Let’s look in on Patty …
Patty was just finishing a report on work that she and Pete had performed with a team of her ACME colleagues on reducing the head-in-pillow (HIP) defect at a plant in Minnesota. HIP can be caused by printed circuit board or BGA warping during reflow, and, occasionally, poor wetting BGA solder balls. Fortunately, this case of HIP was due to just a little warping, so replacing the solder paste with one of the new formulations that was designed to minimize HIP had done the trick. Ten thousand boards were produced with no detectable HIP defects.
As Patty wrote the last sentence in the report, she gazed out the window at the dusting of snow that had fallen. She liked living in southern New Hampshire and was thrilled with the house that she and Rob had purchased six months ago in Exeter. She had to admit that Phillips Exeter Academy was also a draw. She hoped her 18-month-old sons, Michael and Peter, would attend high school there, when the time came.
Patty was jarred from these thoughts by the ringing of her phone. She looked at the caller ID and saw that it was Mike Madigan, the CEO of all of ACME. Her stomach tied up in a knot. Sam, her boss, had alluded to the fact that senior management wanted to make her a VP. He asked if she had any requirements to accept such an offer. She said that she wanted to stay located where she was and she wanted Pete to be on her staff. Still, she was a bit nervous about such a big change.
“Patty Coleman, how may I help you?” Patty answered.
“Coleman, this is Mike Madigan. Congratulations, you are our new VP of Technology and Productivity. You will report to me, but, since you are staying in New Hampshire, I want you to report dotted line to Sam for day-to-day things. Coleman, don’t let me down. You are the youngest VP in the history of ACME by 5 years,” Madigan said.
Patty was a little put off by his gruff manner, but had been told to expect it.
“Thank you Mr. Madigan, I’ll do my best,” Patty responded.
“I already have an assignment for you,” Madigan continued. “You have done great things by improving line uptime at many of our sites, and profitability is up everywhere, but I sense we are still missing something. Do you know why?” he asked.
“Because the correlation between profitability and uptime is not as strong as one would like?” Patty asked.
“Coleman, I’m already glad I promoted you! That is exactly my concern. Explore the situation, fix it and give me a better metric. I want all sites to use this new metric so I will know which locations to focus on. I want a status report in three weeks,” Madigan finished.
“I’ll get right on it, Mr. Madigan, and will have an update in three weeks or sooner,” Patty answered, exhilarated, but a little shaky.
“Good! Oh, and Patty, call me Mike. It’s not the 1960s, you know,” he chuckled as he hung up.
Patty hung the phone up feeling happy and stressed. She was glad to get the promotion, but knew she had to deliver.
Patty had thought about this productivity metric concern in the past. She knew where to start, she would call The Professor. She was surprised when he picked up on the first ring.
“Patty, it’s great to hear from you. How are Rob and the boys? We expect to see your sons here at Ivy University as students in 16 years,” The Professor chuckled.
After exchanging a few more pleasantries and sharing the news about her promotion, Patty got right to the point.
“Professor, I need a metric that measures total productivity in electronics assembly. Uptime is a great metric, but it doesn’t correlate one-to-one to profitability,” Patty explained.
Patty expressed her surprise that no metric for total productivity was in wide use. They discussed the issue for a few more moments and then The Professor had a recommendation. “Read the NEMI (National Electronics Manufacturing Initiative) 1998 and the iNEMI 2011 Technology Roadmaps. Focus on board assembly and I think you will find your answer,” The Professor suggested.
After a few more pleasantries, The Professor had a request.
“Patty, I am getting a little award in Washington, DC. I have room for two guests at the award presentation. I was hoping you and Rob would come,” The Professor requested.
Patty said she would check their schedules, but was sure it would work out. She was honored that he thought so much of her and Rob.
As she hung up the phone, she went to ACME’s Tech Library in search of the iNEMI roadmaps. She quickly found the 1998 NEMI Technology Roadmap, but unfortunately only a summary of the 2011 iNEMI Roadmap was available. She thought she would read the 2011 Roadmap summary first. It was overwhelmingly impressive in its coverage of technology, at the wafer, chip, component, and board levels. The thoughtful inputs of over 575 participants, from over 310 organizations, were clearly evident. All of the current and emerging technologies were presented in detail.
“What a treasure of information,” Patty thought.
But she didn’t see an answer to her question.
So she went to the “Board Assembly” section of the 1998 Roadmap and in a few minutes she saw the answer: Board Assembly Conversion Cost in cents/I/O.
“What a simple concept,” she thought.
As she studied the document it became clear that about 30% of it focused on reducing conversion costs. Conversion costs were defined as all of the cost of assembly minus materials cost. To give this metric meaning, to enable comparisons between different manufacturing sites, the total amount of conversion cost for a manufacturing site was divided by the total number of input/output (I/O) terminals (i.e,. component leads) assembled.
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48fkKlT5t06zXxWa4iy4xiBlgHQ9Vslg0rlvvXqd86sHXH9l2OHT9ldjotsnQh7cqESROjo6MTEhIWLVqUkZFht9v379+fmJgYHBzcu3fvq1evWq1Wh8Nx48aNAQMGxMS0W7hgyaO7TxSnumpFcp++g3r2HpDUvvOUqdMvXk6b+uWs9kmd534932xyZGfmx7VNCGreasiQIVFt2o0Y9tXdOzkKsR49dahmjci1a4+t3rhkzJShaTfNKoIjZ04PGDnowLHzLheWTTmgFD66frFv9/aJCbHbdmw/fvrcwROnYjt269irX+qps5KOTTb7jK+mBwa26NSp0+GjZx9nWd0y3Lj9cPDnwwMCAgb073vyxBGLOR+ApaWlDRs+OjGxa9ceA2rWbTbly7m5ppy582cOHNp/4uQJrVtHrF617uHD7NGjp0aFx3/91QKrxYUx3bplU9dOidHRYb36dEu7d/deXv6i5O8GjRk3fvrMjp/1+WzQkH2Hj1nsEi3y+ClQYBiAAUE/21RPCMnPz1+3bl1kZOTUqVO3bdu2YcOGdu3a9ezZ8/r167qunztzduTQIdGREaOHD7t49ozsdD3LzBo/dsKYMeO+nj0vPKLtqNETHj3NeZyZO2fekrnzl9pdqs3u3LBhw8yZM9PT0+/fvz9u3LjExMSxY8fevHnTZrMdOXJk0KBB3bt379y587Fjx0wW8/RZs1uEhLQICVmwdGmhzfkwM3vspKlfzppjl7ScQuvJs5eGj5nUsEnLkeOmXL/9QJbVS8dS18ybM23UuL5dese3SVg8b3lOjk0jIBuEAFU1B8ZSxo300UOHhzcPnjVl+p3b9ykDp0vZsHFrUvvOYa2j5s1fZLE6OYDV5lq6bFV4RNtWQWGzv553Le3muTPnwwJa/Ou1/06KiL17LeNBxqMhg0cHBITExndZvCw561k+AABnTHPJ1mfzvxwT1LRBz0GD23Xv377bkJS9x21O0/4Du8ePm33nXj4CuHzrZve+Y/YevigbCuVu4Kq1MHPq2FHNGtZPXr78wvmzK1etiYyNHTv1izNXrn29eOmA4SO7fvbZxMmTcp5lP8zI6N+jW0izgKFDPj958qTJZAIAm8327bffxsTEDBs2LCwsLCkp6fbt2+fOnZs8efLBgwddLtfJE2f69Ru5c8cRjOHkyQtjxk6MjWs3YdL47NzMG7fSevTq/vo/3qhTt+F3322VJEoJMAxuS864YZ9V+bDs4vmzjx46OHTwsEEDh504ddEl0yvX740YO7llSPj02XOvZ2RImirr2vWMjAEDhyTEJA7o93navfsZj5/WrVz7rTfeahkRuXnfPqTgS2cudezWMyiyzZy5C65eSXc5lcs/po0YObZzlx79Bwzeui0lMyvXR8a/Ez4y/r3wPIPkyZ6DDQQMMq5e79QuITo0/PrlK1Qz7IXmQ3v2dUpqHxPV5v13y9WrVfv40WOmgsKkhMS//f2N5q0jKtSuV7V+w5HjJt1/nLlm9br4dgn7du0+euhw187dAluGNGkeGBYVs3Lj5kyz3SqrAAZwQ7K5Dh04vHrt0qDwkNCozg+znAjAhRQNC1cJAyiAZHCb1n81skto46Xzl11Ne3D1+qUBI0cEJQ2/8sBqSE/2bpjpV6eOv1+z2jUrNGnmN/GbNVkuuHHj1oBeXZr7N6xfr071GrW+mrvg4rVbnXv1f/uDirX9mk6b+fXNWxlffjG1YZ0adap+4t/Q7/U3KsQmDsorNFwuDBwA66ArBZmPh/cf0Ldrj/0798e0iZ885ct8qzXfYf96wbw69erWrFkzLCxs8uTJaWlp586d69y5s7+/f0hISFRU1LfffitJUkFBwYABAz799NOgoJDotvFfTp5R8PTZ3K/m/OfdT5oFR0WFBVeq8EFYbMeI+C61q1cLqFd/9+7DDx4VREfEVKlYKTi4VZ26Dd9/r07fPiNNzqyjpw69/77/vn1X1mxa2qhFnQ2bjrvcMGfxomZhLQ6dOM85AJKAOTPvXB3Qq1NsTNTGzZtOnDl/9Mz5Ri1DYjt2u3r7boHVMW7S5CrVKjdq1LB+/fr+TUN27jlWaJFnzp7XKjC0Zs2afg3rJ8THXE/78dHD+4MGDapdp0HNWvUbBwS/9U7FiVNm3r5zq0v3pH+/95+g8JB6Nep8WqFKeLukqLgOH7z1YeumrVOPnbr7+PGMKVPCWjRt3LhO42Z+PQcN/OHWrUmzZ79XuXK9ps0q161XvuKn7bt0F86lx84ZGhFvMKaapokQtKIomZmZAwcODA8Pv3btGufcZrMdPnx48+bN2dnZ9+/fHzx4cLUqVZsFNPVr0DA8rPWN6zdzs/OqVq720UcfR7eNe/+Dj8uULTdn7oJ79x+PGz8lqX2XtOu3Hz583KNHj8GDB//4449z585t3LhxcHBww4YNZ8yY8fDhw8WLF7/77rt+fn4dO3bct2/fF9O/rFm3Xs269Ro3bTZizNgf0248eZb7Wb+BPXr3y8m3HDt5tkPnHnUb+H9QoUqjJoEDPh955/bdXWuXh/jV/bRClZbNWvtVqxVQu/7y5esdOugAbl0GYr+Tfr5Dx67+/oE1PqrYsoHfqBGj791/uGPnrtCw8JDQ1o39A6pVr9m7T79raekrVq5uFRTS2D8gKDi0R8/Ptm7bsWPbzmb1/P7x2n93jE7Yt2Nfnx79qlerFx/fNaB52MzZC+7ee0wpx5rKDAk0+/wvxlWtVL5+QPO6zcM++LR+23adjp88tm3bliZNQtdt2C0bZP6yFR9Xa5R68jIFMJAbuOqwZE8bN7ppg3obk5Nv3Uxfk/xdcETE8PETz1y+kti1+3ufVGrUrNnAzwcd3H9g/MiRDWpUi4lsXbNGtdatWx88eNDpdC5btqxs2bK1atVq0aJFhQoVAgICbt68uWPHjoCAgEWLFrnd7rXJG1q2jFi7dsft209i2yVV+rRa1erVKlWuOGzE4NNnT7aLj33tL69VrFR1y9YUTQNkANZ51oPbX38x6sOyb4wY3O/U8WNnTp3NuP3A7tIzsy2jxn3RMiTSL6BFSHjUpGlf2FzOB08ed+/Tp2KlymGtQit+XKlrv77Hzp2Nbd3mP6//q04T/52phw7s3h8VGlG1du3ajRsFNG0+aNDgu3fv7913oE7d+pWrVOvcpdvGTVvyC0wcgFDuI+PfDB8Z/154doKIXSGMMYoJMMh+8Lhnh84dYuIe3bkHDICBOTf/7q3bF8+em/nFl5U/qbhu7XeF+QWhwSGBrYL3HT959tqNfsNH1m7Q+MTpczt37opvF7dp3fo5X80KCwkdP37ijNlzmwaGDBw15lG+GQFgpGDVyXQCHCTVFt8xsW6DoHtPLDJFhS4r5UAp6JobmBtJNsOau3/FrJZVyr/3VvnK1eq/Xe7N9ypVHDp9zUMzKshKiw2q0ikh4fat++nXzk+cMvbD2s1PXX/qdLqzn9zLefpo0cIF9Rv49ejTf9/hE117D4xt33Xtlu05+ZbUI8ca1K/7+YDed9KunDhytH6D0KjYvnkFqq4DcDAUNyDtTtqVFn6Nvpo2w5JrGfr5yB49+9x59Ci7ML//kM+DQoKnT59+4cKF+/fv2+32HTt2NG3atGvXrqtXr757925WVpaiKEuXLq1Ro8aoUaO++259+6RucW0Trp8/O3Pq1Lc+qrVg5ebje3fERwYHRLbf/f2Vrd+tiQ1qOXf+8rTbz3p07hkYELBn9447dx/2/mx0xYp1Ll8/8/35Y++91zA19fqVWxdbhDWeOHnRtTRT78Gf9x7SNzPfzjkAM0CzPLp5uU+3pPfKla1es0b1OvVrN2oSEtVu/opVNkW/dC29Rp26o8eOKsjPPXLkSGBwm8SOvXMLnE+y8rKf5Z85c6ZP715NAxrt3bNz755doaGhU6fNOHf+8obNuxs0Dho1dsrVqz+OHDO4QXCTlEN7Lxw7Xbdybb+Q1ndzC3au3taipv+sBYs0AGdB4ZP06+vXrQ5s3dKvZYvUc+eGTZr0Se3ay9dvuPXw8bSZs/2bB65Zt/HI0ZOHDx07eODIwf2pu3buPbDv8L49+48fP3nkyJFjx47t2bNn7969ly5d6tSp05AhQ8S2ebG5j1JaUFAwe/bsJk2arFy5Mj09fevmbY0bN1m6eNnDh49r165bo0at48dO/XDxSmDLkMSkDqqCDhw8Eh/XflfKvu+/Px0bGzt37ty9e/eGh4cnJCSsXr165MiRoaGhqampixYtqlq16oIFC65fv261WseOH1fp0yqz5n5z/tLl2/fuP83Ou/PgcWxC+wGDh2Xce7x42ergsKg1321Ku3Fv3rfLW4VEbV6/4cqRfUENareL737qTNqe5OSgunVHj54qA7g52CQXcNu+zcs/qFR91YZdD9Ju7li1atqkyfsPHBo+YlRkVNuUXXsu/nB58pRpffr2//7UmSVLlzdt1mLwkGGpR479cOlHWdE0RZ02erxftRrXzl4iCundve/HFaouWrTm9Lkfz128ZrG6VFXXZQmwQiTzvOnjmzaq+9W8xRdvPfp60eqGTVouX7ni+vXroSGRY8ZPe5iZ173v5xFxnQvsKgVwua0AmrUwc+LIYX/7r9eqfvJJlcqVPqn4aePmzVckr7t+9/5ngwY3DQ49kHqkwFS4acPG1sFB82ZOv3D65L49e2NiYqZNm1ZYWBgREREZGXnlypUzZ8507969RYsW165dS01Nbdq06fz581VVXbVybb16TWfPXrJq1aY2beM2b9nxJPPpshVLp8+clpOXtWrNSr/GjeYvWCzJBueAEBADwJCuXTgWFdKsXJl/vv/uO7GxcevXbcnKMW/YvDugZWiPPoO+XbqyW68+EW3bXLh8aUXySv8WLVauWvPo7sPNG7f0HzH85MUL61ck16pSY8vePblO+9gRY5r6Ndl14MDVjNtffDkjMbH9zp27du/ZFxQcOnjIsNNnzuXk5nMAhKmPjH8PfGT8e+FJPuzZsayrmuaSsh887tm5a2JMuzvpN4mqY02/ePZcyrbtqQcOjh456r//8l9r1yTnPMv29/dPTOpgkhSzYkyb802t+o22bktZt25DUkLiqmXLe3Xr/k7Zt8uX/6DSp9X+/q+3AkLCtu4/rANgpADH3KCaolvsedEJsQ0ahT7MskvEMIBSDpwDRiqABkjjbuu6r8c3r/J+bES7YSMnde7Wvk1iQtvuo5dvPZzz+Epw44/GjBiOEQBoe/ftfL96470nr+XlFXy3asmOzRu+nv1VYKvgbp/13Xf4RKee/eI79XjwLJcCpOzaExvT9rs1y1W7JT87p1fvkQkdB5ssOkKAdEN1O7gmr1uxzK9mrYG9+y+au6hrp55NmwVu3rnTrasnzn4/YNDA0NDQxMTE8ePH37hxQ9f1pUuXRkdHt2rVqlevXikpKRaLZe7cuW+99Vb58uXffvvdf/3rnXo16x/cvG7q6FFhSX0v383J+OFE346xcX1GXcl0nti3MyG46YzZi09dutulfdfO8e3u3rkJAIsXbShb9qONW1f+8OOZBg0jtmw9kZX/sO/nPXr2Hrt2XWqbuLgV362QEOg6AFa4Ysq8m/Z5v5716taMT0xoFRr2zkcff7Nkea7VUWB1Jm/YXKlqtUOpBwFYfn7+rDkL6/kFpt14cOLU+c2btyYnJ3fu1CGoVfNdKdt2pewIDAxcuWoNJpBxLyuhw2czZs1Pv36tc7fEpm2C7uc8eXbjvn+Nhu0Hfe4ASD/+Y8MPa3y7OlkB2Ld129blyzduSI5Jim4WFnrs/IXZixZHxCeknjqDALam7GkZ0rp1VHRoWGSFjyqVeevdD9//uMKHFSt8WPHNf7/1+uv/+Oc//1m2bNly5cpFREQkJyfHx8d//vnnYg85ISQ3N7egoMBkMs2cOXPgwIHnz180EDGb7PEJHfr1HXTi+Onw8MiOHTsXFJgAICqqbcOGDU0F5nPnLiTEJQ4fPnL69OkDBw48e/bs9u3bGzRoUK5cuX//+9+vvfZaxThh8x4AACAASURBVIoVp0+fPmfOnNDQ0NOnT9vtdl3Xz10437lrl9iE+MCQ0CEjRt7IuONS1I5dewwcMvzeo6cjxoxvE5PwODOXAhw6crJD515zZ80+sH5piF/tYeNnZ5uM68dSW9etPmDAyMdWLAEYnIL+bN3CKRXrNjmT9gQIuLIzDUU+feZc334DRowcbbbYOMCGjZuDQ8JWrlpz9dr1ESNHR0S26da9Z7/+Aw8cPGwxmRd9/U2tjytmZjxUHWrK9r0d2ndt3TqmW8/+y1etv3f/sXgUC7BmzXk894txcW1bb997WAc4cPz7qjXrfDVzTkG+ZdiwEX37DTp87ELj5hFfzFngMjACUDQZQMvJzJg+cVytqp/26tJl0MD+02d8deDoUYtTuv3oSfvuPdskJKXfzjAw+nLaFy0Cmjy8dQOIYS40JSUlNWnSJCsrq0aNGrNnz5YkyWw2z5o1Kzo6+sKFCykpKQEBAUuXLgWAzZu2BwZGrl69dc6cJTGxiSdOnqKcWe0Wu9OCiHb2/JlPq1RetTrZanO73USSODAAQ0Lugsd30rasT+7VrWtwcGhAkxYTp0xfvXZzA/8W/y5b/t9ly73+rzffr/DR1u3b1qxPrtuo0fkLPzjMduDwOD8PARzcuTegof/B709evXenb88+QwcMfvTsmcntSj1yrHv3nnPnzlu/YVPr8MiFi5Y4nG6EKQeQZNVHxr8HPjL+vRCPMLHih0YAgBEKiNjzCnt365EQHSs844d373VMTBo1bHhu1rP9e/dVq1J104aND+8/iI2NbdqsRfq9h4/zCyfPnB0S0ebI0eNr164LbhW0ZsXK8aPHNG0S0K/fgOS165atXnvwxKk8u0QAgCPgmBlUV41CS3abdlHNAttk5bsRMAKk0CJbrSoAAdCAY9DdKcu+7hoReOrYaUJAkh1bd+18v07g4vW776Sfjg2tlxifYDLbDdUx++sZdZq23rL/9MKFCzsmxJ47deLWzfROnbt26NL99IXLPfoN7tC9z/Xb92Qd70zZHREeNmv6tJynD20mc4vAmDYxvSw2g3HQVBkYzn7yIDos5K+vvVbhvQ/f+meZcm9/8D9/fWPIiJFuXbW67QZGd+7cmTNnTlBQ0JQpU/Lz851OZ15e3qNHj5KSkurVq5eenr579+5y5cp16dJl8+atycmb16/ZkHvr+uSRI2q1iE09f/vhle97xocnDZp0Nct1bO/WzpGBq9bvvPPU1q1j98igwPPnTimKNnXq3Fq1/FKP7zr/w/cffFh/7XcHEKjL1nwbHNa+Q6ehcR06nL9yXufAGIAhAZPzM+/17dm5W9eON2/fOnPhYoeuPaJiE1JPnZF0fO6HS1WqVV2xarnNZiksLIxoE986KmHdxh0xce1Xr05+9uzZxAnjmjfzP3Rw7/59e+Li4lauWmOxuvYfOtG4acjwUeMLC/K69ujYMjYsy5KXeTWjboXqXUYMy5Tke2duNP+0wdR587YdT+3dqfPBTZsfP7o7bOywyPjYlMOpQ8aNr93If8W6DWa3vG3X3uatQubMXbAmef2C+Yu/nj3vmzkLZn81d8G8Rd/Mmbdo0aIlS5bMnz9//vz527dvv3Xr1ogRI1q0aLF//36EkMlkGjBgwODBg8+cOTNx4sSAgGYpu/bJivHDpauBrUK/mbfwWtrNOnXqxcbGmc1WWZajIiKDAlvl5eSqirRi+dJmTZuEhISMHz++oKDg0KFDQUFB0dHRX3zxRUpKyrp169LS0hYsWFC5cuUtW7aI5/cwxk636+HTJ98uWdoyOGTClKkXLv/YvnO33v0HXb91Z9ykqTFx7X/48bqskeR1myPaxM/7evbx7clxoc2/mJecZ+e3vj/apkHtUaOm5Kvg4GB22kF6snf9/MoNm6/cfhS55Kfp1xbNn3fo8JHeffrFxMbdu/9QUfXpM75qHR65Zet2QrnTJT3Lzk3ZtSewVXDffgMeP3yUvGR5QJ0GBU9zkKxrCuIMrly5NW367MrVaq9JXu9ySQAMOJas+V9NHuXvV3fd5p3ZFveGbdsa+DVctGCF5NTWJq9sEdiyV59RtRoEn/zhskyJpGNEMICWn31vcJ9erYNanj5x3GGza4YuNiqevPBDj/4De/Xvf+nqNUTw0sVL/Bs22LV1q+Zy5efmRUVFDRo06MGDB02aNElMTMzJycnPz+/Ro0fHjh3v3bu3d+/e4ODgb7/9Njc3d/78b+vXD5g/f8WYMVNaBbU+nHrUwOjylUvTvpx8Ne3y0eNHqtessWXrdg4gPGNNxfdvp29YvTB1f4qlMOfB/buzZ8+pWq1Wz94D5s5fGtAyOCahw/zFy77buGnNuvU3b99asza5as0aBw+lAuaPHjyePOurSzfSN676rmWT5lcybuc67b27f9YuKibt9m2F0cOpR1u2bJWc/N2a5O9aBgbNX7DQYrVLsso4GIj4yPj3wEfGvxfiwRvGmGfNmFOGNT3zwaP27eKjwyOvX7lqKGrGjZuBzZrXr1uvbVSbhvUb/OW11zZv3pyTkxMZGfk/f/17QMugqPikWvUbJXTofOVq2vbtO2OjY44fO7Jp4/rwsNZt28b07NW7U7eeG7ftNLsVi8ulaxJHmurSRJg6Ijq8cdPWdx/mS4byKPvR198sTUk5rMhOTbYwQ1UtBduXftPgk/JNGga0aZMQGRHaIqhV2Sp+Ry7eUBzPZk8dUv6D98Mi28bFhNeoXrn/iIn3nlkmTpz4Ybmygc2aNGxQ760ybw8cMvzuo8yo2ITeAwb/cDWdAmQ9y0mIb1evVvXw4JZNG/u/WebjiDZdcwucov0A+NihfZU//nDs8JG7t6VsWb91xdI1CYkdY+ITvtu8/tulC6NjY/r16xceHt68efNZs2bt2LFjwoQJHTt2jIyM9Pf3b9Kkya1bty5cuFC9evWQkJA+ffoNHTp22cLlWTevTx07unpAxNELN8yPb3eJCYvtNSyjQD1//GB8aLM585dfSn8c3CKozBt/b9kioG3bth+Ur9y2Tdztu1dPnk59v3yNc2dvUjDO/3i6ecvot9+pNmLcuBxTnoKAUOBIBex+cOtK5w7xnTsl5eTlOiR5xdq1ter79eo3MKfAnGcy+wc0qV23VlRUREy72Fp1/VYkb0w9dqpy9Vq1atUJCQmpWaNacFDgxQvnzp8707Zt208rVw2PaOvfNPDNdz6YOGX6jfS0z/p2b9Ym6E7WQ/Oj7FoVqnX4fJAb4Nye420bh3y7Zs2Ctas/eKtM01q14uPa/uvtfwW3iTh+/tyXc+d8ULFifX//4IiI2vUb1K7f4MzZ82aLzTAwY4AQcTrdBFFgIEmSruuSJBmGoSiKy+VKSUmJjIysXbt2dHR0TEzMu+++26lTp6tXr6ampiYktq9Rp35C+y5NWwRXq1nv+7MXsvNNDf0ad+/eU5Ikq9kSGdY6IjTkwZ0MYDj1wN4K75erU7vmhg0bGGNpaWnx8fF16tRp3779Z599tmTJkuzs7Hnz5jVq1Oj48eMAkJmZuWDBgg6dOvbq/VlCUuJ775efMHHy/QePho8Y1advf7PFkbJrn3+T5lWq1oxtlxQUHJ6Y1DnjRvr3u9dHNm88YfqirALtxskTLapVGjBg5FOroQBImgp67sWj22r4B35Sp2Vcm+jm9eu2CGhy7sL55StXVK9Zo1VwUHBoSL0G9YeNGH7n3t3NW7d079mjW4/usXHtKnzycZ9+fc1m8zdfzf7ba38Z2Lv/2ZNnpk2ZHhMd36Fjt5DQyFq1G3y3bpPVasdIB2JQ3T1n+sRqn35StVaDoIgYv4BG/gGN9+46Yqg8J+dRYlK7t8tV79B1eKFbQsB0CpgAw26HJWvqhDEJ0dFpP15BuiEpskNyE4B7T54kdOrUpVevtJu3OMC5M2ejIyNqV62aFNeusV+jDz744MSJE2azecaMGW+99VZsbGxgYOAnn3zSpEmTCxcu7N69u3HjxrVr105ISKhevWbFStWSkzefOn2hdXibmrXq+Ac0aeTvFxYeevf+nZOnTlT8tFKNmrW379hts0uEAHAoyH7aoV1E2X//vV3byF49uzds2KhylRrfbdxy9sKPcYmdAoPDO3fv1bNX72XLV+bk5Ny+kxEWGdHAr2FU6/DKlT6t7lfvyu0bpw4f/c/r/2jUqvnJyxfWrFhZs3LVOn4NWoaHNm/ZIikpKT09ffvOHaGtwxYvXWJ3OgyMGHAOQBilnIn3P5Hxrz+R5wOAj4x/J7yPDPKkWzI0HThkPXz8WdfufXv0up1+A6kacFi3Jvndt9+pVaPmVzNmhoSErFmz5t69ezExMUHBoUmdu735Tvng1pEZdx5omrF169ZOHdtv27pZkd0Lv51fq1atN974Z3xCh1PnLjoVgwIQrAEnmoIMAxeaniW2j2sT3fneo3wVK2d/OB0WFj1jxnxDl3XdDgxjl2Pb8m8D69X8y2v/6+133n/9f/6recsWc1ZvfmJ2Y80KyDZj9qw333nvnTL/GjF8cFaBw2nAw4cPm/n71axRrUuXTsOHjxw4aPCWHbtGjZ/Ud8CQK9dviqjU6e9PJSbEVXi/XLOAplWrNuzTb0x2thlhChw7HeY1K5c08at/9eIlyS4DA2TwDeu3RLWJXrxiyeHjh9rGRL/zzjvvvPPOpEmT7t+/n5WVtXDhwgoVKvz1r38NCgrasGGDeGzm+PHjDRs2fPPNMlUq1zy455BqMU2bMCEqsWfqmR/Tfzj9eZ+uXQeNupNj/z51X1xE0KKlax48Kez/Wb+osOCOHRLKly8fEhx1J+MBIq6Tp1Pr1Gm6e/cxq8vskG2Dh058s8zHG7dvJ8AMBowDcKw6Ch5kXJ8wdsRnvbpduXKZcuZS1PGTpwQEBi5ZsVLWtadZmZ8PGfTGG3//sMJHK5PXmR0S5jB24qTy5cv7+flNnDCuQ/vEFcuXckbOnj3btHmzylWqBbRoVaeh/6Rp0zMybk2YNDaue4e0uzcfpt/xq1lv0Pjx+W737R9uBDdovmL9uieFucP7D6r3aZXQkMAJU8d37tl9z6FDoydODAgMbBMXV7l6jcZNm+0/nOqWFA4gTuUoUkEOqqx58j9AcQZWANi/f3+nTp3KlClToUKFYcOGpaeniwsOHkqNS+r42v+8HhwWdeTEKUlDV66nh7WO+KxPb0WS7TZLVOuwLh0STXnZmuS8+sO5MSOGtomKyM7OFk+dpaWlxcbGfvzxx9WqVVu0aJHL5Zo1a5ZYPLbZbKqqXrlyJaptm9f+6y8fVvioR6+eWc9ynmY+i09IGjZ8pMlsdzjllF37Gvs3e6tMucSkzkePnTIU+fjuzfGRwXMXrMopkDIuXIwNDJw4cebTQtlhAAUAZAZk/v6Hq40CI8v8+z+x4WFXfrxksphNFvOKVStr1an93vvlR4wamX7zhmboP1y+NGDQwLLvvP33N17v0Knj6bNnNE378eIPTf0alyvz7qWLl/fsPlCrZr0yZd/7+JPK38xbmJmVDQCEIMltl5yWRfNmhYW2iu/Q7dOa9es3rrd02UKmg2TTGHaPHTfsb3//cP7i7WZZcmFJPFzmshe4bNkTRo+Ijoy6duUqiIwunFGAH9PTBg4Z2mdA/wePHnIAl8N5N+NOYru4f/zt7/6NGu/cuVM8f/Ho0aN+/fqVKVOmZcuW4eHhkZGR9+7ds9vtkyZNqlSpUoMGDeLiEloFtV6ydJWiok2bt0bHxnxY4aNWwYHXrl91y66cvOx+A/q//o835i9YaHdIHIBgwKr0IOP60IF9P3zvnb+89lqzFs0XLlqSb7ZJKk49/n1cUse//eOf9Rv4bdy0JT8/nwP8cOXH1hHhb7/5VotmzQ98f0wDeu/6zZiIqAo1qixdn4w1fcu6DXUbNSz3yUcJSYnp6emyLO/dv691RPiSZUsdLiflDFPCgPvI+PegiIxfRKJ/FP7cRv6fBi9OR1WUcR5h4IA1XXa6JIdTlxWGsEhWYC402SxWt9utqqqmaZIi250Os8VmdytWh+yUNQMxhIgkSU6Hze1ycEYMXXU4HGaz1WxxOCTVIEABgGNKkHjAVFHtBeYck0lxy8AAq4bb4dDsdl1VXBhLyNCQ4lYL8xy52TnP8rMycwuyM61WqwWBmwMwBTS7XXYXOFx2m0lx2RXEdA6SJElup+R2ulwOl0tyON0Op9vmcpvMdrEyhCkRhtvpsMluxWyWHQ6sagRTQomua26X02K1FDCDis1ryOBOh2y121yS08Cqw+GwWq1Wq1U8ZIkxdrlcBQUF+fn5drvdk1/MMAy73Z6fn281O4iGqabZzZYCq1tBDBmK1VJgcmt2jSiy22232B2SW9IVp+yyWWXJYbOaHVZJ0wxNd9odJotFcruRhqScvKwRo6dEtulw7PuTFBgSpoIToCrSnLJkd0t2RZEMjDBneabCfLPJJblF3ga322kyFRSYCjEHnYJiEJeiulwuh8PhsFsddquuKaoiSZLkcDntDpfNJdvcinhA2Ww1FdhMKtaIhq1mW4HNpmCsu3TZ7nY43S5F1iRZtttdTrssu/NMhZk5ueMmTY6Kid1/OFWS1fwCk6LqIgxYYjx5fxTDzZN8w2azWSwW8cSq2G5NCNENXGCxmx2SU9ZkHYtW2B0ui81KMZHcTmthgdNqwpoMVEeKy2EptFpMLpdL5DMRSZ3sdrvZbJZlWTxb7HQ6RZo5kVbMbDUVmgtMlkKX5EQEY0pcbrnQZCGU6waWZN3ukOwOSZJ13aCMUKLYXOZcq8Wpa5wpyG2yW0yyW+UGA8oJMDfWHXa3q9DmtJptDovVMAxMCWFU1TW702GxWR0up6KpiGBFUx0up9lqMVst4kuMsex0FebmmfMLdFXDmNrtzvwCi9niwAQoKxq/BBuG4pYcVrvNQgAeP8uzOU26JrlMKlBwOXImThrV0C/i1Pl7LowQEAIgyTqAgQ2by2Z2O126WtR8wUCI4/zCArvToSODg9j9rtuttvzcPFmWRXIrSqnI+eVyuVwul8lkcrvdIj+2JEk2m83hcMiympdvdroUAzFVMyw2a35hgc1hVXVF1RVJcdudDqvdZrM7XW5V0wkhDDgDYqguu7WwoCAv32y1uCVFRRhz0DCTZN3hdLtckqIoBGEA0Al2ul02k9lhs7upoQHFbsVhsmTbTBZNYghjRSu0W7MthXanQ+yScbpdBaZCq92GSFGeENEjPjIuBaXzo4+M/wB4LOBPp+VQRnRDlxVDURnCIuENI9TQdKHKIrUQYRRTYiBiUNAww6RIbQlBGBUl96EEFeXb8VqPAWCMYqAAABx01XDrOnAOHDAD3TAA6UCZAWAAMKCEulxMlsTxUYAwp0wBUACAY2C6wrCbYGRoDBkEgIgkfARRUnQuIcLUQES8PHmgKKUY6QQbhDBDA4Q8i0MEOCJYRYZCMRNkTDCoCpIUWUcaA4yxIQ549j5sUVVVkZKXeaXYFZMbpBiiHF01NM0Qg1zWDZ1QkZIMIYR0TDHjmGBNp0TXNQXpGIqeNZM1FWMCeQXZa9auTOzQdeKUmZk52RSYQ1Jdbhk4ZlQXddZ11TA0QSGEUR0ZBkaUM8YIQrphaIRRAoAAMAfEis+0oZgzAsCAU0opIthARMNEI1xnjAII0ykkpGmGqhkAwBhggyBEGGOcMox0jHROGQd48OTpoM+HRES2OXT4iFiQowxelYwZY55U5Lw4rycmTDGIiqhBATGOOSBGERFHjTFKENZkaqjADAAMzKCGigzNO+Op2KsoEn+KJ+zF1kVPlEhHmqLJsioZWBedRShXNUMkpTIQ03Si6cRAjFDgnAPTiObCmgoUgIKhcl3jxUnHmJA0prqB9aKjw70MvcjpRhj1fIMp0ZGhI0O4a2KQGJquKarQUUq5SA+mG9hAxeccM0IJIrqm67qic6diAGAADBTchc69Kes7d44fOnza/SdOmTAdCAZQVARgYN2BDA0bhBWnN6WcIGIYWMcUEYZZsX1lhBJEsUFKHMLtsRveB58QQsRxipRSVTMwYWL9FRGsGbqBdZHBDFOECDYwEpuZi3RBZNaiRAxhRLBBmUGZ0FgDEd0o1grKAIAKKtUNgrAOHAEAZkxHLqLLQETuMQUbLqQZuKjmBkayqsiqYmBEGCWMijc+Mi4FpfOjj4z/ABSNNK8jmDgmDGFqiAXJom0MFBflpmeMPa+1lAErNneMEcYIANENGRONsaLxKS7DhHFOEdIxEukDDUI1ioXWIw46o0AJUGYwrnFOgXEwEBBPKl4GjOkAKgBQBBRpACpwRjFQIpJf8p8bdE+7PO1lP8sPXJxVjwMUm04OiHPKihPuMQoEiziqoPuivNa4yLj+TE9Y8flXRQZLZBNgIBIZMooBGAEwGBBGOTACgIR4GQXKKCbAMUYqJUjUh1AdIcI5HDmWOnrsqHHjJ/9w6aqGEQFOhVQpZhxxwCIbJWOEEISxAcA4p4QgSjGlmBDEOeUAOqE6Y5gD8RgaL/PDORfmCTGKADAAFctplHIACoAYZYQCB7HM5lESkTFRFGm12/bs2bN69eqMjAzx1BwUHwhRYkB5f/SoooBHnt7vMcaC10WEA1NCuSiTUYpFFlXOECU6JTpnCIBwTr1v4clR6vlYnJfUc0ATJQQhpIskoJzT4l8Vpf8UEivSDcYY1YGqQBEQxggwAgwDI0AQJgwToKRIqbCXiaci1yTlhAEV6R1F7k7vhI8MKOe0OFXZTzos4DlW/CepcuBcTAmAM2SoLt0hnz/+/bSJo/v17XX85GWVgMpApoQA6AYGMBiWvemGcy5UBRNNaHuxOhNKi6bSHrX3Hk1QfOT283IWA59Q7rEYYs4h5oslyA8AKCY/WR4xgIAjoZAey8N/khMGUpQcE5gGRAMMhAJjOlAFMMcIMMZAETDKSfEoYBwY5cTAuo40RAwxOfDuDk8XvNh2/r+F0vnRR8Z/DEQzPdTFCOViPHh2FjJOMRH/xZQggoXvJQYGZUAJEOKJdSPKDMYRJhomGkI6QjpCBGNKCYgnMRBCukYJBg46JqqhAUZgIDehiiBjTDSEFYwxIxwYAC1KMgwGBkx04BpwaiCGsAxMBkYxAYQINhDSX5Q715uYvcAZBUaBUk4IIlSjTGXcYIxwDkUzAwK8OJ0+AKEUC/ONiiFsU4mkx56MvkAoQ5ggTCmlFCOCdUIR4wYlgvMwJSL1N8eEIMyogZGCkQocC2JGSKeUcmAOl10YLwpgczklTdcMnTDKmKAcJghY2FPxohSL6VGRkaVIJ1hnBDGKOfO479hAwv6ILsaUGJTojBic6gQX0TPB4r2YixRxGCZAqCieYsII1RRVFKtpmvBBxWF/r0rGHs/VwzfiG0oxpghjw8A6QogQJJpvGBohiHFEqI4MRTdkgg3GiHePeE+hSqiHcJENw/DMXUQsQWgUY14zUCgiY0aBUmroEjANGKY6wTpwCpyAoYp7GZjqmOqYaZjqgn4pZ4gYOtKEgyiImTCMiIEpEnwgvsQUIVJ0dIdwPb0PUXheXIwxzkGSdQ6gyE6iSUAJMKK5HcDB5tQQgEpBJpwAGBgBGJxrAEWT0WKDVzTpZBwxjoqVh1PKRYppjIvE6AEpPhCCeh2u/NMQAI4pMTBCBHu2ShkYiW8EH4sXYZQQwiljRV4xFheIeadOsBgyjDFgXAQfGKE6NSgXGcKpAkimOiAMjGlAJDCIrjFdR0AMoIRhw9AwNigngmuFdy4++si4dJTOjz4y/mPg3VgRchS2lRUHl7nXmKecUc4wZ5gzxChhtNijKsrI7xnMAIQDLiYGxhh45uCUM4yEM60BGBQBMYAQGUAt8gM4IlQrKpwBMDAowdgAzQBMDCA6MKAADGQAGYAxAMKAYeBY+Mde5okDp8ApRjrwn/xjYScAgFEAJliBABgcdAZifAKhgBEQDIwC55xRnRKN0p+Om6TFZ+bwXzrrUNgj4MAx4VgXt9IZI1QHIAaADsAZAoY555QVRxgYBqoXBVqBcIYoMzhgWXYzRjBFkuJWdU24hjoyRI+IlzCdwoxipDJqAMfCmxckbWCdAMXAi/wncQSTIONiX6TIMgLH4i8lRaKhRARICDCDIaAExCyEe5y6Im8dF8Vwf/J3PPLxHlAlwoAeDSwR1fi5VBllBmUGZ4hxBJxyEMdSYO8JByGIMOyhBP5zj018LFEfr7sTjwKLMIMn/iEo2fNiDIBTilwABgdAGLjOhVoahrDlBJjCuYKA6QCYMxEOEaFgTJGQmvjISp6sUfRCpGg1xDAMhHQxHhDSvTX5p2MYKC9acCGYGSoYbtDcTNHFuhACUAhoDAiARlQOOgBmjBEqzp8QomZFg5ch4Lho+AFwDoQCJj9FKbynnp4+KjYCP0nVo5xiSifiamJiU+JV/BsADpwCxlSQsdBVxLHBijpXWCeRvpIAZUCBUeBUB2oABUKBUg2ICgQYBUIQEB0I5YRzirFRHIGn3qTrI+PSUTo/+sj4j8RP7WXcw8dC6YXNKgrlcSYsNWLUoAQRzGiRwRWenxjMjBf5x57BDFAUngMAwqhgOEHGwIAToFTyJmPKdMoZcCAGUAyYMwAGmAFlCLAOWNhy5Scy5sCFAf2JjItaxClwaugq98TMi8mYAzACnALnFAALMqZgEIYZB0KBICBYuP6EYBUZsjcZc68If1ETn6OQoiT0RAWGiwPsMnBVAXBzAKIC1ygAEuE8ToAjYAYwTTyQzRli3BCRcwCgHMmqixfvOuEAnvV7TAVzYF7M4uLnwrcW7iPlBHGMgBDg5CdfiHHKvAODxWRMCVBKOeOgAzc4BUyBcg2oChgQBkyx53vMi/qXg6HpuqoRhJFuFC3s/RQEflkyLqGWHm+ZEo1RsThYzJocC00jDBtYR8QQlCQ2ynqvB3sX+IueelG4G7BnSYIVH/9V3L9FBxB5zh7k2AGgGQAaAzAwYAYMNAyIAaUYsB2oFH+iLQAAIABJREFUSwNQxOwHMABjQD18IGjAwOKh8Z/C1x5iEJuMfj6+GMaG93ylaH7AgDIgjBadqEEx6DagMhBAMmPANUoVLM6b4AbTGNcACC+mHY+ERUjGMx2hFBftbuI/9Zb3+CqadP78e4+0i919ERLAYnXWE6/2kDQtOswMwGvWLjpRmBoKjEBR1IeK3WsMgIOYzXCMGMUGMAQMCAWMFUAaULGWYHCsckQ5EdITDjFh2BOvFpFqHxmXgtL50UfG/0fAi48b5JR521DPlFYMDw8ZY8QF4VJctCTDACOiGVglzCgiY7FQhgEhIqJPRR4nKN5kzJhbRIYJ1QnVCOWMAjGAeJMxpgboCuicAqMgAUggHg9mQA1gBiFEnG33U+UZKdp/QpB3MLmooYQzQikzKNMpUylTCdcJw0V7cOhPAUlGdUZ1j3X2WEMR5OTFcVRP7E6EDRHmjFBAbo5kJwMJALADDJsTwMoADCdQFwZQGHBMgGEgOjADqMqJQgli1OBcY0zVNM0wDAMpmGiYEkXVVV3jAIKuhUUrWrAXlpRjERHUNUnXJEYNQQOIY4OLw5OKfEfRRSLUzZhwWSgumocQSjnC1AVYBQo6BQ3bwXADBkUHnWjAnByBisBgnIKBCPNa4BA+t4g6vioZewagt1QpQQyrnChAVWAGMIMXe8mcU8LEKgAu3tvFEeOIFPWF9zyJP7esUHxHSikW80hRpmdmCj+be3lC1gSIlTHZBSBxAF2F/83ee0e3lWR3wvb42x37zLHX6+Ozu/ZZe3Ztf7Y/e+2envFMT0/npE5qqRVaUiu2KEpUYAJAMIqKVM4SJSpQgaICJQZEZlGMyIE5AER4OT8EgiQy3vdHgRClFnus9oyn56zvqaMDQI/1bt176/6qbt2qCk7HIkIgJswIQiQWFUK4EKH9guARhKiQEOKz8UQ4Gg+BEkuEo/FQJBYMR2dTv6RKNA7WMsHbYtF4BITQkzeExiLx1L2W8fkAEk3Eo/FgNDEzK0QYIeIVQoIQExJCNBCemY0JIUEIC/GoMAPAWJjDvjl5xxLxcAIEZhKRWCwSiYRAQmByLhoXUssHQJvxuWvO58NzigDIzUXdI+FoBEzfU0OHaDyWupQylohHw7HUXV4AjIOx0ExkFoAx0EUiHhXic6kYiWg0HkpEgvFYaFYIB4WwEAkJkeC0EJwWQiCzJJgIzgjBaHJ6EE0IUSDhpEOZ0wj4JSFEU+U/wDhF34yP300wjgtP5yN8t+gptuIpbudTPBnFTP7v/InK/FSLZJxTSE6GwNIyWLlMCPFoPJS8dTQFxqkoaDyeEAQBDMYTs4IQAavCghAShCBYwY3HowkhEp/3vriQiMejQjguRJLBYwCTQUEICsJcNDuSiIcSCXAp8vxmpdiIgVXelDBSYkkkYvFEKDkHFaIJYS7iN1cSyTg2yDp+KuApzE1Pn0kWTiQSsVgiEgVimhUis/6EEBQEIe4XwvyUIHgFQYj4hVggCloRTwhxEBueixPGwPwPTFOEcDgMkpLmWIuHIsFILBqOp6J8qZaCBGnA7ROFxhJRIODY3J3Az+o1KY/UM4KQECLReECIhgVBiApCMOoTwjNCXAhGhEg8JAjTQkwIx4SoICSEaCzxZJI97zQjMLB7UTB+5r/mVBkRhJAQDwuJcHJ+nIgC2QGGgZ7Cc/aZSCSNIzmBm3/G0rzKwQvmZBidvwyfnE7NDe+ezERjiVg0KAgBQQgGgAajISE8k4gLYDNAQhCEGCckvNOC4ANf47PxRHje9OuJ34/GQ/OQ4EnsVBAEENKIJUAEJBwHqe/xhJB40o5EIpknlcz5igpCNCoIASHqn+ZnhLiQEKKz0SCwiWA8HBNCCQEsCT9zztS8MDWwnzmKxYVIVIjFEqmT+56noGfp6