6ddXbqjIWxBQfTVOnGBUtCEzDSCKb1MKDv9trH4afxnN3yItHaQoYbO0C/OXDnWmh96S9ZPT0cSC8oISG7/t+Xn+75NJ2dOvPynpc5m1/NOxhC6BbuDZ0Lkz/j04IItFLLEz2euHScRgM3fgWWDqAto+/gV7Aysao+KUdXvvTotkdZH7eeJ3s8yVM9n0IIgYnGhIe6PkREdgT/xP9T7+dpbs2ySYoQYiKQLqU8JIQYWsfY+4H7Adq3vzbrMa8XH4R+gLWJNQ8GP3hF5zuYO2BrZquS5+aQcEDXwN7x31XfpyOicXLvgP2z1Sw5GP8e/DwRdn8Ew+q3q1VMbgweth71qoevzcHUg6yLWYexxhhjjTFGwggjYcTSqKW4WLvw1aivatwa/mr1c+lHZ6fOfH/ie27wuaFeG4M0tdXHkjHWCMZ1qr1XqoudBT072LP2eAqPjqh9Nvn3iN9xtXa9ZEvpq2VubM5k78ksiVzC5rObCU0NZWfiThLPJQLQp20fnur5FIGOl1cH6urRb+p4Ezd1vKnaawe3DkYgOJR2iF5tezVYzIZKyE9g9qbZGGmM+G70d7hYu7AvOotHFx2msLSCz2/tVmNJTV2C3e24q78HP+6JY2IXlzoXG4bGZRN6NodXJwVxd5+JPBT8ACYaMwYv2MPOqBxu7Nahzns6WTjx3ejvuGvDXWQVZzHTb2aVMSZGJqrfcyVlFVpWHEpiuL8zzq1qfgcIgIJUXQu3rrezzd0fTn7DsJt+A+vqv0Z6edgDcCAum/aO9evBb2pkyvtD3ufmtTfz1Pan+G38b1UnHDQaGPo8YZlhrF73Hvd0ugdX68vnStHVN8/6C7JjMHMOYLDrYLbGb+Wlvi9dUtIjpWTevnnsTdrLa/1eq9LWdoLnBL49/i0Ljy5kePvhDfYzoykYEmkSUHlLODf9sWrHCCGMAVsgq5ZzBwCThRBx6MpAhgshfqvu5lLKb6SUPaWUPVu3bm1AuEpjCEkJYU/yHh7o8gC2ZrZ1n1ANIQRetl6qXV1ziN8P7n10swtAYX4eSRHh+PSuYbc5z0HQaRrs/hiyDf9l5/eI35ny1xT+iGiYPsmZRZk8vu1x1seuZ1PcJlZHr2ZZ1DJ+i/iNdlbt+GbUN5e0AGtoQggeDH6QpHNJrI1uueuapZSsOZbMwI5OOFiZ1jl+Ypd2RKYVcDqt5m4iYVlhHEk/wq3+t2KkMapx3JWY7judcm05T21/ij9P/4mXnRcv9XmJDVM38N2Y76pNnA1ha2aLj73PFXXcqNKJoJ5SzqUwe9NsyrRlfDvqW9q3as83O6O5/fsQbCxM+GvOgCtOnC94erQfbvYWPLfiOMVlFbWO/WpHNPaWJtzSS/cj2N7cHmtTS4b6tmZ7ZDoVBrY8a2PVhsUTF7N04lLszO2qHdO7XW9O55wmu9iwxWyH0w4zfc10jqYfNWj8tWTrqXQyz5VwS08DdtIN/VHX+3jQU2xLD8XP3g+XGhJnAF/nVtiYG1/RokEAF2sX3h74NqdzTvNWyFvEHM3gzKF0is79W5YmpeS90PdwMHfgvs731Xyx1n7gp+u2NbLDSHJKctifFErWuZKLQ1acXsHamLU83PXhaveDMNIYMafrHM7knmFj3MYreqbmYsjM80GgoxDCE13iOwO49bIxq4E7gX3ANGCrlFIKIVYDfwghPgRcgI7AASnlPmAugH7m+Wkp5X9vz9ZryFfHvsLZwvmSRv9XwsvWi63xWxsoKsUg5zIgO1rXFF8vOjQEKbV07N2v5vNGvwlRG2D983Db0jpvsyF2AwsOLEAjNCyJXMJtAbdd0WYalb178F2Ky4tZMXnFJR0LmtIg10EEOATw3YnvmOQ96ZKZlYawPTKdRxcdoaOzNcHudnR1t6OLmx0ejpacKyknMaeIxJwiknIKySsqZ0Zvd9rYXDqjdTg+l6TcIoNracd3bsfra8NZczyFp0ZVP2v/R8QfWBhbVKlxbQjedt58OPRDzI3M6dW2V439i69Ed+furIleQ7m23ODP1ansU9y67lae6P4Es4Jm1X3CZTKLMrlv830UlBbw3Zjv8Lbz5vkVJ1gSmsC4Tm15d1oXWplf/bsWVmbGvHNTF27/PoSPt5zm+XH+1Y6LTC1gS0Q6j4/oeLHP9wXDA5z580gSRxNy6NHBsF88bc1ssTapudTkwix/aGoooz1G13qtdTHreHnPy5Rpy1h0atGl9bTXgaUHE3BuZcZQvzom+8pL4dCP0HEUWZZ2HM04ygNdHqj1FI1G0NPDgQNXmDwDDHIbxP1d7mf5vrW0PX4cECDAyc0aN397UuzOcCTlKC/2f0G37XYNpJREZ5zjSHwuofH2CGnC7BU/IrJy2fDEIAqJ5+2Qt+nv0p/7u9xf43VGe4zmmxPf8MXRLxjVYVSDf39tLHVGKaUsF0I8AmwEjIAfpJRhQoh5QKiUcjXwPfCrEOIMkI0uwUY/bikQDpQDc6SUtf+6rLQ4oamhhKaF8lyv5666k4GXrRcrSlaQXZzdqDOGLYKUILW6rVCbU6L+7dT2fS8eOn1gL7bObWjdoZaE1KYdDH0eNr2kWzzoV3NP733J+5i7W7dwb6L3RObtm0doWuhVvXW+N2kv62PX81DwQ82WOINu9vmB4Ad4YtsTrI9dzyTvSQ16/b+OJoMEI41g8YEEftwTB4CpkYbSarZTXhqawG+z++Dp9G8f5zXHkjE11jA6qI1B93S2MaePpwNrjyfz5MiOVX7JySzKZH3seqZ2nNpoJTGjOjTORjzdnbuzJHIJUTlRBs9g/x3zN2XaMj449AHedt4McB1Q49iTmSc5kXmCxIJE3X/nEkko0C3t+WbUNwQ6BrLkYDxLQhN4cIg3z42tfSOU+hrY0Ymbe7rx7a4YJnRuR2e3qu8Efr0zGnMTDXf296jy2qCOrTHWCP6JSDc4eX5zbTg7T2ew+pGBmJtU/X4W6BiIpbElB1IP1Jg8Syn5+vjXLDy6kJ5teuJk4cS2hG0UlRc1+HqF5pKaV8y2yHQeHOKNsVEdb+xHrIZzadD7AXYm7kQrtboWdXXo5eHA1lPpZJ0rwdH6yn4eP9jlQc796UCxcSHlI85SmCjJTrYlbUtbjKQZk9o9wE13Vl8adcH7myJZuE33LnIrM2NsPDpR5hjB+ewpvLImlAybBdiZ2/H2oLdrLcfQCA1zus7hiW1PsC5mHVN8Lu9H0TIZVGAipfxbSukrpfSWUs7XH3tFnzgjpSyWUk6XUvpIKXtLKWMqnTtff56flLLK8n0p5XYp5cSGeiClftbFrOOBzQ/UuhnE18e/xtHc0aBtuOvibaerub2uO24UpOnawS3sDR8FXWwo32zi94ORKbTrCkBJ4XniTxzFp3f/un+o93kQWvvXungwPCucJ7Y9gYeNB5+N+IxJXpNoZdqK5VHLrzjk4vJi3tj/Bh42Htzb+d4rvk5DGeY+DF97X7498S0Vl28xexW0WsnOqAxGBDiz7MH+nHhtNOsfH8Q7N3Xmzv4dmDvOn4W3dmfVnAGEvjSSNY8MpLisgmlf7uVkkq41WIVWsu5ECsP9nOs1uzmxiwsxGeeJSKn6b39Z1DLKtGXcGnD5m4wt34UWmoaWbkgp2Xx2Mz3b9MTHzodndjxDXF5cteN+OPkDM9fN5K2Qt1gauZT4gnhcrFy4qeNN/DjmR7o6dyUytYBXV4cxwMeRZ8Y0bOJ8wYsTAnG0MuXZFccpq/QL1onEPB74NZQ/Dycxo1f7akt4bC1M6Olhz9ZT6Qbd60RiHt/viSUq7Rw/7Y2rdoyJxoRubbrV2O+5rKKMl/a8xMKjC5nsPZlvRn3DdN/pFJUXsTNxp0FxXAtWHE5EK+FmQ0o2DnwDDl7gPZytCVtpZ9UOf4fq30mo7ELd85W0rLsgKSKPVhltifU5wIrCXzjZYTtZow9TPisc885FuKT5UVJQ+/e59SdT6d7eji1PDebYq6N5fvB0irQ53DIQQgq+JKkgifeHvG/QJNlw9+EEOgby5bEvKdPW3U2mJbh2qrOVBnc47TAv7XmJvcl7mR8yv9oxxzKOsT9lP3cF3dUgswPXbceNijKIWAt/zIAPA2DzK2BqDQUpsPfT5o0tIUSXOJvo3hqPORJKRXk5HWuqd67MyES3eDA3Xlf/fPml8xN4aMtD2JrZ8tXIr7AxtcHc2JxJXpPYfPbKd5L75vg3JJ5L5OW+LzdI3+arpREa7u9yP7F5sWw+u7nBrhuekk/W+VIG++re4jU20hDQzoYZvdvz4oRAHhjizYQu7ejqboeTtRmd3WxZ9mA/zE2MmPHNfvZFZ7E/JouMgpI6u2xcblyntmgELD+UeMmWv2UVZSyNXMoA1wHNOuN/pdpatcXFysXgLaMjcyJJPJfIRK+JfDr8U4w1xjy69VHyS//dya1MW8br+17no0MfMdZjLP9M/4cDtx1g5ZSVfDbiM57v/TxBTkEUlpYz54/DWJuZ8NEtXTEycHOM+rK1MOGNGzoRkZLP1zuiORCbzawfDjDp893si87iseE+PDvWr8bzR/i34VRqAUm5tXdtkFLy+powHK1M6e/tyMJtZ8g5X33bxt5texOTF0NmUeYlxzOLMnlgywOsjl7NnK5zeHPAm5gYmdCjTQ+cLJyuuVrXmmi1kiUHE+jr5YBHpXeFqpV8VPd9udd9FFYUsy95H8Pchxn0i1ZnN1tMjTVXXPesrdCyZ8UZbFtb8NGcVwm5NYQVk1fw8bCPearfE0ydNgyphVP7at5IKTGnkJiM84zv3A4f51ZoNIIh7kMw1hiz/9xCTGzCMC2YRIB9F4NiEkLwSNdHSDqXxNLIuksEWwKVPP9HJZ1L4sntT+Jm7cadgXeyLmYdf8f8XWXc18e+xs7Mjpv9bm6Q+7a1aoulseVVJ88HUg7wzI5nWs5vqWufhCW36TYZ6f8ozDkI92/TLbrb/6VuVXVzKC/RxdT+312czoTsxcrOHpeONf9wvYTnYOg0Vdd5o9Jz5Bbn8sCWB9BKLV+N+oo2Vv+WDEz1nUqZtozV0avrHfKZnDP8ePJHJntPpne73vU+v7GM6jAKb1tvvj7+NVrZMB02d0RlALq30g3l1dqa5Q/1o52tOXf+eIB3N5zCytSI4QZuAXyBo7UZw/3b8MOeWPq98w8vrTrBzqgM1sVsILMok9sDrt1lKN3adONI+hGD+sduituEkTBiePvhuFq78uHQD0ksSOTZnc9Soa2goLSAOVvmsOL0Cu7rfB8LBi/A2dK52kTn1b/CiM44x8e3dK2708JVGhPUlgld2vH+pihu/nofYUl5PDvWjz3PD+ep0X5Vap0rGx6g+1qpa/Z59bFkQs/m8MwYP16dFMT5knIWbjtT7djebXX/VivPPv9z9h9u+usmjqUf451B7/Bg8IMXP25GGiNGdxjNzsSdnCs9V+01ryX7Y7OIzy5kRi8DuoId+BZMrKDrrexL2UdJRQnD2w836D5mxkZ0dbPj4BUmzxF7U8hJOU+/m7wxMTGu8nVs18YSl452hO9JqfHfz67Tul+Qhvj++33LxtSGPu36kFAQT7DDADIS+/LldsObAwx0HUi/dv1YeGQhWUVZV/BkTUslz/9BhWWFPLr1Ucoqyvh0+Kc80eMJurbuypv73yT53L+9X8OywtiVtItZgbMu6aV6NYQQeNp6XlXHjYzCDJ7Z+Qwb4jZwOK0F7CaWcxaO/gE974Enw2DU6//25xz2AlSUws73GufeRTmw7G4Iq2EXvOSjuvvrt0AtKy0h9ughfHr1Q2jq8c9/8LNQUQIRay4eeufgO6ScS+Gz4Z9dfEfhgos7yZ2ueSe59MJ0onKiLtmARCu1zNs/DytTK57u+bTh8TUBjdBwX5f7OJN7psaepvW1IzKDTq42tG5Vv9n1drYWLH2gH4HtbDiWmMfooLbV1qLW5ZMZXflgejDd3O1ZcSiJWT/u5uUd72Gjcad768bbNjcqrYAxH+2k27xN9H3rH4a8t43RH+1g8ue7+evo5c2c6q+7c3cyizIv1iLXZkv8Fnq26Ym9ue7t8J5tezK3z1z2JO3hjf1vMGv9LA6mHmRe/3k81v2xGus3/zycyLJDiTwyzIeBHWvZqrgBvT45iFGBbXhtUiC7nxvOw0N9DCrd8XKyooOjJVsjat7t9XxJOW/9HUFnV1um93DHr20rpnZ345d9Z0nIrtqZxN/BH2sTaw6kHqCgtIAXd7/IE9ufoK1VW5ZOWsoErwlVzhnnOY6SihK2JWyr34O3NNmxrAyJopW5MWM7ta19bGE2nFgGwbdQZmbFb+G/YWNqU68de3t52nMyOZ/C0vJ6hVlaXE7Imlja+dji1bXmX9gDB7qQn1FEclRuta/vjMqgrY05Ps6XLii81f9W+rbry8LRC5gU7MqXO6KJzzKsi40Qgrl95lJUUcSHhz40+Jmai0qe/2O0Usvzu54nOjea94e8j6etJ8YaY94a9BZatMzdNfdiTec3x76hlWkrZvpX7e15NbztvK945lkrtbyw+wXOl53HVGPK9oTtDRrbFdn3OQiNbpMRo8tmexy9ofudcOinerV8M0hBGvw0EcL+1O32VF7N26kXN0fRJUJnjx+lrKQYn9q6bFTH2V9X+xy2CoAdCTtYF7OO+7rcV+Nq+Wm+04jNi6327fOTmSeZuHIiU1dPpffvvZm8ajJPbnuSubvmciT9CP/r8b+LyUxLMtZjLN623ryy95Ua6zsNlV9cxqH4nEtmb+rD3sqU32f34eGh3jw63OeKrmFlZszUHm58dUcPjrwyihuHnQKTHFJjx3HH9wfJruEt+quxNzqTqV/uJaewlIldXBjs60RXdzu8nKzJOlfKgvWnKK9moWR9XNjVr66tuqNzo4nNi2Vkh5GXHL/Z72Zu8buFFadXkHY+jS9HfVlr15Ez6ed4adVJens48HgdvbMbkpO1Gd/O6sldAzyxMDX8lychBMP9ndkbnUVRafW1rV9sP0NafgmvTQ5Eoy8/eWq0L0LAh5ujqow31hjjZxfMujNbuOmvqbr1NF0e4Pfxv19c63K5Lq270M6q3bVdupEVjVzYh/sj7+OuAE3dv8Qe/gUqSpA9Z/NOyDscTjnM08HP1quHfE8PByq0kqPxufUK9cjmeIryS+k/1afWEhHvbq0xtTAmbHfVjZTKK7TsOZPJYF+nKtcY7DaYb0d/i62ZLS+OD8BEI3h9TZjB8XnaenJX0F2sjl7dMibGaqGS5/+Yz498zraEbTzb61n6u/5b8+reyp0X+rzA4fTD/Bj2I5HZkWxN2MrtAbfX2q7mSnjaepJemF7rIsWa/BT2E/tT9vNc7+fo064POxJ3NO/Wnucz4fCv0OUWsKmh5nTIs6AxgW1vNdx9c+Phx7G6hHzgU1CQDCeqqRVLOKBblGKte5v2zIG9mFlZ4R7Yuf73DJwCZ/eQnx3DvH3z8LHzqbUP6BiPMbQyacXy05cuHEzIT2DOP3NwMHdg/sD53NPpHjxtPDmde5oNcRvo064PN/jcUP/4moCRxoivRn1FW8u2PLD5gauqf957JosKrWSIb/3KLSqzMjPm2bH+eLW++n+jyefPsj1tKZO9J/PZjdM4mZTHTV/sMWgb7wuOJeTy5JKjLAtNoKS8alL219Ek7vzhAG1tzFk5ZwBv3NCJd6cF88mMbnx1Rw9enRRIcl4xm8NrnhE1hJedFzamNnX+AN58djMCwYj2I6q89lzv53iqh24zib7t+lZztk5ZhZbHFh3BzFjDpzO71d1loYUY4d+GknIte6Mzq7wWn1XIt7tiubGb6yUdOdrZWnDPQE9WHkm6uGD1gj8PJ3Ig3J4ibS6l5YJfxv3CI90ewcSo5qRQIzSM8RjDnuQ95JXk1TiuRdswl3KMcCabx+IegqRavua0FXDwe/AYxB85R1katZR7816i4LfWlBYbPovcvb09QlCvlnXncko4uimejj2daetZ+14NxqZG+PVuQ8yRDIrPX1oaeSwxj/zi8jpLzdramvP4yI78cyqdf2p5h+Ny93W+j7ZWbZkfMp9ybf1m1pvStfGvXGkQm89u5tsT3zK141Ru9a+6in6S1yTGeIxh4ZGFzNs3DysTqwbdlvcCb1vdLERsXmy9zjuecZzPDn/GqA6jmNZxGkPchpBQkEBsfv2u06BCvobyYhjwWM1jWrWFvg/p3qpLOX7198yIhO/HQGGWbpenEa9A2866BX3aSjN2Uv67OQpQUV5OdGgI3j36YGR8Bb00A28AJB/ueoHM4kzeGPBGrT8YLYwtmOg9kc1x/y4czC7O5sEtD1IhK/hy5JdM9p7MY90f45Phn7D2xrUcvO0gX4/8ulE6FDSUtlZt+XnczwQ6BvK/7f+74gUuO6IysDYzplt7u4YN8ApIKXlj/xtYGlvyv57/Y3zndiy6vy8FxeXc+MWeOusrpZR8tyuGaV/tZd3xFJ5ZfpxBC7axcNsZcgtLkVLyxfYzPL74KN3b27P8wf642lVdgDwioA1u9hY1dnUwlEZo6O7cvc6OG1vObqGrc1daW1ZNBEw0Jtzd6W687LyqOfNf3+yMITwln7dv6kJb28atc25IvT0dsDI14r2Nkfy6/ywpef8uHnxzXTjGGlFtH+kHh3hjZ2nCgg2nACgpr+DFlSd4aukxglqNoVXBrVikP0NnJ8N+QR/rOZZybfk1uUUzURvh9EZ+Mp3Bc3bvY2JqAT9NgFNV1w/pxm+AvHh2+w3l3YPvMsx1GFYJbSjILubwhmq2zK6BrYUJ/m1tCK1Hx42ty6LQaiV9b6j+XYDLBQx0oaJcS9SBS9fr7DqdgRAw0Kfu0qS7B3jS0dmaV/4K44+QeE6nFVyyOLk6liaWPNfrOaJyolgSucSgWJuDSp7/I7RSy6eHP8XP3o8X+7xYbXIihODlvi/jaOHI8czjzPSfecW7Cdbmwg+j+tQ9F5QW8OzOZ2lt2ZpX+72KELrVvaArIWgWJed07Yb8J+h2W6rNgMfB3A62vnF190w+Aj+OA2053PU3uPfW7Ro44AnIOg2Rlb5pZ8dAYebF5Dkx4iTF588Z1mWjOs4B7HP2ZkVuGHcG3Uknp051njLNdxql2lLWxKyhqLyIR7c+SlphGp8P/7zaTg6mRqYNvptdY7A1s+Xb0d8y0HUgb+x/gy+PfVmvd0Ck1LWoG+DjiEkLmKlcE7OG0LRQnujxxMXWUt3b27Py4QE4WJly27chLD2YUO2udrmFpdz3SyhvrotgmJ8zB14cwc/39MavbSve2xhJv7e3MvPb/by7IZJJwS78cm9vbC2r/6XLSCOY1a8DIbHZRKTkVzvGUN3adCMuP65K94cL4vPjicyJZGT7kdW+bojojHN88s9pxnduW3etawtjaqzhtclBFJVV8PKqk/R7eysTPt3FCytPsCk8jTnDfKpsxgO6xO2RYT7sOp3JkoPx3PzVPn4PieeBIV4smj2YR3rdxqmUEoNbqQU6BNK+VXs2xG5o6EdsXOUlsOF5ztt48W7OUAb3HwSzt+jK2xbfqptYKSuC2F2wfQH8MgVWzCba3pVnYlfQ0a4jT7V/keLz5Vjbm3F0SwJ5GbV3P6msl4c9h+NzDCpxCt2WQMLhDEKMS7lt0SHeXh/BzqiMGkt2AFq7t6J1+1aE706+5HvbrtOZdHG1xd6AnUxNjDS8M7UzZRVaXlh5glEf7aTbG5u596eDfLszhtLy6mMf0X4EA1wG8PmRz2v899vcmv+7ttIk9iTtIS4/jrs63VXrbKGtmS3vDXmPwW6DmRVY/522DOFq7YqJxsTgmecLs2Kp51NZMHjBxYS+rVVb/Oz92JHYTMnz4V+gOFeXuNbFwg4GPgmnN0HcnvrfS6uFg9/BjxN0q7Tv2QBtKyWvgTeAXQfY87Fuxhl0rZDg4uYop0P2YmxmRofgbvW/P1BYXsTrNqZ0KCvjYR/Duq/42vvSpXUXlkUt47mdz3Ei4wTvDHrnuthVzMLYgk+Gf8Jk78l8cfQLPj/6ucHnRmecIym36KpKNhpKXkkeH4R+QJfWXZja8dJe7u0dLfnzof50a2/HsyuO0+X1Tdz23X4WbjvD0YRcDsRmM/6TXeyMyuS1SYF8fUcP7CxNGeLbml/v7cP6xwcxvnM7Dsfn8sAQLz65pStmxrX/cnRzT3fMTTT8fJWzzxfqnmvaAvpCyc3l9c6G0molz684joWJEa9NDrqiazS36T3d2f70ULY8NZjnx/ljYWLEogPxeDhacu/AmtsU3tGvg36b8BPEZJznq9t7MHdcAMZGGm7s5oqdpQk/7jHs+7sQgjEeYwhJDbkmuixctO9zyI7hXXEPznatmNbDDVq1gbvWgd94XW/8t93g54mw/W04n0VO8M080q4dZkZmfDb8M1IjziE0gomPBCOMBHuWnzb49r08HCgsrSC8jl8yTx9MI2TpaeKMK2g3sB0Wpkb8sDuWWT8coMvrG/l1X1yN5wYOdCEr6TzpZ3UllnlFZRxNyL3YWtMQPTo4EPLCCLY9PZR3p3VhbFBbYjLPM//viBq7vVxYPFhSUcKHoS1z8aBKnv8jfov4DWcLZ8Z0GFPn2G7O3Vg4YmGjLdgy1hjjYetBdJ5hM8+rzqy6uNNcN+dLE78h7kM4mn606evlykt13zw7DAB3A3fR630/tGoHW167tLyiLlnR8PMkWPc/3b3u3ahbiFiZkbGuRV7iQTi7V3csfj+Y24KTHyWFhUTs3kbHXv0wMb2yvsmfHP6E5IpC5mVkY37a8FrfaR11Cwe3JWzjud7PXXGy0hKZaEx4Y8AbjOowil/Df6WwzLCV5dsjdS3qBvs2TVeG2nx8+GPySvJ4pe8r1XaSsLM05bfZffjhrp7c0bcDWedKeW9jJDcs3MPNX+/D2EjDiof6c9cAzyrvaAW0s+GDm4MJf30Mc8cFXFx4Vhs7S1Nu7ObKqqNJ5BZe+YLFQMdAzIzMauz3vOXsFjo5dsLFun79sS/4/UA8B+NyeHFCQKO3pWtMQgh8nFvx4BBvlj/Un0MvjeKvOdXvJHiBmbER82/szDC/1qx+dOAls+4WpkbM6NWejWGpJOYY9u9hnOc4tFLboD3UG1VeEux8nwy3Ufyc5sWcYT6YGuv/7Zhawi2/wug3od8cmLkEnotF++BOnjUtJL0kl0+Hf0o763acPZlFWy8bHF2t6TmuA7HHMkkIN6yOuZeH7h2iA7E1j485msHmH8MpsTNho30F827qxNIH+nHs1dH8fE9venZwYP7fEdV2TwHw7dUGY1MN4Xt0Cwf3RWdSoZX1aq0J+i5bTlbc3NOdBdO6sOGJQZgaaTgcX/O7Ex1sOnBX0F26d8VSQ+t1v6agkuf/gDM5Z9ibvJcZ/jNqnXVuSl62XgbtMhiZHcn8kPn0btub2Z1nV3l9iNsQKmQFu5N2N0aYNTu5HPKTdLPJhjK11LWuSzwAK+7Rve1XG20F7P0cvhwAqSdg8mdwx6oqCxOj9u8mKzEBut0Olk66fsygWyzo1hs0GsJ2bKG0qIju4ybX7zn1diTsYNGpRcz0n0l3K1cI/8vgc8d4jMHb1pv7Ot/XKDX0zU0jNNwWcBtF5UUG123uPJ2Jj7M1bvYN0wLySh1NP8ryqOXcFnAbfg41lx6ZGGkY7t+GlycGsuGJwRx8cSSfzuzG3HH+rH1sYLVbRFdW30V0d/b3oLhMy5KDdbeaq4mpkSmdnDpVW/ecci6Fk1knr/gXueTcIhasP8VAHyem93C74hhbIgcr0xrLaiob4tuaH+/ufck28Rfc0a8DQgh+3WdYHW9H+4742PmwIe4aKd3Y9BJSannh/Axc7Sx0s86VaYx0kxmj5oHfWLCwZ9GpRexP2c/cPnPp0roL53JKyEw4h0dn3S/QwSPcsXEyZ9fSKCoMKMVoa2uOu4NFjXXPZ09msfHbkzh3aMVGh3K6eTpcLBGzNDVmiG9rPrg5GIHgjbXh1V7D1MIYnx7OnD6QRmlxOTuiMhtknYaZsRGdXG04fLb20p77utxH+1bticyJvKr7NQaVPP8H/H7qd8yMzJjmO625Q7nI29abpHNJFJcX1zimoLSAp7Y/hY2pDQsGL6i2FraTUycczB2atu5Zq9Vtv92mE/jU84dvtzt031DDVsJvU6G4hhnzxEPw/WjY9CJ4DYU5+6H7LF19cyWFebms/fhd1n32HtLITLed9pnNutKQjAho3wettoIj69fg4htAWx/fej/u3zF/88S2J/B38Ofx7o/rSkRid8J5w95itTSxZOWUlTzWvZZFlU1MSklqXjG7Tmfww+5YXlh5gju+D+FILTMhtenm3A1Xa1eDNoUpLqsgJCaLwfWcvWloUkoWHNBt+PFw14frdW7rVmZMDnbhgSHe2NRjS3BD+be1oa+XA7/sO0tFHQuMatPduTsR2RF8efTLS7r7bInX9eke1WFUva8ppeSlVSep0EreurFzi17c2lxc7SwYE9SGRQfiDe5FPMZjDIfTDpN6vpk2lKpO+inIPA1llX5Oxe6CsD+J85vN5hQLHhleada5BjF5MXx06CMGuw2+WBp19qSulrdDJ0cAjE2MGDCtIzmphZzcbliv814dHDgYl11lvUXiqWzWf30CR1dr+t7lT2RWIf28Hauc72JnwWMjOrIpPI1tNZRQBA5woaykgjOH0tkZlUE/74ZZp9G9vT3Hk/JqrHsGXWncn1P+bJGTLip5vs7lFueyJnoNE70mtqi+uZ52nkgkcflx1b4upeTVva+SdC6J94a8h5NF9W9va4SGwW6D2Z28u9rdBrVSy77kfRd7VzeIqA2QcUq3CLC+PziF0J134zcQvw9+GAf5lXpp5pyF5ffAd8Mh9yzc9B3MXFRjG7yokL1IqSUjLoZTe3ZA79m6bcFXPqgb4N6HmMOh5Kal0H38lHo/6pJTS3h+1/N0de7KD2N+0G2WEzgFZAVErqvHY19dgtGQ7QjPpBfQ9+1/6Pv2P9zx/QHmrQ1n3fEUjsTn8tKqk3WuBq+ORmiY5D2JkJSQOn/474/JoqRcyxC/5k2etyVs42TWSR7p+ghWJnVsJ9wM7urvQVJuEVvq0ebqcrcH3s5Qt6F8cewLxqwYwzfHv+F82Xk2n92Mr70v7W0M2A3uMquPJbP1VDr/G+1Le8fmfeegJbt7gCf5xeWsPGJYIjjWYywSyYrTKxo5MgMd+gm+6AOf94T5beADf12Xo5UPIm3deCZ1GG721cw6X6ZcW86Lu17E3Nic1/q9dvF74dmTWVg7mOHg8u+/Pc9gJ9wD7DmwNpaigrpLlnp5OpB1vpTojH/bSSZF5rDui+PYtrZg8mNdOZSim6Dp51U1eQa4d6AnXq2teG1NWLULgtt622Lf1pIDf8eRlV1Ur3pnqZWczy3hXE7VSbIeHewpLdcSllx7yaWZ0ZWVGTY2lTxf55afXk5JRUmL22r3Qru6mko3fov4jc1nN/NE9yfo0aZHrdca6jaUgtKCahcGfXv8W+7ffD9/x9bQOshQhdlw5Hf4Ywb/Z+8sw6M6tzZ875mJu7snhARIAgR3d3eKFCjUoS1UKHXqRaq4Fbfi7q4BkhDiLsTdx/b3Y9pAGiEBaufjvi6u0zPb3pnM7L3e9a71POx6HkydodnIxz+f/zh4bpcmQF7TR1NiceJDzY068ojGcGX2HfAbU2+AHnXlAuYOTli7enBpx2aUMkNo/TwUJoMgBYfW3D6yHyMLK7waYYwiiiKrQ1fz+fXP6ebYjeW9lz/Q+7bzBzPXKsOUv5L47BKG/HQJv09P8OlBjfXxkyCKIh/uu0eFQs1nw5qxdWY7bi7oTfBHffh8eHPu3S9i32M63A1xH4KIyOH4uicVGaUZbA07go5MQjs38zr3+6tRi2p+Dv4ZF2MXhngM+cfGUR+9fWywN9F9osZBc11zfuj5AzsG76C1dWt+uvMT/X7rR3BWcI2SjdiskkdOnCIzivj4wD38nUyZ1qnuhrpnQKCLGc0djNlwObFBk19XE1f6ufZjTegawnNrLyP428iKgKPvgls3GLESur8PHj1BIgOZDqH+HxGUVsnrPT0fmYVdc3cNYblhfNj+wypJRKVCRUpEHq4tqhuNCIJA57FNUFaquLAjmty0ElT1ZGb/CGSP39NM2FPC8zj0cwhGFnoMnROArqEW1+JzMdKR0czeuNZzaMskfDa0OUm5Zay6UPN5LAgCXcc3oTS/kjGlOnRwMq1zPDmpJVzYHs3Bn0LY+sk1Vs4+z4b3LvPr/CvEBFWfBLdy0STzbj/C6EUUxXo/g3+KZ8Hz/zAKlYJtEdvoYNcBT7PHcyD7q3AxdkEiSGptGgzOCmZJ0BJ6OvVkarOpjzxXB/sOaEm0apRuXEu/xrKQZQCPb/8acxJ+HQrfecL+VyAzDNrMgEl7a7oJNhaPnjDtCKgVsLYPXPkJWoyB129Bzw9Ax6jew4vzckiNvEfTjl3p8tzzFGVnEnLiCLR/RWPKYtuC7PQsUu6F0rL/YCTShknAiaLIkltL+PHOjwx2H8ySHkvQlT3UECUImuxzwnnNpOIvYs/tVAb/dInU/DI6e1qy+VoSvRaf57k11zgWlv5YLnSHQtO5Gp/LvH7eTOngSkcPS6yMdBAEgaH+9rRwMGHR8ahaMzCPwtnYmQCrAA7GHaw1WBBFkXcvvMvVksUEuMsfy077aXEi8QQx+TG84v8KMskTfo//ImRSCZM7uHIlLpeojMYbKj2Mr4UvP/X6iW2DtuFn6Ye2VJsBrgOqtm+6lkTvJed5afMtSitrLzMIv1/EhFXX0JVJ+WFcANIGND/+f0YQBKZ1dCMmq4RLsQ2TG/uw/YeY65nz3sX3KFc2XLbtqSIvg13TQMcYRq0B//HQ/V0YvgymHUZ8/RYfhjvgZK7HyFb1Z53v5d5jZchKBroNpJ/rg2b9+9EFKOXqqpKNhzG3MyCgjxOxQVlsX3iDVbPPs+2z65xYE8adE8nVTEscTPUIdDHjQPB9Eu/maDLO1vqMeKslBiaajO3VuFzaupnX23fQ2cuSQX52/HI2ttbmQcem5sR66WKlkhCyJbaGoYsoioRdSGP310FEXLlPWVElZnYGtOjhSLcJTbB1N+HMrxFkJT1QBrEx1sXBVK9G06CoFslNKyH0bArHVt5l/TuXCDv/eAmNv5J/513zGU+FE0knyCrP4uOOH//TQ6mBtlQbZyNndkfvJqEwATcTN9xM3LAzsOOdC+9gZ2jHws4LG7Tcr6+lT1vbtpxPPc+8NvMAyCzN5N0L7+Jq7IqvhS+nk09Tqaps3BKQokKTZdYzg85vgM8QsAtofKlGfdj5w4wTcG0FBEwEO78GHxp99TKIIt4du2Bu74hziwCu7d1B8x690Rm8FAxtuH30ADIdHVr0rFtlpVJVSURuBMFZwQRnBxOcFUxuRS4Tm07k3bbv1qrAgO8wTd131FFo+XTr0UorlXy4P4w9t9No62bOD+MDsDPRI7u4kp1BKWy9nsxLm2/jYWXArpc6Yt4AvdE/zvvF4QiaOxgzsW3N5XqJROD9gT5MWH2NdZcTeKV74yecQzyGsPDaQsLzwmlmUV2+7HDC4Sq7aC2zK0Djy2ieBkq1kl+Cf8HT1JP+bv3/kTE0lPFtnPj+VDQbrybyxYjHcMX8E80tm7Os9zKUamXVpCE4pYDPDt6jiY0hpyIyGb3iKmumBlYzcbl3v5Dn1lzXSLnNbI9rLU1yz6jJYH87vjoawfrLiQ1SaDDRMeGLzl8w88RMlgQtYUH7BX/DKP/E8fmafpHJe6ucWR/mTGQWoamFfDvKr96sc6WqkgUXF2Cua8777d6vti0xLBeZlgRH79pLKdsP96BJW1ty00rIvV9KXloJGQlFxARlcfNwAi26OxLQ2wk9I22G+NuzaXcER5bfxdLRkKGzNRlngPTCchJzy5jU3uWRb/uDQT6cjczi04PhrJkaWG2bXKnmeH4hEwMskYUUcmR5KINf9UemLUVeruTs5khib2Xh5GtO7+d90Teufk92b2nNrq9vcmT5XcbMD6wK7Fs6m3Lr96bBotxyru6NIyUij8pSTXBuaK6Ds69FtdKWfwvPguf/UURRZFP4JlyNXens0PmfHk6tvN7ydQ7GHSQ6P5rTyadRi5pMorZEmy2DtmCsXfsyU210dezKVze+IrEwEQcjB9658A7lynLW91tPWkkah+IPcTPjZr2fxc2Mm1joWjxwFEs4D/ISGLMBvBrfWNRgzFxhwNeNPizq6gWsXN0xt9dkP7pOfJ7N89/g5oE9dB4/mbLCAiIuLad5j77oGta0b1aoFSy6uYhd0buq6sWdjZzp5NCJjvYdGeg2sO7Ji30rMHGG8H1PNXgOv1/Ea1tvk5hbyhu9vXi9p1dVhs/KSIdXe3jyUjcPjt/L4I0dwby0+RabZ7R7ZMMOwI9nYsgoquCX51rVmTXs4GFBbx8blp2NY1ygExaGjau36+faj69vfM2huEPVgudSRSmLg5ZgJvUgK8+YKOk5iuXFGGnXv7rwV3Ao/hCJRYl83/372idG/yLMDLTp28yWY2EZfDas+VPL9v4ROOeVynll8y1sjHU1El6phby25TbDfr7Mysmtae1iRliaJnA21JGxbWb7Z3XOjUBHJmViOxd+PB1DUm4pLhaPDoLa27Vniu8UNoZvpItjF7o6dn3s6yfmlBKZUdxwA5uwPZpa585valYG/4RaLfL9qRiczfUZ0cqhztOIosiim4uIK4xjRe8V1czGRFEk6W4ODk3NkGnXvvokCAIWDoZYOFS/b+emlRB0NJHbJ5IIPZtC864OeJtqM7RMG5WZjGFvBKDzkFLK1ThNU3dtzYJ/xs5Ejzm9vPjqaCTrLyfQq6nG7VMiEbiVlE+ZXEXbLo64tIRTG8I5uvIubQa5cXJ9OMW5FbQf7k6rvi4ItfxG9Y21GfSKH799d5sjy+8y4q2WyLSltHYx41BoOjfOpxCyLwFRFPFoaYVDEzPsvUwxtqzpQvpv4Vnw/D9KSHYI93LvsaDdgn/tA7Kva1/6uvYFQK6Sk1KcQnxhPC7GLjQxa5wqRDenbnx14yvOp54npzyH21m3+brL17ibuuNg5ICeTI+zyWfrDJ4zSjN44cQLiKJIH5c+zPKbhXfEQdA2ArfHv3n/VRRmZZAeE0WXic9XvWbj7knTTt24dXgfAX0HcvfsCVQKBa0G1KxpzavIY+65uQRlBjHSayTdHLvhb+WPhd6jb7LA76UbQzUuWuH7wdIbzN1A9vjNHXHZJUxYfQ1dLQlbZ7anfR0NLlKJwMAWdihUauZsD+aj/WF8NbJ+1YPYrGLWXkxgbKAjrV3qb5x9b0BT+n1/gR9Ox/DZsEe7KD6MiY4J3Z26cyThCG8FvoWWRAtRFHnn1GJyyrMpTRhDVy8bbik/Zn/sfib5/r29CAqVghUhK/C18KWnc83g4N9Ibx9rDobcJzil4JF/u8agUovM2X6HnFI5v73UscrcZe+rHZm+IYgJq6/xeg9PVl+Mx0hXi+2z2uNk/ixwbizj2jjx4+kYjt/LYFbXhllDz241m6vpV/no8kfsGbanyvWyMShVal7ecpuojCKuze+FdS1uidXIT4SDc8CxDfSoPeO97nICd9MKWTzGv86sc4m8hA8vf8ip5FNM8plEJ4dO1bYXZJZRlFNByz6Nb1a1cDCk3wvNaTu4lFtHkwg5nYIoQqmhlJMmCl7Tqx7SXY3LxVRfCx/bhiWipnVy40DIfT49GM6nB8Mx0JbibWuEQiUilQh08LDASFcLpVzFuS1RJN/Lw8BUh+FvtcTe07Tec1s6GtFnmi9HV9zl7OZIek/zxc/GmIGlWtzcFoOtuzG9pzXDxOrfGzA/zLPg+X+UjeEbMdI2YqjH4+n6/t1oS7XxMPXAw7RhN9c/42DogKepJ7/e+5Xs8mzGeY9jkPsgQNOt28m+E+dSzvFB+w9qDbL2xOxBFEUm+kxkX+w+TiSdoEeFkhc9OtHsTwHhhssJqETqdeD6q4m6qtG19u5QfTLQadxkoq9d5tL2jSSG3MYtoHVVZrrq2LwoZp+ZTW5FLl91+YrB7oMfbxB+4+D6Ctj5uxOlINE0Ulr7agwC/mzkUg95pXKmb7iJTCKw+6WODQpShgU4EJ1ZzC9n42hiY8T0Ov4eoijy8YF76GtLebd/00ee19PakAltndh6PZmpHV3xsKqZta+PoR5DOZl0kitpVzBU+/HxkTMk6u3BQN6B5c+NobOXJZOP7GVb5DYm+kz8Wye3e2P3klaSVufv4N9I9ybWyCQCpyMyn2rw/MPpGC7G5PD1yBbVdKo9rY3Y/2onXtp8i8Uno3E002PbzGeB8+PiYKpHU1sjzkRmNTh41pHq8HWXr5lwaAIfX/mYH3v8SEFlAfdy7xGWE0Z4bjhtbdvWO/nccj25yuL9UGh6nfcHQKO5v3s6IMCotVCLH0JYWiHfHIukr68NI+vIOscXxDPn7BxSilOYFzivVpfexLuabLBLi8c3SDKzNaD3NF8CB7mSdDeXSH018fvDCEktJOChhr4rcbm0czNvkDkRaJoH97zSkYj0YiLTi4jMKCYivYjYrCL6+Nhg9LssZbMuDggSgfTYAjqO8kTPsGGlc+4BVrQb5s71/fFo6cpIDs/FRyGlzMuAEW+0QvIUJPD+Lv47I31Gg4nNj+Vk0knGe4/XSIv9P6G7U3eyy7NpZtGMd9q8U21bD+ceZJVnEZ5Xs4tbqVbyW8xvdLTvyHtt3+P4qOO84jKYIC0J4yvC+enOT1X7pheW8+WRSL45FklOySNMTp6AtMhwdi18n9TIe7Vuj7pyETtPb0ysqy9HmtrY4t9nAPfOn6a0IL+GPN3JpJNMPjoZpVrJhv4bHj9wBk199jsJMPMMjFwNXeaBfUtIvAT7Xm6wi2KFQsWsjUFkFFawempgo4KUuX286dfMhs8Ph3Muqnad0iN3M7gcq2kSbGgZxhu9m6CrJeWbo5ENHgto3ou0vCk6EmPeO7GeUcsvkyLZhq5Ul0PPfUlnL80Dc6LPRJKLk/9Wc58KZQUrQ1bS0rolnew7PfqAfwkm+lq0cTV/Ism6P3M2MosfT8cwprUj49o41dhuZqDNphnt+Hx4c3a91OFZ4PyE9GxqTVBiPoXlNeVE66KJWRPeaP0G51LO0XtXb7ru6MrLp15mWfAybmfdZvGtxaQU1W6ik1NSyaITUXTxsqSZvTH7Q+7Xuh+iqNHc/6UtpN2CoT+CWc364DK5ktnb72BuoM03o/xqnXgeTzzOhMMTKJIXsbrvaqY2m1rrfkl3c7BwMMDI/MldKU2t9fHv5UT/AHu0pRIOBD94nyl5ZaQVlNcpUVcXOjIpAU6mjG/rzCdDm7Hjd0fCFZOrq175drKn11TfBgfOf9C6vwtebWy4dyEN1BDiqcNlXeV/KnCGZ8Hz/ySr7q5CT6bHZN/J//RQ/laGeQyjg10HFndfjLa0+g+6i0MXJIKEs8k1VTcupV0iqyyLMU3GAJql95cr4MT9HPo792Lt3bVVknorzsWhFkXkSjVbriU/9fcgiiI3D+5hx6fvkRwWyoHFX1KUXT0ozLufRlZiHN4du9R6jvajxqOtp4e5gxMufg/szDeHb+atc2/hZebF9sHbaW7ZuJKEWtE1BofW4DcWei7Q1IcP+AZSrsOdjY88XBRF3v0tlKCkfJaMDaCVc+MyixKJwJKxAXjbGvP61jvEZpUgiiKFZQoi0os4HZHJ54fD8bUz5rl2j26a+QNLQx1e7u7BifBMrsc/2gzmbFQW41Zexe/TE0xed4uSnOaUSkMY3DEVtW4Ubwa+jpXBg0xTb5feWOtZszVya6Peb0NRqpXklOeQWJjIvZx7XE+/zk93fiKrPIvXW77+n8k6/0FvXxuiM0tIzm2Y3XN9xGYV88aOYHzsjFk4vHmdn4W2TMKk9i7Ymfw3lpH/zfRsao1SLXIxJrtRxz3n8xxjm4zF39qfN1u/ydq+a7ky4Qp7h+5FS6LF97e/r/W4r49GUqFQ8cnQZgz1tyckpYDEnNLqO6XchHX9NE3hWgYwaQ80G17r+T49EE5CTilLxwVg9qcGZbWoZsmtJcw7Pw9PM092DN5BG9s2tZ6nslxJemwhLs0fP+tcGyZ6WnTztuJQ6P0qU6EH9c5Pfq2neb8QBIGeU5rSa6oP4z5si0czC+7dL3wshaN/kmfB8/8YCYUJHE88znjv8f8qU5S/A1cTV1b1XYWDYc0lNTNdM1pat+Rcyrka23ZF78JSz5KuTr/XNosiRBzC0K0b8zt8hJ5Mj0VBi8gsqmDbzRRGt3akh7cVm64lUal8ej/48pJi9n23kAub1+HZpj0Tv1iMSqFg36LPUVQ8EJmPunoBBIEmHWqv39Y3NmHU+58x9K35VTe9+IJ4Ft9aTHen7qzvt75Kb/QvwX8CuHaBkx9BSe3Z4D9YeiqG/cH3ebufN4P87B7rcgY6MtZMDURHS8LwXy7T/OPj+H92ggE/XGTGr0HklcpZOLzxzWbTO7lhaajD6osJ9e6nUKl5e1cIqfnlTGnvwrrnA9k07hVEQcmlghV4mnoyzntctWO0JFqM8R7D5bTLJBTWf/7GUqYoY+SBkfTY2YMh+4Yw/vB4XjjxAhvDN9LVsWudD/Z/M719NKoHT5p9vhKXw8hlV9CSCqyY1OoflQv8/0RLZzNM9bU4U4eLXV1IBAkfdviQJd2XML35dNratcVQ2xArfSumNZ/GiaQTNfT9byXls/tWKjM6u+NhZcgQf43B1ME/ss+lORopurW9NXXOQ36Ely6CZ69ax3A4NJ0dQSm83M2Djn8KRNWims+ufsb6sPWMbTKWDf02YGtQd3NiSngearWIS4vGZYMbwlB/e7KKK7mRoJEPvRqfi4WBNk1sGld29ncg05LStIMdOnoyWjmboVCJhKXVb5byb+NZ8Pw/xpq7a9CWaDOlWc1aq/+XiCIUJIMo0sOpB1H5UdwvebC0lV6SzqW0S4zwHIGW5Pc6t4xQjcmIz2DMdc150e9FLqZd5JOTe1CpRV7p7smMzu7klFRyMCT9qQwzPTaKze/NITH4Nj2ef5Ehb87HztObQXPeJjspgWMrfqjSDo66chEHb1+MzOvOKNg38cHC0fn3j0Dks2ufoS/T55MOn9TIyj91BAEGLdHopR6vW2pqz+1Ufjwdw9hAR17p/ni17n/gYKrH+ufb0sfXhnFtnPlgkA/LnmvF3lc6cm1+r8eqldXTljKqtQNno7LIKq7bRv5sZBY5JXI+HdqMDwb70rOpDYF2fniYeKASVbzf7v1atZRHNxmNlkSLbZHbGj22+lhzdw0JhQnMaTWHr7t8zc89f2Z9v/XsHLyT73t8/1Sv9XfhYmGAl7UhpyMfP3jeFZTClLU3sDHWZe8rnRqk/PCMp4NUItCtiRXno7Ify8GzNqb6TsVKz4pFQYuq7o0qtciH+8KwM9Hl9Z4aqUl7Uz3aupmzLzgNUa2GPbMg8jB0fQdevw2tp4Kk9klUWkE58/eEEuBkypt9qjexq9QqPrz8Ib/F/MbMFjP5oP0HaNVSK/0wiXdz0NGXYevWcCWphtLbxwZ9bSkHQu4jiiJX43Jp727xr19l+mO18c96z/92ngXP/yFK5CXsjNpJVF5UrdtTilM4HH+Y0U1G12ln/f8GtUqjArGmF3zfAn57ge62bYHqhil7YjWNgqOajHpwbMQhTfOb90BAU59qb+DIhdx1DA+wxdlCn06eFnjbGLH2UsITW0en3Atl+0fvIooi4z/9hlYDhlTd8NxbtqHLhKlEX73IjX27yElOJDc1maYdG64Asi92H7cyb/FW67carqbxpFg1gS5vwd2dEFezVKawXMGH+8Jo52bO58PrV8poKC0cTVg6LoCPhvjyQhd3Brawo6WzWY1l1sYwprUTKrXIvnoshnfdSsXSUIfuD9ltC4LA223eZl7gvDozvZZ6lgxwG8D+2P2UyJ/MOfEPUotT+fXerwxyH8QLLV5gkPsgujl1I9A2EB8LnwcTxP8gvXxsuB6fR1FFw+tmQSMvtuh4FG/vDqW9uwW7X25YQ+ozni49m1qTWyonJLWgzn2ux+c2uC5aX0uf11q+Rkh2CCeTTgKw5XoS4elFLBjkg4HOgwnrsAB74rJLST+7EuJOaxqaey4Anbqzsiq1yBvb76AW4cfxLaupayjVSt6/9D4H4g7wasCrzG41+5H3sMoyBXG3s3APsPpL6nv1tKX08bXhaFg6sVklZBRV0L4BEnX/NFZGOjib63M7qeCfHkqjeBY8/wfIKM1gcdBi+uzuw8JrC3n+2PPcybpTY7+1d9ciFaRMaz7tHxjlAxTyyicOKB//4uUQtE5jc71zisYBr9VUCPsNlx3TcTd0rCrdUKqV7InZQ0eHjtVLPSIPgXMH+L1GVVuqjZswDolOJu7udwFNcDS9sysR6UVcbUBNbF1UlpVydNlSTKytmfzNj9h5edfYp83QUTTt1I1LOzZxev0KBEGCV7uOVdtvZtwkraT24C6/Ip8lt5bQ0rolI7xGPPY4H4vOb4G5Bxx+S2M48xDbbiRTKlfx0RDfBmk0/1N4WhvS2sWMnUGptX6ns4srORuZxahWDjUcvDo5dHqkQ+bEphMpU5axP27/UxnvkltLkEqkvNHqjadyvn8TfXw1dbPnoxpeN1uhUDFnRzA/n41lfBsn1k9rg4nef3cC8V+mWxMrJAJ1lm7cTS1k3KprzN0Z3OBzDvMYhqepJ9/f/p6MohIWHY+ik6cFg1pULwEb2NwOF0kOFpc/05SUtXnhkefeFZTCzcR8Ph3arJq2t0Kt4J0L73Ak4QhzWs3hJf+XGjTWyKsZKOVqWnSv35XwSRjiZ09BmYJvj2sSbI1tFvynaOVsyq3k/H8ubngMGvTUEgShvyAIUYIgxAqC8F4t23UEQdjx+/brgiC4PrRt/u+vRwmC0O/313QFQbghCEKIIAj3BEH49Km9o/8hovKieO/iewz4bQCbwjfR2aEzv/T6BQs9C148+SI3M25W7Xu/5D77Y/cz0msk1vo1XZH+LjJio1kxazLXftv+91889pQmy3zoTdA1hTG/aqyuh/4Ik36D4gy6p8cSlHGDYnkxF1MvahoFvcY8OEduHGSFQ9MHKhTZxZWcC7bGTOLD9tg1FMk18kfDAhwwN9Bm3aXEGkMRRZFrv21n+8fvUFpQ93LU2V9XU5KbS/9X3kLPsHbDDEEQ6PvSbKxd3UkND8OpuR8Gppqlrp1RO5l+fDqjD4zmVNKpGscuDlpMibyEj9p/9PfrfWvpwqDFkBcPFxdXvaxQqdlwOZGOHhY0szep5wRPgbwE2P4cbBoBW8bAtgmwYxLsngHnvoHII1CYqinvqYOxgY7EZpVwJ6WgxrZ9d9JQqkXGBD7eA7GZZTP8rfzZFrmtyiTocbmZcZOTSSeZ0XxGvXWX/1UCnMwwN9BucN1zmVzJjF9vcjDkPu8NaMpXI1vU6wj3jL8WU31tWruY1Rk8LzmpCfhORWRxJa5hdt5SiZRX/d8gpTiF0VsWUyZX8enQZjWywGZ6MlYYr0epVlM2aDHJJan1nrdcrmLpqWhaOZtWk6VTi2rmnZvHyaSTzAucxwstHh2Eg8Zy+u75VGzdjbFy/uuMkbo2scJET4uT4ZlYG+ngYfXfKE1q7WJGdnElqfn/kCX7Y/DIO4kgCFLgF2AA4AtMEATB90+7zQDyRVH0BJYC3/x+rC8wHmgG9AeW/X6+SqCnKIr+QADQXxCE9k/lHf2PcD39OuMPjeds8lnGNx3P4ZGH+a7bd3R17Mr6fuuxN7Dn5VMvcyXtCgDrwtaBADNazPjHxpyfcZ8933yKvLyMGwd21xs0NgZ5eRmFWRn17xSyA7aOA0MbmHpII5/WbPiDWjbPXvDieXpoW6EU1Vw6/ha7o3dhpWf1oFEQNFlngKaDql5aczEeuVLko47vUVhZyMqQlQDoakmZ1M6Z05GZ1Tq51SoVJ1f9xOWdm7kfFcnuzz+gvLioxpBjg65z79wp2g4fjX2T+vWHtbR1GDbvA2w9mxA4aDigCZwXXltIZ4fOuJm48ea5N/nu5ndVboE3M26yP24/U5tNxdOs8VbTTwWPHtBiLFxaCveDAU0DTkZRBTO7uP+11xZFTdY77ixUlkBpNhSmaCZIqTfh3FewfQIsbQbfumsC7Kya0nSD/OzR05KyKyjlT6cX2XUrhZbOpnhaP+YDURSZpOtEUlESR6P3PN450NRffn3ja+wN7B+Z7f6vIpUI9GxqzdnILBSq+icaRRUKpqy9wdW4XJaM9eelbh7/+trP/w/0bGrDvftFZBZVX4m6nZzP2ahsZvfywsFUjy8OR9RbGy2KIqGpBczfc5c568pQlnhRpHuEL0d51P5bDFpL04o7vKrdl4GnX2PovqEkF9WtlrThSiKZRZW8279pte/NsYRjnEk5w9zWcxv1O0uJyKMwq5wWPf66rDNoFGIG/O6m2MHj31/v/Act/4N1zw2ZhrcFYkVRjBdFUQ5sB4b9aZ9hwK+///duoJeg+asNA7aLolgpimICEAu0FTX8UeSn9fu//06+/i8mqSiJt869hYuxC8dHHefdtu9WKyuw0rdiXf91uBq78tqZ19gZtZM9MXsY7jn8H8s4lRUWsOfLjxFFkRHvfoxKoeD6vp1PdE5RrSbs7EnWzpnF2jmzuHlwT+3LOpd/hL2zNKUW046AWxdN09qfMXWmxdSTmAtabL9/jkupFxnh0q96HWjEIbD1q9L6zC2pZOPVJIb629PboxUjvEawNXIrSUVJAEzq4IJMIrD+skYxQVFZwf7FX3D3zAnajRjHqAWfaSYVX31MZdkDma2yokJOrvoJKxc3Ooye0KDPw9jSiue+WIJby0B2Re9i4bWFdHXsyg89fuDX/r8yselENoZvZPqx6aQUp7Dw2kIcDB140f/FBn7ifxH9vgQ9U1jTC/HIO2y/EIKHlQHdmvyFih8AUUcg7gz0+gheOAmzzsFLl+CVq/BGKMxPheknYOAi8BkM9+/A3hc19fIPYagjY2ALOw6GpFMmV1a9HppaSHRmCWNa19QJbhDyUtj7En0vLKNppZyfghYjV8nr3D2+IJ7+v/Xn82ufk1NePTP3W8xvROdH81bgW+jKnlw/9t9Kbx9riiqUBCXW/ZDNL5Xz3OrrBKcU8PPEVoxs9dcGLM9oOD2balZFz/4p+7z0ZDQWBtq82NWdd/p7c+9+EXvr6DOoVKp44dcghv58mb13UhnQwp4vu78HknKCStcSkRtRfRUnN47Es5/wkltTbjkEI1doEiq7Y3bXev6CMjnLzsXSs6k17R4qe1CoFfwS/AteZl6NbsgPPZeKnrE2Hi3/+lXhoQEadZFOT0Gi7u+iqa0R+tpSbif9bwXPDsDDKZfU31+rdR9RFJVAIWBR37GCIEgFQQgGsoCToihef4zx/89RWFnIa6dfQypI+anXT5jqmta6n7muOWv7rcXbzJuF1xaiFtXMaP7PZJ3lFeXs+fpTSvLzGPHOR7i3akPz7r0JPXm0hkbxw5QXF5GVGI9KWbNB5H50JFs/mMvxFT9gYm2De6u2XNi8jv2LvqCi5Pd5l1qtUXM4+SE0G6EpzdCtuwwgKqOYBYfiyC4I4LauLiIifU6vJOraYc0OxRmQegN8NHbWeaVyFp2IpkKp4rXfO7dfb/k62hJtPrj0AfkV+Vgb6TLE355dt1LJzM5l1+cfEH/7Jr2mv0zn8ZNxaRHAkDffIysxnn3ffoaisgJRFDm1+hcqS0sY8OpbSGWNq8HcHb2bz65+RheHLiztvhRtqTZaUi3mt5vPd12/Izo/mqH7hpJQmMCCdgvQk/3DOrWGVvDyVWg5GW6uZnneTL5xuoZEVD762MdFUQHH3werptCmjt+FjiE4t4O2M2HoT5ogOj1YUzP/J8YGOlJSqeRY2IMVkJ1BKehqSRjs/xgSe9lRsLoXhO5A0n0+b2o5kKYsYVdE7cobalHNx1c+Jq8ij9+if2PgnoEsC15GmaKMwspCfrrzE61tWtPXpW/jx/IfoouXFdpSSZ2lG9nFlYxfdY2ozGJWTWnNwBaPJ3/4jLpRV1ZSdOwYKS+9TOK48ajldU/4/kwTG0McTPU4/VDwfCMhj4sxObzUzQMDHRlD/OzxdzThu+NRlMurT2TVapF5u0I5HZnF2/28ubGgN4vG+DOimcZt8GjCUcYeGkvXHV154+wbbA3fwg8HJjHSxoxQGXhKJ1KaMIcuDl3ZH7sfharms2f5uThKKpW80796/8mB2AMkFyfzesDrjSqBK8wuIyksl2Zd7JH+Df0dHdwt2DyjHSPqcEH8NyKTSvB3NOV2csE/PZQG84/Zc4uiqAICBEEwBfYKgtBcFMWwP+8nCMIsYBaAs3PjveD/SyjUCuadn0dqSSpr+q7Byaj+jJaJjgmr+q5i/sX5NDFrgqPR359hUSmVHFr6NVkJcQx7e0FV+UH7URMIv3CGq79to99Lc2ocV5CZwdYP5lJeVIhUJsPS2Q0bNw+s3Ty4Hx1B+IUzGJiZM+C1ufh06gaCwJ2jBzi/eR2b589hyOx52IQuhru7oO2L0P9rkNS8MSnklRw6fIbfso25FF+AjkxCR7+uBJXfxE2rKdrycFyOPseOS5MI8PbAG1iV5cPeHy5WWbuOae1YtRRoqWfJpx0/ZcGlBYw7NI6l3ZcyraMrF68Gs/XDdxBK8hjy5ns0affAwc2jdTsGvPoWh39axMElX+HVvhMxN67QZeLzWLk0zuJ7T8wePr36KZ0dOrO0x9IasnP93frjbe5d9Z3o4li7kcrfjqEVDPmeT9I7MPj+j7QJ/wqy9sCI5RqTlafNtV80Gq6T99VqtVsrzUfB7V/h9ELwHQaGD7JEbd3McbXQZ2dQCiNbOVKhUHEg5D4DmtthrFvL+RUVGuvy9BAwdwMLzwf/4s7AgdmgpQeT94JHDzrYtaTd2ddYGbyMYU1GYahdXQVge+R2grOD+aLzF/hb+fPD7R9YHrKcHVE78DLzorCykPfavvefWaZ9XAx0ZHTwsOBURCYfDPKp9n6TckuZtv4m6YUVrH++DZ08/zuZt387oihSfusWhfv3U3TsOOriYiTGxqiLiii9fBmjHj0adB5BEOjR1Io9t9OoVKrQkUlZcjIKKyMdJrXXrPZJJAILBvkyduVV1lyM5/VeXlVj+PxwRFUN+0vdqstbvtPmHaZ6T+RG7EFupF7iRuoVTiefBgkMMWvBW31+IiRRxYywIJoa9OFc6llOJ5+mv1v/qnPcLyhn/ZVERrR0oKntAzm5SlUly0OW42fpR3en7o367MLOpyERBJp3+XuCWUEQqpxM/0u0cjFlxfl4yuRK9LX/sdC0wTRkhGnAw1Gc4++v1bZPqiAIMsAEyG3IsaIoFgiCcBZNTXSN4FkUxVXAKoDAwMD/6dKOb258w7X0ayzstJDWNg0LKIy0jfi5189/8chqRxRFTq7+mYTgW/SZ+RoerdtVbTO2tMK/7yDuHD1Im6GjMLd/ENhXlJSw9+tPEFUq+r44m/z0NDLjY4m+donQ08eQymS0HT6GdiPGoq37IGvaauAwbD29OfT9N2z76B26WsXiP/IDpN3m1VqmkRh6hyMrfqY8NxNdm3a8M3ICE9o4o6ejZs7Zq7zo9yI2Q92J3/IK4zI2IQ+SkiDasChYSisXGfP6NqGjpyX+jqbVztvfrT+WCkN+3v85Ky7PxqPInPEl5VRItBk89wOaBNb82zXt1I3C4jwurV9LQvAtrD29CBzScPULURRZf289S28tpZNDJ77v8T060tqtpt1M3Ng+uGbDZkxmMaVyFQFOpjUP+huIyy7h13hDTHuuo41zLBx5B3ZM1pRR1LNi0GiK7sOFxZqmT4+GPdQBzXdo4GJY3lFj8DJixUObBMYEOvHd8SiScksJTimguELJmNZ/mrCKIoT9Bqc+1WiFmzhDxAFQ/ynL7twBRq8DY80Sq9CkL2+eMWW8qoz1Yet5vdXrVbveL7nP97e/p5N9J4a4a2QMl3RfQmh2KEtuLeF6+nVGNxlNU/P66+b/V+jta8OH+8KIyy7B09qI2KwSlp2LZX/wffS1pGyc0ZY2rub/9DA1msKC8J+f0IiiSPr89ynctw9BXx/jPr0xGTYMvdatienajaKjRxscPAP0amrD5mvJXI/PQyYRuBafx8dDfNHTfqC13NbNnH7NbFh+Po5xbZ2wNtJl1YV41l1OYFonV17sWku/xIVF2Jz7miFqBUMAZLqkWnsjd+uCe+/PQRDo4qXGVF+LqAQLHAwd2BW9q1rw/P2paBDhrT9pOu+K2kVmWSafd/68UX9PhVxFxJV03FtaYWBa+/36GRpaOZuhUouEpBTS4T8gsdeQ4Pkm4CUIghuawHc8MPFP+xwApgJXgdHAGVEURUEQDgBbBUFYAtgDXsANQRCsAMXvgbMe0Iffmwz/v7Itchs7onYwrfk0hnsO/0fHoqisIP72TbzadkQirduB68quLdw7d4r2o8bj17t/je3tho/h7unjXNm5hcFvvAuASqngwJIvKcjMYPQHC3HybVG1vyiKFGVnItPWqVKT+DP2TZoy+cMFHP1gGmczPbixLZQWWVvw692/yjSktCCfcxvXEHn5PIKJFSm69jTPvc1zvjMx+V3zd2WflVXn9HpxC8qgjUiPvo2k2ThChvSrdiN/GLVKxaEfviHm+hVaIEOpp020WTZmrX04ktKdO0FytrRUV+vqTylKYVPEJvbl7sPFV0azRGMSWxXzXANvwiq1im9ufsO2yG30d+3PF52/aLTRSZlcyaS11ykoU3B4dufHb3B7AtZeSkBbJmFyR1cw9AZDW43L14kPNGUTT4uTH2uC1X5fNP5YqybQ8XW4tERTZuL6YAVhZCsHFp+IYvetVO4kF+Bopkf7h6WgUm7C8fmaZkTbFjD8ILh1BZVCY9STEwO5sSDTgdbPV8+ICwLN2s9hwJWP2HRvA+ObjsdK36rK4Abgow4fVXtw+1n5sb7fesJzw/Ey82r8e/2P0qupNR+i+T4VlCk4di8DHZmEqR1cmdnV7V9hpy2KIikvv4wyOxunZcvQsq2/F0UUxX9tkF2wYweF+/ZhPmM6Vq+8gsTggYKDUe9eFB87jrqyEolOw4LDDh4W6GpJOBOZxd20QmyNdZnQtuaq8nsDfDgdcZ6lJ6Np42rOV0cjGexnx4eDfGt+VqKoKbeybQ4dXtP8/sw9cJRWD3E0DXV27LmdSvtWXbmRsY3EwkRcTVyJySxm961UpnVyw9HsgTRdmaKM1XdX0862He3tGqdrEHMjk8oy5V/eKPi/QKCrOYY6Mlacj6O9u/m/9vfwB48MnkVRVAqC8BpwHJAC60RRvCcIwmdAkCiKB4C1wCZBEGKBPDQBNr/vtxMIB5TAq6IoqgRBsAN+/V15QwLsFEXx0F/xBp+UC6kXMNQypJVNq7/sGjczbvLNjW/o7tSdOS0flDg09IYad+s6uobGOHj7PJXxXNuzgxv7duHZpgOD5ryDTKvmsnToqWNc+207zXv0oeOY52o9j76JKa0GDuP63h20HT4GKxc3Tq76mZR7oQx4bW61wBk02T0T60c3POrd+oURzuEk9viV4Ku3uLZnB9f37sSzTXtsPZpwY/8ulJWVdBg9gV9yXSgrKsQtbB3nN61j6Nz3a55QEJC1mQp+o3DR0qvTbQrg3KY1xFy/Qttho/Hp3B0TBwd+Dv6ZdWHrMGx+j7BiQwbusKStsxPmuuakFqdyOvk0UomUQW6DGNlzIifir3EudikrQ1fysv/L9b7XCmUF7118j9PJp5nqO5W3At