I wanted to contribute into the testing culture of my company, so i
decided to lead a training.
I was trying to condensate the Rapid Testing Intensive online 3 days course from James Bach and Michael Bolton into a 6 hour training class.
It went in my opinion quite well. I don’t want to reproduce the theory part of it, which you can see here
The practical part was more interesting, each of the participants was testing an freeware screenshot tool (which I rather don’t mention here), we were suprised how many bugs we found on an publicly used tool, some of them crashing the whole application down.
Our Mission:
![](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAkcAAAGYCAIAAADHodHHAAAgAElEQVR4nOydZ1sT2/r/97nO83P938TvFQABAiH0Erq0QGihSOhdkCa9GaQJCqiAigJKLwpSBOkoIIQSQgmEkl5nOOfh/8Hazp6dhBgRAm6zru8DmFmz5p4191qfWTV/wGfwP0ln/zu7dhu00korNXX2X22B1eqS9ce1W3C50lJNK61+IWmpptWlS0s1rbTS6tqkpZpWly4t1X5DQVcjxZSv/Um1uunSUu1X1o/WDxqSlmq/obRU0+qmSEu1X1k3C2aItFT7DaWlmlY3RVqq/crSUk0j0lJNDWmpptVNkZZqv7K0VNOItFRTQ1qqaXVTpKXarywt1TQiLdXUkJZqWt0Uaan2K0tLNY1ISzU1dEVIU0z52p9Uq5suLdV+ZWmpphFpqaaGrghpiilf+5NqddOlpdqvLC3VNCIt1dSQlmpaXbJMTU3/nzYoBDwef+2v5iqlpZpGpKWaGtJSTatL1n/+859///vf/9IGhXDtr+YqdVOpdva/s3+S/vu//167DTdBApFgc2tTIBJcuyUXFvxfeJ+5v7e/B/8XvnZj0BKKhbR1GpvDvnZLrl1iqZi+Taet066bHTc3XG6GSyEpY4dxfHJ87a/+JuvS2moQDG1sbtTV11VVVVVVVT199pSxw5BBMg1Temp6qqq66pB1eIFr5+fnG540MHYYl2XM4uJiU1MTh8tR/xIZJFM/06DzNTc/b2trOzM7A53BK19Xnj57yjpiqYivWhfNgR9r80GwTAZJ0VmRmJQYnxAvlog17EWq9WXpi4GBQVNzE3wGS6SSqqqq1bVV+AyGYOiHXp+a/gDB6n7wAgPUj//ztj148EBfX19XV/ePP/64dB5cRZqaD5eb5wesA39//5raGs284r9LvvkFnUHflYrLr06XQzUZJBsYGMDhcEQikRxEJgeRvb298Xh8fUM9X8DXZNbXN9RbWFqsb6xf4NrXra/d3Nzm5uYuy5i29jYfks8+c1/N+Fwe92HNw1evX6kZX02q9fX3eXl5rW+s33Cqzc7OZGRkoJ3q5lNNKBJaWFi8e/8OPoP5Av6Tp086Ojsu8V6ZmZlv3r5RM/Lo2Ghqauo2Y1sz+cA8YJqZmeXl5/X29Sqt0M/Dkpq4Uh1N8ewfCkGdu1x1uNw811JNHV0O1Ta3Nj09PZPvJG9ubbJYLBaLRd+mFxQWYLHY9jftmsx6xg5j/OM4j8+7wLW7e7ufpj6dsk8vy5jdvd2ZmRmRWKRm/KPjo5DQkOzsbDXjq0m1g8ODqekpHp93w6nW3dONw+GQy38Jqskg2dj42MHhAXwGn7JPY+NiS0pLLvFeeDy+sKhQzcjNzc0GBgZflr5oJh8+Tnw0Nzcf/zgOn8FKK/Sf5MoPUe2GMEwxXG6ea6mmji6Hau1v2rFY7Pb23z4SOVwOHo/38/fj8rgay/qzX3m2yBVR7ed10Sf651MNrd+QahYWFhOTE7CWaueHy81zLdXU0SVQTSwRl5WVEQgExVMpKSlubm6gSyQ1NfX58+fIqdHRUW8fb/Cht/J1JTIqcmp6avLTZHp6+ucvn9GJiMSikJCQvv6+x3WP/fz9goKC2t+007fpbzveUsIp3j7eGRkZG5sbIHLLqxaiN5G+TYfPYMYOo7i4mPgtUCgUYAnzgFlRUYE+DnodV9dWQ0NDP3/+DJ/BEqnkw8iH5ORkECc5OfnjxEepTAqiBQQEvHr9qrm52T/An+RLKi8vPzk9UXz83r7enNwcNocNwRBtnZaeno7cNDwifPHzolx8d3d3Y2NjMzMzEGd+fh6CoaXlpfyCfG8fbyKRePv27bcdbwVCwTev+kun7NNnz54Rvf9M38nJCaHah5EPlHAKfZsugyHGDiM3LxcxIywsbGZ2FqQwMTkRERkBjickJDB2GCB+VXUVuHtQUFBdfR140pKSkjBKGPLUMkj26PGjmNgY8PenT5+Sk5PJQeTgkOCExISPEx+lMglfwI+NjX3+4vnK15WCwoIPIx/QSKurr7O3t9fT0wMGlFeUA6pFRkbOzc3l5uWSfElhYWHjH8cB5CAYYuwwysrKAsmBwSHB4eHhT589VezulkglI6Mj0THRyCPHxccNDA6As2QyGXgg0OO6x0FBQTu7OyD9qempzMxMojcxkBwYEBiQkpoyNT0F/51qIrGISCSCROLi4nA4nIWFBbgRfZv+4MGDyqpKpLEulUkjIiNy83KRNwh0fHJcWVVJ8iWBC0NCQsbHxxk7jKSkJAwGgyRIW6fBZ/DO7k5dfV1QUJCfv19QcBCFQnnx8oVUJu3o7LCxtdHV1XV2diYSiSkpKWKJuK6+rrKqEn0vIpE4+G4QWN7T20Mmk5GcaW5uVvThfeZ+XX2dr58vkUgMCAyoflh9dHwEn8EfRj44ODpgMBgnJycikai0QlezB/K8nkP0HyouUX2vC1xyXgem0r5NOSMVr/orJ/f3nj596uvnS/IlBYcEUyiU+/fvg1Pp6enFxcVj42MJiQlEIjExKRH9afJl6cvdu3dBGXR3dzcyMqpRRrWUlJSCgoLevt7snGwikRgRGTE9Mw1GeVvbWiOjIj9OfOzs6szMzDxgHUhl0tGx0cSkRHIQOSQkJCUl5fOXzxAM7e7v3km509vX29PbExUdRSQSs7KytuhbEAzBZxCHy+nu6aZQKD4kH3IQOZAcmJuXu83Yhs6goeGh8Ijw2bnZgcGBwqLCvf09GSwbHRtNSEwICQkhB5GTkpLGP44rUk0sEQ++G4yJjSF6E4NDgkNCQlLvpu7s7fwMki6BakKRMC8/j0gkKp6qra21t7cH1TeJRCovL0dOdXV36enp9Q/0w2fw7NysiYmJv7+/nZ1dZmbmFn0LnYhAKDAwMLC3t4+JjWlsarx3756BgQGJRAoJCamsqqyrr/P29k5MSgSRq6urdXV1V9dWxRJxSEiIo6Nj7aPaxqZGoIPDA6lMWldf5+7ujhxsbGoE43ALCwuWlpafpj7BZ/D09LS9vX1CQkJjU+OTp09i42ItLC1A5TU/P4/BYBwcHOLj4xubGktLS83NzXPzchUf/+XLl7fDbh+fHHO4nDt37ty6dQu5Y1NT0+bWplz8mtoaZ2dnP38/EGd3b5d1xCKRSAGBAU+fPW1saszLz8PhcA1PGuC/U00ikz55+gSPx5eXl4Nri4qKEKp1dXfZEexW11ZFEnF2draLiwv62WnrNOgM/rr61drGmkwm19XXNTY1vm59fXB4IJFJY+Ni3dzcHtY8bGxqLK8oN7cwz87JFoqEjY2NeDx+8tMksOTk9OR22O2SkhL4W8dUcXFxT29P/0B/ZlZmQGDA7t4ul8d1dXV1d3e3tbMNDg5eWJhHU+3Tp8nU1FRDQ0Ng1ejYKKCapaUlkUi8f/9+Y1NjcHCwHcFudm4WPoO5PG5CYkJkVGRXd1f/QP/juscYDKa7p1suS2nrNII9IZAcCJKlUqm6urqIH5qYmPT29SKR8/Lz8Hg8eC8LiwvOzs53Uu48a3zW3dNdXlFuZGTU0tIC/51qAqFAR0cHJPLq9St3d/fg4GBwr5PTk9a2VnIQeW9/D6RP36br6elRqVQ5I+sb6l1dXUEmIw55yj7t6u7CYrHkIDI4yDpiMQ+YkVGRdnZ2tY9q29+09/X3+fn5JSQkSKSSpeWl2LhYDAZTUlLS2NTY3dMtEovyC/LT09PR99LR0WltbYXP4M9fPjs7O4OMBXo/9F7Rh1NTU52dnSsqKxqbGiurKgkEQlJykkAo2NjcyMnNMTY2zs3LbWxqPA8P3z0u97fiv0ohdB7nlN7uvLNKOaeObYp/qwAwkpNxcbFEIrG+of516+v+gX4Cwc7R0QGcCiQHmpmZ+Qf4V1RU1NXXeft4OzjYH58cw2cw64jl5ubm6+cLCubDmocEe4JSqpFIJBwO5+XlVVVdVVdfRyKRbGxtwDymR48f4XA4Dw8PWzvb8oryU/bp6NiojY1NQWFBT29Pb1/vnZQ7UdFRMki2Rd/y8fFxcXGJjIp8XPe4+mG1tbV1ZmYmm8OWyiTNzc1mZmYFBQUvX77s7eutqa0h2BPmF+ahM+jN2zc4HM7b25tAIDwof3B8cry0vOTu7p6Xn9fX39fT2xMXH2djawM+idB69fqVvb19Xn7es8Zn/QP9aWlpGAxmaXnpZ5D0faql3k11RAWkVaQO1SorKx0cHMB3h2qqGRkZFRcXb9G3eHweaBKhqaavr/+47jGbwwb/Ojk5ubu77zP3JVKJDJK9bn2N9FwhVNtmbOPx+OLiYrnU+AJ+XHxcXX2dorVoqsXHx4eHh4P6CIKhQ9ahhYVFSkoKfAbPz8/r6+s/KH8AWipiiZhCoZiZmSkmiFBtn7nv7Oz84uUL1Vmt2AP5suWlo6Pj1NQUmNgmFAmjo6M9PDyAxyNU4wv4rq6uOTk5QrFIsQcSoRqXx3Vzc3tc91ixj/HOnTu2drbLK8tSSIYc/Lr61dLKcmBwAOShRCp5WPPQjmC3tLy0urZqYGDwrPEZsHN5ZfnWrVszszN8AT81NTUyKlIoEgJc0dZplpaWyyvLgGr+Af7LK8snpydSmUSdHkgPDw/GDgO0z3b3dvX09Gof1cJn8KepT66urkh7VyKVGBgYFBQWyGVpYWGhs7MzEm2Ntqanp6cO1by8vIJDgg9ZhyDnR8dG8Xi8aqop9kBu0bcI9oTl5WXwb2dXp66u7ujYqJyRAYEBRcVFco4KJNcD2drWisVih4aHkDeSkJgAqAYr9ECqplprW2tQcBAYETxPG5sbZmZmrW2tIH2pTPr02VMTE5O5+Tn4J3ogVTfCzrtc9b//OqctpcIS1Xf/lwK9LvAI//pGtXfv39nYWL9//w6ZIuvh4YGmGjmIvL6xLpaIZZCs/U27oaEh+ERramoClRK4UEUPJIlECiQHrtHWQK04Mzujp6dX31APn8GPHj8yMjJ6WPNwZ29HKBIKRcLQ0NDQ0FChSAjqt+6ebjs7O6lMCqhWUlJyyj6VQTKJVNL8vNnR0XF9Y53L4xKJxMysTKTvYWZ2Bk01AwODuvo65gGTJ+BJIWlUdFRkZCSHywEl6NXrV4aGhjMz02ibj0+OcTgc+FAG0Z4+e2pgYHDlVAu9HaqDCl9Xv8pFUEG1mJgYDw+P/f19+HtUs3ewV+yRg79RDYENUHxCPIlEQv7tH+g3MTGB/041Nodta2d7O+w2fZvO4XLA+wNFPTMzMzIqcp+5f3J6guQm/HeqWVlb5efno82gUCiB5EA2hz0/P29sbIye6lZUXIQYgBZCNdYRK5AcmJObc8g6ZHPY580fUaRacnJySGgI64iFHGlsarQj2C2vLMMoJnF5XB0dnYHBAaXjagjV+AJ+WFhYQkLCIevwlH0qEAllMATiOzk7ubm5yaGu5VWLm5sb+NxDsgiPx4MuLEsry8zMTJFYBMHQ+6H3BAJBIpXs7e8FBQcVFBbwBXy+gH/KPm140kAkErcZ24BqtY9qf2ZcTUdHp7q6Gj6DGxoafHx81mhrfAGfw+V8nPior6//8uVLuSz19fNNTEoE30Ow2lQTiUW6urpIBxF8UaodHR95+3gDJ5dBsvyCfENDQ8XO6vT09MjIyPWNdeCQ6LUBaKrJIFlVVZWhoSFy9meo9ubtGycnp4XFheOTY4FQoHRBQkdnB8GesLC4gBxZWl5CpoBpnmoqzspFU91+UufuatqpJtXKy8u9vb13d//qWJOjWnrGX69peHjIyMiovb0dPoPvpt11dXVFTqmm2t20u+hJDLq6uvkF+fAZ/OjxI0cnR2Rkh7HDcHB0ePLkCSikJ6cn5eXlvn6+SFsNzOkF2tzaxOFwX5a+nJyeGBoaDn8YRk7JUY1gT9jc2kRG1PT09CoqK5BbFBUV4fF4ubbawuKCgYEBuovlH0U1h8umGnwGNzU1mZqaenp6JiUn5ebl9g/0C4QCCIZGx0YJ9gSiNzEqOionN6f9TTuoN9FUs7G1UaQaOYjM4XIuQDWJ9M/Ge0BAQEJCQkFhQWdXp+IkCEWqpaSkKFKNYE9Y+bqCvhChGnJk/hvVYBTVwGcgHo8PCAiIi4/LL8hHnh1QTc4esNRhdW0VAc/Cwrypqem79+/gMygjIwN0r8kg6aPHjyIiI6QyCX2bTiKR3N3ds7KysrKyomOi7R3sG5sahSKB2lT7818ZJP1GNRFy8BvVoOKSYgsLi8TExKysrJSUFFdX1/iEeKSvD9HFqLbN2NbV1a2qrkJOXYxqQpEwOzsbtCBP2ae3b9+OjolW9JO5uTkHBwdPT8+o6KjcvNwXL14g3z1oqoGC5uLiglz4M1Rj7DB8fHycnJwoFEp2TnZDQwPoAECru6dbKdXedryFr4BqqrmlJtXUAc95x/9QCKqPn5cI+l+QbwmJCSQSiXnIRHLSw8PD4RyqDV0e1cCggFKq+fr6gkIaExtD8iV193RDMKSUamZmZqB/BYvFqk81XV1dMCyXlZUFhuiam5vlxtUGBgcMDAzAVzLQL0A1Xz9fHx8fMFde81QTioRz83PNzc35BfmRUZGmpqY9vT2gtC+vLLe0tJQ9KAsLCzMxMQEjVWiq+Qf4K1KNQqHAZ/AFqAafwTw+b3Jy8sWLFwWFBf4B/jgc7sUL+Q5JhGpIa6myshJQDTnS2NTo5Oy0s7sD/XhbDTqDeQL+1PR0S0tLYVEhOYhsYmJS31B/Xlvt48RHQDXEU+cX5q2traemp6AzaGR0xNrGeml5SSQRxcbFPnnyRAbLANVu37796ltY31gXiATQGYRQ7bzpUj9KNXsH+5raGnCX85ZkqKQa9HeqQQjVJFLxN6r9ed+LUQ2CoZZXLT4kH/gMXl5ZdnV1Vbr4TCKVfFn60v6mvbikODwiHI/HVz+shhWoBsHQw5qH+vr66AsvTDWpTLqxudH+pr2isiIhMcHMzIwSTkG6NIBm52YVqWZsbPxh5AN8GVRTBIaKyzVDtfOSUv+UUqpVVlVqnmp6enogplKqJSUlgbLT2tZKZ9DB161SqtkR7NZoaxwux9HRcfjDMFIovku1qOgocIvOrs412ppQLPz7rEj485fPN5RqMkhWV19nZGQkN7Pr4IBpYmIS8+3jlEQiPXjwAOnue9vx9qqphtbJ6QmFQrlz545i+mDuDfx3qgUGBubk5CDdMjJIFhISEh4eDl+UanJPZGJiEhUdJddcU6Ra9cNqMPiBHKlvqHdxcdnd25Wjmp6eXl9/H9KjODU9rZRqaAlEQoI9ISAwQCQRu7q6urm5SWRSdITJT59cXV1Xvq4gnjo1PWVtbT09Mw2dQcwDpoWFRf9AP4/Pu3Xr1ujYKHQG7e7tBpIDi4qLFKF1uVR79PgRiUTaZmyrni4cEBgQnxCPAG/l6wqaajgcDnzowGcwBMtycnO+jatBGAymvKIcue+HkQ8mJiY/SjX4DJ6YnLC2tj46Pnr3/p2ZmZnSwTO0QC8x0iCTG1d79PiRrq4u4pYSqSQ2LlY11VJTU5HLJVIJQjU5FRYW4nA4uT6A+YV5ZHoO0MLigrGx8cjoCHxJVPuhaL8u1erq63x8fPaYf/YlSGVSd3d3daiWkZHh6uqKuM3+wb6fn1+NGlRjc9gYDKapqQlWoNru/i7ogVRMRJFqc/NzLi4um1ubHC7n1q1boJ8GaPLTpAqqGRgYVFZVIpGVzfWH12hrBgYGgALwGQzBUH1Dvb6+/pVTram5KQ8VmMp2yvg48dHKyqqgsABZ/iwSixqeNBgYGCDfwhRKWOrdVC6PC9q5SclJmqTaIevQz8/vwYMHcseFImFAQEBCYgL8d6qVlpb6+Pgge5Ssrq3i8Xgw0fHnqXbIOjQyMsrKypI7DqiWkZGBcGVkdMTWznZoeAjginXECggI8PP34/59STVfwHd2di4tLZVCMikk22Zsp6enf5dqxyfHVtZWcfFx0Bmcl59nbW09OzeHni1ycHhgaWn58uVLKSSFziChWHjv3j0HRwfgu2wOOywsrLCocPHzoru7+xptDTqD+EJ+RkaGf4A/X8i/GNVO2SfqUG1mZtrR0XFmZlo11crKytzc3NZoa/AZfMo+raisQM2BhExNTSsrKyVSiUQqmZufJXoTEar5B/hHRkWesk/hM2h3bzczK1NfX18dqoEpRYh293Y9PT1fvX71uO5xeET4d/fT4vK4EZERSUlJ4F88Hp+eno5Uam873hobG4PGk0AoGBgcsLKykqPa/MI8iCyRSsrKyhwdHcHHE/OA+bDmoVKqSWVSQHR0Xzd4IgsLi0ePH4H0xRJxaWkpHo8H8PtVqHZeZPWpptpIdag2+WnSxtbm48RHCIaEImFnV6eFhYU6VHvW+MzKygoASSAUtLW3WVtbf5dqUpn01etXiDPIUU0ilfj6+pLJZMUhXjmqiSXizKzM6Jjo45NjvoAfGRmZX5APyubG5kZ8QrwKqoWHh9++DWq/c6nG5XHxeHxpaSlw0eWV5dtht3V1da+caupIIBSAkfDYuFgqlUqlUjMzMy0tLaOiIpEG3LNnz/B4fNa9rOLiYm9vb28f76um2sOah9RvIT4h3tLScnpmWiwRv+14ixy/k3IHg8GAESk01TY2Nzw9PQMDA6lUamFhIcmXZGllCSB3AaoJhILXra+Rm4aFhenq6qJ7qIH4An5GRoaVtRWItkXf4vJ5sXGxLi4upaWlJSUlFApFX19/+MOwHJ8kMmlFZYWFhUVOTk5uXq6Pj4+Do4Mi1cRSCfrZI6MiMRhM/0A/dAavb6xbWFj4+PgUFRVRqdTaR7V7+3tSSFZcXEywJ2RnZ1Op1MTERLBWRiwVQ2eQSCK6f/++paWlh4dHZGQkm8MGXjv+cdzU1DQ+Ph7cpbi4+MnTJ3wh/7tUm5qesrGxSUhIoFKpPb09qqnG5XHj4uJ8/XyRx0lITFDcw3Pl64qdnV0YJay0tDQiMsLJyQlNtbj4OHsH+/yC/MysTG9vb2dnZ4RqnV2dxsbGKSkpVCqV5EvyIflgsVjVVJNIJbl5uXg8Pr8gn0qlgjaTRCqJiY2xt7e3I9jVN9Qr3aTx3ft3yFOkpKTgcLjp6T+nioVRwqxtrHPzcqlU6vzCPG2d5uDo4O7uTqVSo6KjCPYEDw8PhGpDw0M4HI4STqFSqc3NzRAMdXR2GBkZpaamFhYWBpIDw8PDEarNL8wjN83JzbGxtUlLS1O0rfphta2dbWZmJpVKTU1NNTU1pVKpoA5Sh2rnDVOdF00FHr47oPWjkZXeUU16qWgIKqWaUCR0cnLy8/crKSlJSEzw8/ezsFSLaqwjlqWlZSA5EDiwg6MDFos9j2pubm6g/N7Lvmdja5OUnATelBzV4DO4/U27vr5+TGwMcIDCwsKBwQFkXA2pxhMSE8wtzNva22SQTCqT1jfUgz3SwJrX0NBQc3PzoeEhGEU1pKjOzc+ZmprGxMbcv3+fSqUWFhWi1ysjysjIsLKyupd9DwxjOTs7a2Jmv/pqa2+zs7PFYrFYLNbW1uZhzUN0DxuHy8nMzDQ2NiYQ7F62vBwZHYmICAfTGWi0tbS0NMU1A0AisSgpOQndN1JTWwPm9gDNzM7ExceBvzu7OinhFMYOY5+5Hxcfh/0WzMzMwGJVkVhUWlpqZmaGHG9rbwPXbmxuJCX9daOlpaWQkBAQLSwsDFlFt76xHhsbCwozUMurlri4OEXLhz8Mlz0o43A5xyfHEZERxsbGyE27uruUPuwabY3kSwLRJiYnoDOYecDMzMw0MjLCYrEeHh4fRj4o3f7j6PgoNTUVi8US7Aktr1q+rn5NTU0Fa9EmJidTU1N3dnf4QkFSUhL62V+3vkZSWFhcIBKJ4BSJRNrc2oTOYDaHXVNbAyy3sbV58fIFmkOjY6MRkRHh4eHAX5HjA4MD5ubmIKmIyIjWtlahWCgQCTKzMrt7ulXsRPD8+XNwVXBwMJiEUlNbI5GKkaJCoVA6OjvA35tbm4HkQBAfjEvLNTXgM1gGyYaGhwj2BGNj44yMjNGxUXQP5M7uTkBgABaL9fX1HR0bbWpqik+IZx4wwdcotYyKw+EsLS3r6ut2dneS7ySD8aQt+lZkVCSylplCoYDV2fAZzDxg+gf4A5OQ757Ors7Q0FBLK0v0im+0snOyTU1NwVUWFhZgNjZSanz9fMGp1rZW+AweHRu1sLAwMTGJiY05ZZ92dnXW1NYgjbnaR7UgckBgADCvuLgYi8VaW1s/rHkog2QUCgX0H74fek+wJyAFBN1RiZZAKHj27Bl4m1ZWVg0NDcipS6Eacvy78FORvop7KTVGnTTPY955eDvvCJJd0zPTgEmxcbFb9K1nz54hQ54lJSVPnv7VH7iwuBAdEz02PobkM7jw7t27I6MjRUVFSmsPEolkZmaGw+GwWKyJiUlOTg5yqqe3Jz09XW6BbPPzZuB1xsbGcfFxY+NjCNW8vLwQb3z16q9taQ9Zh0nJSVgs1tnZeWh4aHVtNS4uDoxHjH8cv3v37t7+HlKWpZC0s6vTjmAH0gH1gKLZYok4OiYai8W6uLj09vUODA5ERkXSGfQfQo+ctL+vdrOklFg3QGptjaNONDXSuZjUyl652SJ/v/AybySnjc0NH5IP2BzkH6PvUu37QZEx36POLxc09joUZ4tcQIrjaoq6aLnWnGdqqXazdN300lLtSqhWVV0VGxer4d+vuGp9nPhoa/fn6pGL1fg/1Af4iwaNvQ6NUe3mS0u1m6XrppeWaldCNScnp4qKCo398plmhCz8gC/cVlN75sivGzT2OrRUQ6Sl2i8sLdV+FDY7uzuUcMrffx3p4qxSU4wdRkBgwOzs7JXeRfNa/LyYlJwEdhK/cKWvejDsHxA09jrS0tKqqqvkllf9qPb29+6m3Z2anrpoMbzCwqu+tFT7haWl2tUVjEuUQCg4ODwA0xT/SRKKhEfHR+C5rpsdNzdo7HUcHR+BzRt/JhGpTHp0fCQQCrRUu0G6ANWuu3PvL90oY1iN5BEAACAASURBVK6LaheVhnJek858ucZfqXnXzY6bG669SvwNpaXatQPjInWrxqWl2l8xNabLNf5KzbtudtzccO1V4m8oLdWuHRgXqVs1Li3V/oqpMalptprGX6l5eDz+uvFxE8P//d//XXuV+BtKS7VrB8ZF6laNS0u1v2JqTOobcy2WXySrYUhO8H/PFA9eji7oCT86FHSjx3R/T91EqskgGZfHPe9HyFRLS7WrkZZqf8XUmNQ35losv0hWa6mm1dXrJlKNdcTKysoafDd4gWtvBNXgCwr+iWuvWN+vRGBldZYG9VMPqH7Oa7Ig/MJUU9uRrpBqKt7jJVANYZuWajdON5FqO7s7Ts5OjU2NF7hWSzUt1bRU01JNS7XfWd+hmkQqAb8dI5FK+AI+qLykMilfwOfyuFwel8fnIQtxuDyuWCIGMbk8rlAkBPGRpHh8HrgK/YvyIrGIy+NKZVIQQQbJ1mhrjk6OdfV1IPIPPc9NWK92YdrBP0q1C97rSioR+B9EtWt3oV9Cl/JhB//3p16cyneqmYVWWqrdOH2HaoPvBvF4/MLCwv379wkEglgi5nA5NbU1BALBysrK3NzcBrU3PwaDycnNKSsrc3V1NTMzI/mSkB/U2N3bzcvPs7G1sbKysrS09CH5gB9/gc/gR48fYTCYtva2/IJ8U1NT2jrNwsICg8HgcDgrKysrK6sfeh4t1bRU01Ltmv1cSzWtrlVqUc3JySk0NLSlpUUGyfr6++wd7F+9fjU9Mz35aTInJ8fS0hL8co+urq6NrU1Obs7HiY/vh977+vraO9iDnyG+l33P3Nz8devr6ZnpicmJO3fu2NrZHh0fwd+o5uDgQAmndHV38fi8vv4+WzvbgoKC6Znp6ZnpH3oeLdW0VNNS7Zr9/MeodqalmlaXK7WotryyLJVJQc0VFhaWk5MjFAlBhI7ODhMTk/dD7+EzWE9Pr7S0VAbJQEXz/Plz8Ovd24xtWzvb/IJ8pO778uWLk7PT8xfP4W9U6+vvQ27xy4+rnTdP79LBoKXaFRl/fsZqsnCq6W9X48M/4edquPpfOf/fK3Obq595C/+ZCdeV/z+lC7vNdfm5mvarSzX0EU9Pz8zMTNo6bYu+tbS8RKFQXFxcthnb8BmMwWDQP3g4NDyExWLb37TPz89bWlq+fPkSOXVweODn55eSkoJQDf2joFqqqV1uz7dBS7WfMV6DRfrnPfNqfPgn/FxLtV9BP4OTa/FzNe2HL0Y1S0tLb29vHx8fFxcXMpk8Nj4Gfor3PKotryxbW1srUi0vPw/WUu1nwKDCBi3VfsZ4DRbpn/fMq/Hhn/BzLdV+Bf0MTq7Fz+XMPu9C+GJUe/L0CeuIBcThcpBT51Ftm7Fta2urSLWa2hpYS7WfAYMKG7RU+xnjNVikf94zr8aHf8LP1aQdAIOWatekC7uNJovAxfTDVPPz96t9VAsaZ3KSo1prW6uBgcHI6Ahjh2FHsEOfYuwwvL29H9c9htWjmkQq4XA5oPZRLS3V/pSWaj9j/M0o0lddPV2Vn/8I1c60VLsmXdhtNFkELqZzqPYtDA4O4vF4GBXKy8sDAgNYRyxYIfxJNRiGYfiQdRgdE43H49lsNp/PJ3oTAwIDmAdMGIZlMllHR4elleXs3CwMo6j2LQCqFRUXIUfm5+dTUlIkEoniTeXC2f/OzjmhQappDgwXmx6mETD8UlIw/vyZdRoMF6mermY+4dU50tkVrsK+kLRU+w2p9mXpi5ubm5eXV/q3kJaWBk7p6el5+3iDgz4kHwMDg9etr8GpqakpPB7v4+Nz9+7dlJQUCwuLzMxMmUwGK6OaRCKJjY01MzNLSkpKT0+HYbi7p1tHR0ckEn23IrgA1S5f51VSP1y3fldaql2R8TeCahfwPc1S7RJ8T0u1K9d5nnxRb7kJfv5TVNtmbCNkQsLyynJWVlZqampqampJScngu0FwXFdXl0gkguMZGRkDgwNSqRS5anVtNS8/LzU1NS0treVVC5vDBse/LH158eLF8ckx+haMHUZObg5IanNrc4u+9fzFc3Rq5+aPlmpaql2C8VqqaYBqMATDWqppqaZpqv1QQPdAXlfQUk1LtcswXks1LdW0VNNSTUs1LdWuvUq6NOO1VFNDF6lh5TP5CmeLXExaqmmphg5aqn3LPeX+8JuB4VeS+sZr1pt/aN8mCFZjnu1l6obPgbz6h/pGtZutn/b5Ky8CN5lq97LvjY6NXurj/nDQUu269JsYr1lv1lJN49JSTfNF4CZT7SYELdWuS7+J8Zr1Zi3VNC4t1TRfBLRUUx20VLu+6uAXNl5LtQu98Uug2hXuLXL1D6Wl2iX5+aVTTek9ftlwLtU0Gn5Hqv0mxt8ER5IfuUd9SF17Tv6oblxb7Uf0m/i8/IWXHrRUUx1uBtX+FlA10Heqnn9kIdnY3Dhln167eRczXk47uzufpj4JhALliWh24thfQT2Xv/Q5kBcIipmmpdo/yfgLOcUFOsO+XXVOuAaqdXV19ff3C4XCq0hc81RjHjBbWlrmF+bPi/A7U21kdMTBwWFpeenazbuA8Yra2NxwcHBYXVtVnsivRrWd3Z3m5uaDw4NrpdrZxuZGY1PjPnP/2t1AUYwdxrcsurjbyGl5Zbmnp4cv4F+uqWwOu+VVy/LKsprxNUm1Q9bhixcv6urrXr9+zeVylTjwBcCmGarx+Dxvb299fX1dXd2JyYnzogUEBkRFRZ2cnlzwNiqD5qm2uLho72BfV18Hw/AabQ2DwXT3dKMj/LZUk8qk8fHxXl5eQpEQgqGysrKIiIjjk2O5aC0tL7FYrIGBQU1tDfjlWESzc7O2dra6urrFJcXgiEQq+fzlc0pKipmZmYmJiYmJiQ/Jh0qlqqgj9vb3PD096+rrfsh4pTpkHYaEhFQ/rFZ6VkdHp6Wl5aZRrbikGIfDwcpsmpicsLCwWFhc/CGY8fi8qKio1NTUC1iqmGln/z3r6+szMTGZnZtVPMvhcpKTk319fZVm+PHJcVhYWHl5+SW68era6s7uDvLv+MdxMzOzxc+LP+M2cnr16lVIaAjriHWJZkMwtM3Ytnewf/XqlZrxNUm1yKhIewd7chA5JSVFyR7CN5lqjB2GmZlZYmKirq5u7aPa86L9g6nGPGAWFBR8/vIZHeG3pRrriOXo5FhSUgL+VU01/wD/hMQENoeNHJdBsrb2Nk9PTwwGg1Btc2vTw8PDP8D/zZs3/f39/f39fX19wx+GJVLJeYZdItUEQkFOTs7tsNtKz+bl583MTN80qg0MDpSUlMDKbLoY1YQi0cuWl2/fvr2ApYqZpppqAqGgrb3tyZMnSjOcx+c9f/78/dD7S3RjOzu7zMxM5F8t1X5I5713PB7f1t4GNv5V7sCXTTUFv0UNPv+Q2t+0u7i4fPo0qaurGx0TLRaLlEZDUe3yez7Op9rF7vV9LS4ufKMaJJNJhUKBVCpBR/gBn/hnUW16ZtrS0rK3rxf8ex7VXra8xGKxL1te3rp1i769hRyXyqQJCQl5+XmGhoYI1aofVtvY2nz+8ll9wy6RajJI9rjuMRaLVXpW8dVfwAd+MucVby2RiIVCgVIbvlFt4YduJ4NkQpFQdE7pVi3F1FRTTQbJRGIRaOursOQSM1NXVzcmJgb592qo1nKVVGtRM/7VUE258Hj8u3fvznWMm0y1mNgYCoVydHwUGBjo7e29zdhWGg1NNZlMenxyTFunrdHWgDY2N3h8HgxDHC5nY3NDKBQcnxzv7u2KREIYhnb3dpGYQFv0LfAkAoGAvk1f31hfo61tbm0KBAI5qkkkYvo2fWd3h8/nMXYYtHXaweGBWCySSMR7+3vgwuOTY8ROqVRyyDpEbsQ8YCKneDzu5tYmON7d3W1jYwOoJhIJaes0NocNoolEwp3dHbS16M4NdOE8ZZ/S1mlIPoDjfAEfuQttnXZyegI66ERi0ebW5in7lMvj0rfpG5sbh6xDiVTC4/P29vdAHiI9cgKhYGNjg8PlsI5YtHXa+vq6XHE6Oj5C5/8W/U+uHBwerNHWRGIRSBMYIINkEqlkd2/36PgISUEqk24z6AeHBzJIhk757du3xsbGX9e+gn9VU+3d+3deXl6TnyaR4wKhwMnJ6d37dzgcDqGavb393bt3uTyu+iVNjmqMHcbu3i5fwGfsMMDz8vg8pISLxKJtxjaSG+i2I1B3dzcOh9tmbCveaI22dso+hWEIgmSn7FPgUSreu1QmPTo+QqIhaXJR3rW5tQl+WRB57wKh4OT0BETY2d0RS8TAeDnL12hroMgcHB6sb6wjRGFz2BubGyBCa1srHo9HqCYSi5DyBeb4yCCZVCbd29/bZmxLpBLmARO85YPDg739PVBGdnZ3DlmHAgEflKmNzQ0Ohw1BMlC60SUIcTB0wxqh2szszMnpCbBtd29XLBGDLNrb36Nv05GKe3dvVyQWHRweMHYYkm93B8ZvbG7s7e9xeVyQD1v0LXS/tKIlSLJAQpFwi76lq6sbHBIMIpyyTwHV5hfmkTxn7DAQjsJnMJfH3aJvIQkqnUkklUmZB0zkvlXVVWiq8QV8+jYdKeY8Pg886d7+3t+L2DbiIRwuB7npNmMbUF+OanL+cMg6BLWHWCJm7DCYB0yhSIgUAXRGoe3Z3NoE9gD33mfuC4QCJM/lnpF1xEKceXdvF3zhcbgc2joNh8M1NzcDa38lqrHZp6ampvkF+VKppLGx0crKamJyQjXVIEi2+HkxKjrK09OTHEQmB5G9vLysrKw+TX2CYaivr8/c3Ly8ojwiIiIqOmqLvjU5OeHt400kEslBZG9vb0NDQx8fn+TkZBiG2Wx2YVGhj49PQEAAOYjs4uJS31AvFovRVNvb33Nzc/P18y0oLAgNDQ0kB4aEhDyue0ylUsMjwkNCQiwsLBISEvaZ+6BAjo2PhYaGknxJ5CCym5ubf4D/0vISDENcLifrXpaLi0tAYACw2dDQEFANNa4GwTD0sOYhuCN4OhwOFxMbo+j0jB3G3bt3HRwdyGQyOYgcERkBwdDJ6UlFZYW1tbWfvx85iGxvb5+UlLS5tQnB0BZ9i2BPyMrKSk9PDw4OJgeRg4KC6urr8vLzYuNi/fz9bGxt8vPzQeKLnxdxOFx2dnZUdFRYWJiLi0tQUBCCrk9TnygUCpFIJJPJZDKZYE/w9vZGIITBYGpqayKjIoOCgpycnBITE1lHLB6fl56enpObg8bPrVu3qqur5UbFampr8Hg88q9qqk1+mszISEe6KyEYGhkduXXr1tfVr2iq6ejoVFcrH9ZSk2qhoaGenp6FRYUhISF+/n6OTo4FhQWgDhWJRU+ePnFzc/Mh+ZCDyKGhoZ+mPsmlNjU9ZW1tPTQ8pHgjHR2dlpaXEAyxjlhpaWne3t7gvZODyFQqVTH+8soyJZzi5uYG4tyn3odgaJ+5n1+Q7+DgAA7a2Njk5uWCSoSxw7B3sK+srIyNiyUHkT08PBydHHt6ekC2v3r9yt3d3T/AH7np0fERDEPfxtUgGIaOjlhpaWleXl6B5ECQgr6+/uLiAjj77NmzgMAAP3+/QHLgrVu3EhMT2exTDpeTmJTo5uZW31DvH+D/4MEDsVhUXFKcmpoKwxDriBUWFkahUHLzcinhlKCgIAsLi5KSEg6XA8PQ19WvYWFhrq6u5CCyr5+vrq6ug4NDSkoK+qMEoVpZWVlKSkpISAiJRHJzcxv/OC6DZHLjan5+foGBgY/rHpPJ5JSUFPS4Gn2bbmVlFRwcnJObQ6FQ/Pz9HB0dHz1+BC5cXVsNCgry8PAgB5FJviQ9PT0nJ6fsnGz066Bv0+/evaurq2tmZgYycGR0BFCNSqUmJyeDkuLo5Dj4bhBcss/cz8zMBMmSg8iOjo4vX75QbFmOjY+RfEkuLi5/RnNyRKh2fHL84MGDW7dugVNW1lYVlRUcLicmNub27dtIUnv7e+7u7qD2YOwwUlJSkDrTxcWl/U27WCJGU40v4L94+cLBwQE4oaura2ho6PzCPPgiCQoOioyMLCoqCg0N9Q/wN7cwf/T4EaDX8clxRWWFu7s7OYjs5+9nZ2dXXFwMvu10dHSCgoNKSkqI3sSnT+X7hGfnZm/fvg0qZyKR6O3jDarB6empkJAQDAYDnjErK+tGUO3DyIdWVDiv53BkdMTQ0LCnpweGIQ6Hraen9+r1K/DJdh7VZDJpQkKCf4D/+sY684DJPGAOfxhGU01PT8/d3b2mtmZ1bVUsFrm5uUVERmxubTIPmJtbmwkJCdUPq8HY4+O6xza2NvPz8weHB8wD5ps3b1xdXZEfu0FTzcjIqKio6Ovq133mfkVlhaGhYXh4+JelL/vM/eEPw1gs9nXraxiGTtmnZDK5rr5ub3+PecDcZmzb29vn5uXCMFTfUG9tY93X17fP3Ac229raKlJt/OM4Doe7T72/s7sDno5EIimlWmlpqaur6+zcLDD+6PhIKpN2dHQYGxv39fcBA2jrNII9obKqUiQWAaqZmZk1PGkArc/w8HAsFltQWLBF39rb36uqrjI0NJyZnQFUw2AwISEhHyc+7jP3JyYnXFxcIqMiIRhic9jOzs6ht0Np6zRgYVlZGZpqenp6WfeylpaX9pn7796/s7K2amtvk0GyhoYGNzc3xP5N+qapqenwh2F0W40v4GdkZnh5ealJtYXFhRcvX3h6eiLHo2OiIyIieHweQjXWEUtfX/+JQon6UarhcLii4qL1jfW9/b3qh9XGxsYTk5MQDA2+GzQxMamorNjd22UeMA9Zh4o1FH2b7uTs1NzcpIJq796/c3d3X1hcALnKPGCenJ4oxg+PCA8KDlpaXgJxTtmnUpn0xYsXVtZWc/Nz4ODY+Ji5ufnr1tdSmRRQzdnFuf1NO2OHsc3YJhKJoaGhzAMmBEPWNtb5BfmIsyFdC2iqFRQUuLq6Tk5OANft7e01NTUFVJubmzU1NX3+/Pnu3u4+c39sfMzV1fX90HtANX19/TBKWEdHB/OAqUg1PT29+/fvr2+s7zP3nzx5YmZmtrG5IZGIqx9WE72J9G0684C5t78XExsTGhrK2GGgv34Qqrm7u78fer+7t7u3vxceHn7v3j2RWKRINSwWGxYW1tHRsc/cV6SapaXls2dP6dv03b3dsrIyExOTg8MDgVBw9+7doKCgbcY2sCQlJSU5OVmuAS2WiFlHLF1dXQqFAjKQL+ADqrm4uPT09Ozu7W5ubVIoFAqFAuJTy6guLi5I9fWy5aWvry+6jQXBEPOAefv2bTKZDPKBecCsb6gHVJPKpG1tba6urqtrq8jrdnB0mF+Yb21rdXV1Rb4+JyYnrKysWttaxRJxTm6Oq6vrxuYGuKThSUNQcNDJ6QmaahOTEza2NlQqFfgDfZseGhqakpLC4/MA1czMzKqqq0B18aD8gY2NDegB7u3tdXFxAe63t7/X09tjbm7+ceIjcG8TE5PU1NSR0RHFUuzt7R0bFwuygrHDSE5OtrS0ZOwwhELBweGBiYlJW3sbqNxuBNVCb4fqoMLX1a9KqUYto+JwOPo2HfxLJBJz83KVDq0hVBMKBVgstrWtFYHfwsI8mmoWFhbIhyQMQ4aGhlQqFTG9srIyODgYhmE2h+3r61tQWAB/G1fr7++/desWh8tRpNrt27eRBCc/TZqZmYHvSiBXV9fKykoYhmZnZ27durVGW4O/9SUaGhqWlZXBMETyJcXFxSGXoMfV0FRLSUlxdnamrdOQFx8YGKiUahaWFtUPqyVSCbofrLCoMDw8HB2t7EFZeHg46Hwg2BOampuRU729vZ6ensi9Vr6u4PH41rZWQDU8Ho9uW2TnZOvq6kqkkrHxMSwWO/5xHDn16PEjNNUMDAyQrgnGzravry+gy/CHYXNzc6Q/pPl5s7u7u9x891P2aVx8XHx8vJpUW/y8OL8wb0ewA1OTT9mnurq65RXlEAxdelstIiIC6UQC1daLly8gGIqJjTE3N1e9uk4oEhKJxMTERBVUa21rDSQHoqeqK5YCxg7D0NAQfEIhEgoFSUlJd+/ehVHJRkZF5ublCoQCQLWp6SnkVEVFhbu7O+iyxmAwjY2Ncp3A0DeqQTDE4XIwGMy97HvIKfS4Wk5ujrm5OehAk0GyL0tfXFxcxsbHANXc3d2Rq0QKVPPy8kIeYXNr08rKauXrilAoyM7OTk9PR05NTHwEjW+0eQjVRsdGkYO1j2pjYmMEQoEi1cLCwpBoilS7c+cOcnZwcBCPx8/MTLOOWMEhwaBcA3V2dobeDmUdsRTfi9JxNaRjXAbJmpubPDw8IBhi7DACAgJaW1uRyC9ePA8OCZZbBjC/ME+wJ6B7O5FxNS6Pm5ycXFFZgZwaGR1xdXVd+brCPGBaWVuBYiuDZC9ePMdiseBr3svLq6u7C7mkrr4uIiKCzWEjVJNBsufPm61trNFmdHd3Ozo6so5YgGp3795Fahsen2dpZdnX1yeDZElJSfkF+aB0SGXS90PvLSwsQI+Fjo5OWloa6NWQ0xptzdjYuP1NO3Jk8tMkBoPp7f1zTP1742oqNs25PqoJhYKQkJBbt24hR/IL8n1IPmCE7DyqLS0vmZiYDH8YRk7JUc3GxubLl8/IWRtbm4yMDPDboSKRKDcvNzIqEoZhUG2lpaW9H3r/YeRDd3d3SEhIZmbm35fE/Um12LhYJMHpmWkrKys01UgkEvD+/v5+Z2fn162vh4aHBgYHioqLLCwt3g+9h2HI1tY2Jyfnu1RzcXFxc3NDf7idRzUdHZ3GpkYI/mv8li/gJyQm3L17Fx3t6bOnnp6eJ6cngGpt7W3IqQ8jH9BU29zaRFPNzMwMja