fS0J7J/+qyruWfmHA3IlUs9ExPiYC4LciDmwDgGUlZSCVwhIRYRYmCaD+JL4LGYEI/OzTASidichKNz16zHE0I0Go/EkqqJzqnmOzkz/hq6fK37Pv+xf+trvxEffwkYA716vd7UH8zOziaSQ7lkvFQQhFgsEQqFUttDQS4lmOEl0SjxbAFLHKFgPLW8MbdCFouEZ0CiwxxWxcPRELgvMymZrwkoHvv6fo/EPEOPgwSbea7hKek8E9Z7nhSF6Nwl9kIiLkQjyTvJ4xEhHokLiWiqqgRwjinvH30KR5+1gHmXvD+HYgv8/kSJc4/FEsm+N/9zqgZh3i/JFyY7dkJIJIRUuFWIJ4RkDQswFItNT08DuaVOHBMEASTFhMNJHwf+nVsmFJ5mICYkYs+0O7XCGpsboIBYXCQ2FxKPC9FoPBEJgzXjqCAIsRkhNgOkHAtPR0MBMLgREkIiEo2HQ2CDUEIQBCECNmskBCECgDkeSUTC4PloNJyIR5PrbfMlGweReWHOWubZzNyScHzBfvNUu4CUAoEAALZgYFqIJ2ZjkTAAvhgYOHyjIfwyAn0Q5MHFYrFQKARSwVMICjiPRJJ2mxDiCSEiRENCIhoToqF4WJgNCpFYVBBmhVgsGBViAlibD4Ui0XAkkYglhEhyRJJ4Mg4R5voTUG48OQgCrX6OFQnzLhsFnwVBCIVmE/FwIhGLAg3G40IimkgI0cScF09EBCECBgfP6GLuaxL8YvEQ6HHhcDA1XkzqTIhHhFBciAjhWGw2FBJCUSEqxAUhHJ+JBoNCNBYRZqfDwVAEmF84HI5HQUw5Go+FIqFwJBJLpjwlx8iJuJBq4/zsLUCgH8We8TYgRC8IArjJG4giFosBbr+F3gGBGlIn8gqCEAkn5u3OiEcikdRAE2wciCeSCfOCEJ2dnY3H40JCiMViyQB4LB6aDYajkaiQSMTisUg0NUoGV+PM6fdf829CEARwSbkgCODM1NS6+Ldr7zM0b8kjKWfg8OcwSEgZ3pNpDwjWJYDPEIBXiSTAeBjUEhOikXg4FAsFF+qYC/EznxOgkfn8gXvHU9pPbWb7JWAMnCxAWZ/PFwgE5rSbzAlMbfN+muaPhcOzoWA0lgjHhWhsrkSTGbZzAzwBbGqNxyJCNBSNzIYToVAiEozGZiPhqACG4kIyLJOIz838wIxTiMdSeySeFMA/CP7Mz5IFnRZs4Ju/pSH1/HMpaabReCIhCPFIIhJMAnM0JERD0Xgstd80HE+E47FEPCzEZ0H0LxGPJmLxJ07sCefxeDwZ6on9llDKgIS5ZNRwOAzO7hAEIRgMgv+df1j31yk+ZwfxuWlSdG7TxVRoNhhPDcKSvSIej0cjyS9zbMzNPASwNgkgRwgGw6FgLAGm5DEhFhNiYKwfDyUSSTCOxoJgBRssv8WiYbAzOBp/lkmQfJeIPWUJyVWGF5cb8EGCIKAoCuQTf35q+rehuV75pB+CXdF+vzcYnEn9CJ5MCIJvyh8MzgixGEh+CyUiQlQQYoInOO2PhZK592DQIwhCQgAJX/FYKB4LCdGIEI0IkblF7kgiHgVz3Cd6jC7QMmEuIQBYi9frBb5l/ox5vlgW6o9f70cgJB4MBWKpZR0gh5gQCUVjoTBIJUwIUdDSkBAJxGeEYEwIC8n5H3BEscRsJJzysmD+mvJpIMT9dJuSbf8Gis/lscdiMZBwDq7uiMViKUecmEuIeyECVT3jfGOxuZ1yUSEcikciqd3HQjS52S+VXhcRhEgsHkr9bTgcBYetznGVMidhvpN/UT6FufH67OwswzDfrrGxhe0BsDozMzNvo3Y8NTEAG9iecJ8AWyWTkYBoNBqJRVMZszFBmA0Fg8Hg3OoaiCe+GD8prmKxWApxp6enSZJMQXgsFgMDstQvvwSMUye/ezye+/fvX79+vaWlpaenx2SyWK0DFku/Tmfo7e3t6+vT6XR6vV6v12u1Wo1Go9FotNo+g0FnNhst/Waj2aQ3W4wmi9HUbzQNGE0DJuOAyThgtQwb9BaDzmwymC0ms8Vs7Dfp+61GrUlnGuw39Q/06Q0ag9480G/tH9bqzEaTxWg2mYz9JmO/yWQxJcliMQ+aTQMmk8VoNBuNZpPJYjabLRaLxWLR6/VGo76/32IyGbq7O7u6H2l1PSaTCTxgtVotFovRaNTpdFqt1rQA9ff3m0wmo9FsMpmsRoPFoAc/Wo06s0lnMpmMc8zozRaj2WQy68wmrdmkM5t0ZpPBbJzj+VnODUazzmjWLfTe7xoZjcbe3l6dTgc+aLXalpaW8+fPd3R09Pf363Q6g8HQ399vMBjMZrNer39uJWajyWo0WY0ms3GuWrNJbzbpzSaj1WKwmA0mo95oSNpSb5+mt6+vV28xD1qtA1qttqenR6/XGk1ara6nt6+zp/exTqfp77dYLP0ajU6nNQ0NjfRbrBaT1WDs1xssVqNuwGywWPotln6r1arXa/tNxoF+i06n0+p1VovJbDIAHp5hMlWekoD52Sf/NaTRaLq7u41GY1dX14kTJ1pbW7VabV9f3wtXtAD19mq0WtD/9CaTyWq1ms1GnU5jsZisVrPZbDYak83QavWPuzqtA/1Wq9mq1xu1mh6TXms2Wnq0usfdxuEB7aDFojOYe7Uag1FnsWi1+q7HnSaTwWg2mEwGk8kAZGKdV56jxwVEBJxDX19fd3d3U1PTnTt3Hjx48G3k8LV+ZDLrTGbd0LDVbNFrtX19fT19fVqNRmcy9g8NDPebzAP9Fp1Z29n9SN/RPWQwG0fMGqthyGAdMli7jbo2TXdvd59Fb7VYB/RmS59GZzZbzWYzcGVms9lsNmo0vUACT7NimcfG88k8RyaTyWg0GgyGlpaW06dPd3R09PT0GI1GIJaF+ss3kNVqNZlMer0edD2DwaDVant7e7s6+3Rak9k0YDL2m81Wi6XfYDCAjmOxmEwmQ5+mq0/TZbborf1Gg0HX29vb16c1GEwDA0ODg8Nms9VgMOn1RuBOQdFq9T09fb29Gr3e+Mv4epZ6e3t7e3s1Go1cLr9165ZCobBYLN3d3S9az0Kk1xuBzweeXKPR6HQag0HX19djNOoHBgb6+/uNRqNGo+nr0+o0Wn2fxqLTDVqs/Rar0WjU6LTdmr5uTZ/GoNebTWarxWw2G3R6g0Zr0mjMep35BVsMdJ3SOHi7Wq2uqqpyuVxzAaEQiDKm6JeAMcgviMfjLpcrMzNzzZo1u3fvLiws3LUrSyKRFhQUSaUFUqm0sLCwsLBQIpGUlpYWFBRIJBKRSJSTk5WdnZmTkyXOE4nzJLl5ErFEKpZIxZICsaRAIi6UiAtyc/Kys3NFOeL8PKk0T5ybs0uUvSNPkrMrJ1tcWJhfXCqSFu7Kyd2Vk5uTmycS54MaJMnyhMTiPLEoXyzOm1fEYrE4Nzc3JycnJydLLM7Nz88rKJDmF4il+aK8OZJIJKnHsrOzJQuTeI4k4lyJOFcsFkskkjyJKE8ievJMXrJI8nLyJKCI8sSSPLFUIi54Up7wLxLnicR5ogXe+Z2jgoIC0PDi4mKpVFpUVJSenv5Xf/VXGzdulEqlubm5YrEYfAD/LlRPvliSL5bkiZNfgXnk5klE0rxssSg7N0ckEUul0vz8/OLCotKS3XmSwnxpcWFhcUFBQX5+vlQqEUuyc0WZu0sLC4vy8vLEUqmkoKAoP79QlCvNzhLn5eWLxXm5uWKRSJInEUnzxBKJRCSS5Ofni8W5Bfl50jxxZmamVCotLi7OyckBPMynPPGTMp+S+n1BEolE4F07duz4sz/7s02bNhUVFQHz+5VQdnZufn5hUVGRWCzOysoSiUSFhfnFxYUFBdKCAqlEIgFtLCkpKSkpzcuXFhQVFhbmF4hEoqzMXXkiaUnRwcLdpXkFouKCnOL8vOxc8Y7MLJFYWlJSXLxbKsmTSCTiPJFEIpIk7TmpwYX0uBBJpVKpVJqXl5ebm5uRkfHRRx+99tprW7duTYlC/DQtWNGTfgRIJMnLkeTlSPNFkryc/Py80tKSPXv2FRQUiUX5ElGeJCc3TyKSFOblF0r3FxTuLyzKKZRsF2VLM0X5WeKsfEluSUFJ0e6S/N0icd6unNxcUZLZ/Pz8/Px8qVQKXBqQwDNtesYXfTOBdm3ZsuWHP/zhzp078/LyCgoK8vLyvqmx31ibSCTKzc0FXS8/P7+oqKi4uLikeG9hwW7gYHNyRCKRRCqVgr5TUCDNz8+TSiXSfJE0X5QnzZVIRCUlJXl5+SJRsjkikUQqLdi9e49UWiCRSKXSguLi3YWFxSKRJCdH9ELtBZSbmwskmZaWtmjRojfeeEMkEn27Jj+XsrNzJRJpYWFhUVFRfn5+Xl6eVCopKJACt19UVJRCpby8/ML8guL8ggJJnkQklkgk+YUF+YUF4nxptli0MzsrN09SUFRYWFyUn58vEYnzckVSkTjvW3EqEomAZgE4fvrpp9u2bdNoNCAaFJtbm/jXgrEwF/siCEIsFufl5cnl8rq6OoVCoVKpVCqVQqEAn+VyeW1tbX19fV1dnVwub2lpaWlpAb/LlQq5UtagksmVCrlCBYpC3qhQqBobm9XqpkaVulGtVCrqG+prFA0P1CpZY+sjmbqlQdEkV7XIVS0NykaFUt3c0pb8W4VCoZApkiRTKBRyuVIhb1SpGtXqJrW6SaVqVCgUcrlcrVY3NzerVIra2gcyWX1LS1Njk+LBw7uKeaRUKtVqdWNjY3Nzs2IBkslkSqVSrVSp1WqVukmlUqmUcrmsXqFQzPGjUCgUcmWKpVRJSkghb3xSFCrFk1bMf+y7Tk1NTUCnra2tarW6tbX11q1b7777bkVFBfhdoVCoVCqZTKZWq8HX55JarlDLFcq5/5crFQ1KRYNSoWhU1yvkMoW8sbmppaVFpVAq6hsa6uqbm9rrauUPHtSqVKqWlha1WqlulLe1N9U3PFCpZQqF7MGD+7W19Y2NzU2NbbKGpHhVSnmjWqlWNylVjQqFQiarB01obG6SyWTyBtmjtvaOjg6Z7Ncuf5lM1tzc3NLScvfu3VdfffXixYutra2p7vNvp8bGxqampsbGpNkrlUqFQtHQ0NDQ0KBWq5uamhQKRW1tLei56qbGh3W1arW6o7m1Sam6J6u7X1/bUq9oVzbWKBpkbU0dza1tCnWtrOGhvEGlUjU3NgEFAfNWyhVKeVKDC+pxYT5Bd1MqlUql8sCBA+vWrTt16pRarVapVIBtuVz+DZYz96ZUPwIkUyjrQWmQPZTJ6lUqRWNjs1KpljWoZPXyJqVCLquvU9Qr1Yp2hbK5QfZQJa9rVLcrG1UP6+/LZfXNLU3qZmW9or5BqWhsamltl8vl9fX1wMvV19cDm/+36AgQaHhlZeUbb7xx9+5dtVqdksYvb/XXqKGhQalUNjU1ARUD91tfX9/c1C5rUMkaVI3q1sbG5oYGeUODHJhHXV2dXN7Q1tbS1tYik9XX1j6Qyxuam5uB52xsbFapGhsa5PX1soYGuVKpBp/lcqVKlXSwzc3fRg5NTU3Nzc0NDQ1lZWXLly+vrKxUq9Xfop7nEtBRTU3NgwcP5HJ5Y2NjY2OjSqVqbm6WyWT379+vqamRy+XNzc2tra3Nzc0qhVIpV8jqG+rq6uoa6uVKRWNrS9vjDrlaVStreFD7sLa+TqVStTQ1N6kbVYqFDXphUiqV9fX1wA2CvllaWpqent7f359CX7B+kcq1+uVgDFb+UBTdu3dvZWUlz/M+nw+cDu/xeMD55uCY+GAwGAgEeJ7nOG5qampqaorneY/HE5iZ5jws42U5D895eI73cryX57087/V6/R6Ph2NphsY9PDU9zQWneb+P8/hnKW6GoH00F/D4Ix5/iPPwFEOznI/lPBxPcTzFJYnhOI7nvR5+yuv1+3xTPt8UqJbnebCcOTXl43nW4+Gmp6emZ3weD+f3+/1+P+DcM4+4hcnr9U75vV4vz/kCnqkZn5fnOYbx+BmPH1wSwPNejveCzxzHsHzqTz0c5+FYX7KAr1zqXQzHMfxvCbEsyzAMhmE8uL+BZQcGBtatW2c2mzmO43ke/EvTtM/nY1l2oXp8HO/jeA+X/Mp5eMbDMx4+EJwF5+CzLOvlPV6W83H8jH8qNBvlWB9BUAzDcBxH0yTLkVMBD83ggWnv7Ow0z7MkSXOcx++b8ftmON7v9Xqn/dyUn+e80ww/xfOsx8vQJBOYCnI+P8kyXt7D0wyGERzvXYjPhYzhReWGYRjDMBRF2Wy2VatW9fT0cBxHEMSL1vMNhOM4iqIcx83Ozs7Ozno8HpIkwQeGYXw+38zMTCAQ4DiOpCl/YMrj8QR4b2h6xh8JeqanpkjWg1Oe4DQ55ZniPBH/9Ew45Jud5jiOIkiO9zIeL+Pxch6e53kPx3u4pBKfq8eFiKZpHMdJkiRJ0uv1qtXqwsJCtVoNeiLP8+wcfUNP5DhuXlea60Q8xfGU18d6vAzHMQxDeTy+QGBmyj/Ls56A1+Pz8pzPy3l4P0n4SIr0+pmp6bDPP8t7aP80HZjx8j6e4jje75sOsjxHURTLsoFAIBAIsCxLUdS30Dv/tAnxPA/8jMlkWr58+ejoaEogNE1/C3sAV3SAa1dommYYxuv1BgIBjvMwtIfn/FP+2UBgxuv1ezw+cDMEy7IkSbIszbI0TZMeDxcKhUiS5nmv3x/w+wNTU9PT07N+f4DnvVNT01NT0zzvJQgKRXGKYliW57iFFbwAgQbSNM3zfHt7e0ZGRl9f3zf4h4XoGywiEAiEw+GU5ZMkCXqc1+udnZ0NBoN+vx/okaZpiqB9vqlwOBoKhbx+H80yBENTHEswtGfKHwyHZkNBr9dL0zRDsTy7YHsXNE+WBWz4/X7gDKenp2UyWW5urs1mE+au+5tb7f7XrRmDBeNgMGi320tKSq5fvw4sAIJcEOSiKMLr5TEMGR4eHBkZQRAEgiCHw+F2wzTNMgyHIBgEIThJYASKkDBGoBiBYgSOETggCIIQBIHcTrfLztCYz0e5HaPdXY+u3bjfqxtGCR4jPW7Yg5E+FEfGbSMoRqMYheFuDHdiGIZhBIYhGIaQJE3gDIYRCIIhCIZhBEEQJEna7XaXy0VRhM/nIUncZht3umwsS8MwjKI4jpMEQeE4iaI4BCFOpxvDiOcXAqcogsYRGHI5YBwhWZbEKAyGCQ4mOApDaQzGcRLDSQpDKQzGMAzGk61FMWpeIdBknSlCMAzBf0sIeCgEQTiOA65/eHh46dKlXV1dKIoSRLJdMAxTFIWi6IL1YDiF4QSW/ApMAiNwgiKdbpfT6SRxgqNoAkIguwNxuNxOhGN9gcAMx3EkSTIMRTM4irlxAnY4JyYnbSSJsyyPYQTkxhCUhHGKpCmedlG4a9JNTbhJDHezLIq6EJryTKI4RBAkinU0t9bWyW1OCMdJ4nn8oDgGCiAcnSsvSMA1EAThcrk++eSTzs5OAMbfRgfPI5omURTGcRQMlWy2SZcL8nh8Ho8PhlGn0w34dzonIcjFcCzDsSiKExDG4LSTwMccDtIBzXBejGdsGIQ4HAyMuDFozDHhcjk4hkUIGiZomKARgsRwMiUuAkcJHJ2TG4nhJEKQCEEuzCeN4zhFUSRJBgIBhUKRmZnZ3NxM0zRJkjiOoyiKIAiCIBiG4TiOLUQohaHUvH6EYDiE4ZDLbcdwCIJcExNjTqebYTiG9ridkMtu83o4z1TADSHw+CiLwjDNjbsRxD4xxVCMP2hHKYfdSSAoTrCTbgTBUMCRy+VyuVwkSdM0CzzGXAGEzpUFCcMwFEVRFAUtAn7JYrG8/fbbo6OjHMcBbwXM40X1jqIoDMMwDOM4zjAMy7IEQcAwDEEIy/IMw7lckNPppiiGohin0+1wuCiK4TgPSZIEQVAUhSDI6Oio0+kmSZqiGLcbdrthkqRxnJycdI6NTTAMNz09yzAciuIkSTMMN6/5/1oC9o/juMfjefz48YYNG3Q6ncfjedF6FjIHCHK53U632+l2u2EYxjACjBtIksYwAoZRGIZRFCUIjCRxgiB43osgmM02OelwERTJeXiSJlyQE0LcbtjlgtxOt8sNIQiKUyTHsvyL8oMgCEmSbrebZVm3200QhN/vv3PnTlZW1tjYWCQSCQQCKTB+gTA1IBiGDxw4cP36dWABJIljGEKSuMNhb2iok0olGzZsSE9P37Rpk0QiuXHjVn//IMNwwIJRHMNJDKUQnMRwEsNJAicJQDiOUxSBYwiKODmWIEl3W3PD/n17/uVn7166UkMyfpoL2CYZBPOxPAVjTgzjMJzBCRdOOnAcxzEadAaSpDGUcrvhyUnn5KTT7YYxDCNJkud5DMMIAsMwpLW1ef/+vfkF4tOnTxoMhv7+wYkJOwyjJEkD43u6sz1VMAInCAyH7Hbb6NAkNIlQNAFTGOym/G7Kz+AIh8EEQeEEw+AIgyMYgSMEnSoYDkqy/U8rFMVxlPgtIQiCcBx3Op0URUEQxLLs2NjYp59++vjxYwzDKIoCTUIQhKbp5JjoeUTiyUIQBLAHUDACR1GUJikvy9lHxh7eubdbkr953Ybbt+5aLUMMw8Ew7HA4SBJHMbe133jy1NHsnJ1SqUQmq4dhlKIYHKMZ1uvGKJwkOGICgUYGJtB+Gw4jdi8PUyhNk1OjEOKmGdjpunzm/N59h8z9IwRBpfhJsYSSRAqVMQJPwg8oL0hgqA7DsMvleuedd9rb279ZPi9KAIkpirDbJ5RKdUXFFblc6XJBbhcK5l1ms/n8+fNZWbuOHTvS0fnI5YYpivHS/ICp/9j5c9syM88fOWHq0UxiMMLTXpoeNppOXzizPXvnyZPHNRoNQrIQxSIki5AMSjI4QREEQRJYsiRFR+Fz5RvkAIZoCIJ4vd7a2tpt27Z1dHSAex4JgngGuhb2yjSO0U+BIgHjBEzR2MCg+fr1azk5WVJpwYMHtRPjDoZiaRzjWLqrT7f/QNn+QkmzrH4SYVBmiobdLAo3P9YWHThRmF8kq62zT0IowUIIjGGI0aivqrpZVVVtNJqBTydwhiAo4kkDsbmyIM132UCGC1wKAAAgAElEQVQCNE0PDg6+8sorAIwBfuA4DkHQt1A9juMURTEM43Q629rajhw5kpaWdvTo8c7ObjAjIgjK5YLkcqVUWnDhwsXeXg0YW2AYYbPZGhrkJSWl5eWXOju7CYLy+aZIkjabrRUVV7Zuzbh4saKrqwdBMBTFXS4IwwgcJ12uF+YTRVGSJF0uF0mSjx49Wr9+vdls5nn+WzT2uWSxmCorr4pEOSUlRUqlGkEwjvNAEDLln21ubt2378CBAwcaGxtxHPV4OASBONbX2NS2/8Dh/QfK5EqFC3IzHI1g8KTTXvPwflFJ8b4D+1XqJgQlGdbrdqHEAia9ED/AAUIQxHGcy+UiCGJmZqa6unrXrl0TExOJRAKkWIMtJ8+C8TcQSExHUXTPnj2VlZVgBEcQmH1yjGZwp8vW09N18uTxf/iHf8jIyLh9+/a1a9d27cpau3Z9W+tjHKOn/LM0w1EMCeFukiacbgeCoTPBWaAJhmFQFHZM2mBokqExj4eY8hKnTh7/0//216fP3Q7MxjHSMxUQUHzKBU9MzXAUNcXzM14/4YKGWZaHIYJlWZalSZJ2TEJ2u0Otburp6fN6/TabDXR7DMN8Po9arczI2HrhwrnK65fr6h6ePHlSKi0wmSxer9/pdHu9fo7zeDw+FMUDgRmCoCYm7DTN+v0BBME8Hh+MIjSDT/P49crL1fKmoCAgznEKdY+hnD8q+GmSR1xT/lmcYHDn5BRDohjB+qZhgqF4H+OdsrtgN4qRLIfhJPa0BudPyL77lJqvgLkvSZKDg4PLli179OgR+ArDMHC4BEF8gz9NoRo+bxqKEThBEBRF0SSFwwjuhsetg8f2HPi7v/zfv/j5G12dfV6v3+FwQBDEsrTNPlpXX/PW26998umiqqqbZrPR4/HhODlpd/ungp6Z6KTbRUJWGreVX2/oMNgSwqxjwsygLElMY/4g6vV6KEbT1qXR90840URMsBpN4KJZkiQ9Pi9GkS4MQQgceRqMn5nTv5DcaJoeHx//8MMPe3t7v7kzvyChCOrieMrhsKtUigMHyl555VWJuMAxCTG0F4EJvd5YWVl5/Pjxs2dP7z9QWlRS2NOrmQ6E+jr6yvYeOnT6VL1Kdah4j2RnVo9JTwW8I1ZrWcnuE2eP37p/q7gkf8+ePc2PekhfkPRMT0IYhJE4QYGeS+AogcNzk2Mw1qS/Ntx8QgRBQBDEMAwIq6hUqqysrNbWVhDwSM0dU9C1sECfD8ZaXU9rW6NSKb9z53ZBQdGXX647e6acoVgKQ416g1hafKniWl115d6CvIbGzmE7RkFO7eP2PYfOnKm4XV11+9ihsgcPZWM2F81SZov+xo3KTz/9ePHiJQaDCUVIhvbgGPPc9y40OU51ATDIAI2iadpisbz55psjIyM0TcMwnEKsF1U8x3GpKFRPT09DQ0NNTc3Vq1dFIkl2dq5K1YjjJIYRt27dPnHi1PXrN0+dPFd28Gi/dRiBiaHBsRs3bl04X3HlyrWKiiuFhcX9/YNTU9Pd3b1qdVNTU8vZs+dFIsmBA2V2u8NudwQCM06nG8yzX5RP4BAIgiBJsqWlJS0tTaPRsCz7ovWkrCIVO3E6nYOD/TJ5bUur+saNyoIC6fbtO69erYTcGEmw9+7WHj92+ubNqvv375eUlNy7d4dmcI+HUze27t5bdrny5o3b1QfKDlbfvePx8aPjIxcryk+fPXW+/MK5C+cLd5cqm1pHxh0ISr1oMCClSsAwgiA+n+/+/fuZmZmjo6OpTKzE3K7afwsYYxxPESRC0RhFY4GAX61W/vznPy8tLfX7/U6n88qVa6+88uqF8xV+34xjEjKZrbbJCYNV74Zd07MBjMAVKuWtW7eGh4cnJiaCwSDH0tMBL4FDHR2NSllNXe2DN99eev2WYmISqqlVPuoYhFGfCx573KPu7bX0909CyLgLGvbwAZ1moKWlzWw2IwjGMl6lUp2evk0szmtqarHZbPzcWt3o6HBhYf6aNasGB/t5Dz06Onzz5s3bt++YzVaaZmdmgk6nu6FB/ujRY5PJMj5uw3GSYbiZmWBvr+bhw7qR0fFJt4sgkWb5vS1frcvefahFZ50cG/AymMlGtGiHdR3tQ5pOFCFZzg+NjbCw2z7pnnDjbd26Xr0Zo3mC9cA4MemG5ofoAf3fDMbJOueBsdvtxhCUxgkaxQMMP0Wyqpq6DStXf/jBJwX5JQiCgbegKDxhGzl/4fQrP//JF6uW9fR0oShMkvTY2ER3l6a5rdMwZPNNB2yDj8r2ZH+6amfZhZr+YQ3P2CYGbYMD0CPLSIfJ7CMZaNg+Mg45Mc427gj6AyxJdbQ/elhXaxkc4AN+mMRBQebAmMJwGv0ugjGKuSkaxQl4bGykpubhRx8uzpeWIDCJY4zd5j57pnzXrqze3u5wZKa759HWjLQDBw+ZTQNXzl85Vna8tbvXOzMzZhpcs3R5Sdn+SQK6dfVq9rZ004CR8TPtj5olEsnhUxctY26EnXJiDEpxOM1QDO12OwkcToIxjiZjSDiN4fRCzuvXDcb2yTGtrsdqNXu9vFarT0tL37E9a2LMxhC4VJJXduTs6Ngki9huVJxL31nYaxh1jg2Unzqy7/D5XqN9bGT0/OkTe/aWtT7qZnnGDdkfdbR89dXGZctW6HVmGCIokscxZh4eg5dCv0EwBkRRlN1u12q1/f39TqdzdHT09u07n3++/Pz5chTFOzu7pdKCW7duOxyugf6RosLSC+crJsYdj9q7JOKCK5ev4xit1er37Nl36dJllwsym609PX12u4Mk6aNHj6enb9NodMBPguCTw+F6UQ5/VWCMz5lHCozdbvfo6LDJrLNPjuIE3NLSlJGxY/++Q8NDE1bL8P59hy9dvGYxD05OOk+cOFZULB0bHxybGC3avb/syOkxm8s6NHqh/JK0IN9sNbW2txSVFN6+U4Xi2KTDJSkozhEXPO7W05z/G8aXC7UXfPj3AONJxzhOQDDicDjHA9NelVr2i1/8/Nq1ayzLTk1NWy1D//xPP17y2Yrrlbe3Z2QdOnz88NEjmaKs6zdvaPW6Bw/rCgqL163bkJ6+7cqVa263myLx4SHrpYtnCwpyxDnbDx0s+69/8jenzlb16ozLv1j7xpsr7t5v0hofFZVmv/zyG9lZJRN2i23SUvtQmZNV8uWajWvXrr9eWWU2DRQX7/7TP/1vP/3pKydPnh4aGgKq8vl84+OjW