96LMm5FefjySyqxEhHxuxtwex9tSM6sr/PmjivVM5vt1IZ2dIBS8PfH7KOraHjbLj8PfgOr9Met1EkX9MYs3SZB2auj3eOrm/D3d1weK7Gtvf3INfORI8uXlZsuZ5MfpmcOb28kPxh+X3qU03AbWgDw37RWJT/8T2SaoGFh+ZffbQYw+tnF3JSLWd5yHI+6vARh+IPcTntMu+1fQ97Q/sahwiCQDPLZo/3Pv+j2Jvq0czemG03UjDSkfFqd0+mdXLFwvDfk9krPn6C0vMXQColcfwEnFevQser5gRHmZ9PxqefUX77NnYLP8OwW7d/YLQPEJVqcrdFgkrEYoovFeHhZH7xJQZdu2A9dy7Cn0rjjAcMpPC3PZRevIhR794NuoaulpSOHpZsv5lMhULNwuHNa7VJd7M0YHIHF369ksiuoFQ6eliweKz/g9/cw2Teg6I06D4fWoyu9/qv9/QkvbCcC7fd0feU8MLen3inzdvsDErBQFvGqz2qKxNtidhCXkVetdWghiCKIqHnUrFwNMTO4y+W5PwfwERPizf7NGHhoXCO38ugf/N/d7+C8F8SpQ4MDBSDgoL+1mtOPDyRuzl3aW3TmlktZtHBvsNTnRFll2Uz5uAYjLSN2D54OwZamll9aUE+Wz+YR/PuvetVY4i7dYN93y1ER1+fqYt+qdeyuSHIK8pZ/co0dAwNKczMwMWvJcPmLkBL90EHf9ytG+z/7nNc/Vsy7O0PkcrqnoNVlJaw5vUZOHj7YufpzeWdm+kweiIdx/x58aKB5MbBz20gcDoMWgRo6qdDTh4h7OxJKkqKcfRtTu8XXsXA2h6/T08wpb0LvStDubxzM2M+/ALn5v6PdengE0c4vXYZrQcNo/uUmdW2nUs5x7HEYwQlp3C/OBdzYzkV6iJ0pDqM9R7LhKYTSM6SMWd7MGkFZQzocY7LGSdY3ns5nRw61Xq9gooCXj/zOiHZIbzT5h0m+U56rHGnFZTTc9E5+jazZZi/PS9sDGJWV3feH/h0JlsN4cfTMSw5Gc3JN7viZfNQ1ltRASu7aKy8X7kKuk9gW6tWweoeUJINrweB9hNonEYehu0TNU5kHR88NA+HpvPq1tsIAlx8p4cmQ5V2G1b3BL+xGlvyelzLHsnFJXx150d2mJqwtt865pydg6uxK7/2/xVpPZO6/2/cSMjjblohYwIda685/wdRV1QQP3AQEiMj7L74gpSXX0KslOO07Bf0AwOr9is+c5b0jz5CVViIlr0diqRkzCZPxnre3AZncZ8molokb2sE5WEa0yeTgY5kfjoTUa3Gbc9vyMxqrgaKSiUxnbtg0LEjDksW19heF5uuJfHhvjAcTPU4O697lVGSukKJIJMg/P7/80vl9Fh8DjsTPXa+2B6juv7WF5fA6U9hbhQYNUxxKjW/jJdOzCGp9C7FMe+BqMW8vk14reeDSU5hZSED9gygtXVrfurVuNWx+zEF7F18mx6TmuLbuebE9xk1UarUDPn5MgVlck691a2aS+Q/gSAIt0RRDKxt2zPF+Eewtt9a3m3zLinFKbx46kUmHp7ImeQzT2xoAA8aBMuUZXzf4/uqwBng0vZNFGVncmXXFoKPH671+JyUJI789B2Wjs6oFEpOrvr5iR16ws6eoqK0hAGvzqXfy2+QfDeE3V98SEWpRuEiPSaKQ99/g7WbO4PffK/ewBlA18CQNkNGEX/7Jpd3bsa3S48GS7PVypmFINOFbu9UvWRqY0u3SdOZtXwDk7/5kbEffYWFgxN3kguQK9V08LCg9ZARGFvZcHbDKtQqVT0XqJ3E0DucWb8C91Zt6Dppeo3t3Z2683WXrzk6fhPNhY/JiXibX3uc5tL4S7wWMJud1zTuWRIJaEkl2Cqew9PMk3cvvsv9kvvVziWKIhdTLzLp6CTCc8NZ1G3RYwfOAN8e02gXv9vfm96+Nkxq78yqC/FcimmYEcGTUlqpZOPVRLp7W1UPnEFjpDJsGRTf19QZPwk3Vmsa9PoufLLAGTTW7E36w9mvoPBBm0ZvX2vMDbTp5GGpCZxFEY7N17hRDvzuyQJngMBpzCpVoCPCzBMzKVOU8WnHT58Fzn+irZs5Mzq7/esCZ4C8DRtQ3L+Pzfz56DVvhuu27cgsLEiePoOiY8dRlZRwf8ECUl95BZmFBW67d+F+4ABmUyaTv2kTiWPGUhkT87eOWRRF8vfEUB6Wi8lAN7RdjSk4FIcyvxTHpUtqDZwBBJkMo759KT53DnV5OaJKjTyt5JHPoT4+NuhpSZnXr0lV4KwqqiT9qxukfXyFrF+CKTgQh3ZUPsentGHPyx3qDpwBYk6AnX+DA2cARzN93u8yDaSlvDSwjJe7ezCjc/Va6l/v/UqxvJjXWr7W4PP+QejZFHT0ZXi1tWn0sf9fkUklfD68OemFFfxw+u/9DTSWZ8HzI9CT6WkkcEYe5eMOH1NQWcCcs3MYsncIi24u4mbGTZR/bgaqB1FUI5drZvY/3PqB21m3+aTDJ3iYPljSzUyII+zcSVoNGIp767acXr+CmOtXqp2nvLiIfd8tRKatw8j5n9Jl4lQS7gRx71xNl7mGolaruH10P3ZNmuLg7UPz7r0Z/Oa7ZMTFsPOz90mLimDvN59iYGbGiHc/rtbMVx+tBgzFyMIKp2Z+9Hlxdv2Z+8NzYWVXjTPcn7l/B+7thQ6vVlNC+AMtbR2sXd2rzn81LgepRKCtmzla2jp0nzyDnJQkQk4eadC4/yA3LYVDS7/GwtGZQbPfRlJPIKMllfDLxFaY6Gnx0pZbxGSVMGnNdRadiGZQCzuOzO5CVy8rjt3NY3HXJajUKuaem4tcJa8Kmp878hyvnH4FhUrBqr6r6Ov6+PJjt5Pz2R98n5ld3Kvq+BYM9MXDyoC5u4LJL61fZkqtFonLLmF/cBqrLsQRllbY6Anaj2diyCmRM7tXHXW5Tm00f9Nb6zWGJo9Dyk1N7XST/hrVjCdFEGDANyCqNNrPv0ta6cik7HyxPUvG/r56EfYbpFyDnh8+naZHPTMsWk5hWkEBCrWCmX4zq90bnvHvRpGZSc7KVRj16YNBe00DtbajAy5bt6DbrBlpb75J3IABFO7dh8WLL+K2aye63t5IdHSwff99nFauQJmbS8LoMeRvf7ouraIo1vrbFUWRwqMJlAVlYtTDCaOujgjqUECGydiP0AsIqPe8xgMHIJaVUXz6Ajnr75H10x2yV4YiTy2u8xhbE11CPu7LiJYPaoGLTiYjKtUYtrcDmYTSoAzyd0ajWBFG8dp7KHPrcJ8ry4OU6+DV+Ptke7v2OBo6Ell6gnf7N63W63I78zabIzYzwHUA3ube9ZylJvHB2cTdzqZFd0e06uifeUbttHYxY3wbJ9ZeSiAqo+7v0D/Ns7KNRqJUKzmacJRD8Ye4kXEDpVqJkbYRnR06M9h9MF0du1bbXxRFyssTycu/Sn7+VfLzr6FQ5CPavcabN9Yy3ns8C9ovqLb/zs/mk5uSzPQfViGVydj1+QdkJcQx+v2FOPo2R6VU8tuXH3E/KpyxH3+NfZOmiGo1Oz97n6zEeKYu+gVjy8YbUERfv8zBJV8x5K351aTWEoJvcWDxlyjllegZGTNh4XeY2TVOdkdeUY6Wtk6NmrlqJF+HdX0BAfTNYfw2jQ7vH2wcBhl3YXZwg5b3Ry+/glItsu9VzXsRRZHdny8gKyGe6T+sQs/o0ecoKypk2wfzkFeU89wXSzC2apjI/a2kfMavuopCJaKnJeXTYc0Y09oRQRDYH5zGnO3B7JjVnhJZMG+cfYPezr3JKssiNCcUewN7ZvrNZJjHMLQaKrNWC6IoMmLZFdIKyjk3r3u1JbCwtEJGLLtMz6bWrJjUumrCkVlUwfWEPG4n5XPvfiHh94so/ZPWqrO5PgOa2zKghR3+jib1ToZis0ro//0Fhrd0YNGYesplFOWIyzuTUeyA3pS1mDo14vtbkq2ZcMm0NUYoerVnyR6L4G2w7yVo95ImmH4YeRn8HAj6FprrPq3scH4Sih9bcjFgOF2GrKxu4vOMfzX3332XoqPHcD98CG2n6lKj6ooK7s+fT2VMDHYLF6LfsmWt51Dm5HB//vuUXryI8/p1GHTo8MTjElUimT/cRlSq0Wtqjq6POTpuJggyCUXnUig6lohBeztMh3lQfusWSVOfx2jAGyDzxuolP3Rc654YiioVsX2Gohf4EsjMMGxvR1loNuoSBfotrTHu74rMpP4yFEVmKZnf38awoz2mQzSTRVEtoswqoyK2gKKTSSCC6RB39ANtqt9z7u6G32bAjFOaiXgjWXt3Ld/f/p79w/bjbupOYWUhS24tYU/MHuwN7FnT79GysQ9Tkl/J9s+vY2yhx6h3Wv8t2s7/a+SXyum5+Bye1obsmNWh9jr3v4H6yjaeBc+PoKywAKVCUWswWqoo5er9q5xLOcfFtIvkVeTxc8+f6eakafrIzjlNdNQnVFRqluV1dGwxM+tAbv4NMkozOKhoxdr+G6spJ8Rcv8KBJV/Sa8YrBPQdCGiyzNs/eofSgnzGf/oNIaeOEnz8MP1feZNm3R40WRVkZrDx7dew9/Zh1Puf1QhqRFFEVKvrVNDY+sFcyooKmf79yhrZ1dSIMC5u20j3yTOw82rcLLxBqNWwpicUZ8LE7bDrec1y+fBlmgaQuLOwaTj0+wo6vPLI05XJlfh9coKZXd15t/8DCa+c5EQ2vjsbv94D6D2j/mY9gN+++piUe6GM/eirR1po/5k9t1PZeyeNj4c0w9P6wXJ+aaWS1p+fZFQrR74Y0YIlt5awPmw9dgZ2zPKb9cRB8x/8EaR/N9qPMYE1b/6rL8TzxZEInu/oSkmlkpuJeSTlalwQ9bSkNLM3prmDSdX/WhhocyYyi6NhGVyJy0GhEnE00+OXia3wr0X+ThRFJq+9QUhqAWfndX/QKPgn1GqR+DvZ3DkUTla6GiO9Up77diDSWpqIaqBSar4XqTdhxkmw82vMR9Qwjr2v0Y0e9gu0fKh85uxXcP5rmHYUXDo+3Wvung7RJzRydh49Gq5V/T+CMj+fyqgoKqOjqYyJQb9tO0yGDP6nh1Uv5cHBJI6fgMWsWVi/9eYTnUtdWUn8gIFITE1w2727/qRDQ8YWmUfuhntoORqiyCgDpRpBR4q2sxGVMQXoBVhhPtYbBEgYMRJ1WRku23eSsyoKQUeKzeyWCNI/jeHKzxB9DHnPDWQtD0ZUiFhMbY5+CzvUFUqKz6VQfCkNQRAw6uaIUQ+nmuf4nZz1YVQmFWH7dhukBjW/68qCCvJ3RlMZX4iurwVmIz2RGv7+3NwzC2JPwbyYx5rA5pbn0nt3b8Z7j8fXwpdFQYsorCxkiu8UXvJ/CX0t/Uef5HfUapEDP9whM6GIse+3wcz2CcvH/h+z82YK7/wWWufz6+/gWfD8mIiiyNYP5lJZVsb4T79B37ju2XelqpLJRyaTVpLGziE70SoLI+zebAwMmuDgMAFzsw7o6blSriznvRPDGKYXj5XDDPy8H6g/KBUKNrz1EjJtHaZ8+1O1ILcoO4ttH85DXlGBvLyMwCEj6VZL7W3w8cOcXrecPrNew6+XRj6uoqSEe+dPEXziMEq5nNELPsfCsfqXMS0qgu0fvU2P51+k1YAhT/rRNZ47m2H/qzBytabxqiwPdkyCpMuaDuqoo5rXXg/SSH09gvPR2Uxdd4NNM9rS2dUUZLKqycTpdSsIOXGEyd/+iJWza53nyLufxvo3X6Tz+Cm0GzH2Kb1RDa9tvc3l2BxuLOiNRBC5k3UHfyv/pxI0A5TLVfRafA5zQ20OvNq51pm7Wi0yZd0NLsXmYKavRRtXc9q6mdPOzQIfOyNkdTzoAArLFJyKyOT709GUVCjZ+WKHGvXMR++m8/KW23wyxJfnO9U0g1HKVUReTefOqRSKsssxsdbD1SSOkBh7urZNp8X02lVcqnHyY41ax/DlEPCYTaiPQqWELaMg6Qo8f0ST3SpI0TSueveHMRue/jWzImDDICjL1WS2m42AFmPBqW3t1vP/A4hqNZmff0HRyROosh+qx5fJkBgY4HXuLBK9f16GrjZEtZrE8RNQpqfjfvQoUsPag6b02AKyU0po3s3hkdm0woOHuP/229h/8zUmw4Y90fhyt0RQGV+A3fx2iGqRytgCKiLyKI/KQ9vRCIvnmiJIJZSHhJA4bjy2n3yC2fhxlIfnkrsxHJMBrhh1+/2ZIYqa5rxLS6lQBZArfgpaUkoOf4rtx29iMmhQ1XWVeRUUHkugPDQH/QArzMZ6I/zpfVfEFpCz5m71a9SCqBYpuZRG4fFEJHoyzMd5o+thDIu8wLM3jFz12J/PvPPzOJ54HAA/Sz8+6vBRo0s1AG4dS+Tavnh6TG6Kb6dnTYJPglotMmblVRJySjkztxum+o2TZ30aPGsYfEwEQaDbpOkUZ2ex9+tPkJeX1bmvjlSHxd0WI4oiv1ycxt2w1zE2akHrVltxdJiIvr4bRfIiZp2cxfncLCRG7chN30x5eXLVOW4f2U9hVibdp86skR02trJm5PufIUgE3FoG0mXi1FrH4d9nAM7N/Ti/aS3xd25yYuWPrHx5Kuc2rkHP2AS1SsXOz+aTnZxY7bhbh/aia2BI8x4NkxtqNJXFmiCkNiqKNFJfjm2hxRjNa/rmGvc1/4lw7iuNbXKP9xsUOANcictBSyrQLDOW6HbtiQpoSWzffiRNnoJbWAwyicDN3+qvKbx3/hSCIKFZ96f/mQz1tye/TMHl2BykEimBtoFPLXAGWHE+jvuFFXw4yLfOh7REIrB6SiBn5nbj1gd9WDUlkBe6uNPC0aTewBnARF+LUa0d2TKjPTKphMlrb5CS9+D3USZXsvBQOE1tjaqcwx5GrVKz+5sgzm+LRtdAi/4vNmfiJ+3p9MYE7EwyCQrSQXG39kbZKiIOaQLn1tP+usAZQCqD0es1hiY7JkFROpz6GBChz2d/zTWtfeCtCE3pkltXzeRyXV/4wQ+urdColNSDWi7XmHTUt095Odk//0Lexk1Pc+SPTf7WbeRv3Yp+QEus330Xp7Vr8Lp4AZf161AXFlJ46J9XMxUVCpJnziJh7DjS3ppL1tLvKdi9m5wVK6gIDcVq7lt1Bs6iWuTMpkgu7ojmyPJQKsvr75UxHjQQ3WbNyPr+B9QV9f+960NVqqA8PBf9ljYIMgkSbSl6vhaYjfLC/v12WE7xrcoI52/fgURfH+PBmiy/nq8Fuj7mFJ1KRplfgShXIt/xOcXn4sg1XE6O4lNkYjo2r/gj0VVQdPRotWvLzHWxmOiDcT9XyoKzKTwUX63uWlRr6q2lpjoYdqy/FFCQCBh1dcTm9ZZIDLTI3RiOPDhIM8F8jHrnh5nWbBpuJm582P5DNg3c9FiBc2ZCETcOJODZ2hqfjv9umbX/AhKJwOfDm1NYrmDZubh/ejg1eBY814MoihTmmNG81wwyE+LYv/hLlApFnfs7GTux0G8wPbTjKJJYEhCwAZlMk43LKc9h2vFphOeGs6TbEjr4LUEQZERHLwQ00nTX9+7AvVUbXP1qr4WzcnZl5s/rGfHOR3U2rQkSCX1fnIMowt6vPyXi0nmadurGpK9/YOLCRYz75GskEgk7P3ufzATNF7IgI52Ym1fx6zOgwU2AjaK8AH5uq6lLza3lR3BxEZRmaWpKH86qyXQ0ZRt9Fmqybn4Nz/5ei8uls4WUnPnvILOywuy559Br3hxRrUYdEoJdZh5R1y9TVlRY6/FqtYrwC2dwDWiFodnTdyvr5m2Fka6MAyH3H71zIxBFkR9Px/DD6RiG+NvT7mETj1rQ05bibmX42DVlzhb6bJrRljK5kslrr5NdXAnAsrOa4P2zYc1rDcTjbmeTm1ZKj8lNGf1uazxaWiORCAhSKe2f70mZ2pywzXs0TaK1kREG+14G+1Y1a5GfIqL69wf9HzX4lcWajHDYb9BpDpjWNHd4ash0oOlATWb77VgYsRKMHeHYu/BjAFxfVWsQrSopJa5ff+KHDKXw8GHEWtRlSi5eIn7IUHJ+/pnM775DkZX1172PBlAZn0DWokUYdO2Cw48/YDHteQw7dUJmZYVeYCA63t7kb97yxGpCT0rB3r2UXryIIJFQfvcuuWvWkP7Bh+T8+BO6fn6YDB1a57HJ4XkUZJbh0cqalHt5/PZNEAWZdSdkBIkE63feQZmeTt6mx5/glN3JApWIQWD9qg+qwkKKjh7FeMiQahMA06GaGuSsX4JJ+/gSWcHdKVTOQq7wQL+JiJXsLWSpBzDq34/SCxdRlZTUOLdRd0cMOztQcuU+xWdSql4vD8lGkVaCcT9XBK2GhSNatgZYvdACib6M3ANFqDAHj54NOrYumlk248DwA4z1HvtYOvryciUn1oahb6pN9+e8//UGH/8VfOyMWTGpNa/39Hz0zn8zz4LnehAEgeTwPGKDDek+5RWS7wZz7JclqNU1H0a590u4dnI1ZK2nVGbP58lFnEq5BEBaSRpTjk4htTiVX3r9Qi+XXujq2OLmNpuc3DNkZ5/i8s7NKOVyuk2eUe+YdPT1H1n/ZmJtw9C579Pj+Rd5cfmv9HtpNjZumhugub0j4z75Bi0dHXYtfJ8Ll2+xf8s2JBIpLfv9RTWFZxZCSYZGxH5VD4h8SO0iNw6uLoOASeBQixGNIECn2TBqdYPr2QrLFYSl5jPt4q+oC4tw+PEHbN55G4cli3HdshnP06do3rodalHk7tGDtZ4j+W4IJXm5NOv212TidWRS+jez5cS9TCoUjZfOq41KpYq5O0NYcjKakS0dWDTmL6j/rYWmtsasn9aWzKJKpqy7QWhqAasuxDOipQNt3WpOPERR5PaJJMxs9fHpYFfjQWPvY4NTEwNulwxDvvn5alJx5MbBnhc12tBSbRi7scGrEY1FVVRJxrc3KTyRqHnBxhdGroS8ODB20ATPfxc6RuA/HqYfhakHwcwNjr4NP7bUSPSpHkzq8zZsQJmeDioV9+fOI37YMIqOHEFUq1FmZ5M2dx4pM2ciyGTYffklKJUUbN/x972XPyEqldx/7z0kOjrYfV7T/lgQBMwmPUdlVBTlt279Q6PU1CHnLFuOnr8/Ltu24nnyBE1DgvE4dRLnDRtwWr6s3ntz6NkU9E206TPdl6FvBFBeomDX10Ek3cut8xiDdm0x7N6d3JWrUObn19guqtWU3byJKK9dNUcURcqCMtFyNETrEfW3hfsPIFZUYDauepJCZqaL6SBnZGIShpIDmLeMwfa9NtjNb4f5tO5I7Dzg0lKM+/VFlMspOXOmxrkFQcBkoBv6rawpOplEydX7iAo1hccT0bI3QN+/cQ3uUiNtLKY0Q10pIZcvEbVMG3X80+bCjmiKcyvoO70ZOvr/v/oT/mr6+NrUL1P4D/EseK4HURRpbauPlwSK8lzpOmk6UVcvcmbbB8TEfkNk1IeE3XuDO8HTuXF9DCWSb1AUNaNr8734Wrbk4ysfczr5NFOOTqGwspA1fdfQ3q49pQWa7JyT41QMDLyICP+QsPPHCOg3GHN7RxSKAhKTVnLten+yso43aJx/zsi4+rWk1YAh6BpW151Vq0XiKnXI6vICuQoZl3/6nPSbF9BtGoih+V/gJ592C26uhbaz4MULYO4G2yfA6c80phbHF2iCn15PqPH7EDcS8hgecx6riDvYzH8PXe+aS3DuM1/EvKSc4CMHal3evnf+NLoGhni0bvvUxvVnhgbYU1Kp5Gzkk2f98kvlTF5zgz130pjbpwmLx/r/rQ6CrV3MWDm5NbFZxYxcdgVtmYT5A2pvsEwJzyMnpYSWfZ1r1D/+QbuRPlSoDAnJ7Qxbx2n0m/e+pFG3CN8P7V/RmKqY/jWNJKJaJG97FKqCSorPplCZ+PsKhc8QGLcZxm99ci3px8WtK0w7AlP2azLfR+Zp/gHK3Fzy1q3DqE8f3I8cxuH7pQiCQNpbc4kfMpS4QYMpPnECy9dfw+3AfkxHjsCwWzfyd+xAXUcA9leTs3IlFaGh2H76CVrWtavZmAwejMTEhLzNW/7m0T2gYPt2lBkZWL35RlWAL8hkaDs6YtC+HTKLuu+f+RmlJN/Lo0U3B6QyCQ5NzBjzXiBGFroc/jmE4FPJdR5rPW8u6rIycn5ZVu31ythYkp6bRNLkKaTNnYuorFkGorhfiiKj9JFZZ1EUyd+5A90WLdD19a2x3aBgOdaqWZgObYr+uOnITH83zRIE6DIXcmPR005CZmdH0ZGjNY4HTdmF2agm6PqYU3AgjtzN4agKKjEZ6FbnfaA+tI1LMJMtRl7hSP6emBrPQHlqMdnrwkj/9iZFZ5NRl9W9avwkFGSWEXUtg5Z9XbDzNP1LrvGMfx/Pgud6EAQBLaWaJjoSsq9l4OjXnJZT1Ah2O0lKWkN62kHyc29RkJOGokJAVjGE5POvsv/bSN5z+RQdqQ5vnH0DURTZ0H8DlgXO7F18mw3vXebC9mhEtRRPtw9QqLJw6liK/6AOREZ9xKXLnYmL+5aiklTuRX6BWl33jz6zqIJhv1zm9W13HrmkeSDkPh2+Ps2o5VfZeLeItI7T0Tc1Q0tUsqHIhZuJeU/3A1Sr4NCbGsviHgvAzAWmH4dWU+HiYljVDaKPauyQjZ6ekHzUmas8H34Ugz59MB0/vtZ9dLy8aGJhS0lFGQm3b1TbVlFaQuyNqzTt3A2Z9l/XpNDB3QJLQ+0nLt2Izy5hxLLLBKcW8MP4AF7v5fWPLBt2bWLFD+NbIgLz+jbB2li31v1uH0/CwFSHJm3rNjSwcTXGzd+S4PKRVGQka0p+7u3TBM1vhEK/L2rV+n5aFJ9NoTK+ENMh7khNdcjfHYP4xwqBzxCwD3iq11OrHm26pMjKImnaNEqvXdcELe7dYfox6PAa3NoAUUfJWb4CdWUlVm++iSCRYNy/P2779+OwdAkSPT30/P1x278fq1dfRfL7d9ts8iRUubkUHWmc/vnToPxuGDnLlmM8ZAjG/fvXuZ9ETw/TUaMoPnkSRUbG3zhCDerSUnJWrkK/Q3sM2rdv9PGhZ1ORyAR8Oz+o6zW21GPU261xC7Di8u5YEu/Wblqk4+mJ6ejR5G/fjjwxEbVcTvZPPxM/YiTy+HhMRo+i+OQp0hcsqJEIKA3KAJmAvl/9md3y27eRx8ZhNn5czY0qBYRu1zSttptVc7vPULDwRLj8Pcb9+1Fy+TLK7OxaryNIBSwmNkXb1YSKqHx0vc3Q9XxMacmYk+hLL2PcXpeyO1mUXEgFNLJ3OZvCyfo5GEVqMTJTHYqOJ5H+1Q3y98fWrRf9mERcSUeQCPj1cHz0zs/4n+Gf9T78D2AyxJ2ypCzcDPdwL+YYUgMp6pxOhO7NRVQ+CFC0dM1xaWGBb7tCYm5XcP4XOe8O+opDlpt5xf4tIjeXknxPs2znFWjN3XOpZCcXY2oRSZ7SGHOfNO6EDkMi0cbKaihr7wQSnxnH7JarOXZzAwPbzawxtsScUiatvU5GYQWhqYX4O5oys6t7jf0AglMKmLczBB87I94f6EPPptYY6WpRXtyG5LgEDp/K56VNt9j/WqcqM41qVBRBxAHNcrV9S9AzffSHd3ONJmM4et0DXWYtXRj6Izi20RiimLlB+0dLxjUUVVERAb8uosTIDN8vai4BP0zz6TO5/ePX3Nq6EffABw/E6KuXUCrkf1nJxh/IpBIGtbBj280UiisUj7U0dTEmm9e23kEqEdg2sx2tXZ5+fXZjGNjCji5elnW+l4z4QtKiC+g02vOR+qfthrqzPTSHOw4r6OB+U6O1/BQnWXVRmVBI0akk9AOsMOhoj8zGgJw1dyk8noTp4Np/X0/CrbPRnD16lZ69uhHQx6XO+vPcVaspu3qN1PAI3HbtRNvZWRNE9/oI4s8j3/w6+Xs1QaaO+wN1E0EiwXjAAIwHDKj1vAYdO6Lt4UH+ps2YDBv2t0281BUV3H/3XWSWlth++MEj9zebOIG89evJ37ED6zl/Y8kMkLdpE6q8PKzfeKPRx1aWKYi8lkGTNjboG1efjGvpSOk7vRm7vr7JmU2RTPioLXqGNSfsVq+/RuGhQ6R/8CHK/HzkcXEYDx6Mzfz3kFlYoO3oSPb3PyDo6WH78ccIgoCoUFMWnI1eM0skjyglyN++A4mhYe3fkfhzmqa8FnX0nEik0OkNOPAapt1fJn+LQPoHH+K4Ynmt3yVBS4rlVF+KziRj2P4JFClijoOxA0ZDW6Moi6LwWCKVCUVUROUhaEsx7u2MYWcHJLoyFBmlFF9Mo/RGBqXX0tEPsMZsTJPHyng/jFqlJvJqOi7NLTAw/fst1Z/xz/Es81wPoiiSnX+M+MC3KfQ8gE56AK5WO+k9eiOvr/uNyd/8iH3TcWgZdMSpWVOykxK4vncDeUkrUZSsI2b7Idqf7MT5H5LJTCyi40hPJi/sQN8XmtP3hWZkJkQTfGI/2qUjMDfrgJvbHALbnmfxjVHsDdNnUOBosivcKMpezfenwqtllsPSChm94gplchW/vdyRfs1s+OZYJLeSatbF5ZZU8srmW1gb6/Dr9LYMC3CoCm70jIzxDvBn9dRA5Co1Mzfeokz+p+W/2FOwrINGSm7TcPjGBX5sBbtnaOqVS6qXHcgrlIhF6XDmc3DvAc1G1vxwW03mfuEEMvIGPrWaVVEUSZq/ANOSfGJffA+pcf0mKMbduuEqykhOTaYg80E2K+z8KSwcnbFx/+ubFIYG2CNXqjlxL7NRx4miyJqL8UxddwNbY132vdLpHw+c/6C+ScDt40no6Mvw7fzoh6aFgyFegTaE3tWntM17Ty1wVstVFB5NoCKuoMZqjapUQd72SGTmupiO8EQQBHQ9TTFob0fJ5bQH5RtPCYVcwYlzhyjRT+Dc4SD2L71DUU7NzJgiI4OCHTsw7N4dgNRXX0VVUqrZKNOBkavIvqlGQIXlq4/WQX8YQRAwnzyJinv3KL8T/ITvqOFkLVmCPD4e+6++fORvFUDb0RHD7t0p2Lnrby0xURUWkrt2HYY9eqDnX4/RTx1EXElHWanCr0ftJUZSLQm9p/lSWarg/JaoWlcQZVZWWEyfTllQEOryMpxWrcRh0XdVpSIWL76IxcwXKNi+g6xFizTmXOG5iOXKR5ZsKPPzKT5+HJOhQ5Ho15I4ubsLdE01cnB14TcOjB3Qid+E9bx5lJw/T8GOuuvoJboyTAe6IzOvfXXqkSjlEHcOvPogSCSYjW6CloMhlXEFGHZ1xPadNhj3dkGiq8kPatkaYD6mCXbvtsWgvR1ld7KoiHjyldaksFzKiuT4dnqmrvH/jWfBcz0IgsCt2z9TWi7QVPdn3O69QsbOAkS1iJaOLiUFRuRlOtBl+CBGtFLwQutMZvTWo3crY1ytlaCKICdxO0ZGpxm3oCUt+zoj+92q09XPFC3ZWSQyI9Ki2yLJ+wJ7h1eYvSORs1HZfDmiBbO6edKt9XtY6ecSFLGVOduDqVCouB6fy4RV19CWStj5Ygf8nUz5drQ/dqa6vL71djXLZZVaZPb2O+SWylkxqXWdWokeVob8NKElURlFzN0ZglotalQy9r0Km0dp6junHtTIx/X6SCOllXwVjs+H7/00tcsl2RTllPPr/Ctc/mkPKCth0OJadWlLLl6k8NAJ8nfspfTatafy98pdtZrK06f41ac/zfp0euT+giAQMHQkIHJ7ywYA8u6nkh4dSbPuvf+WDFwrZzMcTPUaVbpRoVAxb1conx+OoI+vDXte6YizRcOF/P8p8tJLSQjJoUUPR7R1G7bo1XaIGyqVyK1jSU9tHOWh2RSfTyVn9V2yV4ZSEZNf1TeQvzsaVYkC84k+SB5yZDQZ4FazfOMh5BVK5BX1S4/Vxr4dR6kUipBIpJj6lpOTUsz2hTcIv3y/Kogqyinn5tL9hHo/z1nTiWjPX0RlfALp89+rWqavyIWiRB3MvYrQSq1ZcyqKIocPH+by5cu1jsNk6FAkxsbkbdrY6PfwOCizs8nftBnTCeMx6NhwgxmzSc+hys2l+GjtdbV/Bbnr1qMuLsbqjcZnu9VqkdCzqdh5mmDlbFTnfpaORrQb6k7cnWyir9delmIxayb2ixfhcfAghl2rO9kKgoDVW29psvNr15GzfDmlQRlITXXQ8TCtd4yFe/chyuWYjqulZENeppGE9B2mcfCsC5k2dJwNyVcw6+KGQceOZH79DZXxCfVe+7FJvgry4iqJOom2FOsX/bB7vx2mA9xqNVoBkBprYzrYA6mJNiXXqt9z1erGK7mEX05H31gbl+Z/Qb/QM/7VPAueH4Ge7qtcu9oLiVsACicjHCuUxB1NQF4m5+KWUCwMcvG71VOjN6sow1SVjr9OGMOsrjG7yQU6WyWQmxLCrncmk33zQU3h5R2bKcq6z5A35+Lqb8+lXTGsmHsRrTsFfBLoztiWmto4W+teGBm14LlmZzgcmsKIZVeYsu4G1sY67H65Y5VznYmeFr9MbEV2SSVzd4VU3QgWnYjicmwunw9vTnOHuk1eALp7W/P+QB+OhmVwcPc6WNYeQrZB57c0zX5uXTWSQF3mwvgt8FY4vBakubFeWwY/+HHx5wPIy5WEpPhwv8lHYOFR4zqiUknWt9+i5eSElqMjmV98gViPBGBDyN+5k+ylS0n078Sx5r3xe8R7/QOHCROxKVcQfuMKSoWCe+dPI0gk+HTu/kTjaSjqEgULTEyYGF3GloORXIvPpbSy7iAss6iC8auu8dvtVN7o7cXy51pXs93+p6koVXBmYwRR1zNqPIzunEhCpiVpVG2gqbU+3m1tiLiSjqLy6aiSlIXmIDXTwXSoB6q8CnLWhpG9PISCA3FURORhMsANbYfqjbYSHSlmo5qgzCmn8Hj1QF4URQ79FMLmD69yP6bmyk9dJCYmci/uNsY40Lp1K9KyExn2jh/WLkac3RTJ3kW32fzhVTZ9cJU7hV6UWPtQWSlyN8kAm3ffofjkKXKWLSc+Pp6Upd8jMTbGor+/xhHxT5KQQUFB3Lx5k5MnT5KamlpjLBJ9fUxHj6b4xN9TU1x89iyIImZ19CTUhUGHDmi7uZG3ZetfNLLqKHNyyNu4EeOBA2ttPH4UiaE5FOdW1Jl1fpiAPs7YeZpwYXs0xXk1JQgl2tqYDBqExKD2RlVBELD54ANMhg0jd/VmKqLzUaZdJ+Pjj8lZsYLCgweRJ1dvTBRFkYIdO9Br2RJd7yY1Txp9FBSlD/T366PVFNC3QLj8PXZffYVER4f777zzRPf20tJSfvvtN0JCQqpviDmhUdtx61b1kqAlRaL36HuhIBUwaGtHZUwBimyNVGByeC6rZp/n6r44VIpH9x8AlBZUkhSWS9MOtkgeoYv/jP89/j1P3X8p7SXxXJPChe0/MsqxhPjkkUgvpHDl/DZKijvQ134N0k5vcEPWlhMXbyKRSJDJZMi0ZGjpa2HsIKW/GM6F8zFsXfwTvX2WYNp6GLcOn8C/zwA8A1tj6SPn1PKbKJJK8VdrUXoqnbUXMnFuZkHHkZ64u82hOPQFlo3MYM4BLZraGrF+WlvMDapnAvwcTVkw0IdPDoaz5lI8zuYGLD8Xx8R2zg22t5zho6bdjeW0CL9InqEX5jO3aWqc68LSSyPf1XUe8bu3khhsRVvDbURW9uFMWCvGjVChpV1d9aFgzx4qY2Jx+P57BC0Zqa++Rv62bZhPmdLovw9A0bHjZHzyKQZdu7DEcyyBVsaPNPn4A4muLs1bt+N0xB3CD+0j/MIZ3AJa/yXazg+jyCil+FIaZcFZ+ClFygUJlpczefFyPHmCSBMbI5o7mKBSi+SXyckvU1BQJiezqAKJILBiUmv6N6+74e6fQKlQcWR5KOmxhURcSefW0UTaDHLDs7U1JQWVRF/PpFk3h1prOuvDp5MdkdcyiA/Oxrvdk71nVamCytgCDLs4YNjRHoO2tpQGZVJ8LgV5cjq6PuYY1uEM9nD5hl5zC3RcNRO0jPgi0uMK0dKRsn9pMJ3HetG8m0O9Kxfl5eXs2vkbUqUuffr1w9xdys2bN0m+H8ewN1oTciaF0LOpWNgb4FJ+F/0LO2mx91fu3lVwbV88qveHYxIRSciePVzKycZMT5dxs2YhHdMflnfQWBZPPw5SGTk5ORw/fhw3NzdycnI4ePAgs2bNQvonIyaziRPJ27CB/K3bnthe+lGUnD6DloMDOk1qCdjqQZBIMHvuOTI//5zy0FD0/P5aOcacVasQ5XIsX3/tsY4PPZuCoZkO7gGWj9xXIhHoNdWXHZ/f4PSv4Qyb07LRNbmCRILdF58jMT+AMl9AkRNC+e1IVLkP5PB0vLww6tMbw169UBcXI09Kwu7ll2o/4d3dYGQPLo9eyUNbX9PQe2YhWoafYLvgbdLe+YCc5cuxmj27Ue8DICMjg+3bt1NQUEBcXBw+Pj5oa2trVkRDd2gCZx3DR56nNgza2lJ0JpnSa+mYDvHgzolkBAFuH0siITibnlN9sHWrPwETeS0dUS3i0/GZk+D/R54Fz49ALzOI9pJSzhe2IEd1AUGnAlnlZBzogo25EqnF18RGlHM85xTW+ua4tPBEqVKiVGr+xcbGclTLjTEfzOLa2iUcC89BK/IwxsYmdH1uGsfC0vlo/z1ySir5fFILxrVyJDU6n4SQHKKvZ3C+IpIhs7tjbOSHXLGFS+8cxlhPH+06mq2mdnTlekIe3xyLRFcmwd/RhI+H1JQeqkF5Ppz/FuHGKprLdNlnPoO373fjjSgjXm3AvUFh5M7F5N5IjCq4p1NEkbMEaXgF1w/E03m0V9V+qpJSsn/8CVmr9lyMs6UotwKzrq9StO4gLfsNQNvm0Xqfolqk6FQS5WE5GARUcv/tt9Hz90f782+IWXKFse0f/aB6GN+XXuXqS1O5sGsLlSolPabWbM58WigLKsj/LYbKmAIELQkGgbYYBFpQdPIMevE2bDey5EgLY4LSizgfnY2OTIKZvjam+lq4mOtjbqDNxHbONLGpewn4n0BUi5zeEEF6bCF9ZvgilUm4cTCBE2vvEXQ0EUMzXUQgoHfjpeXsPEwxNNch+kbGEwfPFeG5oBbRb6H5jggyCYbt7TAItKEiJh8dd5N6g16TAa5UROeTsyEcy6m+6LiZEHomhXKzROTWRajLtDh8JJKgECsCunhiZ2+LjY1NjXMePnyY0rIS7MQ2+HZ0RCIRsLKyIjg4mMDAQAJ6OxPQ2xl5ahpx/X/CbOxYtB0caGaq4NbRJO6cTKHTu+9w67vv0C8tpcDMjNO6Oow3tEU6eCkRGzdj9eNEzHx9+C3KEC0tGSNGjCAtLY0dO3Zw7do1OnWqHhBpOzpg1KsnBTt3YvnKy0h0H7Me9RGoS0spvXoVk3HjHqs0ymT4cLKXLiVr8RKs5sxBz98PQfr0ZRnLbt+hYNt2TEYMR8etpr38o8hNKyEtqoAOIzwanJk0sdKj8xgvzm6OJPRsKv696v+9iKKIPLkYVUEl6nIl6nIF6jIlaqUDOu56OH69BtC4SSpSUym5fJmSU6fJWbGSnGXLQUsLiYlJ7UonZXkQcxLavwSP8BaoouNskJfAlZ8w1j1GSde25KxYiUHnLui3+j0Jo1ZBynVIugwtp9TayxAWFsb+/fvR1dWlX79+HD9+nODgYNq2bQtnv9A0MPZ8dJNpXUiNtNFrbknprUxU/lakRubTfrg7lk5GnNscyZ5vbxHQ25m2Q9yqSi0fRhRFwi+nY+9liqnNv79k7hlPn2fB8yM40fMnijtWor1xDev1ZrAyx4ZPEPFRQ5pawB+RSyWhCAh0y/PGxbUVej4P6p8yMjLYtGkT2w8eY/LcL4k7d4rbB3fQ2yGR2TvvciwiB187Y9ZMDcTP0RQAl2YWuDSzwNRaj8u7Y0mNzMfNbTYhoS9QWXwYbaPqtWkV0flIDLTQdjBEEAS+HtWCZnpfIRXKGdpzd/16vyqFRof5/NdQUQgtJyP0WMBgfSvO7w7lu+NRlFYqebtf/a5Jl/bHUZJXyVZDOTKTl0i6X8Y3ARaEnE7Bs5U1tu6aWXzu2jWUFisJd3meoog8bN1MiJf5Ijb1JeST27i1ccQz0AbX5hZVWRd1ZSWK1FRkNrZIdPTI2xVFeahG1ilnQxDarq44rVjO2hDNa508Gxc8a9va0sTWkeD8THT0DXBv3a5RxzeGgr2xyJOKMe7nikFbW6QGWuSsXEX20qXIHALQa/MyE5JlvP5CGwTpf8el6sqeWGJvZdFxpCdN2mgCXHd/K2JvZ3HzUALJ93LxbmeLsUXjHSwFiYB3W1tuH0+itLASA5PHbzAtC81GaqGL1p/KMgSZpNrvti4kOjKsXmhBzvowstfeRX+QO7F3Mim3vY+Zlim6Njpkk0tSfiZJB8IAsLa2JiAggBYtWmBkZERoaChhYWHoF7vQYXALpL8HVgEBAZw8eZKcnBwsLTXf4ZwVyxEkEixe1EiE6Rpo4dvFntAzqRQaRlChrc3g++mU9fTjdGwsR48exdexC2eKzDAoL8K+cAPpBDCWgxhvOYRx13l4e3tz9uxZfHx8MDevvsJiNmkyxSdPUXT4MKajRj325/xnRFGsun8UX7qMzLEzqvIuFB5NwGRA4wJTqaEBlq+8QtbSpSRNnIjUwgLDHt0x6tkLgw7tkeg9uUtqRVQUKS+9hJa9PdZvPsjCq4rl5O+NRT/A6pHyb8Enk5FpSRrUHPswPp3sSAjN4dKuGELPpWLpYIiFoyGWDoaYOxhgbKmHRCKglqso2BNDWXB1WThBS4LEQAvDbg/KoyR6euh4eaHj5YXF88+jzMuj5OxZSs6dw6BTp9onSuH7Qa1oWMnGH8i0ofcnmmMOvoGN1THKjJy4P+9NnN6fgk5JEEQf0wS/AAkXYfK+quBcrVZz5swZLl26hKOjI+PGjcPQ0JDw8HAuX75Ma3sZ0ptrIHDGE8tFGnawozwkm+QD8UhlEnw72aNnpM2Ej9pxeU8sd04mkxCaQ7+ZzbF0rH6/uB9dQFF2OW0HuT7RGJ7x30X4p+1OG0NgYKAYFBT0t11PFEWGHjxHsIEJA9LSsI+/RYFrD74a34mi4krGbriBYXkWbdQR9OndG/dL2khNdbB+qXpHdk5ODhs3bkQulzNp0iRibp6kR8gbLFDNwqn3S8zo7IZWLZkJpULFlo+voWeozeh3W3Przmjk8hw6tD+FRKJZ+i4LziJvexRatvrYvNEagPT0g4RHvAFAgN9uLCzrKbs4Nl9Tr+zeHfp+AbbNqzap1SIL9oWx7UYyz3d05aPBvrXKaN0IzuT6inuEaytpN86LcW2c6fv9efQEgefytNHSkTJ2QRvE3GxCRkwjJOA11DqGDHjZD0dvMyrLlYR9vZ7EkGwKXDtQUSFi4WBI4EAXLNODyF68GGV6OoK2IXqdZiM1cQV5CIr72Wi59sZstBOq5g50/fYsfo6mbJz+wNikMqGQvJ1RmI9vio5L3R39+UE3+fXrj2ni3oSB335f9+f1BJRH5pG74R4mg9ww6qJ5sKkrKojt1RttN1e0XVwou52Lrv9zSLTTsXq9B1pWjXPe+icIOZ3CpV0xtOjuSJdxNTWm1WqR1Ig8bNyMH9t9Ky+9lG2fXqfzGK9HZuPqQlUiJ/3L6xh1dcKkv+tjnaPqXKUKcjeGU5lUxEVFFtFGd5k0aRKenhqFluig+5zcEoJSrwCZbQHZeZkIgoCnpyfJycnIVAaYFwYw5YtOVWVNxcXFLFmyhM6dO9OrVy/kycnEDRiI2cSJ2C54v+raxXkVrP3sEAWmYXTp0oVevXoBcPLkSS5fvoypwhMLwZ3c4iwKzIIJ8LRjuGMB3NsDhWkUTr/EL+u24uTkxKRJk6r9vURRJGH4CBBF3PbveypNs9nZ2WzcuJGBAwfiYexE1o9nQTBFaqKNqlCOxSQf9Jo3bsILGlnKkgsXKTlzmpILF1GXlIBMho67O7o+TdFp6oOuT1N0fXyQmjSsBwJAnpRE4nOTEKRSXLduQctB03+iyC4jZ/09VHkVCDpSbN9qjbSOiVzi3RwO/xJKyz7OdBzVeNWeyjIFd8+nkZNSQm5aCQVZZfD7o1oiE7C10KOFWoWOQo3c2wy9FlaYOhqiZ6mH8AgJyAazfhCUZsGrN2pt+n4kajXcWkfZ1oUkn9BFVAkYOqmwGNAS/b7joThD03De/2to/zIKhYJdu3YRHR1Nq1atGDhwIDKZJr8XFRXFtm3bGGkWiZ88SNNr0xC51HoQRZHM72+Tm15Kho8FvaY1q7Y9JTKP0+vDkVeo6PtCM1xbPPiOnlx/j8SQHJ7/tnONssTGkpWVRWFhIV5eXo/e+Rl/K4Ig3BJFMbC2bc8yz/UgCALfXD/DdN92HLBzYFR2At0NstDTlaGnK2PFBH/WrV5JucyAgMC2iEI2BQfjqUwsrKqHBLC0tGTatGls3LiRNes3cLTMg62GTfjU6DCyTp9DHUt6Mi0p7Ya6c3pDBHF3sjXZ55AZpKVtxcnpecoj88jbGY1EX4YiowxFZimimYLwsE+pKHJC2zCLm+d/os+wNbVr6mbchesroPXzMPj7GjdIiUTgyxHN0dOSsu5yAkUVCvo3s0UqEZBIBKSCQEJOCVFb47CUCEx9OYD2PhrjioXDmvP8+psUNrdAeimHm4cTMbi4m1vNXkPb0Ihhc1pVzeZ19GQEvD0R4wEDkMiCUcz9nqD9MRxffQ+Dkjy8bAPxntaB8ihjUMnIKI4mvVAOOpa0MpRSfD6HLdnlFJQpeKffg6YeZWEluVsiUJcoKDqZhNULLer8W5sFtqGvlgmykEhEtfqRFuiNRVSqKTwUj8xKD8MODzJRBXv2oMrNxWrpEgzatkWelETW8rOo5R4kz/oa27dHNUqN4O8m7nYWl3bH4OZvSeextZuzSCQCzs2erBvd3M4AK2cjoq5nPHbwXH4vF9Sg59f4QO3PSA20MJ3sw93PriHo5aIt0cLF2aVqe5NAeyzsjTm+Koz8iDK69GyP2jSH0NBQEAV00j3wH+Rc7cFrZGSEh4cHISEh9OjRg5zlKxBkMixmvlDt2lr6UGYRh0yuT7vAB9+NXr16ER2cQnZpLP4dXLl/KxZJmS4+TQZDWwdoNhyWtcfkznJ69RrJ0aNHuXv3Ln4P1Q0LgoD588+TPn8+JefOYdSjxxN9Tmq1moMHD1JcXMzJA8cwLGwNCimC7Ba2b88ma2UoebuisbY1QMuy4Rnj2NhYwsLCKC8vp6xZM8rd3CgtKsJEraZPWhqlV69RuP+A5j1pa2Px0otYvPBClTFMXSgyM0mePgOUSpx/3VAVOFcmF5G74R4IAuYTmpK/O5r8/XFYTPap8Z0vK5JzZmMEFg4GtB3a+HIPAB19LQIHuD4Yl1xF3v1SctNKkEfkYhZXgEqEa2Uqsq5nwXWNXKiuoRZmNvqYSVNp2V6Caesej1cXXJiqKavo8f7jBc6gySa3eQH9poPx7PsredezKDh6maRVd9G7IcX8+aloG3VD3PEZygpH9kSkkpCZyYD+/Wnbrl21z9XLywsrQy0u5VvSYthnCE8YOIPmu15ooYdJZhkWvjV7XJyamjP6vTYcXhbCkWWhdBrjhV8PR+TlSuJuZ9O0g90TB87Z2dmsW7eOiooKevfuTefOnZ/ofM/4+3jWIloPoiiyX+rCtz9+ialaycmWnbkSl0BWluZGlRZ5GwOhknPlTizYdw+9QBsk+jKKz9XsZjczM8Oj02DKFTIG6cSQ6/MG0uI0uF2/NFSTtraY2xtwfX88piZdMDfvQkzsV2RGnCB3cwRadgZYvxIAEigLzubGhU8QhQJMZe9ipDsIqfFlTm28UlOGRxTh8DzQM4NeH9d5gxQEgQ8H+zC7pyd7bqcxa9MtZvwaxLT1N5my7gY7d0fhoJTQaaRnVeAMGuWOIf72/ByRhmMrS+4cT+JScQB6ejB6ftsay2BSQwOs356HPOwuuj/MpdW+l2mesgupjS1J5gMoumdBpUKLi8VqrqvcyLBsTZpxC27mK1Fml1NyMY2h/vZViiKiQk3upnBEhRqDtrZUxhYgTymu97N2mDgRVVISZdev17vf41By5T7KnHJMBrtXZYZEpZK8tevQ8/dHv00bALRdXHD4cio6HnroeA8n/YtVKB9q9nkSRIUK9VNSrABNdu3kunBs3YzpO6NZneYeTwvvdrZkJxeTl176WMeX381BZqmHlt3TsdWOvp3N1SIFyTp5OCjMKD2RUm27hb0hY+a3oWk7WyJP51MaZsGs6a/gb9kfXS1DWnR3qHHOgIAAioqKiDh4kMIDBzAbP76GZfXJkydRqCswLGhC5JUH+uCpkfmIcc6YGVhz/uopKhSlOOm05PKueMqK5GDlrVFEuLmWNh6WODg4cOzYMcrKyqqd32TwILQcHMhZseKRrqWP4vbt2yQnJ+MqtSGvvJA061xKTn6IcU8fBJkEi4lNEaQCeZsjapUArI3g4GC2bNlCVFQUBQUFSKVSrG1s8G7WjEy1mrABA/C6cB6vy5dwWrsGo969yPnxJxKGDaf0+o06z6vMzyd5xgxU+fk4rV6NjodGKag8PJec1XcR9GRYv+yPvr8Vxr1dqAjPpTys+m9TFEXObopAXq6iz/RmyLSeTi22lrYUawcD7HPLsYwtQM/JCOf5bRm1tCuTFrZn0Kt+dBrtiXuAFZTlEB0j4+CWYiq+8oMtYyBovSbTqxmkplxPXqrpdVHXoi4RtgcQoflTKN0xskU24F2sP1mM59kz2CxYgDI7m7Q33iRhdQxxx83ZuvUgCZmZtLl+A9uff0FdXP1eLakooFPlGbKwJEa/9ZOPCU2fxu3YQpSAVkLt+u2GZjqMnNcaVz9LLu2M4cL2aCKvZaBSqJ9Y27moqIhNmzYhlUpp2rQpp06d4tSpU0/8m3vG38Oz4LkeBEHAqW93zORy1t44hVRLxmH/Thy6eJns7GyuXLlCQEAAk3u3Zl/wfVZdTcKwoz0VkXkoMqo/4GOzill4IJZRqjbYqkw4EhrDNr3nKTn3k0ZLsw4kEoEOwz0ozC4n8nI6zZv9iJ6WC+Epb6G0zcRyWjNklnroeJiSGXGBSslB1IVD6TikPy0CX0IiVZJfvJdLO6Kr/yhDtkPKNej9KejXrywhCAJv9mnC2QmeHHq9Mwde68TeVzqyfnALhor62LgZ07anc43jPhzsg46WhN3yInRVxZiUpTFqQQeM6hDGNx4yBP3AQCrCw7GcNZPOOxYx8dtedHY2QKIjRd7TmW6zA3j+m068sLQr4z9oi8JSj/tyNVNU2swJ0JRCiKJI/r5YFKklmI9tgskgNwRdGcXnUmq97h8Y9e2L1NSU/O11i/s/DqpiOUWnk9Ftao6e94PPuujoURRpaVi8OKtalkWQCFg+3xKJkQQtl36kv7/gqdxQ87ZHkf7ldYovpiE2wA66PiKu3OfI8ruY2xsw8BW/WptqnjZebWwQJEKdOrj1oSqRUxlXgJ6f5VMpRRDVIqFnUjB0VFGuqqCJozulN9JRy6sHgFo6Uno970vPKT5kxhex68sgEu/k0byrQ60lLF6OTmiLcGPPXrRdXatqnf8gPj6eW7du0aFDBzyauBJ6NhWlQoW8QsnZzZGY2xoy/cUpuLi40KdPH4ZO70RluZLzW3833+g+H6RaSM59wZAhQygvL+fQoUOoVA/GLWhpYTFzJhUhoZQ9gQZ7cXExJ0+exNnCnp6lvpgZmhBUGAooMPg9wyYz08VsnDeKzFLy98fVf0Lgxo0b7Nu3D1dXV958801efvllnn/+ecaOHcvw4cPp1KkTd+7cISIiApmFBYadOuGwZAlOq1chKhQkT53K/ffmo8zPR1VSQkVUNMVnzpC3cRMpM15AkZyC47Jl6LXQlK+V3Egnd1M4Mht9rF/2R/Z7dtywswNa9gYUHIhFXfZAiu3exfsk3s2lwwgPLBwamPGtLIa0W3VuFkWR8rAcMpbcouTKfQw72WM1yw+ZiQ4SqQQTK31cW1gS0NuZHmMcGGk4h2FeWyjBlmPKb1FlxcChN2CxNyy0gk9NYaElfGkP37jCjwEae3flQ8Yzd3eBQ2CtUqNPgkRfH/PJk/A4fgzndWux+/EH7kwdR7q9PX30CugwYQJlISEkTZqMIvMh861Tn9BCEYKxoR6X6tAqbyypkfnkZZUjephSfjcHVXHtxjtaOlIGvNiCln2cCTufxuVdMVg4Gtar2/0oysvL2bx5MxUVFUyaNImxY8cSGBjIpUuXOHz4MOraJjTP+FfxLHh+BJM6e2LRvy+WB/axydeZCh19FmuZsWXPXrS1tenTpw+v9vBkkJ8d3xyL5MuMXNCSUHz+Qfa5sFzBzF9v8YZaB3u1NiOb9Ka9wou4SguWlfUn8vCyesfg0sICO08TbhxORJElYH9lDhK1Lqn+i1FoaVyS5A46ZLqvQay0pNvATxAkAgYGHpibdcaq2SXuXkgi6Eii5oTlBXDyQ83NMeC5eq8tiiIlFy+ROGYsFeOGY39qH94WhhRezCR8cyx6+jJ6TvGpVVLJ2kiX9wY0xefoRtpe+oCBI8wwsK07UBcEAaeVK/A8dxbrt95EamiAIrYASX4lVoM98O3vioO3GQYmOgiCgKmNPi2nebNRLUcAin6N5H5sAaXX0im7lYlRTyeNNa2ODMOOdpSH56LIqnuiIki1MBk5kuLTp1FkZdW5X2MpPJaIqFRj8pC1syiK5K5ajbanR5VrXLWxaEkxHeSF1NiRirgK8p9Q11ZdqaI8Mg9BJlB4OJ7MH+9QEVfQ6POIokjQkQTObIzEsakZw99q2WjpucdF31gbJx8zom5kIDbS0KA8LAdE0PezoqJUQdDRRCrLG29q8gcpEXnkZ5Sh51SGRCLBp3MAolxNZXTtOs8+He0YPT8QXUNtpFqSWktPSm/cIGX0aBzj40hzc8V+21ZkDzX0ZWZmcuDAAczNzenRowct+zhTXiQn6loGV/fGUZJfSc8pPhgZGzJt2jQ6duyIhYMh7Ya6Ex+cTfSNTDCyhQ6vQthv2KrS6NWrF+Hh4WzevLlaBtpk5Ahk1tbkLF/x2J/RsWPHUCqVdNFqjpa5Pp17dCVHFMnv3g2p4YPsv563OUY9nCgLyqT0Zt0To0uXLnHkyBGaNGnCxIkTNbJlf6J79+7Y2dlVlYr8gWGXLrgfPIDFrFkUHjpETOcuRAe2IWHYMFJfeZXML79EnpqKw9IlGLTXNAyX3smiYE8suk3MsJrph/Sh77kgFTAb1QR1qYLCY4kA5GeUcnlXDE4+Zo3SMmfPLFjdE85/p8kKP4Qio5ScNXfJ3RyBoC3F8oUWmA7xqLuu+fy3UJyO7Zg36THZh7Qccy7Z7ICXr2oa+Tq8Ct3e1ShV9PkM+n4O+hZwcA782BJurIb0EMgIbVyjYCMRZDJ027XjWF4eceVqBjoW06niV8y7e+G8cgWK1FSSJkzQmKykBsHtjUg7vEjHzt1ITk4mbN06Si5ceKIxhJ5LRc9IC/tBbqAS6/3uCRKBjqM86TG5KYJEwK+H42NPwhUKBdu2bSMnJ4fx48djZ2eHRCJh0KBBdO7cmaCgIPbs2VNtQvuMfx/PgucGYDygP+riYrxD77DC24F8A2NWOjQlu0sfopSgBpaODWBOLy92h2dwADmlwVko8ytQqUXmbL+Db56cLkopxn1dMB/rjZ+uO2Ose2GsLbA9pIT9e3ejqENMXhAEOozwpKJITtaaMLQqzPHzWYVSXUxIyAzyM7O5nrAWuWEa7orX0dEzhuxoSLyEo+NkkOTQtEciNw4mcPNwAkWHv0csydG4/9VT21t64wZJkyaTMnMmqvx89Fq1ImztcbYsuEj4pfv493ZiwkftMK9nGXxA8k1GxF3kpFcn6D/okZ+1xMCgWsBQdDYFqYk2+q2sa91/6elYzhirULayxgqI/DmYvP1xKG300evy4AFm2NEeQVZ9UvMwiqwy0r+6gcy+NyiVFO7Z88ixNgR5SjFltzIx7ORQraaz5Nw5KmNisJw5s876aj0/K7QcDNFtOY6sRUuoiIp+7HFUxuSDSsR8og8Wk30R5SpyVt8ld1skytzyBmW21WqR89uiuX4gAe92tgx6xa/BToFPiyZtbSnJqyS9kYF/eWgOMis91CbaHPo5hOv747l3Ie2xxxFyJgV9Y22yi1NxcXHBpKk1En2ZJkivAwt7Q8a+H8ikzzpUUwxRy+VkfvUVyVOmgkRChylTUAKRcZpMbFFREfv372fFihWUl5czYsQItLS0cPA2w8rZiOsH4gk7n4Z/T6cqVZuHCejtjJ2HxnyjJL9CIyembwEnP6Zzp04MHz6c5ORk1qxZQ06OZvwSbW0sXpjxf+z9d5gUZfr9j7+q43RPDj055xkYZmDIUXKSKAqigglzDu91Xd11DbvrrmvCgAFBBBRUJKhEAclphsk559iTO3fX74+GgWEGGJTd9fP7eq5rLrG7qrqquqr6PPdz7nPQnTqFLuXyVdHLoaCggOzsbMaNHIOqwop6kIY4R0dUOh1Zgb2JpcuUEJSRbrRsK0afr0W0XrgeRVFk//797Nu3j4EDB7J48WLk8r4bT2UyGQsXLsRkMrFt27Ye17VEpcLrgUfwffkLXBb+Da/Hnifg7bcI/XozUceOEn3yBM7nmi+NJW20fFOAMtwVzzvikSh7z6woApxwGhtI16k6dAUt7P0sB5lCyuTl8f33Zy7cB/k/gmcUHHgVfnga0WrBXNdFy7Yi6t9JxVzbhdu8CHweG4JDpNvlt9WYb2/+Hnw7BA0jdqQfSVODyTpUTVa+K4x90k6gJz4P45+FMY/D6EdhxX64/VtwDYQfn7ETeUECyFOJGgAAndBJREFUAxb07xh+AWw2G1u2bCEvL48ZM2Yw/I6XwDUIvrsfR49Wgp+dg629ifKb5qB/ezGioy+dihvw3bwZhdHIsePHqbz/gV88S9jepKcss4n4sf4o/Z1QRrrRdbIW0XLlim/8GH9WvDWe+Mt4wV8N54+7oqKCBQsWEB5+oaAiCAJTpkxhypQpZGVlsXnz5t8lHL9h/N4w2A84jhyJxMWFjl27mDVxIn8oK2eDVcFGk5QNqYW4y6SM83DmpsE+bI334bWv0pnVKLLzszTORrtQmN/ERqkLimAXnCcEIUgEnG8IwvZDKXfMXcDxPS9zJB28vP16ea+eh1+EK0PCXZBp9YhTQ6itlCE2/pEO9z9z5Oc7cI4sw7lzFA6ZkYgzTQgbFkFrOV6hY3GI8EYZ8RNhzSM5taOUU4xHpRyO7zYJvuHlBA/wwCvwwhSUuaGB2ueeo+vYcWTe3vi+9BfUs+by07p8SrNacG6uYf4TY/EfHNLnvp6H7swZ6l9+GYYO58PA2RxZd4a3FycR5NE/X0xjSRumsnbc5oT3WWnJqGrlh8xaHpsUScTkKOqqOolu1KMDDhS0IfzxKJHJ3sSO9MXNxxH1UB+6TtbhMjUYmdsF6Yi100TT2mxsejP6LDOOE5fQsnkznitW/Cr/WFEUad1RjMRJjsuknpXG5k8+Re7vj8usWZddX5AIuM4MpenTThTRU6l55mlCv/76F/nv6nO1CA5SlKEuCFIJDtFutB+souPnSvTpjSCTIHNXInV3wCyTUNWop9NLhdJJgVItw0EtozxbS1lGE0OmhzByfvh/Jb78UoQnaZAppeSfrMc/yr1f61g7TBhL23CcEMjOVVk0lHfg6Kqg8Ew9Q6Zf+RruCy11XVRkaxkw1ZODmU0MGzbMfk7jPdFnNiFabJetDMrkUmRuPa+p5lUfof18He5Ll+L9zNMIKhUeubmkpKSg1Wo5fvw4oigyYsQIxo8fj1ptv38EQWDwtGD2fJqNi0bFiHnhfX0kEonApOVx58I3cpn7WBLChOdg57NQuJekpGm4u7uzadMmPv30U2655RbCw8Nxu/lmux/wqo8I/uTjfp8fo9HIDz/8gEajYbBjNB22UlSJGtq3rSc2N4+zyUMoKysjNDS0ex1BIuCxJIaG99JoXpONoJLhEO0OEWoOV6aQlpnO4MGDmTNnDpKrNPNqNBqmTp3Kzp07OXPmDMOGDcNc30XnsRp0qQ2IZhuC3BNTgxfO0+NxuCS+2tyoo3l9DjIPBzxvj7uie4XLlGD0WU3Ub8yluc7AtPsH4ujWTytFiwl2PQceEVhvO4Dh+y8wHmvAcGIfNosjSMBxpB+uU0OQXMGlxmq1otPp0G19AZ00gq7A2zGcOUNcXByjFkTQUtvF4a8KcPdRExDTxz0jCBA5BSImQ9lhOPIWuIX06b98vbBnzx6ys7OZOnUqI0eOtL+44CNYOwu+uhUVEDrVjYr9TpTvdkDq5oZl9WNIXV0ZNHsWZwIC6Jo8mYz338dYXU1rUCA1NTVYLBb8/f0JCAjo/lP1YV2YdagaQRAYMM7ed+A0NoDmtdk0rErH89ZYZFew1PylEjWr1cqOHTvIzc1l+vTpJCT03cA+duxYBEFg7969FBYWEn2NQUK/47+DflnVCYIwA3gHkAKfiqL4j0veVwLrgGSgGVgsimLZuff+CNwDWIHHRFHcLQhC0LnlfbAb8HwsiuI7V9uP/7ZV3cWoef5PdOzZQ9Sxo90d280mC4dbOjig7eCgtp16k4UdQ6JIdFRx8r0U/Or0LKaTjx3d8LUJ+Dw+BNm5B6totlH3xmmkrko0bv9kTaELHeogHp01AInSGZTO4OAKXtEgCIgWGzX/PI1Wa+BQp306R6GS4Zd4GlXwB0gkjgx2/YrOTc14TajF4eQKSL4L8r6n3K2ToghHhkWsxLjtS+rq5dSFPkpdhYH2Rj2CALMeHEToOReC6qeepuOnn/B+6kncFi8GhZKdH2ZQnq0lebQzzm8+gDo2hpDP1yJcpgJkqqqm7Oabkbq6ErrpK34o6+L5LZkIwF/nDWDB4CsnsAE0rs7EXNuF3x+GIfTReHPbpyfIre3g52dvwNlBjrGinbYfSnFbEElTh4ncY7UUpTZiOdckpxJgiouMaqmEWnc72fAPc6Hxk0xMNV1o7h1I6w+lmGvb6fzhjwS89RrOfUgq+gNrp4mO/ZV0HqvBfVEUjkMvhHvoUlIov+12fF54AY/bryybOX8eTGWttG99HPeb5+P75z9f076INpHav51EGeGG562xPd6zaA0Y8rVYtAasWgOWFgP6mi5kQKcIGQYrjcZz1RgBxt0SfW1T0v8B7FuTQ2lGE3f9c0y/GrI6j9fQuq2YPF8n8vNamHJnHIYuC0e+LmTpSyNw9722BsKfN+aTc6yGuIVSDh7azxNPPIGbmxuGfC1Na7LxXB7fL89oAGtnJ0WTJqMePoyg997rfv3QoUPs378fgISEBCZNmoS7e2/iY7PaOLGthKihPlfVYGYfrubghnxG3xTJ4Im+8P5wkKvggSMgkdLS0sLGjRtpampizpw5DBkyhKZPPqHx328S+vXX3TpgwC4vqDkLjXkwaEmPGaxdu3Zx4sQJ7r77bhx2tmLrMuHzZDJli5dgEQS+Sx6Cn58fd9xxR+/jMVowFLTSldNISl46qbYizFgY4hnHrPtuQtrPmQ6bzcaGDRuoKC/nFs9JqMqtIJOgTtLgNNofiYOMprVZWJoNuC+KxnGwfWbL2mWm8YM0bAYr3g8l9kmi2trakMvl3YOYrtxmWj7PodlNSeJzw3st3+f+Ga0Yf/gCY0omRpe5mFvs50+isKC0HMNB04Fy6VPInGV214vyY1B2BLSlMPxeGPcMKJ3QarWsXr2arq7eTbTR0dHceuutmAxWvn39DLoOE/OfHNyjUHK90dLSQkNDA5GRkb0SLM/jzJkzfP/994wYMYKZM2d2v26ziaR+fZygUCk+CVGgcsfS3Ez1088