This update looks at the key trends in credit spreads and issuance, default rate forecasts, and strategies to consider in your portfolio
![outlook outlook](https://thewire.blob.core.windows.net/web/images/default-source/default-album/outlook8a55d5c55342640fb48aff0000bceb90.png?sfvrsn=2617b15a_0)
Since we published our last credit outlook in mid-January, there has been plenty to keep investors interested in financial markets. There has been a surprising increase in volatility across asset classes – equities, government bonds and credit markets
Figure 1: S&P500 and ASX200 (year to date 2018)
![](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAABCAAAAHTCAYAAAD20ml1AAAgAElEQVR4AeydB5wdVd3+n5nb792Szab3AKE3CQKhhQ5SpIqgviLoCwoCgpQX5C+iiC+CgNgA8aUJgqhIDV1K6KGEHlJJTzbJ1tun/D/PCXO5u9mFTdiW3ed8Ppt778yZMzPfM9m9v+f8iuX7vg81ERABERABERABERABERABERABERABEehGAnY3jq2hRUAEREAEREAEREAEREAEREAEREAERMAQCIuDCIiACIiACIhAzxGoq6vDv//9byxfvtycdLfddsOBBx64zgWsXr0ajzzyCBYsWIDtt98eRx555Dp9ONY999yD+vp6sy8ajWL48OFobGzEiSeeiGHDhq1zjDb0DQKc3/nz52PChAkYMmRIhxf1+uuv49FHH4XneeD8Hn/88Zg4caLp/9577yEej5sxQqFQqzHuvPNObLHFFth5551bbdcHERABERABEehNAhIgepO+zi0CIiACIjCgCKxYsQLPPfccXnzxxZJo4LouamtrMWnSJFRWVhoeFBZee+01vPPOO/joo4/w5ptvolgs4rjjjmvF691338WZZ55ZEicSiYQxRnlMVVUVjj76aAwaNKjVMfzQ3NxcEkFo2AZt9913x5QpUxAOf/r14JlnnsErr7xiuuyxxx7Yc889g+6l19mzZ+Nf//qX+UyD+utf/3ppn960T+Djjz/G7373O+y///749re/vU4nzvecOXPw9NNPgyIE5ykSiWD06NGwLAvjx48HRYw//OEP+MUvfoHNN9+8NAa333///fja177WoQDx1ltv4aWXXkJTUxPGjRuHww8/vPT8BQPxGu+++27zcdSoUfiv//qvYFfpNZvN4s9//jP4SoHk1FNPRSqVKu3XGxEQAREQAREoJ/DpN4zyrXovAiIgAiIgAiLQ5QTo0UDj/qabbjLGJE+wZMkSzJs3D/l8vmQA0nhcuHAhfv3rX5truPnmm3HLLbesI0DQSN1hhx2MmFB+sY7jGMOR43DFnMJEeVu2bBluv/12UPwo30cjc9dddy115fXSuCwUCmYbhYhMJoODDjqo1IciydVXX41Vq1aZbRQs6IFBQ1StfQKca7KvqanB3Llz2+20Zs0a3HfffTj44INx/vnnl/pQjKDHC0WDvffe2wgQs2bNwqabborAC+LKK6/Esccei6OOOqp0XPBm5cqVeOONN0Dxih4U/ExPGYpfHI/CFRvHvOqqq8BnhY3X29DQgB/+8IdGAOE2zjOf0VdffdWID3xO6Nlz4YUXYvDgweY4/SMCIiACIiAC5QQkQJTT0HsREAEREAER6EYCdKXnajdXsoPGFW3+lDeuTgchGtzO1e72PA+4Ek7DsG2jyMGV9VNOOcUYsOUiA/sy//TJJ5+Mr371q6ioqGh7uPlMoSEwgL///e+bbb/97W/x0EMPmWtJJpNGmPjPf/4Dvn/44YdNnxdeeMEIEjSA6dmhti6Bl19+2XjBnHDCCUaAoMfL0KFDW3WkoENvmYsvvrjV9smTJ7f6fM011+Dyyy/HZptthq222goULhYtWoSvfOUrrZ6z4CB64dCz4YADDsB5551nNvOYP/7xj0b0Ov300423zfTp081rMK8zZ87EJZdcYkSwkSNHGo8MihQURCh08RmgIHbMMcfggw8+MJ40tq1UYwF3vYqACIiACKwloL8MehJEQAREQAREoIcI5HI54zb/eadj2ARzObBxdZnGYHsCxGeNQ5GBQgZX29s2Grd0ky8PtWjb529/+5sxIsvd7k877TTj0h+EWzCUhOEcDAEIGnNanH322fjLX/4SbNJrGwJvv/22ERe+/OUvG8P9tttua9NjrUhEtgyR+KxG8YqeCXxO2K6//nqcdNJJmDp1aruHMVSD3ik77rhjaT+9Ffi8/OMf/zDbKCosXry45IHDjdtttx1+8pOfGE8cfmaYB3OZUJSi+MBGYY1CxuOPP17ynDA79I8IiIAIiIAIfEJAAoQeBREQAREQARHoIQI/+tGPzOowwxqYXLKjRuORiQmffPJJk1uB3gh77bVXR93b3U5xgW755d4WQUeGd1CEoLfCP//5T1BsYBhIeXv22WfNanp5PD8THjLkgp4RbHThpzFdnkSRYQDpdFoCRDnMsvf0EhgxYoTJ20FWLS0t64TQsPvYsWONB8sVV1xheLfn6RIMyzwQzMPBnBLMHUKvlo68D2KxWCmEIjierxQRAi8M5hCZMWNGSQTjfo7H0B4+u2wMv3jiiSfW8d7hs3DrrbdKgDCU9I8IiIAIiEBbAgrBaEtEn0VABERABESgmwjsu+++pqLBDTfcYBIAHnroodhll11MPH/5Kbkyzth65n6YNm2aqYIR7KcRSE8KGplctQ7i/oP9fGXcPlez//u//7vdJJQMjWA+B4oHdJfnCvoRRxwBhloERigN4PZCKHg+Jhtk4372a6/R0FVblwANe1a/+OY3v2l20rOA4TKcM4Y2BK26utqESdCThGEQzNnwpS99CYcccsg6niv0YKDHzFlnnWXEpPX1luHzROGAYRls9MBh2E/bxuctmFe+UuDitvJGoYTPR0cCSHlfvRcBERABERh4BCRADLw51x2LgAiIwEZLIJMvYM6ylWjK5YDWdk/fuScLiEcimDC0FrWVqXVWm5kgkCICEwsydp9JJH/6058aY443wUR+NFBpjFJkaLvyTcHgscceM/H7NAIpHjz44IPm/mn08RgmNmSuBhqvgXt8OSAasnTFZyLDwFB84IEHjODBygnMJ0Dvhva8J8rHYQJNihjtNean6I7GaV+dc9Ho8J0Fvw8+CBZ47x6qwzYGx0Kwy1AwSSc9Wy644AKDh6EQ9Iah18BFF13UChlFAIa5cC6+973vgaU1ObcUigIhIDiAosGWW25pvCuCbZ19pdcEnyPOPRvFEIbvtNeCeaVXDo/js9y2BX3abtdnERABERABEZAAoWdABERABERgoyDguC7uePZlXH3/E1jS2PLJNfdFFcJCRTSM43bbCZedcASGVq2b5JHhEddee60x3s444wxcdtll+OUvf2m8CSg+MDyCsfQ0Sv/f//t/oMfEmDFjzD0z8R9LMzKBII1QJhVkHzauPLOSAT0rKCi0NVI/gWa8HAJPh2AbE1L+6le/MtUQWOmAwkR7hmT5Nr4PBIxgHL6W9ynf3hXv57U4eHhZFvPzNqxQGL63bhLOrjjPFxnDskNwcjlsUR3FIcMi2LTi069bNPRZeYIiBL0HyIrz+dRTT+F//ud/2mW3zTbbGI8Zhr9wbhgKw2SmQXJRPgN8VriNAhWFi4kTJ3bqFhh6wySSFEJYBYWts/Pa3jPSnXPfqRtSJxEQAREQgT5N4NO/iH36MnVxIiACIiACA51Arujg7y++jqXNWWN4wvf6KBILaRe465lXccYhU9sVIIILpxBx4403mmoUFCRY0YAJAJk4kp4M3/nOd0xXejL8+Mc/NuUXKVAwGSAb8wdMmjSpw9Xq4DydfaWAEbjU0xOjvdVtbucPG/cH78vPwe3tJb8s77Oh72c1FTC/GEI0lYTrUHzom19l4lXVWGgD81pyJQHi/fffN8kdOe/nnHNOCQG9XJhMkrk52gt9CDoyXOOOO+4wyUGZE2Trrbc2u5gMkh41FJ9YWYN5OzhOe+JQMBZf6cFC8YveE9/61rdKu3g97c1f+XY+J+zjea3/H/Jze9tLg+uNCIiACIjAgCbQN/9qD+gp0c2LgAiIgAi0RyARjeLkfXdH0XkeWRqebQyf9o7plW2fhB7sv90WGFFTVboEGmYdGYT0RgjyKrD0It3bWSaTIgSrUDDZH1epWT6R7vg0NtloBAaCQelEn/OG/TtapabhGlwHQ0Da86BgSEeQq6CmpsbkgWg7Ju818Nj4nMtZ793bDIphWT6HehTguLn1Pr6nDgiFYhjkFTGpIl465d13322M/jfffLO0jW/oFXHPPffg3nvvLZXGbNWh7AOfFQoGwbO0dOlSzJkzx+SR4NxcddVV4HmYM2L77bcvO7L1Wx7H54hzTvGrvDH/BM/Tdl4pLAU5P/icUDThs8ocFEFjAlJuD7wzgu16FQEREAEREAESkACh50AEREAERGCjIBCyLXxr6q7mZ6O44DYXybKFNBQ32WSTVtUFaMAxdn/ChAnmCBr15Y3GIJMUMuSCVStY9vCLNF4HPSdoJJbneODqPPNCBKvqdPWnGEJDdttttzWnZF4AJjv8+te/bj4zISLFDIYTHHjggWYbwwG4ss68Ft3RxidD+O7E1CdDr02G2R3n6ZoxP03EGXgKMHFj20ZBgQk9WWGCni40/JnrgcLE5MmTS2IDj6urq8NBBx1UMvpZAYPJI4PnZ4sttsDMmTPNeJxLelu0bRzj0ksvNSIBK2cEYkbQb5999jGJTh955BEcdthhZnN9fT1YHYPHsVGEooDB0BGW/Qwan4Vzzz33Mz05gr56FQEREAERGHgE1v2rNPAY6I5FQAREQAREoNsJ0C2dRvl+++2HY489thS6wJALxt4HFQhOPPFEE4bBZIWsTMCqEzQouVK92267mdVqehcw9IKGKisYrE+j8cmwD14HV8gpgFBEYEjA4YcfXir3yeSY7MecAqeffro5BY3VyspKk4eAG4LV8KuvvrrkFfH4448bj41TTz11fS6r3/dl1RGKDOXGevlNcz5Z/YRGPkUE5ntgwlKyDUQpPkPPP/88jj/+ePNsvPzyy4b1cccd10pouO6660wOkenTp4NiQnmjqMG5oTcNQ36YAyIQR/iM8dni80hvCp47CAnhWKyswtwibPRwoMDB+2FZUQpaFJ/4jFBIofeOmgiIgAiIgAi0JWD5/PaiJgIiIAIiIAIi0K0E+OeWngE05GigMd6fjYkD6d1Q7rLO6gK/+c1vjBBB45Nx/YzRp6v7q6++CrrwH3nkkWYMxvCzKkZnG41NemIwaSENRo7F1Wwmw6QXQ7lXBMWJiy++2JSB5PhHH300fv7zn5skiMH5mBeA5UJprLLRKGXSzCBMI+g30F8Z5kAx56abbmoXBb1SKDoxp8Yxxxxj8mvQ+4QVTlj9gpwpCnAcikfsR+8EVtOgeNU2rIZCFqud0EuhfB9DeX72s5+ZfCJMZsnnIfgqSIGLogcFCJ7vrrvuMvPNC6bnDq89ECS4jcdRWKGgkc1mTfgO555lQMvP2e4Na6MIiIAIiMCAJCABYkBOu25aBERABESgtwgwjp6GfbDqTOGhba4F7qNBVywWjSHHPkFuBl43V8IpFNAApCFaLl509r7oOcFroaFJF3yuWLdnNPJcvBa29q6V2zlGc3Oz6cPr4kq6WmsC5Mh5/ay54n6yLBeBOE+Blwvnhx4oQcgEmfNze43PGL1n2j5bfF74XPHZ4fyXN4ZrUOQIxuf1NDU1mS7c15FXQ2NjoxmP18eQITUREAEREAER6IiABIiOyGi7CIiACIiACIiACIiACIiACIiACIhAlxGwu2wkDSQCIiACIiACIiACIiACIiACIiACIiACHRCQANEBGG0WAREQAREQAREQAREQAREQAREQARHoOgISILqOpUYSAREQAREQAREQAREQAREQAREQARHogIAEiA7AaLMIiIAIiIAIiIAIiIAIiIAIiIAIiEDXEZAA0XUsNZIIiIAIiIAIiIAIiIAIiIAIiIAIiEAHBCRAdABGm0VABERABERABERABERABERABERABLqOgASIrmOpkURABERABERABERABERABERABERABDogIAGiAzDaLAIiIAIiIAIiIAIiIAIiIAIiIAIi0HUEJEB0HUuNJAIiIAIiIAIiIAIiIAIiIAIiIAIi0AEBCRAdgNFmERABERABERABERABERABERABERCBriMgAaLrWGokERABERABERABERABERABERABERCBDghIgOgAjDaLgAiIgAiIgAiIgAiIgAiIgAiIgAh0HQEJEF3HUiOJgAiIgAiIgAiIgAiIgAiIgAiIgAh0QEACRAdgtFkEREAEREAEREAEREAEREAEREAERKDrCEiA6DqWGkkEREAEREAEREAEREAEREAEREAERKADAhIgOgCjzSIgAiIgAiIgAiIgAiIgAiIgAiIgAl1HQAJE17HUSCIgAiIgAiIgAiIgAiIgAiIgAiIgAh0QkADRARhtFgEREAEREAEREAEREAEREAEREAER6DoCEiC6jqVGEgEREAEREAEREAEREAEREAEREAER6ICABIgOwGizCIiACIiACIiACIiACIiACIiACIhA1xGQANF1LDWSCIiACIiACIiACIiACIiACIiACIhABwQkQHQARptFQAREQAREQAREQAREQAREQAREQAS6joAEiK5jqZFEQAREQAREQAREQAREQAREQAREQAQ6ICABogMw2iwCIiACIiACIiACIiACIiACIiACItB1BCRAdB1LjSQCIiACIiACIiACIiACIiACIiACItABAQkQHYDRZhEQAREQAREQAREQAREQAREQAREQga4jIAGi61hqJBEQAREQAREQAREQAREQAREQAREQgQ4IhDvY3u83Z7NZzJgxAwsXLjT3Wltbiz322AOVlZWt7r2+vh6PPPKI2VZdXY3DDz+81X5+8H0f999/P9LpNCzLwle/+lVUVFSs0++5557DokWLzPY999wT48ePX6ePNoiACIiACIiACIiACIiACIiACPRfArQfX331VcyZMweRSARbbLEFttlmG4TDn5rnq1evxltvvYXly5ebPlOmTMHYsWPXgfLQQw+hsbHRbD/00ENRU1OzTp+XX34Zc+fONdt32WUXTJo0aZ0+PbXh0zvsqTP2gfPU1dXhnXfewQMPPIBXXnnFXNHo0aPhui4oDFBoYONk//a3v8VTTz2FUChkHgge++1vf9t8Zp98Po//+7//wx133GGEiGKxiNmzZ+PMM8/E4MGDzTj8hw/G73//+9LD8cwzz+D888/H5ptvXuqjNyIgAiIgAiIgAiIgAiIgAiIgAv2XQHNzMz744AP84x//wPTp05FIJHDAAQeYBexNN90UhUIB8+bNM3bqSy+9hJkzZyIajWLFihU48cQTwYVzLnrTdr399tuNLeo4jvn87rvv4uyzz8aIESNKAGnLXnfddVi1apXZRvuTdui2225b6tOTbwZkCMbixYtBD4grrrgCnFT+/OUvfzEK1C233GL4e54Heiy8/fbbRp1inxtuuMEIDUuXLjV9qFzx4bjrrrvwt7/9zYxDdenFF1803hUcgy2TyeBPf/oTTjvttNL5KGj861//Ah8WNREQAREQAREQAREQAREQAREQgf5PgJ4PTzzxBM4991xjGz799NP4zne+Ay5ks9F2pE0Zi8XMAjbt0GeffRZcMOfieEtLi+lHm/TWW281Nir7cFwKEM8//7wRI9gpl8sZO/S4444r2aFDhw419mtwPjNYD/5j+bSi1QwBigQ333wzXn/9dXz00Ue47777cOyxx2KzzTYz+6kyMWyDD8QPf/hD4/1Ar4a9994bdGWx7bV6zvz58424cPzxxxs3mRtvvBHDhw/HQQcdhGQyacaiJ8W9996L7bff3nhdaApEQAREQAREQAREQAREQAREQAT6L4GmpiZMmzbNeDscdthh7d4oF6jpZZ9KpVrtp+BAm5NCw8iRI3HNNddg5513NmkEgtANhvvTxmTaAHo6UKCIx+PguYJUA2vWrDG26rhx44x92uokPfBhQHpAtMeVMTZ0a9lxxx3N7g8//BCPPvpoSXzgRnotcOLowkLXGKpT9HxgLE4gPrDfxIkTjZARxNncfffd5thAfGAfKk+PP/64+TEn1D8iIAIiIAIiIAIiIAIiIAIiIAL9lgA95emNv88++3R4jxQT2ooPQedBgwaZfBAUKe68804TahGID+xDu5SpAejFz8YwD4oZgfjAbUwT8MILL5gchqZTD/8zIHNABIypIjHxB5N20OuBogDjYdiYB6K9/AwMq6AQQccRJgzZaqutWiUL4bHsQ0GCsTlsTPJRVVVl3pf/w/3lwkX5Pr0XAREQAREQAREQAREQAREQARHoPwSYVJIL3czp8P7774MFD7hIzSSU5YvV7d0xbdZDDjnE5IygLUo7lOO0beV2KHNKtJeUksf0lh06oD0gnnzySZOX4YILLjDxMgceeGBJbWKSjjfeeKPtfJrPgXBANem1114zsTVtOwbiA7fzQVu5cmXbLkagKO+3TgdtEAEREAEREAEREAEREAEREAER6BcExowZYwQBeigwn8P3vvc90BZljgfalh015n1g3ohjjjnGhG8EdiirMLZttC8DG5OFF4L8heX9yvuUb++J9wPaA+Kb3/wmTjjhBMP5z3/+s5l8vtITgi1IIlk+EcFkBtva6xPsC1470yfou6GvVMGYo8L31ya+hDJ7bChKHScCIiACIiACIiACIiACIjDQCax1Zodl2cYDvq0duCF4KAawEMFXvvIV/O53vzNDcOH7kUcewT333GOqLbY3LisqLliwAKeccorZTfuyMzZmZ/q0d77u3DagBQiGUvCH7Qc/+AEmTJiAv//97zjjjDNMiEV7FSo4ieUZQ9mnvTye7BNMOPsE78snk9spGnRF4zU01q9B0SmsHU65RbsCq8YQAREQAREQAREQAREQAREYiAQ+CaePhKOoqR1S8ir4IijoybDddtuBnveBoDFq1CgTrn/11VevI0DQxnvggQdMDsK//vWvxvshOP8XtUN5fG+0AS1AlANnDMzy5cuN8kQBgtlCmayDQgJzPQSNpUwYR8MHhscwEQhLepY3JqfksSydwsZEH+1NMM/RUYKR8vE6857XMnjI0HbFkM4crz4iIAIiIAIiIAIiIAIiIAIiIAKtCdDuC8SC1nvW/1MikSjZkuVHc1G8rU1J8eHBBx/EZZddBnrpB5UZeRxtP9qktE3LG21X2qG0M9nYp72FcOaOaC9HYflY3fV+QAoQS5YsMTxZS7W8BcIBt7Gkycknn4znnnsO+++/v+nGCZ49ezZ++tOfmoQfnLSf/OQnYGwNE00GGUinT59uynQymQjbxRdfjIULF5o8EMOGDTPbWM6T406dOtV87op/uvI/R1dcj8YQAREQAREQAREQAREQAREQARFYS+DQQw9FbW2tSUC59dZbl7Awp0OQBoAbKRo89thjuPzyy/Gb3/wGkydPLvXlGwoZtElpm9KjIhAcaLvShg36n3feeaYP7d/A9p05c6axdXffffdWY/bUhwGXhJJKEt1bLrzwQnAili1bZn6Y+IPhEFdddZVhP2LECAwZMgSXXnqpibdhPyatZKzOnnvuaVQwKkdf/vKXzXjPP/+8GYdZTX/2s5+ZcA4+XGz77ruvqcfKcpzB+X75y1+iubkZW265ZU/Ntc4jAiIgAiIgAiIgAiIgAiIgAiLQSwS23357NDU14ZJLLkFdXZ2xDVmak7khrr32WnNVtEmZ8+HUU0/F97//fWMvrlixwvTlK8UKLnzTJqVtShuVNiZzRNB2pQ07cuRIM9bee++NRx99FLfeemvJDv31r39tSoHyWnqjWT4t8gHWmOjjlVdewe23327Kb/L26fFw5ZVXYvz48SUanNy77rrLKE/0LuBkXn/99dhll11KfahO0ePh7LPPNoICcV5xxRU4+uijW5VFYbnPc88916hdPPikk07COeec0yqOpzSo3oiACIiACIiACIiACIiACIiACPQ7Ag0NDbj//vuNnTl37lxMnDjRCAcUFNgWL15svOlZ9YKL4gzPCMIoWKqTQkXgof/qq6/irLPOAu1b2qEUNr7xjW+UUgFwvEWLFoGeEK+//roZ/2tf+xouuuiiXgvBGJACBMlzEpnzIYibYS6G4cOHm0kp/4dxNJw0Nno8sHRKe40hFszzQKFi3LhxpeSW5X1ZipOJR9j4MH1erdfyY/VeBERABERABERABERABERABERg4ydAG5O2KF+ZN5B2aBDOT5uSggI9Ibg/EB9418z9wJD+cjuSgkWhsLYQwdixY1vlLwxIcTx6XrDx+IqKimBXj78OWAGix0nrhCIgAiIgAiIgAiIgAiIgAiIgAiIwgAkMuBwQA3iudesiIAIiIAIiIAIiIAIiIAIiIAIi0GsEJED0GnqdWAREQAREQAREQAREQAREQAREQAQGDgEJEANnrnWnIiACIiACIiACIiACIiACIiACItBrBCRA9Bp6nVgEREAEREAEREAEREAEREAEREAEBg4BCRADZ651pyIgAiIgAiIgAiIgAiIgAiIgAiLQawQkQPQaep1YBERABERABERABERABERABERABAYOAQkQA2eudaciIAIiIAIiIAIiIAIiIAIiIAIi0GsEJED0GnqdWAREQAREQAREQAREQAREQAREQAQGDgEJEANnrnWnIiACIiACIiACIiACIiACIiACItBrBCRA9Bp6nVgEREAEREAEREAEREAEREAEREAEBg4BCRADZ651pyIgAiIgAiIgAiIgAiIgAiIgAiLQawQkQPQaep1YBERABERABERABERABERABERABAYOAQkQA2eudaciIAIiIAIiIAIiIAIiIAIiIAIi0GsEJED0GnqdWAREQAREQAREQAREQAREQAREQAQGDgEJEANnrnWnIiACIiACIiACIiACIiACIiACItBrBCRA9Bp6nVgEREAEREAEREAEREAEREAEREAEBg4BCRADZ651pyIgAiIgAiIgAiIgAiIgAiIgAiLQawQkQPQaep1YBERABERABERABERABERABERABAYOAQkQA2eudaciIAIiIAIiIAIiIAIiIAIiIAIi0GsEwr125j5w4nfeeQfPP/886uvrMWrUKBx55JEYPHhwqyt75ZVX8OSTT8K2bey00044+OCDW+1fvnw5/vnPf6KxsRG+75f2HXroodhhhx3MccHGe++9Fx999JH5yHNtu+22wS69ioAIiGO5pWAAACAASURBVIAIiIAIiIAIiIAIiIAIDAACnudh2rRpeOuttxCLxbDzzjtj9913RzQaNXe/cuVK/OlPf0JDQwMmT56ME088EaFQqBWZ1atX4x//+AfWrFkDjhe0Aw44wIxX3v/BBx/E22+/bboccsghZsygf0+/DkgBYtWqVXjjjTfw3nvv4YMPPsCyZctQU1ODyspK7L///uY9J2LhwoV4/PHH8eqrryIcDoPHzZw5Ez/+8Y/NA0DBYd68ebjtttuMcBGJRErzxwelXJC45ZZbzANCIYON5z733HPNw1E6SG9EQAREQAREQAREQAREQAREQAT6LQEKBxQDXn75ZSNAxONxWJaFkSNHYosttjD3zcVtLoJzofzWW2/FMcccg2Qy2YoJbdU77rjDbKeIEbStt966lR16zz334K9//Wuw29izZ511Fvbcc8/Stp58Y/nlVnJPnrkXzzVr1iw899xz2HHHHfHlL3/ZXEk6ncYNN9xg1KPzzz8f7HPnnXfiqKOOMp4P7PThhx/ivPPOw+WXX268G7jtzTffxJw5c3D88cd3eEd8gE4++WT84Ac/wIEHHmj68RxDhw7F2WefbVSvDg/WDhEQAREQAREQAREQAREQAREQgX5B4LHHHsOMGTNw+umnlxa+6cXAn80228zco+u6yOfzeP3113HKKaeYxXMulgeNJvy7775rFrVphwaL3MH+4LWlpQWnnnoqjj32WPPD7Zdddhkcx8HFF1+MRCIRdO2x1wGZA2LChAn47ne/WxIfSDuVShn16O9//7uBT0+Hf/3rXyXxgRu33HJLXHPNNeBDw0njxFPBqqqq+swJo/sMH5ypU6eW+l166aWgx8Szzz5b2qY3IiACIiACIiACIiACIiACIiAC/ZMARQaGVUyZMqUkPvBOmQYgEB/4meET9HjgdnpHtG0MuaAdSlGiI/GBx9x8881mQf2www4rDcGFcKYfYAhIb7QBGYJR7qJSDp0K0PDhw82mjhxD6CLz0ksvoVgsmofh448/NkICXWRWrFhhRAmGcdCFJmhPPPEEtttuu1JMD7dXVFTg6aefNg/OQQcdFHTVqwiIgAiIgAiIgAiIgAiIgAiIQD8kwMVnes8fffTRnbo7ekK012irLliwwNietDWZKoAL5FzwHjduXOkQ2ptf+9rXQBs2aBQ2aM/ylaEdPd0GpADRHmS6uNALgkk52EaMGIFJkyaZiaXHBFtTUxOeeeYZ4zLDh4F5Iaqrq00iS4Zi8CeTyZiElN/+9reNIsXjJk6caCbYDFL2Dz0gyvNGlO3SWxEQAREQAREQAREQAREQAREQgX5EYPbs2SaHID0YmBKAuQhpT+62224YNGhQp++UXg/0jnjqqadMPgnmlGC4BRfE6enP/IZs48ePb9dbn3ZskPCy0yftoo4SID4ByYoY9GY44YQTzJY99tjDiAP//ve/sdVWWxmPB3otMOnk6NGjS64uTN5BF5oxY8aY46hG3XXXXbjxxhvxne98B0OGDDExO93t5cDzFgp5eB2oZF30vGgYERABERABERABERABERABERgwBOxQCNForN1QiPWFQC/5uXPnGvuQ4f4vvvii8cDnYji96GlvdqYxLGPXXXc1OQ3LPR5YdfGmm27CN7/5TWOfUphgUsq+1CRAAFi8eDE4WfR4CIQEqkIUFujpwOSULIVyxRVXGEWJFSyCUifloRacWD4MTPKxzTbbmAoX++yzj4nh+azYnK54IChAZFqaUSgW1g73aUXQrhheY4iACIiACIiACIiACIiACIjAwCHwSeqFaCSKSE20SwSIJUuW4NFHHzVlNa+77jrDkl72zEPIqolnnnlmp/jS5gxSB5QfcNxxx5nQ/0033RR8Txu0vRwS5cf09PsBL0AsX77cVLVgzMyVV17Zij8na6+99jI/wY7333/fCBY0+DtqjLFhaEXQh4oWx2/bCoVCu9vb9uvMZz5cNbVDO9NVfURABERABERABERABERABERABHqYAMMkdthhB3CROmgsaMAwjD/84Q+dFiCCY9u+0n7lQnrQPssOZU7D3mifXl1vnL2Xz0mvhksuuQQswXn77bd/7tXQG4JxNayb+nklS+g+E0x+uVtM+UkYm1NbW1u+Se9FQAREQAREQAREQAREQAREQAT6IQHaf8OGDVvnzriY3FWCQLkdSu/+wCYtPylFj6FDe2fxekCW4SR8li1hSEUulzPlSdomg6THAveVt4ULF+KVV14B80OwNAq9J4Lso+X9pk+fjt13371UCYMiB8UOhnoEjQlDmD/iqKOOCjbpVQREQAREQAREQAREQAREQAREoJ8SOPzww7HLLruY3A/lt8gF8U022aR8k3nPRW+KEyyWEDR62XNRnLkJ21bJeO2117DTTjuZIgjsf+GFF4Je96y8ETTaqkwX8K1vfSvY1KOvA9IDorGxET/60Y+MmPD73//eJAIJcjqwHAmrXvAheOONN0x2UNZX5eRSbOCDMXbsWBNLM3/+fPztb38z5Uu4jcewCgYn+qKLLirVcmVW01/96lemOsYRRxxhJviaa67BwQcfbM7VozOuk4mACIiACIiACIiACIiACIiACPQ4gS222AKPPfaYCf1n+D8XvBctWmTKaAY5IWh3cqG7rq4Os2bNwpo1a0zZTHotBFUtli5danJGHHbYYcbmpB3K48477zycdtppJsyDNzd58mTQ7mT/oNgCz8MwEOY/7I1m+UGigt44ey+dk7VSA6+EWCxWSijJy+FkcJLorsIKGBdccIERG1jmhMcceuihpQoYFC1YevOOO+4w4sKMGTPM8aeffrpJYFme8IMP0A9/+EPTn+c544wzzGd6UqiJgAiIgAiIgAiIgAiIgAiIgAj0fwLMyzBt2jRTNZEVMTbbbDP84he/MGIB755JKblIfuutt5qcgvTMZxgFF8WvvfZaTJ061divLIxw2223GYHi9ddfN4ICk1gyhyG9JoLGxfdzzjkH9HxgO/nkk3H++ee3G5oRHNOdrwNSgOAkMsaG2ktbtxUKAkwiyUljv2w2a/hTTKALTHuCAZUrihEci/vpRdFeY78gtod92hurveO0TQREQAREQAREQAREQAREQAREoH8QoB1Kz3nakLQJaWcGi9fcx7AJ/nAb99MuZWO/8pwOnbVDKXpwvPbGMBt78J8BKUD0IF+dSgREQAREQAREQAREQAREQAREQAREAMCnvhnCIQK9RMDzgYIHuJ9R2rSXLk2nFQEREAEREAEREAEREAER6OMECp4P/qj1fQIDMgll35+WgXGFnu+j2fHx+poC5qZdbJoKYcqQGBIha2AA0F2KgAiIgAiIgAiIgAiIgAhsMAFqDvPSDl5YlUc8ZGGv2hhGJZVjb4OB9sCBEiB6ALJO0ZoAhYcWx8eMNQW8vDqPeteC4wOz0w5GJcPYslKPZWti+iQCIiACIiACIiACIiACIlBOIOP4mL46j+mr8mj2LESTFbBXZ/G15KclK8v7633fICBLr2/Mw4C4itbCQw71jgUnHIEVsuB7LoqwsShdxKapMCIKDhoQz4RuUgREQAREQAREQAREQATWlwC9Hh5fnsO8vI0iovDhwgOwKONgScbFaHlBrC/SHusvAaLHUA/MEzESi94Oc1sKmNviYlZTYa3Hgx2DFQbcQh4RC/A8H1YohGV5G1nXQ6SsdMzAJKe7FgEREAEREAEREAEREAERKCeQc308W5fHS6vzaPBDsG3L2BMWfDi5HFZ5PhZnJUCUM+tr7yVA9LUZ6QfX43jAwkwRs5qLWJB2sTLvI+f7yDkerGgcftiCVyygynIxZVgMQ+NhPLA0i3QohkXpLLIeUNUPOOgWREAEREAEREAEREAEREAEuobAnBYHTy7PYX7BQsGKwbZ9RJ08pg6PYVXOxQdOFAVEsSxX7JoTapRuISABoluwDqxB6eWwMu9ibrOD+WkHS7Iu0i6Qdjw4dgjhWBKe5wK2C891UYEidh8ax06DUqiJ2sZdatryLOxQCKvzYTQVXAyPKQZjYD1FulsREAEREAEREAEREAERWJdAzvPxzMo8Xq2nJ3XIeE3D8zEu4uKAUSlsVhHGC3U5vLMyh2hFBZbncmgouBgUVTLKdWn2/hYJEL0/BxvlFTQXPSzIOFiQcbEw46LBAVoKDtKOj0giBYQB33JNnddiJo3aiI/xqTA2qYhg02QctbEQYp9Uu6CAMSRqY002Z0SIJVkHE1NhhG1Vw9goHw5dtAiIgAiIgAiIgAiIgAh0AYHZLQ6eWpnH/CxQtKOwQkC4mMdeQ2OYMjiJIZ8sWo5MhFETyqPF97Eq72JpzpMA0QX8u2MICRDdQbUfjun4vknosiDtYE7awWrHRku+iBbGW0TjsMMR+BEXkbAPz3UQKuawWWUUm6RCGJekp4OFZMhCKmwhZLUWFviJ4sTcdB5+OIxFWRcZ10eVBIh++CTplkRABERABERABERABETgswkw18N/6nKYsaaINT69Hri66WF8xMP+o5PYLBVCPPSpxzQr6Y1KhDEbFtYUgcUZB1tXRT77JNrbKwQkQPQK9o3rpKyr+1qDi7TjorngImeFEEnE4UUisMIeLMtGIZPGmISNSVVhjEuEURutQmXERkUIiJX9cujozscmQ4jbQM62sTCdR8YF9DujI1raLgIiIAIiIAIiIAIiIAL9k8BHLY4JuZiT8eGEY8aj2i5ksfeQGHatTWBYO6Ha1RELI+IhzM4BdqoSy3IZOD4Qbr3u2T+BbWR3JQFiI5uwnr7cmY1FPLw0A6eiBp7twI/5CFsWitkMqi3HhFRMqIhgeCyFQREbVZG1ng7re50TkmETkpG3bazO+UbsgPl1s74jqb8ItCbAnCQz6wsYkwpj60qF9rSmo08iIAIiIAIiIAIi0DcIsBLes3UFzKgvYLXHhc61Hg7jQwXsMy6JzSsjiH8Swt32iqkzjIiHEapvgR+vwKqCj+U5F2MSygPRllVvf5YA0dsz0MfPP7fFgVtVg3xTE1KWb7wcxqUiGD00itpoHNXRECrDgN0mrGJ9b6sqYmNI1EJ9Pm8qZdTlfWxSAUi0XF+S6l9OwPUBJjidnQshWZ/BkE0qMEp/iMoR6b0IiIAIiIAIiIAI9DqBD5sdPFuXA70eXHo9hCyEihnsVRvDLjVJDO/E97eRCRtDwy6WwceqnINFGUcCRK/P7LoXIAFiXSba8gmBlqKH+jyrVwBh38Puxu0phsqw1aH6+EXgjY6HMSedhxVLml8Y2w+KmLwRX2RMHTuwCSzOOvioyYGfTKCx4Jv8JcPiIbnjDezHQncvAiIgAiIgAiLQQwSYbH5OcxFMJhkNWRgRC2FQ1Dae0xVhC6xw8WxdHq+tzmONFYNlYiZ8TAg7mDoyhS0qw4h1Mi8cQzDGJCNYXrRQjFVgcVblOHtomtfrNBIg1gvXwOq8uuCZEjZ+jPkYbGxWGcLQdmKuuorKKOaBqLeQtywszrqgAJIMyW2qq/gOtHEcz8d7jQUUPA9WPguv6OCj5jB2qomiogP3vYHGSPcrAiIgAiIgAiIgAt1J4KNmB/9ckgPtCtv3UBm2kTCLmcwVZyHjepifduHFk7CYs6GQMRUudq6Jm5wO63Nt1C4oQhQb04gkU1iRy6PR8VGtRBDrg7Hb+0qA6HbEG+8J6osemh0fVhwYHGV+h+4VA8YmwyabbcGysazgo8XxMWzjxacr72UCBQoQDUUgFIbnurBsG/NbXGQcXwJEL8+NTi8CIiACIiACItD/CSzMOLh/SRpr7BT8iGPCrFssoKXs1n148GNFwPOwScTFniNS2KoqjGgnvR7KhjJvR8RtDLaLaPJ9rMk7WJguYrvqaNtu+tyLBD6tXdKLF6FT900CVCpbsFajGhSxMDjSvY/L0FgIlSGYMp5uOI6VeQ9021ITgfUlwOeGXjQrCx5gh+D7vkko0uL6WJl3135e30HVXwREQAREQAREQAREoFMEVuddPLA4g+VeDE4+i0Qxix3DaYz3mlGVbwRa6sEv+nbYRtTJYd9BPo4ZE8cOgyIbLD7wwoZ/EobB902IYn6L06nrVaeeIyAPiJ5jvdGdaQ1dpZIpuI6HQYnuyftQDoVe8aMTISxqyAPRBJbnXbAGcELu8uWY9L4TBJh88oNmB0XfoqIF3/PgWZZJajqn2cGmqTA6kcuoE2dSFxEQAREQAREQAREQgXICTUUXDy3NYk7eQihiIeJ4OHRkAtsPiiLtrvVyzrg+mop5wLJQXZPEllURRLog+zxDPEbGbLzX4sGKJ7E81wKuR0W7dx21/Pb1/nMISID4HEADdXfG8dBY8GDZFvx0CwZXR3oExfhUGG82FFC0LSzPuqYcZyKkx7RH4Pejk+RcDx80FYFwBL5TxJaVEczPOHDDEcxqymPvoTEJW/1ovnUrIiACIiACIiACfYMAFw+fXJ7DG40uwokErGIeBwyLYcrQOPPao7KbTQpGboxMhBBenYabqERD0cPynINxSdkTfeMJMfUN+sql6Dr6EoHVBR+NRR/0XK+wXAyKdW/+h+DexyRDSLLmr2VjfnMBzUUFYQRs9No5AnxmF2c8rMx5sG0bQ6M29hsWR2U4BDsSxQrzbHudG0y9REAEREAEREAEREAEOkWA+bemr8rh5QYP4XgCcIqYXGlj6tCoER86NUgXdBoWC2EU0z74PupyRcxv2XirYThO/wshGdBS0EsvvYRp06Zh5cqVGD9+PE4++WSMGDGi1WP/xBNP4J///CdCoRD22msvHH/88caoKe+Uy+Vw2WWXob6+3uy75JJLMGrUqPIu5v0f//hHvP322+b9SSedhClTpqzTp69sqC+4oPuUFQVqYyHU9JDf0rB4GEnbQqMPFKIJrCn6mNhXoOg6NgoC/DX9XlMBrmUBxQK2rI1gYkUYw+I2GnJF+KEoFqTX1oWObGCCo40ChC5SBERABERABERABHqIgOP7eKs+j2fXuHCjcXiFHLatsHDwyKRJMt9Dl2FOUxu1MTYVweKCDSdWgUXZ9o34RemisTXoHdFTtk7AoVgs4u6778YLL7yAeDyOfffdFwcddBASiYTpsmTJEmNfNjc3Y/LkyfjRj36EcHhd0911XfziF7/A8uXLYVkWzj//fGyyySbBaUqvt9xyC1555RXzmfbsfvvtV9rX028GZDTMsmXLjKjASfAYG+554LannnrKTB4ngdtmz56N1157rdTnnXfewQUXXAA+MEHjQ8GJXrBggenHzxdeeCHmz58fdDGvv/71r834wfn4+emnn27Vpy99qMt7SPv0RABqIrapgtET18fYr2EJG24+AzsUxtKsi7wnL4ieYN9fzpF2fLzf7CAUjSHse9iaMYW2hXHJEKxCweSBmN3sIOvoueovc677EAEREAEREAER6F0CSzMunlzlIhuOw3OKGBv1Td4HVtLr6RYNWRgZD8HP5xGOxbAq76Gp2Nr79d2GAu5blsd9K1w8siwD5qToqUa787HHHsPSpUuN/UgvBwoO8+bNK11CoVDAqlWrsGjRIlx++eXI5/OlfcEb9qHd+cEHH5hx2Ofiiy/G+++/H3Qxr7///e/x4IMPlmza66+/Hg899FCrPj35YV0ZpSfP3kvnSqfT4IQdcMAB2Hbbbc1VUFTgZPzhD38wKhLFBipF3//+97HllluaPhQZfvKTn+D111/HrrvuarbNmTMHK1aswM0334yqqiqz7Xvf+x4+/PBDjBkzBpFIBHV1deB45557LvbYYw/T55e//CXeeustM04qlTLb+tI/rIBhJVLwXB81cQvxHlwppgr5TkMWLoAlWdeEYcRiXZCVpi8B1rV0CwH+6ViScVCXcxGOAUPiIYxNhMA8ppMqwpgeslAIR/BxJgNWxFj7P7ZbLkWDioAIiIAIiIAIiMCAIMDEki/U5VAfTsHN51BrFXH4qKQRAXoLwNCYjWqvBQ1uGPUFD3PTLr40aK0Y8nZDAQ+vKGC1HTeLra815DE0lsNBI9Z6H3T3Nb/xxhvGNjzrrLMQ2IFcxF6zZk3p1PTOv/fee43d+a1vfcuIB6WdJrrENwvgCxcuxG9/+1uMHDnS7D7jjDPw3nvvYdNNN0UsFjNj0uY89dRTccghh5g+1113Hd58801MnToVlZWV5cP2yPuel6R65LY++ySc0BNPPLEkPrA3hYJkMomHH37YHEwB4fHHHy+JD9w4YcIEUDh48sknzUPQ1NSEm266CT//+c9L4gP7XXPNNWDoxty5c81Yv/nNb3DCCSdgt912M5/5D70mqFKxX19rTB7TWPRgh0PwsmnU9FD+h4ADBYjKaAiWbWNxxkGT01qxDPrpVQTaEqC3zMzGAuxQCF4xj80rIqVkk3yuqqM2fPjIIIyVOVdlXtsC1GcREAEREAEREAERWE8CHzQWMDNjwXNdxNwCDhiewObdnW3yc66ROcDGpyImLKEZITDcgi0QH1YhCrdYhO86sMJRPLcyh7k9kCuCC9cUG2j8B+IDr4tCAG3UoDGPGVMAlPcJ9vE1m80a4eGiiy5qlUKAXvb04OfiNxsX2A888ECz8B4cT5GC5/v3v/8dbOrR1wEpQFBsaK9xgoOJ95nJrp3G2BrG6jDehl4TVJQGDRrUqic9ITihdKthY5/gIQo6RqNRTJ8+Ha+++mqwqc+8MvyCbkomASUcDIr2TALKAAAz1yY/eTLTVlSJKAMwev1cAi1FH7NM+EUUYfjYrjpivB94YDxkmTKvXj5vxC3+kcnRzUZNBERABERABERABERggwhwQeelVXk40QQs18GWFSFMrmnf1tqgE2zgQVVR23zv830PCEfxccbBG/UFPLw8bzwfnHweFV4BtSjQnwBpK4LHVuSQ6ebvhgz5f/fdd0ve9J93e7Q522vcTi8G2p20T4NGe5YL6kE4B/MPsm95/gjawjNmzMDzzz8fHNajrwNSgGiPcCaTMQlAjjjiCLN74sSJ2GmnncwDEvRfvXq1iZehoMCJ5OTR3aWtWME8D/SmoGrFNnz4cFBwaNvoFsOfvtbqix5aHB+MuhiSCGNwD3tAMNyDySj9Yh6ReAIr8+3/x+tr3HQ9vU9gUcZFQ8GH53rmGdq8Mtzql/IWVVHELA9WKITZLa6pRd37V60rEAEREAEREAEREIGNk8BbjQXMK4SNN0E18pg6PGlyb/WFuxmdiiCUbQFcB4uyHu5bkkEdoshnMxges3D02AocMSaFqO8C/G6Y9kwoSXdeO/M/0KZkEQMWOrjqqqtM2D+LIqxPo+gQhF20PY6JLAPBgXYok1y2bbRN29vetl93fB6QOSDaA0kFiSETzN/Atssuu5gwCYZIME6HDwkzijJ/xOabb27EB4ZgMB9Ee0lBys9B5YlJRLqzUQTJZtLrxAet7zlD8LG0xUJDwYMfKiAVKiCUdZAu0HW9Z5oFH0MsD6GCj5xvYSEKWBLNoyYMeCaFYM9ch86y8RDg05n2LLyxxgIDdkJOERPjDhqaXISNKGyBz9Uw10PM8pFzPSwtOFje1IJEjEEZaiIgAiIgAiIgAiLQtwnwKw2/5zT5YWQ8C4NDHuJw4PfC9+Ow5WNePoSXV7vw7RgqoiFM8goY4TajpZkcP12V7w2q/N4XznsYFfYxp+jA9S3krRCiNNwrYtg13IxtQx4yroftokW87ceRd0N4ZmUW46IexkQccwv0CKcneyKZarWotaH3NHToUOMdzzCJmTNnGk+EmpoaVFRUYP/998fgwYM7NTQXw2mHchH9sxq9LbbbbrvP6tLj+yRAAJg1axbuvPNO7L333uBDwUZVaYcddjBhFn/5y1+MgMDymkwCwhCMwOuBXhB8KMtbuRsMt1OBCrwhPqtf+b71fc/rKeTzcJy18U3B9a3vODTOlrdE4UWTZryqlAe7kEfWp3NSzzT+uqqxwoiHwkgzK6zvYWVLHsmYDxUu6Jk52NjOwj+CdQULCwqVRsEOe0VMinsoZDNg4SU+u3yumFqoJhxDXSaHcCSM2fVp1FZ6iFj8M6UmAiIgAiIgAiIgAn2XAC2OVUUfLxYr0RyrxKjmpZg6qOcNfZ6RizkvNYSwyq82VS9qrAx2qoExiPtC9jayisPCqFgEc/0I4DDUAqh0Mti9wsPW0SKa0kXj8b1bpY2lDRks8m3kQjH8p97FwYk0qiKA71sIhyOIJ5JdIkAsXrzY2JKnn366ySPIa2IVjNtuuw1/+tOfTMGDzj6B7dmhbY/tCTu07Tk/7/OAFyBYxYJJJEeMGGESRbYFtvPOO4M/QWNZE3o+0MDnD1UnKlDljSEY5duZJIRVN9q2jra37deZzxRBBg2u7UzXz+1TTKcRjyURTqcxuqYSQ2p7Pkwk6vh4PtOMXLgC9ZkWhKsrUVM14B/Xz527gdxhTn0RjavSCEeiGBr1sP3IwWijDRo8W3lZLCnk4EeiWEFFe0gFBunRGsiPju5dBERABERABDYaAsuaHLy1IIuw66PFr8CBtVWo7oXvMTMaHMxtyCMWjcJ289hjWAqb94LN8HkTt1XCwauLC7Crq5FKN+KI0Sl8aVDrHBX0OTgkUcBfF2bg2DZmpYvYvKoW+w1dN4T+8873efvpTb/99ttjypQppa4UCaqrq8HqFKy42NlGe5PiRdtGGzPYTi/+juzQIEyj7fHd/bn10n13n62Pjc+QC2YOpcsLK1V8XmPSSZY6Oeecc0xOB3o10KWFE1vemNl0q622Mg8St7PUJxWq8kaRYuzYseanfHtvvzdVJwoumK8lhSKq1vqv9/hl8by1URtuMY9QIoUlaQdOB4lBe/zidMI+RyDt+HirPodQOAKrmMf2g2Km2kV7FzqpKopkmFVWQlic99GYX/cXd3vHaZsIiIAIiIAIiIAI9CYBemuuzjmIJJImV1qu6GFBy7qLnN19jUxY/3JdFsVoAr7nYtvqML40qOuN9a64jzFxG3sPsrCJ14LDRDLLdQAAIABJREFURiXWER+Cc2xVHcGXa6JwCnkgFMGTy9KY38Lwlq5to0aNwpgxY9YZlB70bRe11+lUtoHiAYUM2qfljeID0wUMGTLEbKZNypwQ5Y2L6MwfwfQCvdEGrADx8ccf43//938N/BtvvHEd9lSKKCSUt/nz55tYm8AjgvE6F154Ie6///5WytJf//pXnHLKKaUSngzd+Oijj0plOTnmfffdhx133BFHHnlk+Sl6/f3qgm8SUPJCamMhU7awty5q84owIoUsfZ/wXmPelE3srWvRefs2gfqCi9lNRdjhCBJhG9tURRBiFtV22qi4jcoQHysfWTuKFXkXXlf/dWnnvNokAiIgAiIgAiIgAl+EQN71sabom9KRnuMg48EkV/wiY67vsa7vY8aaPOZk6Q3uodrNYrfaGGKh9r93re/4Xd1/UNTGEaMSOG2TCkyu6VgkYTju/sNiGB2FqZbGku2sipF1uzag5PDDDzeL06xUETR+J21sbMTkyZODTaVXlsukpztfyxsTSNLGfPzxx1vZrLfffjuOP/740lgXXHAB6urqWhVWeOSRRzBu3Dh84xvfKB+yx973gsNOj91bhydavnw5GHfDahbXXnstpk2bVkreyJKaX/rSl4yg8OKLL5pwi2DCW1paTF6IIOMolSeqSpdffrl5KCZMmGD633PPPbjmmmtKdVvpAXHFFVeYuJ59993XXNfNN9+MY489tsPspR1efDfvWFXwkGZECStgREKoifRsCc7y29uyKoqXVhewwrKwMAcsyXoY1VrAK++u9wOUAB/XBRkPBTsM2y1iRNzGqETHz20iZGFsMoSl9VlY0Tjmpx1sUxVFqpe8fQbotOm2RUAEREAEREAE1pNAs+NjZc6D734iQsTiWJhxTGLKnlhVdn3grfoC3mxwEE4kgWIBO1ZHMKmitaf3et5Wn+nOyn+Hjkzib4vScKsGYVFTPRyT3bzrLnH8+PEmN+Cf//xn44VP+5IVMPh69dVXmxPRq2H27Nng4jc99lk549577zUlN2mnDhs2zIxBG5OpBFhVccsttzT2K/MaXnrppSVPfG7nODfccAO+8pWvmPFvuukmk/uQ3vi90SyfkssAa08//bQpecISKIyPYThE0BhS8atf/cq4xlAduvjii80uZiTl+wMOOCDoWnqlNwU9Hjge3Wc4wbvuumtpP98wTOPMM88EM56yMYzjpJNOatWnL3y4e1EWr2VCZiV5v2QOXxnZuxb/Xz9O4820DSsaxS7xPI4YmQANSDURCAg0Fn3cuaAFcwohhNwCDh0Zx9QhMdhlNZGDvsHr6/UF/GtJBrlwEsORw3+NT2JkYkDqsQESvYqACIiACIiACPRxAvPSRdwxP416PwR6QESSFRjsZXDKxAqMjHe8+NIVt5VzfbzRUMDjK3JoDiVNKOt4pPG1MQmM6Effoejh8WxdAW835LFZZRQHDo8j1g3qzn/+8x9cf/31RhyYNGkSLrvsMmy99dZmquiFTw99etXTtmTJTFZdTKVSuPLKK7HnnnuWppQL69/97nexZMkSs42L68GCd9CJ9u55552HZ555xmw69dRTzWJ8sL+nXwekANHTkDeW8zmej7/MT2OuXQEmojx+RAhThqxbN7Yn7+fNhgLuW5xFNl6JwU4aJ4xNYGJKhmJPzkFfP9fSrIPfftQMJ16BZDGDH2xa8ZkeELwfxi7eMLcJjaEKFLJpnDYxgW2qO3bL6+sMdH0iIAIiIAIiIAL9n8A7DXnc8nEO9P7kGnI4GkXcyePoMSl8eXD3fY9pcTw8W5fHM3V5UynPcx1UoYivjkpick3/8H7o/09P37nDbtBz+s7N6UrWjwBj4ZvoZ+QDFSiiuhfDL4Ir36wijCExejz4WOmGwSSZA89nJ6Ch1/YItDhAzgqbXCGpkIVhnVgBGBqzMSRqg39Aw/EEFmV9FJUIoj282iYCIiACIiACItAHCNBlvdEBQqkK+J98Z/FcF1nfwseZ7kuozTxbDy7L4bHlObjRhCm5OTJUxDGjJT70gcdio7wECRAb5bR1z0WvynlIm0AnYEgsjKpo7z8elWEb41MROCzFGYthbtpFQ/HTkJnuIaFRNxYCVP9X511YtgW3kMeQqIXOPrWbVEYRKubASI2F6QKaiq3L6W4sDHSdIiACIiACIiAC/Z9A0Yf5zsOFuLDlIWUDvuvBiiawhHkgujionsMtzLq4a2EGrzQBkXgCIc/DZgkfx49NYoc2pSz7/wzoDruKQGe/q3fV+TROHyawuugj84kNRq+DQZG+kWthq6oIBodhYqDmZTwsz0mA6MOPUY9eGh+FlQUPlmUj5DkYnQobQaEzF7FZKoyKsGWO/TjroZ5/2dVEQAREQAREQAREoA8SaC56WJX3TIWG2lgY/H4cgWsqJJjklPmuW0gpeD7ebijgbwszmFMIm3OG4GGnCh8njEliQkphF33wEdloLkkCxEYzVd1/oSuyLpzI2pwPg6M2KsJ94/HYJBXGsLgNz/eRi1Xi43TRvO9+IjpDXyfAP5DGA8KyEbYt1PCZ7aSOMCEVRmXEprKFXCSBFcwq3ddvWNcnAiIgAiIgAiIwIAm0OL4pHc4vK1HbMjnRxiYj8HwPLUUPs5uLXcIl4/p4cmUedy/MYIUXgeX7iLhFTK22cPToBGq7IyNjl1y5BtlYCPQNC3NjodWPr5MJKBsdD+FYHIVMGrV9IPwiwM3qiJsmw0CmCT58zE8XjQIc7NfrwCXAjMxLc2tDMCK2haHxUKc9IFhMZUwyjGJLEws+Y3HWLYUgDVyiunMREAEREAEREIG+SKCp6KHesczCCTWAiRVh8z2GgkTOt7Ao+8U8ILjQtzTr4o6FGTxRV0A+HIfvuki5eRw5IopDRsYRVyW6vvhobHTXJAFio5uy7rngurwLKqv8JVbhF1FJq78Ptc0rIxgWXXtN8zMeFmcVhtGHpqfXLiXv+liddUwpKDozMLnk+rSJqZB51i0KWy0OGhSGsT741FcEREAEREAERKCHCDAEA4kK45FAIWB0PAR+j4HnIpxIGfHA2cBM7TQB3mwo4pYFGczK2oAdhuV7GBd18c0JKUypjSL0GeXNewiBTtNPCKzft/V+ctO6jXUJrCp4YIkdehgMiYfWuqav263XtoxNhTEqEYbvefBTVViQLsLtBX95npK/3On6v6G/5HsNYj88cYvrw4/EwCzQCctf77ChTT8Jw2AOiWX5teEc/RCTbkkEREAEREAERGAjJlDkgkvBA2wbueYG1EZs4/FZG7UQdQtcP0SLCyzdgDxpFDbuX5zB3xdlsNpf+10bhRymVAPfnpDCllVR2BIfNuKnp+9derjvXZKuqKcJMPxiYcYFXbvCcQtDYjaq+kAJznIO9H2YmArj/eYWFBNVmJt2TEnO8anue4T5y5w/rkdZxsKynIulGQdLci7W5D2MTISw15AYBvWhcJVyZhvDez57lmVhQzz6KECt/CT8wsnnMGRQBPZ6Ou7URG0MiYWwIltAJJk04Rxb+0Afyb+6MUyhrlEEREAEREAERKCbCTS7PlYyyaTnIW4DtbGQOWNFJITRCRsLXA9Zx8OiFgfjEmv3fd4l8TvugoyDactymJvx4JuQiyIGhTwcMDaFnQdHEVvfL1afd1LtFwEA3We9CW+fJ8BfPEuzDp6tK+Ct+gK8UATwPQyJ2qjcEIuwm+9488owXltjYYkPLCvapjRQVwoQ9FrzLRjPCoakLMm6YGLOFXnX5Aco+DYKjoui78ODhbluFMNiRexaG+vmO++fwy/OOnh5dREMf9hzSAzD4537gxnQoBfKmk8qYLAc1foez3GoV4xP2pjVnIcXjmB+2sGavLtBYwXXpVcREAEREAEREAER6EoC9FJYnffMCkllOGSSs3P8ZMjC2GQY85t8MCyVZTP36MSJXd/Hy6vzeGplHvVeGAhFYHkuNk9ZOHh4CuOTIYVcdIKjumwYAQkQG8Ztoz+qsejh+bo83mgoot61gHDUGIJD3Aw2r4x3OpFfT4KgMMJfsgub8wglKrAwnUa2JorEBoolxrvB99FQ8IzLGlfTF2cc88ubZnHB8UyohccKC/GkEWc8UH12YXk+XIQwL53DNlVRVAywJXMmKvoi7njzWop4cGkOi90IwtEYahoL62308w/tGsZDWhFELAu1G5i3hKWkKkJ5NLHedcZFg+NjeE8+2DqXCIiACIiACIiACHwGAQoQZtElAqTCFoZ+4gHBXBBjGaLc4CCUrMDHmSyYoPuzkkU2FD1MW57DW/V5FMMJAB78XAb7jUhhz6FR1DCplpoIdCMBCRDdCLcvDs1V4xn1BSM+rHZDcOwoYHuwnQJ2GBTFPkOiGJ1cv5XonrpPuuozGeW7TVm0WHGzWs3KBZMqOvcYez7Q5PhYnnWMd8OirIPlWQ9Zzwft2ILnoehbiCRT8H2GXbgm+y/d3dxsGjURy4RdhG0bc5od5FzHhIKsKrioiHTuGnqKVXee56VZc3Hrf17GjhPH4Nv77IZUbP08QD5sKuDhZTkscSPwKebYNpbnXOQ8H/H1cPXLur4pncnj+Yd22Hp6UASMWI6T9bSbPKAYS5qwji06+UwFY+hVBERABERABERABLqLAPM7OLGEWfxJhq1SKUx6cg6N24g6eTjhsEkoTw/eTTv4HjO72cHDy9L4OGfDCsfhuQ4G2S4Om1CB7aujiG3gol533bfG7Z8EBo7V1D/nb73u6oPmIp5ansWSvIVCKArfBtxCAZNSFqaOSZocCxXhvq16blYRxqi4jdkAmsJJLEg7HQoQGdfD4oxnwkxYVmhFzjUJevKeB4bRFXwgFE/ADtvwmNzS80zG32I2g5TlG7FhRBWTX0YxLmEjEbIRDVnGbf/meS1YakewpuCCCTwnpNZrKjbazotX1+NHt/wD7y9ZhgdnzMT09z/C+Ucdgh0nju3UPX3QVMBDS3NY5kXgeS68YhF2PoLmiI/mgof4eogIFNNW5VyEKiywBOeGhGDwouk4MSphY+6q9NrVg3QBO1RHUKUVgE7NqTqJgAiIgAiIgAh0HwF67PL7ph1JgN9Rq1JA+bd1Vq6bWBnBRznXhGF8nHGwSUXYfF8NrooLbc+tymJ6XR4NfgRWyDYJvLdLWThgRArjkq37B8fpVQS6g4AEiO6g2gfHfH1NHtNW5LGav3TCtll5HmIVse+YBLaqDIPJ+DaGxnCLMYkQ3q9rRKSiGgszBZOfgREQdTnma/DA/A2mqodrI1N0kPd8k5gnbMQGrrp78EMebM+DVywgBs/E0o2M2xiXjGBYLIaKsGUS71AJ5up6WzrjkiEsqm+BnajAgnQOW1dFTBzexsBwQ6+RfwBnzPkY7yxcCmZ7bMgVcN9r7+LdRctx2kF74zv7TkEyFu1w+DfrC5i2LItVfgTMouEX8qCc4/semhwPrGgxtMOj193BMCJEY/Adx1S/YBzkhjb+4U3aeeQA8A/3moKPqsiGjqbjREAEREAEREAERKBrCDQVfdQVPOOdG3LyGJpg2MSnjYkoxydszMr6KMDCgpYi/GHxkgCxKu9i2tIs3ml24ETiJpFlyCng4BFx7FoTUTL1T1HqXQ8RkADRQ6B78zSv1xfw4NIsmhnn5btIFLPYY2gCO1bHzCr/hpttvXNXVHWH1uexxiniw2zB1D1mdaC865m4N1YpCtFNLRKBH/FM7oZwmOazDy/bgtFxG2OS4U9Eh7Ur3fRsoLjBn7ZiQ3t3yWuY2VBAlhmE0w7qCx6Sncw63N54G8O2lmwOL82eZ3jCs2AShVgWZq9cg8v/MQ3P0xviyIOx06bj1rkdPoOPLMuiwYqZzI+VXh5TRiYxJ+1iIaKoz+ZgBIV1jmx/A+tV1+U9E77hFnIYmop+obwlLMc5OBrGMstCPWJYlXcwgbW11URABERABERABESgFwk0FVyszruwwhZSIQvDY62/qdKTc1wqAqwumJxly3IZMMkkc3W901DA4yvyWJzzYEUYcuFieMjF4ROS2KIyjOh6hL72IgKdup8RkADRzya07e28UV/EwxQfQmt/6dTaDr46NmlyKXxWgpq24/Slz5ukIhiTjKDBDaNgR9EYjgKWDYR8ow6Hfd+4ljktjeYXMsuKsmTmsFgIg6KVoE7A1XKGVGzoovmkiigGRXLIWhZW+lFTGml0Pxcg1rRk8MRb7wN2CFXxCE7aZwqef38O3lq4BA35Au6f8Q4+XLIC391/D5yy/x4lb4jpqwt4cnkWjYjCtm3UeFkcMTqJrarCWLUoi0WsLhJNmTKwnX3OPq2AEUIIPlgH+4s0llKtjVhYnCsgHIthWTaHoueb0I4vMq6OFQEREAEREAEREIEvQoD5y0wFjBATUNoYHG29QMJvQEwcmUIRWT+CrAe811jEypyHl1bn0WjHYEV8OPksJtdEsd+wpEnq/kWuSceKwBchIAHii9Dr48fOWJM34kNjaK27FcWHo0bFsW11x27yffyWzOUxNH/r6gg+WpaGXVWB3Jo1GBKluGBjWGLtL+baeAhVI6tMKAWFlmTIRleG9DO3z+hkGIsa0oikWJEji22q/H6tJH+0bAU+WrYSsMIYOXgQzjvyIJy83x645ekX8ecnn0MOIcxaWY9f3fcoXp41B2ceuh/yg0fjyZUFtNgx2JaNGj+Pw0fFseOgtfEN9Djx0gWEYlE0FOlP0rmWc+kB4ZpriYXsUj3szh3dfq9xFWG835KDG4l8EoaxYaU92x9dW0VABERABERABERg/Qk0Ox7y0SSjX03I6bB4aw8Ijsj88WMTIXyQziPjA/9ekkXa8eBG6f3sI1LM4tBRSew8mAto6x6//lelI0RgwwlIgNhwdn36SLq8P7Q0i6ZQ3MTY11r9Q3wIoG9TFTGr3gULsGurkLAtUBCmZwMFhzBjMrq5MQ/ETJYw8nwsMHkDPIxYjySK3Xx5XTp8Op/Hix/MhQcbIXj40oRxGFpVYX4uPPpg7DppAn7zwJN4c+FSrMnm8a9X3kZs3JYYNmkwcnbUiA+jQwUcPCxuxKPg4kzukfocEI0aD4iM4yHZiUSoOZf1sF1YEQvM/zG0C3KYMA9EVdhCg2VhYbpoBI4NTWwZ3J9eRUAEREAEREAERGBDCbAmW33RMwkombi7OhFqd7GL350mJEN4v6UIz7LQxCp3UUZeuxgb9XDAqBS2qorKs3NDJ0LHdSkBCRBdirP3B2Omg/ebinh4GXM+JE2yycFwcPSYBGi095fGlfOJjHczrXce480rwhgSD2G5BSzOASuybr8VIFY1tuDxt94FbBupSBiH7LgVBXWTd2FwRRLH7PYlTBo5DLc/+zLufO4VTNxhV8QmbIN8OG4U+5FWHkeNSmGTVGvVnY4QCctDgVVNikxECSQ7MZ1MLNrg2rCiNhh9wRJUX7SNTYYwOGqj0bLgJapQl3OA6i86qo4XAREQAREQAREQgQ0jkDbhF6452C9kMbi6/dLnzOWwSUUUVh37+ibhOhOtT6mNYq8hSfT3MOENo6ujeotAJ77q99al6bwbQiDj+nh8WQYNdtwkC6y1ijh6dP8SHzaES3ccUxsLmbwBS/IFUw1jWT6P7dC6NFJ3nLc3xly0eg3eXbzc3N2QqiT22mazdZI+bjd+NH581MFwRkxErmYMYrH/z953gMdRnWu/U7eq92bLvdsYF8CmGQi9EwJcEkIScnOTG0jCzU37yU0IJCGNkHITkueSAgkJaRAgYIzptsE2Nu7dkm31vrva3dnp//MdeYUk27ItraSVdD4/69mdOXPmnPfMaue85/veT6UcFzi8bw/W73oP8pwJ+PfLzoff8/6PZwHpcigimlmKKQftuo3CPuJKx+tviNSgFRVwbPhlCQFp8AQE/XiX+mQc7Iix8TyiJUBxl+QVwY0jwBHgCHAEOAIcAY7AcCMQNskDwmUPlz44yO8nirrIJ2GyD6iTM6HGI7i03IczslVQmk5uHIF0QmDcEhCO42D16tX4y1/+gvr6ekydOhX33nsvKisru8eHyvzxj3/En/70J7YvMzMTn//853H22Wd3l9m/fz++9a1vob29nQkgJg/cfffduPTSSyFJ7wvFfP3rX8emTZtYkc9+9rO48sork8VTtqUJn5fEFV0ZWWYUN5T7x5TnQ8qASlFFlQEFu6MabNWD6piFdt0BiV6OJYtT+MXeapgOZQhxcMbkCSjMzDymi/T7uCkuI2vSHAiGBVFWcXDvDrz75storqtF9cG92HK4Fv9x6QU4e8Zkdj6RDxmKxAiIDt1GJ6XWPImRsjMLvxAluEYCRVmp+zM2ISAh0EHxkw5q4haaEzYySfCDG0eAI8AR4AhwBDgCHIFhRiBi2uzZEj4gSxFR0E+oLyXvuqnch4aEicx8Epznzy/DPFyndTlN0/CrX/0Kq1atgs/nw9VXX42bb74ZwWCwux6aZ37hC18AzUnz8vLw05/+FDk5Od3Hjxw5gvvvvx+NjY295qF33XUXrr32Wsjy+/fAQw89hDfffJOd+/GPfxwf/OAHu+sZ7jfvt2q4rzyC1zt06BBeeeUVJBIJRiZ0dHTAtm28+uqruPDCCzF58mSEQiGsW7eOEQsrVqxgrXVdFxs2bGA3yfz58yEIAtra2ti5REp4vd7uXpWWlrLjyR1EXITDYSTr+vnPf454PJ7ywfeKAq4p9aMqaqLM78eUYDJMIdkSvk0lAtMzFWxoN9ACoLrTQIOmIt/TDz2dyosPU12tnTG8vG03S58ZUBWsmD0dktibZIlaDlY26ni73YAjU0pMEbNVE4vKvAj5JbSKIkKmg7++swV7Glpx+7mLcOdFy5Dp9TJFZ8EBhEAQYavLzbC/rpEAZch0IUCA6JDHROruccqwQp4tGrUXKlp1B1Pf/x3or1n8GEegGwHKub4nYrIHxalBZcDZdror5G84AhwBjgBHYFwiQB4QEZcyfgGZaldGtxMBIQkCynwyynwnKsH3pwsC1dXVePvttxEIBNjckIgCVVVRVVUFmmOS7dy5E1/60pewePFiRko0NTXhk5/8JCMtiIwgo3moYRhYsmQJq4vtBFBRUdFrHnrfffeB5r/Jeejvf/97RKNR3HnnnclThnU7LgkIIg7Kysowc+bMbo8HIhceeeQRPPzwwyByYPPmzWz7u9/9DoWFhd2DQizV//t//495Tvj9fsYs3XDDDYyx6i7U5w2xU1Q/kRALFixgR7OyshhbRURHdnZ2nzMG/pFy/pb7JfYaeC38zFNFgFJ7FnolNJs2HF8G6jULc7PZXP1Uq0j7cvXtIbx3qBaCKCIvEMAlC2b1anPMdvF0bQybIy5ExQNy9Fvgs3FVqQ/5k2ZhZk4AT655F4+/sQ6droRtdc049PcX8V7VEdxz2fnIySiD2aFB8fsQsTSQjkl/zoJx20ETZcCAyrx9UulxkqUIbDwPRw1IXj8aEhoM24U60HytvZDiH8YDApbrMjJuVxzIEE18dIKI0jGeonc8jCvvI0eAI8ARGAkEOgwHoi/AVsADigvSQOM2uhGgOeG2bduYB/4999zDiAfqES2M02J18v3Bgwcxd+5c5uGQ3Edz0AMHDrC5I3nZ04s8J2655RZ23vH+q6urY3V/5jOfwbJly1iRkpISNg9tbW1Ffn7+8U4b0n29lzGH9FLpU3l5eTkuv/zybvKBWkakBHkwkNcDGXkn0L6e5APtnzVrFshjglxhyGuioaEBxcXF7JwT/ffggw+ycIwko0XlyDWGzn3++edPdBrfPwoQoN+Bcp8MIRGDpCqoT9gIGycPI0j3rtXELKxrN7GjXcM7e6sQ6ozBNnTMKC3GxIIu1pX6QCu9T9fEsDHsQFBU2KaJhT4b1xD5cDQzxcLJE/D1m6/EIx/7EM6aVAHYFhOcfOqdrbj7saewdusOeG0Drg2EDRvRk4RhaCwFpwNSt6RL5Kup5VFLvCJkI85Iw5q4ibYxMJ7pfr+Npfa912Fgc7sOU/GiTfChJm7DIVaNG0eAI8AR4AhwBE4DgYTdpf8giAIcLQaWOew0zudF0xOB2tpaNs+8+OKLu8kHainNQ4uKilij9+zZg6eeegoUvp80Ok7hGLRQniQqiFwoKChIFjnu9vvf/z4WLVrUS0Lg9ttvh2mabEH9uCcN8c7UPrkPcWNTVX1PXYaedZLGw4wZM9guIgtIw4EIiSRbRAeIfLjmmmvYTUIkBA38li1bWGjG7t27GTFBng49yYbm5mZ2gxGhkTRRFNl5xIJxG90ITA5IyJVdtLtgOhCNuoPsFKSFHClUaML0j0YTDZqJAGw0SHmYueBMaC0NuHpB1/eD2tai23i2PoHtURey6oFlGliWJeKKUj/Ik6CnZfq8uO3cpZhRWoI/vrUeT761EWHdxPrDDQitewcXXFYIvy8DIdNGh2Ejo58c1ZrlIiYoLMxDEQWWjrXntQb7flKAspt0CWPWJVw0JiyU8BXswcI6Ls6n0KDXmnU4sgwnFmXePLWahHm2fErpZccFSLyTHAGOAEeAI3BKCJDgNoWvkluoFxbye4h4n1IFvFBaIrBy5Urs2rULt9122wnbR94QNOfsqQdBhWkuSRqGdJyMFrOJ0KC56L59+6DrOj796U9j6dKl3XW3tLQwTwmaeyaN6qEQD/LmHwkblwTE8YAmJomIiRtvvJEdnjBhAiMakiKUV111FXN3oUGmkAuK1bEsq1svgsRDKJSis7MTdGPl5uaCPC3IPB5PL2GQ5PVpP724jW4ESn0i8j0S2lwXMcWPOs3CzFEq/KPZDja0JVAvBWAIDizFD//kOTgnuxDRlgaolSXMy8N2XKxq0rFTEyHKElw9geW5Cq4u9SPQj9rymZMrML20EEumTMTPXngNmw4cQkcojOa2dlQWlCBig736uyNClg1XVuFaBjJkET75/T+o/Z13qsdKvJSOU0ILBNjeIFp081RP5eXGMQJEJa9tSaCZOEJPAAAgAElEQVQ+cdQbyDYYSdaQcKA7wMj8xI/jAeFd5whwBDgCoxyBsNmVHaxLgFIacyLno3x4Btx8Ep+kBWgKw3/iiSewfft2kHbgxz72MUycOJHVS2QBaUJQuZ4L2LT4TboRSZs0aRKIYCDvCArvp3noyy+/zMIqSNOQ7ERzTaqfzhsJ4wTEUdTfffddxhx97nOf6x4HCsN47bXXMHv2bMYwEeNE2hFJ1VAiLEh8kjwkejJUVO7b3/42Ew6hG2Pv3r2MxequmL8ZUwh4JBETggr2tsSgBIOo02Igr/3R6ARxMGZjhyZC1zvh2jYUWsOVFGRl5yIzJxc7bBOhWg2O6+KQIbIwJBk2Li7y4uqSU/sjFvR6cOu5S+CxbHy2qRXxeAyJeAwgAscREaF0Gv1Y2CIK2IWjJ1CUeWrX7Ke6Yw6RV0WJX8Gedg2S14c6TQPpXAR43OUxWPEd7yNAnkMbOgxAkmAZBjtAiw31mo3E6I/Ker+j/B1HgCPAEeAIDAsCYYsEKGWW9jyoSKjw8mnbsAA/xBfJyMhgYpPr169nVyKygRbC165dyxa4aa5JApHkWd+XgEg2jYgIMhKopPAK8uJP2po1a/CDH/wApPkwb948UCYNKpdOxu9kAHQD/OY3v8Edd9zB2CMaIEqr+dZbb+H888/HN7/5TUQiEZb2hMQ6SEWUGCpipHoOeHJgL7nkEiTTmxABoShKr3ScyXI9Ga3kvoFu6UaMx6LMK6Orjv4ncQO9Dj/vWAQo2CDHcBCwBLRFJRyGiZ3NHZjmsWH1K6d4bF0jtYecFkgg8p02ASHXD48iQDSiqN+zA622itLKKcgrKYPteHDYceA4NlzYKMwOYFK0HmepFqKhOEiA71SM/thOKM7FpMJcbNhbDS3WCdexEXdENHXGEJU6YfWpSoSLTltEQ0SEnlDgcW2oiSjCHV2u7qdy3VMpQ+OZa7rwGkDIAY44Bva1mKNqPE+ln7xMahCg+8WCiFXtEtoMF6oqojIIdFgCQqRpAgF1oTD8Hhf0jxtHgCPAEeAIcAT6Q4B+V1xBQF1EQNzxQE4Y8Ig6tEgC8f5O5MeGAAEaDTBiwB8IomcYw0AvRuH7FC5BGoKXXXZZdzW//e1v8aMf/YglRKDr0Pyx71yx72ciM/raueeey7QGKbMjERBUT890nMnyfetK7h+O7bgnIDZu3AgSiTzvvPN63QREMpBrDJEPZEQ0XH/99Sxlyne/+138+Mc/7jduhmJqkjdpLBbrjtXpOai0n2J1UmVEQtDEkNkpTgRTde3xXA8FAJR6unIzt1pATA2gQQthuuriKEGZ9vC4IrA3YqFeKoCj68hWBWQZHfjLyyvRYktYMG8+7rzmCrS7KupNEUowAERCWCQ5WFzkgQoHRl/GoL9euy4qcrMwtbgAa7ftQawzAlPXIUgqQroNzbRB6aR6mQAmUNmaICpCgUcUkKO4cGwiQ1JnogCUeUTkeyWELAGaN4jGeHhUjWfq0OA1nQwBuku3RAxUWTkQJAuyZWBZLrAlCnRQiKYkoT5uYoIE9BOddLLL8OMcAY4AR4AjME4QoN+VTttFc0IEBA/seAwFOZR63MJJnETHCULD2M2jz6KOk7pwX/Kwp0yMycyIyd4QmfDSSy+xjzSnIy8ISnjQkzwg4UjafzINQQqtSGoe0vWSmhHJa9GW5qHJMj33D8f7cU1AbNq0CZQXldxSKM9qTyNRj2RGjJ77KVXJX/7yF3znO9/pl4AgFdNkzA15URAh0dONhm6gOXPmsKwaPesf6HsiOzKzUpfOc6DtGK/nEfITLQ2HwiIcRUFUzkAg14v3o7TSGxnKLLG3IwrSV1AlERVeF4LZiSOdOiRZghJqwC0VATQ7CnaEdCRcDWWlPizPJw2T4IA7t3BKJf6WuQWxWJR58OQUl8GADU92EJnKsdVGEy5i7RH4vH74TBtTCrOQ40ndj0LyijSeJYk4ajSZCQrG1NE1nsl+8O3QIxC3gC0dccQMC7Ik4sygiqUlAUSbdeyLa3AVFWFZQXauDyolcufGEeAIcAQ4AhyBkyAQijsItUcRCPjhEwxU5gSQkX2cB6OT1MMPpx8CU6dOZcRC35bRXI4IBzLKbEEh/hSakZf3fvY5IhLIs4G0B/szmocm9R2WL1/OdAp7zkNJx3DatGknzeTY3zUGcyz1T+6Dac0wnktqoeTmsmLFCqbX0PfSJChJBALF3/S0w4cPs4EndxbKz0qCk0Qm9LSf/OQnLHSDwi/IvvKVr4DicUhkJGmPPfYYSwNKuVu5jQ0ESr0SPGYccMBWPCkmfDQY/UF6tz2B3XGXMlsiW7BQ7MTwzp4DUDwqvJKA8+bNRNDnBWX8uLbMjw+VJ8mHwfVwXmUFJhflMQJCY4yuw1J0tukk9HCsxUwbnYLMNCAoF3Zen2wbx54x8D0VPglSPALXcVEbNVBHLA03jkAPBCi95pstGo7ETbaKkAUDFxZ16ZJQOlf67giiiJqojg6LC0H0gI6/5QhwBDgCHIF+EKiLm2h1JJLHQo4qgX5TuI0NBCixASUqoLlg0ogQoKyJV155Jds1ffp03HrrrSwcI1mGyIdf//rXLBUnzVOrqqrw4osvspSeyTK0ffTRR7Fw4ULMnTuX7b733ntZxot33nmnu9iTTz7J9AtvueWW7n3D+WZcekAcOHAAn/rUp1gKFBLu+OlPf8rSZxLwFI9z+eWXM3HJr371q3j22We73WGIlSLigcIySIGUwjRIpLKmpoaxU/X19Yy0IBHKb3zjGygpKWFjWVlZybQZiJigWByyVatWMbXTnJwc9pn/N/oRmOCTUOSTUSsAzZbA0jdW+NN/ybPFcLC5w4DiDQCWgQX5XuR2tuH1XQco3w8KMzNw0dyZQzJACyrLML2kCOsaI9DiUVDMStiwT5gJg9J0wuODbRrIUAUWhjEkDQNQ7pdQ6JPRJAhosQQ0JWyU8XScQwX3qKz3SNzC2lYdouKBmdBwfpkPhd6u73ypTwI55yREEW16V/hQ0RB464xK4HijOQIcAY4AR+CECNiui1bdgeAPwLVsFHgk5HnS/3nyhB3iB3ohQN4J9Prb3/7G5pWkO0hhFeRlf//997OytAhOWSx++ctf4oEHHgCFZzQ2NuLIkSPMc4HCMgzDYHqFNB+l+SvNQ8kz4oUXXmAkBc0/yYjsoFCLX/ziF0z3kPa98sorLKsjXXMkbFwSEE1NTSz8gVRGiQhIKonSAFBMDulBELNE5ATpQDz00ENsbCi9CbFIyZid+fPnM+LhD3/4A/OG2LFjB8uYQTdLMgVnclCJ5Pja176Gf/3rX2zXPffcw9J8Jo/z7ehHgDQDClQRNaYDU/WhMaGTMwTSmbM2HRdbOwxU6wIUn4AiycG5BRLeqGrFgZZ2iKKE0pxsLJpUMSQDlBcMYEZpMVbvPcRCMIjq10QF7ZRGpI9R3GNLwoHrOLATGnIDQ5vCtsArI08V0egAhsePWs3AGTnpPZ59IOMfhxABzQFeb9HRCYmSsmBSQMaSXE/39z1TFtmqVYdhAooXbYaDyS7j9IawVbxqjgBHgCPAERjtCIRNF816l9elE4+iOFMFT8Q12ke1d/s/9KEPgUIx/vd//5eRClOmTMHtt9/OiIZkSfJgIM1BytBIc1UKxSAPiNzcXFaE5qyf//znWSpPSqiwc+dOkPc9LXgnvfCTdZF+IWkeJuehd911F0bK+4HaJLgnU7FItpxvOQIcgZMi8HpzAs836hAzsjDNjeKmcj9yRzgfp2aY2F/fhLhhItvvQ15mAAGvF35VQb3u4olDUbTAy+LTz/DomOuE8MgLr+MP6zZDhYtPXrwMP7jz5pP2faAF/vTWBvzXb/6M6csuwZLzLobg8eAcVcMNZb3j20Kmg3/WadhukiJ0DJcXe3FhwdCSEC81xPFyhwDR48M0IYabK3zIVtKZUhroKPDzTgcBEj19q1XH32vjkDw+KEYCH670Y26mytKlJev6R63GQjRErx/nZTi4vMQLn8TvnyQ+fMsR4AhwBDgCxyKwt9PEX2tiiHizkZUI44YyP2Zncf2HY5Hie0YrAuPSA2K0DhZvd/ojMDEgo1A10AqgIW6iMWGPKAFR3dKGp9ZsxDMbtqKjM44J+TmYXlqIwuxMLJo0AR3ZZWi2AxBEB52NDXi9ejt+V12FzYfqiJ9EXoYfF82fNaTAnzGpAlOK8qFpGnQtDq/qYWEY5ATRk7tJ2A46TBsCBFAoZH7Pg0PUwvKAgqz2ODrhQ2PcRJOmcgJiiLAeTdVWRS283KhBUjywDQPn5KmYk6Uck3S32CvAJ0swIKJeNxGzXPAontE00rytHAGOAEdg+BFo1h2EHZkR2uRdSyF93DgCYwkBTkCMpdHkfRlxBIqPhmG0CUDIldGg2Zh9vHQOQ9xS8npYv78aP3vxDby4eTslMGaEQk0khnVVNTD0BCqnzcayS65EfoEPejyB97Zswfo3X4bq9XaltZQkVOTn4szJE4a0tVOLCzGjrBjro52Ixzrhy8phEzXSeyjsEfPYaQHtpgAKrFdFYViIHdJ8KPSK6BSBDldCTdzCjBEYzyEdAF75aSEQMV280pRAFF35uSd4BVxS6IV4DP0AVPhleCUDpiSiOeGC65ieFtS8MEeAI8ARGHcI2C7QpNkQ/EG4toNcj4jsYVhwGXdA8w6PKAKcgBhR+PnFxxoClJmh0CdhZ8SAEsxAQyIOy3EhU3qJYbIjre3485p38ejKN9EYjQOSDMVxMKEgFzZ5EcTiCGk2snOykZuXD0EU0FRfg6rdW5HlVZGT6UfQ50OO34uPXHAOirIzh7TliixhzoQyvPXOLsTjMeQ6Nst/TTGQhUcjLBK2iy0detekz7bhZ/H1Q+/KTuEWRV4Z++MWG89GffjHc0jB55WfFgKUyGJdawK7NbDsFgFHx+VlAeSc4OGw0CPCJwIRuCx7S9h0UAG+knVaoPPCHAGOAEdgHCFAWcCadIdl+7JiEeRnDG2o6TiClnc1jRDgBEQaDQZvythAoMQrwdcWh66qaE5YLAyj3D/0XzXdsrBhXzV+9PyreOm9HRAkihd0UJSZiRuWzMcHzzkTumFgx5F6VLe2IZZXCcXnh5VIIFcwcd3cSZhcUoTpZUWoLMhnhEVOwD8sgzJnQjny39uHWDQKEqLs0G20GTamQYbjunivQ8eGDhOCKkPQophX6gORPcNhxZSOsy0KN5CNZmP4xnM4+savceoIkO7DrrDBvB+geuEaCZxT6GWhFyeqxSOJyFMF1McSLFyjSbcx21VYutsTncP3cwQ4AhwBjsD4RaBJd9GcMOH6ukJNS3xD//w4ftHmPR8pBPhdPVLI8+uOWQSY275HQg2AZsNFbdzGUBMQES0BEnP8wTOrUR/phCArUOBiTnkx7r7yIty8bDHko+J3K+bNRNQG/nokht2QIDsW7jh7PpZdtXjExmTBpHJMzA6gTUswAkIXZYQNmvIBdZqDtzssOKofcB0W0rI8d/jEmMq9Eii0pp7Sqw7TeI7YQPALnxABisl9tUWHpXhYutgZGTIuKPSesHzyQJlfwe5ODS48qItbiNouMuXhIc+SbeBbjgBHgCPAERgdCDQnbHS6EhRRAKVuLiM3Om4cgTGGACcgxtiA8u6MPAKFXgnken3EcmGqftRrBoChc6FrCXfipy++hkdfehMx8hF3HeRnBHHD4vn4/DWXYFJh3jGgtOs2OgwbUIFMRUCOOrIToqLsLFRmBVHXGWFpNj0ZGYhZcRiOi/XtOupsolOAfOg4vyAA7zBmEijxdxEQDRaGZTyPGSy+Y8QR0GwXbzQncNgUIYgSst0EriwJIHAKRAIRkn5JRFwQ0JBw2Hc0U+ZhGCM+qLwBHAGOAEcgzRCgBOQtugM5mAnHtlHol5Ch8N+LNBsm3pwUIMBptRSAyKvgCPREgKby5LZvRsKQFAUtpgvSMxgKq25qxRd//3c88uzqLvLBtjC/vBg/+siN+OFHP3hc8oHaQeRDm+Ew2bwsRRiWjBIn6/+cihJ47AQ0LQbXdtFpuXirJYENbToT0BT0GM7K82BqcHh5U/rpJw8IW4tBkhU0my5CQzSeJ8OIHx9+BOibuy2kY21rgpEPsqnh/AIvJpxiWFW5X+oKFxIl9mAZNekRkxtHgCPAEeAIcAR6I9CWsNGq26AVFzcWQcEILw71bh3/xBFIHQLD+ySfunbzmjgCaY1AKXlBqCJCFIahWajTLGQpqQsbcF0XWw/V4stP/ANv7TkISBILuVhxxiw8cOu1mDehrF98OkwXmqSC/gBkSAJylJHnIudOLEd5QyfTgfB4fNhrmTjYCZiSh8n2zclSsTx/6DxJ+gOMCIgcJBCGi6aEjZq4iewstb9T+LExgsCRmIVVTTpEjw+2aWBBpoJz80597Om7FZQFtDoW4PWjw3CYN8/I+hyNkcHh3eAIcAQ4AmMIgfqEjRYiIHxAgUdCgZd7P4yh4eVd6YHAyM86ejSGv+UIjBUEirwi84Kg/rSaAmpSmH/PsGy8tGUXPvrz3+GtvdWAKCGgyPjIBUvxi0/edlLygVZ0KQRD8fth6TqyZGFYs3ScaIxnVJSgLNOHWCzGwjBIpyJsCxBkGYWigQuLfPAOYzaRnu0s7jGe7SZQn+Cr2D3xGavvyQvnzRYdHVAhCAJKVeCyIs9pf18oh7sTjzFPHgrDoKwu3DgCHAGOAEeAI9ATgbq4jbAjgdxTCzwiC+fteZy/5wiMFQQ4ATFWRpL3I60QyFQksEmHbcGTmYWmuI1UzDnihonfvboOn/31n7G/sY39SJFnxVeuuxQP3nYdSnOyT4pDyHDQbjqUbAKKoSEvTRh2r9eLsswAtEgIokh/mlyIigzZTGBBhohC0UI4rrEXiW7qpsUyZJy0wykoQGkWSYnatW14M7PQTimyuI1pBBwX2BIysDniQBBE+OwELijwoHgAiuSFXhFeSWAhT3UJC1HSauHGEeAIcAQ4AhyBowjYrotWw4EazIBrWSwFOD1LcuMIjEUEeAjGWBxV3qe0QIDYa09LDKY/Cy2Wg3rNRoV/4D8mobiGHz77Mv5v1RpEDJNN0MtzsnH/h67BTeecAVU+ta9z2HQQIhc/DwlQisj3DLxNqQa6IsOH/HAMoqJAMA0IggSf1orDu+qwurYeVU2t0E0bucEA5k0sRXleDiYV5WNaSSEUSYTf4+nO9pHqtgUlAUY8Cl92Nkxib7iNaQT2RAysbExAULxwdQ1n5qtYmjuwEKBynwy/LCAsimghIUobKBjT6PHOcQQ4AhwBjsDpIEDhnaTNRbGxih5DccHwpEE/nTbyshyBVCFwajOWVF2N18MRGEcIlJDbvkdAjQD2o1IbtwZMQNDE+5t/fg7PbdoGtvju2Jg/sQzfuf16XDhnOkTh1CPKQ6aDsAUI3q4MGHlq+jhCnVFagK2aiHYXUFUVDTWH8K/XVqLxcFXXpJ95RhD34uLpDe9BIe0LRYYqSZhTXoSPrliOW89dzNzlU32rCRS573StXBP9QO/SB7lU93Z819es23izzYAmeeG6Dip9Ai4p8mKgEUAlXsqEISAiCAhDAZGAYMom4xtn3nuOAEeAI8AR6EKgQXOYRhAREHkKhWCc+nMdx5AjMNoQ4ATEaBsx3t5RgwAJCFFKzhrThekJokbTcc4AWr+luhZf/N1f8M6Bw3AEEaJj46L5M/Hd26/HnIrS066Rwi9iogLZBbJkEelEQJSWFCHnYAO2HT6I7Owc7Nm2CYcO7oMky4xUkAWBbR3XgeW4sG0bCfKVh4k39x1GR2cCH1gwC/mZwdPG5WQnkE6nfHQGatoui+OnSSW3sYUAJTh5t8PAAUOBIArItk18oMSPrEEItVL4Ra4ioCamQfZ60aabcFxlwITG2EKc94YjwBHgCHAEGjQLnY4IRQCKfHJaZCfjo8IRGCoEOAExVMjyesc9AoooMB2ItW0heLNz0Kbb6DQdZJziRMZ2HKx8bye+9sensb+xFRBFlunijouW4Ss3Xo6y3JPrPRxvEDp0hwlQmgkd2RnpIUCZbCcJ/Z1RlI1n/r4SaxvaoNoGls2cgsqifMwqK8Gkwlx4FRXt0Ri2Ha5FbXsIBxtbsKe2EY4koy4cwq7aepw/e3qyypRtKcRDFZkfBGwAFgvD4AREygBOk4p2hg281qTD9fghJDQsKfRgZubgM9gU+xTs7EwArgd18S4dCAqB4sYR4AhwBDgC4xsB03HRbDhQAkG4toNCvwS/zH8fxvddMbZ7zwmIsT2+vHcjjAB5QJCHQdRx0Wo6OBy3MTfr5D8qmmHi96+9jR8+8zLqOzsBQWJpPL9802X46IpzkBMYWGxg2Ohy8XNFQDISyPN4RxihYy+/ZMoEPP7vtyJhWhAlEV6PCkWW4VUUqLLEwk0s28GNxkLQtr49hPv+/E+8tG0vTNPCgYYWnDtr2mmFpRzbimP30KjRi8REyemCOV4cW4zvGcUI1Go2XmvW4Xj8cGwLM4MSLirypCTUptQnwi8CcUFAk+EgYjlMg2UUw8WbzhHgCHAEOAIpQKBBs9GmO3BVAYoWRf4A9YZS0BReBUdgWBDgBMSwwMwvMl4RKPJIqPDL2O0AbbqLN5o1tBkWApKEYq+ELFVAUBaZOn4So1Ashu89/TJ+++paRPQuscnSnEw8eOs1uP6sM9hEPFn2dLcdptsVf64CmTJA2R3SzWRJQlFeTr/NkiURGb4u8iTgVTG7vBQvbd0D3bJxoLEV5D0iSqkV1/SIAugVFwDDcaFZDrL5Cna/4zSaDsYsB2+36aizFQiSiCLRweUlPjbmqehHuV9GQBGhCQIaY+QBwYVMU4Err4MjwBHgCIx2BCi1dwdpAykuClSgwJt+z2ajHWPe/vRCgBMQ6TUevDVjDAGKGy8lAiJKmnMy9kVNHNYcJj+nSiIUSYB6NN/zpKAKNxrC7194Cc++swma7QC2jTOnTMSDt16LC+ZMO5qecuAghUwbYcOF4OkiH3Lp4qPcJFHEjNJiJkxpOg521zUOSXpOkntISj5Q9IXDM2GM8jund/O3hgxsCNmAqsBjajinUMHEQWSt6V07kKuKjGxscV24vgyEDE5A9MWIf+YIcAQ4AuMRgbq4CV32QRK6QncpdTM3jsBYRoATEGN5dHnfRhwBSk4xOSBicyiKNkWFIwiwJAk2BBii2JWtwXVRF4pjT8SC4Iiwpy7G2dkT0FRzCNMzPfifa87HrPKSlPSl3XARFWQSWUa2QuEhqfUSSEkjT7MSIiCmFOczAsKVZFQ3tsA5mq3iNKvqt7goCkyUkJJhWCR76Yx+8qbfDo+jgweiFl4m3QfFD1OLY2GWhLPzBpZy80Sw0d1S5BFwsCMGKZCBpoQG3VbgSbJaJzqR7+cIcAQ4AhyBMYuAZrtoMVyIqgrLMFAYFOFJZvwas73mHRvvCHACYrzfAbz/Q47ApICM28u9aDYFtCUctBs2opaDZt1FJ2XIkBSW5cEURYiiF4UVAeQUFqOiciqCioQ3rEwcaEiw1VhakR2MGn+HYUMO+GEbJrICAAlljgXLzwwgLyOANs1AKBZHfUcYU4oKUto1chZhWbEEgLJgUBgGt9GPAMXdvtWSQFjygcisST4Rl6Yw9KInQqRsrnYYsF164HQQtR14Uhwq1PN6/D1HgCPAEeAIpDcCdZrdlX5TcRGwE8j3+NK7wbx1HIEUIMAJiBSAyKvgCPSHgCIImBhQMBGkHSDBcGj13AV5YIc1HX9YswnPbTuAooqJKC6fiNziUsiqF4rqgSBK2K8D+0IxRkaQR3ieLKAyQ8EEv4RKv3zKK6gRs0uAklILiok4cnPTT4CyPxz7Oxb0ejGtpBBtB49AtyzsqW3A5ML8Lg+T/k48jWPE1fTkazj9cBrgpWlR4pDeC5vYnZAgyhIybA3nF3lAKXSHwkq9EgvDCENAo2YjYrrIU4fiSrxOjgBHgCPAERgNCNRpFmhxiOJxSz0Cijw8/GI0jBtv4+AQGLd3ua7r+Mc//oEbb7wRS5YswYc//GHs2bOnF5qGYeAXv/gFO05lPvCBD+DVV1/tVYY+1NXV4YorrmDlzjrrLGzevPmYMqZp4j//8z+763ryySePKcN3jH0EKI1jUBaY+CP9yOzcuQ1PrVyFvTvew8a3XsH+datwkRzCZbkCpnpsyGachRYIviDiih+tkh+7EiJWNWr4c42G/z0YxZM1caxr1UEqyv1Zh+EgZNgg6YIMyUXOGPqR86kKphQXMKwMy8K++mYmRNkfHqd7jPQmVXKXd4GE44DcJrmNbgR2RQwmDOtICmwthnlBEfOyBp9y80SoFHtEBCi1mgC0WwIXojwRUHw/R4AjwBEYJwjUaw4cT4AtmJT6ZOQNEQE+TuAcVd0Mh8P41re+xeaGF154IX72s5+B9vU0mlPS3JLmoTTXpDlnX2ttbcX111/PyixduhRr1qzpWwSu6+JLX/pS9zz0//7v/44pM5w7xqUHxIEDB7By5UqoqopPfOITiEaj7PXGG2/AsizMnTsXLS0teO2111iZL37xi2xMiETYuXMnPB4PzjnnHCYI2NTUhI9//OOMnKioqEAkEsG9996Lhx9+GGeeeWb3WH7yk59EZmYmknX99re/BREcd955Z3cZ/mZ8IbBy8w586cl/oa4zBhcupuUGcf8Vy3HhpHy4ooxFpoyI5aI54eCwZuFw1ES9IUD2+uBCRacgICqIONzeiZ2iiUxFQFACzshWsCTX2zVZ7gEpKSyTF4TgBXI9MhPF63F4VL+lFJ1TiwsZAaGbFg42NjM391T+gSNPFpXiMoWuVJw8icGovmXQlLDxRovOiD3qyRSvi4uKvEMalkRZMDIUAY5hQvQF0KqTmgg3jgBHgCPAERiPCIQMBy26DVHxwYhFUZCpdItdj0c8xlOfadF77dq1mDVrFmbMmMHmlDS/rK6uxjoI2bsAACAASURBVBlnnMGgIPKB5pR33XUXm0MeOXIEH/vYx/DEE0+gqKiIlens7GT7iKS47bbb2Nzyvvvuw/33348LLrigG9K7774bNI9NzkP/+Mc/Ih6P45577ukuM5xvUvl8PpztHtS1fD4fIwcmT56M4uLi7rp+8pOf4Ic//CF+97vfMS+GX/3qV/j73/+O7Ozs7jKvv/46aGCff/55BAIB5jVBZAQNIBEaZDSgNTU17IZKlpkwYQJuv/12to/KiKKI9vZ2NDc3o7CwsLt+/mZ8ILBuXxW+/MdnUBeJAa6DueUl+Nldt2LJ1MpuAPI9EvI9JGIJzLUchE2VERK1mo0jMQuHoiZisheqPwjdddEqCGgB0NRuwCtbODNH6ZXes1V3EBcUloEjWxWRI48N/QcCzKeqmF5Kf4xdOIKI/Y0tsCmLSCr/wrkCY5DJA4K9SGGU26hEgEKg3mnTcchWIUoysu04Li72D0pf5VSBKPbI2BNNQPBnsAfPuOXAT14R3DgCHAGOAEdgXCFQn7AQMh24HiBPslDoTa348bgCcxR11rZt7Nq1C7FYjC1ES0e1oIggIEKBjI4dPnwYV111FWgRm4wWrmmhfO/evcjPzwedR/UsXLiQzUNpoZuMFtZpgZwWxWkfLbwXFBTguuuu6yY3aH5KZEd9fT1KS0vZecP537h86ikpKcGyZct6kQ8EOhEI5OFARq4qOTk5vcgH2j9lyhTIssxeRCA89NBD+OhHP9pNPlCZz3zmM3j88cfZDUKfv/nNbzKXF2K4knbzzTcz8uKZZ55J7uLbcYLAtsO1+Orjf8f+5nYADirzs/DQR27oRT70hSIoiyjzSZiVIeOiAhU3lPnwsUlB3FYsYpnfQBk0mNEwrISGuKjg1aY4izHvWU+77kAMBGCbNrJlAR5p7Hz9iQsgDwhFkABRQnVTG+K60bP7g37vlQAvhWCQCKULaJYz6Dp5BSODwJaQgfWUclNSIOpxLM2SMD1z6EIvevayyCvCJ3SF75AQZSd3pekJD3/PEeAIcATGDQLVURPho45wFX4FeerYeS4bN4M4gI4eOnQImqYx7/kk+UDVKIqC3NxcViMRC+QtT54LSaN56h133IEf/OAHjFwgwoI8HW655RZGNCTLfepTnwLNLzdt2sR2fec732Hz16RnBe28+uqrmbc/eUKMhI3LO528D45n5OkwZ84cdmjBggW45JJLsGrVql5FKTTjyiuvZGEYyVR/xCL1NLqBtmzZglAoxHYTmeH3+3sWYe/379/P2K1jDvAdoxKBTi2Bp9ZsxE/+9Sr2NzQftw8HGpvxzaeex8ZDXTFcJRlBfP2DV+LieTOPW/54OylPdK4qYnJQxpIcFZcXe/GhCj8+OjGAXMkBHBf1lozNHTr0ozoFlHUjbDldooyJGHJI0GCMWXbAh6LsLOadQGNR1947jm6w3ZVEAUmnEcpiQC9uow+BQzELrzUlYCg+2KaBWT6XpdwcrmyYJb4uIUpCrjFustWv0YcibzFHgCPAEeAIDAYBeoJoSLgQ/EEWPlripSxnQyOAPJh28nNTj8CLL77IdBoo/OJERnNHIie83mMF44lYSCQSzJuezu87x6R57tatWxnBQMdPNA8lDwjyjhgJS6WD8ki0P2XXJAEPIhTIM4GMvCSIHXrsscdAQh20n1gpIiBuuukmVoZcaEjMkhionkb1UJhHktWiMuQ209eIyUqGbfQ9xj+PPgT+su5dPPTP1QhFo3hu43ZcPG8Gbl6+CFNJHBFAcyiMh/7xEl7augeOIKA44MMD11+K285dOqjO+iSBeUeQh0SHI2J1iwlD9WBj1MSUoIWZmQraDRcRWrFXgUzJRZ5v7H31i7OCmF1RgtpwGKZtY19tAxZUlg0K254nE86UplFwAMsVYPYKcOlZkr9PVwTI2+CtVgON8DAyrlg08YHSINNlGK42lxMBoYhoEwToapBlwhiua/PrcAQ4AhwBjkB6IEDPZWHThahIELUYSgq9vTJtpUcreSuGAgGaHwaDQTanpGQH7777LkhH8HOf+1x3qD7NJYlkoG3PhXP6TIQD7SNi4XjzUGozzUPJY5+M5qBUV1+jBXPSnRgJG3uzkAGiuH79euzbtw9f/vKXu2uguJiXXnoJ1157LRvkf/3rXygrKwPpOZDRgB48ePAYAqK7gqNvyNWG4nCG0uiG7AyHYFldZAhfmx1KtHvXTSvjkYSBZze8h+rmNqiyhLerarB+fxVe2b4Hl86bgbkVxXhjz0H8ac1G6I6Lsvxc3Dh/KlbMm4yONsrYMPgRI5+GKZaDbbaEGjcDIUHEm41RBHUb9QkXYV1Gpx5DoWjCDregXRMwVoIIaAxCsQTKsvxwbRsGXGw6UIXlU0rhU+RBeyuQ2gP9obc1CRHdYToaoc4oIkIHDE5E9P5CpOknle6JhIqtHYApe1Hic7HA6kQwGkdrV8jlsLRcEVz4LAm2LUJ3BdSEYqi0bUikXzIsLeAX4QhwBDgCHIGRRID+3m/TFLTrImJ6lIXRojOKkO7C4s8UIzk0x1w7qfYlywoysrJ7kQHHFD7FHUQMEOmwYcMGzJw5ky1GE6FAc1HaTps2jekJVlVVnbBGQRAYOUHzUCIh+jMSr0x65fdXbjiPcQICwOrVq5mnw3//9393u7GQOOTGjRuZcCSlzyRhSRL8IHFJisuZPXs2u0mIPerJTNHg0U3R06hM0hui5/6+5XoeG8h7WVEgdIeXDH5CO5A2jMdzREHA1r2HUNXYBsGhEAjAFQTYkoy1B4+guiOCifk5qGsLwaJMCoKLq+ZNx+euuRg5mQFQ2shUOd2RaOV5koKnm3REJR8aPDmo1loRcUQkRAWyKCNfVVAYkEETobFyl9AYZAQETC0pYD/dFHlS1dIOQZKgqCqkVIRLuIAsARL9ZxmgUBhZHRnmeDx+zwbbZwUuakOUgzYb0BIot6NYVBCADBvCMD7wEVFY7BOws12DoPjQYQkwBJllsRkr38fBjlXyfMKKUhdTgmGTvtS9f1qTxfiWI8AR4AiMKgSIgKjpcGAoXkguUOFVUeR3IYsuxl6A7KgamuM0tuuH53jzuOMUPqVdjY2NLBEBEQ3Tp0/vPuf3v/89vve97zHPe7oezR/7zhX7fj7ePLS7wqNviPA4Xvv71tX3vKH8nLYEBKXEpGwUtLLf02iyT6KPlC81FfbKK6+wwb711ltZas1kncQWdXR0sIwXtI/cXS666CLGVlHO1j/84Q9sMEmttG94BSmU0n4K0SAjJVMSG+lrpFJ6Mtaq7zkn+ky4BIIZJzrM9w8xAgfq2lAbjkP1+bFixkQsmVaJl97bjS1H6lHb2o6qugbIR/+YXL9kPr5y4xWYUNAlNHNsdNfgGrsoE9irxbA5aiOkGdiu+JBwXOZ54fWpKPA5KMj2De4iaXh2EMBZ0yazMAlbEFDbEUZJYVeaolQ1N6glEJS9MCURgseGP2vs4ZgqrNKxHrMjDkmQQGREZYYX+Vmp/vadWq8rBAvBSAyaz4cIZWvJCCCDc1nHgEc//1s7LSbMNiGDP5YfAxDfwRHgCIxaBKKtUbiCSpGxqMwQUZTDfwRG7WCeZsNpTjhp0qRe5ANVQZqCb7/9NquN5pA0l6Q5JZEMSaM5J+0nr1yyE80laT+dS0aL6PTqa1TmeMRE33JD8TntCAgSxPjRj36EpUuXMo+D5CQ+2XnSWyDxxr/97W/4whe+wFQ9k8dOd0vkA2WouOGGG/CJT3yi1+kUfkEkCKXc7GmUGWPlypUsliYjI4Od25dcaGtrY0KVybQmFMJBaVB6xvHQOdTHnoqkPa/D348eBFoinXjzwCEY9MfAsXDd0jPwyUvOxaUL5mD1tt14YdMObK1tgiCJWDG9EvfdfGU3+TBUvbygwIPD8TjaZS/2hKKgwEJRluHEo8jO6koXO1TXHsl6i/Pz4Pd50KlbzOOkqqkFk4u6NDhS0S5FYBqfkD0qdOfYP+apuAavY2gQqIvbCBs2oAAZgo0cz8h9D4o8IjJVEURLN0R1dCRUlHnef8AYGgRGV61Emj5fr2FbXGApg68ulDEtmHaPLKMLVN5ajgBHIC0QqI5aCBkOBEWAqEWR5xkZMjwtwBiHjZg3b95xtRdoMTlJGtAckpIe0JyyuLi4GyWaP9K8Nak1eOONN3afkyxEC+iXXnopIzlo3xVXXIHCwkK2MJ4kHEgTghIuJOeqyXMHsl2zZg2eeOKJ7oX3ZB10rdtvvx3nn39+clf3Nq2WFCi84cEHH2RMzwc+8AGWZuThhx9Gz9fPfvYzXH755Wzgvv3tbw84iwSRCyT8Qd4U9957bzcgyTek9UCDQjE6PY10Iq655hrGGBFTRblZKR0KsUhJI1KDBCwpZSfZ5z//eTz33HMspCNZ5pFHHmFpPi+77LLkLr4dpQis21OFXXUNpBKAytwsTC0pZD05Z/okluHihx+9EfffdBn+57qL8eBt1zKhxKHuaplfxuJcFYqlQ/b5KC4IgiAhQ3CQPYZVlv2qiol5uUxRWjNMVDW