The monolith, CBA is also a bellwether for the broader housing market, so worth analysing for investors with exposure to residential property, either direct or indirect such as Residential Mortgage Backed Securities (RMBS)
![brightonhouses brightonhouses](https://thewire.blob.core.windows.net/web/images/default-source/default-album/brightonhouses.png?sfvrsn=54ccb15a_0)
On 9 August 2018, Commonwealth Bank of Australia (CBA) released their results for fiscal 2018. CBA is the largest home lender in Australia, accounting for close to a quarter of all home loans. As such, and beyond the headline results - which have been covered considerably in the mainstream media - the results provide another indicator into the health of the residential mortgage market in Australia, including relevant securities such as residential mortgage backed securities (RMBS).
It should be noted that each RMBS is different, based on the composition of loans and the level of credit enhancement. As such, the themes stemming from the CBA results do not necessarily correlate to the future performance of any particularly RMBS.
CBA home loan arrears are edging higher, although the increase is gradual, and coming off a low base. They also remain considerably lower than levels witnessed with other lending classes, including credit cards and personal loans (see graph further below), highlighting the relatively low risk nature of home loan lending. The current rise in arrears has also yet to translate into higher losses. Credit conditions are tighter and households are facing a confluence of rising living costs, low income growth, and increasing mortgage repayments. Nevertheless, a backdrop of very low interest rates and low unemployment, for now, should see credit losses remain very low in the foreseeable future. We believe the low level of credit losses observed with CBA (see graph further below) will be largely mirrored in the performance of Australian RMBS.
Home loan arrears edged higher but losses remain very low
Consistent with the recent trend across the industry, home loan arrears edged higher in the year ended 30 June 2018 (FY18), with loans 90-days past due up to 70 basis points (bps) from 60bps in the prior corresponding period (pcp, year end June 30, 2017). We note the graph below displaying home loan arrears includes the New Zealand business; we estimate the arrears on the Australian business at between 75bps and 80bps in FY18, up from between 65bps and 70ps in the pcp. Housing arrears continue to track considerably lower than other lending classes including credit cards and personal loans (see graph below), highlighting the lower risk nature of home loan lending. Crucially, the loss rate within the home loan portfolio remained very low at 3bps, unchanged in recent years, and appears set to remain that way in the near term.
![](data:image/png;base64,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)
Source: Commonwealth Bank of Australia
CBA attributed the increase in arrears to pockets of stress. In particular, it highlighted rising essential costs and limited income growth, as well as some households switching to principal and interest repayments, from interest only (see further below). Western Australia and the Northern Territory remain the worst performers, although the general trend across all states is a gradual deterioration (see graph below). Note that CBA is likely to have a relatively higher exposure to Western Australia as the owner of Bankwest.
![](data:image/png;base64,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)
Source: Commonwealth Bank of Australia
The fall in arrears to around 50bps in recent years was unlikely to prove sustainable and some revision to the mean should be expected. The financial pressures on household budgets (re: rising costs and low income growth) as well as recent loan repricing has undermined two key factors underpinning the strong performance in housing since 2013 -low unemployment and historically low interest rates. We see these and other pressures (see below) prevailing in the foreseeable future, suggesting housing arrears will drift higher. However, they are yet to meaningfully transition to higher loss rates, and we see this remaining the case in the near term.
More home loans are switching to principal and interest terms, from interest only
Demand for credit (and as such, house prices) has drifted lower over the last 18 months. We attribute much of the slowdown to the imposition of limits on the level of interest only loans Australian banks can underwrite. Interest-only loans have been popular with Australian investors for their tax benefits, but increasingly for owner occupiers. The general practice in Australia is for banks to assess the creditworthiness of an interest only borrower on principal and interest terms. This suggests that if a borrower transitions to principal and interest terms, they should be able to adjust to a higher level of repayments, all else being equal. In any event, the popularity of interest only loans, which reached close to 50% of housing credit demand in 2015, has underpinned a significant rise in household leverage and house prices between 2013 and 2017.
For CBA, the level of interest only lending on its balance sheet decreased to 30%, from 39% in FY17. This is a significant adjustment in a short period of time. Around 8% of CBA’s loan book shifted to principal and interest repayments, from interest only, in FY18, with a further 15% set to assess their position over the next two years (see graph below). Although not all 15% will necessarily revert to principal and interest--particularly investors who are incentivised to remain on interest only terms, pricing and policy measures are likely to encourage a large proportion to do so.
Interest only loans and conversion to P&I
![](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAA7sAAAEYCAYAAACdjeGfAAAgAElEQVR4AeydBZhVVReGv+kipREwUARBEJMSRKQsQEQUC1tB/LFAVBRbDExUVFTswkYUFUTKQEqQUlIlpGuAYeb+z7vv7OuZywzlUDNrPc9w7z1n53cOe+1vrbX3jgmFQiGZGAKGgCFgCBgChoAhYAgYAoaAIWAIGAIFCIHYAtQX64ohYAgYAoaAIWAIGAKGgCFgCBgChoAh4BAwsmsvgiFgCBgChoAhYAgYAoaAIWAIGAKGQIFDwMhugXuk1iFDwBAwBAwBQ8AQMAQMAUPAEDAEDAEju/YOGAKGgCFgCBgChoAhYAgYAoaAIWAIFDgEjOwWuEdqHTIEDAFDwBAwBAwBQ8AQMAQMAUPAEDCya++AIWAIGAKGgCFgCBgChoAhYAgYAoZAgUPAyG6Be6TWIUPAEDAEDAFDwBAwBAwBQ8AQMAQMASO79g4YAoaAIWAIGAKGgCFgCBgChoAhYAgUOASM7Ba4R2odMgQMAUPAEDAEDAFDwBAwBAwBQ8AQMLJr74AhYAgYAoaAIWAIGAKGgCFgCBgChkCBQ8DIboF7pNYhQ6BgIRAKhbbq0Ndff62lS5dudf2/XsitrugyH330UbVq1Uq///579C37bQgYAoaAIWAIGAKGgCGwDyEQvw+1xZqymxBYu3atPvjgA/3111+KiYnJUUtWVpZKly6tE044Qccee2yOezvyY/PmzXr//fc1e/ZsHX300Wrbtu2OZNtn06xfv15vv/22Fi1apNjYWIfXFVdcobJly0bavHLlStdnyBZ4guHFF1+sgw46KJLGvuREABI5YcIEVa1aVSVKlMh5M5dfvLMDBgxQhQoVdO655yohIcGlmjJlioYMGaJ7771X7dq1U/fu3XX88cfnUsKuXVq8eLFeeeUVVa9eXWeffXaOQjIyMvTmm2/q9ttvV9GiRbVx48Yc9+2HIWAIGAKGgCFgCBgC+YXA9OnTNXfuXDVr1kxJSUn5VWzhKydkUuAR+Pvvv0O1a9fGPZbnX/ny5UPPPvvsTmOxYcOGUIMGDVy5Z5111k7n39cy/PPPP6Fq1arlwOnFF1/M0cwxY8aE4uLicqQZNmxYjjT2418EZsyYETr//PNDp556amjhwoX/3tjGtz59+jh8e/ToEUn1+uuvhypXrpwD91KlSoWeeeaZSJr/+oXnX6tWrVBaWlpo4sSJkeLWr18fuvnmm13dJUuWDFWvXj00derUyH37YggYAoaAIWAIGAKGQH4hsHjx4tChhx4aOvDAA0NLly7Nr2ILZTkWxlwI7Bt4H1NTU11P8T6edtppLgyTz3r16iktLU14tHr16qUffvhhpxHxZaekpOx03n0tA1iBR1C+/PLL4E/noczMzMxxLT7egiRyABL48cYbbzhv+apVq7bCNpAs8pXw4Oeee04HHHCAzj//fHf9119/1TXXXKOFCxeqePHi7n3GQ7x8+XL16NFDI0eOjOT/L1+IcrjggguEh//hhx+OFIWn+e+//3ZeXyys5tWNQGNfDAFDoBAgsGXLFqELr732WjVq1EgNGjTQ6aefLpZ1zJs3b5cQIIKqQ4cOrqzXX399l8rYmUwvvviiq+vUU08VUUI7K999951OOukknXzyyfrll192Nnuu6YkM6927t2vXRRddJCLHchOi6G644QaX7uqrr3Y6KpiO+1999ZW6dOni2sjzYY5HFBRRVTsqtGfEiBEaOnTojmYptOmIliSaEazfe++9fMOB+SXPsmHDhpozZ47KlSu3VVRmvlVWSAqyGXohedB+LSL/MVFOXvhP9eGHH+ryyy/X6tWrNXHiREeA/X3Ck3/88Uf9+eefSk5OVs2aNVW/fn0VKVLEJ8nzkzDfsWPHurWN1HPYYYfpxBNPVKVKlSJ5Ro8e7cqnXJTI999/r5kzZzpSBBE/6qijImn9FxTruHHjXKgxxPTII490bfahrj7djBkz9NNPP2nZsmUqX768jjnmGBee6u9v77NixYpO8dD/JUuWuAEHhULdhDijFPISiBH5aCuhJ/SDATEuLs5loY8oE34TjhvEhGcADuTjedF2hL6gtDZt2qRDDz3Uhe/6ezzfTz/9VH/88Ydq167tQsrBlt9VqlRRy5YtVaxYMUfYGEQhbzVq1HChMfQlKP6ZYwA58MADXXk8Hy8o48GDB2vdunXq2LGjU7qjRo0SZBZjCmQQQgphZHL07bffuqw8h6eeeso9LyY4eQmTHvCmHELjEfpOefSb9/fmm2/WJZdc4owz4EifmjRpovnz57u2YXghDBllhAEHIwb3eVfACmUOgYYwU08Q/+bNm+uRRx7R559/7uolxL9MmTKO6CYmJro+MfEzMQQMAUOgMCCAce+2227TM888I5ZzBOWLL77Q888/r4EDB7oxNnhve9/T09OF7mC8Zx+E3S0YUtHf6AP01c4K7USvIitWrNjZ7Hmmh3jTLnQuc4zchPkGBJt04BbUQf/884+uu+46N5cLXqcc9ONjjz2mO++8U127dt1mKCzP+f7779cTTzzhjMitW7fOrSl2LRsB5lGffPKJ+5Wf7y8Et1u3bs7gjzOJOZ/Jf0SgUPqzC1mnFy1aFDrxxBO3Cgv1MMyePTt0wAEHuPsvv/yyvxx6//33Q1WrVnXXixYt6j4JhW7fvn0kHJUwZsJTud6xY8dIXkI8GzVq5K4nJydH8h533HEhwoC93HLLLe5e3bp1Qx06dIiko7wKFSq4Nvi0fH722WdbhWQnJCSEunbtGlq9enUk6TvvvBM65JBDcpTH7+effz6SJrcvy5YtC9EW6m/SpEnohBNOCFH+p59+6pITEk7o7FFHHRU65phjIuUPHz48Uhxt9HhTjv+78MILQ3PmzHHpfv3115DH9JFHHonk5csFF1zg8hx99NEh2kMI7W233RZKSUmJlEWZhI97LLOyskItW7Z09wnDpe2+Xj5vuOGG0IgRI0LHH3985Dqh2HfffXeOuunn4YcfHklD3kqVKoWefvrpEHUgM2fODJUuXdqlueKKKyLviK+vdevWIcJvli9fHqpZs2aOskhz2GGH5agz+IP+euweeOCByK2BAwe6cugb79bBBx8ceu2110Jz584NvfLKK6Eff/zRpQV73w7eU0KO/e8qVaqERo4cGbrrrrtyhKHXq1cvNGvWrEhd4O3b0KtXr8h1/4VyCae2MGaPiH0aAoZAQUbgk08+CSUmJrqxFB3OuMhSk4suusgt+WCM5fratWt3CgbGbz/H6Nu3707l3ZXEjP20tVixYqHRo0fvdBGDBw8OxcfHh5jTBHX+ThcUleG8885z7WJesWTJkqi74Z/p6ekRHd+wYcPIfGfVqlU55k4sWWPJDc/nkksuCZUoUcKVjb4fMGBArmX7i9RNyCwYPf744/6yfeaBwMqVK0MvvPBC6LHHHgv98ssveaTa+cuELDOHZQ512mmnuaV1LLEy2XUE8HKYFHAEgmSXQZX/lJCDn3/+OfTtt9+Gzj33XEfojj322BDEF4GUQQ4Y9O6///4Q5OzRRx91Az3XnnvuOZeOATia7HINQkA61mpOmjTJkUVfHm3wcvvtt7t0MTEx7pPBHkJDXv4gS2vWrHHJaTcEmOsQRQiJH5i5ds8997h0KLHixYu7dKxFRjH4dKzF/Prrr331W30GyW7Tpk1DN910kysHsogMHTrU/YbkXXvtte47dXvF9/3330eIIJMDCDHrO0nDH1h70ujJffPmzSOThHnz5kXI5r333uvqhAz7/EcccUQIckY/uAYh9sqxTZs2kXTcI53HnLZA/IoUKeImJZ44g49/5uDrFSOEHsLs18iiKJnwIKQ/6KCDInUxccCw4fNSN+SUic91110XwYNnhiHh6quvduXk9s93333n3kUMDMHnxPvqjSaQfL7ntlZ3yJAhkXbRDvoPDkxQ+F2uXDlXfp06dXL04c4778zRnMsvv9yl591et25djntGdnPAYT8MAUOggCNw3333ufGQMTx6Us++CugAdEL0vfHjxztDdLNmzdw8AeN20EgYJLuQq2nTpoWuvPLKEOm7dOkSmjBhwlbIsgcEepmxuUWLFiHaRjnR8vvvvztSTlnoWvbVgKSjB4Jk95tvvnH1tW3bNkQeL9RNXozIfv+GDz/8ME+y+9FHH4U6derk8mDYfuutt0KbNm3yxUU+f/rpJ6cDKRtdOG7cOJePdu0M2fWGhTfffNP1ifzgwRwiKOhRjMPcR58vWLAgeDvynbkgOt/PDTBK08bPP//cpdm8eXOIfTPatWvnrl922WXO+eDnMyQCP/LwbN59991Q9+7d3W8M15TPvTPPPDP0ww8/OJLIb+Y/b7zxhquD+RfzOK4zT+TZ7IhADiGc1Msf7xk4e6HtPXv2dP0DI94hBKM87wb9vuaaa0KkIx/1M58aO3asM/RTJteYiwXnA+TH0UJbv/jiC1fmH3/84ea/9OvVV1919ZL30ksvjbwfOA+CwhyOOccpp5ySwyFDXdTNPjJGdoOI7fx3I7s7j9l+lwOyW79+fTfYxcbGhpKSkpyVFgIEqWAQxHsHUfMyefLk0MUXXxyCjHphIPKeMhQMsnHjRvefkTK8ZxcPK+SQwSOohPgPTzosVZmZmS7/HXfcEWkXShNiizWLAZW0qampETJ31VVXuWuQKpQOgz1EGosyg7gnpJ07d3bpIIK//fZbCPKNNxKCQ5nc9/X7vvnPINmFJOPdZvA/6aST3ECIh5Uy+vXrF7r11lvdd37jMUSwpPIbT/nHH38c6c/111/vroM9hBmhD6SljwyqCJ51rtHH6dOnO2XpN8xisGTww5uOIvGEftCgQS6vJ7sQU4wRpEVZQFwpE0MBhgAw7t27t7vG84RgIuBHOupj0sKz5flhBOE6ChzcuOaVJ95yjCbURb/oH2nBBiUI9kxauIZXGWXItbyEzcBIS994Zl4oC8wh69znj+8oTry5flIRJLs8M9593pOzzz47kg9FCAZMurwxgHcrKHgZqAOvQ7AdpDGyG0TKvhsChkBBR+Cll15y4yHzBwzYjLnoVnQRwpiO7kRneEGXed3jx2w+iRzy+g5d4j276C9vlPbp2ZwHAuwFfRYdseXLDM5fGNshjr4c/+mNt+gX79n1Ope+Bcn6l19+GcnvN6DMjezSd3SK93z7utDDRGl5Yz19IHLKG+x9OtpSsWJFV9fOkF2wRy9CsCkLXR7EymPGJ7rT10dEVG6C19enCX4+8cQToYyMjBAGfjAK3kPf03evf8HP3y9TpkzkO9FezKX8vehnyDyUOWWrVq0iaUjL++DnJ7m1mWvMKXwUoS+fT949DA4IOEGo/X30PXMZjNz+GnMP0n3wwQeRa9HtJC14e0MDEWF+HuYjEzCSeIOBj5gk35FHHulIMd9xgAT/r/B++XZgNPHCXNrIrkfjv33amt3/GAa+v2VnIyXWALD+g7WarDlAWH/y7LPPujWarItk3eegQYPcOt7hw4dr6tSpbv0i6zSR6HWe7mL2P6wN7devn6tj/Pjxbs0ma1JYI4n4davBPCzAZx0mR7ogbADx0UcfubU1tJk1v6xzRVhjyTpXpE6dOnrppZfEWkrWoG7YsEGTJ09292jrk08+6b6z3tiv0Zk1a5bbYMhvrOUS5PIPa5Mok3WxtJ++sJaW9rCGNXjOK/WvWbNGP//8syupTZs24s8Lm3rQHzZYYo0H6zvoI+uYWUdEPo7Q8RstsbaZ42/8mmPKYQ0yx96wfoM1O37N8KRJk9zRR74u1uiec845bt0za1RZP8tGTqzbZcMDxB8zBa7+Wfq6WTPEu8Aa6OA7wlpe1vTw/PwacNbsHnfcca5M2szRQr/99pv7zboocPcbl4Eba2S5lpewJgqhbtZMe6EsNucA91dffVWfffaZWzPMJ+uC2XiENbyk83LeeedF1juzZpq16QjHRPGeURYbUi1YsCCCgc/r1/DSnui1Wawd5lmDnYkhYAgYAgUdAdZuslcH60U5mo8/juNjPwOut2jRIqIHwIL5wi233OL0DvMJ9p5gzwY2K0SPoOtZS8q+FF7/oBcpi3GbfSuYd7B2kTXB6DH2FLn11lvdMSyUiY5DV3388ceuTNYUf/PNN65MNmXy8w10ba1atZz+ZoMpJKgn0N0IejI4N0FfIegi/91dyP7Hl0H7WBOLPmbDLuZOzDHQNxxVx2ZebK7IXhf33HOP22sEndi+fXu3Dwj7TYDXzgq4Md8BK4T5Avo3N2FDLi9eP/vf/pNnyeZWb731lpsrsccF19hLhX4wz6JOcD/88MMdnpx3zxyL/VXYIyOIH+uImQNVq1bNPVN+e2FvDTaCZC8M5plg06dPH5UsWdKtVWXjMt4H9txgLxLakpfw3FlHzRyS+tjYkmfCnI17tO2QQw5x+4uwj8rTTz/t3hnqZt6AXH/99eKISSTYB4788e8P7w5zQPDhPWWNNHgw3+Xd9McCkZ93iTkacwf2APHHcjLf5r1gLxfWqvNc/B4i1M0cMPisXIPsn3xBwMhuvsC47xfiiRED7E033eT+g/nBks16HnjgAb3zzjtuoOjfv78jVOxGC0GDZPEfd2eEAYEddRlYo8lCbuWgcEqVKhW5RdsQFArfIRZ+kT4EJSgQXi8MOj4d3xkE/YYP5ENBM1BDhLdHdknPIAkx5JxiBkaUGJswQZ4YUL3QThSP7ysKLygMfgzGkF0GcISBHcV+3333OcV/yimnRDZz8rsQM0Hw7ScfxI5nyYAKEWczCgbtIGll8PXPm7yemAZJZnCTEa+0PXmHzI0ZM8aVQV6IIUoPLDy2vswgIaUNfuLgy6SfnhSSJ1hvEB//3T93fvs+kA+DAO1i4sBGYygKlCWYs6EVZ+N26tQpR/2eZFNWcNOO4HVfh6/ff/rrtCfYF+7ffffdTjkffPDBPrl9GgKGgCFQYBFgnIeUPP74426yj25FX7CJH38QHib/GGMZMyGdGFjRscwDIMMIuon5BKQEAsk463UJOhNig96FDECy2BiTPwRdDoGhzLvuuiti4D3iiCPcDtFs3gRpRD9DyhE2QmTjLHQYbUZncE67r9Ml2sV/PCnyOhmjL3Wh56kLwzB1QeohuxAl2o9A9iG+yJVXXulOHfCk1V3cgX/QS+hjjLUIes3rrejswQ1Ffbuj00DIHnroIUFgcQyAHRtaIZBgBDJPH3mOEFIM6BgVmAtFk10IITsU+zlBcL6EkRzDB8LccsCAAU5HMw+FdHKNORYbbKL38xLIqN8AkzayqzW44BBhDsV7RH+uuuoq974x98W4wDyOjbgQ3juMKLkJ7aS/bIRKHt4fniNt92Q3t3z+GkYW5o7ghYArOOPEoB0QW94Vv8kV/y+Cz4r3FCzAID/eWd+uwvhpZLeQPXUm6N6r57sOgcBbhhUVJQVhQ4Gxex/CAIc3DMshVipPinx+/+lJAYMBAzhEhIEExXTGGWe4gRPFkJvwHxlC4gfG4H9sBvCgdZWdjoPCgEabIbEQOt8OBmIIKmTLK1bIH/e3R3QpnzT8YVVkwMIYwMCD9a1ChQpbDUqkxXPJjoreu+zbCblG+SNBksTghlUY8kZbUex4Fb11D2uh70/Pnj0drig48AAv/phc8OcxC04gfP185qUIfRqPSdOmTR15pDzqAT9IKvmZNHhCT74giSS9b4MvM/iJkvXWz+D14Pdgft9vPlE4L7zwgs4880ynpLjGBAoCDtnl3eV9CyryvPqb1/VgO3zdufUJ4m9iCBgChkBhQgD9SsQPRA0PGVFO7HSPIZI5AUSFuQXH3fhjeRgrmV94Qdehg/2Ennx+zG/cuLEjuqSF8EKw0Yfeq0oEE3n5g4RBIBmnvTEV3Qw5ojwfsUZb0FkIBmf0LQR0R3RAUJf49gc/uY/+8ySV9uHFpH3oTd8GsKBNGKu5h+cRYugFsk7ElS/HX9+RT9oAkYIMoaOZB+Qm1OvF4+V/Bz/R7f6+J5lBg8OwYcPc/IS60OUQNQRvPZgGMcMj6udzwTp4ZswjvfgTJbju5z0Qd//c8uoT+cHct7Nv377uuEDfDh+FiHHFC4YQjAxEgTGPor2QXuZz0UK9zH39UZQ8W07UYH7Ls8RTHexvMH/wnfZEl/vMD3FqQHb5/0MbcQjxx/wrevdr3n0IM/8feKdMdh0BI7u7jt1+mZMBmIGPQdorChSWH7TwrjKQYUVFILhYnfhPzX9w79kjb15CeZ544HHDE4dg6UTIu638LlHgHwZf0vOfnnYx2Lz77rtOcUF8GbjwRGIRxIpct25dTZs2zSliSCQDKwoZKyOEE8USVDaBqnJ89YO+D9NFmSLea+tDXbkGZgxqKHcGVyzUEGSULQqEsG6skIi3cvMdfBn8UMB41BEUslcAeK0ZiHlueNkh8IQqEXKMxZLneOGFFzps/ADrCtmJf7ziR9FgvQQzQnaoi2eOl56BHUstIUw7K758cMCzTTtR+LmJH9BJEyTSKBpCnXiGYIZgVPChUUyMMHT4Z5Zb2TtzzbcZZe3btDP5La0hYAgYAgUBAfQ2y0UYvzH0os8JI/bRRxiB//e//0U8veg8r+ujx2TG09wIEDix/MYL+jRan3ENgbRCpLzhlPHZf0dXUrfXA9F1oaOZS0SXTblcDxIrT5Z8m/L69HMiQq3BBt1BWbQJsuI9rj4d16JJUjDaKK96oq9TD0QMDyheVog+zyg34hYMkwa/nRHaTX8Q6mIe5vtIu8GMOQmYB3Hdlt705VGmf65898+N78Gy+J2bkNfnwViCV5184OsdH7yzQQEzjz/Pws99g2n89+g+kN5LEBd/LfozOj/3mXtyBCPPBE8/BgSE+Zef2/hyaCvHepn8dwT+fXL/vSwrYR9GwA8cnI+KFcmTXQYtwlD8elaIFlYkT0YgFJAsLGIPPvhgZGDwAzddpozgpx9sGYTwEKNwIEw+tMiTbQYC3y4/YHkIg9f9d0JRWO/AwM65wAwCfPdreb0llfWxEHQI7rnnnusUEGtEUAaIJ6++rujP6P7giYXYYuGkzd4zHmyzH7A57B3vOCQcEsp6ERSQXz9E2DKK2gsWbkglZJfyGISx7vnBmGcBie/Ro4crF+LORANrMc8MrPGiI9Ht9nX4dvr7XPeYcs/fB1PWYoEp7URx0w+stghrdnxen8eX424E2hC87icc06dPd2FAGAtYA5SbeK837xd4E+qNgBm4029ClVA6eAl8lMFFF13kJhf+vaT+YBuC34P1ekz8p7/H+4JUrlw5Ynjw9+zTEDAEDIHCggC6jbPN8UZBdsaOHRvxzIIB+gtjI2OxH3/RUQh6DwOz99JRBl5hvL0YcoPkMnoMjsaX5ToIOviOO+5wpCs6Db+Z36BX2VcBzx/LW7xgxEUXeP3KdV8vcyKM9F4wmG9LfDkQLPqJ7sK4n5cwp6K/zAfw4oIlgmfShzfnlTe36+hgCB2RZxAmdDXnIPvwXJ8HI7Ffm4ouJnJrR8QTO5Z++e+ElmO4z0uCHmSPa25p87qXl57OrQyu8U7wLHlHO3fu7Nbl5pWW62DEem7/nHlfmU8wJ8TDHhTaEjQSgDdzEgTcqZu50rYkt34yr8Ihg4OG+Rb/nxDmfT66bltl2r1dQyD3mIddK8ty7QcI8J+TjR8IocA7iBcP0kR4BR5SiCKDB+QBixj3IG2s9YWssAkRMmHCBDfAMHj7Acp/4rnE6otlkxBmlCFk1+eFnBJ6jPg87kfgn9yuM0AQyspaVRQEiouysFSyvgTyQ9sJNcFyBhGk/fQXoou3FILsLdKB6iJfqdfX7T9RUj50le+eLPv7kcySqxvFQltRnmCMIgTfSy+91HlvveLw+bCE+40l8J7yF5Tu3bu70DG87n6NCv3CwopVnbzBtuzI92D5/juDMJs3YNjAcEDbIbooOyY7KBMkr/KD94JpGMSZDCHemulDj9zFwD9YNpk8cB8vsxfyo8jBFQWCkiJ0GSxRVn5ziWC9O/vd18UnkyQEj7I33gTv23dDwBAwBAoDAhBHH9GDLsO4iuEa3YCOYONATwzRIYjfUIjIIPY4gNxhqCQtmwGdddZZzhjtQ0R3BEeIFsZf9rHAkwxJQP8Tzsw4DYGGcKND+I1gVH355ZddW9HL6Esk6Fn0+hidx/yCfhGV5Te3DKZ1mbP/gfxwj40mEdakEiKL3mKdLvMdCDDh3QjzBpbdMC9g7TMElbrYswMD+c6KNzj7DaPI/8gjjzg8iK6jbIz+GK5ZH4owx4v2dAbrRbf6ciHg6EEi2nzYMfgwR6Bslg9hgGb+4b2PeWEVrCM/v2Mw8YYVlt3RX9rGvBPyyhzJO1molzXJGFwOPPBA3Xjjjc4zzpyK9L7fvn3MH+gvRn7KhOQT4YBgMGB+mxuZ9fnz+vTza+5TPv83wDDoBMkrr13fdQTMs7vr2O03OVFWLKbHWxUdVsF/VkJ78LZBsvzAz061eIEZwPHuEmLE+gUsW3ghyYM1DQsXHlc8mPwhWHEZIPASo4xIy39krhOGSniQHxQhxtQJoWAQ8EKoMUqSPLTfC2UyWLMpARszoCxZ8E/6YN8gZig/Nt9iR11IKmEiXgn68qI/saxBLiFSlMuAhzW0W7dubvdePLyQQQRSjbcbaya7KnuBvIIFbcS7TP9IC75BS7ZPz0CHwkO5MEmgrUGhXygxvNQYKSB6KE3CnyGGXugzCpU2eks6ntFevXq5cGTa4IXnzcDPgO2VBffYgIF2MonBCsrkAmxRGl64hmUdiz0TEC88CxQIocqEFHmhnXj4KROFguHAe3t9Gv/JujAmCYSBs+4ZI4sXMOV9ZMJCPRgt2FjCW8hJx0SHXR0Jr/IGCq5jcOHZgqX3EHCdcnhGwXVlvJ8+CoCJTG7PzLfJPg0BQ8AQKMgIoKvZswN9Bmli/PWkMdhvxlg29EEY/yFZpGM/EP6Cgt5H7zC38IQhaJwkbfR1dBZzDcgjBmz+guKj0hivicI6+WsAACAASURBVISC5KDDiFiKFvSQrw+dSQQPegtizB9COegpyKlPyyft4o/rCHqIuRKkBdLEnxfmPl5HorMxeKM7IZHgFS2+z9HX/W9/339ynTkNhuDLLrvM6Xk2e+IvWjA6szvxtvQZetPPtwYNGuQ2JaMs8rFsCicFxoqgQCqD+tPf85hF/+Z68J7/7j99et/H6Ov+Pp/MldgUDWM3RgZ2/Q4KhgDCyxHmDh4X5lI4RzCqc415KYSed8XjwydzHB8558tlLsx8GqFtubUzt2s+P5/MiXCA4LRAeEd8VFswnX3PRwT+28lFltsQMAQMgfxFwJ/317hxY3e2cXTpnFvYoEGDUPA8uug0/+U3h8oXLVo0VLZs2dDChQv/S1GW1xAwBAyBAoEAZ+L26tUrVKNGjciZoMz3Oc/+xhtv3GqsXLJkiUvvz7YlLWe4c1Y995A5c+ZEzjq///77IzitWLEiVLduXVdP9+7dI9c5m5TzWDmrl/L4oz0PPvjgVue3c54sZ5v6dJy1ft1117nfnA87atSoSLmcx+rPk+d8XM78feyxx5wOIP+3337r0vozWEnDmb9epkyZEurYsWOoWLFirnzO3G3ZsuVWZ8SuX7/etdWfJ5yWlha6+eabQ23btnX5OH918eLFvtgcn5zn26xZM5fuxBNPDHEGa1A4775r1645ng/taNiwYejee+8N/fPPP8HkuX7n7Flw8+fPp6amhjiHGPnxxx/dufb+PGHOkqXPv/76a6SsiRMnuvaB2d133x25zhfOZvbPgjNtvfTs2TNynXNrvfhnx5m42xPO0K1Xr16kHM4y5r1Zvny5y7pgwQJ3ti31H3PMMaFFixa562Dtz2Mmz7x580JDhw515dDPG264IXTxxRdHygXLMWPGRJoze/bsUPny5d19zjJGJk2aFPLn63bp0iWSNvhly5Yt7txi2sO7+MUXXwRv2/fdgEAMZeYjd7aiDAFDwBD4TwiwpgkvLp57PPPRYd1Y5QnHxzLqrdD/qcKozIRF42ln92u83yaGgCFgCBgCYQSI7sLjxThMNBbLXLa11IMoKTxYeIhZihPciIqoKEJEiVYitNRHKlE211lbyTXuBQXdQBuYvlJ/cLPIYDraSmgz7fRRXWwgSVuIxgrqD7zMeILx5uJl4x5h20SwEXFEtBT9IOyV/ERk+Qgq6mRjLDyftJky8BbntRkUkUNsjIQnlWVZhGbTJ35Tl4+wC/YFbyFYshaZtlF/MBrOpw0+HyK3wI9orJ0R/8xoD9jjoUYI9SZCkOdGVB/eeT69EPLMcjeEpUd+o01+018fMUV0nD9qEszBHiGikDYjlEN5RGKB5faE50zYPO8EuIOPF9pNqD3PhTb5ZVXcB3d/xCNeYJbHESUAtiy/w1tMW3gnaUcwMoz3lvcUPHgHeRdpM9FivDfbajtRZYSz816yLHBnQvp9v+xzxxEwsrvjWFlKQ8AQ2EMIcI4dIV+ETxEW5kOLdnf1KD0UHcoXoh2cmO3uuq18Q8AQMAQMAUPAENh7CHz88cdq166dm3MQ0s465/wSltSxZhgyzEZZbB52yy23uCOT8qsOKyd3BGzNbu642FVDwBDYiwiwpgZLJxbpPRl8gsWeTVSwChvR3YsvgFVtCBgChoAhYAjsYQT8els+8ebmp7CHDZ5iXwcREayHN9n9CBjZ3f0YWw2GgCGwkwgQboR1dU8LoVV+59E9XbfVZwgYAoaAIWAIGAJ7DwHCspkHEE2W30cBEaLOZlScSkHINptrBTf/3Hu9Lvg1WxhzwX/G1kNDwBAwBAwBQ8AQMAQMAUPAENgGAhkZnLe83qVISUlVYmLCNlLv/C12gGYn76SkZCUnh9cn73wplmNnETCyu7OIWXpDwBAwBAwBQ8AQMAQMAUPAEDAEDIF9HgELY94Tjyi0RcraKMXsicqsDkPAECg8CMRIsamywaXwPHHraSFDYPMCaf7VhazT1l1DwBDYrQhkSSrbWSoZPht7t9a1DxRuZHdPPITVn0hzukqG9p5A2+owBAoHAhwaF1dUqv6jFH9A4eiz9dIQKGwIZK6WVn4ZPlXWDOaF7elbfw2B3YNAhqSiJ0gld0/x+1qpRr/2xBPJXC9tWiLl78Zue6LlVochYAjsqwhAdhNWyQaWffUBWbsMgXxAICZWipWR3XyA0oowBAyBbATiJMUmFho4jOzukUcdCiuqPVKXVWIIGAKFBgGWSJgYAoZAAUYAshtvZLcAP2HrmiGwxxHAgFaIwk2N7O6JNyy+lFSkZmF6r/YEqlaHIVC4EXBhzEWkGBvGC/eLYL0v0AgkHSbVnFWgu2idMwQMgb2AQHwhiWFmV5NQKMSUycQQMAQMAUPAEDAEDAFDwBAwBAwBQ8AQKDAIOEd2gemNdcQQMAQMAUPAEDAEDAFDwBAwBAwBQ8AQYHmyoWAIGAKGgCFgCBgChoAhYAgYAoaAIWAIFDQEjOwWtCdq/TEEDAFDwBAwBAwBQ8AQMAQMAUPAEDDPrr0D+Y/AvrYMfG+0hzr937YQ3pE028u/rft2b/ci8F+f3+5tnZVuCBgChoAhsDcRQEfsi2K6a198Ktam3YWAeXZ3F7L/odxXXnlFN95443ZLWLt2rd59913Nmzdvu2n/a4ItW7botdde0+zZs3MtivtvvPGGWrVqpbZt2+qcc87Rp59+6ghfrhkCF7///ntdcMEF2rBhQ+Dq9r9+88036tWrl0vYo0cPvfrqq5FMWVlZeuutt3T66ae79tCujz76SLQTmTFjhm655RatWbMmkif4BUzBdt26dcHL2/zO8+jatatatGjh6gSHNm3a6Oabb1Z6evpWeVE2jz32WI52b5VoGxfmzp2r7t27i89dkc2bN7v37O23396V7NvNM27cOF1yySVatGhRjrRgf+GFF2rmzJk5rkf/yMzMdM9w/Pjx0bd2y+8xY8boq6++yrPsDz/8UE899ZQWL14cead4xvyddtpp7l5GBie1h4V2N2vWTC1bttTnn38u3kkv999/vx555BH3880333Tf99VJkW+zfRoChoAhUFAQGDFihO644w7XHT93ufzyy7Vs2TJ3jbH8gQce0E8//bRLXZ4wYYKaN2+us88+O1ImBTEH+fjjj7dbLvpg8ODBGjly5DbrJ92tt96ql19+eat0zzzzjOtjULdMmTLFtQu9ddZZZ6lfv35av379Vnm5MGzYMF155ZVauXJlrvf3xEXmYN26ddPEiRP3RHVWRwFFwMjuPvhg58+fr8mTJ2+3Zb/99pv69u2rAw44YLtp/2sCCMsTTzyhTZs2bVUUk/i77rpL77zzju677z4NGDDAEby7777b/Q4OtFtllpwi+OGHH3KQgdzSBa9BUp9++mlHLLk+adKkHKQfIgExQZnRHtr1/PPP67bbbhMk6tBDD1Vqaqojm8Fy/fevv/5akJAiRYr4S9v9RDlC3M844wxXJ/VSJ88JfKIlJibGkU0I4a7IwQcf7BTVQQcdtCvZHd7gtnDhwl3Kv71MGC+YKEQTfYwCXOdzW8Kk48knn4wYKLaVNj/u8Y4sWLAg16J+//13Z8xp0qSJe3+mTZumyy67LPKcH330UTcxGThwoMu/YsUKYYC56qqrnEHmnnvuyWGUgPBPnz7dpT355JP1yy+/aOjQobnWbRcNAUPAEDAE8g8BdA/zg1NOOcUZ8DGUM1dISkoSYzkyatQoNzc58sgjd6li9D+6+fXXX88xR1u+fLkj0QkJCdssl3kK+i/aWJxbpl9//TWHfvFp0FtTp071P4XBtkuXLoLU077+/fsLo2ynTp1yNfxj2EU3BY24kcL20BfmaQ0aNHBzNQz0JobAriBgBzTuCmq7OU9iYqLS0tJcLQxWDDYQo7Fjx6p06dLOe1i8eHE3WEOM7733XveXnJzsCOAff/yh8uXLu3RFixZ1JJABD2KDBe+6667TgQceKCbgTMpLlizpJuTUi2AhxPpHnXho69evL7x/1AXhhTBCFr189913+uKLL/TJJ5+oSpUq7jL1v/DCC7r44otdGRUrVtT7778vCBperri4ODfoVq1aVfHx8SpRooSzHkIW8IaSDsGyCJnGMxsUiCjtbtq0qbuckpIi+o9ApPDqQr5r1KjhrtEeFMf555/vLK316tVTx44dHUbgRTu8QP7ee+89zZo1S88995yuvfZaR/JRjn/99ZdTYHhwPV4+H3jRjnLlyjn8/XUwRJliKKA/EPWff/7ZeZ2xWtL3448/3uFXrFgxffvtt+75Y1H1OPzzzz+u/aSvUKGCazflgem5557rCDVKcc6cOU45nnjiia6vvg2Q9yFDhriftWrV0hVXXOGeL4okuh8kAnOMCXiN6dd5550nyqQOLOIYAYYPH+4+IXT+uZMenFDkPI9SpUopNjanTY1nz/vNxIL3kfcB3PAE0ycUcc2aNd0zpD9YnrGwH3bYYfrss88cPrQRslm7du1IGUxgeM/BA+WIZ54yqe/66693z418o0eP1gcffOCwOProo9W5c2fXBgxMEPNq1aoJUhsUcOa51qlTx2HM/yvead4rhM+GDRu6tl1zzTVaunSp+39XvXp1hwHlBhU12PjJDv8XqY/3lcmXf4+D9dt3Q8AQMAQMgfxBAE8u8wfGW6J50IGM35BG9NrGjRvdfIs5wvYM3sx90OvoGXQX5Ji5EPMi9Bzlt2vXLtJwSCZ67cEHH3TzKfQI8xXmLehB9AckmTKIfmJOxHzrhBNOENFs6Eukbt26LnLKzzvQp9HCNcokDXMIiDy6EH3uhfa0bt3atYG6g4KOYo5A/twE/YqeRdq3b6+TTjopkszrXy4wT2Nehw5El5YtW9bNRygXos38B8HAgDcb8f1j/gB+5KPveMpNDIGdRSDnLHRnc1v63Y7An3/+6SbjeAwhnXhAIbcIgyoDMRN2BoSePXu6kBfSLVmyxJFavKp4yBiEIasMmAx+hEkzuJIWAkM4LGkZdCF6hF9CqhiQIXgQDSb4TN4hZEGBREGgPOHx94499ljXRtoMEendu7cjbNQJGYB0Q6o8GaIvDPA+HJmBkXDPaM8jxAELJSFCucmXX37pSKInuj4NbYew+bAgfkM06G9QUFAoGzzm9AuCeemllzoiRdvxyF199dW5hjiDYbTSQcmAOcrw4YcfdhZKyqlUqZJTZIR701eeEUqYezwr74XmWeL9xdLLPZ4bRJQ0lEf5eAXJT1tJw33vZaRMniOKiOcKgec550ZywQEr7k033eTeNSYDEG7eD7yReGshmRAz6kFp006e499//63//e9/jtzxnqGYeO7++QYx5juKlH7z3mIYIQ8hXhgSVq9e7Ugn7xrPEYMAz5xogWOOOca9jzfccIMzSFAWOPg28d6iwDFu0EbykhYrNaFQeNkpA0L84osvugkE7y6Tn0MOOcS998G2QsjBF2WN0FeUdPRzxnDE/xEEwkzd4EaIGcaaoEHFJQr8Q7g9RhcmWyaGgCFgCBgCuwcBdCQElPEfqVy5stNDGJlxCDCfwhjN+M58YVuC/iCKDLJ2xBFHOCMy8x10JsZRSB26JUgW/VwKQy1zDQgocx6vq5hr4OQ4/PDDne7is0yZMo4Eov8ggegTPMZEjiHB8vNq748//uh0u3cQ+HToLHQbxNUv8/L3tvUJycfQjWGauR7zUnQ08uyzzzqnCUbcxo0bO2M180TmQOhfvOj0lzkA+p/5IGHfffr00XHHHRfRzRjpEQzAOCgg0NuLFHQZ7B9DIAoB8+xGAbKv/WQQY/KOJ45BmIk7ocsQEtaGYgXD+ggBwyKJ5wsvE9cYZPAGQ9oYLLDaMSgxGGN1hPQx0JGWQQkPMoSGOvl95plnurUSEBLIAV461h/iXQ4KZJg25iYQOkgGwoB90UUXRTxvlE/YKJ5dBlnIBgM9a5YRFA9eUNZDBgXvIcSKQTY3oT6spbkJbcCAgEDCUEoQoCDpBi9wgkRCEBnAwQXrLX0HG4g2+EFSggKBBFuIKcIn+Vm3Sz95DihQMEfAH8spAzhthtTSX0g2igRsGfAh+BBWBCsnyoF+8D6gQCgb5eENIbwfKMIOHTo4EgXpYn0O61JpA4odi2puRBRyTX7IIgofbyukFm8/1m/aiTeU9w8iiuebdtJPyvbroHgOkO68hD5TP4YAvN/0C4WGhZg1040aNXJ4025wZ0JAXUQLIBhpUPhgS72sQQJXCDlpCUuG3CO8+yhKPLMYCegH5BMvMO3k/wz94jpENSh4i3kPmaQgYI3lHwLsw54xyGCFxziDQNbBBqMC7znt3NaEhLpR/ISUeSu3K8j+MQQMAUPAEMg3BNBV/GHsRhinMRQ//vjjjphiyGYcJ7KKaB90H3opeo6DIRfDMbqVPUcQ0mNoZQ7jHQPR4znzMvQZOo+51aBBg1z0kjfeQ/owUEMKqRNyihEWYy4hyESn4fxAmJMwT8hNj7sEgX/Q68xPcvNUY/SHDDPP8AbbQNatvtJuQqDR2eCEYOyF/J966qlOL9J+DApEgmFgYF7EfIl5HjoeXY2Xln6jO9Hb6Gby4Mlm7oKO94JzhwhD+uEjqvw9+zQEtoeAkd3tIbSX70OWIJmeYHpiCAFhYOI+E3FCblkLAkGBRECAGNAhKAzUTKYhBAjXyA8xYpBkEs6gAgmGAEGQsToygDNQQyK4T125bWQAWfFlR8NFGyFMtImBFisqwm8m97TdkwDaBDkhbBXLJoMkbcdCGpRVq1a5sqI9az4N5BGylpswSNNeLwy8tIH0wfIgM97KCdHF0+ufAQPtUUcdJdZtBsku/eD5kJ7+ebnzzjsj6cCJZxEtYEtouleolEUZtA1ChUL2Ao4YEXjekHTSUS8WUS9YfyFcpEEZEpqOIqLvPBOwz0soG2XE5hYoQMg/7xNtop0QbK9s/LPjmfC+YZDxQpvpE23MSyiPZ+DL4zf9AX/eB37zSXQCBg7CnHg3EIwhlM192uefD4Yf0uNZxlDAO05aNtkAC5QrxgQmDkwi8CQjvANgEy2URfl+EkB5vEdMbMDXC95l/r/wzAgVAxsmBBgpmKjw3MCDyYDHzefl+fHeYmAxMQQMAUPAENg9CEC8GOv9eM5YDIHkDyFcFkMoOo1oNAziGEpZnoOn1gtGd/QPBlQv6BYMvBA3r7v8Pf+JjiEfcyl0BfoEr7AXDOwY4CGPpKO9CEZeiDGbO5KP9gXb4/Pn9Yn+ySskmTah4/jbEaFuDLzoUC+0GzJKmzHagyMbcIIvcynmHOh25lnMpxCeA3WiRyH1RJLhxKBcngHGbS+QdMpiXuPnC/6efRoC20PAyO72ENoH7jN4MHB6YZBkgs9/fAZKBhCuMYh4rxQDCOsc8cgyySc/5SAMnuTF8sgnE23ILQSAa379LWQOqyV5IVKkzU0Y7PEqRwsDGZszQZbJS/2eQNJm7qMUfLncgwhSHuQALxeWQ9oXFPqM+HzBe3ynH1hGaXf04A0RwqLqhXbkVk7wGvV57Hw+lE10uyiL/uBpxJuXlwSfZTAN+f09vkP4+ON5+evB9ME2cj2Yhvz0nbaz6zRpWaeDMQMiRjvzEjyZhDGTnt2usbT6EGPyRLcTRQn5o/4gWSNdNG651Rksj/tYzCmPNvs/3hXecSYeKEqu885CcOkn9fi6aA9tQVkSJgYGpOXdguxjjWdSgtIknJ/wYaz6/r2KbiPlUx/tRGgbpBUPNkaFaGGiQhgc/yeok/+XvBMIdW9L8mrDtvLYPUPAEDAEDIEdQ4AxljHdj+fBXOgEDLwQS4gbRm32KSGijUguvI1e0P/onGA5GEa9zvLpcvskDZJbO5ivefJJOj/PYMNDdA/zKRwR6GZ09Y4Kczv6h1Ga0Oig4E3Guxt0BATvR3/3fQz2nbK5zhwAfYd3lnbivfVebMohT3AeSJ8gz+hUljMRou11M04c8A+K6cggGvZ9RxGwNbs7itQ+lM7/Z8dSh5cNz6/3qLGzK6HADNYctUOoK+mCAgFmUGJQIS2hxYSgMlAzeGJlY1Bn/QRWNjb0wQrqPVPBsvjOQEYev37E38cqysCGxS9IxPx92uD7wjU/cFIeHmryEDIcLayBQQHQ3qD4/OyGzHfCvYPC2hrCf/GseSGEFVIUjREkCUWEQPQ5cglShBByg/c26El1N7IJOGQtv4R+4i0kxBylgFA+ZAqDB/iBI2QQr6cXvJr0izWvKDKIK4oHJYPS9p5dj5nPxychxJB5lCvvE+tI6TNeaerKTcAP4kdUgBfeG5SWx9Ff396nfydQvFhzqRePNx5+vMy8s4RRo7QJy6ZNwXbRb7zFeKhJi5WZCQyY8f+ByAYUMPcw5njcyIPCjRbCl3kXeXcQ6mKSQ99yE9rIZIV3C8EST/g8ZfB/D4nGHeMDRo2gl8AltH8MAUPAEDAE8g0BvKGM80HDrC+cSCDmU5Bc9KzXXXx6gubTomfQTywJ8oKjAGM7Oiu3OQ/p0L3M28iLRxcdjx7zQrgv8zl0N4ZS0iEY6jH+o8cR9Bb3grrP3cjjH5Zm0S8ijTCie2GfFDa+Iporuiz0FO0Dk6Cgz4jcYr8RL2DnDdHMj4iiQs+CI/uMUE50+eTlGvMH9DlzDa+bOW6IcG2PI/oUHe2j33y99mkI7AgCOV1mO5LD0ux2BJgoe8IEiWFS7b1W/IaIQHyY/OPtwnPHxgVM3lmbyFpHQj0ZKBngGHgoww8aEBgGTAY31ofiQWWQIh9rDCGaDKrUQX2sa4R4MFixmQIkKBh2A6l46KGH3D2IBIMRioS1LnjMII4MZLTBKwxPFvgd3UfCWcAArx2evGhhoMUKCXmhzQh4kQchH8SWjQ8IASYtYdiQY0JNfRgxBIM2sjlD9CAMoYbgsf4GwwHrRvGIElZN+CoEhu9BQTH4ZxO8HvxOO4OKBoJDu4N4kJ5nhbWTZ4AlF2XE88U6i0ECyyw7KJKfvDwf+sLabp4l60npK8oB5UEoNaSX54KyhdDyPKg72B7qhlyjyAjrYp0M7xLKGSsrypI++ncp2E7eJ5Q9xBpDgN/92af1OPDM/fvoMeMdQDwOtIn3l3eHZ+k3tcBiTB8og3cNgwrvJeV5YwDvHxtSodRRnpBUQq74v0G/+f+CoQdSzUSFTbUQ3hMiAnifCafyAp7giMcWDzH9oT7fZp/OfzLZYfM1QrEIc4do8/+FkGneJaIWaL9vL/l417iWm6fYl2ufhoAhYAgYAv8NAeYPkEQMyET4eCEKDf2FkZ/5AHoTgzn6ArLr5xo+PfqJ6B5CddGJ6FJ0AuM++bnmybLPwydEG33NnAm9zAaGRPygZ1mqQ/sw0KKf0EkvvfSSW0uMXmVpEUZ35n3ofoy31MtvPqPFG1HRs5TH0jUi/nBmEK1Fe9FP9IP9KnIT5jt4kT3pZv5AfnQxhJR5FmSVeQmbVWIEYF5J1BTrk1ljS/g063FpI+32us/rfz7RzZTJvAb8WMaGMdpjyHzPb8qaWzvtmiGwLQTi+vA/22SfQgASyyZGTLLxqOIN4j85Awq/mRAzeWZQZGBhwCINJJZJOQMKHlkGKAYZBmUshd7iSGcZuBm8mLhTNoMdgwrpIAuQDe6zZoKyGeAokwGTUGnqCQptxWMKEaGdkEUIONcRrkGUKB8C439DHrC0Qo7okx/YICGQPNJHC2kYDIPWSIgEgzeYIPSBUGLWvUCGwJQ+Bkk6gzgeUMi7H8h9Xawt5o/+0gaUIgqKQRpPNcTJt9Xn4TdklL5ADnMT2gmZ9O2EzPMbggW+ePaoB8sw37mGhRdyhuKi37wbKBk8iDw70mDl5Tn79aCQLcpFUGKUSV7KJESZdvBsILUYRPx6V9KDBaHLkC+eOxtJQHzBg/byzHiWlMlfsJ3gBKGn/RBvNrHifeF5eyEPmPI+8i6AGe807zb1cZ37TApoH88Pcg+uGBiIIgATjA+0hX7xXOmHx923kbS8X0wo6C/vJbhAgMELI4YPawdHrmEM8WvLaTPPlf9TYIwRiDT0nzbT/mihPWBOG8GQZ+QnGGDL/1naSzuYzCCQbDCjLdHvVXT59tsQMAQMAUNg1xBgfOWP8Ry9is5BmPOgH9BniNeRRFAxDwoet+gSSE4voQeY96CPIXuUgfCJvvLGdZ8H/Ydeg+ChB9C16EjmKugodJX3pKLH0J3oXeYzzLuY76EjIZNEHfk/9En0Gl7qpg2+TehYiCj6jLkN+gtjb/QOzb6t9Ik2opvQe3zSfnQ2eg19j8eVctj7AuzQf/SJ9AjReWz6hd4LzjnQ1X4+ST76io73upn5n9fNGA4g/Rj8eS4mhsDOIhAT4n+ciSGwjyCAd5KQarbBZ0dDCENuAunEOw1ZIQx7Z4XBE5KL0oAY7u9CH7CgsimESf4jQGQAVma/g2R+1oDRBQs/xqnoaIH8rMfKMgQMAUPAEJAzQmLAhayxmzAEzWTfRACDMdGGRJYRaWdiCOwKArZmd1dQszy7DQHWfBIuyuQ/L6JL5Vg7IR+QkF2x12CNxArKupKCIIQLBdciF4Q+7Ut9IFKA84UJi9+V921bfcHAg7XdiO62ULJ7hoAhYAjkDwJECxHhxHIUls6Y7LsI4Ngg9NkvN9p3W2ot25cRMM/uvvx0rG2GgCFgCBgChoAhYAgYAoaAIWAIGAK7hIB5dncJNstkCBgChoAhYAgYAoaAIWAIGAKGgCGwLyNgZHdffjrWNkPAEDAEDAFDwBAwBAwBQ8AQMAQMgV1CwI4e2iXYLFNhR2DYsGHifDqE3Rw5nsDvrJuf2HBWLbtARu/ouK06OLKIzb04bzj68Pht5bN7hoAhYAgYAoaAIWAIGAKGQEFCwDy7BelpWl/2CAKcq9e/f393BFHLli3dcTfsDD1y5Mh8rX/u3Lm6/fbb3Rl6O1MwRxSxeyHn8ZkYAoaAIWAIGAKGgCFgCBgChRUB8+wW1idv/d4lBCC0H330kQYNGuTOjaMQjj9ifOzUzAAAIABJREFUS3yOrP7000/dObU//PCDO/+O83Q5v+/XX391Z8yxAzS7C5KOT87TYxdlzv1jZ2nOmONs2GXLlrnvHDTPQfedO3d2585SLrv3ct5dmzZtXD7ILcSWT+5xJh+7B3Ocwvjx490ZvuXLl3f9pQ52ouZsQBNDwBAwBAwBQ8AQMAQMAUOgICNgnt2C/HStb/mOwAcffKBmzZpFiK6vgMPOixQpoq+//todTXPhhRdqzJgx7jYHznOWH0QVgtuzZ0+9+eabjgD369dPffv2dekIWT7llFPcWbmcvQox5Yw5zpcj39ChQ93h9hMmTHBku3fv3u7YBMq/+OKLdc8992jSpEniDGGOVoAQP/HEE3r00Ud9M/Xwww9r4MCBkd/2xRAwBAwBQ8AQMAQMAUPAECioCJhnt6A+WetXviPAeXwLFy5U/fr1tyqbdbuVK1cWntjY2FilpqY6wklCPKwpKSlKSkoShHb69On68ssvXRkvv/yyI6lXX321S0O6W2+91XmBp02bJtYGc+Yw1/Ec871du3Yub5MmTRy5rl27tiPDHTp0cB5gyO/atWtdno4dO+ruu+929/H8jhs3zpWxVQfsgiFgCBgChoAhYAgYAoaAIVDAEDCyW8AeqHVn9yIQCoVyrQBCm5mZqU2bNrn7/A4Kv/HSNm3aVBkZGRo8eLAgunhh8cCSj+uHHHKIC1cm7/r1610e7i1YsMCFQ69evdptjIXnFlL9zTff6KijjnJlkBchbJp7kFs8xXh8J06c6MorWrSo6tWrF2yafS+MCGQsljbOkjL+lDL+krYswyxTGJGwPu/PCMTESvHlpMSDpcQDpcRDpPhS+3OPrO2GgCFgCBgC+YyAkd18BtSKK7gIQCDZcTm3jZ8gwayXPfrooyMAeMJLPv4gqIQnE8bcsGFDdevWza25veaaa5z3l4yUgwfZf+c3eSHFS5YscZ7hxMREl54yGjVq5AixT+8yZv9DOWlpaa5N3377rSO/eIEPOOCAYDL7XpgQSJ8mLX9FWjtSWj9e2mIctzA9/gLd1zhJRRtLJdpIpS6S4ssU6O5a5wwBQ8AQMAR2DAEjuzuGk6UyBBwC55xzjiOrhAxXr17dhRkTGlylShWlp6erVatWLmSYNbZsOoVwnQ2nIL94dGvVquV2c+Ye3l1IKYQ2WghdhqxCktlwij/CmKkLYVMsvMWeVEd7nf1v2tqjRw8XWs06X5PCiECWtPQZackj0oY/pYQkqVhTKeUoKaGsFJOMqaUwAmN93q8RiJWy1kub50sbf5PWfi+t+l5a/ppUsbdUov1+3TtrvCFgCBgChsB/R8DI7n/H0EooRAgQFswuyN27d9dll13mQobZnRmPbfv27VW6dGlHXOvUqeOILGt5R4wY4dbyQmobNGjgwoo///xzt4b3pZdecuHFhCcTxswZuZ6kFi9e3BFndm6GZBMCfdVVV7kzfWfOnOk2qXrqqadc+pUrV7r8PArqoRzKQ1hjTIg15eINNilkCEAG/uwpLekvxSVLFbpIxVtJ8WWl2FQpJlEiHNTEENgfEQhlSaF0KStd2vyXtHyQtPJz6fdzpcp9pXI374+9sjYbAoaAIWAI5BMCcX3Y9cbEEDAEdhiBxo0bu3BmSO7ff//tjvaB3K5YscJtYAUhhlSOHTtWU6dO1bHHHutI7nHHHefCjiGhEGDCnrt27apy5co5LzHHFOHJhZwSqlyiRAnnueX4IMo4//zzNW/ePBfKTL3ssky9lOeJNGQbUgu5hVjzm42x2Bm6atWqkc2tdrizlnD/RiCUIf11q7T4aSn1cKnSI1LJs6W44lJMnBTKlEKb7M8w2I/fgc3hWPzYRCmhnFS0qZR0kLR+irTiYymxnJR2/P79/9habwgYAoaAIbDLCMSEvBtpl4uwjIaAIQACbCg1ZcqUXHdr3lsIEeY8d+5cXXHFFXrggQfMs7u3HsTeqnfZAGluVymlqlTpISm5etgDZiHLe+uJWL27GwGMOLFp4XXpC26WMPgcMUQqcvLurtnKNwQMAUPAENgHEbDYtX3woViT9k8EvFd2X2o9RxzhPW7btq0R3X3pweyJtmQskhY/JrEevPwtUnINI7p7AnerY+8iQLRC5lqpSEOp/PVS5gZp0f1S5pq92y6r3RAwBAwBQ2CvIGCe3b0Cu1VqCOwZBAhxZrMsiLhJIUNgyePS/BulMp2k8rdKImQ5c8+AwBFdiQlSQpGo+rKkzeuljC0cQB11by//9O3J43ixHK0jTXKSFJcqbVkvbdqcf/2JYJcWDi3esHH/OxWKR5vCmJPALgLSpvXSlsw924+YhDB+86+R1k6Qqg+VirXK8RjthyFgCBgChkDBR8A2qCr4z9h6WIgRYIMs/kwKGQKhLdKq96WEZKlYc4n1jJnr9hwIifGaMe0PPfvCe9q0abO2QHQUo4Mql9f/up6v4mVLSpvCG6jtuUZto6Y4zmuNC5PwHdmUOilVP40ZrwEDB+u6azqq7vG1svPuSOZttINbSUn6Y8YcvfDKh2ra+Di1anUSu85xLtl2Mu6B2/HxEhtCZYaPR8u1RiIJkhL1yvNva/S4yapSubxu6NZJxUoVlzZz1tUeEv4PxBaRDugkrZkgrflWKto8vFZ9DzXBqjEEDAFDwBDY+wgY2d37z8BaYAgYAoZA/iKwcaa0YbKUfKSUXFPKTM/f8rdXWnyc5sz7U08/965LmZSUrKzMDGVsydSceX/puadvV0qJIuGdoJXt4d2SHiaMKUX/9WhyfFdyqgRxcZ5X0kL6MOBkSBs3he8rViI/HlbKS+MopcRw2gx26c1wBEzxKZJIg+rLzrMlS0pM1Z23PaJGDY5WizObS+RJIG122zI2hMvw3t+4BC1avExffDVG57Q7VYpPkOJp5yYJjyL5+J6+aWukUinXG6AypY0bwuQRo1Qi94poydLxerjfa4qPi1erNq3DXvn09VJWppSWGu7b+tVSSrIUm5RdRyjsQYWIpuJVhZCyUokj0DKl9A1h0gyxB1N3Ha9rurQFYhgrpVA/2NCu9HC7siFge491K9eoaImiUmpxKX3N1gQ8Nlah2Bg98/hrurX3U8rYHH7mf/61RM8+fZsS8PY7w8fWsOT/Fd6TrHD4fkoFafnrUvmeUnzp/K/KSjQEDAFDwBDYZxEwsrvPPhprmCFgCBgCu4jApllS1kYpqaoUX2LPr1cM4SgNnzP95CM36+pulytj/Rp17XaPBr35uR57sLuyYmM0cvhwt3M45LBh/ToqWaKoPnr7Y9U6sqqqVT9cm9PX64fvx6tYsSJuZ3LQSEiI14KFi3XowQeqZt0a+vaL4dqwYZPqn3iUSpcrJyXGafavMzRj5jyX9qSGdZVW4gAtnDNXU6b+rsMPq6KFfy52eRrUq61SFSvoztsf070PvaQbruukGnWqq2yxNI0cNdp5pamTMkqULi1tJqQ4RtqcrmOOrq6nHrtFx9atodWLl2rUmEk6svoh+mPun9q4cbNq1zpMB1WtHCbw/jEmJ2rq+KmaO+8vd6V0qRKqd0JtxSSmKH3NKn0/epQy4uK0cfVaVa5UTvHxcRo3apxisrJ0fN0aiksuoukTf9Nv0+eofcfWWvj7Ak2aMtOVlZKcpJMbH6e4uFiNGjZaJUoU0YYNG/XPspUqV7aUTsD7nMgxU9Kob8Zo1ao1SklJ1sknHat4SG5cjH4eNV6LlyxTieJFdVKjY6SEuDA5jYtTRvpG3d6nv5KSE3VKi0Zq3fqkMGnfuDZMomlFYoL+WbhYd98/QJ0vOFP9X7jXeXh/HD9Va1asUamKZcJE2uOxuz8J248rJiUeLK3/UcrKxfiwu9tg5RsChoAhYAjsVQSM7O5V+K1yQ8AQMAR2AwKbFobDTePwkm4j5HQ3VB1dZNGiqUpKKuWOwIK0Ihs3bdbjD7yg+x9+OZK884Vn6v67uujKrvfptBYN9fo7T2n6pKk6pfU16nvf9Zo4eYaGfDXGpV+1aq1qHHGIC/N99sX33bUbu12gRx69VePHTtRFnW/TrNnz3fWrLz9bjz7SSyO+/0WXXHmXDqpSQfMXLHL3Lr3oTPW6+VLd++AL7vfjz7yllJQkd/RXn/sHuGv8c/EFp+vZ/n2UlhIfJn9Jafp+zARdeFlvfTvkORUrmqYzz+muaodV0azfF7h8kOHPPnhcFQ+qmO1ZTtHUSb+paeurtWzZKpcmLTVZ773RV81bnuyw8HhUqVReG9I3Ki01RQMHDtbb7w/TrMmDdeDBJXRzryf024y5qtegrjp1vl2jx02KtPP5p25Tx/bN1e3mh7V06UotW77ShZAXLZqmj995VE1PbaDn+7+trjf0VSh7R+4H77lON910hT58e6iuuf4BrVq9Vgnx8Xqs7w3qcu15isPjm5WlxKREtT6jiW68sa8efeJ1XX15e51Yv44u7XS6RHiz8w7HaP6Cv7Vx4yYlJSaoV68nVKZkip589GYl8ezTs40FkRbv7i9ZUmxy2OBDKPiWxVLigbu7UivfEDAEDAFDYB9CwHZj3ocehjXFEDAEDIH8QSAjHIEbS7jq3lnrGRsb67yMve95XnXqNNFRR56qF1/5SB3anapixYvqoovP0pgRr2jQy/epdYsGevu9Lx0J/l+X8zRi1C9a9tcCjf9luvMkntr0BBUvXkSQ3D63XaUXnrld02fO1cTJM/X5h0+q2ckn6NuRP2vxgoV68KEXHUEb/O5jeuyhGzRg4If6auhwFSsS3qStccO6Gj5soNqddbJef3uoaCfeZ+Th+/6n9u1O1Suvfapj6lbX+2/01ZCPntIN112gpJjMfz2YCkU81+SPjY9VTEyMypQuqREjXlfXq8/VhEkzNOXX2eHwYEKBMzarfJmSGvLhU/rs02f0wN1dFRcf70jzLz/9okeeeF2XXHCGvvvuHZ3R+iQtX75aJUsWU6cOLR15/HXaH5o5dYrGjJusm66/0GH41OM9NGzoAD3Tr4eqHlpZH3/+ndasXa/ixYpo5ao1rv0Dn+2tjemb9N2oCZo5bbZu69Nfbc86WSNHvqUuV3XQcy9+oDEjx+nW3k+rcaO6Gjz4eV1xaVv1uP0p/TFrnltD7NYLh6TWp5+isSMHaeIPb2nBgkW67Io7dQrkfenycJg4oc7r0pWZlaXX3h6ihx56Xjf1fFzdb3lM6WvW4ZbPn9d7R0thnTNh5bGEZxPVvAfXre9oG3chHUfKLV++3P3xHeGTs979df+5du3ayP0FCxZo1aqwocVXS54NGzb4n/ZpCBgChkCBQ8DIboF7pNYhQ8AQMASyF1r6Nad7EZDY2BjFx8cqKTlJF3U6Tc8+1UtFDyjuvKfsFj5xwjQtWbrCheympibrzNMba/mK1Ro7dpLe/+gbtWhWT4cfcahWrFijI6sfqmuuaK/T2bRJUvt2zXR6u7N0ZI1DtXLFGv21aLlmzJqnWb/P18WX3aGedzzl0v069Xelu/W80oXnn6amzdvqpAbHOIKQlJSg4+rWcOnq1D5cx9Q/Tldd2V6pycm6/Nq71ee+AVoCmSMEOC88QyxfDanjOS108sktHXlPTEzQkn9WZK9rjXHhz2lpKYpNjNeyxcs0ecpsV1qMYjT7jz+1eXOGOl9whpo0OU1XXtpWpUoVd4T1xPrHqlH9OnrltU80dNgP2pyxRa1b1FeRommKTUzQ2lVr9fOE6dq4caPzyGLaYFOwZicfr7YdT1P7tqfosKqVtHzlaocNnlu86I0bn6T+A/po/oIRSk1L0bwFf2voV2N10UU3OgKMd3ba9DlSDITRdz3ThWhv3rzFkWpA8+Hq3qbCMySM+5ILz9CqFeN1R8/L9fxLH2j6tN+lRL++2MG9h/6JND57DfMeqnY3VbNs2TJdeumlKl26tPu75JJLtG7dOs2aNUsVKlSIXK9YsaKqVq2qLl26ODLbo0cPderUSWeffbZmz57tWkeek08+WT/88MNuaq0VawgYAobA3kfAwpj3/jOwFhgChoAhUOAQyMrKUmZmlu667Spdfu01klZnb5oUrznTZqp+08668LzT9PjT96rbtbdr8tTZ7pisWkdVU/0TjnJhvXhGH77/f0otWUqbMzIcISYEev2G4IZb6S5UF7IJsYabsZ73/A4tlZiSpFjFqF79OlqQvU42M5Odode7tgE6bfTlZXAkkuJ0W+8bdXO3C/Tkix9p9Mgf1KpNN43++iU1bHaitJENrrYl60Q5eHojGygTChwbp8effkt39OmvBTOHCG/1V9+MdZ7lImlhz+PCv5ZIStfM2fOVnr7JrWdOO6CszuvQUrfc/qSmz5yns9s0VdUah+uTD4aq7Xm3aNhn/fXqC3101LEdlMkGVtnC2mZt2ODCofE+Z2VmqmiRNNeuefMJ447RjMkz9OmXY3VQhVIuF2uYm51an+W7CmWFdNihlbI35sIuHtKQD79Wl/89pAV/LnZe4auvPlcXnddaYtOrzZullCRVrFBGrB8umpam4iUrq0L58IZQkPQ8jQW+0fa5TQQ4Ru6OO+7QG2+8oSuuuEKbNm3S66+/rmrVqunaa6/VLbfc4q7Fx8dr+PDh+umnn1SjRg1Nnz5dgwcP1muvvabevXtr0KBBuu+++/Tss8+qfPnyOuGEE7ZZr900BAwBQ2B/RsDI7v789Ap72zPxmnB8ifdi7W5A8HDES3HhieHurs3KNwT2ZwTCxw1J69YRIrlRSs8mqCmxWrchXcuWr9ZHn32nCVPO1/QZcxTKytLademqUqSs2xWZDaMgSs2anuB2k8ZbSFmQaP4QPJiQMO6tWr1OB5Qspo4dWuq5F9/XxCmzFJcQryIpyTqnQ0st+XupyxMmtDGRzacIuY3L3kzr5tue0JwFi7Rg3t8uDLloyeKaO+9vR7LTCIPGbeoYbIwyssNHIc8Q5n/bE+PIbvjIpcBRO1lbtGL5KlfEeZ1vc2lo89p1G3TcsTXdRlfde/TTgEGfaM7vC9zmUhB4yG/bs5rqjnue06/TflfvnldIcUW1eOlKV2evO5/RfX0Havqs+SpbrpRrCxtTrV8fxjsri9DiDW4tbp3a1XRK4+N0533P6b2PR+j32XOUlJCgj95/XGed3sSFhk+YON31sdKBZVWpUoVwGHYoS5vTN+nrb3/UBee1VtPmDdW8RYN/N6hyRJaNrreofKVyuvLSdnqi/1v6evhY/TH3b7dx1mFVq0hbtmcocF2yf/JAYP369Y7AnnjiiXrxxRfF72+++UajRo1yJBgCixDS/Nlnn6lhw4a6/vrrNWnSJGdUKVWqlDtznVDmP//8U1988YX69eunIkWiz8POowF22RAwBAyB/RABI7v74UOzJmcjsPZ7acs/2Ud97AFUOP4krrhUou2eq3MPdMuqMATyHYGskEodUFzHH1tTB1YsK2VlZJNEeG+6ataprscfukEvvvqxEuJi9fhDN+qlVz/WGtZ1KsMRr35Pvakjqh2sI4+ppdCG9Tqq5mFuLSpeq9SUZFc2Z7iyedIR1Q4SXkk8pLffcbUL/+VYIIhp+7bNVPHAg/VHibkuT6lSJaSszapSpbz7zQZM7Kh8/rmtNGXqbBVNTVazpsfrm+9+0sKFi9zGTO++/qCOPr5O+JgewMra4nY4pn8lShRTWlq4PeygTF9Zu8vu0s6rCWGFnCck6LprO2rewkUirJr1ua2aN9Bffy9V5YMPdOtuWdu6fOlyt6553vy/w/m3ZKhC5fIu9JhdnE9qVNetPT2vQwtHfr8Z8ZOr67xzWuizoaMc+T/+uJoqWaKYe6yEU594wlE67NDKKl2+lF598W5de/2DmjlrrtuZ+unHeujoesfr2SdK6LobH9a0qeEQ17NOa6y0kiXDG09lhdzO1vf16aIixYtIiWlS+lopFLXWMzPTnev90L3XKX3jJn33/XiH7TP9eqr0gWV2wCue729igSqwePHiGjp0qFLcEVHSr7/+KtbkHnHEEY7M+s4++OCDmjZtmksLkS1btqwjtO+8847++usvde7c2ZHlgw8+WGeccYbPZp+GgCFgCBRIBGJCYdNxgeycdaqAI7DyXSljSfZZnXugr3iR40tKJTsa2d0DcFsV/wGBJf2kP2+SynaTynSRstb/h8J2MSuhu4TS4gHN9nxGSuL4Hs5cDQqkEA9hSkl9+ckQtTn3Rt19xzW6tfe1LhzXleWO/WHzrez8nNlKWHJ8XNgDSX7q5XdQvOeR9vCdcN+4+HA6zuClPO4hlEcZXAsK6ZynNfui718G18PH7oT7Sv643PtOu7K9yJGi6QPt4aze2Kg6ff9IDF60KdL+uPAuyJGCaHtWNh70JRtP37esUPhZ0E/a7sXhztgWdZ370X2m/ZST7Vn3RWz1Gd1P0vtnsFXi3XmB5xgnLbpHWj5YqvG9VCS83nt31ronyoa0tm3b1q2/HTJkiPPiUi/Xa9eurUaNGun99993a+O5/vXXX+ujjz7S4YcfrjZt2ri/Rx991EU1/Pjjjy59kyZN9kTTrQ5DwBAwBPYoAubZ3aNwW2X5i0D2RCYmMHHL3wqiSmMCvafqiqrafhoC+xsCnuAECaLvA9c8yXT3Q44Esq70hWcH6cmnBqne8bV0+SVtwmtByQfx8+II2pZ/ySckj/q4DlnluyerXOMvQhQJOY4Jp8nIvsf9YHuoyxHPbPLJ8U0Q2qBwzRHP7Bt8pxzKdveySXAwjyOv2W1zabNvkg3S7MludjE56qR8mgPZ5IvrczZR92Vxn+/ZIdaudP+bbAjlRPoGcc2+4coPb6Tl0uXW5+AzCJeW+7/BftIJX0fuqe3qTiIwY8YM550dP368+vfvrwYNCCkPC6HJhCnjsU10m6qFrzdv3lz8IX379nXrfAlrxstbr149ffrppxowYICOPvrocAb71xAwBAyBAoKAkd0C8iCtG4aAIWAI7HMIQDrzEkiYJ2mkycxymye1PPkYNTrhSFU+sJyKly7xr0cwmJb0wbJdWYGKosvmVvS17f12BM0zxEDZ/iu3IIRecrQnuz5/L/gZXW/wXpAURlft8gUT59an7PukDUqwXK7n1bdttS1Y3o58z8+ydqS+QpLmn3/+UdeuXd2mUxDUM888M0fPuZaamqqmTZvmuO5/LFq0yG1w1adPH+HRTU5OFt9PPfVUTZ482ciuB8o+DQFDoMAgYG6qAvMorSOGgCFgCOxHCBBKGxVOyw7Gh1Q7WLWOq6niZUr+S3TpFp7Z1FQptaiUWuRfz+1+1GXnmc2P9uLBDWLnvdh4bP33/1oPdbDLsntO+Vju9tpFfdvrQ7Dv2yuvAN1n92U2oWKn5Zo1azoP7iuvvCLCmFmRxoZVc+fOVbly5VSpUqVce86OzKz5bd26tZKSktyRVf4s3oQ9fQ5yri20i4aAIWAI5C8C5tnNXzytNEPAEDAEDIG8EGDdKeG3Lhw2yvvo8xBOzF9Q4uKUsXGjnn/2HY2f8JsOqlJB9/TpGvasRnstg/n2pe+siSWkd0dDgbfR9qzMkLZs2eQ2jYoBUzAgfDsPSLdRVN634uKUtXmL29kXIwR/8dFrofPOvct3MjZtdpstxUG085T87GielexzN5YuXaqBAwe6do0bN078IXXq1FGrVq0c+eXM3SpVqjiPbXQHlixZIsjxrbfe6ry/LVu2dMcRcWzRkUce6c7cjc5jvw0BQ8AQ2N8RMLK7vz9Ba78hYAgYAvsDAsmJWrtsldsUCsXT7aZHtCl9k55/+jallSia04