gKBS43bQQp0mTMFgsvPXWWz1map0FgeD4eGQyGdXV1d0zKADBwcEsXrwYx3Ox5haTlbV/PEpgtDsz7r9AYPVZTWi/KQAR3G+KuqqP97VAr9ezefNmSktLmTBhAhOv4mJjtVpZuXIljo6O3Hvvvf+TQsXvuLJV3VXJsyAIUqAAmApUAaeBW0VRzLlomYeAQaIoPiAIwhJggSiKiwVBiAe+BIYD/sA+IBrwBvxEUUwVBMEZSAHmX7zNvvC/JM+dhw9TueI+Aj/4AOdJvS/8LouVcafy8JDL2JUcjdikp/7NFLpUUhz1Vjxui+tONete51QdLVsK8ZzrRNFPj/OtdRK38y2RVFxYKHomLFpNV1oHLVsKsd4QhMlLhSbYGVeNCkEQqK3bilKhwd15JDWvnEAtPYS73x77dJypC/OxNzliWYtvg5G4wk6Y9759ag/oajPyw/sZtNR1seDpIThpiym/dSleDz2E5rFHATj+XRGpuysYvySahBsCafv+B2qeeQb3ZXfg+/zzXAprZxflS5dirqsjdNNX3elclVodT21O43RZC7MH+fHa/IG4qe0DEVEUaew0UlDXiZ+bA0EGkYb303CdGYrzhN760H059dy77gwv3hjPPWMvbwdlMliozNWiazOh7zTjnN2EY6uBo0jo1Fu4caAH1uJWPJbavx9Ls576d89iaShGIh4naFVvPbooiohmc5+2V5Y2I52Hqug6VYdosaEe7I37ouge07gV99+PISOTyP0/9SvQwVTTScPKs0gUVbRtepmg1Z/idJkZir5grGin8YN0PJbEoE7qW/5yHgWn69i7OofpM0NwzGvG2mLEIUmDcnwgUicFapdz35dNtBPuFgPKCLdrjhG26cy07S5D5uGA09jAawqEqczRsv3dNGbcN5CIy8h5LkbDqnTaa7rY3WDovoY7W4x8/vxRht8YxrDZfV8/VquV3bt3ExkZ2V396Woz8sULx4ka5kO55Tgmk4kHHrBHG4sWGzWvnkQV74HHLTF9bvNSNH38CY1v9ianOp2OQ4cOMWjQIPz9r0/8ryiK7Pooi7LMJhb9YSia9r3wzV0w7wMYbB/EGQwGNm/eTFlZGU888QSOEkk3ufd78x1kump7NHLGZgqaTHwlzsUmSJFIJAiCgEQiwWw2k5yczKzx06j9xylcJgejSlBRNGECmieeIHdAPD/99BMrVqwgICCg1z7m5eWxd+9etFotYQEhjHEbhEOqDrmPI57L4pFdpuH40u3U/1zEmgObcRIcGJcwkvipyShcLqxr05lpXp9LdWkVpaEdVBkbuIGBuDfI0awY1KcvfHt7OytXrsRsNuPn50dYWBhqwRPLj61EKhV4LI29IunS5zTTcagKU0W7Xe8nWFBGeKGMdMMh0g25vxNC9rfw3QN2T0LjORcImQMEDrN7G+fusEdmT3+V78uUnD17lmmyUzip5Kjn/gtHJ2dyc3M5cOAAixcvJi4ujtYGHd+8fgZjlwWfMBfiRvsROdQHperCYMSkt1BX2kZdcRsKlYz4sf79kmVZrVby8/NJSUmh+JzUKDQ0lEWLFuHk1LNpsqSkhPXr1xMeHs6tt97ag2Cf2FpMyq5y5Eopcx5Lwi/i8t7cOTk51NfXE+Dvj3zTZgwbN+K6cCF+L/8VQSbDYDBQU1NDZWUlhw4dwtvbm2XLlqFSqUjbV8HRb4qY/+TgXpV4i9aA9ss8TJUdOI70w212OIL816lbm5ub2bhxIy0tLcyZM4fBg6+Qu3ARUlJS2LFjRw//+N/x38Wv9XkeDhSJolhybmNfAfOAi4nuPOClc//+BnhPsA+V5gFfiaJoBEoFQSgChouieByoBRBFsUMQhFwg4JJt/qbgOHIkEldX2nft7JM8O8qkvBwZwL3ZZXxe08Q9gRoc4j0hpxnH4b69iDOAOtmHjkNVtJ20EfvENhw/+IjTPo8QOXGQPeK0Jg0O/g1xzTzata8iD3ImYHpIr1Gon+/87n+rfFvRVSTiNn6YfTmlE/KJf8Y3q406yQ4inWYhT1x6Yb9dlcx+eBDfvH6GH97PYGTFGmQaDZ733A1A/olaUndXMHB8AAk32CuOrjfORp+RTsu6L1AlJuI6ezY2vR5jURGGvDzad3yPsbiYoI8/6hFrG+Sh5qv7RvHRoWLe3FNASlkL0wb4UFjfSX59B9oue7ezUibh+wA/1CoZjiN72wHl13Xw5KY0YnycuX1kb5ePi6FwkBEx+ALBMg/3of7NFKaM8iHvWC3WolYcbgjq/n5knirc50ei3WTFmJeJubq62+sVwJBfQO0L/8LSakHi4IDgqEbq6ITE2RGJYzCi1Q8QkAcKOI3UoAhwwZCZgbm+HktdPebqarp+PoTm8cf6nYSm8HdCneSNLlNA5hNC+/bt10SeDblakGCfBr8CrBYbJ7eV4BnoRMSccMSZoXTsr6TjcBXG/BacxwbQqjNjqunEXNOFeK6i7zIjFJcb+u+9bCxtQ/tVPtZ2I4igy2jCfVE0in5ayAXEuqN2VZB/su6q5NnSasBY1k6p3srI+eHd17CTuxL/SDcKT9czdFZon5Wd/fv3c+rUKc6ePcs999yDr6895dBmFYmboOHI2krGjx/fvbwgk6CK90Cfo72idOM8bHo92rVrcRwzpmdVF1Cr1czoKzL5V0AQBCbeHstXr55iz+psbvnjXOT+Q+xxxwNvArkDDg4O3HjjjaxcuZKTJ08ydepU3G6/g8MHumh5Yjc3ezyJm6wOMWg0+x1uQK23MchJiyRpOqIoYrPZcHBwYOTIkehO25s0VYkaOn/aAYDz5EkMCwri6NGjHD58mCVLlmCz2aitraWoqIi8vDxqa2vRaDTcdttt3cERhsQWmjfm0fDeWTyWxl1R+2szWGjZUoglo4kpQcPY157C1sy97Cw4RGxsLPHx8fj7+5Obm0uqLZU6ZR3SGglSQcLPtlTuWnTHZQOVfvrpJ2w2G+PGjaOiooITJ07YnRFcBCzOA4n7RoLcW428j9kMXWYj2i/zkHmocPbJRtmyGeUDHyP4XkKMEhaBkw+krAHveAgZAwFDQHZODlJ5Cn58Bt03D5Em3McgdxMjtIfgtj0QbHfH8PT0JCcnhx9//NEuwfFWs/QvI8k/WUfe8VoObsjn8OZCAgY6IiisdFQJtNR02fsVBUCElF3lDJ4aTMINgcj70HzXVDaQnpFGdm4GnZ2dODs7M2HCBBwdHdm9ezcff/wxt9xyC4HnNO5NTU1s3rwZT09PFi1a1IM4l5xtJGVXOVHDfGgob2fHyjTmPpbUp4YfID4+nvj4eADEF1+gyd2dpvffx1xZieeKe3EcO5bw8HDCw8Px8/Pjq6++YsOGDUwbO4/jW4oJTfDEP7r3NSTzcEDzwCDadpfTeagKU1k7XvcO7NEsei0oLS1l06ZNCILA8uXLCQnpv0wsMTGRQ4cOcfDgQSIiIv4/UX0+0NzOCDcn1P2Ms/9foj/kOQC42OOrCrg0v7h7GVEULYIgtAGe514/ccm6PUoNgiCEAoOB62+uex0hyOU4T5lMx67d2IxGJMreurbZGlducHfm9dJa5nq74TYrDJm7EpfpoX1vUyrgMjXEPtItMjM4eShHjx6lzW0Jrq6uEDUVfAag+3I9VqMZt8lOV76BLEZUbevQ8QgGWxwXU7Og0PuoadhKTdIwQi7RDDq6KrnxkUS+/dtJTspuYNbDs5E4OlJX0sb+9XkExLgxdnHP9COfZ5/FkJVN7Qsv0vTe+5jKy7v9QiVqNb5/+XOfBE8qEXjohkjGR2l4enM636RUEe3jzNQ4H2J8nQnXOLJ2Wy6q8g50w32QKHteovXtBu5acwqVQspndw27cvR4H5B7q3GI98Rwuo4wASosIhWn61l4Q2B3lUU92BtdejWiOJvmDbvw/b97sFltNH+yDV1qK/KIZfQlVrGZzZjLfsZUtAdR14z2vd7LCHI5qsRE3Jcu7f3mFeAyNQRdRiOq4bfTefSjawpyMeRqkQe5kH6kFrmDlIHje/sLg91mq73JwI2PJiJIBASFFNcZoagHa2jZWkT73nIEuQS5nyPqId4o/J3QZzfTvq8cVbwncu8ra9lFq0j7T+V0HKhE5uGA98NJWFqMtG4romHlWZwnBuEyMeiqpFMiEYgd6Ufq7nLyT9YRM8K3z+VsVhslqzJwEEXcRvqRfEmqYNRQb37+sgBtTVcvW7H8/HyOHj1KQkICZWVlfPXVV9y+eDnZh2qIGeFDvbYSURSJje0pg1EleKFLbcBY3IrDRbaEfaH162+warV4PfjAFZe7EixNejqP1aAe7I0i6OrT8Q5OcqbcGce2d9I48k0RE6e8BOvmwpnVdicGwMPDg7i4OFJSUhgzeiwpwijqfdqQWM0ckPyT+Y8mUlRjpO7bLxlriSWhOQDvxDAETU9bs7b0RuT+jsg1ajr2/4Q8OBhFZCSCIDB8+HAOHTrUXeU+7/Th7+/P7NmzGTJkSA9y5RDtjs8jSTSty6Hps0xcZ4XjNMa/1/PQVNOJdmMeFq0elxmhBIwPZLBtEiUlJeTk5JCXl0d6enr38r6+vsycOZPQJjdyj2ZwUJFNgVjNYHoPympqakhPT2fMmDHdqY5Gg5FP/7wTg1slZ20lxCr8afoiB5+Hk3rolPVZTWi/zEcR5ILXNCOSL/5gb+C7lDifR9g4+19fCBoOKw5w+qt3sBS0M0q72e6aFHzhZ1kqlXLjjTeyevVqDhw4wIwZM1C7KBg8NZikKUE0VnRwfF86qRW7EAUrUkGBJsaP8PBwBiXHIRoUnP6hjOPfFZO2r4LB00IITfCktqSV7PRcSuvy0GGXRgT4hjBnzpweUo3AwEA2b97MmjVrmDlzJvHx8WzcuBGJRMLSpUtxuKhvQ1vbxb61OXiHujB5WRz6TjNb30xlx7tpzHk8Cd+wK6dDCoKA5tFHkHl707hyJZX33Y88MBD3JYtxvekmoqOjWbRoEV9//TUbN2zEzzOZKXfFX/a3VJBKcJsVhjLMhebPc+g6U39NxYHzOHHin6SezcHJKZmlS2/Dw+PKz4NLIZPJGDt2LD/88AMlJSVERFxf28DfGk61dnJrRgl3+Hvyr5hfFoT138T/tGFQEAQn4FvgCVEU2y+zzH3AfWDXLv0v4TJjJm3fbqHr6FGcJ03q9b4gCLwWHcANp/J5ubiGlXEhuM258gWvSvBCftCR9r3lJN89hCNHjpCSksKkc9sXo2bQrnBBbinGYf9fwOdLCBnV98bOfoGDYS8S5cPo0ptQxV+odjs5xeDmNoKKyjX4+s5DqezZDOLuKSexdCMpgUs4XufJxCY9P67KxMlNyYwVCUgvGQkKcjkBb79FzTPPInV1wWXWLJSxMTjExCAPDLwqsRsY4MquJ8Z1n7eLEeXTiE7bzL1Z5Xw2zp8IjZ3YdBkt3PP5aVr1ZjbfP4oAt/4nkl0Ml4lBGHKaUUa7EzDMl7QPM9n9cRazHh7UfZwetyZQ/cIeTLXetO0tpGNvIUi8kLg64DzRB3Vy0PkCjV3/KYLUSQ7SMVga7sJSV4e5vgFbVxcybw1yHx9kvr5I3dx+UXqhzMMBp1H+dB6xIZpVGPPzcYiLu+p6XdWdmOu6yLOI5KfbAx0sJitJU3reSyaDhTM/lhIQ40bwJWlbch9HNPcNwtpmQuqs6CGxcIj1oP6tFFq+LkDzYOJl5RsWrQHtV3mYKjpQJ/vgNjcCiVKKItAZZbgrbTuK6fipAkN2Ex5LYvus3F2MYTeGUl/Wzv7Pc1GqZT2ic88j/8MMnFuNNAU6M3RJ76ab8MHeHNpUSOHp+h7kubW1la1bt+Lr68vcuXOpr69nzZo1bFi/CZktmqGzwvhx31ZcXV3x9e1J3B2i3BGUUnSZTVckzzaTiebPPkM1NBn10D5nBa+I897hXafqwCbSlVKP5t6EfhHowFgPhkwLIXV3OcEDBhIRfgMc/rc9QEVpX3/06NHk5OTw5Yc7MRS5kdS+HkMN5Am3k5kh4/SpnahFBckTBtK1v4XOrftxXnHhWWfRGjBVduA6MxRrezu64ydwv+227nt95MiRnD59mrKyMiIjI4mMjCQiIqJbl9oXZF4qvB9ORLupgLbvS9ClNSA537x17rIzlrcjUZ+TXZwjXTKJjOjoaKKjo7FYLJSWllJTU0N0dDR+fhdmtjzHh1K8uZ19+/YRFxfXg+CJosiePXtQq9WMG3eB1DaV66DdhSHjh/HzmV20T1Xj8mMH2k35eC4fgCAR0Oc00/xlHopAJ7yWxyFZPw2c/ey65V8Is9XGqWorkWEheMf8ARIX91omKCiIoUOHcvLkyR7yH0EQ0IlasuoO4alxZ/To0ZSXl1NaWsqx1AMcSz2ASqXC3d0dlxFOdNaJ/PRjBbZdJgzqOmxSI3KpA9H+SdDoSVu2BcdJ3j0GO/7+/tx33318++23fP/99xw8eBC9Xs/y5ct7aPdNegs7V2UiU0iYef9ApHIJTu5K5j81mO/+ncqOd9KY+8RgfEL7ngm4GO6Lb8FtwXw69u2jZeOXNLzxbxrfXYnbLbcQ89xzBDsMplyXijWoCKli5FW3p4rzRBHsjD698ZrJc2XlMTq7PiImBjw91Tg7/7Imw8GDB3P48GF+/vlnwsP/N03aQLeG3Mvr16ezXg6b6+w2n1/UNLPIx50Rbr8gGfO/iP78ilcDF185gede63MZQRBkgCv2xsHLrisIghw7cd4giuJlfcFEUfxYFMWhoigO1Wiun4D/l8Bx5Aikrq6079x12WUi1A48FOzN13UtnGjtvOo2BYmA64xQe7PWlioiQyNITU3t9njUpTZg7RBxmT8MwdET1s2zpxKe06pbbCJP51XwcVkNHPo3QvAwVIl+GHKaewU2REf9Cau1i7T0e7BYeiY4adetw6X4GKPHqqjKa+XLl09iMVmZ/VAiDk59NwXKvb0JWfc5gStXonn0EVymTkURHNxvcigIQq+HgblJj5inRTHMh04B7vj0JDWteqw2kce+PEtOTTvvLR3cnST4S6AIcsb7scF43RFPSIIXNyyNoSJHeyFIApAoZTiPVSPInej4qQ5ruxa5by0Bf5uG6/Ro5F4qe1qdlwq5Ro3cW41ELUeiVKIICkI9bBiuN87GffEtOE+ciEN8PDIPD0xmM4WFhRQXF1NWVkZVVRV1dXW0trZedb+dJwYhUctQj32atj1nL7ucKIp0aA2c2FrMkTftNmNikDM3/V8yEUM0HP2miJyjNT3WSdtbgb7DzKj5kb2+E5vNRmVlJRkl2ZitPe0Upc4K3OZGYKrsoPNI39ZvhqJW6t9NxVyvw+PWGDxuju5h/SV1lOOxJBbPZfFYO+061Kv5OMvkUmY9mIBnoBO7Ps6ipqi1x/vZ63Nxruqg1U3JoIcS+/zRUbsoCIx1p/BMfff3brVa+eabb7Bardx8883I5XICAwOZcsN0WrrqUEY3oHKVUlxcTExMTK/tCjIJqjgPDDnNPezWLkXb1q1Y6urwur/vqrNottJ1tgFdZiPGsja7naDZis1goW13GXX/PE3XqToch/vi/UgSEkc5jZ9lYaq5+jMHYPicMLxDnDnwRR6dw14AXTMcf7/7fV9vPxxlHlS35jNO8yWjxhQT7qfHsyWXrB2pVOrrSY5IxH3aQBxcy2gvDsPScOE70GU0AqBK0NC8Zg2i2YzrvLkXzr1azVNPPcUzzzzDwoULGTRo0BWJ83lIlDI8b4/DZUYoglyCaBPtf1b7nzpBg89jg7uJ86WQyWRERUUxYcKEHsQZQOasZMaMGXR1dXHoEg/h/Px8ysrKuOGGG3qQ6pL0RqQyCSNuSMLBwYHcuiLc5kZgyG+hfW85+jwtzRtykXvL8RpdgWTvk/ZGy6mv/LLY7HPIzMykq6uL0eMmwMgH7EmxfWDy5Mmo1Wq+//777uCNsrIyNmzYgKurK8uXL2fIkCEsWLCAJ598kkcffZTZs2czYMAAVCoVLR1NNJqL6XQtROdcTmCwH7fccgvP/elZlt47n4WPjcRVo+bHDzNorOj5m6JWq7ntttsYP348Op2OuXPn9iiAiTaRfWtzaGvUM33FQJzcL5xXJ3cH5j81BAcnOdvfSaOhvM/aWg+c2VnGj5/k0h4+kuAv1hG2fRsus2bRsn49P7++E12pE8MTJlBRVcbXX3+NxXJ1n3fVIA3m2q4r5gNcClEUycz6MxaLkoCAh9Bqf+LkqVm0tFx74ND56nNFRQVlZWXXvP6vhdls5qeffuKDDz5g3bp119V72mw209raSk1NDdkFhXxX18xomYi/Qsaz+VWYfuNBMf2pPJ8GogRBCMNOfJcAl845bweWA8eBRcB+URRFQRC2AxsFQXgTe8NgFHDqnB56NZAriuKb1+dQ/vMQ5HKcpk6hY+euy0o3AB4L8eabOi1/LKhi79AYZJepxok2G12HD9P82RrMdTKQLCNC5kKRpJjc3FwGxMXTvr8CeaATDkPjYMBe2LwMtj8K2Vthzju82CCwoVaLOxbu7GxAsWAVajR0narDkNPco0HM2XkACQPfJz3jXjIyHiAp6TMkEiWW5maaV32E08SJxN0xFqNbCak7y5n54EA8/H99lLFNFFmWWYpSIvDHcD8i1X03/IiiSNvOUpBKCJwWxucjfbn14xPcsfokQ0M8+CmvgVfmDWBS7K+3UFL4X/jhih/rT4fWwJkfy1CqZIxeGGkf1Nw4Du26hxBtFvxeegx1YuIv/ryWlhZOnTpFamoqRqOxz2XuvPPOHvZdl0LqKMf7kSHUvPwDppoAOg5Xox7lS01RG43lHbTUddFSp6OlTodJbwEBJvmqEBRSpj5ub1KZetcAzIYMDq7PQ+EgIzLZG127ibR9lUQM0eATZq/wiKJITU0NWVlZZGdn095u//E6fPgw8+bN67GfqkQNDhlNtO0pwyHWo4d8oyulnpZvC5FpVHgtH3DFZi9VvCeiyYr2q3wM+dqrOlYoHGTMeTSRLW+k8sP7GSx4eghegU5k7yjBMbMRnYOMuKeSkVxBPxc11Jv96/JoKO/AJ9SFn376iaqqKhYtWoSn54XPN1e5otL5UUUeP/zwAxaLhZiYvpsCVQle6NIaMZa24hDZm9SIFgvNn3yKw4ABOI7tLW2ymaw0r83GWNJHZLBEAJuIapAXrtNCuxPvNPcm0PhRBk2rM9GsGHTVyr1UJmHq3QPY9LfTbFptwEv+Hu7f5+BuzMctWEPKrnKkTb7Y3HKQkIbkxncJWhpL17JHOKkejVyUMXqhvffDbU4o9et1tH55Es/HpiEIAvr0RhTBzmDrRLv2c1xmzeo1U3I5r+arQZAIuNwQ9Ium0q+GgIAAkpKSOHHiBMnJyXh6emK1Wtm7dy9eXl4kJ1+IhhZFkZK0RoLiPVA7OTBw4EDS0tKYPXs2jlW+dByoBMGKXFKBRvsckq1dIJFBwi12XfMvhCiKHD9+HB8fH8Iu6inpCyqVihkzZvDtt99y+vRpfHx8ehBnZ+cLMxWCIODp6dnjugf7gLKjowNBEOxywovg4Chn7mOJfPuvFHasTGPhM8m4+Vy4/yUSCZMmTWL8+PHIZD3pRsquMkrTmxh7cxQBffRjOHs4MO/JwWz991l+/CCDW/40vLth+VKUpjdyclsJUpmEssxmfMJcGDI9hNBXX6WiUUFupZr4ZFcmLkrGK9iRH3/8kQ0bNrB48eIeg6FLoR7kRdsPJegzGpFP6Z9eOT1jA0plKXLZ7cTGPI2/3zSyc54k9ezthITcT3jY40gk/ddQDx48mEOHDvHzzz9f9fsGaDFb+LCigfuCvPFSXDjnVVVVODk54ebm1q/PraioYPv27TQ1NREUFERlZSVFRUWXfe5dC6qqqli3bh0mk73PqUgTQFf8MDxSjuHr6MiWyCQ+qGjgidC+JXm/BVyVPJ/TMD8C7MZuVfeZKIrZgiC8DJwRRXE7diL8xbmGQC12gs255TZjbwS0AA+LomgVBGEscAeQKQhC2rmPel4UxR+v8/Fdd7jMmEnbN9/SdeRIt6H+pXCUSnk1KoC7ssr4rLqRFYEazKKIzmpDZ7UhWMyodu+mec1nmIqKkfn4IMhkGDPfI+zG53GqzuX4jp8JrnfB2mLEbd65aqDaA5Zth9Ofwr6XWL3lVdaEPUhSSwNp7t7ssC5kptYRh4EqpC4KOk/Uohro1UND6uk5jri418nJeZrsnGcZOOBtGleuxGY04v3sswCMmBPO4KnB1y0AY19zO/ua25EJsKupjWX+Xjwd6tvjxgbOTds34zozDKmzgoHOClbfOYw7Vp+kuLGSFePCuGNU6HXZp0sxfE4Yxi4zafsq6WozMXlZHFK5lJDP/41EoUDow1njahBFkcrKSo4fP05eXh6CIBAfH8/gwYORyWRYLBasVisWi4UffviBo0ePXpE8g12+Ifcto7OwhbYfJOR8X0Jqmxkb9kqqu5+a6OE+uPs6Ehjhgu6jDByTLww2pHIJM+5PYMe7aez9LBuFg5SyzGYsZhsj59mn3QsLC/nxxx9paWlBIpEQGRnZXcH68ccfWbt2LSNGjGDy5MkoFAoEQcB9QSR1b6bQ8k0BmgcSQYD2fRV0/FSBMtINz9vjkPTjelIleCHdWUrn4ep+2b2pnBXMfTyJLf9KYce7aQwa44fTkWpEhYTQJwaDFMrLy5FIJDg4OKBUKnFwcEAulyMIAmGJGiTSfArP1NNqrOXYsWMMGzaMgQMvNPB1aA1kH61h6IixlJlOkJ6ejlKpvOx35RDtjqCQoM9s6pM8t+/cibmyEu+V7/au8hstNK3JxlTejvtNUcgDnLB1mLCe+7PpragHeaG4xG5M5uGAZkUCDR9l0PhpJpr7ByHXXFmD7uajZvZDg8g7XktLFeRVu2P+rhqoRhBg5i0D2PvzcY45TGFA8EhkgoDDogepLNmHhy6YgoMVJN4Yi2zAWFzcnqGtdj76zCbkvo6Ya7twnRNO04erEM1mNI8/dtXv8reC86mLu3fvZunSpZw5c4bm5maWLl3aQ5rQVNlJp9bI8BvthGbQoEGcOXOGvLw8Esc5Y07JRpQ4okk6iyT4r/amP+8BIL92n/aLUVRURGNjIwsWLOjXNP7AgQM5e/YsP/30E6Io9kmcrwSpVHpFwuXk7sDcx5LY8kYq299N46Znk3t5XV9MnEVR5OyeCk7uKCV6uA+DJl3e+tLFU8WshxL49vUUdn2cybwnB/eSELY36/np81y8gpyY/9QQCk/Xk7q7nJ2rMvHwd6TD8QZctGWEHD6EeM9qhg8fjkKhYNu2bXz++efcdtttvVxBuo/dRYki1BVdeiPOk4Over7NZgPV1e8gEdwYN/YP9mNwSWD4sO0UFL5KefkqDIZqBg54+4rbuRhyuZyxY8eya9euXv7oFosFvV7f/V12WKzcml5CWocOZ5mUR0Psz/7KykpWr14N2HX+cXFxxMXFodFoeh2TwWDobpZ2dXXl9ttvJzQ0lLfeeovU1NRfTZ5FUWT37t0oFAqmT5+OWq3mT+02fMw2Xlg4hx3bthHRWM2/EbnRy5VIp18mz/xPo1/s6Byp/fGS1/580b8NQJ9ZnqIovga8dslrR+hWqf2/BccRw5G6udGyYSMyT08UkZFI+7jxZni5MsnDmb8U1fDX4houncF979O1DFHK8f/n67jMnEnHwYNUP/oYnn5VDHYaxOHCU5Tvy8E70AeHi+10JBIYcR8/+U7kxeIOJpYc57m3PmTR6x+wVT2I+NvvQHBwQD36FqztY2lak2VPyLqIuPj5zsdkbKCo+HVydXLYvBOPpbehDL8wqr2UONtsRnS6MtTqCCSSayPV71c0EKCU831yFO+UN7Cupomv67Q8HuLDvYEaVFIJuoxG2vdVoB7ijdNFDW3DwzxYc9cwUspaeHjif86uRxAExi2JxtFdyYmtJejajMx8IAHlZR6q/cHhw4fZv38/Dg4OjB49muHDh/eq3JxHY2MjBw4coL6+Hh+fvivrRr2FzINV5GqH0C4XiTVaiVFK8YtwRrM8HpV3z2qjPqsJnVXEIe4SDbNSyuyHB7H1rbPsXJWJzSYSP8YPNx81paWlfPXVV3h6ejJv3jxiY2N7hAw8+OCD7Nu3j5MnT1JQUNBdhZY6K3CfG4F2Uz4dP1dhadChO9uAOtkH9wWRV20CPA9BKsFpTABtP5Ziqu5EEXD18+/s4cCcx5LY+kYqkkNVqOQSNPckYFGKfLl+PaWlpb0/55ytmiAI2DQiP2UC2TZ8fX2ZNm1aj2VTd5WDCMNmhTNcEcwnn3xCRETEZX1sBbkUh1gP9NnN9oHvRTNPos1G00cfoYyK7DX4thnOEefKdjyWxKJOvDaZmsxLhWZFAo0fZ9D4SSaa+wb1SLXsC4Ex7gSee76I3z2ELv0nWubswMHHD6/Tz9Ip5PGD4QYqKirwk3pwqigbqUyCe42O49vLCRmkwS3YE6eJsei2FtK6FdRDAkAAmaeJls2bcVt0E4prcBn4X8PZ2Znx48ezb98+srKyOHjwIGFhYd3OH+dRktaIINDtjx8UFISbmxsZGRkkZWxB45gCj5xAcO3tZ/1rcOzYMZydnRkwYEC/lhcEgRtvvJEPPvgANze3ayLO/YW7ryNzHk1k65tn2f5uGlPuikfTh/7earFxcGM+ecdqiUz2ZuLtsVclpF6Bzky8I5a9n+Vw7Nsixt1yoX/BarWx59NsbDaR6SsGolTJGDg+gPgxfhSeaSB1dzlylZyJ013oeO0ELRu/xOP220hKSsLR0ZHNmzezevVq7rjjjss29KkTvWjdWoy5TndVR6Cjx97AwUGLxusFFIoLg1epVE1c7N+QSJRUV3+JJaYDmaz/30FycjKHDx9m7969hIWF0dTURGNjI1qtFlEUWbJkCcFR0dyRUUJWpw4PuZSjLZ08GuKDzWZj586dODs7M2LECPLy8jhw4AAHDhzAw8MDJycn9Ho9BoMBvV7fLWcZPnw4kydPRnluhj0pKYljx47R3t6Oi8vVNeiXQ0FBAZWVlcyePZvk5GQajGZOHMvm4WBvQoPtWnnnnbv5s8XC8kNn+GF0Qr+r5f9N9Csk5beC/6XP88VoeOttmj/6qPv/Zf5+KKOiUISEIHV1RersjMTZBa2zM+usckzl5UiKilB2duAg2li1YCnTlBI+GJ/c/eAQbTZK581HFG34fPklb771FgmukcxacCPK4J4Xam6nnjmphQRbTLzxxL34BnXyxgPPs80lmWOmBsSTp+g6fBibzQ/V0LuQ+zvjdecApM4XqqeiKJKf9SLVjV/ickBN5AOrUHtFolB4Ybf2Bp2ujGbtYbTNh9C2HMdm06NQeOPntxB/v0Wo1VefQjrV2sncs0W8GhXAvYF2MlDYZeDVkhp2N7Uzwd2ZdR4aGj/ORBHghGZFQr+J1n8K+Sfr2L8uF1dvNXMeTcS5H76yl6KlpYX33nuPqKgoFi5ciOIqlWudTsdbb71FfHw8Cxb0jMU1m6xkHqgidXc5Rp0FvwgXXPd+StTYULwW3EPL5gIkKhmey+J7VCS1Xxegz27G/8URCH1IF3TtJra8kUJXq5HbXxlFS0cj69atw9XVlbvuuqs7BKIvlJWVsW3bNlpaWrq9ZEVRpHldjt0aD7tDiPOkoGtucrEZLNT+7ZTdL3lJ7NVXOIfazflYUxtwmR+BPkzKV199RXt7O9OmTcPDwwODwYDRaOz+r81mQxRFWmq7KMtqImaYHxOnj+sxwOnQGlj/4nHiRvtxw232fTGZTEil0suSZ7BrfrUb89Dcl4Ay3A2byYohX0vbjtMYS+pQJwXhOns4imBnBKkEm95C42dZmKs78bg1tk9ry/7CXNdF48cZiCJ4Lom5qutHN1orYGUyJC6xByx9MhHTyCd4K11NcFAww+uD2dC2j+QhySRLHdn6nQ43aTs3v7MQKUZM/5pFQ9drgARluCumovV07NlLxJrXkWe+b4+EDh37i4/rvwmLxcIHH3xAS0sLoijywAMP9GoO/fLlk6ic5Mx/akj3a/v37+fwoUM8yce4zPorDF9xXfertraWjz76iClTpjB27LWdy+bmZhwdHa8oU/i1qMrTsuuTLIw6C7EjfBkxL7xby2zoNLPzo0xqClsZOiuU4TeGXZM//JHNhaTvr2TKXfHdDjvHvi3i7N4Kpt07gKihvYsOoihis4pIpAKVK+5Dl5JC+NbvugdzlZWV3S4gt912GzKZjNraWmpra6mpqaGxsREBAYnOhkKtROmmRqFQkJiYSFJSUo+0S622jpOnpiAIGqZP29/nc6+1LYWUlFsYEP8Wvr5ze71/JZw4cYJdu3YhkUjw8PDAy8sLjUZDfn4+7Xo9ZyfO4VCbjg/jQzjd1sXG2mbyxyWQnZ7Otm3bWLBgAYnnpIft7e3k5+dTUFCA2WxGpVLh4ODQ/d/w8PBui8HzaG5uZuXKld0ynF8Cm83Ghx9+iNVq5eGHH0YqlfJhRQN/La7h8PBYohwvXJuvnUxjpQ6mFaTzh9gEBkwYcoUt/2fwq0JSfkv4rZBnURQxV1VhLCzCWFjY/WeqrETU9W4skLq74zRxIs5TJuM4ahTPVdgrr2mjB+Aqv1DFbfvhB2qefoaAt99mb1cnBQUFPP300z2IV6PJzMyUAkxmC++//CyBLs6ErFnFUZPAzVlVfDIglDnebtgMBiruvAtzk4BqxIPI3BzwuiehW3Nq0+spu3M5dcPS0Q+5uHFCglKhQRCkGIz2pjKVKhhPjwk4OcfR1LiPpuaDgA0312H4+S3C3X0EDg4BCEJvgrYso4Qz7V2cHhWP4yVk44PyOl4uqeOdXDPj20W8H0n6xX6a1xtVeVp7F7hSypxHk/AKvLYK9KZNmygqKuLRRx/t9yh9586dnD59mscffxxXV1esZhvZR2pI2VmGrt1E8ABPRs4LRxPsTMV992GuqCRi105MNZ00r8vB2mnG46Yo1IO97amCr520SyZuvTwBNXSZMXSaMdLB2rVrUSqV3H333f3aZ5PJxJo1a2hpaeHBBx+073O7ieYv83Aa7ot6cG+7r/6idUcxncdr8f3DMGSuV487NhS10rQ6E8ehvtTFW9iyZQtKpZLFixcTFHRlbazJYGHNs0eIG+3H+FsvTElarTYOrs+j4FQ9t78y6poGUTajldpXT6AIcUGQSzAUaMEKoqkT0CE4eIMNBKUUZYQb1hYD5gYdnrfFoYrvXzrhlWBp1tO8PhdzXRcuU0JwnhjUP6Ky8w9w6hPQxEJnPTx2lv3HznDo0CFCrF5UyJp57LHHcHd35/Tb2ziV58xAw1HGvPUIsqOv0HpCRqdlDo6jnKl7bime0wfi7b4PRCuoPeH+Q+D630uozD1Ww4mtJVjMNmznGgttNhEBcPZ0wNVbjZu3CldvNZ4BjvhHuXWTnvz8fL788kuSkpKYP39+j+221uvY8JcTjL05isTJF66vpqpi3vv0C6a5lDD6iTUg+WUuC5fDli1byMvL48knn+wzdvq3AKPOTMrOcjIOVIEASZODCEvSsGd1Np0tBibdEXdZe8krwWq1sf3tNBrK2ln4f8l0tdoDvgaMD+CGpVeXEpjr6iiZMxdldDQh6z5HOPd71NjYyPr162lru9BjIJPJ8PX1xcfHB0EQ6MxpxGQ0IYtwprW1lYaGBvz8/Jg5c2Z3E+T33z+ASr2X6KjVBAXd0Oc+iKKNI0dH4+Y2jISBK6/p+EVRpLW1FWdn524ZjLGklbwtqTwYbKBE48+bMUEs9fdkZ2Mrd2WVsXlAMCc/X427uzv33HPPr3brWLt2La2trTz22GM9Bg79RVpaGlu3bmXRokXd0rhJp/JQSiR852Sj5g/P4f3UkzhNmIBNFJnxcyaFRgMf6wxMXfDLCPuvwa8NSfkdl0AQBBRBQSiCgnoFpogWC7bOTqwdHdg6OhBFEYfY2O4bFeA2f0/W1TSzpaGVuwIuVJhcZsyg6b33aVq1iqHvvE1mZianTp3qrjBkd+p5PLeCJpOFD9Z9gE9HOwFr1yBx1TBaFNEo6tja0MIcbzckDg4EfvgBZUuWYDj9HqpRj9HwYRpedycg1yipfvoZjBlZDLj3XYRhARgNdRhNDRiNdRiNDVitXQS7rcDTYzxqdWj3Pgb4L8ZorKe2biu1tV+Tm2fXdUmljjg5xeDkGIOTUxw+PnMoNsnZ09zOM6G+vYhzdXU1um+/xjN2BO8EK5mbHP2bIc5gt/Na+GwyO95NY+eqDBa/MLzfGvDiYnvD56RJk65pemvkyJGcOnWKPd8fxEcaR2l6I50tRvyj3Jh+30D8LwqGcBo7lvq//R1TVTWKwAC8H0mieUMu2k35mGq7UMV7YOsyo4q7ctXRwVGOztjBF599gVQqZdmyZf3eZ4VCwaJFi1i1ahVbtmxh+fLlSF0UeN8/qN/HfDk4jQmg81gNncdqcJt55RkOa5cZ7aZ8pJ4OpLlV8fOmn/H392fJkiX9OhaFg4yQBC+KUhsYOT+CyjwtpWlNlGU2YdRZSJgYeM2zDxLlOelGZhOgx1RyHFtXCZ53zcNt4QJEow1DUSvGwhYMBS3Y9BY874hHFXttXrCXg8xThebBRFq/s/tzmyo78Fgcg0R1lWt43DOQ+gU0ZMONb4GDCwnqcI6KRyiXNjEoYVC31djQx+dS8eI+cuuT8Vi6guiX7sNFejvS6MG0bt+HRCHgqd4DA2+2O0J8Ps/e8HzXzguBH/9BlKY3cuCLPHzCXPAJdUWQgEQqIEgERJtIW6OBtkYdNUWtWM4F/lxMhqOjo1m2bFmvChzYJRsAYUk9Zwi8zrxJAFbS5YMZfZ2Js1arJSsri2HDhv1miTOAUi1n9E2RDLwhgJPbSkjZVU7KrnJUznLmPznkismBV4JUKmH6ioFs/ttpdq7KxGSw4BnoxNib+yfnk/v64vP889T+8Y9ov/gCzzvvBECj0XDPPfdw9uxZXF1d8ff3x9PTs8fMUpdPHS3fFuI9Pgl5gBNZWVns3buXzz77jIEDBxLu7YZCeQAYclnibO0yo92Yi5MmmWbLQaxWA1Jp/58rgiD0sPmzNOtpXJ/Lu5HOlGg8GF2UQYJgAX9PRrk5IQBfZuTi09XF0qVLr4vN3ZAhQ9iyZQulpaXX7DttNps5cOAAfn5+3QE3WR06croMvOzhQMU992JtbqbmTy8QvmM7UicXXkw3cmuCnCMDA5j6q/f++uJ38nydIchkSN3ckF5BozPIScVAJxUba5p7kGdBKsXz/vuofe6PBBQVERsby08//YSDl4avBTVf1DTjJpfyj+M/EXb8CP6ffIwi0K4PlgoCczVurK9tpsNixVkmRebuTvDHH1O25FYMZz9ANfwRGlaeRaAW3dkyvP/0J1ynTrd/uPPAvna1TyiVPoQE34d74XQaTx7G4FKG0a0as3s1dQ47sEq+pKpkI+sc/o1KInCnt/2GtxktmGq7OHPqDAdyjyIRBZJLMtgzYATfikZu57fl6+gZ4MS0ewfy3ZupHPu2qHva/kqwWq3s2rULd3d3Ro26jB/3JTDpLWQdqqY8qxmlXkNOfgZNbY4ERWuYdEccgXHuvR58jucCaLqOHEGxZDFSJwWaexNo3VFijwc/XdevVMG2trZuC6K77rrrmo38PT09mT17Nlu3buXw4cNMmDDhmta/HGQeDqgGetF1shaXScE9rO0uhiiKtHxTgFVn4mxUM6mH0xg0aBBz5sy5JjeHqKHeFKc2sPqZw9isot07epAX4UkaQhOuvRJs7ejA1nYU3YntWJtK8Vi2DK+H3u/ujxBUEtQJXqgTvOw2eTauKaK8P5AopLjfEo0iyJnW70uof+8sXnfEX9mJw0kD016B4v0weBnGsjaMO6qIdgkiV1/OmIuCjwRBYOoTY/nypeNke0xF/sgLBM4cgDT9z3QelaEZYkS6+KMLHsQLPoRNt9ur23Pevq7HeinqStrY82k2mmBn5j4+uM+EvPMQRRFdu4n9n+dycnsJEUO8cXJXIggC4eHhvVewGClNa0QT7IyL50UktvQQpK1nUPiT7Cxpu2L/wrWitbWVdevWoVAo+v1c+V+goyOb0rIPCAxYiofnGKbePYDEyUHkn6gjcXIQLlfR4F8NahcFM+4fyHf/TkUqlTBjxUBk8st/tzabEZO5BQelvdLtOn8eHbt30/jW26iHDUN1Tjfu4uJyxWeXaoAnLVuL0GU04hboTEJCAjExMRw9epSjR45gMBzF19dKos8f+1zf3KSneU0WB2UWMlTT8XBpwKfuCHEBU7qXsYoiGR16jrR0cLilA7Mo8q+YoG53qpaWU9TWfk1k5B+R2VyoWZfDn2Lk7PWW8ZTKCVVNEz9W7cG9Uobv3DjiVXJO1un5c1ISAQF9B2P1F6LVCoJAXFwcKpWK1NTUaybPZ86coa2tjblz53ZXrb+ua0EODPnjMyCKBLz1JtXP/h/1f/87ztMeJqzWwOopEYwNvz730fXE77KN/xE+q2rk+cJq9gyNZpDzBW2paLFQPHMWUldXfNZ/wWNbd7LPIwCTXMFdAV7cc2Qvxn/+E82TT+J1/309tnmmrYsbUwt5Ny6YW3wvkCB9Whrly+9EOWAIDnGzsbQ6I8hVyAOccBrtjzpRc006Y9Em0rqjmK7jtaiTNChCXTHXd2Gu02Gu76Td8RQZSV/xlPA+iyosPJtnQlBIMJvMHJHnUSStIwh3kuLLyTfX8Kbrg5jcPTk+Ig7HfiYGNjQ0kJ6ezogRI35V80J/cPTbItL2VjDn0USCB3iSnp5Oe3s7o0aN6mW/dF6XtmTJkl7pc32htqiVfWtzaG8y4BXkhFsoHC/8kcmTJjNu/GUSxrD/4BdNmoxq4AACV/ac/us8WUvrtmKU4a5o7k3oc32j0cjx48c5duwYAMuXL//FD1hRFNmyZQtZWVncdddd1y3MyFjRTuMH6bjOCcd5TN/71nmshtbtxeQOaOVocQqjR49m6tSp11xlsZit7F2dg6OrgvDBGvyi3Hp19fdrOy0taNeto2X9BmwdHThNmID3H/7Qoxn3fwFjeTvN63NBtMujZG5Xr3hZmvQ0fJCGRC3H5Z4YGtu1fcYLZx6s4tBXBSS07EGTuQO5gwlRUBCx4xsk/pcE+ex7CY68BfPeh8G3X6ej64mWui62/CsVpVrGwmeTL2tvdinaGnV8+fIpQhM8mXFfH/eNzQZnVtO1603W1rzPiKhshs6JgfAJdt/9D0eDaKNr+U/8+933GTVqFFOn/vp6WWtrK2vXrsVgMLBs2bLusJPfGszmVk6dnovBYPd79/AYR2TEszg796+x8VpQU9iCVCbtttbsCzabibNpy2lvz2DY0C04OdmlHZbmZkpvWgSCQNg3XyPz7N/guGltNubaLnz/MKxbAmUsayNj999pj/oaZd1EQjOX4zI5GOdJwT2WaV6XQ7MCFoxU03kR5/JRyBjkrEYmCBxr7aTNYp8BiXN0oN5kxiKKrIoPJUE8TVbWI9hsJpyc4nDPe5EnHKWkesh4McKfh4I01FXX8Mnq1YRZvZloG8hT0W0cCfBjX7oeT7kaQS5BPUiD4wi/axqoizYblSvuw1Rejv8/X+fn+npOnz7N008/3S9vdrA7eLzzzjv4+fmxbNkyAMw2kcFHM4nPzuCV1e8S8vlaHOLjaXx3Jc1rvsRp5j9QDdDgedvVw8D+U/hdtvEbxE0+7rxcXMP6mmb+GXOBPAsyGZ73raDotb/zwPFs0n3CCOpoYXLuKW777BTG06dxnjoFz/t6N6Iku6gJdJDzXX1LD/KsSkrC/41/Uf3Y4xhSj+M8Zz6ucx+h60QtLV8X0PJtIYJcYr+hJAKCVECikqFO9sXxXER2fX09e/fuRbSJSBrNSFusOIW64xYoEBrohP/wcCQSCaIo4ts5lI+y40EncmP4NpxDHqC5qYkfS8/QpGth/MgkXDWbaG07hQ+wtAv+aXqODysbeSbs6lq4rq4uNmzYQFtbG6dPn2b8+PGMHDmyF5G9XhgxN4zyrGb2r8tlztMDeS6jCInVzKyMj5g/f3436ezq6uLAgQNERERc1c7HarVx5ocyUnaW4ezpwMJnk7unM+vX5XHy1ElGje5Nzs9DEAScxo6hfecuRLMZ4aIqq9MIP5QRbhfS13p8rpXU1FQOHjxIV1cXcXFxTJkypZe367VAEARmz55NZWUl3377LQ888MB1mVZWBrugCHGh82gNTqP8e2l2TTWdtP5YQnGAnTgPGjSIKVOmXJU4Z3fq+ayqkWfD/PBV2s+bTC5l5gN9DzT6A0tjI82frqZl82ZEgwHnqVPxvP++7srW/xrKEBc09w6k4YN0mtfmoHlwEBLl5e8Xm85M09psALzuHIDMXUWIe9/uAAPHB1CU0kB+1Ux8XfWYD+3B9y9/6k2cASa+ANWp8P1T4DMQ/JN+/cGZuiD3e0jfSFdTOzuqnkFAzZxH+0+cAVw1aobODOXk9hLKs5oJGXjRPdFaCdsfgZKDlKofBSCsYz1szAOlC3hGgLYY7tiKo5snkZGRZGRkMHny5KtqQ6uqNtDQ8CNxca+jUvWUiLS1tbF27Vr0ev1vmjiLoo3snGcwGhsYMuQrOtozKS17n1On5+LrM4/w8CdRqa6fL7d/1JVn1AAKCl+htfUUUqkTmVmPMmzod8hkjsg8PQl87z3Kb7uN6sefIHjNZyCTYTBUIZWqkcs9+nyGqBI1GPK0mCo7UIa4YKrtJG//a7RHfYuX+zQGjPo37dJK2vdVYChuxWNJLKayNrSbC5C5O/D5VE8MLW3sHhpN5pl/kW7ppNVwB3kyI2ZRZLbGlXHuzox1d0KjkFOhN3JnZim3ZxRzKz+w2DGW4OC7OJz9Dx7111Ir9eOD+BAW+tjPhV9gABNumMCBAwdw8nHFqaUFW1AARYGueOsErB0mWrcX03miFrcbw686K3ke2jVr6Tp6FKm7O+W330HYihWctNlIT09n9OjR/drG0Z9/Rq/XM2XKhUr7/up6miw2ph3ZT9BHq3A4J+XweuB+dDkKRLMFp3H/22C8K+H3yvP/EI/klLO7qY20MQN6aIJtRiO3fvoVR2IT+LebnOjVH/KDhwduXToWDxuK5uabe5Cli/FqcQ0fVjaQMXognpf4KLdu+Q792VR8X3wRQaFAFEWMRa0Yi1oRLTZ7qtu5pC5Lkx5TeTuCgxTdQCXfFe8DBJysSgwGA2aliNFq6k6tcnZ2JjY2lri4OJz9Axh+Mo8RklJWmJ+msWEkeXlRqFQq5sxJoqX1NUymJuJi/44gKMjIeIZ3JY+SJR3OyVEJeCsvP91utVrZsGED5eXlLFy4kIyMDPLz8/H09GTGjBm97KSuFxrK2/nm9RSKh3SyISIIFSIPnD2AoaODMWPGMGHCBHbu3ElaWhoPPvggV0rDbK3XsfezbBrKO4gd7ce4W6J66KmLiopYv3498+bNY/Bge7hJS0sLGRkZ5OXlMW7cOOLj42nftZvqJ54gZMN61BeFN/QFq9VKTk4OBw8epLm5meDgYKZOnXrVZrprQVVVFZ999hmxsbHcfPPNv0hjJ4pij/X0WU00r8/F47Y4u8TBJoLVhs1opfHjDEq7athjO0t4eHgvH95LYbaJvFtez1vldVhEWO7vyesxv/74zQ0NlC1ZgqW+Adcbb8TzvhUor3FK878FQ0ELTWuzcIj2wHNZfJ9NhKLFRuPqLEwV7WhWJKAMvbpGtbVBx6ZXThEY684NI62ohwy+/Pff1QQfjbc30933s92//lphs0HFMUj7EnK2gqkTk3MU39U8S6vOmQUeL+DtK8DAmyDhZvDq33PBarax6bVTWC02bv3zCGRyCaRthF3Pgc0K019l+9HBtDcbuO3FwQilhyB3O+TvhNjZMPddALKysvjmm29YtmxZ39KPc6ir20Z2zlMAKBReJA76BBcXe8/AeeKs0+lYtmzZr556/0+irOxDikveIDr6JYIC7dZ8ZnM75RUfU1m5BlG04uk5Hh/vG9FopiCVXtmD/Neiqnoj+fkvEhxs79s5m7YMX9/5DIh/o3uZth07qHn2/3BbuoS2xRaqqzcCIAgKlEoNSoU3Sgc/fLxn4+U1BUxQ8+pJnIb74jjWn6wf/4DW/wd8POYRP+if3RauXSn1tG4rAkFANFpRhLrQdFM4U7KKuSvAi9eiA2lo3E1m5kMEnvk/fGKn4DrHHr1tbTdiqujAWNmBrcNEtWYvz4tSTgujuMnbmTt0SlZoq+mQW3nB8TvuTH4JmexC9ddqtfLpp59SW1uLk5cXbw8cywNB3rwQ4Y8oihhytLT+WIK12YBDrAeus8Ou6AdvyM+nbNHNON0wAb+//536V16lbds29s+di9XPl0efeKLHfS6KIm1tbeh0OvR6PbquLuq3beO40Yh/XR03VFYh8/dD7ufPM6EDSPEL5LirBI/xF5xjjGVtNK7KwFjwA6o4Kf6vvdbXrv1X8Lvbxm8UJ1o7mX+2iLdjg1jid6HK8UllIy8WVfPAt+tZvO8HpK6utN1xOz80NREfH8+iRYsuW83I6tAx5UwBr0cHsjygZzNLfn4+5eXlTJo06apVWpsoUlrawqGTBXzfVYrW0QVXpTdP5pgYOi0Cx+G+dq2gTkdRURG5ubkUFRVhsVhICx/AiaAobjm9j1HB+/D2LkQmu4eQ4BhKy/6CXO7KoIQPu38kyspS2JX+Eq84/5mZ6jJWDZ3V44FwMfbu3cvRo0eZO3cuQ4bYrWsKCwvZuXMnWq2WqKgoBgwYQEhICG5ubtelSeI8dm3N5iGHDqwyOUaplC/iAtGdPMrZs2fx8PBAq9UyatQopk+fftltVOQ0s3NVJlK5hBuWxhKZ3NuRQhRFVq1ahdVqZfTo0aSnp1NeXg7YE8NsNhsPPvggzoJAwajReN5/H96PP97n5xmNRlJTUzlx4gRtbW1oNBqmTJlCdHT0dT0353HkyBH27dvXg/j3F21tbWzevBmbzdbdxS7aROreOIO1xWB3hr8osbVe0spOVRrePj4sX76824+0L+R26nkst4LMTj0LvN2wAbub2jg9Kh6N4pcl3QHYdDrKly3HWFxMyLrPUSX88ur1fwudJ2po3VqM0xh/3Ob0JPnGklbadpbZGwyXxPRIKL0a0vZVcPSbIqbeE0/0sCvPINkqU/jrz9/R7BiAW8R4XJ09cJfLcJNJmezpgrv8Cs8nq8WunS7YCQpnGDAPEpey74AbBacbmH1PGCEchKxvofQwINpJ9MQ/2SvEV0F1fgtb3zpL8g2ujLT9Ewp2QcgY9FPe5fAeI4Wn6xk6K5QRcy9Pis1mM2+88Qb+/v4sXLiwT1/l5uZDpGeswNU1majIP5GR+SAmUzMe7v+HyRTH8ePH0el03HHHHX02Lf5WoG05ztmzy/DxnsWAAW/3Dt0w1lFZ8Rn1DT9gNNYhkajQeE3Gx2cOXl6T+nRp+jVoaTnF2bQ78PAYQ+KgTxAEKSWl71Ja+g5xca/j73ch3bHun3+nRPwM/TAbgQF3oFaHYjQ2YDTVYzQ2oOsqxmiqR6n0JcD/VlTHBmMtFaiP/pwWr334uy8hNumVXsdgbtTZk1U9VbgviGRpdimp7TqOj4zDQy7DatVz6PBQPI3T8TiwAEWoPRDN2mZPnxWl0BL1PY3B36BuGMzOzqf4OMJOcr0s8H5UA9bSR3B1HUpS4mqk0gszffX19WzatIlZs2bxVLuIySaya+gFb2zRYqPzWA3tP1Ugmm24L4zCsQ+bP5vRSNnNt2DRagnfvg3ZuX6Yth9+4NinqzmZOIibwyOIu20p1TU15OTk9EijPY8qNy9yAsIJkEhR67qQd3SgaG/j+yGjWCwx868pF6rXok2k4f00bB0mJIrjaD/9iKBPPsFp3P/G4vJ38vwbhSiKjD2Zh6dCxvYh9spISlsX884WMtndiVc+fhuH6Cg8774bqbMzx44dY8+ePYwYMYIZM2b0SX5EUWT8qTy8FDK+G3yh2tLY2MjHH3+M2WwmMjKSW2655bLew8dbO7krs5RWy4Uce28r6EURV4WMnaNi+yQcJpOJn/MLeaDRQIxg5YMwb/z9fcjOeRCt9ihgw9V1CAkDP0Cp7FmZ/fbbzWyUt3DMaShvyv/G8IAx+Pvd0mMa83w1Z+jQoUybNYtSvYmYc76QFouFEydOcPToUfR6PWBvAgkJCSE0NJSEhISrei1fDYt+OsFRQcFdJ1vYMMqLZQGevBIVSGFhITt27MBms/HII49c1ke1vVnP5r+dxtFVyZxHk3ByvzzZy8jIYMuWLYC9KS8xMZFBgwZhs9lYtWoV/v7+LFu2jIqltyFarYR9vbnnZ7W3c+LECVJSUjAajYSEhDB69GiioqJ+kcVQf2Gz2fj888+pq6vj4Ycf7rcevbq6mi+//BKTyYRSqaSjo4PExESmTJmCotmGPleLcM4pwSLYqGivZVfuz6idHLnnnnsuq72ziiIry+v5d1k9LjIp/4wJZLbGjSKdgXEn83gixIc/hPv9omMVrVaqHnuczv37CXz//V7OO79ltO4opvNoDW7zI3Ea6YepqoO23WUYC1uRuChwnRmG4zVaDdpsIlv+lUJbg56Jt8cSkuCJ9DK9FOtrmnkmvxJ/YxOdUgfaZReahQc6qfgxOQrF5a7TH5+FUx/D5L/AiAdAoaautI1vX09hyPRgRi24yH2ho85uvXfiA7CaYPAdMOEP4HKF71zfwr43f6SwUsNi3z/iMf1uiuQ3cWhTIcYuC8mzQkmeEXLZYzuP48ePs3fvXiQSCcOHD2fs2LHd3unt7RmkpN6GROJDTfVSSkvrEMU2Bgw8gJNTMyXFw2htHcLSpUu7ibPNZsJqNSCX/2d7PK4FRmM9J0/NQS53PSeLuHzTtyjaaG09TX3D9zQ07MRsbsHXdz7xcf+6bgRar6/m9Jn5yOVuDE3+tvtciaKVs2nLaWtLY9iw73ByjMJq1ZOZ+TDN2p9x3i5n4PIvUV8y4BdFK03NB6mq+gKt9jACMhTt/hhdKgh0vZPoIS9ctQhxUNvOkvQS/hLhz4PBF+6pjIwHaO/IYEDLOox5rcgDnFAEOaMIdqbavJbS8nfw8ZpHhOp5LHUGdja3s01p4bUREYR6OFJXt53snKfwcB/DoEEf9lnNf72klnfK68kdO7CHLS6AtdNE84ZczDVd+D4ztEcOBED9P/+F9rPPCFz1Ic433NDjva6yMt5evRpVRydWtYouhQKpVEpERARRUVGoRRHtqo9YHxLLtvFT8VXIcJPLMNhsGG0iBqsNQYBvkyKJuyhBsOu03dXEY0kMDnGulC68CZtOd859479vKPA7ef4N4/2KBl4pruHQ8Fi8FDKmns5HKgjsHRrd62I/H2t54sQJhg0bxsyZM/skQm+U1vHvsjpSR8fjp1RgNpv55JNP6OzsZNSoUfz000+EhIRw66239iJ6VlFk6ul8Wowm4gsy8LUYeXThPEI1Xpxt17HwbCEDnFR8kxSJwyUNVeV6IwvOFmGw2dg2OKrb8Nxi6SIz62FUqhCio55HIulNGltaWvjXqo/ZOGIy8fJqnjI/jQB4eIzF3/8WrJYovvrqI3x9ZYweHcMf63w4qPdje4yeoX4jux++NpuNxsZGysvLu/86OztxdXVl1qxZvzha9IeaBu7Jr2FKWxNj9kn5dpo7nRoFx0fGIQgCZrMZs9l82WARq9nGljdSaK3XcfMfh+Hmc+VpS5vNRmpqKr6+vgQEBPR4QKemprJ9+3amTZtGVOpZmt5/n6hjR5GdszGqqqpiw4YNGAwG4uPjGTVq1H+1ctXc3MyHH35IeHg4t95661V/XLKysti6dStOTk7ceuutuLm5cfjwYY4dO4ZcLueGG24gJiaG4uJiCgsLKS0txWw24+zszN13393DvulSrKlu4o8FVczRuPH36MAekfB3Z5ZyrLWTlFHx/W5UvRj1/3gd7dq1+Dz/PB7Lrm+K3LXAatUBUqTS/tu/ibZzgTYFWpSR7hgLWpCoZTjfEITTKD+EKzgYXAktdV1sfyeNzhYjKmc50cN9iRvth+dFSZEtZgtjTuYSrXbgu1AZwle3YWnMp33Ka+wPv4VH8ip4PMSHP/Y1qDn5Mex8FkY9AtNf6z6Wb/+VQkezgdteHtm3pWRHPRx+A86sAYkMht4FgcPAPRQ8wkDlDhYTnFkNP7+OrlNkY8tHeAS6ovZwojjV7q4xaVkcUsccOjoysVg6sVq7sFg6sFi7cHMbRmDA0u6QKbDbyx08eJCMjAwUCgWjR4/Gxweqqh/DZJKQljYNB6UPMTExeHh44OyiRNf1Lp1dR/DxnotUpkKvr0Cvr8BgqAVEIiOfIyT43mv+bozGBiQSJXL5L7OKuxQ2m4WzaXfQ3p55riEv+uorda9rpqz8Q0pL38Hf7xZiY1/71QTaatVxJuUWDIYqhiZvwdGx58yA0djIyVOzUSg8GJz0BVnZj9HaeprooD9ifGgTNr0ev5f/itPEiX0+s3S6UiorvqCuchv+bkuJGvb01fdJFJl8Oh+91cahEbEoL/q9rq39jpzcZxg6dAuuLondr9tJ8ZP4+i4gPu6fVzwvNbXfkJv7HE5OsQxKWNVLM3+0pYOb0or5PCGM6V69v3dzo476t1NRD/bGY9GF76/r5Ckq7rwTt8W34PfSS31+9q5duzh98iS+TU0EFhYSFRJC4FNPI8jlHPrTi7w0+xaKA4JZ7u/JXyIDUF+lAdvaZab+rRS7zeYDgxAEAX1aGmW3LsXjrrvw+b9nr7j+fwK/k+ffMBpNZgYfy+buAA1FOgNHWjrZkRxFonPf5EoURfbu3cuxY8dITk5m9uzZvQh0sc7AmJN5vBThzwPB3uzYsYOUlBRuu+02oqKiyMzM5LvvvsPX15fbb7+9B+FbW1rNc2WNzCpMY5CuleXLl/cgJzsaWlmRXcYCbzc+iA/pfshUnCPOOquNbwZHMuAX5NHv2bOHj8tqORKVyJ9CnJgpfk9t7deYTHU9ljvCeD4U7DKFGeIO7lXuxs93AX5+C7tTD61WPXp9JTp9OfV1ZRw+3EVDQysxMTHMnDnzmuI+28wWRh3OQNR1sndoDK0FFv59qoydyY4cHh5DlOPVj/XnjflkHapm5v0JhA/+dU0QoiiyadMmCgsLWTZ+PLr7H8D/32/gOns2hYWFbN68GScnJ5YuXXpF7XXv7VoxGuvR6cuxWjpQqyNRq0N6kIH+4vjx4+zevbtHqlVfx/Hzzz9z8OBBgoKCWLx4MU4XVReamprYuXMnxcXF3a+5ubkRHR1NVFQUoaGhV7SjM9lsjDqRi79SwfYhkb1+EFPaupidWsgrkQGsCLq270S7cSP1L7+C+x134Pun569p3euJtraznE1bhtVqQKUKRK2OwNExAkd1JF5eE1EoLp9UaOxqJmP341iteqLcXsZ9XAySfnqZXwk2q42KHC15x2spTW/CZhXxDnFm6t0DcPNR83/5lWyobWbf0Bh71cnYCVsftGuHBy3hydjn2FTfxrYhUQxzvWhGoWAPfLkYomfA4vXdAST5J+vYtyaHScviiBt9lVmEljI48HfI3AziRRogB1eQKqGrAcImwPTXyC704OCGfCQygeE3hjF4ajCdXVmcPrMQsP9uSqWOyKROCBIZBkM1Ls6DiI39G87OPZslGxoaOHDgAMUlZ0hM3I1UasVofIKEgZMJDQ3t8QwXRSuFRX+nsvJz5HI3VKoQ1KpgHFRBdHbm0dS0j5CQB4kIf7pf0iuzuZ2S0reprl4PCLi7jUCjmYZGMxWl8totwERRpLn5AKVl79Henk583Bv4+S24+op9oLjkTcrK3icg4HZiol/6RVKyzs4CGhp2Ut+wA52ujMTET/HyvKHPZbXao5xNW45UqsJmMxEf/wa+PnMwFhVR9fAjmMrLcRg0CM3jj+E4evSvlradn2E5H152MczmNg4fGU5w8L1ERtiJYWtbCmfP3o6LSxKDkz5HIrn6bGlz889kZT+BIEgZOHAlHu4XrAwNVhuxRzK5w98+S3oeoijS3p5GTc1mTJU6pPka/GfOwC08EbHLQMm8eUjkCsK+24LkMgUhm82GzWZDYrXSsn4DTR99hLWjg+1TZvHBnFtwVih4a2AY0/og7ZdCtNpoWp2FsaId7weTUFw02G7fuRPH0aORul6fQd+14Hfy/BvHPVml/NjYhgh9apUvhSiK9hjYw4dJSkrq4Zt4HtPO5FOiMzJFIaI4tI85gwf1sE3Kz89n8+bNeHh4sGTJEiorK0nJzORvmkjURgOPN5Ww6Kab+iSZ75bX87eSWp4O9eHZMD+qDCYWnC2i3WLlm6QIEi5D/K8GvV7PO+++y46IQZS6+zA3/TC+7c24u9fi5NTKyFGzEbwSmZcnIdZRhUYh5Yi2jfWuH9KhPQjYcHSMwmxuw2Rq6LFtL6/ptLct4dChwwBMmDCBUaNGdTeY6Q0NvJm6CqVDELfE3Eyw44Wb97GsUr5uaOHp1kqeWTgPgO3bC7nPuYu7jUr+NuPKVjrnf9yTpgYz5qb+GfpfDV1dXXzwwQc4Ojoy8cuvkCsUtP/peb4/cgRvb29uu+22PnWWl6K5+RCVVWvPVbeqEUVTj/clEiWOjpE4Okbj7DwAjddkVKqrW9HZbDbWrFlDY2MjDz/8cK990el0fP/99+Tk5JCYmMicOXP61OGLokhhYSFarZaIiAi8vLz6/YO2oaaZp/Mr2TgonEmefU91z08tpNJg4sTIeOT9SOATRZGOPXupftKeghX43soeAUj/TRgMNZw+swCpRI2v73y6dEXouorR6Uux2UzIZK5ERT6Pn99Nvc5Ze3smmVmPYDTWA6BWh5KU+BkODtfXzUHfaaLgZD2nfyhFE+xMyN3RzEwp5N5Arx4/5ths9srwgdfocA5h0uBVSJRO7B8xwD4rUJ8Nq6fbq8R37QSl/f40GSxs/MsJHN2ULPrD0P7HPRs77UT64r+uRkhaClHT7M1eNpHsw9X4R7nj4e+IKNo4k3IzBkMVw4ftQKHw7B5YiqJIff0OCgpfwWJpJzj4XsJCH0UqdcBq1dHYuI+6+m00Nx9GEOQkJX6Bh8eV44ZtNjMSSc/BoShayct/kZqaTQT430pMzF8vO7gVRRt1dd9RWPQ6ZrOWAP8lyGQuNDbtQacrBcDFJYmQkPvw1ly+T+Pi7TU27qG07H06O3NwcAggLPQx/P0XXXXdy29TpKj4dSoqPiEo6G6iIp+/4v1tsxkxGusxGGrRthyjoWEXOl0RIODmNpygwOV4e1/5WEpLV1Je8TEDB7yLl9cFqZVosdC2bRuN77+PpaYW9bBhaJ54/KrN2JdDp8XKqJO5hKmUbBvce/AOcPbscgzGakaO2IvBUM3pMwuQyZwYNnQLcnn/3DDAXhVPz3gAvb6UqMjnCQxc3v15N6cV0WSycGB4LFarkYaG76ms+oKOjkykUkdAwGrtBECCAkWjA+pvDcT+6StUlyl89AVrayt/27GX9wOjmKiW805S9BWb/y/GeRmZ+83ROCb/djydfyfPv3EcaG7n1owSFvq4835ccL/IwcVVu4SEBObPn9/DaaCwy8A/CirYqe3AJpEyzEXNsgAvbtS4oTo3fVJSUsKXX36J2WwGIC8qgYP+EawJ0zAz9PKd3aIo8nheBZvrWvhrpD9rqpvQmi1sTowkyeXXdVEXFBSQkpvH35z9sQkS3lFb8FGr8PHxwVOjYVFaERkdevYPi6FCb+Lm9GLeiwtmjruZurpttLQcR6H0RuUQhEoVjEodQov2OMUl/yIs9FE8PO5k586d5OfnM27cOCZPnozJ3MGKE1+x2zKsez8iHKRM9HLHX6ng5eIaBlfks2b6BHx9fbvPwbC9Gci0Jj7192fg+L7PV3NNJ9/84wyaYGfmPzkYyS/wDr7Sudq4cSPDo6KxbN9Oalwswd7eLL377svqri9GS8tJzqbdiVKpwcV5kP18qeznTSZzpqurkM7OfDq7CujszO8ekDg7J+DjPQtv79moVJe/Tpqamli1ahWRkZEsXry4R+zxjh070Ol0TJo0iTFjxlz35kWLTWTMyVzc5FJ2JV++OXJvUxt3ZJbyXlwwiy6yd7wYotWKPjWV9r176di7D0ttLcr4OEK/+AJJP31Orzcslk5SUhdjMFQzNPkbHB0vDMpE0UpnZz4FBS/T2nYaD/cxxMa+ikoVjCiKVFdvpKDwVRQKTxIGvofVqiMj80FkUkcSE1f3qppeDjZR5GRbFzZRRC2VopZKUEsluMmkOF8ig8k4UMWhTQV8t9SHeonIsZFxuPQllSk9DMff40R9DQsS3+E2fQZvhLrBnhfAZoEV+8HlAsE/ub2EMz+W9bB6/E+hpuZrcvOeIz7uX/j5LexzGbO5hcLCv1Nb9y0qVQguLoNobNyHzaZHqfTD12cO/v63dM+Q/RKIokhxyRuUl6/C23sWA+L/3aNCabOZ6ejIorDob7S1peLiMpiYmJdwOReEJYoiXboiGhv3UFe3HZ2uhAHx/8bXd+5lP7NZe4SCglfQ6YpQqUIJDX0QX595vcj9Lz2ewsJXqaxaS0jIAwQH3Y1OV3rurwSdrhSDoQaDsRazWXvRmhLc3Ibh4z0LjWZ6rz6aK8FmM122qmszmWjd/DVNH63C2thEwLvv4DJt2jUf1+sltbxVXs+PQ6IY4tr3c6KqagP5BX9maPI35Ob9EaOxnqHJ3/aSnPQHFksH2TnP0NS0D1/f+bi7j8JmNbC62Y0PtYFs9f0RU9N3mM1a1OpIggLvwNd3PhKU1H79NW31VXQafkAXWYPE1YlxU85c06xjpcHEuJO5TPFw4ZOBof1+pnel1NPydUGfDcz/a/xOnn/jEEWRY62dJLs49tIRXw2HDh1i//79eHp6EhISQmBgIIGBgbi7u/PZZ59R3dGJ65xFfNuio0RvJEApZ/2g8G6RfnV1NVlZWfhFx7Cosp0Rbk58MejqN67JZuOWtGJOtHXhJJWwOTHisg+IX4L0Dh1zUgoZ7+HMuoQwJILQrQ9/KzaIW/08sYl2guSjkLN1yOWtqERRJDfvOWprv2HgwJX4eM9iy5YtZGdnc9/99/Jc4V52mgZxr8bAja56thTvJF1MIE8YiFEU8NB18HxHDbcvWdxju68UVbOqopGnt7Yw/+6BhCf1fHjr2k189+9UjHoLi/80DEfX6x9J/P3333P+nghqbGRUSiqhH37Qq/HlUnR05JKSugQHBz+Sh3yFXO521c/S66toaPiR+oYf6ejIBMDFJREvz4l4ek7A2XlgL33e0aNH2bt3LzfddBORkZHs2rWL9PR0vL29WbBgAX5+v6xZ72r4uk7Lo7kVrB0YxgzN5UmVTRSZeDofCbB/WEwv26XGd9+ldfPXWJubERQKHMeOxXnqVFymTf2PEmeLpYO6+h14eU3qTke7sF9WMjIeoFn7M4mDVuPp2XeYjijaqK75iqKi1xFFK+HhT9DRkU19/XY8PScwIP7f3dWtzs580tLvxmLpJCHhfTw9rt7d/mJhFZ9UNfV6XQCW+HnwxzC/7sqT1WrjqU9S2BQj563oQG69yuwaLeW8knqK9yVRrMt8jmkd6faK80W+0O1Nejb+9SThSRqm3TOA0rL3qanZRGTkc3hrZl7TgKytLZXyitWEhj7YTTIvhtncxvETU1Crw0gesumq29Zqj5KX/yJmcxs+3jPx8ZmLm9vQ6+osUV7+MUXFr+PuPhpn5wHdZFOvr0AULcjlHkRG/AE/v4WX/VyrVU96+r20tJ5iwIA38fWZ0+N9URSpqPiYouJ/oVaHERb2GD7es36RlOtKEEWR/II/d9vFnYcgKFCrQ1A5BKF08EWp8EHp4IuD0g9HpxiUV5Al/VrY9HrKltyKrbOT8B9/QHIFN59L0Wmxkngsm8meLnw8IPSyyxmN9Rw5Ohqp1AmbzUBS4ho8PPrnndwXRNFGaelKSsve7X6tiCj+IvyDx3iH2Z4KggKX4e5ul6S0bd9O48r3MFdWop78AlI3fyR3NpFb+RxJiZ/h6dn/xNgVWWXsbWxly0kDA5cnoPC7+vPRVNlBw0fpKENc8Lo74bqnrP5a/E6e//8caWlpZGVlUVVVhcFgAEAqlWK1Wlm8eDFxcXGIosihlk4ez62gy2plTUIYYy8KPfhLYTWfVDWyf3gMsf3Q8AJozRZeKqpmmb8XQ68jcT6P8ymML0b4c4OHMzPOFDDV04XVF41q3yuv59WSWg4NjyXa8fLVVpvNSOrZ2+noyCE5eRMCIby78l3Sh/lySJbMPZ4tvJpwg71JQV9BZtYjNHcUUCTcQflxCU/fdWcvonfeavDuQivBmR2MuyUKfYeJxopOGis76Gg2IAgw74nBBMT0fwruWmAymVi/fj2+vr5MTkig6t4VmBsaCFy5EqexY/pcR6+v4kzKIgRBytDkr3/RVL1eX0F9w04aG3bR3pEJiMjlHnh6jMfTcwIeHqNRKLyw2WysXr0arVaLTCajs7OTcePGMX78+P9YqI1VFJlwKg+FILBvWAySqxCdzXVaHsutYMOgcCZfJO/oPHyEyhUrcJwwHrcFC3AaN+6/Umk2mZpJS7+Ljo5sBEGBn98CQoLvQ60OBaCw8G9UVK4mJvqvBAZePaXPYKghL//PNDcfACREhD9JSMgDvQiVwVBLevo9dOmKiYv9xxV1rPub21maUcJtfh4s8HFHZ7V1/+V06fm8uhmlROCJEB9WBGnQW22MPJqDU6ORj929GTKld1LhpTDabMw8k0+DTsfBUCteocN7vL/r4yzKM5tY+teRSB3qOHFyJhKJDKtVh6fnDcRE/7VXA9WlsFqNlJS+RUXFasCGTOZMUuIaXF17Dj7z81+iqnoDw4dtw9k5/qr7DnZCCOJ1t2K7GDU1m8nLfxGQoFaHoFaHo1aH46gOw8trSr+aA61WHWnp99LaepqBA97Cx+fGc6/ryc37I/X1O/D2nkV83Ov/UX9mUbRRU7MJq82AWh2GozocB4eA607UrwVdx49TcdfdaJ56Cq8+gskuh/Na5x2X6vb7wJkzi2hrP0ts7N8I8F98xWX7C6OxHpvNjFTqgE1wYOBx+8z2Py/ytW+oqOTNdz9mlK6diXNnoYwfQeOHmajHaMhyvR1391EkDFx5hU+5gGMtnSxMK+L+MjMr8g1I3ZR4P5zUy8HjYlg7TNSvPIsgFfB+ZDBSx18/i3G98Tt5/v8IbDYbWq2WqqoqKisr8fLyYtSoUT2WqTKYuC2jhBKdkbdig1jk60G53sjYk3nc7OvOm7HXJ1r5ekAURe7LLufHplYClAoMNhsHhsX2CH9pNJkZciyHuwK8eDnqyiECRlMTZ04vQMRGcvJ33HN8P/uJ5RZFAe+M7hnqYbUaOXv2D7S178BkDGfKlG96/RBZbCIDj2Yx2dWRaakrEaXlNGYuROUQgSbYGU2QM4Gx7niH/PespSxNTVSsuA9jURH+//onrjNm9HjfZGomJXUxJpOW5CFfXVOH/OVgMjXTrD2MtvkQzdrD3VOrTk5xeHiMQSIMYNOmVFxdNT0SGf9T2NbQwv3Z5Xw0IIR53lcftJhsNkaeyCVUpWTLYLv8QRRFyhbdjLW1lYidPyL8SpvD/sJgqOVs2nIMhipiYl6mvT2D2tqvsdks+HjPwtExkpLStwkMvIOY6Jf6vV1RFGlq+gm5wh0318trOC2WDjIyHqC17QzDh23vjjS+GI0mMxNP5aNRyNiZHN3nbFmJzshLRdXsaW4nVKUgQuXAAW07fyoCRU47t78yEpXT1c9pbqee6WcKmOvtxnvxFwh3TWEL3/37LMPnhDFsdhjpGffR0nKCkSN209C4i5KSNxFFG+FhjxMUdFef8oL29gyyc55FpyvC338JQYHLych8AJOpicRBn+DuPgKAjo4cTp2eR2DAbcTEvHTVff5vw2LpQip1+FUk02LpIj39HtraUxkw4G1cXZLIyHiAjs4cIsKfPjfY+m1VBf9bqHzoYXQnTxKxexcyr/5VuqedycdkEzlwyWxWX2hvz0SnK8HXd9712N0+cUdGCcU6I8dGxqGz2vi0qpF3CyvplMrwkgocHDkAL4WMli2FdJ2pp/OWvdS0bGLsmGMoFFcOMbKKItPO5NPSYWLzvjb8FkTRur0YuZ8jmhWDEOS9nw82k5Wm1VmYazrRPJTUryr1/wK/k+ff0QNtZgt3Z5VxtLWT58J8ye8ysKupjWMj4/BT/ndIQn/RbrEy7Uw+ZXpTr8rgedyXXcYhbQdpowdcVfbS0ZHDqTOL+Uy4n5/EsUzXHWZwkZWHH3q4h3NDU1MTq1evxs+vlMCgA6hUwSQO+hS1umfF7P6sQg42NfKebRlSQQlYCA66m9DQRy4b9HIl2GxGWlpO0Ni4l9a2M8TEvIK727Crr3gRyhqbWX7wNFG52bwe4I7H3XchCAIWSxdnz95OZ1c+gwd/cUUS9UshilY6OrLRao+i1R6htS0VUTQhCHLCQp8gLOyB6/6ZF8N2zhrKIoocHB6LtJ8/+KsqGnipuIYfk6MY4uJI+549VD/2OH5//ztuC+b/R/f5PHS6Us6mLcdsbiMx8dPu791obKCi8jOqqzditXbh4TGOxEGfdieaXW+YTFpOnJyOShXM0OTNPUiZKIrcnlHKkdYOdiVH9/Bo7QsHte38ubCGAp2BuwK8eNbJna9ePcWAcf5MuLV/tpFPnN3HN62epI1JwEshQ1vTxbZ3ziKRCix9aSRtHYdJT78Hn9DnsXjdSpKLGoOhhvyCv9LUtA8HhyAcHSNRKjQoziXH6Q1VVFZ+hkKhIS7273h6jgfs5/ps2jL0+koGJazCw2MsKamL0elKGTVy33WzefstwmLpIi39Ltrb05DJXLDZzAwc8HaPprqLcUjbwbqaJv4eHXjVoKEOi7WXDv7/FRhLSymZMxe3BQvwe+Xlqy6f3qFj+pkCXosK4J7A30a89EeVDfylqIYXI/z5tKqRWqOZ0TnpzG1v5s+jJjPVy4VPB4Ri6zJT90YKJtcqShKfIyryBYKD77ritj+vbuIPBVX8I9vIHDdnPG+P706GVSVp8FjccwBhLGlF+00h1hYDHrfGoh702zhHfeF38vw7esFos/FUXiXf1rcAXN5X9TeACr2RvC7DZS1vjrR0sCit+IpNX+chiiLPZhxjvdaRpeo0HvQYxYYNXzJp0iTGj7f/gHZ0dLB69WpMJhP33nsvglBERuaDCIKEQQkf4uZmv5c6uwpZefYj3jHfzufBFUwMGkNR8T+prf0GpdKP6KgX0GimX7Xy0GVsY3fVKepaM2jtyMNssyBK1AiCjHhZPQtHft5vD9+z7TruSC+gyWL//79bniJYUmEXoiIiCFISEj5E4zW5X9v7tbBa9bS2nqG6egONTXuJCH+a0NCH/mOft6uxjTuzSlkZF8zNV7kWLkanxcrgY9lM93JlZUwgJfPmgU0kfMf2/4qbRkdHLmnpdyKKNpKS1lxWd9vUtA+NZhoy2dWdVH4Nauu2kpPzdI+4ZYBPqxp5obD6mohBl6GZXdVpTA1IwsXBk0NfFZD1cxWLXxyOp/+Vgw+qqjfyU/7H/EF4mye8arnXfSzb30lDEATmPpGEu6+Ck6dm2ffN8SN+aOrosW+NjXuortmE0diAydSIydTM+ZhKP7+biY76U69zaTI1czZtOV1dxfj5zqemdjNxsf/A3//m/p6+/2dhsXSSnrECk0nLoIQPcHTsu4Gry2pl/Mk8qo1mwlQKNidFEuTQu/BisYm8WlLDqspG/hTux6Mh18dJIaNDh1wQ+jV4y+k08GCQ5ldVzuv//g+0X3xB2JZvcYiNveKyz+ZX8k2dlrTRA3plNfyvkN2pZ/LpfAAGO6t5qrqQwD88Q/Dnn7PGN4RXS2q7n5mmyg5athVRFPAsosJKctS3FPs50GCyMMHDuUdBotVsYfTJXCKN8P6+VnwfH4Lc1140aj9QQfvuclymhuAyORibyUr7rjI6j9Ug9XDAY1E0yvDf9mD0d/L8O/qEKIr8s7SOn7TtfJMU2Xf3+/8D6G/jIMA7ZfX8vbSWu3wdeC0mEolE1u2ZfD4dcO3atTQ3N3PnnXd2Swx0ulLS0u/FYKixa/9kjmRnP4VO4sm9ln/zeIhvd1Jda+sZ8gv+QmdnHq6uybi5DcfZKQ5n5/hzNm8SdLpiGpsO8H1dJZ/qRlLH5XXHwTIdc/xDmeHlyhAX9WWrqd/X1fNwXhUutiYel3/BP6yPk6Av4bn9L6AIDsF52jQ8NGPw8OhbC/2fhChaycn5P+rqtxIe/hRhoQ//Bz5DZHpKAe0WK0eGxyHrr23ZOTxXUMWXtc383FaB/v/+j4C338LlEtnLfwLt7RnnvGfVDE5ad1nC8t9CVoeOjA4dzjWv4NR5kFEjd+Hg4Edup54ZKQWMc3fmi4QwbDYDLS0ncHAIQK0O71EJF0UbLS3Hqa7ZRGPjHkTRjFLpy4ABb6OSJbH+z8fxDnVhzqOJlyU1zc0/k56xAg+PsTzZfgttZgvPns3C1DSOeU8Mxs1HTXnFpxQV/R33mM+YXeCKh1xGs9nC8+F+PNYHUbPZLJjNWmw28xWdYszmNr5LfY69Xd7MdarixmGf/Ee1y78l9Eerfd5J4q+R/rxZVo9aKmFTYkSPvhOt2cL92WUcbukkWu1Agc7AH8J8eTL0ytHtV9u3VZWNvFpSgwSBl6MCuNPfs9c1JIoiKysa+HtJLSKwKj6E+T6/vO/E2tZG8fQZKGNjCV7z2WWv2fONgjdq3Hgn7rcjgbSJIm+W1RPj6MBsLxfKbloEFgth27dhAxaeLSKnU8/B4bEEOCgQbSKlpz6iVPcvcore5p+RQZgFCHJQsMzfk6V+nngqZPypoIo11U1sPKUjIcgdz6UXnHpEUaRlcwG6sw04Tw5Gd7YBq9aA02h/XGaEIlH89vnG7+T5d/z/PfrTOHh+emmRjzvvxgV3N5K1trby3nvvERkZiclkorS0lKVLlxIV1ZOIm80tZGQ+RGvrKUDA2XkAgxI+5JacLgxWG3uGXZiGttksVFV/QW3N13TpihFFeylYIlEhl7uSZ1SzgeXkCgMJkXXxVJADAz1jkEtkyAUBqQBmUeSr7M852KkiVxiERQQvuYyx7k6McHNihKsjsY4OCMDb+cf5Z60D4WIx//ItZHj0o6ys6uL10jo2a8vR/PlPKKOjCVr1IXKf/42Ppihaycn9P+rqthIe9iRhYY9c1+3va27n9owS3owJYqm/5zWvn9OpZ9LpfB7du4Nb884S9s03CP/BKHOwN16ePrMIqVTFkMEbr0jo/tMwWG28UVbHBxUNnI8P8UDLEEUjN4ZPYVVlI81mC/uHxeBoqSYz8yE6u+zVLIlEgaNjFE5OcSgUGhrqf0BvqEAmc8XPdwHu7qMoLPo7BkMl4WFP0Fo8m6NfFzNqQQSDJgUiuyTR0O4GsxiVKoTkIV/ycVYjL7e08WfrC8wOu5+QiDkYjY0cPzEFN7dhfK16iXU1zRwfGcffSmrZUt/CY8He/DHc75oqjhabyO7mNj6tauR4axcA091lfJ7Ueybg/6so1xsZfyqPGzVuvB8fQk6nnsXpxVhFkY2DIkhyUZPdqefOzFLqjWZejwnkFl8PHs+t4Jv6Fp4O9eGZUN9rrgR3Wqw8mVfJjsZWZmtcMVjF/1979x0fVZU+fvxzMpOZ9EySmfQQSKG3AFJsaxfXgh1cUNFVRFdXUVdFXcvqfm2/tYtlxQpYFxsWVERFBQQFAqQR0gsz6Zkk0+f8/pgBE5KQ0JIo5/165UVm7p2ZkxzOzXPvfc5zWFXfzAVxUTw6LJlQ/x2iNo+Xm/PK+NDSyLmxBoptDirsLtZMGU70QVwJrl+yFPODD5K86DnCTzqpy33erKrlH/kVfDohk4mHYRL9odD2yy+Uzp5D/P33EzXzYsDXpyduyGdCeAjvjk8nQAjszib+9uMzfMpZHNXgYUaVixXjI1nncqAPEEw3RrKippGLXTpu+aaOuAUTCYztOKFUur3U/HcrztJm/9XmTPRphn74qQ+MCp6VP7yeJg5+ZGlg/vZSTo6J4NXRQzotiPHdd9+xevVqAGbMmEFWN6XevF4HOwofQnrdZGbejUYTxDOlZv5dVM3mo0cR30VReK/XQWtrIVZrLtsbynmjKZmvHJlEawX/SEtiTkJMtwt0OJ21rF13GiJkDHXJT/BVvZW1jS1UO3y1uSO1ASRiJtdtYlrAVhaNHUlClC+XucXtYfK6HMaFh/Df5ioqb7wJAgKIumQWUZdeSmBsbK9/vwdDSknts8+hjYsl4uwzySu+xx9A38SQITccks9weyUnb8zH7vGyZspwdAcY9J6xci21DQ18Ex9K+Am9L9N0IFyuBjb+chFOZz2TJr7Xr1ecNzS1siCvjMI2B39JiOavySZ+aWrly8otrG/RYhW+26vLxqYxVm5ke87NgIZhw+7z15XOpcWah7UlB5erHoNhCkmJMzGZpu9JOXK7W8jLvxuz+ROiDMdQ8dOVlG/zEhKhI+u0QYw6LolAvQa7vZqNv/gW3hgz8h3MO7R88XY+/zkjgqP1W7ja8wjjxv0Xs/kTdu36iBETP+OYzS2caYrkmRGpeKTkjoIK3qyq469JRh7ITOqx4orLK3m5oobFlTVU2F2kBOm4MslItcPFSxU1fLsfVYj+6OZuLeL7hhZ+nDJ8zxyZ4jYHF2/ZSYPLzfyUWJ4rMxOp1fLK6MF7Sph6pOTmvHLe2VXPgtQ4bhvS+wB6R6udK7cVs7PNwd3piVybYkLiW7DrkeJdZIYEsXj0YEI0AVyxtZitLTbuTEvg+kGx5LTaOX1jPufHRfH0iJ6rvHRHulwUnXseuN2+dK4uJhGf5p9vsaoXEwX7S8WCBbT++BOZ367usHrg7gohD2YmcXF8NPO3l/BNvZXTxdcsGn81rcuKcZZZMZ+axPvJgbxrbkAnBO9/00zCcCPRM7uew+BpdWHbVktIVuzv4mpzeyp4Vo4IuycO/mNIPClBOpL9X782t3JpdjETIkJ4a1w6IV1MKnS5XLz99ttkZGR0qlDSk9wWGyduyOc/w1KY3cUVT5vHy6c1jSypqmNdUyv6AMHVySb+nhrXq1SZqqp3yc1byIjhD5GYeLGv9qrdyRpLEStLvyffHceJkYJ/jz8drabjVffdtbE/yspgfL2F2mefo/mLLxBaLZHnnUfMlVegSz3wPyi9YV29moprfXnOGoOByFkXYTmuCEvT5yQmXExa2gL0+oML5HffVVg8ejBnmgwH9B5eu53nbr2Lf19wKe+PS+fY6MOXV+zx2Nm0+TKs1q1kjX9zTx59X2tyuXm8xMxLFTUk6gP5z/AUToj+bVKu1+tm/Ybz2enUMWTEcyQ0v0VxyTOEh49izOhFnUrBSSnxeu1oNF0HmlJKqqreoWDHv9BqIwjXz6BiWxjVuQY0IomxJ8bTql+A21NJ3aZ/UrPTl7scnRjK+vPi+LC+iVeC7kfY8vF67aQOmsfngXP5d1E1q44axih/DqyUkvt3+nJtL46P4rFhKei7OaFq9Xi4epsvUJhmCOXqZBOnGyPRCEG9y81Ra3M4LSaC5/dRr/dIsXtBr67yl6sdTmZuLqKgzc7kyFBeHjW40wpzXin5R345S6vre31n4NOaRm7MLUMfEMCLo1I7lFgF38TF+TklOLyS4IAA7F4vi0amdpgj81BRNU+VmnlnXDp/6uW4/ra+mSdLzCxMS2CKwZeb3/L995TPu4ao2bOJu/uuDm3fPVHwoaHJXNFTHXM/T3MzTR9+hHS5iL5i7mG/0+Uymyk86WSiL72UuDtu77BNSsmlW4v5ocFKkl5Hqd3BXUlOhpZfwqiRjxMXczYN/yugbXMNweNM6M5No2ZVGbqfqom7eRKBxj/eyaUKnpUjwubmNmZt2Umj29Np28jQID7IyjgsEziklExam0N0oJazYw1ohUArQCsERTYH7+9qoNHtYUiwjtkJMcxMiO5xdnrH9/fy669/oaW1gGlTv0SnM2I2f0pu3h0EBAQzZvTTREVN7fK1bR4vU9blkBGiZ/l43xKxztJS6l55lably5EeD4YLLyT+vnsPy4FbSknJzFl46upIePAB6pcupWXVN8hADfYbk2gcUoQICCQl5QpSB119QNUMmlxupq3PZVho0J6f8UDUvfoa5Y8/zqynX+f42Kh9Lm5wMKT0sm3b37HUfM7oUU8TF3fmYfmc9qrsTr6qayav1U6F3Uml3Umlw0WTf6zMTTJyd1oCYV2czDU3Z7Nh4wUEBkbhctWREH8Bw4b9C42m51Usu2NtySMvdyHN1m3snsAnZQAeRwgaXRvmDTcRGXEs8WmRJKRFEp8WSbbNzhm/FPBgmoGRVX/F67ExYfJKjt5QRmaonvfGZ3T4DCklT5SaebR4F6PCgnh+5OBOKV21TjeXZhexxdrGo8NSmNPFye8DO6t4vszCminDSQ858J/5987p9XLShny8ElZPHtblyUiDy83Xdc3MiDV0e/fH678z8EZVHefEGnhkaDJRXRyXHV4vD+ys4uWKWrLCQ1g8ejCJXUxKBN//72tzSqlzuVk8egjD9upnu8fLyRvycUnJ6snD9qR4dMXllTxSXM2zZRYEEK4N4IOszD0nZuaHH6H+tdeI/uuVxN56657jza3+CfhbjhnV40URe24uDcuW0bTiU6TNBkD49OkkPvLwfi3Gsr8sTz1F3Qsvkv7lSnQpKZ23O1ycsCEPgJdHDWGaIYS1a08mKDiJCVlLkFJi/bac5pWliEESV20zESOGEn3RwZc8HYhU8KwcMaSU1LrclNudlNudVNhdtLg9XJls3K+AdX/tnkCzt0Ah+LMpkksTYzjaENbj7ePutLYWsv7ns4g1nY5OZ6S84jUiIycwevQznVag29vuCgnvjUvnuHZXXVwWC3UvvEjDsmWYFizAeM28A2rbvrT88CPlV13VIb/OWVZG/ZIlNL3/P1zRbpw3p9MQtAWtNoLUQdeQknJ5t1cuu3J/YSUvlNewctJQxoZ3zLmzWnMpLn4Kr3QTEKDzfQkdGk0IoWFDiQgfQ1jYMFwlFZTOnkPQiBEsvvNfLK6oYdPRow74/4yUXurqvqOlJZ+goESCg5MJCkpGpzNSWPgwZeWLychYSOqgqw7o/Xv+fMn2Fhsra5tZWddEttX3BzpSqyE5KJAkvY6kIB1J+kCmGcJ6zM/cUfgQ5eWvM3ToPSQlXnLIbkl7PA7a2opobd1Ba+sOGusLMYSfRtrQcxEBnSeBnbIxHw2Czyek4PHY+KRe8LcuFrhp78vaJm7KK8Pm8fJAZjKzE6IRQlBqc3DJliKqHE5eHDWY07up5lPjdDF5bQ5nxxoO6rb/792iMgv/2lnFkrFpnNLN77q3dk/oe7S4mphALU8MH8RJ7d6z1Obg6u0lZFttzEs2cXd6Qo+pWFJKJHR7jF3b2MJ5mwqZn2Livoyu5xaU2Rxcm1PKL81tXJYYw7wUExdv3olLSj6ZkMngYD1SSswPPEDDsreIuXY+sTfeiNU/UXBGrIEn9rFWQsuaNdQ+twjb5s2IoCAizz4Lw6xZtP28AcsjjxCclUXyoufQRh36RbW8TieFJ55E8JgxpLzwfLf7Vdid6APEnmNfcfGzFBU/wdHTvkWvj6Ou7lsqCt6h3rYGkCTHXUb6iJsPqDTrQHfQwbMQYjrwFKABXpZSPrzXdj3wBjARqANmSilL/NsWAn8FPMDfpZQr/c+/ApwFWKSUvZqNoYJnZSDzSInLK3FLiUv6/g0JCCD0EFUx2Vn0BCUlzwKQkjyXjIw7ulz8YW92j5ej1+eSqA/kkwmZnZagrrrlVpq/+IJBr71K6OTJ+3in/SOlpHT2HFxVVaR/uZKAvXIEXRYL1XfcQetPawm8YArW8yT1zT8QHj6aiRPe6tVqZsVtvslLF8RF8eRes9ut1u38uukyhBAE6RPxSiderwOv14XH04LbbQVAoEVbBvpKHSPOfxFL6gSOXZ93QKW1vF4XZvMnlJa9RGvrjk7bAwJ0eL1OkpMvY2jmPYclL7LU5uCKrcXktNoRwKSIUE4zRnC6MZLMEP0BfaaUErfbSmBg3y3405XFFTXctaOSLycNZUxYMKdtLMDu9fLd5OH7PDHd5XBxQ24paxpaOMsUydwkI9fmlOL2St4Ym9bjKnD/3FHBK5W1/DRlBKnBh+/K4EBldrg4en0u0wxhLBmbdsjed6u1jetzy8hvtXN5Ygz3ZCTyTZ2Vm/PKCBCCJ4encMYBpmF15bb8cpZU1fHpxKFkRfx2fHF5JV/UNnFrfjleKfnP8EGcE+v73IJWO+du2kGYRsPHEzKJ1wcivV523Xsvje+9j+nGv/PZORdxW0HFnjrxe5NSUvfiS9Q8+SSBgwYRPfsvRJ57LprI307Ymr9YSdVttxGYkEDKf19CN+jQVuto+vhjqm67nZSXX+529dmu2O1V/PjT8YSHj8ZmK8ftbkSnM2IKPwOXvRlL60fo9QkMG3ovJtOph7TN/e2ggmfhq5BfAJwKVAAbgEuklDnt9rkOGCulnC+EmAWcJ6WcKYQYCbwFTAYSga+BoVJKjxDieKAFeEMFz4rSM4/HQX7BPcREH7/ft/p3zwLv6qqRp6WVkgsvxNPaQtoHH/R6Fa2etK5bT9ncucT9826iZ8/uch/p9VL/6qtYnngSrclE0P9dQIHtSUymUxkz+tkey4NdubWYbxusrJ0ygrh2+ZW+wPlSNJoQJk5Y5i8R2O5zpcRmq6B6xTPUbP4Qz4ggHMkugoOTmTjhHS7ZXk+Z3cn6qSN6vFsgpReXqx6zeQVlZYuxO6oIDR3K4NT5GI0nYXfswm6rwG6vxGYvJ1BrIDV13mFZdnhzcxtzsotwS8ld6QlMN0Ye1jsufa3R5Wb8T9uZGR/NObEGLti8s9u5BnvzSsmiMgsPF1fjlpCkD+TtcelkdlOdp71qh5Mpa3OZmRDNY8M63+7+I/uhwcqdBZWU2Bx8O3k4aSGH9uTB7vHycHE1L5bXEBOopdblZkJECC+MTGXQIT5RaXZ7OG59LgFCkKQPpN7loc7l3pO+lBUewgujUjudIG1qbuOCzYUMCtLxYVYGhkAt0uMh+/4HWF1axdLZVxIRZeDrSZ0nCnrtdqrv/ifNK1YQcfbZJDz4QLepGW2/bqLiuutACJIXPUdINxPX99fu9Dmv1Urapyv2O0UvO3s+dfXfYzKdRnz8uURHHbunNGVj40by8++hpTUfo/EUhmbe069Vgw6lgw2epwH3SSlP9z9eCCClfKjdPiv9+6wVQmiBXYAJuKP9vu338z8eDKxQwbOiHF4ur+TY9blEBmpYOXFopwO8Pb+AkpkzCR4/nkGLXz4kC4OUXj4XZ1ER6V9/1WMen23rVipvuRVXRQXigeOpjPqS1NRryUi/tdvX7F4c544h8dzUrnbs7sBZqwllwoSlnQJnAOl0suuBB2h8733CTz2FxIcfpsmVw+bNlxMWNoKK5EVcm1vNsrFpHW4nuzxO3spbTpTjF+I8O/wLb9TuKUVoiDyK1NRriIk5oc9n239Z28Q120sx6rQsG5vWq6Dw9+j6nFJW1jaRFRHC9hY7v0wb2ePKou1tam7jreo6bh4c32V1nO7cnl/Osup61k0dQVI3ubd/JOV2J/cXVrKipomUIB0PD03uNjXmUPixwcrdOyr5U3Q4d6b1nKZxoFbXNfNQUTURWg0xOi0xgb6v5CAd58V1n6v9fb2VOdlFjAkPZmJEKN81WMlvtQNgsDZx/9afmT5+JGHHH48m3Jce57JYqLj+BuzZ2ZgWLCBm3tU9HhecJSWUzbsGV3k5occeS9Qlswg7/niE9iDK7L3+OuaHHib+vvuImjVzv1/v9TqR0tNtOp3X66K8/FWKip8GPMTHn0/qoKsICRlywG0eCA42eL4QmC6lvMr/+FJgipTy+nb7bPPvU+F/vBOYAtwHrJNSLvE/vxj4XEr5vv/xYFTwrCh9YmlVHbfkl3c747xx+QdU33knxuuuw/T330rIOQoLaVqxAnv2VoJGjyb06GkEZ2XtMyDeXUs09o7biZk7t1ft87S0Ur1wIc1ffYnryUnU6tYycsSjJCRc0HlfKTl9YwENLjc/TBlBsD94arZuY9Omy/yB8zKCgztfJXSWl1O1cCG2jb8Qc+18TDfcsOdKTE3NV2RvvY6I6D9xRcuNTIoM5bUxaTi8XpaUFfFsSRnVMppYUc9LhreJ0Eeh05nQ64xERIwjMrL7K0VeKVlWXc9Waxv3ZiR1WfXlQL1WWcudBRWMCQ9mydi0P9TV5r3tzl0FuHVwPLcOOfBFN/ZHud3JtHU5XJZo5P+GJvf8ggEmp8VGgj6wy8l57dk8XhaVWXi2zDeH44bUOK5Nid0zxo5kKyyNzNtegi5AMCUyjOOjwzk+PAjji89j/eQTPHV1EBhI6FFHEXr0NOrfXILHaiXpsUcJP7n3q7q6GxpoWLKUxvfew22xoI2Px3DRhRguvIjAuP2rTNS6di1lV11N+EknkvTUU4e1oofNVklJ6SJ27VqO1+vCZDqV1EHz9nlc7EmzdRvhYSMOy526nvyug2chxDxgHsCgQYMmlpaW9uZnVhRlLw6vlylrc0kP0fO/rIwu96m68y6aPviAxIcfwmWx0LziUxz5+RAQgD49DUdRMXg8CL2e4AlZhE47msgZMzod0Mv+ehX23FwyVn1NQHDvJ/9Jp5OyedfQ+usG2p5Op1nmk5X1JlGGo3zbpWSTtY3XK+t4Z1f9npXDHA4LNTVfsbPoP2i1YUzIWtopcPa2tVH70kvUv/IqaLUk3H8/kWef1akNlZVvk5d/FytC7+edttHcPDie1ysqqXFrSKOIs2JjeNoSybxkU5c1xbuS32rnH/nl/NzkW3jjGEMYb4wdss9Z/x3aZHfyoaWRr+ua0ApBhFaDQashUqul1uXi3V0NnBoTwQujUnv9nr9XUkqOXZ9HhcPJxmkj+/REYUFeGcvNDayfOrLXV62llOS02vnI3MBHlka0QvDE8BQmG/a9NPmhtLaxhYs2FzIkWM/HEzK7DaBb3B4u3LyTzdY2zok1cE96IslHwFX2/VFhdxITqO10MiE9Hmxbsmn5ZhXWVd/gLC5Gm5hAyqJFPS7p3R3pdmNdvZrGt9+h9ccfITCQ6DlzMF47H01Ez3cBnBWVlFx4IRpjDIPffgdNWN9M6nM4a6kof52KyqW43U0YDFMYO+b5/a6mZLNVsG796SQnzyEzY+Fham33VNqGoigAPF9m4f6dVXw2IXPP4gXteW02SmbOwlFQAEDw+PFEnHkmEWdMR2s04mlpoW3DBtrWraN17TrfflotEWecQfRllxI8Zgy27GxKLp5J7K23EHPV/lWT+KymkU21jQS/+QYx1TsJmmsnSpQTO/JVvmgK5kOLlRK7C50QXGDScWPYj9TWrqSpaRMgCQsbztgxL3aoPyylpPnTz7A89hhus5mIs88m9tZb9rnSYnHxM6wrXsbNYhESwSiZzazgzcwedyMhIancUVDB65W1rOhhJTG7x8vTZWaeKbUQpgng3oxEAoXghtwyphhCWTI2rdtgt8HlZkVNI8vNDaxrbEUCo8OCCQ4IoNHty9NscntweiVzk4w8kJG030uS/16tb2yhxunmLP+krr5S3Obg2J9zAUgL1jM0NIhh/q8orRaJ7w6DxHd3ZJO1jY8tjRS2OdAIOM4Q7lvxzuHklsHx3Jgah+Ywp/dU2p2cvrGAII3A4vDlE789Lr1Tqovd42VOdhFrm1p4adSB10tXfJwVFWijozssRHJQ71dWRu2LL9K0/AM0kZEYb7ieqJkzu03n8NpslFzyF1xVVQx5793DXs+/K253K1VV71C48xFiY89g9Kgne/1aKSVbsq+isfFnpk5ZSVBQ4uFraDcONnjW4psweDJQiW/C4F+klNvb7fM3YEy7CYPnSykvFkKMApbx24TBVUCmlNLjf91gVPCsKH2mxe1h0tocphp86QhdcVVWYl31DWEnnYgued+3p51lZTQsXUrj+//D29pKcFYW0uPBVVpK+qpV+3WlY1l1HTfnlXe7XUgPo9jG0axhEusJpQ2A8LBRmEynYjKdjt5pxGM249q1C7fZgsu8i7Z167Ft2kTQyJHE3X0XIRMm9NgWKSX5BfexojKHCJo4cdCJpKfdQkCA7yqc1e3hhJ/zCNVo+OqooV3WvP25sYUFeeXstDm4MC6K+zKSMOp8f+g+MDfwt5xSJkeGsnRsWoeKLPmtdp4vs7Dc3IBTStKD9ZwfF8X5cVEM6WKylssru12hUjn01je2sLrel++a32qnxObYs5z53gRwtCGMGbEG/mwyYNRpsbo93F5QwXJzA9MMoTw3InVP/WKPlGy12ljTYGWLtY1Wjxebx4vdK7F5fZ9yjCGM6cZIphnCeux3u8fLuZsK2dFm5/OJQ8lpsTE/p5SzTJG8NGrwnsmwbq9k3vYSPqtt4tkRg7gwPvpQ/bqUQ8yek4P54Udo+/lndOnpxN56C2HHHNNhxcM9VZQ+/5yUl14k7Ljj+rHFv5W7GzXyCeLjz+nVa8yWz9i27QYyM+9mUMoVh7mFXTsUper+DDyJr1TdK1LKfwsh/gVslFJ+LIQIAt4EsoB6YJaUssj/2ruAKwE3cJOU8nP/828BJwBGwAzcK6VcvK92qOBZUQ7eo8XVPF5iPqRLDntaWmhavpz6N5fgKi/HdNONGOfP7/XrPzQ3cG1OKSdEh/PK6CE0uNwU5RWw+ZlFmEelEnFiJidFNBKjcSClB4mXQG0ERuPJBAenYM/Px/L//kPrmjUd3zgggMDERGLmXY3hggv2ayKklB5KSl8gInwMMTHHd9q+qq6Z2dlF3Dw4jtuGJLR7neSF8hoeLKoiSa/jsWEpXeaYf2hu4G+5pUyK8AXQW6xtLCqrYVV9M8EBgpkJMVySEM3YsOABu9Sv4ssR3tlmp8XjJQBfneEAAAEpQbou00qklLxnbuCOggr0QnBVsomcVhs/NLTsqfyQFqwnQqshWCMICgggRBOAzeNlbWMLNq8kUqvh5JgIphsjOd0Y0ekETkrJgrxy3t5VzyujB/Nn/5XkF8os3Lezak/akZSSW/yTIR/MTOKqZNPh/YUpB01KScs332B+9FFcpWUInY6gESMIGjeW4DFjcRYXU7toEaZbbsZ49dX93Vy8Xje/brqE1tYdTJn8WY9Xkd1uK2vXnYpeH8ukicv3VPboa2qRFEVR9qh3uZn4Uw5nmiJ5duShvZW3s6WN5dt2MHxwCicYIwnvRY3rL2ubuHJbMZMiQlm21/LpLWvWUD7/WvQZGUSedy7hp5zS4Wq4y2ym5qmnafrgAwIiIoi+7FL0mZkExsWhjYtDazQe1Cz1nlyfU8qHlga+nDSMkWHBNLs9LMgr49OaJs40RfLE8EH7XG3sI0sD1+WUEqoJoNntJSZQy5VJRuYmGYnR9c8fDKXv7Gyzc+32UrJbbCTpA/lTdDjHRYVzbFRYt7ncbR4vaxqsfF7TxJd1TdS7PMTqtFyVbOKyxBgM/nzm1ypruaOgggWpcdyeltDhPe7ZUclLFTXcl56IxelmUbmly/2UgU06nVi/WY1tyxZs2dnYt29H2n0VQMLPmE7S448PmBNvm62M9T+fRXj4aCZkvbnPCYB5+fdSWbmMoyYtJyJiTB+2siMVPCuK0sE9OypZXFnD2ikjDrqWqpSS7xta+G9FDavqmtl9RAkUgqmGUE6NieDUmEgGB+s6Hch/aLAyO7uIYaFBvD8+o8tAs/mLldQ+/7xv4iKgHzaM8FNOQbpc1L/xBng8RM2Zg3H+NR0WHegL9S43x63PIzkokP8MS2He9lJK7Q7uTktkfoqpV3+4Pq1p5IWyGi6Kj+Ki+GhV1eAI4/b6VkWN02n3O9DxSMn39VZeKK/huwYroZoAZifEMCkylOtySvhTVARvjB3SKa/aK31pGitqmgC4IsnI/2UmDZhASzkw0u3GUViIY+dOwk8+mYCggVWusqr6fXJzbycj/XZSU7te0bapaRMbf7mIlOTLGTr0n33cwo5U8KwoSgeVdidT1+UyJzGGhw6w7JbT6+XdXQ38t6KG/FY7xkAtlyfFMCcxhlKbk6/qmvmqtpmCNt+VkOhADUNDgvZMsorUaritoIKUIB0fZGUQ3UMJLWd5OdavV2Fd9TW2X34FKYk480xMC27qMTf7cPrI0sA120sRQKxOy4ujBjO1DyspKArANmsbz5fX8KGlAY+EIcE6vpg4lMhuxpXd42V+TgmxukAeHprc42JAinKwpJRs3XY9tbWrOGrScsLDR3bY7vW62LDxXFyuRqZOWYlW27/HURU8K4rSyU25ZXxoaWCDv9xXq8fD9/VWvqhtxuxwcUWykdNiIrq8GvVdvZW7d1Swo83BmLBgrko2cW6cocuJc6U2B6vqmslp8U2wym+z0ez2TX4aEqzjw6zMDqsD9oa7rg5vWxu6lP5f7U1Kyc355Vgcbp4YnkLsfv4sinIoVdidvLernhmxUYd8NUBFOVguVwPr1v8ZrTaCwanXoNPHoteZ0Otjqap6l8KdjzJ2zPOYTKf1d1NV8KwoSmeFbXaOW5/HacYIvBLWNFixeyUR2gDCNRoqHS5GhQWxIDWeP5siCRCCcruT+wor+bSmicHBOv6VkcSp3QTY3ZFSYnG6KWyzMyoseE+OpqIoivLHV1//I1uyr8brdXTaZjSewrixL/ZDqzpTwbOiKF26elsJn9Q0khwU6Ju1HxPJVEMYAvjA0sCTJWZ22hwMCw3i+Kgw3qyqQyC4KTWOa1JM+7UssqIoiqIAeDxtOBxmHI4anE4LDmcNLlcjycmXotcZ+7t5gAqeFUXpRqvbQ5XDRUaIvsurxx4p+djSyOMlu9jR5uCcWAP3pieSpFYdUxRFUf7A9hU8q/ulinIEC9VqyNxHKTWNEJwXF8WMWAN1LnefLoWsKIqiKAORuueqKEqPAoRQgbOiKIqioIJnRVEURVEURek1FTwriqIoiqIoSi+p4FlRFEVRFEVRekkFz4qiKIqiKIrSSyp4VhRFURRFUZReUsGzoiiKoiiKovSSCp4VRVEURVEUpZdU8KwoiqIoiqIovaSCZ0VRFEVRFEXpJRU8K4qiKIqiKEovCSllf7eh14QQNUDpYf4YI1B7mD9D2X+qXwYu1TcDk+qXgUn1y8Ck+mXg6q++SZVSmrra8LsKnvuCEGKjlHJSf7dD6Uj1y8Cl+mZgUv0yMKl+GZhUvwxcA7FvVNqGoiiKoiiKovSSCp4VRVEURVEUpZdU8NzZS/3dAKVLql8GLtU3A5Pql4FJ9cvApPpl4BpwfaNynhVFURRFURSll9SVZ0VRFEVRFEXpJRU8+wkhpgsh8oUQhUKIO/q7PUcyIUSKEGK1ECJHCLFdCHGj//loIcRXQogd/n+j+rutRyIhhEYIsUkIscL/eIgQYr1/7LwjhND1dxuPNEIIgxDifSFEnhAiVwgxTY2X/ieEWOA/hm0TQrwlhAhS46V/CCFeEUJYhBDb2j3X5RgRPk/7+yhbCDGh/1r+x9ZNvzzmP5ZlCyE+EEIY2m1b6O+XfCHE6f3SaFTwDPiCAeA54AxgJHCJEGJk/7bqiOYGbpFSjgSmAn/z98cdwCopZSawyv9Y6Xs3ArntHj8CPCGlzAAagL/2S6uObE8BX0gphwPj8PWPGi/9SAiRBPwdmCSlHA1ogFmo8dJfXgOm7/Vcd2PkDCDT/zUPeL6P2ngkeo3O/fIVMFpKORYoABYC+OOAWcAo/2sW+eO3PqeCZ5/JQKGUskhK6QTeBmb0c5uOWFLKainlr/7vrfgCgSR8ffK6f7fXgXP7pYFHMCFEMnAm8LL/sQBOAt7376L6pY8JISKB44HFAFJKp5SyETVeBgItECyE0AIhQDVqvPQLKeX3QP1eT3c3RmYAb0ifdYBBCJHQJw09wnTVL1LKL6WUbv/DdUCy//sZwNtSSoeUshgoxBe/9TkVPPskAeXtHlf4n1P6mRBiMJAFrAfipJTV/k27gLj+atcR7EngNsDrfxwDNLY70Kmx0/eGADXAq/50mpeFEKGo8dKvpJSVwP8DyvAFzU3AL6jxMpB0N0ZUTDBwXAl87v9+wPSLCp6VAUsIEQb8D7hJStncfpv0lYlRpWL6kBDiLMAipfylv9uidKAFJgDPSymzgFb2StFQ46Xv+fNnZ+A7uUkEQul8e1oZINQYGXiEEHfhS+Nc2t9t2ZsKnn0qgZR2j5P9zyn9RAgRiC9wXiqlXO5/2rz71pn/X0t/te8IdQxwjhCiBF9q00n4cm0N/tvSoMZOf6gAKqSU6/2P38cXTKvx0r9OAYqllDVSShewHN8YUuNl4OhujKiYoJ8JIeYCZwGz5W81lQdMv6jg2WcDkOmfBa3Dl5D+cT+36Yjlz6NdDORKKR9vt+lj4HL/95cDH/V1245kUsqFUspkKeVgfGPkGynlbGA1cKF/N9UvfUxKuQsoF0IM8z91MpCDGi/9rQyYKoQI8R/TdveLGi8DR3dj5GPgMn/VjalAU7v0DuUwE0JMx5ceeI6Usq3dpo+BWUIIvRBiCL4JnT/3SxvVIik+Qog/48vn1ACvSCn/3b8tOnIJIY4F1gBb+S239k58ec/vAoOAUuBiKeXeE0CUPiCEOAG4VUp5lhAiDd+V6GhgEzBHSunox+YdcYQQ4/FN4tQBRcAV+C6OqPHSj4QQ9wMz8d163gRchS9HU42XPiaEeAs4ATACZuBe4EO6GCP+k51n8aXZtAFXSCk39kOz//C66ZeFgB6o8++2Tko537//XfjyoN34Ujo/3/s9+4IKnhVFURRFURSll1TahqIoiqIoiqL0kgqeFUVRFEVRFKWXVPCsKIqiKIqiKL2kgmdFURRFURRF6SUVPCuKoiiKoihKL6ngWVEURVEURVF6SQXPiqIoiqIoitJLKnhWFEVRFEVRlF76/7UsogpzoBspAAAAAElFTkSuQmCC\n",
550 "text/plain": [
551 "<Figure size 864x360 with 1 Axes>"
552 ]
553 },
554 "metadata": {
555 "needs_background": "light"
556 },
557 "output_type": "display_data"
558 }
559 ],
560 "source": [
561 "av_cash.pct_change().plot(title='Returns using Cash (10 scenarios)', legend=False, figsize=(12,5))"
562 ]
563 },
564 {
565 "cell_type": "code",
566 "execution_count": 17,
567 "metadata": {},
568 "outputs": [
569 {
570 "data": {
571 "text/plain": [
572 "<AxesSubplot:title={'center':'Returns using ZC Bonds (10 scenarios)'}>"
573 ]
574 },
575 "execution_count": 17,
576 "metadata": {},
577 "output_type": "execute_result"
578 },
579 {
580 "data": {
581 "image/png": 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\n",
582 "text/plain": [
583 "<Figure size 864x360 with 1 Axes>"
584 ]
585 },
586 "metadata": {
587 "needs_background": "light"
588 },
589 "output_type": "display_data"
590 }
591 ],
592 "source": [
593 "av_zc_bonds.pct_change().plot(title='Returns using ZC Bonds (10 scenarios)', legend=False, figsize=(12,5))"
594 ]
595 },
596 {
597 "cell_type": "code",
598 "execution_count": 18,
599 "metadata": {},
600 "outputs": [
601 {
602 "data": {
603 "text/plain": [
604 "<AxesSubplot:title={'center':'Returns of Funding Ratio with Cash (10 scenarios)'}>"
605 ]
606 },
607 "execution_count": 18,
608 "metadata": {},
609 "output_type": "execute_result"
610 },
611 {
612 "data": {
613 "image/png": 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\n",
614 "text/plain": [
615 "<Figure size 864x360 with 1 Axes>"
616 ]
617 },
618 "metadata": {
619 "needs_background": "light"
620 },
621 "output_type": "display_data"
622 }
623 ],
624 "source": [
625 "(av_cash/liabilities).pct_change().plot(title='Returns of Funding Ratio with Cash (10 scenarios)', legend=False, figsize=(12,5))"
626 ]
627 },
628 {
629 "cell_type": "code",
630 "execution_count": 19,
631 "metadata": {},
632 "outputs": [
633 {
634 "data": {
635 "text/plain": [
636 "<AxesSubplot:title={'center':'Returns of Funding Ratio with ZC Bonds (10 scenarios)'}>"
637 ]
638 },
639 "execution_count": 19,
640 "metadata": {},
641 "output_type": "execute_result"
642 },
643 {
644 "data": {
645 "image/png": 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\n",
646 "text/plain": [
647 "<Figure size 864x360 with 1 Axes>"
648 ]
649 },
650 "metadata": {
651 "needs_background": "light"
652 },
653 "output_type": "display_data"
654 }
655 ],
656 "source": [
657 "(av_zc_bonds/liabilities).pct_change().plot(title='Returns of Funding Ratio with ZC Bonds (10 scenarios)', legend=False, figsize=(12,5))"
658 ]
659 },
660 {
661 "cell_type": "code",
662 "execution_count": 20,
663 "metadata": {},
664 "outputs": [
665 {
666 "data": {
667 "text/plain": [
668 "<AxesSubplot:title={'center':'Asset Values using ZC Bonds (10 scenarios)'}>"
669 ]
670 },
671 "execution_count": 20,
672 "metadata": {},
673 "output_type": "execute_result"
674 },
675 {
676 "data": {
677 "image/png": 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\n",
678 "text/plain": [
679 "<Figure size 864x360 with 1 Axes>"
680 ]
681 },
682 "metadata": {
683 "needs_background": "light"
684 },
685 "output_type": "display_data"
686 }
687 ],
688 "source": [
689 "av_zc_bonds.plot(title='Asset Values using ZC Bonds (10 scenarios)', legend=False, figsize=(12,5))"
690 ]
691 },
692 {
693 "cell_type": "code",
694 "execution_count": 21,
695 "metadata": {},
696 "outputs": [
697 {
698 "data": {
699 "text/plain": [
700 "<AxesSubplot:title={'center':'Funding Ratio with Cash (10 scenarios)'}>"
701 ]
702 },
703 "execution_count": 21,
704 "metadata": {},
705 "output_type": "execute_result"
706 },
707 {
708 "data": {
709 "image/png": 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\n",
710 "text/plain": [
711 "<Figure size 864x360 with 1 Axes>"
712 ]
713 },
714 "metadata": {
715 "needs_background": "light"
716 },
717 "output_type": "display_data"
718 }
719 ],
720 "source": [
721 "(av_cash/liabilities).plot(title='Funding Ratio with Cash (10 scenarios)', legend=False, figsize=(12,5))"
722 ]
723 },
724 {
725 "cell_type": "code",
726 "execution_count": 22,
727 "metadata": {},
728 "outputs": [
729 {
730 "data": {
731 "text/plain": [
732 "<AxesSubplot:title={'center':'Funding Ratio with ZC Bonds (10 scenarios)'}>"
733 ]
734 },
735 "execution_count": 22,
736 "metadata": {},
737 "output_type": "execute_result"
738 },
739 {
740 "data": {
741 "image/png": "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\n",
742 "text/plain": [
743 "<Figure size 864x360 with 1 Axes>"
744 ]
745 },
746 "metadata": {
747 "needs_background": "light"
748 },
749 "output_type": "display_data"
750 }
751 ],
752 "source": [
753 "(av_zc_bonds/liabilities).plot(title='Funding Ratio with ZC Bonds (10 scenarios)', legend=False, figsize=(12,5))"
754 ]
755 },
756 {
757 "cell_type": "markdown",
758 "metadata": {},
759 "source": [
760 "### Terminal Funding Ratios\n",
761 "\n",
762 "We can look at this in terms of Terminal Funding Ratios. Let's repeat this with a large number of simulations:"
763 ]
764 },
765 {
766 "cell_type": "code",
767 "execution_count": 23,
768 "metadata": {},
769 "outputs": [],
770 "source": [
771 "# my starting asset value today aka cash in hand\n",
772 "a_0 = 0.75\n",
773 "# simulate the next 10 years\n",
774 "rates, bond_prices = erk.cir(r_0=0.03, b=0.03, n_scenarios=10000)\n",
775 "# liabilities are going to change over time to match the payoff of the ZCB\n",
776 "liabilities = bond_prices\n",
777 "# today's zero coupon bond price is the present value of 1 dollar in 10 years\n",
778 "zc_0 = erk.pv(pd.Series(data=[1], index=[10]), 0.03)\n",
779 "# I can put my money in a zero coupon bond at today's price\n",
780 "n_bonds = a_0/zc_0\n",
781 "# and my asset value will grow based on the bond prices\n",
782 "av_zc_bonds = n_bonds*bond_prices\n",
783 "# how about if I invest in cash? It will grow at some rate of interest over time\n",
784 "av_cash = a_0*(rates/12+1).cumprod()"
785 ]
786 },
787 {
788 "cell_type": "code",
789 "execution_count": 24,
790 "metadata": {},
791 "outputs": [
792 {
793 "data": {
794 "text/plain": [
795 "<AxesSubplot:label='4ba67e5e-4eb1-4c82-b705-37d58da6c2b8'>"
796 ]
797 },
798 "execution_count": 24,
799 "metadata": {},
800 "output_type": "execute_result"
801 },
802 {
803 "data": {
804 "image/png": 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\n",
805 "text/plain": [
806 "<Figure size 864x360 with 2 Axes>"
807 ]
808 },
809 "metadata": {
810 "needs_background": "light"
811 },
812 "output_type": "display_data"
813 }
814 ],
815 "source": [
816 "tfr_cash = av_cash.iloc[-1]/liabilities.iloc[-1]\n",
817 "tfr_zc_bonds = av_zc_bonds.iloc[-1]/liabilities.iloc[-1]\n",
818 "ax = tfr_cash.plot.hist(label=\"Cash\", figsize=(12,5), bins=100, legend=True)\n",
819 "tfr_zc_bonds.plot.hist(ax=ax,label=\"ZC Bonds\", bins=100, secondary_y=True, legend=True)"
820 ]
821 },
822 {
823 "cell_type": "markdown",
824 "metadata": {},
825 "source": [
826 "### Conclusion\n",
827 "\n",
828 "As you can see, hedging a future liability with cash or even cash-like instruments can be very risky. Although Zero Coupon Bonds are nominally risky and can see a great deal of price fluctuation, they vary in price in tandem with the liabilities, resulting in a much better hedge.\n",
829 "\n",
830 "Of course, this makes two convenient assumptions that are often not true in practice. First, it assumes that zero coupon bonds with the perfect maturities are always available, and second, it assumes that you have the intial assets to be able to afford the hedge.\n",
831 "\n",
832 "We shall try and address these in future sections. We address the first by holding a portfolio of non zero coupon bonds that will behave like a zero coupon bond in the sense that it can be liquidated at a particular maturity for an amount that is immunized against changes in interest rates. We'll address the second issue by introducing a second building block to deliver the higher performance to try and close the gap between your current assets and the upside target."
833 ]
834 },
835 {
836 "cell_type": "code",
837 "execution_count": null,
838 "metadata": {},
839 "outputs": [],
840 "source": []
841 }
842 ],
843 "metadata": {
844 "kernelspec": {
845 "display_name": "Python 3",
846 "language": "python",
847 "name": "python3"
848 },
849 "language_info": {
850 "codemirror_mode": {
851 "name": "ipython",
852 "version": 3
853 },
854 "file_extension": ".py",
855 "mimetype": "text/x-python",
856 "name": "python",
857 "nbconvert_exporter": "python",
858 "pygments_lexer": "ipython3",
859 "version": "3.8.8"
860 }
861 },
862 "nbformat": 4,
863 "nbformat_minor": 2
864 }