7y8nJdXd29/b3nL57r6+ujF7goUg05haYa84Dp4uICSADBUGhoaExsDJf/t7Eu5gEzOCT43r2/6tDvUo3L4/r6+VZWVYJCiMFgwKyQS6dadHS0XLUFnsXf39/S0lJ1agKhwNPTMyMjQ+l7BFQDCxKKi4sH3w3OL8xv0bcUS8Hc3CwOhwN9G4j4An5MTExFRQWaahkZGbFxsRwuB1ANPVMGTbXExERfP9+29rap6anVtVWklw+hGnDOBw8eIJejqRYYGIjD4YaGh4aGh/r6+pKTk728vHh8HqCar99fc+sVqUYOIiOPQN+mE+wJK19XJBLxg/IHkVGRyCkqleru7r6+sY7ONKWzRVRQLS4+DommSDW0vyFUY3PY4eHh6L6vsrKyqGjlE9a+O1uktfU1oBptnebp6VlZVQky7e3btx4eHqWlpXKLTCY/TVpYWKAb/QjVvhmWCVLo6uryInrFx8eDQWtyELnhSYNUJhUIBbl5uf4B/hAMfVn64uzi/OjxI3DJmzdv3N3dK6sqhSIhQjWxRFxeXo7u9gAPArgIqJaXl4eubVxdXZubm2SQzMPDIzYudvDd4NDwUPubdg8Pj/DwcFBmdXR0srKylBaKhcUFc3PzDyMfkCNfV7/q6ekh3Sq/JNVo6zRXV1dPT0/qtxAWFmZoaAjGqM6jGuhQ6uvrU5Nqjx4/srWzbXjS0NXd9azxmYODQ1dXF0I1R0fH4JDgkJAQXz/f+vp6xg4DgqCfoRoOh/P18w0OCQ4kB6alpY2OjYLhdzWpFhwcfGGqCUXC3LxcRaqFhIawOexLoZpILOru7jY0NLwA1aQyaWRUJOjGPGWfGhkZPax5KDelis1hJyYmhoSEIEe+SzVQBbu4uAhFwszMTBtbG/DNeKOotre/5+rq+rjusdL3CKgmEApa21r9/P08PDzsHew9PT3b37SrTzVQ/yLJZmRkZGVlgektKqi2RltLTU319fO1tbO9detWSkoKqF7Vp5q+vn5wSHBwSHBgYGB6evri50WpTHphqkGQbGBwgGBPqH1U29Xd1drWakewS0tLk+vU1QDVZDJpfUO9ubn5k6dPurq7Xr1+ZW1tXfuoVumE1R+lmoeHB8i0oKCgp8+eKq7X/i7VHJ0ckRQqKyuRLpDyivL09HQen8c6YgWSA0G/BaAakUhELnn+vBlQEKGaVCZ91vhMkWq2drZIW02Raj09PYBqtna2QcFBoN4rLS1F7FFNNRwO19X1Vwvy6+pXDAbT0dkB/bpU6+3txePxBqigr6+vp6f3tuOtCqpJJGIdHZ2Ozg6kB3J+fk4F1WAYysrKAokbGxtXVVeJRCJANS8vL7BiTMXM/h+j2kA/iURSOmPH1tY2Ozv7u1SLjYt1c3Pb3dsF71UGyQICAtSkGlJxoKM9ffY0MjIS6YH8SapBMPT+/XssFotQTQbJah/VqkM1YIyNjc3xyfHY+JihoeH4x3E5qkmkktLSUhcXF+SIOlSbmZ3B4/GDg4Pe3t6l90tBBDTVXFxcsrOzf2hfhh+lmmInHlpgtkj/QL/S9/iy5aXcwX3mfnBwMA6HQ88ahWBo9hvV0AcB1Wof1aIPNjY25hfkgxlrKqgGBMOQWCx6+/atmZlZW3sbjBpXA84JetGBANUWAdXIgebm5orPfmGqwTAkEgmbnzfr6urq6+sbGBiEhoYiE+oQaYBqwLD71PvGxsbAksysTKXdjwjVkH+Be3w+h2peXl7DH4ZVux+gGnpupBzVmpoalV44/nHc29v74PCAvk03NTUFRXhpecnFxUVxEhP09zmQLS0vFanm7Ox8dHx0HtUGBwchGPL09CwtLVXazaiaahYWFhOTE8gRqUyKwWAGBgbAvzeOavHx8RaoQFunycWXSiUPax6iux8Rd09ISFBNNRMTk7r6OplMCtJ5/vy5aqq9bn0dGRXJ5f1tzxUul+vn55eRkXGJVFtYXHByclKKcE9Pz5CQEIGAD8MQBMlGRkesrKwUqXYv+569gz2yWdTu3i4yi0lOxsbGVCoVmaINwZBYIi4rKyOTyeho9+/fj42LBTOJL0w1gVCQlJRkamoKypuRkREyoYsv4GdlZapJNdo6DY/HT0xOlJeXW1pacnlcWGH5y6PHjzAY+xcxEwAAIABJREFUDFKe1aEaBEP29vbRMdE2tjZflr6AI2iq5eTmuLi4rHxdUVq6wGxsuYPqUy0iMsLU1FTxcxvMrQBzHPr7+/F4PA01XIou9opUg2Cos6vTyMhI7pLNrU0DA4Pm5ib01AmBUJCYmBgZGYmOGRsXW1JSoj7VYBja3dt1dHKsrKpEU21vfw+DwaSlpUkkYhiGZDJpb2+viYkJoFp+QT4ejwcTT9D6GarBMPTu/TsjIyNk6opi5miMah0dHSQSCSxIUCE1qQbD0M7uTmBgoOJsQDnNzs3aEeyWV/7aNK68ohxQjcfnpaSkFBUVKb1wfWPd09NzdW21v7/f0ckR9Nxu0be8vLyQzn+00FRrbWu1trFGf/x1dHa4u7ufnJ4oUm2bsU0gEACTUlJS7ty5o3R9ggqqra6tGhoaNjU1Is48PTOtr6+PDOffOKotLS9NTE4g4isMlXG4nPiE+OLiYjnUFRcXm5qaghWgSqkmk0mjY6KJRCJYZfL8+XMnJyfVVMsvyI+Kjurt7Z2bn9uibyFz9wsKC5C5OjAMi8ViLpf7Mz2QR8dHrq6uJSUlgF4wDJ2cHIMeyKdPn5qbm/f29Uqlkk9Tn4KDg/X09JTOgTQ0NKyprRGJRatrqykpKVgsVinVUlJSnJydZmZnED+TQbLe3l4ra6vWtlbQdzE7N2tja1P9sFosEV+YahKppLun28bW5kH5AwiGuDyutY11dEz0yekJ84B5//59S0tLBwcHSA2qQTDk7u5OLaOSg8igp1SRaj09PTgcDplFUlZWRiQS37x9M4gKbA5bjmqFRYVGRkbePt5IOmiqLSwuODg43A67PTQ8tL6xDgTq4uOTYxKJNDI6ImeG+lRrbWvV19evrKqUa1JUVFY8rnsMukOfPnuKw+GUrvxFqHbKPkXgfXJ6kpqa6uDgoNi+9PLyCggM2NjcQI5IZdKmpkYLC4ux8TFwBExmQ8+BPI9qYC0RwNXA4IC5uTlYWoOeAxkSEkKwJ0xNfYIgWf9Av7ePt56eHqDazOyMvr7+w5qHwE6JVAJWOP0k1R7WPMRisYODgzMz07R1GrL2DpHGqJaSkuLu7t7T07OwML9F30LKtZyMjY1DQ0ORJacqqCYSCbPuZdk72KMX/CkucDxkHYKREdYR65B1WFNbY2llCagmkUqePH1iR7BDt3KQdWwnpycxsTH1DfWpqakxsTFgGq1AKEhISHByckK6WIQiIchVNNXm5ucI9oSSkhIwvLqxuUEkElNTU/kCvhzVdnZ3EhIS/Pz9GDsMCIY6Oztt7WzRI2TIPBcVVOML+D4+PhGREWBa6Sn7NCsry9TUFBl/0TTVFE380fVqzAOmk5OTYqP43bt3WCwWzC9H6y+qQbKBwQFTU1NDQ0MsFuvn7/fm7RtANegb1eR2kSgtLdXT08NgMAYGBoaGhkQicWNzA4YhNvvUzc3NwMDA2NjYyMgIi8WWV5SDb1LkIxGhGpIaQjXkCKAaqF9et742MTEx+hawWCzYm0cilZDJZH19fSwWi8Ph4uPjwSpsCEU1kAKFQsFgMFgsFo/HV1VXeXp6KqUabZ1269YtxHhHR0fgvpmZmRgMBtzdwMAgJCTkkHUog2TfpdrG36mmq6trYGAAHkFfXz84OBhZBtvR0aGnp4fFYrFYrJ+fX3JyMuichBSotq1AtcKiQgwGo6enB77IFKn2ZemLjY3N8xfPkQR1dXUxGIw+Kqx8XZaj2pelL+QgMnr6PppqYom4tbUVj8fr6+sbfgsJCQl8Af/DyAdHJ0fFbSDUp5pEKklISAAZYmRkZG5uDt54eno66AMUioR5+XlEIlFp2Uao1trWClIAea6np4e0O9ECfVOGhoYgZlpaGgRDR8dHlHAKeF/gvSMjZKqpZm5ujtxUX18/MioSdIHIrVeztLIEiVtZWWXdy8Lj8YBqMkj27NlT4K4gke/OFoFQVENXgn+Oq8EQBEP1DfVID6ShoSHBnjD8YVjpzP4rotr0zDT4t7m5GW2Jt7c3TVmDu6KyAnGAjs4OxXG116AH8gyCYGibsW1tY428LCwWm1+QL9fQARu/gYw1NDQkEAgFhQXIerVD1mEgORBJwcjIKD4hHrmQSqWCIkalUpHO4Y3NDRwOh77pg/IHYM21vYN9y6sWUPnU1dchD2JoaOjm5rZGW0PWq4FBHHBKX1//ZctLkD6bw05OTkbbA7pbIZVUg2BoYXHB2sYaODOoGD9/+YzYDKh23rVq/44gSldNNbFYtL6xrthoFYqEq2uriit16Nt0sFUBqEfm5uc6OzuHPwzzBXy+gL+6tgo6kdgcNm2dhk62qrqKRCJ9WfoCQbIt+tbY+Jinp6evny8Y9WVz2P39/V3dXR2dHWPjY3ITnKBvuw8gA10QDPH4PNo6DV3GtuhbSAeUWCKemp7q6Ozo6Ozo6+tDz6rgcDkDgwMdnR17+3t8AX99488NOwRCwdfVr8j3GpvDBtHA9zjYDkDpe93c2uzu6e7s6gS3Q47PzM6AIwMDA0hWiMSi9Y11dMZyuJyNrU1kRFooEq6urYEIi58XQQ8nSKd/oF9xgKejswM0cVhHLKQ+OmQdojv6RGLRJn0T3UN1yj5tft5sR7BD3EbuoU5OT9zd3VNS/pxszTxgrnxdkRPYKWN17auKobLVtVW5XsF95j54nI7Ojq6uLto6TSwRl1eU+/n5KfYfisSiza0N5KkZOwzwWQrE5XHXaGvHp382rSRSyeSnSSTxbQYdgiGwfE0qkx6fHEdERhQXFyu1c+XrCmiiHR0fDQ0PIYmsbyipPRF/6+7uBtGQD2SBUDA2PgYOIo025L2jS8TB4cHmt/eOuApICmmLHBwerK6tIgWBscPo6ekZGBg4OT0Bzy74lvPoZx8YHNiib0llUrB/B7JwCoIhGSRjHjBBORJLxPRtOnraOmKkVCbt7e0Fq9AgGNrZ3Vn5upKamurt7Y1u0Jz994zNYa/R1tDtY9YRCyxrk7v7Fn0LXX4lUgl9mw7euFAkpK3T0KspOFwOkmxPb4+ZmRkA5+7e7szsTFR0FFh2pqjhD8MgE7boWyCL0M4JNhlBfjWUdcRCsv3T1KfzloXML8x3dHbMzc9JpJLjk2P6Nh35sjxlnyIpjI2PobftODk9WV1bVaxFDw4PkEumZ6ZBfoKcR/fwb9G3kGiIYYBqt2/fRmobuTU5HC6nt7cXnBoZHUHaWytfV+SW4slpb38PXNjT0yO3FvDXoxqCjSvVIevQ2Ni4qakJfdM7d+4QvYnoNtnZ/86uxbxLkSIYfl6Ks0UuSxKppK6+Dlm5pdT4e9n3nJycFMfSrkIRkRFy82suPee3GXRHR8fvThDQsGCV+0BeV+HlC/ipqalg5h6ivv4+Ly8vOapddf5wedzomGj0nsUSqeRB+QM/f7+LJ4v8Fva1vvoLSHFcTQP6Val21TpkHRoYGBQVFyFHaOs0BweHoqIidDQt1eR0dVQD+/ogA9dKjd/Y3KiorFC6a+Klq7yifG5+7kpznsPlDH8Y/qFdKDWgm0k1Hp93584d9LJoCIZiYmNSU1PRzc2roxrydFweNzIyMj4+Hjmyu7dLIpGqqqt+Miu0VFNT9g72KsrmBaFwPqf+uMhuJdekpOQkCwuL+Pj4nJyczMxMb29vLy8v1hELHefsf2fXbueN0tLykh3BbvLT5KWnvH+w7+Pj8/nL52t/Rq1uoKQy6avXr/B4fExsTE5OTk5OTmhoqLOz88eJj+hoZ//VRIFteNJgZGQUFRUFLCH5ktzc3GjrtGvPJc3r8IgVERFRXFKsyZt6eHgsLS9p7Ha/TFsNhiEOh/3k6ZN72fcyMzOz7mU9rnuMbNClbaudp+OT456eHsUZ2z+vk9OTwXeDSG/SVRj/S+f8tRh/c9pqEAxxedy3b99mfgtFxUVgYAkdRwNtNVB1tLa1ZudkA0vKK8oXPy8qXYV94Zz/VSQQCsY/ji8sLmjS+IHBARXDEJffVlP6qq4dYOdJJpPy+Twen8fn89DDaVqqXbu0xt8E428U1YB4fB6Q0p9J0wzVgAQCPrBEadXxm1DtBhr/u1Ptu9JSTWv872z8DaSaammSapeeFf8Yt7lmSy4mNalmamr6/7QBFdA/D/Zb+ZnW+F9IWqopzxYt1X4R46+Wav/5z3/+/e9//0sbUOH39DOt8b+QtFS7CTn/y+nmGH+1VLsKKvzxxx9XkazGwu/pZ/9g4xcWF+bm5+TGeK7IeBkkm5qeioyKJAeRM7Oy0CuIlWp6ZjomNua8pfo3MOcnP02mpqYq3T9MXeMvg2onpycjoyNKdy+EYOjL0peo6Ci5XYouRb+Kz//zjFdt//epdh6W1MTVj1LtD4XwQ5dfepDLr43NDbl91m+Cn8kg2fLK8szsjOr95q/LyW6UQkNDAwIC5LYguSLjWUcsHx8fHx+fkpKS1rZWuR0i2Bz24LtBOmox3/uh99bW1j+66g4Y39Xdhd4BRDMCP8+rdBqImurq7kLv2nMxTX6a1NHRAR8NPD7v/dB7ZKMs6NtPE4BNYi9Xv4rP//OMV23/xammZlB9udzZm4AxuSCXX03NTejdEW+In0mkkvLy8sSkRPTuXzfHyW6UpmemP0190kxbjbHD0NfXB1tGKWqNtmZHsENvkPYzVNPR0UG23NSYfp5qOjo6yE8OXVisI9bAwADY12pnd8fJ2SkpKQk5q6XaP8941fbfOKr9zL2uIsjlV1OTlmqXbPxN0BUZv83Y1tHRmZqaUnpWSzXokqiGlpZqv4Pxqu2/TqoptsxuONWGPwxHRf9/9s6zr4mta/jP82HuTwAiLUCoIQmkUEOoUqSEDtJEpEgvShNCVyxUAStVlKI06QQIvZNeJtfz9nmxdJ85SYiIHD3cl/zWCzKzZ+81a/be/9ll1uIYGBhwuVwulwueZ6Uy6cyXmaZHj7hcbkNj48eRj2c56l3n81taW+Babg13aXkZU2ENjQ1dXV1Hx0fj4+MDg4OYCpNIJZ8+f2p+0gzJBgcHIUOFUrG1vfX23Vvut7/aulqI31ZVVRUYGOji4lJdXc3lcsErsVQm/TL7paGxARIPDA5oDQZ4cnry4cOHuvo6lO3bd1o8tvX397989XJjc2NwcLC+of7Z82e8VR46KxAKPo585NZwuVxufUP9+KdxmVy2s7vzuPkxcpelUCrmFxbUYjs8e/4MhaAD2d3bbWhswPtRXV1bffT4EbgkPhWc9g/019XXcWu4jU2NCADvet91dXWJJeKZLzM9L3sgn56eHrytwAnvp8+fOjs7wemtTC6bnZt9+uwpt4ZbV183MDCAvGGNjY89b3m+vLI8Ojba0NjQ/KT5rIkyiVQyPTP9uPkx3Pv79+/hee3u7RYWFerp6d1Nv8vlcl++eomvGNs727m5uWZmZnFxcVwut/lJ8+HRIVBt6P3QxOTEk6dPGhobRsdG0VOTyqTTM9OPHj/i1nBBamtrD48Oeau8mtoaPT29iMgILpf7uPmx2gKeVCZ99PjR0tLS1PTU02dPGxrq8aPVjo6OkdGRU8Hp6Njox5GPkH74w3BjUxPkNj8/jz6dlsll45/G6xu+VqqEhAREteEPw1wuF2+Wl69eotUssUQ8MjqCHkdXV9fGxkZjU6Oenp6fnx88IN7q32ZQnz572tnZiW7/4PDgw8cPK7yvtU6JKT+OfOzo6JAr5Jtbm1wu91RwenJ6Ul1dbWlp6erqCiba2t4CqvX29U7PTLe2tnJruINDg5fi9uxKg+FKK69b/8tZV8PzSY1V+OUxHae0XqtZotYEmotwav9rVfuceuLt09XV5e/vb2BgkJefl5ef9/r1a4VS8ebtGwaDcTv1dl5+3t30u9Y21tXcas231/X19TBOGNWBmnUvKy8/Lz8/H3pJc3Nze7J9bFysHcmuqLhIJpdxuVwGg5GYmJiXn5d2N43BYLx89VKJKbd3tuPi41xdXaH0vPw8IyMjeD3Pyc3x9PSk0+m5ebl5+XkTkxOYCnvX+47NZienJOfl591OvU2lUiFKhZqUlpY6OztnZGZAnjY2NigWBl6Sk5MdHR1v3LgRHhGel5/n7Ozs5+cHpJHJZQ+rHrLZbCg9jBNmR7J7++7t6toamUJGjiLFEjEnnEMgEFDnfnxybGtniwLmgmzvbFtZWeGDTZeVl9Hp9PmFeUyFZWZlsliszKzM3LzckJAQBoMB0a3i4uOcnZ3TM9JpNFpsbKxAKMjJyWGz2chWRUVFQLXyinK0rjY0NMRkMmNiY/Ly8u6k3XF0dMzMzATglZaWWlpa3rhx4+bNm3n5eQEBAUwmUzNaqUKp6OrudnR0TEpOAjuT7Ekl90vEEvHm1mbqnVQ9Pb3YuNi8/Lxnz5/h3dLzN/jJycmmpqYhISF5+XkVlRV7+3vvet8RCISAgICAgICse1khoSFW1lbImfLrN68ZDEZ0dDTckYeHh6Gh4fLy8sLiQkFBgZ6eXkBgQF5+Xll52fr63xxvCoQCU1NTf39/FxeXtLtpN2/etLK2gkBFmArz9PT09/dPSkqysrYquV8ikUruP7jPZDLT0tLy8vNiY2NdXV1RALD29nZbO9uAgICc3Jy8/DwOh4Oodi/7np6eHir0VHAaGhpaX1+PqTCJVFJXX29mZhYfHw/Kt7S2rK2tlZaV6unpeXh4wANS2yYTExPj5uaG3PC3d7SbmpomJCTAT7lCHn/rVmxsrFQm/bqutrl5eHRYWFhobm5Op9OhoHX+OlDN74afn59fRmZGfHw8gUB49vyZmpeTy+1Y//1ypZXXrf+lUU3HKd0/tSLqRzXRjcbvEk7HKbx9ZHJZbW2toaGhVCaVyqQyuez45Phm8M2HDx+KJWKpTCqWiN/1vqPRaJobrhoaGkxNTTc2NyRSCVwOjcrc3NzMzCzrXtY6ny+WiCcmJ8gUcn1DvUgsksqkQpHwdurtzKxMuULe2tpKsiet8FbgcqlMiqgmEouKioqiY6JBDZiHdHJyqqysFIqEoFhEZASbzVbTaoW3Ym5u/uTpE6QVm80+i2oWFhYvX70UCAVSmXRpecnY2BgwubO7Q6fT+/r7IJPNrU0rK6uU2ylyhdzJyQkFxDoVnNrY2ujp6aHAnq/fvFYLGIapMIFQ4O/vX1hYiI64s9x9/XxFYlFff5+tnS0UJJFKvsx+YTAY4BU+Lj7u2rVr8fHx0zPTp4JT3iqP6kAd/jCMbIXMgqeam5tbyu2Uo+MjmVwmlohbWlsIBAIMVUtLS42NjSsqKo6Oj+Cm7OzsMrMy1cwikUoYDEZ+fj6yc0Njg62d7cjoiEKpWOGt6OnpDQ8PQ23B7+VRKBWzc7Mke1JLawuop8SU73rf6evr5+bmHp8cS6SS/YN9AoGAAqbY2NokJiUdHh1C+ry8PKCaElNKZVI9Pb3Gpkb8neJNqq+vHx8fv7e/J5aI9w/2KVSKu7s7AMPT09Pc3LyouGh1bVUkFkEU45bWFqhLB4cHcXFxHh4emAo7PDpksVh+fn6nglN41l1dXeeh2tT0FI1Gy83LhVoN1lAoFTK5TE9PLzcvV6vaTY+aSPYk2Pchk8uKS4r19fXtSHaw11Emlzk6OlZUVCiUCkQ1iD7o4OgQExOD8gSqeXp5bm5tiiVikVgUERkREhKiFpLpcjvWf79caeV16/8rqHb+C9FBzeHXOTXR+vOyqIZprKvt7O44ODioRUa1sbVRm8QTS8Tp6enxf/dfDmJubn7jxg30nB43PzYyMkIv9fsH+76+vg8fPlQoFfHx8Sm3U/CzWIhqmutqc/Nztra2Hz9+xFQYhAp0d3dPSExQK728opzBYEDweBBPT8+zqBYWFoaPsGpkZNT0qAlTYS2tLS4uLkvLS6DJ8IdhAoFQXl6OqbCMzAyqAxV6vbHxMXd3dzc3t9vfYoJkZ2d7eHiohaSSyqT5Bfk3b96En4dHhyYmJnn5eZgKS72T6uDowN/cwFSYQql4++6tjY1NR0cHpsLi4uP8/P6KXbm6tkqn01+/ea35Po6oBiMYWNaCFiISiwwMDCofVmIqrLS0lMlkwgARhEKlpN5JVctt/2CfSCS+f/9XSAShSGhsbAwjoZ9fV+OEc2743wDrmZqatrW3oVOFhYVAte+uqwmEAmtra/y2wLKyMhKJBPHGPD09CwoL0KmSkhJ9fX38LvmGhgZDQ0OhSDg5NWlPtsfXbfy6mg6q9fT0GBgYaIZaxHSuq62tr6EHdHxyzAnn3Mu+Z2ZmBlMRR8dHRkZGb96+wdAeyM1N7Hzras1PmgODAlHU6QvLlQbDlVZet/7/RqqpJT6LSTpK1zHNqDWZjltQs5ca1Ta3Nslkstpog06n47sq7BvVUrVFklWjWuXDSj09vZJvf5FRkW5ubhOTE0pM6e3tnZ2TjZ/b1EG1zxOfCQRCUnJSSUlJUVFReES4u7u7ZrzyhMQEV1dX/CLWBahWUlJiZWV1N/1uSUlJfn4+m8329PRcWl7CVFhLa4uNjQ3MtRYUFsTFxZWWlVpbW2MqTCqT0ul0fO+DpLu729bOFjrWgcEBQ0ND6JLi4+PNzc0zMjNKSkoKCgpYLFZwcDD0TWpUEwgFmVmZTCYzPz+/rq6uu7sbsRNRbWFxwczMrKenG99CYKiEnZtqk1OT1tbW8PaAxMDAoLa2FrtUqrW2tRKJRPx2yp+hWm1trW6q4S9vfvLE2Nh4ZWVl/NO4nZ0dXr1zUu1F1ws9PT2tn7Xp3i1ia2dbWlYqV8jX+XxnZ+ep6Sl7sv2z588wFdbZ2UmhUoBwf6j236a8bv0vc13tnAOsX0k13Sl1ZwL/qNlLjWq7e7tMJhMfnB5TYWQyubevF3/kR6mWmZUJUs2t3treggFHXFzcD1HNxMQkKjoK8mlobIDQxmqll5aVXgrVLC0tbyXcgrKePX+GMlxbXyMQCLByRqFQyivKx8bH9PT0eKuri0tLBAKh+UmzZlkTkxMwf4ipsPKKcgMDA7jr+Ph4S0vLzKyszKyse9n3nj1/hj47U6OaElMeHR+VlpW6ubkRCAQCgeDn5weJEdVkcpmZmVl3Tw++hVy/fh22PJyTaqeCU02qoUHVJVJtZHTE1NS0vaMdnfrFVIN9Ir+Yardu3UpMTBSKhP0D/d7e3lvbW4lJSfey72Eq7E5amq+vL0yi/qHaf5vyuvW/tK+wNXl21uW/gGo6cjvnqfNTzdPTc2p6Cp/Gzc2tf6Aff0QsEd9NT09OSdF8AHiqYf9Rcbnca9euad2smJySfC/7HqKaQqnQQbWp6Sk7O7uxsTHNfPBSW1vr4uKCtswpMaVuqp1oo1pFZYWLi8vi8pLWImxsbWpqahYWF0xMTEbHRkVi0fXr1zs6Ol69emVsbKwWXR5k/2Dfx9enuKRYrpDfunUrJDQEjicmJbq6umpd5Fejmpq8ev3a0NCwvqEe+/u6GoFA6OruAsuDSa9fv15XV4edm2piidjS0vLDhw/oiEKpQPNml0i1qekpExMTtMUD+zmqVVVV2ZPtYaCjlWp4I8OsOKbCgGqjY6OotvT09JxFtZPTk5CQEKBaV1eXvr4+frMMEt1Ua37S7OXltX+wn5ubm56RLpaInz1/Fhoaun+wz2AwUEjSb1TbwP5Q7b9Ded36XybVznn5/wKqobfO/YN9Nzc3/GrH0tKSra0tvpvDYK0oP9/V1VVzb6Qa1d71vlPrJZEUlxRHRkXCjmSZXDb8YViNapFRkYhqJ6cnRCKxrb1dt7eRV69fUR2oM19mMBWmUCoWlxZpNNqPUm16ZprqQIUuUlMioyJT76TW1tVaWVlBMDZfP9+76XeLioqsrK3O+tQpIzODwWBsbm36+Pp0vuiEg3X1dVQHKm+Np5leN9WEIiGBQIBZQTzVbO1sKyor5Ao5UG3my4yhoeHTZ0+xH6Gaja3N85bnyM7jn8YtLCxev3mNIaqN/RzVbtyAmnb9+vWv2qqw45PjmNiYi1FNLBEHBQU5Ozvv7e9hGlSrr6/X19eHKoGpMIlUUlBQYGVlhamwlZUVGo1WUVEBp0RiUX5+PqLag9IHBgYGCBXDH4apDlSgWl9/H4FA0Po1um6qjY6N2tjYrG+ss1isxqZGTIWtrK64ubkNvR+6du1aNbcakgHVNrZ+hGqBf6h2hZXXrf8VoBr+f63pzzNA1J2D5iVnUa21rdXY2Lirq2t2bnZzaxPaPIPBGBwanJ2b/Tjy0cPDIygoSK3BKDHly5cvLS0t76SlTUxOzM7Nzs7NwUqPGtUODg/YbLazs3Nvb+/s3Ozs3OzE5ATE/BwcHLS2sX72/NnU9FRFRQWbzTYwMCgtK8VUmEKp4HK5tna2IyMjs3OzO7s7SkwZGRXJYrF6+77mM/xhWLMZnwpOrW2s0zPSp6anurq7/P39jY2N3d3dNSuKDqqJxKKbN29Gx0TPfJmBst68fYOCBNbV1Tk5Obm6ukZERMCRxqZGqgOVyWSGR4SfVS+7urquXbuWmZVpR7JDam9tb9nY2iQlJ32e+AwFoR3nalQ7FZwODg1Oz0xDsmputYmJCXwDgKfag9IHZAq580Xn7Nzc0NCQt7c3yZ4EfqfOSTW5Qp6ZmUmj0eB59fX1OTs7s1gsmIPVPVbjrfIYDEbqndTZudmFxQXYQHsW1TAV5uvr6+TkNDg0+P79+4jICDuSHZ5qFhYWd+7cmZ6ZXlxcVBsVCYQCIpH4vOX57Nzs9Mx0RWWFiYlJcUkxvAOpUW1za5NAIASHBH/4+GF2bralpYVMIZeWlmIqTCaXBYcE25HsOjs7X71+FRQUZG1tjaj25s0bAoGQkZkxMTkBhjU0NASqbWxueHp6kuxJr16/gieCpgcsrSzDI8InJifm5udQBFokyyvLdDo9PSPdxtYGvqU7OT1hs9nBIcEGBgbwwSiGqLa5gamww6NDJpPp6uoKDU0gFPyh2v8+5XXrfy6qaV0zO2sG8luiMwdYZy2KjqP9AAAgAElEQVTI6SjrrPQ6ijgrk7NOnZNqYonY09MTlmrgffDo+CghIYHw7c/NzQ1al5pIpJL8/HyUzMzM7NXr15gKozpQw8O/de7/UWEqbG19zZ5sj1I6ODjAW7ZQJLx37565uTmBQLhx48b0zDSBQCgqKoJrF5cWkWIl90tkchl/g+/j44MvsampSVOx7p5uKysrAoFAppA7X7zw8fGh0WiayTIyM+Li405x367a2trCuj2mwqZnpp1dnPFlIR6MfxonEolEIhGNaDe3NuEIfj5NTTY2NyBNYGAgfjzXP9BPoVBQQShU0J20O2GcMJRsdW3VxcUFr09rWyucqqmpCQkJgR7t8PAw5XaKhYUFJGMymWg7aFV1lbe3N/4LKhaLlZ2dranq5tZmRGSEmZkZZOLi4gIfxmHfo5pcIS8vL4fSnZyclleWBwYHmEwmfkI7/lY8qh5z8/N0Op1AIFhZWZWWlTY/abaysuLxeNC8a2pqQAEajaa20As7+42NjZFB4uPj0WfIN2/eLCsrw6dfWFig0WiQkkgkZmZlIkzOz89D5TQ3N7+dervpUZOXlxd6QKmpqXCVk5NTZ2dnbFws+kRy/NO4o6MjUgC90LS1t4HprKys1ObtMRUG3xUQiUQWiwWPTCKVZGZlEolEGxsb9OY0Nj5GJBLRl21t7W2ooM8Tn0fHRul0On6rVFt7W2RU5J+d/b9dh39I/8vx2X/+0dKV+9M0mUgs4vF4PB4PTy/etz/dM36bW5srPN4Kj8db5eF3XnyVb8/pVHC6wlsBwfvhlcqka+tra+trsL9/c2sT3zLBzcQKb+Xg8ADUODk9WV1b1cwHLwqlYnt3Z4W3AmPHvYN91Cn/kKDSV3grP/8WrEOOjo+QcbRuFkc2/O69g6zz10Hzs5y+n0fQveNXpHRTDR7oOn99hbeyzl8/j+f7o+OjFR4PbudUcLrC40llUmjeUpl0Y3ODx+Oh6oFEIBRYWlp2dnZCFeVv8L/rWU0sEa+tr0FitVVegVDA4/HOsjyPx1vnr2tdGBaJRTweVP8V/FLu9s42j7fCW+Vdir8PENTQznL0cylypcFwpZXXrf9lUO3//J//q8awsyf6rtzfL31UV7qe/VFeQ75LtUuR73ZPX9fVvrd16LeI6v9d4WpzpcFwpZXXrf8/MlbTsXx15f5+6aO60vXsj/Iass5fJ9mTNP1sXa78odpvk//8bgV+xvJXusGen2rm5uYX6/q/ux52Rf/+53/+55c+qitdz/4oryFb21v+/v541y3/hHy3exKKhL6+vv9E2MxLUP5qU+0KK//fQrWL3a1CqVhdXe3u7m5rb2trb+vu7t7Y0LJd4tfIlQ4Y/6eR/C+zvFQmXVxa/JnlukuxvEKp0NwY+S+RP1T7bZa/ysrr1v8SqPavkj9U+11ypavNH8v/NuX/UO13Wf4qK69b/z9U+zfJVbb8la42fyz/25T/Q7XfZfmrrLxu/f9Q7d8kV9nyV7ra/LH8b1P+D9V+l+WvsvK69f9DtX+TXGXLX23lr7Jc6Qb7h2q/zfJXWXnd+l8m1YqLi0NDQ9EH/3iZnJq0srIC1+abW5s9L3sgmUKpgOCEKOXxyXFbe5uOr2t1y3eptn+wr6enp+nFAFNhYok4Pj7e0NCQSCRqDRt9ToE70v05tna5IvVsbn4O7/ryXe87kj3JzMzM0tISU2GfJz4PDAxcOHNvb++76XcxFaZQKmLjYqNjos/zeTIS/gbfy8sLHuJXz8UXsjyE4hRLxPjnyGazk5OThZf3sfD5hepAdXFx0Xrq9ZvX169fB2cu+wf7PT094ODx90puXq6Xl9fGBl93MjzV5Aq5SCw6T4jqF10vrl+/rhY7+zyiUCpEYpHWj8RBjo6PXF1djYyMLC0tu7q7VngrHZ0dZ3ohOaPBKjElBLb97U9Bl+WvSG9zAf1/A9Xevntra2sLTvl2dnfKyssg9B/I/MK8np7el9kvF9PhZ6j29NlTc3Pz0rLSoaEh5PvgAlJaVvrq9asLxY+/GvWsvLwceWc/PjmmUCn+/v4vX70Ep8zpGene3t4XzvwnqVZeUW5hYdHY1DgwMKDbpcjfRBvV+vr6HpQ+wJf+76fa54nPtra2/4ZP0y5AtYXFhdzcXB5v5buZX5hq+wf7OTk5+PAFapKVlUWyJ1VXVw8PD+/s7jx5+sTY2FgtKMdfckZXKZaIG5saW1pbfvtT0GX5P1Q7j5yTascnx19mv8A+46XlJVdX15KSEpRSJBZNTk1e2M/Nz1AtKSnJycnp5/dhOzs7FxQU6HgfvMBz+lfJ9s42vJRgKmxhccHAwKC8ohwpz9/gL50RleY88pNUy8jM8PDw+OFytVENAoWLcBvi//1UE4qEX2a/XKLrqQvLBag2MDhgaWl5VogDvFyYarxVnoWFBfJfqikBAQGhoaFomLV/sD89M33mRxFnNFiBQBAWFpacnPzbn4Iuy1+R3uYC+p+LajK5TCgSgqhNEUhlUnQqLy8PTzWFUoFOjYyOIKpBbnKFXIkpZ77MODs75+fnQzKFUgFX4f3UiSViOCuWiNFxlEyJKSEBUARPNYlUghSQSCWgtlaqQSYxMTHOzs6QHt0j/gbxNw5zp+iUVCZVKBVyhVwoEjKZzJycnOPjY9AKDuKvhQvR/8BRhVKB2pISU4rEIqHwa87oQsgK/WkFJ8yxoDRwORwEJaF0iVSiNkcqlogFQqFAKBSJRXj7gwXgFGgITxD+mZicuHbtWmlZKdgBzI5/Kfl6L98qD8r56718O47uRSvVNCcDNesJ3MKdtDtsNhtVJ+zbdBBYQ+2u0XORK+RqxhSJRfcf3KfRaAcH+0KhAC5EVJPKpEKhQO0FCCYthSKhUChQsyHemHBKJpcJhUKRWIT0Aavi1cBbEqiGHh++LeCpplbZUOsA0awwqAgoHYysxJSoyatd8rV2/b3ao/tSYkqoxkpMqUY1sAyqzKhZiSVi0FYml715+4ZIJA4ODUKV0DGHj6iG2ji6ZbAAvtXAvYBuc/NzFhYWTY+aoD5o3pqfn19YWBiclSvkeHuiBwRPQaFUYP9RyRXyvxrkt5Q7uzvBwcG3bt3S0U5/u/xXU21hcaGisiIqOorD4XA4nKSkJBQpY52/XlpWyvn25+joiKgmFAm7uroiIiPglI+PD6La54nPSUlJPN6KXCH39/cnEAiOjo6QbP9gn89f53A46+trmAqTK+SjY6Pp6XfhbHr63d7eXuhYt3e2U1NvDw8Pt7e3302/y+FwioqKlleWgWpSmXR0bPRe9j2kW3ZONqitlWoisai6utqOZEcgECD9ysoKpsLm5ueKS4pRJs9bnkOwDIlUMjAwkJ6Rjk4VFBQsLC5sbm2GR4SbmZlRHaihoaGxsbGjo6O8Vd6tW7fwbpPKK8o54Rz4v6y8rLCwkL/Bf/T4UX5+PijT2tYaFxfH4XA44ZzikmL+Bl+JKY+PjxubGpFJo2Oi8TO3SF6/eZ2QkIAUg8jOh4eHWVlZzU+au3u676Td4YRz8vLyFpcWoeOQK+SDg4Opd1LhksTExKGhIZlcpsSU/A1+yf0STvhfFsBU2IcPHyAG2+eJz6Ghofr6+gwGA9JgKuxx82O4EXgQHR3tX++Fw7mXfQ8cq29tbzU0NqB7SUxK7P62BqaVauOfxrNzsvH+oBcWFzKzMvFRvDEVVldfR6aQLSwsINuNzQ2FUvHp86d7977WhHv37uHjVsfFxQ0PD3+e+Hz//v2hoSF8VkVFRXQ63dTUNCQkhMPhND9plsqkbDY7IjKi80VnYVEhh8NJu5uGH1gsLi0WFBaER4RzOJzY2NjWtlbNUWZ3T/e9e/cGBwfLy8s5HE5CQgKKOjY8PBwdE42f7Kqvry8sLIT/qQ5UqgO1s7MzOSWZw+EkpyRDZBbs71RbWVlOSkpaXFwAA05MTty9m4Yqg6bvrvqG+tTU29Mz01VVVZxwTnr63YHBgZWV5crKyujoaA6HU1NTA26vMRV2dHzU2dmZlJT4NbtwDpfLhWnet+/epqXd4fFWXrx4UV1dfXJ6gqeaRCp5+uxpTEzM7NwspsLW1tcgHCCHw4mKjnr0+NGp4HRqesrT09PQ0NDb25vD4UCM0LO6rRddLwwMDJqfNOfl5XHCOdEx0c1PmiH94uJCUlISPpbb6Ogoh8ORyWW8VV50TPT169ddXV3hDvB5npycFBYWWlpZWltbw9m19bXZudlbt27xVnmYCnv//n10TPT79+9fv3l9O/X25tbm3v5eTU0NMm90TPTw8DCmwkJCQqytre1IdnB8fHz8PN30L5b/Xqqt8FYCAwNZLFZPT/fg0ODg0CCVSoWdFKeC0/SMdAqV0tDYMDg0+ObtG39/f0S1t+/e2tjaZGVlwVX5+fma62pKTPns+TMKlRIXFwfJxBIxfl1t/NM4g8GIiYmBsxmZGfb29r29vUpMyeOtkClkBwcHLy+v1rbWltYWU1PTlJQUGC6MjI5QqdSUlGS4sKGxwdjYGKJBaqWaTC6bnZv19/enUClwycnpCX+DHxQU5Ofn193dPTg0WFtXa2ZmBtEg3757a0+2z8/PR3dnZGT09u1boUg4NDREoVBiYmL6+vtgan5qeopIJOLDO4WHh1+7dg3+54RzrK2tfX19iURiUXERpsIqKiqIRGJ1dfXg0GBXdxeLxcrPz5cr5D0ve2xsbJ49fwaFdr7oHP+k3lr4fD7JnpSTkzMwODA4NPiu9x3smNja3nJxcbG2tvbw8Gh61NTzsofFYkVFRUFHMDQ0RLInZWRkvOt9Nzg0GBMTw2KxwP18fHw8kUjMyclpftI8ODQIzp/aO9pNTU0xFba3v/fs+bNr166l3E4BrbC/r6txa7hEIjE6Orq+oX5waPDT50/wgGJiYtzd3Ts7O+AqOzu75JSv0zVaqTY1PWVPtscvdpZXlIdxwtSW8efm5zgcDpPJhGyFIuHa+hqDwQD1evt609LS7Eh2g4ODkN7Q0NDT05PqQHV3d0eQAJmYnEhKTiLZk96+ezs4NLi0vKRQKthstpmZmbu7+5OnT7p7ut3c3ChUCmglFAn9/f1Dw0LfvnvbP9Cfm5trZWWluWumorLC1NSUyWTeu3fv7bu3UVFRKKBaS2uLiYlJb18vSpySkuLr6wv/Ux2oRkZGYZywR48fvet9FxoaSqFSIDbCWetq6/x1JpPp4eFRU1vT09MzODSouQkrJSXZyMjIy8urqLior78vNjbW1tbW1dX1zp3UN2/fND9pJhKJjx4/kivkEqmkorLC2toaHuXg0GBVVZWTkxNEM6+rq7OwsPDw8LC1tc0vyD8VnOKp9nniM9WBWlBQIBKLDo8O/fz83NzcOjo7BocG6+rrbGxs3rx9c3B4UFlZSSAQampqBocGx8bHdKxMv+h6oa+vz2Qyi0uK+wf68/Pzra2t29raMBU2OjZqa2vb0NCAT6ynpyeVSU8Fpy9evCAQCNnZ2ai6IpHKpBOTE66url5eXnBWIBS8H35PJBLhVeN5y3MDAwM3NzdLS8vomOjtne3KykoDA4OW1hZI39XdBdFW37x9w2azg4KC4PgPrO/+O6hwJeSCVFMoFQ2NDRYWFvhofq6urkC15ZVle7L9mzd/DRfw62rx8fEJCQloSu2s3SJLGutqiGpyhby8otzR0RGvW3BwcFJyklgiXuGtkCnkqKgodIrL5bq5ucFbVXx8vI+Pj0AgQKXrphrIrVu30NKFElO2d7RTqVR070pMaW1jXVtXq1Aq3N3dY2Ji0Kn2jnagGvxUW1f7LtXMzc3LK8pFIpHqP6r5hXkKlZKXl4ceQXV1dUhoiFQmTU5ODg0NPT3ViF+Dk4rKCkeaIwpkjASoRiaTt7e34V5evnppaGi4zl8XS8Spd1KDQ4JR4onJCUtLy0+fP+3t7+nr61dVV6lNpiGqYSpsbn7OwMDgYdVDVG0Q1XZ2d6gOVH9/f7WX7o8jHy0tLVHIR0yFOdIcdVONv8H39vbu6nqBLvH09MzO0RLtLCMzA79XhcvlslgsfGwdR0fHqOgoqJn6+vpeXl6jY6PnX1fz8vJCcbzevnt7/fr1V69fgU0YDAZ08ZgKm52bJZFIlZWVmg+IZE9CuxW+zH6xtbXNyMjAzkE1/KLvyMiIHckOgl+fRbX7D+47OjrqXnxKSUk2MzN79eoV/Pzw4YONrQ0EgwWJjY2NiIw4FZzy+etkCrm8vBydGh4exlNNX1+/oKAA9eCIahKpJDIqMjAwECgFcXfn5mYh2cHhgYeHR1VVFYbW1c4R4gDGasiz5e7ebnBwMJPJxFTY6OiZVMPOt66GwttiKkyNateuXQvjhEEnc3h4GBwS7OPjo5nJn3W136u/FqqhFi6WiNPupqkFLEZUm5qesiPZrfPX0Sk81ZydnZ88fYJmxi9ANZFIlJSUpFYzamtrvby8Tk5OgGooFCSmwvr6+xDVHBwcSstK0bveBagmlUlzcnNiY2Php0Qq6e3tNTMze/P2zang1MDAoKamBl34k1TDx8Lu7eu1tLSEzYSYCltbX7t582ZRUZFcIS8oKHB1dZ2dm0UzQprS3tFuZWXV3tF+8PcIZ0A1/KOcnZul0Wi9fb0bmxve3t4ogOfJ6Ul2TjaLxeKt8oaHh2GdQ7MUTaphGlT7OPLRyspKM1RpTm4Om83m4/YRfJdqIrEoMTExKTkJ0hyfHJuYmLR3tGtaQI1q0dHRsXGxJziL3b59G8XCNjMz6+7pxlRanK8jqgk1dougvRjzC/OIasHBwUFBQfDQJVJJY1OjhYWF5mC6orLC29sb//LOYDACAwOxc1ANv1tkZ3eHzWbfSbuDnU01Ly+viMgI3R/JJKck0+h/BYn9MvuFzqB3dHTgzRUSEnJ8cvx54rOhoSH+hUmNajQaDR9XLzcv19XV9f379/UN9XQ6/dPnT9Ab3E2/izbQyuSyofdDNrY20B5/iGpqu0Wyc7Ih23+UaiYmJn39fXBKJBbF34onU8i8VR6s26GrBILTP1T7jfrroppAeBodE632bPBUo1Ap+L5JjWp45FyMaomJiRejmomJSW1tLRphXJhqFColMTExMTExJibG3t6+oKDg4PBgcWnRyMjocfNjdOElUq3zRSeBQAgOCYZyvby8wjhh8wvzSkz56fMnCpXCYrFCw0JTbqfUN9RrLjwIRUIWi0WmkAMDA5OSk8rKy3Z3dzBtVIPHh6jm4+MDJYaGhTo4OLS1t0mkkuHhYSsrK4RY/P3+DNUioyJ9fX3xPft3qYapsLq6Ols7W0jz8tVLKysrrb7wv0u11NTUf4hqtra2qLZ4eHg8fPhQc11NK9VCw0KxC1ENRqs6qBYTG4OfaNEUrVQrryhHRxDVXr95TSQSUYhz7BxUMzY2huDdJfdLkCmAaomJiQkJCbFxsc7Oztk52dBpXC2qgeUNDQ09PDzCI8ITEhJaWlugpv2h2u/VXxfVJFLJvex7v4tqEqkkOztbk2phYWECgUA31ZycnAoLCxFXLky1wMDAwW9/m1ubkKFCqdDX1698+Nfk0qVTrb6hHgqdnJpE2/YUSsX8wnxZeVlMTIyLi4uxsTEiAV52d3camxoTkxLZbLaFhYW7uzumjWqfPn+ysbFBVCssLER3ivbv/UNUKy0tvQDVRkZHLCwsYLtBekY6k8nUuslQjWr3su+pUS05JfkfohqLxQIDfvj4YWd3R+uykFaqJSUlYRei2sOqh9ivotr8wry+vj5+M8t3qUan09va2ry9vUNCQ9DWaKDa4ODg0NDQ0NDQ2voa7EvCriDVlJhyaXmpsLAwKirKzc3N0NCwsrJSrpD/odrv1f87VMvNzY2Pj8efZTKZiGokexJ+xSInJwdRzdXVtflJMxqVj42PXYxqcXFx+NLLK8rDI8KFQqFuqrm5ueGpNjY+dgGqFRQUxMTGaLUa7GVHvWpLa4tuqllYWAwMft04oFAqOBzOWVR7+eqlubk57KTSIVKZNCYmxp5sr2OfmEKpqKuvMzIy+jzxWZNqIyMjRCJxdGx0a3vLz89PazsfGx+zsLC48Azk2PiYtbV1VXWV2uWVDyu9vb3R6pRMLnNwdPgu1Q6PDu3J9jU1NRKpxNXVFS09qoka1bJzsqOio45xs3AxMTE+Pj77+3vYpVItPCI8MDDwu3u41agmlogdaY6pd1IxDaoplIqkpKSzqMbf4Lu7u8OEwVlU8/Pzu9gMpFaqLS4tXrt2Df/9cl9fn26qeXl58Tf48wvzVAdqW3sb9Aa5ebnXrl1DhtLyvdqPU00ml91Nv8tgMKDW4ammxJQdnR3/ENXUqk10dHRcfNzJyfGVoNpV8WR0lvwo1b7+o1Aqautq6XQ6dJ1SmbSltcXY2BiotrS8RLInQacgk8s+T3ym0+mIalFRUbdu3YI1+c2tzeSU5AvsFqmurqZSqTs7O3BKLBF7e3tnZmZKpBLdVIuKioqJiQG1d/d2b6fe/lGqKZSKR48f0Wg0rZ0Ck8mMi4uDjebbO9uxsbE6qLaxuWFkZNTY1AjZwsbOs6i2uLRIdaDC9gHdEh8f7+bmprsbffT4kZGREW+Vp0Y1JaasfFhpbW19Kjg5FZzcunULfWmAl8OjAzMzM/wKJcg5qba5tUmhUnx9ffE78jEV1j/QT6FSYOOfVCZ9+eqlhYXFd6mGqbDwiPDgkOAvs1/syfafPn/SestqVGt+0kyn05e+fRW+u7drbWMdHhEONfMSqcblcplM5ne/C1aj2uDgIJFIbH7SjKmw9+/fGxoaQj2BCWd3d3etVFNiylevX9nY2uzs7mBnUy0/P9/B0UFz6xBezk+1tfU1O5IdbOuAWh3GCTsP1WDHk7u7O5zt7Ow0Njae/bZbRDfVdnZ3mh41aQ431ai2urbq4eGRnZ2NqbCl5SUKlYKq097ebmxsrBrVamtrzzLIz1AtKTkp9U6qSCz6Q7VfIBekGqbCxj+NkynkME5YTU1NSGiIja2NpaUlDINOTk/i4uJI9qTyivKEhAQrKysGg4Go1tHZaWJikpmVCZ+yMhgMrVTb3tn28/OzI9k1NDQ0NDQIBAL8zv65+Tk6ne7s7FxVVdXQ0ODr62tPth8eHlZiSt1Ue/Gi08TEpKi4qKKywsPDg8Fg/CjVMBU2PTNNo9FcXFwavv3V1NSAh736hnojI6Ose1mVDysZDIajoyOeamGcMAaDweVyHzc/XuGtKJQKNzc3Nze3qqqqzKxMBoNBJBLPoppcIU9OSTYzMyssKoRC7z+4Dz34zJcZpEl+fr6FhQVMQOFle3sLpamorHBycnJ1dVUoFUA1Z2dnOFVWXmZqalpYVAiTP0+fPSUQCLGxsXC2tra280UnpsIUSkVGZoaJicm97HtwCj7POifVFErF/Qf3r1+/HhUVVVtb29DQ0Pmi8/jkWCqTMpnMgICA2trapKQkGo1maGgIM6WYTqo9efqEQCB4eHiQ7ElnbftWo9rW9pa7uzs8xJqamsDAQH19fTQU1k211rbW69evl9wvaWho+DjyUa6Q66Da7t6uja1NQEBATU0N2KqoqEhTvYrKCjKFXF5RDg/IxcWFRqPBd9BSmdTWztbJyamioiI3N5dGo8EnH3Ah1YEKQ5CGhoaqqioHBwe0d+YsqvFWebZ2tuihNzQ0aPqBOz/VBEJBYmKiiYlJRUVFcXExnU6PiYk5D9UwFba5tenj4xMZFYmpsKPjIyqV6uzszOVyGxoaGhobyivKQbHPE58pVEpAQEBDQ0N7R7tUJu180enq6grwxsuLrhfXrl0rKiqC+woMDCQSiSu8FUyFyRXy4JBgaEElJSUkexKDwUBUEwgF1tbWjo6OUPquRs4/RLX3798j2xYWFlpYWDx99hS+fE+9k2plZQWnoFP618mVp9qZp75DNUyFPXn6hE6n0+n0yKjIza3NuLi4uvo6GCJ8+PDB09OTRqNxwjkDAwNNj5qy7mXBi9Xe/l5SchKNRmOz2Vwud3JqMiAgACrHx5GPN2/eRHug37x94+Li4khzZDKZO7s7vFWeu7s72gjQP9Dv7e3tSHN0pDk6OztDD4KpMP4GPzQ0tLf3r0WI8U/j8bfioXmcnJzk5+fT6XQmk1lQUCAQCLy9vV+/fo2psOOTY3d3d63fRapRDVNhr16/YjKZULqbm9vd9LsbmxuQyd30u8C8ysrKmS8zXl5eIyMjcNWnz5+8vLwcaY4sFgu+7R0dG3V3d3ekOd68eXNsbCwnNwd5dbqXfQ92sqF6JhKLoqOjoVAGg+Hn5wdUu//gPp1Oh+N0Ov3WrVuajnyetzxnMBiQxpHm6O/vDy0KqGZmZgY50Gi0u+l30YhBIpUUFRfBKTqdzmaza+tqoatdW1+Ljomm0WhwCl5ye/t60YZmTao9rHqIX/B7UPoAVKLRaNHR0dDNvR9+DyYKCgr69PlTeEQ4fNaNqbDklGRYs1QoFUVFRfhR7zp/3cXFxdzcXG1eGi9qVFMoFR9HPvr7+4NB2Gw2/vtcPz8//AcGarK7t5uYlEij0eh0elVVlVQmTUhIeFD6APn7WF1bZbPZ6LPu3t5eDw8PuFMXF5eEhATNPCsqK0xMTEAZGo0WEBCA3yc5PTPNYDDodDqHw5memS4tLU25nQKnAgIC0GOl0Wjx8fFoCvfDxw9sNhse9PzCfHBwMLwUKpSK/v5+T09PVJc0/Rk+KH0AsAFZ4a1ERkXiJ+jKyssyszIB5ItLi0FBQdCoW9taJ6cmYSsTpsI6OzsjIiPwu3Pr6uqSkpIQkDo6Ojw8PCDx2voam80GrZycnBISEuBeZHJZdXU1HGexWAKhoKCgICIyQnOs9q73HbIGPNaBgQG0IrCxuQG1y9PTs7WtdWBwwN3dHdWi9+/fQ6NmMpmoF0KiRrWJyQl/f39I9vbdWx8fH+RjUygU3Lt3D5oGSFpa2uG3Dygnpyah1jEYDB117HfKlafaRcdqILt7uxv64sIAACAASURBVNs721rd8R0eHW5tb2mdBxOJRRubG+dxSbe/v8/f4B8dHWn1kSOWiPkbfP4G/zweGpHHLJlctrm1+UPfP2pSDVNhxyfHULqmf6nNrU2tTi8xFXZ0fMTf4KPSlZgSjnxHh2/PSa6QQ6H7+3+9/Mrksp3dHTi+vbN91tzjwcE+pOFv8E+/dQdANU44Z3tnm7/BBzarCWSu+V4sk8s2NjegUM0NGppUUxOFUrF/sA+F4qciD48O+Rv8H/LxiKmwvf29gIAArXv6QdSoBiIQCsAgZ/oXPeO9D+rw1vbWOf2vw03pSA8zkAuLC/wN/ubWppo+Sky5v7+n+QgwFQYPDkTtQt3L/qgCHxweXCSOhIYl1Z7jhfMBrTT7Bzh+fHKsxJQRkRFl5WWa43KhSIiswd/ga8YoEIlFOnqMw8MD/gb/SFvjVaOabpEr5NA0QNQtf3zE3+Dv7e1eyNH5Py//5VS7QvIz8dW0Uu2Xyj9WzzR3i1yWANXq6up+TSNZ4a04OTnh95erSUZmRtDNoB+3/D+uOYjmHsiflyu9mU13fDVXV9eXL1/+Sn1+iGpXW65ytcEuvAfyKsofqmmVf5RqhoaGr9+8/jXVpqOzw8fHR+toBiQjMyMvX/v2yN9ieTX5QzV15XVS7dfHH/gxql1ly19t5f+M1c4p9x/c17oW8uvkH6tn+/t7t27dyi/Iv/ScV9dWfX19R8dGf021qampKSsv0xGoCHYB/Ljlf4XymAp73vI89U7q4VlRKC8k/4up9uslMzMT+eb+vlzlrvIP1a6M/AzVDg4P0Ar875F/rJ7J5LKt7a39fyBEskQq+bpe9Usayd7+3uHRoY71ocOjg6Nj7YudOi3/j2sOcnJ6ctYH2heWP1S7RNnb2/2BSOJXuau86lTTob82ql1l+Rmq/X650vXsaiv/uxX4CflDtT9yEbnK1Ua3/n+o9m+SK13Prrbyv1uBn5A/VPsjF5GrXOcx1R+qXRW5yt3TFVf+dyvw32r5P1T7bXKl67zqD9WuiFzpl+4r3bde7RZ+lS3/h2q/Ta50ndep/3eoJlfIN7c28S4DJqcmbW1t/53RXbF/nmqNjY2Ghobgu+HCIpVJ19bXjo7+8jA5PDyckpKCD1b3kwKxvPFfoUK47Us0xd7+niPNsb6+Hn7+KJL7+/uTU5K1fg/+K2VtfY1EImmNfnBhORWcbmxufNfT8aXJr6La+Pi4nZ1dXV3dOdM3NTWhUGpnyTmrTVt7W2Vl5bFOT82/XianJu3J9iR7kiPN8W/+IVUYpsIODw/wLfr45CgyKvIin538hCwtL2VkZMzNz2k5+40KSkx5dHS4t7eL34RVcr9E847+XXLhsdrBwX5iUqJaTJk/VPtJqoHHIHASDdLV9cLFxUXTf8+FpaOzI4wThnzIYv881X60b33e8tzJyWnpm9/h3yVfqXapjmhfv3kdERGh46O6S5YrTbXzjdUqKioSEhN+YHfiL5GcnBw7O7ux8bHpmWlNN0MNjQ3IjSemwo6PjyKjIs+KNfEPycTkhJeXl2b0Wkz1F9XkCvnj5sfFxUV4z0ERkRE6Ihv8K+TCVNve2WaxWPhgIn+o9vNUW1hc0NfXf1D6AB2RSCXHx8eXuOG7traWRCKN4+KG/NuoJpaIj46Oft2A5gz5J6j25OkTCpVyiSNv3aJS/e+nmlAkPBWcao2o9xslKTlJ0z0bkoKCfGNjY/Tzt1BNJpcdHx9p90uHo1pJSXFcfBzevKenJ+fxUPg75WJUk8llIyMjTk5Oubm5yyvLyyvLSkyJqCYUCVfXVpdXlg/+/pICbhsh/cbmhlwhlyvkq2ur+HcZmVy2zl/Xika5Qr69sw2XL68sb25tImfbyyvLp4JTqUy6sbkBFpcr5Du7O5BydW1VKBRqpZpUJsWrBBmurq3iX/0USsXq2ipyag6lwCUrvJWt7S0YnuOpdnxyzFvloRoDTuHwU2piiXidvw6ZQDgYTIUJRcL+/n59ff2MjAw4JZaIj4+PV3gr4Dzw5PSEt8qTSCWHR4dwoUAowE8O7O7tIvuAqL0n7u7tFhTk29jYdL7oXF5Zhhh4QDWZXAbmXVtfU/NVuHewt8Jbgfs9Pj3W+k2YXCHf2t6CQiGeA45q2OHRIW+V91Wl40NoJDC/ATnDYwKLHR0dwr3D5UKREF2LBFNhh4cHyyvLcoV8b28XrKHjE2wk/A3+4fEhpsIOjw8Pjg5ADXSDq2urQpEQbhBRDTwHLq8s4/2aQu3C3z5+Ql4kFuF13t3flSvk27vbZeVldiS74eHh5ZVlcJ65sbmxs7sjk8s2t7bwlRDVvb39fdCNt8pDTqsVSsXu3h6+LcAjg/ToOH+D/103leCNE12ysbmBXAav8FZOTk7EEvHa+tryyjIK/ISaKmoInZ0d1tbWWqmmUCoODg5Qezk+Psa+UU2JKY+OjuDu1BxICoVC1DCXV5b3D/bB8geHB+v8dYVSIRKL4PO+3b1dNKmLb/VQk+H49s726tqqWCLe298Dc0FICmhQms0E38aXV5Z393a1vmPhi0M9jxJTbu9sR0ZGurPc4RT+WoiScTv1tpGREbq1o29Uk0glUO7m1ib+RVaukO9+K2htfe2sei4Si+BJgT5Q7tb2Fj4gw4ngBFqNRCpZ56+jGoVvZbxV3sHhgUKpWFhcSLubFhoWuri0uLyyDNWbv8EHc8nksrX1teOTY7FEDGrv7P31waUSUx6fHqPWDbK1vfUrXF9ebF1tZ3fHjmR3/fp1c3NzMoVMppClMilQraOzIzklmclkkinkmJgYNHY5Oj4qKy9zdXX19/f38fFhs9mv37wWS8RBQUHFxcUo56XlpYCAgJraGrUSxRJxdXW1j48PhUKBEtlsNkwK9w/0Ozg4NDY1lleUs1ishcUFmVzW2tYaGBjo6enp7+/v7u5eVFSkGQ5NIBBUVVWx2WwfHx9/f38Wi9Xe3iaTyyIiI7Kzs5H1t3e22Wx2bm4upsIODw8LCgvYbDbo4Ojo6OXlBd0QnmqdLzrZbDbC2OHhYWxsbGxsLPzc39/Pyclxd3eHTGg02tcI0R8/Ojk56evrm5mZwanFpcX2jnY6nT4/P4+psK7uLmdn55ramtjYWDKFTKfT09PTUXfQP9AfHBLs5eXl7+9PppCZTKafn9+Lrhf4Wy4qLjI3NzcwMLC2sSZTyAEBAZgK8/X1JRAIj5sf+/n5kSlkV1dXFHsBU2FDQ0MhoSHIkml30zSjlkhl0qZHTZ6enqA2yZ5kYGCAqDY1PRUZGenh4QE5xMXFQWSvdf56TEyMg4MDXMVgMGBe9MnTJw4ODhAi6+BgPz09HUp3cXFxcHDw8vIKCgrCVFjToyYqldrW3nbz5k0qlcpgMO4/uI+Pba1Vwjhh1dXVPS97wiPCq6urMRX2ouvFzZs3HR0dyRSys7Nzbm4utF6g2o0bN7Kzs93c3CgUipeXFwoNkZeXR6aQUbYHRwfx8fFg7aOTowelD2g0GtwXmUJOTkk+ODpIz0i3sLAwMDCwI9mRKeSMzIxT4Wl0dHRcXFxlZSVUKnd394cP/4oi9OHjh+DgYF9f3xs3bnh6ekIlxFTY4OBgYGAgyj8gIAAq3uTUJFjDnmxvT7Z3cXHZ2FR/WHhRKBUvX70MDg5GzYrFYtU3fH1wjo6O+fn5hYWFzs7OZArZ399/YGAAXdvQ2ODh4QFXWdtYf/X5qVEE+O+nUqlkCtnBwYHL5WLfqPau911kVCRYPjMzE9WrhcWF9Ix0KJRMIVOp1NQ7qfDm1/SoKSAgYGBgICsrK+1u2vHJ8YPSB7GxsXv7exCEISAgAJnF2dkZ3tsyMzPZbPbDhw9DQkMoFIqnp2d5efm73nfx8fF0Oh0eECp9Z3fn/oP7qHlSKJTEpETNOi+Ty563PIe2RqaQ3dzduFzuyemJQqnIzMw0NTU1NDSEU3gHDgKhIOV2CoFA0NfXh7O1tbVAtcTExOKSYqgGnp6eXd1d0LHIFfKOzo4bN254e3v7+/t7enoWFxdp1vPD48MHpQ/wHezj5scyuayxqfFm8E0YJ8jkMi6XG8YJgziUwcHBEEBqd283IyODRqNBtaFSqZWVlVKZ1J5sTyAQjI2N7cn2ZAoZYjOFhoVC2L+d3R0/P7+S+yW5ublgrhs3brx99zXq1tr6WsrtFC8vLz8/P1R/7j+4LxD+rP/r78vFqCaTyz5+/MhkMnNycpaWl5aWl9BYzdzcPD8/f3Zutq+vj0AgpGeki8QihVLR0NhgR7IbGhrib/DX1tfS7qb5+PgcHR+l3E5xdXVFb5S9fb0WFhYQNxIvjx4/IhAIOTk5c/NzS8tL3T3dJBIJwu++ev3KwMDAwsLCnmxfVV11eHQ4OjZqT7YvKSlZXVvlb/A/fPhgamr64cMHtTxb21oJBEJPT/fa+hp/g/+w6qGPj886f72issLX1xeNFwcGBszMzJ63PMdUWFpampmZWVt7G9x1XV2dnp4evKPhqdb8pNnW1nZ1bRVy2Nvfu3HjBgqWFhERYWtn2/miEzLJy8uD2RihUNjb16uvr5+eng6nxBLx4+bHRkZGMzMzmAp79vzZtWvXqFRq85PmxaXFxqZGCwuLZ8+eYSoMwgonpyTDvTx9+tTF1WX4w7BaqI6d3Z38/K9jtaXlJdDQ19f32rVrvr6+L1+9XFxaLCwqNDExAaisrq0yGIzwiHDwJT85NWlHsmtpbVGz5Lved0QiMTIqcnZudml5aWx8zJ5sD1Tb298L44QFBATMzs3yN/i8VR6VSi0sLJTKpLm5uTdu3BgbH4ObXVpeEomEmAqrqam5fv06EO5Wwi0IBMrf4M98mXFzc6usrITXhYdVDw0MDDw8PNra2xYWF+ob6gkEAj6ajFZhsVhEItHMzCwiImJ6ZvrL7BcLCwtOOGf80/jS8lJHZ4eDgwMEmQSqmZub5+bmTk5Nfpn9EhISQrInQT7Jycn4ObT9g/2AgABYb+jt6yUSidwaLrqvdf46+HApLSu1I9m9f/9+aXlpa3tLoVT4+voaGhrevHlzaGjoy+yXqKgoIyMjqNh7+/s0Gi0tLQ1yePnqJYVKmZ6Z3j84COOEhYaFovxXeCtCkQhTYTdu3IiMjJyanoLji0uLukMfrPBWrKys0u6mLS4twiVEIjEzKxPO6uvrm5ubJyQkTE5NDg8POzs7Ey2JsJVpYGCAQCBkZWXNL8yD3c4aq3l6erq6usItLy0vQbMCqjk6OtbV1c3Nz7158+b69esNjQ0KpeL4+DgxMdHWzvbjyEe45NHjR+7u7hAjrfJhpaGhoaWlpYeHR1d3l0QqyczK9PPz297ZFggFEZERt2/fRmZZWl6CjiU+Pt7AwMDd3f1F14u5+bmMjAxjY2NHR8fq6uqZLzNv3rwxMzOrqqqSK+RSmfT+g/vm5uZd3V2odDc3NygdL/0D/TY2NrdTb3+Z/bK0vNTY1EgkEqHf397ZDo8Id2e5Qw5qY7XNrc2U2ylGRkZwFo3VTE1NIyMjh4ffLy0vBQUFubq6QAih8U/jFAqloaEBmnZXd5e1tfXg4ABeGYVS8ez5Mysrq/fD76GDvZN2h8lkLi0vnQpOnZyYEELy4PDA0dGxo7MDU2GLS4vOzs5DQ4OYCmt61GRpadnf34eqzc7ujhJTzi/M30m7ExoaurC4sLS8BG97LBarmluNqbCt7S2qA9XU1PTWrVvjn8ZnvszY2tn6+fnB+0dubm5wcPDs3Ow6f72vr49kTyorL9s/2PsVc8UX3gN51roaPupm6p1Ub2/vjc0NkVjEZrPLysvQ5FV9fb2Tk9M6f727p9vOzg5GXQqloqa2RnONR66Qw2ssGpdMTU9RHah4qmVkZMBoWiaXFRUXsVgsdPnB4YGJiUl3Tzd+6uzk5CQ2NjY9PR0dGXo/xGAw5hfmFxYXHBwcJiYnMBWmxJRVVVWGhobr/PXZuVkyhVxy/6/w3D093T9KtfFP4wQCAT+HXlNTg/pHzXU1NaqZmpqijntnd+fGjRt+fn6YChsYHDAzM0PRjQ8ODzzYHh9HPmo+OK3ramZmZmgLw9T0FIVK6e3rxVRYY1OjkZHR3sHX+dijkyNnZ+eKygp8hlKZNPVOqpGREZrNwK+rDQ4N2tjY4Gd4fHx8kpOThUIBDD40azmeao40R7QLUa6QVz6sDOOEwU+gGhoQ7+zuoLCiOoTFYnE4nI2tr1cVFhUSCAR4o4fKk5mVaWZmBrMrJBIpMzMTXTs4NGhlZTX8YRjTSbXmJ836+vpa56w019V8fX1v3ry5f/DV/ePo6KipqSm8N9TV15HsSSiw5PzCPJPJ7OruWl5ZdnNzez/8XjN/IyOjR48fnT+sTGxsLIvFwnfZ1tbWiGp6enq3U2+jqeCamhp9fX143fH09HRxcUHGP2tdbW19zczM7PW3AS4SoBq+XD8/v7y8PKlMOjs3a2pq2vOyB62r9fb14qlGIBDwb6iIakfHR3Q6HeqtmsTHx5NIJBRDbvzTuD3Zvq29DSWIjo6OjokWioRr62tOTk4NjX/5C4WYw2pUU2LK4pJiGu2vqKoSqSTtbtrt1NvwMyk5Cb8fRE3y/76uBlTDB52fm5/T09MbGxuVK+SlZaVBQUGomYglYlNTUyATEpFIGBISUoDz5trQ2GBPtofNIF3dXb6+vvwNftrdtPCI8P3DfezvVMvKyrrhf+OvlqhzXU2NagUFBejU4+bHTCYTOnN3d/e/1iBUWEZmBp1OP2e1/Fm5dKrhl8Syc7KBaienJyYmJs9bnm9tb21sboyOjbq6uoaEhkikkv2DfSKRCFM3Yok4Pj4+OjparayNzQ1bW9vUO6noiCbVIEYzpsIEAkFSUlJSUtLW9has9FRVV5HsSRBiG8nW9pavr29jUyMkm1+Yj78VHxQUtLu3q1AqGAxGd3eXElOKRKLExEQGgwH129LSEoWCxC5EtfaOdiMjo76+v7bG/hDVLC0tUTe3f7AfFBSEpxqQGEpkMBgjoyOaD+67u0VWeCtubm7QO+Tl5+np6YGJ1vnr7R3tRCIRTTKAHJ8eR0VHeXl5oSN4qr3oekGj0yC0GH+D39/fb2VtVVdfJ1fI4+LivLy8BgYGFpcWDw72UcvBU83JySkmJgaOS2XSgoJ8uF/sG9Xwhfr7+5+HavhA4Zxwjrm5OT4BlL66tqq5W2TmywyNToNRuw6qvet9Z2FhUVtXO/NlZp2/jl9a10q1lJQUvPHNzMyAaklJSVQHKhifv8Hncrm2drbr/HWoumGcsLHxMd4qDz+17uvrGxgYODQ0tLS8tI8z6VlCoVIioyLxMWbVqIbvs7p7uhHVzM3N/wrUfjbVxsbHqA5UzZCkmrtFEhMTgWq9fb1mZmara6tnUY3BYOAX4RDVTk5PfH1942/FT05NrvBWTk5PEN3j4+MdHB1QnDPoPfDVIDExkcPhCISC+YV5c3NzuEcQrVQTiUUpt1NQzHFMhcF0FNohcgGq4d901/nrQDWpTJqYlBgeEb65tbm1vbW4tFhcXGRPtlebzTo9PaHT6UVFhVBbZr7M+Pr6eniwYOL04OggIiIiJyfbytoKjTr+NlZrajI3N29pbfky+wX/5cl5qPbo8SN0CibwgGpsNvth1UN0Yeqd1F8X9uSXUU1PT49Cpbi6urq4uJDsSTdv3kSbywMCAopLiuUK+fHJMY1Gw5sJZP9g387O7oeoRiQSXV1dXV1dGQwGk8l8+uypRPa3ZXPoGuzJ9pCMRqOxWKzRsVGFUqFQKuLj44uLiyFEp5eXF6xnvHn7hkgk4uvTBaj27PkzIyOj4eFhlMmlUG1+Yd7S0jI7JxtmnDo6O+gMutZgYxegGpjIycnJxtamuKT46ORvK5TfpZqhoaGLi4urq6uzs7OVtVV2dvbu7g6mwr7MfnFwcLCxtaHT6R4eHoVFhcggiGp3794l2ZNGR0cxFba9veXm5orGypdCtdQ7qVqpBq/tWqkGa0s6qHZ0cpSUnGRkZESlUp2cnLy9vdHw+kepZmhoCMZ3dnam0+mwniFXyFvbWg0NDUn2JCaTyWazq6qqYKoN9umASVksVn5Bvu6tpNY21jGxMfgdJb+daj0ve6ysrNbW136Uagqlor2j3dLSkkKhMBgMT0/Puvqv+pyfarNzs2j6HUQr1eQKeXZ2dmBgIDoik8vw0cMvi2oSqSQyKtLc3BxaEIPBINmTWlpb1HYhAtVsbGygtlAdqA6ODqOjI7A5QKFUtLS2EInEyMhI9KzxVNvZ3QkMDDQ1NaU6UJ2dnWNiY2An1M9QLSsri8ViQVX/PPGZ6kC9/+C+7rZ5afLLqKavr19VVTX+aXz80/ji0iLeTNwablR01PHJ8dLyEoFAgC5MTShUyg9RLSoqCspCH2So7YEEqj0ofQBp8N9vKTHl02dPb968KZaIp6anLC0tgWRjY2N2dnY/SbW+/j4YtqJMzkO16ZlpTCfVMBVWcr/k+vXrBgYGRkZGBAKhoqJCa4/2Y1TLy3NyckKW1Bq44PjkO1SjUCgjoyOQw8HfI60cHB5MTE48rHrICecYGRndv38f+zvVdnZ3bGxt9PX1DQ0NjYyMWCwW6nEuhWrZ2dlaqYZp29k/82XGkeYItU4H1UDmF+bfvH1TUFBgb2/v5OQE3cSPUg0mkcY/jX+e+Hz494ADW9tbQ0NDVVVVnp6eJiYmz54/g6HJ4dHh5NRkNbc6NDT02rVrzc3NOqzh6+sbHBx8cPhXzr+dapNTk3p6essryz9KNfi5sbkxNj5WWlbq6empr68PH9Sen2rLK8uwSwud0ko1TIUVFBRojtVQvKpLotoYUC0wMHBsfAxqgtZGfXJ6AnvHIM3Mlxl8BwvENTY2ptFoaKEdTzWQ2bnZru6unJwcQ0PDqOioo+Ojn6Ha3PwcyZ6kr69vZGQELffn46SfV34N1U4Fp1ZWVm3tbVpn/CcmJ9zc3FbXVrlcLqq+aoKficJU2MjIiNpuEUQ1sUScdjcNbThEoka13b3dwMBAtN1LTUZGRhgMxtHRUUdHB5lChjWnickJkj1pcPBrPVBiyidPn5xFNWtr6/mFr59Ob25tenl5QS/w/v17U1NTVK5CqSgrL7sUqmEqLCgoKC8//+27t2PjY2dtE/ghqj148MDR0VF3TTgVnMbHx+OnFza3Nkn2JKDay1cvKRTKdz8+29nd8fHx8fT0xP5ONUyFdfd0w5aQvv4+/BcXl0K14pJiMzMz/BRcaVkp9DiaVPvw4YM92R5mdW6n3sYvnu3s7nh5eWn9OvXjyEf7/8/eef01lX1//4+ihAChpAFJgCSETuhdCEWkK01FQBRsoEJoSkfpvXdQUCkivUMqaSfzey6fi6XbMwmggzozzhdenwty6j7n7L3fu6y9FsMO8upfotqt27fsHezF37IZk5/ICQRCfn6+znjj5tamr68vfuZYX2HhYf7+/ggJIomYQqF8D9Vs7Wx9fHxQHhsaGqLRaPpUW1hcsLGxGRvTHQk/h2pv594SCISZ2RlEtdq62u+nGtLi0qKpqSlMi34/1VY+rTg4OExNT6FddfV1p1It/16+Tl+toLAA5ZafRTWFUpGWnhYaGnr+YLJYIvbx8Xnw8MGpe5eWlzw8PMrLy21sbR4/fgxfTZ9qSJVVlXy+1/rG+o9QDdNiz549c3d37+ruGhoawhexX66/RDW8DxugWmJi4pcLaWffvPlMtT+0IKDa5tbmiVIRFR0VGhYqkUnRXqSt7S1XV9eJqUk/P7+rcVelEJHrz7p+47qjo+PKpxXsD+3a+pogSkAgECYmJzGttqOj4wvVtJhWq8Gw5yXPKVTK+w/vYQvoj//3B/6nTC5PTU3l8XhHx0faP7Q6+rT6ycPDY3Bo8MaNG4IogVgi1v6h3d3b5XK5cXFxCqVC+4e2q7vL1dXVwMDgRHGi/UNbXvGZato/tD29vUQisby8XK1Rq9SqR48fW1hY+Af4a//QbmxuWllZhYSEwDXHx8e5XK6BgQHcF6iWl5eHUvLixQsikTg3P4dptbW1tWQyGXUBP1PN/yvVaHTay+qXyPbhVJWUltDpdLwhia/fmVRrbm42Nzfv6Ow454IqtSovL8/c3Bya5Mei45SUFAKBAOSemp5iMBhggnWOlpaXeDzezVs3MS32vORPVMvNzY2IjJh9M6tTME6hWmAAVOJ7+3t37tx58fKl/o10qNbd021iYtLY2AhjNXv7e2FhYbDgYW19De8xS6FU5OTkeHp5ws/CB4VGRkZgOXJ0fJSZlWlubl5TW4P9gemovKKcx+OtfFrB/sBeVlfb2Nqsra+hvb5+vikpKejnyqcVCwuLuvp67A/s1etXFhYWrW2tKo3qz9f8U9F4/+G9mZlZZWUl9ocWl8Oxjysf3dzcmpubMa22s7MzNjb2WHSMLwLYH9onRU9oNNrQ8LAGw/YP9nNyckxMTLJuZsGVDQwM8u7moRt9pdof2vj4eCaL+ebtG+wP7fbO9rVr1wgEQqmwFI5EuVelVjk6Oubl5UGRQaqorEB5HpSYmJiTm6NQKlc+rdg72KelpWn/7w+FUtnT2+Po6KhDNXwU7Js3b/r5n0K1gcEBExOTispK7AvVkG3LWVSTyqS7e7vBwcEwLASTfI6OjqdSrbaulkqlopns3b1dTy/PktIS+JmUnOTrdybV8vLyiEQi2ApCkdHxmLW+sW5gYDAxOaHBNHX1dWQy+dTZBCSlSnn37t2goKBT4ZGekR57NVYkFtXW1bLZbHBU9JlqQ4P6xxc+KIyIiDg4PFCpVffv3/f28T6XalVo1+jYF6r9gclOZMnJyampqZ8XuulV6b9O2rN3faOvpsE0kYJIIyMjT0/PwMDAufm5c/pqGkzT3dNtaWnJZDIDv/yB/TSmxURiUezVWENDQ2Nj40ePH53an5uemTY0NITTjYyMeDwehUIpLi7G9PpqUB+x7FmmpqZw9Mi+WgAAIABJREFUIz8/v6joKJ18D0mysrKi0WnosKysLGh9y+Sy6JhoQ0NDQ0PDwsJC2KjBNGnpacbGxjDJZGxsHBwcTCAQ9PtqYonY3NzcwsLC29ubwWDY2tnS6XToq2kwjSBKYGxs7OTk5O7ubmFhIYgSkEgklCoSiWRpaenj4xMYGLi6tvqlr/aNeTXsC9UMv/zZ29t3dZ9i5g7gtLe3DwwMTExKxM7tq8nkMhcXFyKRyOfzAwMD/f39w6+E41cfgz4sfKBQKCQSKTAwkEQiWZOtraysoK+mUCoSEhMMDQ0hn8BFYFoxKysLtgQEBDAYDFNTU+jE6PTVGhob0EORSKT4hHjsLKp96atBtaU/QYtpMXd3N3x1psE0165dI5FI8ID29vbW1taQDOirUalUSKSzszOBQECAfzv31tTU1MrKKjAwkEgk2tracjgc6KuNjo6GXwmHszw9PY2MjBKTEiFXv3v/zsTEhMvlBgYGPnr0SCqTntNX02AaDoeDMkNgYKCTkxOmxTa3Nm/cuIHKEZFIZDAZS8tLmBZLTEpEL5nBZDAYDMict27dMjc31y9Zm1ubpqamFColICCASqPCUqrv6attbG6YmZnZ2Nr4+/tbWFhQqVRTU9NTLfura6oNDQ15PB4kDMwLz+mrSSSShIQEAwMDdw93Ho9nZWVVVFz0PX01sUSMHt/X19fKyopEIkF19P19NZVadb/gvpGRkbu7O4/HMzY2vnbtGo1Gw/feQDK5zN/f39zcHO7IYDC8vb1RL/z8vlpHZ4ehoSGLxQoMDKyrrztnXg37PNLjZWlpib64t7c3IiLKxtMz0ywWy96eFYj7w7TY7JtZKo06OjoCq86vRFzJzMzE/txXK68oRyXR3d2NQCA8f/5cg2k0mKa5pZlAILi6ugQGBr6sfqlSq76zrwadV2NjY1R4U1JT9BcN/xL9iM/+3b3d6zeuCwQCgUDw7v27re2tp0+fiiVfm1G9fX3VNdXHIhE8ZENjgyBKIBAIEhMT8/Pz0QJtlVrV198XFxdnbm6OXxigo8amxtjY2Li4uO6e7tW11ZKSErDxW1hcKCgs0HHT+WHhQ0pqCqStsLCwta311FZMW3sbHJOcklxQWDA0NIQGVXp7e+8X3C98UAijfygr5+XlCQSCtPS0t3NvV9dWi4qKgHlT01OFDwqR/4V3798lJCQIBIIHDx9sbW+9bm6GhWWYFpPKpNnZ2QKBICsra2Z25sPCh0ePH+EzdFJyEqRqdW119s3sw0cPYQj07dzboqIiNDUllUnr6urgsiKxKDMz08/Pr7Gxsa6uLv9efqQg0srKCiEQr+aW5pjYGIFAkJGZgWmxmpoavLH+weFBRWUFapxubW/dycmB9KSnp1e9qNL3a4dpsaHh4bi4uJjYmOLi4o3NjVJhKaoIDg4PCgoL4Ao3b96sqKiAVnNFRUVsbCxsj4uLGxj83GycmJwoKCyAR+7r7+dwuU+fPm1paSkqKsrKymIymSEhIZgWGxsfw88/S6SS2tpasM/s6++j0Wn7B/v66ayqqtJZ8KBQKoRCYezVWIFAkHo9dWZ2Blqme/t7129cjxREQgqjY6LRwlhQe0e7QCCIjY2tq6vbP9ivrauFrDIzOwOfHv7u5uejpp5CqWhobIiOiRYIBM+ePZPKpNU11W3tbfiX/+jxI7RCY3NrMy09TSAQREVH5eTmQpd3/+CguLgYipJAILh27RqauMrNy/28NUqQnJz85u0bDaaBIWJkdI6XWqPu6e2FZ6+tqz06Pi4uLkYm7/fu3+/HrYv6sPDhfsH9vf3Pb3VwcPDatWsCgaCysnL547KwTHiqU0GpVFpTUwOPHBsbCw87PTN9//59/GGtba39/f3QY15dW83KyoKKfnFp8ePKx5KSEmiVjo2PCcuE+K/Q09tTU1MjEovkJ/JHjx5FRX9+L4mJiSgPt7S2lApLUZW6tb1VUlICC5BRPdDY1PjZtc3x0b379wQCQUZGBphTQpbWf7TDo8Oi4iKUsfGtvfOphmmxly9fwolPnjyRn8ibXjXhXzWkATFyYXEhPiEejs+7m/e6+fWp7kUGhwbhmKtXr97Nvws+iHv7esvKy+DRNJhmfGL88ePHkL3LK8ph4KentwcqBEGUQBAlePb8GTIqkcqkJaUlkNnq6+tValVlZeXY+DjUOSWlJai3immxtfU1YZkQcjusiH9Z/fLV61fFxcWZmZlUKjU7O/vv8IR34Xm1n67nJc8pFMrh0a+C+W8dieabsSG6urtIJNL791/RDg3Szq7Ofz7xF9Wx6NjF1TUjIwP5eVGpVbl5uQQC4XxHUDW1Ne4e7j949/+Mtra3/Pz88Oz8LfRbR1/6JtX+8woODs6+cwdfTrOysq5cuaJjL/ZL9O+JrxYWHoZfh/jT9d+mGszq4ecb+vr7KBTK35GHfpnW1tds7WzBrxVIoVSEXwn39/c/Z6GxSq169PjR+VYS/yv6A8O02NLSkpu7m86Y1b9fv3V8taTkpGvXrv3jyfgHZWFhgV+vhmkxNze3lNSU853d/Bz9S6i28mmFzWZ/06bgR/Tfptq7d+9s7WyTU5JHRkcmpyYHhwZDw0LT0tL++ZT/mGJiY+zt7VvbWienpsYnxgsKC7hc7unhMy6lr985/OPvTrV79+/96rv8m3Xjxg0PD4++/r7JqamR0dGsrCw7O7tzJph+pv4lI5DLH5fz8/O3/+wU/Ofqv001TIu1d7THxsaGhoaGhoaCD99Tl5f9XtrY3LhfcP9KxJXQ0NDQsNAbN26A2eGl/vP6ranW0Nig44Lnf02bW5v59/LDwsOgRkq9njowMPA3hZf6l/TVVGrVr47Z85+nGqbFRGLR4dHh4dHh0fE/H5/sZ0mpUh4dH8FzSWXSf1skrUv9Iv3WVFOqlH/HUNu/WxAzC5Xcv+/W/xKq/Q36ran2W8+cX+of0+UI5KX+B3VJtd9Cl1S71P+aLql2qQvqkmq/hS6pdqmL6LKvdqn/Qf07qaZQKkRi0c+NBY6oJpPLjo51I8kqVcrj4+OfPrf3YeFDX99PMPsZnxifm5/7nqmy5Y/Lpwag+TdLqVIOjwyf6v9TRxubG98zCb+zu9Pb1wurxSVSSXdP929n1/5zdFGqbWxu9OCCJf0j0qGaWCLu6u5aWl7SOUyDaaQy6anTNvIT+dHx0alzzDBZe3R8pDP7JZVJYTvoRyoE+YlcJBbBrTc2NwYGByCRkDl/0Uv7FTXnWVKpVe/ev0PONP5F+ndSbXpmOvxK+PdUc98vRLWCwgL9+HXgP6auTjfK8w8qOzvbwsLix6/j4eGRlJSk7/T6WHQ8Pz+PdzRQ+KDwt1uALJaIORzOk6In3zyyuqZax9PSqero7LC0tASHwkvLSwQC4fXr1//4Y/4UaTDN+sb69s72d4UGxVFtb3/vw4cP3zlpX11TbWZm9s8+qQ7VFhYXDAwM8DF7QfITeUFhwalRTqqrq9lsNpvNxrsRAfX198Eu5NEDeThy4jnBLmcX5/MjHpyvmpqaoKAg8HlUV1fHYDLA0U9nV6dOmIifqJlfUHMi7e3vzc9/ZZj8RJ6ekY4PpfJv0V+z7P+7BjQWFhfy7t4F5+g/S4hqN9Ju6NeM796/IxAIJSUlP/dBfjXVhoYGuVwu3lXPgweFHpdU+09T7Xb27ZKSku9qj+MKbH1DvY+Pz9u3b7/nLr8R1WRy2Y20GzfSbuhfofhpsbW1ta2dLXg+xCszM5NKo9ra2SKXK719vTQ6zdnFuaGxoX+gv3+gv7mleXZ29vxEnqOe3p7sO9ngkupvo9ri0mLe3byfW3Mi1dXVcblc9POSav+8/pNU6+jsIBAIHz589ed9STXsP001tUYddy0u/17+Xx1lEgqFdDpdv9dy1nv+b1CNZc+6EnGFyWTiu7b7B/ueXp63bt/icrlANZlclpCQYGhoCN5Hf7r+Nqr9UpWUlEDoQdB/jWryE3lPb49ODugf6Ic2glKlXFxa7Oruau9o7+7pRgOvi0uLHZ0dIrFoY3Ojt68PrjMzO9Pe0Q7q7euD+Y/9g/3BoSEU4G5vf29waAiOGZ8YRwNuKrWqt6/34PBgdW21t6+3q7vrnHgN3081DaZp72jHt3dWPq0MDAzAfXd2dkZHR0Ui0eLSYk9vT09vD96DsFKlXFpe6uruau/o6O7pjomJQVSbmJwYGx+TyqQLiwvIO8b6xnpfX197R3tHZ8f0zDQax5dIJZNTk+0d7W3tbV3dXWwOW59qW9tbeXm5xsbGpcLS9o72sbFR7AvVVGrV+w/vu7q7+vp61zfW0RovhVLx5u2bL2+7FwW1UaqUg0OD+D7f0fFRd083rONWqVULiwudXZ3oRPRylCrl/Lt5+NbtHe39A/1wTfmJHKbKxBLx1PRUR2fH8Mgw3mP3seh4ZHQEzmpta7Vj2J1FtU+rn7p7uts72ju7OrOzs/Hf7vDocGBwAC4yMjpyLPo8XXoO1ZQq5fLHZbggPAvywjwxOTE1PQUPCx9ILBGPjo3CkTofCK+j46PxiXF02NDwEDzp/sE+xIQ7Oj4aHRsFn3hiiRi+LNwdH+MCSYNpdvd2h4aHUNEYGx87PDoUS8Rt7W0+Pj5R0VGtba3oA+mc2Nff19be1tbe1tHZAZOs7969S05OtrS0fPT4EXwmVLKGR4bhFl3dXcMjwzAPpEM1mVzW09sD94LSDZmhq7sLOWI+R1KZ9O3cW/QsAwMDkElUatXQ0NDS8tLR8dHE5ER7R/vo2Cjy+qb9P+3+wf7g0CCcVfWi6mJUe/bsmaWlJb7XNTo2amNjMzk1iai2tLzE4/Fu3bp1/oPI5LKR0RH8TJJYIh6fGMcXzKHhoYnJCchm/QP9MLn7PVSDEre5tXksOh4bH4NQgvIT+cTkBLzt3r7e9Y11DaZZXFocGx/Du1hcXVsdnxiXn8jhjaGCIBKLUM5E4QmXlpc6uzpRq0gml83NvcUPWool4v6BflT9gj6ufExKTjI2NoarvXv/DlFNfiKffTPb1d3VP9CPz8/yEzn67t093fhYrL9WF6PaweEBl8t9/vw5/nvb2tlCaRmfGHd2dnZ0dORyuTa2No6OjuDXuaCgwNDQMP9evr+/v4mJiVqjrm+oZzKZLBaLy+VyuVwvLy+IUTIyMuLk5ASI2tndSUpKotFpXC7XwcHB1s42KysLzD1kcrm1tfX1G9e9vLzc3NzoNnQnJycU1VNH3081lVplYGDQ9KoJ7S0vL2fZs8CFdnt7G5fLTb2e6urq6ubmRqFS3N3dEdgmpybd3d1t7Wy5XK6LiwudTkdUCw4OZrPZ2dnZzs7O4Pl0cWmRz+fb2NpwuVw2m21rZ9va1gq5obi4mG5Dhzfj4uJCIpGSkpIkuHgImBYbGBywsbWBkBZcLvda/DVMiz148MDJySk3N9fHx8fFxcXKyiomJgY8jstP5OUV5SwWC46n0Wl+fn7waaC3hI/NMTU9BcG9MC32YeGDu7u7vb09fCY3Nzd4OSeKk4LCAicnJ/jWbDbbxtYGYpdA+L34+PjU1FQPDw8nJycajXb//n0oisei44yMDCqN6uDgwOVyec7Opqamp1Jtbn7O3d0dvr4Tz8ne3h59u48rHyMiI6hUKqSKTCbfzr4NODmFas2fqdba1urq6sJms+Esa2trR0dH2BUUFMTnez158sTZ2dnf31+hVNy6dYtOp8ORTk5OySnJ+u5a1tbX4uLiGAwGHMZmsykUCsRzHx0dpVKphQ8KY2JirK2td3Z3JDLJw0cPaTQaunv4lXC89070aIIoATw1l8tlsVh0G/rQ0NCn1U8cDsfCwoJMJnM4HC8vr8GhIfyJYok4Pj4encjhcqJjojEt9qToCZVGNTY2ZjKZXC43ODgYPmtwcDAqfUwm08rKChyH6lDtwcMHbm5u7z+812CakdERd3d3O4YdlG4HB4eRkZFzqphjkaigsADdhcvlUigUCHouP5Fzudxr165FREZABqPSqPn38oGsEqkkPT0dvSsIQwgn4vVNqo2OjbLZbIRDtUYtLBNyudwTxQmi2pu3b2xsbCC3n6P9g/2wsLDwK+FoS1t7G5VKxQcgtLS0jIuLU6qUxU+LmSzm7JtZ7PuoNj0zbWZmlpScFB0dzWAyIPJZ9p1sBpMBxYRKo4aEhogl4traWgaTgTeAyrubJ4gSQEuRy+VCzSkSi+4X3EcFxMrKKjomWiqTQnArFIXg/Yf3Lq4ueB+8A4MDrm6uqMkLqq2rpdKohoaGcDUINZCekX4l4kpScpKbm5uzs7O5ufmNtBsQtP1EcVL1osrBwQE+PYVC8fT01Ims8qv016xFvlBNIpUmJCTgg1O3tLbweDxo7Ds4ONy6devw6Egqky1/XObxeNHR0dgXqllZWaWlpe0fHOzu7YaEhAQEBEhlMpBMLoMWBJ5q5RXlNrY2c/NzcExRUZG5uXlzSzOmxWRyuaGhIZPFHBsfg3uRyWQfH59Tn+cnUs3IyIjP529tbclkss6uTgKBgFp53t7eAoFge2dbJpPJZLKbN2/iqWZoaGhrZ/vo0SPo9vn5+Tk7O29tb8nkMpFYdDv7Nryo6ZlpG1ubUmGpTC6Tn8jlJ3J3d3d9qqnUqtfNrwkEAkTUhG7EgwcPDA0NAwMDP658lMqks29mzczMml41aTDNwuICh8NJSUkBm7Gd3R02m52YlCgSi86n2tWrV4OCglbXVqVyKQjqnZ7eHiKRePPmTYlUIpVJ9/b3EhMTIcIZUI1IJD54+ODg8EAqkz558sTc3ByiwzQ0NpBIpILCAkjJ3v4em83Wp5r8RO7l5cVzdv60+gmOxMflys3LNTIyGhoegl1Nr5rMzMygXXUW1SAm+61bt8DZAYQ3Q1VMUFCQkZGRHcPu8ePHMrlsemaaSqXW1NbAkfCGdTybKFXKu/l3jY2NxyfG4c1sbm06ODgMDQ9hX6hmbGwcGho6PTOt1qgHBwetra27e7rh4KnpKSKRCKHs8MrMzKTb0GdmZ+C+UN/19PaoNWqJVBITG5OTmysSi1B5QRoeGbawsOjo7IBsIz+RQ05TKBXPnj2j0WiDQ0PwICeKE0GUwNTUdG5+Du7S0dlhYGAAHwhPtemZaXNz88amRrVGrcE0fn5+GRkZxyKRVCbbPzhwdnY+343vwMCAqalpQ2MDKuaenp4QWxGoZmFhUVlVCVkoUhDJYrGgM9TW3mZqavq6+TUk7+3c24tRbfbN7O3bt11cXaCASKSSuLi4Ozl39KmGD6pyqjSY5vqN60ZGRmhLSmqKgYEBisC+uLRoaGgIMakvQDVDQ0MzM7NIQeTbubcqtaq7p5tIJNbW1sLLGR4ZptFpvX29b+feWlhY4CNkOTg45N3NgzYHolpXd5e1tTXYXkpl0vqGehKJNDA4AHUdiubR2dUJ8c9Q6yonNyc6JlonFppSpSwuLiYQCHA1hVIBVDM2Nr4Wf21vf08qkz59+tTS0hKcPb57/45uQy8rL4OsvrO3Y21t/ezZs/Pf8M/RxaimUquePXtGJpORyWxySnJYeJhMLhseHqbRaKj5trG54ezsDA0BoBr0xjAttr2z7efnh2IN44WnWmBgYFZWFr67TaPTMjIz1Bq1TC4nkUj4uEQxsTEcDufUyVIdqln++c/c3Pz7qebm5oYfdTQ1NQ0NDcW02OraqqWlZVvb15Af+Hm14OBgfFDdmdkZGo3W3tEOPyHUcmxsrAbTVFRWuLu74y0bYV5Nh2oYmldbwM+rPWCxWOjnieIk/Eo4xGKFKKl4L/7dPd0cDgfGCc+hWkBAQFxc3LH4T8sh1Bp16vVUY2NjFG5NIpWkpKTgqQaBUrEvhZZCoezu7UJhoNKoaNdZ82ozszNUKhX/IdC82t7+XlBQUNy1OLTr4PAgPDw8KysLO5tqVS+qbGxt8BEg/f398VTz9/dHjzM6Okomk8+fiNrc2vT19U1KTsInw9HREU+1l9VfQ3KnZ6RHRUcdiT7XF5NTk0QicXDwT/GIlSqlqalpdnY2yvPv3r8DqmFf59XunTqv1j8wADjU3/VlXm0Cfs7Nz7HsWTm5ueiAvv4+fart7O54eXklJCZAYpaWl2ztbOHFYlpMfiLn8XgJiQnnvKK0tDQ/Pz/8Who+n4+nWn5+PmorDA8P29raTk5OYloMnH/CoBn2ZV7tYlSDIUd4Lds722D6qE+17wnbVFlVaWJiAiVOqVJyOBw+n+/m7gZ7W1pbjI2NoUa6ANWIRGJ5RTl6G1HRUVynr9YZE5MTNDqtu6d7fWPd3cO98EEhbN/a3jI1NW1pbcG0GJ5qKakp165dQ6OjY+NjFhYWwyPD8hO5mZlZUdHnwp6Tm8Pn81EGw7SYr6/v7ezb+hns1Hk1FMUXMqeBgUFjUyOmxcrKy9zd3VGMw72DPRRJ+JfrwtYi0BCYnpnGtJhCqSCTyeCjuqKygkwml5SUDAwO9Pb1Zmdnk8lkqLuBahBfHLLjrVu36Db0oqKiV69fjY6OouFgPNVcXV2fP3+ObyN7e3vHxcWJJRKZXE6lUsfGvi7P+n6qoVH+jo72jo52iL/8nVTz8vJaXVtFexHVpmembWxsJr5UHJge1by9vdG488jICJlMLisvGxgcGBgcqHpRxeFwysrLNJjm8ZPHUdFReJB/ppreUNWpVPPw8EA/FUpFdEw0UK28opzNZh/jmmArn1bsGHYLiwuSc6lWXlFOJpPz8vLqG+rHxsb2D/cxLSaSiCIiIzgcDjpFn2rh4V/HalCodLFEnJiY6OHpiXadRbWh4SErKysUEhPDUW3l04q7hzveLbpEKkm9ngocPYtq6enpOtlDh2qRkZFo16fVT/YO9nw+v6KyAqaH9T37LS4tOjo64sMB61NtCDdIyOfzQ0NDu7q7BgYHml41+fr6Ojo66qyl+7jy0cDA4Nnzr63a76cahCeOiY2prKrs7uleWl5CVhI6VINARfjFf/pUq6yqTE5JDggIQM32sbExWzvbqhdVA4MDPb09BYUFZAoZX1L05e/vn3o9Fd9E06Haw0cPUemenplGVOPz+deuXUOzOz9CtRPFibOLMzQv2jvaORzO4uLixag2PjEOPVdIEo1GKyktYdmzwMgg724egUCAMn4BqpFIpFevXuFfnZeXF9QPnV2dcdfiXFxd9vb3xBJxQkICn8+HwxoaGywtLeHieKp5eHpECiK7e7oHBgcamxq9vLycXZwhnXw+Pyk5CbKQn59fSWkJh8vJvpONabETxYm1tXV5Rbl+Cr9pLYKnWlp6mru7e1t728DgQFt7W0xMDI1Ow/cvf6Eu1leDL8rhcGCZyPTMNIFA6O/vx7RYaWmpkZGRubm5paWlhYWFk5NTW3sbVAc6VMO02MeVj1cirhgbG5uZmVlaWnI4HBh80KHanTt38BWKt7c36qtdmGo6e//SCORPpBq8KEtLSzuGnbBMKJaIfx3Vunu6L0a1g6ODpOQkMzMzU1NTKysrR0fH5Y/LJ4qTmNgYCoWCTvk7qQZ9NX2qpaSmYGdTLf9e/vdTTa1R9w/00+l0ExMTEolEoVLu3Lmjs95r5dOKi4uLTiTxc6jm4eFhYmJiYWFhaWlpZWUVKYjc2d3RGdU8ODy4MNVUatWr169odBqRSLSwsKBQKNnZ2bBLh2ojo6M2tjZ19V8XaOpTzc/Pz8bWJigoCB0zNjaGL92enp6odJ+liMiIuLg4ifTre/v7qYZpsdvZt2HIJyEhIfZqrEgsuhjVRGKRlZVVWnoapsVKSkocHR1XPq3weDwIpR1+JZzJ+mxv+VOoZmxsDPUDiUSKFETOv5vXYBoNpikqKkLxFOPj451dnOEd4qnm6uaKz2wxMTG7e7twWN7dPH9/fyiMMKqZlJzk4elxojiBgn9qyJi/RLXU1FRjY2O4u7m5eXBwMAyrfvMN/wRdmGoKpSI0NNTR0VGtUb94+cLMzAyaYxWVFTY2NpAvdaRPNZBSpVz5tFJdU00ikbKystQatQ7VioqK8K8jMSnx5q2bmBb7D1ANOrt4AdUEUYKfTrX+gf6LUQ1paXmpvqHe3t6eyWSqNerExET8m/xFVMO/IkS1g8ODkJAQfarB3c+imlAo/H6qoTx/eHQ4NT2Vnp5ubm4+9GfrjPWNdT6fj8iBfUdfLSU1RSLT/Y46MjIyuhjV8K90dGwsJibGyMgIZrt1qDb7ZpbJYhY/LUannDoC2dzSTCKRWttaoTYcGxvjcDjv3r87P/14JScnX7lyRST+aiX4j1BtaHjIx8dn5dOKpaUlzO7gqTY3P2fHsHvy5NtrSzAt5u3tzffmnyhOQsNCYfQ1UhAZdy1uc2vTw9Pj5s2b6O4/TrWw8LBT0zA4NGhtbd3S2iKWiN093IuLP39Hnb5aZmbmqVa7E5MT8B2bW5qdnJyWlpeaW5qZLObC4kJpaSmNRju1Cv2rfbWQkBA02P636i9S7U9HFz4oNDU1Xfm0kpySjExoRsdGqVTqwJ+nCkD3z6AaUmBQYEpKilKlHMZRzcPTMyMjA/9t3N3doR4Bqo2eQbXdvb39gwNUYL6famqN2tTUtK6uDo3e5OXlIaq1nU211bVVa2tr1OJTqVWJSYlnUW1ufo5Op9fU1uikBObVnJ2dpV+atyeKExaL9f3zamdRDWwm8VZ8g4ODTBZzcWlRLBG7ubk9fPQQ7WpuadanGkgQJSCRSAqlIisry9DQEA2g7e7tBgQEIKq5nUE1KAz4ocu9/T0anXbWvFptbS16n8XFxfDtDo8Ow8LC8DM6h0eHEZERYLZzlmV/06smBpOBLLNh0vebVIN/Dg4PiERid083fu/O7k5gYGCk4OtZb+feWltbA9VGRkepVCreTDE5JTk0NPSbAcodHBxy8/JQH6i+vv6vUg3U29tLIBBgHlGHaguLC2w2G788WSgU6lNNJBbHxMQwGAwwy15bX6NSqUNfpsbxkkglm1tb+JFGUHaLZGmJAAAgAElEQVR2truHx+HR0Zc3tmtrZ3s+1SYmJzEtFhEZERUdhaY5R0ZHDQwM7l+Uaqtrqy6uLvfu37O0tBwdG8X+TLWt7S0/Pz8HBwcdE4lTdb/gPofDGR0bZTAZjY2NmBZ79uyZg4PD4NAgg8lAOeTHqRYXF+fo6Kj/SiHjMZiMtLS0mdkZBpOBaoDPVPvwAdNi8fHxEZERaFoHr2PRMZVGBV8q/v7+Mrlsb3/PwsKirb1NECXgOfNOdc73l6j2vOQ5h8M5deHKL9ePUG14ZIRAIJSUlvj4+NTX16NHdeLx7ubn649LnE+1g8NDKyurUmEpXBlRrfBBIZPFRGamA4ODJBKppqYG+xbVYmNjb926Jf5Cgr9ENT6fn5ySrFAqFEpFXV0dlUb9Hqqp1ConJ6eU1BSJRKJQKiorKykUyllUUygVbm5uPj4+Bwd/quM0mGZkZIRKpcLo0Nb2Vnx8vKGh4TlUg2wEOodq8+/m7e3tkW8hqUzq5+cXKYg8ODyAkRlYb6BUKXt6e5ks5qlU29zadPfwgCZkbV0tgUCAFu7a+lpEZIS5ufk3qQbYJpFI4Glw+eNycEiwkZGRPtWORcdOPJ6buztgoLml2Y5hB99OpVZlZmaSSCTUk+sf6KfSqOBh7yyq7ezumJiYCMuEao16aXkp/Eo4gUD4TqoNDQ/Z2NpAJYV0oji5fuM6kUiESr+js4NlzzIxMTmLaj29vRQq5dQ2H15p6WnOLi47uzuQ/dhstqmpKdS/QDWdrvxZul9w38LCAlqEQqGQTCYjD4QSqcTb25tKo0I7o1RYSqVSCQSCvg3kyqcVEol0/cZ1qUyqwTSOjo45ubn6tV5rW6ubu7t+N665pZlAIPT192Na7O3cWx8fHzMzs++h2svqarB80WCat3NvfX19z6GaIEowh/tbWFyQn8jxVJPKpMkpySQSydbWFl4InmoqterR40cEAkEQJdCxaNfXyOgIjUbLyc2xtraG4jw5NWlhYZF/L9/c3By1v3+cag0NDUQiEXk/wUutUYeGhTo5Ob18+ZLD5aAmDp5qrW2tVBr1VK+wCqXC1dVVWCa0tLREnUsnnlNuXi6Xy01OPsWCD/tCNdQoPJ9qM7MzdBt6bV3tN3Ppz9ePUE0qk1p8+cM3P7u6u6k0qpeXV0BAQGBgoKOjI3zaJ0+eWFpaLn3xT7p/cBAdHc3n8wMCAgICAhhMBpvNBlqMjY95enlBTfFp9ZOPjw+FQgkICPD29qZQKPEJ8ZB15CdyBwcHZJGFabHEpEQPDw/oPQQFByWnJKOhD0S1W7du6fv7eP/hPZlMrqiswLSYBtPU1tWSKWRfX19PT082mx13Lc7V1RVWeHR1dwUGBgLhQFQqNSo6Cv5/9fo1iUTy9PR0c3NzcnIKCAiwtbOFXZGRkSEhIfv7++jEyalJMplsb28PL8rT07OlpQXTYhKpBOaxPD09ORxOYGCgh4dHenq6VKrrxO/w6MjWzhZeTkBAAKbFioqL4B+UfRMSEp4+farBNEqV8nnJczKZjBLGYDKgB6DBNN3d3bZ2tu7u7p6envb29pmZmbZ2ttDvzM3Lg1MCAgK4XC6DwYCPeHh06OLqamlp6enpaWNrc/369dirsdBb2tnd8fPzw6/9mJufY7PZYNK2t7/H5/MtLCz4fL6tnW1YeJiXl9fzkuc6T4dpsfaOdisrKyaL6eXlZcewCw8PR99ue2fb1c2VTCF7e3sHBASQSKSU1BRomfb09tgx7AB4sN4DLMQwLZaRkWFtbc3n85lM5o0bNzw9PRlMBuyKiIjAG6mPjY1yudyAQHjuAHNz85u3bukPAg8MDtox7KysrLy8vLhOTk+fPnVzc4PezPjEuIODw8jo1+VcR8dHSclJRCIRrhkUFMRzdtZ/6qXlJQcHByaT6efn5+Hh8fz5czKZDBP4GkzT0NhgZmbm6+sbGho6MPin1ZmLS4s2tja+vr4BAQFeXl5UKhUtKt3Z3bGysnJwcAgICIDHBCsDWAvF4XDuF9xns9mfl140NNDoNHTZ8opyR0fHqekpDaapq68jU8gurq6QaV1cXIBY6enpNrY2+uNda+trAQEBJiYmvr6+XCengsKC4JDg3Lw8DaaRn8g9PT2fPn2KqPbm7RsOhwPGigdHB76+vmQy2c/Pz97ePiU1xcLCQn+QEIzOLP785+nlubi4WFpa6uzijCwUXrx8wWAycvM+m32eKE48PT3RyIr8RB5+JZxEIpl8+SMSiQ8fPsT0vg6mxWBaEdlroC3QLgTB3WFWuOlVE8+ZB7zs7etFWQ6vN2/e2NjaoIwKCgoKQnWpn59fXFwcyoHCMiE87PXrX7kyPjHu4emxsLCAabGDw4O4a3H4zIb8XanUKnifFhYWyAz7Ts4d2KI/gPQ5dy0u2jHs7Bh2AQEBMH6WfecOWB2D1Bq1hYXFl2VXsty8XBKJ5OHhAVnFx8cHX23+Qv0I1TAtNjI62j/QPzQ8jJ/xVigVI6MjlZWV5RXlVVVVXd1dkNdXPq30DwygryI/kQ+PfD6svKL85cuX6JkPDg8mJieQTerG5kZDYwMc1tnViUqOSq0aHhlBgxuYFpt/Nw9r7DEtNj0zPf9uHjUqEdUWFhfwiwFAYol4cHAQJUB+Iu/v76+oqKhvaNja3lpbXxsbH4OhgN3d3anpKfywwODgILJoOFGc9PX1lVeUt7a17ezuLC0voZUMb96+mZ6Z1mliv//w/sXLF+UV5ZVVlZ1dnagndyw6bmhoqKyq7OvvO1GcTM9Mv//w/tRBp4XFBXgzUOutfFrBW66rNeq5+blPq59gNFWhVIyMjMDB1dXV+EWRKrUKdtXV1S1/XD48OhweHob0vP/wvqamBs6qqqrCt8e3d7ZfVr+sratdWFxQqVUfFj7A3eUn8smpSbzjiWPR8cjoKHr8vf296urqqqqq0bFRSCS++4vXzOxMeUV5Q0PD2vra1vYW/tsdHR/V19ejjIFGq/b295CDD4lUMjA4gMZdRWJR06um8ory6ZlppUo5MzsD/Sr4QPgEHx4dtne0V1RWwPUbGhvOGp4aGxstryhvbmk+ODxQKBXjE+OQkQ6PDodHRpBxM0pbbV0tXLO+oR7fJkNSqpRj42MVFRVt7W0HhwdiiXgAlzlFYlFrWytcQadvtLO709jUWF5RXlFZUVFZ0d/fjy+YU9NT6L6wpbevt7yivKu7SyaXwQeCIZat7S18F1OhVPQP9MMHkp/I+/r7KyoqyivKX7x40dPbA1NfERER+EYMXkvLSy9evKipqfm0+kmtUaOCqdaoJyYnUOZEmQTes/b/tGvrazU1NZWVlVPTU5AG/IoalG8/LHwAz41IUHusrq2OjY+dOgQHRWNickLHF0Zffx8qTdXV1XNzp3tOmZya7B/oxzsZmZ6Z7h/ox38O/N23trdGx0ah0oDMqX/NY9Hx4NCgjsMmiVTS0toC6amtrZ2bm0OVwN7+Hjws3i2ITs25s7tTXV39OQM3NKCaQYNpPq58hNPRwZtbm7BFx6sIXsMjw3C15pZm8MKDn/6AyXtU1o5Fx69ev0LV+/DIyN8UH/wHqfYb6TK+2j+m39l96GXiv1OeXl4/N+TFZXy1S11Ql1T7LXRJtcvE/5u1f3CQlpam7337R3RJtUtdUJdU+y10SbXLxP+v6ZJql7qgLqn2W+iSapeJ/1/TJdUudUFdUu230O9Ntd9al1T7h3RJtUtdUJdU+y10SbV/TJdU+4d0SbVLXVAX9pj12+mSav+Yfuds83sn/nfWJdUudUFd2Gf/b6dLqv1j+p2zze+d+N9Zl1S71AX1r6KaWCLOzcuF1aYSqeSsdccX097+3tz83Km+Pi8mDab5sPAhPz8/LT2tqKjoWHTm0sUf1zlU6+/vR3efmJy4d//eN90MIqk16o3NjfWN9V+Xckz77wJD06smcK/+VxO/u7f7ceXjx5WPOu5FWttanz59etbpvX296enpf9vTHYuO8+7mXeyD9g/0Fz4oPNXrIKy31Vkg/KsFVNvc2px/N/8Tiy2SUqV88PDB3xQb5Z/Tvfv3wFnlD6p/oL+yqvJvWkb9g/pXUW3/YJ9Op4N7rfGJcSqV+iMrYBoaG5a+eOfCtNjDhw/P9638V6VUKcPCwkJDQx8/eVxXV6fvS+kn6hyqFRUXeXh4QI1TW1vLZDHPctKhL/mJPCMzA+9x55fo30S1tPS0G2k3dALKfE/i4+PjORyOo6NjdXU1/oDs7GzkOeng8KCxqREfL+3xk8f40Mm/Wju7OzY2NvjYPWdp/2C/ta0V71nj2bNnbDb7VP8pIrGIzWbjQzr8DQKq3bp1i0Qi4d1n/CV1dnWC4z194f1A/ofFsmfhXTVeWM+ePYuMjPwLBecf1L+Wart7uy2tLae6jv5OWVtbgxNk0PsP7+sb6s9yn3MByU/k1tbW3T3dyN/Pr9MvoppKrZqemZ6cOiVs0M/U7081mVxmamqamZnp6+uLD/CN/Zlq8+/maXQa3jfjv5Zqb96+4Tpx8VF+zqGaQqno6OzA+1f7GwRUm30z2/Sq6RwfTueLz+e/ePni1F2XVPtLuqTaBYWn2o/L1NS06kUV+vnT59XkJ3IqlTo6Ovprv5AWw34Z1f4m/f5UGxoeNjMz6+zqzMnJMTY2Rg4nsT9TbW5+jkQi4T1V/mupBvHV8A2ac6j2j+inzKu5uLpUVFScuuuSan9J/ytUg0EMIe4PPF1KpJLWttbFpcXVtdXGpkahUNjS2oIG6Pr6+7p7ug+PDrt7ussrysHnKbogotr2znZ1dTUaxj06Pnrd/BruUl5RDgOJao16fGK8orICnwZMiy0uLVZUVhAIhOiYaKFQWFlVeXR8/GltVVgmPDj8XB99Wv1UW1sLp9TX16NRo+WPy8Iy4eLS4vy7+ZcvX5aVl3X3dOtH/VhaXnr27Jm5uXlmZqZQKOzo7MC02IniZGBgoLyiXCgUlpWXDQ4OovmAnt4eoVAok8smJifaO9oVSkV/f//r5tcisQi8Iff39+/s7sjksrGxsZfVL4VC4cjIV1/vKrVq9s1sZVUlekwUgv1Uqkmkkrq6Op2JkLq6Op2RHKVKOTIyAmEtpTJpc0tze0f73v5eR2eHsEz4svol3vMsXvjPUfWi6t37d+BFVyQW1TfUz7+b39reamltEQqFtXW12zvb6CKHR4dt7W1wYmVV5eLSok4k6LX1tbLyMnzbfHhkGJzbws/dvV1hmRC5IZ5/N//i5QuhUCgsE4InaNguEou6urt0ciamR7XBocGKygo8pU7N87l5eVZWVhubG51dnUZGRviqEFFtaXnpbv5dIpF4I+2GUCiE+A9ANYlUMj4xDm5eR8dG0bNIZVJ8ItFjKpSKvv4+CAMGkp/IhUIhtFfAGXRZeRk+29fW1h4dHwHVpqanJqcmX7x8ISwT9g/068+FLH9cvn37trW19c1bN4VCYWNTowbTANV293ZHx0Yhp01MTsBgiUKpaGhsAFjq3x0fCAmk1qh7+3qnpqdQNmhsbIRwDXD35pZmkVg0Nz/X1d0FL//N2zdw07Lysrb2tmPRMVANEoNYu72z3fSqSVgmFAqFdXV1EEYDUjg0PISS1NvXe3h0WF5RTqfTo6KjhEJhdXU1fmQYw1FtaXmpuaUZ3iEay9Fgmk+rn6Akoj9UfGZmZ/CF8VRvxZVVlaNjoxubG58LQm0tegOYFpPJZe0d7fAaa2pq1tbXNJhmema6p7cHX9v0D/RDaFD9Z4fpc4lU0tjU+Hbu7eHRYVd3F4Q7wItlz0q9nrq1vdXR2QH3wr8HsUTc3tGOf8bFL3M04E4abb8SceW/T7Wd3Z3Yq7EMBiM+Pj41NTU1NdXKyupl9UvsSxSSkJAQVze3qOiokJAQS0vLBw8fwNeKj4/ncrl8Pt/X1zcxKdHa2jowMBDmt8+aVzs4PIiOiabb0GNiY1JTUzMyM2COV1gmZLFY/v7+KSkpqampnp6e0C6emJxIz0g3Njbm8/lw/O7ebntHO5pXW99Y9/DwcHFxSUpKSkhI4HK5gYGBwN3m5mZDQ0N/f393d/eU1JTIyEganQbQwmt6ZjopKYlIJIaFhaWmppaWlmJarLi42NbONiQkJDU1NTIy0o5hV1X1ubMYExtjYGCQkJDg4OCQmJQoFovj4+NZLFZwcHBQUFBKagqTyQwODg4LC/Pw8EhLT3N3d6fb0MfHx+H0tvY2R0fHsPAweNXOzs5EIhF2nUq1/YN9Nzc3fMT63b1dWztbnVDO+Hm13b1dHx8fDpcbEBAQfiU8JTWFyWLGJ8Trj9nK5LKIyAgWiwWfg8/nc7lcqPLWN9YdHB18fHx8fHyioqKSk5MZTEZGRgaga/9gP1IQyXXiJiQkpKam8px5/v7+Oj3LqekpGp2Gj95Co9FCQkKQI3DgCgR+Gx4Z5nK5oaGhqampsVdjWSzWq9evMC12LDrOyMhgsViQOd3c3Hx9feHT46m2uLTo6uaamZV5qokEyvNSmdTb29vD01OtUe/t7xkaGubk5qIDENWmpqdiY2MJBAJkAIgzB1SLiYkJCAhITk728fFhMBlQ9SiUivx7+RQqJfxKeGpqalh4GIvFam5pVmvUIrEoPj4eAr6DDg4PDAwMIDra27m3Lq4u3t7eqamp8fHxZmZmzi7OuXm5u3u7EG7G39/f2dk5OTmZz+fT6DQUdhVp9s0sBMODHFVQWKDWqJ89e0aj00JCQry8vJJTknk8HpfLhZAC+Hm1ufk5F1dXuDv8FRQW6lxfpVZdjbvq4enp6uZ2JeJKRGSElZVVYlIivPaW1haWPevq1asODg4CgWBtfW1oeMjR0dHHxyclJSX2aiyTxczIyNCfV5NIJWFhYXw+Pzk5OSEhgcPh8Pl8uGZlVSXdhu7p6QlJqnpRtbO7k56RbmVl5cX3Sk1Nzc7OhpjgSEC1oKAgrhP36tWrVyKumJubp6WlQSPg0+onN3c3rhMXLiiIEhgaGkKgqJnZGXt7ez8/P/QGUAwEvEgkEnymSEHk1birdBt6fEI8KkEhISFcJy7kT29v77DwMJFY9Lr5NT4EI6bFeM68SEGkSCySSCXh4eFeXl7w7FwuNzomGtNiW9tbPB4vOjo6KCjIwcGhuqZaJxksexbPmefr63sl4kpCQoKNrU1MTAzsOhYdh18Jd3R0jIuLS01NvXbtGo1GQ5Eynz59SqPTgoKC4Bnd3N3+41TTYJr6hnpzc/MlnDmGs4sLnmr29vaoQZ2SmoLijsfHx5NIJIgOimmx3r5eIpFYVlaGnUE1DaYpKy8zNTXViWC5vbNtaGgInxy2CIVCExMTdIDOCCSeahGREQ4ODihsxNjYmI2NDViyAdUCAgKgIO0f7IeHh4eEhOi/DZ0RyI8rHykUSnLK54B7CqXi3v175ubm0BQFqkVERkxOTao1aqCakZHR8+fPoT/X29trYGCQmZWJns7Kyurq1auYFlNr1HQ6PTPra7D2u3fvnk81qVSSlJyUl5eHUlvfUO/q6qoTEVGfasbGxnX1dVCw2zvaTU1N9UMiNTU1GRsbAz8gqRAcDvtCNSsrq/aOdqVKCQFCzczM4P/nz5/T6DRUaNc31i0tLXWiAq18WnFzd8vJzYGfU9NThoaGVCoVTerk5uUaGxsvf1wWS8R0GzoK76RQKrKzsyMFkRpM09bexmQy8VHqGQzG6+bXGI5qYok4MTHRy8vrmyXkw8IHewd7YZkQtgQFBYWFhSE7pu8ZgUxJTYGnXl1b5XK5eXfzMC02PTPNYDIKH3xFQlZWlpeXl1giPodqGkxTUlLi4eGB6pd79+9xuVwA887ujqGh4bVr1yB58hM5hFvTn5c6dQTSyMjo1pcYcju7OwQCAYiFqKbBNKXCUgqVcv5EF1DNxtYGtU7y790jkUgQeaultcXIyMjb27utvU0ml4klYjKZHBQUhDpkL16+IBKJ07PT2J+pdu/+PRcXFwSn5pZmEok0Oja6vrHO4XB8fHz0WyffHIHkcDioHrh69SqTxXz//h2mxRKTEjkcDrrX4uIColpiUiKbzT7LCAVlGxKJRLehQ8QWlVr15MkTY2Nj6FwWFxcTicR3XwLZLCx8YLPZyx+XFxY+MJlMVKlu72wbGRlBbikoLODz+aib1dLaQiKRdnZ3gGpmZma3s2/rh+nBtBjLnmVtbV1bV6tQKtQadVVVFYFAgEJdWVVJIBBQINndvV1/f3+g2uLSIofDSb2eis8e/3GqnShObt2+LYgS4PfqUA0/Sbu6tmplZQUjKvHx8WHhYfj858h2zM7OVqlVp1JNIpUkJiayOWydxDQ2NRobGzc0NKAt30k1mVxGJpOTkpPQLoheCME2gWpNr5rQXny1hZcO1dra28zNzfGdDIBlb28v9oVqaGwBqObi4oIOxjfGQRGREWCYMD0zbWlpie94fZNqao26VFjq7e2NTrkScSUqOkpnKFWfavha/sPCB1s7W/3QwJmZmSYmJnibz6dPnxIIBLFEDFTDZ4zh4WEymaxQKsQS8dW4qympKWjX4NCgmZmZzjSqVCaNiY3hOn0Ob/jg4QNbO1tfX1+IpniiOAkJCYFArEPDQ0QiEcUnOzw6jIiMuJNzR6lS5t/Lx6dh+eMyhUIB2CCqlVeUs9nsb1vK/IE1tzRbWFig91D1ogoFase+j2pfv7tEnJSUBG2XV69fmZmZ4Qc/JyYnqDTqweHB+VS7X3Af/yl7+3pRoPad3R0qlYofhgoLC3P3cNc3yj+VakwWEz+v5unlCQ0jPNVevHzBYDDwLQZ9AdXy7t5FK3OOjo+MjIyKi4sxLdbS2uLm7o7e55u3b4yNjV++fIlOX1xatLW1hdjoeKqRyWT0WZUq5ePHj6GC7ujssLKywpcdpG9SrelVExoeLy0ttbGxgRwFDSZkrYanWmZmJh54Z2UbEomUmZmJtjQ1NZmbm0/PTMvkMn9/f3zA+pbWFroNfXdvd3tn29fXF7UXXze/JhKJMFBEoVJQflCpVUVFRRBQG6j26NGjs1LCsmclJCSgn9093VZWVjC2nJCQ4MRzQrvwVOvr76NQKPjM+d+nmlgiFkQJdAKB61ANz5tj0bGpqeng0CCmxeLj4wVRAvwCFA9Pj/SM9BPFyalUOxYdx8TG6HPl3v37BAIBPzb4nVTb2t7CxzUHeXt7Ozo6YlqsubkZDXCBvpNqNTU1pqam+ECCUHEA3YFqaBdQDY+Qc6hWXVNNoVDGxr5Gav8m1TAtNjQ0xGAwIGSlSCyysLAoKSnRfwQdqgUGBqK9Z1Et9mos/j1jWqyisoJIJH5c+QhUw0eUHvpCtaPjI0GUgM/nFz4oLHxQmJWVxeVyr169qhNUE9NieXfzTExMoHr19PS8ceNGbl4uDOhtbG64ubvduHED02IdnR0mJiZpaWlwQUGUgM1mj42PnShObt++7eziDNtvZ992cXW5EnEFKuK09DQGkxEpiCSTyUVFRd9cf6NSq+7dv2dvb4+27O7tmpmZdXV36WePb1qL4Kn24uULY2Nj/L1mZmfodPo3qVZdXe3h+bWvVlBYgGJY61uL/CWq6ViL6FMN02Jv597CYHhRUVHTq6ZTK3eg2v2CAvykqYGBwaPHjzAt1tLa4sXno0V1ff19xsbGr1+/Rkeura8xmAxAAp5qBgYGbDYbPmtaepqDgwMMjbx+/ZpEIuHtOZH+krUInmoGBgY5OTloF55qi0uLVlZWUdFRT5486ejsWP64rDM3DCKRSHfu3EE/EdV2dnfcPdzt7e3hQTIyMpx4ThBa+kRxkpWVhcZ70tLTSCQSzMYZGxv7+vrin/3e/XvYF6rpF20kHWsRRLXDo8PQ0FA/Pz98xkZUa+9oB2ris8dvQ7Wz9a2+2q1bf4lqNBoNitCpVMu/l6/BNH+Jak1NTRejmgbTUCgUfapBM/DCVOvr7yORSPpUg0LyI1SbmZ25ANVW11adnZ1hzGdsfMzY2Fi/2F+Manl3755KNQ2mOZVqFAoFUc3Wzhbizfv7+5eWlh4cHuhbozS3NBOJxMmpyZ3dHTuGXWdXZ11dnYODA6bFpmemmSxmd0839oVq7h7ucMGU1JSlpSUNpgGq0Wg0dKO6ujoYysa0WFp6mqub67379ywtLfPu5n1zmf+x6DhSEEm3oQd9+QsMDDQ1NS0qKoK67MJUa2tvs7CwwN/rO6n2du6tg4NDRETEo8eP8u/lW1pa3rp1C57ub6CaBtNMTk2GhIQ4OjoaGhoaGhoWFBboXPw7qOaFqLa4uEggEPSpBjTSoRqZTIbPGhoaWltbC9XIr6Cal5fXWVTTYJrRsdFIQSSVRjU0NCQSiTCQoKPzqWZtbY3yZ3VNtUgs0mAaDaaprKqEJpRYIgbjA/iyxsbGdgw7OCVSENnd042ill+MahpMEx8ff0m1P1Ht9u3b+I4tpsW4Tk5nUW1nd8fG1gYGRvSp5uLi8uDhA+yMeTWgGr7DDmptayUQCHj8lJSUfOe8GoVCycjIwF/N29s7KjoK+wGq9Q/061ANJk6g4vhBqpHJZLxJZE5OzjepplQpw6+Ew8zc06dPyRSyvoOGi1Htbn6+DtWEZZ/bE+f01Y5Fx1HRUbdv3/5mzltaXiKRSGXlZQODAxQK5eDwYHpm2o5h9/7D+7b2Nmtrayha3T3dJiYmc3NzOqcrlIo7OXd0MifS1xHI8nJ7e3s0gHmWtra3mEymr69v5Je/iIgIFosliBLAGOCPUE2n4piemaZSvzECiWkxlVoFY1MBAQGRkZE5uTloPP9voBpeh0eHqampdDpdhyj6VJOfyPEjkPpUw/u/AKpVVlZif6YaiUTSmfUAAdXGJ8b1d/0I1e7cuYOaXO/fv0NUw2tvfy8lNUW/dsLOptr+wb4X3ysoKOjUVI2OjVKp1A8LH+bm51j2rOfPn8N2IpEIE2z6+fNiVMO0WHx8PL5m29nd8fX1xVMNv1z4v2QPAfUAACAASURBVEu1L1KpVU+KnjjjpoVm38yam5ufRbXqmmoX18/TvDpUW99YJ5PJsFz6VKrJT+QpqSkWFhY6xnhLy0tGRkZPnjyBn8ei48TERHwNcg7V2Gx2cHAwSsP2zjaPx4Op0QtTbXxi3NLSElkQwR0tLCxgVvlHqLZ/sG9mZlZXVwfb9/b3goODv0k1TIuBdcbB4cHVq1dvpN049REuQLUnRU8IBAKyclaqlGAmjp1LNaVKmZ6e7uPj882cd6I4cXBwEEQJnj9/DvWFVCZ193B/9PjRo8eP3Nzd4LC3b9+ampo2NDbonA7mfM4uzqdeHFHt6PgoLCwMqA95oKe3B1laIg0MDtBt6HiXNBpMU1xcTCaTYWbxwlTr7eulUChv3nwlUHtHu7W19eHRoVQmTUpOwld8HZ0d+OzR2NRoYmKivyDhb6YapsVKhaVUKnUUN5CAnUa1ru4uEokEM0Y6VNvc2iQQCPn38tHpo2OjFAoFem94qkUKIoODg/UNVXp6e8hk8vOS5/rJuzDV4uPj4+LioM5RqVVl5WWnUk2tURcXF3O5XP3rn0U1lVoVExNDp9NP9UZ0LDrmcDjPnz8HexBkHuLq6hoTG6O/xOhHqHYn5461tTWyexobH7OxsYEabGR0BL0K0LVr1/6jVMPNwvX09pAp5LLyMoVSUV1TbWlpaWZmVlxcrFKrPlPtS3UzMjpqZmaWkpqCLPsR1TY2N4JDgu0YdsjgEEe1CWQD2dDQYGZmlpiUiAebWqPmcrnu7u4fVz6KxKKYmBgSiWRkZLS7t4dyVUJCgkj8+ZvhqVZfX08ikV68eKFUKeUn8rv5d01MTMCY5cJUk0glbDabw+EAxtY3Nvz9/YOCgqBg/wjVMC0GKyX29vc2t7ZCQkJIJJKJiQmsvfsT1er+RLW5+Tkikfj02VMej3fq+MzFqDY3P2doaHj16lVYMdM/MGBjYwPNi3NGIDEt9rr5tbm5+bPnzyAnKFXK3b3dU8cA4xPimSxmQEDA3fy7sCU9PZ3nzAsNDUVFVKVWcbgcZ2dnhJz9g33IVwODAzQ67U7OHdSJ2d7ZhjQgqmkwTU9vD92GDmY47R3t5ubmOna2mBa7c+dOUFAQngoaTDM4NGRpaTk4NKSTPZY/LhsZGeXk5qBG7jlU29jccHZ2dnR0BNO1za1NHo+XkJAgP5FrME3hg0ICgTA/P7+9s52ZmWlmZobPHuUV5QQCoaSkpL2jfWp6CtWPf5VqOkZuelTz+kI1MaLa4dHR+sYGdGKOjo/dPTwcHB3QMlD0afBUm383b2tna+9gDzlTZ15NrVEnJCawWKzhkWG1Rn14dBgTG0MikSAleKotLi5aW1s3NjXCZeUncmgoHxweODs7UygU/Z43zCyc6njvfKp1dHaQyeS+/j6lSllUVGRja2NoaAiLRLe2t5Bh8P7BfmBgoM50Bval/jmVapgW6+ntMTIyupt/F/KnTkFISk7i8/mQ4dHp1TXVOs8OwPsRqvX09hAIhKLiohPFycuXL23tbIlEIvSnj46PPL08HdmOW9tbyx+Xg4KCjI2NfxuqXTgSzbFIlJmZaWdnx2Ay+Hx+TW1NTEzM85LnSpUSqGZtbW335c/X1xfZjMXHx5uamtra2sIuLpcLPTxMix0eHQUGBsKRc/NzAQEBEqkU+zLgyWQx4RQOhwOGhQuLC1wu187Ozt7BPicn59mzZ25ubsjitrS0FE5xZDvOvpkdGh5ydnZGdfSdO3ccHR3hgmw2Gzn36+vvc3Z2HhwcRE/67NmzhMRThrP0fYusra/5+fkxmAx4LYGBgWhAMjs7m8f7mkelMundu3fR+hVMix0fH/N4PLRADdNiWVlZyGJwfGLc1dXVzs7O0dExIyMjJyfHzc0N6ojautq4uLi9/X1Mi7V3tIeGheJXWbq6utJt6BQK5VTfYyeKk8ePH4Nx+cHhQWJSIt4n5MqnleDgYJ21q6Ce3l4nJyd4eyx7VkpqCrSgd3Z3rkRcycWtKJiZnfHz84O7w3Qsy54FJ9rb299Iu3GqL+aOzg4ej8fj8dCwUld3F2zBz2Gsrq16enl+zmQMOy6XC9WcQql48uQJyjBMFjM+Ph5u9PDRwwcPHwD8FEpFZmZmSGiITC4bGBzkOTv3DwzopORq3NXCB4U6g7dr62uxsbGwOkUne2TdzIIMYO9gv/Jppbq6Gt9rlMll9+7fQwMMb968cXN3Q8Uk/Er4u3efrcw/rnwMCgqCxAcEBPT19/F4vLHxMcg8Dx4+cHBw8PH1cXN34/F4NrY2pcJS+Yl8/2A/KChocfGr0XlGRkZcXBx+/e+X8nuckJgA93V2cVGpVbV1tRGREXgAxCfEw0JMiVQaERlRU1ujwTSw2gylmcvlDuAKCwioRiKR8MUc2df0DwzEx8fju8USqSQqOurzZRl2Hp6eE5MTsF4t+0423g9kSWkJujss/YTt0zMzKEPa2dllZGagjGTvYA+Vho4bEYVSESmIBBM2UGNjY1BQ0Pz8HKbFjo6PomOiGUyGHcMuNCy0traW58wDquGzlh3Dzt/fH1VuePH5fDR+iGmxnt4eLy8vtEDl4aOH6EGYLObNmzcRMNra2yCrw7wMUnpGOmQtqAfAmmZ3b1cQJcAPjOkoLCwMv3pkdGzUx8cH1lzJT+Sp11PhWVzdXIuKihISEsD0FF4dh8Oxs7PjOnFjYmKePHly8+bNX+Fm+ufrR+KrSWXSqempmdmZvf19DabZ3ds7Fh1rsP/P3nu2NdW0bcPnvT3f7+39E88vIFITSuhNIPQWUHpHSuhIC02aFGlSpdcgiihdKVIEQq8BEiC9r3g9H98Po+MyCQEUFc+Lte0fklmzZs2aOWb2KccchxSwWnFJ8dzHOYDvmgqJ5O3tPfV+CtxCH4eSSCVHx8dgTC0QCo6Oj+EKhkAoWFxaBI/ML8yD0z9SRLq7tzv3cQ6M1jlcDu3oCGq1CUXC5ZVlEP/s/FwgEqLvisSi9Y11kODW9hYcKPH4PNrREfrgAZPFApwhB6UWs86ZzPmF+bmPcwuLC+gB7OnZGZoeJFLJ2dkZA5WsRCqhHdHQQnN2fnZ6+qXHB5YO5j7OUdeoIrGIxWbRjo4AVbA5bDqDAfLP5XGPT76b/RyfHINTXErVtKSIlMligoUssURMZ9DRHAMGKErnUlJEekg7BKWHNqkOZurolTGBUHB8coxWCVmlroIHV6mrF5nlFAgFtCMa7YgGyVgoEoIQuXZ1fHIMUltYXNg/2EfHX/q0BG4tfVqCmpZn52fnzHNYGkwWE7yFx+fRjmiKB56Ojo8UMymRShinDEAVTBYTzRkcLmdhcQFIHTiMJV/v52fo+dA58xw2E7m1tRP6ydzHuU+fPvH4PCgeUkT6cvCll5fX3Mc5mP+a2hoHR4fdvV1Q/mjFztOzUzqDrrQSWWwWfLUUkbI57BP6CVpO6Aw68AUhkUpO6HSwcMJkMUGzAlDqHwCwWmJS4szsjGI0Hp+nmCUen7e8vDz3ce7j/EdgjAawWlVVFZrV+AI+Wn7QknZweABzBTUzBUIBdY0KqkNO21aKSE/oJ+ga53A5xyfHcJXv7PxsYWF+fv4jh8sB4gcq6Oz8DPZFcx/nFFetoeSgKxQIGExcIpUsr6x8lc9PoOeUE3W5JUo2h7249EWk1zfWAQuKJeIT+okKK/DHJ8doeeML+EfHRzAbsF89PTsFZ6vQkbd3tkEXDcRDqW7XbcSvsAMptwIpB0Vtkd+Df6sdSNUQCAWhYaH19fV/Uhxvkx3Ivz3zUkSamJSYl5eHnnzPfZyzsbFRXCv+U1CqA3ldAFbLyMj4GZv9d/hvxB2r/TD+ClY7Z55bWlrKGcr63bhlxPBXZ16KSPPy8wICAvYP9s/Oz87Oz07oJ3FxcZGPIlVZs/y9uBFWE4pFAy8HjE2Mg0OC//gX3eFvwq9gNTqDHhUV9er1K6V3s7KyUlJTFJV5fjVunNUEQoGLi4tSLYwbxw+z2vzCvL+//yV2EH41bhkx/NWZlyLS6ZlpAoHg7OLs7+/v7+/v7u7u4eFx6RGF3wmxRJyRkfH8+fOfYbXpmRkrK6vo6Gi0XcQ73OFyXI/VrgaRWLR/sH+Rpbij4yPaEe1nxP3HcOOsJpFKtra3uLyLDePeHH5mrrZ/sP+HPdjeMmL42yESi7a2t9ra2l60vHjR8uLl4Mv9g/3f36BUQIpIaUc0xinjZ9a96Qz68Nvh2+MZ5w5/DX4Fq91O3Dir/U78MKvdCtyx2h2uj79U5vX19f+/u0vhkjM48Gtxx2p/BWR/NTH81Zm/wx/CX8pq//u///t//s//+Z+7S+H6fbVwx2p/Be5Y7Q7/bfhLWe1Pc8ftvX5fLdwgq0mkkusuo0sR6Q889WNQwWq/Mxs/hlvCaj9YUD+d+T9bQb90ywp8mtKvuyj83wel9XvHav+y6/fVwg2yWmRkpKLBIdWgHdH8/PyAXXkWm/Vm+I1Sx3