1drPEqcCcwi4oboVF2nB/+VRAOmx1tJuU8tJhYUfZqogsYpNGyHIVARmyyEIKLI8fHUSMcOtGgPRyX2nS8E7YRVxQ0Ch6sbFNR/xoVp/ugvwNR4AjwBEYhQgciVuMEKdV7Ak+ymyWqkDcUQjGOGwyzWNpYfr73/9+d++JEKDF7w9/+MNsH80haS5Jc8qk0VyTzqG5J4lY0gT/s5/9LH7+85+jqakpWQzf+MY3cO6552L+/PlsH0kJrF27Fq+//np3mV//+teMMCACY6BWW1uL//qv/2KZNJKJFXpuaeF9z549zGGA9BB7WlotJ5DYBok+Uof6M1IKJS+JiRMn4t/+7d/Ytr/yfY9t374dn/nMZ5joJLnAkPZD0tMiWeeZZ56Jr371qyyP6pNPPsmqIGaKjv/P//xPd1qUqVOnMjLknnvuAaXxJBeX9vZ2pmKadJkh5oraTEQKERtkJBry6U9/mt1AfdvHP48uBNbtrkJjOMYEAi6YMwPzJ/bOvLB85lTQa7htaa6Kg5Eo9rseFjpNHhC5so0cdeQmXkONAQmATispxI7aBli2gEMt7UzgU05RjkXKXmrE41D8fpgpEA4dajx4/e8j0GE4iBgORB+QrYjIUUfu508WBeR5BOwNa1D8PrQZcVikMTJ2v5rvD8RJ3hEV83qzhjfabLiyCisegyWI2KsIqI1bmJ7BPUVOAiE/zBHgCKQ5ArWaDVNSWcjoRL/CUquneZN581KIAHnTk/jkn//8ZyYDQOQBTdaJMCBygYzmkDNmzADpQvzHf/wHkwIgIUnaT3NPmpOS0TyWyAyay5JWIUUKEJFB9SczXBQUFGDy5Ml49NFHQQkVyGgeescdd7Bz2Y7T/I+uQU4DpC9BTgN33nnncWsgSYOdO3eysjR/TiZySCsPCGr5cAhiUPzM9ddfz0gIcm0hwUna0osGl24CagcN3ooVK7qPETt13nnnMXXSZDuzsrLwk5/8BLSl80nTgcgRujl6GrFRZ511VnddxBgRA8ZtdCPQHO7E9iO1sEWBxZUvnToRecFAWnQqSxFxToEXPkuD4gtAUlVky8S0p93XPmV4eT0KZpQXQXBdJu65p7aRbVN1AREurIRGDiVjRsAzVdikez3thg3XS6mrugiIjBGe7ReoAmQzAdcGWhM2ImZvvaN0x3Oo2reuJYGXmnRYkgLbNJi7kWtbiCt+VEUtTvwNFfC8Xo4AR2BYECBPribdhuT1wtZ10G8Bie1yG18IUFjE1772NTbvpPkjkQhJD/8kEjSXpDklzS2pTM85Z7KM1+vFj3/8Y5SUlLAylHXxoYce6vZ+SJb74he/iIsvvrh7HkoL8TfddFPy8GlvicAg737yvkgurh+vEiIcaJ5MCR/IGyJpI7cElGxBjy15CSxfvhwPPPAAY4B6xrz0KAZSD/3Nb36Ds88+G5WVlT0PndL7RYsWgV6nYkQa0Ks/I4FKGvyT2fFCPU52Dj+e3gi8smMv9tQ3skZOK8jBnAmladXgOVkqDsZsvK1JEBWgSJHgGcM/dF5FwazSIlBaTlpR3lNbD/OoGGwqBoagE+k/F7DhssmQMobxTAVm6VAHpbmlfOuK1wMrkUBO7siTcEVeGRmKCErQ3KI7aNftMU0Onsp98G6HgZWNGmzZC9dxMDMgwCco2BUxWYzr1rCJedkKynxp9ehyKl3jZTgCHAGOAEPgcMxihLOrAkFbQ75KEtrcxiMC5OHw3e9+t9+u09z4t7/9bb9lyCuCsmeczMiTgl6psuRi/EDqS6tfcXIPuf/++xkBQUKPFMpQVFTEXEmSohzkvUBhELt372YxLn09DQYCAj9nbCGwv74J1c1tKMzKYAKEmf6hE/d5c+c+NHbGIIgKzp89HdNLU5t1YbAjQ4u8y/M9UNoS0G0Xc0dI9X+w/TjV8ykdZ2VhfldaRVFg94GVQgKCyJskgWM4QMIBKCyDW3ojELZcRG0XrghIWhxZ8sg/8JV6JZCXUkQEOmwBERI+GANW09qOXbUNUCUZWQEfAh4VXlVFfmYQsiTCIx//sWNHxMRzdRo0ycvSSZcJOq4p9sMjiWhMRNEqy2i2vTgUc1DidUHfdW4cAY4AR2C0IXAoZiFmdy1kTMpQkOvh+g+jbQx5e8G8HpYtW8YIlI9//ONsvn48XCjK4PHHH8fixYt7SSYc/0ngeDUM0z5igyjF5YsvvogXXniBxayQywbFtJCR4AZljyC1TW4cgb4IvFd1BN/62wugLWU/WDx1IuaUl2BSUT4mF+WjPC+n7ykD/lzb1oHdNQ0QZAVeAVg6rRJZ/vRLy0iK+9eU+gfcz9F2YmlONnKCfjTHEmiKREFhMnkZqZlw0qRHEkU4R+c+DkuDxCdC6X6PtOk2Oi0XtOKU51WY58FIt5m8H+jlEjFCQpRHf+NGul2DuX5Nawfu/8vzWLV1N3yKguKcTGT7/Qj6vJiQnwPSaKnIz4Xfo8Lv8SDL72HhUkpOEV7rlBARZErYgxLJwh1TM1Fw9Ks1K9ePtWELjiBgRyiBWRkSf2gfzEDxczkCHIERQYC0q4/EbTiqFxTSSUR0cITDAUcECH7RUY8AOQ1861vfYs4A5DQQi8VAWhMUpZDUVaTQEQoN2bhxI9NPpDl+0tKOgEg2jGJj6MWNI3CqCHQmdDz++nqs2lkF1zLQEq/F+kN1zJW3PCuIc6ZPxuJpEzG9pAgT8nNRkZfNHoxPtf6+5Va9txNVza0s48LcimLMLn8/TU7fsvzz8CHgVWTMKCtG856DsG0Xu2oa2OdUrJjScwIlT0i4AC1YG6TKzzXxhm9wB3ilVt1BWLdACdcpA0VOmuig5KsinPYYpEAQLQkduuN2e9gMsKsjetr2I3V4cu1m1gZB1FEb1brEUohI6JM1xtY1FGcGUDqhErOWX4LM/GKIkoCO5iag/TBWNXjgUVSQB5svMw9eXUHMm4VqQ0R13OYExIiONL84R4AjMBAESAyZPPJIFBy6hlKfCh7GORAk+TnpgABpJT711FNM2PKf//znMU4DJJRJGTioTF9LWwKC0l1SXlFKUdPTqDOkEzF9+vSeu/l7jgDW7TmIF7fthmubTNDHr8oIaToEWUZdJIa/vrsDf313G7yigMWTJ2DxlIk4o7KceUdMKMhFUVbmKaNoOw7e3L0frVENgiTj3FnTmMfFKVfACw4ZAqoss7F4a9d+mK6LA00tMG0HHnnwbo5eSQC9dAEwHAdG7z9PQ9YnXvHgEGgzHeiiwrJMZKtCWnhAUI+KvBL8rg7dBejBNGTYIG2I0WjkDUQeEJAkCJaBgmAAxdmZiMQ1mJaN9mgcFA5l0ndGkuEKIgxPBkrnn42MvCIIooRwRzveXfMqDu7eAUqYKkoy/KKL82ZPw/Rll0D1ZsL0+LG/U8PsTAW+FGW3GY148zZzBDgCow8BSr8ZIUFkj4tCidKi8xjO0TeKvMV9EbjqqqtAr9OxtHvSCYfDIBaFMk5Q+sukG0eyU5Shgtw83n77bVx33XUs9WXyGN+OXwSiCR2rtuxCTTtJurlYPKUS1591BrYfrsPBphY0tIdR194BU5DZKuOa/Yex5sARprA+tSAHy2dNxZmTJ2BmWREjIkpys5DhPbF2xIHGFuypb2bkg1+SsGTKRAS8nvE7AGnUc5U8IEoLmRAlOShUNbWyTBipICAY33DULZy40a4QjDTqPG/KcRGgyb3sD7JwhxyfhHTJRFvgkZCpSmgB0Kzb6DBdFJ34z85x+5YuOzvjGqqaWljKX4+i4IazF+KO888CaULEdQNVjW1ImAaaIhG0hjoRsUUEps5D2cTJjGiIR8I49N47qN+/C6JtAjK5FrmIGRae37QNt5VOwsTsAhiyD/tNB4fjFmbylJzpMvy8HRwBjsBJENAdYEfYRNwVmYZNmU/iBMRJMOOHRwcCVVVVWL9+fXcWyWSrSaSSZBOmTJmS3NW9TSsCglJgUjqPtWvX4pFHHsG///u/dze055tt27bhK1/5Cg4fPoy7774blE+V2/hGYC15P2zdxR5Yg4qMW89dgrsuWc5AaeuMYeOBQ8xDYtOBI2gIh9EYiiCkJRiBcKAtjANvvYvfv/UuMhQJCydNwFnTKrF02iQWt0yreAVZGb0AfmXbbhxpaYcLF0umVmB2RUmv4/zDyCFABMSs8mIossxCMPbUNsA0LSAFBBG5SlIYBpEPlusiYY8N4cCRG62hv3LMctBJ8TIC4MSjyMpJHVEYjmsgLRgSvC3I7P034lR6VuARQelAWwUg4kgsEwZG6aS6tTOG/Q3NrNuZPh/zMls4qQL0Op79s8nCWy0JOJIMwUhggc/GwhklOL/gAhi2AxITbo3GmZ6P5srYum0L/KWVyCyZiIjsx8GojmlBGRIXozwevHwfR4AjkEYI0O/QmlYDOzptCKoXjmWiMqcrE1IaNZM3hSNwWghEo1GWirOzs5NpMyYTRiQrIaeBj3zkI2yefvXVV7M0osljaUVAbN++HY899hjLE+rxnPghcf78+azDFIZx3nnnYcWKFcn+8O04RCBuGCA9hsOtEbgCcO6sqbh68bxuJPIyArh84Rz2op1ERqzffwjvHqjGgcZWtEQ60dgRgSVKbKLy5r5qvLm3GnBWY3ZZEc6eMRlnTZuE6SUFKMrJQpbPB3LvDyUMuKKI82ZNwcT83O7r8TcjiwA5KEwpKoAqSUg4NluVpXskF4FBN4z0H2j1nOY8RD3YdMNxS2sEWg0HUfL79wA5koMsGsQUWHs0ikeefxUrt+zC8plTcP8t1yDTd3ruCwFZQJYswDYsyBkZCJkak0pITQtT0MnTqKK1M4p9dV0piQmHqcWFxz2bMsesatLwWrMBUVHhGgksy/PghvJsSCjvdQ55tt38w1/jjT1V2HmwCtPrjyCnuBS2I2Fvp4UFWTbK/Wn1GNOr/fwDR4AjwBGIWy5eaU7gzTYLruKFbeqY6hMwNZh+ouV8tDgCp4pAJBLBo48+itWrV/frNLB161Z86UtfwqFDh5geRHZ2NrtEWv1yk94DvfojH5LAUDYMKkvsCrfxjcCaXQfw0tY9gOAyNeHLz5zLYo9PhMqSqZWgF3AhWiJRvLO3Cm/u2o8NB6rRFo2jNRJFJNGlHbGrsRW7Glrwm9fXM1fppdMnY3pJITZX14Bci7wisHjKJHhUrkR4IrxHYj9lwcjPDCDSFkYsYaK+PZSSDChEPJBKPxmFd1hcA2Ikhve0rtlOBAR5QKhAtiqmRHGcJsa/ePEN/PDZ1SxU4EBDMz60bBETuj2txgEo9Eqw2yMQs3NB2TpopSwoj7644I5oHLUdFAInIjvgw5Si/GOgMB0XbzTreK1Zh6B44Bg6FuequKrEi+MptAS9HnzwnDOx9VAt2l0HVft2I7d8EoJF5ah1FRyM2SA35sHkIj+mkXwHR4AjwBFIEQIR08GrzTrWtJlwVR9sI4FpfgE3lvuYBlCKLsOr4QgMOwI7duzAL3/5S9A2EDjxAt+CBQvw/PPPY9asWTjnnHNw0UUXsbamFQFBrEhFRQVLwXn++eefsEOkAbFu3TqUl5cjN5evPA/7XZdGF9QMEys370R1W5h5P5w/exquWfS+98PJmlqQGcQ1S+azFwlLknfEO/urGSlB7sRtnXHmIeFKMuiHZPWO/Vi9fR/TjiAhtQtmTcXk4ryTXYYfH2YEFFnCrPIyVLV0wAKwr6EJi6ZMZCk0B9MUVRTgkUQWgqHbLjQegjEYOIfl3NaEjbgrMOIoTx18zK1mGHhs9Vp87+lVXa4wtgVXEvHugcNYPHki6N47Hcv3SMhWZcQAtBsuOvTRR0DQYkBDRxgGBAiOg8LMTORn9k5967jA2206VjUlAFmFbRiYn6XgulJvv2KSN551Bv729ma8sacaW3fsRMnU2ZhdWMqIn70RDXOzZNC4cuMIcAQ4AumEAKV+/medhk1hC6LqBWX+mZch4foyP/I9o49kTidseVtGHgFyAKBXf+RDspWK0rVI21PXMa0ICAqtoJyiX//610G5Q4uLixEMBkGxJUlPBxKnpM8PP/wwyym6cOHCZP/4dhwi8PrOfXh5+x5adENAAK5YOBclOVkDQkISRZw9fTJ74aqLmU4EhVq8vns/Nh84zFTcO6IxRA0ToC+T6+KSBbNRWcAJiAEBPoQnkf7D1JICiO+5sBwXu2ubkDAsBLzqoK5KqTzpseH9sPPR6Cw/KAhG3cntpsvcXl3HRZZXgH8Q3gWW4+Dx19/BN//6HOzkTeA6LMvK+v3V+NhFy06bgCAdiExVQMwFmhM2yGOj4sSLCWmJP4U4kdgvfRtE18bEot5/E0msdXOHgX/Wa3DI88GyMTMg4oZSHzJOMh45wQBuPPsMbK2uQZuloK32EGKTp8OXX4Qq3UVV1EJeLicg0vLG4I3iCIxTHFNFvAAAIABJREFUBMKmi2fr49gUMiF6fICpY0GWjOtKfMjj5MM4vSvGVrczMzOZI8DLL7/MslP6/f7jdlDTNGzYsAFFRUW9NBvTioCglpOew3PPPcfcNb797W8zlw2KHzEMg3WM0nCSAOUzzzzDvR+OO9TjZ6duWVi5eQeq2kIsbvqCudNxxZlzUgYAiU/evGwReyUME1uqa/DWngN4a/cBHGntwLTifFw8b8agV9VT1mBeUTcCiiRhcmE+aKu7Dg40tEA3zUETEJT1j6Y6LAMGBJBLObf0RcB2XIQMB5LHDyMWQ07WwH/yaBL997c348G/vQDdciE4Nspzc1DbHoIjABsPHkZES4DCBk7H6GGUdCAaBCDqigiZoy+skMLWKNsMMXMU/jS7rLgXBNtDBv5RG4cjeyixBcoVGzdVZJzyg/hNZ52JZ9Zvwau7q7Bt53YUTJqBGbn5cPyZqI3HsSiXcdC9rsk/cAQ4AhyBkUCgVXfwTF0c2yMmJCIfjASW5Ci4usSbNimgRwIXfs2xhQA5DTzwwAO477778OUvfxkTJ06Ez+djmSp7Og1Qgonvfve7rNzixYu7QRj401h3Fal/Q1ktbr/9dtxyyy0gwoHiO0nzgRtHoCcCr27fi1d37WcPvQERuOLMuSjN6RI36VkuFe+9qsLEKEmQ8ovXXsqyX9BqH489TgW6qa9DFkXMLCsGbXURoLSpOmXCGKR5JRH0EhzAcGyW0nWQVfLThxCBNtNFnEgiAfDDQoYyMA8YCjF4acsufPWJf6AtlmAtXj5rMu69+lJ89td/Qn00hpZQJ3bV1KMkO/O0/i54RAE5qgQ3bsOTmYlWIzbqhCh7ZsDI9vswraSge1RJLPLpOg2aqEIQRRQJBm6pCJxW/HNuRgDXn7UQWw7VojnciXBrA8xEHIrqRathM5IpV+Uuzd2g8zccAY7AiCBA5MNfa+LYHTUhqz6Ipo5FOTKuKfEhmCIB5BHpGL8oR+A4CJCew7PPPosXXngBd911F3Ma2LJlSy+nASInnn76aRQW9hamTjsCgh70aFJHxIOqdj0sEpNSXV2NZHoPcvMoLS09rYe84+DGd41iBAzLwgsbt6OquYNpP6yYM6M7y8VQd4s8rwXmbDzUV+L1DwYBCsHweRTEbAPVTS3oiMdQkjuw8Jye7UiKUNJdMPrWqnv2ZOy/p5CGqOEAPiBfFf8/e98BHld1pv3eMr2od6vLlnvvxgUDpkOMISENUshmNxtCwpNkQzYhf3YDSXYTkiyhJLsJhJAQerfBgAs2tnHF3ZZkyVbvmhlNv+1/vjMeeWSPrBlZsmX7nucZ3Zk7557y3qs793vP970fnEN8ACSR2u/99WW09voZ4Tk5LwcPf24lxhfkYc64Ury+cx/CqoYdNSdYRgzLyd+uRBHONHLgunoBRyp6JA3usMoEMxM9/kLX6/b60NjtZsNItVkxfkzEA6LOJ+ONlgDcEMELIlK1EFYVWlFkS/7RY9W86Xhj+ydYu78KjY2NKOzsRJ49FV2KysJWdALiQl8Fev86Apc3As0BBa82+VHlVSGaLCy98OJMI67JNcNK7pN60RG4BBHIzMzEXXfdxV5kw1PEAtntUXuebPl4TgSjasmgq6sLFEsSdd2g80QTWLt2LW655RZcf/317EVsCoVpkE6EXi5PBNYdOMq0GUhZjm7s186YjIL0kfF+uDwRvvhnbTOZUEr6HKoKWVFQ39F9zpMSOQ200EqBF5LGIUCpMPQyahHollT4Tp6jNCMHhyF5T7rdtQ34wV9fQ21bF8DzKMlIwX9+7mbMriiB2ShifmUpSMZABcdEbIND8LTJMAlwiJEHVAoZodfFVFq63fCEIx5G6XYrslOcaAkqeLMlgKYwB140wKYEcEu+BRX25MkHwiLdQYLB05BmMaKnuxu+Xg/73+4Mg2UPuZjw0seqI6AjcGkh0BxU8Fy9D1U+FYLRBF4K4spsE67NtcAqjCpT69ICXp/NBUeAdBkpxWZDQwO6u7uZ8wCFYpCzAG2j5APZ9x0dHX3jHVX/FVVVVSxXaNTTgViUd955B0eOHMGLL76Ijz/+mL1++tOf4r/+67+YDkSsombfrPQ3lzQCsqJi9Y4DqO3sYQTVlZPG4drpEy7pOeuTSx4BnudQmpMFaCoUTWMGJHnOnEsROQ4iz0VEKHkBlDlFL6MXAXKHDZBsKAeWKSFq5Cc64oMNLfjRc69jb0MzwPEoSLHhx7ffgBXTJ7ImREHA7PIimEmUVuCxp64e/lBEryjRPqgeeWekGSI/x+QB0XkR6UBQaNPx9q7IdKUwS1Ps1YA3m4OoDYB5PpjlIK7ONmNq6rmlK141fybmji2F1+uB30sEhALe7kRHWGWkYDKY63V1BHQEdASGA4ETfhn/OOFHQwiMfBDkIK7NNuOaHDPMuufDcECstzFKESDy4X//939x9dVXs/SaP/zhD5kjATkUxBZyLCD9xkOHDvXtHlUEBJEJlGIzWpqamnD//fdjxYoVGD9+PDIyMtirvLwcTz/9NN59910cPXo0Wl3fXiYIvLfv8EnvBx4WDiz0YkxG2mUye32aiSJgFAVMLiqAkdJmggMZk37KYHKOJepISaFiOv9wjmCO4OHkm9IVUmCyO6GpKjPwTzoZJNTrsdZOPPTSamw4VAPytMqyWfBvt67ApxfN7hf+V5mfg3RHRP25x+tnOhDkuZdMyTJTKk6eBXYFRTO6gkoyh1/Quu2eXlS3trMxZDusSM/IxOrmMA77NOb5YJRDWJ5lxBVZ5nMOXMtw2HDjrClwioDH40bAT88LHMse4rnIvEYu6EnTO9cR0BEYFgRqvDKerfOiPgTwohGiFMTNeWYsyzaB9H30oiNwqSLQ2dmJZ555hkkibNq0CZs3b8YDDzyA5uZmlqVy27ZtbJE4On+y72OdBkYVAUEP9KIoMv0HGjAxJuQFcbpwBX1XUVGBPXv2gADQy+WDgMcfxAubd0a0HzQNV00d37caefmgoM80EQQoFWdZbiaMosji9mtbOxEaBgLCTCEYGmC02eDXHSASORUXpI5HUuE/GX7B+TxISUL/obnHjV+/sRZv7jnIPB+cRgO+vmIx7l6+8IysN2ajETNKiwBFQVhWsPFgNQJJXmf0mOoUOUihEESTCTT25CiMc4eY0tWSp1CyhVITN3b2QJElpKakQssuxMc9EjhRgCAFsTDDiGXZFuJwhqXcNn8G5o0tQ09PF3o9bkCRGQFBYpR60RHQEdAROF8IVPdKeP6EDx2qAbwowKKGcVOeBQszzDAM1w3vfE1G70dHIEkEjh07hieffBI33ngj8vLyWJrNkpISfPrTn2avb33rW0wugWx50nUk+z5WuH9UERC0akThF6TtQFuz2cxyi9LA45Xp06cjJeXcReXita3vG50IvLlrL9YdOAKN12DhOdwwczIKde+H0XmyLvCoyN4pyc4AEREUu3+0tQ1Dic8/fRoChWCczICi8w+nozN6PneEVPhljbFFKQYe9pMhDoONkAzqR99eh79t2cUMchOn4YtL5uE7N1/N0rqefrzJIGLu2BLmaUPX2Y6a4/ANQZ+IvCCMciTDRresndd0nCe8El5o9GNNSxDuJMM/2lzkAdEBJRyCZHGix5pNcReAFGap567NNWM4vZCznA6sXDATgs8Nb6+HebfQuW4P6P+Np1+b+mcdAR2BkUFgn1vCM8e96FBF8CIPqyrhtnwzFmaYmCbQyPSqt6ojMHoQIG+GYDDItB5iR0XaD0uWLMETTzzB0nT+5S9/gSRJfVoQ0bpDU4OKHj3MW1LKJI+Hl156Cenp6XA4HDAYDCwDBn2OLW1tbUzcIpopI/a7RN8TeNQfsTMkkkGER7QQGULfRfUoovujXhpUn15UjwiTWLcSqmsymRjbEz2OttQenQQqJMwxELESe4z+/hQCvcEg3tyxD50BirHmcePMyYyAOFVDf6cj0B+B0uxMpNhM6AmG0OnuBRmXxVn97yX9jxj8k0ChF7LCVniHsGA8eAd6jWFBoCuswiurgIlDlolnHgaDNewLBvHkux/iD2s/gqSp4BQFn146Dw9++kZYjPH1CwyCgKWTKmExrkU4LGP/8Sb0+PwgQzmZQlkcnAIHF4CesAoaf1QXIpl2hlKXPBZ2ulUYDALGWBVMT41P+sdru83tAaXhdDhTMaasEgpvgKoqGGsTcWOedUTckD+/dD42HqhGe29vhAy0O9AVJvLGFG+I53Uf0SDcyWxe57VjvTMdAR2B84LAPneYeT74BTPz7LKrEj5VYMH0VOOweXqdl4nonVxQBMi+JLswNmST7EKyH2Ptw6ihT4Mlm/h0uzdqh5ItG9sW1aP6sSXWDiWbNyoQGVsn0fdkly9atAgul4vJI8QeR7byrFmz8Ic//AFf//rXmZ1MZAV5QURL4k8Z0SNGcFtZWcncOSi8ggz02tpaNgECKRZUOmn/8z//g8WLF4PcPZIt1FZPTw/+/ve/49Zbb8XMmTOZu8ju3bv7miIlz5/97GfsO/o++poxYwbmzp3LMnNQ5X379rFxRL+Pbl9++eV+pAS196Uvfamvnccff7xfto++jvU3AyJAoReUDo+chLNtJqycNw3ZKck95A/YuP7FJYkAiQOOy8tl7vGUCWNffRPkcxRuMEBD2BcxfGiBfShu65ck2KNsUswDQtHYbwcZ8rZBBCBUTcNfN27DI29/gKCmsmvm1jlT8PDnV8JhOUVOx5tmWXZGJAuPpsITDOJwYyuovWRKhpFH6skwEXdYQ0/o/IUUtAYViFYHVNGIjqCS8Nhpjo1dPex/Kj0zB6XjJoCewO2cgrlp4qCYJ4NPbF36v777ipkYY+EQDIXA8wKafRK6/RcuM1ZXSMWWrhCeO+HD2rYQI5Fix6y/1xHQEbi4EaCIvo+7Q3ih3gciHygfVooWwp2FRD4YdPLh4j6953X0RCqQHUue/FG7kbZ33nknW3SPDoYIgz//+c+szuzZs0FZIClhQ2whLUQSgST7NLatv/71r32L3lSfBCO/8Y1v9NX59a9/fU52aFFREctQ+corr/TrJ3ZsNB4SqfzjH//IbHoiV6LlFBUR3XMBtxROQak2yUuASAYaOLE3REDExo0EAgFm9M+ZM4cRFckOmU7WW2+9xeJVHnnkEeZCQloSW7ZsAbVNjA6N5Z577mEERbR9GsMnn3zCLoDS0lK2m8Z60003YdmyZbDZbNGqKC4u7sdgffWrX2UXGolqUvnJT37Ctt/85jf7jtHfDIzAiY5uvLxtD1xhhV0L182YiGtOKtEPfJT+zeWOAIVLzCorwoYDVQirKnbUnMAtc6Yh1WoZMjQcB2hKxDhMzsQccpf6gUNAgDJgCNYIQZltFmAeJCb32Y0f4/+9tAY+0hLQVFw7bQJ+/sVVyLBHBCbPNgSTwYCZZUU43NQKWgHfWXMCV08ZD5v51I/t2Y6n79JNAtKNAk6oQEg0ojt0fkIKfLKKkKpBhQJVlljoR1AFrAlkLO3q9eJYSztzwcwvKoHNmcI0MzKMHCY6+q+8DDb/ZL9fOn0yDoWrsNvjhtlswc6GDhSqZlw/vijZpoZcvymgoMojocavoCWgwK8AAVmBzekEhxBW5A79PjPkQekH6gjoCAw7ArTQsKMrjNeaAwiJdF/XkKqF8ZlCG8Y7R/ZeN+yT0Ru84Aj4/X5kZmbi3nvvxYIFC/rGQ+ELBQUF7DPV2bp1K/N4+Nvf/sZsn8bGRnz5y1/Gc889ByIAqJAXPiVriNqu0cYKCwv7eRz8y7/8CxOMpLao/PznP8fDDz+MH/3oR9FDktrSWBcuXIjVq1fD7Xaz+cRrgEgWIiF++ctf9rPZRxUBER04kQ70Ii+IeIUmTWxPrCtHvHoD7aNsGiSaQSfZ6XT2VXv00UdBjBCdRGqbSAR6RQudZBK+fOqppzBu3DjGHBFRMmHCBCxdujRa7YwtpQ+l71etWgW6IKh8//vfR3V1NU6cONGvjzMO1ncwBF7ethtbq+rY+zEpDtw0eyrsMUyaDpOOQDwEyD1+TkUxzEYDwiGJGYbeQOicCAhapDbwlFkDCCsagoo2Yiu98eak7xscgaCqwUNkpShC8vXCmdGfxD69Bbq/PPiPN+AJSixl56JxJfivu1ehODOxcB2DwGNORQmonYCiYtexeniDoaQICHJHpEwYkisI0WxBp+SHpAFJaGeePq2EPpPmA/WjqQrTU+gJK0w7w5qAcEOb24va1nakpGdgTNk4pv0gSgFMzDLCmqDmRkKDjFOJfqNnj8lCY0sIGrGCzjTsaWnCovzUfr/rcQ4d8i5aAa33y6jqlXHUK6EnDHglGRIvQjBaoHEKOEiQNA6HPBImpRhRYEmAyRnyiPQDdQR0BEYagbCqYWtXGO+2BhGm/3NZQr6o4VMFVowbYaJ1pOemt39hECDPBrvdjrFjx4I8G+IV8rD/z//8T7z++ut9eoeTJ0+Gx+PBhx9+iNtvv50t0JM3BbVDduZAdjF5+FM/ZPtSXSrf+973mBc/2aLRffHGcbZ9OTk5zLYlu/xshcIxfv/73/fNg+qOqhCMsw0+9juKWRkI5Nh6A70n1olIg1jygeoS6dHS0jLQYTh+/Dgotyl5aVB8DhES9fX1jMig2JuBCl1AZWVlfeQD1aMLZfv27XjttdcGOkzffxIBWmFbvfsAQuDAaRzumDcDV06q1PHRERgUAfJamlZaCCfpu3AcDje1oMt7KtXvoA3EqUBpPU1CRIiSVkXIeNPL6EKA3OEDqsZi8VN5FfazUO1r9hzEg8+9iXZfgO4wmFVYgF98/jaMzc1OeFKiIGBWeTFIkBIcCVHWocPTm/Dx0YrpRg4m0jLgAHdYYdkwot+N1Jb0JohIo1Sl9HJJGiNREumvqbsbx9q7kJM7BjkFhYAoIlXQMC3l/KwIzizIwIQsJyAIcNgd2HK8Fa9s3ZXI0BOuE1JUHPZIWN0SwP9U9+KvDUG83xbE8bABvaIFitHC0o1q/l6M4SU4OJUJcjaGiKw4f2E0CU9Ir6gjoCOQMAKU3fejzhDWdimgFMmaLCNPUPDpQgvGOYwJt6NX1BGIRYB0DEkTgbJHDFS8Xi/I4yE22QKFMJDXPdmPdDwVsk3P1g7VIe+DtLS0fkTD/PnzWThH1CNioHGcbT89Y9P4yH4erFBGy9gQjIuSgBhskoN9HxvOEVuXTg6FfcQrHR0doDyny5cv7yM/iIQg8Q1yhSE3GtKGoBic9957r18T5HFxOtlBFYjsoHb1cnYEntq4DTvrGpkxUZmXietmTobVpN/4z46a/m0UgXS7DZVjcgBVQVhRsf9EI2RlYMIwetzZtiwMgzlhkgbE2Wrq310IBDpC5A6vMS+VNCNgG2A1/6Mjx/CzF1ejrsvFVu8n5mXiZ5+7mZEJyY67LCcTeWmpLOuGLyxh34mmpK8z0oFIM/LElTHyoZuefke4uGUNtMIXJSCoT5Y9JIF+2zpdCIlWFJSWQTAYoQYDKLOLyDGfn1V/k8AjxyJCCvohcDxUqxOv76tGVVNrAqMfuApdO3tdYTzf4MejNV483xjAB21BNGomeHgzVJOFaV1wQS8qjQpuyeLwr2MduKvEhvEOERzPg7PYccwrwUtCMXrREdARuCgRaA4qeK8tiBBngBIOosSo4jNFNpTYzsJqX5Qz1Qd9PhEgO/TQoUPM6/5zn/scsx3vvvvufjYh1YknEkl254YNG/oICNJ2oOQN3/nOd5gHP9mh5DURW8i+TU1Njd3F3re3t6O19dx+L89oNMEd+n/QSaCam5vZyaT8pfEKeTqQiAad9GihC4NiW+jE5ufn44YbbmCuMaQTQfvI5YQuIDq5dIGcXqKhJqfvv5w+t7rceG/vYRxqaEGm04Flk8exmP0oBnuPN2LtnoPsARkah1tmTsGcivMX4xsdh769eBGgcIk55cXYfLgGIUXDjmMncOOsyUiL0WxJZnYmnoNF4CADkDQKwSAj8bLkcpOB7bzWJQLCJ2ngTBqyjCKchjMN4t219fiPF9/CnuNN0AQe5Rmp+NEdN2Dp5KF5V9nNRiyaUI7qljbIHHfyOpuKFOvZBSxjgUkzCiwMo0sDuiUVnWEVEWfJ2FrD+75X0iIeECAFbRVhgxGJyk80tnciI28MisormecHeZtMT018vsMxE9L3sCoBSKIRNqsVe9o9+NvGj/HTz906aPMunx8vfbQTx9o7MWvSBBQWl6HGq6IlIKNX0ZjmkGixAwKgmTVAVWGS/ah0GDDOISLP4kCKyMFh4CASawSwsItqXxA+GFDdK6PBL2OCHiM+6LnQK+gIjEYE2oMKSy+shkPIMwCfKbIg16ybTqPxXF1MY8rKymLaD+Q9T8QAkQrk7UBe8bfccgvTKJw6dSpIt4EWuck2JZuTwiUogQLZrNEyZcoUpsNEXhBkh5LnBGkdkq4hLYxTxAARDaTTcHqh707PqnF6nZH6rP8XnUT2o48+Ysqjn/3sZ8/AmuJrSAzkuuuu65eqM0pAkNdEbEjIwYMH8d3vfhe/+MUvMG3aNHbi6Xi9RBBodXnw3r7D+OhwDRNtq+/oRnevj6W5+/um7SjNycTcsSVMBO5P67bgaEsHOA2YW1GEz82fDhJ804uOQKIIkKfSvNIi5jUTCoaZDkSYUrkOkYAgYUtKqED2hko2iU4+JHoqzku9ql4Ju10SFMFAdiMyzCLsp2XAIMLzZy+txqajddAEDvlOO35wwzLcOmfakMdIYRjLKsvx/Oad6A3L7DqTgiEgCQKCUnEyDwgFUEx2dJEg5ggX8niQOZ6RD+QyIhhM8JwUWT1b1xTD2iUDBcVlMJutLBtMgY0M8/N7f84zG5BtCqNZEGB3OGF0puC5TR+joiAHt82fCVscb7neQBD0W/PKtt1okziUTpmNYMgOW3MQXpWDaLFBVmWoggy/z4ciq4BSuwHlNgHZZic7R84zOS0G11SnATt6wqjWePiNNtT6pLMSEAfcElpDCqam0DwGaPRsJ0L/TkdAR2BEEKBERu3khUYaOYqE8jSjTj6MCNKXX6O0SE1ahrEhCfSbSmkrKdPF008/DSIpSHCSSIl/+qd/QkNDA/71X/+VeeIfOHCgz+4kXQgiIWLDII4dO4b77ruP6Q0uWbKEeVYQMTGaik5AAHj++edB6UpIgDIeE0SCHxQqQSKSsblZybshXv1JkybhyJEjoMwaVIicILJiJAuxaG5XN2RJYt1EnI9HsMcYr1LCgacXz0HgefaetpTusKHbhXaPHw1dPTje5UZ9lwvHWjtR296F9l4vOIEeVjVovABJVtHb1o3DrZ0s3eZLW3ahvrMbIUmGIApYMaEYWXYRHW3NzLV6BGenN30JIUCu2RlWAQaOQygYwqH6Zhw4cRwmhCEpSlLXEl2trhAPWTbA7fHCyUvo6GyHxaiy7AeXEGwX1VSIoKT7z76QEdu8ApqDGniDgDRegcXfjZ72iFaHxWBAdVsXfrX6Q7y5Yx80QUBxVjrumjcZV00sQVdHK5Sz6PmcDRS65+XbjSBBStIHOlDfhIPH6zBNzUv4OjNBgxAQEZKAoKyhxR1AC3pg4ChLxfAWWq8n3Dr8ZoRVASIiZEfA70cjgmgKSzDxRLCdWcyiiJ3VdYyAyCkrRiAcBmW+KFS86G5zMe+gM48a/j00B0XVYJYN6A3ySEnLQGpKKrbtasOPn3sDf9u0HZV52VhQXoh5ZYUsTd6ruw7hvUPV2FlVB8Vsx/Kb70BBcTlEg4igpkHQNIjQUGTWMMYA5AqAOdgDp8YjNczDIIHNr5PIR/odjDg+9E3OxGnIkkXUKTw8koYjchCl6EUuL0E+WZn8pejQKsmEd10ivApQ7QpguV1CBi9DPa3Nvsb1NzoCOgLnBQEyjjplHvW9RvhCEuyaBFvIj87WHnLGTeq54bwMWO9kxBCIKH4BosGAlNT0fnbgUDslm/B0u5DsSdJJIH2HaCF9BdJ8IC978pIgjwbKDEkJDIiwoBLPDi0vL2dpL6O6hufDDo2OOdHtZU9AEPnw5JNPMpaosjK+6y0RCbt27WKpPxMFllit6MVFQiHxPCBoH6XxHK5isVihmiKPi8NOQGi04htLMBDhwLM4WCI96tq70drjxrHWDpzo7EZztxteFfAEguzm7fYH4AqE4PEH4Q+HoWkaOEGEKocxt7wYC8eXoa69C5sOVcMV1OBTNBxs6WKsM0cCbyUFuHbWNDgcKQjLsn7zH66L5jJohweHMqMZxTlZaHF7QaJyxzpcmFdZAWOSDxJEI5K+ntWvwAgjFFkCZ7LCZuPiGmqXAbwXdopEPHARHY4P2kM4KqSim1dhMKswhv1YbAWmOpwwQwWpxri8Afzf+m3YWNsE3mCAzSDgrivm4BsrFiHdakZQpsCaoRUiYccWGVGSnYkOj49dZ0faujCjohQ2IZI1ZbCW6frKAwdjawia2QavGkbIaECKKbHjB2s/9nuycWUVCHbJMJpMUEMB9jXd1/0QwVtMsBniX9ciz6MXInpFGwozMsEZjEiHD7OznbDw54+MozlYNSArpED0CTCSGGVqJkw2B9q8AXTUNGBfUwe2HmtAQVoK81o60tKB+s4eyLKKspJ8FBQWA6oMn8eHrvZWmIIe3L98FtIptILnYOdFcFoa03ohioaIg7M9ONE5nCzyqGoLwS9a0M1b0aIEUea0nKR4IgFbFJrxoUuF12CFAgktJis2ezpwR4EDTLJEJyFiL1f9vY7AeUWASEIloKKjR4GRfis0BUVOI6Ji/zFrcOd1XHpn5x+BKAERuwA9UqMguzHWK4L6IR3Ba665pq9LCsOIEhF9O+O8ibVDaVFkIDs0HoERp7lh33W239Fh7yyRBvfv3w9S5KR0l+ROQuIcd95557AwTqf3/+KLL+I3v/kNE5CkzBYDFVIrXbt2LX7yk5/0VSEDmlJwxrq89H0JsDSdtpM6nVP9AAAgAElEQVQu3l/84heZSiixVdETTUzWsmXLmPBI7HFDfU//GGbL2dOgDLXt2OMCgQAamjtxrL0DDZ09aOx2o9nlAeWDJ7Kh0+NFjy8Al98PdyDIhN1AXhEn2T5B4AFZwryxJbhifAXmjCtFSWY6SrMz0O3zMwLjSGMrPjxSg00Hq+CWDDBzwNeuvgIzK8rYUFgK5thB6e91BAZBgBL6zq4owSfHGyGpGlq63LDbHYMcFf9rm6DBKPpgFo3gAkGYrTZYbCPr4RR/JPpeQoBWoSk3+46QAE/IB4vVhkw+iBVFNkxPNbJwmShSa3ccxJt7jqLTH4BFFPCV5QvxrRuvRJrdxqrYKL37ORS6Bc+qKMH+E82QNBWHG9rhcDgZeZtos/m8iiyXF50mI/zBEIJGK6wjdH25ZUARPBB5EZIksDAMUeAR5AwQrXZYzqL1K6ZlwZRjhcFgBKQQSlMMSHdEcEx0rsNVryAchs1PYTcWTB9XjjJtKbbu3Y+qti50yzJau7qxQyJySYNgNIIIlLyMNCydE0l/Rr/l9ceOYu/HmyCGArjKEcbdK67sN7xkHpYqbECJL4DOkIFlFGlVTTDbTqUVJ9fuA64A2kl3IxRk3jueXh+OaCbsCplwZeZZgO83Kv2DjoCOwEghoGkKevkgjGYzbJKEcekOGPWf+pGC+7JplxaeB7IdKWFBRUXFgFjQgjZJBpBtTHXP1ha1E82gQXY0eVfQ8eRBQYW8++fNm4fi4uIB+xvOLygEhEiR6NyT+U0dznHEbYvCFj744ANMnDgRubm5zIOAGBsy4IkoIPCGq5Bi6FNPPYUf/vCHTPDjbO1SrM6iRYv64m2oLhEQJDZJIh+kXBpVFyW9iK9+9asszWbUo4Jid+655x4QIUExP1R+9rOfsflQOs7RXChbwAf7j+CtXfvR7fWjx+tFj9d/kmjwwy8pbPXrDIc0kwUW0YhUk4Dc1BSUZKejKCsDeakpGFeQg7LsDFTk5sBmPvWg5bRaUJKVgaumjMeNs6egqrmN9ZNiteCKCQP/Q45m/PSxjQ4E6P91dnkR/r7JAHdQwo7jjWjs7sGY9LSkByhwGgw8BzIiiMzwhcmw0Z9KkgbyHA8IqRpqvBK2d4Wx16NAMJphthhQbghjeYYZlXGE/9ZW1aJLVpjBd/OsyfjuLdf0kQ/nOBx2OF0TiypL8fzm7ZBCMj6sqsXx9i6ma5No+6kimMZAhwb0BCR0BGWMt4/M9dURlCCxbCEqrJyKsKZB1TR0UArQsMwEPOONW5JkBEQrsgqzAUFEthbErPTzKz4ZO64s0s7gFXQKFIaRjluvuxp3L5iG2rYO7DhWj3X7j6CmrYsELpBlNeKuRbMwa8pkHBCz0AURBkVChuRBa2M9e+74j9feR35uDq6ZOjG2m6TeV9gFHOj1IWC0o9rtxSG3iIkn05Pu6gljl0cDT+GZIT8cvIBuTYDCG7G+NYAcA9dXN6lO9co6AjoCw4ZAd1AGZ7RADodAPyc6+TBs0F7WDdFCLnnfWywWFtofBWPdunV44okncP/997NdPp+PiU2OHXtKipq0H0iA8tZbb2U26b59+0DHESERayP/8z//M0jEkpIhUCEtCRK0pEXw2267je175JFH2EI61U220DgefvhhPPTQQygtLR308LfeeovZ8WTL07iojBoCgoQbycOAgF+4cGHfZMj7YO/evSxdCREBUeakr8IQ3nz88cf43ve+x3KnOhwOPPPMMyANBSrjxo1jwh2xOVWJBKmpqWGkQ7Q7Ckegk02Gza9+9Ss2rsOHD7M4nfT0dNx+++19qTeJnFixYgV++9vf4vHHH2dN0EVAqqZRJira7mjbvr17P378/Fuoae8GhUKcin0gBzQenFGAJslItxiRnWJHaXYmxmSmITfViYL0NGQ4bEi1WZDtdCArxYkUm+X0kNm4UyYigl560REYDgTo/3VuRQmsRiPcYQW7axqY8OlQCAgDBxaTz1zYNUDPsjccZyixNoKqxlIbHvfKaAlpaA3K6FIECCYzFFnGdAuwIseMfMuZBnuH24t2l4el87WKIq6ZNhG5aSmJdZxgLRImnT+uFClmCzxhH461daDd3ZsUAUGCmWkGHhxpn1lt6Eo0JUWCY4yt5goT6RDZM8YmoCOowcNx6AkpCMYTfzh58AlPAFVeGSarAVJYQgonocDmjG36vL7PNvHINPEg1aVu0mgQLVgyrgzzx5XhhplTsGr+DDR0dCMoyShIT8WyiRVwi0ZsOtQLThSRbjbg04umofrQfnxS34IWjx8/f+kdlGVnoTw3a0hzIQKsqCeEaoGDV7KgxqcwUqHJL2NDewAh0QYlFMQkpxELMox4uyWIFs2AXs2Ata0BZJl5ZOmilEPCXj9IR+BcEaBUxK10EyRWORREtuPUYtm5tq0ff3kjQHbfmDFjGHFAtm9PTw/Llkh251VXXdUX7k+6DRQV8K1vfYuRFeQ9QKEYK1euZJkWCUUKzyC7+He/+x3zLqCF/JycHGZbko1J9igVsnUpkQKJWz777LNsH4V7fPOb32Rtsx1J/CG7lvQOX3jhBZDg5X/8x38wx4HTm9i8eTMeffRRFjJy8803s/FG64waAoLSVBLbE0s+0CAJSCIlKO0IZZQgEuJcC7mkPPDAAyAWilxQouQDtVtQUHBG/A15Y5AAJRkx0ULvyW2FvB3Ia4PGTxdLUVERY5ei4RfR+uQFQe4ylBqFCl1AURYoWme0bdtcHqYUXtPpZn7OmhxCht2KnFQ7SrKykJ/uRG5aKvNqyEqxI81mYd4OmU47yGtBLzoCowmBoqx0jMlIQ4vHB5ccwrGWDkwpGsPiwpMZJ90F6BWNAY1uk2lDr5scAs0BGftcYTSFgGbyCghpMDtTARNgoHA4rxtLMk1YnmViaSzjtV7V0oamnkgaqsKMFOaRFa/eue7LT0tjhEODywNS+NlaVYepxQWwxMnGEK8vgeOQYeQhdfphsFnRE/ZBUgHDCGR67ZHUSIpjDsg3iwjKEtwKIFod8JFAxAClRebRzlkhKjJ8XW0wWkL0KDRA7ZHfbTeQsc7jsF8Fb7GilcL/Tq6vpNqsLNwP40+Ng/5nd7UEoPAiIIdR6BAxv7gA/77qenztib/CFZKwrfoEfvnaO/jtlz/DMuicOjqxdzaBQ7ndgJruAASzBQ0BL+p8dB1LaFKMEAQOGbyCK7NtKLWJLEXwi80hBHgj6mUN77UFcccYK/O2SqxHvZaOgI7AcCHQK6toC8rQOBOsgoZ8ywjcgIdrsHo7FxUCtABNIfhk3+7evZvZoZTxgvbF2sBEOEyfPp2l66TFbiIu5s+fjwkTJvTNl2zWr3zlK8wOpdB+skOpXVoEj4ZfRCt/4QtfgN1uZ4v6tI9Sds6ZMyf6dVJbIlD+/d//HZs2bWJhHS+//DJzFKDsj0R2kK37y1/+ss8L41Of+hRIGDO2jBoCggz6gbwbyE1l9erVLBRjOAiI8ePHg16JlsLCQua+Eq8+AU3AJlIoBudiKqv3HMBHR2vBqQoK0534/OI5mFZSiAyHlRENWU47KGxCLzoCFwMCFPc9o6wQu+saoPAc9tQ14JrpE2A/GQ+X6BzIEDSSSpwSCcEIKjoFkSh2Q6l3wifjjZYgjvk0GJ0ORjqYTYAU8COTl1FsM6BijAXT04wwkyLlAKW6rZ3p1hBzVJiZhoL04fV+iHZL2TCWTh6L7ceOs0wW6/cfwR0LZqIgQQKC2kkzCjDLAUiqFfQg3BNWkG0+06sj2udQt24JCCsaCyDKNAnwygoaXRIzmD3hICPZ4iHqhwCj08a832yKH8XGC/8/kG0WwXf7ALsD3SGV4eYQ4xsNlHr0kDsMjjPBoEqotEf0k26cPRXfvukq/L/n36b0VfjH5p2YVJiPe29YzrI7JYtzhd2AnV1etCsmNPklvN6oMA8NwWiDQQpiQYaJkQ/U7qQUA1qCCta0BiBazNjlCiHXHMby7HMUJkl20Hp9HQEdAXb/aAvI4CxgIsJ5I3D/1WG+vBEgIiGWTIiHRllZGR588MF4X/XtIxuZMmUkUsheTdRmTaS9xYsXM48N0qWgzBy0KE/eEUSmUGgGef+TrEK8Ev/XOV7NEd5H4hTEmMR6I0S7JOansbFxWDNGRNvWt/ERIEHJDQer0B2UoIHD1VMq8cCq63HLnKlYNL6CuaXq5EN87PS9oxMBIjlnlxfDQdYrFyEgSNck2WIQuL5VSUoBqIdgJItg4vWP9kp4tcmP44qJiQeGez1ICXkwWfDj1iwBt4+x4FP5ZszPMJ2VfKAejzV3wOUPsXNfmp3FXPETH0niNclR7trpkyJeYAKPnbX1aOlxJd4AuUtSGAYFHGuAS4qsxCXVQIKVu8MKYDCCVL4dIlBgESFqkdS05B0RikOuuYJhNHgCLPUIKWvbNAkTcyJungl2OyLV0gwcUngVmgrQvJr9kbSi8TpzhRW0SBx4QYRF4DDWfmot5uvXLsNt82cy12tKm/nbtz4AkUhDKXkWAWXMdZtDr6yhLgiWPUSVJZSZVMxJP+XWTboyV2SZMCOVsm5w0EQj1rcHcMgTSbU2lP71Y3QEdASGhgCl0PWLZvZ7YRd55JhP3SOG1qJ+lI7ApYsA6SSSN8XGjRtBYSV//OMf8ZnPfGZA8oGQGDUEBBkHxOLES3NCMS7kekJbvZwfBDYdqsHWI7UsT3y+04IVMyYy5fDz07vei47AyCBA8fkOS+ShYs+xBnR7fUl3RDdNcpMn45DsszClYdDLsCNwyEPkQwCNsEJTFQhhP67NNuL2AgtWFViwLNuESocBpJkwWJEVBU1dPWxVG6qCkuyMIbnVD9ZP9PtJRfmgkB+oKnoCIeyrb4akDGwQR4+LbjNMPOhFlxnpNHRGhRqiFYZhS1etR1IhmkyQpRAoZCDbJMB80mvALSnwxWHX9rf0YF+7B5osw+f1wCAHkZmZOQwjOrcmyIMj46RmQrekoTUQH2+aUr1fhmowQZVCyLeISI/RWkixmvHAqmsxoySfDaitN4CHXnoHR5pakx4gXZrlNgGmkBei0cQ0o0ivJE0LY3mOBSmnxdWQx8aKXAty+Uiqai9nwLr2MBO7Tbpz/QAdAR2BISFAwWedIRW8ycJ0WpgA5aixloY0Jf0gHYERQ+Ddd98FyQx0dHSw5A6UyfKKK65g2SP/9Kc/ob6+Pm7fo4bSIzEMUvO87777+mkt0KhJX6Gqqop9d3oIxne/+10m5hF3dvrOISHgC4Xw1q59aHB7wfMirp5ciSUTTqmwDqlR/SAdgVGAABmemQ4bGly96A6GcLytC9OKSQdicCM2Ony6aZqjDyNCJHY7+p2+HR4EyD2ewi46ODM0WYJdDeOqPAuWZg8t00J9ZzeaXW4m3uEQOIxJTx2egQ7QikkUsaCyDHtrG5jI4/oDVbh+5mTkpSYm1OgkTQOzgCNBgLNY0RWKb0wP0H1Cu32KBknjwHE8RDkMk2CG1cAxjwBSdHBLGqhOLO1f39qON/ZXI5hbCRPHwaFJmF2QxTJHJNTpCFYiY57CVGolQDPZ0BwMgwyJ6L9qtGuvpOGohyoZISoSxjnODCOksIsf3nY97v3T82h1e7Ht2Ak89PIa/O7LdyDdYY82ldC23GFAiSWEKs4G+P0wKGEsyDKjPMbrIrahAouAa3LM+HuDH6rJivagHySIl2JM/B4V257+XkdARyA5BLySygSONVUFF/IjL33kU9wnN0K9to7AhUWA0n9S9g0iH0imgMQu77jjDpCWBRXK9Lhr1y6WMvT1119nmTu+853v9MvUcfpv8wWbEYlTkNIniWiQImjsi8Iyvv3tbzPviNj99J7yd+tleBHYVlWHTQerGd4pJgMWTxwHEvLSi47AxY6AyAuoLMiBQH7aHJgOhDeUnIszkRV042ScBSlks0j5ix2Z5MZPqXgpTe6Gg0fxxo69WHfgKHp8yYezxOt1T08Yb7YE0Unkg6rCoYZxU755yOQD9VHV3I7mbjc7VRV52UwDIl7fw7nv+umTke60AzyPDw9Uod3Vm1TzKSIPye9nHgoRscikDh+0MukkhFWVrcpnWgwwCTxSRa6PXOsJq/2EKL3BEP7wznpsrW+F3WZj2SPGZzqwpHzMoH2djwoky0LZMLRAgKVZrfZKqOolGdD+hcIz6kMcOEFkXh/jBiACbpw1BffdeBXLeEP/7C9t24Mn125KypOFeqZwmkqnEUooBJPDikqT0i/0ov/oIp9KbAJSKAJH09jdJaB7WcWDSd+nIzAiCFC4VCT7EAeHUQSFUulFR0BH4BQCZKuTACXZ5yR4SeKTUfIhWotSgJJdX1lZyWQUvv/976O2tjb69ehJw0mKmpSmUi8XHoF3dh/ECXpY5wUsqSzF0km698OFPyv6CIYLgTkVpViz6wDcYRn7TzSxdJxMFyKJDsjYIctAMJkQVi99EtTjD7BsDsfbO9Hq8oAy5DR19+B4ezcjHkgPZsmkSlw5aSzmjy0dsoG/ozuEt1tD8IoWqIoKuxrCjXkWzI2JlU/iNPVVPd7WiVbSYeB4lGRnoigzdl2/r9qwvpk7tgT5qU609vrR4fPjcGMLJhXmQqR0xgmUNCMHqxJCWLXCSw/EYRV5fa43CTQwSBVGaigqIGhwCpQzQoVVEGAWIqEfAd7QLxXnG9s/wfM7D6NkzhUQDQbIoSBynUY4TKPGkRJjHQaUunyo4y3o4YzY0h5EoUWA7WRYCXlEUEaVsMEMRQozj4mzicv90zVX4GB9I57dtBMcL+D372zA5KJ83DR7alKilJNTjAjIQfgUP+ZkWZAySNgQ0Zo2kUO3qkHRyBOFRp7YdTPIade/1hHQERgEAbekooO4S5EEKCk0bdSs1Q4ycv1rHYHzgwBl8qDECpMnTx60QxKipNcPfvADljEjesDoeXKIjui0La0AUInnIk0eEJRSZKDsGac1pX9MAIG9xxuw6XA1VJ6HwyDihpmTWerCBA7Vq+gIXBQIzCovhtNqhVv2Yt+JJrj9gaTHTUaaxgGC2YSgcuYqa9INjvID/rRuCx5bsxEt3gBAmSYit+W+UXcFPajbvAsvfLQd102fgisnj2UZR2aWFvXVGexNlHzwCGZAlpAOCStyzZibcUqob7A2Bvq+qrWNZXjgeB5l2VnISTAUYqD2EtlvMRowu7wIBxpaEOY55i2yfEolslMciRzORChzLSLquYhWAymy55nPHYto56T/oJDYITRkmEkHQWTpZTMsRtT6KBOGFb1SxDtoZ80JPPL6ewiIZqQ4U9npF8MBZJlGl2ccGQokSNrSEWQaD7VSCLt7JCzOimSSoDlXe2WoKgdeCqEswxLxZIqCctqWzuEDt12P6tZ2fFzTAFcgjF++thal2ZmYUlxwWu2BP5JAJmk7JFp4joNV5KGFNJIRQSCOFkeiben1dAR0BJJDoCekImS0Mg00mwhkkCCwXi4IAmQC+sP0O6QxOzAUlkDi4WGZJILJwZCHyxc4+RyngYTBU20WkA6TI8kMZxdkghdpp5Ti8/Q0n4NNhbwkYsuoJyDIvWP79u0sloRELSgnKhXav3btWixZsgR5eXmxc9LfnwMC//hoJ460tAOcgLkVhbhiYsU5tKYfqiMw+hCYNCYXGU4bGt29aHK50epyY2oSxgTNqG89RDvDFh99Ez7HEZFQ51Prt6DZ42OiilBl2C0mZNhtyEpxwG42obGzBzUd3QgIBry65yBe/ng35o0twY0zpmB+ZSlmlxXBMkAaSlnTsKM7jHfI84HIB1VBFiTcXGDF5BTDOY4eCITCaOh0gROMjNgYk5kG4SzpOs+5w5gGrp05Ga/v3I82XxAfHqpm11qiBARpGjCRQhXolYEuylgxjMUdphAMDZymwqjK2H6sAQG/D24+FYpsBu9IhcQb0NDtwm/eXIu9jS0oq6iEIzUVROSQ4ONwemQM19QqnQZM6fVhqxcImSzY1tWLCU4RJFJJyvbH/Cp4owCbgcd45+CPQKU5mfi3ldfh3v/7B5pcXuxpaMGv33gPv7r7dmRSiM0IFLq/WHieZeJQOTAPGOL8dBWIEQBbb1JHIAYB4vrIO0wUTZACPqQ7eIjn6fciZhiX1dva1g40dLngCwbh8gcQiTiLrHI0dPQwcoFCXunlC4VZOCX9rvM8B0p73drjQZubQhw1yIqKvMx03HvdEnxhybzLCsfzPVlyEOju7mb6D6c7CSiKgj//+c9Mw5E0IihdZ25ubr8hDv7r26/6+f9Ak6IUnZTag1J+bd68meUwffXVV0ETFMVRP4XzD9oQe6xt78RHh49BggADB1w1pRJlORde3XyI09EP0xGIi4DNbMKEglzsr2+BJojYd6IRyyaNgzGJewmFYMiBIESzGcTDX8rGwfbq43BTulJNRbbDiptnT8XY/CwUpqehPC+LEREH6pvx5q4D2HO8AXvr6sEZjNhR14ztdU0oTnPg9vmzsHhCOaaXFvbzACADeFt3GKtbgpCMFqb5kIXwsJEPdAHQ6jWFjEDTkGW3oiBjZAUoYy+6eWNL2XyJgKjr7EZNazumFBXE9eiLPY7eU3aPdBMPPgzIBiMafDJLi2li8T+n107+c3dIhsJxEFUV63bvw+7tW9Da2YUp869A0dS5MCgK9jd14u/b1mP17gNQZRk2ZwocqWngBAHpPKWmG30rg1aBw5wMM2p8fnSpRrQpPDZ3hXFjnhntQQUBwQQoKtIMPMYkGNt93fRJ+MZ1y/DT599EWAWe37oblQW5+PZNV4G8JIa7CNBgFTmmAUEP48Hh5Z6Ge7h6ezoClwwC5CXVHlbY/55RCSPfMrq8vC4ZoOm3uaUdW6tq8cb2vdhf34QujxcBci1l5Guf0NapVR7GwJ6Mf416YUYFxMlVgpwzFQVdze14fM1GTCsuxJTiSDajSwm30TKX5uZm7N+/n4VXxBIQZKv/93//N95//32WwXLatGlwu93Mdo/NmDXqrXdyr7nmmmvY68CBA3jooYewY8cO7N69G88+++wZohej5cRcjON4ddsnONbexVjE2SUFWDF94sU4DX3MOgKDIkBhGGt2H4ArLGNPXSPa3b1JhRpRCDetjogWM1RVY4z9MNmFg479fFfYWlWH3gDlRdBw5eRKPPz5WyOpTGMGUpCRhmtnTMIndQ14bccnjMik8BbSLqjv6cWv13yIP67diNsWzsKKqRMwtSAHqWmpOBQQsKY1CMlghiorKBAlXJtjGRbPh+jwalpOEhAAxuXnoDAjLfrViG/T7TbMKC3EkeZ2SLyIrUfrsHzy+IRFfXNMAjR3kAk+1oZVbOsKYXGWmUXBnOvgXZIGwWBiKU7X7voEtcdOgBdEmJpbkVbhh8nmxKbaJmw7WAsSaiV31sL8MbDZHFAUFSkmrk9b4VzHMtzHF9tEzM80YU1XGKrRgkNuL/JMPGp9ZMmLUIM+lGZbIul0E+z8X65dgpqWNjzz4Q4ovIjH1mxg6VzvWDALotDnE5Vga2evRiEYFno6IxFKDQixe4yW1HjP3oP+rY6AjkA8BFySgjZK4WuM3N+yTbrfUTyczmUfEQ/bqmrx8tY9eHfvQXAGEzhiD3gRLO7lJLmghgIwGSKhgdSfQRCRYjHBIBBFG7k3Oi1m5pFJ39N9mASn271B7KlvxtMbtuBnd94yoPfluczhcj+WUms+88wzuPbaa/stqITDYTz22GMsQ8Y//vGPPq+HN954A48//jjuuece5OdHSKFRRUAQQ7J69Wrk5OSw1Jrjxo3rd45J7OKnP/0pvvrVrzLhi9MVN/tV1j8khQAZYKt37oMrSPHsGm6YOQUTCvTQlqRA1CtfNAhEdCDMcId92H3sOLp6fUkREES6k+sfFVXTQGEEQpSJv2hQGHygFGe5+XANgidV+OdUFLMf/4GOJA8HerX2uEHhXB/sO4zDzW1odvXCy4l4ZvMu/Gnth1i5YDauumoF6g1pCItmGDgOhRYN1+VYUU5Bt8NYqls70EkeHByHoqy0EU/BefrQr546gZFdHf4QNh6sxleWL0qYgCi2CRhnDOFAUEPAYMb67gCchjBmpJ2bFgSt4vcqGnjRgJA3gHAoBF6RMLEgGw5ehRoKsjALm90Os83OvA2XL5yB2ZMnwiWIULy9yHJEdBVOn+9o+Ewmw2SnAUfcXtTCiI6QirWtAXYNcIIBlOZ0vCO568xsMOBHt9+I2tZObDxay9L4/uatdUwPYv640mGdNpGZZPeQiyuJUHok3QViWAHWG9MRGAABT1hDjypEUjYbBOSYk7tPDNCsvhtAp6cX735yCC9s2YW1ew+DEw3gRSM0RUZFbhbzuCbyNVoo/C3FamYeEETE2i1mFKSnwGo0sucuRVUxJiMV2amkq8TBJAr4y7pteOTtDfAqMtbsOYirp4xnKbCjberb4UGgpqYGTz31FH70ox/1a7CtrY3towwZsSEXt9xyC+6//34sXLhw9BEQFEdC7AjlFJ03bx4beHFxMW677ba+HOPk+UAhGL/+9a+xYcMGpgGxatUqOByJiXr1Q0n/0IdAbyCI/1m9HvsbWxj5UJxqB7kO60VH4FJFYNKYPKQ7HWhw+3Ci04XmHhemlSSeTtDI8zALHPN8kJiLtAbTJRgnWtfeBcp8QS6RZBDNqSiBOQGX89y0FOae/rVrrsCbO/dhze6D2FffjOr6JpjMFjSbM7Ffc8Kg8UxXQuntxPxiB8pHIN0vpQtlaQw5oDwnE+kO23m9rOdWlDCtjM5AGAcaW1DX3okJY/rHQg40oCyTgKtzLehpCKBZ5phGxurWAOwGDmPtQ3P9J1Lp1b3V6OEyAKsZPp8XdoOAryxfgLuuugK0+LfOZ0FYFGF3pGD22DLMTzPg+sUL4E1Ph0vlQaKKozH8IhbHLBOPhZlmNLWFIYlGdLFMEhoEQWNZKMqGQHTlpaXgByuvQ9Ofn2eaJwea2vCbN5nGznYAACAASURBVN/Hr790e1IEZuw4470XOQ52A2lAyNA4DmE1EuYVr66+T0dARyA+AhRyRfljcpMIFXPLGjSzjf0ukURMmnF4vZvij/TS3+vy+fHzV9bg8bWbQCQwkd9R4mHh+HLcuWjOsGTc+8Ky+dhb34g3PjmCui43/r55BxaML0eqdWAR4E6PF41dPTCIItLtVuZRYTeZzypQfOmfscFnGBt2QbUlScKLL77ItBnLysrOaIAiGmKPGTXU3q5du/CHP/wBDQ0NbNBENlDKjgkTJoA8IV5++WWsX78eX/ziFzF37lxQflFKATJ16lTMnDnzjInqOxJDgMgHciX987qP4KVVFk3DZxfPxcyyxNXrE+tJr6UjMHoQIBHF4qx07D3RBE4QcaihGbRSTa59iRR6JCGPBxKIi3hAJHLUxVWHVl8/OlwDbzDEhCGnlvXXb0hkNjaTiT1Y0MPF7po6PPHeFtTAgclzF7HsRdRHw7EqNO3fDn5MGrqmTWLq1QXpw6PTQOlD291ecBwPQZNRdB7DL6L4FGWlY1JRAY62dELlBew8doJpjlgHEOWMHhfdFltF3Jpvxt9P+ODhLOiCAW80h3BnIY+CBDUMom31+Px47sOP8dTuakxddgNSzQrkgA/3XDkP9yyYApstQs7U1flwRONhdjjwg1U3YIaTxy6XjBcafIDdhFQDj8xhTAkaHd9wbykt54xePz7q5SHLEkulqQUDKMwwguz7oZSlk8fhG9ctxU+efxO9IRlv7D6Ayvwc/GDVdWxlbihtnn4MLQKaeB6apjLyzy+rLBRDV6E8HSn9s45AfASqemWsbQtB0jQsSjdgYooB9pPpeOMfEQl16ggpzEiSvB6kZ44aE2mgIV80+ynD3uPvfgiOF8EpMlsMWFhZjs8vnYfFE4ZP7J48Ij69cDbzNnSFNWw8VIMXt+zC166+Ii5W9R3d+O833sOGA0dBpMOEwlwUZqSiID0NFXlZLKNGcVYGKJwy1niO29hltJMW/klcsrOzE1Fdh0OHDuHHP/4xPvroI6SlnRnqOmbMGFgsp4igUfPfZbVaQR4P9EBKJ3nOnDl48sknQWk7Kisr8c477+CHP/whU9KkcywIAtOBcLlcl9EpH96pkmHxxDsb8bvV6+EOSYCi4MqJY/GpedNHRFhreEevt6YjcG4ITC3Kx3ufHIJf0fBJXSMTKhyToIFKWRSYDoQGtsIinwxROLcRja6jiVjZfOQY/GGJEZMLx5Wx1YGhjnJyeSk+nVKA91qDkGn1Q5bRfqIGWz9Yg872Fuw9asDjazfjljnTcNu86SyUozAzLSlx0NPHdrixFe1uD9tdkp6Ogoz006ucl8/LJo7Fun2H0RUIY/Ohanxm0SxU5ifmBUEDJEP65gILXm4OISiY0Rjm8FqTH58ttCLdlBhpRu6vv3nzA/z+nY0onzwT4kmhr4nZqfhcZQVsllMeFXYRkHsDMFqt6AwEAacZrQEJsskGQaNVQe6iWBkkQcpZaUYc7vWj22QCOB42OYDKJMMvTr9IvnbVFTjc1Iqn1m2DzPH44/ubMbYgB59dNGfY9CBsdIPRImEyHkk+fQj6Zx0BHYEBEKCf4/fbgzihWSCHQ2hoCGBRCFiQJiL/LKRtT1hlQrWkQ2ATNOTG3BMH6ErfnQACvlAIW47WMvKBHEVJF+nnn1+JK4aReIgdBgno33nFHPzhgy3o8oXw4uZdLBSDQjpiC6Xz/N3qD/Cn9dsiu3kee5taT1XRNOQ6LFg1byYevPMmPa3nKWSYXX7fffcx23zs2LFMZLKqqgpXXnklSkv7e9DLsoxXXnkFN998M8rLy/taGeIaQN/xw/aGBvXlL3+ZCVd88MEHzNuB2BTyenj00UfxxBNP4Oqrr+7rz+fzMQFKs57ntQ+TZN54A0E8vmYDHnnrgwj5oCq4ctI4/OKulUylPZm29Lo6AhcjAjNLC/tY7d11DUyIMtF5mHjAQgYCiVGqQECJSjIn2sLor+f2B7Gjpg4KJR3VNMyvLD9DfDLRWfhkFW82+fFmow+yaGLtlRlkLLCFMSPTjmIifiQJiiDi1V378cVHn8Y9jz2D/31/M440tYLuV0MpR1raIhkwAJTlZmC4PCuSHQut8OSkOpkGwZ66Bpzo6E62CcxIM+GGXDNMmsTcV6u8Ct5sCcKXwLXX7urFwy+vYaF2FDJksVkhCCLL3jI+OxUO0ynygQaWbhTBhYMs9rZX0uCVVLiZaKUIEgaj8AbS7bgYSqHdwIQ7OQ0wWk1INfIotiZG2gw0P0Hg8f1bV2Dx+DJA4+AJyfj9mg3YXlMX9xBKDVff2c3Cb0JyYmSCXYiEXfCCADpCX32LC62+U0fgDAQ6wwpcYfIaUllmJc1gxFYvj2frfdjdEwb9HsUrlKa3M6Sw+7RD4JFDP/R6OWcE2ly9eHvnAUYAO4wGfH3FkhEjH2iwTqsFq+bPwIScTLo9Y0ddPZ5Zvw2kGREtwbCEJ9duZIuwlOFLhIrCFBvSTAaYWTYNmXnMtQVkPLdpB7yBcPRQfUsYO5247rrrWCZKchZ48MEHYTKZ8NJLLyElJaUfRuQoQBIL48ePZxqP0S9HjQcEiVUQO0ITeeGFF5iHA6lrksompfpob29nLrstLS1QVRU0oS996Uv92JTopPTt2RHwBUN4/J2NjHzwhGXmXr1swlj88osrMblIT1lzdvT0by8VBKaXFiHdYUWTx4fa9i60eyiPdPKFqIdLjX4gT7SdNcdBKwREsmQ5bJhQkJM8OADIfXx1sx+buiSIZivIe2ScQcEt+U7kjJ+Hf14yG+sPHGXCVJRxo7GzG2FBxMd1Tfi4th5j0pz4wtL5uHb6RJY+lR4uEi1VTW0RAUrBAFr9YCRAogcPY72KvGyMzcvGkdZO+FUO+443sWwYyWRPIHN/TroRvZKCdT0KYLZgnycIW7MfN+VbmSZJvCF3eHpZ7O2f1m0B5bg3cBoK8/JYvCvVTzMIZ4QjpBoiCvCU+8SrqKj1yeyBnhMAqxJGjuniSU1HVMOUFBHN/iAa/B7MyTAhZajxFzEAE5l1/81Xo9X1Mg63dGJ/UzseW7ORkVzkskuFiAeKLX5/3yG8vG0PgmEZt82fDsqcQTopZyvE71A6bI4X4JciQrekDaEXHQEdgbMj0OBXGMmgajKMmgxVBhNzbRWMePaEHwuyTFiYZmDaEPR7FC0uIlo1AXTPcBhJ52bUmEjRIV50W3o2qmntwO7aBsAgIjvVybJpjfRESBj4M1fMxkOvvoeQpuH1XfuwYsZELKgsY/flv334MR55/X1AMACyjJWLZuHLyxeitrUDx9u7UN/dgyMNEW+IpZPHwmY+N+HnkZ7vhWifHABICoFeZyuiKDKJhYqK/qE2o+q/Kzs7m8WPUAwJlVjGnzQi3nrrLTz99NMIBAK499572aTT0y+MS+3ZwB7N3/lCYTz2TsTzgZEPioKlE8fiv3TyYTSfNn1sI4AAGaMUL7i/sY2tKJ/o6GF6DrEqzAN1S84PzIbR6MEGCF9iIRiKquHjqjr4Q2ESucCSiWORbrcPBMeA+2mlidJsftgZhsFiBQ8NU8wKbsy1IuNk6IAoCLhm2kT2opCJp9dvxbu7D6DF5UFvWEWjy4tfvPYeHn9nA4vj/LeV18OewMMAPfjUtXZC40TmcTE2PxtOUtS+QGXJhHH48GA1esIyth6txar5M1GaEzFUEx2SkQMWZpjgDgew3aNAM1qwwxVEijGE5dlmnJ4KtsNN5MM7YOQDOBg5FZ+aOwPlpaXwGE1QOQ4OUWMP3LFjSDFwsIo8iICgc1jrk9AtKSDNUCInKATjYirpRgGfLR5+8dGrpo7HvTcux4N/fx2d/jBe27mfZVn5/soVCEky3tt3GH9c+yF2H28ER+wNx2F7dS07/9+5+RomfGsU43tj0F4bD/g0FaSf6Zc1mC8y3C+ma0Qf66WDQL1fhp/kU4wCptkNjGQ94A6jOayCN5qxzcOhuteHZVkWVNpFFk5GPASFYAh2B1RJRoqJxzk6Sl06gJ7DTEh88t09ByltGHhVwYyyIuQPQr6eQ3d9h1KWspvmTMXGw9VYd7gWR1ra8fSGrUxjasOBKvzkhbfhVyi7EIcrJ1Xioc/eijGZaUyfqa8R/c2wIJCamgp69fT0wG63M2cCanhUERA0oFjSIXbmJDpJr29961uxu/X3SSAQCEt4bPU6PPL2OngorltRsXRCBX511ypMKtJTbiYBpV71EkFgRkkRNhyoRkAF9h1vQFevF1nOwbPqGAUukvWCiVACUgJu8BcTZJKiMPGmEM1L0zBvXFlCRn/sHMkF9o2WAHb3gpEPZBxPs6i4Jd8CJy3tximUHYI8sb5901V44aOdLIPGkeZW5onhCUl47J2NGF+Qh88tnjPgb0W02ZYeFzp6ewGegwky8lKHR9gy2n6y2/njSpgHhqu9Gztq63G8szNpAoL6pBSSV+eY0SsHcMAXhmwwYWNHiD1Ez45Jz0mplX/xyhr83wdbIIODoKm4bf5MPPSFlXi+ywCPYoAWDsEhnvkYQMrvFh4ghSWPrCHkU1gIBmcCMkw8C8FIdv6Xav0vLVuAquZWPLZmEyi85ZkNW9DmdqO5x41Nh49FRNd4kbn4kq+ULBjw2u5D2HmsHt+5+SrcsWAmMuPcc8ggshsF+DSNuRETAZGuL8JdqpeRPq9hQoC0ixp9MriTXlpFVhGLM02YkWbAu81+HPZLkHgDOjUTXmgOIdcQxNIsEwqtQkT/QQUUXy8yHReOrB4mKEZFMy3dbubhSJm0UsxGXD990qC/3cM18AkFufj84rlMfyIEgS2qPPTSaqw/eBTdviAT+J0+JoeFnhP5oJfhR4CiFRobG5lY5eHDh7Fy5cq+9JxnPnkMf/9JtRgKhVgcSbyDjh07BhKzIAYlKysLRqP+axwPp4H2/WX9Fvz27fWgB3kSnFw6YSz++26dfBgIL33/pY/ArPJiZNhtaPT4sPc4CVH2JkRAEFEajQ5VVQ3Eo19KpdXlQXVLG/uBNkLFwsqyhNJvRjFwSypebw5gjxegGHbyGJlmVXFTnnlA8iF6LG3z0py476bl+KcVi/H2rv340wdbsPFQNYKawnQM5leWojwnK/aQM94fONF0Uv9Bw9jcHFAKxQtZaOWnNCsDR9u60BUI4XhbF7SJEdHlZMdF3iPX51nQ2+BHfVhGQDBidUsIpBsw3mkAhV08/PJq/Hnd1lPkw7wZ+OVdt8HhdMLb2gsIRlg0GVbhzAdtClGg1T/yIukKqmwbBgeDoiDLIjDviGTHfCnX//aNV+NYcyfe/uQw01R6Yctu9r/DiSJIXaMgLQVXTxsPDRpe2bYHPf4wGl29+P4zL2P9/qP4/sprMbW4oJ/gKrmGU6IRTdaYZ1YiWh+XMsb63HQEEkGgK6zBo9DvDg/J50F2XsRzL88s4AslNmzrlvBhRwgulYMsiGhTgecbAiCvLyIvFIOEFCOHvLOIVSYyDr0OW7vA0aZWHGlqA0SR3QdXTJ9wXqFZNmkcVs2dgb9t3Q1KyU0vll+TF1CRlYof33EDphQXnNcxXeqdkadDW1sbe33yyScscoGEKu+++27mCRGdf/QZOvr5gm6JKaFQC9J4OL2sXbuWMSc33XQTHnjgAbz77rsgskIviSFAqWb+8M4muE6SD0uIfPjSKl3zITH49FqXKAJTSwqQmUIPKBxTtW9xuROaKS3gm2hJn8IvoDH36IQOvAgq0UPYpsM18NP9VVMxuXgMcklAMcHSIyl4vTmIPb5ItiJKuTXbpmBlviXp2HvL/2fvO+DrqM7sz5TX9NR7t+Uq9wLGBRdsjAHTWwqQtiEJEFJhSf7JZjfZ9Owmm7qkUJaSBAKhd1Nsg7GNu3GVLcnqvT+9OuX/O/fpyU+yJMu2mu25/Mx7b+bOLd+MZuY79/vOsdtw8+L5+O9P34i8xARBYnWgshqPvrsZjOgaqBTXNaLJ0ymqUE6LoMZolxnjsmGjbooJ7KuoBok+T7dQgpPRJMmyLojWWk1FkFJ+1NiBnz7zGh5+e1MU+DAfP/vUDUhPiEedz0DICBO0UU7TFpUDHRmLXZbgUsLko37DRMDgO5sCeDuEBGeknvUZtkB6Qhy+evVKzBuXHc4pVlWosoSchFh8buVi/PP+O/Grz34M//PZj+N/v3Ar5o/PFXbXJRkv7z6Iz/7+Uby8/aMe5uTLWayNUpwEIIAA8zCsYlnAssCAFijvDAneIf7d5LpUxNuPuzlU/lma6sCdE2NxaYoNKQhCMXTIdgfaYUebxvucjFhFRoq979SoATu3dvawQIvHi/UHivgiIOzMhYOk2KFPhevRaa8fXHj4xLIFyIiNEeOIgA9Z8bG477rLceX8Wb2OsH6ejgU6OjpQUlKCvXv34vHHHwd99bVr1wrZzZdeekmAEFdeeSWihSPGTAQEwYd169YJ7dDoNAzeRLj929/+Nv7whz9g5syZkGVZEFW++OKL4IQYEXE6xev1CjLLUCgkoi4YVUF5TxZd18U+j8fTo2n2TaZP9knp0EipqqoS0RkcO7VOWa93oV4q1TtYyHcRrYfau+5Q/ibz6yPrN+NYc7OAJKlZ/pPbr8PMPItwcijtbLV19lkgO4l6z4nYVV4DvyGjhJwBs06+Kk3sQdwpwkp5MMnUeI4Upl9sPVzS7eAvnToBsS4nRDoGgZc+HNbI1Gv9Gl6qDeKQT2bEpSC4XZIoY222C64Bjosc39/n1JxM3HP1SvzHUy/Br8v4yxvv48p5MwWhVH/HHK6sQSvDLG02TMnKQCYBjFEuc8blIjUuFjWdfuwtq0J1S6vQGT/dYU2MVXFjjgtPVfngMRXUBIE/7q/Ds9v2I6gbsCsybhCRDzd0g0gtAQ2CBN40RTpFXwAEx8M0jGBDOyRFganrkFUVqbKBNC7LW+UEC1xcOAlfu3olfvHCOjS0tYt0ly+sXoYJGSk9Ihuuu2gu5k0Yh9++8jae2LBFRCSWNrXj/97ejGsvmhOWR6XUuCRB+E5dAIRf5+P75PemEwZmbbAsMAwW4LUY0g0ENQ26bsCmKohxjH5UMvkfmFIpmaZIq4iznQgkJNtlXJbhEKS+O1qC+LApiBYS3Kg2KHYFSaaVZjYUl0xZYxPe2HNQRBzwuXfZnJGNfojMYWnhRNyxagl+/NLbYhEj3qbijkuX4vblF0WqjMpne3u7kK+MXnRnZH9qamo3TwIHRr+R/iMLfc+UlL65oyjSEAyG1TpycnKEQkXviTU3N4NgAQv7cbtPDxDi37/f7xecjPTf33nnHfzqV7/CkiVL8OlPfxp///vfcdNNN+Hiiy8WPnHvcfD3mAEgiJr87Gc/wwcffNAjP6i2thZ33XUXfvnLX2LZsmXdc7jtttuwdOlSZGVlic/uHYP4wjQOhoe8+uqrePLJJ1FWVgaGh5D8ctGiRQI8oEFpzKeeeqpHiwQmCFhQUuTaa68VLwSbNm0S3BS8mHhSOI/rr7++xwVUWlqKr3/969i/f79ojwoe3/jGN0775PcY1El+7DlWgcfXbxarWDB0fOaSRRb4cBKbWbvPHwtMy8nGW3sOCcK9j8qr0NjuQVrCyXkgZDrUepiEMmSeOzoYJJ5879ARGHJ41WJx4UQ0GTa8V+kjjxQWJtmRH6OAq+TRpdan44WaAA4HGLtvQjI0LE1UcWW2S4SSR9c91e9UiyCj9Ss79mHjoWK0BQP49SvvYFJmWp/nilEcVDaBzU4pAqGA4bCN/uNuTkGeYAEnALG/ogbVzW2Ynntm/DvT41VcY7jwj/JO6IoNamIaLlp1JbauewlXzJyMn336xm7wgVcpySRDhgnTMBEnIiD6PhuUq3RKJgKyKgB52W5DmqIjvYs8tO+jzu+t5Ni4fO4M8R7gsNnQ3zWXn5qEH996PWaPy8V9jz6NTh2o62hHZVMrxqeFibUpwumUJRHdwuu5XWMqjHQOQZ3n97Vyts2e1yAV1AhQU0a4rKEJxTX1OFBVK1LdJmVl4CtrV2JiRuqoTY33NypgwO4SEpy5MSrcvZl5u0ZHsulku4RV6Q5ckGzHjuYgtjQFAF875mY4T3i+jdqkztKO6QuRVLq8mVGlEvJTkrFqVuGozIb34esXz8MHRSXYV16NO1Yvxb3XXYrBEI4P14Dph3JR/YEHHuhBJ0Cpyt/85jfdCo8UXXj44Yfx61//Wviml112mXDwFy5c2MNX3r59O+655x4BVND2lMWkOgUXzCOFC+X33Xcftm3bJjZ97GMfExkFcXEnf9+NtBH5JIjxxBNPYPPmzbjwwguFf85MBUpwEtTgfkY7UAGjv9L/nv6OGKbtRG044GhjsSumZNCYixcv7tEzow9Yn2DAqZaioiKhqDFhwgT89a9/FZELlPqkIdkm5T+TkpLEiSL4ESkcx9atW/Gtb31LRGJwO8GLb37zm/iv//ovTJ06VaBZn//850WEw4oVK8ShRLfuvvtu0S4vOBZeKJQcvffee8Xv4fofHxYPvb0Jta0dAvlj9MNVF8zqsSIzXH1b7VoWOBssMDM/C0mxMajx+PBRWZVQXzgZAMHwdLcqdwMQ/nMoPHpfWTXqxf0CSIp1YVZ+Dra2atjZGhIPvI9aQ5gWp2BZmhN5LkWEmtf7STjpRxHBB+YXBPy4NMOJVRmOMwYfItdQenwcvnrVSuwpq0RbIIjXd+7DugWz8YmlC054kSiubUBjB6PNTMS7bKMmvxkZe+RzQkYqshISsKeiTnAF8CX+TAuj7jLNThjVRxHKmAjVYUf+pELkx8fgWxeN7wYfIv20dkk6Mr2GhJb9RUDEqhJcqoRgF9sJuTySVEkcE2nL+uxpAb7QxrlO5NToWSv8iy/Fc8fnYmJWBvZW1YO69DXNxwEImyKHU5ZMnUk78BE06qsha5tlgRGwwDsfHcIDb2wU8sxM4QqFNAQ1gpnh1KCNh48h2e3CfdetGbVIiMaAIUhzZVVByNuODGf8SQE7Rhol2ySsTHfg4lSHAM8dRNqtckYWqGttx/p9hwT4YIcJpl+4o5zhM2r8NA6enpOJJ795h4jYiXU6R90HYgR+QUEBfvrTnyLiK3JaNputO8KBi9qMLMjIyMD69esFAEH/lWIMf/vb3xCRtWxoaBDKkKQnoFgD6QnIt0A/lgvlkcJF8NmzZwt/ldvuv/9+/OIXv8APf/jDSJVBf3L8XMjnGJiZwL4YURFJsYhkAURHd/RufMwAEERJmJJAVCiCmDBqgA46kR+mLPQurB9Jmei9b6DfjJq49dZbBZFlBPBg2gRRIfZFAILGo0H5L1IITjDEhVKgvHB4kj/88EMxRl5AHDfb+fGPf4yKigo0NTWJC4kX0M033yxyYnghsXz/+98X4Mrhw4cFcBHpY6g/dxSXi1VDrmYyF/u+a1eLVcOh7sdqz7LA2WoBEhBR+aLWw1XpalQ3twpCuIHmw7X/yCsKX7/OFRVOvlB+cLg4nH5hGFg+fQrcLhcq63WorhhoAT+Cqh07Wn042KFhRrwNTAPY3hxEmWZj4APMgBeXZ8YIAKI/53Yg2w6075KZU3DthbPwxMYPEZJl/O7VDVgwaTwmZ/V8PuzrimRhW9PzskadgDIyJzqo0/Mz8fa+QwhJCg5U1KDN60NCjCtS5ZQ/qXbxq+dex5Pb9mHaBRdj5oLFsDnssGWPx2HNgSyT4fzhZunAUp3EkGTITMGwM8y/ZyRLZABhIkoZ7VAgyQoC7W1IyXKc9IU+crz1eXILxDjtyE6Mx97KeiF5S/LXSGEEhEPQcPCsSfBrpliMETnMkUrWp2WBEbAAnwtMLXr/UEmYwI99ipu9IZ6DfAZquoZH3t2MRVMnYM2c6SMwqhO7qPRp8OomTMVAtlNBHNmPB1lUSUJYEXfwxwyy6fOy2rGGJqzbc0DMPSMxDmvmjs41ETE+gfrBgsORY4bzk/4jwYbx48f3m6LAzAACFAQfIin79CHpP27YsEEcRx/2/fffF4vaa9as6a73k5/8BPSh6bPS52V9Rk+QtoB+Kst3v/tdbNmyRfA2EJg4lULKAvrnpClgNgFBkeXLl4NRFVOmTBH+MQMLIv58X21H3qH72jei2zhg5o28++67Iq+E6AojEhh+wpySaF4IDuzIkSMizSEvL++Ux0lQgScgAj5EGqChenM+RPbxs7y8XERcRMbDXBpGPvB3tJFXrVolUjQOHSL6B/z85z8XyFAEfOC2uXPnigvihRdeEHWG438kafvli+tQ3+4J52JPnYCVM6eeYMvh6Ntq07LA2WIBOq+ZCfHihYq5o6UM3T9JIb9BxKkzIMF3jshw+kNMvzgKppTw4bBgcgF0WYVfMwQ5sKFpMAI+yLKKkM2F7S1BPF/lw1GPJpwjM+DDmgznsIAPPCUxdju+dvWlyBXAsIS9ZRV48v1tIjSY+zXDQEVTC17fdQDCmTNNMOogPf70eIJOchmc1m6G3ad1jWd/ZY0Iuz+thgAQfPjFc2/gkQ0form1BQd3bIa/phJ6kFJzKtbV+vBhM2lSw4VRfE1+HYrdIUKUE1S5X0Ah1SGDURCyogr+hyTFRKqVfnG6p6rP4wg8ZSVTHtZEZyDQ41rgyqxYiTXDKiSdJO6QLOeoT0NaG4fVArtLy0FOHRL7SIaOiWlJWDVzMr502VL8z+duwbxxuaBWbJ3HK+7HVc0U8B35UubR4CcAYRig/GYsoxStMuIW4HNGqIp1+kXSGJ/Xy6ZPGvFxjOUOGT1AP5d8DvRzyfPQW1iBHAv0MyPgA+dDX5MZAVwwZwYAjyFIMX/+/B71CAY8+uijYqGbx/3P//yPSPWI9plnzJgBqlQwmuJUCxf/4+PjkZ2djVtuuQXPP/+8oEvg4jsX8VevXi3GzugMzpP0Bb3LmImAIEJz++234+mnn8YjjzyCAwcO4OMf/zheeeWV7nCUyOAp8cE0B6Y15OfnRzafQtP+YwAAIABJREFU8SeBCebV9FWIIpEMk0aNRF3wQmAaR28gg2AJox8iZCDjxo3rIT0Sab+trW1AwCNS73Q/1+8/jE2HjlKPCE5JwhdWL0W2eNk53Rat4ywLnHsWUGQZ0/Iz8e6BImiSgqKqWrR7vYiPIpntPWsmGggyRvoDsgztHAmBaPZ4sae0QtwzSIB3yfTJ0FU7grofkmJDvksR+bJHOkI45PHBkFUEJKIxBtSQX/A9LE1z9BvW39uOp/ObnAl3XrEcP3n2NXSGgD++vlHkHfs0HS9v34NDlbWoa+sQoZaSTcYUAkyjLMEZPc9543NFSki1x4f95dWobGrBjLxT54Eg+PCzZ1/H/23YIhQSbLKCq2dMxDcvysdbLQqKaBy7A69U+xCvSpiRYEPIYCg/INtUECxy2/p/QY9TZVCJTjJkyKoNqYqBFIuAMvpUnvH3RJezOzqnMxBEdXNLd5u8tVBWlS/zJAC1UjC6TWN9GWELbDpcDF6fMAxcfeFs/PvNa5GVGA+nTYXL6UBKXCy+87cXUNbSjhe27ceywsn43KVLRniUwDFxzyP/g4k8t00AqCM+CKtDQa68geoXkowYWcaq2YWwK2PG3RwTZ4hkk4yA37hxo/AXyQ84a9YsEYUfiVCgj8mUhujMAA6e3IiMiiBwQToC+qHRIEVkgvRDCWKwEHjoi7ySaR59gQORNgbzSd4H/mNhRAc5Idg3wY0vfvGLwhf+0Y9+hEsvvVRkFUTSM8bMFUGnnRECTI1gGAkRE54E5pT0LjwZX/nKV0TeTAQM6F3nVH8fO3ZM8D8wfKSvUllZKaRF7rzzzu7dRJ+Yj9MbtWLOC0NrIkYuLi4GQZPehWMfqvGLts1wjiht2eLpxB9efRetPkrpmVi7cC5WzpraVS2yHtZ7RNZvywLnpwVm5+cgNc6N2k4/DtfUo6qlHXGugcPiGSIdKXzh4b+zuTB64P2Dxejw+cGk86l5WchMTkB9yECQq0qyiWSnjLmJNlyQZENJh4ZNTQEc6QzCqUi4JtuFhclh8GE4bcH7G9mrX9u1H+8fKkaLP4D7H39ORD+0+wJCtYH3PFW1IT0uBhdMCIPUwzmmUznv4zPSkJ2YgF0VtWgJBAWZG48fzPg4dxaCDz999jU8uuFDkH9EgYmbFs7Hjz51vQA33C4dj5V2oFE34FUceL6qE27FDZdNAYN1TNMAmeCZItNfv+yKBG6GZkB12JAih5Cs9l//VGxg1Q1bQLWpQoWHvwgOlTWG3xMi54R/VyySLKMzpMEgD0T/mFG4Uev/lgWG0AJMv3hz9wEQ4GWkzmWzp2FGfk8FtWsunIW39h7C/63fAh8kPPLuB5g3MV9wnESu5SEcUp9NNQUNtGkmZJuCYGcHMu0k1uNzuc/q1sZhsgCfUcW1jVi/r0j0kJkYh9WzC/t9zgzTMIalWXE3HqIoNPq2XNAmyMDv9HmPHj0qIgmuuuoqkebPSHlyDD722GMijZ9gA0ELiidQKIH+I/1N+qEEI3qXaD+U6RiMRuhd2AbHMFSFURHTp4fTbbigf8kllwgwghEflOb8/e9/L3gq2N/Q9TpEo09OTgb/DVQYqUBOhcjL2EB1B7OPN0jmx5AhlOoUvQuBBqJIVN4gahUpPPG8CPg5UGGkQyQaYqB6Z7JPyIa2NME0NARCOp7bsQ+bi0oQCGlIjHHihjmTIfk6UNcZVuo4k76sYy0LnEsWoJpFttuGpBgHjtU1Yl9ZFQ4cLUaeS4LH3zfJrZ3qAB4bOrx0CnQ0ezW01LYgaIYdhrPNPlSZaPf5sWHPPiHfKJnA3Jw0dDQ3ogwhBA0JAX8AsuRHe0Mb4hUTmYaJS20GliYyUd1ASqADLXXSsPNh8L5PLoXbFs7Egcoq1LZ60OwL250QLIkTZ+dmY0VhARZNyMXkRBdqqyvHxCnhKJ0OG3ITXLCZBjo6fdh1pARHJuUgOcYpZO0GGqjLrqKyuR0PvLMFj72/U0Q+OFQFV8yeim9cdhHsIR/qqjtA3utlThNv+WLRqimoMyU8U+HBZIeGkKHC7/MjxhZCa30NJNWA3sd1q0gm0oIy3AEN3oCKZEc7PPVNZ+01PpBdR2tfrNMOVQuIRQwjpKGqoRH1tZUinF2BAV9IgQQX/EENHaqOutoqOCWBD47WkK1+zxML0M/ivbakvhkHK2rgCwSR5HZhQoIDrQ218Ie0bkvYVQU3zJmErUXF2FVahc2HS/C3dzch6dJFcDtUaMOYosh7KjGGQwEVPs0BX8iHTMVEoKUBjR4dWh/3tu6BW1+G1AKKIsEf0rF+90dCGYXR13lJuRjnVtFQWw0qqZyNJeJrqjYbEpNShmThODExUSg4Rjv/c+bMwZ///GcBOjz33HMicp6ZAC+//DK4+E0QgUSTlLckWEGAgQvy9ENPFsXASIfei+XDfS7oLzOqg4UciiSsJN1CpIw5ACIysIE+o0/YQPUGu+/BBx8UqNNf/vKXPi8snjiqZDAyIxLVEGm7929u58UajfqyTuQCjhzHT9aJrhe971S/s4/4+ESxstXQ4cFjm3YJ2U2bJOGmhXOxYu5sJMQ4xQpK+HZ9qj1Y9S0LnKMWkCQsSEhGbspm7K9uQmtIR0tAgysuCbaYE/PWaAW+9CRAh8t0irxsRepEfEqceMAO1d/0SFqb96eg7MHmo2UipYT3jcvmzUZOVhZ21WkwQHJgBTnxbqQmKSC3V6wkIV1ClwKFKVZwR+YFQxKp8DcvW4TdNU348xsbIcPAxVMnYc2cabh42iRkJMQixe0SpFN8MGt95B+OpH2j++K9ekHhFLy0uwgBw8TRhmZ4dAnjEpMHfB7wuLo2gg9b8fxHR0BoTIWJ6y+cjZ/cdi1ykxIE4BwDU5yTRZIMl8fEMxVeBBU76qGg3R+E32TEhIEUlx0pyW7EUTU1eoBd33mNL0iSUWjK4iU+UUmBA8ZZ+xLZxxRHfZOiyMhMS0WS0w6PahPcK7rqQnKsG4ywCmpATFsQkuqErvuQkJQyZKoyoz55awBj3gK6YWL79oPo8AWEasDCyQWYPG4c3AnxcEUtvPH5sXxuEm6ubBRRPJ6Qjqe37MHF0yfjqnkzoEfVHY5Js//GmgACIvpYQYFbQmZKTL/3tuEYg9Vm2PdprGvEtmPVsDtccNsULJ81DWnpGdCEUlhfT5qzwXJ8GvLVSD7BBzzd0ffVFqMRmCZBjsNIYdTD2rVrhVgBOQoZXcB3GkZCcGGbFABsq68S7WOyTl9+KI8biXdWSn1SoSO6nJUARPQEzvT7n/70JxHOQikSkmn0VRobGwXhB8NlepdIdET0dkZL8MKInFReLH2FxxCNitSJPv50vvPCsnVFZ7zyzmYcrm4QL4ppSXG4+8pLkJoYzs85nbatYywLnA8WmJ6XjfUHjyJoGDhW3wzFZodi63/mDkcIaqcMSZEhQ4VqP6633P9RY3dPS0cdats8AlCJczmwvHASXE4XWo1OgESEsiScVrerb6P0vXX45stYtH+7aS0+tXyhcKBT42JF+gHzkqOLIisDnsfouiP1feGk8chKTkCNN4CimgZ0ePywOwaWb+Qz5IHXNuIf2/ah1esTHCQ3LrkQP7/9+m6OC0evPNv5SSZIXvhCdQBBAN6QIcAJrm6mOm1IjnENyGtIG7tHyijnaT85CYnITU3GkcY2+AIheDp9yEpNEdZwhkzYEUBIZiqMBN3mgmOk/9DO0/NiTTtsgQ8Ol8Kv64J0+cp5M5CXntavae66fDk+OFSKdw6XoLbTh9e278Oq6ZNB52O4S3WInDc2kFZ3XKyCFPfA99PhHs/52n5Dczs2HzkGRVWQn5qEqy+YddJ3qfPVVn3Nm0BBdKQ968TGxoLREZFy8OBBXHHFFXC73QKMYBREbx+TkfnRkff9+aH0V/vij4j0NZyffcMmw9njGGqbkQ+U1Pz2t7+NBQsW9Dsy5s1QnYO5LdGFpBv33HOPYPqMTsMoKyvDv/zLv2DixImi+l133SVuwMzxiRSSWjKigqQcQ1maOjrx9y27ESLQaBi4ceE8FOZkDmUXVluWBc5JCxTmZYp0JWLdeypqcLi6bsB5qpKJoKcdpqZhT1kVfvTs69hZUj7gMWN1Z1DTsPFIqVhB531jZn423F3SkC1BA7ItrI8ebwuvBIyVeaTEuTF/Qr7geRiXlixI0cbK2AYaR15GKrISE2AaJpq8Aewkw/wAhZrq33vqZfxp/VZ4giHQB71x4Xz89Lbj4ENfh1NJYVGKEyvS7EKGmZwDYhXEBBLsConrrTLKFlCcNmSlhKMXqYRxpOm4goBkmoi1yTD0sBJGO0MirGJZYIQsUN7YjG0lFTAJ4kLC4qkFA/acGOvGZ1YtQl5irOAteXbnATy1Zc+AxwzFzuaggeaALshy9ZAf2TE9Qeih6MNq4+QWCIY0fFBaLqRQDV0X8tiFuadOsHzyns7uGgQGCAj0VRjxEElb6Gs/1TJIXHn99dcL4IBpGORE5HYCEZHCdA0KO8ycOVNsonBDZmZmD+GD+vp6oeJ47bXXRg4b0c/zFoBgugWJPKiVSsmQgQoJQqif2pswkqjUNddcIwAM8kew8KL62te+JiRRcnJyxDZyRzz00ENCRSPSD3VciVhRTmUoi6ooyE1mtIOE+QV5uPOyZXAMIcHIUI7VasuywFiywNTsDKR2ySPuq6hCRRchXH9jpHNAzhU67NUtbfjdG+/hB0+9hENVAwMX/bU3mtsp2bvtaBkYckveu4VTCmBTFZHGRYlRWZJhNzS4ItqjoznYc6Bvm6Jgak4GFCMEU5ZxsLIGTR2ePmfGtAtKbf7fxm3w8gVD13DL4vn4yW3XIVvc6/s8rHsjiQwvTXfigkSFDyjINpuI2kmySUJqtbui9WVULBDrdCAjPrxC7AtqqGlt6x4HuU5ihBKGIaIlmbJjFcsCI2EBptN9cLgEzR6P4Pi5YNI45KYknbTrtRfMxOrZU2HqGpiK8fiGrdhNZaVhLBWdmuCmIbluhl1CvCW/OYzW7r/p0oYmrN93WFRIjnFg5cypIL+UVXpagFEHVHvkAnh0efHFF/Hb3/4WX//618Vmplzs27evB1hBZQnSAkydGhYVIABBGcwf/OAHgowy0h7bKCgoELwL3PaJT3wCzz77LMgtESk///nPQYGFlStXRjaN6Od5CRMSPaIkSHl5uUCM/v3f/72bSJK6qN/73veEZEnkTJDgY/v27aJOdK4NV5Iof8KT/8lPflK8IDAlg6ExlCGJ1GWYzBe+8AU88MADYKoHy7Rp03DjjTcKEpFIP0PxydDp73/iGnzmksVCX3yahT4OhVmtNs4DC8wel4OMhHgcrGtBg8ffrU7Q39Tpi9tkWYT/E5wk2dVb+47gl8+vw++++ImzZjWe8wsEQ9h6pBRQFNgVCRdNHCeYkesD5HYwYMqGkHK0y9aSeX/Xw6luZ5RJekIsajx+FFXXoayhWcjZRbfT0N6B37z8Dh59b7sAHySN4MMF+NGt1yInJTG66oDf42wyrsqOgVf34bCmwmUEkeqwXgwHNNoI7Yx3uYQSBqEFbyCIiobjiln8c3NQ89c0oZkmPKEwENFfLu8IDdnq5jywAAnM3957EAGqX5gmls+YLDh1Tjb1GLsdn1+9DNuPluOj6gbsrqzFqzv3YW5B3skOPe395T49rNIh6xgfZ4OTfzNWGXELUAJ7W3GViLLLT0nGmrlhNYQRH8gY75ApD/Pnz8drr72Ge++9V6hTcBGbqhd33HEH5s2bJ2ZAfgfyQXzuc58TaRmMjqCvSWLKiOwlK3KxmwvdJKrkIjgj8pcvX45ly5Z1L5xTzpN+6O9+9zv88Y9/FO0zSv++++47IeVjpMx3XgIQ48aNE1Ig5GAgwhTNw5CWltbjxPJEEGSgFErvCAju4wVy9913Iz09XYTA8MWADKW9c96uu+46kcdD0INlxYoVol3xYwj/xxWTiRlp4t8QNms1ZVngnLeAy25HQXoq3j1wFLDZcLSmHp3+ANzOvrkd7IoMhyKL3HpZkaHKEnTTxLNbd6IwLx33XrumX5uVdeo43BHEOLcNk2OVLiLHfqsP+46yxmbUNLcJdk23w4bZ48Mvi01+HeSO4spSikPFGMvAGHa7DGcHs8blICc5CTWeGuyvqEJ5Y4tIJ4nu86Vte/HwO1u6wYebF8/HDz957aBWIqPb4fckm4wbclyo9WmIUd1IsVsARG8bjcbvGIcd2clhMMkfCqGm+TgAQT8q3iaLdxQCFAFKqEqSIMEdjbFafZ4/Fmj2dApZZoPRbwBWzZwKPiMHU+aOy8H1C+eg+KW34dWB9fuLcOOi4UkH5vt7iScEME3QMJAXY4PbWnUfzGka0jrtXh+2FJXCzwULQwMXPwsywlw2Q9rROdAYoxYIQDC6nmSSTJ9gVAO3RVImOE3Wo5Tll7/8ZfEMIDfE0qVLkZ8flhaPmIK+KYELElhywZyFPmdvRUmm/RPEiJBcMgK/sLAw0syIf563AARBiMEWggtkIe2vMNLhYx/7WH+7u7cPNd9Dd8PWF8sClgWGxAIzx+cg0WlHm2Zgf2UNKppaUZiT0WfbUg9WYZJRKuIFyGdI+NOb72FGXg6umDfjhGMbgwaer/ahOiQjrc2HOwrcSLSPXmRBSNexs7QcQZGTKIFknCmxMWLczUENGp0ew0CCTYIV2XrC6TztDRMy0pBNcuCyWnTqJkrqemp0f3CoGL999V10hDSYWgjXLZgjwIe81JOHQfc3qDSHjDTH4JyI/tqwtg+tBbhokJHYRdInK6huOp6CQbJQgpymGYIJCT6tSzlriLToh3YmVmvnigUMw8Tu0sqwlCJMTM3JwpTsjEED5VyIWzNnOl78cA/2VDdgZ2klNh0qHhY+slbNRJPgKXJC83Yix+WEFag38ldiSV0TNuwvEqKoKS4nLi6cCAsqHfg8EEjoDSb0PoLiCJ/97Gd7b+7z9w033NDn9uiNBDD4bywUawlkLJwFawyWBSwLjAkLzOGqtMhzlUQERE3LcUK43gO0SyZcvINKEqgPnRQbh7S4sONe2dqBXzz/hgitjz4uZABv1fpR6gc01YZyr4YKr8YI11ErXn8A244eA9PLKa950eQCkKOApSVkQjPCTg8JKG3Wm92QnSeHTcXk7HQopg5IsrhWWjydov2aljb8Zd17KKpvFhqZ88fn4bs3X4n81OQh699qaOxYICUuFg5ikLKCpk6viLzi6BRZgpN/c6YpVK06BQAxdsZtjeTctAAjcd7YdUCA0pJhYMXMwaVfRFtjRn42Lpg0XqQoenUTW4pK0OI5TsQeXfdMvld6dQSNMOl6hkMWqYJn0p517OlZYH95NQ5V1Yv3oUlZaVg7/8TFl9Nr2TrqXLWABUCcq2fWmpdlAcsCp2yBWXnZyEyKFw/RmtZOVA1ARMnwMVtXqKdks2FWQR6+tnYV0hg9IEmCPfy/nlsHfyjMTEyM4aO2IHY0B8QqgebzgSoF1X5d5Hef8mCH6ABfqIv/QVbgtNuwYFKY/4HjbQsaMKgxbRgihN9KwRgio3c1Mz0vC2mxLnE9UHWFPBAsL2zdg9f2HBLXEeXk/mXVEszM61smemhHZLU2GhaIdTiQ2nUd+IJB1La2i2EQBoxVJRGBxAiIzi41jNEYo9Xn+WMBPhO4ms30C0borJ5dCKYKnUoh+fnyaZOQ0SWHyYiu4VCJKvaE4NdNUHVhnFuF00q/OJXTNCR1230+EUUZYMyDrmP2+Nxuaegh6cBq5Jy0gAVAnJOn1ZqUZQHLAqdjgViXEwyNZ8h7EMCR2nqESMLVRwkvuhgiH1uSVZHP/8U1y3HPlZcIpQIe9cyWnXjgtXfF0c0hE2/V+aEptu6IB3JG1PsNMDJitEplU2tY8UOS4HbYMbcgnF/IsTUGNCFtxmX4ZEf4ZXS0xnku9jt7XC7yRFSDhIMVNWjs8OBAZQ3+tG4jOii5qOtYO28ablocJqU6F21gzQlwO+0i8oqgnyCibArzQDD4oZtQT5JBRZpRDJayTtV5YAFG431UVoXKpjAYmpeWjJnjcgadfhFtolWzpmLBhHwhyVnW3I6NB45E7z6j760hQzxPd7WGACq9yRLyYlRLqemMrHp6Bx+srMX6/VS/MJEeG4OLCyedXkPWUeeVBSwA4rw63dZkLQtYFjiZBWbkZSPBaRPVDlfXg+HwfZVQMIiA3y8kb6mIkRgfi3i3C3dcejE+tugCssUhYJp44PX1+OeW3Xinzo/qYJhPAXpIhFVLzPkexQgI8j/sKq1AMKQLZ3dKVgZSYt1iupoBeDQIAEIydMRaK0t9XQZntG1CZhryuqTt2oMhvL5rP/7w2nocrmsS7c7Nz8KXr7wEie5was8ZdWYdPGYtEOt0CgCTA+Tqc1UXAMHfMQqBPwhVLQFAWAjEmD2P58LAAqEQ1u05CL8WEs+EJVMngEotp1OYWrRy2kQ4ZROmomJzUQmO1NSfTlPdx1CKdktTAE+Ve/FqbQAdkgOqw4U4M4QJblXISHdXtr6MiAX2llWH0wUBTM3OxMoZU0akX6uTs9sCFgBxdp8/a/SWBSwLDLEFpuVmClk8NnuosgbHGhr77KHT70cbNdKZug0DqQlhIrmkWDfuve4yzMvLhGnoqG7twF+2H8bmBh9kRRU5/8vTHHDAEM59Q9CAh0yPo1A8vjD/AzkIIvwPKlMuAHRolP7jNxNxqiTkOUdhiOd0l06biklZ6VAEASjw5Pvb8eyWXfQ2kRLjxB2XLsWs/Jxz2gbW5IAYpx0ZCbEClKT8YV1bR7dZ3GR+ZYSULMOvGcQ1rWJZYNgs0BkI4N19B2HKilB2umr+LLjsp85XHzKBog4N6eMnozA7A3ooiD3l1Xj3AIkKT68UdYTwdIUXL9YGcER3QnHHiudTvuwXCj+Z3eFCp9e+ddSpW4BqKTtLykS6jgoDcwpykdb1LnTqrVlHnE8WsACI8+lsW3O1LGBZ4KQW4MtSRtcDtKy5Dce6VqN7H9jp96HF0yFCom2qHYlxCd1VZuRn4b7rVgs5sLjkNCRPmQPT4RSAxIwEG1ZluJAdozIcAkHdRINf7yEH3N3QMH/xBgPYeqREODeUWLto8njY1DABZXPQQIjxuIaBZIciAIphHs552XxhXibS4pxi7s1eH9oCQXGdXDV/Oq5fOPe8tMn5Nuk4pxPZKWEpTl8whPLGcPg77eBUJAE6ELwkKGiOYrrW+XZezsf5Ftc1oKiaUQoS0uJjceGkcVC6QOlTsce+1iCerQ3iqCMdOZNngmAr720fFpWi3cfIwcGXCq+OV2t8+GeVH3uCLoQcsZBkCUlaJ1Ylmrgxx4V5iXZLpWnwJh2ymkzX2bDvkABPsxPjsGy6lX4xZMY9xxuyAIhz/ARb07MsYFng1CxA9F7k5RMcMCUcrWuEpp/41t/e6UVTOyMgTLicTsTFdUnpcbFSkjF/fA4m5mZj5gULkZGVy2qIl3SsyXQhQZWRHaMIrglKltUGdISpKk9trGdau7q5DaUEWMj/4LJjXkEeOB4GPhCAoDKGYRhItMuwCCjP1Np9Hz8jNwv5aalCAYFgD/lE5uZm4e4rLkFyXDgdpu8jra3nigXsqoLcZMqrSuI+EA1AqFTbUSTxd+kz0BWVdK7M3JrHWLPA+n1F8Id0SKaBxVMmIOk00r86Qga2NQfRrMag0bQhacpsFEwqhBEKYuvhUmwtKh3UtFuCBjbUE3jwYl2TgWbFLYB6u9+D+Y4Abspx4ersGOS6wqD5oBq1Kg2pBXaXVqCsmRFbEqZmZYprZkg7sBo7Zy1gARDn7Km1JmZZwLLA6VpganYGnF2hzkVVdahtPZEHgpJiGmRBQmlTJJDJPrpokDCpcCamzJoHSVEga0EsT3eKlyXmdFMyjGkPkqKiZhSIKMn/wJcHymzC0DEhIxVp8WEQhZvaQjp0IhFCAUOyVpeiT+4QfifpaXZSAiRJARQFSU4HvrRmGWblW6oXQ2jmMd9UKsEmk6QrMhrbOoTsJgfN21CswmCpMBmu3zgRDB3zk7MGeFZY4OkPduAfm3aEM35gYtXsQrjsYT6kU5nAvrYgyv0mqPQU8HQgLiEJ0xcsQUZmDopq6rB+/8BpGHwm7WwJ4NlqH56r8qEKMVAcTgQ72zBF8eGGbCduzo3B1LhTH9upzMOqO7AF6ts6sLO0QpCAOiQJ8ybkWaD5wCaz9kZZwAIgooxhfbUsYFnAsgAtMCMvB7ldIdGHqmpRXNPQwzDBkIay+kboWkgoWpiQYUo9b6e2mDgkFxTC7oyBoWnIkANYknxcyizbqYC8jrKqosqnIdhHlEWPTof4B8Ngd5SUCxfHJklYNHlCD6bz1qAhVltNAUAosBE1scqQW4DydhdMHCeUU6DacfPCObhmwewh78dqcGxbIC7GhVibSiE7ePzBrugqgJwsDqZhEBUE0DlKfDFj23rW6M7EAnQkf/b8G/j2X5/DAT7rFAWZCQlYUjjxlNMv/LqBQx4dAYcbWjAA2aZC03Vk5IzD7IVL4U5MwaYDRShtCBPt9h53sUfDi1XhdItDugtqbAJCfi+yTC+uynDgY/kxuDDZbkXk9TbcKPzmAgblVfkSNC4lHqtmTx2FUVhdnq0WOHVmmbN1pta4LQtYFrAsMEgLzMjPRm5KEo42t6OCPBANTVgRdWx9azuKqmoQtKeJFAxKVgZ6rUxSblOKS4KsKAh42hCvN8ClZnS3kuZUwFUDTZLR6NPhCZlIPI5PdNcbri9eP/kfSsWKa4zDhgWTx0Ml4R2DHkwTTQFdRG6YOlMwJCiSBUAM17m4YeFc+ENBtHv9+Nyqi0H2eKucXxagEkZ+eioO1jTCFwziWEOzIHMj7udWFRh6OCXKK8KSzi/bWLMdPgvsKC7DH998D0+8vw1UZSIhcX5CLL521SpMyT7+vBrsCI50hFDaEYTpdCHFJiHNYaLKp8MJFBbGAAAgAElEQVSvxqBgygy0t7agaNdmvLZzH+6+/PhTtdqnYV+bhh2tITSrbpgOB8xQCCkIojBJEaBDPnmTrDKiFjhaW4+KxlYEgiGkxMciIzEOSW434lwO7KuoRnV7J0xZxrS8LMwZnzeiY7M6O7stYP01n93nzxq9ZQHLAsNggZzkBIxLSwaKjsEPGRVRsnjsrra1XURAGNkponcGRetR9PRcrGwMGFBUOxhB0NHSjHZ/LQxjlpDT40ExioQUh4yOQAi6JKM+aCLHHQ65HoYpndAk53C0toE5IOAqvOB/EAHfBCCAlhBVOpzQNB+SVK7LWmW4LFCQkYrv3LR2uJq32j0LLEAQMCsxHgeqG+APhrrlfwn8xTBXy2cKbha/IehkrL/Hs+CcjuUh+kMhvLztI/z+9XfxYVmNeC6Zuo6lUwvwpcuX46ZF8095+EHDxEdtGjoUB2yqjGkOVaQdvtcQwOZ2Dc4YNwpnzUdrazO27D+ML61eCj8U7G8LYFurhuKAAll2QgoGkBnrxJQYBxYlO5DeM7jwlMdlHTB4CzA182hNA0hGerCyVixSHKysQacvKKJC+azKTIxHclws3tp7QPBHOSRgXkE+4l1hMuXB92bVPJ8tYAEQ5/PZt+ZuWcCyQL8WmJydAQdMBCQTJXUNaOn0dhNy1bS1oaiqFuNS8kX4IWQFXu14brbfCK/60FUIBgKoqa5EmtrZQ+mC71Q5TgXFHX5IKnkgNMw0bLCPwMsWSTX3HKsMczyYBgoyUpCVdFzFw6sb8BkyZLsinJ+YLmWMfo1l7bAsYFngjCzgdjgEFwgboRJGVRfoSeCPJJTkaWGklSdkiPsIyWKtYlngdCxQ0diMR9dvwf++vgGtgZBoIs5hw/ULZuPrV69GYU7m6TSL0k4dRz0hqI44qKEAJibaQGnMJSl2VHV2okKKQUJKKmbOX4Safdvw6I4ixOVOxOYGLxRXHGQzhIDXg/rKMnRqHUhNdmKTXUbIMLs4Ufq+5mOddjBqsSA99bTGPdBBHT4/DlfXwx8MYmJmWo/n5EDHnU37Ov0BlNQ3obSuEXuOVeCDwyXYXlyOTt2AFEktlYCG6nrsqqoPr5KYJkxNE+k6k9KSsbRw4tk0ZWusY8ACFgAxBk6CNQTLApYFxp4FplGdICUJR5rbcKS6HkXVdVg4uUAMtKalHY2dPuRp4Zc3btSjUjD8uolqvy6Y67VgEA11NWhOkGEYJtNrRVFkCelOBXZFgq4oQgmDaRz205A8C7c4+P+3eb3YUVLWxf9ginlRuSNS2kKmUL8wdB1JNgkcq1UsC1gWGD4LuJ0OkfbFHrg6XdkFQJAnJlaVYHbpb/o0OmNU2hm+sVgtn7sW2Hy4GA+8+T6e3rIznHIBE3QgP7tqMb64ehlinT3JlE/FEnvbQmg1VaiSgomqFxPcYRWfnBgVl2W58GR5J3z2GKSkpcM+fyneC9iQ2qlAtjsR8nWisbYaZUcP4dDe7WhtasIjTpdIYRx4DBIkLYCr58/Ef33m5rCC1cAHnHRvu9eHIzUNKG9owpajpdiw/wjafT4snToJd12xQkQLnrSRMV6hqcOD8sYWHKmpF4sRW4pKsPlQKSS7XURaEd+UTBOxKjA+PUWkXLR1+tDY0QmCMl5dh2TntWKK9M35BVb6xRg/5WNueBYAMeZOiTUgywKWBcaCBablZAqHgABEcX0jmAtJAIIhipWNLcJ51/UwM72s2qAh/J1j9+kmanw6ZNkOTQuisb4WTXK8eLBH5kb/IdspgwoaJpUwfAFEBVFEqg3LZ4cvgG1Hy0T4JF84SYIYDTJQ/oyp5gzJTY5RYImcDctpsBq1LNBtAadNRXZyooioChoGKptbxT7+7TkZAYFwCkbACH92H2h9sSwwCAuQdPiVHfvwq5fWYX9NU3hl29CwcvoUfPnKS7B2/sxBtNJ/FfI8HG0PQHElQA75MCvdjqSocL4ZCXasSjfwRrMuiJmTFBtUhwO6oaO9ox2VxUdwYNc21FaUQlEV2N3kwTk5ymYaGkxIeHHXQdy4+BhyUpJ6kCn3P+IT9xD023bkGD4sLsO6PQfB1APY7OJvkhSwx97fjgPVtfjGVatw5byZInXxxFbG7pa61nbBLVNSW48Pj5Rh69ES7C6rhqRyjgYkh11ENaS6w3w0BenJmD9xHJZOnSjSLigPXFzbiJrWdhEt0ez1I86u4tZlF8FxGmopY9dS1shGwgIWADESVrb6sCxgWeCsswBVMLJTEoAjEGGqJXWNYg5kDC+tb0QoGBDpFWSAVl0ueA1P9xzbQwY6TTruJvw+H1qbG9HolIXD312JKRgxKriGEJIkNPgNdGhGj5e26LpD+b2urR2Hq2opwQG3s0uFoasDhnk3BXVodHkMAwl2xZLgHErjW21ZFujDAoosIy8lKUzwoKjCUWA1umDMseanARntmiFkEvtowtpkWaBPC5Q1NOHP697HA29sgL8LJ0+MceCmi+bg/usvH5KogQ+bg2gyqOICjFO17uiH6AFdmOJAY9CHzR0ybLFxsPk7kIwQjOpDcJTtw5wEFfOSC6MPOcl3CXSmSxuaYZgGdpeW4/K505EQc+pcBCSa/t7fX8SzH+4VxMzs2FRtQDAg0i7Iy9ISAHYeq8RXH34KX7miHrcuvwj5qcknGePo7SaZdFVTKyqbmlFUXY8tRaV4e99hVLZ2iDkywkFSbTBDAZH+ReLtCekpWDx1Ai6ZOQWTs3qSkOalJuPiwkmjNyGr53PKAhYAcU6dTmsylgUsCwyVBegQjE9LhsLca0lBSW0jgpou5PEqGluEcx4Oi2aowPG1Gq6U1Ad08YDXtBA8rc0iPYMcEiFdgz2KT8EmA8l2Ga2BoGAfr/HryIsJv8QN1Tx6t8NUkf0VNdBNWax65KYmIZcrr12Fq0ntIszbFGHfiQpDak++EhU53vq0LGBZ4PQskOh2QTUN6JIKhoH7AgG4HA7E2WUhz0neh+DxQKvT68Q66qy1AEFwWZJESPxgJsF7/ebDpfjNq2/jlZ37BeEwH1aT05Px+dVL8ZUrV2Iobu1UTCL3g+SKA0JBFKbYkeo4ntIXGWucKuGSdAcMBFDv92BWmh2LUuPhnEE1jOOKGJH6g/l8bP0W3P/YP9Ee1PDh0WPi7+ZUAQjTNPHM5p345/Z94UgATRfRSORFmj0uF0unTkBdewf+/Nb7KG1oQYsvhP985lXsKavEfdeuxgUTxw9mqCNWxxcIYldpBfaWV+K9A0excX8RmvxMF5XE+Savg83QkJ4Qh8ykREzLzcTKGVNwyYypyEyKH7FxWh2d3xawAIjz+/xbs7csYFlgAAuQjCsz3o2qDr9IwTjW0IjGDo+Q5eTqgQwTqmwKcjiNidkAvJqJKq8GCbKIkPC2hvXOg7oGjz8Iks1FCt367BgbijtJRGlDY0AHmcQdw5jgzZeTbZTflAC7BFw0qUBwVUTGRCrNloABU5JhGjqSHbIVARExjvVpWWAYLeCy25CTmoCy1k4ENQ1ljS2CENApE4Cg/6gIYriuW80wjuTcb5r2JRljnMuFtPi4IXHEh9Nq7+w9hF++/A5UWcKdly/DqpmFcNj6f4Vv9nTi+Q/34FcvvoUSpvPIMmyyjBXTJuBb163BxdOGbiV7d1sIzQyZU0zkyEFMi4/p1xRpDgUfz+t/f78H9rNj3oQ8kQrRHtKxs6QCtW1tyEtN6qd235upCLW7pFykpTAlcuXMQnxq+SIsnzEFqXFhHgseOTM/Gz985lXsLC6Hpqh4Yfs+HKyowfduuRqXzSlEfIyr7w5GcGsgpOFP697DT599HR2hLrRSooqVBKdsIiMxAWkJsVgydQKWTJ0oIhqSY4fufIzgVK2uznIL9H/3OssnZg3fsoBlAcsCZ2oBElGSgKmqowrFdY0orq1Huy+I+k6fyMm20Ykn5wOk7rBo8j/U+ckerYSZ6zvbRQ4pORVaPF5kJMR1D4sSezkuBQ5FQohElH4dDJ7oY/Go+5gz+RLQNGw8eBQbDxwRLHZ0eBZMzO+RM8vVoOaQCcVmhxbwI8EWdn7OpF/rWMsClgVOboEYB4kok1HW4hFKGAydJwjqpgyuRB9SRkcwJEgoT96aVWMgCzzzwU48+M4mTExPxQ8+cS2yk4+rAA103Gjs8/gD+Nmzb2BTSSXIebCvvAr/ev0a3LZsoSAH7D2m4toG/O8bG/HQW+8jGMbFkRIbg08uvQD3XXOZWPnufczp/u4IGdjbGkLI7oapa5iTZEemY+RYgyZnpSMzIQG1HV74NR0flVVhfkE+GME42PJReTV2lFaI6lOyMnD/dWuweOqJqg6XzioE9//s2dfw/Pa9aPEGUVTfjC/+7xP48toVuOOypaOeknGgsgb/+fQrwha8UVAhhABbblISLp4+AStmTsXCyePhtNkGax6rnmWBYbGABUAMi1mtRi0LWBY4FywwISMV49NSsKm4Cq3+IHYUl8Nps0NSbHCoCpJiYyDUI7oyFPiuxwiIOkY7kjhO16AEwvKbIU1DdTNXNHvmVea4ZKisqigo8wTg0w3E24b+Ba6muQ3PbN2FX7/8FmqYA6qqSE+MEwSU0eeKQAk5LCSbApskIZ4oi1UsC1gWGHYLuBw2ZHY5woFQCFTbYYm3yQIkNGQFId36ezzTE0FVox89/QqOtXmw5fAx3LLkgjENQLy8fS+O1NUJ8IFkgTXtHnznry+grrUD91y5AilxJGwECDBvPlyCnz/7JjYcKu4iDjEwLScD91y5Ep9btfhMTXfC8dtbgqgNGIDDQHzIh/FdyhcnVBymDXZVxcKpBdhXUQXGHTIK4roFc7ptMphuCegca2oXihuTMtMxMz+n38MYXfGrz92CWeNy8IdXN6C4oQk+Gfjvl9ZhX0W1AIYWTBwPlfI1I1wor72zpDwMPpgQqZWfW7UEq2YTdAgreI3wkKzuLAv0a4HzGoBoampCZWUl/H4/YmNjMWnSJDiiwqMjVquurkZFRYUIU05NTUVeXh5sXeih1+vFkSNHRBuR+vwsKChAWlpaj9Bm1mtubhbVJk+ejOTksUteEz0X67tlgfPVAg6bDRMy0yAZjC+VsPHAURH2ytSEjIQETMpMg00iV4IJzQQ8moE2TUdQsXdJWMlIJRO4aUI3TJAHondJtStwKTKCANp0E51saAgLX0p3HC3Dr196By/v+AhQZBi6gYLkGHx6+UKM76Wd3h4yRRoIx5ygYkRkQYdwulZTlgXOWgvE2O3ISQorYfiDGqpa2sRcGD5NHDAgSfDq4XvNUExSRDt5OkHHJTU+9pRWjYei/9Fog8R8D73zAarb2iFCSRQJ5FbQDAPqKayaj9TYyTtEAKKunSTHEmJtNniDQfhNCT974Q1UN7fi/914hUhD+Ofmnfj1K++gorVdgA8uVcWqGVNw/w2XYcGkoecpCBkmDneEoKkOmLqBC1PsyHGNrFtBTozFUwvwjw+2o8UXxPajx9Dm9Q0agKhr68Cu0nIBPqiGhnkFuYhzDUxiyfeCOy9fgbkFeQLI+qDoGPySitf3HMT+imp858a1uO6iOSCny0iWls5OUE6TJ5/8UtdcNBvfvvGKMZ9eNJI2Gkt91dTUoKqqChE1NY4tJiZG+KIu1/Frp7a2FmVllE0HFEXBxIkTkZR0PM2IPiz9S5/PJ95FI3PMz89HZmZmDz+0tLQU9fX1osqECROEnxqpP9KfI3unGOnZ9dMfT1J5eTneeustvPjii+LEEjD413/9VyxbtqwbXNA0TVwcTzzxBB5//HFx4tesWYMvfOELmD59umh97969+OxnPwvDMER4ZKTL//zP/8RNN90kjuG2HTt24N/+7d/Ak89y7bXX4r777kN6enrkEOvTsoBlgTFoARHiGe9GdVun0MvmCw+d89SEWEzKSEVAPO4lIbHJyIEaH1kUJMh6CNluG7xx4fxKvvhSP5ufoo2uuToVINUhockbEJEVDUEDE4bIDo3tHvxt0zaRB1zf3gmSOdhlBbMK8vGFK1fik0vmndATeSiohGHoOpIcVMCwVlxPMJK1wbLAMFggxmEPK2FwNTsUQnl9mD+GfnGMbMJv6OI+06kZSBiCKKlDVbX47xffQrvXj69fvQoXF54Ydj4M0xzVJo/W1OPFrbvDZJ6mIZSJjtY2wOMLjJjDSODHEwzBEzJEul3yAKoNW4+UYldppVAsspsmvrhmuZCBfm7bHoQg4/GN21Dd1IoYpw1v7z0Ir0j7N5ES4xIRD1+/+lIkxx7nMRhK4+9uDaKKzzu7itiAB9PiYxGlvDmUXQ3Y1oUTxyHe5USLP4QDldVoaPdgQkbagMdEdu45VikiG/l7anZ6n6kXkbq9PxdNmYCHvvwZ/Oqlt/HX97ai2RtARUs7vvnw09h9rAJfWbsSjKIcqdLq9WF7l7x2XIwDK2dMtcCHkTL+KfYTCoXw0EMP4c9//rMAHSKHFxYW4pe//KUAGehXNjQ04OGHH8Zjjz0mqhCYuPPOO3HbbbeJhXNuLCoqwqc//Wl0dnZ2+5zc/q1vfQu33357t0+7f/9+4YcePHhQtHXZZZfhO9/5DrKyssTvkf7feQlAEAR45ZVXBIhAAIIPAwISL7/8sohQuPnmm8V5KC4uxtNPP421a9fi3nvvFfWIHDU2NgrAgYzUjITgvuuvvx5xccdzu7mdSBULLzSe5I9//OO49dZbxTaCFo888ogAPZjXaRXLApYFxqYFCrMzUZCeiup2rwAQxChtdmQkxGNKZjr20imQw1ELjB4gj4Mk2UBgocBtR63DKVajmILR0NYRRqijqMd5H8lwKCjqCACqHTU+HeSRcDGF4wxKWUMzvv/Uy/jHBztgiv4kZMa6cO2SBbj44mVokN3Y1BTE8hQ7IhgDoZO2kC4WBgUBpZ0ElGc2jjOYgnWoZYHzygIMJyfzPpUKDElGTXOLmD/fEGLtCpqChgAg/Dr/Us8sTYtRD0+9vx1Pbt4j+shKiMeiKQXndBQEwd9H3t2MmnamthgCSObNubypGR6/f8QAiICm46/7K7Cr3UCuquOrFxYgwXmcnDj6on9lx0fhSBhJwvIZk3DH6otFTn+My4Z/bN4Jr6Hj7f2Hw3NRVBF5Nys/C/963WW4ceG8Hquf0e2e6XeC1DtaQuhUHJAME7MS7chwjo5LwSi+rKR4lDW3QTNl7C+vFhEf0UB/f/PdW16F0qY2yIqKqTmZmDVA+kVfbWQkxuOHn7wGs/Kz8fNn3+hKyTDwpzc3igWLH37yWlw0eTxsXf5AX21wG6/NFk8nVEVBwmmSWVY0NONoTQOXyRHvdGJuQW5/3VnbR9kCXAgn2PCHP/wBBAIihe+DdjuZxSAi9AlSLF26FN/85jfFNh5H//Uvf/kLvvSlLwnwgsfcfffduPrqq3tE1quqCv5jYZTF9773PaxYsQJ///vfxbZ77rkHv/3tb/HjH/+4xwK62DkC/zsvPV+mUHz+85/HlVdeKVIunE4npkyZAn7yYmAhaMCQl4yMDMyfP1/sI/I0btw4zJs3T5wsnlCmYDCVgukWPD7yLwI+sK2XXnpJREnccMMN3ft5wlNSUsAICqtYFrAsMHYtMCk7XaxiSFFAIW/4lLCakpksVrAYIm2aQHPQQL1fE6tqVLLIddtFaLNkAiHdQF2bR7xoRM+W7n2OUxHKF5KsoManCQAius6pfidp2R9f34CnPtgJU2Y4powF43Px5y98Evfech12B5woDih4q9aHIg8JK8KFaSLNQTMMQOg6EuzyGbo5kZatT8sClgUGYwHK4PF+wXtBbUsHDIMRUxCAJGV/qYDhGQIpTubMrz9QBJP/yRAcA2UNYcBjMOM8G+uQnPG5zbsQ0CLgA2dhorqpBV5KIY9Q4fn7yG+DO2s8GpwpWHeoTCxq9e6eJKRv7z2EEDUMTBNXzpsuSJHdTjv++9M3496rVyPZ7RDREeT0iVFtuHHBHDx41+24adH8YQMfOM6iDk2A5VRmkQOdmJlgg/vMMLHe0x/0bwIN8wryYSfQLkl4/+BRAfafrIH6Ng92FzP9QhURi3PG5yDhNNImCBzevmIhHvv653DFvOlw8KGuqNhy9Bg++euH8PDbm9DaR/plZHx8Xj+7ZRf+5Q+P41tPPC9ksiP7BvvpC4awo6QcpIiRTAMTM1ORmTh2iVUHO69ztR6BBBb6mBG/kZ+kAeD7JQsXy+k/EqCI1GHqBUGEBx98EG1t4RQ9Rj5we28/NAI+sK1XX31VLJQzciLSFgEJ0gF8+OGHor+R/t95CUAwUoGgQe/IgwivQ+TE79u3T0Q/9D4pkeMIUhw7dkxEPpAngt/5j/k40eV3v/udQKmic3aYw7Nu3ToRdRFd1/puWcCywNiygENVkZ+SHM4XFkOThDxlbkoishJcMLs08fjMaAsZqPIxAkISLyHj4uxhXW2STBoG2rxeAVT0nmGuWxVElJIioy5ghDkYelca5G/2849N2/HHNzcIpQvFMPCp5RfiqfvuwOoLZon2vaYMQwuhw5Dwbp2/G/AwIaE1ZMAQD0ATCTYJMr0hq1gWsCwwIhZgKHlqXAxMCegI+FHX3CokON0K7zuGuH8EdAIRZ/Z3uflwKXYfqxJEuTB04bCVNzSOyBxHoxNyPPzfu1tQS+4H00R2ciLoODIColIAEEymG/7CiNvixjbYXLGQdA2GasPfPzqGksYwP1j0CJ7/cC8qmlpE1NyUjGQsnnI8RYbpOvdfvwY/vvU6FGalIMPtwrdvWI0H7rx1QBLF6PZP9zsfeduaA2jtAsLmJ9mQGzM60Q+ROSycUoBYRpFIEnaVVoAypCcrrLf7WKWoRqLOhZPOjKhxXkEeHrz7dnz1qlVIjWFEi4RGjxf3P/4c/t8Tzwsp7+gx8W/4WEMT/u3JF/Hlv/wd6z46hCc27cCDb713yoAYAY5tR8uJXILcH0tnTB4VIszo+Vnf+7dAXV0d2tvbBeAQ8R/J9RBdyDm4ZMkSsdAdvZ0AwuLFiwWQwO0lJSVwu91gm1w4px8aATgix/3pT38SURAEKSKFC+pbtmzBU089Fdk0op/nJQDRl4X5UEhMTBShLtx/+PBhgTzl5OSgtbUVvEB4cQQCxx9SjHJgFATTNL773e+KiIpVq1bh+eef70EqQoSJbfcubIsghlUsC1gWGNsW4GpCokMVWupcjnSrCianp4pwaCpYGIYOn2agLqDDtNlh6JpYDUpxqEiOhFNKMho7OmHrgx2bKRhOSu1BQpuhnBER5Yb9RfjNq+8iYBI8kLFmzgz85JPXITMpAUzXLWkPwNR1AUDIsoJjXh07msOrf3RpWoI6ZFUFHw6pDgIjYTR+bJ8ha3SWBc4NC8TZ7chmGoZpggSEtS2t4QgIVRYgKCMW/DqxxdP/u2Sb6/cXCQ4BqiowrKK2rUM4Q+eGFU+cxbH6Jvzzg51ClpJpZfdfexkKszLFPb2hM4AWIa184nFDvSUY0rCrpkmQEvM5QZFjKT4Nv3v9PbQJoslwj6GQJrgqOoK6iI64fsEczMjN7DEcSk1+5pLF2Pyj+3Dw1/+O+65bE3bCe9Qa+h/HOnWUdOpQnS6GC2N2ogNxfBCOYlk1bYqINiQAUVTdgNouBZmBhkTyyZIugKcwJwsXFuQNVH1Q+5LdbvzgE9fgj1+8FTNy08Vz1B/S8fjGrbj11w/jzd0HENQ0IbP7/NbduO1XD+PBdR+I60/XdMG99MrO/eLvc1AddlVieufmw1Q+kRAf48TFZwimnErfVt1TtwDJJhnh8Jvf/EakT6xevVrwCx49erS7MS5UM63i0UcfFSSTHR0dgueB/inrsw0WLnjR7/yP//gPXHPNNbj00ktFmkW0f8m2CGj0LsFgcNT80NGFLHtbYhR/k0GUqhi33HKLGAWjFXjCSO5BApBnnnkG8fHxgsvhxhtvFNETBCAWLVqEadOmYfz48QJ04AXy5ptvisiGyy+/XCBUJP5g270LIyki0RS9953ObzpBZ7gocjrdWsdYFjinLcDXqnHpyRiflozmihpG7CItPhYZyQliRZKkW0ZIQ7tmItTJJSEFZsCPzDi7iJSIJaO2yTBnCU0dHnT6A4ix2wR4ETEc+0hTgUa/X4Re1/k1jHNKfJcYVGE1SZZQVNOAP7y+AUV1TYKDZnpmKr5xzSrEu2PEWFp8Boo7NZhcXmXjpiEUO9Y3BjAzQYVdApoCBmSqeGghxMlhMsozW2sd1BSsSpYFznsL8O9YURUhn7e7vEY4KUfqGjC9IB8OidEPjE4CWoMa/CFVMN2fqtEUWcKGA0ewtahE3BPC9wETzV4/DlXWCDD1XHqPIFAT0DU8un4zqltbxao0pZDXzJkmFAP2VlXDgIxj9Y3Q9Uki2mS47nc8v+2BII60+YBkqYu8XEJadi5eeW8dlhTk4paLLxCA0/PbdqO4voFsIHDbFayYOUXwA0Qz5vPcE4Q4rt5mipQdLqgNV6Gzs70lgJYgVUNMTHZoSLfZhOM8fL2efDZJ8W7kpyTiSF0TDFkCpTWpjmFXlB7PWrbER19jhwd7SysASYFi6iBvhtNh77F4ePJeT6xB+8iyhDVzmS6Tiu8/8zLe/agIXs3AvooafP5/H8Xdl1+CqtY2vLB1D5o6fcIPSHI5yUoCXyiEytYOvL5rH1bMmCzeFZiG1V/hNcW9JFJt7PSK94dUtxvT87PPeC799Xm+bud1w0WboSiMRKAYAVP7mYZBsIC+IlMuCCDMnj1b+I+MgNiwYYMQNfjUpz6FhIQEcd/gd/7d82/9wgsvFMqL9EP5m9QAb7zxhgAlrrjiChGlf+jQIcycOfOEoQ+1H3pCBwNssAAIQKRMMB2C4MGsWbOEufj9tddeE6oYX/3qV3HXXXeJkJZt27bhH//4h7gYmLIxdSpZZnkLOF4Y7UDiSipcMEyGKRlU1BjOwodSa3MTQqGulcxhfAAN5zysti0LjOI5Z/0AACAASURBVDULqIqEeNlATlIsNhf5xdtLSowT8YqJ+to6hAIqAkEDmliZNMG/9DhZhzvQhvYmwPR7xAuJ1x9EQ2s7amurkOByCuk7zjXyAhFn2CHpdgQ1A8VNAWT5A3AzdWMQBiHBFRmwf//mJry4ba8I306LicPHF0zH9JRY1FZXQpVMlAcU1AbcQuWCEIhT0kW0RaNp4NXSZsx2BeHXXPCHAmLO3uZ6NCpUxeh5jxvEkKwqlgUsC5yiBWyqjPb2TiQ6bQgFgwjaFBwuK0f9+CzIATtk2AUHBMPL68xmOBl9dQp9hKMmTKzbsRfltY1wuByCH4b8Nh0eL0pq6lBVVSmctjNN8TiFYQ1bVd616AwerWvEkxs/RGcgCJdNxc0XToca6kSsLSxv2uH340BpGY4VZAo1BRJ0DkexyRLqvCG0aTIcpil4HdgPQYSErDz89IU3kRurYlp2Bp7cuBU1re0iUuKmebOQoppoaqhB6P+zdx7gcR3Xvf/fuh3A7qL3RhLsvVMSi2T1EkuWrdiJJTuxE/eaZ8dy4thJ7MQtiWPZjuOnKJbLs0XZlmVJVqEoiRQpir2BDSBIEL0sFth+2/vOLBdcNBIgAQIkZvRRe/fu3Llzf7O4e+fMOf9D+hWTVEiLpNMQUNvjQAIyEI9hhhqG2R1AO8QhE/2r1U32vRaAWXk+bD9Wj0Akhp21x3FTVQGKfJlIaAN/Rek7sOXQCew/fRYxeu4vK0C1z42ezjbEtPF5Vqc+5aoC/vHe9XgyOwv/s20vWntDLNvVN3/3EjTDgCEIMAwdJd4sfPzm1eiJxPCjV3ehuacPz+89jJVlebh78WyEYyN7SsuSiGAkhm2Hj0JLaLDJJqpzsxDvDaAr1MO+P1drHK7X86TmeIqiIsvn708wcCXXSwvaS5cuHbAITdkoKHyCBCcpSyMZE9566y1s2bKFZcEgTYfNmzczw0NK34H6Vl1dzbQc0vtDWg9kfCAviTvvvPOqzEPTzz+a7WlvgKCJO2k0vPHGGyzVZuqLRqIeZGki4Uj6oqQKWZY+8IEPsHAL+jxVP/U5vZI1iwwYg7Ug0uvQNqVYoX/jUciKleX1pf0AjGwxHY/z8TY4gelCgMIivNkW5pWX4dmD9cxltzQ3B0vmzEHYEpARj0EVZBjxGMs2oao2OCGgMtsFj1tGXgLIdLtgIIaopsPhyYIvK5OJv6UzrLLpONgShyDbEBAAlz8LfiWZ3jO93rDbFvDU/m349e4jkBUVMBJ499ql+Mjdt8KuyEx/ghZRIp0JSFEJ0OIod4hY4rNhc2MEos2OwzETme5MmILGFLuzbSJyczLgkZMrLMOel+/kBDiBcSNA9xrVHUdFQT7LsEWu2sGEieycPOSETKA3CjIWSKoD/uwsFrY11pO/evgE9pxtgd3ths9hw9ySArQEgjgliOiN64iJNhTkkqvu9fEMQZPPZ1/ZhdbePqiKgpqifLz7prUo8GWhurgIDtshJCAiGDfgyPDCl5kx5N48VsYj1SeDSKg3CskJyLLS74EiShLKq2bijROH8T9v7sedSxfieGsnRFmBpBu4b/UK1FRWsbAbCsGZtGIBb7bEEDR05i1QreqYV5CNbHWUv1MT1vGkgXzdvDnYvOcoIqaFY61dMBUHsvy5bCKXfmoyDpwK7MW5vjD7O1hYUYYbFy1AhssBzzgu3tH8IDtfwheKSrF2/lx8dfNz2Ft/DjHWXQGSCdyzfBE+d+8tzAODMrEcaO7EHw4cR3s0gTfrm/En61YhJ3PkqRrdM7pa2rH3bAsUmwqPqmDdvNnIyctnIZ2T+n1Jh35Nbye/X/T/8fJap+/G4Pkjvad5JWVbpEKh/+QVQZkwUt4LNL+khXAKuUh5UAxuh46ldmgeS3PWi5XxnIde7DzDfTbyt3q42tfZPrIufetb32KWph/84AdswFKXSANKYpXpxgf6jNxlKJziUoYDSqOS+qKSpSpdOyJ1DmojZcVK7bvcV+qvdD7dyuW2wY/jBDiBkQncOHcmnt51AG09vdi0cDZLlRQ3AFVKQBDOy+lYFiRFhtPSUJ5hZ660mTYbst0uBCJx9uho6uawf6ulbgl2SYMuSejSBOiCDInivkdRth06jh+9tB3dkSgUUcHtSxbg8/fdCoctmdpNFiX06RZaaXWH0gcDmOlRsDBTxZFeHbUhHSFLxPaACY28HQwdXkWGTVUwjGTFKHrEq3ACnMDlEMiQZVTk5bCHU8pK09gdhMOmwq1TNowoTFFCxAKbbFxO2P3uU2dwqr0blL1gbU0l7l6+AE+8ugN1PX1oD/ahuTOAGUUDtQYu5zqmyjEtHT3YvOMADIiQBRMf2LQGZczAAlDcv9tmQ69m4ixpAYxwbx7PaznX1w2bOyM5vroOVZFhiRJyC0ug2p14asd+nGjuQmtPH/OOWz9vBpZXlTGD1Hj243La6tEs1NJ8xu5iApoLKPWmM5ky8HLaG+9jVlaXI8vpQGsoipPtAXQEw5CkodMcmpTVNrVCp3gmU8PiylL4Mzzj3Z3+9px2O25dPBczCnPxT5ufx+Yd++D3evA3974DD6xaAr/HxeraVBV3LJ2PnSca0BVL4JXDJ7HjaB02LRnqOt/fOPPijuPgmSb2HOJ1u7C2ppoZuNLr8O1rgwDNCVNpOAOBAEgT4lOf+lR/5yl0Y+7cucz4cMMNN7A5af+HgzaonVRGRmqX9B4GF1qEH6956OC2L/V+dE+3l2rlGv3829/+NktN8o1vfIO5sKRfBoViPPTQQ0xdNH0/hVKQEYKMF2RUGByPR3U7OjpYqs5U1ovPfvaz7AuVSplCdehLRe4xFKrBCyfACUx9AmtmVeH3X/hrbP+nz+Hda5exDpMqfXqh1UkjHkemBChJozl0QWAPRaQDQa69DYFk6qT042ibvB0cdEe2gD5LQp82sO3B9VPvT7W049/++BqOt3dBlmQsLM3Hp++5GbmZFzy3qG5YN9EY0ZhWhF0CihwSMhQBG3JUKPR4LsmImAIsgWTRLGQpYr+LcOpc/JUT4AQmnkChLylCaUkiznV3s+cMp5gM16J7TNiwoF8kLnykHp5oacdrx07BhMCEclfOrMRdyxag4LzoZXN3EIeb20Y6/JrbT6kJ/++2XYwh3X9nFubj7mUL+q+jPNcHl93GJvqn27vRER2Yway/4jht9EZj2HW2DZRtiDS7ZC2KQnsy1bGi2lBQWg5NkLCrrgERmixYFu5buQjFOb5x6sGVNXOgh7QfDPa7UCAbmOEeOrm/sjNc2dF5viyUEivThG5Z2HOmcdhsEttPnMHhM83MCDSrIAeLK4uv7MSjPLoyLwff+vP78cpXPoXnv/QxPLJhdb/xIdXEPcsWYPXMCta3c8EQfrP3MBOtTH0++JVCpfY1tjBhWnp4yM10Y25p4eBq/P0UIkBzR/JOoHnk4EKLyStWrGC7KQHCjh07hix4k1GBjBM0HyXtiOFC/Gm+SToSJAVA5eMf/zj8fj+6uy9k26FwD9KYSGkfDu7LRL+ftgaIf/mXf2EuLF//+tdZHM5g0CRAWVxcjA9/+MMsnII+7+zsxNatW0HHknfE3r178eijjzIl09TxVIcMF+vXr0dNTQ3bfe+99+Lxxx8fkHLzK1/5CkvBsmjRotSh/JUT4ASmMAFVllCS7QM9RLhsyVUfmyTAJYnMLZq6Tmk0JUNDvuOCUBEdl0f5uC2LTSRIrXqY3x2okgCfIkJPxABJQnuctBcuDiQaT+AnL29nKyU0PclxOfDBTWuwelblkAPJlbtdJ7c/EXZRQLEz2ccKp4xVXgWWQSoWFnvwIduJT5UwSgeMIefiOzgBTuDyCWS5nVDpj08Q0ROKgv7O6ZZCclNkgIgkdKYFMdYzvHzwGN4+dYYdNrsgBytmlDHjaHmun6nR9GkaTnd0jLXZKVs/Ek/gd28fgCVRNh8LD29cBWbcOd9j8oSwq+QPJqC5uwehCTZARHUDDX1xUMgFGa+zRB1zMyTWNxIfraiqgU219U84qnJ9WD0rGXox2ZAjhoXd3RpMxc6MJyu8CvLIkj2FCv19rK6pgluVmVGJUmx2DZOO8+36M6jvJEFSYGFZCeaXFl21qyAPhaVVZZhZkHc+DezAU/s9bty2ZC6ybEmh6lcO1uKVQ8cGVkp71xnsw66TDWyPDAsLyot5+s00PlNxkwwQlNni+9///oBF7J///OdMEiDl8UBzyPe///148skn++8J5L2zbds2ZlDw+Xw4evQom4fW1tb2X2ooFGLzUDJAkEAlFdKBePrpp/HLX/6yvx4tvlPaTkqmMBllapkvrxKBV155BT/84Q/R2NiIj370o+wLkAqpoAEjowTlRyUlUgq3+NCHPoRDhw7B7XazQSeDAoVXzJkzBy0tLfjOd77DvCHIIEFfGDJAkEUp5UZDSqVf/vKX8bWvfY21TZd5yy23gFRMU+4xV+nS+Wk4AU5gHAmQorx03tOBmhVFGQ7LRJHjwq2VBCJzMsjF0mKCUL2RKEzLhJQK20jrDxkFjofisAQVbTETMdOCK/0EaXVp82dv7ML/ffVNxA0DMDS8Z81avGfd8iEp+jTTwtmIDsgqDD2BLAXwqsmHRzJ8rMu2ozaoodNMTnBI2S5LFVkIyaBT8recACcwwQTIwFnsz0J9Z5DpxjR1BpBfWJDUABApTa94fvUs7eZziT6REePNY3WIUYiVBWyaOxPLqsrYUUV+bzItryzjXGcPE+Ij7ZjRFrqf7Th+Gk/v3It5pUV4740rQYbXyS4HGhpxpq2TdYN43rd8ERN8TPXLJsugCaFltsMURbQF+1IfTcgreZ4EDQE+UYZgGqjOsGN+pg07A1FooozswhI4MzIQCvUya9N9KxaiMm9o6rwJ6RwACrEgL4faYAJB0mKkGf15azn549FvElml3dBR7XGzSf5E9eVy211RXQafy4lwMIR99Y1oD/aixO/tb64nFMGhM00wBRGWnsDC8iLQpH8qlXuWL8Qf9x/FsweOozEYwrO7D2HTvBoWrjO4n5TNY1/9WTZWfpcTN86ZObgKfz/FCLhcLjYHfOaZZ9gclDQfaD66ceNGlkpz5szkGFLazA9+8IMspebChQvZPZ888EmHkBbHaU5aWVmJdevWsTkt6Q7u27ePZcQgfQiah9rtdnb1lDThS1/6Er761a/iscceY/sohIMSLEzWPHT0vzBTbACvpDtkZPj1r3/N3Fai0Wi/ZYnaJOEOirGhQiEUjzzyCLMgkSsMGRLo2JS2A9WlnKuUhpMGnlxeaB+FbwyOqVm7di2++c1v9ouLUJ2Ua8yVXAs/lhPgBCaPgGjR89gFMSFBkuEUNRTYLziX0f3Cw1JxAoZlIhCKgNwmh3s8z3eIsEsCooKI5kgCUX1kA8TLB2vxn8+9ij7dgAARty+ah8/cc0u/d0Y6FXLZPkcPjxAhaRpKMpUBD4+5dgnr8x3YfC4KyWaHaSTgV6nV0U9w0s/HtzkBTuDyCbhsNswqzEd9Rw/iCQ3HmltRWJAHF2XJsCxol/CMGu7Mrxw6jt11yZVSv1PFqlmVsCu0+g+WKSDP40BHVENrTy9LSUlijaMtfdEE/v5Xz+LturPwOewozfZh04KkB+ho2xjvehR+sf1YHUtlShPptbNnIDtj6ERzRn4uM8zoEHG2oxNxTYdtDMaXsfQ7StkYSD9BkqBCwqL8LOTaZRQ6JNSGElBsNqxbtgzPPt8Ov8fBwi9S3nZjOc9Y654K6djfk8CJvmQ66bggQ7bZBxggyF1ckONsErTMq7Dfh7Ge52rUX1pZhiyXk03cm3r6QGFFS9McAl88eBR765NeQDPzs5n+w9Xo11jOkU1eEIvmYtuxOvTEdbx66Bi2HD6O2xbPHdJMU1cQx5rbmecieU6tnFE+pA7fMbUI0IR/xowZzLuhqamJzR9pLkqe9yUlJQM6S8aK+++/nxka6G+Q5pa0+J3SJyRv/Ntvv53JCNA8lOaqZJiguWpqETzVIGXdIK8HErekQnPXwsLJC9eZlgYIMjCkjAypgRnplQaQBm2kQlYlGsTRlFSKz9HU5XU4AU5g6hOgtGTM1sB8o5OGCNJxyElzTVUkmT0Q0bKjphtoDfYyA8RwV5drk1koRkwQ0BrTEdJNUDaKweVUazsee2ErTrR3s3CNBcV5TPchL2ug7kPqOBKgbAxrEBQVFHlR7U5OPFKf03UsylJwJKjhpGYhV5VYCEbqc/7KCXACV4+AQ1VQTrHsloWYpqGuvQvrTQsqLUhT9izLYhoxGcrQe8NIvXxx31E09YTYpHLNrErmqp6qW+z3oSovBx0NzejsC+NUawfLFpH6/FKvdW3t2Ft3BiRb0xYK419+8wIWVhSDJlKTVcKxOF48cBQQSdxXwMb5NcMaFsrz/LCrMsKahcauAEKx+LD1rvQ6SC/sZFsn3Fl+FoIhm0Cpx8Hu97M8Mk70JmDIKpYsXIK/XFINv0PGnOKJmxzEDAsHexLYF4ijXQO64wYkp4f89CBYJgx9UOpHQYCoKMgyY1jud8A+RdWJMxx2VObn4ODZFkCWmLfDrYvm4PDZZvzXy6+z9JtNXT2AasOiilLML7t64Rdj+Q7duWw+/rj/CH5/4ATO9oRYKNHNC2ogSxeWLujecLixGQkySJLnpT8TxWneHmM5H6979QmQhwP9u1ShxXDyjhipkEEjFfI/Up3UfpqvjnbOmjpmol6npQFiomDydjkBTmD6EUj5CJC2gh6PwuehmN7UXjBX5JTIm2FZ6A6FYY4gIEcxtaTP0CsITBCSPBJIJHKx18a8YYluLKHhxy9uw9aj9SxGPNthw4duXotVMytGhN+TMBEUbBAFiRkgyl0XHmJSB3lkEe8qdqJbM+GSXKxe6jP+yglwAlePAGW9KMvx9xsgGtq7WEo9Mji0xwy22hk2Rt+fAw1N2HP6DBOflC2TeScUkvDk+VLozUBZtg87TzejlVJyto1eB4KMqnvqziQ9SZlojYU3T9Tj8S078LHb14OMKZNRyEhbe64FFEeW6XJg7azKIaFp1K+ybC/I4ySkx3C2I4C+WGyIMOB49J8EKPc1dUHO9sIwdAixKGxS0mA8x6PgFUVERFIQMEwsqalA1oWfkPE4fX8bbTEDewIajvVp6E6YCAsKS/cpOiwYWgI+QcPCTAWzMuRheTklFwrSNI76G55CG5TV4uWDRxFKGHh290HsbziL+rYuHG0ko4QMSArcIkATer87mYFiCnWfdSU3w4Pbl8zD67X1CMY1kBbE8/uODBBR7eoLY19DI3s2cMoyVs+cGnohU40l78/UJMANEFNzXHivOAFO4BohYCMRSlodkmUoRhzFTseAnsuSCK/LkQynhYDucDIEY0Cl828ord7cTAWt7WFIdgeaDBPPtGs4FjKwPtfOFNP/d+ubeOK1nYiR7oNp4E/XLsW7Vi8ZENuc3jbpP7RGdQiKAi0eRY5TYq7c6XVS236bCPrHCyfACUweAVWSMLOQ1MstWIKEEy1tMGEycT0rqjE3eLbqOcoubn5rL442U255CwtKC7C0snTAkRQDT+K6dJOKGhbqW0ZvgKBV2NeOnGTeXSkrqQkR3/vDFpCnxdqaqgHnuhpv4pqGN2pPIRLX2DUtr6oYNvyC+kKGHgpzEMIx1LV3oiccBZJRuOPa1YhuoD4UhyNHhJGIwwXtvL6CAJ9NQIFNwolIHFFRwMGuBNb4VVxOmtXhOk12ocO9Gmp7NTTGLLRSNiTydlAoOakAPRrG7AwZ8/0qylw2Fl7hmKIeDsNd3+B9pAOR4/Eg1B3EobNN2H+2mXnCQFYAU8eNsyvxoZvXYeP8WYMPnVLvKeTi+b2H8fuDJ3CuK4i/ffK3aOrsxsOb1oE0Wkg4lXRdyAHC53ZgRfXIixBT6sJ4ZzgBANwAwb8GnAAnwAlcAQGFiUQKEEQJLgjIG2YCTzGpAiW3FEXQqgW5UI9UbvCrkCwL27rjiMp2hAQZOwMRtCQAT6QLP3ntbXT1haDYHLhj4Rx88q5NcJPGxAiFhV9EDVimDElPoMQ10EAywmF8NyfACUwSATJokjCkTRYRt0Sc6wywTBg2SU6GYJgWehMGTMi4lLmwtSeIXSdPI87ctC0WRz6npGDAlUmiiOJsLywtAUFWQaKXlNptsJbVgIPOv6GQhbdPNLD0vYCJDJsNffEEOiMxfPfZVzCzMA85w2gvDNfWeO0LRqL4497DpAoMuyTh5oU1w2YcoPOV5/jhtNlYJozGzm6EYhOTilM3gc6EhTJyodd0lHhs/QLGFAJHBoC6UBSmZMPRnjgWZynwXKEFgjIf7etJ4HhIR2vMRLcGqC43BIcKS9ehahEs9NkxJ9/FdItybEM948ZrTK5mO8uryuBzO9EQ6EtmkpIkJvp505xqvPeGFVhWXY5ZhXlXs0uXda68zAzcv3oJtp9oQJdpoa4zgH/8zYvYU9+IT9y1AS2BXjQHQyyzld/txtKqgfoBl3VSfhAncJUIcAPEVQLNT8MJcALXJwHBokgIAZKiwq7FkZ+m/5C6YhI/o0kFpdXrCobYJCL12eBXcrPekGtHhUvG2z0adncnoLo8aKEHkIQdBYvXoVrNQL4Zwd/cvQksvGNwI2nvexIG6vs0CHY73IqIkvPpN9Oq8E1OgBOYYgQoLKDA50VDVw8onSSFRrhUHwSLkuUCFMNPhkwxLdxruEt4aX8tjpxtZseV+TOxtqa6X3wyvT7dR/I8TrSGY2gPh/F8fQc8Xh9me+SLpls81dKBjr4QC3UoyszEJ+/chH/9zYvojMaYkv/TO/fhAxvXQLmKWTFaenpx4Mw5turtUm1YP3cGZHF4Uw15f2S67LBgIqJZLO1pOpfx2u5NaFBdGcxQTZmRZmc7+73WyAthTqaCLR1xRCQZ9RENgYQJz2UyawjrONCTQGNCwrm+GHS7G5AsqKoELRpFic3EXK+MKpeb/V55xqAlMl48JrIdp01lhra9DU0gYegNsyvxnrXLsXzGtWF4SGdz66K5+I4l4N+f24K9Z5rQHY3jZ9t240RLK8RUJi1Dx+zifPimaDhJ+vXwbU4gRYAbIFIk+CsnwAlwApdBwG8TkKGF0au4UO5R+tNbpjflVFXmpUCxnH2xOEutN7xcZPIomyRgVoaCfIeEKjJE9CZwJmzA6cpAZc18+AtLUWSFUDhIMTn9nKltivONyHZIggC3LKDUyW/7KTb8lROYqgQcioJZBXlo6AywzAwnmlqQWeljBgedxClNMkRcXCiAQhEobrw7kmCCfBvnzcKSQeEXqesv8mdhVnEezh08gaCl4M2wwibILdE4Hip1pqoNeCU9mt11Z5AwdJbac2lVOd5700qc6ejGj17eBsos8R/PbmHK/Isqrs7qLGWxeLO2HuGEzsIv5pYWgEQ2RyqiKKDQ54VlnIYoKWgJBFnmyUvYdUZqbtj9mqbhVFs3srJzWAYMxRRQ5lEHjJ5fFZFvF3EykoApKTgT0Vl2jNE6QUQNE4d6NBzv09CSEHAunIA90wvTJjKDlRUNYYHXjjk+hYXyFTjkfg+MYTt9je/84M3rsLC8GHHdwLzSwmvC42E45CSq+a41S1BdkIMnXt2BJ7buRFyW8XZDM2BSZisgw2HD4sqr8/c1XB/5Pk7gcggMbxK+nJb4MZwAJ8AJTEMCBXYJ7y5U8UBmDBtySOhxKARycc7J8LCYX9000BuJDq00zJ5MRcRqv4rgkV3Yt+M1hHoDkCh3vS8bmq8Ym1s1vNoeRYSJvw1tIGFYzPVWUm3QY1G2kuliISND6/I9nAAnMHUIOOwKKvP8gGmxSVR9excky2D3F0EUEdYtGCOI2aauYseJ0zh4phGQRGTZZGyYNxM0oRmu5GeREKWfeXPJrkzozkxoioL6UHI1frhjookES+1pWgIT3iXjRqbTgU/evRE15OJumjjd3YPHXngtqa0wXCPjvK+PPC8OHGHGB9Ln2bhg5PCL1Kln5OfAyVJvWqhv6xj3MAwKCTnQ0gXV7oBpGhCM+JDwCgp+qPEokIykbsXRYILpcaT6ONIrecK80R7FTxtj+H1LDPuiMjpEB2yeTBiJBDKMCNa6Eni43IV78lWs8Kkodl7fxgdiRd/nu5YtwP2rFl+zxof0MV9cUYK/f/AufPeRd2FpOWVHoZQ4lFlbYlm2llfx9JvpvPj21CfADRBTf4x4DzkBTmAKE1BFATM8Clb47cgdRv+Buk5ClFlMnJImDSY6evtGfUWvHz2Bp1/egj3bt+L1555B4PQJCHocuuLAWdOO59s0/L/GCI4EE0PaDGommqI6LMuEYiZ4+MUQQnwHJzA1CThUFWW5fiYcSZ4Mje3dcIoU6UB6MyKiZnL+cbHe/2bHfpwLhEjKEisqS7DsIpMUr8vJUn86PBnI9PphGjq0SAyaBTTF9GFPE9U07Dl1lk2CVEXG8upy1r9inxefuHMDPDSpF4DNb+3Dc3sPQdfHkLpj2DNeemdbsA9vnTjN+kQZOG5ZOJvdfy92JPXXbVdZlYaOLgTCkYtVH/NnfQkddYEQy0JkJGJwWYkh2h0UojfXozCBYJGFYVhojl6a11sBDS90A6dMJ6KqC4rdjnhfDyqlGG7zWnhPiRN3FTixIEuF7zrReBjzAFwnB3jdTjy8YTX+7eF34S/Wr2RejXQvWDe7esqmE71O0PPLmAAC3Bd3AqDyJjkBToATSCdABggmxGZZMAyTxXMnHaiHcZdIO5DS733zdy/ieGcQ5Gyp9jTj3gIb8kqdeK09hjZLhml34VBUQ6umoyFiYoVPQUpMrFe30BjWITgEeFQJxQ5+y0/Dyzc5gSlLQJVkzMjPTXpNASwThl0SIIkCBEtERKe8GCOX+vZOvH3qNDMgULacWxbORZEva8QDyEur1O9FhsuNTH82TMqyQ+mA6X4VNTFvUMwYLb4ePdvCQhbILcPncSe9Hs6f4YFVHKAEegAAIABJREFUS/DygVpsfusAW8n/t2dfxtLKMswqmjjxP80wsK/+DILRONOkoMweJIJ5qVKUnQUKk0NEQ2uwF+RFMZ4lbpoIaEC2KELSNFRkkijx0JJrl1jY3cloApqs4pXWCApsLmSow4tDHg1q2NIaQcKeAT0ShhM65rrsqCp1o9QpTfl0mUMJ8D2jIUBZbKrycrBqRiUiiTjWzq4G6V7wwglcSwT40+i1NFq8r5wAJ3BNEiDRsTxvBluyJLdpcsml8M2LZTqj9Hb/+dyr2Ha8gYlX+p12fOZPbsPdi2YyBtmSwgQq9wY1mM5MdFsWXmwL4kzMxBKPiCU+G/p0E2HJxtyj3bKEIgd3ersmv0C809OOAGkQlOb4YFNkxE0LjZ1dEE2dCc8JAhkgdJgUgjFCSNVvd+5FXXsH836aW5CD1bMqLukJUJDhRlVBPrKyc9lxlmlBExW0DLMST+EXb56oh2bSKr2AeSWFyHRd0Iqwqwo+fc8mZhA42dGDw03t+PHLb+DvHrxrxDCQKx3kQCiCF/ZT+AWgALhp7sxhBTcHn4cyYbjsdkAIo7kzMO4GiECU9Bj8zCvDLkuoynIwQ9LgflD43k05dpw5HYQmuXA8CuzsTjBRYmVQbB+JVL7eHkVItkO0gFLVxMZcB6pcEtzK8AaLwefj769dAlkuB/70xuXX7gXwnk97AvxpdNp/BTgAToATmGgC5DadeT722jRN9EZiycnDRU785Gtv4WdvvI24YYJWMB++cQXuW7Gw/4hKl4x7Ch14sMiBKjGKRCQE1Z2B04Ydv2mK4anGCHZ2JSBKEox4FNmKgGs5t3v/hfMNTmCaEPA47EnDJQTEYnH0hUKg+weVmDGyB0RnbwgvHzyGPs1gKfruXbFoVJ4AuR4n5ldVICsnj53HMk1INhu6Eibig9wtwvEEdp1qSIZfiCJumF0NdVDWhoVlJfjLW26AQxYBQcKTr+/CloPHLpqG+EqGtjsUwbajdSz9psum4uaFs4ed6A8+RzF5fthtzEDc1hdGzziGYMTjcRxv6YAvJw+iKIHSNpe45GE9IKhfczNkrPQ7IOgaSLtne4+JhsjQUIxd3Qk06DITznSacdyUa8PCLJUbHwYPLn/PCXACU5IAN0BMyWHhneIEOIHriYAsS0ycDTBBbsKtPb3QSTl+hLKt9hS+++zLCCY0trp4+4IafOT2m5DBdCQuHEQu2Uu8Kv4kX8VtOTJ8ZjJ22XC4sCeqojZMIR86FIP0H/jt/gI5vsUJTH0CNlnGjAIKIaD7hokzrW1MQ0aQJPTpFuRBq+KpK9p65DiONLaw1L+5LjvW1FSD0npeqnizslBeWgLVZmehH1TfsoCIaaEzPnASTEK6Bxso1aUI8na4ce7MYT0s/nzDGqyfOxOiZaI