7duefnll27evE6QSCQSwnFSqzEODY4hMKHXme9U1+wu2bfqi7XFRXvq6xThUHxkeKLmfl2+tDh9y/bPl62olTWMjQ8W5KT/0Q/+n7/56VtFx8+PD+hR18Sxqw+/2Ja/bvln29YsvVNdMxUImbs790klWdmSQ6cr8krLjp+rsI7ZKN8UyfMYRc8H47nZIUlgL7wG85uiXzcYwzCMoxiF4QSE+Cl2lvXq2jtLxfnS3Py333pfpWoMh8MEQbhcDoNRc/RY2foNa7ZlpA0PDzIMpdXqKytviHKl737wyb7jFzQmg7Hr7nuv/8N//9s31maW7T+Uf3h/1ubVaQf3X9p97tIWqfTYngNFO0WHjp3vNY+6HLBjbOL6lavFhUVp6Vs2bUm7X19rRyE39RwwptHvIBi73JAdwyGeZ/v6tMs+/0IiLsRQlmMDY6OTRYWlmzZtHhkZ4njKYOzbf3BPrkjS8ahn89q0orziQdukA0E8KC3ZmbX6qw2msYEdW7akrV3D+hiYgswW3f79+7/8amdjp8lN+d2EByFZjKJploEg13cNjF1u+6RjHEXhUGh2dHS8oKAoT1I4NjKu7+t+47XXb1bVM6wvMcMZetre/2TtuYr7uq6WzWuXnzh3k+CF0Gzw4b3qjRu3XamsRnGE91A2+6hEIlq1ao1WY4QhgiK9OMY9D4yh3xQYwzCMYRiQnsPhwDDM5/PxPN/X17dly5a7d+87HK4jR459+eW6jkfdHOujSK7s4NHMXaKmxvbDh05sSduuVrVGwgJN8QcOlC1evESvN/p8U2BJFYbRK1eunT59FqRukSSNojjL8k6n+0X5/FWBMagkBcYA5yYnbU7XhMM5Phuc6u+37NqVdfjQ8cGBsTvVtatXbbxddZ/AmURCqK6u+vCj99ofNakale8s+uTMhcpQXCAZb21dw+fLl1VV3Tx/4XTG9i21tQ9olkEx4sz5ii3bsxuU7cMTru80GKOYm+UIhsXdkJ3jKQDGR44cisUSDoerrlb+1pvviXLzL5ZffflHP1uxck1LW2tl1XVVo/rK1cqi4t2NTS16nfnw4aNbt2Y0NMhxFJPL6neXFCjktYNWw43K6//zL166Va32z8yW7i/72c+W3L3fxPncDcqqjz78YttW6ei4saNTcfHCrdYmU3eXvuzg0dycPJ3W9OBB7Zo1ay9dumyzTWIYZrfbwUI6z7N371a/885bP/7xj7akb6qre4jjpMuJeD0BAmfqauVymXp0xNbS/Cht87aS4r0jwxPXrt48euRkW+tjq2Vo+45dX6VvcTjHH6nvb964+tj1GpOThsYHKs4ezzlwQaUdh0YHz+8vWPLZipMny+tuXFu56L3331986uKtK7dr79Srx5wowvAulMAYBvkPMMZxfAEwxnGcIkiGIGkUxyZdlBPmIEzT1L4/v1hZr1q5Ys3OnZl+vx+G4fHx0fqGB1W3r2fn7Fy/YY1Op4EgV3Nzq1KpNugt7Y81n63efOzMqQBlPFmWs3h9/u2mwce9snzxl3/1P/66pOhMVcvjvRfKi7Py3n7plRWr08yjLhJnqq5dP152+PGjjvsPajZt3XLoxLFB+7ibwt3UU2DMIt9FMCYpxOkac0OTDEP19WmXL1uVJynBUBbHuEft3RnbMrdt245hiNfHuNy2w0cPfvjRJ0pF85plX2bvyHWT9LjDPU17r5y98E8/+0l9izJ90/odmzcRLGaHbTDiqKio+HTlBlm7AWZnXKTHgZFuHKc4FsURnJgPxjiOkxjO/AbBmKRQisY4jsEwpL294+zZ87UPZV7eV3On6tVXfl5b3+Z04gwy7hyzrlqXnS05XH+vculHb9682+gmwh6O1/Z0bty47fCxsyNjw7yHgBFnYWH+ypWrdFoThrI05ZsDY2YOjKHfLBiTJAlBEMBjmqZB7huO43K5/NChQxZLv93uyMkRffnlOot5EEVIu81VfuHylrTtt6vub0nbLhYVWC2jjknY6wlcvVr5s5/9vKOjE6zcnTlzbunSZZs2bVarmwRBmJiwgwA1gmC/wTD1/Cy/eb7ITdGoG5ogSKSnp6us7LBK2Yxj3KWL1z9ctEStanU6kFAo0t3d+eOf/NPde7euVl555fV3a2StjCdod6M9vZpVa1YfOnTwyNGDny7+sL29NRgOEQxbfa926Yr1F67eGRx1YTj9ou0FH/49wNjjpRF0kmYwika9Prazq/3ll196++03d+7MXLt2/edLV25N32ExDw30j65ZvWnrtl1j4zaEwI0mS65Ikp0jcUOYkBC6uzRLPlsuFuc11Ml27dh5qOyA22UXEuGGOtlLL79dduQShKG37txdtGjj1cpa1mc3D7anb5GIRQdb2xsKizMLpYchx8yUL/6ovVupaJq0uxUK1fvvLyovv4RhBEgvYhjGZrNxHEOS+MOHNZ9/vuT//dv//fLLL2Vl5Wg1xpnpcF+vPnNX7uJPP0/fsn3H9qwfvfQvb7/1fvmFy9lZ4uPHTg8Njk0HQp1dPVeuV7Ic1ttW+/GiN45cfwhPC5a+9p1b1hWcvjXuEUI82VlfnbY549Spi+jo0F5R9po1X3UZxyBm2o7x9FTQTTITTgihKITAMSKZgfkfYJysc37oHsXA7JN0wSyEeRDC2N51cl/ZxLDt5Imzr732RktLC4ZhnZ0d129c6ep+lCfN3b4j3WQyNDWp165dv2LFF0WFpVu35/zPv/+Xj5YtgYZVZ47kvrcyt9FITofRunsnX3vpjSsVssnp6AjNDPaZcjZuX7N+++Ak3tutlWTl3L1ZFfBPQQjc3NHe1vV4xGn/bQFjhsUJ0o3hEI6jXV09q1etKy7aD0OUzxt0u7DyC1dWr/7y2rUrwyNWr4+RSHO378jS6/oPlBxc+smyu/UyxjsV9c2mr9u4Ln2zYcR64vDBRW++fuVGBeUlvT5KIpGs2rijsXsQ5cMQPeXEGBdKEAwNwBgnIIDHOI5/F8B4bHwIRWG321lfL6usvKHTmjyct/b+nR/988tNLTqS9LPohGu8f8mKHbnSY9cvnVzx2Tv1Ss24M4DCiNWkTUvbuXvv0f5BK80gTpdNIhEtX77SoLcQOP8dBGOQMulwOGw2G6gHQRCn03np0qXq6moIQiYm7Hv27Nu6NWNocGzKP4uh9IXzl1d9seH+vYb0LbvyJCWjwy63i0Bg4v79B++/v0inM2AYMTQ0cvr02eXLV7788k8KC4vHxiYmJuwEQbEs73JBDMO9KJ+/QjAG02IgzDnxojgB0QwyNj6kUMiqqqqHBscgN3nqZPnSJavMpkG7zc0w3NjYyL/89KVLFefOl5974/1PDAN2hPCO2JwGozV929bdu4tr6+4v/uyjo0cPmyxmCCNvVdesWP1VrfIRwc98p8EYJ6DRMSswRAR1tbSqX331lY8//nDv3v1VVdWyBlW/dTgaEayW4XVr09K2bO8fGJoOhZWqxjVfbrhUUcl7AihC2SZcuTnSzF25x4+e+vjDTx7cryEJjMLg7s6ef/yn14+fvkrx9K071a+8svTGTUUgBOstTStXbC0qOPm4SyWSbD166LLLFpycoGGIcrswhvZ0d/d+/vnyu3fvc5xncnISx3GKopxOJwy7cRwNBmeGhwfPnD2xePEnf/mX/2vN6vXtbZ1trY+3pGVs3JB29MjJgweOlB08ervqXmtLR1amqPLarUm7G0VIj9fPePjANNfTWrPovV+cf9BMxARlzc0P33zleHXzqEfg3Da7tiNjW+aqVV8Z2pqPFRcsWba2uasfYmYdhBfjp50k7SIonKURAkfI/wDjBcEYQ1ASxVic5GDch1FTKGVq6zq1/xA0Cbe1Pl606KPs7Ozh4eE7d27X1ddYrIaM7Vu270g3GvUPHtz/8st1ubniSxevbt2Ze+jCjSu3b5L25rLSLYtWFTRbPb4Zd1/n7UW/+OjU8buD3IzN78dGHXt2Sj9fldY34Ki5W7dh5erblTdoknK6XRCBoRwNMyQAY5hMgjGNfkfBGMPdFA3TDIbj6OPHXV+u2VhUuM9ugx2TKEP7dVrz1q0ZH320aMfO9CtXz3/48fs7d+VYzCOoAysQF/3Dj/8lIzPndsX1937xxtotXzkphMGRzPS0f/7J/8mU7Dp6bP/a9evEuw93WZwwH4XZGYT1QTiFUaQbdnzXwBiCHU6XDYbdJpOhvl6m0egY2kNgpLzuwT/+f/9HoxvzeCIewgbbB157a4244NSdG+c3ffnp/bouNx7nOaaro2XDhq0HDp2esI+zHGazj4jFuStXrjIa+jGUJXAex7gkHj8BY9dvEIydTqfP52MYxm634zju8XhsNltnZ2d9fb3b7Q4Gw0aj+fDho3l5+YMDozznpynPubOXVq/aeKe6Nn3LLrGoaHTY5eFnCJw5f7789dffNBhMOE56vX6KYsbHbWVlh9999/3y8ksgARvErr/F1qZfYZgaTItT1SY3LFEIijked7bK5Q1ms9Xrmbbb4JMnLqz6YoPFPIKhNEFQZrPxF6/99EL5yctXK9784FPdgI2dijgRoqmtY8OmjQcO7BufGD56rOy9997Z+NWm85eubErfvmJtWluPxTLi+E6DMUHCMGJnOYxmMJrBG5sUH3/84enTJznOMzU17XIidpuLInmTcWjb1qxdmSKHE/YGZqvv1Hyw6JO9+w6Nj7tdThxD2azMvMxdohPHTr/3zvvl5y8gsBty2Ix601/88J8vXb03G525XnXr7//+7dvVjaE40aVp2LmjJO2rfIXqXmb2V+KcsvGhKYaMzAQSCEwytEcmU7z77vsXL1bYbJMMw3g8HhiGWZZ1OOzt7a0IAsXj0dngVGdnR+nu/T9++ZWzZy4+au/etTP33NlLPu+MkBAiYYGhvT3duqVLVmZlip0OhGP9FM2TLENSUE/z3Y8XvXGsWm73JVoa7ix+7/V91+RmPOrHXMSAprho/65dUsvj9jP7Sr9cv1XRYXKSARfld5GeSZyEaRasPj4DxhT6fyMYP1XnPDCmCJLGCRYneYTw47QXwjXqtiOFpYgTdUxCRUUlH3zwQXl5eXV11cCgeWDQLJZkp2/96vHjR7W1D/LzC+vqGuIxYTYqYFMC5feEWe3FE+LlWw91jAZherBRfv7D1z4+dqx6xB8eZvkRjbFkW86ajZn9k2STqi3ty/UHS/fiKDY9OwOTOEQTboZw0c8BYxb5zoExjNgx3ElSCEFgHR2dX6xcmy8tnbRhNDlFEh6O9dvtju7uztvV10+eOpSe8VXH455JOxJgZ50T7hq58kGD4uLxs5vXrFO2t7gZbNbvQewTiiaZql2+u1S6Y9fOOw1tY+i0mw07CB8AY5QkYNT1dTD+Wr7xU/TvMDP2+bnh4UGFQtbT00fTrN83g6NEZ3vLovc/lCt6McxHwyNmTfuyL7KPnqrubK2X5mw+X1E7CYen/N76h9Vbt2Zdu3EfRl28h7DZR/LyxKtXf2nQW2GIwlEPjnqeB8au3xQYOxwOcLoRcHc2m625ufnBgweDg4M+n8/j8eh0uvPnyyUSaW+PzuVEbBOuUyfPi3ILW1u6igsPinNLtH39LDMF1oyXLPl8aGhkdHQcQbBQKOL3B0ZGxtauXX/mzLnkJn4IQVEcQV444/RXmMAFQvHANub2WKM44TKZ+xTKOp1Og+OkzzsDucmGuuaN6zPksmaK5EmSbmioW/r5J0pVrULVsOSLDTfvK/npBISz92sb1q5fV1V1k2Zwn59rbFRV371z9UbV1p25x89dGXczpCf0nQZjisYQ1OlwjiOoMxoLqtXKn/zk5TNnzvA8z7I8z3sZ2sPQXqtleP26zWmbM4ZHJvxT0za7K1ckXb8hradX7/VM91tHSncfOHO6vLdbu3H9pvS0LQgE+7y8SqH+u7/7Sem+Y+OOsbsPal5/7bPKaw8werRLo0jbnLPogy/6B7WFxTn/9Y9+WJh3qq9n4HGHpr2tE4IQmUyxZs3a+/cfjI1NBAKByclJsJ1xfHz01q0bSqXcbDZOT09xHPPo0eNVX6y9Xlml6TPkZEtWLF9ddvCoXmfWaoyN6tahwbHcnLy/+eu/P3zoeOfj3s6unub2NjdkN/c1L1364ZErdx2ekHPMKtqZ/unGnI4BOOxjB7taigr3XL58Cx4bOVRcuHZtWkNTN0RPEfyMC2cnUZzyeBCK+I8w9XPqnAfGJE6QKMZgBI+RUyTrw6i+lkdHdu9jcHp6evb27Tvvvvvu0qVLVSoFy9KDQ5bc3Oxt29IHB/t7enrWrVu3ZMnnN29WmazDTV3GXoPOPdJy7njBm4u3tRqx6RDZ03H/1Zd+ceTQVTwsuP2BQa2xeJd47cYd2v4JTa9+w+ovf/bjn1y9fMVkMatbmvVW89DkxG9LAhdFoxjuJkiEpsmurp4Vy1cXFe6hSK/XMwu5cRjCed5Lknhbe9Ox42UXys+MT9hnZ6KwA6UJnvNPP+7p3SMtvl5xhfJwCEvYx0aDU167c6xH17W7tODa9cqhScwbFmB2ZsxNOHHKhWE4TVEMCSDwaTCmf/1g/PW3JMEYQV2DQ5Zr165cvXp5cHBYrzfWPpTpNHrE5czYur1070kM43yM61blhYLiU20dAyMDmmOHig8cKjdYYZoi7lRVFhbtaW7rRnGE48kJ20hBgXTt2vU6rQly43Mz4+9QAhfLsi6Xa2JiApw21dTUdO3atebm5omJiZaWlsbGxtHRUZlMkZaW3tAg9/BTQ4Nj+/aWHTl8kmP9dbWq7Czpgxo5RfJ6nfnAgbKjR4/HYonR0fHh4VFwXExzc+uePfvq6hoQBAMzZhhGIeiFDyn6FW5tgmEYZALhOA5BkNvtxjCks6ut+s6NBw/vWiym3l6NUtGk1Zg0feZdO8UXzl/GUIqimKtXL2dmbXe5bYPDA9mSoqJ9RwnW74TwBw8bdmbu0uu1DEtMTtqi0bB1oP/0mXPHT50fHHNMuEmY4L7LYEzY7RMURaAoTJL48PCgSCR69dVXt2/f3tPTA+QFohmVlTc++uiTt956p7W1nWVZnvfeu1eTmZktkUjPnDl3+fLVo0ePDw2NYBhx4cKFNWvWFBcXV1dXX7ly5S//4q9++rNfNLU0WvqtX6xcm7Z5W/ujprv3bi35bPnPfvpaUbG0vuHB+nWbv/+f/+iP/vBP/vEf/6mkpNRgMFit1pKSkvT0dLlcThDE5OQkQRAURY2Ojkql0h07dqhUqqampocPHxYVFZ0+fbanpw/HSblc+eGHH//gB3/4h3/4X/72b/++uHi3Xm9sbm5dtWrN97//B9///h+89NJLe/fvGx8fHeo3ZmRsXbVuU/OjLqdj4t7d6k+Wrc6WllTfvHGl/NzJk6c1Gt3jttaVny/96KNPzpZXjE+6aMbjcsNOF4QROElT2K/K/f7miJjb50fTNEVRQ0NDy5cv/7eA8XyiaRqBYASCWZphCFLb03v6+In0rzbfvlXlcrkGBgZKS0uLiooMBoPT6aypuffOO+8sX768vLzcarXeunXrRz/60e/8zu/8lz/+k3/+8U9Pnj4FOYZr7t5YsfqrI6cvtbU3lpRIfvgX/yt9yw7L6HhUEFQy+Xtvvf3Bok8uXb0+PDxafv7Cu2+/8wd/8Ae/+7u/+/JPfnzqzGm7Y3J+chn+9PboF6JfMxjjDENBkAvH0fHx8SNHjrz55tvp6du6u3thGEUQzGSyyOXy8vJykSjn3LkzNFux0RIAACAASURBVE3iOE4QlF5ruHev5szZ80UlxdeuXGUo2jZp9/p9A9b+e3erKyoulu7dffr0SbvdjhA0gjNzJ9iQ82Ty9SOoyG8IY/6awRjq7Xu8OW3Dn/3Zf//jP/6j//Sfvv87v/O9xZ9+3trS4eU9VVVVe/YevHbt+rWrl0p3F1Zev03RHobGa+5Xlx06fqmi8tKlS2UH91dX30UxgiAIr5dXKGSfffbZe++9d+3adZcLgiDkRU/gSrUo9RmcYWe1Wt96663R0VGGYQC0pJr/QgSStoD0bt68+dOf/vT3fu/3fvCDH/z+7//+n//5n4tEorGxMZvNdvbs2ZKSkurqu6dOnTlx4lRjYzPDcHa749Kly/v2Hbh+/eaNG7eys7P1er3H48nJyVm+fPmtW7du37597Nixurq6sbExcMQjCBGnFPR1WohPcOgHsPnm5ua0tDStVstxL7z2DA7SAq12uVwejwdBEIVCsXz553/+5//j93//P3/ve9/73ve+t3r1lzqdgWG4qqrqwsLikydPX758ec+ePbW1DzwejiCIa5U38gtKyi9WVN+5V1Z2WCaT0TRtsZja29svXrxYWlpaUVGh0eoRFMcJBnrxyPy/KxhTFAXyWvv7+1UqVUZGxs9//vNly5adOnXKarUGAgGPx2MwGEpKShYvXrxp06aKigqz2RwMBhEEuXHjxq5du7Kzs48dO+ZwOEZHR3EchyDoxo0bW7Zsyc/Pf/jw4blz56qqqsbHx0mSvH379vbt248cOdLb23v37t3KysrBwcHZ2dmOjo6SkpLMzMzMzEydTgdytS5durR///6mpiYMw2ia9ng8k5OTXq/X6XR2dXXduHFj8+bNGzduvHnz5uPHj3Ecn52dRVG0sbFx3759GzZsOHPmzOPHjzmOoyhKoVAUFhZu3bo1KysL1O90Oq9du3bw4EGFQgEC4G1tbdnZ2Rs3biwvL9fr9ZOTk7W1tStWrPjggw/279/f29uLYRg4ghUcWfWixvcdpF8rGIPUDJqmOY4bHx+vrq7eunXr66+/LpVKOzo6UBQFd1k6nc5Hjx4VFxevXLny008/zc7Obm5uHhsbq6urE4lEK1euvHfv3vDwcCgU0mg0u3fvPnnyZGVlZUZGxuLFi7Ozs+/du9fV1VVeXr569eo1a9YcPHgQgiCn01lXV5eRkZGWlnb79m273f4rBMtfPxgzMAzbbDYglnfffXfJkiWlpaWgc92+fXv16tV79uwZHh5mWdZut3Mc53Q6L168mJaWdvLkSaPRCEIdNE2jKFpRUbFu3bqTJ0+C56empn5VfP66wbjmQXV2zs4PP/zg448//PTTz1as+OLkibMjwxMEQWEYplAodu3atXPnTplMBg7iBX+sUqkyMzN37doll8tB5BNFUZ1Od+LEiaVLl3700UelpaUdHR3gnKwXol83GINUaoqihoeHy8vLly1b9vrrry9evPjNN99cu3bttWvXUBQNhUJms/nUqVMZGRmHDx9ub28HZ26jKNrX11deXp6RkbF37169Xj8zM8OyrFKpXL9+/ccff3zgwAGDwTAxMUFRFPBgqWzt3xQYAycD7MfhcIAZl1qt3rBhwzvvvPPBBx8sWbJk+fLlx48fHxwcxDDM5/PV1NTk5+fv27evvr4eBEqHh4dnZ2dv3bq1/f9n7z2D47iSdNGfL/bOvN2IF/tj9+2fjdj7Nvbti43dWXN3zM5odGdGM/JupNFQhjOSKJEE2gAkJZEUCQLohhGdRGkoSiQlShRFT4nee+9BeHQD7aqrvS1fdUy+H4kuNkEAJCCAIlfIqEAUuqtPHZOZX2aec/JMnTpz5sz169eLophMJvfs2eNyuRoaGr7++mtsdTweR6QbaT3vKBh3dnaiwsX86aIohsNhO70Zskgul4vFYn19ffF4vFAohEKhUCgkSZKmaaIo9vX1iaXEioqi5PP5aDSKGe2RX4vFIg4hISSRSHR1dWHS7UAgIAgCrszq7e3Fh4PBYC6Xk2UZmVsURYSEvr6+a9euYbq4bDYrSRI+GYvFMJF3T09PX19fPp9Pp9Pd3d0YSMEsrzaoYP5YHDBb6/X19aHW8Pv9yWRSVdV4PO73+0OhkCAIuVwun89j/mEcmNGB011I4w3GoVAIC8FRyOfzqqqGQqF8Pl8oFDCjJM6QYegP+cruZGTI3t7eSCSiqmqhUEChLRaLyDmYt71YLOJQooXU29uLHIIVwKYFAiNObjAUjTcY4x5TlE3ce1osFimlPT09aFkiT6ZSqWAwiHtSMW9+JBLBfPcYLG1tbcWE/th27KLe3t6xqud4h6lj8UhECGDWw2w2H43GokIimykmEinM4G9rc8ySjTdo/KHIYwXQKMFE//l8HlNAY3blEdF4gzEWiJm9sccymUyxWMQjfBKJRDAYRGbI5/No6eJJFWhz5HK5YrGYSCRisZimacFgsK2tLZVKxePxvr4+RVGwf+wNRfiKRCLxbYFxrJRZE9uLVW1raysUCngKhZ1eFM+EQH5Grkun09FotK+vT5KkQCCAB5OgKYMDJMtyIBCIRqPZbBYBuKurq6enZxTjckfBGLe1odpFdYaKOJvN4hwGZsdGBYdcjoEFzL+KZ4wgIqL6wK+wB9va2nAtdDwe7+7u7uzszGaziqIEg8FkMonREpwPzmazeNRSNBrt7e0NBoOZTAa5UCxhZzabLRQKra2tLS0tKPMIFWKZfRePx5GJbfmPlfIJI6FhiGUiN6O4os2RTCZLaRrTGEJJJpPBYLC7u7u3txe5B2VmpIN6F9J4h6lR8iORiN/v7+7uRqMHtaFdbDAYDIVCaORhGAa5Syxt9shms8FgEHPhokWPU03RUgLtvr6+YDBo+4L5fB6PBECcxt9ms0MmiB8pjTcYIwNj9AVxDmUHkSYYDCJa2+3CucbOzk7UaO3t7R0dHZqmSZKEWI7Hr/n9fgwGjlU9x3sBF6anTibjiUQMMzPHY+lIJJpOZ/HVvb29vb29qHPRRhcEIRAIoGXf19dnG4KoQ+1dNJhTeqTtHW8wzufzaDD19fVFS7uN0TxFozOVSgUCgZ6eHmxyJBJBpYTeQigU8vv9GL3z+XypVEqW5Ugkgmrz0qVLKDhoH0dLubWxqt8KGKOYRyIRHDs8HCmbzXZ1dSGyoJmOiIPz6GiF9/b2Wpalqir2QyAQQGwOh8MI5D6fDzkTO1MQhFQqhbbIKIywOwrGyWTS7/ejd4veBmouHG90UtExRQHo7u7OZrO6rmOwNxgM4qp0URQRdwuFQiwWwz4yTRONF2QOnKW3ERf1iyiKKEhdXV1dXV25XC4UCqHuDoVCgUAgHA7bBmO2dDQbnjUUi8V8Ph9uBpBlGRVxV1cXZvS2URNVmN/vR38XS+jt7e3q6opEIliaKIpoZ4iimE6nw+FwMBgsFovIeRgOkiQJtWQwOOLMNXchjSsYo6IURRE9FTuugAYW8gwqCPRauru7/X4/ent4jieGTOwOTyaTeBRaMplEazeRSKAtbI+1fYwdxr7KIXysOm28wRhlKhgM2nokHo/bUoDtlSRJ13XUO36/H8cIuwV7pq+vz+fzdXV12UKEB1aihI4JjTcYxxNCRAgEAr19fX5c+itGk7FYIhgMJxIJVNz2oX6IUhiEw15CvYxMZQelEX5CoVBnZ+dI2zveYIwoi+MoiiLONciyjB4OusV2f6LIIELjvIw9JWQH7VFpo8XGGEPpw+rFSsd4DIXEd8wzti0D2+wQRRFLQ6ju7e3t7Ozs6+tD2I7FYqi3UXXLsozQgHY/etKI4miv41dYjs/nG0Vk6E6Dse1b2IYSnhgVCAR8Ph+OaDweR8cRAyZolKExjhk5sCvRJe3p6UHu6erqwnhCW1tbOBxWFAXjychhOB7oAaDAKIqCHIOGEobj0OBNJBLIlKiasc44cihg6NGixSeKIrrmgiCguZApHcyMjjjaHAgSwWDQ5/OhX4XuL8a9sXzkEjQqA4EAosUo5h7uQhpXMEaTDp1UVBDo86HSEUURzVV8pqenB+uAcbOenp62tjZMgGoLG/KMz+fr6enx+/2ogu3ZBDSZA4FAR0cHxmnQEEZzCidcx4TGG4xR46ANUW5qYOAdBysQCFy5cqW7uzufz2MvybIcDAZbWlq6u7vtgwuLxSIupGhtbUW3eHRbUAalMQPjQRdSxcK5fCqZElOpBB6QjIn2gsGwJEk9PT0dHR3IFR0dHT09PThVEQwGUboxGIMmiCRJqI6xJ7FnRgEe4w3G2G+o+hBycFoQo5XYk7Y92tvb29bWhuCN9UEBiUQi2BUoYrIsJxIJtEjipXOIY6UNvvirbwuMsT5olCOm+P1+O2aJiJAoUT6fF0UxFArhve3ponPc2dkZDoczmQwGPxBi7ECIvVQNg7IjreedXsCFetBWeQhg6ItgftRoKZwolg7ZQCMUp3jRocnlct3d3T6fD4PJGFiIxWJtbW2WZSmKgmiNZimGy5DzMCgXiUQw8oadiOCKU4PIcHiIVTnL4tvtB3AYsDTEVzQI7ChHb2/vlStXCoUCBjfQlkS8iUQiOCcny3I0GkWRRmBAPYj9gJ9gVUc6qHchjSsY2yoJQTFaiqzac1co8xikwk7GsJIoiplMBrU8orht+IuiaK9AyefzyKuoE1GMMYZhR8BslwKFeUxovMEYTUkkex4dI/NIaMWqqqqqqiAI6XQazWW0L5HsdTEYoJIkCaN2Yzh3Pr5gLAqxWDQY7EPXv+QtpGRZRU6w9bh9jxEv1Mi4LDmdTqN1jh2IXI2abRTtvQNgHA6H0Y+3tWI5APt8vo6ODmwmhqaxMigsaIyKohiPxzHQjdYJohQGcu1wVKSUDvpbnDPGEDrWCiUaq4r8b4Oo7QVhlXAhCBJCLIaOsI0YEMKlS9hYW/9jt7S1tY20nncUjP1+v11XDIshiOK7UYEi22GdUHviVzbf4LjauIiTvtit+Nfv9/f29uJsLj6J5ip2GcYWkB1tm0AsreKJl1Y0YF+g+KEnXW744NCiZYAtQjMQxS9Wmt7GmctsNouWAbYanXubUzEkiMKMjIuQgJ/ji0Y6qHchjSsYi6UF1ejkiSVutofMjpLZ/9rLX8vhLZfL2T2P38bjcWQw5IF42ZoUZCp73R+idbTseOZvTuMNxuW4i4ErlBc0WOOlBagY30PGtvsBfyuWfAhkVPwWLchypP+GNHZgPCgJqH9xytNezhYMBiMDczbF7FEuj8SKpZHCFQn2ZIeNQCNt73iDMY4OxorKFSM2HHUULrJBD6RcdsRSQAUZAFkFHWsb8OyxEEsrmdGC+bbAGIOv2BxEEAy12mGMcl8RQ1/ZbBaft8MDyH6CIGC8DafAyt0wlB0MntkzsCOiOwrGI63cWNFImWCCxpwGBePDhw8PAGOxjCPvXRqK30bKh+MNxvcKYS+hRZvP53fu3Dlt2jTcbGOjo1iCzFG9YXC74VvUGwNeh7MJly5d+uUvf9nZ2YkYj/p6FPwwVvw50vJH+rwwdhm4RvTeb6t/bgnGiKo2DE+A8QSNhibAeBTCHJ0AY1EUxxKMb061Eb/xKn9syDVH49HGATTgdRNgPAHGE2A8QWNDE2A8CmGOToCxKIpjC8axcBkel3Ye9y+xngDjsWnvKPh8UJoA4wkwnqCxpwkwHoUwRyfAWBTFMQNjoQyMhX70tcF4sC1P36LeGPC6CTCeAOMJMJ6gsaEJMB6FMEcnwFgUxQkwngDjCTCeAOMJGiuaAONRCHN0AoxFURxDMMZ8WyMA48i3pTcGvG4CjCfAeAKMJ2hsaAKMRyHM0QkwFkVx3ME4ddNpyhNg/I3aOwo+H5QmwPiuA2M8uDcmhkVRiEWTohiPiYIYC8ei8f57URj+fLqx6kRRFIc/+2yChqJ7AoxjUbF0wq4YFeN4iaIoikKsdJI0jn75Vzf/jUajJT1e/nfEwhwdZzC+6WzH8laU04DFxneasJfGFIyRJsLUAyhWuqKlv1FBHNDemxef3275I33+ngDjm/pn9O8dFzDGvcmU0s7Ozjlz5qxZswb3g0cEUYj272THfBdRIRyPRZOJWFQIR6NRO8dNXyAUDAbFaESMRuKRpCjE4lG/KPbFw1kxko5H+0TRH48kxUg6LoREsS8uREVhyPMyo2Wb6PG9pQMAbM6zKVJ2lRMmoyg3ma8/E4slyq4JGkiY6wqTSmJik7a2tt/+9rfHjh0TRRFzv4iiiHkS7GyCN5MgRgdcNwyxcMOFIyPceN3wfDQy4IoLkbgQikYjghgNR9MhMR0WE4IYDYd6xXAgEYkkxWg8FhFFIRSNByJiMpmMhPv6en2hoD8eiyYTUVEUhGgwGo1ExVA0JkRjYfwriBFBvKFd5cI5VHuxxzDv8f3333/69OlCoWAndbq5tBENSlyMxYVoXIjGhYgYjSBvl9VZEMRoWIiEwkIoLArRZExMxaJiVAgLkZAQCUWFsBi9fi5eJBIJhYVAMBwIhoOhSDgSjQgjq88wJJQOsRAEQVGULVu2VFRUnDhxAjOsxUrZXWxUHrqkaCwWvfGTRCyWGEIPRBOxJLJGIpaMReOhQNg+ySYej0ei4bAQikTDghiJRMORSEiMRoRIKBIOCpGQGI3EY9FELJ6IxcvfhZcYS4hD6wqxlGJIKB15hPl/rl279p//+Z+Y8xXzfGF2/W/YvXb1UolsMp6JiylBEKNCQowlomI8KETLDNO4GE3GSlfUPp5aEDDPCerVMapPDFOaoAV/+PDh11577ezZs/Ypf9+ccPjEeDSWELGJ5VlchHA0HIyEAuFwMBIJCUI4ija5KEQxOVcgFAwLoXAsUuqeUrXFWFxMxMURY4GdzAqTo6VSqXw+v2HDBqfTicklNU1jjCEYIzDfGowty8KbUChUX1+/Zs2aWCwWiUTiiVQ8kUJnqL/esWgiLorRSCQcxEQ/2PtiLJHJZKJCMBYJx0KpWDgei3bHBF8slIuFcrFodyzaHQulYqFMTAjEBF8sIkQjoiD0W8cDqP9d8TjytJ00VRBu/km47ConURAEIRq8fpU9U2ZRDmcQfGfJzrNm5w68du3ao48+euTIETu7mVhKWC8MnVNejMcGXEj9oxC54RIEwdZ64o3qr/95IVx+xSLheCQYjwSFaDAUFYJCpi+aCQmJSFTIZZO5dCwrCgkhFI8GY7GomMolssVoREiKkXQqlknHE3FBjIZi8UgyJcbikXhCiCWEeDKKl5iKiqkR84YoipiqMBaL/ehHPzp79qwoipgbyAaeAYp7BIUL0bgQTUSicSESFyJiNBQVQ1ExJIghMR4R45F4MpFMp9KZQiqdj8fzMTGVSiQzCTGZiCUTsURcjMei+GpUYf3SnUwnU5l4OhdPZ8ZKHDBfErKQJElff/21y+Xav39/OV8hDIy0E5AGVRqCIIhCQgjHhHA0Fo0n46lkPIVJmvp/JUYEMVIy88JRMRQTBbRsYiW1LQrRaMSu0nUtcbNpeHOVImWHhqGmbm1t/elPf9rR0YEHrdrgN4omD0axWDieEJJxMRUVEkIkLkRjkVhciCfwZCshmhCiCVFIiEIiHsGbmB2NsPNR2/3zzSmRSNiHVO7atWvy5MlnzpzBU1DHgiKRaFgQQ9GYgEMpiJFoNGqro7iYSMSSqUQ6ncxkUvlMKp8Q4ikxmYz3J3WOJeJCIhqJC+FYJByLoHuAnkC8nwVG3F60O2Ml8yudTn/55Zdut7urqwsACCHo63LO8f62PGPGGCEkEAjU1tauWbOmWCxalpXLF7O5Ap6TI8uyqqq6pmiqjH8xBa4kSYVCQVY0y7JURVJlRZWIKhuqmlTVtFoEVWKqmlbVpCoRVWKqklfVrCorqqwpiqYMRrIsFwoFPK0T3yvLcrFYVJSbfyKVXeWkDfvtBA1HeF4hnlypKEqxWAyHwxUVFe3t7fYDmqYpimKapizLQ5UjKbJ9lVP5M6rcfymKIsuqVLqGfF6R8NJlyZALhlxQ1EJR1QoqyamsqJiyqshSTpNzlpQ3lYIuFySpkCmq6YKSz+Y0qahriqpIxUIun8sUi3lZLmqaoqqypBSLciFfzOUK2Uwxmy5kRtpv2WwWz+/K5/MvvPBCZ2dnJpPRNM1uAoqM3YcjKlyVFUNRDUU1FNlQZE0tqlr/lc2nMrlkNp8rSEVZMRTVLBSMbKaYz+akXFoq5mWpoMhFWSrgeT54LAr2c1FS8gUpnZdSufxQ8jhS0jRNVVVd1wuFgqIoBw4cmDdv3t69ew3DwK+wlyRJGmkn3IIkXS5qxbxUyBWLRVlRNEmS8IBzRVE0TdF1VdUVRZNltaBqRVWRUJsZumpouq5qyiDjoimKJiuaPGznlLdIVVVN0wzDuHr16rPPPtvR0WGapqqqeGi3aZpj1t68rEuarhq6biqKVpSUoqrJuiZpqqSpiqorqq4puqbohqxriq5IMp55jHpVURQ8FHnMqpPP4+AWCoUzZ8689dZb3d3dYzfEkmaoqi4pmiyr17U6HmdeLBYlSZFlVS4qUkEu5OR8VlILipKXpUIRx0VWlYJazMn5oiYVNUlWFVntVz66pKmypo6wpnhWDQ496kxZlvfs2VNRUWGHqRGGEWFv1zNGVzoSiUydOvW5556bN2+e2+12uasdTrfT6XS73TNmzJg5c+bMGVXVVS5H5XSnowI/d7lclZWV06ZXTp8+3eWsdDmcrspZLke1yzXF5XrdVfmmq/JNl2uKyzXFVTnDVTnL5Zzucr3ucjhdDrfT6XYORjNnzqyurnY6nZWVlZWVlS6Xq7q6eubMmU7nzT+pLLvKye10Oh0Oh8NRUf6ty+VyuVyDvnSCbHK5XG63u3wUqqqq/vIv//KZZ56xP8Fxr6qqmjZt2lDlTK+ssK9yuuFdjv7L6XRWVDiml64hn3dW4lXlqKx2TKt2THc6Kytc7umuWVNdsyqcMxxOt9NRUe2a/qar8o0qx6wqp9vtnu6aMc1Z/cbMWbOq3E5HRWXFNJezcuaMqupqt9NZOWNGVXW121XldLodDlelw1VZ4a6srHLYdJv9Vl1d/dprr82ePXvKlCnf+973/vCHP8yePbuysvLmQkZUbHlfVTmcVY7KKkel0zHN6ZjmcE5zOKdVVTuc7opKp2N6ZUVFpdvhrHa53qxyz3I5nNXOiiq3s8rtdLscbpfD7XZXVVVhlSodLofT7XC6Kx2u6c6qaQ7nUPI4Uqqurq6srERWefPNN5966qm///u/f/HFF1FdYPNRtEfXD0PRjKo33pw1542Zb7qdVS5XVXX1TGxsZWWl0+l0u50ul6PCMX1axdTpla9XOqZWVExzVE7v5yjkQ5fL7R7QCW6n040dNdR7sRV2i5wlCZo+ffqf//mfO53Ot9566/XXX3c6nTNnzpw6depYtbfK4XRVVDorUae5p1dWvF4xfWplRYXLWeFyOlxOh8vpcrhdDmdVpdvlcFa7q8oJxwI7Z6zI7XY7HI5Zs2ZNnjz5r//6r6dPn35Tf46aKl1VTqe7otJZUeGY7nBUuFwO1OelBs1wu6vdzipnpctR4a6c7nqjatYMZ7Wz0uFwOFwul7u6yjXT7ZrprnBXVrgrS/3jLPWP2zVCTpw1a9bUqVOxDm63u7Kycvbs2b/+9a//+Mc/Xr16Ff1bxpgNr7cFxrYHHYlEpk2bNmnSpNra2lmzZjU1NTU1NTWWyOv11tfX19bW1tXV1dbWLliwoK6urqGhobm5ubGxsb6+3uup89Z7vHXN3vomr3ee11PjrVvorVvo9c7zeud565q9dQu9ngVeT4233uOtb/B4GjyDUX19fUNDQ1NTU0NDA74LPxn04WGovr6+vr4e771er9frbWhoGEU53zVqaGhobGxctGhRc3Oz1+vFUf6Hf/iHioqKpqYmZAPsxqampgULFgxVjncIGpPnvZ66pvqapvoFHk9Drbdpgbd5fkNzrae53tPwTnNjc0NtU+1cT83s+pr5Hk+Dp3lx46Kl9bV1zV5PY4PHU1/b4K1vbmpoaPAsWDC/rm5BXd2C2voFdZ5aT0O9t9HjafZ632kYKf80NzfPmzdv6dKlc+bM+du//ds33nhjyZIldXV1N7fudkZhkCbXe7z1Hk99rae+tr5ufn3d/LraebV18xoa65qaPU3vNHsbG2rrGhbUeuu8ixqbFjU1NL7TUN/U6PV66upqa+pqazweT2NjYy1Snaeu3uvxNjY0Nje8s7hx4aKh5HGk1NzcXF9f39TU5PF4Fi1a9Nprr/34xz+uqqpqaGj4Js2/JS2o8TR432luXuj1NtbVeTyehsbGRqyGx+PxeOrq62txrD3eBd6GWq+33h7Qurq6uro6r9fb3Nz8Daths0pNTc3f/d3f1dfXL1myZN68eV6vd+HChcPIy0hpYWOTZ0FNbc0Cr7e+qanJ01Bf41mwwFtb21BX21BX762r99Z56z1eT11jvcdb71kwvwYlF5uM99+8veXU2Njo8XgWLlw4Y8aMf/qnf5o/f/7Y6ds6r7e+3lNTW1tTV7fA661vaPBg4SWmavB4GrzexoaGpsaGhU0NCxtqvQ119d56Dw6Ht7Gh1uupqa+r9XpqvZ56r6fe2y9T2D/e+pFVaNGiRTU1NdifjY2NdXV1S5Ysef75519++eWrV6/aPvHIwBgAOOeWZQUCAY/Hs379epxtVhRF13XLsgghhBC8sSeiCSEYjaGU4ispMalFqAXUYpRolOjUBGoCJRolWunepESnFqMWI0MQHpCOxRJCDMPA+N5Qzw9FpklMk1gWxX+xQMYYnaBhiRCi67qmaTgKuq6LouhwOHw+n80MnHNKKc5xDFPO+BElJlgaWDqxwCCgU1AZGAQsAoamE0MGMw9UBkKJBRrhqsXSyRQ1dADGGTF01TQ0w9A0TSHEJMS0qGkSw7B03dRkQ5F02W4sLXEO5xwbPihpmkYIMQxDluXJkyf7fL5isYj9gA+Ucdg06AAAIABJREFUs5/94QjIItQixDKIZVimahoKXqpSMEzFsiyTWLpBJc2UVKpqliLJpiqZhoaXZeqoFLBRFmGmRXXD0nRT1i1ZNygdsmkjIiitIEUWOnTo0Pz58/fu3TsmhdOh+coyuWkwFHldNyVJkWVZ13VCiGVZpqkTYjJGOKeMm5RavKQjUfuZpomVH6t6tra2Tpo0yefzoZjouo6ac6zKB84sTdZUmRCTc2pR02AmBaZTQ6eGSQyTGMQyiKUx0yCWYRmmZVnYUpwvMAzDsqyxqg+uVyKEqKp65syZN9980+fzYa+OBVmUWqalGoZmWQaOIyFE13XTNE3T7BddzVBVXZENWVYVSSa6wSlDmdVNQ9LUgiKbjJqMEkYJo4xQRiiQ/psRkWmatoATQhRF0TRt3759lZWVOGdsL91CvXFbYGyHs0OhUENDw6ZNmwzDMAzDMnUABsD6oVc3dcOyCJNklVDOASil+BixDMvU++tIgFKOfUcJUAKUWpQZpXvsVj6M5HPOUaMpimIvLgOA/jKpzT38puv6sFFKTYNZJrdMTgijlDMGvJ8o57R0D2XXBHF+40J8pGg0+tJLL3V2dqKVh8/YbDNUOcS0BlxI/WzCbrgopZaFuuP6dcPzlJdflFpAVCA6JWBSMDjXgJoUCAVOAZgBtACkwAxqGly1mGJZjFCgzND0Yr6gKSrwfs2I8kw54wB4EeAW70dNG4PLLdfh+82yrEceecTv9yP3DigB7+0PR0yMMGpRolOiM1MjlgZALKIpiiKrimEyAkABCAAxLeCkX4Q5pcQkhCAqWJbFONjtNRloFhkrETAMw7bXAeD48ePz588/e/ZseZOH6cZb0pB6A0DVLFnR+geRctM0sf8ty7JMnVELu0LXpFwuIymyavb3A2VgEYY8wIAz4CUtUX7dgsobxRgTRfHJJ59Mp9M2V9hn6o0FUaAmMWTTUCyiKYqUzqZyct4CYjDTYKZFTYualOiUaNzSKdEBGM5eo9U4PDOPgsoB5eTJk+WYNBZEARijBiUmjiNnRNf1YrGoaZppmpT1MzPjYFrcMCzgAJwBMEqppmmqZpiM94sGAOPAgAPjwCkwCpzCCCXyZj3JOd+7d291dXVPTw/cuLXpdueMbcnp7OysqanZunUrFkEsAzgFTmW5GA4LrW0dl6+0XL7WeuHiVSEaQzwGxjnrF3hCCCGsdKGxCtfvb/iq7JmbyDAMURRbWlouXbrk8/nS6XSJgcyyi12/+t9iF4gPENNgpsEtE4gFlABjqBbpBBgPT5qm2eoD7ehoNPryyy93dnbSUlwESovwhykH2MALqZ816MALma38uuF5wsovQkwgElhav2fMiMpNg4BlAXCQ85mQ79Klc4fOn7rQdq03Ek8VdRU4ZBLJi+cvnDh23N/jM3XDNM14PH7hwoWWlhZfrz+WiBdlybBMizNa8mDszQm3A8a6rnPOU6nUU089hZpIURT721uWMDzZug445cxk1OCWzi0dOMnnUj6fr7O7Kyomi6qhUzAoUIsAswCYoavJRMzX03X16tWLFy9euXKls7NTiMaKkmIRxgEIgDV2ImC3EX3BAwcOvPHGG5cuXbp9s2Z4GkpvxBOZa62dV1taE8k0odwwCQ4H57wcjE1DSyaifn9PUIgkMllZNywOFgdCOQM+ajAe0CjGWCQSefDBB4vFIq7bsoFqdK2+iSgnGjUVYqm6IcXjYo+/OxgNFTVJJ1bJM9aIpRFLZZZKLDXQ529vb7969Wp3d3cmk0Ez1zCMMapPqVqUUkrPnz/vcrlwHdNYFQzAgFuMWmhuU2LKspzJZNrb23t7exPJtKLqhHLGgTIghHFGLE3NpJN+f09ra3t3jz+dL4wtGCPEappmO4179uxxu90dHR3Yt+VccbtgjI+GQqEFCxZs3LgRADgjRFeYqSlykVJr3br1jz3+5P/xvT//p3/9j9enu/YcOIxibGg6cAqcUEMlJtU0gxCmKBq6Hel0FgCAAyn5t5bJgUMqlSl/e7FYREutUCjE4/EDBw4sXrx40qRJkyZNqqur27Rp0+eff97R0abpEuMmAMvnswDAOcRj6f7CORiGZVmWruuMEQCSy2XaWrtDgaSqUGKBodNSSykAw+Eoa/8te+g7RJxzZDJ7EWAikXj++ee7uroIITYj4pDxwSxEJEPTgQO3iKXpaLLi3jtk3N5AX1dPd1FVVNNQTcOiBIABJ8AJMzVdUzgj+DzyNAdQNUMnnAJoFiPENNUMN1VgIKtAgJlAJJWiNo1FgiveX/D4Iz/9v/7Pv3z04eeaFr8rJOOcMkvTN2/cdPL4iXw2pynq6dOnV6xY8fLLLz/99NPTKys+XrVy+84dqq4phi7rGiuR3eSbOwr7qny1JGOsWCw++uijPp+PD+sBj3hcAChnhqGhi2CqEnBCdCUdjx4/dui999579rnfLaj1Hjt1NlPULQ7UIoZSROW1Yf26f/vXf/n+97//F3/xF3/2Z3/2/e9/f81nazPZPHoSBEA1rVvX4ParWqaqDhw4MGfOnBMnToxh+ch7aDXivc/nW/PZutcrnC/84Y/rN2/BteK6rjPGZFkGAENXAVgulTx26OBHf1o2ZcorzYuXXGnrJAAWgGyaOqFohPF+fcBKioIMVBe3R5FI5Ne//nWhUCh3Q79Jq2/kN0JNBahKLHXf/p1Llix6cfILs2a/daX1WlHVNMuUlKJhqYwaABaAEQz0OB0V3/ve9/7H//gfDzzwwP79+7EyiqLcks9vnzCuCQCnTp1yOBzd3d3fpLQbiVmmDpzI+Rxwls2kAFh7e/tHH300bdo0t9u9Y+fubK6gGCYFMChoumnoKnBy8sSxJUsWvfji5IpK55ebthIAwm8GYwu4NYohhtKgQMkP3r17d1VVVUdHB05IQcn8sp8fJRhzSwduGUoRgBUl5audex56/OnGRe+GxKRGALnWMnVDKTJDAWoywuOxtCRJkqRIRd3QWTqdzufz6VTBMiEejycSCTGaNA2uKqYkKZFIBMP9GHYHAEEQPv7442eeeebLL79MpVKc81gsdvLkyebm5jVrPikUM/lCSjdkWS6mUhldI8BBUwlwUGQzlcyZJikUchbRKNN9vu7P1mw4uP9MXCxcFy/GdF0tk65S7/MJPL5OYwPGHIAD0Q0gFDgw00JsBgDDMDq7u86eP9cbCorJhKxrFMAkBqOGpcm5VFzOZ4BR09Dy2Ry6FJqhcwDNIpFYsqgaFEBWFQCZaBIw0AwIiIG0mqEAqgrAADhJidfWff7ebx97bsvGA/FM3gJKLeLv6l772efhYCgZT6xf92VDQ8Pnn3+eSCQMw+jx+1auXvXqa1NWf/pJQZEJ8FsqqTsMxjjTYlkGAANqMlMDTpR85tql83Xz5+7fuy8cDu/ce2DpBx+evtQq6RYAACeUmIV8duuWTa++8sff/e53zz333KuvvvrEE0/sP3AoX5D6wwwA9FZvHxGNKxjb61TxX8Mwksnk+3/64KPVaxKZ/MWrLXPm12zctIUD4DQe/kSWCom4uOvrr2rmzln90fKuzvZwPK4yMAFUi1kABMBkXDUNDsAHIvFo8Hi8wRjAAKoePbK/ZsHcw4cPivHY8dNn5tfVX77WLmk6A25YumWqABaz5DNnjlRWTKusrJw6deqCBQt8Ph+lFM2UewWMgRKgpqWpwJlSyAcDvas+Xrlhw4ZkMnnw8KG359Xs2rdf0nSLg6xbHMA0lEwyevbMiUQilkikmpoXV7pm+voihAMpReuAU+AWcPNuB2MgOnBLlwuaKnOAC1eu/eTnv3xvxScmgAVgMqAM0JuhupxLxnbs2PXesuUfrfz4zNnzxSIJBuN/+vADp9vx1Vf7w+H0hk0bF9TVLHt/hShmM9nin5avWLx4cV9fn6qqAKCqarFY3LNnz2OPPfbZZ5+Fw2FCCO7J03X94sWLLS1XFDUvK7mLl85++unqmpraT1Z/HgqKnAFw6OkObNq4bcWKj3t6uhLJaGfXNY+n7v/7f//9xUkVG9fvikXzOJPNWLmMTYDx4DSGYKwVJCAMOCiFIrUIIzQUCu3fv39ezfy358+71tFOATRqqcTMFbIAxJDz1y6dO7R/1/nTJzZtXLfiwz/t2LEjFotJskooBIXY6jXr3ppX+8XGrcl0SipEjx/as3vHyUtX+j7f+NnOI19TAGKBqQE1VODi4QPrn3jo2aOHrhKAvJanFjl97NTG9ZtymfyxI8dfemHyvHk1vb2BQkHC+sbiyUWLlz7x5NMHjx6z+K2V1B0GY5NYHIDixCc1MYoQCwdWffhBQ11NT1c3AJy7dHXGW3M/WvOlwUCSJKAmcMoZyaSTibiI5Vy9enX79u3oFnMAwySqSa0x5f/xBmPGGKKsYRimaZ48efK3zz6z//AxFOxFy5Y9P/kPYTFmUQIAxWIROKjFwppVKxfMmfPZypXtVy/pmkIADACFQ143TQC8DEpuAmMLwLoLwVgupDPJyKqVy+fXzOnp6eEAfeHo/Drv8o8+CYsJDkAYZdQAbra1nJ810+VyVl66dAln/bBASZJoaV3hPQDGnFFdAUpNVTFVZfvX26a+9vqpU6copRYl8+Yv8DQ1i8kUAVBMqhgmcEuTc6mkaJo657B+w5bF7/6pp1cYAozNuxqMlXwauAHEkKUCB7hwtfVf/uMnH3+2PiObKgPVYJKMbogV7Gpft2b10qXvLVn6foVj+tTp07ZtO3DmTMuct9/89//1g0WLVrS2Bj5aueK++//roYeeamnxBUNRd9WM+vp6v9+vKAoASJLU19c3Z86cH/7wh3v37kV2QUYBgGw2Wyzmk6nopcunV61esWzZu0uWvDuj+s3qqtmBPlHX+JfrNm/a+NXixUt37ty+5rOV3T1ty5d/8M//9ONqV93hg+eTcck0OK4EmgDjW9JYgTG3CJgECAOT6LICHFpbrn3yySebN2+eO+/t//r5fbNmvxWOiyox86pMgely4czxwy+/+Puf/+Q/P/n4w51fbZn39pxJk547fvykRdjVts41X6z/7MtNb8yteb3S/eWG9Xt3b3h18u/v/9mTK1dtW/h+U/MHnliyYOgADOR8RpO6Duxb+8DPH9u84TABKBrFbDpz4vDxC+cuZlJZT533F/f/ctOmLQBgGFaxKCuqzgFOnDz9V3/9N1OmTdfJrZXUnQRjDqBZJgVgQCm1cKoYTL275cqrL0z6cNnSbDIFqI4bmuZ6mjv9AUIIcMIZMQ0tn8vIUgEAFEXZvXv3gQMH8gUJkZgyMNm95BkjIRjLsswY+/DDDx974vHekBBNZiTDOHj8+K8ffmT/4SNovgAHyzDbW67OqnK//cYbX65Z8+nHHy5a2HzhamtSVg0AFUBloHEwOMcgAR+IxHcjGANYnW1XnI5pHk9dsSgrqunrizQtfHf22/XtXb0cwCIMZzROHjv44gu/+5v/+69+9atfzZ49u7OzE1fIYrH3DBhTYqkSMGYpiiYVFzc3vfryK4FAoFgscoD3P1zx1LO/O3bmTF5VcRAz6bhcSAKQy5cvfvLJmg/+9NGJ05dCQuomMDbvATCmukz1InACnBLKL7d2/Nf9v179xSaNgQlgUlA1g1FLk3PH9u2e99asUyfP6QbtDfjn1cyfUb2gpaXX19f55uyZn63ZVixAIhWvnul64onnuroEi8CZc2f9fj+l1N5AFQgEHnnkkfvvv//atWvYBsyuYhhGPp8HYImkUFs3Z+GiRp+v2zTJnt0HfvmLhzdt3B4KxisrqjZu2JZIpHy+7kOH93IwDx069PqUGQf2XtIVjFsCcAxwmSUZIxNgPCiNFRhbigYUuGFxwwLKpFz+g2Xvz5079/z586fPnnljzuxKt+vMpQsEwASgwICbsWDPLHflD//tn48d2g+ctLdda2pqmDz5j1euXtu2Y/eid98/ee7Srv2HK6rfevzppw4d2OqumPKzHz958lR3KOG/2HmacOAMqAGWJuty5+GDX0x6+pWdX53RKCVgtbe2HT1wBBPmTX7xDz/+4U9OnTqj67jgFnTDUjWjrb3zr/76b+77xS8lTb/bwFgnFuIEISY1VKAmVaSrZ0+7Xp+y9J1GBONILPm2p2F2XePZq9d0XcfZ95LdyQCgUCgsWbLkxIkTmm5SBrj2GCO0I6rPLWo7nmDMS+uWDcPANWJut/v1aVPDsaQJkJXlE+fOPfTY41u379BNA8G4mC+cPHpkyh//8MGSJScPH175/nu/e/a3tQ3NFzt9OoAOULCIQrnBucHpYGCMM693HRh3d7S88vJL8+fPN3TKAcREvtaz8I3ZdW2dfYSCYTJOGQBJxSO7dm77/LNPJ02a9IMf/GDJkiXJZLJQKODmiHsGjAnhmgKUgmWl47G3Zs6Y//a8aDQKAEVZWrt+w8OPP3HuypWsLJsAiqEDEFVKx2ORRYveefDBhx9+5ImNW3ZSnDO+58AYuEXVPC5gkxXt3OVrP7zvV41LPlAI5FSi9Isvi/T1fLH6Q3fF1I72nnxB4cC+2v71Iw8//+knW3LFVPMi7+y3mq61RBKpePUs549+9Iv9+08L0cTZ8+fsFYboB/v9/p/85CcPPPAA7sxDmxcfkGVZlosXLp6e9PzT675cQ4gJAKpiTXm10lE5MxSMv7/s41denrpq1ScnThzTDUlRswcOHPjdM68c2n/F0sHUoX9hBgBlxgQYD09j5hkbFlAgqo7GkL+ru2La9Llz5169erU30Nfa2dEXDuVV2QRmAqQLmVw6BtzYuW3Tk4/8Zt+u7cCsRFxcs+YTp9P95fqNby+o//2Lf3h1muMPU6a9PM31xymvtracfG9Rw0MPTD512mdAsUATJgVVAbUIwImpdW3e+O5TD7+4e/uFgqbltdyZU6eP7D+cTefiYuLVl6f853/88MiRY4qi4f5iZIFwJPovP/i3hx57PCfJdxsYG5QQdBAQjC2dSsXWc2dnVk7/8rNPcqm0ZVlBITanzlM1p6bN3wcAwCxNlXFpuqGruVzu4sWLa9euTaVS2F5NNzmATrhmkRHV5xa1HU8wNk2Tlc62QZU3bdq0qhnVQiJtAmiUnr18+af3/++NW7dxgKIs6aqWjCe2bFj/4u+fO3bgADBWTMZXfPin5/7wytcHj+YtWiAsZ5gGgAmgM0LRNLzrwdhQC+3XLrldjsbGRk21CIFwNPvO4uUO19zWjgDnwAEYocTSACxiqZoqd3R0OJ3Oxx577MqVK3ax9wwYMwamDqYJlMYi4bffenPxwkU4+Z3KpHfu3ffkM89evHZNZ8wESOQyxULaUHOmIbe0XNm5c7fDOeO551/ee+D4YGCs3/VgbMpgykSTiGUwDlfaun71yFMrPtugcpBMMFj/Aq6LZ0401c595olHE/FMOicrpnzo2NE/vlL90coNGlFOnD02c1bjps2HT50/vWL18udfev2D5WtPnr1w/uKFRCKBMWoUrWAw+PLLL//yl788fPgwAJimae+ktiwLgG3c9Pmzv3t8y9b1hJjZbN4yYUb1nCcfn5TL6KFgvGa+5+GHH33++d9v2bq+q7vF5+t+9ulXD+27aulAzH64tSxrAoxvSWMFxkA5UOCqAQyYaYnhiKOi8rXXXtuzZ0+3r0dMJlTT0BlJyQWFWRQYJxrXi1vWffrkI785ffwIcCJLhVWrPn7llSnvLFxcNeutZcs/utjSfrWzty+aEuIxTRE/W7X8t09MO33GL1lpE/IUwDQwzkiA9m3e+O5Dv3hm9/ZLkmFEkuH9e/ddOX81lymmEtkPln34v3/+qzWffoHLAIGDaXHKYP+BI//8L/8+r9ajmtbdCcaEWZxTbulADNC1QHvb1Jde3LpurVIoGoYhJjONS997o8ZztavHsixgVlm2AFYoFI4ePbp9+/ZcLqfpJu7/QTC+h8LUuOTTfoWu60uXLq10OvwhIVmUJWIdPnkSw9QcQNFU4BDo7Vu68J3pr03xd3SApmu5zNEjh37/x1fX7dwTzctZwypYBMEY983cCMbG3QnGwEnL5XNOR0V9vVfXKOfQ7YvV1i+dPbepxx/nHCgDRriuKczUcIcuALS1tU2ePPnkyZNYq2KxeC+BsaGBYYJp5lLJ5cveq1tQ29nZqaoqA/7p2i8ef/q3R0+fLpgGBj91rYgDp2mKomi79xyc/PK0lZ+sHxyMQb+rwdhSi8D75ZlxOHLi9A9/ev/Hn63Pa9TkoBOeyeajQvjqxXMf/+m9l196/qttO3FZ7IYtmz317x04dI5wvS/S2+B9f87bzR+v+qgv0vvuuyseevTZxUuWJVJJAEDljp6xrutr1qz5xS9+sXjx4lgsJkkSlIQtmUxGIqFAsOfVKZPfmj0znU4CQDyWdrtmvbv0Q0UmV6+0Fwvq8eMnZ86sdjindfe0nThxbNJzUw7sPafKQC0ADpyDruuDb1eYAOMyGjMwZhwnjIFypVAEDrU1C+67777Zs2fHEvGwEDly4ngskyIAkqEZlg6cyOnE2pUrnnj414f27TYUOR6LfvLJJ3Pnzr1y9Vrz4iVVs946feFKIJb0C7HeUFBREg318x996MW21khRTxtQsBgwCsQAXZYsI3zs6OanHnthz85zimF293V9/vnnoUCYESAmvXj+yhOPPfnWm28HAiFZ0gFAkvV0Jrfs/Q8f+PWDV662sbtsAReCMQWwqAnAgFGgJjCWCAW+WLlqodcb6u0DgGPHT86r827cvisrqdlsllELc29RYhLLCAaDn376KWYkQJ8YLwxWjyGNKxhj76Edr+u6oiiHDx9+berrJ8+eIwCyab7/0UfO6hlCNJbOZhhj8XicWmTXzu2vvfzHE4cOydksN4xtW7bOnP323uMn8yYxAXQAiViKZZXNGbO7fM6YEj2ZiH64/IOamlpfT8AwoLc35m1677PPNmcymqbxTLpgWf2rZIilATBRFEOh0IcffhiJRLAD4V7xjDkAZ0RVwbKIqlJD37Z184yqap/PJ0mSSay359XU1HtUQlRC+gRBs0wAkknHCvk0Y0SSlI5O3zsL392weQdj/UjMOfB7YgEXYwxnmxi1FEXJZrMbNm7+lx/8W1X1zLb2zvaOrq5u3/bt299///0Tx4+ePnXC5aycMWPWvv0Hr1y5snbdF1+s3SBEEwCsIOVXrVzzyKNPrlmzJhQJXrp05Uc//tncufMEQcD9o4wxVVWx6hcvXlyyZMlLL720ZMmSM2fOBAKB7u5u3KUej8ej0cinn66eOvW1lStX+v3+rVu/Wrhw8dmz52VZ/dOfPuzo6Lp69eqaNWvmzp3d1+e/dOnSKy+//t67y/t6w6bBCOnPfUOIvXRrNF3/HaHyMCAAJBKJF154YaT7jIGDKiv9y6oVFQBOnz79i1/84mc/+9njjz8+c+bM9Rs3+Pt6TWJRzlRV5ZZZSKW2b9784K9++fHyP7W3tp05dbq5uXndunWCGN2waeODjz72xG+f+cNrr1VWV3+27ou+QI/TUfHrBx75Yu1GwgwGVlG6/rpAoPOjFe//109+/t67yzu7u3bu3vH1118nk0msWjabX716tdtdvWLFipaW1kuXLrW2tq9bt87trv7iiy8URTNN087/OiD1x1Dgaj9QLBYfeeSRnp6eAWj9DZVdP3ZigYQyamF2zIvnLzQ1NG5cv+HatWurVq36cMXHvX1BwySXLl1avXq1KIqcc9w9uGfPng0bNmASRNt6gDLza0zIbiMqo4MHD86dO/fYsWNjVT5muISS6gCAUCjU1NS04uOPTpw6efjokaXvvbth00bLsiRJWrly5ZEjRzBxzdLFS5oaGk+dOHn+7Lnly5d/9vkX7d09tBSux9VehNGyEWI3XkO2d1AaKzAeqnzLMgxDO3PmzLJly9auXXfhwqV9ew81Ni3q7PAZOr106coXX3zZ3d1NCPH7e44fP9rR0dHT03PixImTJ0/m83kA6N/BP0Iapqrj6RkDp4yYFrUIMG5oend398aNGz0eT0dHx65duxobG/fu31eUpXgy0djc1O3rMQxt587tq1evPHfuXHt7+7ZtX2/d+lVnV89NWZ5ukdRlmCphyoTyVEh79+4dFzC2v83lcvv27XvjjTf+8R//8emnn37rrbfmzJmzYMGC6urquXPnnj59OpPJnDp1Cj9vbGxcv359R0cHVtQ0zXPnzr3zzjunT5+WJEkUxbq6um3btmWzWdM0OeeEEDvlk6IobW1tq1evXrhw4dy5c2traz/99NOTJ08GAoFUKgUAPp9vyZIllZWVjY2Nq1atOnz4MJ7LtmXLls2bNy9atGjlypW7d+82TbO7u7upqWnlypVtbW2SJOH89DdRhd8pGhswLi15BQDsf1EUlyxZct999z344INz5sw5deoU2mGmaXLKgANR9fVrv/hf//pvM6tnNDU0Lnpn4fr163GCs8fvW7Rk8ZPP/PZHP/2vyVNe2fzVts1bt0yaNOm+++5bunQpoiwrpRuMxWLbtm1zOBz/8R//4Xa7161bt2nTpmvXrmHObdREiURi9+7da9eubWxsfPPNN5uamj755JOvvvpKFEUoJXAmpcTU5WJ5Sz01TmBc/nYUdayhIAhbt25dtmzZsmXLVq1ade7cOTxabtOmTe+++25PTw8rZQw+duzYjh070M64d8EYSuxk3zDGLly4sHz58sWLF7/77rtbt24NhUIA0N3dvWjRoq+++iqRSOi6fvr06ffee8/j8Sxfvnzbtm1tbW2FQgErjGnYR1eZoZhhvMFYURQc/R07dixZsqSxsfHzzz8/c+ZMMpmMx+NfffXV+++/f/ny5XQ6vW/fPo/Hs3jx4n379rW0tOCiJyiJ5zD8PAyTD0rjCsZQSooHAIyxRCJx5syZLVu2zJo166OPPjp48CDaFj6fb+bMmTt37gSAdevWvfDCC9OmTVuxYsX+/fv9fv/YtvfOgTEudcavWltbd++X1n3ZAAAgAElEQVTevXXr1v3793/99dc7d+7ctWvXtm3bDh48mEgkAECW5fb29r1799qfWJaFkRBFUVpaWjCJh2VZbW1tsVjMXp+FacNsfiWEZLPZlpaWr7/+euPGjUePHg2FQthmtIJTqdSRI0cOHTrU1dWVy+Vw+38qlers7Ny+ffuVK1dQ1Wqa1traevbs2UgkgrlY8e23O+zfbRorMEbhZIzhftBEInHq1KmjR48ePHjwypUryB6cc8MwOGWaJBPd2Lx+wzNPPrV185aD+w/Ym9w0TTMsM5VJ7zt08IsN689fvlRUlR6/7+DBg9u2bTt//nwmk7HhEwAMwzhz5symTZvWrl27e/fuo0eP+ny+eDyOtbIDdPl8vr29HQs5cuRIMBiUJAmbrKqqnfT4rgVjmxRFuXLlyt69ezs6OuwDCXw+37lz57LZrN3JyWRSFEX0+AeA8TevWHlpeDN+YCzLMg60jcqEkI6Ojn379h05cgQNdwBIJBKXL1/2+/0458U59/l8O3bsOHjwoCiK9iE3pmnei2BsF5vNZi9fvrxr164LFy5gKyzL8vv9ly9fTqVSlNLe3t7du3dv3ry5q6tLkiQ7rnBvgTEvZULFV5immUwme3t7Dx482NLSEolEsFE4bZHL5UzTbGtr2759+65du1paWtLpNLp/Y9jeO+oZ67qO29FsZMXtBJRSy7IwrymUKQjcpIRl4p4lvMfsrJxzTIjKOcdi7QZj4kNcq2VXnWGG99InhmFgrTAZCI4Kanl8Hu91Xcc0eABQLBbRCUD+G6CDJmgoGhMwLudmNJh8Pl9XV5fNM+iiXX8jZVIu/+H7HzzxyKMnj5/glBWLRXyRLMsYpKWly6AERxONOWQ8u2Kc82KxaLMfOkAYnrVfZ0c78XAh+ys8LZxzTm88rOnmdg0lt+MKxlAmbnbz7f4EAF3X0R7FJqPCxcPtsQ62uz+gwG9eMbs0vBknMOaco6kEACjvUOJYFHZ8QNM0u6Mopaqq4pOcc8yxijCMkAwl92MUkDwUM4w3GGMnYPZ4fBIFCjUtXJ+VAwDAJ/Hezip/y/TywzD5oDSuYGw31tZChBAcU8uyZFm2uwKhyu4WANB1HV0++7dj0t47HabG7WhQimnkcjn8Ck92wht0X2zAs7PQYXV5aX4bT8/Az3F/Qnm4jBCCDyMA22yEX+ErJEnCU6swj2Z5X+Oo4FtsDwmfwZzV+OQEGN8OjQkYo9jY4yhJUjQazefz9gZHHGgo6Udg/Nyp01NeefX/+bv/6amrj0VFtLr6nwHQTUMzdMqZQYmsa1hDfIv9UkRo20y0CQVDlmWbAzVNs6UFSnYn/mrAaUsDZPKWcntnwNgunHNeLnEoRygItg0NJflFuRugIGBMZ3D4OINxOdnibGMqAJimaWe0sPnHsqxsNmvrAXzePjZxQGkjoqGYYbzBGNtCCEGXo/wntvNjA7PdTHtzNtIonMVhqjquYFw+NVOeOKx86LFpeEYkL1tv/00OqhqmSncOjO3MpfjK8jMoBlRIVdVBKz2gp6CkK3mZuNpsNKDl2O8Dii1Xu+U1t6WoHHRtXV9uBIw6GPWdojEBY2TH8kCinYevnPBYN0qpKitHDx/5YNn7s998a80nn0ZCYXygfxA5M6z+BcAWJTe/tRyY7brZLi9+YreonA1sDhzw4VDSeEu5HW8wHlANKJOL8tOBsDkDROb2Fc03qRjejJ9njDcDZr5pKcV9+TPltpqtK2jpbLvyHrjZQLn9+gxK4w3GAx4rd2CQ3wY01t4SVv7bsfUUx3vOGAmrMWgkwzY9obTs4+YfjmF77xwYlws2AOC8CwAMOr+CMxDlHokNpbbA8JLiKBchW0nR0onr5cWihuU3Gnfo6drzkeVAa7vXttlY3mt8TBeq/DemsZoz5jfObto6ghBic9d1lcqhmC/IRalQKBQKhXLdSgixbUEOYFimRYk9+wUlW9guHD8vh2E7ogUlxWTXPJvNloevb8kht5TbOwPGNpVbyba7bwsFygIOXHmr4SY0Givi4wzGWCyl1J6Nst9rdwWedGsPfblRiK7SgHriM6PrkKGYYfxXU1v2NASUpkvhxmHFXrpZXduJU4Ypf3gmH5TuDBjbxDnHppX3A1K59w8AOA1qL+Mdq/be0TA1ujKsdGrjgBeX+zrlJ4qXz/vakGk/gw+UT8WXVwNV9s3f2v/iz/FDu8H4IpxihDL/oFgs8hKQ2y7+BN2SxgSMy9fl2T1fPnzlpisyEuoXSZKQVWylaY+yvaJwAB+W39tVQvPR9o14KQRdXgG8sU1s2xwcpl23lNs7DMZI5frInp3Bf221O0Bh3Y66GQXxcQZj2+fDf0nZdgx7WcnNZA+xPcs+aJDsHpozxm/L1dqA0E659wIlH2ZAZMg2QW6fhqnqeIMxLwFE+Sd4czOT25M1A3TFGLb3zoHxGFZ6RDTe5U/QLamcvTjniUTipZdeQjAe8Mww4zLUOLLBFicPw2/j1spR0jDtwgckSXr00UdxT9E91K6xIlv7IIccOnTo7bffPn78+LddrztN0Wj0wQcfxDUu+MnYDvpQfDVSfhvD521T+PTp0w6Hw16tOa7vHe9yhi/fvsdR3rVrV3V1dWdnJy8phAE1mQDjCRoZfStgzICzwX40WNHwLWZMG6Zd+IAsy4899pjtGX/X+HkCjJEmwPg7BcaoG28G4wGhmluDMcpPKBSqqanZsGEDH9ZTGWnjR0rjXf4E3ZLKgZZzHo/H7wwYE+Cs7Lph3PlN17dEtxQBBGM872SY57+1BowzTYAxkiAIE2B8B9473uUMX759b4PxNwpT85J+DAaDNhiPYi5hgv57EJQBLeecMTYoGJNS6oCRlj8oGFM+JBj3P8wGue42whbJsvz444/fEoz/u9JQYPxt1+tOkyAIv/nNb+x1ZFCWIe6/JcEQYPzflcYLjBF6bTDGgr7Fdk7Qt0hQtjiLl8D4xRdf7OzsLF+aN05gTMog+YZa3VNgjJ4xL4UWvlM0AcZIkUjkN7/5jb2Ai48q3HgP0XcNjJHs/Re4mGvnzp0DwHjAKv3bAmPGWCAQmD9//vr163E98+iq9c1pvMufoOHJFir8l1Iai8XKwZiXAfYw5QwzjuXcifeUMzIEGPeXRhmnDMouTod5+TjSMO3CFt3mAq5vp/Z3hPhgYPxtV+pO04DV1Lzk84xV+UPx1Uj5bayeHwqMx/u9413O7bylHIzdbnd7e7u9M5PeeMzMLcCYMTYBxhNk01Bg3NHRYefrgbJl/UOVM8w42oUMAGPrRjBGPGYlJL4OxuRuBGM7to9bm7q7u3FbxXeQn/kEGJeBsZ3kYAKMx+O9413O8GRvnbq7wJhTxhnhjNjNpvz6db0vGBnw2EgGiYzb31EQlH5OGAXGgHGTcZMxYAwYI2X39xJBKf8U/otg/MILL9wBMCaDTRuzMjDmN3rGJTy+7jAzxliJwTgODSMlDiRlYw03Dg0Z7NuRtcu2YAqFwsMPP4xT7MPI0agGZ3QEQ7d31Mw/HPFvGYxvbt3wwz2AxkZgEYzz+bydXXWswbj84D/gwx0LCJyPmJ9H+vwEGAPAjh07BoDxgKSTtwBj3AnOGAsEAh6PZ/Pmzf2/H2TJ6vXTPbEq/fq0/0sKzAJmAaecUwaUACVAKTAKjNu/tYORwFjJDhiqbpTSskNmWOmI7xv+UmpxsIb6ljFS/gmh+hBPjjgzV6lzLADCOf6rAWgo9gA6gMo4MAacA4zqvMxvkTB3D94nEgkMUw/IKgCjWiA6pJDc5ipp+zkCQIAxRhlYDEwGFgPKS2fCcwLMYExl3MCzJRg3gVsADHiJDfvHnHEwKRgMTA63XY0hCNn1gQceCIVCjLHytJrfdNwZ77c/CGWEctov4ZioBCfd7YtyxhnBxnKK0gbA+81EDiYHi4PFgWCT2dixoZ2GD+V6//79M2fOHMPV1HbXledzsCyrNGwlBii1jqFsXh9UBmABN0tKw05EBZRyy6I3jf0ojz/PZDL333+/fQ4Y3JixcpB2DbFdoJ9bBn7HiKUBkP7xpf3jW6ow4WChQDDot2AH9B4AMMZQtQ7AqpG2tJwwp8qpU6cqKys7Ojq+SVEDiNAbasY570ciRjgjN6T548DQ/ABKOSHMIsxiQLHn+gXENt/5N5J3AFAUBc0s0zRxAVdPTw+UjNEB6HbrrU0AoGlae3v73Llz165d218KB8ZvWH5SNuwlNYbJDhlwzoGXAo1A8NcUGAFGbgBjUvbYDXll7bRcdg5VGLgUjfUr4MEuDhZlBuuXsf4PGTcJ1Skzyj8sqaEbr6HBcihdyjhwDgA6cKsEwBKAxPs/1wAUDsCvS8jgNML3jphG+l77ARRUXdeDweBLL73U09NTvp1p1Au4xqQfrjMUAAUgACYAHhTPqAFMA2YBNwA0DqbBqc76dTRnhPeDM/D+USMAFgOdgc6BcACLg8nK/YzbIrtDDMPAfcYIS2NloQOhQOh15XFjR5YragrAgXFmAmfAgRhAjOtgjGjEweBgMDAZUBSMkbZ3yHra4soYABw8ePDtt98+duzYUM+PtH9s7VauHHgZSpXA2LDBmHE70gKcUwAdQO+3SNBzQL+Zll3lbjQ3GR/xgQqCIDz00EOJRKI8FR0MYYwOs5tgkAHmAJxRogFYwIERoCXuJ4RRalGmUzAoGAys61xBuQ1XZf12Q4CqfPhGOl522IwQcvbsWbfbjdttR1rOkD8Y1jkcTBZYydZEn4j2G6k3diTjQBkQykfK/zdrMMbYwYMHHQ4HWiFoiA/YAnpbYAwAyWTS6/UuW7astbW1ra2tvaOrvaOro4w6O9o6O9p6ujv9vm6/39/T09PR0dHe3t7Z1dPT09PT0e7raO3p+P+5e6/wOI/rYPgmuc9/kf9JPsf+4sT+0mznd9xif7Ik00WNEiVRlCiJEkVSLAB2gQXAXsXeewMJdoJgQd9F2d4XHSDKVvRet7595i3nvxjsCpQIWqDpWPZ55mKxeHfemTOnzJw5pSPg7/D7vb6AtzP4efMFvH6/N+DvCPk6yGPezna/3x8KhUKhkN/v9/l85M9AIBAKhbq6ukKhUDAYDAQCwWAwFAr5/d7HtlAoEAj4fL5O8rmnp6u7OxQKBYJBfygUIB/Ik4GALxj0+3ydc7R5QcDnDfl8Ab+/1e9r93r7vL4uv7/R72/0+fp9vv5AoCUQaPL5u3y+Xr8/6Pd7/XPAPN87b5jvezs6OrxebzAYJI91dHQ0NjZ+9NFH1dXV5FderzcQCHi93lAo1Nk5X7z52ueA+U3K6/M9fOh7+LC9vb21w9fS3tXU0dPa7m9r7/R524K+tl5fR2/Q2xPqCIa8HcFgeyDQ1xvqCXkDPn/A19UV6OsO9gcDvX5/sKvbH+ry+kNt/lBHIOQNhILeYHeHP+R7lPh//5D8fkKuXq/35ZdfttvtBI3z6uQJEOj0Br2+gM8fCgRJSy1Qe3v7w/a2VGtpb2vreBgKenuCvqA/4O0IeNu7gr6+ULAvGOzq7g51dfsCXe3+UJsv0OEL+L3Bbl+oZ77znQu8Xm9LS0tHR8fDhw/b29tv3LiRmZl59+7dJzz/WHjCK4LBYAqxyc+BoL876O8OBAKBYGcg2BEItvmDnf6gL9TVFwz1Bfx9fl+33x8MBHxdIW93d2cw1BkIdvr9Xp+v0+8PBgKhULC3K9Q3I7C8/uRAOry+Nq+vbb54aG5uXrhwYUNDQygUam9v9/v9Xq+3q6vrsZPt9Hm9fl+H3+ed1QiQVQ74Pm8hnz/k8wYDHV0hb1cwFPB1+X3dwUBvMNDr8wX8fq8/0O4PtAeCM/QcCPYGQ31+fzDF+ymhSqqaBgKBry4f5lovIhZ8Pl8gENDpdKtXr7ZarU+QD/Nd9+6evmCom7xiZgoBXzDg83a2ezvbO2dBR6evw9vZ6evw+tt9Aa8/6PMHfb6A1+v3ETz7An5/IBQIdvkDIZ8/2OkNdnT65kv/7e3tDx8+9Pv9nZ2doVCIsOGlS5fWrVvX0dEhJ2sSkt1PyoTze5QxwzAMwyCEent716xZ8/bbb+fm5n766aea7FxNdm72LMjJzsrJzkpPW6tWpWdmZqrV6vT09LS0NJU6Kzs7OzcrMzdLla1RabJVWdmZWdmZ6pxMdU5m1npN1nrSmSYnNzM3J3NDduaGbE3a2nXp6ekZGRnqRyFzFqjValUScnI0j21r1ny6bt0alSo9K0ut0WRmZanV6oyMjLS0tLVqdUZmpoo08n1a2trs7Kw52rwgN1uzITs7OztHlZ2jztZsztZszMlZk527TpO1KStriyY7TZOzVpO1XpO1SaPRaDSZmj8RzDWBJ/xErVZnZWVpNJrc3NwNGzZs2bLl7/7u7959993169eTH+bm5mZnZ2/cuJE8Ni/InQPmNf6c7KxNOVmbcrJyc3M16zdlrd+qXr9Vk7s5J3dDpjojS7VWs261et2n6rQ1GRlpaZnZGdnZWZnp2ZlpWerMLHVOlio3M2N9RromPV2lUqVnqNakqValq9eoMtPUWZnpmdlpak32o8T/+wkiNzcrKysrKys3N/ev/uqvNBrNhg0bsrLmpKv54k2jUmtU6kyVWp2hUqVnZKSlE+7Lzc3NycnJytZkarJIU2drNDlZatU6jSpNnaHKSMvMWJetTs9Vq3JUqky1OkOduS4jc3W6+tN01doMtSpNrXmK+T5hfdPS0jZs2LBx48YtW7YsWbLke9/73rJly+Y73bneq1KpiKAgTJ6EjOys9dlZ6zUajSZbpcnO0GSnZWWrsrIz1Zk56sxctWq9WpWjVmep1RlZmWlZmWkq9TqVeh1BZUaGWqXKVGVo1KpsDRFYmpzkQDI12SpNtmq+48zNzf3rv/5rtVq9c+dOwiYZGRlz8UtWtiYrW6POnvlA2iNvydJoMrNIy8nMylar1Kq1atVadYZKnaHJVOdqsjZkZa7PzNSQ9VVnrlOp12ao16WrMtIzNOkZGrU6K4W39PT09PR0gskvLysh4/mu1+bNm8nSZ2dnf/zxx9/4xjfIK54V/aszNRmqzEdUhio9I31dbo5mfW42kSE5OTk5OTma7FxNTvbatDXr0lenZaxLV6VlqNNVmRmqTLUqU52WkZ6WkZ6eoU7PUGeoMjNUmRkqTYYqc9aKP4r5OWDjxo2ZmZnZ2dmZmZkbNmzQaDRbtmxZuHDhmjVr