c3AhWstrK64ufnB50H3kLcElZjsVnBIcGX+ySTw09nfnl5+U9VUCwptr6+Xumtre2tsfGxn1RnEEvE9Q31efl5iuxVVFzk5+en1LbLtbC3vzc2PvZ66DWEnE+7n8TR8dHE5CRMfHJqSrVPUUUsfVoKDgleQ5lEQf67We2ff/65kXRu1fX7auEGWc3RyRHavroidvd2zczMgA3i5ZVlDQ0NYKHnB8DlcRsaGwYGKBdF+Pz/LmS1ubk5MzMzYKxBDhMTE8+fP+f9hKKjSCxqbGpsftH8M4PuW8JqZ+dntra2Y+PyZqUuwU9nfmZ2xszM7PccopCDu7s72vAuGlXVVZZWlj/JEGKJuLCoMCY2RnFGmJCQYG5hDq16/hi6uro8PDwI9oSw8LDIR5GRjyJ9fHzQhjovwt7+XmZmJtrjM+2IlpiUKHdiZ+nTko+Pj4OjY2hYKEg/ICDgIpMxKur3vs19YMYJQjWrbe9sJyYmKloCuxQisaivv6+tve1nSvXs/KziWUVvb6/iLdCD//PPP0qZ6aJwxWjXuvuPwnVlrvl9188U+PVwe1hNLBGz2ewf1kFnMpnhEeFol0hyUDFXU8FqDQ0NwcHBLNb1xp5oCISCyEeRSrutq+OO1W4hqwmEAg6Xc6mHNtX4paw29X5KW1vbx8fn4PAAOKUUCAV8Af8qNhAWlxYNDAwmJr+d319bW8NgMGijgufMc1c3NwtLi/WNdZi+otWxq9TvdVltZnZGTU3tB8ypAKOycr4hr4tD2iHRi0gmkxVvgR78J6nlWqx2a2lM7vqZAr8pXInV+AI+k8UEsHewl2M14B2NyWIq2nwD4SurK6amptBfDIvFQp/OFggFrK8Xmu34Aj4MZ7PZwHTQ/sF+cHBwVlYWi8Vkod4olohBTB6fh54tSREpj89jsZgsFmt8fNzU1FSR1VhsVnV1tb+//8HhAYvFgn2BRCrhcDnot397BHWB+AwGAwxjz8/PWSwm/BCJVMLmsFksJpvNgrnlC/hw9QZaOxVLxCw2C5azigPsEqmEhUoNfCaLzRIIBeDbQQQmiylXGmwOG90ZAVOTiiMMNKsBl2mKRpNh5TJZTBabJRKLwEvlelIOlwPfKEWkXB4XPKJ0WDP7ldW+lLyyvMH3ypUP/GTgmBFGhqbzmCwmMOGvtEghq4nEIrnvFQgFbA4blLZQJORwOWBzSCgSQoqCuZLLsEQqAeGnZ6c5OTmqWQ0UNcwkkAd0TiRSCZfHlXsFj8+LiY0xMDBQNNgvlxMOl8NkMUH+QaBQJJx6P6Wvrz/0ZgjW48f5jxgMJv9JPmzUwAkDsPl7EUBkpTwK5eTdyDs5VhOKhKD3UMqRAqFgdGxUTU1teXlZLuewR1JqzhuRIXQGPS09LTY2VrFewBtZbBa6LoDpSwgQf219zd3DPS0tTbF/Az34HaspXiqE5IbxM3O12bnZpOSkqOgoAD09PZT1/bPGpsa4uDhwq6i4CG4/fJz/+DjtMQgPCgpCe0GLjY19++4tkKTtne38/Pzo6GgQE1AOh8vp7etNTEqEL01JTQGLJGHhYSYmJjY2NiD8kHaIyJD9g/1nz55FRUc9inpEiiM1NTdBIR4dHU1OSQaRgXdjRVZLTEx0dnY2MjIKjwiPio4C1uIFQkF7e3t8QnxUdFRMTExZeRkwQspkMauqqmDGoqOj+/r6EBkS+SjSxNTE1Mz0UdSjqOgo4PzznHleU1MTGxsbFR0VGxtbXV39xasvpT86OprL4w68HACO3g9ph0+e5EdFfUk2Li4OeMxRitOz0ycFT9COSARCQWJS4uTUpBSR0hn0ysrKmJiYqOioxKTEFy9eQAIoLilG+6Jb+rQUFxc39X5KLn3Aai8HX/b395PJ5KjoqJzcHGi4VigSvhl+k5KaAgshNjZ2YXGBx+fFxsai+z4Wm5WVlQV2YQVCQUNjAyhPICqg7tAAc7W+/r7q6uq4uLjo6OjikmK44SQSi7p7uqFUZGZmUr9aRqcd0crKy4AUxcbG1jfUg09+8eJFRkbG8vLys8pnoDSG3gwpJTZ3d/ecnJzRsVEgtNnZ2dCa7dCboYyMDLAT/P7D+9Ky0hP6ycvBlzW1NXQGXSKVjI6Npj5OBbnKzs6GxgzpDHrJ0xIQ/ijqkZ2d3UWsZmxs3NbWlkXOApkEZu/3D/bJZDJoKbDec/NyV1ZX0Y9v72y7ubnJeceVg0gsamlpAe00Li6uuroaLB5OTE4EhwRramp6e3tHRUclpyQvLy8/evQIg8HY2dmBnO8f7BcVF927d++i9cbdvd2npU9B5MSkxI6ODmiul86gN79ohnLi4+MDWU0ilczMzqRnpAOZT0hMGBkdkUv5zfAbHx8fNTW1oKCgqOiop6VPz87PxBIxFL+YmJj8J/lKLS9HPoq8f/++uYU5eDVYADhnnre0tsD2WFtb82VIesooKCyA+YyKjgKNIjgk2MDAwNraGgSitQFAD351plG6coh+VimHoeNf5V2KK5MXPXLRGqbqtc2r5EGFHN4wfpjVVldXnZydrKysXrx4QRmgUAYo5hbmgNX4An5efp6BgUF9Qz1lgNLY1GhgYFBUXITIEDaHbW5h7urm2t3TTRmgNDQ2GBgYwP4U7qtJpBJSHMncwrypuQkkfnh4CJxl4PH4+IR4ENjd021kZPThwwdEhnR0dri5uYWEhoBbYA4UGxvr7Ow88HJg4OXA48ePtbS0gO/N6ZlpPB7/6NGj3r5eygClrLzMwMBAkdVevX6VmJTo7Ozc0dFBGaAAfxMVzyqsrKxqamooA5TKykozczOwEFHxrEJDQ6Oqqgpk4OXgy43NDUSG9PT2uLu7e3p69lP6KQMUsKCUnp7u4ODQ2tpKGaAUFRcZGhqChZ3i4mIMBhMQEIDFYt3c3Hh8XmZmpq2tLUiTMkAZfDWoQn3gnHn+KOpRydMSGLK4tKinpzc2PiZFpEnJSbZ2tp1dnZQBSl5+Hh6Pz8754pnay8sL7YPmzfAbbW1tRfcWgNXMLcwJ9oS6+rrndc+1tLRiYmLAtBI4e4yLiwNZramt0dTUfD30WiqTOjo5Pnz4EI5sFhYXTExMgLew/Cf5urq6lZWVlAFKW3ublZVVdk623LQDsBoejw8OCW5vb6+pqcHhcCVPS8AYubWtVVdXt7ikmDJA6ejosLGxiYyMZJwyRGIRiURycXXp6++jDFCyyFk4HA6ofiSnJGtoaNy/fz8tLa2vvy8iIkJXV/fg8ECxSN3d3fF4vIWFRUVFRUtLi62trYOjA5hAoPfVurq6zMzNHJ0c9fT0Hj16dHR8ND0zbWJqkpOT00/pb21tdXZxdnFxQb5q3Ojr61dXV1MGKH39feER4Rex2r179ywsLbLIWb19vWHhYcYmxrQj2tHx0cOHDx89egRjbmxuWlharFK/84eytr7u4Ogw/HZYRSsueVpiZm5WUVFBGaDUPq+1srKKiIhAZMje/l5NbQ0Wiy0qLqIMUF4PvT4+OW5qasJgMJGRkaB+mSxmXl4e2msgGnQGPSIiwszcrLOzkzJAeVLwBIvF1jfUiyVikVj07NkzLS2t3LxckFRZWRlkta3tLRtbm6SkJMrAQHdPt7+/v7GJ8dL3Hs83NjdKy0rV1NRADzMxOcEX8EfHRvF4fHp6OmWA0tbW5unpaWdnJ2enH7THoOAgb2/vLx0L7RCRIQWFBZZWlvX19ZQBSm1tjYmJCXDIkpCYoK2tXVdfBxsgaL9NzU22traBgYEgEG2BU3UvL0ddSn8rUojSu3LJqqAT1Sx1xfyo+ASlZKx4qSaUm8S1WA2udEsRafOLZhNTE7SJNicnJ8BqwNvkt13lz0h4RHhsbKxAJKisqrSzs1ulriKfEeQzsre/Z2Zm1tLSAv5qaGjU1dchn5HllWUdHR2gGyn7LAOgM+h+fn4RkREwBNgX/jD9QfZZxmQxwyPC8/LzZDIEYH7+o6Gh4fT0B5lMJpPJEBmip6eXl5cnFos8iZ6urq50Bl0mQxAZMvfx4n21xobg4GC4Knh6dqqnp1dUXAT6U4lUkpSU5ObmxmQxIyIjHB2V+F9W3Ffb2NzQ0dHp6f3i0p7JYrq6ugYEBCBfWS0zK3Nndwd4eyESiW1trbLPMlBEqiFBJCVPS4heRPj2p6VPHR0dNzbX6Qw6Fovtp/TDGUlObo6JiQlw+OTl/R2rDQ8PK3Uzfc48t7W1JZFIcNBNziYTCISNzQ1EhgQGBfr6+cIN/FXqqqam5tDQkOyzrKy87L7Nfehtrqu7y8DAgMvjLq8sW1lblZR8o+HMrMyg4CC5dafZuVkzM7OW1hbwVyKVPHnyxMraCnj3eOjzMBXlF7GmtsbV1XV3b2dhcUFfX39yahLWnZGRUVJSIiJDUlKS9fT0ht8Og3pcWV2xs7MrKytTrD53d3cvby84zWpqbrp37x4YsH/Hat1dOjo66RnpwLOSWCJ2dXUNDQuF85gXLS+0tbV5fN6b4Td6enqwbMUScVFR0UWsZmRkNL8wD/6ub6w7ODgUFBSIxKLEpEQsFgun2r19fd4PvOVWGmdmZ0xMTOSmdLv7u7v7u6ArP2ee37t370nBE7hY19rWqqWlBUpMyb7a+nf7akKRMC093cjYSGn3MTY+ZmBgsEL9Nn0sLCx0c3cDlrRsbW2zyFnorEJWy8vL837gTWfQgc3+dyPvtLS0Bl+9kkt/dm5WTU1tZ+/bvtr9+/djYmLgwvLs3KyWllZDY4Nie8zO+W5f7fjk2MDAoLOrEy7w+vr6RkRG0I5oTk5OPj4+il93SDv08vIiZ197X00FB1ydt641kbpiuIo3Kn3dRZ+ggtiUysnN4zOiordUNVcTioR5+XmRjyLRgVBbZPDVoJm5GXSctrG5YYA3AB7wgoODg4OD4UgcrS2CoOZqVVVVtra2cprc2zvbxibGaC1HPp8P52qK2iIVzyrc3d1hL/Nh+gMGg2lvb6cd0fT09MD6HsAVtEW+9E2vh15jsVgw/gXLpJ6enpmZmcD/nrmFOV3BEqsiqzU1N5mZmc3NzSFfjdWaW5gXlxQjMqS4uBjtOvn0lBESEpKckqzUGbxSDL4aNDI2goNHJyfHkJAQJovZ29drZW2FVtibnZvF4XBgGfBaczW0tkhVdZWVtRVY8zQwMCgsKoR7DIDVXg+9Rj4jm1ubOBwODHREYlF+fl5wcDAoT319fVjyTBbT1dUlKytLbq42+722iBSR9lP61dTU2Bz26uqKhaUFdCXK4XJ8fX1DQkMYp4yKigpHR8f19TVEhkikkrfv3uJwOCBgySnJ1vetYfp0Bv3BgwdyThoB5LRF0K7S5eZqDx8+hIO8Q9rhvXv34KSZxWYlJCbYO9gD2b537x7sfK+uLSIUCYOCgvz8/BAZ8qLlhYaGBjxikZCYkPo4VW4osL6+7uDoAD2UIjKkrr7Ox8fHwdHB29sbkSHjE+OamppoL6zr6+t6enqVlZXI1bRFLpqrSRHpi5YX1vet0dtpYJCxsbFBO6Kpq6uj6RbNakQi8XHaYx6fJ/ssEwgFObk5WCx2eXlZ7hVy2iIn9BMNDY2amhoYQSgSYrHYuDh5f7+K2iLt7e1W1lZg9CCRSpaWFs3MzMoryllslre3t4Ojg6IzhB/WFrk6q11EJErvyqV/lciXEtJVqEt1PuUuxbL6VfixFUilekSQ1VpaW3A4HIlESktPi4uPIxDsHj58CIaHvr6+4eHh8JGLWK20tNTe3l7Ow+za+pq6ujp6V0k1q2VnZxsZGcXFxT1OexwTE2NpaRkbG8tiMbe2t3R1ddFO2a/Oau0d7RoaGsEhwWnpaamPU52dnX19fcFGy9jYGA6Hs7e3DwoOSn2cOjw8DIbSiqz2/PlzHR2d8IjwtPS0pOQkW1vbwKDAs7NTRIHVJFJJa1urvr6+o5NjaFhobm7O5OQlPmW2trcsrSxBt0s7omloaJQ8LZEi0o7ODrkN+cWlRRwO10/pR26I1dTU1MrKv0130KyGyBAbG5uKigrgmTAkNARU+svBl7q6uhEREWnpaWnpaY6Ojk5Ojssry3JbXLMKOpCvXr8CrLaysmxmbubv7w9S8PT0NDAwGJ8Yl0glxSXFBgYG0dHRaelpcXFxlpaWkZGRYBX0V7MalUrFYDBubm4gVz4+PgR7AhDdkqclaCa4lg5kWFgYYLXV1VUdHZ2qqioQbmlpqXh0BLAaGC3Bz9za3oqKirK0skRkyLuRd5qamkNvhtDCo6enB3jrJ1mtobGBQCCgNXdWVldwONz6+vrB4YGamhq6IaNZzcXVxc7OLjklOS09LTQsFIvFNr9oVlQOkmO1Q9qhpqam3LkgHA4XExMj96Bi3/Ws8hkOh4t8FJmWnpaQmGBraxsaFgqYrKen5969ew6ODmHhYY/THr//8B7Ma28tq12FeC56+z///PPP//zzD/x5QWpXz6fcdVGXdfO4QVZzQrGagYFBydOS+vr6J8KgTQAAIABJREFU+vr6cVQn+DOstru3a2ll2dHRAUMuZTULS4uSpyUNDQ0NDQ2LS4ug2f8kq2lpaaWkpoBPe/X6FXqAvL2zHZ8Q7+LiYmpqqq2tXVVVJZFKlLKasbHx09KnIJHR0VHYaOVYDWB2diYiIsLBwd7IyEhbW7uvv091pbq5uSYnJyMyZODlgJaWFhgUT89MK7Ia7LZuhNVc3VxVsFpSclLko0gOl7O1vWVjY7OxuYF8ZTUyOQsURWdnp1Kdt0tZDQpbe3s7nNcWlxTb2NiUV5SDWx+mP8B55O9htaDgIPhdcGH2RlgNkSGGhoZBQUESqWSVumpsbDw9My33+M7ujpubG7paAVJSUwCrra6uKmW1js4O5Gqslv8kH4PBKFVbHXw1qMhqllaWO7s7l7Kah6dHTW1NQ0ND84vmiw42KGr2K2U1xaM+SlkNj8fn5OZ86a8mxtH6k5+WP8XGxhIIBFNTUz09vc7OTolUciOs9j+oqdW12OJSVvufi2daFyWiYvFQ9dTw6pGV1uMvwY+xmlAkzMvLjYqOQgcSCHaA1V4PvTYxNVEqjoFBgSEhIVBotra3LmI1xfMre/t79+/fb2lpgSFMJlMFq1VWVbq5ucFswPNqu3u7enp6ySnJMOb09LRSzX5EgdXeDL/BYrGvh16rLlaBUPDo0aOw8LDz8zNFVmtpbbGzs1N61EYpq8F6OqQdmpmbpaSmqD4jVVpWamNjw+VxMzIysFgs6GqnZ6Yh/QB8mP6AZrXExESYw8FXg1paWtdlNU9Pz5Kn3xxFflr+hGa1rq4ua2vrs/OzyalJDw8PsAk0MjpiaGiotOTRUFyB7OrqwmKxHC6HSl21tLIEy4xyqK6ufvjwoVK99l/NakfHR/fu3QMaUnIoKy/DYDDoYxv5T/Kvwmo8Pi8gICA6Jhr8zczMdHBw2D/Yr66utrW1VVwl43A50THR+vr6crfkWA1tD2h1dfVarFZbW6uhoYFew4QYfDVoY2ODZrXZuVnIanKLLpNTk7C9BwYGwhVIFSKhyGoaGhpg7RRAJBZhsdirsFpnZ6elleWlpyH5Aj7Y1+cL+DfLatdliztWuwQ/xmoSqaShscHS0hI2zrdvh7W1tQGrra2vmZqZAi1kOZSVlTk5OYG9d5FY1NLagsViFVltdHQUi8UOvhpEL6ocnxx7eXnB/TC+gF9RUSHHamg95tm5WSNjIziGhazGF/DNLcw9PT1PTxlAyisrK5Vq9iMypKGhwc/Pj/lVeY9OP9HV1YXadyqQnJIcHR3NZrMUWY26RsXj8UADUA6qWQ2RIQ4O9nl5uRKpZHtnu7KyUqnu8uLSoqGh4eTUpLe3t3+APwg8pB1isdi+/j5YpAUFT0xMTNbW1xAZEhERERgYCBTGWGxWRkaGurr6dVktPj4+Pj4e7Bjx+Lzi4iI0qy0sLpiamS4sLpSWlaakpoA52fbONoFAqHhWobow5VhNIpXEJ8Q/ePBAIBTQjmgPHjyoqq5SfGpubtbC0gJqW8jVzi9lNUSGODg6hEeEK2q9d3Z26ujoQCbYP9h3dXO9CqvNL8xbWll2dXeBvzMzM8bGxhOTEw8fPoxPiFdabv2Ufg0NjaLiIvTkA7IanUG/d+9eXn4eFObOzk4tLa0P0x+Qr9qzaClVZLVPy5+MjIy8vb0VzYaNjI7g8Xj0KKrkaYmnp+fR8RGdQbe2tq6trQXhTBYzJiYGslpNTY2Pjw/jlHFdViPYE0hxJLhhOTM7o6Wl9fz5c7kHAatFR0fDkEPaoYGBQXdP96XWf8Ijwkkk0s2y2g+wxXVZ7SrEecdqCCJD3r+fMjUzdXNzHXozFBISoqmpicPhAKuxOWygo9XV3TUxMT4xMT74anBjcwORIWCYFhMTMzo6EhQUhMPh1NXVFVlNLBE7OzubW5j39vVOTExMTEycnBwLRcInT55gMJiGxobXQ6/9A/zd3Nwgq/EF/ITEBDNzMxCfw2GzWMyQ0BBra+vx8fHx8fGpqanndc/BQlBubq6GhkZySvLLwZfu7u46Ojrq6upKWe3l4EsDA4N+Sv/ExMT2zrYUkRYWFhoaGjY1N4EXdXR0gPC379729feBwO6ebgO8Adj2EIlF6enpFpYWY2NjExMTYBPOz8/P3t7+5eBLEL+lpQV0anKsxmIxe3p63r57OzE5MTExXl1dDdT0ERlSUlLs4OCANmiEhqGRoZeXFx6Pb2v7ZhkoKirKzNysq6trYmK8vLxcV1cXTlhbW1vxeHx9Q/3AywEHRwddXV0MBnNdVhsZHdHW1n7+/Pnw2+HwiHBLS0t1dfX6hnrYd3h7ewcEBtja2sJARIbk5eVqa2s3NTcBUemn9CuqBgBWa2hsGJ8YH58YLywq1NTUbG1tlUglIrGotLRUQ0Ojuroa3H377i3oiwVCgYeHh5ub28joCLjV0NgAyv83sNrE5ISWllb+k/yx8bHxifGBlwPjE+OIDAHqLfr6+t093flP8jU0NLBY7EWsZmho2N3TDT7Kz8/P1tYWHUFfX9/Pzw9ujipFZmamlpZWbGzsu5F34xPjPb09rq6ugNUQGULOJhsYGJSVl42Nj7W3t1taWkKVv6PjI01Nzejo6JHRkan3U1wel3HK0NDQ8PHxefvu7fjEOOCPouIiDQ0Nf3//V69fgUKuq6uTSCXHJ8d+fn6gCY9PjFc8q1BXV6+srBRLxDw+LzEpUUdHp7Ors62tzcraCo/HozX7rayt0tLTJqcmQYJAyV4OS5+W9PX1CwoLxifGFxcXBEIBWDbPy88bnxjv6+9zcHQwNDRUNKklloifPXsGBs3jE+Mn9BNw6AUcQgBv7O7pph3RpIi0o6MDRBufGO/o7DAwMOjo7JAiUsYpIzQs1NbWFtxC2728lEuUrkBeiy1UMNDVIyt9xXWJ7eqs9s8/t8IJjDLNftRvkVjU0Njg6+sbEBCQkZGxsLhQUPBk6qsW9cHhQVJyku/XKyw8DC4nvmh5ERgY6Ovrm5OT/W7kXXpG+sTEOLgVHx8PTlxKEemn5U/R0dEwBbBecUg7TElNAQm2tLYwWczQsFA4HpxfmA8JDQHxQV9DXaPGxcX5fb1CQ0PBYS9wDszX1zcwMLC4pHh8fDwzM1OpYWU6gw5i+vr6NjY1CkVCLpdTUFDg7+8PAoODg1epq3wBv66+Dgb6+voWFBbAGd7y8nLko0gQDj5wd283JTXFz88PBIaEhNBoh4gMGXg5QCKR4NvPzk6LigoDAgJAzMDAQMhScfFxoWGhcK4sh6qqKg8Pd01NTfSJ5qPjo+zsbJBUUFBQUXERVFETCAWFhQX+/v5+fn7Pnj17M/wmMTERjNnR4HA5ubm5q6jTvm+G32RnZ4MhM5fHBaZYAgICSstKZ+dmAwICYIfLF/AbGhtiSbEpqSloVUy+gJ+fnwfLLTAw8L3C6e+1tbWYmBgYx8/Pr6m5CX772flZydMSeNff3x+cSpQi0k+fluLi42A5h4aGgtltW1tbdnY2TJ/JYpaVlw2+GlQsyZKnJRTKN7XbuY9zJBIJzP+G3w6TyWTw7R+mP5RXlKNnZhKppK2tLSAgALw6ICCgp+fLWY6Xgy9BE4iLixt6M9TT09PY1Kg4UaiuqUZ/cmJSotxOc1l5mYOjg4aGhmrrIb19vVFRUTCpkJAQOMkQiUXlFeUgkwEBAWQyGX3Aq7OzE9wKDfvScAZfDcIvAh/OF/Cbmptgu/P19Y18FAlO/m1ubSanJMNqffbsGez919bW4hPiQUNuftG8uLSYk5MD1JUlUsm7kXehoaGw1tDqymhRrKyqBC0uOzv79OxUKBJ2dHTAnCQkJlxkKn1ndwdmDJy+px3R0tPT0e1xd2+XzWHnP8n3RV3oKh4ZHQkODgbhG6jBpRxJXMRbSuNcfVYkF//SRBRv/fM/qqJdxHmXEqqKzKsQ0d+GK1Er45QBTvUr3uIL+IxTBgB6LCOWiM+Z54qnIxXBYrNgCrD/BckyWUxgnYhxykCv3Z+encrF53A5IOSceY7WjxeJRSDw0mzAFKApHYFQAF8E7TCJJWIYyDhlyG2hw2+R+xAAuGyiCKFIeHp2ClJG59bI2Ejptg2ARCqpqa1xd3dXTA28ERSg4ouuUi8qIBKLQG6BSDBOGVexCiiRSmBRnDPPFWctIFkYR2km4S34dgAenwdvXf2AxI1ALBGfnZ+BV5+dn6G/CzSBi6w6AbA5bPQnK5akSCwiZ5MfPHig+KwUkYpOGeKzU+H2lpjFPF+jnuxsn2xt0hYWmLRD4c62+OxUzKALd7b5DPrJ0uLJ7s7JGpV3eCDmsIU72+LzM+HeruCIxtjZPvr4kb63y9/bFR4eiDnsk8XFk63No49zvIN90fGRcGf7S/pbm0fLy0fz8zz6iXB7S3zKEB4ecNfXTra3jubnz/b3hLRD4f6emM0Cb2eurx2trjAP9oW7O2IOW3h4IGbQJVwOuHuyuHiyvnayuUH7+JF/dio+ZUgVygpKLFpmmCwmKC4VhuUQGQKmnoxTBrRDhpYT2B5BLwEhV1+wctHh1+3rVYf8O66/jNX+IvzVXkPlVoq5PK66uroKvz8cLic+IT7/Sf6fz/kdfhnoDHpQUBD6kBaEVCxidnexerppjyI5IyMnGemcsTHO0NBJNpk3OUGLjWH39zHb22gx0Zzh4eOUFN7szNnz2rPntbzpD8cJCezBl8cpKecvmtmvBo8TEnjTHxj5+YyiIt7c7HFKCvfNG1psDIhPi43hTU6cZJPZr1+dVj47yUjnjozQHkUyuzoZRUWHEeHc0dGTjHTu2NhpWSn67SfZ5POGevh2RlHRecsL/se544QE1uDLo5RkJnh7YiJvZprZ0y35OY8/vw2gF5fr1JX39F8V6b/r/cFfGCj3Vy5BFXfl4ii8/Rp3r5X+xaudf7xqEOWsdjssx/8Y/k2sxhfwqWtUFaNRxinDydlJqcLOHf41WFtft7WzXVxa+uM5+RX41/tX+++Zq4Hr99XC9bRF7ljtT+GaJb+3v+fn53eRLskd/h34OD8fGBT4k4vGtxb/elb7n6vtvf1rrt9XCzfoX+2W47+K1URi0Tnz/Cddf93hlkMgFCjdhvx34L+B1f6rrt9XC9ecq/2VcgbwX8Vqd7jD3447VvuXXb+vFn7MZv/fiDtWu8v8f13m/2b8pb2Nnp7en6aP23j93//7f39fLdyx2t+Bv7pvvcv8Ha6Pv7q3ucOfxM+wmlAk3D/YB5AiUpFYJBAKLrU6o4iz87MT+oniJhBI8KY+9TazmlAkPDg8QJ/qu3o93TZwuBzaEU31SawbgUgsOjg8uOgc+o3hpkteJBYBH2M/mQ6LzQJN7/jkWIpIhSLhTZW5QCjYP9j/DTWIyBCxRHxCP1F6bPQvZTUpIj1nnh/SDvcP9k8U/FLdZgiEgn/JTvzPsFpra6uOjo6NjY2Hp6dILJqYnKyoqLjKqVs5ZGZlPnjwAJgyQqOntwdtWf8n8WOsRmfQb6rfPDo+uui09crqioaGhqLNuqvU0x/H8ckx2o1WW3ubsbGxUtvNqiEUCY+Oj1TIDzg8Dv9ubm1qa2tDgx2/Cjdd8nv7e1bWVmgLMj+Ac+Z55KNILBbr6OSYmprK5rAbmxopKNeDP4OFxQU1NbXNzc1fW7AyBJEhdAbdx8cH7b0d4i9lNR6fFxwcjMfj3dzdMjMz/3h+ro6srCy0Mby/GD+sLXJ6dkokEsPCw9Y31sFcrba2Vqnt8EtxEaslJCRc5D/+B/BjrBYbG9vff6GRvWvB1c2tqblJ6a3LWe0W48GDB1MoG1c/zGq7e7vOzs4q2lViUiLaJOBvYrWbxo2wWm9fr6amZlNz0/bO9jH9hH7K8PX1fZz2+EZyCFhtY3PjN5TGyb+O1fop/aampl3dXXv7e3/XXE1NTU2pyc1/Ey5htaPjIxdXF6W20q+Li1jtZvFjrObs4tLY2HgjGVBXV0fbyUXjr56r6enpoV3z/DCrrW+sq6mpKXVrAkAkEtPS0+Df/2ZWq6quVldXX0EZ5LxB3LHaz+Bp6VNF35B3uCVQdV5NLBFPz0wTCAQymUxdo25tbwGTjJtbm2Bl9oR+AkyLcric9Y31re0tuR0yJotJ/XrFxsYqZTXGKQMKxyHtECTI5rCpVCrtiAZeBNKnUqlwEUwkFu3s7hwdH0mkkhP6CXWNure/J5aIIauJxKL9g33qGpW6RkWb9BZLxBubGzw+T4pIj46PmCzm2vqara3tk4IC6hp1fWMdWhHk8rgbmxsghd29XTg93djcAF8B3gszyeaw1zfW1dXVk1OSwVPoJTsExWocLoe6Rl1bXzs7P4M7lJtbmzRU4fAF/M2tTbguKhQJ1zfWQbIQMCY6UKkVRKFIuLW99SUO9bsC4XA5G5sbVCp1Y3NDLsMALDaLukbF4XD1DfVUKnVza1MoEkJW4wv4Gxsb6+vrcouKYokYlv/G5gawzMvmsIffDqupqdXU1KA/AZ1JRyfHqOgoKpVKXaMyWUzIamKJ+ODwgEqlAvvr8ClgtRbI2PbONtgo2t7ZltvTOj453j/YV9xREEvEO7s7sPRggUsR6d7+Hsw/nUEHJ8boDDoQUSAem1ubSneFIasJhIKt7a1VKvWQdij39hP6ySqVukql7uzuKGaMxWaRyWR1dfXBV4OrVCrt+EgsEe/u7x0e0SRSyQHtcHd/D110G5sbIPOgka6tr61SV+XqFJTwKnV1lbra1993RVYDbQQ8tb2zDTeGV6nUA9ohIkNoRzSQQ/ShOpBJ8IHvP7x3dXNVymp7+3tHJ8eg7a9Sqej+gXHK2NreEoqEYEMa2FyVSCX7B/ugug9ph+CNfAF/Y3ODyWKCboFKpcrtXovEor39PdgXQQuu58xzUEQSqeTo+AhUpVgiPqQdgu89+v6jYMWlpadZWVu9ev1qlboKrU6fM8/X1tdXqdTtnW0oFeDVJ/QTiVRCZ9CVbqvzBXwgJKvU79qv6g4WihYasLoZpwwQsru3i24vsGmIJeLNrU0OlwNa0CqVip50Aquta+tr6MSVtqBbCFWsdnZ+5h/gr6WlZWhkSCAQQsNCRWJRZ2dnUHAQ2PlobGqMjo7u6uoKCw9zcHRwdnF+VvkM7ipNvZ8KDgkmfL309fWVslp7e7uDowP4nZefFxgY2NffFxERQSAQiERidXX1x/mP4RHhDo4OBAIhIyMDyBDjlJGQmFBUXFRTU+Pt7U0gEDw8PXp6eqQyKZCSuvo6Dw8P8GofHx/oWvqcef7w4cPht8NPS5/GxMSMjo25uLpqaWkZGRkRCARvb2/oByA6OtrRyQmk4OrmBjf/fH19ydnZFc8qHj58SCAQHjx4AFyizH2cIxKJGAwGj8eDp+S6jJXVFXV19ZDQkOjoaAKBYG9vHxwSDAyfIzIkMDCwpORbs1/fWA8MCgQ+EARCQV5+noODA+H7C5EhR8dH6enp6EC0VxrYZmpqapxdnGGc4JBgcOuQdhgREeHo5EggEBydHDMyMhSdekxMTjg6Od67d8/M3IxAIAQFBx2fHLe1t+Hx+MamxpiYGEdHR0dHx8SkRNhiuTxubl6uu7s7eJ2jk6O3tzciQ2bnZl1dXdXU1EzNTOEnoNtwaFiotra2vr4+gUCwd7AfGx8DrFbytCSLnAUq1N/f/+PHb74fGxobiEQiSM3d3b2f0i+WiJ8UPCmvKEd3AY8fP35S8ESuTQqEghctL9zc3Qj2X0pmZXUFkSF0Bj09Pd3VzRUEOjg6xMTEgGFNS2tLVFRUT29PeES4o5Ojk7NTWXmZYlcFWM3d3T01NdXJ2QmI1tt3b2H/0tnZ+eDBA5C+m7tba2urHDtOTE4YGhliMBgrKysCgVBVXX12fpaUnFRaViqWiDs6O3x8fOBIgjJAiYyMPDyiATkMCAiwd7AHJZ+SmgLYjnHKiIuPA5khEAgWlhZXYbWZ2Zmw8DCQGoFAcHZxhuREIBASkxKf1z338vIiEAheXl7Db4fhg52dnZ6enuApGxsbUImK6ZNIpNy83LLycg9PD1BKwN8FSCE8Inx2bjYnNyc0LBR0HYVFhVCuvL293wy/kUglG5sbPj4+1dXViUmJQM4jIyPX17/Y3KEz6MUlxW5ublD+o6KiqFQqIkPejbzz9fUdGx8rKi6Kj48H/gQ6OjpgzolEoqL34PqGejwer6mpaW1tTSAQqqurERnycf6jv78/aKTOLs7FJcVAOwbUWmNTYz+lPzAocPyr6xK02MfExMB6iYuPg5VSV1cXExvT2dkZGhbq4Ojg4upSVVUFXRtWVVWhGzW41tbXpYj0w/SH4ODgr32Xa25uLmS7qKioltYWkLHAoMCenp7ikmLQgmBXhsiQjc2N8IhwWO/gSk9PV3QleAuhitWkiPTg8MDF1eVZ5TOxRCyWiOX21YpLijEYjJ6eXktrC5fHbWpuwuFwwK/uCf0kICDAzNxsaWkJ2O8PCw9TymqVVZXq6urgd2xsLAaDMTYx7unt4fK4ZDIZg8FoaGjU1tay2KzllWU9Pb0XL14Ax04PHz7EYDCWlpZDb4ZOz069vLzu29xfpa4iMqS3r1dfX3/ozZBYIuZwOSQSydDIcGpqCrRtTU1NTU1NDAaTn58P1DKdnZ3r6+vBN0qkEg6Xo6+v7+Xltbu3K5aIj0+OfXx8oNF0MzMzDAbj4uIy93GOyWKSSCQTUxNEhkikErFErK6uXlBYAIsL/aUrqysYDAaHw5HJ5LPzs5XVFTuC3cOHD8FdK2ur5ORvnruXPi1Z37eemZ1BZEh7ezsYs4MJkIurS1JyErDH39jYaGpmCjwqAOPxit7JV1ZXjE2MJ6cmQRwWmwXIksfnWVtb2zvYb21viSXitfU1ZxdnUpz8ohn4Lj09PZAB8F1t7W2g6mtqasQS8cDLAT09Pei6LCoqCo/HUwYoQOGqtrYWbJ1KpJJV6qqamhrgHjmOkSJSsUTs6en5OO0xrAvAahoaGrGxsfsH+3v7e07OTtBNwZvhNxoaGoBXxBJxdXW1rZ3t2flZS2uLv78/nK5xuBx1dXXQ+6AxMzujq6vr7+8/PTMN5lJAzzAqKurevXvDb4dBNp4/f2593xqMZCueVWAwGCwW29TcxOFyWltbsVisom9YwGrq6uqRkZFr62tcHjcgIMDI2AgM/N+NvMPhcNk52aDiCosKbe1sgZdddGlUVlaqq6svffoEssH4uq8mRaQbmxsOjg5ga4Av4Juamebl50kRKZvDtrCwiI2NBdMRygAFb/jF/d6TgicYDKa6uprH54kl4sFXg2pqapsqWY3FZunq6j548GB7Zxvkwc3d7VHUI3BXTU0Ng8EQCITRsdHTs9OIyAg9PT0w1Vj6tKSurk4ikYBrhfWNdScnJ6Ws5unpicFgnJydpmemd/d23T3c7927BxwJ1dTWaGlp6enpYTCY0rLSc+Z5Q2MDFovt7unmC/hCkTAxKdHNzY0v4C8vL5uamWIwGE9Pz0+fPq1vrGOxWFIcicPlSKSSp6VPdXR0RsdGwSfMzM6YmpqCltVP6Qe9AXC7enp2OjMzraenV1VVxRfwuTxu/pN8vCFeLs9iibjkaYm9vf3yyjJIc219zdjEODwiHHzv+MS4gYFBXX0d6HB8fX319fUxGIyPjw9gUwiBUBAcEozFYheXFkH79fPzCwgMAMVYUFiAwWD09fXb2tq4PG5jU6Ouri7Y3p56P2VgYFBVVQUEIyAgwMPDA0y8GKcMcwvz9PR0kLeuri51dfUnBU/AG13dXMG+Gp1Bt75vjcFgbO1sp2emj0+Ora2tiUQikPNYUqyLq8v6xrpQJBx8NWhoaDg9M63Yp91OXGIxS3FfTY7V9PT0oB9OHp/n5eX1vO65FJHOzs2ampnOzs3CBy/aV5NjNSMjo8mv/tsmpyZNTEyAGy3ka3dJIpG4PC5gNS8vLzhc3dnd0dXVHX47LEWkoWGhmZmZ0E0Mj8/D4/Fl5WWgyrW0tIqLi9GTEpfv99Vqa2txONzbd2/BXyCXaFZzd3eH/qknJiaMjY2XV774wFS9r6aurl5UXAR7c9BtgZyoYLW4uDgXVxd4a3Zu1sbGZm9/TyAUkMnk2NhY1ZVIGaC4e7grOtSemJzQ0dGBs1hEhvT29hoaGSrd+1TcV9PV1YW9OZfHDQkNAUW0vLyMZjhEhtTV1UGFoB/bV8vLz4M66A2NDRoaGogMEQgF4RHhPj4+cJYzNj5mZm7GOGWsrKxYWlrCbT/g6RTKFcTT0qdeXl5ya5VzH+csLC26urpgSENDA5rV9PT0oGALhAIra6vKykq5dSrAav7+/ui84fH42blZHp8XExPj6uoKh8+r1FVTM9O1tTW57FV/v6/G+F5bpPlFs6am5srKSkVFhZWVFZgZNDU1WVlbbXzlqqWlRStrq7LysuOTY29vb3t7e/jSrzqQGyok50nBEyMjo9GxURji7uGOZjW0D9W+/j4dHZ2lT0uIDElITMDj8dDBngodSE9Pz+joaDgDAOuiQN+qprbGwMCg9nkt6G0YpwxHR8eU1BQQU4pI+yn99+/f5/F5gNXQqtRtbW0EAmFjc4Mv4JuZmz0tfQor6OP8RzSraWlpVTyrgIty1tbWYeFhcBmwra1NV1dXUWVXbl+tpqZGW1sbblIIRcK8/DwvLy9Ya07OTktLS4rnKFZWVqzvW6P9636Y/mBsYgzWDAoKC/T19aF3eDaHTSQSQeTXQ68trSxhPnd2d0xMTEBX3N7e7ujoiB4khUeEE4lEkD3IaoxTuvV96/j4bw7Wu3u6bWxtwJDX0cmxvKIcFlp6ejpYbvkr8LOs5ubuBm8JhIKIyIhnlc+Az2gLSwv0yswVWc36vjXsfxeXFq2srcB8GSAhISE0NJTNYQNWy8jMgLc4XI6dnR1wzOjg4NDQ2IDuaDw8PJJTkoF3JRMTE+AQEkKO1SIiI4yNjWFnp8hq6G53YXHB0spDflfdAAAgAElEQVQSdnPX0hZ5M/xGS0sLzC9VsFpSchLB/tti3fsP7y2tLHf3dkVi0dPSp2ZmZiOjI3B7TxGfPn0yNTNtam7a2d1BO4SD3SIMAcNY2IrQuFRbJCYmBhRRb1+vtrY2ekDzHaut/6y2SE9PDxaLBcLp6uZaVl4Gws+Z52QyOSg4iM1hgxktJN3snGxjE2PFxZOU1JTUx6lyhzoGXg7o6OigtzfkWM3VzRUt8wQCobSsVCmrobVFVldXCARCY2Pj/sE+0YuYk5MDwk/oJ6mpqT4+PopOQQGrra6uoOUQshqbw/bz8wsICHB1dYWrdtHR0S6uLkAShCJhXV0d3hA/OzdLpa7a29sXFBag5fbSFUgXVxcHBwf07F+O1aJjouGt0bFRXV3dT5+WEBkCfNxDgVTNavn531wpra2vqampFZcUIzKkprbG0dERODIFLcLC0qKurg78PTg8CI8Ij42NFYqEgNXQQrVKXTU1Nf20/Glre0tbWxs9mZZjNTNzMzh/OqQdYjAYOK3Z2d0BwybFbMuxWk5Ojq3ddx7Mm18043A4WGtKvx2RIe9G3hkaGqIby/r6mr29PVjLLSgscPf45j2Ry+OGhYWBJYfXQ69NzUyhlFLXqEZGRsDrcl5eXlBQEHrUXllVaWdnt7ZGRRRYraGhAUabnpmGrObm5lbxrAJKdXJKso2NjQpRuVW4nNVcf5TV7Ozs0Ce3fpjVKqsqYeRLWe310GvAauXl5ehe3sPDg0wmA/eAl7Kaj4+PsbHx+deR13VZreimWa35RbOGhgZ0Wh0cEhwYGMg4ZUgR6cLigpW1lY6OjoGBgaGhYWZmpuK4ks1hk0gkLS0tfX19Q0PDoOAgYOa/r79PS0vrxlmtpbVFS0treXkZ3vqlrIbFYo2MjIyMjPB4vJW11eTUpBSRcnncpOQk4Aibw+UQicSY2BjFd6WkpqRnpMvpyPT09IC5IMQNstrY+Nj2zrarm6u2tjbItoGBgZGR0cTkhKJWgmpWA2/R0dGJiIiAM8Lo6Gh1dXWQsqGhoa6ubnV1tUQqAaz2tPQpWm4vZTVLK0snJyfa0TdP61dnNQtLC3jrRlhtZnbGzMwMVreenp6jk+PKyooUkSqy2tCbIcBq8/PzOjo6kPURlay2vr6OwWBg1ejp6dk72Cv1ta3Iavr6+ugIzS+aQQmoZrX3H96bmn63pvXp05KlleWlrPZh+oORsVFX95cVheycbOv71qB3zcvLe/DgASw3RIZUVlU6OTmB0ckVWa2wqJBIJAJqXF1dtbGxSU9PVyEqtwr/NlYDzsYcHBxqamrk5mqFhYVAyC5ltbT0NENDQyjNf5zVmCxmZGSkurq6trY2DoeztLTs6e2BX7e7t9ve0V5UXBQbG6upqZmUnCTnoRuRIVwe9/XQ67r6uqTkJGtraxwOxzhlvBl+o62tfeOsNjI6gsVifxurPXr0qKOzAwAtXbW1tY5OjogMmV+Yt7C0QC+0QihltXcj7wwMDNAhN8hqU++nAKsFBQeBPFMGKBeZILmU1UZGR3R0dIhEImxo0dHRFpYWIOXu7u6V1RUwtvsxVgsNC/3drLZ2CavFxMSAr3v1+hU0VqLIai8HXwJW4/K4ampqg68G4a1LWS04JBi8YvDVoFJ7KIgyVjMzN0NHaH7R7OTshFzGakA4D2nfSnh1deW+zf1LWQ3s+WlqamppaeFwOBMTk4bGL/yUl5fn5+eHnvr39fe5ubuBkCuy2t7+HpFIvHfvHg6H09fXd3d3V9Qju7X4Vaw2MjpiaWmJXoGMT4j/pazGYrMsLC3A3omrq2tRUSF6FZtAIFyd1bKzs/F4PCAbRIac0E8ePnz4K1itrb1NU1MTdGpW1lawv0BkyPzCvKWVJWh7iAzZ3tk2tzCvrqmmDFBmZmeULjYKRcKAwAA3dzf0ME0Rra2tGAxmYXEBsBp8BSJDRsdGDQ0NgVjL4eqsNj4xjsPhpmemQbhEKql4VoFitbWbYrXTs1MPT4+LDNOMjo3i8fhD2iFQHVJqNyA7JzsuLk7OFgwoBPRy5bNnz36e1WbnZs0tzA8OD46Oj3x8fBISE1TUEYBqVjukHVpYWuTm5vr7+1dWfmkjKakpjo6Oiqc71jfWHRwc0G7TxyfGL2U1Mplsb28Pa5kv4Lu4uqhmNbCv5uHhYW5hDhsg7Yjm5eV1FVabnJpE76uhWW1tbc36vjX8UjQUWa29vR3sq3F5XA0Nja6uLqjmMDo2ehGrnZ6dYjCYjIwMxVfIQY7V8p/k43A4OGOWSCW1tbVXZ7XFrxuQIMTUzBSYKVDBaogM2djcMDAwqKiooAxQ4EIOIkOKS4o9PT33UAc/ap/XXpfVEBlSV1fn7OJMGaC8Hnqtuku5bbjEYtbR8ZGrq6siq50zzxAZUlJSArXRkO9ZbX5h3tzCfHJyAoT39PZgsdibYjWOMlarra11cHDY2NxAZEhCYoKrqyv7K6dOTk3q6up2dHYgF7NaWXkZpIru7i4tLa229jZEhkikEqDbeXVWQ99FQ47VmKzzyMhIuGofEBBga2cLyofH5yYmJWpoaEDKaWxqhGsIKuDl5eXr66vanlldXR0Ggzk/P9ve2cbhcI8ff+klhSJhQUEBFotVegBLW1u7t68X/lXBanv7e3g8/snXDnR2bpZAIMhpizS/aL4oe0QiMT4+HubhC6v1olit9wurSaSS0LBQa2trprIB9SHt0Mraqqm5KS8vT+nWCCJD+vr78Hj82vqaDHX+fWV1xdbWtrHpyyjnw/QHM3MzNKu5XZ/VxBJxxbMKFxcXiVQiEApSU1ONTYwvmqJBfGE1qhJtEaFImJWVaWhoSGfQe3t7cTgc0A7o6e0xMTGBQwqI07NTHx8fewd7IBs7uzteXl5qamqbW5uIDJlfmE9LS1M8Uz/0ZgiPx4N5g1AkbH7RrKure8lcbfkTIkMyMjKgtohYIn5a+hSLxT69jNWEImFySrKamhrQvZJjNS6P6+3trbQql1fkWS0gICAsPOz8/EwgFDg6OiYmJoLWvbm16e7ubmpqOjs7i0BWQ52b9PDw8PLyUtzjlENp6VN7e/u1rw+2tLZoa2tDY2ZMFtPLyyspOQnWmtJvR2TI8cmxi4tzfMI3lY2GhgYdHZ0vxxgKCzwuZrV3I++0tLQUF0iH3w5jsdjxr+Z7eHyera1tWHgYGGS4fWM1hgpW43A5SclJ+fl5qsvhD0L2w3YgL2a1c0Qlq7HYzNjYWBwOl5GZ4e7ubmJiYmdnd2OsxuUAVnNwcCBnk8nZ5JiYGC0trcLCQgkiBQ/ev3/f1dWVnE1OSEzQ09Pz9/c/PTtFLmC11NQUE1OT1Mep+fn58wvzXB7XxsbGzNwsJSXZw8PD3t7e1MwUzWrpF7NaSGiIuYV5ekY6OZssR0Irqyv37t3z9vYmZ5OzyFkBgQFGRkZgbIvIkJ7eHk1NTS8vL3I22c7OztXVFY/HQ1abmZ3B4XDa2tqmZqaenp5kMhloi7x6/QqUADmbHBkZqaWlVVtbK1fCtCMajJOckmxuYR4XHwdulZaV6uvrBwUHgcfxeDzgckW4u7vb2dmlZ6QXlxTv7O6oYDVEhqRnpOPxeFIcKTo62tjYGM1qPD7P2NgYFpHiGLCwsBCPx5NIpOzs7NHRURWshsiQ4eE3OBzO2dkZfF1aelpjUyNcgPX19dXT09PV1YUaJYol4+/vj8Vik1OSQQp7+3tCkfBx2mN1dfXUx6khoSHGJsbe3t7fs9p36xMqWM3W1hYkS4oj4fH4js4OMGN4/37KxNTE2tqaTCaTyeSMjIz6hnrFschFrCZFpNMz01ZWVkBNV/YZ8fLyio6OFoqEHC7H2dn5/v37jx8/BoknJiWCx+sb6rW0tB48eBAXH2doaOji4qyurg5YrbGpUUtLS2kROTk52trapqenBwUF+fv7m5iYmJiYgFsqWG1tfQ2Px9vZ2WVkZFhYWtjZ2RkZGT19+lQxfU9PTxcXFzKZTM4mh4WH6evrp2d82b+RYzVEhrx6Naivr+/v7w+Fubu7SyKVAFYLDAwE4b6+vkbGRi9fDiAyRCKV1NTUaGlpxSfEJyYl2tnZpaWnmZiYTE9PIzKEosBqi0uL+vr6RCIxi5wFJKq1rVUx26Wlpfb29mvrX9RWWSymf4C/gYFBQmICmUx2cXG+f/8+0EhUzWqIDGlta9XX1w8JDSGTyUlJSQYGBiVPSwADFRYWenh4wJg8FKuBmYOOjg7oE9zc3BKTEhcWFyRSCYfDjo6ONjYxBgJAJBLxeDzUVL8iq/EFfDKZrK2traOjY21t7eHhUV5RrnT4+KegwirNtVntw/SH2ue1oAWOT4yjbR6KxKKe3p6p91Og6a5SV9PS0+Li454UPJlfmB8eftPS2qJo+ff9+/dFRUXgN4XSX1tbCxd/aEe06prq9+/fw8gvX77s7ukWioSA1ZydnZOSEkkkEolEqq+vZ7FZn//fZ0SGiCXiqampzKxMcKu8vHxn50v/y+Vxn1U+Qy9kIzJkb38vNzeXRCKlPk5dXFpEZAh1jQoeLy8v39raogxQWr+qYlZWVaLX4mg0WnVNNWTiE/pJdnY2iURKSkqkfu2PAPYP9kmoKyUlefjtMOwNBUJBVVUViUTKyMx4M/xme3urprYGLCPQjmhEIjE3N7e1rbWioiInN8fNzc3X11ckFr0eep2YmADTrK+vV9xUW19fe5z2GMYpLSuFO0l8Ab+tvQ2UYVJSYl9f30XzvIXFBZBIXl7e3v7ewuJCxbMK9LJef38/1FZlsVkVzypIJFJmVubk5OTU1BRa++7T8qeUlGQSiZSW9lhxlHPOPC8qKiKRSHFxpImJCcYpo6SkBL0o+mn5E7p/pFAooASSkhJLSkqGh4fhwtfw2+GMjHRdXd2xMeVmJyVSycLiQm5eLokUSyKRUlNTwKH4E/pJQUEBiUTKzc39MP1hb2+3pqYGLOtNTU3BaRyQtLq6uomJCblzPKdnpzk5ObDM4+Lj2jvaOSjhH347nPC14oqKit69e6dYcXKsxuVy2trbhoZeS6SSqampiooK2GCXV5br6upOTxlAdMGr4+LjyGQy7LbAgScSiZScktzb17u1vVVeUc44ZYAlYqCGrohPy58yMzNJJFJNTc3u3m5zczO0IlhQUNBP+WY9dWt7q7S0FJLQ+Ph4UnISiUSqfV5LXaO2trUqHkBGZIinp6erqysoioTEhPqGeiic09PToFGj4/f19SUkxAPxKCkpmZ2blSJSwGpBQUGgPB8/Tn31+hUsz9Oz06qqqrg4UlZW1sjIyO7uTnlFOTjSsLK6UllVKWfI8fXQa5ifgsIC9OIehByrITKEwaCXl5fHJ8STSKS0tLTx8XGw3gBqTem3w4ZPofQnpySDzLe0tpydfWlWo2Ojih0s6A+PT46joqIyMzNb21pramoKCwv9/PyIRCJoUAeHB2XlZSDBrKws9NsbmxpBClwup6amBr0Bsbe/9/z5czBPHX477OPj8/z58xctL0rLSjMzM42MjXJychSl9E9BJat9RtCQfZapZrVrgcfnsTnsX+Ht4vjk+KHPw8zMTC6Py+awIVkCVoPiAm5JpBJEJlMNvkDA5rA5XC74K0UQEHLpg4oA71V0AiCWiEF+ALg8rtwAH5yiVZSb8opyGxsbmKBYIu7u6dbX1wcpwBJgc9hKz0hKESlfwIdx5KoDpqDU1BY6EVCbSq1qKQoZ+NiL2oDqpIQiIbpOVUOKSDlcjtICR2TI/MK8k5PT1taWihTAFIfNYaMZXSQWqcj/pQBn+dHVrajiKCe6ipBjtYug2Lyh5Cs2PfCZaDkRCAVZ5Cz05pbSer9uCQBN1Esf9PT0zMvPA2UFDk1fsbrRKQNWo1AoIFxRrkBtXtHjFaw7FflRZDX0g9d1aQIL+eoy39/f7+vri979XVhcMDc3h1mCvc1FjsNUW+D09PSsq6uDmzJCkTAnNycoKOjnnSvdFK7BaoDY4G3Aas/rbp2ZechqcuFoVvse1yanH4dCkV4OlfUUHx/vSfRES1hhYaG1tfUfrwU0bqeZ2sqqyojIiIs02W555qtrqtXV1dHb/r8i8+Dgx005uLkuPD090TosPwbAai9fvvxt2S4tLXVwcAAnZH4/pIi0sqoyNCwU8rcUkb56/crV1fWAdnDFRFSLjba2dlNzE6RDgVDg4emRlJz8exzy/WT+/5HJXZ9lss/f/gFWm5ubA3//+JdAKLLal+xfwGpfvuu34Mbrqau7S0NDo66+fmR0ZGR0pPb5cwKBgF4Huw24ncTg4upSWFh46QzgdmYesNqvLnmxRHx0fHTRvPlX4+9lNR9fnz81cZEi0rHxMQsLi8amRtAn9Pb22tralpWXXd0Ds2qxiYiMIBKJff19I6Mjb9+9zSJnmZqZAmuItwQqWU1lB81kMYtLire2ty7vylXgR6Y7FwJmrLyivLOrUy4bn//ff34ngd08IyorPQ6XW/u8luhF9PH18fH18fX17ejsYHM4Pzqb/N1C9g3fz02/C/kF4Al4jx8/fv/hvdK7su8gk8mHKMelE+4bxPDb4fiEyw8A3E5KviJKy0oplJ+dJu4f7GeRs+RUwH4pXr16hbbk/vvB5XFb21rdPdxhn9DU3HQtllUtNlvbW+kZ6V7eXj6+Pg8ePoiPj/84//FWGez/cVa7GfzA9aPv+s9fzmo3U3o3XrYXXwgqwUsJFRXnm2jeioK9ejn/aCn9ukGG7G9iNZQwgOHrfz5//ftj141vIFzn+nxRDv54OV9PbH62HH5ZZajK1sUt7rew2m/Ev5DV7vAvwK/pCGDzlqMKpfh93eUVr88y2WfZ5/98Rv/9K3Gl65cx64+84muBf18Xv6sofu66QjbuWO0Od7jDH8Pn/3z+43m4w78Md6x2hzvc4Y/hjtXucOO4hNXAeedD2iEAk8Xk8rhSRAojcHlceBcNGEGKSM+Z57QjGgg/oZ8IRULZZxmTxVTxIJ1BP6Qdnp6dot8lFAmBF3bZZ5nigweHB8ANvNIP4fF5R8dHMA8gEb6Af0g7RL9C9lkmkUpO6CenZ6foQL6ADz4BHBBBRwblw+aw0fHZHDbtiIYOAWfRYG5pR7TTs1ORWCT7LBOJRccnxweHB7CUDmmHxyfH4C4oZPQt+OAd7vC3447V7nDjUMZq//n2e3NrMyoqivj1io6OjouPa37RDMlj6M0QUdkFU+jq7oqMjCR6fQn39/efmJyQfZa1tLaoeDApOYlIJCYnJx+fHMOkVqmrgYGBs3Ozss8ypc8SiURwFw2xRPxu5F1SUpL3A28Qx9fXd+jNkOyz7MP0ByKRyOVx0fHpDHpMbExJSQk6cOjNkJe3F5FILC4pBowIcM48j46JJhKJuXm56PiUAYr3A2/4VyAUdHV3xcTGfMuoFzEmNmZldUX2Wba7txsREUEkEj2JnvB+WFgYsGa0tr72OO0xLEAikRgdE724tPTHRedfhf/8+lfcQRnuWO2P4W+X+Yvzr5TVvsnZ0qcla2vrsrIyygCFMkDJzct9+PAhDocrLCoEEVpaW/T19RsaG0AECHC3vaNdR0fH+4F3V3cXCK+qrgLnBAqLCu/du1f7vFbpg66urmZmZmZmZuMT4zAzs3Oz+vr67/5/9s7yK6rubfzf73reP+v3Vzz/AM3AMPTQKUiHlAxIh4FKSUqDICCoNAYhKQoCEsLQ3c0kk6d49Xux4XicGYYQg/tmr2u5PDuvfe347Dhn6OyEYAiP7+fnZ25uXv6yvLGpsbGpcXNrU6I6ra2tVCrVxMSk/GU5SFJRUdHX3wfBUGtbq4KCAovFIsZfW1+zsrIKCw8jesbFxSkqKj569MjGxmZ/fx/339reMjc319HR0dLSWlpewv1LSktUVFTwx8rKSg0NjVu3blVXVwMd3je8L31RCkwxNTVlZGQkYcO2tra9/T2BUODm7mZkZPTm7Rs8qLW1dWt768/3qn+SXPURfmXlmmrXcukig2qwFNUGhwZxHw6Xc+/ePUVFxb39PQiGKiorDA0NiRM6Lnt7e1paWi6uLtvb29KhTzOeKisrz8zMyFTLwcEhMDDw8ePHd+/exT2PqPaxkxgzKSnJ1dUVP7qUuFfb398PDg42NjZeXlmWLuWIauxTqLa3v+fj4+Pv7z8wMEAikRYWF/AgQLXs7GwymVxYVIgfZhKpNjs3q6SkFBUdxWAwZFYWUG15ZRmSGuGTU5NkMrmrq+uPd5TT5UqD4UrPrVfZ8lecaldZ+avcbSBY3pg9N9UgGHpR9kJVVRWcnsmhWlNzk5qaWvnLcpkFH1Ft9kSqhYWHNTU3GRkZra+vA88LUG1qesrQ0PDV61cySzkj1SYmJywtLWtqauYX5u3s7MrKy/AgQLWy8rKk5CQvby98C0WkWlZWlq6ubn9//0ltMDV9RDXpEd75sVNfX7//69c/1nUuo5P9/XK159arPD1dactfaeWv9ICVb/yLUK2srEyCasvLMnZCYGYfpcu+ATqVauER4ds7287OzhkZGcDzAlQb/jasqKg4PTMts5QzUq3zY6e6uvru3i6DyQgJCXFzc8ODANXKy8vXN9bNzMz6+vqIdQf/9/f3NzMzk3idhChyqLayuqKsrAx+kO1P9Z6zylUeJNfT0x+zPHqVlb/Slr/KysvX/9xUE4lFiYmJKioqHC4HgqGKygoDAwP6GH2fsQ8E/IoMBEMlJSUqKiqLi4syCwZUGxwaxBOC34wHoYBqEAxlZWWpq6szmAxILtXW1o5eOESwH6jW3d2tpqa2tCRjKwkdU21ldQXXYZ+xPzk5aW5ujlNNJBYVFhaam5uD1w7z8/OVlZX3GUdXazjV+AJ+RGREcnIyqEJpaSlONWtra0tLSxxLIrGIL+ADAZ6AavQxOoPBADowmAyhSAjBkEAoCAgIIJFIJaUlm1ube/t73APuH+9P5+1kf79cK3+t/LXyV0t+lmo1NTX0MTqQpuYmS0vL0LBQEKGiskJVVdXZ2dnr2D148IBItbk52b8h+TTjqaKiopOTE54w/Wk6ICVEoNrc3Jy6uvrritfQGan2416tt69XDlkB1Tw8PLwIztXVVV1dHaeaQCi4c+dOVHQUwEznx05NTc2W1hYQilNNDInfvntrbm4OAEyk2u3bt83MzMA1JKhRdnZ2SkpKdnb2/Pw8dEw18HLmLS+vW15eQUFB6xvrEAyJIfHU9HT03WhTU1NtbW0zM7OoqKienh6gzF8lV3qQXCv/x5S/yh+YXm3LX2Xl5ev/H1jaId//C6hGpVLNj52RkZGXl9f8/DyIUFFZoaur29beNkofBTIzMwNBEAzDgGoTkxMyioBhsFdram7CEy4sLgjFQgiBIOSYaggEIdDde3cDAwP3GfsDgwMUbUrnx07gD+SIautr4BHBEGLo0PCQgoLCwuICjMDS0tbWpqCg0Nffh+swSh/t6OwwMTEJCw8DcfgCvp6e3stXL4Ed1zfW9fT04uLjQChONRiBl1eWHR0dS1+UQsgx1Y71J76uMjk1GR8f7+Pjo6OjAz5yAFTr6Oygj9GBDuMT48QP7xhMxuTk5MDgQENjg6+vr6WlJX2M/sd71eUMEkRSZLbUL5ET+rx8J63wd7lalv875Jpq18qfTwgTxUkj8T/yRz6gWkVlxcDgwMDgQPrTdAqF0t7RDowCI/DRvdrKsnRaQLXxiXGZOX+/V0NgaTmmGgwh8Nz8nJGREVDgmGrfYxKoBkMIjGAIMXRoeEhRUVE+1VhsFtFzbX3NytoKp9q3kW8kDVJhYWHPlx4gpqamN2/e5PF5ElSDETghIUFLS0soFh1TDYYQ+N79e0ZGRkvLS0TF+vr7jqiGwIBqK6srZ+xnVCq1oKDgz3evCwwSGV1Qsul/H9UuJDK76+nyxy3/t8r3w5UL2vbkRcYF5Rylw7++cX9Tt/k5O/yqfi63geQMxlOoRqfTzczMhoaGwOMB78DSyjIyMvKAd3Aq1cpflquoqHR0dsinmsxQBweH8IgI8H+hSOjv75+bl9v/tR9QjRgTpxp4RDCEGDo2Pk7WInd96joP1datrK3Cw8PBY/rTdG1tbU9PT+9j5+LiYmRk9O3bNxiBt7a3iVSjj9GVlJQaGxsB1YBn6YtSLYqWhNo41eAfqXYW8fH1KXhWcPEZ9tfIWfSRZsNvZtJfKJds+T89V0IwBMHwiSKlPIIi/7wuQWgOXP54oxBpIWnn32D5i3Xsi8n5qAYjcFl5mYamxtz8HHiUQ7XP3Z9JGqT7D+4LRULp0FOpFnFMNQiGautqbWxtevt6z0u11bU1Jyen0NBQmaXIpNr6j1SzsLQICwvb2traPXarq6u6urr1b+phBN7+kWpCkdDL2ys0NDQ3Lxen2uLSkpKS0uPYxxwuBy/lZ6hmaGgIqHYt1yIhf3xxc955CqfaP1v+uOX/SYuGU+XcVJucmrSwtIiOjgaPFZWVJ1FNDInt7e11dXU/tHwQQ2KJ0IyMjDNSDUbgqekpW1vb0NDQM1ANJYYKRcK09DRlFeXsnGxwZkiUU6m2urqqrKL8uuK1REIajZaalioQCiSoBiNwX1+fgYGB5y1PZWVl4APBUHx8vDpJvay87Hu0i1KtsLBQS0urqanpj3eda7mWn5d/CdWu5XfKKVQbnxi3t7f/NvIN9xEIBWlpadra2nPzczAC19XXaVG0pAVEXl1btbe319LSsrGxsbe3t7e3NzQ0/NjVBSNwXn6enIS3bt16EPMAL1QoEsbHx1MoFFNT08/dn4kaZmRm+Pr5bmxsgEf0R6rBCLy9vR0UFKSjo2NkZAR0MDUzfVH2Akbgzo+dWhQtNodNjL+xseHk5HT/wX0YgVvbWnV1dcfGxyTyLH9ZHhkZyWAydnZ3HBwcqqqriKGenp7EusAIzGAyYh7G6OrqGhoaAh3MzMxMTE36+vtgBJ6emba9YUvRpmhpfRcm+QkAACAASURBVLeDlbXVxOSEUCQMDAx0dHQEqaysrchkcmRkJJPF/ONd51qu5eflmmrXculyCtUYTEbPl559xj7Rc219raOzc3FpEUbgldWVduA6fhA88ura6vuG9xXHrv5N/dLyEozAs3Oz7R3t0g6k6v/aP0ofJRa6tLzU3tH+sevj9s420X96ZnpgcAC/55OmGozATBazo7PjdcVrILV1tfML8zACb21vtbe3SxyQHvAOvvR+AaUvLC50dHZIb/I2tzYHBgfAN2c9X3oktqqTU5PEugDhHnA/ff6E61BRWdHR2bG7twsjMIvN6u7pbu9o7+j8bpHP3Z/Bl38fPnyorqnGEzY2Nl4j7Vr+MXJNtWu5dJFFtavcz2RS7Vqu5RS5yn3+Sss11a7lgoKeGCSDale6n11T7VouIFe6z19pueKWv9LKX3E5uefIotoFmwq5kFxyVa801S5q+Wv5actf7bn1CsuVtvwVH7BXWnl5Pec/EphBEARBL8Kni7lLB9411f6c/Fnlf2pFdaXn1j9t+Z+SK235Kz1gr7Ty8AWo9tvcNdXO2E5/v/xp5a+pdiXlSlv+cpWnaFP+35kd8RXrv0H5v8r4/5GBmt9INTnuYkeaKIZe9CxUhlxU85Na4rTiLrRL/pnZ/Bd3st9n8ws108Us/+fH89mH998vF1P+XAC4Ku6///3vf052/5Vy/+ZuI3/MXlPt8mdYOS1xSnHXVLvEDnQud+Y+/xfi7UpPTxdT/n//93//53/+R3qiv9JODtKuqSYlv4dq6IXknE4sFsOwvKkPxS6Vyb+lUj8Udx53LlqIxGIgEAzLjwnB8FminYpkeZrDsFgsFovFso3wO22OF3pRJ11fOSsJkVgkEovw/4O/2fQXTE+/cHkEqnm5yv9+5PwG93up9tvW0L9E5M8G/7ngJPKj7Ozu9H/t75VyIrHoUvLH5Vnhs/n5eXmz0wWodqkayptwT52Cf352luVgGF5aWnpe/DwrK6voedH6xrr8+BwuJysra2lpSWbo/Pz8+MS4UCiUDJBW/mSb8Pi8t+/e9vT0/HLj/7rWPJsTCASj9NHJqUkwGrNzct6+ewf+D767F4pEPz/CzxTtNzpiuVlZWR9aPpyo1YUOV34/cn6DOy/ViAZns9kDgwNMFvMcjfRrZpvLcSfNnGeTy6Fa58dOc3NzXSnHZDEvnKdILBoaGlpcWiR6amtrf+z6KCcVeoj++YnvLxPuATc2Ltb2hm1BQUFZednm1qaEnUdGRiYmJ3Cfnd0dBQWF7p5umbmlP00PDgne29/7GZUYTAaNRsvIzPjjxvnVsr2z7e3tHRUVBR6VlZUDAwPB/x89ehQXF8fj8/64kpcoK6srAwMDAqEA91FQULh79+5J8VHsxAG7sLjwpfeLTPvgGDgJD2ekyE9S51zJL5D/KVQjGGR8YtzG1mb427c/3gH+Brkcqn1oadHS0hoYGAAHLLiAE4aLCZvDDggMKCsvI3qeTrWTB8m/Vja3Ni0sLF69fkU89iHaOTIyMjk5GffZ3tmWQ7WPXR/fvHnDPeD+jEpHVMv451ONzWFXVlU2NDaARecR1RAEQY6pxuNdwsL253O4gMhydfV1Pj4+O7s7uM8R1U4q+eTDlZLSEnt7+43NDWlVcQz8JEXOHvorMCZd4oWptrG5UVJasrq6+sc7/N8gl0O1lpYWLS2t4eHhS9SMzWEHBAS8KHtB9Lym2gVkc2vLzMzsdcXrk+wcHhGelJyE+8in2qXIv2evJiH/+L1aXV2dl5fXzu4O7nPhvVpJSYmdnd3G5oZ0kEzwXIAi8gFzxsiX5X6GatdClF9ONQiGRkZHnmY8jY2NTUhMqK+vx4fx/MJ8Xl7e1tbWzOxM+cvy1bUfFhoxMTHGxsbOLs6xsbFp6WngKBJQbXxiPCcnJyEx4c2bN3wBH8SHEXhra+vtu7dlZWVlZWWNjY1CkVBan9jY2Pfv36+trb148SI2Nra0tJTNYYOgurq6goICPCaLzSoqKvzc/RlBke2d7fiE+Lb2tt293RcvSsHRaFp6Wm9f7+zcbF5eXmxcbG1tLYvNwpN/6f2S/jQ9NjY2Nja2sbEBrzWDyaiorIg9dpmZmXPzcyCIyWK2tLa8KHvxouxFfX09flS4vr6em5uLJyl/Wc7hcqSrNj4xnp2dDeK8ev0KjxMdHU0mk93c3GJjY58VPtvd3SWmevDggZmZ2Y0bN0DCtfW1nZ2jE8iJyYm8vLzY2Nj6+nr8TKmhseFF2QtgtM3NzcKiQmJdZJ5Mrqyu5OfngzhZWVmILKrhZcXGxj5JelJcXAz8BUJBY2MjXkRqWurs3CyCIiKxqLWtNSExAfinpafJX1S9rnhdV1cnhsTgcWFx4eWrlyAr0Hk+dn188eJoCbXP2H/z5g3oSJVVlZubmxK5zc3Ppaalrqyu4D7vG943NDYc8A7A48zsTGpq6sjICJPFfPbsGb6kOCPVFhYXnhc/B1WLi4/Lz88HBheJRZ0fO3FrxMXFffr8CSQZGx97+vQp8E9JSQF3lqtrq1lZWcvLy3jOM7Mzubm5oND2jvai50UCoaDzY2dSctLz4ufLK8sIivT19aWlpSU+SWzvaCcO5Ln5uYrKCtA/P3/+LK12RkaGp6enoaHhvXv3YmNjmz80I8dUW19fL39ZHhsb+7z4OfFigsli1tTU4O2Yn58/MjJywDt49fqVi4uLtrZ2VFRUbGzs27dviQVdCmn+SVRbXV1NSzuaJEViUVt72/ehkZY2NDQk3Vhisbi3tzc1NRWPVvqiFARVVlUWlxTvM/bfvX8XGxubk5MjcRP0l8svp9oofdTU1JRKpbq7u9vZ25HJ5OCQYICivv4+IyMjLy8vCoViYWFBp9OJCV1cXCgUiomJibu7e0BgALj4IZPJ7u7u4I9TW1pakkgkfDO3tbVlZ2dHNaLeunXLxcVFV1c3Ni5WWh8FBQVbW1tbW1tzC/MbdjdIJJKHhwcIioqKsrOzw2Nub287OTsVFRUhKDK/MK+qqurm5mZra6uiolJbV/t14Kuenl5QUJCBgYH9TXsbGxs1NbWCggJwvtf8oVlbW9vQ0BDUmkQipT9N5/F5IrEoLy9PVVXV/dh5eHj0fDl6acLVzVVfX9/Nzc3Dw8PAwOCmw00ERRhMRlBwkJaWFp4kKipqd29Xol70MbrtDVsQ7abDTRKJRAug7TP2ERRxcnJSV1c3NTV1d3ePiYlZ31iXsLOOjg5Q1d3dfW5+DuzVQKFOTk7WNtbq6uq5ubkgflxcnJeX1/bONofLCQ8PxxVzc3fz8PAgTvRA9vZ23dzclJWVQTRPT09Eimqfuz+TyWTQ1u7u7hYWFsrKyiCo/GW5hoaG/U17EOTr6ws2kZ0fO0kkku0NW9yMX3q/yOmiaelpNBqNwWSAx6KiInV19bT0NPB4wDuIiYlJSExAUGRzc9Pb21tdXd3Ly8vLy4tEIrm7u6+trxFz29jYIJFIvX294JHH52lpaVlbW+PXk2/fvtXU1JyZndnc2rx582ZAYADwPwvVJiYntLS0tLW1nZ2d3d3d7W/ak0gksOb70PJBV1fXzMwM7wyVVZUIinC4HAMDAwsLC9wa5S/L8dE3NPx9Uvv0+ZOVlRXgSmZWprKyMlg+urq6qqio2NnbBd4J1NTUdHB0MDEx0dDQaGpuAglnZmesrKysbay9vLzs7O20tLTyC/IlNA8NDbWwsNDS0gKav3z1Eow4a2trO3s7+5v2jo6OFArFn+YP4nMPuG7u7jo6Ok5OTu7u7s7OzhQK5dmzZ2wOOy09zdTUVENDAwQVFhUSC5JPGqK/HDycFHSS59mBJO0pP+apSJOZhGiQkdERPT29r1+/IijysesjiUSytf0+NOrr66VHRFVVlYaGxo0bN0A0HR0dfNAFhwTr6+t7eHiYmpo6Oztra2s7ODrIR8BfJadTrfNjZ2VVJS5gopQQQLWeLz0cLgfIAe8ArItDQ0P9/PzAbCIUCfPz8zU1NcEE1Nffp6Ki4uDo8KLsBT7d4AJOIMvKfrhXU1JScnNzA3MHh8u57X/bxMQE7JBiYmJc3VxXj2fVsvIyFRUV6esfBQUFfX39V69fISgiEotyc3OVlZX7+vsQaartSFINkHJ6ZhpBEUA1MzOz5uZmoUgoEosSnyQaGhqKIfHO7o6vr6+fnx8+YWVnZ1tYWMzNz7E5bDt7O+JxHy4FBQV6enr9X/vB48euj9ra2l+/fh0eHqZSqaDQk0QkFj1JeuLs7IxvFmtra7W1tT+0fEBQZOucJ5Bgr+bt7T05NYmgCF/At7O3c3J2AvswQLWdnZ3NzU01NbV3797J7z/v3r3T1tbu6OwgehKpts/Yt7G1cXJy2t7eBqE1tTUKCgoIijBZTBqNFh4eLp2tr69vZGSkzD2rTOnv779x4wbYnPEF/MjISAqF4uLqAjb0e/t7Hh4e7969g2CorLzMxMQE39+MjI5oaWm1trZK6H/D7sazZ8/A49DQkIqKCpVKbWltQVAEgqHMrEwNDQ1g/HNRjcfn3Qm6o6WlNT4xDnymZ6aNjIxW11b5An58Qry5uTm+I8Tl1etXtra28wvzEv50Ot3U1JS43JSgmoKCQkJiwtbWFoIiX79+VVZWvnXrFmj33b1dKpXq6+sLTOTt7X0n6M7+/j6CIkKR8NHjR6qqqhAMSZQITiCJ5wEKCgqmpqbNH5phBBZD4oJnBSoqKkBVMBuAXgo6noeHBw5LcAIpvVFGzkw1CQzIgd9/ZbFQJrfOktVJSU4t8Swww/9PNMjo6Kient7Xga8Iivj6+fr4+OCjSaasr6+TyeT0p+n4WVdoWCgYdAiKBIcEk8nkoqJCHp8HwVBdXZ2mpmZbW6ucDP8qkUE1FP3hpNvHx0eB4GROr4Bqfrf9oo9dWnoaWN5qaWmVvyzH31BgspjKyspgOujr7zMzM5PYouHC4XCkqUYmk4nzy8tXLw0NDVdWV7Z3tkkkUlZ2FnaIISgihsQ5OTkaGhrSh5AKCgr379/HPzmg0+kkEgnM+KdSLT4+Dj/CAlTD5zUERTo/dpLJ5P39vfHxcRMTE3wHhqDI2vqanp5ed083h8txcXHBtwhEcXZxtrGxAYrBCNzY2KipqTk7Nzs0NGRoaNjf3y+nFfkCvoOjQ3V1NfFNEBMTk7y8PDEkvhjVOj924j55eXkOjg5g7iNSjUQiVVdXy+9htAAajUaTOJkkUu1L7xdtbW2wtwCCU43BZPj7+9MCaMR36oAEBQeFhoWyCUe+8mVvb8/ExGRgcABBkZXVFWcX5+LiYisrq4XFBQRFVldXTUxMJqcm+QJ+dHQ0kaMtrS26urpdn7qIufH4vPv370dERIDH0tJSKpUaHR1dXFwMwRCbw46KigoJCUHOT7Wl5SX7m/aPHj/CfXCqCUXC5JRkCwsLfCbCpay8zNraWnpsnoVquG1ZbJaxsTFxmRJ4J9De3n5zc3Nzc5NMJldUVuDVv3v3romJifSnOzKpFhUVhfOv61OXpqbmxOSESCyys7OztrbGq/MrqCYHP+eimjR7zhJZvs9/Ttgd/iTVgoKD/Pz8dnZ2pO2GS2VVpY6OzsjICO4jQTUXVxd8rvv27ZuRkVFpaekZx9ofF1lUw+RRbeZkqoWGhiYeu4KCAnAtRCaTm5qaiJEVFRXj4+MRFOnr77O1tT1pFyKTahJvi1RVVwGqTU1PKSkpBQUHVVVXVVZVpqalUqnU1LRU6WwVFBRiY7+fTC4sLmhoaIBbnFOplv40HQ8FVHv16hXu86X3i66u7vLK8ujoqIGBwfbO97XS5tammZlZdU21GBLn5uaSyeTQ0NCsrKympib8jsHMzMzQ0BBsiAsKCqysrdzd3SEYWltfc3Vz1dPTi4qKKioqapW1YjrgHdjY2LS1tRE9HRwd4uLj+AL+1vY5qSb1Zv/z588dHB22tglU293hcDlBwUE6OjoxMTHPnj3r/NgpvXJHUMTFxSUyMpLD+WFTxWQycarV1ddpaGgQZ16cahAMpaWnqampeXl5PX369HXF6729Izp+7v5MIpF8fHySU5Lfvn0L/nCrnI5+cHBgZ28Hdgzfvn2zv2m/u7trY2sD7qVa21pvOtxcXVvl8Xh37txxcnYCDZGTkwPOZkHdcYFgqLi42MTEBEERkVgUGRkZExNTW1cbHR3N4/O2trfc3d3BLLC1fT6qTU5OWlpaEldLONVgBG5paaFQKG5ubskpya9ev8JvO2bnZslksrOzc3xCfG1d7fTMNJiSzkI1wohjW1lZlZSU4D5HVNvapNPpqqqqd+/erayqfF3x+u7du2QyWWaPqquv8/LyIp6QS7wtglNtY3PD1NSUuIDY2ZVFta3L3Kv9JNVkRjj7Bu6kIi6Xaj1fetTV1b29vZOSk04aGvHxcfr6+uAaFYgE1VzdXPGgv5Nqct4zugDVZqSTHN2rfZNxr6aoqFheXk700dDQAKwCVJOZIXJOqk1PTysqKurp6VlaWlhaWjq7OFdVV8n8Blwm1d69f4egSFT0JVBNDIlH6aMGBgbgNRMggGrfRr6BbOPi4iwsLIyNjSkUiqamJp0+iqCImZkZmUy2tLS0tLS0trZOSk7CZ/ChoSFXV1dzc3MDAwN1dfXAO4FM5g8fAvJOoNrz588RFJFPNQ6HHR4Rnnx+qiEoMj0zHXgn0NLS0tDQUENDw9raWmL2RwDVouRR7WPXRwqFApoACE41BEVYLNbDhw+BubS1tQ0MDAaHBmEEFggFxcXFdvZ2xsbGOjo6GhoaxM2xtAiEgojIiLT0NBiB371/R6PReDyeP82/vLwcRuDU1NSg4CAmkwmohjeEpaVlaloqgyF5PI6gSHNzs4aGxt7+3sbmhpubW9enroHBAScnJyaTMTs3q6enN0ofRc5PtY3NDSdnJ5lUA7V4+eqlhYWFiYmJnp6eiorKixcvwJzV2NgILsP09fU1NTWrqquQk6nGYrEQGVTjWFlZgQ4PhEg1JSUlPT09YBMPD4+WlhaZdj471QRCgZWV1c2bN4kd73KpJuf/8h9Ppdp/f2TnqWoQsz1pt3dZVBMIBSWlJWBo6OrqampqdndLvs/84sWLfzLVUBSRFAwlPkpTTTqJnLdF1NTUampriD7m5uY/Q7Wuru9nQTjVlpaXlJWVCwsLwQmkHJGg2szsDH4l/pN7te6ebj09PTEkBnu1iYnv3zUfUY3wjSSMwOsb658+dVEolIAAmhgSm5mZyXkBGkERvoA/Ozf77NkzMpnc3NxMDOLxeD9BNU54RDjxe7WzUw0IBEMLiwuVlZVKSkr4SyW4nLpX6+3t1dbWBm89ACFSDYhILNra3uru6TYxMXn06BGRBFvbW196vzg4Ori6uiKyKogr+fz5c19fXxiB4+LiwNns8+fPHz9+zOPzbty4kf40XQyJ+QJ+REREdHS0/F6EoMjIyIipqWlTU9Pw8LDtDVsWm7WwuODg4LCwuPC5+zOVSgUvzpyXaju7O+7u7idRDe88DAaDPkb39/eXaIu9vT36GD00LJRMJguEgp+k2p1jqs3Nz5FIJImBLFPOTLVJBEVsbGzMLcyJdb90qhGZcWo0iSQyM5eOf7G9mkwNL4VqxKExNDTk4eHh4uIiYcCq6ioJqoURqBZy9akm5bAfnmRRTdLhezXpIBKJlJeXB0EQeGQwGCQSqbKyEkVRnGoydEBRnGpEz5OoJhQJNTU1792/d+pvdElQrbm5WVVVFSyro6KjzM3N8bfdRkZHTE1Ni54XoQSq4SDHqQYeYRiqqqq0srKCIPHY+JixsTHxvaOZ2RldXV1QioTo6Oj4+/tDMBQUFOTg4MDlnvJ189jYmPShLl/Av+lw89mzZ/hRA/eAq6+vD9YEp1ItQhbVes5MNSCLS4sqKio5OTkS/hGREe7u7hJzE5FqU1NT+vr6T548AUECoSA2NlaCari4uLhIUA1BEQiGIqMiXVxcEBTlcDjTM9MMBkNi5QUjSHNzs6GhIQTDLi4uHz58gBG4/2u/h4fH3NycpqZmbV0tgiIisehpxlMvL69TBxVY9MTExDQ0NPj4+IjEIgaDERAQUP+mPicnx8fHB1wlnpdqPD7Pz8/Pz88P93n37p2qqqrEdy9A8vLzJC6xgOTn55NIJDEkBlQjHio+e/bsPFS7A6gmEAo0NDSys7Pxu5aT5AxU+6SpqTk5OYmgiL+/P5VKxas2NDRkZGT0K6h23mjnpZrMyH+cakDu3r3r7Ows4fn582ctLS38teGFxQX7m/YEqoX8tVQ7iVNEdzrVzuLkUC0+Pt7G1mZ+YZ57wOVwOUnJSTo6OuPj4+hpVOMecIOCggIDA7kHXO4BVywWoydTDYxwMzOzwcFBDofD5XI5HI7ML4EUFBQexDwAERYWFzw8PKxtrEFQZVWlpqZmXX0dh8sZHBq0s7dTUlKST7WSkhKg3vzCvJWVVWpaKoLALDYrNDSUSqVubW9xD7hsNjsqKsrR0XFldQVGYFA0l8vlcrndPd0kEgl8JNfc3EyhUN6/f4/rDwgnEovYbDbuWVRUZGJiQtwIIigihsT5+fkmJibLK8tcLpfNZqenpxsaGoJeeyrVIqMiHR0dQRHgHc6z7NUgGAKKAfei7IWqqqr0Z0ytra0aGhpV1VXcY4f8SDW+gG9jY2NiYrK4tLi1tfXw4UN1dXVFRUUERSAY4nA5uLk2NjYoFApA9cHBAZvNBv7T09OOjo6ggl1dXZqamjI/If868JVKpX4d+Gpubj42PoagyNzcnP1N+4KCAl1dXXxG6PnSo6enNzQ0hCvM4XJkXhnSaDRzc/PExMSMzAwQISkpKTgk+Pbt22ALiJyfagiKpD9NV1JSGhkdYbPZ4DsQJSWliYkJGIF5fB5eazabbWxsHB8fj2IoX8BnsVjAf219jRZAA2/Pb+9sOzs7W9tY7+zs7OzsZGVlqaioXIBqCIqkpqbesLsxPT2Nly790gqCIu/evTM1NZ2amuJyueA9FAUFhbv3ZFOtvLxcXV29rLyMw+F87v5sZWWlpqaGU62srMzIyKi3r5fL5UpY6VRInIVP8uEnn2onkUZ+DnLy/Fmq0b9TjTg0ZmZmnJycwCcWROEecNXV1RMTE5lMJp1Od3JyUlZWPpFqI1eOahgqQ87pevt6PT09p6enpYMWFxfDI8Lt7O28vLxcXFzc3NyamptAEJ1ODwsLW15elpknDMONTY0WFhbgs6GvA19RFL1169bA4AAep6Wl5fbt25tbmyiKstis6LvRNjY2t27d8vLyCggIqKmtkc5WQUHBwMDAy8vr1q1bdvZ2bm5uo6OjIIjFYgUFBdnY2Hh6evr5+WVkZgQGBtbV16Eourq26uzi/PLlSzwfQDVcPXNz84CAgLm5ORA6/G3Yz8/vht0NLy+vmzdvenh4dHV1wTDM5/MfPHjg6uoKUtnesA2PCN9n7INUT5Ke2N+09/Dw8PLy8vX1TU5JRlF0bHzM19cXVMrNzc3KyurVq1eA8cS9yPLK8r1798DnRE5OTjcdblZUVoCdq3yqicSi6ppqExMToBWdTt9n7Ds4OIBbQCD1b+qj70bvM/ZRFCksKnz8+DGTxdzb3/P09ATaenh42NjYPM14KhQKJQx+wDvIyMwwNTX1OnYoirI57CdPnrx69QrE+fT5k729vf1Ney8vr+Tk5KrqKnd3d9CmsbGxoO5eXl6WlpbRd6M3NjdQFM3IzHBwdAD+zi7Od+7c4XK5KIq+ePFCRUVlb39PuulX11YjIiIcHBzuP7gPbL7P2I+Li3NwdAgICGAwGSAaj8d79uwZrrCfn19MTAweSnQ1NTUODg6OTo6fPn9CEARFkba2NhdXF0cnx3fv34GW2dvfi4yKTEo6urZ0dHLEt8X5BflFRUXSr3eurq16eHhYWFj4+/uHh4dXVVf5+/t393SLIXFZeZmjkyNQzMHBwdvbe2JyAsXQuvo6Jycn4O/m5ubp6Tk2NgZyq6uvs7S0BKHh4eFFRUUhISHcAy6Koq9fv3ZwcCC2VEhISP2betwnOTk5IjICGHN9Yz0kJAS3ua+v7/v376VtsrW95efnB6KVlpaKxGIHB4fsnGy8ow4ND7m7u88vzCMoyuawQ0JCLC0t/fz8goKCqmuqI6Miy8rKQMyZ2Rn7m/Zg6khOTib29pNIcBKf5ONBPmbklyWzFDn5y8nkvFQjmn1mdsbHx2dsfAxF0azsLOLQCAwMZLPZMnuvra2tq6urr69vSUnJw4cP8c6Qmpb6IOYBHnN6eppGo71991Y6kz/pzk21c8oB72B5ZZkv4EsHISjCYDLGxsdGRkdGRkdWVlfwIB6ft7a+JhQJT8qWL+BPTU+BhEwWE8XQ5ZVlHo+Ha8/hcFZWV0QiEYqiCPJDQTMzMyw2S7rCCgoKwcHBIM7I6Aj4JBkvcZ+xP0ofHRkd2djcEIqE6xvrLDYLxVChSLi0vLTP2MdjDgx81dPTS0lJBvmM0ke3d7ZhBMYjbO9s08foIHR1bRWcwcIwvLS0iJc+Sh8lKkms78TEBJi++Xz+zOwMnmRychIgTdoxmIzx8XEQbX5hHo8GqFZRUXFSJ+Dz+XjC3b1dCIIWlxb5fD4egcVirW+sgwz39vc2tzYhCBKLxUTFJiYmQENIu4ODg4mJCTwmiqIQBG1tb+E4R1F0fn5+ZHRkaWlJLBbzeLyV1RUQbX1jfXR0FE+L02V9Yx201MjoyNjY2O7eLoIgKIqmpqZaW1vLVAOCoI3NjaWlpc2tTRiGQXPs7O4sLy+vra9JGARvO/oYfWNzA8SXcFwud2lpcXl56YB3AHx4PN7yyjLYMQMfsVi8vrG+vbMNHpeWl7a2t8D/d/d2d/d2Zea8sbkxMjoyNz/H4/GEQuHq2iqXy4VheHtne2xsDLfGUVYYymKxiBbG+xuo9eTk5MjoyNTUFI/H4/F4a+troFAGk7G4tIgXCsPwE9OZfgAAIABJREFU2voak8nEfbZ3ttfW146WUAiys7tDpx+ZZW5uFq+jhJFXVldAnIXFBdCXdvd28QjARAKBADwyWcxR+ujExASLxRKLxRubG2CRCtzC4gLIampqiliKHBpJU0SaHGdP/jvdGamGO6JBBALByuoKGLMnDQ0JJ4bEMzPTYA6EIGh7Z3vpuDNs72yDyQfPfHVtVSYaf627KI8uh2p/j2CHmPwI4F7t5wsaGBg4ule7LOVPasWfdkdUqzyRapfjpFX9nU2PoiiKIgiSkJCQlp5+CcpfIXe1lT+39uK9XQAB+Yg4+pcYDTziPhI5yH+Umf9JnnjpZ89fPtMkMvzPf/77I9UuZPmfzeDS3GXPBtdUu6AMDAzo6eu9en15VPtlAqjW19f3xzX51SIQChqbGscnxv+4JtdyRsGwUwastCBikTzeSJFCwueMaX+/O/de7U+33V8r/0qqxf0bqfbt27c/rsm1XIuEXIBqKIZSKJQLo+JSSXSZ7ppqlyX/Oqqx2CyZ93/nFTEk5nA5AqHgj1f5VIERmM1hiyHxH9fkWq5FQi5GtTMKBEMsNqvr2A1/Gwbv5vzxWsuUs6P6v//97//93//9cYX/WvnXUe1aruVa/h65HrDXculyTbVruZZr+WNyPWCv5aJyYs+RQbVfeibwq+WKD5Jr5a+V/3fJFR+w1/LHRA6n/jDVxJCYxWKJxCLpIARFeHzewcHBGbNCUITH44HfIPh5lX7nLZQYEu8z9mEE/pvXE2JIzGQx5Xxc+Dcrfwb565SHERj8ncLfoLxAKADfZf5qAb2I+FnnlabaJfZ5cAXIYDBY7N80+VzxAXsK1TAJ+Z21nZmdCQ8Pp4/RpYPEkLiysrK4pBjFUL6A39TU1NDQICcr8NftwN/M/UmVIiMj5xfmUQyVNs7Z5Nwlevt47+7t/tl+xmAwnj9/vrOzIzN0eWU5MjJycHDwpOQXVp7NZldUVHR96jpXKpFY9KGl5bypLl35XydcLjczM7Ouru43KN/S2hIXF/cbKrW4tBgREcFms78rf0w1GIEHBgY6P3b+ccsDodPp9fX13APuL7U8XvdPnz4FBQX5+Po8iHmwvLL8Gyr4F/b5y9L/P9hlu8nJycTExMnJybNEHhoe0tPX+9z9WTpIJBIlJyc/ePAAw7B9xr63j7fnLU85WcEwnJWVFRkZiaLoxTTHVTKkGo6Ojv5MJuctUUFBYW19TWboWfD5ouzF+/fvf7KXzC/MKygojI+PoxjK5XJLS0tfv36NlzU5NWVINWxtbZVeA/2kW11bpRpRH8Q8kF/fgcGB5ORk/JHL5QYEBDx48OBiK4kLj/DLqPEP7qSCmEymv79/VlbWBZT/9PkTWA7KlNm52ZSUlJGREWL/cXBwuIDdlleWMzMzZZ61oBjK4XCeFz//0vsF9xkbGzMwNNjb3/uu/DHVxJA4MzMzKirqJ5vysqT0Ramdnd3W9tYJNj/q/pdSlkAo8Pb2jo2LHRsbm5mduZSXtOXI5Sr/K/W8oJNFtcML54ZhGNbS0qKoqPjhw4ezRD6FailHVIMgaH5hfm5+Tk5W/wSqndPyePf08PS4f//