3obN0gqfbuy7VlTF/rlMWiLNNaA+GmSGh0O/FovLiUbVDWhH5WZmAYUCDCErjOV4l0BdCbWsXHC4XBMGCZBrwXiLtJaVhLiJ7iGEgLNrwcmsEpOeTKsd6NezoisGQbdDicSxyW6jxcIfmFB/+yglwAlOfAH8infpjxHvICXAC1zgBVZbZSqZgCSxum1YoTXqyH6ac6ejCPz/9HE53BJgrcU1eNr5w/x0o8nmHqZ3cRbHDt+c78M58G+YrUcjxCMTzq5GyamOrYhVuckrmhRPgBK4VAiRESRkaSO0+oeuob22HQCEPpsl0Fc6GhxoxLcvCs3sOoTtCOgYCbl1UgwXlRaO6ZNXtgcfrh6HrzHghiAITo4zpFtpiFwwQpF9T19qBzr4Qs1BQhp8q0qsYplDWjc/cfTOKvB4mqLmzrhHk3RWKja/OQjAaxcsHa1lIigyLpf6kjByjLaQDwe7OFoW7BBDXh7IdbVvp9Xo1A3U9EYiiCD0RZzoNEktfkF5r4LZXFXFznh12I860OI5HBOzsjFFCFIR0C1vbY+gVKGRERJmqY122Hc6LxfMNbJ6/4wQ4AU5g0glwA8SkDwHvACfACVzvBGSWhtMNyjlPJRCJjGiA+NFLr+PNE0ndB5/djs/fezOWjDLH96wMBQ8WO3BPgQ1lQhSkpi6pMsqcMgq5AOX1/jXj13edEbDR3262j03yaUJ8tqML2Qpg6hogSXi+NYpTIfKSulD2NZzD2ycbYAoSk4fYML8G2R73hQoX2YpDQtiSQUaMeCyGvmAPC/8KaQaaoxcm5JG4hp2UaQICM4gsriiFnaWxHL7xtTVVeN9NK+GQJWbY+J+tO/Hm8frhK1/m3u6+MLYeOs7EJz12G25fPHfEMIfhTkECnclMGAJauoMsTG64emPdFzOBIFTmKSIYOkpdKssUcql2FmQqWOZVIZrJUIwdPRZqezVs74zhNGlsyjIcRgzrcx3IGSH70qXOwT/nBDgBTmCyCHADxGSR5+flBDiBaUUg0+Egb2W2atXVFx7WAEGxxy/uO4qESTm+Tbx//QrctWw+SKF+tMUuiViTbccDRXZszLKwWorgxmwVynCy66NtlNfjBDiBq05AlSRUF+RCsAADAhrburDSp8KrCEwfoMm043dNUTRGLhgHfrFtF5qDfez+saKymGWeGG3Hyc2/PWGxFJHBQCca608y0UvL5kBzmgcEZYnYdvQUu5dRmMjy6jKQkfVi5cO33Ig1MypYv9rCUfzXi68nM2hc7KBRfkapjWsbW9DYFWRGkewMN1bNqmLGjlE2gYrcbGQ4HMzrrKm7Z1x0IMiQ09IbgsfrgyBIsEkCyjw2CJfwgEj1eUOeA0WyyfQ4+kQFL7REsL0zAU1QYGgJLKHQiwzu2ZbixV85AU7g2iFw8V+Ma+c6eE85AU6AE5jSBOihGJaQNEAEQ2yVcXCHd9edQQ9znbaQ7XbgXWuWgoToLqfk2yXcXeTEfcVOlLt4fPDlMOTHcAKTSUAQBFTkZUOlrAaSjLOdnZjrFnBbvh02Lcrc85ssG/7QEkNr3EBroAfbjp5kgpEmLNy/agkqcv2jvoTuhAlNTWay6A10o/n0SVi6Bgrj6tEAWs2nQiFk+083slV9p82GFTPKh9V/SD9xbqYHH79jAwo8LhZC8tzeI/j1m7sRZTo36TXHvk2ivluPnOgPvyCPsWw6zxhKZZ6/PzvH6fZOBMZBiDKRSOBEcwcyvH4WgkGZLIqcMktvOpqu+VQR63NtsOtRkCBok6mi1xKZsHCZomNNtg08sdFoSPI6nAAnMNUIcAPEVBsR3h9OgBO4LgmQIYHE2sgvOBCODhtj/NbJ0wiEwuz619ZUg2KreeEEOIHpSyDTaUd2JoVQWAiGo+jqDWFFlow7ChxQ9BgLzzilq3imOYYfb9uPcx3dsEwDxZkeLK0qG7X3lG4BXXGDTW51LY6+YAC9XR2I9QVZezGDdCBMZjg91tSKUCLBzl3kzURNccGoBugdi+bggTVLYCO9AlnFT7bsABldr7R0h8LYVnsSgAi3quDmBbPH3GRZLqXiVNlxLT0hxnrMjQw64HRLOw42dSAzy8eMDrJlIcc2thSZi702LPepLNTFskwIkgy7pWFDrgO5Y2xrUPf4W06AE+AEJo0AN0BMGnp+Yk6AE5hOBCgVZ/Z5g4Ju6uiLxIdc/o4TpxHVk8uMy6rK4R9l7PaQhvgOToATuC4IkIAty4RhWqBMD8eb29l1rcu2YWOuDVIiBlPXcTyhYH9MhWlzwdQNvGvVYswsGF4YcjgwgbiB9rjJMi9EwiEEA12gFfyujnbmsUAGiA7NQiQWxx5mNBAgwcSyGaVwkmF1lOWvbl2PZRWUncLEybYAfvLStqSY5SiPH65aY1c3DjU2M+NuptuB1bOqhqt20X0UfpHhdDKjCt2DSVPickpbTy92nWzAU2/uwb+9+AaOdgSTqZA1DS4BLAxjrO3emGPHDJsB1emCaJpYnSFgBs96MVaMvD4nwAlMIQLcL3cKDQbvCifACVy/BGRJgs/txOnOAFMz7w7TA25O/wWf6+xGfWsHE5ejx/n5ZUUXFXbrP5BvcAKcwHVLwK4omFWQh62HTyBh6DjR0o6EbkCVJdxa4CQZSLzSkQCpQJTNWYCYZuDk7u14x4LZyHIlwylGA6dXt9AR1SEogJWIQQ/3IhKPo629BcWz5iJqAi0xE+VWImmAEEU4VZlpTIxFo4ZCQh7ZuIZpNnTHNWzetR+raqrwgY1r2DWNpq/pdWKahj2nzkKQqOMmCzmpzMtOrzLq7QJvMhUnZBlNgR6W8nQ019YcCOJMexfqWjqw7fgpJrBJhiKHy4OFy1cz7wczHkOxTx6TMGaq49k2Ce/Id2B7ZxhZPhE35lLWCy7qk+LDXzkBTuDaIzCtDRCnT5/GoUOH0NfXB7/fj7Vr18LjGeryfPjwYRw4cIAJGlVWVmLhwoVwkFjR+UJCQ7/73e8QDodZnXvuuQdu91DV6ddffx2NjY3sqHXr1qGsrCzVBH/lBDiB65yAJArMAAGLVjINNHX1wKqy+oXSth2rSyqvWxZmFeagfAyx29c5On55nMC0JUAeEKU5XiZcSB4QlKZXM5IGCJqC3lrgAOXBeL1Tgy7KmLVwKYq9GSjIzx8TM9J/6LZkSJKEKn8W8hfNxPfONiAQ6GZeAYKiojmi4WRPJw6dbWKTaqeqYll1+aiyOqR3hrRtttfW4Wfb9iAhAI9v2YHF5cVYObMivdqotkmPgkLXqDglCWsuw/shdaLqvBy4VBlhEyAhShLbHM6IQ+PQ1B3Aua4eHD3Xih3H6/D6kZNo7o1QFAi7p5umAacssnEQRAkORUSJOxnikTrfWF4r3QroHy+cACdwfRA4evQom4PqaSl/vV4vm4tmZmb2X+SxY8ewZ88e9l5RFKxevRolJSX9n6c2nn32WQSDJMQL3HHHHaC2BpedO3eirq6O7V6xYgVmzJgxuMpVez8tDRC9vb2ora0FDcQbb7yBc+fOoaCgAPQl2LBhA1yupHhRPB7HyZMn8cwzz7B/lMf5hhtuYMaHBQsWsB8ZqvP444/jf//3f5lSMbksnjp1Ch/72Mfg8/n6B/IPf/gDvve976Gnp4fte+211/D5z39+Uge/v3N8gxPgBCacgCJJYCtslsUyYAQjMbbCRp4RVLYfr0dfLE6h3lgzqxLZntGvXk545/kJOAFOYFIIKLKE6rxspuWgWwLqWjuZATO9M1VmH56uq4ezvAaKJMNRUIkjCRlFugm3fOlIW1pEIQOE7HbD0HTM8Gdg4203INHXi9faQohrcdjtTpzqCmDX3t3oiUQhiDLyMzNQnX/Biyu9TxfbpnvhX9yyDvsbGrGvsRWHm9rw5Gu7MKekYMyiu6T/sP/0OWYQyXI7ceOcWRc79UU/K8nxIsPpQDgUZQaIUDzRb4AgTwsySpzrDODg2WZsrz2JbbV16E7oEEwTliBAIGkLU0dlrh9eTyF8xRUoKikBGSDoLp9rm5aP3Bdlzj/kBKYjAZorbt68GT/96U8HzBWrq6sxZ84ckAGC5qS0aP3UU0+BjAtUVFVFW1sbHnroIbZwTkLFhmHgySefxI9//GN2DL0/cuQIPvnJTyIvL68f75YtW/Dd734XHR0dbF9NTQ2bh86dO7e/ztXcmJZ3w6amJrz11ltYtGgRGyACTgNCRoTm5mZ86EMfYmNAxodf/epXeN/73oe//du/Zfu6u7tBx9MPNpX6+nr87Gc/w89//nOUl5dD0zTceeedWLVqFW6++WamfByJRPD973+ftfvOd76THffhD3+Yffk+97nPQZan5TAwDvx/nMB0IUAGTK+bjJsWDMNEbyTan4yNlOBJjE0jB13LwvLqCmQ5x6biPl048uvkBKYTAdKOqcrLBaXk1E0LJ1vbENeNAQg2v/k2XnhpG+as6sXsJSuhKCpe69ahWybuKnRe0l0/YgKdCZMiGGCE++B22+H1ePC1970Tv9h3Att6e2BTbeiOJLDtLGlQCJBhYWl1KWzK5a3KL64owZ+tX40TP/8t8zj45Y7dWDGjDO+9aeWoPSroKex0WxfOBXoBWYLX6cSCsqIBbMbyptTvhcduQ0soygwNdc3tiCcSaGjvxoEzTfjjgaPYebwOmiBBsCxmdCBoDklEkd+LoiwPllQUY0nNLNjySnA4rqI1bjHjUaYqIt9+aWPQWPrL63ICnMC1SSAajWL+/Pn4r//6L6xfv37YiyAv/f/4j//Ae9/7Xjz66KP9dchw8Z3vfAdf/OIXmdc+zVt/8pOf4Ic//CHmzZvH6t11110gr3uac5JXGy2WP/bYY7j//vvx8MMPszqf/exnmeHiq1/9Ksiz4mqXaXk3JEMBGRluuummft45OTlwOp3Mm4F20mCR5YksRDNnzuyvR14N9KWhyUQoFMLvf/97fPOb30RpaSmrQ4P4ox/9iLnVkKGCClm46Hy33XZbfzv/+I//iIyMDOaF0b+Tb3ACnMB1S4Biid12GzMwUN769mAvM0TQBR86ew5t9BBNbsSyiNnF+RBFHuN73X4Z+IVxAmMg4HU74aM0vhAQDFEmjL7+oylrzh/2HUZ3KILdr70EsfMcVMGCJMt4s8fCK60xxM3kgkn/QYM2SICyI5Y0amQqInLsSa8sWm27a2EN5mVnsHOrNht8/lyWSthpU7G2pmrUxoJBp2Rv379+Je5ZvhCyKCCsm/jp67twmMI7Rlko/ebuugZAFCCaBmqK85DluhAeO8pm+quV5vj7PTAaOrrxgxdfx4d/8CTu/vp/4tFf/QFvHD8NXZABw0CGKmNGrg831VTiU3dtwhMf/TM89+gn8LF334++3Cr8sctCuyYwAUpPIoTVPhs8yrR85O7nyzc4AU4gSYDmj+ThkJWVNSISmkNu376dLWinVyJP/N/+9rcs7N80TbZQ/rWvfY3NV1P1fvCDH7A5bCrc4he/+AUeeOABZoBI1fnSl76EqqoqvPrqq6ldV/V1Wt4NSb/BbrcPAU0/tmQUoHLixAns2rULt95665B6qR2kHUGDSrE4ZJBIlYqKCvz3f/93f5wN1aHPycCRKmTwePHFF/HSSy+ldvFXToATuI4JyJKI3AwPWw0jd9323j4WikGXvL22Hr3RKDNOrJxZjtzM5H3oOsbBL40T4ARGSUBRZFTm5TCRRdKPqW/r7D/y+X1HmAAiPWNk2mXcX+bGChI7tExmhHi5LYpX2mKIGyMbIQKaiS4t+blHFlBw3gBBJ8myyZjjc7LVfjJAeHNzAUmG1+XEqpmVEK7ATupQVXzw5rWYnedn1/PGyXo8+dpOROKJ/uu72EZnbx92151l4Rcem4p1c64snplC5JiRGGBZMJ7Zcxhv1p8DFBtg6PA5VFTneHHH4jn44v234acffxjPf+njePSBO1BTXoa3e3T8T10fDoQFyDY7YBooEuO4t9COG3JsF7sU/hknwAlMIwKdnZ3M854kAfbu3QsKyz948CAL5U9hKCwsxC233IL29mTmo9R+CrEgD3vSGqRQDvLCz8/PH+BNT/NSWvwmnUMqFMYRi8UG6BzSgjoZOEjDcDIK9/0/T50sUWR82LRpE9vT0NDAvhBf/vKXmSGBvgDk3UDxOSmLFb2fPXv2gEGng8kiRQ8DFJtDZdasWSyeh71J+x99nqqTtptvcgKcwHVIQBZF5GdlsBVDmgv0hCP9V7nzRD0iCY09SK+cUXFFq3j9jfINToATuC4IUJgDZcJ4/ehJJExKxdmG2xYn43Z/tWMveiIxQBRx1/IFWFCQDZdbRTCm4XAUkBxOvNiaNG7eku+AMoxnVVfcRFiyQbbAVum9tgsLKpRsgbIwWKbOnoFys3MxtzAbdy6eh4rLzDaRPigkGvng2mU4ufkFxCwJm986iJUzKnH/6iXp1Ybdbu7uSXpAAMwgsqzqyoS9yUhM4r9bT5wGZAWiqSPLriLb48a8kkJsWlSD9XNmDrluyg7yWmccOzpikGwOWJYJl6VhsVfFphwHstQLPIe9EL6TE+AEphUBmm9S6D8ZCUgbkAQpafGavONJHoAKvaekBhTiT8kPSDDSZrOxuu94xzvYQjrNXWkeSgvog0v6wjh5OlCyheFKer3hPp+ofdwAcZ4sDT7F0VB8DBWyDFFYxf79+5lWw9NPP82sTSTqQXXIi4LCNN5++21mVRo8QOmGhX379jFr1XB10usN/py/5wQ4geuHAP2t57qdoGwYpPXQFY5AlUR2H6k928JWFQXTwMbZM/tX4a6fq+dXwglwApdLgHQJZuZnMyFDCpQ42xVgnlR768/g4OlGdu+wiQIeWrkYWUxnBrin0AGrOYajMRGmYsOrHQmmVbAuxzbECNGjWVDsdmjROPweEfZBRgq/XYbNjEK3OVFVUox/+er/QX6akeJyryt13EduWYdDp8/hqT1H0NIXwc/e2AUyJpRdIhNQXVsnwuc9O4p8XiytTIbCptq9nNdHbliJ5q4AmrqDWDmjHBvnzsSti2b3i5OntxkzLRwIJPBKexwdlgJDlCALQIli4uZ8F+Z7+CN2Oi++zQlwAkkC5AX/rne9i3kkkKcD6QqSBwR5xQcCAZYQgRa5SSDyl7/8JdMofM973sP0HGj/Rz7yEbb4TdkXaR5Kr4MLPXOm5pjkCUGGisElvc7gzyb6Pb87kqtddzfTciB3FrISUSGLFGWuIPcXEqD8u7/7OzbAFDZBWS/++q//mn0RyNvhUmU0dS7Vxmg+J0tYShyTSemP5iBehxPgBK4KARKTs6ky+0GgFG2B3hA6e3txoKGJGSNo1azElwFfphO6rqX9LV+V7vGTcAKcwBQlQJrX+d4MSJIISgF5urkDrd09+MW23ejoDTF9BsqcU5Lnh65psGCBkrjd7hcQbY7inCML0RjwXGuUhUys9spQYIKeXroSFtpjOnTTgByPINunQtcS/QK55McpGybyFAtnDYPpSbRHdeRIQn8I2ZVioxCT+1cvwq5TDTgd6MVz+2uxcOsOfP6em2GTpSHnoXtpR18EZIAxDZNpXswtzjvfb+rxyOEml+rrouoS/PIzHyQtYOatRlo8pN9jGsnnK/Jl0C0gYAh4vSOON7sSsBQ7mwxkqhLKEMZtBQ7kqGayP9SVKwhTuVR/+eecACcw0QSSf8A0WR+vpAE03xxsEFi8eDFb9P7CF77AEiVQqAUJSR4+fJhlwaAkB7/+9a/ZohUlN0hJBoxmjjmaOhNNcXD7094AQToO//qv/wpSG6U4mlShwaWYmpTFifaT6wtZo0jI4wMf+AALsxg46U8dDZYNI2UMoDrDDT7tpy/YeBRqP9jTDS0RZ82dT9IxHk3zNjgBTmAcCNCDtBWPsIdaitvr6g2hpbUVL+45iL5YDIamYXlFMRCLINjVjoR+aePmOHSLN8EJcAJTmABFcpLXFAlDUhhXXyyB480t2H20Fn/ccxDheAI2RcYtc6ogxiPo6ozDJNFJAaAHvHV2Ea9ELJxKSLAUFc81RxDuiWGZW4ciAGfiMtoiKkKGhWLJhBrpQbdhwLCSD92SYCFmivAKKk5GBQgwcKytG7kRjc3zL3+qfwE6TfLXlOXi7sWz8b2XtiOum/jFG7tQkenEfUvnIBzXLlQGYFdk1J5txuuHj7MY6JwsD2blZqGrs40ZDq7k+Yf6QgYOmmzQMxyxpP+oYdofM0zUxWXsjNlwLiHDZrdDj8WQIwhYpsQxxxaHFAyBVDqupB8DLpi/4QQ4gUkjkNK5UVQbvL7sAZp/490pMkyQdz0VEqEkPULygEil0/zoRz+KHTt2sOwVf/mXf8kMIhebh6bmnjTXTG2n93k856Hp7Y5me1obIEiF9B/+4R/YAD/xxBMDLFsUT0PxMpS+JL2Q6wsZJ+iHiSxhpAdB6VTSC33u8Xj6Y3IonIMGeXAhIUyXa3xS7VEMj8+fw1dNB0Pm7zmBKURAU13IzvQgpJvQTAui04NDzR3QLQGyJOHGebNRWV4OlafmnUKjxrvCCUw+gRq7B16PExHdQFswhBeOnkZnOAabTcWMHB/uWr0Mxfn0DHChr2RCyBYAb9TEb5siOGMoMCg7RlyE3+/Acq8CIZBAT2+Mrab5zT7MKsgcolngA1DZpeGgYcLUNfRIMvLy3VfgZ3Chj6ktmvh/6I5NON4ewB+PnERTKIrnDtXhtpXLUOD3DPCCIENAoqkLpzq6WRx0blYGbl62BDnjoEmR6k/qlSYfZHYxLQudcQO7OhN4K5yAZXNCFU3Ipo6l2TbckqsiWyWNn6ThIW0YUk3xV06AE7iGCYxXuALNH6mt4QrNPWmxmwqFYpA8QMr4QPso/J90Bcn4QIvhNAf1er1DpADIW4LmoamEC1RvOAMEnY/qTUaZtgYIMhp84xvfwLFjx1juVBrA9EIiIA899BB2796NZcuW9X9EcTbZ2dnMc4EGlMIzjhw5wsRBUq45pCpKVir6klChXK3nzp1jgiMU90Nlz549TPDyxhtvZO/H43/j9ccxHn3hbXACnMBQAnZZht/txpnOHlAqzqONLTjd0c3SyDkEGStnVsI+jJjQ0Jb4Hk6AE5hOBFyqioq8HDR19yKuG/h/2/ciopGajIU/WbUYRd4sCAKJXw+lUuoUcXehE79rjqHRVBEWFDzfGmcpf3sMAaI7k7VDKTh99qGPhRR2kGcnIUoNst2BTi0KQxCZ3sHQs13+nqr8HPzpjSuwv+Ec2sJRPLf/MJa/VobP3vsO5n2Q3vLRc20wILJ+F/mzMKMwN/3jcd0mo87xsIHnWmJosVQkBBOSrsMn6lifZ8cqvzpAVyNptBjXLvDGOAFO4DohQNkoyPueFqDTF6FpP2XF2LhxI7tSmm/S/JJe0+uRhwQthpNXAxkQKFnCqVOnMH/+/H6DwxtvvIFHHnkES5cuZW199rOfZXXIq6KoqIjtI80Jmt+uXr16UshKX/nKV74yKWeexJPS4JFRgMQ+/vmf/5lZl8gbggaZXKNpQMm4QANFeOjLQMc0NjayYz74wQ+ybBjkdUBfik9MDwa9AAAgAElEQVR/+tMs/ypZpugYEqokcZE5c+awqywvLwflW6U2aJvO8zd/8zfsvPfee+8kkuCn5gQ4gatJIKrpeH7fYZxu74RlWiz04mRLOzTDwKLyYvzZTSuR4bz8PPZX81r4uTgBTuDqESCPqf31jTjYcI55HmgmhW8KcMkq/vnP/gQl2eSnMHLxqiIyZKA5FGcGiDgEnA3F0RQ1EDEAPRLGoiwFVW5l2EYo+8aRQAxxUYGga6h2y0M8JYY9cIw7ZxXmoy3Qiz2nG5mRo7OnFzVFeSjLuaDg3tgVwBOv7sDx1g4mmHnvikXYMC+54DPG012yeq9mMpHJZ5sjCEBhHiaSaWCOU8A7i52Yl6VCHs7qc8mWeQVOgBOYjgRoAZxC/rdt28Z0IOg9zUEp2wX9o8Vx8krIzMxkCRFIZJKMBuRd39XVha1bt2LNmjVYvnw5M0SQtz7NQyn1Jh1DuoYf+9jHmIZhagG9rKwMX//611lKz5kzZ7J56N///d+zcBJabB/JI2Mix2eoqXsizzZF2qZ8qyQmSVkvyJhAbikpvQZKdfLtb3+bGQpuvfVWtp8sR5QNgwaWLE3pXgs0qN/61reY0YEsWtQOGTXoy5EqFMbxve99D5/5zGfw7//+72z3+9//fvzVX/1Vqgp/5QQ4gWlAgNK8FXgzQCuKmmli+9E6RFl4loXVs6q48WEafAf4JXICl0NAkSRU5PlB9xCD6cOQk7+Fu1cuHDA5v1jbszNU9qD5+5YY2mBDZ0yHZRqQVBMeKZluc6Tj7ZLIdCh6NYuFj7XFDJS7xv8Rkq7vzzeswoGz5/D6yTM40tSBx1/ZgQXlxcg8b5xt6+nFwTNN7FpyM9xYN3vGSN2+7P2GZeFESMeLrTE0JkQYkh2wTGQigfX5Sa8HO+Uo5YUT4AQ4gTEQIOPCu9/9bvzmN7/B5z//ebS1teHMmTMspOKxxx4DZcWgQiKTDz74IH71q1/hhhtuYPucTiczNrzvfe/rD9XIzc1lc8tPfOIT6OzsZPPQRx99FLfddlt/r8jA8N3vfhef+9znsHbtWrafFsppMXwyjA/UAcFKzbz7u3n9b5AHAmW5IMMDeTykI6B4GYq3IfcWKlSnpaWF6TxQiEVBQUH/oKeToi8PxdzQQJKXw2DtCKrb2trKrFy0Te2ku9Skt8W3OQFO4PokEEkk8NVf/QGPvbAVOgnF0RxCECDCws8+/QHcs2zhpP0YXJ/E+VVxAtcHAXpO+e3bB/Chx36KsKazewfNf5/8FN03Foz6vkG3nP2BBP7QGkcAKvREDIrDiULE8O4SJ4ocA3WvUvQihoU/tsbweo8FQUtgTbaKB4qdqY/H9ZWu9X+27sT/efI3CCcMOGUB//Ceu/GRW29i59n85l68//tPwpIELCrOxzNf/Aj8nrHrabF78DDeCwnTwpb2KHZ2aQgLMiBIECwTc5zAO3JtKHRS+Ak3PozroPPGOIFpRoA8GoLBINMIpPkjeTLQQvfgQh4S5F1PhTzvaY463PyRvPTJ057moaWlpf3z2PT2Ojo62DlpH7UzWfoPdP7xN1+nX+kU3aaBG27whusuDXYqXma4z1P7yBPiUoWyavDCCXAC05eAKIhw222gV7AkeMlMFwXeTMwrKRr1JGL6EuRXzglMTwL0UDkzPzepwE73D9PAipmVWF5VNqb7Bk2bF2apzAD6XFscQdUGSVWQacXhtw1vfCDiDklAIRknenRYsoKWiJ60n07AcNC1PrhmCfbXn8V/v7oLYYOyYryNtbOqMLekEAfOnINJao+GjvJc32UZH071adjSHkNzzGRG4HT1TjLS9GkmoJLXgwWHEcONuQ6s8SnIUOjezQsnwAlwAldGgLwZ6N+lCoX3V1dXX6oaC8G4VCXSIUxpEV6q7kR/zu+kE02Yt88JcAKcwHkClE7P73EnBdVoJkCraJaFRRWlyHJd+oeIg+QEOIHpSyDfm4kMpw1gYpMWHli9GDmZY1cwp7n7Ep8Nd+bbkGFp0Pt6Ue1WYL/IEyHdrvJtEiwtAUlR0K1ZCNIkfYKKy2ZjgpSLSmnhRsCBs6342da30NDRiUONzezW6XXasWpW5dh7YAGvdCRQGxEQkp3Jf4oLofP/wooLlmqHaeiotpt4pMKNTTkqNz6MnTQ/ghPgBDiBYQlMSw+IYUnwnZwAJ8AJTDABWRRR6M0EGSJAGnLkUicIWDOrEi57MvXSBHeBN88JcALXKAGXTcV9yxfjRy+9gcWV5bh72QKQNsTlFArfWOy1MR0HCkXIUi/djksRkGcX0WGaoJCMuj4dS3wqJioYYWllGd530woc/fnvEDeB5/cdQVtfX78QZ06GG8uqLu19OphPU8zAuYgGUXFAi4YHfwxBkuGAjg25DqzwKhMitjnkpHwHJ8AJcALTiAA3QEyjweaXyglwApNLgFyLs1yO8y7TLMF80gBRUwm7wm/Hkzs6/OycwNQmYFNkfPGdt+HhDavhdthQ7B+YPnysvScjRPZFwi4Gt+eWBMz2yGgLGKDIBRJpXDyBBggSpHxw7TLsPnUGv3zrAE53dOJsVzd0w4AgqyjIzMKi8pLB3bzk+9peDVHdgimamOORsCHXDpc80P2D2PhUESoZi3nhBDgBToATGFcC/Il3XHHyxjgBToATuDgBr9uZXDGk51rTQlVhLkqyr2wicfEz8k85AU7geiBABkyfx8X+Tcb1UNaHmR4FW7tikB1O1IVjiBukDzFxvfG7XXjfTauw70wTjjW3MWFwiCJky8TskgI41OHTho7UI9J3ONanwVRspDKOORkKu6aR6vP9nAAnwAlwAuNPYKDJd/zb5y1yApwAJ8AJpBHI9rghiGIy+wWFX8yshMduT6vBNzkBToATmJoEsm0i/JLJtGtCuomGsMbEKCeyt2trqvBnN66AlQr2EET43A4srCge82lbYgba4yYLs1CMBEonIJXomDvFD+AEOAFOYJoR4AaIaTbg/HI5AU5gcgmoisIyYZCwGglQ3jC7mus/TO6Q8LNzApzAKAlQGMYMjwxT0xDTLVA4g0VuBRNYVFnCg2uW4u7FcwBZoVx0yMnwsAwgYzmtaVk4GtSYfoVFApNuGV6VPwaPhSGvywlwApzAeBDgd97xoMjb4AQ4AU5glARI62HDvFms9szCPKyeVZXMijHK43k1ToAT4AQmiwCFYdRkKLAsE6LNgZMhA9oEGyDoWot8WfjrW29CSVYGy4qxamYlZhTkjhGDgOMhHYaosFCOWRkKXBJ/DB4jRF6dE+AEOIErJiBY1kTbrq+4j7wBToAT4ASuGwKmZeJsRwDHm1qRm5mBheXFELnQ2XUzvvxCOIHrnUBH3MB/ngojJNoga1H8RaUbM9wTLymW0A0caGhEV18INUUFKM/1jwl1c8zAD+vCCEt2SPEwPlbt4SEYYyLIK3MCnAAnMD4EJv4XY3z6yVvhBDgBTuC6ICAKIntwHuvD83Vx8fwiOAFO4JonQF4DFS4JB/o0JEwLJ/s0VLllTLQvAYViLK8uvyx+pgUc69UQ1kyY0DHDJcFrm+geX1ZX+UGcACfACVz3BPjd97ofYn6BnAAnwAlwApwAJ8AJjA8BCsOgdJymoQOyyib2CeMqxGFcQfepd0d7NZiywvo9O8sGJw+/uAKi/FBOgBPgBC6fADdAXD47fiQnwAlwApwAJ8AJcALTigBFjJW5FKiwIMoy2mMGOikf5xQuFDbSGk/2VzENVDplSJQKmRdOgBPgBDiBq06AGyCuOnJ+Qk6AE+AEOAFOgBPgBK5dAh5FQHWGDEPXkLDAxCjNKXo55JxxvE9HRDNgGDoqXRJ8Krc+TNHh4t3iBDiBaUCAGyCmwSDzS+QEOAFOgBPgBDgBTmC8CNhFAXM8CkvHaYoyaoNxTNUoDEq/eTiowRQVWJqGeVk22Hn4xXh9FXg7nAAnwAmMmQA3QIwZGT+AE+AEOAFOgBPgBDiB6UuAwhcqXApIx1FUFDTHTHTHpmYYRlfCQnPUgKSqLGyk0sXDL6bvN5dfOSfACUwFAtwAMRVGgfeBE+AEOAFOgBPgBDiBa4iAzyaixKnAMg2EDQt1YR3kbTCVimFZyfALw4SpJ1DhluFT+aPvVBoj3hdOgBOYfgT4XXj6jTm/Yk6AE+AEOAFOgBPgBK6IAM3jZ2fIMBMaLFFCbZ8G3Zpa2gqGJeBwMA5LkmFQ+EWmCm5/uKJh5wdzApwAJ3DFBLgB4ooR8gY4AU6AE+AEOAFOgBOYXgRkQUCVS4IsWBAVG85EDPTpU0uKMpAwcS5iQFJU2EWg0i1DpjQevHACnAAnwAlMGgFugJg09PzEnAAnwAlwApwAJ8AJXLsEcu0S8u0iC8Po00ycDetT6mKO9SYQMSwmllnqlOBTuPFhSg0Q7wwnwAlMSwLcADEth51fNCfACXACnAAnwAlwAldGwCYKmJ2pwkokYAoS9vQkUBfS0RozENRMxCYxNUZDWMeu7gQERWHpN+dlqaD+8sIJcAKcACcwuQTkyT395J798OHD2LZtGwKBAAoKCnDPPffA5/P1d+ro0aN44YUXEI/H+/e5XC7cd999KC0tZfva2trw9NNPIxgMwkoTX7r99tuxYMECiOIFG8/mzZtx4sQJdhyda+7cuf3t8g1OgBPgBDgBToAT4ASuJQKyAMxwy3hFiEGQZRwNxkFhD05JgFsW4JIl9upRRNgEi+1XZQlOEUyLwSmL7JXCOcaznI3oeKYpgmZDhqTIcFkGZrgVSNwAMZ6YeVucACdwmQR27NiBN998E4lEor+F3NxcNsf0+/1s7klz1F27dvV/ThuSJIE+X716NebMmcPmsE899RS6u7thmhdC4DZt2oSlS5ey+qkGnn32WRw6dIi9vfXWW7FkyZLUR1f9dVoaIDo7O7F3714cOXIEtbW1aGlpgdfrhdvtBg0YbRuGgd27d+OJJ57oNzbQ6GRlZWHjxo1soMjgUFdXh8cff5wZLhRF6R/AxYsXY/78+f3vqQ59QVIGCfoCfOYzn8GyZcv66/ANToAT4AQ4AU6AE+AErhUCgiCgxCkj3yGhS3ECDic6BYByYQgWYGkANECIAtFgD1yCBZcqIUMSYJeATFWCSxaQIYuwSwKcsgB6kiLDBKX4tEsiHLRvDPaJM2Edv2uOosFQIYiAHAtjY76DhYpcK1x5PzkBTuD6JUAL21u2/P/2zgNMjtr8wzrbuGMwYAyhhxIILQRM6GCSEDrBBGNCh4QE00MJNST0EjDdlFBML6H+qaa3hA6mmmLAjWJj496uzP95Bd9Gq5vZ273bOZf76XnudndGo9G8kj59+vRJ87S77777/AS4PelKK63kttlmG29gqKurc59//rk3Uth55O306dP9tXfffbdbY4013OjRo/1YtWvXrq5Tp04W1a2++upFBoY777zT3XLLLYXzb731ljviiCPcZpttVjjWml9qknDavjXvPBfvNXz4cPfCCy+4dddd12244YY+J9OmTXNXX32192I49thj3cyZMwuWKbwZ0gKWprffftt98sknbo899kiL4o9NmTLF7bfffu6QQw7xFYuD3ANL15FHHllUYTIT0QkREAEREAEREAERmMcIsMri7Umz3WsT5rg5Ne3dzNo6N7s+cXMaEjerIXG1SY3r2L2Ha9eBvSKwTLjvLRTRc3h1dPpk16XGOTwmeizUzntPYKTAGLF4p/auvUtc9w7t3CILtXNLcDAKBeND3fcTQh1rZ7lf9+7s+vbu7BrHji7WTxEQARFoBQKTJk1yzz//vFtiiSXcJptsUtEd8YgYNGiQu+SSS/w4Em9+/vr371+Y5I4TZIx78MEHu379+rnf/e53/vTf//53P9l+8sknu86dO8eX5P67TXpAYGFabbXVigoK7wesR9dff703DsyaNctNnTrVLbXUUpmFgHVqwoQJbpFFFsmMw4nBgwe7gw46yG255ZaFeKeddpq77rrr3HPPPVcwShRO6osIiIAIiIAIiIAIzAcE2tc4t37PTm6tHh3d9PrETattcFNqG9zMBucm1Ta46XWJm1Q709W5Gje9vt7VNSRu5g8GitkNztVilOjYyS3UpYtLui/qZjnnZiXOjcePoq7GubrEe1S0m1Hj5syY7noktW7Zrh3cKt07+M/FO7ZzC3eocV/OqncPfjXTfeGND4nrWDvb/bp3F7f1kh29zWM+QKksioAItAECTEzjBdHU+DFGwTKLRx991J1//vne+MBEOF79jGHNwz6+ht+MN9k+YMcddyycPu6449xNN93k09t1110Lx1vrS5s0QIQuKiHoLl26uN69e/tDuLiMGjXK1dbW+v0dxo0b5wuYNTMYKggYIEaOHOlYevHkk0869oPAgs8yDvaUsDB06FC31lprFXk6LLzwwu6pp57yFQd3GwUREAEREAEREAERmF8JdGpf4/hbrGO2r8GUusTNqmvw+0TMqG9wk2rxknBu4pwGNyOZ5WbNqXVzEuc9KPCiqEvc914UDYnr2K27W6hLNzejocF9XJ+44ZMaXIdvprvVu3fwyys+nVbnPqvt4GpqEtepbrb71VKd3da9OjrclhVEQAREYF4hwN6DY8eOdR07dnRffPGF37+BCW+W+LPHQ1pgPMo+giuuuGJhchwDBNcz9nziiSf8mJKxKRPetlchaTHe3H333Ys8HdjTkH0oGNPKAJFGvJWOsQkIhbHtttv6O1IgVIJnn33Wu6gMGzbMYaDo0KGDY0kGnxgesF7hRsNamjfeeMMv3WBDSpZcYJEi4HFhRovwcbg+3DciPKfvIiACIiACIiACIrAgEejh93to73h9Z3ro7CbWOTdlzvdeFDPqzYsCo0Wtm+Pq3NSGejdhdr2byRs/27Vzb02vcR1m1bikoZ2rrat1PTo49+ulu7q+S3RMv4WOioAIiMBcJMB+gnjaYzRgwputATBAMA7NWpIxfvx4d80117hTTz21MHbE64GXJ2BgeOeddxxjVbz3mTTH8577EFZYYQXXo0ePRk/MWBYjyNwIbdIDIg00BYc3w4ABA/xpjAc77bSTtxixVwMBN5fbbrvN3XzzzW6fffbxRgg279hoo43ccsst5+Ngjbr99tt9JcEIwU6lGCfy9nLA+jVn9mzX4BdYsr6SLaAUREAEREAEREAERGDeIRB6JHhNJdBX2tXUuG7Oue41zv2oo3M4L+C/4K9hRUaSuFEzG9z7k2rdyOn1LumxmJtSX+OmN7TzxohF62e79Rea7jbuVutmzawrejvZvENAOREBEZhvCPzgQdWupp3r2KlTVTyqevXq5cebTGLz4gMC+wnyVkW86dM8EvCa+PTTT4ve1ohcZC/Dn/3sZ0UeD2xQibFir732cssss4w3TvDGjHkpyADhnBszZoyjsFZddVW37LLL+vLBIhS6r3DQNgvZbbfd/FoaKk241II4WKM4zys2eb3JVltt5Y+VWptTjQqBAWLG9KluTu0Pr3OR/aEaWJWGCIiACIiACIhAqxH4fr8HMzj877bfKzU1rsYtWuPcFt2cq+/m3Dd1E92IZCE3tr6Dq61z7scda12fTrPclEkz/L4R35sv/peKvomACIhARQR+WMHVcaGObqGO1VnShVc8SynCwBiUMeU//vGPRgYIvPTZc/D444/3XhJ2HXIyba9CNprkTYw//vGP/aaTjEG9TLUL54HPNm+AwNJ01lln+fewnnfeeU0WCcswKMRSBcluoiytwChAYKMR1uTEgQqVdjyOV85vKlfPxXuVE1VxREAEREAEREAERGC+J4DWs9Z8/xR6ABEQARFwfql/GgeWVXzwwQeub9++mXtEhNcxRmV5hYWs8Sb7SvA3N0L2TkFzIzetfE/WyPD6EV6HctVVVxXuboaDwoHgCxtY2t4OweFGX4ljhR97UlhkPChYoqEgAiIgAiIgAiIgAiIgAiIgAiKw4BIoNcZkAjttz0CWX7BfBGPGUhPgIbVwHMoyDBuThnF4IYJtMxAeb43vbdYAgSvL2Wef7TeNvPbaawsbegC9vr7e7wfx5ZdfFpUBngxvvvmm22GHHXx8NgRh34i4Mr300ktu4403LizPOOWUUxxxWeph4emnn3bsH7HLLrvYIX2KgAiIgAiIgAiIgAiIgAiIgAgsgARmzpzpPv/8cz8uDB+PyfDRo0f7MWZ4nO94MHz99ddFHhKMPfHi5y0YjFvD8Prrr7v11lvPvwSB4yzdwNNhxIgRhWiMVXlDI/tEzI3wP/+MuXH3uXRP3lJx9NFHu5dfftldccUVvvDYPJKA5YlXcb7yyivu1VdfdQcccIB/fSYV5sMPP3QXX3yx34SSnUrfffddvyklez6wCeWMGTP8bqYU9AknnOBWWWUVnyabVJ5zzjn+dZ4777yzP3bRRRf5jSl5Q4aCCIiACIiACIiACIiACIiACIjAgksAY8EjjzziX2yw9957e+MBBobHH3/ceznwIoM44Kmw6aabFi2/wBOCV3neeOONbscdd/T7GPJGDZb2H3PMMe7ggw926667rk9qgw02cIw7mVjfc889/bFBgwa5ddZZx6222mrx7Vrld00ST9+3ym3n7k1wY8ErgSUYLKkw4wO5orAoJDYCGTp0qHvggQccri/vv/++23777X2BslEIget4wwVvxcCogcWJ6wcOHOg9IEI3GTwgDjvsMB+faw899FD/O+t9r/4G+icCIiACIiACIiACIiACIiACIrBAEJg2bZq7//773bPPPus9G0aNGuU9EXh7Ytqmkrym8/DDD/fXMAFugXEo49MhQ4a4iRMnujfeeMMbIoi7+eab+5cgWFybfH/xxRf9ISbYjzvuuNSlGXZNnp9t0gBhm25ge8ESFdpgMAjgBcGmjhQs72m1eLwZg/U5ccA7grikxfVh5QjjEg8rF4G1OTI+hHT0XQREQAREQAREQAREQAREQAQWbAKMGVnaz/iRP8aXjDPTgo1H7UUIcRzGqqTX1DiUeNyTwFg1bV+IOO28frdJA0ReMJWuCIiACIiACIiACIiACIiACIiACIhAOoE2uwllOg4dFQEREAEREAEREAEREAEREAEREAERyIOADBB5UFWaIiACIiACIiACIiACIiACIiACIiACRQRkgCjCoR8iIAIiIAIiIAIiIAIiIAIiIAIiIAJ5EJABIg+qSlMEREAEREAEREAEREAEREAEREAERKCIgAwQRTj0QwREQAREQAREQAREQAREQAREQAREIA8CMkDkQVVpioAIiIAIiIAIiIAIiIAIiIAIiIAIFBGQAaIIh36IgAiIgAiIgAiIgAiIgAiIgAiIgAjkQUAGiDyoKk0REAEREAEREAEREAEREAEREAEREIEiAjJAFOHQDxEQAREQAREQAREQAREQAREQAREQgTwIyACRB1WlKQIiIAIiIAIiIAIiIAIiIAIiIAIiUERABogiHPohAiIgAiIgAiIgAiIgAiIgAiIgAiKQBwEZIPKgqjRFQAREQAREQAREQAREQAREQAREQASKCMgAUYRDP0RABERABERABERABERABERABERABPIgIANEHlSVpgiIgAiIgAiIgAiIgAiIgAiIgAiIQBEBGSCKcOiHCIiACIiACIiACIiACIiACIiACIhAHgRkgMiDqtIUAREQAREQAREQAREQAREQAREQAREoIiADRBEO/RABERABERABERABERABERABERABEciDgAwQeVBVmiIgAiIgAiIgAiIgAiIgAiIgAiIgAkUEZIAowqEfIiACIiACIiACIiACIiACIiACIiACeRDokEei80uaL7/8snv00Ufd+PHj3QorrOD2228/t9RSSxWy//rrr7tbb73VzZ49u3CsR48e7qCDDnKrrrpq4disWbPcGWec4b777jvXrl07d/LJJ7ull166cN6+DB482L377rv+57777us22mgjO6VPERABERABERABERABERABERCBBZhAkiRu6NChfgw6Z86cwpMuu+yy7sADD/Rj0ZkzZ7pHHnnEPfXUU4XzfOnQoYNbYokl3HbbbefWX399P+6sr693Z511lvv6669dTU2NO/bYY91KK61UdB0/brzxRvfqq6/647vvvrvr27dvozitdaBNekB89dVX7p577nEYICi0uro6N3bsWF/IFB6BY8OHD3dvvvmm/85v+6PiWJg6dao77rjj3GeffebPT5482R1//PHu888/tyj+8/zzz3dPPvlkIY3zzjvPPf3000Vx9EMEREAEREAEREAEREAEREAERGDBJMDE9bBhw9wHH3xQGBcyxmRMGo4xbYxq48+GhgY/aX7aaaf5cSt0MGD89a9/de+//75PC8PFiSee6NMO6V1++eXuwQcfLNzvkksucQ899FAYpVW/t0kPiGnTpnmvhl/96ldurbXW8sApwMsuu8xdeeWV7vTTT3e1tbXeiwFvhm222Sa1UKgII0aM8Ban6667zuEdQcBDAuMFlqyFFlrIffvtt+6dd95xRx99tNtss818HDwm3n77be8F0bVr19T0dVAEREAEREAEREAEREAEREAERGDBIIBn/eqrr+622GKLTG/4Ll26uP79+/u/8Klfeuklt/jii7stt9zSez988cUXbuTIkQ6Dwo9+9CMfdeDAgd4gsfLKK7tOnTp5D/233nrL/fGPf/SeE0QaNGiQn2TfaqutXPfu3cNbtMr3NukBseKKK7rf//73BeMDpDt27OgwBDz88MMe/IwZMxzeDLi5ZIVJkya5a665xhsszPhA3Isuush7O+AVQbjwwgvdnnvu6TbeeONCUnhJUAFxwVEQAREQAREQAREQAREQAREQARFYsAmwZJ8xIIaESgIT2owb//a3v7mePXs6PCkuvfRSd9JJJxUt/cfrnm0E3nvvPZ88cX7zm984Jt4tHHbYYW6RRRZx999/vx1q1c82aYDAKyEtdOvWzS2//PL+FC4sWJVYgnHTTVPdwY0AACAASURBVDf5tTVXXHGFN0rYtVQeLEpUgjBQoPfdd1/BPYY47A3Rvn37QjQsUi+++GJhLU7hhL6IgAiIgAiIgAiIgAiIgAiIgAgscARYvs9SfbwZrr/+ej/GvOWWW7z3fdbD4qnPMouf/vSnBcMFxxinMgnO3g8W8GhgeQVe+gSWe7CMIxz/8v21115zzz//vF3Wqp9tcglGGmE8Hjp37ux22mknfxpjBAX68ccfe+MBhY4BoVevXm6XXXbxLi1sBMJmk+F6HS5maQbeFGZwYGNLPCzigBGCPwUREAEREAEREAEREAEREAEREIEFmwAT14wLP/zwQ7+Hw6effuqNC4wXt956az/ujAmMGzfObxXA0gkbX/KZ9tIDrmUJB+NUQu/evf0YN06TPDD2nRtBBogfqLMfA5Yi9m8gYD3acccdvSHBlldgpBgyZIhjI4+jjjrKW5PeeOONordkpBUilid2K80zYASZNXOGN37EBpE879uW0sa6KLb5lXhNu3bOJYkY54W4xrmamnYuaWjI6w5tOt3EJa5du/bim2MtkIzIEa5DPnw/g6Z+Lh/O4EUGM0mlkA8B6Wn5cLVUa9rVOJegqv1vM347t6B/Mtjv1LlLqnGg0mdnMnuPPfbwSyBsH8Avv/zS3XzzzX4/BxuLWrrwZtkGexguuuiidrgwDmV8WiqwFGPttdcuFaXVz8kA4Zz76KOPHK4vbAay5JJL+kLANSV8JScHqSS8OnOHHXZwbPBBZSQeyyvCYJ24HcMCZdYqO8ZnHC88V+n3urpaN3HCONe5c1fX0IBgaHvCoVJmlcafM2e2a98+vSwrTUvxGxOAr3M1qd5CjWPrSKUEvt9FudZ17tyl0ksVvwwCKAgNDfWOQXK7muI+oYzLFaUMArNnz3Lt6Hc7pC+jLCMJRSlBoLZ2jh8cd+o0d2bESmRtgThV31DvDZQdVH9zK8/v9bT2XlfL7SZtOOG2qKfZWI12iwGiGgGvg9hzgQ0kl1lmGXfOOecUJsPtXiy1YP8HXq+JZ0MY0sah4Xm+t8Y4NL5nU7/bvAECrwfeSIE1asCAAU3x8oMjXFbMyorVidekhAHrdnic/SSoPHHIOh7HK+c3ym+7dh3c4r16lxNdcZpB4OuvxrhFey6uAVwz2JVzycRvv3Xt2td4xuXEV5zKCMycNdNN+W6i69V76couVOyyCCCDv/5yjOu1RG/X/ge3x7IuVKSyCYz/5ivXtVt31637wmVfo4jlE5g6ZbKbM3uW9IjykVUUk4miCeO/kQyuiFplkZHBPRdbvGoDxcruvuDHnjjxW9euRnpaXiXNsnwMCnGYMmWKe/fdd703vS2rsDiMJZlgikN4nM0q08ahHE+7X5xWHr/b9DQNb6ngXal4NrCmxgKKZFbA8oT7C3GoKLzGkwIMA5uL8HoVNqMkrLnmmo0KGCMFr+lcbrnlwktb/D1J5NrXYoglEihVN0pcplNlEdDyi7IwNTOSll40E1yZl5lssM8yL1M0EZhnCFB3VX/zKw70vu8ZS0/Lj3LbXB6QJ8+itCUjinA050epJVi2/2CcLssvHn300cLmk3YeYwRLK2pra+2Q/8T4sOqqqxbir7HGGo08J5BF7A3BmyHnRmizBgjemYqbC8sseJVmGPBoYGOQDz74IDzs195QAXbbbTe/pAIDwwknnOAeeOCBIssSyzlYv4MRgnDqqaf6zSxtN1KO8ZaM9dZbz29oWXQT/RABERABERABEUgloAFyKhYdFAEREAERmA8IYBxgb0AmwcPAHhDsR9i/f//wsP+O0QIjQ/ziApZynHLKKf7VnEx+W+DtjewxscEGG/hDxx9/vBs/fnzhtZwcfOSRR9wKK6zg9tprL7usVT/b5BKMb775xh166KH+FZoXX3yxe/zxxwubAuHdgKVo+PDh7oUXXnC77rqr916YPHmyGzNmjLvnnnv8RpT2VgvisoQDYwRWJNxk7rzzTnfRRRc5LFkEvCTOOussd/XVV7u+ffv6Y//6179cv379Gq0BatXS181EQATaDIESjl1thkHeD6rBcd6Elb4IiIAIiIAIzL8E0BNeeeUVN2rUKLfzzjv7CWyW7XMMAwTGgzjgfY83fbznIPsLMsY8/fTT/dssGJOy1OLWW291p512WsETnwlxDB5XXXWV38eQ9K+99lq32WabVd0TP8571u82aYDglZqsl2EDkLPPPrtgfAASriznnnuuNzwstthi7u6773aTJk3y3hBsPnn77bd7lxUDSho33HCDO/DAA92ECRP83hAUcJ8+fSyK/+Q9r4cffrj3mODA0Ucf7fbff/+iOC3/kb10pOVpKwU29tQAI+96oDqcF+GaGtiKb158kQ3fb1Ylxnkyzittpfu967r6ONWE+ZuA5G/+5SfGLWHMWxYPOOAA99BDD/kJbSbFR48e7fbZZx9vfLDJ6/AeGBUwWKTJZybAeUMj41A+CWwrwOs8wzB48GB3zDHHFMahBx98sJ+MD+O05veaJO1pWjMHuldVCLC50dTJ37lFei7RyEJWlRsoEffdxPGua7eFnXYIz6cyTJs62b8Fo/vCPfK5QRtPdc6cWW7G9Glu0Z5LtHES+Tw+b8CYPGmi67FIT+3Ang9izxfvwy5du+d0h7adLPKhtm6OW2SRxdo2iJyevh49bcok12PRxaWn5cT4uwnjXbeFe7iOHTvldIe2naz0tLZd/tV8ehkgqklTaYmACIiACIiACIiACIiACIiACIiACKQSaLObUKbS0EEREAEREAEREAEREAEREAEREAEREIFcCMgAkQtWJSoCIiACIiACIiACIiACIiACIiACIhASkAEipKHvIiACIiACIiACIiACIiACIiACIiACuRCQASIXrEpUBERABERABERABERABERABERABEQgJCADREhD30VABERABERABERABERABERABERABHIhIANELliVqAiIgAiIgAiIgAiIgAiIgAiIgAiIQEhABoiQhr6LgAiIgAiIgAiIgAiIgAiIgAiIgAjkQkAGiFywKlEREAEREAEREAEREAEREAEREAEREIGQgAwQIQ19FwEREAERcPX19aKQI4GGhgaXJEmOd1DSIiACIiACIiACIjBvEpABYt4sF+VKBERABComwMC2rq6u6A9jQiWD3QkTJrjtttvOjR49uuL7L+gXwDHmy2+4VxL2339/d+edd1ZyieKKgAiIgAiIgAiIwAJBQAaI+bQYX3jhBbfbbru1au7HjRvnvv7661a9Z9rNvvzyS8cgKc8wffp0t8MOO7jhw4fneZuitGfMmOG++OKLomML8o+BAwe66667rtUekUHi559/7ubMmdNq90y7UW1trfvss88qHrSmpRUeg+U666zT6I96/OKLL4ZRS34nf++9956bPXt2yXhpJ8eOHesmTpyYdmq+P/b++++7tddeuxHfDTfc0A0ZMsQbJsp9yI8//tiNHz++3OiFeJMmTXJjxowp/J5bX8j7V199VdXb0y6pq7fccktm20D277rrrj5OVW8eJIZBKY/2Gdxirn099thj3THHHOPo39LCzJkz3cknn+wOPfTQtNNVOzZq1Cg3derUqqXX3IToD2bNmtXcy0texzNedtll7r///W/JeNU8iX72zTffVDPJeTYt5MX111/v7r//fke9bY0wbdo0N3LkyNa4VavfY/fdd3dXXnmlo/9PC+jce+21l7v00kvTTlf1GIZ+2mZzdJCqZkSJ5UpABogq40Up23777b2iirI6dOjQRndAebviiivclltu6eMdccQRDsWqkoAiOmzYsEouaVHcwYMHu80339z17dvXnXfeealpIZzPP//8wrMT98knn0yN29yDp512mttqq63cFlts4ZX+rHQYBJ166qk+L7/4xS/chRdeWNHAiFnjt99+22EUaI3Avfr06eO22WYbR0eQNWP9wAMPuI033rjAmHKpppBmAPn3v/+9kP5vfvMb95///KcRgrfeesutv/76Ph75+eCDDxrFaeoAxp1K631TaWadhxGDm1//+teOASMDwLTwzjvvuN/97neF5z/qqKOqanTDiLfpppv6cqb9pxnSUKyeffZZB3tkCH+nn366o82XCgyQF1tsMUedCP+4ds011yx1adG5mpoa17VrV9euXWXdAwMX2jxt87bbbitK034g+/76178WnmuXXXZxb7zxhp2uyicDdOSQtRPyFRpF4LTPPvsU8mBGhZ/97Gf+eFbdoOzIP0payPeSSy5xv/rVr1z79u3Lzn+XLl3cQgstVHZ8Ij788MP+mX75y1+6ww8/PPVaBs8o5euuu65/PmTK3XffnRq3uQevvfZa3xdsvfXW7uyzz05NBlb//Oc/C4yR2Wl9YXgxMg+58sQTT2QOTmHAgCMszzCNln6P2yflnRaQiWH7RGY21T7T0kk7hqH0+eefd3jJUDeRFzy3BfomjDTIMZMPVofXW289Xzez+i2U+kceeSTT0I1O8a9//csr/3a/an8edNBBjjq8ySabuKeeeio1eQbvf/rTnwrPt/fee7uPPvooNW5zDsIY2UN/gH6A3E8LsP7LX/5SyAd6RLkBfej1118vKrtyr21OPAaG9CnI4Isvvjg1CYw+tFmrN8gt+po8Am0UWYGc4H5//OMfmxy807aRzeUEjA7UZ+Tb5MmTy7mkRXFeffVV3+aoM7///e8z0/r3v/9daJtMCNCesgb1mYmUOIF8t/I78MADGxkT0R+uuuqqQpyNNtrIy8wSSfpT7777rnv88cczZSttlX49SyY2lX655+nDdtxxx4KulqVbMknSv3//wnMyjqq2UbzcPCte8wh0aN5luiqNAEJw33339QMdFH6EzplnnumjMrAkIMQQ+CuuuKIfVCAsaDQoGHQcq6yySlrSjY516NDBdevWrdHxvA5ssMEG7qSTTvLK7ZtvvtnoNgwkUTB/9KMfuYsuusifZ2aBQSaKOQooA5uWBjrYH//4x+6CCy7ws7Rp6SGwUOAQvAyGuC8KB5ZrBmjlBK6Bb6WDsHLSTovTu3dvPzOFAkgnTH7DAQ0DaBRHBqwYYezciBEj3IMPPuiF9aKLLpqWdNnHGHi98sorXolB6SVQhgzYmDGj4yUg+A877DDHbNoSSyzh6y/K4o033uhWXnllH6ecfwzCOnbsWE7UFseBF0os/BiQ0omuttpqRelSZz788EMfz9oWbfOhhx7ybbOSZytKOPhBunh+YOhhkIySuvjiiwcxnHv00Ud9nWWgjgJMIL/33nuvV+aQHWmBOov8oI1UI1Ra95Ffq666qjv33HNTDVLUr+eee84xSELxJUyZMsW9/PLLXlbSXlsaSJ8Zx9VXX90r2igzGCRoIyjCyy+/vFtuueUcyko4YORZUdoof2RYWmCATDtFllUjVCoPYUudQA7Qj8SB5+Ecz4J8JH2eHyWd/oVBX+fOnePLKv5N+Z144oneAJxmPGLpzjPPPON+/vOfe0MIN6AvZFBJW2J5j8mv8OYmcxlY0C4WWWSR8LT/bgpmNZ6jUeLOeZl/yCGHFLXPXr16FUVFSacvQQZaPng2jMPIyKz6U5RIxg/k0//93//5ARUDdWYc0RHwjMMwQxuDHf0a9zH5QHIw3nPPPX35d+rUKfUOGBa5hnaXFpAzsO/evXva6aoc23nnnb3x4ZRTTkk1hGCMpx+CJcZgAlyefvpp3x9hXGtpoK7ByvqDLK8ByphgOs3VV1/t5Qq6UKlAuuhElBNeCRiEYJ9nwNhIvsgjhrw40C6pQ8hAex7yRf9OoN+oVCbF97Df3J/Jp2WXXdZPaKC/YNx77LHHPJM11ljDohY+GeD++c9/dksvvXThWNYX6jpGI2QM7YM6m3dYZpllvM7z2muvpRpTkVvIWcYBZ5xxhm+H9BmhjtajR48WZZOyRT+08oMZRghbzofRB/0B3criwIo+gOP0AVk6F7oJ+h5GKvq5OJj3M2nnGei/0NW+/fbbgq4W3w+PTuothiDT1cif6WrljqPidPW7lQkkClUhUF9fnzz//PPJueeem0yePLmQ5i233JLcfvvtyYQJE/yxzz//PHnnnXeSadOmFeLMnj07+dOf/pScdtpphWNNfXnkkUeSddZZpxCN+7/44ovJwIEDk5///OdJnz59kiuvvDKZMmVKIY592XfffZP//ve/yUsvvZScfPLJyWabbZb069cvGTZsmEXJ/DzxxBOT/v37Nzp/7733JltvvXUyffr0onNPPfWUT3/mzJlFx1v6Y6+99kqOOeaYRsnU1tYm5OXyyy9P6urqCuf5HpZL4UTGF7ituuqqyVtvvVWI8cknnyRnnXWWfx4YH3vssckXX3xROG9fzjzzTM9+5MiRyXnnnZfssMMOyeabb578+9//tiiZn9Sh1VdfPZkzZ05RnK+//tqXKXUnDBMnTvT5eeGFF8LDzfoOn9GjRze69v777/dlywnKkd+XXnppUbwrrrgiefTRR5NZs2YVHS/1Y/vtt/ftxeLQRq6//nrPC7577LFH8p///MdOFz6feOKJ5M9//rNvU9dee22y3377JRtuuKEvG9pSqQBX+MI5DrvsskvCc4SB5znggAOS008/PTzc4u9ffvllsvLKKyfIgziMGTMm+e6774oOw33nnXf2fIpOBD9oD3vvvXdwpPFXnueSSy7xMgLGPPO4ceOKIn7zzTc+b8gH5Nemm27q4z/44INF8bJ+7L777slJJ53U6PQFF1yQDBgwoFHdpsx33HHHRvGbc+Djjz9O3nvvvSSsB8gk8hSXbZg+5QCXtHph8Z5++ulkzTXXTJC1pQLtYKuttiowhmMc+vbtm8CD+r3bbrv5uPQd5bSf6667Ltlkk03iJJPXX3/dt4O4PD/88MPkF7/4RaqsapRIBQdOPfVUn/f4Evq2UaNGNeJE/0S+4z7CrufZV1ttNS8TkGexvEbWPvzww8kqq6xSJH++/fZb3y622247zxG58fLLL1uy/pPr6BuRn/R11Ifx48cXxQl/WPscMWJEeNh/33LLLX0fE57gmXfaaafkhhtuCA9X/H3q1Km+z4nl8CuvvOLbIfI+K1DvBg8enNB+swJsqG/Uc/qnMMCRMkLO8GeBtoS+gd6AzKBu33HHHUXtmP6Jtk1/iU6x8cYbNyoDS88+6ROvvvpq+1n4POqoo5IjjzwyaWhoKBzj+xlnnOFlfeFglb6svfbayWOPPdYotQ8++MDXxbfffrtw7rnnnvNy5LPPPiscS/vy0EMP+fowduzYhO9xfaR8KYt33303ueaaa3zfvsEGGyTImLRw8MEHJw888EBy0003Jeuvv36CDMgK8KOs4nDbbbcl22yzTTJjxoyiU9Qb6jS6U7UCdQtuof5J+uhMf/nLXxrdBp7IZ/S6jTbaqNH5+AB1dYsttkjeeOONBFkxdOjQRnLlD3/4g9dVYEr/Qt297LLLUp+T4+htyGPq9xFHHJEpi7kX/UAcKFPKcPjw4UWnaI+0h1dffbXoeKU/0AvQ6dG/LCATL7zwQs+aY7Rf7hXrD5QFXL/66iu7tNHneuutl6DfIxtsvGKReDb0LtoKct8CMvrWW29Nfvvb33q+fD7zzDP+NG2K8gz1cE7QlmHEdWE/bWnaJ9fBOa1NIMMGDRpkUf0naVHmYf6KIujHPEdAHhBVMvhg/fzHP/7hXd9CKycWOlzqe/bs6V02V1hhhUZWZiySWB6bu+kbFmCssljc99hjDz/TxywHVn0shcya2EwNj8tMr1kZcUvHcs7MEsexJpaa6U2buSJNPDKYkYmt/Dxv2kxWS7GT/7TA2l1m6/E4CfPK97Bc0q5NO2YzAnhVMPPPLC3eLcwsYtGHL2xDizFeH3gy8OwsW8FdDusss2bE32yzzdJu5Y9lPRf5YKacGYUwUK+WXHJJX57h8eZ8h08aI8r2k08+8UkyE8e6VmbjwzBgwADHHzPPWTP0Yfz4O7PUuKvyLKw/ZmaGmQQ4Un9++tOfFi7BMn7zzTd7d/Sf/OQnvr5S12HMTDdrxMOyL1zoXOZx4vDslFkYmElkxjxr1iCMW8n3rPyRBjMtcaCO8XzUueYG5AMz5LRTm8HDKwGvLVwrqUsE6iDyiJlY3JSPO+44P2PKtXjZUH+tXaTlJasOG8t46QH1xWYx0tKr5BgzH3HekEnUJfhlBWbTFl54Yd9es+LY8Th9O45MwP0W7yWWSDD7Rb+AtwCecMgCC9QnZiNx/z744IP9rBOy4dZbb/WzP6XqW1bd4fhSSy3l4hl76i+eX1n5tjxV+pmVD8oyrTyZOUOOhLP24T3hhayBCbN3xx9/vJe3Fueee+5xeOLhCcKsHiGUGzA3ucEsOnIDeURgZp+lM9T9P/zhD/4+pWb5s56NtGgDsYzjeWm35L8lgXRYChQHZD8zqdSxtEA9Y9YZl2RkaFaAG0uT8MLkGU0OEB9PJGQrSyPwJCLgKYFuAVeWhDDDymw2PPE0ok5Tr0iXmVnaNnmgnFZaaaWsbPjjWXKCekIdDusr32GO51i1Q3ifMG2WmiLrQo8LPBqY2cfbD30vK1AelCX1DY9RlsGFy2iQr3jMoEvg6XHCCSe47777zt11111eDsEvDJQN5YAs4a/UkrqsukvdpI7GM9j0eci+agZkDp4WYeD+1N9Yz4UF/Tyyq1+/fu6cc84JL0v9jo5Hf8I1fOIpw7LmUE+gfqIX4DWGTsE11HtkNPHDtopew7I65CRLbvgMz4eZyKq3xMEjNNbRaI/U51LXhelnfb/vvvu8Doq3qQXKDhmHxwXPRZ7RRWNvWMqD/j2rrlt6eL6ybIY2zDIIC+gCjAtYUmKyl/6UOokcxXMFLxS8J9CVeV7aP16meCpwnQVkCh58yOesukpczmXll3vGMpg+k+dsKWfLpz7zJ9Cy3jL//M1Xd6BRxIoXDYi1i7ZmNatBIUjiwXu5D4/QYVkCilmofHz66adeuUUohwMr8rnWWmt5w4MNOFH+EMp0RKUMECjXaYEOE4HEIIU9MCygqPA7S5hbvEo/yW9awMUP5RMXrmoEuw9CHVZh54JStt9++3khGa4JRBBSHrgH0kFawC2ajQJLGSCy+NKh4JJLR8Dmo1bPcP1FKUobtNp9m/vJs2OUwvWVde4WqCOxEkO9pqNB8WpO4PngRf0NjWUoIygW/FmgY8JNE2MQdd7aFJ0ay0Kob1ltKWvwQ9qsUWUdJO3GXPhwa0eRojyrGUrlI74PiumQIUPctttu6xWD+Lz9prziwb2dQ2nADZP7olgYY5QyAoNhDDdcTx3kE5dcBoPGF4WCtgWbUm6y1mbs3vZJ/rkPgxtbJkK+MKDill+NYHmN06KehDIwPE+9xWU6NBCE5+07z4Vyk3UPBsMovBhtQuWI52MQQh5MHqCIIzNZzoA8JjDwRH4ykIR7VsiSEZQPssEUbLse5Zr9CkzW2/GWfmblIy1dFFUGV6xNz2qbXAdjeMAqrEd8hyNyAtlj7QclFrmBfGYgYgGDDwYH2zCNMoPPTjvtVKQMW/z409KPj/ObJRo8D2Vp7YB+DkNzOABKu7apY1l1i+dnoiCtfXOOZSH06Qx4SwXikgb5Rq6EAdlN2cDUyhY5gZGX/sYMlFzDQI69BDD4mrGMQRuG/3DgEqYffycvaYFJFIxxGKRtIE7eyAsu5NUOWfmgnqUNzDHk2iAsLS/0GfRR6AYEuHAPniHsN+nreJ5w6Rlyg7pFXQ2X5nEd5Y8MTctTmA8ru/AY3zE8oYeiI5EOgXxxjImoUoPBOK2mfmfVY+qn6S6WBsZv9Br2NqBvyCoPiw97ZNoBBxzgB7rEpw5aX2bxqMsMqJEPxp32iQEJmR8alnh22g+6Q1Y/Yelm8cX4gJEOQxxy2PpY8sokoMl+S6fST9otZR8PsBn422bptFX6H4wV9OcWMPpQ5jF7O88nHGGG7I3rAkZH+g9ks8lGfsOQehqmi9xl/58bbrjBsdSG/XHCCSvycs0113hO8X3C/HCfrLqAEZlJAyZQbCktkwwYIPhTmD8IyABRxXKiQ8eaGwcEUakBODMbNBqU0eYEBJIpQuH1CDwaaJwnGjX3ChVSOgyU8FgpCdMr9Z37I7wZKGJJZkBO+lg7EcalBE2pdCs9R0eDQMQYwqCZmQPYMptGB9PcECoDlgbCmgEHf2FgcMEgLe5w6DhRXpoT6GDhe8cdd/hZAhQ9rMo8JzMoaeXfnPtwDcof63PpdFCeMAKYBZtBAHWEZwmVYTpl2MedY7l5oGOzgVh8DQaBMMCXfFnHY+dghEEmS0GweFmfKGikzYw/SgiDYpQzDHJsuNnagX0KGIyiWLFemZkZBgdZgQECM+goOxas7lMuDBpYL2qKEXFQHGifzMLzvJQp8gF5RZmHiiSGMwbIzJI2p77RJkh70KBBXk7wTKSPolHuoMWeq5JPZmR4Fso3LbBuFCMxCm2pACs8rML9bGDJjBTMUaRpi6HxgfRgDlvkj8kE6hnKYljnqWekR15KGSCy8kjdgCOKPMomBmXKH68ZlNKmBi5Z6Tb3OMY8vBKQGTwXRgFm10sF2i5/1A3qme1HgIceZUgdCgd/PFPac1HPQrlBHjAemxwrlYemzrGXCOupUYIZ3GC4gjEyIm1te1PpNXUeOcwAAw8z+pw48Kwo/MzY20ArjhP+Rp6w0d9LL73k+yMGhfTTyA9mUxm8WECmhkZ3O05/yH4pJmtpw9yb+t/SQBmRLl4wyC1mY23w3lT9aem9w+thkra3ALKxVD/HBqW333574Q1P9FMMBjlO3UHmUWawjesjsgUDAYOpUOeAL0bbtLoe5rnUd8oRHQIPRtPRkGk8I54HoawvlU5zz9keXOEEDMZSvBn/9re/+foXtu2s+6B/UNeRJ6aD0BYxsCNTTa+lDtEewzbBb/YqQzaEBgjaGPK5KeNDVp44joxD/tIHI29hjcEDHQ15HE4OlkonRyjX/wAAIABJREFU6xxtgHoRB8rNnhEDLXlggM8fbYe+Gt3+t7/9bar8sPSok3DAAAhLDGmkh3EVrnjdIEctIItiLxfOUa+RDQRkC/WYtmTlQn2jTZTSZeweWZ/05ZQvnkPUawxo1Av6XjNaZl2r4/MOARkgqlQWNAYGP2EDLTdpFGAac9wZlXt9GI9NabAiI5gRDgz804wf5DcOxEuLG8fL+o3izP2ZqUcgMtuJJT9cnpB1bbWOI0QZQOMVQEdHh8KzMpuCoC7lulhOHrCc2yCMGQmEdJZSGKfH/RHOzQ10DnRuzJjQsaHQIMzp7FqSbpwfvClQdlGyUHzpyNgwkeckD9RzOOcRUOSZVaMDQyFg8JimdKXdn3IOZ0ErzR91n1laPlEUMQziGsrgPC0PlaZfaXxmx6y+ojQx+ApnNeL0KBs6YBQICygQzMxQjtTVNMMBbZWBNUquBfjGhkvO4dba3EEG9Z/rGZjisomsxCjCLFWobFseqvWJ6z6KZ2ywIn28mFCEylFaUI6JC1+ehYCctUExShuz4GkB7wiUMAtcT3nFAfkSzibF55v6TfvheRlQYOxgM0jabbk7yzeVfiXnccNFjvCszAKyGzyKbFNljdyhvDCgUDepH7zRCC8OniVtkIIRGLlBPacMkB+m8FaS53LiUubIYdoSA2KW5iErUIptIFBOOuXGQd4yKGWQlibnMc5g/DDjVlPpmgGXV3nTFlmGwVs1eAZkThpf6ip5oP1SrgSe1dqB3TNNr7Bz5X6SJvKOgRsDSwZPGEvYvDL0wig3vebGY7IgbcDXVHrIUmSB9RnIX2QEb9AIPThMxoZGSNjTr7P5aByqwRb5glcj3n70c3CmTbZ0cBznNe0390LemjEfRsgFBpFmNEf2NTVZxaQAHmXh4BfZwFJn5EYog9NkLEb9tDqeplOkPUepYxj3MESjf+JJgC5KP4qR34wlpa4vdY7npk00Fai3yEJkL3UPnZx2k1an4rRggLcn8pb+GY+xs846y+ub1Oe08Q35woMFWUJdwkvS6j5lgXGAzYopY/hg0GCCspQRL85X/Js6wttPSIM2RV2iTiAv7N7xNfo97xGQAaKKZYKAqbRRMbBDWaLBt0RAoXihoCBkGBjTuWCRJT9pgjXtWEtQoGAjgJilRUHHWouigmBgEIdxJVZWWnK/rGtRwBH4CL5wJhIFC5dRFMfmBAQvO2LzHLhKM/DHuAHjNMWg2nx5JtxsEebkA0WU+9OZYlzhlWyhItOcZ7RrMBoxQCSg3DKjykARiz6Cn3oal2X829Kq5JMZL+qRKZpYz80DoJJ0mhsXhZx7HnPMMV5hRPFnkGGfnGvNgGHJAm2JAQKzSFmzNHTuGG2s7OxaPlEKGJiigMYBwwRrN5tS/LgOBSjNMBGnmfYbGcX1NpjkvgxGabOcs/X6adc29xjKLbKIgSIyMQ7UNwykzGQ3FZABKHS44MeB2RcGZ8w+pQ0SGaSWMzhlsJWmHMf3S/tNHqjDeHJgNEMuUX/pX/AE4xnT8paWVjWOMSC2ushAjh3cMY5Tr0vVNWQnhkQGGHznOYhvg89YtjL7j5xCWcYzinbKciwU3TDE14XnKvmO9wOzpxjaqTsMNFB+qcMYqKgj1QrUzyOPPNKXZ9ogETYYaZndLFc+GQe8Y6zvwviIsZJg5+0ZWIKH8Yh6hfGbfsbYxnHj35ZGJZ/IfIwkrGvnfsgHmNLnIgNLLRGt5D5NxUVepNXTUn0dbZf8Im/pLwnEx+2cOspgjTqaFSgPZGTaQK+lbOk7kAX0bwzW6S+oU/Rv6G7hwD0rf809jls+g3He4GUyCE8bjmNktyWePDsGHJbQYiSxpXrhfdEpqX9moOQchgbqKdc39Rx4VoXGYEu7pXwxrthSRnQ06g5tjKUCLKvByN0S4zLppfVhYX2k/6Afgh3yiXaEHGZyEJlIH5CWRsiA88heG8vwmSV7mZyivaLzIxeQh9QnY4kRmPTQ7TBAYHCizNHDLX27dyWfGCSpu3jYMbFA++LeyEsm0PJYklxJ/hS3PAKNNbLyrlOsiAANDoGeppxzHEEQB9anMkOFu3tL1pjTsaDUY3jA8mrCAiFL4zdhEN+/mr8ROgxiUJYINnOFcGQDJgQOg/W8A/xxyQqND9wTwY+SWGkwBYQlHLCkQww7OARsWtlWep+m4vNcGBrCDhwvCAQtiiEbU1H+1Q4MYFCkWMfHJ3UJRRAFKfT8QAHguCm0leaDjY/oVHiW8DWHzNbQabVGYHDE6yGZrSLQCfP8sKV+W91ujbzE92BGm8EcPLJms+nQ02Z8SIt2yLPg2RF6OnCOek09Csszvr/9pq43t4wZKNFemK0iMOCBN14nvLqTjd2qGRjAoHDzmTU44zwzRhj2mgowhB3PHytPtAsGn8zWI2timcsAsZwldlzXXAMEyifKu23iRh6ZbYTz0Ucf7RW/NHf6pp67Gudhw7IKDCO4I5eqa1a/iIvhgsEcRslQ7prSjVED40osNxiMMODLI5iRB4WXgLyg/dhGd7g9VyOgVJMmnhU8f1qgPvL8yOZK+1fSZDDHAIKZS3ue8D6kzeAQoxFy2SZJGFTlFRisYdSxvREYaPB8LB1giSeDmdYIGC4ZVMYBfc7qX3wOQz39NMzQhywgN5EzsGbGNut6ZDHt39qAXV+NT8qa/gHjAwE5xfIh8oyOxrIR7l/twL5X7IvAZpDUMwt4qHI/8mTPiyEEAw51Ps3ghvGAASyTbcgQ68uQddQZGFM+pQb63CsPnY37Ur4sDTG9EZlFv8vMPJuWhss+jEO5n+hc3CMOYT3FMIOugtcCAb7ohfBAj8GQaB5McTrhb+QprHke+mjzxAzjsBwYb2D0kVBnw9iBsckCspE/8sYzYICzMYrFqfQTXQ2Dhnk1YuiBM95c1HOMbArzPoHqS5t5/5lzySEzNihYsYKKUsismDUUu/nll1/u392LUEJprTTQgVnniNWXgQkuSWFA+GR1dGG8anxHWUIxiwNWUYws1lHE56v9GwuveSWEgwQ4VJIH2MHXBhIIW9YrhkowebeOptrPEadHJ8PmSczohi5mKPZYtuN9KOLrW/Kbjoh7EFBSUWCYbbUZM45j7MLlr9TsTpwHOiP+CLgMosjTVsJgCm94LK/v1F/aKcqPBe5P3eZ553ZAGQjdTivJD+XGrFLa7H1aOrQXm6my88gyBiKxcc/ON/XJYJ8Bchy4F/KrmgEFjEEoHmallrZRr1F442etNC/UE4xEAwcOLMvTgfTjuo28wUiBItWcQPngbhsHFE74YiCcmwEZwexcuXIYjxgGcrzjHqU+TXFmFhXlODYgxWyr+dzUK7wtGPBYwOCOgc2Ml3a8uZ8MImir3IMJiqx+nIEUshOjTlacrDzY7Cx73mCM4DMOGBpos+xjEoY8+TJRkGYMof5Sf1orYDRkEEwfZfKBNooHZJaXC8YT+gvkQBwYrFGfMUCgm6TJWPpaZvbLXU4T36PUbwz54cDQ4jKQR0czI4Adr8Yn3pMYIDA+hMtPSBuvTf7CgJcn+zNgeEsLGBVpf0OGDGmka2B8YNaf8rGBflxPGcCjb8d6XNq9Kj1G3UBHwzgSGgOpK9Rb8xqqNF2Lz75ApEs7MG9X2j9GfTN6ogdSlnHA05BBO3ksFUzfRe4Qn4khJt/SDPgsySIfLC8JA8wtHY4zUYbuwRIc0sG40dLAZBW6ULifCDo7HhB5GZ5bmmdd35hA+rsMG8fTkSYIYIBgMzLcQcNXRTFgZFAcCjwaNYKKuFgXmwq4fCLAw4CVHCWIgHUTJcwGcxxD0NLZ4eZMw6xWoLNKW2eP4oXrfqwgsAkm7llxR9DS/JCHNJdmeJJHZuwtIHRR6MLXF9k5PhFYzLZhyLHAMTaOswE1HVooVImH8svykrR8WDqVfjKox6gR86KMsTJTb8LAjAHP3NxBYZgWy1RQdsNAnaIMbfafDgTFDGu6BeoiHjgYINIGCcTj7RR0QBboRGFqg0M6vNgqzrpBjGrV5AtX+IbGE8sTHHlNIG6yFujQGRCGFn4715JPFALyYfXL0kJJwa0wHpAzq4biZGtlLX65n7RPlBdcM2MvCX6j+Fr9RjGm3EOPIeLgVooHUGxMjfNA26QNxoHBNWVJnbXAYJRntlk5O96STza5ZNacmbKmvIJoN9VY+sHzogyx833aMhf4hvKZsmdZRhjwAqFdhEtvwvP2HQNkLB84x6CNviZsZxynHNk7JG5fll5zP7P6AvY0Yile7MnB4Oyoo44qUs5L3Zt6RP2gXlp7ieMzoxo/F20FY3FaHYyvz/pt94vbJ/HZA4VnCcuTWTdkma1vz0q3nOMM+E8++WS/ESlvDSllWGAgS5nHDMq5D9fyRzlhyA4HTXY98jw2qtBPMoHCgJXrmxuowzaQCtOgHaG/wNQCv7lfU23D4lfyiX7E88eBWWsG7OHrM/G4oX/A2BgHPB5stjs+x2+MCsg69BG44dUYylh0NWQ/eh3GoeYGZGxaWdJW8ICyyQRLn/qGjoZMqmZgc0leNYoHWrnlhpEyyzuB40wEoIuk6aDwpZ5gUCbwPOhnYcA4AJ9y9O7wuvA7dSWNFYYAPEpi+cvEAQbClpQp9yfP5B2jugX0bXQk+mYC+hlyCCNNGOCAoYA8lhNom7Q3/pAtaf0NfWdsKKRPo9zD+kdZkQaGZAwH9MmlZJrlD8b8pbVNjFnUW4zuFih36gBengrzB4HqjUznj+fNNZeszaazRvlCSUR5onNHIJgFHashMxtY1mmouESZ4o/LIZuzxJ0ygyXiYLBgloUGjdLBLvkELIHMYGA5J12MHeSFa3BhjQU6HWioPBkUOkBm2uPA4J2NdRiIMktMJ8CMCIo7FmeUNfKD2xPu1BhYCAgtBpkMVu3547Qr+Y1rF0s5sHKiFKBgYuxBoOEGBjcELEqgDaaxiiPEUGrCV2WG9yVvPANeDghQhC6DLMrJZiJwf8f9k1cLsVyGzpx4KBExMxSRtA4SxYPyiAODDowZWK55NgYwvM6Jcue+cOa56Dx5nRHGEitTOgE65KYGhfE9036jbJNHBkKUNYEOj0EvyhgBxYlnhzUGB8qAa+CHESFLIcUFD2WLzpn6R8eFIm+7mmMhZz0hAzjOUYfptOioYmYMhtM8EmBC2taefIZ/WNMMW/ZAQEGBL3UVZQyvJTos6gjtCQMPXknmPgsTlIfQK8LSrfSTNkf7Z8MmFC0Y0454TtoRMxzkA5YovtQJe3baM3WhVDlTjyzfcd4oL2ab8ELAMMl6deoom3ZRxznHfQnwQxYga3DP5TsDEf4wdKYpI6RL26S9MdOHYsR67VCmwREFHRmBkYCAosJzMzCtRkAZQ/5SR3HZpq5YfUBpQQkLlSP4ptWltLwgy6lfaYFyo87CE9nEAI17kw/qM8aXUJGi/BnI8Wpe2FnbQ1FPcx9m4AI3jHIYcJiZpu6gcFIvbNkZhkDioezx3LRH5AcyOGvWNu15so4hnyhnc7NFASQf1EtkBPfgObk3ZUw9I1BnkMHMpqXVH+JwDXxDwwXlhSEY2WKBMkPmEPbdd9+C3KAeswcK7YlgbYfvyGnqcalg7RMDCtfSPmmXlI21T+QRkwFMCrCsxWQ/ZYwMa6kBgjqBERh3eAaFGM2NB7KWsuYZLcAMIyl1rZxAvTN2xKffpr8O95XhmYwdbZPBCzOslC26DLKcekW74f4EdB3Kjj6xVKD+8mzEZTBCGshc3uqEkQyZhEymX7vqqqsKs8bILwZ3zTXAxnkyj1H6AwaItA8mUNChyAtGCfpf5OKQIUO8zCYN8ktdID9xQLaTLobPtICehuEC2c69kBm0D/p0ZDfylXKgvXIuDNy3VBnj3YCOhvcAg0/qO/WGusKMM20CWUxdRkbCloDug2xioiy+Z3j/Sr/T3+LFAEdkFGVudYP70W5DeWjp84w8a1qgb0FeIlfSZCR1Er2JgSn9IM9GPWZJGhML1F/qNvpibJws1XeSF9KhP6Z8YW3yF660UeQf301Hw9BPmyCgL6JvtGSZNemQZ/aRoF9D5hJgxcSE9d3ISZYh0AcwvkBewYV+mzqextwn9ENa4bgAuUudCWUv8sMmb5AJ1CN0bxt3wJj7xbKW89RtyqFUHpAneF5gQKZtwpk+g7bD/TDCUKeoW9Rzlg6ZzkPdDnVKey59zrsE2v89nCqed/M5X+QMAc5gBgFIQ2bwxkxGOGhgMI+RAmWVARPKGIKSPxoZ7kp8DwOWU5Q3OhcEDg2Njpi4BDpt4tCZkR4Cn42amKlG4UdohQIX4Y1gMUXN7mUCDgUjDAhnBAcCAfc2OmUEBUoXBgaeE0GHEOQ7+eAZ+I1CXa1NoxBq5INOioGrKWI8O9+NG8oLfFGSKQd+M8OaZf3luRFssKV8SIf0GXSasowQxrWSDgxFAa4sF+A49wqZMcCBU/zclBPKheXbGKMoUGdQPkkXBQi+KDkoiNa5wJaytZlT8klc8loN5YFnIS06WFiQPp0GhhvubQHjGvWRzoH70rnQEVjHZPHCT1hyHqUeRQQOtBWrgzw37QEGdFAMJlA4yQ95CJlRJpQpbMJAXmwwHfPAUMWMGp0XA2HywnfSJX06TX6jJFDOKBw8P+WIe3eawhneu5zvPDf1i/RJjw6eOmH3oWypi3hb8El7J3CeuhY/b3xP6h0yAbZpgXJiEM6eMQxoKVO4M3jlGqvrsECRIB8wI9/ILBQB6n5aoL7QNmlvKEQMxJEJoUzjN/ejvpMHnot7I6fC9pOWfrnHyC8MyC8KIM/EffijPWIQoJwtmDxFQWsqUKfIJ/KUZ4kD90IuU49pQ8RHRvLM8AjlD+VL/UeWMRijHWDwJO20wIDC5D/tlPtQLlyHQm/LsrgHZUfbJD/IeuoOMopybWmwvoBPZD8DVGQVdYu2Qp2iPZE/6jn1DPa0SwboIYM4LzDlPH2TxUP2cS1pWIAdA33kPm3G5AbXEJd9kExuWLnCgvInj1nB2idtNKt9kkfygvyhvlMu/OZ+KL+hcSvrPqWOYxxAyYcrssHuxz14bmRA2AZhjwECHsasVPqUD/WFMiJQb6jT4YCOe6GzUGc4TxlQ90xeIDORidRt6iv1ymSG5TsrD9QHDJOwRhaZ7KVsuCdtk7SQG/T39Afkh/aMLkHdrkZgMEufC1/kMOnSXpEdlK21FXjD2JZpMXCm/0gLyBLKjPqbFqgb1FnS5jlt5hoe5IN7I2PTypHygW1Y9uE9qDPUR+oPdYE/8k17oJ1yb+7Bc9IW6Ifhym+4YhCpZqC/5Vmpa8hhnpf78Ud9ow7BKg7kjTqR1tfRt+BJhmxJu5a0qDekQd0cMmSI3zuE3/TnPCseJqEuYfeHD7KC/iEtcG/qC/WAPgu9i+eifZBXdHIC5YS8R0eDN/mkvlB2sU6Sdp+mjlE3KSvTselreaYwoD+h32Cohjf1Ca8a6hd5ygpWx0zfpG9BvoaskQHIUPQk6iLPhFEaDtQ19Dz0BsqYemeBePwhV7P6T4tL26QfJz7sYMt3ysfaJvWJPHBv5ATPyf2QS+RFYf4gUJMgpRREQAREQAREQAREQAREQARyJYCxAMMHXoFpBodcb95GEscIwwRg2nKZNoJgnnlMDDK8hhYPFgxBCiIAgZZPiYijCIiACIiACIiACIiACIhA2QSYWVfIhwCz/bYMIp87KNVyCeCNgXeOjA/lEmsb8f7ni9o2nldPKQIiIAIiIAIiIAIiIAJzhQAD43L2zJgrmVtAbsqSmFL7ZiwgjznPPgYGB/b8euWVV/zSCXs16DybYWWs1QnIA6LVkeuGIiACIiACIiACIiACbZEA69p5cwH7eijkQ4CNINn3QGHuEMDIxh4u7NvBxp/s46IgAiEB7QER0tB3ERABERABERABERABERABERABERCBXAjIAyIXrEpUBERABERABERABERABERABERABEQgJCADREhD30VABERABERABERABERABERABERABHIhIANELliVqAiIgAiIgAiIgAiIgAiIgAiIgAiIQEhABoiQhr6LgAiIgAiIgAiIgAiIgAiIgAiIgAjkQkAGiFywKlEREAEREAEREAEREAEREAEREAEREIGQgAwQIQ19FwEREAEREAEREAEREAEREAEREAERyIWADBC5YFWiIiACIiACIiACIiACIiACIiACIiACIQEZIEIa+i4CIiACIiACIiACIiACIiACIiACIpALARkgcsGqREVABERABERABERABERABERABERABEICMkCENPRdBERABERABERABERABERABERABEQgFwIyQOSCVYmKgAiIgAiIgAiIgAiIgAiIgAiIgAiEBGSACGnouwiIgAiIgAiIgAiIgAiIgAiIgAiIQC4EZIDIBasSFQEREAEREAEREAEREAEREAEREAERCAnIABHS0HcREAEREAEREAEREAEREAEREAEREIFcCMgAkQtWJSoCIiACIiACIiACIiACIiACIiACIhASkAEipKHvIiACIiACIiACIiACIiACIiACIiACuRCQASIXrEpUBERABERABERABERABERABERABEQgJCADREhD30VABERABERABERABERABERABERABHIhIANELliVqAiIgAiIgAiIgAiIgAiIgAiIgAiIQEhABoiQhr6LgAiIgAiIgAiIgAiIgAiIgAiIgAjkQkAGiFywKlEREAEREAEREAEREAEREAEREAEREIGQgAwQIQ19FwEREAEREAEREAEREAEREAEREAERyIWADBC5YFWiIiACIiACIiACIiACIiACIiACIiACIQEZIEIa+i4CIiACIiACIiACIiACIiACIiACIpALARkgcsGqREVABERABERABERABERABERABERABEICMkCENPRdBERABERABERABERABERABERABEQgFwIyQOSCVYmKgAiIgAiIgAiIgAiIgAiIgAiIgAiEBDqEP8LvQ4cOdZdffnnhUP/+/V2/fv1c165dC8fmty/jx493Bx10UKNs33HHHY2ea+edd3YPPvhgo7itfWDs2LHumWeecXvvvXdr31r3EwEREAEREAEREAEREAEREAEREIGqEUg1QNxyyy1u+eWXLxqAf/TRR+7GG290AwcOrNrNWzuhiRMnOgwp4WCe5xowYEDRs7Z2vkrdb8SIEa5Pnz6louicCIiACIiACIiACIiACIiACIiACMzzBFINEHfddVejAflPfvITx9/8HEaOHNloMJ/2TBglMFTMC+G9995zW2yxxbyQFeVBBERABERABERABERABERABERABJpNoNl7QLBEg2UK9jdjxoyiTHA8DvEx0mCwf+WVV/p0WCJBeP755wvpck2YdnyOJQrlhnHjxrnFFlusyehphoqmnpdEm4pDXvEueeeddwrPx/PwfMaR32Ho0aOHZ2Tn+TROYbxSXLI4h/mgDCgLjimIgAiIgAiIgAiIgAiIgAiIgAiIQNUJJCnh5ptvTnbaaadk+vTpKWeT5Iorrkiee+65wrnhw4f7+HaA67g+DvEx0uFe4X049vjjjxcuHTNmTMIfIT4X34f0LW4hgeBLfH9OET8+zu84T6We1/LWVBzOk/awYcMKueI3z2X3S8tLzCOO0xQXzsecLS+WEeMwbtw4O6RPERABERABERABERABERABERABEagagVQPCPZIOPbYY/3eCMyeh4FZckK4LCBexjB69Gh32GGHhZc5Zv/jZQ2PPfaY69u3b2EDSNLm2DbbbFO4dplllnH82X3Dc/GGmOS5Z8+ehWtLfcHrAK+BQw45xLEJZRwsbbtvqectJw7ps5ziggsucOuss07R7fbff/8Cg/AEzHim8JlhEQa7dxjH8m7xYs54UPzzn/8sWmZj6fbq1csu06cIiIAIiIAIiIAIiIAIiIAIiIAIVI1A6h4QpM6Ae4MNNnD33nuvXx4wePBgbwg47rjj3HXXXVcyAyxhWGGFFYrisJliPPAmgg18+V4qbc6lGQrCm4RGgvB4+J0lDGHAUBIP2MPzpfJk8cqJQ1wMAWmbeGbdH2Yrr7yy3Sb1sxwuXBhyvvvuux3lqSACIiACIiACIiACIiACIiACIiACrUUg0wBBBhgY4w2BlwKeAvZayqZmyXl9Z2wsYPZ/l112KTwXs/Dbbrtt4bd9KZU2xpA4xJ4W8Xn7jTcBcUNPAc7hBcH+B2YYwKMgTrNUniz9cuJY3HI/Yy+FrOtKcUnjnGYIwSMkrTyy7qnjIiACIiACIiACIiACIiACIiACIlAJgZIGCEsonD23Y+Fn2qaI8ax+POj96quv3FprrRUm0+T38PWZTUaOIkyYMMGtueaa0dHvPT0Y6JsBIs17I74o7XmbipN2DcaOcFlKvEwlzSBAnPh4KS7lcmbZTKXlET+zfouACIiACIiACIiACIiACIiACIhAFoGiPSBsP4GsyFnHcelnb4OsEL7FwuLwtoXevXvbz9w/uV9ThhQygfdGvKdFnLmmnpf4cZyJEyc28qyI37Yxbdq0omUqGG3igCfK7rvvHh/O/F0u56eeeqpVyyMzwzohAiIgAiIgAiIgAiIgAiIgAiKwQBIoMkC89tpr/jWR4ZPaKyLPPPNMf5jZ99BQYa+NzBq0M2OftkTgrrvuajTQj9PmWv4IeArYvfhNviwfDLLTjBz+wh/+Lb/88uFP/92ejY0es0KcJ8tD+LzlxIFtvC8Gxo7llluucGviLL300v63PZs9PwfZv4K8hss9SnHhmjTOHA/T5dWgGDvCZ/KZ0D8REAEREAEREAEREAEREAEREAERqBKBoiUYuPIzmI83asS7wQanvLFhwIABhduzX4ItX7CDDJItDc736dPHLbnkknY68zNOm4i2lwR5Y6Bs6XLOvC5OOeUUv6livOwjvBHLLPiLQ/hsdo7BuXlLxHlKe95y4mAI6Nevn92i8BnmecpAOcvfAAAAv0lEQVSUKQXjAt4R5A2PBwsYgeKNPEtxseviTzYRPeiggwqH2ZCS/CmIgAiIgAiIgAiIgAiIgAiIgAiIQF4EanihZ16JK935gwCeIBiVbJPR+SPXyqUIiIAIiIAIiIAIiIAIiIAIiMD8REAGiPmptHLKqy0rKec1pjllQcmKgAiIgAiIgAiIgAiIgAiIgAgs4ASK9oBYwJ9Vj/fDa0fD/R/wfmBpiowPqh4iIAIiIAIiIAIiIAIiIAIiIAJ5Evh/vZ1FHjZPQvUAAAAASUVORK5CYII=)
Figure 2: 10yr US Treasury and 10yr Australian Government bond yields (year to date 2018)
![](data:image/png;base64,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)
Figure 3: Credit spreads – Australian iTRAXX, US CDX IG and US CDX HY (year to date 2018)
![](data:image/png;base64,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)
In summary, equity investors have been getting increasingly nervous by the higher US government bond yields – the 10yr UST traded above 3% for the first time since January 2014 and hit 3.10% in mid-May (the highest since July 2011) – and the impact that this may have on future equity prices and returns. There were also several geopolitical issues that taxed investors, these included North Korea, China and Syria.
In this note, we focus on what we believe to be the key credit drivers over the next 6 to12 months.
Credit fundamentals
Federal Reserve’s senior loan officer survey
One of our key leading indicators that can drive future corporate default rates is the availability and price of credit. By this we mean, for a company, how easy and how expensive is it for it to get funding from a bank. In this regard, the Federal Reserve publishes an insightful quarterly survey (January, April, July and October) on US bank lending practices. The latest survey, published in April 2018, covered responses from 72 domestic banks and 22 U.S. branches and agencies of foreign banks.
Figure 4: Net percent of domestic respondents tightening standards for commercial and industrial loans
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)
Figure 5: Net percent of domestic respondents increasing spreads of loan rates over bank’s cost of funds
![](data:image/png;base64,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)
The last two quarters continued the trend seen during the last two years and show that banks, on balance, have eased their standards and terms on commercial and industrial (C&I) loans to large and middle-market firms, and left their standards largely unchanged for small firms. Also adding to the positive backdrop was that over the first three months of 2018, the banks eased most terms on C&I loans to large and middle-market firms and to small firms. In addition, a significant portion of banks reported lower loan rate spreads on loans to large and middle-market firms, and a moderate portion narrowed spreads on loans to small firms.
This is a very similar message in Australia. Each quarter, the RBA publishes the spreads that banks lend to large and small businesses. The figure below shows that the margin to large businesses has seen substantial contraction from 250bp (in December 2011) to 195bp (in December 2018). For small businesses, the margin has remained largely unchanged and moved from 375bp (in December 2011) via 415bp (in December 2012) to 380bp (in December 2018). This indicates that Australian banks have reduced the margins that they charge large businesses more than small ones – this is shown by gradual increase in the differential line below.
Figure 6: Margins on Australian bank lending to businesses
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)
Default rates
Generally default rates are recognised as a lagging indicator of movements in credit spreads. However, the fact that they are currently below long-term averages and are expected to fall further in 2018 indicates that the broader credit environment continues to remain supportive.
S&P expects the US corporate trailing 12-month high yield default rate to decrease to 2.6% by December 2018 from 3.1% in April 2018. By December 2018, in S&P’s optimistic and pessimistic scenario, the default rate to falls to 2.2% or rises to 3.8%, respectively. Within that forecast, S&P expects the energy and natural resources and consumer/service sectors to continue to experience heightened credit stress, with energy and natural resources accounting for over half of all defaults in the US in 2016.
Figure 7: US trailing 12-month high yield default rate and December 2018 forecast
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)
Credit technicals
Over the first few months of the year, technicals in the credit market have certainly been more mixed than expected at the start of the year, with investor sentiment proving to be as skittish as the US stock markets. This is a change from the relatively positive demand dynamics that existed in 2017 and has been evident in Lipper data flows for US high yield mutual funds. These fluctuations in investor sentiment have been highlighted by an inflow of about USD3bn in mid-April, but a USD11bn outflow in late-February (the second highest outflow on record); up until the end of March, high-yield bond funds have had net outflows in 10 of 13 weekly periods, totalling roughly USD18bn.
As a result, some high yield new issues have received strong investor demand – deals have been upsized and priced below initial price talk – but others have priced at the wide end of the range or have been delayed.
Having said that, we still expect the bond supply to be absorbed by investor demand; we believe that although investors are becoming more cautious, they are still looking for relatively higher returns amid very low interest rates. At the moment, investors seem happy to chase the yield dragon.
The figure below shows that US high yield issuance declined for four straight years to 2016, after peaking at the 2012 high of USD290bn. However in 2017, high yield issuance was USD236bn and beat 2015 and 2016. So far, year-to-date 2018 issuance has been relatively subdued and we expect this caution to continue into the second half of 2018; this expectation of limited supply should help to add some support to high yield bond prices.
Figure 8: US corporate high yield new issuance
![](data:image/png;base64,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)
We know that market sentiment can be volatile, and investor demand can evaporate quickly, so we put considerably more emphasis on credit fundamentals.
Risks
Credit
One potential area of concern is the increasing number of high yield rated US corporates. As S&P noted, after declining from a historical high at the end of 2014, the total number of high yield entities in the US has since risen, reaching 1,791 at the end of December 2017 (see figure below).