sb3Z+EBP0+bbZGjv5Fnc5tpYGDPtV7H3ylczudIaVvjE697/2Oi9WCOX/qz7+XqMFJx267r9trfWK8Zk6ZrZdf/1R39LxcmzdnaNbsBWrYtJ769H7SnXN71dUdwqQ6Opx5e2X7+0lJ+mnsBPXq/YyOObq6KlUq53a6dmuo8R7vDgMD3txQSA8/Pkj1T6ytU5o32NrokZSk6VNm6uF+g3Tvndeo0qGVJXf8lG94wf5kV+WxY8NnMwd7mpaW5gwEeHSHDRvmdsQO3vff2c2Z83bZpAqpXLmy2KF5/vz5qlq1qtu12ae1T0PAEDAECgoCRnYLypO0fhgChoAhsKsIQIpSkqXYJBbPsvUvCzulzeukxOTs35ulDevC3kO8iQmczel2TAqnY4MjVwbpOV8W9RIrZW1weVauWKWO59+iW2/qrFNOa+LO1k3fsEnJyYlSwgFSwkZp07owSXPlpGSXjzd0vaodVkUffPiU/lmwSE8883b2JlTxUmpxTtyVOFc2GP7KrsMJadmIQKQ2ShvSw2G5KanZ7aOpG8KEifQcqeP6lClt3BDeJZljXmLABQGDDe4YISUkS+nrw+1ITQ6fwZ2+QXJlkzZbvVJ+XKzeePcLrVy1Vg1OaSZxRnhy0XCR/LtxbdjjDZz0gTIyM6SNG6XkZCkuMVwXzyk+STVqV9MjD94gJafpjh593dFHDZu10B9z/wx7XxNKSgl4x+lzLsaA5CQplueExDh8tYnNrrLXAccV1WdDvlftow7Tww92d2kctBDdRJ4LnlX6x8Ze68Pk3b0T4Oo6kf1MNkhpXMNLy3U2+cvGkKp5zjG+HeHrt/e6Mkym8e4Ttq7grt0Z7vzg32bMdWcr53je4c4U6H8JO2an5byEY7mqVauW123n7SX8OSgVK1YUfyaGgCFgCBRUBIzsFtQna/0yBAwBQ2BHEUhK0ujhP+q7Ub/o0EMq6fvRv6hsmQPU88ZL9M77H2rC5BlqVL+Ozr+4rSMty/5apAceeVgb1qerTNlSuvXGS5RW+gCNGf6Dhg4boxpHHKJJU2Y6QnLZJW10ePVD1bHjzfp6OBviJGrzlkwVK1ZECfHxGvzxcI0YPUGVK5bR9deeryKly2r82J/06hufaUvGFsXFx+rGbheqas1a+n3mDF162R2qVbOqzmzbQnNmzNYz/d9W0ybH6cy2zaXNm8I9TojXnFnz9UT/t7R5U4YbsYIrAAAgAElEQVRiYmN14Xmt1bDJcY5Mvvz82/rp56mOf3W75jzVPPYoLf/rb/V7+mktX7ZKh1WtrGuubK8iZSrp+6+/1VvvDHXlnt76JJ15zlmaMWmivv72R13Rua1SihfTyGHjNH/hIrVve4oGv/m5srJC+uHHKUpNS9YN3S50Z85+OuR7rV23Qc2HfqWmDerolpvv1Mb0TUpLS9F9d3VRSlGInbRhzXq99uIHatTgaNWqe6zGjxurKVN/18WdTld8YoIGPveWypcrpVWr1qn8gWX0+ZejFRcXowaNjlelimXcub3XXHWTI4zntGumU1s0CO/O7CN/ExI0ZsRPeuOdLxTi/NzEeHXv2klVjzhIysiUktI0bvRofTJkpDuW5u13h6pypfLuDGTOOh4xcrzrz6TJM1SufGldf+15KlWhohb8/oeefeF9rVq1VjGxMWrf5hSd2rqxPnz7C61as1b/LF2hufP/1pmnNdbpbVs57EcPH6M33hrivrdoVk9ndzhNrwx8T7VrHa5jT6yrdwZ9rO9GjXecukjRVPV9oLuSkxKUkpKkWLejdPhx27+GgCFgCBgChkBeCBjZzQsZu24IGAKGQGFBID7BEdre/2fvPMCjKr42/tuW3XQSklBC770XEUEBQZpIVcD6RxEVEBFQrKgoYq9YsAKCBQEVBFEQEZSOgtJ7D4QE0jbb93vO3F0IflaUkjDzPJu9e++UM+/c3dx3TnvsdYrFx5KTm4ffH2DxkjXKRDbtSAZfzFlMk2b1KFemJF16DmPl6g1YrTZ8Pi/r1m9h4utj2LptD088/S4JxWJxe7w4nS62bNvDYw/dxrpftyk0hSS2bNGQqMhIvl+6lgcffY1tO/apa0nFE+jQoRW3DR3Hmp83kZSUgN/vJympOANuiqJXH0PLePNN3fEEAxw5nMmUD+cRHx/Dlb07GWTXYiYvO5dnXphExQqptGxzMXNmfcX9Yyaw4Ks3mTTlC+bMXcItg3qz9dcdvPDqVMY8NJhHHptAclIxuva8ii8/n636rV+/NmOeeJOBN/XAhIknnn6biKhoIsxB3p30Odf360yk1c6Py9fzw4p1XNXlUgTD5k3rcMOAq/lq9jfq81OPDaF61Qocz8qhctUK3D36eaIiHfTp343J73zC5KlzGDS4n/K7tcXGsHjpWnbuOsDTTZqx4NuVPP3iZEWkjx88wuy5S2h7WVM+mj6fN14cTbVq5bGaTVSoVIGs7Dy+/W4VD9x7M/n5bsY++RZly5akeq3KhklwhI0dW/eoOV/dqz2pFSvywjMTGTv+bd5//3EjJZHfS9lyqVStXFatSZ2G9fnog5lk5+RRokRxRt7/okoJ1bVnZ96dOI2XJ3zIPfcMZMKbnxAVHUnXnt35foEx71p1qvHt4lVqk+OlZ0eSkBDHU89NokbNqrjcHh58dAIDbuxBVGQEM79YROkypdTmh9VmxReE2XO/59q+nYgvkcyQOx5h4sTpXHZpU+U/fKF8NfU8NQIaAY2ARuDfIaDJ7r/DT7fWCGgENAJFAIEgDnuE0uQNvf0a7h01gGp1rlJEdfE3b7P4+9XcPfoFdu3Yy/Iff1JEd8IL93LjwOuZPvVT/jfoEWbPXkRiQrzSuI266waG3v0/Rt39JJOnfUnx4sV4/cX76NV/FB9NeZLOnVvTrccwLGYz8z57Ga/PT/srB/Pj8p9p0awOm7bsolP7i/nf/3pQLjWF5q2asHn9ZpKTEoiPj+W5lz5QJKhz17bs2TxbBWrCmWesQzCI3+PjxRfuw263MWf+D0RFRZKVk8v+vYf45NOvGT6kP526doEuuWQdz2XeF9+SfvQYzz81nPiS5enUtg4H96UxdvxELm5Wj/43Xa9McQ8cOszkSTPV2MWLx4dIV1BpGuNiowkEAqSmpnBN7w507dKdcsmxjLzvRYS81a5ViaMZx6lcpQaZmdm4o9w483J54ekRRMXHnfA9tUXF0bXTJcyb/yP7t20kIsJGainR2Kaz7petipA3qFeNT2ctoHLlslSvWp5Ih43yFSspAnlF+xbccEt/8DsVWdy+fS/V6xg+mhIcKykhjo8/eAq328M3S9aSlFSM7Tv3n/TD9XkoU648NapXVHjWq9+QGR9/oTTQQvgrVyxD/2s6Uq9Ze/IyjjJn3hLcebk89OBtiPZ1weK1iDmty+0l51gW9ggbbVs3oWO3bpB/lLnzf+SX9RvZtn0fzZvU5YabbxB9Nm0vbap8dmXNZBzRIk+dMp6D+9NYuW4LpUsms/9guoo6XAS+cHoKGgGNgEZAI3CWENBk9ywBrYfRCGgENALnMwI+n19pSFu1bEh0Ygo2q4WK5UtRvV4tNm3aic8XUP6SP6/fpshX146tiI5OoGP7Forgbtu+lxrVKhDpcNC8SR1iYlOUdlC0u2KOLOa6UkRzbIty4PF6aVCvOpUqlVXES5GZA0eoUb0SUz8Yz0cfzuXq/qNU5OVhd/RlyOB+LFj0geFTHPAbfqIBH1FJCYaZrsdj+IUGgsSVTOK99z7nq7nfYTaZiImJwmIysWv3AbJznJQrVwrIQ/xU4xNSyXd7cLu9xMZEgfc4FrudsuVK4XR5KFumBJCvyK7k/l25eiO5uU41Z4lQLCUcOTgQDBIbE01ScfEjzlHacZ8/QHZ2Hl6fD5dLzKw9jH34dt77eAF3DnlcaZ/79u/KDdddCW43+F20urghMz9fxJIffmLfgcPcfed1fLNwOVu371UmvonF4hSx9np9KkCVYdHrUf66pUslQ9BNIN+jyLiYTp/wbTWBI9LOy298woJvllGlYioH046q+Rh1wimGvKpfNTlcJzSpgYCf5ORiSisNuapJvsuF2WJmyfL1THp3BtFRDiLsEeTk5KpNDDHpTpY0Uphw5bvUWh/PyuXAoXSqVioX8ivOIzG1BHi9yH0oJspOt4ennnmXH5b9TONmjcnMzFKWAiKTgbohnf6rEdAIaAQ0AhqBP0Pgz2L7/1k7fU0joBHQCGgEihgCkqtTovuCVwLjKt9T/B5FQEwEVViiJo1rKqLy2ZxFZGWlK7NaITQ1a1RUhNYfCCgiK30IcQkXjyKjkJF5HHeuUxEoMVGW8eQlWlFhT8FggE5XXMLLz45k1qzXFblTWuXt+yDggfx8QwsaCOD3eslOS8eVnQem0L8zRwQ/r97Ac8+8Q99eHfhw+jsqgrO4rBYrFkekI4Ldew4B0eCwk5l5iOhIhyJhuRLkylaMoNtNRvox4mKilDkxSBClKPbsPaQ0lUKAhRyr4Fo4SEs7eoJPCoZiAi5FjoUPCykWLETLKYGdREM99rHRrF71Cb17XM7Yx17jaFo6SJAsj5cylSso4iqEV8bq3PESZn2xiL370ri8TTPVVzjQsurXLgHF7Go8NXYweEIDGibkSiB7JJ999i2fTp/PA/cM4KXXX1HEWuQ8MYHwgv3Bu6y1WqvQ/CIddrZs3cOTT7xB+7YX8c7kN7j9lt6YZD1CrNSoLzIZmNjtERSLj2bX3gMobKNiyDl6jJzM48q6ID4uhtdencbylb8w4dUHeeqpx6lauZzaMPgDsfRpjYBGQCOgEdAI/C4CWrP7u7DokxoBjYBG4EJCwKSCDh07lh0iuyYyMrOUlk4Ii5i8io9lTo6T667vwWsTP2HYqOfUS1AS39Xeva5g6rQ5SntpEGYTzlBaICFkCfFG9OFe/e7hiUcGq+BVWVm5JwiQRCoWErTnYDq33TFW+a1GRUeRk51D20ubkFwqJZRLNhRpyWFn5fL1dOp+J3fecQ2PPTkCZcocDBLliFABsNxeL5/NmKF8PcVUNyY6khtvvIo335mJy+/n0L40lq38hWFDr6Na1XI8Om4iF196Kd8tWEiJ5AT69+/BqHuf4rWXXldEfsbn3zLu8eHUqVddmSY//cJkGjaozpfzf6BypVS1OSBzEo2rMD2Zt/jpCpkUP+ZFi1fx6y+/MOHlyVgtJjp268Du3Qe5+KL6RAphlZQ+wSBmq4XWLRsy4r4XufXmnpQoX4Y8Zz4er48a9Wux9NsfVSAo6VeI4Q/L1rFhwy9qXNGkh4lrVnauWrvwZwJ+EksUV6bRx49n897E1/ho+lccO55LXq5TkX7jrjehiL/6YCLP6SI/36Vy7kqfskkhEZblvpBAWVFRDhIT43F5PHw+awYff/ilCpSVnZ0b0hpLR2aFg9xjwoH79u3J7UMe4q0Jb5GYEMf74rc8sI/qOy/PRYmSxYmMdLB7/xHmzX2SRUvX0LJ5PfwhTBWpD2nWDZmLyF/nGshZpO6DE+t2TqYm96LsEHUBR61zIoEeVCOgEdAI/BcIWB555JFH/ouOdB8agbOOgGsjBESjI+kszkYJGOk6ImufxTHPxrz0GEUOgbxlkP01RDeHaPGFFG3tnxdTIKC0iJe1aqL8OM3BIK0uaUjTxrUxCVlLiKNN6yaULl+eHp0vVqarTRrWpGvn1ox7dDDRCfH4XB5KlEikXZtmJBUvhingo0RKcaWNrFK5nPI3FQ3wZa0bU6VyGRo2qEHTxrVUjlCbzYr0175ja2pXK6/8YBvVq8alrRrx7LjhJIl5rtI6h+dhwu/1KZPXli0aULVKOYMM+wMUL51MqeQEFn2/mp079jHo5p5KQ1yxQmku73wZflc+Pyxdqwj94Ft70+TiRrRuXpef1m1l4y8bKV0qhTtu7UP1unWpXaW0IqkHD6UzaEAv2ndpi91uoWblcixbuZ709GP06Xm58jGtXbMSEXYbjRvUUASOgE+R7maNayvN5O49B4mPsiuf1xWrNrBl4zZlAv3ko0OITYgz0i7J9IJB5VtbJrUEHdtfTFS0Xc2nRfO61KxVnaDXQ2KxWJo0qU2lCqns3H2AhBg7DepWQ3CuWL60Sokk5sAN6lenZEqikSLJ56NyrUpKE/7jyl/IzDyuoinXrlGJKhVSiRIz7pDK2BwMKH9gwVXWsUqlsgpjCQbWsH515Qct85OgXu3bNlf3zvdLf2LXzr1c1fUy2rVpqqI4lypZnBrVK1C5UhkIeLFYLWot6jRuQs3KKXzz7XJ27z1Ipw4X06tPF7z5TmrVqkTHy1uw/8ARVq9crzC85carKFUqmXp1qxIbF63uFSHDiEXAHxZRq5shdzHkb4Lk/0FE+T+sfV5cyJwOe0dA1jeQ/Y3xLsfn6hVVx/gNOS/A0UJoBDQCGoF/joApqOyX/nlD3UIjcM4RODYdfEfAVDAP4xmUKugDSzFI6HP2xjyD09FdF2EEDj8P+0dAylBIvsPYFPqz6QrBCee29Ykvqweiixm5dvOylbkvFsn96jRyv0ZIbtwCeXZVftxwnt3IUN5WD0RJjtpIcGdDMBDKLSubU+IDK4ZFJnDmGJrISOkvCHk5IVmMVDxKbG+OQXQLavJE5hP5fl2n5tkVjZTK7yrmvVIk16wNvPmGr2+U5NMN/W5IHmDxpbWG8+yKOXQA3HlGrlvJeXsiF6zbyLMr/au5iXmzkC3RdAYNE+vIaPC6DHlV7t4ocOWpXLsGZi5DBoWfyCa5anONtD9hZ1SZm2h6rYJdnuGTHB3KGZyXF5p3JOTnGqbPVrkmc5QOBMNQzuGoGMQMXc2vIHZRomWXdZCJiB+xLTSOmJLL6WAIP3Ftlly5oZzHstkgeZfd+eDzhnIA20DlF5ZcxOGcudKnBfxusIQMyERuswUEHyWT6+T9odbIa+RxFtnkulf6FzllPQRfeZnA44KIqJC8/hNabNXF//sjptQWOPQYZMyAmt9DTKv/V+u8OnFkAuwbYixN+H44VwLK7VFhIiQNPFcS6HE1AhoBjcC/RkCbMf9rCHUHGgGNgEagkCMgREgFTxKSIpxCSGjWyWMhv8hLrpkNsuY9bnwO//29PpQZs5CwUHFmh49OfRdyJaRXym/7CdeU8wWLfBZz4bAcBa9LVadTRfk92aSgHKHIzScumgytqu+38pnht3MQwiX9/7/zoc6cucaByCM+y77QvEQDGZZVahQ8ls8FpydthViGNdnyWc0nhI+ad6hfVe931kL6LCiLIZXxN4z1iXMhbMIyqPFkQyI0nphGh4svPD9zKIJ06L5QdQrUC9cnZFUg941a5wLt8+V+C91zqr7MM3RdPv/R/RLGVOQskkXmJUxTlz9DYMeOHWRlGb9TdevWxWY7dePb5XKxZcsWUlJSKFVKgtLBpk2bOHz4MPXq1SMxMVGdy83NZfv27dSpU0dFEv+zMfU1jYBGoPAhoANUFb410xJrBDQCGoFzi4CQDPM//PchbSwWQ8Mpz/IWs/H5dAnL6bYriNzpzKNg+z86PlP9/tF44fMyruBaGIvcT//FmhbGuWuZ/zECCxYsoFWrVjRu3Fi9RowYQZ5YDxQob731Fo0aNWLixInq7Jo1a7jhhht4/PHHueOOO07Uf+655xg0aJDySS/QXB9qBDQCRQSBQvpfsYigr6ehEdAIaAQKIQLi/RJUQYr+gfAWM558F84cI3Jy0OcnNztHBRz6B70YVcU8+L8gRqczj78hbDBwGvj8jX7/qooEb8rPdZ6IxPxX9c+n6+p+Es2vLhqBv0Bgz5499O/fn+zsbD744AN1/MorrzBt2rQTLUVTO3bsWBU5PELcLoCpU6dSsmRJnn32Wb799lul5T1y5AhTpkxh5MiROBxhM/wT3egDjYBGoAggoMluEVhEPQWNgEZAI3BWEBCCGelgxmcLGTR0nJFaSLS1f1UcDhUQ6tIrbmX46JfZsGE719/yMH1vuJ8t2/YYPqh/1Uf4usXMlg07WLZs3T9rF24ffo+0qwBWN98+VkUaVlrn8LV/8x4ZwwcfzmXUAy8ZUZn/Dj7/ZrxwW5sVyXU85vE3kYjJWP/GuoTbnst3m5XMY9nccddTfLt4FYiPtC4agT9BID09nbJlyzJ8+HCuvfZabr75Zux2O2LWHC6PPvooUk+Ibjg0jc/nU6bOck5Scnm9Xt577z1Kly5Nly5dwk31u0ZAI1DEENA+u0VsQfV0NAIaAY3AGUXAZKQlksjCVoneaxZy4jHS/ogJrV2CB4UCGEXYwSbaEj+zvviOJo1q8crrrzBz2vscPpzBvM9exmK3G+bMEvBJFenLZZA1CUSkfBfFdzbko2qxMGHidCpVTKVFm9bgOQZRUi/078yXf9LXNQyEIukSxCm8v2sElZI0QRLJOFLGtsep/MIqmJSkAFLyhH0AQzKJLJESdCsc+EqCKjlBfAXVPMU+O07lEpacuLa4GCNAl/ilSn7gUzSXv+1LfJDzCgTQEi2nEFazERhMcvcWDMykAlhFGMGhRF5JS1SzEk8/O5KgSwJJ2UGJGcIlKDmKQz61UbImoTkE3eDyGEHBwkHDBEPpMyIUmEqCQ7nyjWjXKihY+LzMV4J2SX5iwSB8XgJ8OQ2f5XCQLuWULOfl3pBgfxZwSH0HUVF57Np9EElVdCJfcnjt9LtG4DcIiOny6tWrFWGVSwsXLkTyeIvJspSlS5cyY8YMevTooeoJqZVy+eWX8+CDD/L0008rn10hyKLVlaQkUeo3RFXTfzQCGoEihoAmu0VsQfV0NAIaAY3AmUbAYbfj8/t59OFX2Lv/sEoDc/uwG0jfe4DJUyfTt08HUitU5Nef17N02c+UL1+ab75dQcDvZ+yj41n6/Y9s2rKbcc+8x0P33cq3Xy1h6ofzVJAmSVvTrU8X9m3dpnKv+n0BDh5M59nxw4lLSuK7BUv4euFylTO3RYuGNL+kMW9NmMryleuR9EV3De5PjfrVQwG3DN9gr9vDuCeeRwiolFo1KjHivltVeiMh00+Mf4edew5Qq3pFRtx1PTiimPXRl8yZt1Rpha7qeindrmqLyR7JgjkLmfbJfEXdruzSmu7XXMWWdeuZM3cJ+/YfpniJJKzBAFarhaF3jFW5htte2pRr+3c2olAJaRUKHxHFvM8W8Omshcoi22qz8sCoASqFz9sTPlAP8hs27iA7J4+777xOzXfKh3MZMuhqiqWUYPOvG5k7/wduubE7cYnxalNg1/a9zPxiEXcN7sfH781UOZMlPZLX61e5kNtcfpGK3jzvs4VqXJHjmt4duPSSRnwx4xt+WreFzGPHuXVALyTt0bin3yEn10mdWpUZcts12GJi2bF5GxPenE5Wlmw+mLi65+Vc0bUdB3bt4cUJ08jMzFJthw3uR2KpkmQeSuO5l14m7XAGpUslc++Im4hJSsCbk8drr0xl/cYdJMbH4HDYsFnDmwsKIv1HI/C7CIhWNlzENFnI62WXXaa0s2LaPGrUKOWb26tXL66++uoTgau6deumSPHu3bu5//77mTdvngpc1aJFC6UlzsnJYdiwYUiwK100AhqBooNAeJu76MxIz0QjoBHQCGgEzigCUZF21q3fqnLp9r+2Gx/P+IY3J0wjNzefqR/P48iRYyptzo6d+5n68VeUKZmE5KCtVrU8HTpeRrOmtSldMokrOrTk20UreH3ip9xw/ZXcduvVqq+Pp35OXp6LJ556F7PJRN8buuMQTabfS+VKZalWpRyNG9agQpWKPD1+IvMX/Ej/G6+hYoVU7rrnObZu2GGk7hEUbDYmfzCHI+nHuG1If0Xu3nr/M5YuWq7I7s5dB/H4vPS/oZci5E89P4mli1fyzqQv+N/1V3J17w5MmvYlR9MzWfLtMuR6l86X0KVLa555cQrfzF2kcu3e8+BLlCtbko4dOxETE8niJWuVnNf06sC7kz7nnXdmGUG95EHdbmfD+k18NH0+3bq0Zsjwmzl8JJNnX5pCbq6TdyZ9zuy5S+jZtwulSiXx6LiJZGfn8c3CFSz54SewRiuy+sOyn3HExxoaY6uFfQcO8+7k2QQCQT6Z+Y0yae7bvyvNm9bhwcdeJz0tg4VfLeW5l6fS46q2Kh/u1I/mITl/X5s4nV82bOeaft2wWCyMvO9FtWZDht9Gdo6T+x+ZQFbmMV56dRplUlMYfNft1KhWXsm2ddM2HnniTZVbePBdAzl69LiSz52by30PvUKx+Dikn8TEeNVv9tHjjH/2PVb/tIn+112jTE1Xrt6A1VZITK/P6LdLd/53EXjzzTcZMGAAtWrVQo6jo6OZMGGC0ub27duXY8eOKVPlo0ePkpmZqbrt3bu38s+tVq2a0uoOGTJEtV23bp26LkQ5HOH578qh62kENALnNwKa7J7f66Ol0whoBDQC5x0Cou27qFk9Bt/Rl3btO3LbzT35/vvVyny3ePF4pdUUjWlEhJXYmChFQitWKK1Mj5s3b0n9utUoUaI4zZvVYdbs75QW80B6Jtv3HsHlcvPRR18qv9N6tatww7VdaNumJRF2GwR8lC1fivLlSlGndlVKJMUyffp8bru5F+3atuTee24mISGOmbMWgEVMZCX9rJvevTsw4bWHCLg9pKUdxW6zkn44E78/gIwx+u6baNe2NaNH3MQ3C5aRk5VNZuZx5U9cqnQyM2e+RHJqCm+/M51mTevQq+/V9LymN9f0as+sWfPJzsmlWZM6XNe3I02bNcVkMtPm0iYMHdyXDld2UVrVrxYswyfpnYTsejxUKleS9999nIsvbsCWzTuRDYRjx3Jwuz1ER0fSs1sbWl3SgQHXX4XTma8I9MXN6/H9Dz8R8Gaxdfseene/nAjxcZVgYUFR2lopFh+jtNGxMdH06tGONu0uZdCQ/lgsZnbu2MfMmQto27oJXXt2pVufTrzx2sOklk7GHwhwda/2tGnXk81bdrFh0w7MFgtbNm/EYjExeeoc0g6k8ewz93D33Teyb8923B4vx7JyMQcDBPwBduzcx+G0NJ564k5uHXIDK5b/zMLvVhEbG6X6Ed/J775fzdy5i1nz0yalgW7X7hLuvN3YqPBJqiZdNAJ/A4HPP/+cO++8k5YtW7JkyRKqVq2qWom2Vnxz27RpwzXXXKMiLr/wwgtKY1uw21dffVX97ohWV9q3a9eOq666io0bN6rAVwXr6mONgEagcCOgzZgL9/pp6TUCGgGNwFlHwO/3U1xMZ0XbSjaVK5VRBC0nJ089QIbNDIVgCbfzen0nXpCvCJ0QTWeuU5nDCpHdsmW3IqPNmtSmcZM6qn5kpJ1IiZDqyzO0lyYzgRN9eck6kqHMiUuUkHyZuWAxKbJ3NFNyb4a0hDabIq1vj36BI0cyaNSsPvkuD3nOfBISYpXm1NAo5lGjegXyXW4a1KvGqHsHsuCrJTzy+Jv0uKoNt9/ah5ycfKXVBDFFdiuSKKQtP99D8eLFMKl0THkqAqyY7BolT2m0xbxYyJxVfF4tFkUUX35hMl/N/Z7WlzVRGl3JE+rx+omLiyEuPkblCZY2srkgmF51ZWseG/8us2d+zf4D6bRq2RB8BfPUnrwVzGYTJUsUh2A+uL2KCO/Zd4hDaRmKsCs/6/x8IuPjKeHxEB8XTXSUXXYHSM84pjo6kJaBd+9B7LYIHn34dkqWTGLWnO/4eNqXFE+MIyoqUpktCzl/+JHBTJ06m/vuGU/JkikMuq0fQbeLyCg7R7PzOHDwsDInHTy4H8XiYzl6NIvkpGJAjtrIKFkiSeF2cgb6SCPw+wjs3LlTmR2Ln64U8bkVv9xLLrmEu+++W5FWIbwbNmxQ2lshvhLIKlzS0tJUOqKBAweqHLxxcXHs37+f5ORkYmNjVbCrcF39rhHQCBR+BDTZLfxrqGegEdAIaATOKgJWq5VDaUch3w2Rqcr8VbSPKcmJ2CMisFrFaCiOoxlZHD+eg/l3c/IG1fmk4sUoW7Ykd9/7EOADjqj0OevXbFB+wYGA4eN6YoJBiW/kx26PIL50CUUwd+8+RN2mLcF3lPSjx6hSqazRl9mMz+vl4TETaNigBi+/+hCOqEimfzyXYNDod8/eQ/i8PmzEs/bnBcqEVwJJde96KT16XsmwzRsYNmwcc75cQskSiWzfvs/wvSWa7Tv3K5Io/qbijxyO+irEdOeuA6H0SHH8vH6L8rkVn2LF/hytNVkAACAASURBVG0RyoT5s5kLeOfNMdRudAVj7h/BilW/ICRV+gnPW46lP6fTRZNmDXDYbbzxzkyaNq5FmcplwW088J/Ap8CBbCioEuovJjqKxMQ4FQwK7BBpJeNIGjlqc8CkzJ8lmFh8XIwyyX740aFASeA4LmcmOzdt55WXJnPbLb257uZbWbX0az79bAHHjueQWrks9z80krtH3sJbr33A2299xHV9O6t74sFR/wN7RbUx4s49THbGMRyOCPbuO0y56o1wOvewb/+hP7hPCkxIH2oEgLVr1yL+tUlJSSxfvpxFixadwEVSEIXLihUrlNZWTJc7duwYPo3k6BWCK+mLpAwdOlT58K5atUqR5eLFi5+oqw80AhqBwo+AJruFfw31DDQCGgGNwFlEwKTI13dLVvP8S1MomVqSydPmcvfwm6hVr6YyIxZf1k7dDim/TZfLo4IQ5+bl41HEzIzL7VEmuxERNvr27crIe59RZrgly5Vi1vSvaXd5c+rVrKz8VMOk78QErWbi4qL5ZuFy2nVswy0DevDy6x+T4/awbu1GZZrcp88VIBGFgwEsDgepqSkcO5bNl18t54dFS9mzL02luylXphS/btzBo+Peol6TekybPIvBg65m94Gj3DToUa7p04HklERFrOvUrkzbyy9m6J1P8OIzr6icnF/M/Z5nnryH3OxjZBzLDhFUszIJnr9gGc88N0lpV2d/+T13Du2PxWE3oi0HzaSWTkGCUu3YfYAflz+jsBKfVjHjlqBUYs4skZhFi348K0dpnK1RKTRvUpsHHn2NW2/uqQJ6nYjwHNKgy+aCBH0WLbsQZEWuQWlghfwOGNCbRx6bwNuvvad8lj+f/T29e7bDme9W2mbR7HbufCnzv1nO7bc8SKt2rVjxwwplVj5y+EClwT6acZyPP5zCzBlfk5GRRXp6Jq+//anSsl/W/goOHjqqNjDaX9GaxUvX0v+G0XTt3p2dm9ax5qfNPP/cvUpb/sTT73J9+jGWLV7Flq17lCm0MakTq60PNAL/D4Err7yS9u3bq9+hghfD+XTD5yRqs/jiStTlgqVnz54qUrP4+EqRKM1SV7TDKSkpBavqY42ARqAIIGB5ROw/dNEIFEYEXBshkAemsxXUJABmB0TWPotjFsaF0TKfcwTylkH21xDdHKKbQtBIvfFfyWUKBpVm0evzs3Hjdvr16Ui3Xp0xBQM0qluFXzftJD3tCB3ataBli3rUqlmJqEiHMhOuWrkMVpNfaQ7r1qpM2aoVqF2lLMtX/cLB/Wm0aF6PW2+7GnMwSFJSPI0a1MQu/rrC4ETLabFQLjWFAwfTKZUYS89+nYm2WVmxYh1Cnh8ePZBySuMp5r0mRcAa16/O5q272bF1B82b1eWaXpcrE+TqVSuoyMxCqDdv3IZEV766X2fKlk8l0mpm7U+b2bX7AP16X0HHLq0pXS6VutXL8eOK9WRmZHH7Lb1odXkr8LoVqW1Qr7ryU7aaAlzWqjEHDh5h795DDLixG+07S5okb2gePqpWKqvkXb5ivVhfc/vA3sq3uVaNiiQmxCu/ZjHzNQV9JBSLUzjEJMSTn32cLdv3MmrY9cRI6qew5juICuaVkpJIowbVcTjs1K1TlfJlS4I/oAJ81a9XjYYXNaRSmWSWLP2Jg2lHufaajnRs30JdF/Pt5OQ4omIiufTiBmzasoud23cRHRXJmPsGUqFqNVJTYlm9dhP79h3k6p7t6dShJVUrl6NN6yZKw79j61ZEhvtH/o+ElBTatmzAgUPpbNm0SZGTe+++gUrVKtOsYXWCgQBrV/9K+fKluK5fJ+rWrmKYxwf+K99dk5HKKHcx5G+C5P9BRPn/6mtwZvrJWwXZ84y+TwYdPjNj/Z1ei10JUY3/Ts2zVkcsSxwOhyKxQmTDLzlfsIhFiVz77XlxF/gtMY6MjFQBrgq218caAY1A0UDAFAzbXRWN+ehZXEgIHJsOviNgOkvpKoKSG7IYJPQ5e2NeSOup5/rfIXD4edg/AlKGQvIdxqbQf9W7kE7RUFrC2hLZbArl2ZXUsCr/q/ibigmtmCWbID8vlMfVBHm5IH64lghw5hrkL9rIt2qI6DPOWy1GXllXniJrirVKBRnDEQGWaAg6DVPqKNHQhH4HxL/X7T2pIBR5lUyGFgfCxD9gkM8IyTkrZtfykry5If/gaJlD+LdF5uc0ZJX8uyZpI8UNec5Q/3ZUjl4JFiW5eM3SVrApkIs21MpIHWyCSJFJHtAFK5HLYuShtUeCX/LfukHS8ajcxU4y89y8+OzbmE1mxjw0yKDyJ8iu5MUN5bp15oDCxA95+YZ2NyoWfC7D7PkUvGUcFziiwe85mbJJ9SXyhRiXJxe8HlDasPDay4aCxfAbFpxtgpkUwTaUM1gIiF36CcXDVOvjMSJTnzL/gNGPaLQLpJYJdXiab2ZjY/LQY5AxA2p+DzGtTrOvs9TsyATYN9S418412ZXvWoWJkDTwLE1eD6MR0AhoBP57BE7dBvvv+9c9agQ0AhoBjUBRQkCIiDKx/a2vqGjRhPd6wWMEODpl2s5846PJfGp76U/MbZFXgSKReX2Sy/Uk3zpx/NvxhaAWLAVJgvSvZDpesMbJY1/uyePwkZLpN33KNTmf/xtZT/QfItEyPyGpQoT/qIh8Qg6F7P9eCZ+XvoQ8u5343B7effNj1v+yjRefHolJyKirwBqIHF4feEOYhTGR81KEAEuRz7+H94kxQ/VVXxLoq0ARedQ6htaywCV16P0NxjKWyO/MPrWmnP+j+YflPbWF/qQR0AhoBDQCGoHTQkCT3dOCTTfSCGgENAIaAY3AWULA71fpnEYOu5aRI280iGJBonuWxNDDaAQ0AhoBjYBGoLAhoMluYVsxLa9GQCOgEdAIXJgIiNZT5aIVB12zQXpFQ6qLRkAjoBHQCGgENAK/i4Amu78Liz6pEdAIaAQ0AhqB8wyBMLEVf2Z/QKVMUjmCNd89zxbqDIsjLtDiEi7rLtb2YkEv1udRgKS+FhdwsVqXd3Ebjw1dl3PiRi9PfuJ2Ldbo+t45w4ulu9cIaATONQKa7J7rFdDjawQ0AhoBjcDZQUA0o+oVesiX4E7y2RzyUw0YEZ+NOqFz8iaEIBwIqmB9kVraSJHzBevIZyGn8q6uh/qRc78dT66LpjZUVYisKqpeyBdaTshYVjM7t+5l7tc/cNO1VxJjjwmNYzRRdcKkOHRKvxURBOT+sMHXC2HtJoiNhn4dIVGy5QRg4WJYtQFKFoebehik1uOE96ZDngsG9oDYRMjJgBUb4JL64JDYcKHbrYigpKehEdAIaAROQUCT3VPg0B80AhoBjYBGoMgiECKabqcLSUTgiBZVWBBnrlNFNo6MjTKIrQRVMpsJeL0q722URGC2WY2o0GYTrrx8An6/Sh1kjXQQcHsxCzGVlxBSs4mgMjcGk9Wqgkt5vF6iJFWQyYwzJw9bhBWbRLUWYmuz4pc8t243khbFFhMJHp8hiymIy+lWhNYh7a1Wlq/8hfemfMH1fTuD1ULQ5SY/343FasEukZYluJQuRQsBIboR8OlcePszaN8GftoAqzfDhAdh3iJ4fQZ0agUrfoWMbBhxM3y+GH5cH0rvHIQRQ+DThZCRBZc0Ow8hkqwHxz4C7+Fzn/Ug6AdbCiT0BlM4Avl5iJkWSSOgEfhTBDTZ/VN49EWNgEZAI6ARKBIIOKL47uslvDv5c5Vftm6d6jw46ibeeOdTli1fr5S3XTu1YsCt/VmzfC1TP/6KrKwcsnJdFC8Ww7jHhpBUqjTvvjGNz2YvxmZ3kH4knUcfuo3YmChefHUar704mqQyFZn50QxWrdnIRc3qMH3WtyQVj2f7jn2UTS3BZa2b8OGn88jLdTF6xE2069KeX1avYeyTb5Pv9mO3mXnw3ptp0KQ2Tz35Frv2HCIQ8LNnbxrt2jTjtoG9mT5rAXv2HGLCxOnceG1Xxj/3Hrv3HSbrWDa33tyT667vBj7J6VskVk5PQhAQd20XbN0LN10JfQdB+lq4eSys/gk+/Rb+1w2uHQjHN8Kol2HVGtiwE27rBbJP8uwU+GUNbNoNw683MoD9Ngj6OQc7kAeHxoJz64lsVedMJvn+RNWG+C4FUq2dM2n0wBoBjcBpIhBKfHearXUzjYBGQCOgEdAIFAYEzGaysnOZM28pD4wawOPjR/HmuzPZd+AIc2ZPYPasl1m+6ldmfDybfJeHjz/9motb1Gfahy/hcNgZ/eDLHN6/n337j/DaS/cxe84kel7VltfenE7Z0ikcOZLJ6jUbFSmZO/8HEhPilJZ27ldL6du7A5PfepSly37mx+XrmDLlRTp3vIRJU7/k0M6djBn7Jtf376L6HDa4H2Mef5Nd2/awZdteNm3ZxbjH7+b5p4Yz64tF7N59gJtv7E7tmpW4a0g/3nn/M3xeP7PnvMULz4xgx4594A07cRaGhdEy/i0EAoar7eiboG9HIAN2HoAIK5RMNlJPS4YtIcUWC2zdA9l50KwWTPwMXv4QWtSDJWuhQmkoVT/k9ytPgefVpoi4EvgNmUSuc/7SNt5/6/7UlTQC5zECWrN7Hi+OFk0joBHQCJweAuGn17AT6On1UhRbNW9ahyaNaxEdEWTxkjXK/Pj2YeMhGGDnrgMs/fEn+vS8nEYNa3BDvy7ExDoYMuhqbhkyFofdxhNPj2b1Dyt45vaR7Ny+F6/HR2rFVBo3qqnIcv161TiSfoxhd/Rl777DtGhel4ta1Cfo9VO7ViUaNqhBbHwZalSrwLIVv7By9a+sW78VIchzFyzDm+9mw6YdbNy0k6TixahQvjRJpcsRYYFKFctw4GC60iRbrFaiIh00a1KH0WNe4bZB99O5fUvGPDECPPng06bMJ+/f8Pcg/L04eaVQHYmlvJBTB+zZAWPegG6XQrXacGNXePwd+HET+PMNs2WLGTq1hR0HIGCC9s1h0pfQpSXcNhhS4mH0/yBKrPn95xESJovhvx5etnMpmsiii0ZAI1CoEdBkt1AvnxZeI6AR0Aj8DgJmeXqVwDMSqvV8eGL8HRnPwSnx042MtCt/3YDLjdfr48ouralVvwbB/Hxuue5KUiuX56flPxHpcIQUXj5iY6Nx2COUKfHoR15ny6YdjBx+Iz8nFmPe1z8ov9ue3drw5HPvEz89GpvNSs26Ndi6fS8+nx+/x0sgEMTvD+AXf2B86t3t8XA8K4fSpZPp0+cKPE6n0gYPv/M6KpQryVffLFMm0BJuV9rl57vweLxEOmQOAVz5bjp2b0fpimWZ+fGX3PPAS0yZNodnnxxO+UpltO+uChLmhYDLuNtMEsa4kBc7bNoEw56G1o3gtr5GVOXLLoOKpWHTPvB74P3Z4PYYrqZDBxnBqia8BnUqw5S5UCoBcvPhrZkw7JZQVOdCDo0WXyOgEdAI/B4C2oz591DR5zQCGgGNQGFGwBxrmP/50iVCUmGeyX8uuxBOn8+HOTqG8mVLkpZ2lCuu6EbH7v2JjHRw9EgGFouFzVt3s3//YSBFEdrkpEQ2btzBvj0HmD/7Vbpf3R+n00We00XA4+WiFg0V5mKafMnFDbBGFsfj9SliHZ6EkO1TAiUHg1QsXxq/z0+JxHg6XnUz7Tq34Uh6piK20k7kLVhMJpMi6WazGUdCHGuX/0yxSBuPjHuMFd+9rzS/v/66XQWyKtjuwjyWiNhu8GeD2QLWhMINQwTs2AYPTYBbesCD94FZphSAFcsg0g4drweJb5Z2FOrUBOWTmw9b18Lm3XBpQ9ixH/p3NKIxr9kcMhXWe2KF7t7IyMhg9uzZ6rVhw4ZT5E9PTz9xLTc398S1Q4cOMW3aNBYtWnTKb9MPP/zA9u3bT9TTBxqBooSAfgoqSqup56IR0AhoBASBiApgtoLvKATkQUf2NU8lTRciUKIdFc1oQBFIE/fcM4Bhw8dz+y2DiYiJYuMvW7l7+A1E2W1YLGaGjXqWmnXmsn3LNsY8MJCUUsl8NONr7n3wFaUv3733EMFAgMPpmaRWqUKLZnV57pWpXHpJI8CjiKpbOVIaaMvYhmbXpN5zcvOpX686N9/UncF3jad+429IP7QPi9nEY48PIxAQYi6aYJN6MHW7vepz1arl2L37IK+8MJli8TG88c5Mml5Un6yjx6hfpxoNGtfSWl2BXExQheh69oC9UuEmuxZDU/vga7DkJ6iYCsuE7Jrg7v6w+yA8OhGqVoO1P8N9t0BqGUPrm50L735hmDyXKAcX14PhzxvkeGDP0C9BIbfwvtB+z7Zu3cqdd97J/Pnz1dTLli3LpEmTaNOmDfv27eOWW27h66+/Vtf69+/PG2+8oX5PRo4cydGjRzl8+DBPPPEEXbp0YeXKlfTr14/33nuPKlWqXGhQ6vleAAiYgrLVrItGoDAicGw6+I6cvfQEkhLBUgwS+py9MQvjumiZzz0CQQ9sagbuHVD+DYhqBAHnuZfrXEpgtpCRnkHakUyqVSmHLcKmnvYP7dynfGflX2Gd2lWoXr8Rc2d9wZvvzGTADd3wBQPUrVGJavWqKc3txp83s3nLbpV2qEmjmhw9ekz51cakpPLJlE/46NOv+fSjZzGbLaQfTiftcAZ1alVWM5d2CQlxlCxVisyj6Rw4lK6umRx2li9Zw4EDh7E77FzephmOYnFs+3WbCo5VtlwqPo+brdv2UCKlOMVLFOeHJavx+QNc2roxK1f+yr59aSr1kERsji1ezGBG5xLv82FsczTkfAs7B0NyX6g4CUwR54NkfyzDkQmwb+ipuZOlthl8Hli/HTKzQQisyqRlhrZNIT4Rlq+BA4chtQRc1ALIASzgyjf8dquWhYhocGbDwlUQFw2XNvmTfTB5OqwwEZIG/rG8//UV/3HY3Pw8isZcB6ovMf73/9dzPc3+5Lfqhhtu4IMPPuDVV1+ldOnS3HjjjVStWpXVq1czatQonnvuOUVwjxw5wsMPP8zEiRNp1aoV3bt3Z8qUKTz77LPExcXx1ltvMWDAAFwul9L4nqZIuplG4LxGQGt2z+vl0cJpBDQCGoHTQEAe6CU35N6HIOcbiJLQqxe4dtfvo3iJJIqXLQn5Rt5anC5KlU+lZ6WKBsiyoYULl9vD8ePZXHH5RTgSS0IwH/JdiuzWalSTWo3qGraffi8lK5YjmJfHku++V+mKruvbEbM9Alxukkslk1yuNDjzVf81G9UE0dS6XSSmFCexjMiSD2IGfVnz0BoFweNW41WtU9VgNC43VpuVWqKxlfy7Ph8t27U0WIrLRbPWTWgmrEaK16WJruAg5vvis378cwOXYp3Pf6JrSPr7fyUasw0aNTQI7CmVZB/LCxeFbyEx4hCDDjFNDhgphmqLSbNEa3ZDVAxc2SlEco1b85Tu9IfzGwGx+ChRogSXX345gwcPVsI+9NBDCLHNz89nyZIl6vqgQYOUBnfcuHFKAyxkV9wgwsXhcLBmzRqWLl3K5MmTw6f1u0agyCGgyW6RW1I9IY2ARkAjACT2gyOvQMYsiL0cohpf2NpdeciTCMW/jVIsUXyQV6jYbCqtzy3/60FAVGfuLBWASl2V50RnKNhRuL7Fj9frZcO6LYimt1f3didNiL2+k8dSP9zWJGq6grIEwfkbzbvI63Ibo6hAS1KnwNhOCT4WKiEyHf6o302G9U3213D8a4hvBnGSr6eQF9G0/hk5/c0tdGK20i50KykCLHs6J904T1TTB4UDAYkpIJrZcFm4cCF79+6lc+fOWK1W8vLyiI42grFFREQQGRnJ8ePHSUlJoWnTpjzwwANkZmYqja5ofC+++GIuuuiicHf6XSNQ5BDQZLfILame0DlHICABUdJVKhMK7KKeUbnkodwSC5ZCHoDljIJ0gXUuPool74VdIyDtOSj7LNhKQ0CelrX3yh/eDR4P1ZU5c23IzztJdP+ogc9PhD2C24bdFLIZzTa0tycVKH/UUp8/IwiYQcyXnSsg7Rkw26HkfWBNPiOj6U41AucSgZ9//pm+ffvidrt57LHHVCyAgtrbsKeixApITEzkmWeeUcGpUlNTSU5O5scff1RaXfHfFRNoIb4jRoxAAuDpohEoKghosltUVlLP4/xBIJADOYsNLdrZytEn5peOyhDT7vzBQUtyjhEwQfId4PwZ0qaA6X4odR9E1jZSsYhfry7/HwHZoJKgUgUCS/3/SgXOCKmVzSZnAVWZJroFADpbh5KE1m4MlrsIDo0HdzqUGwfFup8tIfQ4GoGzhsD69euVKbPT6VR+uNWqVVNaXSG4YuosRYivERTPEEvMn4UcS7nnnnto1qwZEq1ZNLxjxozhqaeeolatWipwldFC/9UIFH4ENNkt/GuoZyAIiKLKYQW7DQJB4+UM222FrsfYQe1Wik+cD9xCEG0QIb5dQUODI20iI4xz8gDrC4DL888VYUIkAh4j3cXZWKGAD4LikKWLRqAAAmYHlH1R5XUl7UPw3gnJAyD2UrCVM9KyyJdH7nVdNAKFEQFlPSP+yvKbvh2y5kPGh+A7DqXvghJ3F8ZZaZk1An+KwIEDBxRpFTL73XffKdIqDcR8WcyVV61axbFjx9i/fz85OTlUqFDhlP527NjBp59+yieffMLy5csVKZZIzi+88IJqc0pl/UEjUMgR0GS3kC/g2RH/XDwI/wPViDzs2K0s+vZX3nz/e6xWCxXKFefhkV2JEALsD0KMnZdemMeKNTsxm010aV+Xfv0u5ovP1/DhjJUqzUjt6qW576EezJu1ismfLFfpP+rXKcvQgW1wRNnVs9Tfx9sM4penggL9/VanXfNsjnXaQuqG5wQBayKUmwi2ZDgskV4fhcjKEN0YIuuAJRrMMdq0+Zwsjh709BGQHLp+I7WWWNPk/QR5K8FzBCJKQ8XxUPxmnWf69AHWLc9TBCRPuERY3rRpkyK34r8r0ZTFNFnMlAcOHIjkze3QoQOi9Y2NjVXRm8PTEa2vRGuuXLkyTZo0UeRWtL+bN2/G4/Eoc+dwXf2uESgKCGiyWxRW8UzOwb0VXBtDI/wDAnraMgWMwCJRF4E16e/1YjYRcHuZt+BXqlRMZsDt7Qkcz8NqMRsaW6uFrPRsvvhqHcNubUvN+uWJtlnIy3Ly1cJfadG0El17NCWY54JAgI8+W0WTBuXp2aMpJp8fm9Vi9PP3pNG1NALnHwKWGCjzEiT0hUNPQ853kPkJBD85/2TVEmkE/gkC4X9L8m4rAyWHQ4khEFHpn/Si62oECg0CEmwqKytLmRsL8ZXoy2K6LKmHhPRKztyMjAzGjx+PBLMSE2XR2oZLWloaotkdPXq0OtWpUyeuuOIKRZQlyJXk3tVFI1CUENBktyit5pmYSyAXPAdCPYefKs7EQOE+hezaIbJA1NHwpT96Fxc7l5es7HwCgSDfLviVvp3qYxYTZTFVtpvJTM9R5HfNur0ELRau6tqAnIxc0jNycNhtLFmymeu7N1Gk9uCh48TGOFjw3Uau694ES4wDnNq/8Y/g1+cLEQLRLaDKLHBtgbwV4FwHvnSt1S1ES6hFLYCAxESwxBkBqSS9VtwVOkhfAXj0YdFEoHjx4soE+c9mN2TIEOT1e6VUqVJ89dVXJ9IQ2e123n77baXVlejNumgEihoCmuwWtRX9z+cj5rjh2+RskV3xv/oHY5nN5OS62LrjCI3qlmX18m0sWbyRF5/sR0KxKLBa2LU3g9w8N5EOG+9PWcL2bQfp060J23elU7NqKb6at45f1+1lyMA2HM/Kp0RyHIsXb2LN6l08Pe4a4qIjjByF/zm+ukONwDlAwFEd5FX8HIyth9QIaAQ0AhqB00agYLTl0+nkj9pfCERXTLh/G2latOJ/hMnp4KvbnH8IhFnM+SeZlkgj8HcR8PpIKBbNx28PJKVCMt5jefS86XV+XreHNu3rgtPNRU0qMmfaEBKqlGb5/LWMf2k+va5szPzP7ialfDJHdxyh901vkHksj9mf3kXJyink7z9GqyufYde2Q9RvWhm8Wrv7d5fktOpJRGmMCJKn1f60Gkk+TvkZ/AebK6c1jm6kEdAIaAQ0Av8aAQkhIvvhkkZWwmJIHMpw7uHfOy8/7RKk2xFKpx3OvBYJ+NGb2P96Qc5dBzfeeCOHDh3i66+/VkIIaZ0wYYLyRxbz7kGDBilTbck9LJGrJb+wmH8PHjyYa665RrWRlEti1v3KK6+cu4nokc84AprsnnGI9QBnHAGzmTxnPpu2HiKlakmlwfV6A8SJ+XFUBFhM7N96CH8gSEKVsmRl5WOPsJKTk0/asVxSKpUmK9uJxWom6A8iZsxCdrNz8pWJs10iPOtotWd8GclfB94DcNbSNfnBHAUxrcF04Zhu+QJB0lx+sr0BFYRc0/wzf2vrEc4cAsJ9JEZhpMVEpMVMkt2Mzazv6jOH+Dnu2QZ+D3z2GaQfh8saQ41aBpGV8zNnQUZW6HxN4/yOHbBgJTStDY2krg3W/gxxMVCl3DnYYz3HEBb24SW69NixY1V+4PLly5+YzmeffcbQoUOpV6+eikj90EMPkZCQwO23386TTz6p8gpfdtlljBs3jm7duqko1WK+LfmJdSnaCGiyW7TX98KYndmE12zig+krmPTRMjKO5dG6RVUaNK/CJ+8tpkadMngxM27cTEqUWsy+vUe59cbWxCXH8fSYT5k89Ue27TjMtb2bkVolhUfGzCDw1rfsTztO355NqFS9lJGq6MJA89zN0psO7t0FzObPsCgSyVX8/VTeqjM81nnQ/WGXn2XpLjZkednr9HLco8nuebAsWoR/iYCQXeG2URYTUVYzpSKtNE6M4LISDkV+/2X3uvn5hIAZfH4Y+xZs2wuVUuGRifDYMKiaCs99AJt2QWoyPPwGjL8bSiXAw29CiQT44nt4ZRSklIRp86FXG6hSUZPd82mJ/0qW9PR0rr/+eubPn4/4GsfESCYBo7zxxhtIHuEvv/ySMmXK0LRpU95//3169uypAnZdWIOhtAAAIABJREFUdNFFNGzYUGl/JbewaHMrVqx4Qssb7ke/Fz0ENNktemt64c3I6ycpMYbnx/bh+2XblNa2besamC1mDh/OJjEug8u7N2X8wz3Zsj2N0iWL0ahxReXLK21WrNlFTLfGXNa6BtgsjL3vKlas3UVUZASXXlxN9YNX7J10OaMISPokMSk+4SN+RkczTJfPlhb5TE/lT/oXMvDVQSezD+SxN89PhNlEmSgLdeIjiLCYtNHCn2CnLxUeBJxilZPvY+VRF8uOuvjucD59ysfQJFFsWHUpEgjYYO8O2LIbnh8BpZtA/2thyY8Q2wo+WwTzXob4qnDXKPhwNvTvCGlHYeok6NoTtuyBxauhSiq0uBjIOw+RCbohcL64TQXBHGlkyTgPoDpy5Ah5eXmK7I4cORIhreEiRDg+Pp64ONnERml458yZQ3Z2NjVr1lSplcS8WXIOS0Tr6dOnqwjUF4KvchijC/Vdk90LdeWL2rzdPmITounSs6mhqMv3gMdLmdLFqFurDOTkU7VWKlXrlzPy7qrrfpJLJdC1V7LRxumGfA9JpYr9ph+/duksavfLBTIfXzDIx3vy+Hh3LnaLiQ6lImmUGEEJhwWL2H7qohEoIggEgvIzHmSf08/SIy5WZbgZ/+txhlaP49IS4qCpS6FHwAPlSsGkxyE9C16VLGpOaNUMft0BifEQnwC4oGktmL0EoqMgIRZeex6iHOqxgF92wgODQn6/EipC/HjPp5/DjA8h/fWQTOdSMPlSBSD1CYjrcF7cPjVq1GDhwoUqyJT44krAqXDp3r07Y8aMUQS2RYsWzJw5U2l/bTYb9913H/fcc4/y3ZVcxJ9++qnKS9yyZUtmzJiBw+HQKZfCQBbBd012i+CiXpBTkv8Hon39jQa2h6QT8gdOvlzek/BIG4/vVBNlIQD/79zJJvpII1CYEPjmUD4f7c4lNcrCVWWiqVssQhECv6h7ddEIFCEExJTZhIlqsTaqxFipGW/jo915vLIlm7gICw0TLhy//CK0rKdOJQhWG1gjIWsP7DsKycVg7xE4dBRiowDZ1wiAWUyefZCSBKNugpkLYXh/2HcEalSAb1bBqjegZzto2dwgyKcOdg4/eQ9B7kpjE/5ccl2BQP5XeA+fQzBOHVryBstLtLUFia7UksBTq1at4vHHH1eNatWqRWZmJvn5+VSqVEn5+MoFCVJ15513MmrUKF566SUWLVqkNMQ7d+5UPr+njqg/FQUEJJadLhqBoouAkF/Z8tdFI3CBIbAvz8fHe3KJs5npUy6G+gkReINBvAHjKyFfC/3SGBSle0A2cTyBoIrpfkmyg2srxuAKBJm0M4ejbu2KUuh/AmUv2g2uTKhdC54aB50vgamfg8UMbrH8dRlRmkXhp/7zB6B5U3hqLFQuA2s3QcXS8PlXkJQAk+fAwUNG0KrzBh9xr5Gn8/PlVUjcfcR/V6Ixf//99/z00080atRIaWyjoyV098nyzjvvKI1v/fr1mTZtGnfddRe9evXik08+we/XvxMnkSo6R1qzW3TWUs9EI/DXCPjSQXaNz3aJKAsWsS/T5WwhMP9QPhnuAD3LRVMtzobHL0aeumgEij4CQuDdgSCNEu1sy/EiFg5rM910KCWqP10KLQJ22LwVHnwNJj4IJUsaZsz2CKhRHg5nQvoRSK4JK36F2pUAcd/MMjSU782Gdk1hXxqkloBRN8DNY2HPXihdWqchKoz3haQbCpdnn32WF154QWlrq1WrxgcffMDAgQMpV05CbhtFNL2TJ09WGtyUlBTcbrfKsSt5dgv2Fa6v34sGAoWS7C5ZskQ5p8sSdOnSBbHNP9+LRIeLjY2ldevW/09Ur9eLONHLl7N27donrotPQeXKlVX0uBMnT/NAnPolel2PHj1OiV53mt3pZoUVAUntk/tjyDbpbNhHyT8iE8S21mT3LN4zxzwBlh91UTrKSsPECOWOdtKz6fcFMZvNyg9KdrYvpH/6JrMZi9msdvTPx3mbLRaV+uy3Jnu/v4r//mz4oU9MBQWPPxr3r67/XUn+bH5hWf5uXwXrCeF1WKBFkoMVR12sOOrmspRIFZStYL3z71i+qScf4M+9fH/1y3EWJfRCtSpQsQzcMR5q1YCVP8Ho/0HjRtC2KQx4DOpVMYjv0OtD/riR8N0S2L4Phl0Huw8Y/ry3Pg6JsVCjeigH71mcih7q3yEgv02Sgkhe4SI+ux999BHXXXedOiX+uMOHD1f/18J1Xn75ZcSHt0+fPojGV1IQiSmz9HPttdcqE+lwXf1edBAodGR39uzZjB8/nv79+yvzBMmXdccdd9CpU6e/vSpC/GT3Z8SIESQlJf3tdv+mojjAp6am/i7Z9Xg8TJ06VX3RMjIy2LhxI7fddpvalerYseMfkl0x15AIc23btv1L0SRK3SOPPEKbNm002f1LtIpyhVDEY/UwdRbJrrLHKsq4nl9z2+f0qTy6tYtFkBRhwStP/n9RvB6PInzyICAE8OwUE45IK26X78wSbAkoajFjs1nweE4dy+/14vb5sNpspzwUnZ35//UoudlZSvMQFR19RiNni4LE7rDhFdePYJCs48fVQ6E90vE73CtIdlYWEiDGEen4V3J5RLMCWKynPo5ERNjw+vwEAwE1/79G6v/XkNzqiRFmKsXY2JLtRSI2SwTy87n4TDH4LGUxSWo0iVB/zooRnMhKJJZzJsNvBvaDIwKevhPmfA/Hc+CqO6BpY8APD90Cny+G7Dy46UqoKmmFnECE4dt7743gsEONKjDyeoP8tm4ICaL9dZ9nQap+M3X98VQEhKiKObIoi8JFlEXz5s1jzZo16pQowkR7W7BcccUVCCkOR2x+4oknVKoiCVAlyiBdiiYCp/53Oc/neOjQId566y1lXy+7MlLkhl+3bh2SKPrAgQOUKlVKnduxY4cishKGfMOGDRw8eFCZMlSvXp0VK1YwZcoUmjRpouz0nU4nP/74o7r5mzVrpvqVviS8+b59+6hatSpRUVFqHCGsEg1OiuwsLV26VJlByJdKZDl27JgKab59+3YaNGigklhL3WHDhqnr4hgvZFteEgJdcn7Jl+7+++9Xmt/XX39dOdh37txZRZWThNhS9u7dy5YtW1RYdfFDOHz4sPI1kPbNmzdXfYvGW4iz5BITWaTIPIQ8izN/cnLyefkwpwTVfzQCGoH/DAHJqSv+i8UjzMiz/V8lsYiOtvLy+Bf5dMoknnnzHRpd1AyPW8KUnsliIjLKyvbNO0guWQK7XUjTX5Py05HIbDWr4EX79uwlsXgStggjWJHVZuGLj2fwzJgHGfPsC3Tp0ZXcvDM97783A9lwMJtMzJz2AUJ0+w24CY8nqMjf3+vhn9WyWs3s2radvbt3cfGlbZgy8TVq1qtP+y5d8XlPavvFAsDr9fDJ5HepWLkqna7qSr7r9PzcoqNtjB09hrj4eG67+54T2nXRGv/y00/k5mbTqGlzTGbrad0bopN0WEwUizCzI9dHri9IsfM8TtUSXzc+zmtGIBhU6//PVvG/qy3fRJHhRn9pLvnvuv33PXlkUwZ6dQ+RU+E6Ek05CBEO6CN8RfYzhLwK0ZVjD9SuWeA80LIFtGwV8vHVRPffr8tZ7kE22uS5/7dF8uvK64/Kby1BhSOI8kyXoo1AoSK7QviEzIm2M1z69u2rDvfv388tt9zC2LFjadWqldKMymcht6L9LV68OEJAhUwKEZbdICHBHTp04IEHHlCR2Hbt2sVNN92kNKyjR49WEduKFSuG9C2O7EJQhXBLH9KvaIe/+OILZWos708++aQioOInUKdOHbWjJARTyquvvqrOie/AkCFDVJLrbdu2IdHiRD4xo2jcuDFpaWmIFnbr1q1MmjQJ2YUSUizyiBZaiKvIKCRX6kkfQtY//PBDVV8izoksEo1OzstY0k5kl75Fa6OLRkAjULQRcIXCLcuD/t+hj2Iueiwzk727duLOzyfCZsJhs4myRGl1RL/kDoAr30dMtFX1mZtr7KjHxNjUZ2eejwi7lcjQfxWJB5Sfb9SJjLJhDympRJ4cp5+4KAufzZzN+AdHM2PhEhISY5T+X65LVXnleUAUftJWiEuu04/fH0C0ftGh9KlCTfPyfAQCQeJijd83qStH8p7nCuJwmHj31TdYvOAbXnxnEnaHVc1F5p2bk8OeXTtw5ub+jgbRRGSkFXtItaXGcvoJhGSIshvP0nI3CT5Op5dIhw27FaSuQCHP2k6PBM/xYrPaVPqTEBQIRs58rzKdi4004ymAmWg0Bf+bhw5VmlOvx090lIVAUNJGGfev0xXE5/UpDWtkpMQiPnne75P1sOGwGYpZuSXynb7/Y+88oKOq1jb8JJOZSQ8EQighpBIghN679CIIioigoICoICC9F0FFijRRQVDxAkpTQUSqFOlFeu+BEEIaIXUyk2T+9e2TgcgV7vX+SHP2WpPJ7LPre9p+99eU1N7NxZGsHHASRY9cXD1ddHz5yQzyFyxIo5ZNGDBqFOKrRW8Qz7aCl3Yujc46jM4uvDVgIDnZYMrMQq4BaUc+KqpbpgVHRwdc3Zxu63SI8yCzWdrQNjmkb3cxp7x5kxxxm5ubHB0ccXFxZO60KZStVIn6jeqTlp6Nq6uTmrf0IfswJpPl9nxtde/+lmtJL+PQOSriliyTfnzklHcPV/3OwJ2Y7GJqs0o8TD+qJNiJQkiG9TGzcxZM5Ma4o72qQfRn+Tb85PvuHT8hwrZkK2f7bf+2I2BH4KlC4Ikiu2JILsTvzwJAy6JFdpxtyWZ/tm/fPiV5FTIpLslFVaF9+/YqrpZIW8WOVYjlunXr1HEhh/Xr11f6+40aNVISWfkWia6QWyHXe/bsUZJTMXIX9WNRnRDbgI0bN6oxiNqESKDzJrGDk4+MX45/8sknStVCgmILgRYSL0RVjok0t3HjxqqMkHKj0ajcpIu979ChQ9mwYQPdunVDxiXEXtoVOwQh2REREUpVWlypR0ZGKmmxjGXz5s107979nvZXecdq/9+OwGOFgFEPWdla+CgZmEj/9Dow5Nm4EdebsgK2SQYNTtpKTVQyhRlIGxJWKtOCWuX/AxY3Ml2RDMqi9b9JslMuKqvOLq4cPXScxfO/oERgMCePHSYtNZWWbdvT+NlnGTp0ID6FfOk3cgTmzGwmjRmvpG59R4xm5+atfDl7phKzvPRad5q1aa3+//n7lfz43SKyLBb1/J4850v2/baXPl06kZ6WyoShA2n9Ykd2bv2VAgULcu3KFRLi4xg0dgInjx5m1dLvCAotSd8RY8ifz43zZy/y/rDBZGdnUa12XXr2H4TB0croAYMVcfTK783BvbsJCA5hwOj3WL1sFe8N7q9UZYf27snYKdMp5Kupt4kUUaTKynb0LqC83JxYvWoNS77+Uj07q9aqw9sDB+FkdOTIwSPMmTZZYaPXG2jbsRPPP9+WZcuWs2vrZoJLluL3vWIfD28NGEzNqpU5feEyc2dMJeZalMJM5vzKyx04dTGSKeNGUfuZRrzQuYt2rQrhd3Bg8fwv8cqXj8o1arJ80Tc46XScOHKEgj4+vDlgCMX9ixATk8Ck6VO4HhWFh0hJBw4hJDSAndt28vVns9V7qUqtWrz2dm+iIq/w7fwvKFq8OHu2/6bwmjh7DjsPH2XbxvXqfVOhSjVuRF+jQKFCnDt1kohKVWjcrDEiH/9u4WJSk1NUmyWCgqjbuCEfjBitNkrk/dbz3YFUrl6V7BwHPh7/AWdPnlTY9Ro0lIpVKqgNiOX/WszmtWso5u9H9NWrVKwusV9k2g7oDY5sXvcr+3fv5MLZ01SqVp36Deoye/osDu3bS052Nl3f6k29hnVJSdMIuKp8nz+2e+BJuO0dycbgkKn43CMnu2rTKXdX6T742g/ZEbAjYEfgcUbgiSK7om4ghFeklMWLF1e4itqwfGShJosW+UgSCaaoxAnBk9hZoqMvqsjvvfceLi4uSrIrBFNUg0NCQlQd+ZZ2UlNT1Yvc19dX5Yt0NzBQjD+0JA47pIyQ1NGjRyuyKarIQkqlvqhS353kJS4fIaY2FQuTyaTItywQZNxyTKSxMkdJkiekXcY5Z84cpk2bptSRZe5SxvaR+Yt6tNjkythkLOKCXeYmDq4kBQQEqHFJX/b0kBGQFZaIgISACRlLztCImG0YkufurB0XyUNqboR7ydM7amIZEQ2ZzFo7LnpU/JhUk9bOk7CCs831r3zn4hIXGY+zsx4PD5dcouvEjetJXLgcq7BxdTHg6eFM8aL50Qup1euIv56ETudIfm9Nnf/w/gvK/q9ihD9OIuq6Kx7zXxnW015WbFdjrkWz4LNPMDo7U6CAN9HXojlyYB+lykVw6dxZflr2HZ2698BkMvPp5Il07NadA7t2MqBHV+25pdMxsm8v3Nzc8crvxdgBfUlNTqZQkcKYM82sXfm9cgol6rDyXDx1/CgVqlbjuy+/ID0tjUJFixJ95Yrq08PTi8iLF1n/00rKlK9I/caNebvTi0RHRZG/QH727dyuyGH/IQNZt+oHVbZocX+Sk26qOj6Fi6hnvjxfRdp5/PBB5Nkrksd7mTLLmAwGHT+v/Iler3RSqsPObm5s3bCWuJjrDB73Hpt++Ynd27bi6uZKbEwMR37fT3hEBBfPnWXRvDkULOSrnseJ8XGIXarf7M+ZOXE83y9eiJ9/CfVsX7lkEc80aqSk1ULk/AODNemy7FQI+XN0VMS5SDE/IipV5uNxo3ln6Aj69uvNjOmzmDdzGmMmT2XS6OG4e3jQu+87/LJuA8sXfkPjli356tNZijyHlgrhy08/4/Opk2nYvBXffTWPDl270atfbz6dMZvp779H/2GDKVU2Aq98+SlboYI6/w1btFJkfsXCBTzTtAnJKaks/fpLmrVpx7FDv5OVZeHiuTNcvxbFoLFj2LJ+k9qYqFitMnM+/lgR2QFjxnD14mVmfjiBYe9/wPkzp/l+8b/oNXgoN+Pi+Wn5MspVroyDowPWbCvZWVbCwsMJCgklsGRJIkqH8fmMmezcvJneg4dy5tQJxg8ZwJS58yhTvvxDULd/2u94+/zsCNgRsCPwdCNwRxT6BMxTCJuQTjFKt6X58+czfvx4tXCQBYwsaCSJ6rEQv8OHD/Pqq6/yyy+/KG/H4txKSLOQSJEQizqyqDfb6sgiR+xdpa7N8F0IohBOSZIvSTwrC6kVgrlq1Sp69uypnEXJGGz1VMHcP0K8bfZoeduS9qRP+ZbjMiab5Fp+C3leunSpamXlypVKnVral/ELoZeyIgmWOY0ZMwYp8/rrrytyK1iJPbMkIfxivyvt2dNDREC25h0d2bbxGDMnrmLRvM1YZYVt27LPJXS7tp5i5kc/sXblfrVwFzXJjat/55NJq5k1aTXHDl8GDxdOH73CrI9Ws07KSXJ6SpmuiGK83Tl25AqNnp/Ojr3ntc0AmbOznlPnrvPZV9uY+90uur37L3oOWky6SH9d9KQkZ9Cx53wWLtsDXq78a8luBoxezuCx3/PZl1swS9s2/DUU7X/zIKCeO3on9Xxp3f4lTly5yvD3JxF/4wZXL13ijX4DyUhP4/CBA2xdvxYXN1c6de/Jj0sWcSPmOt36vMub/QeRfOsmi7/8QpGX2Jjr1GnYiL7DRvDZ4mW83O11unbvSoOmzXFzd+fbXzZRoWp1srKyeaZ5Sw6cv0SrF15UZGnYhI9YvXOfGuG50yfZvvlXzpw8QduOnek3fAS+RYoqqfGN+GTc3D3wLVKEpRs2s/nwKQxGI4f371Pjq1arDuEVKrF84zb8S5Qg8z42ySLlTU/PZM6M6Uqqum7/YU5ev0H7zl2YN2sa506fYfTY0ey5cJU+w0dRo14Drl2JJC4+QRF82ah8b9osDl2JpmW7F9QYbianKFIskuvuffsz8qPJfL54Ofl8CyHkfPORU/QbMVq9C0R6aUtir+vs4qKIuki3n23/Es/UrKUIpxDNY4cPc/bUCd7oN4CKtWrSf9RYeg8axMol35GUmEj01Svs+W07GWlprFq2hKSbiRQpXpy2L3emds1atHnxJU4fP4qPT0GK+BXHPzCQYiWKKuzk3LR9+VW1sXDpwiUO/35QOfJq1PJZdVw2eI3Orly5dIm9O/ZQr0kzPp41nRvRsaz/aZUqc2DXdqKuRHL18kV++fFHfvnhexo0a0HLpg3p1LkDlWvUxpSRoW3qqXeslSLFClPQtzAhYaXBxYOff/iB5zu/SuP6tej51huUq1SZlcuWYs3RpME2rOzfdgTsCDwFCIhzNnuyI/AAEXiimI8QOrGvFWIp9rVC9CRmlnhTE2mpqPSKoyexfc3IyFCSVpHAivRVbGWF7PXt2xeR1MqCbtKkSQwfPlwFoBY7WJEY9+7dW7UlUlMpI0m+8/4vx0StuUuXLkrNWUIGiSMrUU2WcjZCnPc82cjs3cfz5gupFpVoUUkWtWqZnxwXp1lihytq12KnayPUQtSF+IvdscyrT58+qr6oL4uNsYxv9+7dKs6YONuySb3zjsv+/9+IgEhnnHTs2H6az7/eRkSVINau2MutFBO9ezfVjNtc9Jw4dpVP52+hQrnizF+0A3c3I2EhvoyfuoYGdcLI5+1OloMDly/FMXjcCipE+LP21+OkpmfSvn11lOGcTU/vb5zOQ2ta4ebAmp8P8vX8LSSnmpTq5u3+UzJoUL80DVpXgpQMevdfRL0aIXj5eqkin3y+iaMnrvKqYJNhZs6C35j6Xnt8CrjzzrAltGtZkeLBvpBt13K4jeld/wjZcvPwoHyVqmpjrXhgoKaUcPMmbV/uoCSQIp2Nj71BSFgZwsqUIebaNaWmPG5gP9WabMglxMUSXr48X33/A8v+tZB+r3fFPzAIUXEePWaEals2+1xcXJX9pZCnUhHl8NQ74u7uoUhgyTLhtzcnhBTFREcrSemXn0y/PeqwsmW5mRCvnr8+voUJDAkmLSVdOaOymE2Ip2npx9FRh4urq+w//VsSp1XOEmrTWa/shDMzcpQKb8Vq1QktXZLCOqhauy7ffT2f69HX+GbBcaKuRuNdsKBSjxZvwiItFmmn9BFcMgxPFydFxhPj49Xz/P3p0/hpxQ9MHDFEzaFZm7YM++BDQkqGKslmlsVm1/pvw1PvAld3dyWlTs21jxW18Etnz2DQG3Dz8CTVZFU4FvFyUxu0YlubcusWCWazUqtu3radUteWc+OZL5/y32O2WJQ0Xe4GeQfJZqqMQ/DKyEinQngYBXx82LnlV6IuX6JU2XIEhASQmWki02Ti9d5vY3DK4ecff2D25A95odPL1G/SSmlSOTnpiY25QZYlh8493iS0dDg7Nm9CyLIoIMvWseBn08SyzVoUkEQKL1imJCejc9IpiXOuHyIKFS5KfHysstPWLIWfpgegDQX7tx2BfygCOWkQ8yGYY7Xb+1HCIDzAJQwKvQuO8oawpycRgSeK7ArAQvC+/fZbTp06pRY2YqNaWCKLA6NGjVJ2sPLiFGLo7e2tJJ7ioEm8MctvIcKSxPmTxNUSCa1Ie8Ubs6j+iidjSeJQSspLEntfIciSpkyZcjt0j8Tvqlq1qiKftnGITa+oTN+dRPos6tMiWbV5fBavyqKeLETdJnGW8Uie9G3rS/4XR1eiriyhhoS4ChEWu13xLCfq2TZnXEKEy5Urh00Fe+7cuRw8eFCpfYu9sm1Od4/P/vtvQEAekpZsQgILMX1CB4qUDWalfwHmfP0bvfs00x7izga+W7KLChHF6fRqXVo2KkuRAB/OnxIpvI5uL9fCz78gep98bFq2UzmzmTC1O+OHLWDzb6dp37bqo38ZPGjoBLccKFO8IGMHt2bQuBVkiHcbWxIyLFLc1EyWr9hLUlI6HTrVVkf3bz9DZFQizZ4JxyrWqk46GtUtxfFT13BxMRAWXAg3D2dR0bC1Zv++BwKyMafCEQkJslg0DRSrFW9nA5179GT8EHFQlM3ET7+ggIsT7p4SvwOmfvGVIpnyLBKSlJqSSvnK1SkeEErHrq8y5b3xTBs/ljf79LktxbwaeUk9R4VgSV9CvGSjTz6i6nzbntZqpVCRoopc9h40lEo1q5OZYVESRN+iRTWCZzQizpyEuEl9BwdH9S2/M00ZSgop5DxXU1hpUshcRfp88epVUtM1sxIhrFVq1WH7xvVs3bCJ0LCS/PLDcrzy51cOmnq0f45Wz7/I5Dlz+X33TkXObONU2OXOQ7SNZKPRbMqkUOGCvNS1G1VrVmPn1h3M+OA9ajdqSlBwCFcvXlUkWWxu75XybpbK/zKJQoWLYMpIJ+5GDIE+ntxIy+L05Sh1DmTuo0cNQ1wMxQJxsYlEXrysNKBuS4/F628u+xfsnZ1dREFCvV+zc7IxODkoe+0fv11IYmI8Y6ZMx5rjoI7LGG4lxqvNi1e6dWf7b3sY1vtNgkLDlQp2k2db82Lj+sr+9MLNdBwcrUp6fPr4MYy8pAhv1OXLBIeFKbKvCiorb414G4zOuaFDHIi8dBEPGpEGnD9zkpAyZVU4qZwc+6bVva4Xe74dgScTgWxI+BrSYjVPhY9yErJU8AwDn16iVvYoR2Lv+/+BwBNHdmWuIlWVz91JSJ9Id+9OIi2VT94k0lhbknriECpvstm6Sl5ee11RpbYlWZjd3Z84mPqzJJJlW7KFExJ1aVs/JUqUsB1GSPDdSSS1dych4HndqN89FikvXqibNGlyd1X774eFgNVK4aL5NbenqbfYc+AS5cOLaSp7OkesSenEJqRy6HgU+w9eVIv62VM7c+lyPMdORjFi6s/EXbvJpx+/QqWaoVTYepJPJi4lOiaJNq0qaBIv5WH0YU3oIfWTYyUwrAjWdLMW9/PuboWpmLPYvP0MndpXw8GgIzU6iSXf76PvG8+wdtMJJWUTl6Z1a4byr6W70escad64LM7ixvdexpp39/MP+S3K8Bnp6cozrkjURLonXnJFkiq+2DryAAAgAElEQVTHxOZUJHlCYEUoWqtBQ6w5Wjia+k2bkWmF7u/05eSRwwzq2U2hVsTPj4mz5xJ34xrvdH1FHbPB+XK3NyiQzx2/EiXU5l37hnXpNXi4khSKza70kZaaotRwc8Tlby4zvZmYQNvn2rCs/jPM+ugD1ZxIhfuNHEOLtq2Uiq5s6kkSIpaUmEBKshYPNiAkhKULvqJtvZps+P0oISWDlcdbIaNmc6ayMRY7Y1t6Z+hI+g8byqmjh+ncUnuGCgGe9NkXVKxaSanSrvlhOfIpU66CqpYQG6twFIdeQq4FO/HyLNhJP599PJ3PpkxUY5MKfiUCaNSgHufOnKdJ5bJ07t6TcR/PvD1fKSNtybkRcpqclKS+BR/RMEqKT6B0RHmeafEs0yeMo3mThuw5cEhtTLzSowcfvz+B3r36Ur5SOdavWUvZ8hWp26iJwkRtBMi5NWeqmLnSl3hiFslrzQYN1DkXgi5Oa+s3acL4If2RDYUqNaqTkW4iLSVVbbRtXLueFQsX0v6VzlyPjiEoNJQqtWpisZiYOGIo506/pjYwtqz/hbcHDqHrmz0ZM2AAk6cWxGLO5MDuHYTkhvOTMch5c9KhwhH9umY1DerV5o3evZkxaRJyLVw+f4742FhGffSqkg0r0i8V7cmOgB2BpwQBB9DlA6fHhOzKWNTT/CmB9x84Dd04MTq1JzsC90IgKwYs13KPPgz7UJFW6MAYAjpNUnSvoWE6CaLuIuUfSsrR1Fhcwu/fZ046ZJ4Dq+gC5jqY8nRh/meb2Lj1FO+PaoeXSBfl8ZmTw9ff7aJG5SBmfdGLzRsOc/xEFHXqlOTZZuUYPLI9kWejWbP+KJWqBHH9aiLxyRm4OuspWsybkv4FlORKGa85eYNRc0h2TziyboAlKvfwwzifapZg8AcnLQzXPceWeQGyEzXMpJDViindzLff76NGlSDCwopqVXPtoKOvJfKvZXvp17MhLh4u7N93gZEfrlSOqNZsOEZsQgqF87sybvLPzJ3amVc71+LtAYsoWcKHwJJFRHQEDkZQ5/OJ3Pe7J5RnUywcuWkm1ENPiIdekbp7FtagVtJKcfhTuXpNpeIqtps16tZH1IJ1eoNSP5bfngUK4uzmScnS4bRo156IipXIsjpQPMCfilVrKtVjidMqNrVNWz9HoSKFKB1RUTllEpIsNrkDx47H6uBAQEgYhYsWU16Iq9SqjagsV69TlyJ+/hhdPShftRrlK1dVHqJFolrnmUaEly5FtQZNyOedX8WDFSdKXd7spSSJHp75FBEXAigEWSTLteo3VO2GlCqt+qrXuKny8GswGMnJtqI3GNXYatZ/RrUnY5RP9br1qNegDlXrNlT1ZE5d3upNu5dfxGh0pUK1mhT186NZ63b0GzGGEkEhqp9ixf0JKxNOlZq1cHZ1Ux8ZT+2GjahSoyaFi/kpjOV3n2EjqVg+glSTmYKFClG9Tj2KBwSqa1/pjVutyqY5LDxCjdGncGHCy1dUY3bQG1TZ8AoVqVanDsk3kzh34SI+vr5079Of0LBgylaoqlSx4+ISCA4tSZ9hw9A56ZU0uEz5CogXaScnAyWCggkuXYbi/oFKbdjdwxNR3w4LL4u3jy8ubm4ULxFI45bPEhAcrGyr3b08CS1VmsatWpAQl8jVy5GK1Eq8XP/AAMpXKo+ziwcXzpxRGxcdX+tBjbr1KBFYnIDgME4cOaxUk1s+/6LqS2yvbcRVBM3FSgSSmpqCR4FCtG7TEi+fIpw5fgy9Qc+7I8cSHBKowkfdbw0qeyQSkOnkLQuRaVk0LuKKjy2O1P1uiEd47HyqhUOJZuVF/bb2wSMajyiHVytgJMg9j+f7v3ssVhPEzwdLwuPBL/SFoGC3h6vCmroTUjZpSD+s1/T9zmv+F8Al4n4lHuyxx+kakJvA6AcFuoCj3TP5gz3RD681B6vt7fLw+rT39CQhkHEY0vZqI7aKDaojKsClPIBVUMg86qWiViceh10NmjFWeqambmrLk1YkVqM4hpH6QviEuJgkaKIQQykgHkcM4NkM9P8uvf8DdDeXQ5bYdDykF7E1S9ttzP/i/fvMiodba0BIr84J9E58tWgHe3afY+LodhQILQIJKRqO2Tl0fX0OtaqH8ubAl5kwfC4xMbeYPqUTBpFAujizeO4GNmw5Sd1qIew+cJEvvx3Jrz9sYursDSyd/waeBdxF9AbOIeDR9A8Q/duPjKOQtkfozUPaqcztx70OOJf5t+H8ISN5A2SeB4dc4qlzJD0lkwZtpzK0XzNeaF+DWzduYdDrcPF254fle9iy8ywzP3gJR4OOxLgUjpyMIindzOdfbKZUiC+932hI/5FL6fV6fbwLuDP6g1VMnfAiFSsFSqBO0HmAOp9P10ts9bV0vrmYQsuirjQr6kJmbtzdP+Cd54fcuq5uepwdIdlkVSFv3I2QIXFf0y0YnfXIeldC60p8U52jAx5u2nlKyY1xKwtziafrkmsPKzaZKakWxdmkbVu+dJuUGy/XaNTjnvu4yMhCxeg1i0PyNAseHnoVKzc5XXNWks9Vh/ipT0mRcGx6PAzaBETLTMpI/N18uXF2b6VqatcSOkiUXCUmsMSclTnIFXkrt7y0YJtbHjjUvxk5Er/XgqurHtfc/TR52klbgpfMVfKl/3QLuOlBIuEIUXPRaThKDFw3D71SfruZnq1wlXi6uRBh60PvpMPTxVFJyNPvCqfj5q5XWveZmTm4uziSmp5DVna28lAuzscFY1FDdnfVqbi+Mh6x3bVYshROgq8kyU9K1WL6SjsS61gwEyydDXArF1cpb9I0pNV+kMTXVY9rD71qIzVFsAUZl+wXZZos5HPX356TXCOSJ2U83LVzKP3LXOVaEuzccq81ObNyPuRVYovjK2WljLOLHrnE5PRLPbkecqeirkNbH2py9/gjrxchuyuupPFbbAYfVSxAac+H9L64x5j+U/a66+l8dT5FbVA9Sj96cl5EAaZ3SU8aFXb5T8N+cMezk+B0dUg/++hVWAUE17IQtl179z+4Wd6/pZjJcG3ow3tN3280gkHQYvDudL9SD/bY43QNyIPTozqEbtTWCw92pvbWHhICT5c44yGB9o/txqDDkm5mzeqDmDItVChbnFIRxTWiKg9Eo56UxFQ2/ngAZ2cnZTep83DmZnQSG7eeVKp1DeqUxKewpta7Ze0R4hNSqV09mKIlfFAxUJ8mcGWFaNTz08oDjBiznJEDW7F9/wXynYyiZtVgDv9+kfJVg+nYsRbLlu8l5+Nv2bXvIsMGtuTnNYfYuuMsteqX4ofVh+nWuRZe3m6s2XScJQtWs2HDUapULIGrpwv/UWz3nzBVmwzyx6q9XO8ubzsuK1Bb+rM827EH9W21otM5UK9mKEV9RaXJkVVrj2A0OPFS51rKBrdO9ZBcdeUcvH08eKZFBWWnmxSfSrHCXoSVL8GoAS2ZMedXdc327FJXI7pmu51f3tMkxEQIhTgAkiQk5GZuCFM5Zs60kKhFRFP7U7JHmiysJjdJGUl528g9pEjPvfLNZguJefbLcrtQfaTlaV/aSkyVVYe2P2a5q57kyxiE5NqSjFHInS3lnYPk2cZ8d76tvHyrvbgMC6a8mbl1hZzlzZf9Jluy5Usf6akWpQosxwTXpFSNvNvKSh+i4nzzrnzb8bw4JOeWkToyblufopKcnIuPrZ70fTe+agzZ2dzKbcdWRoIN2P7Pez6kvORLElItyfY777jy4py3jK2Oqpj7R+qnp9/BJO8x2/9SRsisDVL5LZsMeZNtHHnz7P/bEfhHIZB7b6odo/808b9S9j+1ZT9uR+AJQ8BOdp+wE/bIhuvogCUrh6+/3cWGrScoXsybhUv3MP2jjpQMLay2gDPNWUqN9PylOLzzuRJ5NZGXX63LxBlrSUxKw2zJ5pdNx/hk2qscPniJCR+vwa9ofn7eeJTJ77+EbyEPELHOU5NkxWbBzcXA651qcyUqkYuX4wgLLUzVSoF8uXAH44t50+K5yqTfSmfn3vN0f6U29RuGY76Zxo3YZPbuOMPzz1akVauKoHPkZnwqm7efJijAh3e6P4OT0UmTlP+vmIlxnEjrhcfKy1BIoM2eVfLkmIoPLNv8OdpxnaOKZau6FAJsC+Eiq0+JYZudo+Z9e1X8v44tx4rR6MTUyZ20fk1Z5M/niqtoDpgstGiuqaqqMctYxXZZYhgDr3etq4mHUjKoVTuMWnXC7ozCbPlzUn+nhP0/OwJ2BOwI2BGwI/B4IiDvalFzsL23Ze827x6aHBdlJcmXPSJZ6ctH8vPmiYrJH/eQHs/52kdlR+D/iYCd7P4/AfzHVJfQsJYsqlcJpNurdXAq5En3zp+ybftpSob7qYfu6f3nuXApjq9ndcXd1UivId9SpVwJOrxUkyrVgiHNRN1Wk4m6FMuSH/fzQutK9H63BTVrjeXUsav4tigHQkSeliREMMdKo2blaNSuau6bKZeUpZqICPdDL0QyOYMXXq7FC6/V00hdsgmD0Ym3+zXXSKXo+KVocShbv1CN1p1qaYRU8pT6t7zB/nqyGp04eeQK46b8rGL/Vi7vz5B3WygVVUV4DTrSbqUzcMwK5RCrX89GNGpTiVtXEpg4cy1nzt9AJKUtWuSSTitM/XgNxYvm56UudW8Tz78+srtqmMzaS90KEaWLUsDbQ/ttyft2v6uOJUsrI9lC4G1ioLzS6buq2H/eBwG5/3WOGI06Ms05ZGdl34b0PrX+X4dEjVWiQ/1Z3HJbwzYvwiLZ/LvSw+jj7xi7eIAWXP4bSyVR8ZZbRKks53mcSDglg8FB2cb+WTtyO0ldUd0WSew9U245gwHk1rxv2Xs2Yj9gR8COALmmE5PmwoETUKQgvPcmFBCXGHILOmrRCN+fDTXKQtPGcP0yDJkJyWkwqS+UKgfnjsMvu6D7c+DufhdZtsNsR+ApQ8BmOvSUTcs+nQeOgKiU6nWUrxyIk6cLiedjSLiZRmhQIU2SJ4K/bCuOOgcVJ1bCvFy5lkh6ppkqdUupHcUzZ2NwsEK+fK4817Ii12OS+GrOJiLK+FFC2rkfeXngE3qIDWaYNRvdhFSQz610hdlrHWuS38tVwy/VpB1LMWm7ryJdFSmllBdSK0kWobZyN9M0SaaNxP3V6Ug80HQzO/edp8NzlXl/VFt27D3P6rWHleq1WvkanZg4cx2+Ph70fLUuC5bsJurMdeXZODUtkxH9WzLzi81ERSYQl5DK1Blr+XD6L1y+Eq9Jg//qmO5VXnavJeXkEBBSGA8vF01qm5v9p1+2OraDsiq3E10bGn/5W+5r8Qh84shxUiXuqS4PI/rLrf3nCuLp/sDufVy+eEFTU/+TKkJCHRwdlTfhPzn8QLKE4CulAYsKPPtA2vy7G5HL3Ekv9rRZKhyS9uC4d6+CdeSFS5w/fRa9053zKjGDJZzRzi2/3Y5TfHcrch1EX41Sde8+lve3vDtuXI9h7aq1HNn/uzqn0q892RGwI/AXEHAAqxFmLYbth+DDQVDAC0bP0dyjKMN5d/huHcz4Fq5JvDHgu/VQqTQ0rg5zvgeLCX7YAn4+4CKOhv++vcK/MDl7UTsCfx8CdrL792H79LUsq74cK5a0TIaM+15J8Bo8E66prGZaKFW2OMUK56fPsCWM/GAl12NuKYcssti6HhlP/1HLeOXFGhQOLaJ4h6hFHzwSSXBAQayiGvsfnOg8bYB65HNVmwOPZF45VhWKp2fX+rzYsSalyvkr1WixoVZE10lHWmwyBw5H0qxhOM+2r6YcE23fcYbzl+N5tkk5qtYJw7+oN/sPXiIuPgVzZhaN65VWBORvI5YipRU1aXt6qAiIpsG1K5GMGdCHs6dO4OLqpGLH2uLKCnGRGOLyseXJACVfpIOSL5JGW3J01KlyKt/JSZWzHZM6QmJPHz/K9air6Jx0qq7Ut7UjRFdC8Xzz+accP3RI05DAQZW7u00pa6trk9LqdLljytP33WOVeQgdW/zFHA7s2Y2byx1FKCkrc7C1q+aWS97ytiNjudOn7vY8VRlpX9rR5cEiN8+GmcTJtSUpJ+3JR+pJkrYl3zYO+a3X61TIpfkzpxEbE4PeqI3BVtc2Hlt9yf9mzmxmT/qQ/C53zqGUS0pM5MjvB5R0XX7bcLP16ezixKql3zJr4vuKYBsM+j+cf1sfEqZq8riR/GvubC6cPa20BGxzlG9b0vrQ5pl3nLbj9m87Av9oBOS2T4Mi3jCqO4TVgFIBEJMA2SLVNcK1q7B+N5QsAa4S9EFC1t6C8CCoGKYt1zZvg5vJ0KoxIii+owX1jwbXPvmnGYE7b9KneZb2uT0YBJx0ZKSaGDZqGf7FC/DJ7Nc0Dy6iw6ZzxNmgY+zgZ2nUqCxBJQpSs1owhXw8uHHxBmPe+4EXn6tCz4GtlAR33EerqFkliNlfDuHoyWusWLZbtfG360Y+GCQeTCtiY3q3BPLBtPzftyIvTycdG34+xIlT0TRvVFbTMxQnMhkWXJz1OMlGhCIu4iU3kyxLtmY3a87C3d1IQlIaZaoEMWLcCxgMTkp18r8fgL3kk4KAECwnJ1FZdVRekjMy0lWYGp1OI5MSAzc+Lg5LZqZSbdXKO5Fy65bKl/i54vlYUnZ2FtkWCwnxcaTcSsJJ74SDo0bgRF1WiOwrb/SgZv0GZJrMSkop9aV9ifVrdNaRmJDA0gXzuXD2DFZrtrLvtpWRPvV6J7XZJmrQZnMmifHxpKamKi/G6Wmpqi2JWyumBCLFFNInUmvpQ43V6Mitm0msXPItxw4dyF1NamdLUw/OUbFuE+LiSEtL1fpz1Mi9rZ2biYm31YhFMm57vgk2Mo8si0VJXzNNJtWvfMu4bybEq5jBNkwk3E6W2Yz0lZgQr5FbnaOqbxXnVLduKSzF0ZXR2ZHzp0+xctl3REddQa8XpYgcNX/BQMoocp7nwrOR5eS0NFVOYi3Ls0lCC/UaNABXNzfkPEvsY8HHnGnCbDaTk2NVmxl6vV5dCwlx8WpMgqUtycZFTPR1Thw+pEJEdejaWbWVmqxdF2kpKdr1IhYe6lyZ1VzkHNiFvzYU7d92BDQJrNwTL7WDWhVgQD+Ysgg6NAajF1jNsPhHeLYelJGAA+L8zwCt68LHi2DCfHiuPhw5B7XKQ7YjpCeRy3jtCNsReHoRuPNGenrnaJ/Zg0DA0YGc7ByGjFnBsVPXGDm6HTu2niTIzxtXFwPp2Tk4ZOcwfc4mmj4Tzv7LcRT0dse3kBc9+n6Nl5cbIaWKsGv9EcpEFKdKxQC27TqLZ/4tJN5Mo5TEPZUkOnjamvdBjNrexv0QkLemi4Edm47x8acb6N+nKX7BviAhowxOOOkcsNylWi6kQD6yyJWVqFrsymaHSFyTM24v7O/Xrf3Yk4uAkDRPLy+OHDnFiD5v07B5c94ePJjF8+bz43eL8PDypGChwoz64H0KFfFl3ep1fDFjGm4uRnRGZ4a894GKWTt+yAAlLYyNua7InsSvbd6mDVlWTWovksOhvd5WcXULFvLlq09nId8xVyPJwYGxU6azb+d2rl+L4vtF31Czbh0l8Jd2nURFP9tKj77v0rR5Yz4c8wF7d25XUsln27Wjccvm9O3xBi7ORjIyMnhzwBCatWjKll+38tUnM3HMySLDksU7Q0cqCWnkpQv8+O0iatWrR7kqVdX1f+ncRWZ99D4SWijp5k1FynoPHk7turX4dcNG5k6fiqvRQFJKKqXLRtCj3wDGD+7PO0NGUL1WFQ7sO8ysiRN4rVdflnw9X+F2I+oq6Rkmnu/0Cr+u/YW4mOs891Inur3zFvGxN/lwxFBuXI9GCHGbDh3p9npXvvt2Idt/3YizszPxsXEEhAQj49iy7hdirkWx4LPZKlbu4vlfsHf7NrJzcggKCWXohAm4uXtp9zHg4ubOji2/MrRff6KuXMGvRAkmT5vGrn2/K+ynzV/ApfNXeW/QuzgbDXgX8uXalStM/GQO7h4easNh2Ns9MGVk4Jk/vzo/EhdZHudCnH/4dqHSDJjxwQTy5fOiUFE/Br7RDQ93N24mJTH8g0k0q1+LAQNHKlIs8X9bPv8CHV9/DYv5v7M7fnLvKvvI/4iA7AAn/zHrkf5KebxEn7I+EogcoUd7eKYSrNwKNStAXAI4OkGH5zTprptEjHKEGuVg1iCQXUpzBuw/obXRqgf45IeP3oHgYLjt/vyR4m3v3I7Ag0fATnYfPKZPZ4sODmSZLHh6OCs73aWLd5Jtyea1TrWVF+WlEl5naBuaPFOGRcv2ULiQJ6MHtlQenL0LaA6FFiz4TUkK++V3Y+p77Rk2/gcWLt7JS22r0EY862bdx+HQ04nqo52Vk479O87wydzNTJrYkQo1y0JykiZh1zvh6eOJq4uea9eTyIhPUQvj8LAiXLgcz8kz12nQuCxnL95QNr821WIhv3/myObRTtTe+4NCwOjszL4d21m38kcatmjFO4P6s+7ntWxYs4p5S5ZRopgvE8a9z7QPJvJil658OXsmYyZPoU7l8iz4djlTxo1SxObAnl2UCi/LvG+XsGvHTmZ+MJ7iJQIpV7k8maYspaZ7IzpaSQtd3T3Yv3M7U7/4mubNG9G359ssX7iAN/sPZsXCb3itVx8KFCzAsD7v0LZjJ17v0on9R08xrPdbirSJ9Dj5VhLf/rIBPdkM6t2bFzq9QvduXdh/5BQj+7yNT6FCfDp5Iq2ef5GBb/dg3pIVXI28TIvn2hFRsRKNW7Wmeo2qKp6vJp12YOPPq+n4enemz53Hd//6hmkTxlLo0y+4eP4cPfsP4oWWTdi2/wh9u3am3cuvUMCnkCKmdWtXZefmX8mXvwCFChfmwO6d9B81lldnzeClNu0QYvrt2g0c3LNX4fV8505MmzCOIsWK8cmXXyj7+P7du1DM319Jovds28r3W3bgW7gQb7z0Ivt37aTty53VeRoy/gOOHTyo+v188TLcPT2YN3Ma0VHXKRUuZFe7MmT9LNLwHu8OxNMrP327dmLdhl/J511AkWZRZ35/6EDadHiZzl07MWvqDEWoRborYaDEtnfcxzMIC4+g2wttWL96Fa/06KZCUYmacqdub7Bl/Vp6DRpGqVJhdO/YUZ2rLt26sGTxUt4b1J/wtWu5EX1Nnaul67dgMBoxZ9rfCQ/q3n1S2snCyDnakUEUjo9451s4pRt+BKPX1H0fNYiOYDHDrt8htDiUKQdl/GDhL3DgGKzZpSmPfDwPDpwUTSyoEA4hJSCstKbSPHQqtK4Hs5bAyG5wORo+WQozxogzx8eL1z9quO39Pz0I2Mnu03Mu/96ZZOcoD8EfTHpZI0NKsife/7I5fzyK0AAfHDItNGlWniZtKmvegtMylaT2iy97at6VZJtfPiofps3qqklxRXqYbrbbYv69Z/CPrYsKpMnMqA9XcSMumc+/3oZpxlq6vFQTfz9vDh27QocONRnWrwWjPlzJnAW/0aRBGarVL6NUlcd/vIYtO89QMaI4VasFaZLdXFVnu2j+j1A/Lb90ej3xsbFKwhhRqRKDhg8mLQt+372TmKgoJo8bpdSNb8TEqg2P7Zs2cuXSBRZ+8RnzMs2kp6Zx+fx5Ii9cwD8gkHYdO+NTwIvaDRry07IlHDv8O1Wqlb8tXNAbDJq6rdVKqbLlqVC1Ok4GA+EVK3Hh9CkFq0iA3Tw8OH/2AmeOH1ckecfmjUrdOvpKJBfOnFE2pDXqNcDP15ttv+1RNqOijr37ty04OOiIuR5N5MWLVK9bn6XffMXendvo0rMXjevV5FqSOIdzVP3qRIMhN76HxWJWKr5tXnyJfB7ONG/7PL/+sobIixfo27cXJ89F0qf/AK5djiQ7J1vdEnUaNub7xf8iMdXEwb27FSEVlWLvAgXUxoHOYKBU2QhEJThfPjf8AgMRDI4dPMzxw4fIX6AA73R7HWuOI1GRkcpWWTYfGjRrQfGAQPK76/EPClIS4dLlyt22nQ0LL4vR2ciw3m8SWroUfUeM0bRx0i1KnViAzEhPo0bd+lQuG0ZCWhaFChdRUnP5FnyPHjygJMrNnmuHo8GgyPua75crdXQrOVSqXoNK1auQZYHSZcsRez36DyrITnqDUn/38PTk0OHjakXe9NnnwGCgbcfOLF3wFQf2H8LN3YN6jZvi4eVOliVHqVw/LfePfR7/HQKZVlfmZX5EpCkL49/sCO8/jciSYyVI58g4qxsiJH0skgF+2Kx5Vv7sfdh/CG4kQqkgcDRCVIzcz5o1klqmyWNLll7ZsHYLuLpozqps7i9ylbQei6nZB2FH4O9CwE52/y5kn8Z2lXZRrmdg2/wcHChU0IM2LSrgJDFbxfOwfPKmpPS8v+78L16J7enRIJCTo+wZZ374EmnpmaTLBoSDA8HBvkpif/ZCLJm30qlUPURJ4W8lm6gQURzHrGwqVQ5i2oQOKhxR1QoB6MXxUK6685Rx7ZXtJPc6549mtvZeHwACjg4OJCfdVCq5+3ZsY926TTRs3hhLloWK1WvSuVtXEpPSlZqqn38Jfl6xnIDgEDp0fZ2UlAxcnJ2VNFIcO2VmZiobWfGpIvaiIsWzmM33lOO4uLgodVgRREo5UZcVDQL1yclR6si+RYvSrtOruLu7KxvVXoOHU9SvKJt++Rmj0ag0/zLSM/ApXFRJFd09PbVyg4ZSuJgfLZ9/nobNWrBw3hzG9O/L2rp1eXvwCPVcE7tYefzdSVY1fhm7zEHUbmUOmZkmPp40hV9WreKFTp2p90xTJgwbqMZbo34DViz6hgVz5pCSkqzItaga51itikjK3MSDsiTxwSbqvzI/sS8Wm9kmrdoQUipEhQcSyXFwoB+fz/pU2Tvn5GSTJXLrrCzMZpMKJWZF6qYRER7K7H99y94d25k2fgw7t25RUvEWbduQ253q0+YQSgi4KSNdG4uDPBYk9FCGIs9i+SBjExtiyZckTrSMRmfMmZqY2GzKwGwy/oHsWo7KJK4AACAASURBVK2aKrLMVc6fkHjZqJB9AJmjwWggS5iyXA9OeiVxVqYSKsf+55+EgANWzNlZmNT1/2htmoTsmrL1d937j/BsyL2nh9E9YMgs6NBHc5sy7DUILw3h5TVVZdkxjEuCxtUgOESiOGgOqfadgBcbg6sPdGkFHy2AQt4wqU9u2KI/PuQe4UTtXdsReLAI2Mnug8Xzn9ea1YqnhM+Rd5LdS+6Tc/4lbqqjA6Ui/CHv7nl2DhfPXKdpg9Kah1uThTIVArQ3aqZFc+Xo6EBQWBGCyhTTfoujrdxULKCgJtXPG9vWdtD+/UQjICSlaHF/WrR9XpHDiSOHU65yVUqWLsuP3y2kcrUa+DjCngtXOXH0oJIyikMk3yLFebZWMc4nZ7J1/VoiKlXmZnw8h/bvo0Pr5hy/eJ4LZ07T/tWuWO5cSrfJrGiDCAGzJSFHQrSEDIlDIyGZYaXDFIkSx0gvNKzLDWD9T2txdXNRjyZx0GTOgZCSgcrJkqNOKxcHrF29TrV/5dIlJaFcPH8uyzdu48ORw+iYlKSkly6uruLo9LZDOSG3Vy5f4uTRIzSuUp4NB/YpR1uenl78sHQp78+czXN1a/DlilUkxGrxPwKK+ai5L/jsEyXN9PEtoOxYhQjakiLvov2Sm7IsZnx8C+Ph6UX8jRj693xdRQlZse5XDE5W5bX637FxVPOROYvq9LkLkZw7c5Z27VrzUrvWdO3yOnt/26ZspG2EVfpVTrdsHef5FodjZcpVwJSezrlTp2hdrward2xX6sZCdKXuH8YgdXOJcJ5mVDlpK6xUKAlxsRw7eICXWjVl04ljxFyLJjSsJL9kWZRzsrz17P//8xDQOeSgfR4t2c1xsKpxPFZnwAIFC8L8UZCSDnoncPXIVUHOvDNSIbDqNsw1f87vqqktC1kmBZ5vDM1qaIp6zq659e9UfzL+k8tDPvLItD02NX+ad8ZvO/ZnZW2Xl63unVr2/54yBOxk9yk7oY9kOjbDr0fSub3T/xcCyl3jH1sICipEUGhhTTVZFt55JfXy9pQXg0mTwvyxpji40CRTf7bY/bey/5ZhexvZ3kD/VuABZ9j6e8DNPqXNKVIjkkOTiVe6vsLPy5cw4p23mDLnK478vp92jRtTqmQw5y5epkHTFnR78w1OPd+e3q90pGLZMlyKvkHxwAAqVK2Gm4c7G3/+ieioqyq80LPtO1C1Ri0yTHdIrSbZzFGST/lfmUCocMs5itjm83LFt2gx5ehpwvQZvNFvAFPGjmTdyhXExcTi5e1N2bKlVX0hcqJ8EBAUQO9Bw/lwxBA2rP4B8R7s4eVFr/7vcnjfHr6YMZXwUiW5GHmVth1fJsy/iJJOL5z7OYFBgZSvWkNd2kIShQB/++UXHNi9g6uXI+n8xptUrV2D6nXqqlA83y/yI/lWCiJBFkdash6tVK26sk8OL18eF53mJVmkuYKtJPFCnZNLFCXPbMrE2dWV/qNGMrJvXzpdOKekqtcirzB03DiNyOfZCBDSac7MpKhfMaW5MWn0cLq+/Q5fTJ/KioULcPf0Ij01hS5vvq1WiSKxRklYsxVhtd15grciv1ar8hot9sG9h45A2lsVFkpsfKIKNeTq5k5OllbXdtnLGETSfHeSeYpzrbDQIN4aMIT3hw1m00/fc/D3g7zW6x3KlwxSEuScnNxnyN0N2H/bEbAjoCGQpTmi8vLKBURumbsImziqyksCJYqZEOPbMXVzwM09t/6/366PP9IyF9EMyQEH27zkd565qHyZiWAjMZYEp9x6aoLywLuz1/j4z9k+wv8ZAQer7S37Pzdhr/hUI5BxGNL25k7RthT6O2csTy4DeDYDfbH7d3RzOWTFgoMWzuT+hR/AUWsW6PJB/hfv32dWPNxaAzkSauRObNEHMIJ7NyFjcw4Bj6b3LiNHMo5C2p7cp//DOJ/ylnEA9zrgXOb+Y0vZDJkXc99c9y/6QI7KW1HnDvnagoOS2z2QZh+HRlZfS+ebiym0LOpKs6IuZP4/Y1iLFoCoAEdfvaIIpnd+L6Kirikb1aq16yqCJd5+M81mfAsXplK1aoqcSixtcZh061YSHh4e1GrwDKkpqfTq9CJNWz+Hf6A/BqMb1evUQySc2bnaIUImL184j1e+fMr+Nj4uluIlApA4rjdiYtRYgkKCuHb1GufOnCKsTFlKBBVj/8793Ii5rlSMq9WuS758Hpw7e16pShf1K67WPO5uTuzZsU85VRI15Kq161CwgBcpqZkc3LuH5ORbeHl5UbVWHZx1DkTfiOPUsSMEhJSkWHE/pfFw9uRpxvTvw0uvdSNffi+88vtQqXpV5bH+ZsJNDh/Yj9j1ihMuCX3k4uJKREhxNu3Yy+SxI5n8+XyCggJIuHmLqMjLBAaHYjQaiLpyVUmtixb3UyTzysWLFCtRgoI+Xpw7dYGzp04qYixOswKC/Lh4/qoKAyTek8WmOPLSJSXpLla8OGdPnVKSY7EVFq/Xp44dRchtyTLhBIcFK+dRcq0K1hLPWMhoQGAgWTlWdV7Fy7KQWdmQELV0CZUk5z87y8yN6zF8MukD5i39UakgpyQnK7thaU/iMYtTKnGoJdJ3aV/I86UL55QtsFf+fLi4OLFr6y4VRilffm+q160jOtxcuHBRjb9w0WK3NwD+P/eTRLNywIEVV9L4LTaDjyoWoLTnQ3pf/I8DX3c9na/Op6iw87nRuP7Hlv5/1eTJLfacvUt60qjww7NYTc+yMvxwApdSHxObXXc975f3xtXpYbwvc89ZzGS4NlQjaQ+x2z+9YuRCCFoM3p3+9PDfkpmdBKerQ/pZ5U363/pwhh17YdoisFjg+YbQpSMcOgDvf6mVFmIfexPqlocJveCrn+DHzVC1LAztCs7eMGMelAuBhjU14nz3hoFqSciwR3UI3Qg62bK0pycRAdnjsCc7AnYE7Ag8egTSZWPlgLZl/TBGI9InJ2/wbA66p4vsPmj4crKtSpJZulw4ZnMOGZlZCCHzD/QjPc2iQt80a91cdSt81ZQhkkGrcoBUr3G925pmYpYp0j3xkFykmB/PtWop5mSY0kUaeGeLXfZgw8JLKZtSa46Vgr4FlJdmCSlUxM8P8RVlyrDgF+BPUKg/GSYraakWqtSqio0gmExWFSs6uGSIEgqbRQ1fzNdSLVSrXe1OuUzxWmpRjqHqN6l/e6wZ6dmkmrPxKeyLn39TTJlaHFgRvIr0UtSTJQ5traoVSM0zZ3Ek1byNhoUsxBx1Uh627d6jQgFVqloD/4ASmMzZuLm5U65SeYWXzK1EcKAaY6ZJMHUholI5Mk3ZpKZYCAwNpmRpiQ8CZgukpFgo5l9cYSHlpX5wWKiydxUPyaUjylC2QhnS07LwK+FPUIi/qmvJEgc2dzQzBGv/oEAlsRZMZX6CfXaWjDuHCpXKcvVqjHJwVSaiApWqVGDtqh+o36QZRUSCrHNUYaZkDJICQ4IV3pmZWlvSvpDfshUiMJtF9TxLnaua9WupcyBraRmjXC8hpUoqSY1ZJmhPdgTsCNgRuBsBI1y4CCM/hSGvQplgePdj8CsM9WrD3JGa9PbyFRg0A2pVgeg4WLYJPhsFb0+AQ6eVbzxupUKEeKmWh5B87OmpRcBOdp/aU2ufmB2BJwwBkewmrPnzndy/YyrCrZwLQLH3/o7Wn642HTSVW1OGRkiFEAl5NOfaiIlUMFVYa54kZYTApgkTzE3iBMnZxYXufd4lICSUxMxs5XXXdjzvtxAvW8rO9YsnbQqRk3T3GCRPiHfeJGVsJCxv/p+VEwKblppHB078MOf2J+E+bEliTxfw8aHnuwPxLujDTVM2Wbl262p8FouSNtjKi2RTPpGXrxFSqgwvdX1draxs5D4j/Y+YSj1pR47nPSbzyGOSp8rYsLDVyTvXvPjlPVe2ceX9tm0ESL+S8tZNSc3Gp5Av/YaP5pcfvmfXjt1EVKjE6736qrK2ulpNEJIrydaW/C+E10awbfl/dg7yjt/Wnv3bjoAdATsCtxHIARGyv9MBWjWEjFRNPdtkAqMz+PoCBpjyFVSPgJat4Pg+eZ5CoB8Y9Zr36mPnoWYE+JQAbt5u3f7PU4qAnew+pSfWPi07Ak8cAqKOLs4l7nYw8XdO5ClTX/47oXoQbQuBE8/InV57BTEXF6JkIz8Pov2H0YaExPEuUJBXunchzWTFYpG4wPfuWYiefNp2fAGjA6RkaoTwfnXu3dqjOWIxZ1GxahVq16yiBiBbAinp2Qjxf5Lm8WjQs/dqR8COwANDwAwlikOJcNi4HqZ8DV4eULuW7HZqtrmnTsD2Q7BkouaMKywQakXAs29B9XIaOU7JgCqV4eop8M0PBudcVeYHNlB7Q48TAnay+zidDftY7AjYEbAj8JQjIMQvJfXfpX9/Nm0JT2Oz+XRzl9A6kJGravtn5R9GnpA7kQIn50qB5beMUWyBM833JrIiybQFW7ubIIp/KmcXzZbUYs5WMWn/E4l+GHO93YcDmEwWTLcztH/unsddh+0/7QjYEbAj8OARkM1FC9QoC/MmwKeL4JNvYMxbmvsNiUMcEQqB4vbFAnodjOoB1xLA2x3m/gBNqsGwqXDpKjStAe++Dnpp167O/ODP12PQ4sOUoTwG07UPwY6AHQE7AnYEngQEROU5Iy2dmwkJav2xYuF37Nq2HWfjQ3L69l+CJE6uxAPyvNlzOHH0yP80PpnTsYOH+X33XtVWfFycsnf+L4dgL/YPQ8DBUYejkx4Hncgr7qgVOOjy5ttAccDRyUmVvy2GF9V6MSa3JzsCTxoCRjh7AZZ+Dx5eUCICKpWCc5e08EmWFNi8HxqKEopIa8VKRMUGh4BQkFjDcsfEJoK8Sr4cAycuwrEToMWXe9IAsY/3v0HALtn9b1Cyl7EjYEfAjoAdgdsIiCTTaHRSJNQp9y2SmavSK4WcnfU45Tq9Fbtem8Mhg1GPwaBFERIbKvmInaZer1f2VrYOpI44ofrqqy/UonzAoH4U8w/AK39+DAZHcqyOysuxlBcPzSJhFMmji6teIumoJPbFWVl/VLMVCarRWY/EmrT5w5KoRqJO7eSkw+jsqNoSh1Jityrl8+ZLw2YzWDItGJy1vpzUlrELgSGheHrlUw6bnF0c1YJK+IS0L3NUbemdcHZ2UP/b+pd+nA2ObFn3C0X9/ZUX6quRlxk9diQJaVacXZwUFtK3TbLt6qZXbYgdrE7niIurEO47OMuYnfTaXAQP6UucholU3cVFj9miOYqSukZnHSZTNnq9TmEnuIsjMRuHsp1fG54yDpFC2/Jt5108dtvGKnM1mXLIFvwl39lJtS35mSbtvIhjKxcXkdxr14Mp449OytRJtP/5IwJWK44GI9mmDMzJN9X/Ri9vcrKzFJnNykjDnJyEzmjEmN+HHIsZiYWcmZSgPHEb8xXESo7SRMhKT1X1HeSE25MdgScFAR3KBOaDr8HTHSpVgB+2QOVwcMgPV4XMOkCZoDvPMDU1B0i6Dss2alJecVKVnglXYrTyzuKj0i7VfVKugr88TjvZ/cuQ2SvYEbAjYEfgn4uAEN0si4Urly6pRYV8C9GpVL0mrq7OOBuduHAhkjMnjqtFteQXLJhfARZzPVbF5HVz98C3SBEVEigoKJDEpFts3bBLkVMPTw8qVKlGWloqW9atxeBspN3zrfEPDELUmg8dOEZBX1+8C3grwnf9WjSpKclElCvF0SOnVNgckbbWatAQFxejIsE2QuXurufShSucPn5M2d1KjF2JlyshhYQY/7bpN1JSUikREEB4hbJkW3IwZVrYu2MPKSkpuDgbCS9fkfwFCxAVeYWkxEQkLFKhwkUICSuFzCvqarSKFysS6cT4OIJLhhEUGqLIRnp6Br9t/A1HRx0SLkg8TQeVLElUVCxmcya+RYqx9Ov5xN6I4fyrL+PjF8SBXfuIi41VpDuoZBghIUFs3/wbhYsWJTQshLQMMzu37KFQkSL4l/BX4WKSb91SmEhIoKjISIr6+VGucgVM6WZOHD2hHE7lz5+PtIx0zp26rMIGRV+NIy0lhdiYGHx8fXFzd0dvMHD6+HGc9E7UbtAQvV4jx2dPnuf8mdNqk0JCT3m6uZBldeDQvoNcj45WoZsknrLRIBJFHSePnlDXi7RZtVZtXJz1mLNy2LN9N4nxCeTzzk+lahLDWDYC7CvOez1dHJycsGZnc2zuBJIvncPRoCesYy98qzck5fJZjs//CEtKkpL4lu46AJ+KtUg4vp+jn71HVloq4T2G4dewDdHb1xF7YBslX+6Nk6ubavNefdrz7Qg8VghkQLkImNgbZn4HhuUQHgz9ummSXTElqV0OfL01FebbYzfC1n1QviT4+0HhgrD1dy1U0UtNoHQp+IMHwNsV7f88DQjYye7TcBbtc7AjYEfAjsBDQkCvd+JmYgKj+vXCxcWFwJLB/L57HzXq1WfMxA+JPH+e0QP6U9DHF7PZzLpVPzL6ww9wdHBg7IA+6JwMuHt68Oua1bR7uTP9Bw9i0pixxF2/TuGivuzbtZs2HV7mmeYtiI+9oSSDJ0+dYeXSZYRXqMiFM6fI512AYRPeVxLL6e+PVVJfLC15b/hw/AMCSYiL48Dunbw9oD8u7vlU/FtnoyMXz57lvSFD8fCSWK8ubFyzmq5v9ab3oAF8OvkjThw5TGARX1bGJdCu06s0ataYudM/5vfduygZWILDx0+qmLMffPIp82dN57dNG6hetx4VKldn5ZLFvP5OXxW/d/7MaTRs0Yr42Fhir0czec6X+BcvwvT3x3Hq+HECQ0LYv2sHvr5FWLDqZ65cvqxCMrl7uHHl0kWErJ45dZbdu/azZMF8wkKDuR6bwLXISL776Sc2rVnN9l83sHLzFrZv3c4Hw4fw0adzCQoJUJLl/buO8tGo4bi4uRIaHMipU2fp1qcfdRs2YVivnvTsP4iOHdpx9swV+nfrwuxFS/j601ns/m0L1WrXo1KNmqz5fjlxN26omMnHDx9mz7atjJ30AcePneC9wYORWLgynvWrVjJx2sdsWL+RZd98TYBfEU6cOafIcf8Rw9m8YSNfzZ5FQAk/4hKT+H3PTnr27s2m9Rv5fvFC/P2LceTQEdq+3Jke7/RW4aIe0qX8ZHXj4IDO6MyJeR+Rdv0qDT79nsi133N22Vw8AktxetFM9O6e1Bg/j9h92zi3bC4uPoWJ3rGegJadVN3Ijd9TILwyN/ZvpVCVehi8vMk22SzJnyw47KP9ByNgglbPQKs6mtaKoyFXXTkNSgfBe71zf+d1zp8Ozz0DDqL5kwUGPUwfnOuUSvLyeNz/ByP71E7dTnaf2lNrn9ijQ0A81hjAITv3yfowRqIDB/vt/DCQtvchKsaOJN9KUkRv6rjR/LxzP5PHjeTM6QssmjeXkJKlGDd1CtkWC907dGDBvC8xGAxKSvvNwn8Rn5HDiSOHVHidZLOV+o2b0KxNW7wkZMTkaWxe94sK7VO/SXOMrs60btWCFYu/VZ6c2738KpPGDOdm4i1Skm9x7tRJ2r/SlWkTJ9GoRUve7t+X+IQU3nixHatX/EjnHj2wWLXwP59Pn0nxgCBmz/yYSwkpHNq/V8Wz3bpxs+rz00VLKR9aggWLljJ70ocEhpakbPmKdOvdj4CCHqxYvQ6Z7/Vr10lPSyOiYiU+m/s58WlZrFi04LZk0mA0MnDMeHzyu9KhdRt++3UD/oHBHDmwn2Xr1+PpbOCtbm9w/VqU8uZ88dxZpaJdv1Y16jZuSnJSEs+1as7ylWuY/Nk8IkoGcOTMJXp2eJ7fDx3jw+lTePX5S7z1aheSk24y7P2JPNO0AcmpFtzcHNX5uXE9mrFTpyscPvlmMZ9PnUxEpSrI2ESCKkm+RQqupPVZWZQpV4FP5s0h1QxLF3xFqbJl+fTzT7kQnciLTepRo14Dlnw9n2q16zJ+9HCi0zJ45dlWLFmylN1bt1AiKJgZMz/mROR1rlw4R1TUDebOmMoLnV6l62uvcO5yNK8/31qdg93bNlOpRi3Gjh7GodOXiI66oqTr9vvr3ghkZaTjU7E2Reu1VCqXlrRknFzcyDFnYrqZQHC71zDm88Q7vDKX1i7h5plj6nh2ZgYSwNjg4cW1Heuw5mRTtE5zcswmTYfTLk2/N+j2I48fAqL8IUTWUTN3QdzDS57NwZTY6f6Jgoh67NmO2cqLFr8t7/GbqX1EDwgB++r4AQFpb8aOwG0EclLAfBWsEhz0IdlDWbNB5357CPf/R57yf/ImuH+l//How+rnfxyevdr/hEBOdrayTy1VthwSXldUgZ10TlyPusrVy5dISkyga9s26jITteC0lGROX75EvUZN1Qa62LQKYcr4P/auAzyKqu2eze6mV5JAII0WepWqgEjvvRexC1hART6kKAKiUqSIKChFQQRFFBBQ4UeqdOm9QyAkhPSy2c2W/znvZEKIoIgQkjj3eZLZmbn1TLvnvi09HUHFA1G7Xm18NH6skMH4uDj4+PogPTUVlkwz6AKYXoCpKm3NtKJW/fpC2EiWr1y6iLCSpeHn74+Y6KvYuG4ttv+2ATqdXtSCWd4BBwwGJ8TGxiHywnn0fPo5pAEo7u8l8WIzTOm4ePasSIMn/O8NmC1m6KATwujt7YPHHm+AVd8vx7qVP8CUloaUlCQh6dShLlW2nDzhVP/lAoCQxsxMlKtcBT6+7kizAgEBRUU1mFJq4uXp6kzBAh59oil+WLJIiG301SuoXqeuaNGZMzKQQZtMAA2aNcHvv23G+LeGw5yehqTEeJjS0+AG4M13JqBN/Zro0L0X2nXtinSTXTWzFW/RZcuXR/VH6iAGQMNmLbB04TxERV7O7icvPPtL1XAmqg9TFZvzvtTkFFFRbtWxC1LsQNHiRfBEy9bYvX0LkhITULNuPSQDor5c57GGOH/qJLr1G4BPp3yA+nXq4tFGT+DNUSMQFZOAE0cO46fl32L18m+FWBsMBlm06NCjN2ZOfBd1VixDxx590PuZZ5FpVWeg2nvjTw9mFiEtWquR2LHv+/A13Di0E6U7PQ2PoBAUKV8NF376Gi4+/ki+eBI3Du1CyTa9ENq0E/ZNel0Moys9PQzRe7egWO3HEXd4N/gc+0ZUgYPG4FrSEChoCPBldbt0p9dH7uPcz33sdvVpxwo8AhrZLfCXUBtAvkPAGg9EfwhYE7KdvDzwPvKl798V8Ov1100xlq3eNyvPTS+ef13o35zN+pJoUud/A2K+LEvSwhA8vMLcUmXZ4bDD1c0Vz7wyFG07tUVyshl+AV6gE6M3X3gapgwTsvxHwWa1wtnVFQd278OY115GrfqP4dMlS7F2xQ/4ZsHnsDvsQsBIyNQ7lXF6vV2d0KhZC2xct0aIdcsOneHh5Q0XZxcMGzseNWrXAMP8+Ph5go6m6HyKqtd0gqXXG8TemB8+CgMyMzPFfjbTmomadephxoIvYbbQWZMBRTyNOHX+Cl4eMAB6gxHvfzQdUdHXMerVQbCKB6c7Xxb2k06hHOKES/HE5ezqjsxMs5BjPq6ZFosQTdobnzt9Cn2fewFmq0I6iS1xHTNkCEiEXxk+HOUq10Dfdi2UcgAO7tsDH18/sRuOvhaNYkFBch3UXlnMFtjsNnCsZlMGuO/u5g7WTRtcXgcSXOZRE/dzzv1oR0z/RTxGSX6wd5jYHnN8LM/rYjab5dq3bdsczdo2x4Y160X1+vk+/TBg8MsoE1EeYyZ9hNCS4RKX19fPXZx8uTgDzVo3ww/LlmPVsqWiQj3p03kIDguRa6b2SdvmQsDhgN2aiWovj4MpNgoHZ46Gd6lyqPjMMJz4cjrOLJ8LvbMrfMtVQ2Z6KrzCI/DoewvEGdWNAzugd3ZGyuVzOP7lNBjcPVG+70soVqsxrJo6cy6gtV0NAQ2BwoKARnYLy5XUxpHPELjTkuOD7GbOaeod2kk/CNz4POukSiHukPe+HGafdEDRIYBLuftSo1bJ3SPwoK4wSZHZnCGElW047HaROBYtXgLlK1fBt18tQKMnGsPFzRNzps5AWOkyqN/oCaxZsRw9+vZFQlIKNqxZjc69+wrRc3Vzx7sfTUdacqJIIDlCCrJIqjJMJlhtNiF5mZkWIW+0PX2mSzv4+QeII6qSwUEICArC94u+RNWaMwSgj8ZNQPXaddC4ZUvYbHYE+HuLRJL2ru07dcS5cxex5/dtqFLzEXGatHLpEuzYsgUtWjTF5i3bsXfHVlSvXQ9JSUmY+vkClCxTCvM/+wxXLl4U6Sj7QrKsYszwQ5SUkcRnms3ZF4mSYqbHGjeRMR88cgJBYWFYu+I7GJ1dcOr4MZFMBxTzF8/NHDOlu6kWG04dPYw33hmP5i2aYfbHn+HsieNC2n8/dBTzZ83AB5/MweYNv2LiW29i+oKvRFLLtgwGozjq2vTrz4gIfxbLFy0Up1MVqlYWifyR/X+gU5sW2LFlE04fPyaOqJTxKIZr9KDMfvywZDHadO4kNtknjxzBoNeHIzEhQeqr3+AxXDh/Djs2bcTQ0WMx99MvxBa6X78e4hBr5KuD4ePrK86vfvjmawwfNxaJ8YmYOXE8WrTvgJPHjordb9/ePVA8OFTGkJ6WKk7PssG7zz/u4g15n1u8f9XRazLvr/OrvoJb0eIIa9ENBg9PcS6VHh0Jvas7qg4eA6OXC+KPHMXOsS/A1S8A9kwzDG6esKYlI/K3lSjVYQCOzfsANYZMQPKlM7jw0xIE1Wki9w6fay1pCGgIaAgUNgQ0slvYrqg2nnyCQB6pL98yWnXafcvBW3fMF4HEzYqo5i6y31r4HvayuC58u9xDYa3IvSLgrlekoWa7I5uM3WtductxQkw7TxIUeh+22h0wurjIPo8PHfIqhl24gBf79hY7XXr2bda2PapUKIu4G7F4sW8f8cTs61cERqMzWnToiD3bt2JAx3bw9PIWr8603yR5bNG+Iya/MwrfLPgKxYJD4FfEHxwT1W0btRcwkgAAIABJREFUNGkG/8Ci4oXYBieM+2gGRr36Ep7r1lV008pWqISIChWzpasmswOvjx6JD8a8g2d69URoWBi8fXxkeHXq1cIrI0bis48mYfGnHyMtw4zeTz+Phg3q40DTFhj58kC4eXggonwFNGzaHHGx1xFYLEg8OnP8lD6XCA2Du4cnvH39UKx4CZGakjsULRYkOD3xWG1cHfoGhr80CCVCQ+S8m7ubeF5u3LwlrJlUtwaatWmHCW8Nw3dffYUBg1/BrEkTsXjubISWKo3m7doj6kqkOMZq1q49OnXvJE67XurbA6u+/Ra9+vcRKSyJakh4SVEf3vrrWnj6+GHUB5Ph4eGCZ14agukT30Xvrt0QFBKGxi1aido2x8PFA+E7DggBprfpgb17IjEuDm+8Mw5VqpYX0jr61aF4vlcPpCQlo+dTz6Fzh3ZY9+sGcdq1eukipJky0O/5F9Gw4aMoViIYU8aOwTOdO8OcYUalGjVQtVxpccI164P38O38uTBnWvHC0GEoFVEGFoq372OyU3pNibUDcHsYr+X7NBY+d0YPL1gzTDj6+Ydw9glA8oUTIuX1q/gITn8zG6a4GIS36omTi2eIenJAtfqwmWmX64RL67+Hd3gEfMtWhNHdE7EHdsCcFA/P4FJit6sR3ft0oe5LNVTxkNfYfantX1Ui6x8PY/H+X/VaK6whcAsCOof2hrsFEG0nFwKmg0Da7qyDecGO7IpzJ+9WgDE4V2dy7SYsB6zXAarm5kVyWBUVYL8ef91m+n7gdPOHo8ZcesVfIxE9Fbg6PI/Jrg4I+xQIHPTXfTvXBYhfmWdmzmKc6FICqHwE0DNOQeFJe+LMmHQ8ATX9XPFsGU9k2O6/xIYSTLFTdXIS4kapE6VPLi7O4nSJTpb4efH29YWLqzMO7N4tKsO16tVGUlIaXurXC482boLX3xqGxGQzkpOT5Dxj6ZLokjjrDQax9+VknQ6uxMY0yzaWhI6JfSChcXE2wmTKkJA7PE4yTZVdkb5KSBvg0L7dcPf0RLUa1ZGQkIynu7RDr6eeQ7/nn5bYsokJiaKSy7Z8/XxFumm1WoXUUa2acXSZOFaKINX+8JjgoddnkVxlQUDNy5iytBeOiY4WW2WjsxPeef11IXwfzZ0Lu0MvbfENq9PrJQQQ62eoHuLIPnh5eQkeVH/mvruHh9K+Xi9SdaqS08M0Yw1v3bAJn06dhDEfTkXx0GAYDS7imTnTkgmD0Sj1m0wmeHh6yIIDrxPxpAMXZ2dXwfDFnl3Q65nn0bxta1htOsGDIadYnirR7BftfWkvTYdHDKeUmpIC1kvcff38ROLP0EOmdJO0SYkxrwuvLe9I1kH1d6qYM7/VZpVwTALyffhn0AGpVge+Op+CS2k2fFY3AH7O+Zvx/nItHQvOpoCPrFOuT66OgZuddDi9ZDbijv8h8XQjur+AwEcaIvniKZxe+hky4q+D8XRrvDZRrg9JviUpHpc3rEDxhq3gU6oCru/dilPLPoVrkUBUfu5/cPH1h50BoXMkXh+7A3i5nDeaBdFKPG9SutWBkQfjcCHVChd9LgDypgvZrWQyNJinEe9VLwJ33kx5lKwxn8EQMz6L7eZdu7cdHm+gsFkA5z15lWyJwMl6QPrpvJsP3Gls/Mx41QMiNgB6rzvl0o7ncwQ0yW4+v0Ba9zQENAQ0BP4pAhFeRngZ9IjOsCLBYoeX0UkksP+0nr/KT6++JEgkSiScJDjcz8xUSHCRgAApzrkSp2vnz5zBgk9mol6D+oiJuSES2e79esNktkFvNMI/IFARZtjt4sBI7IHtdnh5+0i9rIUWpVSZZpskwhTXCUlj5AhLphBi1sOk9OVm7AlnFz1OHD6M75d8hdr16iDy8lVUql4D7Tp3gMVsg83mAOPusq+c6HMcytgUQqfWSYJrzyLc6jFuVTxUEiyEGIqElOQ2MTERU98dg4iKlZkd169dw8j334Oz0SgY8JgsSciYvaX/HCtJIBPHw7pdXF3hmhWPlsf45+rqLvbSkkdIikMWDOg4LCDQDxkmO0h0mUjKKYEmkeYiAcdLNW+jUbWmlmywUEVbp4N/gB8yzBDnYLyWrIfY+wcqOLM+4mSzO4SAs15ph/bcPG5Rrqerq6scZx/VBYiceJPAM//9THqdDgkWmxDdsl4GuD1k8vRvx8ZFBTh0qPjU63IvsD7a72amJsO9WAhq/e8jpQkdYMswZRNYo5cPyvUerORNSYJ/tbpoWKuhPD+U/LIO5Sn9tz3Uyt8PBPba22GnpbS88fgMPqwk71uHA23tVcAwtFrSECioCGhkt6BeOa3fGgIaAhoCd0CA0qsyngbsvJGBU8kWNAh0hfU+a6KRjKpJSE2OfZWE3TyvQ6fefVE6ohyuXb0KvUEvDqmKBQUgPZ2kSon+oOZXt6yXJOh2SSWTOc/l7FPO41JPpg19nnsBFatVl/ix9Z8woH6jxvD29YYpQ+kDiVvulHss6vncxCy77VxOnnjcnmHHI3XrY/KceThz8qRUUaFyFZSrVBapKUrbOevNOeacv9U8ube2HN50M0xKCKFx0z4WNW9TuhV2iuiyknKtbjdOJQ/Pk7i/N+MTBBQthvRc5VkNsf/T7URim+MeUNvj9nbHpR+3wTtnuX/zm1JRSkcPJ1qQaLGhhp8HXAs42RU8+EzcxpmUw2aD1UQ/47dJvDZUZ2biYk2mRf5u5nx4hOpmH7RfKgJR1iBsSPOD3aGDXnfz2VXP59WWLdscOjxid9XIbl6BrrXzQBDQyO4DgbUwVZqfP4LsG1XS8kotTW0rP2NSmO49bSz/BoFOoe74I96MrdczUMbLiABnvdi7/ps677Ws3eaAzsmBOg3qZqtmmi3IJrr3Wu8/Kcc+UJ340caPZfeBEkuV6P6Tuv5pXhI7SjPLVaqASlUVGUmmFX8iuv+03tvlp4SajqECixVBRoZNkQjfLuMdjrGvlNRXfaQaMi2U6GYWSKGfs5MOp5IzsSnahJKeBlnwucOQtcMaAvkKAYPOCg+ndLEzz63KnpcdJdnlOplB3AJqdCEvsdfaur8IaHfv/cWzENZGwyGPLBWnvCB5VNW729tSXsWq8l8eYE9ZBv8oFbnbPuZBt7QmNARug0BlHxd0DPHA0kup+PZiKrqHeSLITQ/aofHJuc8ao7fpQY5DfHU47DCl3SoPzNOJnC7La/RD7IPZlCmxdFVkHsT4RUpusyEjXZG83+tbOyNdUXt+iFqUKkx3vWVfuSSpd9LhYqoVyy+lIcPuQJdQDxR3u1VN+64r1TJqCGgIaAhoCBRoBLQZe4G+fHnQ+dRdwPVPlIbyYtbDGbiTKxAa9vcOqm4sBDJOi6fJPEBCYQfOwYBPe0Cv2J/lSbtaIxoC94AANTb7lPREnNkGOr1JsDjQIcQdEV4GGHQ6kW7ejGB7Dw1oRTQE8hECXMKhFCrR6sC+eBO2xJiRYLahR7hHnjpYykeQaF3RENAQKOQInDp1Cq+++ioGDRqErl0ZiUDx7/D2229j48aNCAkJwcSJE1G+fHnR8vn444+xadMmlC1bFh9++KE4B7x06RJGjx6N4cOHo3r16oUSMY3sFsrLeh8HZY0F0o/lrfdeLsDbUv9+ECS66efyTotZBLspf98vLYeGQD5BgA55XqvgA38XPdZFpWPWqWSU8zaitKcBfkYnOOt1eSvhzSe4aN0ofAiY7A7EZthwMikTUSYrirnp8UJZb7QPdheb8MI3Ym1EGgIaAv9lBC5cuICBAwdiy5YtaNWqlUBBHxOTJk3C+++/L4T22LFjiI6OxoYNG3Do0CHMnj0bI0eOFKJbu3Zt9OnTB59//jlYF4lxYU0a2S2sV/Z+jYsqxdQLo97jverD/ZO+sB0nt7uT1jq5KH3LK5NdjoNSZy1pCBQgBIxOOjxbxgvVfJ2xMdqEY0kWrE2y5NkjXYCg0rpagBHg54nxpUM9jOga4IEmQW4o55VHYekKMG5a1zUENAQKHgLbt29H7969ERsbK513cXGRbUxMDBYtWoSaNWti3759Qm6HDBmCnTt3Ii0tTaImNGzYUCIXnDx5EklJSfjxxx8xbtw4+Pv7Fzwg7rLHGtm9S6C0bBoCGgIaAgUZgdr+LuDfuZRMxFnsMNscEn83L9awCjJuWt8LAAI6wMVJB0+DE4Ld9SjqqtnnFoCrpnVRQ0BD4B4RWLFiBR5//HE0aNAAr7zySrbHe5LfM2fOiGozHQ1WqlRJCO7Ro0dRo0YNiW5w5MgRyV+hQgWR6pYoUQI9euRhHOV7HPO/KaaR3X+DnlZWQ0BDQEOggCFAz8xlClifte5qCGgIaAhoCPxXEHAAjkxFo5Dafg8ziTfHP4dqe5hdYtu0yfX29sb69etv6QrDvPFPr1cW/BinmaQ3Pj4e9evXR//+/TFnzhwhylRjnjp1KsaMGQPa7fKvcuXKhVLCq5HdW24TbUdDQENAQ0BDQENAQ0BDQEMg3yOg04GTeYedURz4O7dNkyPXuax9CTfsBPFLn6du6fM9ovmig3YY4GQsBrgk/IPoHA+o6w47YPB9QJXfe7VFihSRwikpt/cjw+eCSd2SADs7O2Ps2LHiqIoEeNasWQgLCxNbXZJgHgsPD8e0adMQEBBw753LhyU1spsPL4rWJQ0BDQENgQeFgCUjA+aMdGRazLDbbDJJfFBtafVqCOQVAnq9AQajEW4eXrLNq3a1dh4eAjonPRw2RermsFphzTSLNFBCUBmdxdGITq+XCb81PRV6N3fonJwkj8Nug8NhB+vQUv5CwOxwxxLLJMSakmDUP1yaYnPYEGL0QQ+4gndUfksqmVX75erqCnd3dyQkJMihjIwMWCwW+PreJOyqpPeLL74QCTG9MxuNRkyZMgX9+vXDgQMH0KJFC7XKQrF9uHdRoYBQG4SGgIaAhkB+R8CB1OQk3Lh2BekpybDblRismivm/H7dtP7dNQJZkgwSXk8fPxQpWhzunt53XVzLWLAQMLh5IHrXRpz9YQFqjZiGtKiLODZvkhBcJ4MB6devIrDGY6g66G2cXTEP13ZsgG9EVVR6+g24+hfD0S8+kP3ijzaHnYRZk/DmmxvAAT12Z9TGuXQ7XBhD7yEmxqWvajSgC4z5kuzmhqZ48eKoVasWVq1ahcGDB2Pt2rWSpU6dOrdk/fLLL0GnVi1btsTkyZOF7JIkM2VmKjHWbylQwHc0slvAL6DWfQ0BDQENgb9CwGrNRGxUJOKuXRH1JVcPTzi7usFodIaTSDUetlHUX/VeO6chcHcIUEshM9MCsykdcdFRSIq7gWKhJeFfrES2Kt/d1aTlyu8I6PQGZKYk4eTimUi/HgW7xQy/ctVRb+wc6I3OSDx/Eodnv4vgx9vBFBuFa7+vR/3xX2DXuwORcPoIdPoTsGdmIqBaXZHuakQ3v11xB9x16fB0sorjuYfZu0w44KZzhg70dvxwifftcDCbzXLYZDLJlhLcESNGoFevXqBNLtNrr72GnGT34sWLmDlzpuTz8fFBo0aNsHr1aglXFBwcLDF5pWAh+qeR3UJ0MbWhaAhoCGgI5ETAZs1E1MWzSIi5BldPT/gFBMHD2wcGQ35UyMrZc+23hsC9IWAxm5GanICE2Gu4eu4UrJkWFAspqRHee4MzX5YyuLri9Kqv4OIXgMz0NJHK6gwGOHv6wsnZGZfWLYV/5doIfqIdru/bCofDAUqCnQxGWJLikXj2GAJrNoBHcEmYE27kyzFqndIQuBsEHnvsMXz66afilVnN365dOyGvx48fh5+fH7p16waqN6vJYDBg4sSJ6NChgxxijF6qOp86dQrDhg1DmTKFz4WlRnbVq69tNQQ0BDQEChECdL4Sc+USEq5Hw9PXD4ElwuDi5i4OW7LVmAvReLWhaAgQAaOLM4oEBsHNwwMxkRcRHXkBRhdX+BctrgFUCBAwuHog9uBOZMTFILR5F5HuKka4DtA+N+7oPsSfPIhHJ8yDJSUJXuHlULRWQ/w+oj8CH2kohNeeaYFf+Wq4vm8b3INC4OzpDbs1/3ncLQSXSxvCA0aAxJTqyrlT06ZNwb/bpZCQEPHKrJ6j3W/Hjh3V3UK51chuobys2qA0BDQE/usI0DaX6pwkuIElwuHi5qY4pPqvA6ONv1AjQM+8VMx3c/dC0ZCSuHrhlKjxe3r5yLNQqAdfyAfnpDfAnBSPqO2/IrxNT+icDIrU1t1THE/x/JUta8QW171YCByZFjHVqNB/CDI7Pw2d3ohzK+ahaO1GODhjNEyx1xBQvT4qPTNMcdSn2e0W8jtIG95/FYHcftr/qzho49YQ0BDIbwjw7URtW/4Zb2Muo57nOSaa0/B37jI5j/+H3nhxMdcktEaRokFwcdWIbtZdom3+IwjQ0667hyf8A4sjIy0FSfGaumqBvvSMF+rsjNgD23Fl02qcXbFA7HLTrl7A2RXzYTOlw5KahBuHdqFozQbQu7iJFot4XNbp4V4sFDcO7oDe1Q2m2GgYPDxR953ZSL16EfHH90PvclPNs0DjpHVeQ0BD4E8I/Iemfn8au3ZAQ0BDIL8ioAMcNiDqKnDuHHA5EhAtM9U/BN9cDuDiJeD6dYXkZmQA5y8C584DkZeBG7H0KghAD1y9Cly+DMCu7OfXYd+vfpkzTEhLShBJlruXj0g/7lfdWj0aAgUBAdppMrl7+cJgdJbnQUJtFYTOa338MwIOB2zmDPhVqI7qr05AUJ3G8CldAdA5wbtkhIQVSrsWKaGEPMPL3vrOc3ISb81Xtq5FSNNOcPb2Q2ZqsuKsyskJRk8fJR7vn1vVjmgIaAgUAgQ0NeZCcBG1IWgIFDoE3IGVa4AxnwHlywIlfIHxAwGJo07CagDmfQcsWw+4uwLjB1FtERgzC7A5gKQUINUErJ4FHNgLTPpSIcvPdQb6dwUMrKMQJ3qktdmscPNkzFHn+zKRI3lw9/S6LWqZ5gwJV5A75t9tM2cdFKcxdCrj6iZH0lNTsp0I8Zxer89WO8157q/qVM+xPGMJurp7/KluNc8tW4cDrm5uoJdXNVktZmRaLPc9DjH7RdVyNSnXyiahH2hbmjNlpKfJOFSMVJzVsdmtmWAcxX+Cu1q/XE8PDyELprRU9fAtW9ZLDBnLlN4+/2k77Cev4z8JZUFbW65kpaem/eP2buk8a+F9ZDTC1d0T6WkpsNltcNJrcVVz41RQ9hkb19U/CCHBpURy6xVWFubEOBSr84TY4vI87XPdigTCYb0ZPkXv4oIbR/YgoGpdUL3ZtUgg4g7vwbkfFordr0+ZSrCZFW+2BQULrZ8aAhoCd4/AzS/73ZfRcmoIaAhoCDw4BCi9zQAOnAKe7gAMHwkgHgDnIgwP66JIe3/4DVg8HvhtLzBjKTDnbWD5TOX86A8ANxegWCDw/gLg7eeBQF9g9KdAi3pAcEhWXQ9uFA+15kyLWbFlMzoLYfi3wYVIcujBcfXKlfhj/x/IzKQzF6VWhjp48sknUTQwUDw63u3AGcT+WnQ05s9fgBrVq6FDx44KueRahsGAlJRUvP/BB6hRvQbat28Hm812q7TmLxpi+bS0NHzw4YeoUqUKOnfsJESH5Od2iYsCf+zbi2++WSoxiNm3V15+GWElS+FORPB29fzdMfbLbrdjyuTJiIq6isqVK6Nvnz5wdnFB1NWr+GbZMlyPiZFIKCVKFMeLL7wgVc6Y+TESExPx2tAhKFKkiJBHXgu/In549NFHs3H7u/Zznnd2ccWqlSuRlp6Orl26yH3CvqmJRJUeOpctXICS4eFo2Ohx8L6628R7hiqklyOjUKJ48bu6diyzds0aIcjNmjWD9T7EeyTZNjobYUq1wWqxSMitux2Dli+/IaCThZfMtBRkpiXDo0Q4av3vI9i4MJWaDO/wCPg+O1zCCnEhSE3W9DQEP95WFrPonEqn06P6q+Oy70mN6KpIadt8g0BmNGBLzLIlV1XaHkbvHFkmYiGAk7J4/DB68W/b1Mjuv0VQK68hoCFwfxFwAmwW4HoC8PPvwK5jwJOtgM4tsgiqATh+ASgeABQrAlQtA6zdDsReB0LLAUcOAEfPAZ+PUux4q5UF4pMAc6aS35k2vbfnPPd3HA+zNodDyAsn+vdjrCQhRmdnLP/+e3y9ZMmfRnbm7FlMmzoVri4uQlR1BsWQWpVEsrybmxsgcX1Z3A671YYbN25gxsyZ6N+vL7p06w6GSnJxUz6omXEJGD/hPfTo3h1dunaDUVTbFQmjKvW1ZVqEkDGsQrZU1mEXR1zp6elSnuEVerC8k1HaVyWp7BP/6Ljr++XLhRiT9IWFh+PUyZMYNPglvPzKy2AYByazySSEWx0LpZUk4K7ulNJyMuJARnq6TKCV/lCCqAP7yFiIJLqUwr4z9l1cu3YN7Tp0wOKvvkJsbCxGjhqNQ4cO4aef1qB3r57w8vICFxFIuqfPmIH9Bw6iWNGi+HDSZEybPg0XLl7E5198gWnTPsqesOe8KCT17ANDrTCRDJiF6BlhdLkZLzIsLAxms0XqUDGVAg6F9HJ8ZcuWhX+RInBy0sGNY+WCAa+jw470tDTJ7uzsDIMz61USrzvHO236DHh4uAuWlM67s3zWPZCZYUKm1SrXgOUZH5Vp9eqfYDAa0bpNm39NdtlVuc5OenkM6LxKS4UFAZ1orPDelnuSiyt2uzxvt4ubK47L7BYZPBdh+Fxm7RQWQLRxFCYE4r8Brn923zWL7g0iBxA6HfBpf2/F80Epjezmg4ugdeE/hADnxJwbc9GZQhJ1wY5bzxz2pJxD0i5V0fBUAKIwjdqGfGqZl/O2lMJJ3EwWwMcTeOsZoIgXMO4LoEQxoG7NLChsN78BOiflt414GIDv1wNNawPFghXS3LsVMHMpoHcCerUCvH0Kt1T3gT1NDgdchCgB+/bsRnBICMwZGXjtjTewYsUPeOG551G3fn1cvngBDFpP8lS9enUhXSQcZ86cxbVrUdI9bx8f1Kj5CEKCg7FwwXyEhoTAkkGCZMS2rVuEKHl68CYHGPQ+w5SOffv2IiAgAKVKlUZqWip2796D0NAQkLCdO3deJKVq/uo1a4r6L/e9vbzg0Olw7uxZxMbeQLly5eDp6SESVpLJ0ydPYs6cORg+7A307ttP2uS/Lz7/HB9N/QiVKlRA7I0bqFSxokgFdTrg6JGj8PbxRmhYGLZs3iyknZLtBg0aCPk+ffo0EhISEHP9urRXpnRpUdde/+t67Nm7RyTk/oFFUal8OXy7fLnEgj156jSaNnkCrw4Zmt2HlKREHD16FD27d0ODhg3RrVt3JMTH44cffkSPHj1QrnwFmNL4ElBfJIrqrrunJ86fPSsEmmq7j9avD/+AAFyLihJyHRMTI9eFWJKkk1xSirpp0y9IS0tFyZKl4O7uhqCgYmCYCjdXN0Rfu4YbcXEyvsuXLiM8PBy16tRGptmMpKQkbP/9d1itVnh7e0t7kZGRWLlyJcLCQtG2TRuRkh87chgnT52C0WBE06ZNZAGEEuSrV69i79698PDwAImvpxfV5Qv7ilT2ZdZ+/BsEcmtr5N6/U913m+9O5bXjGgIPEgHrDcB0Vmnh5uv9QbZ457r5KrbG3fl8ATijkd0CcJG0LhYSBEhebcD6jUB4EFA+Iov08rgdWPIdcDZSWaTu2QJITgN+2aEQOTdXoFQw0KMFEBsLzJkDFC0CDOyeNc8tTAILG+DpDkyi+jKxMQHfbwROnAPq1lXuBRcjYMsivNzaHYrtrikauBoLtGmgqDNfvajY/X4+GiheFOjyhqLO3LAeX96F5L7Kw2HYCTQg6reqPSxJj9FggNFowLGjR/HMs89g7959ku+tEf8TSeapEyfQf8AAHDt2TI6TNG/fvh0ebq4Y8NTTeLJ/P3w2Zy7mf/EFnn/xRclDosxEifCVK1fQqPETePbZZ0Tt+dDhQ2jcpAnef+89dOvWFS1atsLlyEjJX7RoUXz37TI8UlNZGSGZ0jk54cPJk7Fw4ZfYvnUrHm3QALSHJQnftn07PD090at3b1gyFOktCVevnj2wfsMGrPv5Zyz+eglGjxyJDp06ISbqKgYOHowxY0Zjy9atWPLNUpF+kgyePnMW3bt1wTtjx8rvunVqC1EsV6689O3g4cOoUKECfly5CpcuXUTVqtUw+cMPAScnnDt3TvAZ9+5YyfvC888jsGhR6WNcfDxioqOFSF6+dAnnz5/HkFdflXwkoiZ6Z8tKVIk+feo0/ve//4l0mOrPixd/jfnz52PXrt147oUX0KZ1a9StVw8rfvgR6elpmDXrE0ybNh07d+6UxYODhw4JJrNnzcLYd99Fo4YNEVQ8CMP/N0JUnlnnwUOHsXDBPISFhmLEWyMRnxCPEiWC8fvvv6N7t25o2LAh4uLiRKJ8KTIS0ddjMX7cOJQsVQqx168LOeb9ER8fj7dGjYafry+Sk5Nw/PgJdOzEmI8Pe4anIqptNQQ0BDQE8hgBHTWRstp82K9CfvZ1BZsuFuze5/G9pzWnIfCvEHAGft8F9BkFTB8GlK+aRXb1wIVIYNJXwKDuADX9XF0UMhcUCDgZgC++B2pEAD2aA5MXKQT4zGXA0w3ox3khbVkLS9IDCYnA3IVAl6aKR+WzV4BnOwOWdECvA2qUB2Z/p9j1bjsA+HkD/qHAvt0KNmVok5sJiC8aBxCXCND3ED06G9VQRYUFrzwcByWhTK3btBXpG0nujp070ejxRiJl7Ny5M67HxGLJ14tFkjtu/ATUrVsH585dECL3v+FvonqNGrI64ePlhYwMU7aENTLyMoa9+aZIg0ePHo3fNm4UySRVEklKmUQtm9/drH2q63p6e2PqlCkwW8y4fDkSo8eMEcln7Vq1JJ/d4RD1xoEvvog2rVqjVKlSsJgVcsjy0dExCCpWTLy4Um2XiVu2QQJGItypY0es+uknIbubNm8GCTUJ+6LFX2PkWyPQtFlz7Nq5Ay+8MBDlIiKQnm5Cq1bVuIgLAAAgAElEQVSt8CGJrMMOU3o63AwesNnt2LlzFypWqIDgkDB8MW8erkRG4sUXngelrUX8/RFUvAR27tiBgYMGY8GC+XjyyQGYPGUKvlu+HEOHDMWqVavRskULzJk7F7/v+B19+/ZFx/btRapKYm+12vDexIkoWTIctPUlfuz/4kWLULRYUSHAM6ZPQ1CJYPB6UIK6d89urFm3Fiu+W47g0FC8N2E8fvppLZz0TiJlZ73EimMe+uqrCAkPx+DBg7Bs6TIMHTpECHDr1q1EbXrqlMnSx9GjRqJ5s2YoGxGBho81ELVkkmxqAlyPvob+Tz6FlatW48qVSAQGBOCzOXPEPrpVm7ai7i0XQvunIaAh8JcI6J1dxGxDHHIxPJPROct8wQGbxaI46nJygsHFTT6OtE928P2m1ys2zLRt1qTcf4mxdrLgI6CR3YJ/DbURFAQE9IA1A/j0eyAoQHGelFNLLyoWKOYPPFoFKBMGeAcqkseqjwExp4HfdgJvDwb+OA7sOwFsWghs2wVMmAf0bqMQwIIAw1310Q54FgHKhgKvThKhF57tCNR6BFi8AvBwBbq2AwZ3B96aBfj7AhMGAXojkJ4BhBZTjlFNvHhxYMRTipMq2uz2aQXUocDwpu+Su+qSlklBIItjgja6tLelA6OePXtg0aJFSIhLwImTJ0WaN3r0GHEQRds4qhv37dMXy+vWxdq16/Dd8u/xxuuvoWhQMVBKSSJFEn3m9BkhgwP69xcV3eZNnxBCZ80ioOwB8zJR8srEBefixYuLpHbtTz+Jyi+PMx/7xv6SpHEyV6duPfmj9JYqu2pdJLZ0ZpU7kezS1pbFO7RrixcGDcaN69fx05o1aNasKdJSU3Hm9GnMnPkxpk2fDr2THn5+vtIu+1W+HFU3IERXJedmUwYiypbFm28OA3R6VCgfgSFDX0P37t3w1ZcLpU+e3j545qmn8ESTJvj5559F8h0eHibkm5JSq80qatzbtm3Dk0/2x5SpU1GlcmVQVZop4UYsoqOj0bplS9knCKyL6sO0461YsaJseVKnc5LFhj379iEsJAQlSpSQMo/UfAR79u6DLcumlv2nijKluCS6tHfkIgDVmgOLBaFi5UpCsLdt246k5GSRxicmJcKSmSkYxsRE42pUFNb/3wZs/O03EdpaLGYkJSbh8OEj6NixA0BPu66uqFunTpbHZEWLQBmE9l9DQEMgNwLUWEmPuQr6SHDx8YOTswtM168h+cJJIbN+5arB6Oktz2vsoV2wWy3wr1RL8tNRV/rVi3ALLC4EWSO8udHV9gsTAhrZLUxXUxtL/kXAFfh0PlCxFBDgB1hzSmL1wMlLwIWrwKyVSozYdwcCDeoASAQWrgKqlgXCygF7DgGejE7iCnh7AhkWIDkF8KMdamFJDsBoBbq3Ajo+rgzKmbbLVsDbHXCmcNEMtG8KtKxPz70AfQ8Rqya1gSbEjfNkG+CkA9o0BprXUxavnYkdsdfm0fd0tyhemIHDhw4KeenevQe2b9uOmGvX4OtXBHQKRcdKbdq0FiksbXBr1KiBajVqYPfu3fhu2TL8328bMWLkKOzavRtjRo2CPgeBpdMnkmimyMgrsiXRyuklmAevXLkq55yNRkydOlVUcNf/+ou0u3TZMiG4KsGUjHf4R8L7aP162LhxI65evoTgsHDQgRVD/Zw9dxa0vR32xusoX748KleqhFmfzMK16Bi0btUKx44fR7Xq1fD53DliV0xS7ebhCdrZmrMkx7c2q4OrmytCQ0OF6PIcvRwXKeIntsSnz5wR1Ws66XJ2dUVgYCAyLZS62FGpchXpF9WRmzdvKqq+VIfu0qULpk+fgUuXLqFsmTJZjqYMsiU5VZPFbBYCyfFyAUIWAOQkpeZOQlxJTHmcMnSW5WKBrBaolfCxySEB4rWiE6qLFy6gfbv2aNOmDRYvXoRffvkZ8xcsFAmz1EdHYE5OQoDfGz8BVSpXhNmSCS8fX3koN23eJO3RcZXOYRdyzDBQWtIQ0BC4MwKU4KZFXcbO0U+jdNdnUKHPy0g8ewwHpo2Ek7OzSHTdigWj2kvvIv74HzixaIaEVyrT6SmU7fY8Lqz9BgmnDqHCk0NlIS3ns33nVrUzGgIFEwFVI7xg9l7rtYZAQUDAFTiwH9h5BOjaRJk/UsqYPW+0APWqACumAAtmAC3qAwtWK3a8yYnAriPAADrBM//Ziq3QcrYsskoHr+LklQTVCkSEAvUqZ5FVq3JOnLuq8/rcti1Z9dDRq9RD2+ZCC9qDfxiEAAHihbdatepYuuRrRMfEiGMnEt0OWeq0tO2lOi1JatUqVfDzurUSYufX9evh4LnMTOigg50efU0mkaySOFI6+cnsT9G7d2/0e3KADIiSV4bbKR4UhB9/XIk+vXtj6GuvyTl68z11SnEGRdvSp599Vo6TrHHyJv1gW05OWLhwAWgHe/HiJbi4usp5joe2v02bNsVTzz4nTqysdjsOHzyIYW8OR+MnGqNajZriwIkquR98OAlly5YRVegaNaqLujKdRTGWKyWnb40YgfMXLsq42Tc1SV9sVrRr2wbHjx/Dr7/8LKRu3vwFCA4ORkCAv9Q94+OPYbU7xIEV7WLr1asnKoqUpG7YsAEZZjMaN24Cd3cPXLx0SSTLxJ2Ou5hIQH2LFBEHUd8sXYrr0dE4e+YMfvzxRzRr0gQuri4wpd+MJ8rxWzItaNiggRDuzVs2w5SehjVr10qoI4PeIKSXePI6UNKtPkBsi9eXDrT8/f0xdeoUcTz1+RfzkZLCmMmKOjh/+/r6iYOvT2bPhk5vlDpHjXwLv/32mzivWv79Cly7ekVsvn/59desxYL/5vTEDh2scMo3f+yPlvIZAlRX1htwdsUXSI2OhJPBGQy1dOqb2XANKIoms39Eg0mLUbRmQ2SmJCF61yaU6z0YVQe9jaidG5F47jjiju5FaNNOMHr53Jc47PkMocLfHc5jKK7kAv5NB/vKuNXjPMegAMzLx5j5eIyvVvUYBQX/gUdck+wW/kdCG+HDRsCoSG0vXgNGfgIcPgucvAC0aggUDwOQpoTR8S+idJQhdU5fUl5IDKET4AuU4FzWDhT1A9JobpgBJKcCbs70Npvlmflhj/N+t8+XMf/UZAcqVciSzKqS8ZznmS/3vnrsdsfVerXtXSFAwsbYr7R5FQmhzYpadepi4sT3MGfOXInZOu2jqaKKTOkqE51HFQsqLrae9Ni7dt06IUEkVx999BGSkhLFWzHJmre3j9io9urdB+vWrRP1aKoXk0jRlvWdd97BhPfew/9t3IiuXToL0aL0s3u3rti3bx82/bYJTz31FMLDwqXttPQ0RESURUhIsNwWp06dEodSgwYOzFKTVciY0Ukvzpx85s7Bq0OGiLQyNSUFTw0YgO49e4hElWGXatepjZo1a6LpE08IuQ0LDcP4ce9i/PgJ+PmXX0C13Sf7P4mw0BDxLu3rc+skktJVSrnHvP02ZsyYidmzPxVpJx1dhZcqjWlTp4gzrx7dusnYeLxylcoSQ5ek9OdffpU+6fVOaN+uLY4dO4rBL7+CXr17CZFUCT5Vj+mcatSoURjw1ABYLJlo174d2nfogNWr6B1ZUYlmKBbaHickJKJqteqYOGGC2AZzIYBENiIiQqTzwcElRD2b4ZCoTi0hXBwOFCtWTBYtmjRtgu9XrECHDh1lAYGk+sDBg6Ki3LJlCwk/VKlSJUz96CO8OWwYunXvLuWozl0uoizq1a0jzsWefuZZUU+vXq0aSoaXhMOuPuR3dXsWmkzeOhvKOFvE6R41Ux5W4iuT/ug8dP/N6/CwcP/7dh0wuHrg2u/r4bDZEVCV3hYBS0oSzElxCG3WGdF7tslqeljrHqC6srNPEcQf+0Nseb1CSiF610YY3D0QVL8hLCkZsEtMbO0j+ffY55McvFRuQGKs4tSUkSsiaMXCR9UZSIkHTl0GDE5A5TKAMSsCyPGTQKYVqE4LGwPgsAJRV5WQjBKlrhDfAjqHpruQT+7efNqN6A+Aq6NurgI96G7yYdO7AWVWA97N/7q1Y5WB9OM3Pdb9de5/f5ZSQddwoNJhQO995/rS9wOnmwPWhOwVM4Z3NNuBpCRg6FTgiVrAC72B3fuBahWAtZuA9buA2nWAteuBF7sAnToB02YDpgxg9PPKCl1yOjButiIdjokH2jwG9O2QFcbIvytQesWd+8Uz0VOBq8Pz9npSxBP2KRA46K/7dq4LEL8yb6+nSwmg8hFAn7XS8Nc9LDBn46Kv4trl8/AvVgJFipaA/T4RB0ry+MnI6SiKv00mkxxn6BhKAEmWmGhbq6oTs6x6nGXo7IhxZ3mceUigmZ91qWVJ8uScXg+DXp8lWVTq5Tm1jGJbq8SWZfs8xzZy1q32nWXUPklDDiX0Do/TMzDLsyxJds4+swz3mU/9bLK/KakpyDBlSBlKoNX2/9ROlmMtlqHUln2k3Su9TVOFmCrZJPeU1BIbhvAhXmyLf8zPOLVq/0huU1NTRW2c59k3dTwk58zHdthvPz8/Oc8yTOwbE8voDUZci7qKI0eOSjgg2gzTQdX+/Qfw5ZcL4ZJVF/OznZxleYz21qw3OTlFYvGyLV4Ptks1Z46JZby8vSVUVXJyspyjujtxplo1JfDsK/d5D7GdW66R9PZe/jGWMnA96jISb1xH2co14e71F+/ue2niPpeJu34N1y6eu48Y3HsHeR2CS0egSGDQvVfyD0umWx0YeTAOF1KtcKE3woeYMu0OlPY04r3qReBuyLu+rLqSjsUXUkT7K/eCB+1yzXExOP7ldIS26IwLq79G4CMNENa8K7a+3h3uRYMFMXNSPPyr1kXFAa/DnHgDRz6bIKvB5XoNQuRvq1G8fjOkXLkAOrgKfiIrfmq2upkCOqdjXPB4o6IPGgZSJJg3Kb/dA5V8nPF2VT+45eX9GDUWiBqvAJ771jMCMSnAW5OoZQWkZ0L8mnRpDzC63xuTAFrAZNqASqWAka8Cp48Bb88B0kzAa32Bbt2BX9cCOw4Dw5/NMo+707oWb4TSXwNFbobmy5s74f61kq8lu1yt//rrr7M9M/Lj16dPHzz+eJYh37/AgROqZcuWiefPRx555B/V9Mcff+Dw4cPo169ftqOUf1RBrsyff/45qlSpgsceeyzXmT/vbt26VfrNGItNmjSRDHv27MGRI0fw3HPPyT5DenASRSkC4xd+8MEHMhnhJILeQVWPqn+uXTvyoBCgqi2lsG4G4KXuQAjnDmZg6x+AuwvQuzOQbgYuRwJDegGtGlFXFGhUE3BRfPEoNqvewPABwBc/AhFhQN82Wat5D6rjWr0aAjkQIHkhcVFJk0qySNhUYsjzJGtMPEbSxZTzOMuREPEYPTrTYzLzktDlLMvfPK7Wo5xT1JPVcySEfKfx+6C2JQTNbpe61PLsO/Nwn+1npyznSzxHaaxqp8q+5MzH36yD5dUkBNTNHR7uHnJIJacktH9qJ4ssctx8P7M91sk6mLilgyZiyeNqXTzHvCS6atsq4VVJrHpcKtLppCyxJflm4nn+kUzyuIoTx0PVZtoGT532Eb797jshzwxtNPKtt6SfOZ155S7LulkXFyL8s1RT2A7Hz+McByXCPEbJtrqIoPaJY2RS+8r8TNyyzH8xcV7rBDscoP107llu3iKi9CFv29RauzMCNMeg1+XLG36Eb0Rl+JWvjjOmz7NsohywJCcirHk3VH72NcSfPIad77yAgCq1UaJBa9Qb97k4orrw09dwLRKI6L2bkXzupBKA3kmH8FY9YCVz0lL+RoCvBAMwl1E5AHz7DbDxB2DGUuDxOsDsJYCHO7B0GoB4YOl6wJoIrN0OvNFPieDx+Y9Ag1oAI1n0agl4cv3vpnVL/h7/PfYuX5PdXbt2YcuWLZg4caIM78SJE3jrrbfwzTffoGTJkvc4ZKUYJQqsh5OLf0p2qQ63dOlS9OzZ876QXfaDjkb+juxy8sB26eCkbNmy2eM/cOAAvvvuOyG7nCSwvueff14IMPF69NFHZYz07EmCPn36dLETy65A+/HgEeAcjkIVHdCYRNYOpMQBpYOB4KKKd+BnuWhG+wrO/9KVbR2uw7AsTeWYTEBQEPA2I4ZwLpiStc06rW00BB4kAiQguUlI7mO599X+3O4431c5vS0zr0qk+TtnW5I3hx1sznMqeVPbUrd3qks9n3N7u77kPM/ft2vnbo/lrOt2Ze5Uv1oud5nb4anm5fZ25znGnPUwD8MilSlbBl8tXCjSXZvdhrJlXkTV6tVhyuWlOndZtT2GVMJtyOntrlnO66aWv11f1XP/tS1f97ST5fbhk93bW4b8165JfhmvzkkvUtrrB3+HNTUFV7esFSdTKZFn4RlSGkH1msE3oopoRxncPODqXxRWU7qiPWExi/flmN2/oVyfl3BwxijUfGMSks+fQORvqxDeskf2Alx+Ge/f98Mh9sp01sVx5rxbnQxGIfdWk0LgKcF2cnEVtW5bhkkWCPSu7nDYrGLv/Pdt5aMcJqBfW8DLE7h4Eth1FAgLAvR2IPI60LslcOo44OIA+vRU5o3eHsCRs4CLEShZHNiwTQlxWbUhgFRlbnpbM7B8NOx/05V8TXa56kxbn7Zt28oYGzduLE46KMUk2aUNGG27uFrcoUMHWRFnxh07duDs2bOyQt2xI4OQKmn16tWgChUlw7Q3CgoKAonr4sWLUbp0aTRo0EAyUu2Kefmh7tSpk6hV8QSdaVy5cgWXL1+WcBdZ1WZvKEXdvHmzrGS3b99eVqvpJfPatWvi1ZOr7C1bthSCTKcda9asEfUy9p8r/bkTSSydf9DrZp06dcRjKI9xnyp2aiJhp8obEzGJjY0ViTUJb7Vq1TBmzBg517p1a3Tt2hVffPEF3n33XbV44dvSPoFEkCtVORfGOXugMT4dffLh5j5/K0Io5ZgakoZPBrV2aB+bRVLvC1Bsk+9kKKtvnZ8ARAjGNkhccyb2XQkHevMoj7GPiTcPab80BB42AnxXunvSeJzPnuLIiNLInOTon/aRdVJCaKDanild6mKd9zPlbEOtNyM9TYgi23LzoMRWadNqMYv0Ve0Dt67uHlCPs7y7vMdv9pETKWoRqWXUNu5mm7N+VXqtSJLdJGi0KY0vsdsntSwdW6kqxbfPqRxlveHh4ShVJmsR1W77E9H9q/L385yCuQPpqWn3hNv97ItWl4ZAfkKATqiMHt6o89YMcVxnSYrH/inDUbTeEyhWuzFMsVE49+NCZCREI2bXFnHM51+tnoQeslvMOL/mGwRUrw/vUuXhERSKs9/Pg81iRmDNBgWQ6NKpvVHslFMiz8OvXFVx2sV3OiXgVONOjTwH33LVRFWbeW4c2gnfclXhU6aS2C8nnDwAvZsHPIuHy4JAfrrWd+wL55AAypRRJLz/mwTsOQz0bQ3YHEBsPPD9RiBpHZCeArR+FBg4AOjbFnhzumLWO+op4MdNQKtHgeXfAV4GoDVJL1NW/Vl7hWaTr8kuP9g5J0skcQxLwViAJKQjRoyQiQTVvqjyTAnw3r17JRQF1YLpgZLqUSSeDE+xc+dOkWj+3//9nxBATgKYn3ZP06ZNw7x581CrVi0MGzZMvElS7Zfnp0yZIttx48ahfv36oMSZ9kYk42oiCX7jjTfE4QfroxSa/WO9bJcqx4yLSLuk/v374+233xYSTGcvVBnjpC5nYpgOElKSfao5U/2Y/SUGhw4dkv5RrU1N6mSKCwEcA9u5fv06nnzySTWLYEHyT5ItL4T7PHHMbuhh/nAB1m9UwtE0rZ9LxdcdiI0CftoGPNkWMLoCa/8P2LATcHdV7BiKMr6tAUhLAn5eDzxWDZDQkyoJvo9joy2OCwn1f1Nb7z4iqVX1sBFwdXPH0iVLsGPXTrRt3QYNGzaQhUVVjfZe+ufs4oJTJ09i++87xCEV37k5JbX3UmfuMlSFjoqKwkfTpoFhlRhH9vXXXxO1XCe9Hj+tWg16B+aC5Buvv47Q0BAhvLSvpeo1QylVq1YVZSOUmLqrVq6SRVH2k6/Xjh07ockTjeU7xnfu3SZ+t6h99PGsWWjXtq18B85fuIDwsDBs2bYNUVHX0KF9O1Hfzi0pZV9p9/vZnDlo1LAR6DVaVRf+q/b5fYF4W/6rXA/2HMe96seV0BsMaN26pRJ66cE2qdWuIVCwENDpYPTylTi6zl4+KNvjBXgGl4TdZhW7XSejC2L374SzbxGU6/cKXHz94bBaRUXZu2QEAqo/KkSvfP8huLB6MdyDQhHephesGVmr8AUFDZ2TSG6PzZ+M+GP70XjmCug9XeCw2kCJ7bEZo3Dj4E40m7cB1vQUMJ/BzQ2Rm1aj5tCJcC8Wgos/f4cSDVvBK7Q0HFYlHntBGb4aQnHyCMAUB/QeBVB6m5IOdKwEDBoEXDkG9BsN1K4IPNYA+HqK4sBq7TqgiC+w5Q8l2gfph80OtGNo9gJ2G9zt9brJ1u62RB7m40SERLFbt25Cakl0SRRpi/rLL79I3EZKYEkuu3fvjnbt2omElp4oq1atKna1tHGtXr26EN/58+eLVJTSURJVrrhTFZkePEkKqTLNjy23VPklgWTsQNa7cOFC9OrVCy+99BJmz56NtWvXCmFU4Vi1ahViYmLwySefCNEdMmQISCxZHyXSkyZNwuTJk4Uos/+0s12/fr1IdEmeZaKRVRkJ/syZM0XSTKksyfbHH3+MRYsWoXbt2tJfSqZvl2hPTMkv+85JT04JMPPT6ylX8Qsl2XUDzpwFXp4MUGLalCtVJJIOwE4nJdeA3iOA+GSF7B45DSz7FWjfGtiyFRg1G5g3EYiLBcbPBdZsU8IBlaBz1wdAduX65ReiS/VprrfcyW6D5yiwoqSZeSkRV/cVnzeKJJxvFJogUu36poDrdreqdqyAIpBT2skYsPSicvVqFGZ/+il69eqJ8uXLYcw776Bpk6bo1LkzKCl1lYU55YawZJiEtHKRUqfnzaQTVbLcElCD0RmnT58VTZTmzZoisFgQnJwUSSXfq4zFmpnlwMpgpMoGq3KSuLTpWeq3fM8zZq4kh6Kyq+xwQcyAa9HRGPTSSyhfrjwaN2mE+fPmISExQfwc/PrLr5g562O8+OJAbPy//8OwN9/E4kVfgSSc7+tp06dj4sQPsGH9L6hQqbKMgVpCtPtt0aKFEMziQcVESnw7oqvaOZPUSj9Zb0aGEGN++zjGunXqIDg0FOs3bBBvzDNmzMCOHTuxZ+9e9OrZQyatlKQTOzWR/LI+fisCAwPkOyD4EBumLBzYJ9o6G2XF7eZxLrwylJJ6XThWiXubVV69fuo1EMxz1MufbrzeWfkzzRmCBb9JHDPj6TLlPC7jFXegwLqff5ZQT+07tNfIriCl/dMQuBUBaozwjytq4a26i2ou1XX5jIU264SSrXuKgI4kz86Y3zrA6OmNsJbdYOPzmJYias+PDJ8qXs8zU5MLVvgh+k9wc0Psge2IPbATLj5+2b4WDG7uiN3/O2IP7gRVuZ30RiReOCFS77bLt+LXfi2QfOmMnCfRL/5oc1jTU7Psnm/FOV/u8RPnAGYuAoL8gd5PAW5WxZFYegbQpLYipKHQhpE8aCaXSK1BrrXagIQrytz2jb7A0GnArOHAsXPAsvVZZJef6btfl82XEN2uU/ma7JKUUUJLqez+/ftFGtqoUSP5eKuSy+HDh8vEiRJXShEuXrwoISrouIPSX4ZWiIuLE5JHRxlMDB/BlW5+YFX1YZl46XTijZPlGLaBeWjvyo8/JaqUKDPRZtbHx+cWqTMnG5Tuvvzyy5KH/WT9LMu+MJHEchJCNWiSTlWay37nlGBz3AkJCRLig+XKly8vxJ5kmhIDkvvciS859pdSiubNm0ubPEY1apJ9NVFSzbY5USlUyUnho/N+UDgWw/dkP7B6wJwOzP0eCC+hOHyip7qyYcDsEYB3OFAxEHhhIuAwA9//H8CXRukQQDwhFsIH/5ZrrwO4qHvmlOKmPrf3R5Lb69FAQgpQnqozNmDzVuUF2rQO4O0jHlVw4gRw8iJQtzIQHJrDzviWxrSdgooAv4EkPb9v24ZLly/Le5gLa5UqVpTFxxtxcfDx9kZ0dLQQFpvVhvr160nooW1bNiPyyhV4e3mhRYvmQhiPHTsmGiokyqFhofJeZticnMnZ2ShaNHyXnTpxXMhZcEgIMkwmHDt+XN7JdHxEL8pp6emIjIxE+XLl8Eit2kKEzZYMrF79k8SSpZ+DuvXqQ1X/5TuQ79SS4eESQoheiIMCA/Hq0KF4behQ8Y9AjRwuiLZp1RI9e/XG77/vQKPHH8eQoa9h/4H9cPdwz36PczGW35qpkyejpOiYAQ5bJkymDJmEquPiWOiBmAuTlFaHhIaKFPxqVJRIlj08PWXBlO/6EsHBgtFPP63Brt27sW/vHilDHNesWQtThkkWN6tUrizvf5VUsw3/IkXEpObSpctgGKYrkVcQnxAv16tyZQar1iHdlIaff/4FqWmpCm6PPCLfDMZOvnzpMsLCw1C/Xj1ZpKUGEs1lmjVtKt82trV7126cO39O7oVyERFiNsNxqsfpuKtx48fh7uEh3qYPHjyE41nXsVXLlvL9le/U5cvYtXMXPDw95BozDNXNF7iKnLbVENAQuAUBOrJLU+yf+Bwx0cmUlfEM1ZR1nO8c1QGVTuckBNmcGKfmKlBbncEo47706wqUaNASCWeOCAOkVDsjIRaRv61E8frNkXTuOBz2TLgFFIeB0t55H0NPu12LGYlnj6PS02/A6OkOO+OIcxJUELQd7YDOAwgOAiZ/CRicgXOXAGcD0OYJYOd+4JPvgFapwJ7tgNUG1CUFyAQyMoF5q4B6VQBarJQIBOatVOa7j1aTT0Khfe3ma8ZDAkhVXar6UrpL9WKqCpPoknDyb+7cufj++++FlNIGlx6WSfZ++OEHmRSoas+chFy4cEEeaDp5osSYkzjuAs8AACAASURBVB1VLY4EkyvijEFIcjpr1iwsX75c7HsrVqwo9kwsw0TizQkdiauaGO+RdsR0FPXll1/KxI1SVa7as24mjoer5CTwtOPl5IE2tiToOcknbXA5Zk6GmNgeyTX7xfLqhEZOUniZtZJP+16SdpJyvvhob0w1ak4AmajqTYk0peCFKvEd70yJgEJkn+2oqGRkj9EGuLkAY4cAfVoqccboTp9CBm9fhZRxVat6OUDnDAzsr3g81jspq2XZ9RTWH97A1K+BDq9nLW7mfCvoFQz6vw188KVix0xp+HvzgW83AG9/BliswMXLwPgvgJWbgLFzgev8hmYJ2worbP+1cTm7ueKHH1birZGjsG/fH1i37mcMfuklkTKSyNIPwfbff8eevftEQsn3bWJSElb+8APGT5iAfX/sx+IlSzBlykcwmy2YPnMmnnrmWYmbe+niJThlSfxy48p3I1WMJ77/Ab5f8QNcXN2E3I54ayT++GO/SD279+olBHvTps145dWhOHHyBJz0Thg7dhwWfb1Y2mY83LVrfpLybIPv5cqVKuGTWbOEYPEYFzXVRcro69dRgwuFdpsQWmoLkWDzHVynTm0sXrQINWvUEDLLsleuXkVScjImTZksnoyXfP01bDbFA3LOMfHdbHR2wTdLl0lcXY7nyNGjaNO2nfiaoEbO5ClTsfqnNRg0eDA2/fYb4uLj5Vtx8uRJuLg4C+ZfL1mC337bhFdfHYI/9u/PHgO/S1ywfea55wWfzVs2o32Hjvhp7Vps2bIVQ157DSSdDHf03nsTsfDLL7Fr9x6MHDUa69dvwJJvluKZZ5/Dup/XybeD39eJ778vGC779jt8OGky0tJNWLlqFd5+5x3szboXnn7uOXABg2188OEHkv+zuXMwbvwE+VZu3rxFYgzzPli1ajXeHTderuPpM2fw+hvDsHXbNixdugybNm/OmnMqk/ec2Gm/NQQ0BP7jCDBMncGISz9/K6GV/KvUFjVtnd4gZPXq1nXwKVMZgTUfg91qgcPugFtgcUT0GoSEU4dRpuuzcNhs8AwOR/yJ/dg78XWx5dW73TQLzPcIpwM92gLDnwS27FUEER+9DhQvDnRtCbSsD2zeoAh+Jg8FAujixwpYUhVHVu0bAU7OwFtPASYzUMwfeK7TX2j25XtA/r6DN9na3+fN8xxUseLEQ01UN6aTqPfee09Ue+lsiV6MKZ0l0SUhbtWqFSZMmCDElmVJjCndpQR4/PjxQhop4X399deFSKuElQSTKSIiQjwWs16uulNdmM6vxo4dixdffFFW+Ulgy5QpcwvpZNtUj2Zekk9KUzlpUSdOrJuSXE50SKgHDhyIZ555BlxhJ0ElmVUT81CyTGLPEEOU2FKtmX1lfaw3ZyJO7Ovx48dlq0qSGaaJfe3bt6841KJEmRjQhrlQJQMQdQVYsFpxrU7PdAnJgMUMOBMqVTJrV4hu9thJ6gzA/CXA/pPAF/TjxSgpTspq2D8wscuussD9cAOOHgFWbQFcnRkCJNcIjMCa9cAfJ4FyVOdOB9ZtB17sCvTsCFRup6h9L14DVCkLjB4B9B8ErFoPvNAna6UwV5XabsFDgO+k1ORU+Pr5YOHCBSgbUU5is3bs1FnCmz377NNgyLNRI0eiZOkyWL9hvbzjfL19xHaU77revfvgcuRldOjQCdWqV5P3GdV058ydK4Ckp6bcIgFVUeLiHv/4nlPffewP36fc5zlfH1+MGP4/+Pj5YcCAAVi3di0uV6mMgwcPSn9Dw8Lx6Sez8d7E91G7Th34+/llS0JFTdfdHZcuXsDMj2ehb+/eUifJuxpSiO3x78qVSPj4+mLgoME4dfKE1KH2MzLyikic+W3wDwjEnDlzRdPmjddfy26Lefl9cDE6i4R78uQpiLoSiYTERFFFjo6OwcULF4WsPtH4ccGxQvnycHVxkRBN/Z8cgJkzpst34OOPZyKoeAkMyDLBqV2rVjZ+7Cu/FVwocNIpcYXHvzsWRQIC0b9fP5AA89tIleifVq+Cn38A9u3ZjdTUNERdu4ayZcrgy68WIS72Orp2646BA19En759cfb0aXTp2h2VKlWUxd1ZH3+M8hUr4tKFC+jdp48szEZeuQo3N3dZaGX5kydPISkxERM/+ABt27TB0KFDERN9DQOeeho/rlqFq1euILhECXwye7Y4ImvVpi0yqHqpJQ0BDQENgVwIUDJ748BOXD+wHVUHjkHswR2wWTJgs5gQd+wcorb9gkeGTULM3i1y3JKcACejUeIKhzXrjKTzJ3B62WcIrNVIYhR7lYzAhbVL4VE8XLxX0wlYvk+c02YAPTsDPXtkzXFpa0uBvg7o3gHo3i3H8SyzMm8voBdJLfdTgbKlgRkMv0xzOiqM5hezugdwAfI12SVZI6FVE8keJblU8eXHnLa5KrksV66cTIa4TwJJiW1wcLCswrM8pZxcmafjDkpN6XyKUk+xIQLERkslvqyX9raUxJL8clJFVeOvvvpK1N5IrFlOVUNm/STctMs9d+6cTDCo3sdE0qpO0AYPHpwtSaanZKo6sw4SXbUfUghASEgIPvvsM5EAk6zzj/2hsyr2PWciRiSwbEedlPE866SNMSXdlGJQSk6v0/868UGjDSfXB3J7EGblJEw0k+MDxfcGF+hZhg6nKeTmH+887vMczc04t7nXhXwdkJyqENyZ3wInziuS3C5NgDp0sM2HmG2qpJdd1AEOI7D4e2DvUeDHaYAbY7HHKn37TxBdo7LSN3850LwucPQcwPe8UV1fcgEuXwK+2wA800EJRk7P1fTgd+QMYPoOePwR/H97VwFmVdGG3+3uZYPepbsbAaVDWlql4VdUUBGQMMDAQJGwKAWlpaVDSRUFQZB0qQ1qu/fuvf/zfnfPelh3l9pmhme5954zZ87MO3PmzDtfwdsHuHAVaF7H3PelfYHQcJ0Xax3uDz32VAH5ggAJJVWK69eti6O//44xY14QMsUNNG7GxcbEyie93dOmk8dof0pySPJEaeHyFStgbW0DL08Pmac4R5MYMtGul3MXk4OTs9iVyg8+jtbW6aRWy8NPbV5lOYGBAUJ0aQfq6OAgasHnz10QSe3YseNEiskJoEyZ0oiLiUExvTd7Rydcu3IZo0aPRtmyZTB69CiZLzk3p6QtfEhQeT8XxnrgVMJwFXeE2jGhbZvWaLJvr9gWM4+tjbWQ5+ef+196/bU20UsyfTe4e7jjwIGDoHRzxIjhshlACTHryncaJdpsX3xCgvldRhtpWMhmKlXGmby8vREZGXXH5iuPa1ixL6jmrL2vaMdL9W2qRRN/Dy8vJCXEoX7DRtKujZs2pYf2Y4QBSpNXrFwp/Ufy7ObuBltbO9SsVQv7f/4Zkya/LpJ6msxQJPvss8/g6WeelQgClJxPnTJZJLjUhtq1exf27t0jbaCDr4S4eAl31K1b13QJOkk7nYPdMWFrwKlPhYBC4NFFgO8Ihku7FYb4sGv4c+40xIVclu9Bm76DU4mySAy/LmGVYoMvIT7sKoI2L0PF/jQvtJDd/EvbVopH6vjr1+DoVwJVB7+Co++PRcyV8/K7UJBdbQTotNXlkLaGJvHVO5rSjnMtph3nMa7PH5HIHgWa7JLUZSR2JJWanS07lyrG+sQXvLaA4nF93oxET+8pVJOGamVpZFX7zU+qKvMvq8SddHpP1idKXLWk2Qxrv2mLm12iGrTewRQXW/rf2rUksfzLKnHRlKPJGggLM3tx69YyzQ+JRmg4olKBPfuAqoGAH2PIcn3mDOzabbaZrRAIxEWbJaqxCUCfNkB5QpHxwb3XSicDlcsCPy8GjJbAm3PMasz16wI7twOBxYFylEpamCW79FZnawMcPAC8+hHQvyPw2UrAwxEY1AkglPRMx3yplPRqE8W91qcw5CPZB7Buj1mFpecTwIsfphFdnrA0q7cs2gAM6QqE3DDHcuNxbw8g6Txw4BjQsLp57qRauMBkBLhOLQymL4WhmwpKHUlyTLDAaxMn4sKFi3hp7Fi0eeIJdOzcOVMfAiTH5msgJiCfzvoY5cqXB+1r7aguZkzFylWr0nwVmCcPzt28buOG9fApVgyNmzYTksi5zcHBDnb29kJ8BRMLC9Fa0QidRjx5Pckdf/P+tLmd/dlsJMbHi/ovQ1WQWFOay0SNnvNnz+DFseOEXNLelg6oaJvs7OSEa9eCxaGSlaWl+Fpo1bJlliSMZickcHyvWNnYiudmZ0dHaZNgkSah5n1ZRz8/f/j7+YkaN5+dCRNewyuvjoetna3EXDf7cjDbMLNd0tY0p0/8TRLMp5if3AjNLjE//5iYlxsILE9MbOjsJc05FFUB+Z6h4y8mlh0QGIhPP/lEbJtZb/YfyfqESZPwxx/H8Npr49GkUWO0bddOpMWly5QVJ49HDh3E5198iaHDR+DFMc8LLjOmT0ftmjWRlJwsYZt4j9179pjrYWkFCzrPSkzM9n0mFVP/KQQUAo8eAowTnpyE4i06okTLzuB8FbTlOwmhFNj1adi6eaAkj1ta4tK21Ti/6gtUeGqU2Ola2dgh7MhuxFw6h/K9hiP2WhBCD+7AsVkTJZyTe/nqSE2b9x49YIt+izMqLRb9FqsWPhwCXJU5AVPmA6PfTZPiamTQAkgyAO8sBIbPAC6FmiXAybbAig1Ar9fMXt9IfGd9BwSFAFExwJtfAaHX06TFD1M7E2DJINrtgYEdzYTr1AXg3JU0wppiNsyf+YKZkNGJFe0ZKpcBHK0BZzoQZVuSgTJ+wDvPmZ1UiYT6YepVEK+lPXIisGEfsOsXYPxs4NhZYP7KNIm7ExB6Fdh+GPh8DTB/DbDjiDkc08dLzZsCX88HNv4MHNoP+HgACVwf25q9XYv6OGcX8/q6ICKg6nQfCJAAJScl4uzZc2IuQk2S1WtWi9oqiRPJJU0mzKTTQkjSzVu3hOBSBXfBgoWIj48T/wSvjX9VbE5JvkietETyZWtvL6F+3p4xAxHht/HniT9FQ8W7mK84R6KpCB30MTQbySVJKAmZRl5ZVpLEw00RjZa9e/di186dSElNxQ/r1mPy5NcRExsrZI9q0UGXLmH4iJEIKFMGUydPFqJ1+9YtiWFJR0yrVq/GjbBQsQdmTPZWrVrCkLYgYv31bb548R+M/t9zojodGR6ORYuW4LHHmosUlA4M9YRUiKeFhXjq37xlC+iUKrB8BQm5c+TIL3IfXvNv+UBsXBwSEuIFs8REM1lne0lYUzI49tLqxnsSHxJILfFa5n+8VStcuXoV+/buRVxCAr6YPx/z5nyGlJRkGNLIM2PvUsvo6wULkJicLIR/zJjnwSgHIcEheKp3L7Rr10F8QZw4eVKI8vLvvxdV63r1G2D6229Ju93dPVCzRnV8MusTJCQlCyl+9ZWXpW+elLG0BlcuBeH4sWPYum0bkkSNWS1PtD5TnwoBhUBGBBgqyAifOk1RY/RUCTdEW1wtFavV2Hzczl48TRuNqeKduULf/4mzKsbbLd9rmMTcLddziIRqokNBlYomAgVasls0IS/krXI0S23/PA+U8ssg9HQEliwDTv1jJj/0DkdPvrT53HMYqFAasKZ2WoKZjAZWBIyxQKcXgdBrgD+lwGaBwoOBRAmyEahi1iAXFQ1fb6A6NbdJugxAiRJAiQCzFLlcAFCOTkm1xHmS0uVkwM0VeJxCHK4RKUDRCL2Wt7B/pgJ0wPX+C8CteODocfNGROuGQMQNgGvNEr7At9OByGRg0Urg/BWgVlWgbAlg60EgKhZISDRL7zs2B5ZtATauBEJuAs92TQtRxP4satgV9r5/gPqTlDq7uOKll17EvPmfC/mrXLmShL+haYiNrS0qVqwgpiQMc9O2TRvxZkzNm09mzcILL76Ifv0GCHlr166tkOBSJUuKrwVTmjqwEGWjEa+9+iqmvvEGBj39NJydnTB1ylSRtA4aMABvvv0WaN5C54SMP+vg6CDaLjRNYTkkeTzn6eGBipUrY8rkyZj2xhvw9i4GLnbGPP+8SGxJAhmS6NSp0+L8iaRv5KjR4rXZ399fiO/o0aNx4+ZNDB4yFJFRkZg2darE002IjxepMdWCaebi5OQo9+7Xty+iY2JAx1mUGFevUV18Q3Dyob1qg/r10b1bNyGfrKchJUmO0bymWdOmUvcunTuDHqmrVa0mdrvUyuF9mjZtKo6k3n9/pkhYAwLKimSWbS5ZsgQcHcwSZHYty+bmBOtGzSZKiMsFBuryl4SlpQUaN20isYNnfvghbKxtxHPzuHEvidQ1Li5e2kSNp3dnTBcnU3379hPVdNalRq3aGD5sqDjY+nHrNpQsURwjhg9DcnIKqlSuhOUrlmP37j3S1qcHDcRjLVuIne/UaW+gb79+SE01oGrlKqhWtQqaNmksnrpHjBoNe1tbNG7YQGyGTcZ/F64PMGTVJQoBhUBRRSBNU4Xk1ql4WbiWrYSU+FiZs9hkzh1OxUvDtWxFs7dqk0lCMHlVqy/rkdQk2s5ZoPhjHcXZFX+nJiYolbSiOl7Y2ya+GVUq1AjQWzMXioyreLdEz8x///23qPdRsnHXFPYeEPy6mSzaA+E3gdfnmp0V/fwH8MNHaWETzaZkwlWp4jzkDeC9F4CG9YCUBMCQDHR/xezYqFcHMxEKCQPe/ZKqcsCsV83qw2JDYOUAlNsIuLbJvnqnqgHxp802wlnk5DpanLzmxChnG+3LAFVPAFZme7lMbxv/B3CuDWCIyDuix7p59QQC12ZapfSDYR8BwePN/UkSSttrOyD0H+DbH4EJI4GTp4Af9gCThgC29JtmA+zbA1wKAQYPBK6eN3tcTjEAnZsD/ejvzATM/x449CdAleiendJstmVcWACl5wPFRqdXI9MvF3sA4euz7c9Mr3vQg6ybXXGg2knAyvNBSymQ190OC0bolX/g5Vscnj7FhejlREUpxaXEkeSXPgE4h1CySDVdfeJvSiX5STVkSl55HX+7OLvAaDLeIenUX8t7UBpJEk3TEBJH3o/H+clyeJwkUC8t1Zdh/k4nTbbiJZrlMT/NYlhf7bXHeVNT59XKYh2Zl3/MR0kyySOJo6j9/vdGcoR5eC0dW7Fc5udvHl+zdq2QSUqLeU67v6gm80VsYSHHmZ+J57U8/M0ykilxTTFI2yXTQ/5HVT8baytxSkV8iDP/SFjNE4T5BsRB6z9ew7BHUjfa3CaaY+hq/cR8/M5Prf9pvkNs2Qbeh56i2V7iw0+WxU/ixvZzvOgxerhm0rEYcCPkCiJv3UD5anXg6JLN3P1wN8uRq2/fCEXopQvpuORIoQ9YCPumRGBFeBbze8AS7v+yeIMJk47fRlCsAXZW+btTmmI0IdDZBjNqecLROu/qsuFaPJYGxUg81f+EArx/SB/4Ci6baKL0chU3NC9mduL6wIXdx4UFbQxUdbPF1BoecMjL8RjyGhDyoRm1vBt6mfcSB0LgIsBzSObnC8FRJdktBJ10tyoylBIXF/dCdhl+iN6q9+3bJwvVu5Wdft4SYAzzbzcD5UoCLeuaA1MzhpeorDKjCbC1BzgfcILUknBqo9kOVv/MGpOBgBIAVY1/OwW0bJDzUsAcI7paY4raJyWvyYC/HzDhObMk28UxTX2bncUN0DigVZM0SW0UUKoEsIhzMPuYwhfmAfDcs8BzlNxzrfyv1mRRQ+yRbg9Ji0aKuBAmKdHUmElU+FtLJMP8TYJIoqP5LDCkGmQhz/wsg3/6RELEc8zPcyS4TDyulaNdR5LExE/t3ryWSbu33vkf50l9YnnMzzboE9up1YOkjEmrhz6fvg28hvfU/EywjiyDUm96WGa8WWtrKyQl/SuxZB6tDJbL3xoB5G/tHMu2tbEVCayW5872si/uxFG7luVkhU9KiindOSLLZV8xr8ThTOvL//Sfwdx/zKcfC6yjtiHBz/T+TsvP+rJO2nHej9do9dNw5nGVFAIKAYXAo4zA0dTu+NvgBksLesvQr5zzFhXOxpyTW5pqo1Te3jpH73bnGz5Hi1aF3Q8CXFDwLzw8XOyZ6ExLe/lTknH+/HlZWGjOphg/mMe5eGOoDW2xxsUVQxBxEaLlZT3ofZOxfRnXl06zuFC5r0QbzyTgxAXg6nVgywGz994v1wIvjEojPFxHGu8kunIPkzjQk69yVxNw+SJQJgB45S1gyABg329Ay4b3VaN7y6zWTfeGE9ecaW7rPV0BOh4TNXTix07T1Mv5nWrdmXnh1rz83dsdVa5CiICeoGSsvka+eFz/PbPfWR3Tysx4/d2O6wmS/trs6ssy73ZeX5ZWB/1nxvOZlUev1H379pF5NzPCrC+D1/NPS/pzGjHkuazyaNfxU39tVvl5XF+uVrY+f8aytHtkdq12Tn9v7VhW5fB4dmXpr1ffFQIKAYXAo4DAaWMjLE+uC7qGtLzf9XoOAsS3UarJhNKp1ors5iCuj2xRQUFBEgtY2x2n1+cPP/xQSOyECROEqDKsB2MUMizSsGHDRE2M4YsYL9Hb21tCKn300Ueg9JYqYYyvy3x0rMI4w5Q43Lx5U9Tz7pvsGgAba+DziWah3U9HzE6qBncDLp8DoqPNcVb5TFIgEBljVk/WNqT4wNDGM5lEyQr44gdzLNtSvsDVG8BwRpgikfp3nffIjoV8bbgJkIgm7It/BVD5WiV1c4VATiGgzXsZydzDlM8yMytPO07iRydP3IjMLN+93PtB6q1dw/J5X+33g9bhXuqp8igEFAIKAYXAwyNghwTYI16WxXcaCT182fdTgpBduYA2bYU35SeGhRe1XKg51bsovR05ciTWr18vktjNmzfjxx9/BInwunXrJBbw1KlTRfpLqW7btm0xZcqUdBspqib/9NNPcv37778vMXkvXbqEBQsWSIgmqjt37txZpMEPuuCxcwDcnM1ejaeNAFxcgNgYYM1uqvmZCZKnm9neM7BkmkqrEbCxAiY8C9Sl8ygj8PpQwNcTuBkBvDUKaEZzY7O2Yi6gq4q8LwSoiaqI7n1BpjI/mghw3qZNq0YkM0NB07rRSzupPn1PPhPSCmQZWjmZ3SOzYyzfWuLVmmMV38/9MitPHVMIKAQUAgqBvEPAQgL+UY25YPzlXctz/k6K7OY8pg9UItXb6D2zWrVqsnCid1GS35CQEAnX8dRTT2HmzJmgp1A6/qATD19fX7kXF1q0S6P6shYHmHGCmffMmTMICwtDnTp1JC89fz4o0ZUCSIKSAF8foHc3M3G1swXqVTaH8yFJcnEG+vRMi7FLAmsye/5l/grlzNeTJL86Bpg+CWjWOE1NVkl1H2jsqIsUAgqB7BEgKbW0ssTnX3yB1avXSIij7Ahq9qWZz5Lk0tnfsOEjRLtGI6MksjGxMeJRmg4BV61ajenvvIPg4GBMnzEDwSEhkv/goUMSauhu97Kzd8CcOXMxd958sXm9l3ozhBOdYnV68kl8+NHHYFigHr16iVdshoRSxPduqKvzCgGFgEJAIVBUEFA2uwWkJ7lQIrGNiIiQGlHduFatWkJ8S5cuLdJZqiufPHlSVJZp30u1OCaSV5Jl2vnu2LFDjjEvy6L6nKurqyzKeIKLL72EQTLf73+a3Was+cLSfmZHUwxlI2rIJK2aTSfzaiktv+hlkDRHaSfUp0JAIaAQ+BcBzmn0O2Bp/a/H+MT4OJm7SDKtbe3SM/M4k72jU/ox+WJMFY/O/E4PwXTLPnzYMJlTkxMT5Zi+/ASqqHDj0MnskIrXGQ0psrkoG4q64+YbmRAZFYUjv/wiZdnY2cPGDkhKiIezk7OEL3Jxc8d33y/H73/8jvGvvILJr78ORycnLFy4ENu370DLVo+LN3SDxAY2O/Kyc3BESpLZyzHva2llJaYoNrZ24DlJJiPi4+LkvlY2ttCw4Sao2f085L7t27XDuJdfwfS334ZPMR98MHOmSKKJn4ZhakqyaPtww9TC6t8lAduuxycpPg6pad6rzZVQ/ysEcgeBZJMFEk00D9AvIHLnXtmVmmICWBeVFAIKgcKNwL9vtsLdjkJfey5q+PfOO+9I7Ena19I2lyR269atoq5MAuzn54c2bdrIAkxzdkLiS2kvj1OVedSoUUJ0O3bsiOrVq2Pw4MGYNGkSxo4dK4smLogeSrqbAW1bhq9hUpLZNCDUh0JAIfAwCJCcUitl8ZIlMgfWqVMXT/XuBQdHR1wKCsLXCxYIka1btx4GDRwA+jNYt349QsPCcO3qNZGA9u7dC/Xr1RMCe/DgIYSEhohEk96AH3/8CZw7ewZfff21eDGuVasmBg8eIvEZ1//wA/b9tE/KGDJkCKgNk5KcjLVrVmP//gPSLB8fH7w8dqwQcs7VK1asxPkLF+Dn54txY8cKeVy9Zi06deokWji8JzcfDxw4iAoVymPLli04duw4Fi9ehIR4mqS0QdmyAYiPj5O2kaSWLVs2fUOT14dHROC18eNhMKSge/fuaNGyJU4cP47jf/6JJ7t0kTjI+3/ej9sR4bIpcOLECVjR07SNLTZt3sxdUaxfvwFDhg3Dsm+/xdHff5d3zqhRI1GpUmX8cuQw/jp1CmfOnEX58uXFezRNX4gtNY769ukj7c3o0Oph+lldqxDIiABVNqvap8LDaIBNXoZ6yVgRWvMYTfC3t4BSgcwEHHVIIVCIEFBkt4B0FokrpbC0w/X09ETLli3TVZI//fRT7N+/X3bxO3ToIAsOOqIi8WUiuaW0ll6WGVZo+/bt4oyKeZkaNGiAWbNm4dSpUxg4cKB4eRYJgJzNgf8Uyc0BEFURCgGFABGgiu21a9fw2oSJMg9WqVIF8+bNg7+fL6rXqIEpU6ehevVqaNb8MWzauBE3rl/HgAH98fHHs+DtXQyDhwzGpo0bMHfePHz1xZdwdHbGJ7M/Fb8FFy5cQEDZAPnO8klyK1WqhFWr18DPz1883C9duhTDR4xA+O1bmDZtGiZPmSJS1G+/XSr3IRGfPGUqvLy80KxZG4NP/AAAIABJREFUU3H6R+lu+w4dsWTxYkRERGLsSy9i1iefoGrlytIeSqPpEf/jWZ/g/fffBbV1Ll++gsDAcvjgg5niUHDCxIk4tHsXvvjyK/Ts0eOOwZBqTMXu3bsx+n+j5T0wZepUMWu5dvUqFixchDatW8PDyxt7f9qHU6f/xsvjxsLD3V1MXUhc/f38xNt/QLlyWLZ0KX5Yt068+F+/HoZp097AOzNmCGkeM+ZFzJz5Hnx9fDD+tQlo8dhjaNioMb768ksh7f379ZN3TU5ult7RUPXjrgiI1oOdnYwrxqtOTEhMl7gzrrSNtY3EsU5ISJS+ogq/I6X2FhaIT0hIj3nM54wb5QWtL20sjGhrGYYEq3jZcLorILmYwQQj7C0dYWPBOOxquZyLUKuiFQK5ioB6enMV3nsvnGSVasytWrVC1apV77iwRIkS6Nev3x3H6tatm/6bixkteXh4/Ccvz9WsWVP+tHzqUyGgEFAIFFQEOB9euXoVDg72CAgoi++WLYWruwe+mD9ffBj06tUTzs5O8C/uL3a4nTp1hJ29vUh5OVc2qFcXvfv2M5ttmIwIDg7B22+9hc/mzBHStvXHrUIWps94RyBo2aKlLPxHjh6F6tWqw9nJEdZWPrh9O1wI7IzpM/D9d98JKf3rr79QtkwZBF36B00aNxJiOHXKZJSvWAnlAsripbHj0KVLZxQr5g1rGxshEyQUtOV1dnZBcf/iqF27trSPm5qnTp7E9jTzkwP7D6Bzp07ib0EfEzjVkApq6kycOEnqy82ADRs2oHmzZmKmQiLDRNVvhqxr1KgRypQpgyZNGolTwiOHDyM11SCS7vfefRc1a9aAu4c7nJwcsXjJNyJpdnF1QaPGjTDm+TEwmYyY8e67YnFStmwZLFq4QKTqyclJFBCrlE8IcBw5OznhQtAlnDl7Du7ubqhfpzasLCxkPP8TdAlnz1+Ep6c7GtarK5oBfJb27j8o47tJw/qwt7NDQmIizl/8B6VKloCdrW2BIrwcydaGRNikkOwycHv+JZPRCJtUtUzOvx5Qd1YI5AwC6inOGRwfuhQ6lmKYIDe3wu3e+6GBUAUoBBQCjzQC1HIhUSM53bxlM957fya6deuK5/73HCIiI0T6unfvPpB4UWI6dOhQkVpxkexTzFuwK1e+PKpXrYpDhw/j9u3bIr2lTwP6OeAfvdSXLl1K8ibExaJUmTIIv3VLpLKMYb5i5UoYU42oV68uHmveHEnJyZg3f56oMZcvV06cTJUrV07CpRUvXly0amAyCjH39SVJvp2pVIqclGrAJLIpyWb38yS8K1atwt49u3Ho0CGMGzdW6qWXuFlYWqJ8+XJiQ0wb3lo1a+LAgUMwGc3MUyO7JNT8zti+xJHSPSbejwQ2LDREiA3J/+pVq2FINQhhr1WnDs7+fRrcWI2Li4OnlyfemTEd69atx5NPdkWrli1F2l2vTm2aNRcociQNfET+o1bBlWvB+Gj2PLg4OyE8MgqXLl/FoL69cfLU35j9+Vfw9vbE1avBCH8qEj2e7ITtO/dg2co1SEpKRnh4BAY/3R9bd+7G+YtBGDnkaRkv+rFWEKA0WliCf+BfPiaa6xplyycfK6FurRBQCDw0AorsPjSEOVMAPSsz7JBKCgGFgELgUUeAhKtzp47o3qMH/jp5ArNmfYLPPvsMVapUFhvaOXPn/guRyYiQ4GAhkXSgxGRKTUWP7t3x5ddfw9bGRux97R0ckWowCAl1dHXFhYsXJC8dUpHwUvLp6uKCQYMGomOnzv+WD2DihNfw++/H8MHM91GnXj1QnZek1QIWuHHjhkjNuDAPCQmV0HDctMyOQJBwa96bAwMD0KhhA7z33vtiytKwQQNRP9VXgGWxbM1h1Llz5+Hq6gInZydpD6VzTDdu3BRia5EJSTAaTSLVNsGEkSNHoNXjT+hvgVN/nQQlyCSzJMuPt2qFDh074cKF85j96WxRm16yeBFcnJ3TbYnvKED9yFUEuIlBleSVa9ehmLcXvvlyDpavXocvFy1B61YtsHPvPlSqUB6zP3wXi75ZhoVLv8cTLZvj19//wOBB/UWVednK1WjYoC7+On0Gvbo9KVJiSnlVUggoBBQCRRkBRXaLcu+qtikEFAKPJAKapK8wNp7S2stXrmDipEno2L6DkEseo/ZLt27dsH3HTrwxbZrY827ftg23w8NBNeKY2FiRZrLNJL2PPdYcz7/wgtjW0hcCPehFx8SIM78B/ftj165dmDN7NqpWr45vliyR/PRpMHPmhzAYUmFpAXz19QLxc1CsmA+8vDyRkpoq1+zavRtt27QRwvtPUJDY4nbu0gWLFi4Ux1EVypfHzVu35TydB8bGkkynirOn1FSzfwWGljtx8gRqVKsuZX308Sy8OW0aPD29/kMmExLisWnTZjRq2BDJhhQcPnIE099+S/w2UIpMj8/lK1bAjp07xR7Y0tJC2qqpQsfHx4tE3Ne/OLp06YIpU6Zh4oRYUGK8cNFCDB0yVKTEsbExog5769ZtjBkzBk+0fgKNGjWGtY01ShQvLhsH2ZH4wjjeCkudiTvHUv+nesLRwRFbtu/C9t17EVCmDNxcXTCgT29YW1th04/bsPun/ahTqwbcXFzh5+uDQ7/8Chsra5QPKIuDh3+VjZJmjRsiMjpKNkeMSje9sAwDVU+FgNkbrIUlbByd0zdA6T0/Jd4c8kQ7Tm2elLhYmAwpsGBsd2c30eRIjo2G0ZAs11rZ2sOQGC8ODIsytIrsFuXeVW1TCCgEHkkEqOrKRElmYdPCo/ptucBAjBg+AitXrsTBw4fEO/DYF1+Cq5srPvpgptjeLvlmCZwcnfDGtKli/tGvbx8hevRWTGLJkGtvvvGGSEnpzI/hfDq0bw9PD0+Ur1BB1HQ/mzMXv/1+VDwkkwDT5tXKyhKrV68W/OhNmZ6PoyIjcOXqFcydOwclS5TE7E8/EZVQeod+9ZVXhEjSORWdXY1/9RUhJayPt7c36tapg2I+xcTxYJ+nesPDw13qsWvXbuzauRM1qlYVz8uMjU5ngoyRS0mzltgeemuuVrUatm7fJn06+fVJaNK4sTjAn/jaa1i9Zg3OXziP4cOGwt3dQ8hyzx7dUaN6dfHeTOKfnJwChjh66aWxgNGEVWyjBUQC3q5dO+z/+WdQIkwbT18/P4x5YQyWLfsOv/12VOo3acIEwYf9U1iSqFwbjTCKFJ5RmfLXBjQncKPzMHrZXrxsOUJCw1Cvdi0ZbyS1UVFR2PvTAYRHRIqUNyo6Gp07tMOcz78Wr+T92vXAlh070apZU3wwew4c7B3QtVN7kRirTYyc6B1VhkIg9xGwsLQSk5bL29cg5sp5IaoOPiVQslUXWDs648qOtYgKOgM7Nw+Ubtsbtm4eSImLwcVls5GakICAJwfCzqMYEiNuIuL0XnjVaAhrB0fQRr2oJguTmuGKat/mTLvC3gOCXzeHFcqLcHM0QbNyAMptBFzbZN+GU9WA+NPIs7gAnAfsywBVTwBWrlnXLf4P4FwbwBCRd0SDdfPqCQSuzbpePBP2ERA8Pm/7kyvO0vOBYqOzr9vFHkD4+rztT7viQLWTgBW9bRadFBMVjstnT8HRxQ0lypaX8DqFLTYYnVPB8t/9WMavJWmxtbMDY8tqiSSW5JZxdrV4tZpkW4uZyxi6nFocnV0AYyoS4uPFoZWmFsyy/o3Xy1i22mRnQkJcnDiXsrV30G6ZFmfNQgg04+vqE+vJ1yrrk5yYIJJSxq/ld5bBT543x8w1wZBiwMaNG/Ddd9/j8/nzRBJNL7laYl7G5tXbL5pSDUJwmIfxcbXYuuZrzHVm27U4webrLaQtco0+ZrDJaMbDzk52+okDJQL29nfG3WW9qX6tYavVryB/sq7c8Am98g+SEuNRsWYD2KTHyiuYNb99IxShly7IGMmINccCx7GNtbVIcyOjojHyhXHo07MHnuzUXqS0lPJeDQ7Ba1PexNP9+6DN461ENZ3q/EtXrJaNGZLk6zdvySK5ScMGeKpnV8TFxf8HEN6vRGBFeBYzR374T4ZcOEBzgounjiMxPrZAOKiyd3JGYNVasNLFoM6FZt9R5Ppr8VgaFCPO4Khhkl+JY41uAV6p4obmxe6c53KzTvEGEyYdv42gWAPs8jn8VIrRhKputphawwMOeViXlZdjsfJynLyJMo4BKzsHRJz9E+eWz4db+WpCVO3cPOHftC0ub1uNkAPbUKJlR4Qd2QuS4Fpj3sS1vRsRcnAn+O5wr1Ad1UdNxrnv5yE5JgIV+z9vtt3PhOxyDKSagJcru+Exn7wbAzk9vv5dSeR0yao8hYBCQCGgEMgXBByd3SS+KolXclIiSMg0Z0b5UqEHuKnmXOmOSy0szPaxOjKondekoXqCoB3jap9rRv1vUfFNStIuT/8kuc2YSKbTr81w0mD4VwqrP6Xl57Va0o7xN0klw7+Q5DKs0Yjhw+Dj64eE+Dvvz/aQnGeVEhISMj2l3Suz67Vz+gvvxMMinUzr8+ix1R8vqN8pqWaM5IS4GLh4eKbbSRfU+mZXL9rrcsPq8wVLRJPh1RefQ0xsnJDf5JRkfP71Yvj6FsOwpwdIMbQJpzo+N4i4SUFPzb/9fhxDnxmAGR98jKkTXsGFC0H4cedu9O7xZIF0VJUdHkX5nAkWMFhYSd9mJDp52W4huyQ76Zt/eXl3da+sELCwtkbi7euwc/eGf5M2QnZdAyohOToScaFXUL73cJTr2RteNRrj+KevI+byeUReOI3Ark+L5Pfcivm4eewQoq9cQKX+z8HK1g6pSUXbdl+R3axGkzquEFAIKAQKKQL0yuvk6o7b14MRGxUJT19/WTgV0uYUyWpTakYJbreuT+LJLp3h4uKCxISsSW2RBCEXG0ViTgl1TNRtIXyu7l5io5yLt8zVoqle7ujoiNo1q+PTeV+KNkNISBi8vbzQsnlTHPn1KJauWIXIyCicu3ARXp5eqFu7ptkrd1IS1qzfhEb166JcYFmULV0aXy9eKirrjzVtrIhurvbc/RdexioRrWyjRKqa32SX5tzFLOwA8E+lfEfA7A4fMVf/wT