+RXeWRyIQCkdHR3k8HoZhO7s7Li4ufn5+eFlTx1S73LpjGCYUCicnJ1fXVuVHq6yqVFNTwx9hGF5YXFhZXbl0ff4Sx2QdUe0CafPy8pycnE4K/fT5k4aGRv2betwHUO0CBQ0MDujp6/EFfJmh2zvbjo6OxcXFuA9Ote+Rjvs8iqKbW5vLK8sXUONXuJ2dnZnZGZFI9BvK4vF41tbWHR0dv6Gsf4P7u6l2vFc7i/snUE2WOwuQZFHtXMsiyVQ41fAN2a+j2hmdBNX+8Q7fq10g7e+mGv8SqPZvdtdUu1x3OtV293YLCgpoxw4n0Ora6uPYxzSCwzCsr7/v5s2bioqKN2/exD0xDBsdHb13/x4x8sTEBHZMtba2torKirCwMBqNlpGRATo9ca+GYVhxSXFGRgb4/+bWJrHoh48egt+rBVTb3dvNzc0NCgoKCwvr7evFK8JgMsrKy0CSkJCQ5uZmPKjrU9f9B/dBkIuri5qa2ihdBtVoNFpHR0dHR8e9e/eCg4PLysoEAgEIevr0aXl5+T5jv/xleXFJMYZhfD6/pLQkKCiIRqMFBQXV1dXhkTEMa2xsDAkJOS7RVUFBYW19HTvEWlpacKNhGIYgyPPnzxsaGhAEATapra3FKx7zMGZpeSnmYQyFQjGkGgLPgcEBos7VNdUPHz0Ui8W46UpKS75+/YpHmJiYSEhMYHPYe/t7MQ9jlleWD3gH9+7f09LS0tHVwRsLp9rw8HBsXCyNRktKSlrfWJfZbTa3NjMyMkDa0NDQvv4+GIbfvn37JOnJ9s42iEOn04ODg/v6+3Z2d+7dv1f+shz4z87N3r9/H69jUVERBEFl5WU2NjZKSkrAs6KyAoKgmpqasvIyDMM4XE5mZmZDQ8Ps7GxmZmZgYGBkZOTw8DAwmlgsfvv2Le1HFxsX+8MO4xAbHBoMDw/HPVAUbW5uLiwshCAIw7DlleWkpCQ8eVhY2Pj4OIg2PTMdnxAfEBBAo9EePX4E7keBMT92fVxdW83NzQWrgd6+3oiICDyT9PR06T6GO3yv1tLSEhUVBZobFApBUG1tbeKTRKLlE58k1tTUQBBUUVlhbm5OJpNBKR2dHcRsx8fHHR0dlZWVb9y4gY9QQDUOh1NVXRUWFhYQEFBTUwN27RiGHfAOiL2ORqMlpyTv7u1OTU25uLioqqr6+fnRaLS8vDyiSTlczt27d8lkspWVFUgFwzBOtc6PnY8eP6LRaCkpKRubGxiGwTD85s2bktISkHxhcSEuPg4vMSoqamZmhliR7Z3tkJAQ4uqTyWJGREQAH5FIVFVVFRwcDHpgU1MT6AyVVZU0Go3H5zU2NmZnZ4O+mpmZSazd4NAghmHt7e0JiQkMJgPo9qX3C952aWlpOJjn5udAu9TW1oaGhgYFBVVWVcpsULFY3N7RDlSi0WiZmZlMFhPDsNW1VT8/Pw0NDQcHB5A5m8OW0zGu3ZE7eT10CtW2trccHBwMDQ2zs7OLior8/f1NTU3Bz65bWlra2dnl5uYWHTsMw2ZnZyMjIxUVFSMjI4EniqIfP36kUCjOzs7AJycnR1dXt6enB8OwoeEhfX19RUVFQ0PDlJSU+IR4FRWVp0+fisViCapFRkbeunULwzAmi2lhYXHjxg283Pfv33MPuIBqpqamKioqPj4+RUVFxsbGpqam4xPjGIYd8A7u37+vra0Nknh7eysrK7e0tGAYNjA4oKio6O7uXlBQUFRU9Dj2MZlMlkk1BQUFEomkqqoaGhp69+5dEomUn58Ptoaenp5mZmag9NS0VARBQHFx8XFFRUWxcbEaGhpv3rzBMAxF0ZqaGiUlJWdn57y8vKKiosePHysoKKyvr2OHWFFRkYKCAl4iDMPh4eG5ubngV7efP3+upqYWGhoKalFRWbG9s11ZVWliYuLg4AA85+bniTpX11RTjajgpA5F0c7OTjKZDCwJXGFhIfjTJOsbG8BcQqGwpLTEyMjIwsIC5Lm6tjo1NUWlUm1sbLS1tWNjYzMzM1VUVOIT4oVCoUS3AX/428bGBvQNDw8PIyOjmZmZre0tKpUKNvFisfjx48dmZmY8Hm9tbc3IyCgmJgbDsO2dbQqF4u3tjTdue3s7DMNdn7oCAwOVlZWBZ3dPN7F77DP2fXx8yGQymUwOCwt79uyZkZGRm5sb+Kn4hoYGTU3N6OjooqKirKwsZWVlf3//6urqHw6XDrEPHz6QyWTcA0XRZ8+ehYaGisViBpMRGBioo6ODa/Xy1UsWmwUUNjEx8fX1LSwszMnJuXHjho2NDYqi6+vrZmZm7u7uurq6Ojo6LS0tY+NjFhYW4G/BAPfu3bsTRiWGHVONQqFoa2s/fPgwIyNDW1vb09NzZ3dHLBanpKbY29sTLX/z5s3klGSxWNzd0+3t7U2lUkEpY2NjxGxXV1fv378P+jA+bMvKygwMDHR0dJydnXNycnx9fSkUSldXF4qiQqEw8UmiqqpqQmICiO/h4eHs7Ly6urq2vvbo0SMNDY38/PyioqKWlhaiSQUCQXFxsaGh4e3bt0FCGIbHxscMDQ1tbW319PSSU5ITExOVlJSeJD0RiUQQBIF7NQzDdvd2fXx8dHV1cVtVVFZIzPUQBOnr6798+RLgCsOwtrY2ExMT8PcaY2JijI2N09PTCwsLQ0ND1dTUvvR+wTAsMTFRQUHB0dFRRUXl4cOHfAE/JiZGS0uriOAAyV68eAHu1TAM6+vvI5FIwcHBRUVFqampVCrV3Nycx+Nhh9i3kW+ampr6+vrm5uaZmZlBQUHKysq1tbXSDdrY2Kiurg76YeKTRG1tbXd3dz6fv7e/l5eXp6urC4Lev39/0t73kt1V3yVfjGoIgrx89dLS0pLJZAIfsVhMpVJbW1tnZmZIJFJdXZ10aokTyAPewd27d21tbdnso07J5rCtrKyIVMvOzsbHw71799zd3Xd2d06iWl9/H5lM/jrwVaJcnGrd3d3AZ3llWUVFBSyd6GN0MzMzsNTFMIzP52tqamZmZopEInNzcwcHh42NDRA0NDxEpVKPqHb4gygoKHh7e09MTGCHmBgSP3z00MDAYHl5GTvEPD09jYyMnj9/vs/YxzBscnJSS0sLX7VBEFRUVGRpaYlhGJPFvHXrlqenJ15lcAJ5KtVWV1ednJzS0tKkbe7p6Xn//n0ZTYlhS0tLWlpa4HADhuGSkhIdHR1FRUXuARdEoNFoGRkZYrF445hq2An3alQq9fbt2/hJaWpqqqen5+bW5lGMwyOF8/LybG1tORwO8F5fX9fQ0ADbteLiYgcHh33Gfnd3t6WlZf/XfgzDiFRramqiUChTU1PSFZE4gZSmmpaWVs+XHrC16u7pplAoCwsLIpEoKTmJuP199uyZh4cHaKbvTi7VZmdnTU1Nv418k9bq3r17QUFBgHAYhtXX16urq3M4HEA1W1vbquqqA94BhmHNzc2mpqb4FHyqA1Tz8/MDWxkMwz59/kQmk/u/9sunGnbaCeTnz58lTiDLyso0NTUrKivA/ozP59vZ2eXn58MwPDc3Z2Zm9vbtWzxy+tN0QDUMwwYGB/T19c9xrzY+ZmhoGBsbi+/ywR+h3d7ZJlKNPkY3MjKanZ2VYx8YhoODg6OiovBziIcPH7q4uPD5/ImJCTKZ3NXVBfxXVlYcHR3BwAFUi0+In5ubQxBkd2/XxsamsLBQOn8i1dzd3SMiIjhcDm5AJSWl+jf1gGokEik1NRUYgcli2trafm8agnNwcEh8koiP+paWFjKZ3N7ejmEYj/8nTiD/yVQ7lJy7ceHxeZGRkREREbhPdU21sbHx8LdhJotJoVDAn1iVSHVEtZYP4HF9fd3JySk7OxuP8J1qh0dU6+7uxkNr62pNTExWVlZE4uNp6xDDDo+pdohNTU1RKJSKygqJcmEEzsrKCgsLQzGUyKEXL15gh1h+fr67u/vW9hbw//Tpk6KiYl193dr6mqam5uPHj/Ek36kmZRAFBYXXFa/x/Lu6uigUSl9/H6Da3bt3YQQGQe/ev1NTU9vd28XTdvd06+npbe9sz87O2tjYfOz6SCzxLFSbmpoyMjJaWlqSbkU5VBOLxfr6+iUlJRiGCYXCsLCw1NRURUVFsHTFMIxKpYJNgzyqHR5RrampidjQrq6uQG1cuAfc0NDQhIQE3Oftu7c6OjqTU5N4Z0hKTgoMDIyLjxNDYuyQQLVDrKOjQ0NDo7OzU9r4R1Q7fiR2D0A1Nzc3PHR5ednExGR+fl4oEsYnxD98+BAPqqmtsba2npmZkcj/iGrHjyh2TDVIvLa25uTk9O79O2mtyGRyTk4O+L9QJEx8kqinpwdqamZmVlxcjMdsbW01MjJa31iXzkSmMFlMf5p/VlYW7rO2tmZsbFxTWyOGjqlGiH9ENUiMHR5T7YScv1Pt2KesrMzOzo5Y98jIyKysLBiBP3d/plKp2zvbeOh3qh0SqCaroO9UO/YBVNvc2sR9mpub3d3dNzc3IfiYaofY/Pz8jRs32trajqLJciiKlr8sNzc3Bwf7fD7f0tISHOpmZmbq6+sD7qIo2t3Tra+v39TUhB1TDb8LYLFZ3t7eMleKRKqpq6uXlpbiQUKhUFFR8UnSE+wQ+zbyzcTEZGR0BA91cnIyMjKSzlBDQ6OhoQF/FAgFysrKhYWF2CGBamfrG+eTk5ycoAu7X63z2fSXRzXuATcgMIBKpdICaLQAmq2traqqanJyslAkxA6xR48eaWlpeft4Z2Vltba2CoQCkEqCanPzc8bGxg0NDXi28qn25u0b+VRDUCQ4OFhTU9Pdwz0nJ6ehoQHoA6gWGRkpk2pJSUna2trePt60AJqrq6uGhsYtr1sHvIOlpSUNDY2U1BQ8iXyqVVVX4Y+fPn+iUChfvnzBDjFPT09cVewQq6quUlVV5fF5uM/Xga+Ghobz8/NT01OWlpZDw0PEEiWpdhwEI8dUQ5GJyQkqlYqDmShHVDuhHX18feIT4kViEYfLsbKy+jrw1cTEJD8/HzvExsbGqFTq14Gv2CGBaofHVLvth2cCqNba2or7yKQam8MODg42MzMDfcbBwYFEIj158gSYAsXQxsZGZWVla2vriYkJ0FJEqnEPuFQqVUdHx8vbq6Sk5NPnT2Caxk6hGsPHxwd0DyA41RAUKSwsJE7xjx4/AocBElaSQzUxJE5JSVFTU7t161ZySvK7d+8OeAcgmqKioqWlJT5ANDU1P3z4gB1T7fXr13iG8/PzdnZ2BgYGkZGRBQUFk5OT8ge2NNXW19dNTU1/EdUcHByIdcepBm7piOb6eart7e/hPjKpJobEjx8/VlNTA8h5//49bnCikr19vdra2ouLi9ghNjExoaur2/+1HzvEYmNjVVVVb926RQug3fa/raam5u/vLxKLsMMjqhHHV0lJibq6uoeHR0JiQv2beg6XA4IA1ba3t7FDTE1NjdiUoN1Bj/028s3U1HRsfAwPOqKalDXIZDJx+GCHmJKSElju/1qq/fvkdKrZ2tqmpacB+fLlC0AICK2qqopPiPf29jY3N3dzc9tn7GNSVNva2nJ3d09KTsKzJVJteHj4vFTDDjG+gF9bWxsXF3fb/7aZmVlISAj4bY6sbHlUo1KpcXFxoCJNTU1gKEpTbXh4WA7Vqqur8ceampqTqAYmjpWVFdzn48ePOjo62CEmi2rDZ6caGGYSIp9qz58/DwgMYDAYg0ODDg4Oy8vLiU8SIyIiIBjKzs62t7cHeRKptru7K0m16XNQzdnZGe8zbW1txClpbHxMWVnZzc1tc/NowU6kGnaIMZiMgoKC6OjoW7duGRsbJyUlQTCEHWKVVVUnUY1xEtUW5kGJrq6unrc8Hzx4EBERoa2t/brihxkKiByqYYfYAe+guqb6SdITcLVsbGw8MzuDHWLgRhbUtKCgYGJyApxeSFMNdLb09PS7d+96eHhQKJTEJ4kn8QA7mWr1b+p/J9WGhofMzc13d7+fOpydajs7OzKptr+/j/vIpBp2iHEPuK9ev0p8kuh328/Y2NjKymphYUEi/8XFRXt7+9LSEuwQq39Tr6urC9bWsbGxJBLp0aNHaelp6enpNbU1TBYTJJGgGnaICYSC9+/fp6Sm0Gg0Ozs7MplMH6NjP1JNSUnp2bNnxFTa2toFBQXYeaimoqLy5u0boo+amhqYT66pdrlyyglkdHQ03s9OEhiBP378aGhoWF5ejp1Atdi4WDw+m8M2NTU9iWpVVVU3btzY2NiQQzWi9PX1gRdY5FOtsLDQzc1ta0tyowOoRjwxOzvVSkpKdHV1h78NYydQjUigz58/g7MpQDXAQrzEU6iW951qYDaREPlUG/42bGNjs7KykpaeFh4eLhAKPnd/dnZ23tjYcHZ2DggIAAenl0I1DpcTGhqa+CRRpiZsDjs6OjokJMTH1+fVq1egXAmq4SIUCV++eqWhoQH2eRemGozAHR0dampqubm5lZWV7e3t+P6PKIBq+KJNgmrEFhkbH9PS0gL9SlNTMzcvVzo3mVTDhcfnpaWnGRsby+xmQI6olv2daisrKzo6On39fadTLf90qr05lWrZR1QzNjbe2fm+V0t8kvirqJaVKT3bQDA0MjpCoVCqa6olgg54B3fu3HF1dYVgKCk5KSgoCPjn5OQcnUBKqSRNNWLLrq2taWhopD9Nx36kmrKyMrEW2CFmZGR0Xqqpqqq+b3hP9Lmm2i8SeVSDYCgvL8/Y2PjUXIaGh4yMjKqqqjApqnG53IiICHNzczzymzdvlJSUTqJaeHh4WFgYh8MRiUUpKSmnUm1nZ8fc3PxUqvX29urq6oL1tUQdtbS0PD09wdSJoMjritfq6upnoVpwcLCRkRGDwcCkqPZt5BuZTG5oPDp3RVCkvLzc0NAQKOzm5paY+H3ez8zKxKlWW1tLIpH2ji/kmCymkZER2KvNL8xbWVkRFcBFPtU2NjYAp21sbJ4/f44dYmJIbGFh8eHDB3zJiV0S1RAUSUlJsbKyklYDHD8aGxtvbW01NTWZmpqCKeMkqmGHWHt7O4lE4vH52CFWJYNqKWehGnaIvXz5kkKhgD3fSdLX12dgYNDV1QUeOVyOra2tNNWwQ4wv4Kurq798+RI7xNzc3EJDQ/Hjd1zkUw07xMrLy01MTIC1W1paenp6JAqSplpTU5O5ufnKygqCIqWlpaA7AVlaWlJRUTkn1b7vG+RQbWZ2hkqlfhv5htfLwMAAp9rg4OCvphp2iPH4PA0Njbr6OukelZ+fr6qqOj8/70/zf//+iBmdnZ0UCqW/v186KzlUww6P7royszKxH6mmr69///59Pp+PW1tJSamyshI7D9V0dXWfZjzFW7mvv09TUxNcVPP5/GuqXaLIoNrh4SH+f/oY3crKKiwsjD5Gn56Znp6ZBn95TwyJG5sax8bHpmemJyYnEhMTDQwMQGcdHBxUUVFJSk4C8bFDrLy8XFVVNTMrc2x87MmTJ6amplpaWkSqVVZVgsgFBQW6urqAiCdRbWtrq729HcSfnpnOzc318PDY2NyQTzUmk3nb//Ytr1t4wtbWVnCGXlhYSCaT8/LyJqcmU1JTDA0NlZWV6SdQLSs7CyQvLy/X0dEByzpMimpCkdDvtt/Nmze/fPkyPTPd1dXl6OiYnXP0ykx2draKikpdfd3A4EBAQIC+vr6CggJ4j2CUPmpubh4SEjI+MV5QUEClUslkMtir8Xi8hw8fampqNjc3Ax3wM5nAwEAnJ6e+vr7pmWkWiyWhNoPBcHNzi46O1tDQ6Ovrww4xFEN9fX09PT1VVVXxJQWRalwu15/mb2JiAtqdxWIdUa2NQLXWFldXV8LrD0fdpq+vT09PLz4+Hu8e9DG6SCxisVienp4lJSXYIcZisUJCQsLDw0Vi0dr6d6otLS/hjTs5NelP8w8JCQETQVtbG5lMfv78+fTM9ObmJrF7yKDayg9Uy8vLU1VVjY+Pf/bsWV193dDwEJfLJfYT7BBbXVt1cHBwdnamj9FramssLS11dHQA1Q4ODnp6esYnxoFiaelphoaGYCJrb283MDAoKiqamp6anpmmj9HB3n19Q5JqK6srPT09INrg0KCVlRUtgAZ4oKGhkZObI9FqLBbLn+b/8OFDUGhvb6+hoWFaehogaE9Pj4GBQWZW5sjoSFpaGpVKVVdXT0lJAbaqqKhQVVXt6OgAtpLImT5GB18L4CNUDtUYDEZQUJCbu9vI6Mibt2/s7e2tra2dnZ1X11ax44OHlNSU6ZnpxaVFiXUDh8Px9fM1MzMDvYjH451Ita0fqMbhcLq7uyenJoGGT548MTMzA6pKSE9Pj6qq6v37983NzYlHI563PAMDA4eGh0AOHR0d4GRYgmoisai3t3eUPgqi5efnk0ikwcFB7Eeq1dbVUqnU6urq6ZnpbyPfQkNDzczM1tbXsMPDs1OtuLjY2Ni4+UPz9Mw0eAfYxcUF5H9Etc4O6VTXcgE5hWowAre1t/nT/L29vb29vf1p/kVFRTwej8FghIWFeR+7oKCgjx+PXuoTQ+Ls7Gw8CDvEdnd3U1NTQfLCwsKZ2ZmsrCzwUtzM7ExISAge2Z/mX1dfB9ZEEAw1NTfV1R0t0GpqasCEODM7Ex0djScJDQ3t6+tDUARBkbb2tuqaauJsFRMTA/CJYujY2FhUVBRIddv/9qNHj8A2SyQWZWdn+/r5+tP8c3Nz2zvaU1JS1tbWpC2joKBgaWkJcvC77ZeXl4ffGBUXF9fX1xMjM5nM9Kfpvn6+IHJRURGHc3QRvb+/n5mV6e3tHRAQkJub293dHRMTw2QyDw8PYQRu/tAMDP7o0aOW1pbXr1/jY3J2bjYhIQGvO76wHf72LTg4GHi2t7dLqC0UCauqqmJiYhISEgDzUAxtaGyIiYmJiYnBtWKxWE8znuKU6u/vx9u9vb19a2srNS0VMA/I2PhYYWEhk8mU6DYQDL1veH/nzh2Q9s6dO69eveLxeDOzM2lpaUc/DHaI9ff3P378eHNzk8lkpqamgmue4eHhoKCgo+r5eD948GBmdgY0KI/HA73I29s7JycHdA9g84ODg9LSUtA9gOzt7aU/TQfnZmvra8HBwXfu3Cl4VpCYmBgTE2NtbV1QUECcgoHyPT09oMr37t1raGx43/C+srISgqHd3d2kpCRvH2+88zQ2NYLkMAK/fPnS77Yf3htr62pxYxK3C6OjowGBAXjb3b9/f2FxATvEdnZ2yGRy84dmiVY7ODjIyMzwJris7Cx84hYIBTW1Nd7e3r6+vnFxcQMDA3l5eU3NTUCrjc2NuLg4kIpoFryBwCeb+Ajt6ekBbw8BQTG0pqamra0NDKuBgYHQ0FBvb+/IyMiGxoavX78WFBTgY+fVq1fAMnfv3uVyuRLuyCv4AAAgAElEQVRl9fb24r1ocmpybX0tNS314OD7PSt9jF5UVMRms2EEbmtrq6mpAfonJCTgBven+X9o+SBzq81iseLi4mJiYrJzssEHZEBWVlcePnyID9WHDx+C4+73De+JpwI8Hu9pxlMfXx+8ZWtqasDKoKenJzc3l81mY4cYn89/+fIlLYAGoj169Gh2bhZ0m5WVlacZT/FejR1iBQUFaWlp0qqCXw8HE4K3t3dCQsLi0iII+kNUO/z1RfxCOTxZ//8cnuYQBGEwGXv7e3v7ewwmQyQSAU8OhwM89/b32Gw2gsCHhxgQCBLjQcBHKBTs7e8xmUwEgTEMFQoFECQGMRkMBh6ZwWQc53OIYRj4FhuoIRaLhUIhKJrL5RKLRlEUxIcgsVgsxjAU14TP54OCDg8xFP2uM4PJEAj4eDSxWLTP2GcwGRAkRhBYIOADNTA8xuEhdniooKBQXFIMctjf3xeJxXiQQCgkPB4ZVyQW7e/v7+3tMRgMifMlkVi0t7fHYrEgGIIRmM/nIygC2gkskPf29sCPnApFQvDrsSChQCjYO3Y4UVAMZbPZwJP44iUeKhKL+Hw+flKEYqgYEvP5fPxQBTvEEBQRCAX4pxq4Gnt7ezweD0ERvoBPnFkgGDqOf4gdHkp0MhaLBQwF/qwPqDIxfwiGQIYgZ/CKGgRDeEX29va4XC7x0xG87uBH30ViEbgGQ1BEKBISjwFBngiKQDBUUFAQGhoKcC4UCfl8fnV19Y3/z957tjXx9P3/53Uc5xP4P4nr5u8OLUggoUdSIKGF3nsTQRBQKVIEpDdBBaUoIIqiIE3pHQTpvYQWIJAESM/u8b8xp3vtmSCigqjffR9zI5mdnf3szOy8dsrOWFqi61bEeHDLYP+XY8Ex2HlHJBbt7+8jVoEKHXHHoAxvbW1tbXE4HJBEIDHRmS4QCnZ2dpBIkCq44X2DsbGxct+4SCxCJ8XW1hZIInSE29vbbDb78PBQLBHzD/nocnLAPUDSUPmxP0Y9oeAvOvUUSh1iCcgOVL7/VyHf2dlR/s4HXYqOjo+EIiEo1egAIDZ0hgpFwlMSXMHx+DwejwdyCn0LSAqw2WwujwuOggfhxGAgJBIJSBN0cUWyD3mOwGso/5CPfNIDSunXumTRRQWd4JdCtVOo8Ee4n6LanyWZTHZxkYNxtZ+PR/IVd8qhX+P+ZJ18T/v7+/7+fsXFxWjPV69eOjg4cLncH0r7c1ZlZaWDg8NP59vFWX7BhU52lkv85eLxeObm5s0tzZdtyF+ik6h2gVy4cP0RVMP0y3R0dJSYmGhjY9PT0zM6Ojo6OtrT0+Ps7JyblysUCi/bOqlUKp2enhodHb1sKy5Pf3Jtc17i8Xiurq59fX2XbchfIoxq3yEmk1nfUH9x8f/RKf97Gi+RSEbHRq2srIxJxlQalUqjGpOMo6OjN7c2/yvcb2n8WYUZf1k6J+OPjo5iYmImJibOJ7p/iL6e+P/6//7B+ve///0/Svr3v/+tHJJIJP7C7Poz9XtXT0NftMZaO+Hw7238N4QZf1nCjL9EnUI15Wr9n6N/fUUnBr7cfPoDhBl/WcKMvyxhxl+iMKqdKIxqPy7ZF4f+/U134um/g34fS35AmPGXJcz4SxRGtRP1fVQ7e92NOcxh7mxOJpNdug2Y+8scRjWMapjD3KU5jGqYO3d34VT7GiR+B30v1Xb3dh8XP25ubr70bMMc5v4Oh1ENc+fuvo2cr9XyZ8TV6cGUj56RMeei76XaysqKg4PD/fv3Lz3bMIe5v8NhVMPcubsfp9rZyXH2oxeNMeWr/2Y9kH/0E44Zjxn/3Q6jGubO3f12VPuZa32vvpdqQpFwc3Nzb28PSb69vb3V1dXV1dW1tTX+If+Lvww4sUSys7Ozt7cnlcmOBYL19fWdnR3lPFj9IvCEc3lcFot1eHT4tTwTioTr6+tcHvcXFhTZ191/AvzR1RNmPGb8D7k/2Pg/POVPs//ceiC/xgb0DwVmKIf/JtVOZM+JZ32NUl8j2TfBJpPJWCxWcHBwUVGRTCYTCAQPHz40MzOjflF0dPT+/r4MJT6ff+/evfz8/Lq6Ojc3NyqVymAwqqurhSIRQMLE5ISnpyeVSqVQKBQKJTkl+Vgg6O3rZTAYLS0tIMzOzs6tW7d8fHwQkCwtLVlbW/f1950Km/N0f6UUbu0Xp9LX3w9+8vE+99z/HerWX1TOfyCv/5R0/tGU/173S7Pga4fOh2rKrFKmyNeOKiPnFEtOB9g37Tkdq6fzVSaTraz+Z1xNJpO1tLQQicSCgoKxL1pYXBCJROiai8vlRkRE4PF4Ko366NGj4ZERb29vCoXyeXxcJpOxWCwXFxdHR8f29vbRsbEXNS8IBEJdXd3u7i4OhysoKJBKpTKZbHxi3NTMVEVFZX19HUTb1d2tr6+/uLTI5/NTUlLq6+u/s0bFhAkTpr9W50+1bx46vZl1SoPpLJZ8Lc5TjPkxquXm5qqoqBwfH5+SuIBqFhYWs3OzwGdra0tXV7etrU0qldbX19MZdIRVMpnMwMDg2fPnMpmMwWBERESAXXiam5vNLczV1NTevn0LguXm5jo5OW1tbR0cHPj7+5eWll5Q4cCE6cIlv2wDMP11+tVU++ZRhZBnCXw61RTaasqHfoxqNS9r8Hh8ZWXlKYkLqBafEI/2oTPogGqPHj0KCgoSCATg0PPKSj09vY6ODplMFh8f7+LiwlpnSSSS/Pz8+Ph4BweH+Pj/xAP2nOTxeGKxeGZ2ZnNz84IKByZMFy6MapjOW7811f7nVCadcnVlSn3t0A9TbWdnx8PDQ0NDg0gk2tvbJycns9ZZoM8QEaBa0r0ktA9CtcLCQkNDQy8vLx8fHzs7O319/QcPHoDG34cPHygUyuTUlFgsDgkJeVX7qqSkxMXF5eDgQCKRaGtrg7E9TJj+eGFUw3TeupDZIqef/guodkpsX7P5O6iWdh+k3fHx8YuaF5mZmdHR0TQazdPTk7XOQicul6dENd5/Uc3JyamxqbH1Q+uHjx82t/6vycXeYRsYGHR3dwuFQjs7u/7+/uWVZTO62adPn2bnZolEYktLy68oHd8lrHrC9APCig2m89Z5Uu2Mp/81VEOrqbnJwMCgv78f7flVqrW3SaXSZ8+eeXp6/tfI3Jcn/IB74OTkVFpaOjk5aWNjs7i0KJPJHBwc3r57W1FRQaFQZmZmzr8s/KT+6OoJM/6yhBl/WfqjjZedZv8fQLUfsOQH2pdnodrq6urXqFZdXW1qajo+Po72BFS7d+8e2ofBYLS1t8lksu7ubkNDw/WN/5stguSTQCCIj4+/detWbm5uYGAg/5Avk8kSExOzsrKuX7/OZDLBaBz/kJ+RkdHU3PTDBeM89Uc/JJjxlyXM+MvSH2287Kepplzpn06IU0DyP0qgOr1pdZbAJ17iayGVIzwr1eQoqsll/f399+/fLyoqKioqys3NpdFoCYkJXB4XndanU22bvX3z5k0qlZqbmwviycvPY7FYMplMIpGUlpbq6ekZGRllZWWBc9++e2tqaorD4SIjI4HPAffy5kDKz8n9Jvp9LPkBYcZfljDjL1E/Q7Wz6Oytpd9Kp1BNWTK5jMfntbW1ff78WSaXLS8vFxcXZ35RWVnZ9va2QpUtFAkHBgZGR0fRPs0tzZubm+Dv6upqaWkpEkllZSUSyerqal1d3evXrxcXF4EPm81+8+ZNbW3t1NQUElt3d/fc3Ny5MQZzmPu1Ti6XX7oNmPvL3IVQ7USf31DfSzUFJ5aIRWIRcBKp5McyQCKVIJFIpdJLLxCYw9yvdBjVMHfu7jzYo0yCv7SthjnMYe58HUY1zJ27u6geyHOJ9qL1u1Htj37C/2jjZX+y8fLLNuDnjP+DUx5zl+q+WnLODT/fpMJvqO+imvyv0I8VIPk3HCr6P8f9962dQ936A1c/F3cuxl+Ww4z/44y/9CcXVe2cfOiPIdBF6LejGvQrLnJR+qONx3RZwooNpvMWRrUzUe1///d/LzunMGHChAnTt/WvyzbgvIW9+mHChAnTP1gY1TBhwoQJ058h6Az6F3weEolEe3t7u7u7AoEA7c/n8w8ODs7lEsoSi8U9PT01NTU1NTXz8/MXdJVfJj6fz+FwZDLZZRvyU9rf36+vrxcKhecb7Zs3b9bX1883TkyYMP2VOh+q9ff3+/j4ODs7lzwpQdfLGZkZ8fHx53IJZfX19dFoNBKJZG1tXV9f/8PxLC4u7u7unqNhP6b8gvzQ0NCdnZ3LNuSnND4+bmxsfO7pCbYpON84L1THx8dLS0vnTndMmDB9U+dDtaamJgKBoKur6+bmtrW1hfgHBwe7ubmdyyWUlZ+fr6qqenR09JPxEAiE+/fvn4tJP6OoqCgajfant0gwqgENDg4aGhp+/vz5sg3BhOkfp/OkGliQ9+PHjxAEAf+LppqDg8PPx4NR7RyFUQ0IoxomTJel86RaX19fQEDA3bt3v0Y1qVQ6MzPT2tra2to6MDAAPCcnJ0dGRpAwEomExWLx+XzEh8Ph9Pf3K7TJpqenw8LCTE1NQWzI6B2Lxfrw4UNra2tHR8fh4SESXiaTLSwsfPz4sbW1tb29fXp6WigUHh8f9/f34/H4oKAgEA+fz9/e3m5vb+fxeOBECIKWlpYmJibkcjkMw7Ozs8PDwzAM8/n88fFxEObw8LC7uxvEsLS09GNpiKbazs7O4OCgQCA4Pj7u6+sbHh4GV+fxeB0dHW1tbegGMQzDi4uLrf+thYUFqVQ6OTk5NzeHTtvW1laAHC6X29XVJZFIQKYo9JXx+fze3l4ul4v4rK2t9fb2isViGIaXlpaGhoYgCNrY2Ghvb+/r6zs+PgbBlKnGYrE6OjpaW1v7+/uRYEBCoXBwcBAY3NHRsbm5KZVKwaGjoyMkSVtbW79GNbFYjA62vb0N/FtbW1dWVpBgW1tb7e3t4OorKyu9vb18Pp/H43V1dfX29iJ5fXh4+PHjx7W1NbFYPDIy0tbWtrGxgRRmkP4DAwOtra1tbW3ItcBdt7a2ggCfP3/m8/mFRYUEAqG4pLi1tXVwcPCkDMeECdOF6DypNjIyUlNTo6endyLVxGJxXn4eHo/HfdG9e/dgGM4vyCeRSEhUKysrJBIpNy8X8SkvL/f29maz2egrJiUlqampqaqqgqhGRkYgCGptbTUyMkLid3R0RKrRhIQELS0t5NCVK1c+ffq0vLxsb2+vqqqqpqYG/KemphoaGvT09BBiyeXyoodFkZGRoMJNTU318PAYHx93dnZ2cXEBBtva2qJjrqys/IE0RFPtw4cPdnZ2WVlZJBIJh8Npamo6Ozu/e/eOTqdramricDgajTYzMwNOHBgYuHLlCu6/lZOTc3R0FB0dnZqailyCx+PhcLiOjg4YhsfGxshk8ubmZnJyMpFIZLFYaGOmp6ctLCxGR0cRn4qKCktLSw6HA8Pww0cPnZ2dc3Jy9PT0wC1HRESAFwsFqpWXlyPJfuXKFT8/PyQfx8fHGQwGYrCmpqaPjw8YVtza2vL390ffzolUOzg4uHbtGjrY9evXwSEcDldcUoyEfPv2rb6+PuDco8ePGAxGcnIyMB6Hw9nZ2YF3ptnZWS0tLX9/f8QwfX195DVlZWUFSX8cDkcmkxFc3bp1C4fDDQ0N2draenh4TE1Nqaurq6qqamhogHL4A+UBEyZMP6Z/QTB0umOxWDMoCUVC5TCAap8+fZqZmWEwGI+LHwN/QDXwu7e318zM7NWrVxAMSaSSp0+fqqurz8zMtLS04HC42dlZEKyxsVFVVdXe3h6JPCgoKCwsTPm6efl5Dg4OyN+DgwNra+uMzIyj4yMIhgYHB7W1taurq6UyaW5erp6eXl1dnVgihmCos7NTX19/eHgYnAh6IJF43r59q62tPTY2Bv7K5LKCBwVhYWESqQSCoXv37uHxeAsLi+Dg4ObmZoFQcPfuXScnp/n5eQiGeDyera2tq6vr/v7+NxNWwSFUg2CopaVFVVXVzs7u3bt3x4LjN2/eaGhokMnk8vJykVi0t7fn6el548YNCIZ2d3ft7e0jIiL4fD4EQ2AGTUNDgxySHx0dRUVF3bt3D7kEl8tVUVFpb2+HYGh0dNTIyIhOpzs4OOTl5x0dHaGNmZycNDMzGxkZQXzKysvodDqHw4Fg6EHhAzU1NU9Pz7a2NrFEXF5erqOj8/r1azkkR6gGwVB3d7e+vv79+/dB5HNzc5aWlukZ6RAMbW9vu7u7k8nkiYkJEH9dXZ27uzubzZbKpI8ePyIQCB8/fgSHNjY2ANUUUuz9+/fGxsYbGxuID0g9CIZUVFQePX6E+L9580ZHR2d5eRmCocKiQnV1dVtb25cvXx4LjkHRTUhIgGBoZmZGVVXV0NDwftr9vb29lZUVJycna2trqUy6v79va2trb2+/uLgIwdDx8fHt27fpdLpILIJgKCIiQkVFhcFghIaGtrW1geIHeiC/txhgDnMX7S4bOheub7fVIiIiTFA6sYcNoZpYLL5169bVq1dBIwndVouKirp9+zbSeHr37p26uvrU1NTKygoej6+pqQH+8fHxVlZWhoaGe3t7MAyLxWICgZCVlaV8UYVxtdevX9vZ2SH9TsvLywQC4fnz5xwOh06nR0VFIb1bCNXAX4VxNYRq4K9cLgdUA6ffu3ePQqGMjo6CLjs2m21oaNjc3Iyc7uXl5eLiAoz/LqHbai0tLVQqFbHw+PgYj8fHxMSA+aVyuTw3NxePx8MwPD4+TqVSke5cGIZv3ryZnZ0tlUoRqiGHEKrBMAyo9ubNmxNnXSJUQ3wQqsEwXFhYaGpqinTcicViZ2fnuLg4ufz/qCaXy/ML8ikUCvKxh1wuf/L0iY2NDQzDvb29eDy+sbERiR+h2uHhoaura1RUFNqeE9tqzyuf02i0ExMTUA35i1ANhuHCokITE5P+/n7QoyAWi729va2trUFPrLq6enZ2tkQiAScWPSxSV1ff2Njo6+sjEolog/v7+42NjcHIGaDayMiISCQCR7FxNUyYLkvfppq3t7cKSuhxGkQI1WAY7urqUlVVbWhogP+bag4ODjk5OaAqYbPZAQEBVCpVIpHI5fKrV69GR0eDYFZWVg8KHzAYDDBZf3FxUUNDA12bIFKgWk5Ojp+fH+gHOz4+zs3L1dDQWF9fHxsbMzQ0fPbsGRLyJ6kGOh6BNjY2VFRUhoaGYBiWSCQ9PT2ampqJiYlgGAzR8fHxmzdvyivKgevu7la+HQWqOTg4oHsF8Xh8QEAA8regoEBFRQWG4ZmZGTMzs6amJuSQn59fZmamRCI5C9UQMinom1Szt7dHDkkkkhs3boSHh8tkMoRqR0dHd+7cUZjO8+bNG3V1dRiGKysrVVRU9vf3kUMI1Xg8HoPBQPcfwl+hWldXl7GxcVJS0tzcnMK44OlUo9Pp09PTyNHbt29TKJTNzc2ZmRkNDY3SslLkUHNzM+hIqK6u1tLSmpqaQg5NTEyYmpo+efoE/kI1tAEY1TBhuiydP9VgGDY1Nb1x44ZEIlGgGh6PNzIyMjIyIpFIrq6uq6ur4FBsbKyjoyOXy93d3TU2Nh4ZGQkMDIyIiIBh+NWrV5qamideVJlqOBzOwMAAXMLKygqwcHx83MjICD3Wde5U09PTAxclk8nh4eHoSRZAu7u7Xl5epl904pTLb1LN19cX+YtQTSAQXLt2jclkfv78eXZ2trm5GY/HA8hdLtVkMllmZqYy1czMzGAYrqqqUlFRQSeUAtVKnpSgTzyRagKBIDEx0djYWF9fX0tLy87ObmRkBDRnv5dqFhYWMAwrU+1x8WN1dfXZ2dm2tjYCgaBMNfCCglENE6bfRxdCtcbGRgaDMTMzo0C1qKiooaGhoaGhsbEx9Joj9fX1pqamU1NTr1+/ZjAYu7u7T0ufGhsbc7nc1NRUIpF44tesylRzcHBoa2sbGhoaGRnZ3NwE7UIWi0Umky+UauUV5eC+ZmZm0FPmEMlksu3t7Y0vQrdREP0Y1WAYnp2d9fHxuXLliomJCYVCyc7OBvFfLtVgGM7NzVWmmpWVFQzDbW1tP081GIbFYvHY2FhHR8fLly+9vb2dnJw2NzfhC6Bad3c3kUhUphpIIoxqmDD9ProQqkkkEnNz8+fPn1+7dg2hWmBgYHx8PDLwgBaHwyEQCM3NzeHh4cHBwXK5fGZmhkAgtLe3e3t7e3h4nGiYAtUqKiqcnZ03NjYUgrHZbAqFkl+Qj/iABs3ZqZaVlfU1qu3s7JiYmJzYo/i9+mGqwTAcGRl5586dlZWV1dVV5A0AUC08PBwJtrW19cNUe/T40deoJhaLbW1ts7Oz0eNqMAwXFhUaGhoiweRyeVl5GaBaZ2enhobG4uIicrS0tBRQjc/nM5lM9Ejq8fHxWb5X+/Tpk5mZ2eTkJKxEtaqqqlOoZmtrGxYWBp9EtaysLDU1NZFINDg4qKurix5AHRwcNDExwaiGCdPvpm9TbWlp6TNKJzabFKgGw3B2Trafn5+7uztCtaKHRTY2NjMzM4coIeEZDEZaWpqxsXHRwyLgQyKR7t69a2lpCYYulKVAtfHxcX19/ZaWFj6fDyJHmgKenp5MJnN7e5vP509MTDCZTFVVVYRq+vr6oaGhPB7v8PBQIpGMjY2ZmJjcvXsXLGJZX1+vo6PzNaodHh6GhIQkJycjF+Xz+QqLYZ5RP0M1HR2dlJSU7e3tvb29g4MDsVgMQZBEIklJScHj8fv7+3w+f2ZmhslknpFqa2trNjY2YGrlwcEB+GIMTTVbW1vkfuvr6/F4fEtLCwRBaKq1trbq6uqWl5eDtGWxWNbW1snJyTAMT09Pm5mZJSUl8fl8Lpf7/v17AwMDQDWRSHTnzh1LS0sul8vn8xcXF52cnE6kmkQiQQoSn89/+Oiho6Mj+JLP2dk5KChoc3OTz+e3t7fTaDQ01UAbC5zV3Nysp6f3+vVr+AvVHj1+BA6trKx4eHgEBQXBMLy3t0en0z08PLa3tw8PDzkcTnJyMsJsZaoNDQ0ZGRm9fv1aoZxjwoTpovUd36udMlUUoRriMz4+bmJioqKigszsX19fd3JyotPpgV+Ulp6GhL9165aWlpaamhoyGTo6OvrKlSsaGhpfmx6tMLNfJBbduXPHyMgoICAAxO/t7c0/5EMwNDw8TKVSbW1tvb29raysQkNDdXR0kJn9efl5RCLRw8MjMDCwq6vr6PgoPj4eh8OBlS2vXbsWHByMntnv4uKCXFQOybu6ukxMTLy8vMBFvby8Xr58+QPTbRVm9gOqIUcB1ZC/+QX5Kioq4Df/kO/q6qqnp0cikczMzKytre+n3efxeRAMtbW1GRoaWlpagnspLilWmNnP4/FONEYkFmVkZqipqfn4+Li6ugYEBNy8eRM9s59AICCJrK2tnZCQcHBwAPIdmdkvEApycnP09PRA2pqZmbm5uU1PT0MwdCz4z3Qeb29vNzc3Pz+/tPQ0R0fHzc1NOSTv6ekhk8k2NjZ+fn7Ozs75Bfknzuxvb29HyhLogy0tLZXKpBAMVVVV6erqenh4+Pv7X7t27datW+iZ/Xg83tXVNTAw0NfXl0KhhIeHgwn6MzMzampq5ubmgYGBAQEBtra26Fzo6emxtLRkMpmBgYGurq4UCqWurg4cAlRD27a3t+fn56erqwvM+8VTtzGHuX+yO5+vsPf29oaGhtDvpEKhcGJior+/HxmKkMvli4uLlZWVpWWlVVVVXV1da2trSPi1tbX+/v7+/n6wegUMw+vr68DnxE5LWKmtBkEQh8N58+ZNaVnp8+fP29vb0S3L8fHxysrK169fz87O7u7uDg8PI9YeHx83NTWVlpWWlpXOzs7CMHxwcFBXV/fs2bOenp6Dg4P19fW5uTkwYLaysjIxMYE2QyKRfPr0CZz+6tWrvr6+H1uheH5+fnR0FNzs/v7+xMQE+saHhobQnWYsFqu/vx/8zsvPs7GxGRoampqaGhgYqK2tNTU1ffnyJQzDYrF4YGCgtKy0vr5+eXlZKpX29/eDEU0+nz8yMoJ87aAsHo/39u3bioqKzs7Ovb29ra2t0dFRMOW9sLCQTqfX1dWBu25vb0dGCg8PD0dGRpCZ8QKBYHBwEGR6bW3t6uoqckUej9fY2FheXt7W1razs7O3t/f582dwyxKJZHR0tLSstKamZmZmRiwWDw8Pg2YiWtvb2zU1NcAGYAaS3QKBoLm5ubSstLOzc2dnh81mDw0NgaNgZn/Rw6KysrLSstKWlhZkiBfM7I+KiqqoqEAMRg+Uzs/PgwJWUVGBZBYMwwsLC0h2oPOouroa2HZKvmPChOl8dT5UuxSd1zqQly65UChcWBAuLAg+f5ZsbAhGRyW7u4LJScH0tGRvT/D5s2RrSzAyIpicFLFYgpERyc4OCC9hs1daW51ptJ5Hj0Rra6LVVcHwMH9l5Z67e2JYmGRzUzAxIdnZEXz6JGKxRCsrgk+fJFtbgrExyd7ef2LY3RWMjko2N0XLy2c3WGFc7c+S8rgaIuVxNUyYMP1xwqh2+ZJxuYcdHYcdHQc1NYLPnznPn4uWlrjv3vEaG0XLywc1NYKpKU55+UFdneDTJ05FhWh+HoQXzc0tPX7sRSLVBwQIRkaOhoY4paVdZWVB/+//NT9+LBgf59bViRYWOM+eCUZHj/r7Oc+eCSYn91+8EK2s/CeG5WVOZaVgfPyop+fsBmNUw4QJ028rjGp/tgQCQVRUFJVKzczMLCwqLCwqtLe3DwwMVP5m7hyFUQ0TJky/rf5gqvX397948eKyrbh8HR4e5uTkeHh4eHp6enp6FhYV8vn8Ez+bOy8NDg7+uSk/ODhYUVFx4tjnzs5OwYMC9JrOmDBh+uP0B1MNEyZMmDBhUhBGNUyYMGHC9PcIoxomTJgwYfp7hFENEyZMmDD9PTofqu3v7w8PDw98EYvF2tnZAaunf6+qq6uVP2g9o3g8HthWiToAACAASURBVNgU+8dO/95rlZaVohcGPEXt7e2NjY3IB+aYziIIgiYmJh4UPsjLy6usrPwd1p2SSCQfPnz4+PGj8qG5ubnJyUnk83NMmDBdls6Ham1tbWZmZoZfRKFQGAxG0cOiH3jI7e3tCwoKfsyMwcFBc3Nzhb3NLkjr6+s0Gi0yMlL5EJ/Pn5ycRC/bkZKSEhkZeRH1skQiWVpaQvb0OUetrq6eOP39l0kmk1lZWbm5uSUmJhaXFPP5/Es0Buj4+Dg2NjYhIUH50M2bN/38/MACmJgwYbpEnQ/VwDqQL1++HB8fHx8ff/78eXR0NJFILCwq/N6ofoZqc3NzCQkJv6atdgrVOjs7VVRU0Cs8XRzV2Gy2nZ0dWIH3fBUQEIDD4c492rNrYmKCSCR2dXVdog0KOoVqxSXFefl5X1stGhMmTL9M50k19Jr9YrE4KSkJj8crL993un6Gar9SGNUuWv39/QYGBn19fZdog4JOoRomTJh+E10U1WAYfvL0iYaGxszMDPi7srJS9LAoNTU1LS2tsbERWYhWJBLV19enpqampqYWPSyi0Whoqk1OTubm5YKj6Nf2wcHBzMxM4F/woGB+fh6G4eXl5ZzcHKStxuFwCosKU1NTc3Jz3nwRDMNjY2OpqakQBA0NDWVnZ6empiosWPz582fkoh8+fEAWsT06Onrz5s39+/dTU1OTk5P19fWVqdbb2xscHKyionL37t3U1NTq6mqhUAiotru7+/79e2Dw3t4ecopEIunp6cnIyEhNTc3NzVUwBtHw8DAIk5qampuXu7i4eHR0lJWVZWBgQKPRgP/Kysrm5mZeft78/PzR0VFtbe3+/j6Hwyl4UID+7ri7u7uiouLo6Aj8BekGYqisrJRIJC9fvqRQKOrq6sCzs7OTy+WWlZUhuQnD8PT0dH5B/vb2NgzDU1NTj4sfy+Xyvb292tpakLm7u7tPnjwBMdTW1h4fHyvflEwmm5qaArmAvvepqamQkBAtLa3Q0FBglcKJUqm0paUlPT0dxP+4+DGbzUaOtrS0gOKRlpb2tPTp3t6eRCIpKytra2tDN+UbGxs/fvwok8nkcvn8/Hxefl5qampGRsb79+/R12pqagIpn5aW5ubmdiLVqqurq6qqkPANDQ1sNrumpiYnJ2dgYAAYPDIycv/+/fyC/Pn5ebQZq6ur4NFITU3Ny89rbW1FDg0MDAD/srIyUICRnf/W19cfPX4Ejj579gx5oBYWFnJz/1N6katjwvTP0QVSrbikWENDAzzAU1NTOjo62traRCKRQCBoaWmBHa1EIlFCQoKmpibxi9TU1ADVIAjq6uoikUgEAgGcpa6uDs5qa2tTU1PT0dFBzgJLXfT09Ojr64NxtdXVVTKZDK5IJBI1NTWtrKxAm+bly5cqKiqJiYlaWlpEIlFHR8fY2Li/vx+CIAiCWlpa9PX1kYtqaGgUPCiQy+VyuTw2NlZTUxMc0tHRUVNTU6bak6dP8Hi8iooKCBYSEsLlclNSUiwsLMzMzICnpqamrq4uUgu/ePFCW1sbHNLW1tbW1kbvrAbU0tKicMvv3r3jcDg2Njbq6uoaGhrAc2hoCOwFk5uXa2Njc+XKFbCVKJlMBuAHevDggZubGxgEmp+ft7CwwOPxIAYLC4vj4+OIiAgNDQ1VVVXgWfSwaH193dHRsampCYmksbHx6tWrYOytvr7e3Ny8rq7O2NiYyWTyeLzNzU1XV1cQLYFAwOFwgYGBykOefX19hoaG4L5Akr5+/RqCILCzq6qqKojh+vXrCidWVVXhcDiQaEBg34DDw0NPT88rV64ATxDn8PCwRCK5detWWFgYGicMBuP58+cwDE9MTJBIJMQMdXX13LxcGIZlMllsbKyGhgZSHjQ1NU+kmp+fn5+fH/gdHx/PZDKpVKqOjg6495CQkPj4eBADHo83MzMDGwXI5fKGhgZ1dXVwaRA/2FhVLpdXVlaCIgoKhpaWlqenZ1VVFQRBc3NzVlZWSPHG4XBpaWlyuZzFYmlrayO5SSQSExMTla3FhOkv1rep1tvbW4fSiSMHylQTCoVRUVFEIlEkEu3u7trY2Hh7e29ubsIwLBaLY2NjQ0NDIQjq6+szMTGprKxE5gciPZA8Hs/V1TU6OhosaXh8fOzu7h4cHAzDsKOjo4WFBWgloIWm2v379w0NDcEVRSJRTk5OREQE6AMEVIuMjBwbG5PJZGw229DQMDs7WyKRcDgcX1/fqKgocJtHR0eOjo4+Pj4HBwfd3d14PL7kSQmYBvK9PZB6enrp6ek8Hk8qlb569UpVVRXshrq/v0+lUgseFIAUmJ+fp9FoyuORDAbDwcFBeTKCcg8koBqFQklISOju7pZIJKdTLTIy0s7ODmkBIFLogfwm1dTV1V1dXXNzc8fHx2UyWWZmpoODA9iHCKS/jo6OwqwWiURia2sbFRUF0mpvby84OFhfXx/k2uk9kBQKJSs7S2FaqUwmKy4p1tXV/fDhA8imnZ0dU1PT4eFhuVxeUVFhaGiIkJXNZhsZGfX29kokEi8vr+vXr4MdR/l8fkBAgI6OjlQqbW9v19TUzMzMBO31U3ogFahmYGCQnZO9s7MjEokyMjLU1NT8/PzGxsYgCOrp6TE2Nn727BkMw4uLiyQS6fbt2wDJUqk0KysLUI3FYjk6OqZnpINLs1gsGxubV69egfSMiYnx8PBYWVmBYVgsFmdkZDg4OOzs7Ny/f59EIinnJiZM/xx9m2re3t4qKM3NzSmHAVQrLCps+qLMzEx9ff38/HwYhjs6OtDD/iKRKDo6Oi4uDoKgp6VPPTw80BuJIVSbnZ01NjZGSCkWi8HuzDAMm5mZ2djYKO/Kjaba3bt30ZtHd3Z2urm5geYRoBrS/wbDcFhYWHJyslgsXlxc1NLSQuPZ1tbW39+fz+eHh4dbW1sj9fL3Ui04OBjZx0soFKqqquYX5ANjLCwslr9sBLO6umpmZvbw0UOFOA0NDd3c3NA2A32Nas+fP0cmYZ5ONTweX1hUqPwZxvdSDdnIG4hOp+fl5yHRgo1GATYQzc/PGxoa9qC2C+jt7cXj8WDq/OlU09HRQccPdHh4eOPGDVBIgBCqwTDc1dWlp6eH1PgvXrywtLTc3NxcWlrS1tZG+g9FIlFQUBCJRJLJZPfu3VNVVUWWij471cLDw5FJm6OjozgcDunVBBuKZmZmwjD8+vVrPB6PNM3RVFtaWrKxsRkcHERfAjxQHA6HTCaju0nj4+OdnJwODg6SkpJMTU2Xv2dfIUyY/jKdJ9VUUSIQCJmZmeBVuqamRktLq6amZnh4eHh4OCEhAYfDvX37FoKgwqLC0NBQ9AcACNWam5v19fVfvnw5PDzc1dUVGRmprq5eXV0Nw3BpWammpmZYWFhtbS2y1SSsRDVra2sk2qqqKm9vb1CPA6qh7Y+OjgZUm5+fV1FRAab29fUlJyerq6tnZWVBEOTn5wdeh8EpPzlbBKFacUmxqalpS0vL8PBwb2/vjRs31NXVFWp/GIYfPnqooaFx48aN169fT0xMIG2Ur1EN/U3V6VRTUVEpKy9TvovvpZqlpSX6YwZVVdW7d+8ODw8PDg4+evzIwMDA3d1dYXrq6OgomUxGNyymp6dxOFxZWRn8LaqlpaURCITExMR3797Nzc2BIrS2tubg4JCeno4EQ1NtcXHR2tr6QeEDcMjLy8vPzw+CoPHxcU1NzYzMDGBtRmaGjo5OWloaDMN37txBF5WzUy0uLk4gEIC/s7OzmpqaSI5wudygoCBAtezsbFVVVSRZlKmGXkXa0tISvO7s7OyoqqqWlpYODw/39/enZ6RraGiA2b9jY2Pq6ure3t5Pnz4dHR3F5mRi+gfqPKn29u3b+fn5+fn56upqCoUyODgIHtcXL15oaWkxmUxXV1dXV1c/P7/Xr19LJJLTqdbU1KShoYGcFRwc/O7dOxBGIBCkpKS4ublZWFgYGxvT6fTu7m74v6nW0NCgra1d8KCgo6OjurqaRCIVPSwC1e7pVMPhcLa2tuCiPj4+z58/Bwi5OKrh8XgHBwdXV1c3N7eIiIjPnz8rxykQCJKSktzc3MzNzY2MjCwtLUFN/dtSTUVFhUwmg2T08vIqeFCA1PKITqQaHo8H0yVOp9ru7m5MTIyrqyv4UDI4OJjD4ezu7vr6+n6NaiKRKCQkhEqlwjB8eHioq6sLBtXGx8fV1NRMTU2Btf7+/uUV5eD0i6ZaaVkpOpHRVDs8PIyJidHW1q6pqeno6MjJyaFSqaAXYWdnR0VFxdLSEhjs7e1dWlaKvNs9efLE3d2dyWSSyWRjY+Pa2toTExATpr9V50k1pONOIpG4ubklJycDXNXW1uLx+O7u7t3d3d3dXeRpP51qHR0dRkZGPT094Cx0LyUMwzKZjMPhzM3NdXV1eXh4uLq6wv9NNYFAUFZWpqen5+XlFRwc/OjxI2Ta4elUMzEx+fTpk4Kp8EVSzdLScnp6end3l8PhnPLdulQq5XA4s7Oz7e3tTk5OXl5e8G9MNU1NzZycHJCMPB7vxE/jT6SatrZ2R0cHfIaZ/WKxmMPhTE1N1dbWksnkqqoqHo93/fr1r1ENhuHCokJVVdX19fX+/n48Hr+wsADD8NzcnJaW1pOnT4C16Gy6aKqBbgwkEjTVYBheWVnx9vbW09MLDg6OiIgA0zXBTYEuTWDw8fExuhEsl8u5XO7y8vLIyEhkZCQSGyZM/xBdCNVgGK6rqyMQCGBooaenR1dXt6amRuEsCIIqKysdHR3RU+dNTEwA1TY3N9XU1L65epZEIklPT7exsYH/m2owDLe0tNja2u7s7AiFQnSFewrVVldXjY2NwRwHBcXFxVlZWYHxeRiGx8fHSSTSz1Otra2NSqWOj4+ffptoCYXCu3fvgn07z0I1Foulq6uLvsSNGzcQqoEdR5VpeiLV0AN+RQ+LTqGajY1NQkKC8tgnWqOjo/r6+u3t7YhPS0vL2amGiMvl+vr65ufngzlK6NSYn5/H4/EI1fr6+lRVVZuamh4+ekilUkFRkclkGhoaYPKOgtLT09XU1JCsBEA6R6o1NjYSCARksFYoFIaGhqI5ZG9vHxYWJhQKRSIRgq79/X0zM7Py8vLTkwWCoKqqKltb29ODYcL0l+miZvYvLy8zmcyc3BwYho+OjpydnRkMxvDw8MIXga+XhoaGDA0NX716NT8//+HDB0dHRxwOB6h2eHgYEBDg6ek5OzuLnAUwubGxgfgMDQ3Z2tqC13MFqlU8qzA3N+/t7Z2enl5cXNze3gavuqdQ7eDgIDAw0M/PD7no4uIiuGhvb6+urm7Bg4K5ubne3l5XV9cTZ/aDkKAWW1hY2NzclMlkp1CNw+EYGBgkJCTMzMwgN6U8d2N9fR052tPTY21tnZefB8Pw/v6+s7OztbX13NzcwsKCQCBQptru7q6trW14ePjCwsLo6GhkZKSuri5CtezsbCqV2tLSAiJfW1sDZ928eVNDQ+Pz588LCwt7e3s8Hi8sLIxKpU5PT3/+/DkjI0NfX/8Uqj1//pxCobS3tyNmg5mNCrK3tw8JCZmcnFxYWJiYmHB3dzc3NwcUOZ1qSLTz8/MNDQ1mZmbgW7eSJyUaGhofPnyYm5t78+YNlUrF4XDITCUej6elpRURERESEoKGU1JSkpeX18jICBItmJTY0tKipaV17969ubm5oaGhsLAwHA53jlRbWloik8lhYWFzc3PDw8OhoaEEAgFNNTKZHB4ePjY2Njc3t7S0xOPxIAgSi8X379+n0+noBwrk5sHBAeIzMTHxNQZjwvQX63yo1tnZaWNjg27iSKXSx8WP7e3twbTDsbExBwcHPT09MplsYWERGBg4OzsLg32cc3PweDyVSrW3t8/Oyfbx8QGjGnK5fGBgwNra2sjIiEwmM5lMf39/0FsVExND/iIDAwMPDw/QlTQyMmJvbw+oJpFI7t+/b2pq6uvr6+Xl5ebm5uXlBRoBjY2NNBoNbX9mZuaDwgdisVgul/f29trZ2YGLWlpa+vj4IN+xgq8Frl69amdnl5ef5+zsfP/+feXU2NnZCQ8P19XVJZPJ4COBwqLC+/fvoz9DNjU1Rd61a2trKRQKiUSi0WhOTk5hYWHKC7LcvHkTfct+fn7IC/7Lly91dXWNjY3JZPKnT59mZ2ednZ17e3vRefHixQsikUihUOzt7TMyMnLzcsPDw0HFvbm5GR0dra+vDyJnMpngrKGhISqVCvyfPH0il8s/fPhAJpN1dXXNzc1v375dVlbm4uICUr6trc3f3x8NYw6HExkZCXKcTqe7ubmBuewKGhgYcHZ2NjExIZPJV69edXV1RVrnp1PNzc0NGGxiYkIikVJTU8HV19fXAwMDtbW1GQxGSEhIVVWVu7t7XV0dcmJ4eLi5ubmlpSX6o/719XV/f38SiUQmk83NzX18fEALUiQSZWZm6unpkUgkGxub5OTk8PBw8CmbgqKjo6Ojo8Hv3LzcrOwspJ26tLQE3q7AXz6ff/fu3ZKSEpA1paWloKg4OjrmF+Q/KHwQEBAAQm5sbFhYWHh4ePj4+Hh5eTk5Od26dQvMb1xYWPD29iYSieCB8vDwAJ3DlZWVZmZmIGWuXr1qb29/YscDJkx/sc6HaiKRaGdnR+HjIYFAgPbc29tbXV1dXV1dX1/f2dlBurwEAsHa2trq6ioIzOFwkDYN+JgMOYvNZoPYkKiA9vf3AcnEYvHOzg7oqHn16hWJRFpdXeVyubu7uxsbGykpKeAtWCgUotehgGGYx+Px+XxwokwmQ+IHmw8gHaQCgWB9fX11dZXNZoOP25A532hBEMTj8cBNsdlsmUzG5/O5XC56bInNZiO3KZVKt7a2wBU3Nzf39vbQjR6gnZ0d9C0fHBwgsUkkEhaLBfyFQqFEIgGdrgoZtLGxsbq6ur29LRaLDw8P9/f3AQYgCDo8PERiQGApl8u3t7eRy6Ht3NzcPD4+FgqFu7u7wFShULi3t4ce3YEgiM/ng2jX1ta2t7e/trYIOjfROD+daohtoGwIBALk6lwuF+Qdj8cD8aMvzePx2Gw2UpYQaw8ODkBsa2trbDYbyXSRSATuYnt7WyQS8fn8E9dZPjg4QL7cAMUJnUHoUiSXyw8ODpDcF4vFIP6dnR2pVApSEkQSGRmZmJgIYmaz2RMTE/b29qDtBUHQ/v4+YvD29jbIcS6XCwoe0O7u7o9tnYEJ05+rv3N/NYFAEBYWhu57Ad/GYWMMf5D6+/sNDQ1/eFuiP10TExM0Gg3dbbu/v+/r6xsXF3eJVmHC9Pvr76SaUCi8deuWh4cH8u6/ubnp7+9f8OAPWDcZE1B/f7+pqenk5ORlG3I5mpmZodPpdXV1SK/Gx48faTRaZ2fn5RqGCdNvrr+TajAM9/b2EggEJpPp7Ozs7OzMZDKDgoI2NjYu2y5MZ1V/f7+lpSX6g4R/lMRicUpKiqGhoYODAyjDZmZmObk5J3bkYsKECdFfSzUYhtls9tPSp8C9f/8e24r6z9Lh4eH09PTp3wb89RofH0fKsMLq4ZgwYTpRfzPVMGHChAnTP00Y1TBhwoQJ098jjGqYMGHC9OcJ+qLLNuS307lR7fDw8OPHj+gNl89LEomEz+eDz24kEgn6U60/S1KplMvlnrLSIyZMFyeBQAA+ffvFA8w8Hg+b4XIROjg4eFz8+MQlDP/hOjeq1dXVaWtrLy0twTA8Ojr67t075TXaz66ZmZlnz56BfTSmpqYSEhLA9MWpqSk/P78Tv33+/bW2thYcHHzikvyYMMEwLBaLa2pqzmvPz8fFj5Gv/TY2NpKSkvz9/f38/NCLqvwCpaenlzwp+ZVXvHQdHR09Ln580TOuxWKxpaVlRESE8qIN/3CdG9WCg4NdXV1BK+rho4fu7u7IGvk/oFevXhkbG4M1CcGyh2Blpp6eHhUVlXNpEUIQ9PHjx6GhoYtr+b1586a7uxspczMzM3g8Hr2Y7+VqdXX1ydMnyqtzYfphsVis0rJSsBrcNyWRSNra2tCreR0eHlpaWhaXFJ+LMerq6mB9VLlc/uzZM21t7fr6+s7OTuXd+y5Ubm5ut27d+pVX/MUSi8UfPnxALxfAZrPV1dV/wQICRQ+L0HsOYwI6H6qxWCwrKyuwYCsMw4VFha6urmC51R/TyspKY2MjWFXogqgml8tv3ryZm5t7cUsK2dnZodet/92o9vHjxytXrszMzFy2IX+POjs7dXR0Xr58eZbAh4eHkZGRjo6OiI9EIvn48eN59SnV1dWBFZ9lMllubq6vr++ldN3/9VTj8/lhYWHoJWGFQmFdXd1FDMcoaH5+3sjICL3oKyb4vKg2PDxsYmKCrEr+81RDC6PaBQmj2rnrJ6l2QQJUCw8Px6h2EVKm2q+Unp4eesN0TPB5Ua25uZlIJCKru55INT6fHxcXh95lbXR0NDY2FmxlAhQTExMeHg7D8Pv37+3t7UHH9BmpJpVKi0uKmUwmlUqlUqkuLi5gqxfEJAsLCyqVampqmpObMzk5SaFQ8Hg8gUCgUChMJlN5sEEikbS0tLi5uVG/KDcvFwz1cTic6OhoU1NT4O/h4YHsuwbEYrGYTKaGhoaOjg6FQjE3N29oaABUa21t/fDhg5ubG51ORzZWBVpYWMjKyoqMjIyMjCwsKvza8GF+QT6DwaBSqWZmZgUPCoRC4eDgYEBAALKJDAzDiYmJoaGh4Pfm5mZwcDByFwEBARAEPX/+3NDQUFVV9erVq1QqFQnc0dHh6uoKQt6+fRtZ7HhsbMzLy4vL5dbW1rq5uXl7e3d3d0skks7OTnAvaWlp6EqTxWJlZGSAe3lQ+ACUjcXFRR8fn4pnFdvb23FxcQpdNDs7O76+vomJiXt7e6mpqWCjaqFQ2NbWFvlFDQ0NIHBnZ2dISMjKykrBgwJLS0t7e3uwHzqQtbX1x48f19fX7969C7ZQ53K5ZWVlIJKkpKSpqSkweWx1dRVskA0UFBQEyi0EQWtra9k52eCUkpIS8HYyPj7u5OT06tWrkZERPz8/Go2WlJQEOttHRkYMDQ3V1NT09fVBbMCYpaWluLg45BK+vr5gF4igoCA8Ho/D4YD/27dvj46OvL29q6qq5HJ5VFRUTm4OesgkPT294EGBRCKRy+UTExOJiYnAtvLy8hPfzKhUatHDIhiGw8PDCQQCHo+nUCi2trbIHhRIUUlISEAv2VxYVHjnzh1wv62trS4uLlQqFRRX5BkvLilmMBjIKYeHh4mJieByCgJUW11dTUpKolKp3t7eoAUJdHx8jDybVCrV3d296GGRSCS6d+8e2AoYSC6Xl5WVIWtgLi8vx8fHg9vPyMgAu08oSCAQlJSUUFFKS0tbX1+HYbi+vj4qKgr9fIFdBsFvkUjU1tZ2584dED+6ixjs8Qtis7OzA9/Fk8lkPB6vo6MD/Ofn53k8npeXF/LV/Orq6u3bt5F6CewcAsMwh8Px9PR8/fr17OxseHg4lUqNiIjY3t4GR/l8fnZONp1OByc6OTkhJ6JlbW19//59bIkJtL5NNZFIdIyS8vMDQVDJkxI9PT3E50SqSSSSjIyMqKgoxCc2NlZFReXZs2fIivsUCiU1NRWG4ZqaGkNDQ1ClnoVqIpEoMDDQ0NAwLCwsLi7u1q1bJiYm4KmQyWQZGRkaGhqenp5xcXFxcXHPnj1bWVmJjY2l0WhMJjMmJiY5OVlhww6ZTFZRUWFoaBgYGAjOcnBwQPbCjoiIIJFIUVFRcV+EJgoMwxwOJzU1VU9Pj8FgREdHJyUlDQ8Pz8zMaGho2Nvb0+n0uLi44OBgPB4fHx8PTpmcnNTV1XVxcYmJiblz5w6NRkMOoa1KSUm5cuWKj48PuG51dbVQKOzs7GQymYuLi0jI0NBQJycnkOxMJpPJZEZHR4NTMjMzIQjq7Oz08fFRV1e/fv16XFzco8ePIAh6//69np6ei4tLXFxcZGQk2HMH5MLAwIChoSHYJ+/mzZtMJlNTU9PBwcHU1PTmzZuhoaFEIjEpKQlcfXV1lU6ng3u5ffs2jUYDe4/Nzs6am5t7e3ubmJjQaLShoSH03W1tbVlaWlpaWpqbm5PJ5JqaGrBqlIGBATDy2rVrRkZGDQ0NEAQ1NTWZmJgwGAxLS8s7d+4wmUxVVVXk1eTKlStMJlNfX9/c3LypqYnH4zEYDDqdfuvWrbi4OCcnJxMTk+3tbS6XGxISYmlpieRjamoqGGhcWVmh0WiOjo6xsbG3bt2i0WghISEwDA8PDxsbG3t4eFCp1Bs3bsTExBCJxLS0NJlMtrCw4O/vr6Gh4ebmBmKDIGh8fJxGo4EcB1JRUQGNudy8XBqNpq+vD/wHBwcPDw8ZDAbIi6ysLHd3d2Slf5lMRiaTAelHR0dpNBooA2FhYUZGRhEREbCSVFRUQAPicfFjJpNJo9FiY2NTU1MVhv2eP3/OZDKRAiyTyUxMTMCJtbW1OBzOzc0tJiYGPFMeHh7gPSwrKwu9qSyfzw8NDU1LS1M2A+wZZGNj4+/vD1JSW1sbVA5CodDHx8fExCQyMhIUOUNDQ09PTxiGCx4UqKurI4O+YJfzx8WPIQianJy0sLBwdHSMi4uLiooyMTHx8vJSAJtUKi15UqKtre3q6gqSNzAw0MzMDCwrWl1d7e3tjR5RVlFRQTYSKi0tNTIyCgkJiYuLCwoK0tLSysrKgmG4vLxcS0srNDQUyUow8+v27dsUCsXKygp4bm1t7e/v0+l0sN3E2tqavb391atXwT26uLjo6uq+f/8egqDd3V1TU1NXV1djY+OAgIDIyEgCgXDt2jUwZfRx8eOrV6+CEgt0Ytf0zZs379y5g80yRevbVHta+jQWJeRVAhHYwxDUoUBf64Gsqqqi0+ngt0QiMTY2NjAwuH37NnhOpqenDQwMmpub4e+nWkNDAw6Hq6qqAu+2XC43MDAQUG19fZ1MJgcGBoJmFqLTeyC5XC6TsBOycwAAFJpJREFUyUTvpPXo8SOEajo6OllZWd+ceqTcA6mhoREbGwvaoEdHR5GRkVeuXIFhWCqVenh4+Pn5gYcTgqCamhr0uzDQ2tqaoaFhQkKCwvzSU6i2vLxMIBBaWlqUzVPogTw6OgJLQh8dHQGfiYkJEolUW1sLQdDAwMCVK1eyc7LB2+7Ozo62tra7uzt47xaJRLGxsVpaWqCmCAoK8vT0BL8hCKqrq9PR0RGLxYBq5ubmL1++XF9fV/jUBlCNRCI9e/YMTKYdHx+n0+mtra1IGBcXl+zsbJlM1tTUpK+v/7j4MRh8XV1d1dbWRjZxVVdX9/Lyqq2tBZV1YVGhtrY2Mvt0fHz86tWrzc3Ny8vLdDr9xJWo/P39PT09wY5Fcrm8tLQUh8NJJBJANTc3t9HRUalUKpfLix4W2djYgDKs0AOJbO+JnqCBUE25BxJNtY8fP+rp6SE17+zsrKGhIWhmOTg4REREgPIsk8ly83LV1NSUvxhBqHZ6D+T09LSenh7SflpdXVVVVW1sbDw6OqJQKIGBgaBMymSyd+/eEYnEnp4e+DupZmlp2d3dDbK7oaFBS0sLNKBfvXpFIBBaW1uBYbu7u25uboBqfX19WlpaSNN8a2vL2tp6aGhIIpGkpKT4+PggW/l0dHRQKBSFiaMHBwc2NjYRERHIa8HIyMhZqCYWi8lkcnFJMagWpFKpnZ2dubm5VCr18/MLCAhQTmflHkiEahAEvX79mkQiIcl7dHTk4eERFRV1dHSEUG1kZAREW1JSYmFhAejl7u6el5f3zfGR7OxsV1dXpA2NCT4L1by9vVVQUn5f4PP5wcHB6EbY16g2MDBgYmICumtmZmbU1NQSExNtbGxAHd3U1KSjowMqze+lWkJCgra2NovFAn/RVBscHDQwMKivr1c45XSqraysGBsbox8VNNUMDAxSU1O/2eo/cVwNvUv1w0cP1dXVYRje2tq6evUqso+oVCrNyc1RHnEBSzaPjIwo+J9CtYODA01NzadPnyrfpgLVdnZ2HBwcKioqkAAymezatWspKSkymWxgYIBGo6FT3t7ePjY2FkmEB4UP1NTU5ubmtra2jIyMkG2ApFJpfkE+jUaTyWSAatnZ2ScmF6BaUFAQUvl++PCBTqcjCSgQCIyNjYseFoG2mr29PZLjMAyDChEE1tbWBjAGh/z8/HR1dZFoOzo68Hg82F3a1NS0rKxMwZK1tTUNDY3snP/YKRQKExMTTU1NZTIZoBp6qvr79+8tLCxOpBqPx/P29lZoc5+FajAMT09P0+l0pNw+efrEzMxsb29vaWnpypUrT0ufAv+jo6Pw8HA6na6cv2ek2u7urpWVVW1tLfhbV1enqqq6tbU1Pj6Ox+OrqqqQkOvr6wwGA/TUfRfVoqKikEsvLS3p6uq+evUKhuGIiAgajYaAB001Ho9HJBJjYmLAoampKUtLy7W1NT6fb2NjA5IIKC0tzdLSUmEIYHt7W11dHd1ld0aqTUxM6OnpIRsjbG9v02i0gIAAuVzu7e1NpVKV5wyfQjWZTJaamhoUFIR+A66oqAA1CaBaaWkpcmh4eJhOp4NBmZCQkMjISOQV82sqryin0+nnNYnh79D5UC0wMPD27duIz9eoxmKxzM3NwYNaVVWlqanZ29trZmbGYrEgCCp4UGBoaAhCfi/VfHx8CAQC8mCjqdbX16enp6f8Pn461T5+/EgikdDboKCp9uTpE01NzdDQ0OfPn3d3d29tbZ1YX3xztkhxSTGgGovFIpFIPj4+6enp6enpISEhoAtOIcKuri4CgaC8u/EpVINhODo6Wk9P786dO69fv+7r60Ne6xSotrm5aWZmVl1djUQik8nCw8Nv3rwplUoHBgbodDr6kXZ2dr5x4wYyHoNQbXV1VVdXl8lkgnsJCgoyMDAAs9UB1QoLC5XTCv5CNWSED4bhlpYWPT29lJSU9PT0pKQka2trKysr8Mw3NTU5OjqCdyAgX19fT09P8Iako6MDWgNAHh4empqawJ67d++SyeRr164JBAI+n3/nzh0cDhcVFVVZWdnV1QW+8Z+fn1dVVXV2dgan+Pr6GhgYgDF5QLWy8v8D4SlU293dZTAYCIGAzkg1LpcbFBQEqnW5XO7i4nL9+nUYhqenp9XV1T09PdPT09PS0jw8PE58aYPPTDXQRgd1OgRBMTExoOR0dHRcuXLlzZs36AyysLAAvZ3fRTX0bBFQPADVmEymmZkZcghNNRiGb9686ejoCDK06GFRSEgIl8sFnclubm4ga/z8/AgEQkZGhkITamtrS0VFBT1we0aqDQ8PX7lyJSQkJD09PTk52c7OzsDAADRPX758qa2tbWNjU/SwqKWlZXFxEVz0FKpJpdKIiIiwsDB0JfPixQszM7ONjQ1ANfQe8WiqdXZ24vF4f3//4pLitra2jY2NE7Pv3r17np6ef+gnvBekc6CaWCxOT08/Sw+kVCr18vK6d++eTCa7desWk8lks9nu7u5lZWUikejOnTvguYV/tK2G1HHKVKusrFQ45XSqAcx8jWqHh4eVlZUpKSnBwcFgxOLEXqzvpZqHh8e9e/fu3buXk5vT39+v3Bb8Mart7++XPCmJj48Hc0Z8fX1BzApU29/f9/b2VqYa6Ab5XqpZWVmBe0lLS+vu7gbv4z9ANSKRmJCQAKKqqqpCZq+cSLWAgADwW5lqNBrt3he9fPkSGYbZ2tp68uRJQkJCaGgolUq1sLBYWVkBVHNwcADhs7OzBwcHwev2d1ENtNUSExPRt3lGqsEwnJuba2BgIJFI2Gw2iUR6/fo1DMPT09Nqampubm7Atrz8vE+fPp1Y352RanK5vLy8nMlkwjDM5XI9PDyePn0Kw/Dy8rK2trYy1UrLSuFzolpERMQpVGtra6NSqeAZ9PPze1D4QC6XA6q5uLggWdPU1KR80Z+hGpFIvHnzJoj/0eNHSI0nFosbGhoSExNv3rwJBsOamprkcvkpVJPL5fkF+cpU8/Ly4nA4p1NNKBTW19enpKSEh4fb2NgYGxuPjo4q32l4eHh4ePg3m3T/KJ0D1cBsER0dHcTnlJn9ycnJDAZjd3fXycmpsKhQKpVGR0e7u7uz2WwPDw+ksvheqqWmpmprayNfI/481UA98jWqIeJyuePj4xYWFui6GNH3Uk25K0xBP0Y1ILBeV0tLC4VCAX2YF0S1vb09AwMDpO8IrR+gGo1GO3GRGmWqubi4nEI1Ly+vEy8KBKrL0dFRIpFYUVGxtbWlqqp6Yk/pd1GNz+f7+/sj0xCAzk61rq4uTU3N8fHx7u5uIpEIBvk2NjY0NDTOslrHGakGLkQikfb396enpxkMBhj3/QVUi46OPoVqx8fHZDK5oaFBKBQaGRmBsWE+n29vb19YdHIRQpv6w1QzNTVFz9JUkFwuPzo6Wl9fBx1UYD2/i6AaosPDw4WFBXt7ezA/XEGOjo7Z2dnY8iJofZtqYBYQIkAXBTU1NREIBGQ6xilUa25u1tXVbWxspFAooH0DavZPnz7RaDTkZeR7qQb6M1taWsByn58+fSKTyYBq09PTJBIpODhY4ZEGVANTD5Tt5HA4JiYmYOqKXC5ns9kGBgYODg6gZkFre3ubyWQirUy07Ozs4uPjz0I1GIbpdLqfn9/pXxSNjIwQicTikmKFeRag1uvt7QW3z2KxKBSKAtWAQLUFUh5QDWEkj8e7du1abGwsErlIJCKTySUlJXK5/OxUg2HY2trazs5OeWu076XayMiIkZHRiV/UoakGppPhcLjY2FhwVIFqaWlpBALhm6uoSKVSDQ0NMLqpr6/v5+en/Ap8FqohXcdCoTAuLo7JZMrlcgiCpFJpaWmpAtUcHByQqBSodnBwQCAQKioqCosKbWxskGB6enqxsbHfXFD07FRbW1uzsLBoaGhobGy0trYGnmw2m0gkRkdHg7MgCBocHDQ2NgZNxuycbA0NDTABB4KgmZkZBoPxvVR78uSJsbExKDMymaytrU1PTw+hGgzDQUFBhUWFTU1NZDIZvLMKhcKIiIhr166d/qRwOBwGgwG+7QEpHxMTg1CtpqbG3Nx8c3MThmHwmQR6DiQejwdzFE+JXy6Xh4WF3bhxA6FaSkoKchRNtSdPnpDJZORZgCAoNjb22rVrXC73jFQDlwOPGwzDa2trvb29YNIjBEF4PL68ovwUU/+BOp/v1QYHB0kk0lm+wt7Y2NDS0goKCjI2NgY+/f39mpqaUVFRV69eRZjxvVRbWVnR1dUNCgrq6uqqrKx0cnIyMjICVJNIJHfu3CESiWVlZf39/QMDA7Ozs1KpFIKglJQUJpPZ3d09MDCgMLfz+Pg4MjLS3d29u7u7trbWxcWFTqdbWVmBR6u9vb2np2dgYKC/v7/oYZGJicmJa+uFhIS4urq2tbUNDQ2x2ezTqfbo8SNDQ8Py8nJgZE9Pj3Kz+Pj42N3d3dTU9N27dwMDAwMDAwsLC1Kp9Pj42NjYODo6ur+/v66uzt3dXVdXF1CNy+U2NzeDwP39/VlZWUg1Ojo6isfj7969C47KZLLKykp9ff3q6uqBgYHe3t6EhARLS0vwjH0X1cCoZH5BPnIvgJ3fS7Xt7W0/Pz83N7euri5gZF9fHygkTU1NYIx2YGCgs7Pzxo0burq6yKcCClQbHx/X19e/d+9eb28viGRkZEQqlR4eHnZ3d/f19QHP9PR0MpkMJr7X19dTKJTikmJwC729vcD/dKp9/vyZSCRGREQAa+Vy+cuXL7W0tCoqKjo6OpKSkpydnTU1NQHVRCJRcnKyvr4+KEtsNluBajAMBwQEODk5+fr6ZmRmIJ5gYKaqqgpcpaur68Qdw89ONalU6uvr6+fnFxMTg3yeAcNwbl6uiYlJZWVlf39/V1dXaGgok8kEQzh9fX04HC46Orqvr6+mpsbe3l5HR+d7qbawsKCvr5+YmNjX11dY9P+3d34/TSxRHP+rfPRFXowxYkhIsMQt25+2lkA1LFgpVKQJS0ESWvoDvQ/9oU0wKv6CQqCAJBAwgoEEBIlGmkgMgUBXSpdum/twrpO5u6WXBy4x6/k8wezs/Dgzu9/Zs2enIY1GI1O1x48fsyxrt9sZhgEL5/P5sbGxixcvxmKxuV/Mz8/LKoXo0/Ly8qmpqWQy6XA4rly5QlRtbW3twoUL/Q/7Z2dnw5GwTqejVa25ufnGjRsTExNQ+Lt37+DmMDMzAyM1NzeXTCYrKiqePXsmSVImk3G73ZcuXYKjgiDQkf2rq6uVlZXt7e0w954+fVpWVhaPx3O5XGlVm52dJdUNDAxcvXoVvsj0er3nzp2D++H379/Lysp+n40dfhNOR9W+fftWWVnZ0/PPhTc6OtrX10d/10njdrs5jiM+hHQ63dzczHFcb28vWRrPzMy0tbWBLq6urj548AAm1qdPnziOk8XoA4lEQqfTwWe8Hz58iEQjJC5/a2vL7XZrNBqj0Wgymbxebzqdzufzy8vLVqsVEmWx73C0vr5er9e3trYODw8PDQ3xPA+R4uBYN5lM4NqKRCNFF84LCwtms9lgMNhstsnJyVQqdffuXdqrOT4+3tTUBH8LghAMBbVaLZTZ0NAAT4oyPn/+7HQ6GYYxmUwmkykQDPz8+VOSpDdv3uh0OqPR6HQ63759GwwFfT4fDA0EqQO3b9+Gi61QKIii6Pf7q6qq4FChUNjf34/H41C4Xq+HVQJ0bX19ned5Ek5dKBS8Pm84EiYfyoyMjDQ2NsL6VxTFgYEBvV4PtrXb7eDISqVSHo+n6IuQQqGwu7vb1dUFL3UAWEdbLJaamhpoZFdXFzy6QcQspLMsy7Ls6Ogo8cO0tLTIIkUTiYTNZgMHl81m8wf82Wx2a2vL6XRCyQaDwWq1kkKy2Ww4HK6pqYEuNDY2QrM3Njbu379P30cWFxe7u7vhLFEUQ/0h2qQ7Ozs9PT0ajcZut8disc3NzY6ODuIZW1paslgsMJeSyWQmk/F4POPj46TwqakpjuM4jqM3xRYEARaOUEtDQ8PExITSnhzHgdlPsrfIq1evbt26df78+devX5PEdDr96K9HZrPZaDQaDIY7d+4Q11w2m41EIlqt1mAw3Lt3L5FI+AN+2l1J6PP3wWd2wI8fP1wuF7HA4OAgy7I3b970eDwfP34MhoKBYIBk3tjYcDgcHMfR22cIghCPxzUaDel+UX9sKpXieZ5hmPr6+mg0+vLlS6JqmUwmFouxLGs2m9vb2+fn5zmOI9GeX79+dblcxLwOhwN67fP5SCLDMP6AnyzcFxcXzWYzHH3//r0gCDzPwwpPFMXp6em6ujqYewzDPHnyBO6Ne3t7PM+TeEvob2dnJ3gguru7yWVrsViisShciUNDQ01NTfCtyIsXL8rLy3F7IBmno2r5fL62tra6uhr+lSQJHoaKZj46Ojo6OqL9fiSFnEKXcNzfMiRJEkVRFEW4v+RyOdrXnMvlxF+QEsA1AYlFvy6n89NVi//muJsFKQHKh+rozFBm0UaWKJa0me4L3f18Pk+6T7cBoK1HziKqTKfQplZaXjZkUCOdn64UzKu0gMxcsokhGyNoEpw+MjJy/fr1L1++FDWXshaZHaDlJYwDI36SLsgsozQpGVbihySn05lLzBBZIoyvsm0yiDFPomqSJG1vb1++fHlpaUmWXnQ+0P0iU650M0jji1qANFWZWTmaRYdGBj1zJEmi36spG083UmleqJ2eh2S8lO1RjqNsDsvSZSNLjCyrjmSjLzS73a7Vao97fvhjObU9+wcHB6uqqv7vH19AEEAZLYIcB6ia0+ks/S7q+fPnRqNRuc2COpCpmgoQBOHatWv/GTjzB3Kavxq6srKCqwbkbEBVOzmgar29vaUjIKxWq8vlElX6q7bqU7XDw8OVlRXcVUTJqakagpwlqGonB1Qt1B8qoWoHBwcQ1XKWDTtL1KdqyHGgqiEIgiDqAVUNQRAEUQ+oagiCIIh6QFVDEARB1AOqGoIgCKIeUNUQBEEQ9YCqhiAIgqgHVDUEQRBEPaCqIQiCIOoBVQ1BEARRD6hqCIIgiHpAVUMQBEHUw99X2J+dI4a9hwAAAABJRU5ErkJggg==)
Whole testing took over 2 hours and we had an interesting review session afterwards. The output of which was afterwards this Test Report.
there are also minor bugs that are acceptable
- There are a few specific scenarios resulting to the application crash
- The application is hierarchically unintuitive in several instances
- There are indications that the portable and installed versions differ
- Mutual agreement on our recommendation -> Buy only under the condition that the known bugs are fixed and deeper testing is conducted thereafter
- Each session was 120 minutes long and a group review was following these sessions
- Additional deeper testing is strongly recommended - various platforms, resolutions and monitor devices are recommended to be used
- Redesign and comprehensive manual is needed to be delivered
I was trying to condensate the Rapid Testing Intensive online 3 days course from James Bach and Michael Bolton into a 6 hour training class.
It went in my opinion quite well. I don’t want to reproduce the theory part of it, which you can see here
The practical part was more interesting, each of the participants was testing an freeware screenshot tool (which I rather don’t mention here), we were suprised how many bugs we found on an publicly used tool, some of them crashing the whole application down.
Our Mission:
Whole testing took over 2 hours and we had an interesting review session afterwards. The output of which was afterwards this Test Report.
Test Report
Results:
- The product's basic functionalities work. Non-typical scenarios produce unstable and unacceptable results,there are also minor bugs that are acceptable
- There are a few specific scenarios resulting to the application crash
- The application is hierarchically unintuitive in several instances
- There are indications that the portable and installed versions differ
- Mutual agreement on our recommendation -> Buy only under the condition that the known bugs are fixed and deeper testing is conducted thereafter
Testing:
- We performed paralelly 4 sanity check sessions by different testers to gain both confidence in the results and remove possible subjective factor- Each session was 120 minutes long and a group review was following these sessions
Caveats and recommendations:
- Bug fixing followed by retesting is required- Additional deeper testing is strongly recommended - various platforms, resolutions and monitor devices are recommended to be used
- Redesign and comprehensive manual is needed to be delivered
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