Figure 9: US ratings distribution of high yield entities
![](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAA1oAAAGHCAYAAACpnSNGAAAgAElEQVR4Ae3dfWxmV33g8fOwgZasIjsp721sp0rsaQfUkhawo1VCZ1ZdIiq2gAh20YLUZrIeVGAl6DbRevijM9qkm6FRocuw9tAqVGAniJZlG6Wi8kh0q9gLahCCLLFBSu0gthNasJfdUJaqz+p3J+f6PPc55748z7n3nnvv90qe595zzj0vn3Mfz/PzfXl6/X6/r1gQQAABBBBAAAEEEEAAAQS8CTzPW01UhAACCCCAAAIIIIAAAgggEAkQaHEgIIAAAggggAACCCCAAAKeBQi0PINSHQIINEdgbW1N9Xq9+OfMmTPq8PBwYAB5ysgOectJWWnHXIrsa+7ne9200OtJD99tFq1P98t8rauPZh/0el19yeOo+2i+2vpr5ut1W7k8bZZRRvfJfLX1z8zX67ZyZfTRVqfug/lq64+Zr9dt5WxtkIYAAmEJXBVWd+gNAgggkC1w36U99Z//6unMgnf8/EvVh950k7WcfIBZXV1V5m2qly5dUg8//LA6depUtE+eMlIwbzkpK20cP3487lORfeOdLCv/4cKn1H/6xGctOcNJ73rj69XFlXcPZyg15DE5OTmQZt0pZ+J/+/YP1F9c/odcpV/3Ez+m3jF1tbVscs5G7eN3vvd76u8PVq1tmIkT17xZvfxF95pJ8bqvvsQVpqx8cONz6vx//YuUEley/s1t8+q/LL/DWi5vf/OWszaSkfjf9y+qL37rUxmllHrlS96g/tWN/95aLm//8pazNmIk/t6XPq9Wv/KXRop79c2zN6t7b32LtUDe/uQtZ22ERAQQCEagx8MwgpkLOoIAAjkFrv+dv8pZUqmnP/gvhspub2+rBx98UF24cGEoTyfkKSNl85bT9Z4+fVrdd999amJiovC+ug7b6/MX7rAlO9N+tPXwUJ4EfeYHPClgSxvaMWfCe7/8vZwlrxT78KuvHSpv648tbWhHS8KTTx2zpNqTjt3w5FCGrV1bmt5xY2NDLS4u6s3Cr1cvvSf3Ps+uf2SorK1v46QNNZAz4UOPnchZUqn333JpqOw4fbbtO9SAJeHYxRVLqjvpyTvPDWXa2h4nTRoY95ga6iQJCCDgVYAzWl45qQwBBJogsLCwoPb29lK7mqeMVJC3nNmYBFmj7mvWw3qzBJaWlsYKtJo1WnpbhQDHVBXKtIHA6ALcozW6HXsigECDBaampjJ7n6eMVJK3nFw2+La3vW2g3bz7DuzEBgIIIIAAAggEL0CgFfwU0UEEEGiLwMmTJ9WJE/kvm6pz3Pv7+9Flg5ubm3V2I7XtkPoYUl9S0Z7LzNvfvOXytFlGmbz9y1uujD7a6szbn7zlbG2QhgAC9Qtw6WD9c0APEECgAwJNeWqY3DMS+hJSH7P6IvfkfexjH4tJzfLJ++HiQiWumO2nNZO3XFodZebl7V/ecmX21aw7b3/SyoV2TJnjYx0BBAYFOKM16MEWAgggUIrAo48+qkI+O6QHLR/+zZ9nnnlGyQc7vcgHQP1jpuv8Kl7N/sl6so9V9EG3kdUXeeCKLiP76HV5rWMx25d1l11aOT3/8hr6MZA2jqb6h3ZM1eFImwg0RYCnDjZlpugnAgjEAuM+dVA+IMrDMNLuj8pTRjpUpJx86DOXvPua+7jWy3rqoLQn/Uz23dWPtPSynjo4ah/LeOpgWl/GdSzjqYO2/rr66UpPm3NbXhlPHSx7HGU9dXDcfvuaE9s8kYYAAuMLcEZrfENqQACBhglsbW2pe++1fy+SvsQvTxkZdp5yus4kU559k/uwjQACCCCAAALNECDQasY80UsEEPAoMD8/H903s7a2NlCrfCeWfPmtLHnK5C0nlw3u7OwMtJV336GdKk4Qo5WVYt8hVHEXVUh9TOuLj7OCvm3T+mu2lbecuU+V63n7l7dcVX3P2x9XuRCPqarsaAeBJggQaDVhlugjAgh4F9AfUOTSG/0jX2J8cHAQt5WnjBTOKiffdTM7OxvXa65k7WuWrWJdW+hXeerZ2bNnq2g6dxu6b/q1zj7qPujXOvuSB1D3U7+6+qvz9aurXJ42yyij+6VfXf3T+frVVa6MPtrq1P3Qr67+6Hz96ipna4M0BBAIR4CnDoYzF/QEAQRyCtz8U9eox7/1/czS10/+eGqZU6dOKflJW/KUkf1d5eQD0vLycloTzn1Td0pkvu6VN6n/8bVvJFLtmzMvf7E1Qwd91kwPiTP//Cr1N//3H3PVdN0L7H8H9NnHF/7Yz6kf/PArmf15/lU/aS3jsy/WBhKJr71pRn3xG3+TSB3enH7xTwwnGn8QsGYaiWWP6+XX/Kz6X9//n0aL9tWJH3uZNSNv//KWszaSSPy5l1yvvvLM04lU++ZPXnOtNSNvf/KWszZCIgIIBCXAwzCCmg46gwACbROQS35uu+025xmtto2X8SCAAAIIIIDAFQECLY4EBBBAoEQBufSHv1CXCEzVCCCAAAIIBCpgvzYj0M7SLQQQQKBpAgRZTZsx+osAAggggIAfAQItP47UggACCCCAAAIIIIAAAgjEAgRaMQUrCCCAAAIIIIAAAggggIAfAQItP47UggACCCCAAAIIIIAAAgjEAgRaMQUrCCCAAAIIIIAAAggggIAfAQItP47UggACCCCAAAIIIIAAAgjEAgRaMQUrCCCAAAIIIIAAAggggIAfAQItP47UggACCCCAAAIIIIAAAgjEAgRaMQUrCCCAAAIIIIAAAggggIAfAQItP47WWg4PD1Wv1xv4kTRz2djYiPNlPbmMm5+sj20EEEAAAQQQQAABBBAoX+Cq8pvobgt333232tvbU1NTUxHC7u6umpycVP1+P9re3t5WS0tL8bYEZTMzM2p+ft5LfnflGTkCCCCAAAIIIIAAAvUK9Pr6U3+9/ehM6xJMaXJZNwOx/f19NT097S2/M6gMFAEEEEAAAQQQQACBwAQItCqekGSgpYMu3Q2f+bpOXhFAAAEEEEAAAQQQQKBaAe7RqtBbzlixIIAAAggggAACCCCAQPsFCLQqnGO5LHBnZ6fCFmkKAQQQQAABBBBAAAEE6hDgYRgVqcvTA1dWVtTs7GxFLY7XzEMPPaSefpozcOMpsjcCCCCAAAIIIIBAFwSuv35Kvf3tbx8YKvdoDXCUsyFPG5ybm4sfcqFbMe/HsqWNm6/r5BUBBBBAAAEEEEAAAQSqFeDSwZK9dZB1cHBgbcm8b8tc14XNNHM9b74uxysCCCCAAAIIIIAAAghUJ0CgVaK1GWRNTEwMtbS1tRU9zl1nyD1ckqaXcfN1PbwigAACCCCAAAIIIIBAtQIEWiV6y+WCssiXFMtlgPpH7teSRb6YeH19PU6Xdf1lxT7yo0b4BwEEEEAAAQQQQAABBCoX4B6tyslpEAEEEEAAAQQQQAABBNouwBmtts8w40MAAQQQQAABBBBAAIHKBQi0KienQQQQQAABBBBAAAEEEGi7AIFW22eY8SGAAAIIIIAAAggggEDlAgRalZPTIAIIIIAAAggggAACCLRdgECr7TPM+BBAAAEEEEAAAQQQQKByAQKtyslpEAEEEEAAAQQQQAABBNouQKDV9hlmfAgggAACCCCAAAIIIFC5AIFW5eQ0iAACCCCAAAIIIIAAAm0XINBq+wwzPgQQQAABBBBAAAEEEKhcgECrcnIaRAABBBBAAAEEEEAAgbYLEGi1fYYZHwIIIIAAAggggAACCFQuQKBVOTkNIoAAAggggAACCCCAQNsFCLTaPsOMDwEEEEAAAQQQQAABBCoXINCqnJwGEUAAAQQQQAABBBBAoO0CBFptn2HGhwACCCCAAAIIIIAAApULEGhVTk6DCCCAAAIIIIAAAggg0HYBAq22zzDjQwABBBBAAAEEEEAAgcoFCLQqJ6dBBBBAAAEEEEAAAQQQaLsAgVbJM3x4eKg2NjZUr9cbaknyJN38kTRz0ftKGVlPLln5yfJsI4AAAggggAACCCCAQPkCV5XfRLdbuHz5spqZmbEiTE5Oqp2dHTU7OxvlX7p0SUlav9+Ptre3t9XS0lK8LcGW1DU/P58r39ooiQgggAACCCDQKoHf+9Ln1epX/tI6pjfP3qzuvfUt1jwSEUCgXIFeX3+qL7edztcuQVKSOitN8vf29tTU1FTkt7+/r6anp+N6svI7jw4AAggggAACHRA4dnEldZRP3nkuNZ9MBBAoR4AzWuW45q5VLhWcmJhwltdBlhQw1/UOZpq5rvN5RQABBBBAAIEwBVxnouo8C+WrT77qCXPm6BUC+QS4RyufUyml5LJBuVRQLhGUZW1tTa2spP9VqpSOUCkCCCCAAAIIVC7gutzvT3cfr7wvukFfffJVj+4Xrwg0UYAzWjXOmr4368EHH1SPPPKIOnfunNra2qqxRzSNAAIIIIAAAggggAACPgS4R8uHYo46bPdjnTlzRh0/flwtLi5GNeh7sDY3N9WJEyeipxGm3ddlq9OWlqN7Q0Ueeugh9fTT+0PpJCCAAAIIIICAH4GLk4NPGjZrvfPAfVuBWU7W0+qRfF911VHPl378H9RXfvyHySGrm/7fC9Rtz75wKJ0EBMoWcB2TP//8a9XGu94/0DyB1gBHeRu2AMiWJj3Q6frV7JWZZq7rMrY0nccrAggggAACCIQjkPYQiyIPsEirR0brq64m1xPOrNOTugR83TeY9n5Lvke4dLCu2c7Zrpzl0g+5kPXkkpWfLM82AggggAACCCCAAAJlCvgKanz2Me2+wbK+AoFAy+cMFqxLHnwhD8A4depUvKd8AfHy8nK0LfdrmY9zl3XzHq6s/LhSVhBAAAEEEEAAgY4LhPjhv61TUkdQE6IlgVaJs7K7u6vm5ubiFuSyPln0lxSfPXtWyX1aOl3yJPi6cOFCVE6+mHh9fT3Ol3X9ZcVSICs/qoR/EEAAAQQQQAABBJxf6ixPeSzrjAbs4wm4gmOptc6vQcg7KgKtvFIjlJOnCiYfZpGsRoIt+XEt8qAM/bAMW5msfNs+pCGAAAIIIIDA6AKuD39N+OA3+qjZswsCoR3brjNjMhdNCJAJtLrwrmGMCCCAAAIIIOBNwPXhrwkf/LwhUFEwAq7gSDpYNPjn2PY7rXxhsV9PakMAAQQQQAABBBBAoDIBV3AkHajzy68rAwi4Ic5oBTw5dA0BBBBAAAEEEEAgLAHXGaSiZ4981ROWDr0xBTijZWqwjgACCCCAAAIIIIBAioDrDFLRs0e+6knpKlk1CxBo1TwBNI8AAggggAACCCCAAALtEyDQat+cMiIEEEAAAQQQQAABBBCoWYB7tGqeAJpHAAEEEEAAgfIFXPfDSMtF760pv7e0gAACbRDgjFYbZpExIIAAAggggECqgOt+GNmp6L01qQ2RiQACCDwnQKDFoYAAAggggAACCCCAAAIIeBYg0PIMSnUIIIAAAggggAACCCCAAPdocQwggAACCCCAQLACrnuruK8q2CmjYwgg8JwAZ7Q4FBBAAAEEEEAgWAHXvVXcVxXslNExBBB4ToBAi0MBAQQQQAABBBBAAAEEEPAsQKDlGZTqEEAAAQQQQAABBBBAAAECLY4BBBBAAAEEEECgBoGXvPD71lavecEPrekkIoBAswR4GEaz5oveIoAAAggg0AgBHmKRPU3/+oavZhfKUUICtmd+cI21JEGblYVEBCoRINCqhJlGEEAAAQQQ6JZA2kMs7r31Ld3CKHm0vgK2krtJ9Qh0ToBLB0ue8sPDQ7WxsaF6vZ61JcmXPPNnd3c3Lqv3lXxZTy5Z+cnybCOAAAIIIIAAAi4BX5cz+qrH1U/SEWiCAGe0Sp6ly5cvq5mZGWsrEmRNTk6qnZ0dNTs7G5fZ3t6O1uV1aWlJ9fv9aFuCLalrfn4+V35cISsIIIAAAggggEAOAV9nx3zVk6PLFEEgl4DrEtsyL68l0Mo1NaMXMgOoZC0PP/ywWl9fHwiypIwOpBYWFtTe3l68m6xPT0/HgVdWfrwjKwgggAACCOQU4N6qnFAUq0Sgjg/HlQyMRioX8BX8FzkmCbQqn+ajBu+66644aDpKHVybmpqKE8x1nWimmes6n1cEEEAAAQSKCHBvVREtypYt4OvDcdn9pP5BgSLByOCe4W8VOSYJtGqeT7kfa25uLu7F8vKyuu+++9TExEScxgoCCCCAAAIIhCPQ5g+R4SjTkyYLFAlG0sbpeq/JPmVe8pfWpyJ5BFpFtEoo+8ADD6iDg4M4sJKHW5w/f16dPXu2hNaoEgEEEEAAAQTGFfD1IXLcfrB/MQHXh/YmfGAvNtLRS4dm1PT3Wq+vn7Qw+pywZw4BeZBFktqWJlXpdP1qVm+mmeu6jC1N5xV5feihh9TTT+8X2YWyCCCAAAItELg4eegcxZ0H+a+2aFI9MuAiY+vd8qjTqP/Y7c68ZEYV9UibofWpjv6Igy/v0I7tz738W6nfo/b2Z16SPPSc276MqqgnxGP7/bdcGrAl0BrgKG/DFgDZ0qQHOl2/mr0y08x1XcaWpvN4RQABBBBAIEvg2MUVZ5En7zznzEtmNKke6XuRsX3osRPJ4cbbyQ9acYZlpYp6pNnQ+lRHf8TBl3dox3bauNo8/00YG9+jJbNU0yL3Y+lHubu6sL9/dFbJXNflzTRzXefzigACCCCAAAIIIIAAAtULcI9W9eZxi/fcc0/0uHbzHq21tTW1uroaldna2hp4nLs82l3S9JKVr8vxigACCCDQbgHXI9ll1G+evVnde+tb2g3A6BBooEBo90M1kDD4LhNolThFyScKymV9sugvKJbHscu6fGmxXlZWVuIHYcj3acn3bOn9ZF1/x5aUz8rXdfKKAAIIINBuAdcj2WXUf7r7OIGWUsr1oVaMeBhCu98fvkfnOpaKHkdNf9CDb9c21kegVeKsypcVJx+AkWwuq8zi4qKSH9eSle/aj3QEEEAAgfoFXGeiOAvlf274UOvftKs1cix1deaLj5t7tIqbsQcCCCCAAAJeBFxnouQsFAsCCCCAQLMFCLSaPX/0HgEEEEAAAQQQQAABBAIUINAKcFLoEgIIIIAAAghcEZD7YWxL0fthbHWQhgACCJQpwD1aZepSNwIIIIAAAgiMJcD9MGPxsTMCCNQoQKBVIz5NI4AAAgg0U4CHWDRz3ug1AgggUKUAlw5WqU1bCCCAAAKtEOAhFtnTyCV/2UaUQACBdgtwRqvd88voEEAAAQQQqEWAS/5qYadRBBAISIBAK6DJoCsIIIAAAuUJuC73kxb53qry3KkZAQQQ6KoAlw52deYZNwIIINAxAdflfsLA91Z17GBguAgggEAFApzRqgC5iU0cu7hi7TZ/9bWykIhAqwRcZ354/7dqmhlMiwSe/tur1fUve9Y6ooP//QJrOokIIFC+AIFW+catakH+6nvvrW9p1ZgYDAIIDAq4zvzw/h90YguBcQVcAVLR4Gj10zekduXsG1KzyUQAgZIECLRKgqVaBBBAoEoB11ko6UPTz0S5xtb0cVV5fBRpS54W+MwPrhnahS8IHiIZOyEtQCI4GpuXChCoXYBAq/YpoAMIIIDA+AKus1BSc11nonwFSK6x1TWu8Wcr7Bp4WmDY80PvEEBgNAFfZ5CLtE6gVUSLsoUFfH3QKtwwOyCAQO0CBEi1TwEdQKCwQB0fRgt3kh0QGEGgjjPIBFojTBS75Bfgg1Z+K0oigAACCCBQt4CvD6MEbHXPZL3tM/9X/Am06j0OaR0BBDouwFnfjh8ADB+BlgoQsLV0YnMOy9f852yu0mJFgkgCrUqnhsZGFeDD6Khy7Be6AGd9Q58h+ocAAnUKtPkDe52urraLBBGuOnymu/ojbRR9OqevfhU5Jgm0fKk76jk8PFSPPvqoWlpaUv1+31FKKSk3OTk5VGZjYyPaV3ZcX19Xi4uLA3Vk5Q8UbvAGH0YbPHl0HQEEEGiZgOvDX10f/FrGW9pwmLds2iJBRHZt45dI64/UHvrTOQm0xj8GUmu4fPmympmZSS0jmRJkJZft7e2BAK3X60V1zc/PR0Wz8pP1sY0AAggg0E4B1yPZZbQ8lt3/nKd9+Av9g59/jebU2NZ5cwWQMjME//UenwRaJfvPzs5mtnDp0qXobJWc9TKXhYUFtbe3FyfJ+vT0dHzWKys/3pEVBBBAAIFWC/BI9lZPL4NDIFUgLYCUHQn+U/lKzXxeqbVTeaaAXDJ48uTJoUsC9Y5TU1N6VZnrOtFMM9d1Pq8IIIAAAggggAACCCBQvQBntKo3H2hRLhk0z1oNZLLhXcD1UA1p6M2zN6t7b32L9zapEAEEEHAJuC7543I/lxjpCCCAQHMECLRqnCu5ZHB1ddV6pqrGbrW6addDNWTQf7r7OIFWq2efwSEQngCX/FU3J9zHUp01LeUTcB2T3FeVz68JpQi0apolfclg2pMIa+oazSKAQA4B19lRzozmwKMIAjUIcB9LDegtbdJXgJR2THJfVTsOnl6fT/qVzKQ8MdCklm3Xoh/jntxHyptp5rquy5am84q8Hru44ix+58GEMy+ZcXHyMJkUb4dWj3SsSJ/igbDSSYE2H9tNGluR92zauIq+/9PqKtKn3i2POt8//cdud+YlM9LqkbK+6mpyPR/86/0k28D27/zC0T3RAxmWjbS6QqtHuh9an+rojzg0ad58GbV5/kMc27PrH5FuxQuBVkxR7kqeAChZRrbl/i39kIv9/f2Bpw5m5Y8zorRA68k7z+Wuukn1yKCKjC03AgWDEXCdhZIOFj0T1eZju0ljK/KeTRuXHAO+6ipSz4ceO+F8f7z/lkvOvGRGWj1S1lddTa7n6qX3JNkGtpMfkAYyExtpdYVWj3Q9tD7V0R9xaNK8+TJq8/w3YWw8dVBmKdBla2srCqx09+TR7pKml6x8Xc7nKzdo+9SkrqoFsu7Rq7o/tNdcAXmIhW3hd6RNZbw0uUzLtnAfi02FNAQQCEmAe7RKnI3d3V01NzcXtyBnoGTZ2dlReb5fS76YWC4j1PvJuv6yYqknKz9ueISVUz/72Ah7dWsX19mRomdGuqXGaBFohwAPsahuHrmPpTprWkIAAb8CnNHy6zlQmwRTcl9W8scVZJn3cOmKFhcX4/1lPblk5SfLV73d5r/6us6OyNMLWRBAAIGuC3AmqutHAONHAAHOaHEMlCrAX31L5e1M5Zw97MxUlzpQ13dWSaNc8uefnjNR/k2pEQEEmiVAoNWs+aK3CHRSIO3sIV8y3clDYqRB84efkdjYCQEEEEBgRAEuHRwRjt0QQACBtgq0+ZLfts4Z40IAAQQQCE+AM1rhzQk9QgABBAoL+LwsjjM/hfnZAQEEEEAAgSEBAq0hEhJCFHB9iOS+ihBniz4VEfB1bBMcFVGnLAIIIIAAAuULEGiVb0wLHgT4EOkBkSqCFGjzse0riPRVT5AHQICdkqcFXv+yZ4d6xvdWDZGQgAACCKQKEGil8pCJQPkCPFGvfGNaqEfAVxDpq556FJrXKk8LbN6c0WMEEAhTgIdhhDkv9KpDAmlP1OsQA0NFAAEEEEAAAQRaJcAZrVZNJ4PJEnBdgiT7cb/XkZ6vs2y+6jnqGWsIIIAAAggggEAzBAi0mjFP9NKTAJcg5YNMO8tW5HurfNWTr9eUQgABBBBAAAEEwhEg0ApnLugJAmMJcPZoLL7CO7vOjnJmtDAlO3gQcD3AQqrmIRYegKkCAQQQGEGAQGsENHZBIEQBzh5VOyucHa3Wm9bSBdIeYCF7nn1D+v7kIoAAAgj4F+BhGP5NqREBBBBAAAEEEEAAAQQ6LkCg1fEDgOEj0CUBudzPtXDJn0uG9DIF5JI/28LlfjaV9qW9aurQOqhXXPsP1nQSEUCgWQJcOtis+aK3AQlwj05Ak5GzK1zulxOKYpUJpF3yx+V+lU1DbQ09uPxFL21LwPbV/QlrXQRtVhYSEahEgECrEmYaaaMAH9rbOKuMCQEEEGiegK+ATUbuCtoI2Jp3XNDj+gUItOqfA3qAAAIIIIAAAggEIeAraPMVsPmqJwhcOtE5AQKtzk05A0ageQJcptm8OaPHCCDQbQFfAZuvero9G4y+LgEehlGy/OHhodrY2FC9Xm+oJcmTdPNH0sxF7ytlZD25ZOUny7ONQBMF5DLNUz/72NDP4o1/3cTh0OcWCPAQixZMIkNAAIFOCcjZUdtS5mWxnNGyiXtMu3z5spqZmbHWePfdd6u9vT01NTUV5e/u7qrJyUnV7/ej7e3tbbW0tBRvS7Aldc3Pz+fKtzZKIgIIIIDA2AI8xGJsQipAoHIBLkOsnDyoBn2dHS1yHBFolXwIzM7OOlu4cOHCQF6y7MLCQhSI6UISlE1PT8eBV1a+3s/nK48c9qlJXQgggAACTRQo8kGrieNra599fdBuqw/jyidQ5Dgi0MpnWlspfbZLOmCu6w6Zaea6zh/19cxHjjt35ZHDTpqRMrj/aCQ2dkIAAQRqEyjyQau2TtIwAgjULkCgVfsUHHVgf3//aIO1zgjwmPjOTDUDrVlA7qu6/mXPWnvB2XorC4kIIIDASAK+zvq66pFOlXlv1UiDtuxEoGVBqStJLgvc2dmpq3naRSAW8HWWzVc9ccdYQWAMgbT7qqRaztaPgcuuCCDQCgFXYFM0qPF11tdXPXVNTq+vn7xQVw860q48yCKNWp4e+MQTT6izZ8/GIrZ9zDRzXe9kS9N5RV6vXnqPs/jv/MKVh3c4CxgZ3/rpL1j/gix/PZ742kmjZPpq75ZHnQX6j93uzEtmpNUjZX3VVUc9FyftT9ORcd15MJGkSN1Oc6pjbFX0p+nzn2ZUdGxNet8WOR4/+NfpVw0U+d2WVldo9cj8h9an0PpT1OhX3vpx2cW6/NlnfsOabkusoh5pN7Q+1dEfcfDlHdr7/9Pf+ar66r79/3kJkJZ/2v28gORx6cuoinpCPLaP3fDkACmB1gBHeRtpAZA8bXBubm4oELPtY6aZ67rntjSdV+Q1LdB6dv0juavyVc+HHiZlfUUAACAASURBVDvhbPP9t1xy5iUz0uqRsr7qqqOeWz/5PvXMD65JDlld84Ifqi+98/6h9LSENKc6xlZFf5o+/2lGRcfWpPdtkeMxbVxiVMfvtrQ++epPm8dWl9GTTx0TVuuS/KBlLfRcYhX1SFOh9amO/oiDL+/X/fY7rYGNBDXf/Oha2pQP5Pl6/6eNq83z34SxcengwCFf/YYOsg4ODqyNy31b+iEXtnu4svKtlZLYSgHu9WrmtLruGyp6z5CrHlEpWlczJek1AukCrkuiZK+il0Wlt0Ru2wV8Xc7mOiY5HttzBBFo1TiXZpA1MTF8yndra2vgce5yD5ek6SUrX5fjFQEEwhVIu2+oyD1DafXI6IvU5UvLFfwVDfx81eNrXNTTTAFfH46bOXp6HaIAx2SIs+K3TwRafj0HatOBlE6Uy/pkkQdeyHdmyeWCssiXFJvL+vq6WlxcjL6YWNb1frKuv6xYyst6Wr5ZZ9PX+aDV9Bmk/10USAv+igR+vurp4hwwZgQQQACB+gQItEq0l2Aq7QEYaXm6WxJwyY9rycp37de0dF8ftFwBm3gU/St70wzpLwIIINBEAS6vauKs0WcEEBABAi2Og04JpAVsAlHkr+ydgmOwCCCAQEEBXwESl1cVhKc4AggEI0CgFcxU0BEEEEAAAQTaI0CA1J65ZCQIIDCawPNG2429EEAAgW4LyGWotoVLUG0qpCGAAAIIINA9Ac5odW/OGTECCHgQSLsMlUtQPQBTBQIIIIAAAg0X4IxWwyeQ7iOAAAIIIOBTQO6tsi18t49NhTQEEEDALdDpM1rJx6+7mPI8HdC1L+ntFXA9wZBLx8Kdc9ecSY+Zt3DnjZ5VK8C9VdV60xoCCLRXoNOBlv4eq729PTU1NdXeWWZkpQhw6VgprKVWmjZn0jCX/JXKT+UIIIAAAgh0SoBLB5UiyOrUIc9gEUAAAQQQQAABBBAoX4BAq3xjWkAAgTEFeMLfmIDsjgACCCCAAAKVC3T60sGdnR0llw/2ej3FfViVH3s0iEBugbRL/rjcLzcjBVss4PpyYBkyD7Fo8cQzNAQQCFqg04GWvkdLZkiCLddCEOaSIR0BBBBAIAQBHmARwizQBwQQQGBQoNOXDkoAlednkIwtBBBAAAEE/AjwKHU/jtSCAAIIhCjQ6TNaIU4IfUIAAQQQ6I4AZ6K6M9eMFAEEuifQ6TNa3ZtuRhyiAA96CHFW6BMCCCCAAAIIIDCeAGe0xvNjbwTGFmjzgx5cXxDMlwOPfdhQAQIIIIAAAggELtD5QGtjY0MtLS1Zp2lra0vNz89b80hEoM0CvgKkNgeRbZ5/xoYAAggggAAC4wt0OtA6ffq0+tjHPqZWV1fVqVOnYs39/X01PT2tFhYW1Obmpjpx4kScxwoCoQr4Co5kfARIoc4y/QpFwPU4dR6lHsoM0Q8EEECgfoFOB1oSZMliBlmyPTU1FT2NUB75fvLkybG+Y+vw8FA9+uij0Vkz22PizTNq6+vranFxceCoGDd/oDI2Wi1AcNTq6WVwgQnwEIvAJoTuIIAAAgEKdDrQqmI+Ll++rGZmZqxNbW9vDwRgEthJWX254rj51kZJRAABBBBAAAEEEEAAgdIFOv3UQbksUBY5a5Rcdnd3o6Tl5eVkVqHt2dnZOHBK7iiXJu7t7cXJsi5pehk3X9fDKwIIIIAAAggggAACCFQr0LlAS84a6R+5LFAWeRiGTtOvc3NzUZ6+vLCsaZHLFPVirtvSRsnX9fCKAAIIdF3A9eXA4sK9VV0/Ohg/Aggg4F+gc5cO2u6T8s9KjQgggAACoQlwX1VoM0J/EEAAgXYLdO6MVrunk9EhgAACCCCAAAIIIIBACAKdO6MVAnrT+3D+/P1ehhBaPTKo0PoUWn/abMTY8r2tQzsmi/TnV96aPkZfdYVWT9FjO80ptLH56k+bjdo8tiLzLw4c26KQvjTJSEZS5BioYmxJ3V6fa+mSJqVsy71fSeqstHHzxxnI1Uvvce7+7PpHnHnJjCbVI31v69iKjEscmjRvRcaWNq42z3/Rsb3ut9+pvro/IbsNLHIf0zc/ujaQlraR5u1r3orU8+RTx9K6q47d8GRqvpmZVldo9Ui/Q+tTaP1ps1Gbx1bkOBKHJr1vi4wtbVxtnv8mjK2zZ7TM76eSiUoutu+0SpbxsS1fjqwfciHryWXc/GR9425zw/i4guyPQDkCri/QldaKvm9Du5fJNbai4ypHnloRQAABBJogcPkfj6uXXvXEUFe//08vH0pLSyhST+cCLfkC4cnJychvZWVFfeADH1ATE0d/uZXAZm1tLXoSoTyNMHkWKg2+aN7W1paanp6O25B1SdPLuPm6nlFeH/+PfzHKbuyDAAI1CYQWHPlkaPPYfDpRV3cFXB/8RKToh8juKjLytgt85v9cdA7xNc6c4Ywi9XQu0Dp//nwk5jpjJWeXzp49q44fPx4FW2fOnIm2h5mzU+S7uPRj4qW0XAooy87OjtLfryX90Omyrr+sWMrJ+jj5UWP8gwACQQu0+WxNm8cW9EFF5xoj4AqQigZHaR/8BKPIh0hffWrMJNBRBEoU6Fygde7cuYhzcXExlVXy5YyWlJfAa5RFgqmsM2LSTlpfxs0fpd8+9+GDlk9N6mqjQJvP1rR5bG08FhlT9QJpAVKR4Mhnz331iYDN56xUVxfz5te6c4GWXz5qyxLgg1aWEPkIIIAAAgi0T8BXwNY+mbBH5GveCNiuzDOBVtjHO717ToAzYxwKCCCAAAIIdE/A5wd2n3WFNBOucUkfi16G6mtcZQdsdY6tiFFnAy19X1QRLMrWJ+DrzJgrYJOR8QSz+uaXlhFAAAEEELAJ+PrALnX7rMvW17rS0sYlfarrMlQfHk0fW+cCrax7pnwcFNQRroCvgC3cEdIzBBBAAIGyBVxnEOo6e1D2eKl/UMDX/PuqZ7B3bIUk0LlAKyR8+tJsAdfZMc6MNXte8/ae+c8rRTkE2ieQ9lf2Jp89aN9MlTMiX/Pvq55yRkmtPgQItHwoUkcnBTg71slpjwfN/McUrCCAAAIIIICAReB5lrTWJ8n9WadPnx4Yp3yRsaSbP/IdWiwIINAeATkL5Vo4E+mSIR0BBBBAAAEERhHo3BktHTy97W1vG/CanJyMtvUXGa+tram77rorShv1e7QGGmADAQRqF+AsVO1TQAcQQAABBBDojEDnzmjpLyw+ceJEPMnb29vxuv7y4FOnTkVpunxcgBUEEKhcwHUmirNQlU8FDSLQWAF58IBr4SEWLhnSEUBgHIHOndGyYS0sLETJW1tbtmzSEECgZgHORNU8ATSPQAsE0h48IMPjIRYtmGSGgEBgAp07o5X039/fj5Pm5+fjdVYQQAABBBBAAAEEEEAAgVEFOhdoLS8vR1b6csHp6eloe3Nzc8BQHo7BggACCCCAAAIIIIAAAgiMItC5QOu+++6LnORyQXnCoCzyAAzzni1J0w/H4HLCiIh/EBhJgHurRmJjJwQQQAABBBBogUDn7tGamJhQ/X4/derkbNbKyor6pV/6JcXlhKlUZHoQCPGLb331iXurPBwgVIFAxwXkIRYvveqJIQUeYDFEQgICCAQm0LlAK4+/BGM80j2PFGV8CIQYjITYJx/W1IEAAs0TSHuIBQ+waN580mMEuiTQuUsHuzS5jLVbAlym1635ZrQIIIAAAgggELZA585o6fuy8kyL3J/FpYN5pCgTggBnoUKYBfqAAAIIIIAAAghcEejcGS25PyvrZ29vL9KRB2ZcunSJYwUBBBBAAAEEEEAAAQQQKCTQuUArj87U1FT8wIyTJ0/m2WWkMvLQDTnDZv4kHyu/sbER58t6csnKT5ZnGwEEEEAAgSoE5CEWtoWHWNhUSEMAgTYKdO7SwZAmUR4hv7Ozo2ZnZ6NuydkzSdNPRZTv+lpaWoq3JSCbmZmJL2fMyg9prPQFAQQQQKBbAjzEolvzzWgRQGBYgEBr2KTSFB1kSaPJ7/KSSxf1ZYySL+vyBcs6EMvKr3QgNIYAAggggAACCCCAAAKxAJcOxhRHK/qSPkmRLzMuc0leKphsSy5j1Iu5bkuz5etyvCKAAAIIIJBHgEv+8ihRBgEEEMgW6NwZrSJPHdzc3Bw6y5RNmr+EXDYolwrqpxuura1FX5ScvwZKIoAAAggg4FeAS/78elIbAgh0V6BzgZa+7C6EKdeXDT744IPqkUceUefOnYuCrhD6Rh8QQAABBBBAAAEEEEBgdIFeP6TIY/RxNHLPM2fOqOPHj6vFxcWo//v7+9E9WPpMmpx9S06PmWauawBbms4r8vrkU8ecxf/sM7/hzEtm/MpbP55MirdDq0c6Flqf6uiPODRp3nwZtXn+2zw25l9mN/09W3T+90/eeaVSy79TmxctqfakJtUjI2BsV+axSfNWZM5kdG0dW9q4OLavHNdVzf+HX33tUYNKKQKtAY5qN1xBkU7Xr2avzDRzXZexpem8Iq9pgdaxG57MXVWT6pFBtXVsRcYlDk2atyJjSxtXm+e/zWNj/mV209+zRef/vV/+3pVKLf8mP0RYisRJTapHOs3Yrkxdk+atyJzJ6No6trRxcWxfOa7rmn8ehnHkH+SanOXSi7luS7Pl63K8IoAAAggggAACCCCAQHUCBFrVWQ+1tLKyouQBGOYiX0C8vLwcJclDMuRx7nqRdUnTS1a+LscrAggggAACCCCAAAIIVCtAoFWt90BrZ8+eVXIWSi730z9PPPGEunDhQlRufn4+ery8zpNHzUuaXrLydTleEUAAAQQQQAABBBBAoFoBAq1qvYdak2BLHnihf2TbXORBGTpPPzSjSL5ZlnUEEEAAgXYKuL77Skb7/X96eTsHzagQQACBwAU693j3wOeD7iGAAAIIdEhAAqSXXvXE0IiLBkdp330llb9mqAUSEEAAAQTKFiDQKluY+hFAAAEEEHAIpAVIBEcONJIRQACBhghw6WBDJopuIoAAAggggAACCCCAQHMECLSaM1f0FAEEEEAAAQQQQAABBBoiQKDVkImimwgggAACCCCAAAIIINAcAQKt5swVPUUAAQQQQAABBBBAAIGGCBBoNWSi6CYCCCCAQDgCrsepF31aYDgjoicIIIAAAr4FeOqgb1HqQwABBBBovQBPC2z9FDNABBBAYGwBzmiNTUgFCCCAAAIIIIAAAggggMCgAIHWoAdbCOQW4NKh3FQURAABBBBAAAEEOifApYOdm3IG7EuAS4d8SVIPAtUIyB9HXnrVE9bGuLfKykIiAggggMAYAgRaY+B1cVc+jHRx1hlz1wRcAUnT3/9pfxyROX5N1yaa8SKAAAIIlCpAoFUqb3Mr/+jBlrPzfBhx0pCBQGEBX0GNqx7pUNEAKS0gKfL+d/WpaH8Ko7IDAggggAACAQgQaAUwCW3uQmgftFz9kTngw1+bj8Rwx+YrqEmrR0ZfJEDypZXWpyL9cb1vec/6minqQQABBBAoQ4BAqwxV6owFQvugldYf6XSRD3/xIFlBAIFSBdLet7xnS6WncgQQQACBMQQItMbAY9fqBPigVZ01LSGAAAIIIIAAAgiML8Dj3cc3pAYEEEAAAQQQQAABBBBAYECAQGuAo/qNw8ND1ev1Bn52d3fjjmxsbMR5sp5csvKT5dkOT0DuP7Et3H9ypOLLyFWPtFTU21VX0XqORskaAggggAACCLRJgEsHa5xNCbImJyfVzs6Omp2djXuyvb0drcvr0tKS6vf70bYEZDMzM2p+fj5XflwhK0ELcFlk9vT4MkqrR3pR5H6ftLqK1JM9ekoggAACCCCAQBMFOKNV46w9/PDDan19fSDIku7oQGphYUHt7e3FPZR1SdNLVr4ux2s3BHyeYfFVl696ujGDjBIBBBBAAAEE2iTAGa0aZ/Ouu+6Kz1a5ujE1NRVnmes60Uwz13U+r90R8HmGxVddvurpziwyUgQQQAABBBBoiwBntGqeSbkfy7xH6/Tp00ouKWRBAAEEEEAAAQQQQACB5goQaNU8dw888IA6ODiIzmzJvVi33XabOn/+fM29onkEEEAAAQQQQAABBBAYR6DX109aGKcW9h1JQM5k2fh1un41KzfTzHVdxpam84q8vvfL33MWn9q86MxLZuyfvDOZFG+HVo90LLQ+1dEfcWjSvPkyavP8t3lszL/Mbvp7lvnvthHzf2X+5V/+bzuycK01yUjG4Ov/AF/1fPjV1w7QEmgNcFS74QqKdLp+NXtlppnruowtTecVeU0LtJIHUVq9TapHxtHWsRUZlzg0ad6KjC1tXG2e/zaPjfmX2U1/zzL/3TZi/q/Mv/yb9n+Ar98lodXT5vlvwti4dPDo/Vf52vLystKPcnc1vr+/H2eZ6zrRTDPXdT6vCCCAAAIIIIAAAgggUL0ATx2s3jxu8Z577lHT09PRPVoTExNR+tramlpdXY3Wt7a2onx9eaGUlTS9ZOXrcrwigAACCCCAAAIIIIBAtQKc0arWe6A1eRy7fFmxfGmxXPInP3JW6tSpU1E5+T4t+Z4tnSfr+ju2pEBW/kBjbCCAAAIIIIAAAggggEBlApzRqoza3tDs7Kz1gRi69OLiopIf15KV79qPdAQQQAABBBBAAAEEEChPgDNa5dlSMwIIIIAAAggggAACCHRUgECroxPPsBFAAAEEEEAAAQQQQKA8AQKt8mypGQEEEEAAAQQQQAABBDoqQKDV0Yln2AgggAACCCCAAAIIIFCeAIFWebbUjAACCCCAAAIIIIAAAh0VINDq6MQzbAQQQAABBBBAAAEEEChPgECrPFtqRgABBBBAAAEEEEAAgY4KEGh1dOIZNgIIIIAAAggggAACCJQnQKBVni01I4AAAggggAACCCCAQEcFCLQ6OvEMGwEEEEAAAQQQQAABBMoTINAqz5aaEUAAAQQQQAABBBBAoKMCBFodnXiGjQACCCCAAAIIIIAAAuUJEGiVZ0vNCCCAAAIIIIAAAggg0FEBAq2OTjzDRgABBBBAAAEEEEAAgfIECLTKs6VmBBBAAAEEEEAAAQQQ6KgAgVZHJ55hI4AAAggggAACCCCAQHkCBFrl2VIzAggggAACCCCAAAIIdFSAQKujE8+wEUAAAQQQQAABBBBAoDwBAq3ybAvVfHh4qHq93tA+GxsbUbrkyXpyycpPlmcbAQQQQAABBBBAAAEEyhe4qvwmaCGPwOTk5FCx7e1ttbS0pPr9fpQnwdbMzIyan5+PtrPyhyokAQEEEEAAAQQQQAABBCoR4IxWJczpjVy6dEmtr68PFVpYWFB7e3txuqxLml6y8nU5XhFAAAEEEEAAAQQQQKBaAQKtar2HWpNLBk+ePKkWFxeH8iRhamoqTjfXdaKZZq7rfF4RQAABBBBAAAEEEEDAj8Dlp56yVvT9v//7oXQuHRwiqTZBLhk0z1pV2zqtIYAAAggggAACCCDQfgEJkF56ww1DA70SIF07lO5K+JP773NlqT/6lw8P5BFoDXBUuyGXDK6urg6ctaq2B7SGAAIIIIAAAggggED7BYoESL40en39pAVfNVJPLgG5ZFDOZpn88rCLtG2p2CxjrutGbWk6r8jre7/8PWfxqc2Lzrxkxv7JO5NJ8XZo9UjHQutTHf0RhybNmy+jNs9/m8fG/Mvspr9nmf9uGzH/V+Zf/uX/tiML11qTjGQMRf4PuOczX3INW9371tc485IZafX8aGvwjBaBVlKvom0JiFyLPBhD7tmyBU1mmrmu67Kl6bwir2mB1odfnf/0apPqEZ+2jq3IuMShSfNWZGxp42rz/Ld5bMy/zG76e5b577YR839l/uXftP8DfP0uCa2euub/7X/yuPMyvT/6lzceTUrGmqse2U0u+StS1/MX7nC2lgyQnAWVUkXq4dLBNMkS88wzV7oZW5C0v78fX1oo68klKz9Znm0EEEAAAQQQQACB9gi47j2SERa9/8iXiq/L9NLqkb4m74ny1X9f9RBo+ZIsoZ6trS01PT0dX04o65Kml6x8XY7XcgRcv9jq+qVWziipFQEEEEAAAQTKEPD1OcJnMOKrT2V4NbFOAq2AZ02+mFguI5QzXbLIuv6yYtnOyg94aK3oWtovttD/wtKKCWAQCCCAAAIINFggxM8RIfapwVOs+B6tgGbPdjmh3Ksl6fJj+66trPyAhkdXEEAAAQQQQACBxgvIWR/bcuWKFlsOaV0V4IxWV2eecSOAAAIIIIAAAggUFuCsT2Gyzu7AGa3OTj0DD0WAv4yFMhP0AwEEEECgzQL8f9vm2Q1zbJzRCnNe6FWHBHz9ZYwbWDt00DBUBBBAAIHCAr7+vy3cMDt0VoBAq7NT382Bu4IR0Wj60wJ9/gficmq6UTePekaNAAIIVC/g6/8RX/VUL0CLCChFoMVR0CmBtGBEIHha4JXDIc0Jo069ZRgsAgggMJKAr/9HfNUz0iDYCYExBbhHa0xAdkcAAQQQQAABBBBAAAEEkgIEWkkRthFAwJuAXPJhW3gErk2FNAQQQAABBBBokwCXDrZpNhkLAoEJcMlHYBNCdxBAoJUCrvuYZLBF76111VW0nlZCMygECgoQaBUEozgCCCCAAAIIIOBDwFdQk/ZHLelnkXtr0+oqUo8PH+pAoOkCBFpNn0H6j0AHBHx9GOkAFUNEAIEKBHz9TiKoqWCyaAKBGgUItGrEp2kEEMgnwIeRfE6UQgABt4ArOJI9il4Wx+8ktzM5CCBwJECgdWTBWsACrv8gi/7nGPAQ6RoCCCCAgEXA1+//tOBImuWyOAs+SQggMJYAgdZYfOxclUDaf5D851jVLNAOAgggkF+gigCJ3//554OSCCBQvQCBVvXmtIgAAjUJuD74SXc4O1rTpNBsawX4A1lrp5aBIYBATgECrZxQFBtNwPXBlg+1o3my13gCaR/8pGb+On7Fl/fteMdZkb1DtA6xT0VMKYsAAgiEIkCgFcpMtLQfaR9s+VDb0klnWIUEQvxQy/s2ewp9zZsva1d/ZCRF/7Dlq0/ZipRAAAEE2i1AoNXu+fU+uqL/YXvvABUiEIiA64Nt0fdImz/U+jIKZMoHuhHavKX1RzrOH7YGpo8NBBBAoBIBAq1KmO2NHB4eqsnJyYHMg4MDNTExEadtbGyopaWlaHt9fV0tLi7GebKSlT9QuMDGhXf/W2dp/sN20pDRIYG0D7Z1vEdcQY1MSdHgz9c0+jJyja3ouFz11Gnky5p6EEAAAQTCEyDQqnFO7r77brW3t6empqaiXuzu7kaBV7/fj7a3t7ejIEtv93o9NTMzo+bn53Pl1zg0mkYAgYoF0oIa6UodwZ8vgrSxFRlXWj1NN/JlTT0IIIAAAv4ECLT8WRau6cKFCwP7zM7ODmwvLCxEgZhOlKBsenpa6cArK1/vxysCCCCAAAIIIIAAAghUK/C8apujtaIC+myX7Geu63rMNHNd5/OKAAIIIIAAAggggAAC1QsQaFVv7mxxf3/fmUcGAggggAACCCCAAAIINEeAQCuguZLLAnd2dgLqEV1BAAEEEEAAAQQQQACBUQS4R2sUtRL2kacHrqysqOR9WiU0NXaV58/fP3YdUkFo9YTYJ4yyDzVfRm2e/zaPjfnPfo8w/902Yv6Zf1+/J0OrJ8RjO3m09fr6yQrJHLYrE5CnDc7NzcUPudANy1MGk9NjppnrafvovCKvz1+4w1n8R1sPO/OSGU2qR/re1rEVGZc4NGneiowtbVxtnv82j435l9lNf88y/902Yv6vzL/8m/Z/gK/fJaHV0+b5b8LYuHTw6P1Xy5oOsuT7s2yLed+Wua7Lmmnmus7nFQEEEEAAAQQQQAABBKoXINCq3jxu0QyyzC8p1gW2traix7nrbbmHS9L0kpWvy/FajsDzJ19mrfiqF15jTScRAQQQQAABBBBAoDsC3KNV41zL5YKyTE5ODvRifX1dLS4uRl9MLOtyiaAssq6/rFi2ZT0tf6BSNrwL/ETK5ZVFGpOA7UcHfzu0CwHbEAkJCCCAAAIIIIBAYwQItGqcquT9V7auSMAlP64lK9+1H+nhCPgK2MIZET1BAAEEEEAAAQQQ4NJBjgEEWiLApYwtmUiGgQACCCCAAAKtEOCMViumkUEgoJTPM2NczsgRhQACCCCAAAIIjCdAoDWeH3sj0EoBn0FbK4EYFAIIIIAAAmMK+Pqjpqse6V7R+71ddRWtZ0ya1uxOoNWaqWQgeQRcv0BkX36J5BGkDAIIIIAAAgj4EPD1R01f9ciYfNXl+rzVtc9aBFo+3inU0RgBX79AGjPgmjvKL9qaJ4DmEUAAAQQQqEHA1+ct1+cIGVLRoM1VV9F6inASaBXRoiwCCBQS8PWLtlCjFEYAAQQQQKBEgTo+sJc4nKCr9vk5wlddReafQCvow4vOIYAAAggggAACCIQk4OsDe0hjoi/5BYrMP493z+9KSQQQqElA/npkW8o83W9rjzQEEEAAAQQQQCCvAGe08kpRDgEEahMo8tej2jpJwwgggAACQQsUueQr6IHQucYIEGg1Zqq63VF+OXZ7/n2N3nUcSf2cHfOlTD0IIIBAmAL80S7MeWlzrwi02jy7LRobvxxbNJk1DiXE48gV/NUZ+PnqU2j1+Dz0fI3NZ5+oCwEEEEAgLAECrbDmo3W94cNI66aUAT0n4OvYDjH489Wn0OpxzZlMadHA1tfYeEMhgEC6gOt9W/Q9m94KuQiUI0CgVY5ra2st+ouNDyOtPRQ6P7DQjm3XhxGZqKLv27ZObmhzJs6ueSs6Z6562jD/rrEVNWrrcR3quHzNW4jv21DN6Vd4AgRa4c1JED162e3vDaIfdAIBBPIJ8GEkn1NopXzNm696xMfXB2Rf9fgam6s/MuaiQZurrrrq8Xlc+xqbr3nzOTbqQqBqAQKtqsVpDwEEEEAAgYAFfH1A9lWPLyqf/fFVl696XMGR2BUN/nz1yde8UQ8CTRYg0Gry7NF3BBBARvs/dQAAEMVJREFUAAEEEOi8AMFR5w8BAAIV4AuLA50YuoUAAggggAACCCCAAALNFSDQau7c0XMEEEAAAQQQQAABBBAIVIBAK9CJydutjY0N1ev1oh9ZZ0EAAQQQQAABBBBAAIH6BbhHq/45GLkH29vbamlpSfX7/agOCbhmZmbU/Pz8yHWyIwIIIIAAAggggAACCIwvQKA1vmFtNSwsLKi9vb24fVmfnp6OA684gxUEEEAAAQQQQAABBBCoVIBLByvl9t/Y1NRUXKm5HieyggACCCCAAAIIIIAAApULEGhVTk6DCCCAAAIIIIAAAggg0HYBAq22zzDjQwABBBBAAAEEEEAAgcoFen39JIXKm6bBcQXk4RfJ6bOljdLOv/vdVfVT/+xwlF3ZBwEEEEAAAQQQQACBTgl8p3et+t333zkwZgKtAY5mbdiCKltas0ZFbxFAAAEEEEAAAQQQaL4Alw42fA739/fjEZjrcSIrCCCAAAIIIIAAAgggULkAgVbl5P4a3Nraih7nrmuUR7tLGgsCCCCAAAIIIIAAAgjUK8D3aNXrP1br8sXE6+vrSi4XlEXW+bLisUjZGQEEEEAAAQQQQAABLwLco+WFkUoQQAABBBBAAAEEEEAAgSMBLh08smANAQQQQAABBBBAAAEEEPAiQKDlhZFKEEAAAQQQQAABBBBAAIEjAQKtIwvWEEAAAQQQQAABBBBAAAEvAgRaXhipBAEEEEAAAQQQQAABBBA4EiDQOrJgDQEEEEAAAQQQQAABBBDwIkCg5YWRShBAAAEEEEAAAQQQQACBIwECrSML1hBAAAEEEEAAAQQQQAABLwIEWl4YqQQBBBBAAAEEEEAAAQQQOBIg0DqyYA0BBBBAAAEEEEAAAQQQ8CJAoOWFMaxKer2e2t3dHeqUpEkei4ocMEo/EjiO0n0kFyOMsgXyleBYynbCCKNsgewSHEcYZQv4K0Gg5c8yqJr++I//eKg/X/jCF4bSfCVsbGxEHzrlF5ism8vh4WGcJ/nyI2l1LyEZicXp06djp6RhXVZVG8lxoY8l25h1nu04s5WvIi00oyzDKkySbYRkFOrvIzELyUn6c+bMmfh3Uld/b+d9P+njKnns17Ed0nGUPIZC+d0dkpEcI/r4ER/9Y/tjcJXHUyhG5v/72ka/7u/vV0kyUlsEWiOxhb/T3/3d3w118q677hpK85Gwvb2tlpaWVL/fj35kXdL0Mjk5qXZ2duL8zc1NJWl1LyEZyX9G73rXu2KjpGFdVlUayRgvX76sZmZmrMPNOs6sO1WQGJJRlmEFHNYmQjK6++671d7eXvxek99NIfw+EriQnNbW1tQb3/jG4JxCMjIP9lCOodCOo3PnzsXHkP6MsLi4aNLVsh7ScSRBVvJzklh997vfrcVGNxqKkRwv+tjRr/I5cnV1VU1NTenuhvvaZ2mdgFKqv7q62t/b24vHdnBw0F9ZWelLnrmY6ZInP+Z+UlbSNjc3o9fk/jrf3EfWzXLmum7blqbzqniV9kM2ShpWYZJso2ojs33b8SFpaceZuX9V66EZmeO2GZr5Va2HbKQNQrDCSc+G+zVUI/n/cX19feD/Pfcoys0JzSiE91ZSPDQj+Swix09IS2hGpo18bg3xuDL7aK4Pfuo2c1hvrIAcgDs7OwNvXHkTS1ry4JT/ICRdL7Yyss/y8rIuMvSarFMKmGmyLm8MczHzzfSq1qX90IySY++akTl+29jzppn1lL1e9XFkjsfmUSTfLFvmeshGetxZlrpcma84ZeuGaGR+6OM4Gv5IGYJJ8sgK7TjCaHCGsjwkMN3a2hrcKeCt4XdFwJ2la/kE9EFqBkd6Xeel1ZQsk9xO7mvLN9N08KbfGPImkbNrdS66f9pF+qLXdV5a/5JlktvJfW35Zpq5Lvua/3kn66pqW/dJu0i7el3npfUlWSa5XWRfKWvb35aWVq/vPN2+dpH69brOS2szWSa5XWTfZNkidSX39bmt+6FdpG69rvPS2kuWSW4X2ddWNoSzx9IvPS5tI2l6XefZ+q/TkmWS27qc7TWrbPJ3uK2OKtJ0P7WLtKnXdV5aP5JlkttF9tVlpQ59pr1IfXp/36+6D9pF6tfrOi+tzWSZ5HaRfaWs7G/+6L6k1VN2nh6T2Re9rvPS+pAsk9wusq+Ulf31e0zW5Uf6k/wDdVq9vvP0mLSL1K/XdV5am8kyye0i+ybLFqkruW8d21eFe1EjPatSQK4R/vrXv64eeeQR783Ozs5GdT744INR/XLN9tbWlvd2yq6wTCO51lju0zp79qySmzvvvffesodTSv1lGpXS4RoqxSgbvUqj6enp6B7S7F6FV6IKJ7npXBb5HTU/Px8eQkaPyjS6dOlSc+4TSXEq00j+rzePG3mwgf6/LqVLwWWVaSSDfeCBB9TBwYGamJiIxi5O58+fjz4TBIfh6FDZRtKsPCBkeXnZ0YMwk3sS3YXZNXo1qoD8xyjTKv8JXH311eq6665Tjz/+uJIbCnWerlveGPomXrm58MYbb1TywcM8LJL76H31qy3fTJNfqsePH4/al30kkJA2pL0TJ07oaip91f0LxUgGL79Y5SEY8oHmjjvuiObFnIdKgZ57dHmVx5E5Pj0/o6SZ+5S9rvtZ1XFkjke3baaZ61n5Ztky13U/QjSS99wTTzwRxIeZkJ3k+AjBKiQj/X+n+Tta96/M91NW3boPIb7fdN91H/V21a+6/VCMdH+SDq70ZLkytnXboRjpMcpDel71qlcNBO86L9RXAq1QZ2aMfuk3iPxHIE/YetGLXqQ+8IEPRH8p0Xm6etmWp27ps06Sbitj/mei99WvyfLJOmz5yTK6rqpedZ9CMbKNW/fRlldFmm6/KiNzTLrtUdLMfcpe1/0Mxcgcr+6bmVbHuu5HaEbyl9G5ubmBPyrV4aPbDNVJ909edR/NtCrXdfshHEvSF9eyvr4e/2HRVaas9JCMXGPUfXTll52u2w/hOJKx6v4kx+1KT5YrY1u3HYqRHqP0yzzzp9NDfuXx7iHPzph9k1PQEmTJIzr16WhblWaQZcvPk2Z+l4G5nmffOsuEaiR/RZIzWyEsVRpljdc8tsz1rP3Kzg/JqOyxjlp/SEY6yJL/sENbQnIKzUb3JwQj+eNj8kf6J2khPL48BCM9X6G+hmIkl8KZX4kTklcoRqaJ9KlJC4FWk2ZrhL7KdwzcfPPNqXvKXyz0Iqdliy5yDbZcCqgXWTfvwVpZWVHJeuUylFCusw3ByPwlK/Nx8uTJ6PJBbVr3axVGWWPMOs6y9i87PwSjssc4bv0hGJlBVqj/YYfgJH85Nv+YIW4hLSEYheRh60vdRqdPnx4KIOS4ktsGQlnqNhKHe+65Ry0sLERfWqxd5DNTKH9sDcFIuzTytY4ncNBmuQJpT2RJ5iWfdCNPBkyWSW7beq+/Q0TK2r4PQn+Hl+TLTyhPHbSNJTneKoySbch23UvSwexPMi/Z/1GOo2Qd0ob8mBZZx5nZxyrWkw5mm8m85PjKMEq2YTM0+1jFetLBbDOZl+x/GUbaJPlq+71l9rXs9aSF2V4yrwon/TRG7VT3U9DEI+lQt5HZflb/kmXL2g7JSJ6al/y/X75Spu4lJCNtkXxPd+0zUnL8+veOpJtL2tyZ5UJa5x6tRobHdBoBBBBAAAEEEEAAAQRCFuDSwZBnh74hgAACCCCAAAIIIIBAIwUItBo5bXQaAQQQQAABBBBAAAEEQhYg0Ap5dugbAggggAACCCCAAAIINFKAQKuR00anEUAAAQQQQAABBBBAIGQBAq2QZ4e+IYAAAggggAACCCCAQCMFCLQaOW10GgEEEEAAAQQQQAABBEIWINAKeXboGwIIIIAAAggggAACCDRSgECrkdNGpxFAAAEEEEAAAQQQQCBkAQKtkGeHviGAAAIIIIAAAggggEAjBQi0GjltdBoBBBBAAAEEEEAAAQRCFiDQCnl26BsCCCCAAAIIIIAAAgg0UoBAq5HTRqcRQAABBBBAAAEEEEAgZAECrZBnh74hgAACCCCAAAIIIIBAIwUItBo5bXQaAQQQQAABBBBAAAEEQhYg0Ap5dugbAggggAACCCCAAAIINFKAQKuR00anEUAAAQQQQAABBBBAIGQBAq2QZ4e+IYAAAggggAACCCCAQCMFCLQaOW10GgEEEEAAAQQQQAABBEIWINAKeXboGwIIIIAAAggggAACCDRSgECrkdNGpxFAAAEEEEAAAQQQQCBkAQKtkGeHviGAAAIIIIAAAggggEAjBQi0GjltdBoBBBBAAAEEEEAAAQRCFiDQCnl26BsCCCCAAAIIIIAAAgg0UoBAq5HTRqcRQAABBBBAAAEEEEAgZIGrkp07ODhQf/AHf6Cuu+469YpXvEJ97WtfU7/5m7+pJicnk0WD287qu+R/6lOfivotY/vVX/3VeAxvetOb1Bve8IZ4+7vf/a56xzveoW644YY4jRUEEEAAAQQQQAABBBBAII/AUKD1zne+U33iE5+IA6vXv/716otf/KL65V/+5Tz11Vomq+9m/mc/+9mBvr72ta9V7373u+M0Ccqk/Oc+97k4jRUEEEAAAQQQQAABBBBAII+A9dJB8+yVrOsgS4KPj370o0qCFDkD9NRTTw20IWnmImVlH1nOnTundnZ2on0///nPx8XMOqW8BHWySLq042orriCx4uq7Lib5Uve3v/1tnWR9NeuxFiARAQQQQAABBBBAAAEEEHAIWAOtZAAl+0pwImd4fu3Xfi265E7Oer3vfe+Lq5V9fv3Xfz3elpU///M/j8+MSQB1eHgY7asDNylj1ilnlGZnZ6M6JF3OpsnlfXJW6ZOf/GSULsHcd77znWjd9o+t72Y5Cfbk8kEZh14kTc5osSCAAAIIIIAAAggggAACPgSGAi0dQElAI8GVXiQ4uf/+++PAKXnG5xvf+Ib6mZ/5GV3c+poMZuRslVmn7CT1yhmv5H1hr3zlK6M6f//3f1+9+MUvttbv6rsU1sHZ17/+9egSQd1/SZe0m266Ka5TgjUZv7TFggACCCCAAAIIIIAAAggUFRi6R0sCEDmDJMGGnFWSYEMeCCFnp8x7mJINyRkrM5CSIE0/XMJ2tkv2/8M//EPrPVDyMI7kvVH6Ur+0h1O4+i6XJMoiwZu5SL8kQJR+6L5K/i/+4i8O3Kdm7sM6AggggAACCCCAAAIIIJAlMBRo6R0koJFgR87sJIMeXcZ8lUBLnyWS9MuXL6sbb7wxKpLnbJdZl6zr4Ein67r0dtqr2XcJ/synB8p4JE36KpcjrqysRPeFpQWRaW2RhwACCCCAAAIIIIAAAggkBZyBVrJgclvuazLPAiXzNzc31e233x4lf/Ob3xw425Usa9v2FfhIACjBlF7kDJ2cqZO+SwDGggACCCCAAAIIIIAAAgj4Fojv0ZL7pSR4Mhe5tM4MpvQ9W/L6W7/1WwMPlDD3k3rkUkN9mZ/5UAyznKzrOmVd30eVTNdlpD+2Javven/Z1+yTrEtf9f1ftrpJQwABBBBAAAEEEEAAAQSKCvT6/X5f7yQPoXj22WejR5/LF/rKfVH6zJIEOfKUQXmyoKTLU/vMSwUl2JF02U8eivHpT386PpPkuvxQAiD95cjyBcHyNEK5rM9Ml77pLxeWej7+8Y9bH4bh6rvutwSMekz6TJtcOihBlvR3bm5OM/CKAAIIIIAAAggggAACCIwlMBBojVUTOyOAAAIIIIAAAggggAACCEQC/x+Kp3Zh+IQ8PwAAAABJRU5ErkJggg==)
As at 31 December 2017, of the 1,791 high yield rated entities in the US, 291 were rated B- and 131 were rated CCC+ or lower, for a combined 23.6% of the total. At 23.6%, the share of issuers rated B- or lower is at its highest point in over seven years, having risen quickly since June 2014 after the price of oil started to slide.
Why is this important? From 1981 to 2017, the average annual default rate for entities rated B- and CCC or lower was 8.3% and 28.7%, respectively. So while the average credit quality of the rated high yield universe continues to deteriorate, there is an elevated risk that the default rate may start to rise in the future.
Figure 10: US average default rates by time horizon (1981-2017)
![](data:image/png;base64,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)
Another concern is the growing wall of debt maturities that corporates will have to refinance, typically by issuing new debt. The figure below shows the maturity profile of the US corporate bond market (excluding financial institutions). In a normal credit environment, there is not usually a problem as investors are generally happy to rollover their capital. However, in a more restrictive credit environment, investors become more cautious and corporates have to pay higher coupon or in a worst case scenario, it may not be able to issue new bonds.
Focussing on the US high yield market, there is nearly USD2.6trn of debt maturing – USD1.6trn of bonds and USD1.0trn of loans in 2019 and 2020, respectively – and over USD5.8trn maturing before the end of 2022.
Figure 11: US corporate bonds maturing
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)
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)
Credit cycle
Noting that all credit cycles are slightly different, it is still worth walking through the different phases in a bit of detail:
- Phase 1 – this usually occurs after a recession or a credit bust. In this phase, management of companies are very focussed on rebuilding balance sheet strength by reducing debt – usually having elevated levels of debt was part of the reason companies may have got into trouble. As the focus is on reducing leverage, it is positive for credit (fundamentals and spreads) but not necessarily equity, as there may be little or no free cash flow available for dividends.
- Phase 2 – financial markets utopia; a bull market! This phase is usually distinguished by strong performance in both credit and equities. Corporate profitability is increasing faster than debt (and leverage), so it is positive for both credit and equities, which are again receiving healthy dividends.
- Phase 3 – the Mature Bull and indicates that the tide is starting to turn. There can be different variations in this phase but generally it is shown by shareholder friendly activity such as M&A, special dividends and/or large share repurchases. To make matters worse for credit investors, these may be largely debt-financed. In this phase, equities typically perform well – ignoring some warning signs in credit markets – but credit starts to come off the boil, manifested in higher leverage and/or wider credit spreads.
- Phase 4 – the bubble bursts. In this final phase, economic growth slows, corporate profitability collapses, and there is a big pullback in bank and capital market investors’ appetite to lend to corporates. This is obviously negative for both credit and equity markets.
Figure 12: Credit cycle
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)
Despite the positive credit fundamentals – corporate leverage appears relatively stable, refinancing risk manageable and access to capital markets is currently good – we are well aware that we are very late in this credit cycle. Historically, credit cycles last about 7-8 years and, if the last meltdown was the GFC, this time we are close to 10 years. This cycle may be slightly longer because of the low interest rates and extraordinary monetary policy used by central banks around the world.
However, we believe that we are getting very close to moving into ‘Phase 4 – Bubble bursts’. Before entering this phase, investors should be looking to de-risk portfolios (see Strategy section below), as both equity and credit markets typically perform poorly.
The dangers of holding lower-rated bonds are shown in the figure below. During the GFC (2007-2009), and to a lesser extent during the fall in the oil price (2015-2016), credit spreads widened. However, it was those weaker credits (CCC and B-rated) that saw the most severe widening. This is highlighted even further in the bottom figure, which plots the difference in spreads between the different rated corporate bonds.
Since the start of 2016, credit spreads have not only tightened but also compressed. As such, investors are currently willing to accept a lower increase in return to move down the credit spectrum – from BBB to BB, BB to B and B to CCC. Given our view that we are close to the next crisis, now is the time to move to the higher ground by adding better quality credits to portfolios to protect against any potential spread blowouts.
Figure 13: Spread compression
![](data:image/png;base64,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)
Macroeconomic
Despite many leading indicators pointing toward fewer defaults in the near future, several broader macroeconomic risks remain. These include:
- Given current valuations look extended, an equity market correction
- Global geopolitical uncertainties including the recent tension with China, North Korea, Syria, Iran, the ongoing Brexit process and ramification of an anti-euro, anti-establishment coalition in Italy
- The Fed has been raising interest rates and has started to unwind its balance sheet holdings of US Treasuries and mortgage-backed securities; the ECB will cautiously follow the Fed’s path
- There are many potential issues in China: burgeoning credit, excess leverage, higher corporate default rates, and slower than expected growth that would further shock the weak global economy
Strategy
If you believe in the above thesis that we are late in the credit cycle, credit spreads are more likely to widen than compress, and that interest rates will continue to rise, albeit it slowly, then these are some of the generic strategies to consider employing within your fixed income portfolio:
- Investment grade over high yield
- Higher-rated over lower-rated
- Senior over subordinated
- Secured over unsecured
- Short-dated over long-dated
- FRNs over fixed
- RMBS over corporates
- Defensive sectors over cyclical sectors