+bvkVS5E0kRd1GsVpNREJbbcREMUdJvJ2IuJDLsLS2hpN/abiVq4qgTUtBFWivavVx68/DcPIvBa8aVZEUkQhjSjJMRm7M5qMqQS6Cq8huLoKrilYIKAQUAvmFQDH/kogOv4mIm2FwcHSCg7PLf7z85lfd1H3/RYBqyCRmlACTAKuUAwhQkm9hgejw24i4eV02ftw8zWGpcqD0fCuCjsZaNW8mXsCP/XlSJLkjBg+Cl4cH2j7RSkJxMQRRucAACTtE7+KG1FSR0tesXg21qleDpYUlhj87EBu2bIOHuxs6tWuD+LQQVfnWMHXjOxAoi1i44iqotG7WSbnjdJ7+YB38LVwA8C/vEi2zqEKdFl0t726c4U5ShwzH8vtnamI83MtXQ5O3F6JU626IufYPDk54Gu6VaqJEiy5iqhN+6ijOfj8HAZ0Hws7LB8WbtRNpMOdFn/qPibozpcL7Xx4KW1cPVB70gkh9GcmgKCZFdotir6o2KQQUAo88ArQZ9SsdiGsXzyD0ahB8S5WBoxO9MZrjpJp5lSJX+T1QKLFT6eER4CKOSXOyFRVxCzdDroi9tU+J0rCytnn4mxSAEhgq6PEWzdG+zeOyOUJb27j4eCH37Vq3QpcObcVGPzYuTpySERYXJye0ebyFxNolYfb38wPVoOm1nJ7C1RgsAB2rqwLVhhNBNeaCQXbzQ43ZxtISNlb8y2dJo4UJ1vkpXteNC/lqMomminvFGrB1dkVKfBzsPX3gWMwfSRG3YONkj2t7t+LE52+jdJueKNuxH5KjImFlZ4+qQ8eLX4ZTC2fCNaAyLm9fLarQhoRYBG1ahirPviyOrDLesij8VmS3KPSiaoNCQCGgEMgEAS+f4khJTsL1q5cQeuki3L194eTiBhtbO1hZW9/h9CiTy9UhhUChQYCeROncyJCcjOjI24i8eV0Irn/ZcnD18Co07biXipLc6v1JaURfiK+ugDT+D4YWio8323YzLz1qR0RG6XIWnq/UfmBcaap0U+OSDt5I7HmcNvDOTjxugcSERHBjgO11sLeHnb0dUpJTZGOAeZ0cHWFINciGQOFp/aNRUxsY8YR9DCKQnO9Ek/HJvezsYQ23AqHiy3BxdKx46ut3YWlrh0ZvfIRbJ04hIfwGXEqVw81jv+H0klmo8sw4BHbtA0OCAcboSHFMRYlw+IVTYsNb+emXcHnrclR4agSig84i+OctgNEoz0tR1DBSZPfRmDtUKxUCCoFHEQELwK9UAOwcHITw3gy+gkg7e/ltbWNrtmFUqrOP4sgocm2mdNKQkoKkhDghvdzU8SlZFq7uRcvTepHruPtskKOjA86cu4BVP6xHSrIBNapVQe/uT8pcdi04GN8uXy1q253bt0XjBvWQnJKCnw8fwc7d+9Cgbh20bd1KCPHmrTvgU8wbVO/m2CmKC/z7hLbAZLe0MKGq4TqSkguGR24HOzdYoXiBwIebepTSlu7QByfmvIkD40ch/mYI/Bq0Ervc/S/3Q2zIJdz84wBCD++ErbMbAro+DeeSAUiOjkDQluXwb9oOzqUC4V29If78bCos7ewR2O0Z8etRVJ8DRXYLxPBVlVAIKAQUArmHgIe3HxydXBEdfkukXonx8Vl6F869WqiSFQK5hwAlePRY7OjiCldPb7h7FhOP5Ll3R1VyXiNga2uDq9dCMHv+V6haqaI421ry3Qq4ODuhVYvmmDXnc/j5+qJWjWpYtOx7uLm5wsvTA99+txJtH2+JVes2oGzpUvDy9sTxEyfRrUunIivJyuu+yen7GWCJFFjKv5wu+37Ko6GPTZ7Ft7y3mhkS4uBRqRZqj50hXpb9XdzgW7+lqL1XGzEBhoR4GOJjpDAre0dzDN1Ug0QfLNP+KSG+xpQUVOg7Gm5/7Ie1owt86jaHIfHOSAD3VpvCkUuR3cLRT6qWCgGFgELgoRBgXNdiJUrDy78kjMZUpCQlQZxRaLqOD1W6ulghkL8IWFpZiX2utY2NeBzN39qou+cGAtzMuB0egQrlAjBiyNMoXaoELlwMwoFffkWVypXg7Owstsguri7Y+/NBnL9wEZYVykts4TGjhmPH7n0IDgvFL0f/QLmAANStVRORUYVTnTs38FVlFhYELJCamCCSXI9KtcXrPFWU6c3Lt0GrO+Y/eqTnOWNyMqzsHeBRuZZ4XjYmJcLayQWl2/aW60mgi3LIBkV2C8vYVvVUCCgEFAI5gAAXjPyzLiIOe3IAElWEQkAhUAgQSExMQpVKFUR1mZL8a8GhuHTlKqpWNkt5Z749VUIwrVq3SVSZWzRvKoFUfH18MPLFl0XKywV9cEgoBr38onhAt7W1NcfuLgTt11eR4eWIAZPek7s2v5uPG6BZqTDusj6vWROCXuCVgzwBphD+x9i4GePjCmnNrC0cKybTv/kZmi3VgJS46MxyF7ljjFKukkJAIaAQUAgoBBQCCgGFgEKgQCNA+1pSvJSUZLz38Wwhev1690BKikEccdFxVf06teDrUwx7fz4gcYifHzUMtWtUx/Chz4hjLsYq/nb5Sgx7fiw2b90Oe3v7At3mjJWjI664uDiEhl1HRESkaDSQvNrYWIvzsbDr5uPc0ORxKytLhIdH4Nat2/Kbx8h9YmPjlSfujOCq30USASXZLZLdqhqlEFAIKAQUAgoBhYBCoOggQOc5lMSmGFLw5rsfIjg0DJ+8Px0uzs7yPSo6GtUqV0LzJo3x5aJvsGHzVnRs2xrlAsqiZrUq+O2P47gWHILqVavg7LkL6N65I/b8vB9VKldE+YAAJCUnF3iw2P4z587ji4VLhNjSy3b/Pr3QqV1rIb7zvlqEfy5fRqohFSOHPIMWzZrg2ImT+Piz+aC37hdGD0f7Nk9Iu4/8ehSDB/UXz9SUDhfG5OBgD4MhNV06T3zEIzcg8aMT0zxyc0PDwd5OvG/TmznHkvLIXRh7/MHqrCS7D4abukohoBBQCCgEFAIKAYWAQiCPEKAqbnJKMmbN+QIGgwGLP/8MpUuWgJW1Fa5cuYqJ097GpStXJM/FoEvibdnWxgZJyUmIjo4R8tu6VQuJLezi4ow6tWuIZDMyKlpMO/KoGQ98G6ouk7wtXb4KFQID8M2X89CnZ3esXLsOIaFhWLthM2JiY7Fo/mz07vEklixbges3boiEu2e3Lhg++Gls3rYDodev49CRX9GoQT14uLmJdPyBK5VPF1Jdm8T26LE/cenyFVhbWYGeum/cvIkPPp2Ldz+ajZOn/4aTk6NIvumQ7L2PPxMseC2J7k8HD+H032cLRd/nE8xF5raK7BaZrlQNUQgoBBQCCgGFgEJAIVD0EKDqLYnrb78fx/erf8DNW7cx6Y3pGPq/l7B0+WrUq1MLXTq0w7iJUzF41AsIunxFpJhEwsHOHtv37IUhNRXVq1ZG8yaNRKV3wtS3UaK4P2pWqyqEuKCjRhVuSmCptt23Vw+RTpYpXVIk2+ERkbgWEiIE1tHeAfXr1IaTkwNO/X1WYhJTAhwfHw93N1fs+Wk/GD/28RbN09WaC3rb9fXjWGDa+OM2GQN/nzsPJycn3Lh5C2+8+4HYcnt6uGP1Dxvw1+kzItH+avFSGT8Lv/0e3Ai5FR6Onw8eRorBIGRYX776XvQQUGrMRa9PVYsUAgoBhYBCQCGgEFAIFBkEqHaamJQkzqhWfbsASUlJEkPXAhYgsaER6qB+T6FBvTpiv1uyhD/8/XxBkmedmoqa1apJnF3SJB+fYhg/dgzCIyJQumRJITuUFBf0pKlx16peTaSR0TExWLN+k4RbKuHvB0qo3d3cRB2b0ktKgtkuqjhPmzFTmjdq6LM4eORXNGlYH0f/OCYOqqpWrlRopLtamxYvW46de/bB08MDDvb2sLS0wL79hxAVFY2vZn8MHx9vzJ7/NVasWYe+vbqLNH/61Ino1Ks/rl4Lxq9H/5AwVIzFHBVtDtNT0Ptf1e/BEVBk98GxU1cqBBQCCgGFgEJAIaAQUAjkAQIke24uLuJ0Sn+7VHqVTTEIAaxVo7qcogQ0ISFRJJckfL7FvIUQ83uq0YhSJYujTOlSQgYLA9HV2ksMWP/4hAR8Mu9LkWa+PXmCtJ0ST7bb7IDKLP1MTklBmdKl8enMGaL2y7BLdva2CLp0Gdt27xF13sGDBqBpowYSokm7T0H9ZPuTk1PEFrlb5w6Y++VCsV2m12lnZyfBgbbXKYZUsWGmA69i3l6yIfLq5Dfh6uIsGNGL96svPgc6+7K3s0NCUpI4Piuo7Vb1ejgElBrzw+GnrlYIKAQUAgoBhYBCQCGgEMgDBEj0aLeq/yPRZaKar3Y8JSUlvTYkf1Rh1pNaEibm1R9Lv6AAf6HdMqXas+Z+AUp2339rCkqVLAHGmaZjprAbN4T0keiTEHt5eggZpPSTaszbdu5Bk4YNsO/AQUx6+SVR/aatr6V4aDYT5ALcfOlje3s7VK9SCe7u7tJ/JMDsx9YtH0OtGtUwfMw4vDxhKo4eOy723B7u7hg9bLDY7w55ZqBI+6tUqohNW3dg9EvjsWvfz3AsZB65C3IfFcS6KcluQewVVSeFgEJAIaAQUAgoBBQCCgGFQBoCDCFEQv/R7HmghHby+HEIDgnD5avXUCEwEHVq1sC6zVtRuWJ5HDz8q9jqVq9SOd1TMZ1TBQaUQcXy5eDk5CxlREZFoUypkiINJmksDIn15AaH3oO0IdUAO1tbTBz3In79/ZhIsRl66kJQkNg2V61SGQ3r18WfJ0/hwj9BqFu7JjZv3QGqMVMduny5AHF2xk0QlYoeAorsFr0+VS1SCCgEFAIKAYWAQkAhoBAoQghQQh0TEyvENLBsGbHXpYMlN1cXjB76LLp36SR2u4uXrhB13ZdGj4CNrW2ax+koCdFD6SdVeZ/p/5R4a/by8sTzI4eJPXRhhEoj6JR4X7sWgtNnz6Fr5w4wphrx2Rdfo3H9unB2dkZ0dDRMRiPWb/pRVKC5QeDt5YlO7dvg9+N/Iuz6TQSUKc0IzgUChhRYIN5kKarVVlnUiFsT1lbWsHewl7jLJqMJllaWsslB22aYgPj4OJHsW1lZw9nFWcZObGysHKMKNz1aJyYkSIzqzOT6vIfBBKQWciVvRXazGETqsEJAIaAQUAgoBBQCCgGFgEKgICDAeLIMpfPG6+NhZWklJJb1MtJ5V2KiOKYaMqg/hj0zUKpLdWdNndvVxQXPDugr3ocZhql2zRr4/NN6cm1SYqIcz4zsFIR2Z1cHSncp7RaHXNbW2LhlGzZv3S722f6+Pujdo6sQQYYl2rF7H8KjolC7Vg1xXrZv/0FMmDZdbLdrVK2MpKSCE2e5klUCuthHSDsy2puaYIKlhSWozn3zxk3s3LANnbt1h5OzIxIS4rHuu7W4eP4CXFxc0G/gQJQsVQq3bgVjyQcLEB8XjyEjhqN02QBcvXwRv/3yC1o98YR4syaOGRPJLseXn6U9ALuMpwvNb0V2C01XqYoqBBQCCgGFgEJAIaAQUAg8qghQkkkP01mlhMTETE/xOnqzZqKEmCRYI8JyLNOrCu5BEjMba2uRSru6uiA2Ng7eXh6YMuFlHD/xl7Sxft3aIsUmiWWbKbmlijdj8pYuVRIvjBqOsOvXUblSRfHonJScQqfeBSKVs4yDm2UY6G08o1CVbUlNNSIiLArfTH0L10PD0L5nUzhaOWDudwvgefEixvV7Clu278Lpr2ag96Tx2LRvOx63ugULVwvcWvclhr86Fl/tXYFmtjbo6RaH1NQYmCz/S3YJBseOn4U7AJcCgc2DVEKR3QdBTV2jEFAIKAQUAgoBhYBCQCGgEFAI5DkClDiS9JULDBDnVJR6k9QyDFWHtk9IffibNrjMR2Jftkxp4Y30UE2JcLWqlVGzRlXJQw/OzFeFmw5lAAAdDElEQVRQElWHk40mWFAXOUO9KNE9ffY0FnyzDHZOznDz8UWy0YiUuAT5TWlui8dbwt7DG+9++AkuXrmGyyFhaPRYCzAG8/I1a7Fn/2FcCb2B50YOhQEWSKIX7ywaT7JrJOCFOCmyW4g7L0+qbmMJcJTIzJIHd+R9aKBgcw9D09rCXLeMOh65VU1uerFaVjbZ34F116qf1eyRfQn3f1bqdg83s7HK+/5ktXjfu6WC2p93q7c6rxBQCCgEFAIKAYVAniNAVW0mMx8kqTWHocpYEY3w6o9T9VtLBYnoanUi1TUn7dP8K9lgEE/Uk8e/jNDr1/Hh7HkSasnJyR7PDOgnC/bI6GgcP/kXbGxsUb5cOdSudVNstFlkxzatcfL0GVSsUF4k3JGRUaBNr97hl1YHfhZynitN0Zbk+nap748oAnTdHhUVdeeAvx4OXM9jsmuZADheB1xuZN8TYTEAtXnykuzaxQLuIYBVNuocCdeBsDha9P9H/ST7Bj3EWZLdlCjA/i6YXb+d9/1pYQJsbgHJd6lbWBQQkcf9aRsHeLA/PQR87mDSmYWTk9NDdIa6VCGgEFAIKAQUAgoBhUDOI2BIMcDP1wcOdnbiWVp/B67jKfnduecnrFq7Ac+NHCIq2vQ6TTJLx1X+fr74cftOVK5YAf0Gj4Cnhwdeem4kfIoVu0O1XV9uYf+uyG5h78EcrP/t27cxZ84cBAUFwc6OhugWgOEWkNIoB+9yt6K4h2QJ2K0FLHdkv6eUVBYw+uUho6Q6iS1gNx2woKQys/0uC8CUCCTVB0yM/XfnjtzdWv/g502AlQmwnZRFvVhyfvRnWotsfgGsL2Rft2RLILVh3mJmYQPYvQtYcCo0ISYmBgMGDECPHj0evCvUlQoBhYBCQCGgEFAIKARyAQFKoUlc6Ylbn+iky9bGFht+/FGkuKOGDUbLZk0RExsrJLdju9aiqv3xZ/NRo3o1rN/yI1q3aoHbt8Px/aofMGHcC+lxi/XlFoXviuwWhV7MoTb4+vpi/PjxoFtyPjSShNTlwzAx0f175sby6c0l8cwzMqnd1QSY7uaxjw4FWLe8TkZAcMvmvvnWn5yUKerOJpF45pmYXqvHnf1Jpxeurq7aSfWpEFAIKATyFAF7e3uJF0otk/xWrWQdWJ+8TFSn5Ga7yZAMS8t7MH/JxcoxVA3rwjrlZSpoY8BBjQFYMpRPHiZtDIi4JIPNrlYNOztbcdIlz6mdHRwdHPDjjl1Yvmodpk14Fc2aNEJcfByYT0x/YYHDvxwV2+aG9epg7fqNEnP5sq0t/vjzJGxtbWBItQVDGOkTy8/rMaC/f058tzCxFSopBBQCCgGFgEJAIaAQUAg8NAKUuqxduxa//vrrfZPFhPg4xMdEmhWH8koxKKsWmwAnV3fYO+adWQeXpFG3b8BgMDsWyqpqeXKcClPWNnD19P5XAJAHN06Ii0V8bFSBGQPObp6wc3DIg5abb1HQxoC1jS1cPbxgoQmB8gCJ+NhoJMTGmO+UxTxAleTg4FCJE9yxbWtYWVthy7adIvWtW7umeO22trZCcX9/IcKpxlT8fuxP+Pr4IKBsaRw4dARGIbYm+Pv5oWL5QHHW9R8ZkglwdvOAnYPjfbU8ISEBderUwaBBg+7rutzIrMhubqCqylQIKAQUAgoBhYBC4JFEgIv1Y8eO4Z9//oGNzV0cGmZAiNLc/Jbo6qvEtvAvL1O6Zlle3jSLe7HllPDmZVJjAHm6uXAvfZtZDNp7ue5B89zrGGA+Pi/cYJOnNO2/+IRE4awWlhaiKUJinGo0yjHOScxva2uLmBiqOFvCwcFBJL5ZCJFlDrjfeYAesIsXL47GjRvne38qsvugI1FdpxBQCCgEFAIKAYWAQkAhoBBQCCgEFAIFFoG88mNbYAFQFVMIKAQUAgoBhYBCQCGgEFAIKAQUAgqBooeAIrtFr09VixQCCgGFgEJAIaAQUAgoBBQCCgGFwCOPgCK7j/wQUAAoBBQCCgGFgEJAIaAQUAgoBBQCCoGih0De+lMvevg9Ui1iDN66deuiWbNmD93uhQsXon79+qhVqxbWrVuHzZs3S5k0nOfflClTwFBI2aXDhw/j66+/FmcepUuXxhtvvJFd9ns+R6ciP/30E4YMGQI6JZg0aRJu3bolccpYSO3atfHcc89lWd6yZcvkes2hQcWKFTFhwoQs89/Pie3bt0tonCZNmuDEiROYP3++BAG3trYWBwCDBw9Go0ZZx0VmH4aFheH111+Hk5PZw+bu3buxcuVKvPvuu/D29r6f6qTnjY6OxqJFi/C///1PQjXQC9+bb74puLVr1w59+/ZNz3u3L4z3vGDBAol3W6pUqbtlz/Y867F06VL07NkzvW0ffvghzpw5I2N51KhRIHYqKQQUAgoBhYBCQCGgEFAIFD0ElGS36PVprrVo+fLl+PPPPx+q/Js3b+KDDz7A6NGjcf36dSmrZs2a6NevHwYOHAiSpr///ls8w2V3o9OnTws5a9u2Lfr3749Lly7h+eefl4DY2V2X3Tl6jvvtt9+kLkuWLJGs9HT35JNPyrHu3bsLiTVkCOSdsUwSd8YqZpv4R1I6Y8aMjNnu63dkZCS++OILDBs2TMrjxfRy16dPH8GNZH/btm1wc3PLttwNGzZIOVo/ss0kg9w0iIiIyPbazE7SO19QUBCeeeYZvP322+kbAjNnzsTZs2el/Sxb28zIrIyMx9jWxYsXCynPeO5ef7Nely9fxgsvvIDJkycjKSlJLmW/btmyRcbMzp078eWXX95rkSqfQkAhoBBQCCgEFAIKAYVAIUNAiTQKWYflZ3VJpCgNjImJEdJLySxdnh85ckQktCSv165dQ0hIiEj3OnToABcXl/QqkyR+9dVXOHXqFMqUKZNOjMqVKwf+hYeHiyTwnXfeEell+oWZfKFkLjExUUgLT1NCTBIdFxcnhO+PP/7A77//joCAALRp00bIDkknJX3nzp1D8+bNUbly5TtKJjkjKXV2dkaxYsXkHMku8zJ99913qFevXrZSXebj9VWqVAGJOFPZsmWFiP/111+oXr06rly5AhItYkkyrKWDBw+CJL5SpUpo0aKFdlg+SVJXrVoFHx+f9I0ASmGfeOIJOU8SR1KXsU13FAIIHuyHffv2oWnTphIag5gQP40QEtsDBw5IH7Zv317uyTrzeGhoKLp06QIvLy8pmlJiYpacnCxla67p2Q62gRiwzy9evJixKln+pot8d3d3ODo6ynjiPTjWKF1nOTVq1BAMr169Kp/+/v7Sx3Sjr6X4+Hgh3xyT5cuX1w6DfUB8OSbYB+xzlRQCCgGFgEJAIaAQUAgoBIomAorsFs1+zbVW2dvbixR13Lhxon7M2FxjxowBydbatWuxfv16IXBUt6Vk7dVXX02vC9V6KYWlFJKqrSSr+kTVZqqtklDeLTVs2FDUZnv37g2SHao9Uz2Vaf/+/XjrrbfQsmVLbN26VaS9DGxNabIfA2dXrCh1ZX6STy2xHKrisu5UrdYnSmpXrFiBoUOH3pPaq0YcWQbvSfJMokaS+PLLLwvZ58YAMaKKM8nnxx9/DEq5iSGv18gyCSTxIjGmZJfkVJ94LYkgVXXvlqiyS3y5scA2UWWb5JyE3BygPFg2DUqUKCES5KNHj+LTTz8VyS+x7Natm6hNa/chISXZ5QYHxwElxVRDnzp1qkhNeYwbDiTI95u4GbBr1y788MMP2Lhxo2ywvPfee+A4Yd9RA6B169YiqeYGjF5Vmu3kGKCmAOvAmHJML774IubOnZt+bPjw4fdbLZVfIaAQUAjkOAKcO6k9xU1abb7iPMYYlb/88ouYdTRo0CD9vtx85bz/0ksvpR/jF76H9+7dK+Y9nN+4kcnEMqjFwzmbWlDccNYSTUe4ocr3m5a0crjxSFMezexFO58bn9wkpQkLN0+15OrqKhucN27cEDMZbVOTG5nUzOnRo4ec1/JTe4zmOnzHVa1aFcRAu2bevHny3qApkjb3c/Ob+fme5aYqTYGYuHHO43xPP/744+jVq5d2i1z7zK8xwPUb3/VcC9AUST82qPH1448/gmstOzu7XGu7VnBujgE+V7Nnz5Z1D829nn76abmtfgxwfUQTNiZqDHJdxrGhP67VNac+uX5hH5w/f15M51gu19Y0V6NJHZ/xwMDA9Nt99tln8PT0xKBBg9KP8cvnn38uwiSu5bR1Jo+zjNWrV4sQieshagVyHcnn58KFCyLQ4NqIzzoT5yEKX0qWLImJEyfKscL+n1JjLuw9mMf1J2Hlg8RJkVJdSj75ncf4/bHHHhOiQ2JGm1p94guHDyxfIpx0mF9LfNhPnjwpZOpebCj5EH7zzTcyKZFE8kVE0sVJiWSoQoUKosLKyYLHtcUDJ41PPvkEJHMkUPpEIso/ksCMiW1hOzVJasbz2f0mTpRwEyMSab48xo8fLy8VvnyDg4OFsJHQUqpNO1zWX0vEiUScLxqSYD1uzMNFCqXPnPzulriIoNSZJJDSW0o6+SInPnzRcrIbMWIExo4dK5JZSsg5KTI/JbUksSTvWqK0n3XjeWLPtvKT7SSWJOzE89ixY9ol9/zJscYxoy2yOC74nThScss+nz59urSdE7M+ESuOEY41zXaa57kIpGSb9WJZhw4dkvrqr1XfFQIKAYVAXiPAuZ2LTC5yOT/xj5t5nK8555NwksAxUUuJmkz69wSPc6OUZiO8jhuYfM9QG4fz70cffSRzJedszuM0F+HcyAU9F81892iJC28unFkOySbvnXFzWsubk58kXJzLW7VqlY4B3zvcMP32229Fu0q7H9vDzVpNC4vH+V545ZVXpK7Ej9o7JAZsJ/PzfcbjNPlheSTGXMxzA57H2e41a9bIO4E+QPhe43GuNbjZm9vpfsYA10vc9H3QMTBt2jTR0uN6ieOG7WR67bXXZI1CzEiERo4cKWMj47ojt7DgGODaJCfHADctuMZhn1JLjW39/vvvxbwqKipKBA7aGOC44EYPxxLXi1xHMD99sfCa3EjcbOI9tXvxflyXUTCjjVHNfI5jmhtdGfudzys3JXgthVIUNHE88XniBj/L4xqK5mYc1xQcHD9+XPITE2LDe3Css50shwIFkn194lo9L+YC/T1z4ruS7OYEikW4DL5MSNT4QiGR4cPCSZATH0kHf/OTBId/fDEy8aHh8XtNfNj4UHNn9V4SVaE5MXTu3BmdOnUSW1s6G6LkmPemTSqloHzoScBZX0ocuQBgItnlBHOviaSIKsR3s4nNrDxOmlTF5W4a8eROMSdR4sNdaRI6TiCsE5N+VzWz8vTHOFFTqsqJ6V4SyS4xYNv5UucnHVNxx5/1YHmzZs2SojhRksjyGvb9vezqsk0k83wxkLRTVZo2vVzEcWc4q8SxQ+JNdXb2ExPvx7GmjSP9WGN/cvNBS/ydXdLK4GKGu7mUUPM+nPApzdAIdXZlqHMKAYWAQiA3EeBmIzVUqImkTyQ19BlBkxCSMy5AmY/vPn3ifM53IN8rTFz80vyEC16+f7gJzfcjNwr5juR8y3cRCTYJJRPnXBI7zpMshySBmlzcKOzYsaPkya3/OI9Tkp3Zu4KLcW5cU4OJdScp4qJcv/nKd0+1atXk3U8zH27gkhyQ0DM/pVrcGOa7hNpbJAw0/eGmABMX/5SCcc1AzLghzrUP1yd8h9Gsh+/C3Ez3OgY4Jp566qkHHgO8llphfO9zc5vkkthTA44bJHzvc03FTXSaAnFc5EXKjTFADTGuLyjB5TjiGOFY4aYHtQn1Y4Bji2OdzyCPa85FafK0Z88e0bDIaRy4/uF6lloFXGfqEzdruM7lWKT/GK7P2F8ZHZGyPXxOKZDhJhXHKvtx06ZNQpr5zPP55Rzw888/iwNYfqf2A9eE3Pxgfgon6OuEwheuAek/hRtIWuI9OFYySpW18wX1U5HdgtozBaRemtoTd4lIyPhi4YuRpIgkjjtEVMXly4MvRU6QTPzOv6wSX7j6yZM7iCTVfCHfS+KL6tdffxUvwqwPiRH/+J2kkWVxp4svL5bNyYT35A43X3Cc+Eh4MkusF/Nqid9JKEnc7iWx3foXItVHuBPGSUWzV6b3Y5J7TkSsKyc61pUvcr5siSsntowpI258CbPd3P2/l8TrOYFR4k0Jd9euXUXazvpxY4D3Zr/SiRN3A6lCTKLINnHhkFXS8CV27AMuEPhyIGb81Ih8VtfzOL03U5WGY4AvPC5WWCdOwEy00eWihSSV7dDqw+9ZJX29mIc4czwwUV2K0meNXGdVhjquEFAIKARyGwG+MzjPktBpxJP+Bej8j3M8NyU5P5K88n2bWUQAbvBqifMuy9Q2dklsmXgtN21ZDtV5+Z7kHEsP/Vrie16bJ7n45bv2Xt9/WhkP8sl3BwkFF9TaBuWzzz4rasp8V9FEiSqmbBfbz81YfWJbNXLC49TIojYZ33ksT4vwwMU91zB81xBXJmJPNVJuHPNdw417TVuK7246WeS7huQwt9L9jAG+t6iOnjHd6xjguoPrB30ZlHzznUlcWD7NuqhNQJMg4pMXKTfGAMc+1zhcV2iaACTwjETBtnLTm4lt1Hy6cNzQ0aaWuF7gZkBuJGLN9SBJpTZGeS8SVK6DWD+SdAoo6LOExzMm/fNLPzpsJ7Fk/2n1pgkDxy83xfT9zueE453X8DixouYI19naRpB2P00zU/tdWD4V2S0sPZVP9aS3X+7ycCeINgvc7eLDwp1P2rxwwuBkwRcJHyxO1kx8Oeslb/rqc8LhRKsnGSRYtFe918QXHdVrufNMqRy/c7ebdeHuLScN7lzy5UX1LNaHdaTdLVVAOJFlZeOase58uEmKtMXC3erIdtOZFD07M3HiIHEkcePuPEktd+pYZ+7AETOqlbHOnMS4uMjKToJls35aIikmlhlf+tr5jJ+8ni9s2n5RRUbbHWQZJI8MK8UNDtaTxJATLSdLXqctPjKWyd9cQLEMjewSc7aHCwS2L6MqTMYyOCa4qKGTLZbFXUOOM+5SUs2KfUX8aGPNl7EeB07gWSXWmfXSEheS3K0mzhxzVOnJzcWLdl/1qRBQCCgEskOA8xrnQb6bNDtbvs+0dyoXuZyXOWdxka7Z12VWJrVp+I6k9JfEme8gvp/1ie8Bkl7+8T3J+zPxfnznkzRynuR8zPlWq4e+jJz+zvcHCSbbz/sy6bWp6JuD6xBKrfh+zy5Rs4iby1TLJZEgkdHmeg1rjcDxvlzU833BNlPiyfWJ9s7T8md3v5w4p90nr8aAvs7c0CDB4fpJG1tcW5H4a2NDnz+3vufGGOBY5uaNfrOC9+Hzxk8m/RgYMGBAevPYdl7PZ0h/PD1DDnzhvTk2ubnFjRgmfdhFroNIdHfs2CFCCm0cZ3ZrrjsppeUakuSV67qMz76+PykxptYC+55rLCaOewpQ+Axyg4kq0LTvZdn843zB62jyRke0hSKZVFII3AWB4OBg09mzZ02JiYnpOfn9/PnzJp6LiooypaSkmGJiYkzR0dGSJy4uzhQZGZmeX//FaDSawsPD7yiP+fl3P4nlnDt3znTmzBnT5cuX77iU9eDxS5cuyfFr166ZGjRoYNq5c+d/2nLHhSaTKT4+3hQREZF+ODU1VdrFNt5LIh5BQUFyf9bh5s2bd1yWnJwsdbh48eIdx2/fvi3XhIaG3nFc/4P1Yv20xH7ICmctj/6TeRMSEuQQvyclJZm0/tDax/qy3mwH/5iHeLJ/s0rMw/qzLC1xbGjlaMfu9klMOK705bDNLCcsLEzqbjAYpM3aeGHdtHGXsXxizbHGa7R069YtKS9jv2jn1adCQCGgEMhrBDi/9u3b1/TTTz9leevdu3ebWrZsmeV8xws5fzZq1Mg0ffr09Hn0f//7n+m9995LL3fgwIGmBQsWpP/et2+fqW3btum/+YVzJufdkydPmnr16mVas2bNHedz48fSpUtNo0aNyrJovhcGDx5smjdvXrZ53nnnHVOHDh1Mp06dknxcJ/Tr1y/997Fjx0x9+vRJf6cMHz7c1LlzZ3lX8ILDhw+bWrVqJe8+/t64caOpU6dOJr5PcjPl9RhYuHChNIfjqkWLFqZvv/32P83bv3+/qWvXrqbY2Nj/nMuNAxwDI0eOzLLoBx0DR48eleeLa0EmtpnPAdcXXBNlHAPMw/UVx2P79u1NN27cyLJOD3uC68X+/fvLejarshYvXmzq3r17VqflOMdtjRo17ni2n332WdPcuXPTr+vZs6dp5cqV8ptYN2vWTNbFPKA981zPMXGN1aNHDxPnB+LG+YDPCZ8vfufaqrAkJdktFFsS+VtJ7i5nTJQu6kO68Dx3f7WUnbSNu2keHh5aVvnMLv8dGXU/WE5GI33tNKV53CXTEndwqYZNCS0lmtkl7oLpd8K4o62XDmZ3Lc9RHUSzXc4sL3eMM6sDd7Q1tanMruMxbcdVO89+0Et6teNZfep3yfXf9f1BaS7/9Cm7nUTm4/mMdc9s3OjLzOw7d7QzJrY5Y7v1dc+ub4i1vm0sm2OAfyopBBQCCoGChID2nsqqTpTS8I8SqswSJS6056NTIb1nZUqFaZ/IRNVVejZmRAMtUdKjSTl5jJJjvgOpukybV6o5a6qQ2jW58cl6UOOJ5lCZvXPYbkrB9HXNWA9626X2FP1GaPO8ZtdLKRVVktkmqovyPKVgTDQp4pqCiVpcVH2meiejOlCiRn8iem00yZgL/+XlGKD9Mk273n//fdEYYFszpoxjI+P5nP6dW2OAvlDYp1TxpfSezwOlqFxb0AEbk34MMC9NqzgeadalSflzur0sj23mc01NvawSnwnmySrRizvbQQmtXtpKbThqZlI9mQ6nuA6mRh/bT2dU9APAZ4KJzxa18vibkmHmpwYc7Yg1UzQ+l/ytX19nVaeCdFyR3YLUG6ouuYYA1Tmo1qTZQuXajVTBCgGFgEJAIaAQeAAEuJDMTl2Y57Lb3KSNJdUMufFIQsdFNEOQ0GkVHe9ooeO42NcWuKxmxnL5myYf3LQlOaYzJG2x+wDNuudLqDaZGcnVF6BXL9Yf53faKdOBDz3r0u6XBIHOiGgmxN+0a6TzIZIGkgJixYgINN+hQy6SacZgp4kW1ZppVkNzHhJ/fs+LlFdjgCru3HSnOjjtVEl8vvjiCzELo+q3tiGfcWzkNga5MQY41rmpwbBK7Hf6UWFf0/kTQ3JxDJD4a2OAjt+48U7VXW7y0MSK+ekZPDNb+YfFhBjfrd9JtrN69knM6YOFDlDpD4Z9yTJpa00bd3ru5jNP4spNMG7+0DSMqtl8tknoOc75fFBlm/3PDSPa9tIGXO8ThoQ6oxOth21/XlxvQRF0XtxI3UMhoBBQCCgEFAIKAYWAQuC/CFCqwsUlNaT0mkX6nFyU0rESF5tczGZMjD1LyQ39PmhLO27wUnrFhS5JDRfM+sUry+Cil+VqznF4jCHxKAGmFk1mGjcZ750Tv+kfg3UhWdekrPpy2SZixDZkptHDNhID4kQCwEQ8qYXG8hgJgfa79HHBBT8lafzN/JrUjFpNmr0k7TyJJyWAGTWE9PXKqe/5MQZok0vMOWaYSKoo2dYiFBBHjg0KDDLrk5xqu1YOxwD7g1L3zO73oGNA0wKkk0t6LmYfs68zGwNsKzd6GMeaY0obGxyX9xMtQ2vT3T5JpFknPmtZbfawf1iXzIgmxw0jfhA7rR95T0pfqTXJMcwQnZxXeIwYEgduBrFMJtrrst95fz5DdMrKZ0fD7W5tKOjnFdkt6D2k6qcQUAgoBBQCCgGFgEJAIaAQUAgoBBQC943Af7cG77sIdYFCQCGgEFAIKAQUAgoBhYBCQCGgEFAIKAQKFgKK7Bas/lC1UQgoBBQCCgGFgEJAIaAQUAgoBBQCCoEcQECR3RwAURWhEFAIKAQUAgoBhYBCQCGgEFAIKAQUAgULgf8D+ph3r1ZKuosAAAAASUVORK5CYII=)
Source: Commonwealth Bank of Australia
CBA highlighted the adjustment to principal and interest terms as one factor contributing to a higher level of home loan arrears. In the longer run, the transition should be a positive for the health of the Australian housing market, although the adjustment in the interim is likely to be difficult for some households.
It is likely a similar transition has and will take place with other Australian banks over the next few years. With a further 50% of interest only loans resetting over the next two years, again likely to be consistent with other banks given interest only terms are generally less than five years. It is highly probable in our view that this adjustment will contribute to an increase in housing arrears over the next few years.
Margins face a number of headwinds, placing further pressure on banks…and households
CBA’s margins were up by 5bps in FY18 (a solid outcome), although much of it stemmed from loan repricing in the first half; margins were off by 2bps in the second half.
Loan discounting and switching cost 2bps, while the cost of funding from wholesale markets cost a further 4bps (and CBA has a stronger funding mix compared with other peers, suggesting other banks with a higher reliance on wholesale market funding will be feeling the pressure more acutely).
Analysis of net interest margin
Source: Commonwealth Bank of Australia
In light of slowing credit demand, pressure on front book (new loan) margins will likely persist for the foreseeable future. We also note that the forementioned switching underway to principal and interest comes at a cost to banks in the form of lower margins and a quicker amortisation of loans, placing further pressure on margins as volumes slow.
These headwinds are not unique to CBA and will equally apply to banks and non banks--although the magnitude will vary greatly depending on the institutions’ lending and funding mix.
So called ‘out of cycle’ loan repricing has become commonplace in Australia more recently. With an unchanged official cash rate since August 2016, the role of tightening monetary policy has been effectively replaced in some respects in the form of loan repricing (relatedly, CBA noted a tightening in its serviceability and underwriting standards has been underway since 2016). The increased cost of credit for households reduces the demand for new credit, but also has the effect of increasing repayments on existing loans. Our base case is for further loan repricing, even though it appears banks and non banks are more discerning in who they apply higher rates to (particularly as the Royal Commission into financial services casts a long shadow over the banking sector).
Against the backdrop of low income growth and an increased cost of living, we expect tighter credit conditions to contribute to higher home loan arrears in the near term.
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