2tvbpWRBwvkp4xSMjY1t3bp169atWq22oqJCNwfU1NQYDAaj0WgwGKqrq6urq/V6vclk0mnLSdNqyyt05RW68rLK8rLK8vKqivKqCm1lhbayQqerqEw2i8ViNBr1er1erzcajUajsaamhvRPgHxvMpnMZrPZbNbpKh7bqqsrDYYas9loNhv1+urq6kq9vtpo1Ov11QZDTU1NVWWlVq+vttksNpvFaNTP1c9c850bqnQ6na6yVFdZVllhrKzQ6yqLtVXFunKDtsJQUVlSUVmkrajWVtRotVqttlz7J4K5Rj/X80ajUafTVVRUVFRUVFZWlpeXP3jwYMGCBXl5edXV1eSHVVVVOp1Or9dXVFTMdzxVc8C8xl+pqzBUlhsqy6uqqrTVhopqY1mNUVtlrKwyGPUGs77KWlNhrtGZaqoNBlOV0VptstZUV1oM1TaL1WZxmvQ2fZW1ptqs1xsNhhq9QVdtKK82aPXGKoPJWG2wVtaYZ9b3K0NFRUVZWVlZWVlpaenPf/7zgoIC8mflHDBfvDksVpvJbDIYjXqDUW8wGWZYY6a3Sl2qlVfqdFVag15n0uuMeoPJYDXpbcYau77Gotcbq6sra/TaGmOF3lSpN1bpjYZqg7XaYJ3vfOcap16vLy0tJcKhsrLyyJEjH3744cGDB+c737neS4SPyWQymUwGg4EICpPJoq2o0VbUaLWVWm25Vlei1RVpdaVabbleb9TXWAx6u9FgMxqsBoNBb6jUG3QGY5XBWGUw1BgMNQaDSa831lSbqquM2opqbUW1VptaoHKtrlSrK53vOK9evfrjH//41q1bRqOxvLycsNJc616h01botGW6mQ+kPfKWCq22vEJbXlFRVq4rK9eVlZpN1XqDrrq6Wl9jNhpsRoPNoLcSejYYKw3GSr1BpzdU6vV6fY1FX2Oprp6RtARpRIybTCbCwl9Y2afja51O9+DBg5KSknPnzi1atOj27dvFxcXzpZ+5IKUpzGazxWKxWCyEAAj9p8RIavwmi9ForjGaDQaT3mDSG80Gk8VstlrMVovJYjYYzXqDSW8wGU0Wk9lusdpnrfijmJ8DjEYj0ZLl5eXV1dVlZWV6vf7o0aPkZPwFA3XqbuX3KGNSUJam6Z6enn379t25cydV9eixQArvIISEJCCEEELJCxs5ed38yBWMMtuHC2RQZuricRzH83yqED2p7UU+IIRSL+I47tEbgs8bz7OCwCHECwJHPktSyjVDliRM0wmKiiPESxIWhDn7+Ypblkdh5lqCdCABlgCn5ifBF5xK/ixBUZTx8XG1Wj00NPRMOpzrrmie3YggcSBxsixjBRAADzP+KgLHSwILmAFJAKxgBBQvx1lB4FlJYCUsShgwD4gDJCgiBlFECLM8pnlMI1FAImYFmeGfvu61IAgrV64kd8ZP3cmXQRKQyAsCxwscj3hBRDi16ZblpJtg8s5YBknELOYpxAsSBgkB4mSekzCWBIETEE3mK2BWwIjHwD/TemYpP1KEkMPhOHTokNlsflad0zTNMAwRGjzPsywrCMKsO2OYcdECAQADyIKABV4SeOA5iedEQRAExAiIwSKHRQ4hHiEeIREhEQkyRl/250m5qswPent7V61aNTk5+VUennXZP0e+1y85cCmABESzLCvwkogBCQrHihwnIMQjzJCGRQ5jjBFgBDTNkmKaKen6hWq2fyDM7qq1tXX79u0DAwPPqnMAIItOqq6ltM8XqoJCMoQMYwFLPJZ4LCEkCjziOIFleY7lOSyJSMQCEjkecTziBSwgWUBPI5/lWaUgCDXabLaMjAyv1wtfSipMfvJVT8YDAwP79u0rLCwkVVEx4kkjKycgkTRZASzKAkrVHp5RPjgJSMTJZzkkcjxieMTwiMxd4JNKfPaUiLqdXWtMftSvjzzzWPjCLERRjEQiQ0ND0Wg01cNsQkFzgjifhrCAEOI5kRUwL/GyxMusyLMir/Cg8MCLmJcEEUmyIGEsIMIVfwoQ54C5nif+JkrSU0aSpIGBARJnTP5FHiP1gwVBmO945lLGcz3/2KXCiAWZApmRZcAKIJB5kLECkjzj3gIyCyIrCyCiGVcW4kKNeCxwooyT3qcKSBIWJR7LXMqbmjh4kVX+6pCKcKAo6ne/+11HR0eqLuQzgS+72xJNPLOXlaVZbuaKpIgAAsiciAVZVGQMogDyzAaDOHBhLHNIFERJebr5Pnl9FUXBGCuKknLgmuv5uehzrvfONvqlKBAAEAKEAGEFY4xFVhRpEbMi5lKKjkR3yMqMaw9RsZKERRFJkgIwgz4Rg4hBFOXUQESJFyV+rvHPNc6+vr6XX355YmICISQm60nPyYySiETMi0R4zrTZ+JRnRopFhCUBYcQDYFHhkfi5i9ajexE8E+ghyTIGCcEX1G4qCJ5lWaLkUmGKUrIw/LzWKyWKJUlyOBxr165tb29/grydr1yafWpCCHE8Iv7VX3CHVmRREhFCPI8YLPEySCkfLlGWBIxYnuORgEVZftRFHWNpXuv7BeWiKArP81VVVWq12u/3w6xsDfDVlTFOhsH19PTs3bv3wYMHj2jZ5PxTe7fRsanBoZGBweHxyQmGokUsSCJCAvd5ykJQkn7jeFYj3yhJJ+3Pcy7GYrGenp6Ojo5AIDAwMNDb29vX1zc4ODgxMUFRFELo9yZPwMnwJ47jenp6Kisrz58/X1xc3NbWRlHU7Pgoce7QgvmDDCASX3GQASRAAAhmuADPeDoqICmKIsnw7EJc/siQGhJOhuWMj4+vXLnysaFNTwHP7GQsJ0CmZAmwDAgQDwgrIEkgYeCoRGS8e7DX2x8aHuqPT4TZGMPLEo6HJ/t6+vu6h6bG4ywlc6xMJbihoaGh4b6R8YGp8HicinH8058UZVkmxZhfe+21iYkJ+FKR8z8EZIRT3tQSFlmaCYfD4+PjiUSCYRgeCaI84y8qSKKAeYYJR6aGx0aHx0bGx4anxoanpiajNM3KssgLdCQ+OTY5NDw6NDY+ORVhoolndoiXk8VqEEIAUFNTs2HDBrfb/az6J/KRCEqKoiYnJ6emphJxVpJAkkCSQVJkRRYUhVNkQZERYEXgxESUn56ipqfisTjFCbwo43giHI5MjI+Pjo4OT0xMxeMUEuTHHUuf8mQ8OTn5/PPPf8V6xl/1ZEykpyTLEo7GJscmh8YnJxIUh0WQ5JnNliRhLLICT9FUJBKemByfGB2aHB4YT52MeZ6PxWLj4+PDw8PDw8NkMzebtf8QIBKjqakpOzub6KRnBZKIFFmUJUzTiamp8PjEVDxB86KERRAlRZJBBkWRZKKMeI4aHOodmxiOUzEecaKMBczTLBOnEr39fcOjI9PhKMPyCEtYlBFWeOHpTUOzy4QbjcasrKxAIAAABKvirBrw8HSFImRi25IxgCyKCAAomqV57KpvunazcM+Bw9u27yyrKA/4/KGgPx6eBJCl5BY7HI9RTEIBWQbMCTSWeFEWyA4FyRIjoHZfkKJ5RZkp/x6Px4uKiq5fv3779u01a9akpaXt2LFj8+bNly5dstlsExMTsVgMkkIcIUR+JcsyOXmQHRnZrQwNDeXn59+5c+fw4cN79uyx2WzhcJjEgRGskf1LColkA046kSRFEDBpGJMQMSAfBIHsVwAAWJYHAIqiWCYOIHKAOYxABODEqIAFAOABBCXC8owiywiDJAOIsUQYAHieJyMhXAHJCtjyl8L7/rRKWnw0EmN2OswvPDNfJRqJRACAoqjR0YnSB1oAACAASURBVNGxsTGaplO94VlRmBzHzbZ5hMNh8qecjKAAwACJqbFuEYMEgAEhEAQJEALMK0w8VlF0dftm9fuLlx8+cOn23fIEz4MiSQJfUlTqtNWGJxnEQVdo0G5znz9//rPd20+cPlKhK+3p65VkiFEIyzNno9RxQflSEMhj91WKoiQSiVRu6tlJUb6w93pCP4/vXFYQyxFNDAoMDw4ZDIZDhw7l5+e3trYiEZPDsQxKgmVkkCKR0aOHdq1bu2rdmrWrVqxZ9cna06fOMwzHcYwCWG+qXL5i2YpVK7NzNppt9UgCSfqiOer3TvaxkPoXIXWTybRt27YnhDbNFyRJisfjkiRFo9FgMHjlypXjx49X15gGhsOCCAJSFIBIeJyYqdlEFCTF1+Zvqm+/fOnmubOXHM5aESDOJgIh7+Yt64n75/nzF8fHJ59OGc81zi+kw0xh5rEPk1imx4Y2zVgCFOBZTpFkUIBNUPFYpMaoO3T8wMX8y/XNDzlekhXACAAAIR4AY8RwbNxqrMnJzFq3Kn3VJ2tdLs/09DQAxGIxk8m0ceNG4lWn1WqJJEwpFZxMIfBYmAsP5IeEhFwul0qleoa5qUGRFMyDIoanJ9vaWs+cOXf6zDmj1RGhWJoTJQBZAZplQAFFFrsD3odN9efOn/pszw6Hy66ALGCe4eixifGCwjt79+87cuxoWbl2YHAYYUmSAYuARXmu0KYnzBeSWgmS8lD3pdzUX+Cpp1TGCuZBwTwd5zlGARibipy7dHXzjt237xWX6mqqjRarzXHtav7h/XtqHRZQRAWAFWQkJ8M9QYpTEQVEBUQBs3EqxnCsBBCO02XaGk99iwIgyzJN0x0dHYWFhfX19WVlZYsXL16wYMGtW7cKCws/++yzjIyMiooKon0lSSL2cwBgGIaQTjgcJtJZluV4PK7T6TZu3OjxeARB6OzsHB0dZRhGeVQ6ECDEl9IuHMcRUxXRuxwnyDLQNAtA7loQAJAHEgkagGxRsShxjIw5CSsUA1jmASKCBAjEGI0AYqLIxeMgYyxyEog0y6QMv8QsT/YBf8HKmBijAEBRlBSrk81QKBSqq6sjP2cYhvxLSXo9kC9jsRhCaPb9BfmvKIoCTyFuHIABGRgeBGARcEgCSQLMQ2Rywml5sGeX5rmf/ubgvkt2T1OMpSURTY6O3Cu8H/L38gw01Xdezrt98cKVW7dulZYWl5YXnb94ZseunVabSwLg0NdPGSfPRlhA05NTRfcfFBYWFhcXFxUVFRYWNre2MBw764AlVlTcXfvph7968bkffO/7z/3ihR/+4CdbNu8YGhoBkIeG+w4c3vPKa7/76X//bMm7H9y5VxGjREn8ouD4vZN9LCh/ZGWsJPWTwWC4efPmvXv37t27d+Lk2cpqZ4xWiPARMQcggIJlgR0bGLp28drJw2fzzt+w2+v7BsdEAIpjtZUVa9et+t3vfvPb3/56//6DIyNjkggci79uylghVCRKoICIsCxKselweVlJXv654ooHD0pLzl+6YnfU8oKMEQgCJnfGAHh6avT44QMLnn/hpQWvvLPoXX21gVhrIpHI8ePHX3rppeeee27JkiVWq3X2xjdpE34aZSwms039MZQxKCJPRQ1V2ruFBdeu37x6syD/RkGlwcIgWSSB80gEkAUm0drgsRirrl67dOzE4U1bNrprXTJIQyOD5y9euHwlv6Ss9Or1a/sPHLp2/Wb/wBDCkoBkZe44+yfMF/7HlLHE06BgSWBFLESi8Tv3i99Y/N65/Jtdg+NRmscKMCzvdNju3Lzma2sGCUUp1lXfWnC/2GSzj4yN0iyFMAuA29qbrDbj0MggxdAjE5Nn8/Lffu+jjdt2VVXrp6am4vG4yWQqLCykabq7u3vnzp0ffvjh6OgoANTW1r7zzjvLli2rq6vjeb6np89gMJWVVQwODgMAQuLo6Hh//+Do6LjbXdvc3OpwuFSqzH/5l3/77LM9jY3NHCdMTYVbWh6Wl2urqmqCwS4AwFjiOCEU6u7p6fP7g3V1DcFgV29v//j4ZG/PoNXiLC4qpxJcNELVehpv3Sz0dgZ5TgQFIuFEdZWxtERr0Fump2KgAAAOBDu8/d1DE2Oemhqrrqajf3yClQEDUPxEgis2mh7cueVvqY8npiUQeST09/fr9XqdTtfb25tay79UZawoSoqxIXmnwvO8y+W6f//+3bt3iTEHYxyPx8kzGOPBwUG/3z8wMODxeGpqapqamsjpmeO4vr4+smNzu90AmGdG2cREKDDq9Q9ba00NXrcEoMgAMog8J9C9+qqChb9d8qDQwokgKJhKRLxtD8tLdZNjsY6HXTu27t+x7YDF7BQELAgcxcRC3cHcDetXr0nvH5qOUejrqYwRLyBeaG5s2pC7vry8fGpqyufznTx58vKV/PHJCSyJoixJACxPeb2Nbmd1rcduMRvdTs+xIycddg9Z0pLS+6rMtOLSIpe71ufvHp9kJYA/F2XMsizHcRMTE0eOHDl37tzw8LAoitU1pvWb93YGhkUFEhQDIMqYxmxsenjg/LGT546fM1XZ+nvGEQKKxQkODY6Pnzx94uy5kwUFtywWU1/fgCjKc9iI/8TKmHAZx7CggMDxdIIKen1p69aU6orjfKxnaODA0RMXL1+PxFkFQBSJBw+iYlO68qLPtm2+deVao6upwd3EMbyiKKIo3r9/f9OmTVevXrVarW1tbYODg7OnIyYzKs81r7nwALOUMcnA9WyVsSwwA92BE0cOFt65PTg0MjAyfrPwwe5DJ3w9Q5wIEgDCEkZ8dGp8dKAnNjWmAG5ubcjKztRVabGERsaGN27etP/gASyJU+HpO4X3zp670N3TpwDEE+wTkn48Yb7wP6aMQeRBEUiqrIdtHa+/veS1N9+djHPkZlRUQAFgGWpqfEiIR8aG+g1mx+Wbdzdu27V+69ZTZ053+toARJ+/7eq1vOs3LheXFt28U9DhD+w/cuK73/vxe8tW3i4oJPZn4mSPEBodHd2/f39ubu7AwABN0729vRs2bFizZo3b7e7v7y8pKbt8+UpOzvrt23d6PHVOp3v16rWffbZHq63cvXvvlSvX7t69v3TpB3//999QqTLv3Lk7MDCk1xvz86/u2rV727YdZ86c6+jwTkxM3bx5W63OOnny9LVrNzZu3Jybu2HNmnVnzpxrbmo7dzZvxSer8y9f9/u6Sku0Gzds3bRx29Dg2MR4+MH90m1bd+3csWfTxm3Xrt7q7e5pqnepM9etW5+jNRkfXL68Izt377krgzEBEEwFuq/dLzuWf23P1s0b0j992NYYpSNdPd3l5eV79+7Nyck5efJke3s7QftfqjJOPYCSzvnd3d3V1dUFBQUrV65cvnx5SUnJ1NQUka3ktrWzs/P48eMZGRkFBQW3b9/ev3//jh07AoGALMu9vb0VFRV5eXmZmZnbtm1z2E3edufenZtVadu1Os/uw9uPXTwgiEAlQBRAEliAiTpP+VuvflBVUS8CcDIXjUy67TaHzT09kbh88dZrLy25nHcbCQoAiCIi1ygFhXe+9/0fHj52HknEi+frpIwlmShjjmFv37z1/ntLOzs7AYDn+YsXL27euqW9s0PASJQlFgk0G6eoCZ6dBMCyhH2d/ju37/X1DiEkBoP+las+/sd/+ua69LU3bt4OBHsFDNEE/nNRxgAQi8XcbvfatWuvX79OzCrtHf5X3/igqMLGYwhHYgCiwEap6dHq0qLVy5afPnK6uKDMpHeNjUVFgIlIIv/mzR/95L/eevv1HTu21dV5OE6gKIZKcJ9bqj+HP70yliRJ4HhQAAsoGo4U37v/5qLXOwJtIuAYS5/Ny1+/aXt9UxvDYgUgGpmmEuGB3mCuJuOH3/u3FR9+dPfGvcGeYSyIkiQFg8EVK1b8x3/8xwcffJCXlzcyMkLGRny4UpMiyePmwv9ckLofdbvdJDf1U9D541+qSLGpMUNlacaaVcVF9xUAEaC8yrRsVVqF3jpNcxKAgESBZzk6KjEJBdGjY4Pl2pLLVy71DfROTk+MTYzmX73y6ZrVl/Iv19bX1dU3Ol2eqemIAkAzAsLS11sZKxhEVkEcRrzFav/mP303LXM9jQEBUFiO0wIWZYZOCGxcpOONta49B4+WVlmcdS2FRaUZatWFvLNj40OFd2+ev3BqYLDb6+88ff7c2FSkVFfz61ffvnL7fiDYxfP81NRUaWkp2Z2Njo5mZmYuXbq0v78/FotZrdYPP/wwIyPD5XKZTCaLxeb3B2tqDMuXr9i7d39NjeG5557/3e9edrtr798vam1t83r9W7duf+mlV3S6qqmpcG1t/d69+wsL7zU3t9bUGFSqzEOHjnR2+vbvP/iLXzy3d+9+h8OVn3918+atP/zhj9LSMsbHppub2nJzNv32N6+4nHW9PYPlZZWvL3zLaLB63A35l6+XFFfYbe4N67esWZ3ucbnrnOY333rtRwteqLSYJ/zes/sOvrpsnakpKE/FC06dOXzhWmPPgNtsyFn9UUnpvZ7hngqd1mw2e71erVabm5t79uzZwcFBcp/9F6yMifcc+WFpaemBAwc8Hs+tW7eWLl26YsWKtrY2SFqzJUlqbGxcuXLlj370o6Kiou7u7uLi4qysrC1btgwMDIRCIYvF4vV6zWbzkSNH1udmVusK3nztpV/89HWHM1Bafb+o+o4EwNAAIsiIYxPespILLy94s+S+HQGIgKenxkw1+s52/+RYbFPu7l+/8LpR7+I5JRKJybIoYJ5mKU9t/b/86/dffu0dVvj6KeOkmToejW3fum3J4neIsxjHcYWFhSs/XaU3GgSMFABG4BUQATiQEyS8p+h+cUVZJcsghMTJyfG7926nq9Y+/+Ivf/n8izt27p2Y4rD8Z3MyBgCapktLS99++22j0YgQEgRhYHD01y8tPn3xDo+B4xFRxpGxgc0a9QaV+kHBvbNHL6StyT548HT/yJQgQ6XBvPOzHe9/sORnP/vJunVr3O5aSVK+tidjcmcMCsiiFItE9+zctWrlJ2PTIwmRirH0vZLyDz9eVa7Tk/ty4k3N0dGy4ruqtZ/+8mc/f/7Hvzy679jk+BQAUBRVWFio0WhefPHFH/7wh1u2bAmHw+TiTJxV0kCcu8DJXHiA5HkaAIgyDgaDT0Hnj3+pIokcdb/g2opl75eXldAMJwLYPU1vvvfRnWLtZIJJrrsMgBOTYw5zdXrGmjfffv3q9SsktIdHXKfPu2Xb1v/4/vdWrFpZUlo+MTktycDxiOPFr7uZWkEsyDxIwuTE2L37Rf/P//u/9h09PZXgORk4GUTiDo54BbHh0f78i+dyN29vCw0ggHCC2bZr59q0NXaH+eatKxs3ZV+9dqmnr3tgZBgpUFZt/miN2l7XgrASj8etVmtVVRWhg2g0umHDhm9/+9vr168n2WF27tzpcrlaW1vXr1//7rtLV678dP36jb/61a8/+GCZy+XJyFAvW/YxRTGxWAIABAGfOXPu3XeXNje30jR79er1zEyN1+sHAIpi9uzZt3ZtmtFoNpksb721+Pr1mxhL8TjV1NTyxhtvHjp0ROAlgZfOnc37yY9/3tkRwEjxeUMLX3sz7+KVWJT2eUMN9S0ed0O2ZsM7i5dazZZEeOzwkT1LVq1q6GgHJJTfuvWzV94rsjT11reo3/+wxt2cAACB6qy1OF2m+of1b7z5+vLly7du3free+9997vfValUxBr/l6qMFUUhrpsAwHHcwMDAnj17du7cGQwGOzo6SktLHzx4QCIR5aSX++Tk5IkTJ1599VWPxwMA4+PjFy9e1Gg0VVVV27ZtW7RoUVZW1urVq19//fXf/ubFpjrTwT27XntpZWPjEIUjk8zwjJlaAlBEgfVXVea999byam0DJ2EB2LaHTVajaXI8PDI4tfJj1U//60WbpZFlJOIloIDMI25waOQH//njn/z3r6YizNdOGcsKiBIoEJkOb964ad2atQBAUVQsFquoqFi+4pPK6iqW5xQAimMVEEUxIeGoIgugSLdu3G5tbgcFEgkaY2E6PD48OqCtrNi4acubb71bWm5mhT8bZUx8CLRa7cKFCx8+fEjelaD4372y9NCJKxQHWJRBwVxieiDUueil31w+fSYyMtnrGzh7Kv/DD1fnX7/HSoAUSNDxunrXZ5/tfOutRTt3ftbT0wfK1/HOeIbLFCDVQRiK3pCds2nTBoqP0zLDy2KV0fL2kg8qa8wKzNybIoGeGh8aGeyJTIyaq/Xpn6S98dIiXUUlwzDkNnBsbMzhcKjV6hdeeKGmpoZYKGGWV+wT5jUXHmCWUw6p2vTMlfGD21cz1qx0uxwMy2OAhjb/2+8vv1rwYJoSWKwwLA8gg4KFxHS9y3Lq9NEVqz5WZ6nMVhOJ8gl2hYpKinfv3fP+hx+oMzU2u5PjkSSDgOSvvQMXnwCJAwXHY5HikrL//Z1/3fLZgWlGpESgEMwEx8siKLg/2KFRpWVo1vdPxBBAgsOXr13/aPmyCm1Jc0vdzl1b/u9zP0vLWGe2OyIUZ3LWf/hpRmGJTgGgabqgoIDUuAiHw8PDw5s3b37zzTevXr1aUlLidDqDwSDDMC6XKysr69atgnt3i8tKdTptjdFgHRme2LVz7/tLPxoZnmAZRFM8TfHnz11a+NqbdbVNvT2DO3fsWbM6fWx0imjZwjsP0tapS0u0DfUtby5658zpC1OTUY7FgwOjr7z8+uFDx+MxVuDl06cuLPjVS/19IwIvNzY8fH3h2wcPHJNEaGx4mH/5xo3rd9SqnDdeX1yp1U2PDRw7vv+9tWucjc0Qm9bdLvj5wg+qav1N1aZ3X/y1rcUfAQDMgERHY+NV5qqPP/no7NmzZrNZr9dXVlb6/X6KoqLR6F+qMgYAQRCIFZHn+a6uLrVanZOTY7VaW1tbyfeCINA0TTDAsmwikSgqKlqyZIler8cYh8PhGzduLFu2LC8vb9OmTQcPHrTZbGVlZcXFxXabaWzIf+vKlTdeWWs0elk5zkB4KsIJPCAWRJ5RxC6L+cbi1z+s1tUzmOsdDeq0pY21dTwjjo/ENuZ89l8/eK74QQ0oQFEMx3EJOq4ABIJd3/v+f63LWM/jr9/JWJQULIIC4anp40ePbchdLwgCcS0uLS1dm7ausbmJZhkFgEUCJ9AADADN87HOjtab128N9A2DAiS+j+USnEArIDe3tKtU60+cusr9+ShjEnFntVoXLVrkcrl4nmcYJtTV/+tX3jt3+UGCBYQVWRLo6ERbg+ON375YXVwCGABBc4NXpdp88Oi5/rFwmOEkRQQQY7HI2bOnt2zZ9vBh+9fzZDyDT1khZmqB4w/t25+TowknphiFnWYSxRWVi9/90GhxCkgJR2IMnSBlqUAWQBFBAm9jZ3Z6ztX8a+TCiJTpA4De3t5NmzZdu3YtpYwJS8rJ0NjHwhP4fbYyzszMJIL9qRf6kZcqUmRsoPjO9XWrljvsVgGJFC9a3I1vvv/JjfvlcV7mJeAFLPAsGw+DIiiI5viE2WpYvOTtTVs2hqPT05Gpy1fyi0qKR8fHLl/JX/bR8u07dnl9gRmfx7kLwzxhvvA/aabmqagksAByW3vnL57/1eKly4IDwwhAkIHDsoARWfjJkb7tmzcseX/ZeJSJMcJEOKarrF756YryimKE2YHBntKyBx8tX7bso+WNre12T8NvXnvLXt80HaOGRob37t1NJWKgiCLPTE6M7dixIy0to73DL0jAixLDsZKEDfrK9blZ169f5zghGpkJB2RotH3bZ2+8/nZf3wAAEOfkCxfyXnxxQUtzeyScOLDv8EcffjLYPxKL0gBQWVm9cuWnOl2V2127dOkH16/fjERikgjRcOI3C146uP9IeDoOCpw4fub//uKF9jYfKNDe5ntz0Tvnz13qaPfv23vozOkLoWBvwe17nyz/1Gq2KCJ3+Mi+91evbvP7QRRMZRW/eHlxgdbS7nC/8J//3/kbhWERQBJwfBxhplRXsnjJ21arlWVZiqKIFYg4GP+lKmMyLzJHURQjkYhKpfrggw8KCwtJBDmx0s/ajMuxWKSgoGDRokV6vREAaJq9cuVKdnb2vXuFu3btOHPm1PDwME3THCewDMUmJs4cO/bmwlXNLYOsxCDgBDHpwCXQACMmw63n/3uBtswuAgT7AyWl9zvbO3gWUwm+5IHulZfePnP60tTkjBgSBAFLYlFRyb/9+39qtUZF+bp6UyswNTF5Nf+KOkNFyqZGo9Hr16+nqzIGh4fIyVgCYDiapicBaIGnLGa9yWCkEwxCIsYSTScAZLL5GBgcvXGz8ObNEo77s1HGAMAwjMfj+eSTT5xOJ0VRiqIMDI6+9Np798tMgggIKwAyS0XqnNZPli4pv3uPT7CyAN72rrR1mt37jo6H4yKAgBHNUgrIZRXlp06d6e8flGWYceP6HOT/GWWsKI+o4S9XbeJZDhRgaQYL6PrVaytWLJ+MTiAQR6YmSnS6jKych23eZJ1EWcQsqekUm5yUeRFR+OSR0zaLPRUiiBCKx+M8z1++fPnu3btESafiHZ48zrnwALOkwR9DGYPI17tsaatXVlVqsSgnWMFkd69My9LbPEQfkT1LIjIFChYFmmXpBB3ftGXjoSMHB4b6fb7OjIy0/PxLGAssyxYVFe3es89md7KcwAvS18VMncL+0NDQnj17ioqKSBcYCwAyQjzJnHXm3NkXfvXikWNH/cEAmbYoovGxoY72lq5AR3lZ0TvvLrl+4xbLCYNDI+fOnbt165bX21FfX9va2iwI3MOHD9esWaM3mOrqG99evKTKYGQk5Ux+nqfWgdmYRIdB5gaCvjOnT2qyNw6MxyIc0BKwosiwsdhE3/YNGW8uevXChQtabWV1lclocDC0mLYuc/nHq0ZGhgDEWHxKAXTm7IlXX321peVhLEKVPahY8cGKU0dPgwIMRV84f/b8+bOBYGdjU+3777937Wp+eGoaFOgJ9C5fuvzA7oN0golG4wUFhT/60U8GBoZEUa6ra1iy5L28vMsPHhSvWrU6P/8qxtKJE6cWLXrLaDTGY5GdO7d/ui6tqaUZZPna5fxF7yytNFjoSOzthQu/+e3vXMi/ZjTUlD64290damxuePfdd99///2LFy/a7faSkhKXy0USvD0TYn2GkCKJ1KXv4ODgsmXLgsFgaueb+u+TmTYVRky8tCoqKr73ve+98cYbJIHt9evXh4eHk4/JDB2VRO7e3Tu//tVvqisNPIt7ugdOnjx96tSJoeG+i5fOvfCr5/Yd2FtdY7hTWGSzusLjIyePHHz7rfc6/b0MFhDIAyPjCoCIBZBYzEzU6O4te+/D0pKqGIPrmh/qqipHRobIyLq6ejZs2PTxx59UVOgikQgZbW1t/ZpP1+7ZfaC/b0SWPi859wX4vaiLRqPvvfdeZ2fnk0NE5gJ5DgBFFhhaxAISOKvFtHfPZ3fv3lUUpbe39+DBg9dv3GJYPp6gO73+kYlJSZEpOgqAR8cGL1/O6+/vTSQSKXE5PDxMJG97e2d5WaW3M/Ro0cBHYL7jh6QjPaEQo9FIkn7Mt58n4AcAQqHQiRMnzp8/Hw6HWZa9eatg977DoZ5hCaDT629rawOQe7pDR48c2rl9h7ejExSwmKw7t++qqamRJCmRSCBZkQAGR8eqDEajyTI5FVYAZrISzSyaNNNmqqzOD4aHhxcuXDg5OUlwwrLs09GDoigsy5JOSCBvU1NTZmbmvftFEsDQ8Oihw0dvFdwOh8PRaLjtYdPY6CAAZujYxPgo2b21t/nvFhZ1dfWQO6NUbz09PZcvXx4aGorFYik9mkr79QT8PxbIcpODdUNDQ3p6el9f3+zN6Fekq7mel0Q0PjZy9sypo0ePTk5OTk1Hbt4qOHf+YjSW4HjU1Nw6MDCgKEokPFVX65ZlUQJobH2467M9hffuAshNjfU5mRl7dm6TEQeiYDTUnDp1qq6+kWF5RhAlAGme9A/Jm/VU2kuEkMlkysrKIsp49nKnjjFfSRkritLT07Njxw5yMsYYE2cQSRFJBo84FTt69PCSJYvXb9AcOXpg/77PSorvtbc19/WGODbe1xs6ceJYWlqaRqM5derUnTt36uvrA4GA0Wi8d+/eiRMntm/fvn379uHh4f7+/qVLl2bl5pTqDbuOHOj0PgTggI9M9/nOHN73sx/917/8+w8v3rjf0jXMAogAksyDMG3SFf7yFz/65je/8a1v/eMbry++cP7qg/sVP/nxL/7pn75z//5dlotT9HSF9sGCX//yG9/4+9279zbWt0wMTp46fGrNitVbN246dODg9WtXHE5LW3tTTq763/79u6tWftJQXzvcN3Ti8PHv/5/v//b531rNtpqamrfeeuvb3/726dOnOzo6tm/f/q1vfev9998/evToRx99tGrVqpKSkv3797/77runTp0qKip6/vnnf/CDH5w9e7a+vj4tLe2f//mfs7KyJicnr1279uKLL37nO9/527/92xdffLGmpmZwcPDSpUsLFiz4m7/5m2984xsLFy68f//+7NQtXx/4cmqt8fHxFStWeL1eYhclkMrC8YSuSAI1jDGRAl6vNzc395vf/OY//MM//PznP8/PzyePTU1NUVQcQGCp6XNnT//0xz87sO9w3vkrZ89cPHHilNvtjCfCBnPVkvfe/rf/+Ne//1//8KOf/nLvvsO6kpLFb7z2j//4rb0HD3QPDCOAKEXziAPAkanhqtJ7a1d+/G/f/T9rVqdfvVlccK9CW12VoKOEkikm0eFtz8vL27Fjx4ULF3bt2rVvz/6jh4+dPX2uubGFhMnPd6dM5BHGeHJy8rXXXuvs7CSI+kPXI9k9KLKCeXJWGxsdLrxz+8CBA8ePHz9+/Pjly5cHBodlBUpKyzdt3lpUpo0zLMYCyyU6O9tLSooikWlZFhVFIWfKo0ePHjx4uLxc63J5fL5AQ+2JQwAAIABJREFUIs6K4jPLUZwCIp1tNtv27duJE8AzAbLDEwTB6XQeOnRox44dhw8fPnr8mN3hkQAmp8LZOevVmZqh4ZnwyL17927btu3ggX2X8i5U6ioG+nt7Q/6bN65t3bnr0rWbBou1pb1jeHxixglGEpNW6tn5B58mA9fIyMjChQsTicQTaOYrQoqKCNOFw+HS0vJ9+w/v23947979ly5dam9vp6h4Xa1zz+7t5WUPopHJUChw5MihLVu2Xb9+02pztbX7OE5gGKaxsfH48ePbt2+/fft2XV1dc3NzPB5Hs4oRPPVoyQ9JVy0tLRkZGd3d3c+O/kEQhEQiYbFYjh07tn///v379+fl5blcrr6+vkgksmnTps2bN0ciEZfL9cILL3y6eu2xU2fvFpXqDSZfwA+yMjw0cPnC2WzVui3rNedPn7h44VxZWUk0GlcAeHEmPP3pQE6mnMMYm83mzMxMooxnYzUlJ3+PMk7ha2BgYPfu3aWlpeTHJGuJArKkiIlETFEklqWHhgaOHz966NCBHTu3aHWlQ4O90cgkgIgEZnR0+Pr167t27SooKAgGgzzPcxw3PDzc3t6en59/5cqVhoYGgtMHDx5cvXnD87BNZzYk6CgAB1wkMtxVeufGptycT9eqbtzXtnUNx0VAAEigQaG46OBAr//0meP79++/W1g0ODBRXWXZumWXWp11+/bNqenRBDV1u+BK7voslUr12a59NrMLJOgL9JXeLzm0b/+ZU6cDfi/CbG9/18nTxzZuyjl0cL/P2zHQ3X/pXN6WnC07Nu8sflBiMpnWr1+flZV16tSp1tbW06dPp6enHz161G63V1ZWnj171mg0NjY2lpaW2my2O3fubNy4MScn59q1ayaTKS8vT6VS7dixo6enRxRFu91+8ODBgwcPVlZWpnJ+Wa3WY8eOnT171mazkUwmxInxsTDXDvGPDSllnEpEOjQ09MEHH8w+GX+BFh8LkMx/m/pVNBo1Go1Hjx49dOiQXq9PWelJN4iL8UykpPjBB0s/PLj/yK7te8+dzWtubiXSUAEcCHnzr17+bPfewvvl4xMRu9F4YPfOnBzN6fPn+obH4kiQAFie4bnExGhfUcG1rRuy09es3bVz7+nzNyr1jp6BfgGzCshIFIiQHRgYIMu0ZcuWkydP2+3OyfEpkrM6Hk3Myk78lSCFEIZhXn311b6+PvLnfNd3jo24pGCkYB4UCUCWJTw40KfVak+cOFFWVtbZ2UlUSHPLw6Li0oaWNhZhADkamyK1unmeBZARQiTHzpkzZ3bt2n3v3gOfLyAIGBTgeTSXJWC+9JPKIEHSzJlMph07dtjt9vn2MxeQ4wjhnebm5ry8vPz8/Nr6uqnpmATA8ahCW1laVhFP0AAQj8dbW1vz8/PPnD5pNhnC05MAcmRyrKpSu2P3notXrrvq6qeiMYno22Q+UUmRZVn8vClIVtATxvNYGBoa+s1vfkPTtJh0Y4TkneC8AJIaTpZlYpMHgLGxCbPFceToyRs3bg0NDUmSJEm4v6/r3t3bHrddxNzIyND582d3795bUlLW3TPAC5IgYJZlOzo6Ll26tGfPHuKsk0oTPXsuxPwz13jmOikSuUFMfY2NjevWrUtZa+dFV084iRLmamlpuXTp0tWrV9va2lJJCO7fv6/T6WRZHh8f37dv3+Yt287l5dc2tvACxpLI0gyATMfCpprKA3t25Z07rdOW9/X1AIAkQ5zhkQziPOk/xfLkiIIxFgRBr9c/Vhmn4CvlpgaAoaGh3bt3FxcXkxcoIMcSUSwhBWRRRBzHEBHGsnQsFhkdGyQELGKOpKaHZAKHaDT6hXEkEgmieyDp/s4jAQEkMK+AKAoJITYGOIGoMEclYhQfpsWEBLQEgiSDgkCmAWgAIRyZEASB2F5oCpPNjCBwpEgLRU+TDezI8ISEQKARqV/DxBPTk1MAsgJiODopYFYBkWEoABlk4CkOJBBoPh5NkOExDJNyKSSDJywRjUZT7khksmIyvVTKostxHPGGYFl2amoq1UksFiOrxbJsCjnEfenJq/MnhFS+s7GxsY8//pjcGae4Qn40AfqXgUyTIEdRFI7j+vv7m5qaKIoiJlMAiMViRHazLA0g8Ezk7JlTi996x2SwshRSZAAAhqFYLiEDUkBEoiAgcWYbK4p0dFoQuInwtAhAiVgCUJIVezAd4RIRECWBl8JxUZy5SU2wPJOiZzL4SCQSi8VIllNQQMKyLD7NPllM1sDBGL/yyiskr8tTZ/D+EsggiaCIoEhI4IhKJggk8gthieTNJ3fGgiQDyLKCWJYGkEmxMjm5PZ+enh4dHacoBpFiNQo8QxeF2VsTRVGMRuPOnTsdDsczewGAJEk0TacUVSwWIxNnkZTyxxElJbUtYFmWZSiBZxEp2qaIDJ2IUnSEYjkskiS+vCjNLrbxh5+Mx8fHFyxYQBicSIynOybKX9ofky8VgLHxabKCGGOEeAARI5YIZEHgpqcnKYoRBMzxopTM7EsGQy6MU69Iqd6vYgGaC1LWWgBobGxUqVRP9qZ+ClSk8BCPxwliyUsTiQRZ6xThjY6PRWM0zWNi5KLiCbLuIGMZcUw8IvAs4SCWE1gkSfO/M04NZnZeI71er9FoUumMlOStSgp+vzImCrK3t3fbtm137txJdiGTO2OE+NTnSGT6UTKVEeLJzUpKwkpJjyRSVUlM1lNTUnlWARQAQVFEAABRQgygBMgciAIosgSAAAQAVgasyACijOIgJZI10QAUEHg5EmaIKyyALCCaoqdlRSA8I4kzZeSAfDHDXrIMmEcMJ9AKiAAyy1BcgiU1HkQOgzyTvJqMkOiSlP/hbLyT3R8ApBJq8jyfunokMFvjkg8pPHzBOj0Xsf6pgAjTlG0ZkmbqQCCQOivDrMyUc/WT+jn5STgcDoVChD8FQUhtzmCGgWVRSFCxiYsXzr216O3CgvtUjAMFOE6QJAwgyoCQyJGqSkgCjpdAlklGGnKs4QEkACwhjBiBjYLIgoJBAUUGki1PARAlXpZFjAWGoWRZBIAU0QIAQqIkKRhLGD1JUjwBbwQnNE2/+uqrxLvqyXfMj4U5XisrGM3MVyRFex5hcizKLCfICkgysEgSATAm1C8DyNFoWFFmYkBnv0JRACGRXBjPd75PGH/qVlJRlMrKys2bN5tMpvn2Mxek+Ci1Y8Z4pnIRLyoKAMcjggo8U82JcKJMUKfIIiiiwLOEbIgmxgogWcGSiCUx6Twl/YF3xkNDQwsWLCAZKMlIyIDn28/sQxg5b82czPDMroGcAchyK4ABRFHiRZEE3YIkKSzz+JK4SpJoCb9LszxCnkC3c9GJlAwyFkWRZOAiSWme7gT8ZSAhbXLSH0pJJvjDycJWJG/JzAEJQAFAMmBRVgBIzmrEUiLPgCISPgJST0GeoYH5+kyk5psS9aIo6nQ6jUZDpJyYLE00e16/30xNVObg4OCuXbtu376dPAiGiZcWRcUxFpKrKzMMJQgcxzEUFWcYCmNBSUpwwiFE2SiKQrJGk9NkykeAvItmmTjDiuR2ThRAEUDmMUshgYsn6DiLBAAWyzTPYZET2Cjmo6JIY5ElJ2MpqWJlGUQRyYogyTwApplYPB4HBRApW4wVkcNYQBhjQeCQKJBc2TQbB5AV4qEqA6IQMU5yHEdSM6aiY1mWFUUxkUgQkk3VDWRZVpIknucpiiIYJ7MmFxtjY2MpXwkSvKQkdTz5OeExlmUZhplvibE/NpD7BcLzZEb9/f0rV67s7u5OPaMkZSJ+YonGlARRFIXYDFiWTWWcJg9QFDUxMSFJmIpNVFY8ePml337rH/735o3bekID5MQmyyKAyAoJlqcUkHkBRxOCAoAZhqdiFBVnkUALYgIjFmFJEQGwwEZBEQBzHEUztCACUBzwSJCVGRomzomKokSj0ampKZ7nOU5gGI6wDBJkimLmW1INkofCycnJZcuWdXR0pPZzz2J9kYwEkpuW1GPlOYYAOSMqQMr5AMPyNI8lAJalRYnnOEaWxXB4isyXLC7P8zyPeB5hLImiLPASy/JzlVCcL/2QNSUfEEI1NTU7d+40GAzz7WdORCRlH+EpEtokyhLLYUYQFQBRUoiRgExWkiRyMpYlPLOV4WhJRHGGpQWRERDNC7woSQCSIpN6t1gSRRF93iRelPgnjOex0Nvbu3jxYnJbQXaxZAM63/kSXptdOZ6oH4bhAIDnUSoYgaYTkiwgzGKRkyRMkMNxgiQCYVVBEEgFaJqmKYoiVjpCD6QSJdk+4mQd1XlBqrpwIpFwOBwbN25sa2tjGOaxTPQEufGE/sksCMETSQuz7A0EvQghIpxphpMAsDhjV5AlzMRjICE2EaUSEYFnEUI8zxO1zfFzlgSdazxkYyQmJT/GmGEYnU6nUqlIuSpyKE1h9Ssp45TumZyc3Lx5M7EpuVyuWo+rrtZdXaWrq3V3tD90Omw2m6WqStfa2lpXV+fyuG0Ou9Ptqmuod3vqXB53Q0ODw+Gw2WxOp9PpdNrtdpfL1dDQ4HQ66+rqbDZbbW2ty+XS6/V2u91ms7k8bnetx2w2Wi0Gj8PqtJo8DmtdrdvhdLvrm1x1jc7aOqvdZjYb3S5bXa3D6TLZHYb6+lqXy+N01JlNDpPR7nC4zGaj3WFyua0NjW673epwuJqbOs0GZ41WX++qa21oqfPUulwuq9VssZmddS5PY22NodpqtTqdTpfDabNYTdXGRk+DzWJ1Op0Wi6W9vd1oNNbW1trt9sbGRrPZXFdXN4OT2lqXy1VXV+d2u81mc1tbm9PptNlsbre7sbGxvb29pqamubm5tra2qampvr7e6XS63W6Hw2G1Ws1ms9Pp9Hg8BEukN4/H45wD3H8iqK+vJ3NsbGysq6szGAxarXbRokW3b99OTcRms1ksFqfTaTab5+rHZrPZbDar1Wq1Wm02G0Ggy+XyeDyEVIxGo8fjaW1tra+vt9ksTfUOq6mytKSo6H5xeanOWGM1m+wGg6mhoc7htNicproGd11Drd3hMlk9DmddvdPZXOdubm501nosTo/eYXfV1Tc2N7icFpu5qrXO4bQY6lxuo8HqrG03WGrNZrPVYnA57XW1bofdqq+pslqtzc3NLS0tLS0ttXUNFqvdaLI4XZ7GpodNza0ul8f1OJhrvVwul8FgsNlspaWlr7zyyu3bt00mk8PheEbr62zwuD0Oq91mcTnthDdra2vr6uqcTqfVajVbbA6nu76hqam51dPQbHd7nE67p9ZhtZqdTrvdbm1qaiDU29zc3NDQYLc7bTZHQ0NTY2Ozy1nndLqdTvczocP6+nq73d7Q0EBwdfny5fT09AsXLsy3n7nAbrcbjUar1erxeNxud21tbUNDg7vW09DYWmOy2uxOu8NFmtFobGhoICOxmI12m8XtcljMRofF2NLc6PDUOmobnLV1Dk8tae5aj6eu1uVxuzxut9v5efPY3R77XOOZa311Ot1rr71WUVGREhoul+sp5ltbW1tfX09Yj7AP+dLt9DTWN3lctU6ns76+3u60ma2mhqZ6u9Nmd9rsTofVarVYLPW1dY31TVazzWKxEIHc1NREWJsAIV3yLkLhT7MqbjeR+XV1dWaz+dq1aytXriwuLjabzY9loqd4CxEgNpuNvIXIZ/JldXV1U1NTbW2tw+EwGAzNzc02m83ucNXWNTgcLpJu2Wo113pcD1ubG+pr6+s8HpebTNzpdjmcbrtjrmHOOc66ujq73U4EeH19/f/P3nsGV3ll6cK/p6prpuq7U9Uz370T+k51e+6dmTtzu3u63e5gu52wDQjliADbGBtsMkLSyUEiGdsEE022yTkokJMQIAkJEMooZ+nEN+y81/djn3MsYwtbNHY183nVKUrn8J59dn72XutZaylAWb169fTp01UiZ3UHY1F7/LcFY3Xo6OvrmzJlyrPPPjtt2rTExMSU5MTJWRkpyYkZ6alxE8fHT5r4zjtvx8fHpaamTpo0KSUtNT0zIzUtIyk5NW5SQlp6ZmJiYmpq6uTJk9PT0xMSElJTUzMyMuLi4pKTk1NTUzMzM9PT0ydOnJienj59+vT4+Pj09PT09PTk5OTs7KypUyYnJyWkJCcmJSVlZmamZ2ZMmDgpIyszOzs7KSkpKysjLT0pLT0+OWXi9Olvjh8/MXvymxnpU1KSM9LTM7OyMpKSJ6WkxienTEpLS0lKSpkUl/rGtHfTEtOnZGalp6YlJSVlZGSkZ2YkpaWmTU5PSkvNnJKtCp+cmZWemjYlMystJTU9NS3lK5KcnJyQkPDWW29NmjQpIyNj6tSpr732mkpfkZiYmJ2dHRcXl5GRkZmZOW7cuOTk5KysrLi4uNTU1OTk5PHjx6elpWVkZEycODEtLU19mJqampSUFB8fn5aWlpWVpTrqz0rU8CUnJ6elpSUlJU2cOHHatGk//vGP//jHP2ZnZ2dkZKSmpmZkZKSlpWVnZ6t2fa1kZWWp0tRXMjMzY+1NSEiYMmXK9OnTk5KSEhISsrOzp07NzkidlBA3LjMjbcb0d9JSMtOSsyZnTUtLy0hJSYpPmDDljcys7PRxr72SlJz6xvT3klMy0xISUhPisrIyxo1/PW3y1PiM9IzsKRPixqenJWamxU9NT0yY8OrMt2ckJqTGJ09Ny5qelpY2dUpmRnpqQnxcelrK5KyM1NTU5ORk1cak5NSsyVPSM7JS0zKSUzLiJiWkpqaPqd8yMjLi4+OnTp2alpb2l3/5l6qlasTHJF+dhCkpKSkpSWlJiZmpSelpKSnJiUmJ8akpSbGvpKWlZWZlJyWnvj5+YnxCUmpmdnxySnJyYnpGcmpqclpaSlpaSnx8XFxcXGZmZkJCQnp6enp6Zmpqenp6ZmJickJ8Snb21JSUr5n/KSkpY62/avLUqVPj4+NTU1PHjRv3k5/85Nlnnx1rOaPJtGnT0tLSMjMzU1NTx48fr35rUkJ8ckpGXGJKRubkxKQUNZqJiYlqcCdPnpw9OTM1JSkjPTUzIy09OSE9LSUhJXVSclpyekbmlKnJ6RmvTYybOCkuPTMjJS01JS01NTX5i1daYmpa4iNU9S/+4i+SkpLS0tLUzjB58mTVJ2OSxMRE1djowKUnJiYmJiamJCWnJCWrXSshISE1PS0jK3NScnxW9uSklOSUtNSMrMzU5JT01LTM9IzE+AS1AycnJycmJio3S7XA06OSkpKSlJSUlJSUmpqq1uzXyijzM0VVIyMjIzk5+ZVXXvmbv/mbhz8/1vJTU1Pj4+MzMzOzs7PVBjV58uSUlJQ33nhjwoQJWVlZKSkpGRkZkyZNmjp1qsKRSZMmpaWlTZkyJTk5OSUlJTMzMz4+LjU5RbVU7cBqN1ZfH1M91T6puk791tSpU5999tkpU6ZUVVXFDLIPEAW+bdCP9vZ2p9O5b98+9SHBpooJw5DS+QplM1eqLSFBAphUKF64kF8YEVnUwsGitCb1VikxRhojVV50AMCE+QMhCaBpGiEEIBKuPVYUpTgYGgAwARhCSP2vrimjPQFgAFQZjE2DMgKcATWIilmjSgjrGgcwCFb+hVwKppJxC6kCGz06t/2/lsQ06jFtTF9fX2ZmZn19PRth/2BR8to3lhYrcyTnK/ZW/ZZhaMANAAySY5MwIpXhgFIOILjAEqgEJoDzaI5OEAI4ARAhQx9pMwagkukqeBwxzHDIZABDAUwIic1nzshIQlMwGIwaHXnIMCM53r+J0BEz6T3ArtR1PS4urqmpSURTco00Pj3qsAiQAgSNUreEUjvHCsSECQkIUxZNK64IXBGiIghlI1c1iRqSwDQxAIAEQtho7R1NHj7isZGNBf0Ya4NH+90HthdQacKlYBw4QDCkiWh8lJHMGkYjFHpGsfIQ4wBYgI6J6q6QYapvjWYz/pYVjg13d3f3q6++GgqFYislNucfTUaWL7nQg6HYrhUOhxVxTzHNqBQRIhtlkgtBIjE+lQpa9ZhS0sIIm+6fNj8BogwSiIbDfLSsTQ8pP+ZOKUe4bivDYoxAMJI2qyQUCqlWc5UEdxR5hPqwLwc+klIWFRU9nghcI8EYJFcB2sxwiCETBGcUg4wQXrgAw8RBHal5PBQIY/4FlkkpY3YdpdxXBsJY/QCAUqqiyUgJJmL+sGFSEXX2Ur8bCPt96r1uECEhunZ0SiklkhLgTLFABeMIgBJqGIYBEiSHUBAzwgGEWgwSgIEMGWbf0LBBKFOGJRFxquFRssMPAiPAOMY/ejQwjkHRyJLVW2Vrh6gdSz0OgAXVQHI1gtjganx0PayYKZSjGIFLAgiEgGEAgTlTbGoipARBia7Y1IrAhcwIlRokMKRzjLCuYV2TgoGIElUiXFyKuYhxa8UYwTg2tzVN+07AWPAIGEsOkkvBYlsSqHh+Ud6KjpmGcMQlTHJlNpaSsxH+V8qxOMLFJVLKUQ8fY92k5HcMxiPPcBDl9UiAYMhQG4iQ4A+EKIuc/BQBQgr2Be10JO9PWYujFD8uxZMCxiAFcB4YGgYZodAjIRQrVr0MZArGQQoQAgSXPEI+f2D4nhQwHumYYJrmyBzMAKDsxCNxkWATmXoMlmIc+69cu750tP329YHvE4wZMiPEM8n6ujorbl5vbmyqrq5ubW1X7amsrr1b13zrbv2Fq9epACG/8EyNLXt1BlczAKIrBwAoJiA4SOjvH9y4Zfvm7bu7BoMhkyBMAQRI2tvaXFNxvaWhse5eU11jOwOQgO/Ult+sKGtoqKuvb4wmFQYpuc8/IIEyRoaGfBcvlH384ebb1U0gJADjnDLGdNO4fK18/eatZy5e8YUNJAQRP4DxqPIAGPf39z8CGDPGYo566hM54lqjoo9BlMxPKQbAFAWlYCBBMEA6YxSEgHA4qMA4EBrmkjEuQzpTl2uQTEquY8QANM4YQAyMe1ob6m5XNdXVV9+6W9vQpZkAEjT/UFNt7b3bNQM93VIwycXQ0NDt27crb1VVVlX3D/vUBh00sEHonwLGEydObGxsFF+WP22z+wKMBaeKxiVHsKPbO7rKrl3v7OohNOJMEAz6FZtaSg4gTFOvqalRoXgQQhGnJgAAIFjh1pMBxg84O/j9fgBFlYfrldXVNXdMRCQAoZxFeU+qA7s62ysrblRV3rxbXVl9q/J6ZZVOuOJRKzyWUVfjxwLGXV1dXwXjP2ECfAWMlTcBo5KLzu6umtp71bX1BEDnEgmBGKdcKfwEEGIEAj1d3U1NTRUVFTU1NQrYFBH1SQHjGEMWACil6lo4MDBw5cqV2tpaNQ3U/0aIchQLjjEympuby8rKGptaEOYx/vyInxEqiO5Y6wPfJxiHfIPAsMBGcKj/xJHD895/b9zLr0yZMmXnzs+GfaHhgP7xmg3JGdl/eOHVeTnWotLzuoEUDCsirmK1Kbaepmlq+BX3jDEGEoimEc24XXMvLiH1N8+NK7t1L4AoERJpwcGu+8WH9819Z/qrL708ber03ftP9A0HG1vurtuwIjMrZdKkiQsX5pQUn/X7wiqZNuMIgJmmPjg4vGL5x//0k/9zYN/JUCBIsA4guGQdPb2r163/3fMvugqX9Q0HDCqIkEQorYUQHD+CH+F/YYldPmJgnJWVNVYwjnlHxNTd6vne3l4AaGlpqaysVM8Eg0Hl2oR0H0YGI5xTUGpqQphiUzOJENHVzRgpD3NCgBNNC4VNgwGYIKkEA+kEa4Hhnt3bNk7LSnv5jy+8/968z/aeaGnrBwm+/p6S48fPFhUN9/dpAf/d23eKi4u9Xq/NYbe53PsPHymvquro6zOZjIXHe8iyfGDzja3JcDj8nYCxFCNdmwSPeDEGg8Gqqqp9+w9abY71GzZVVN4KGZgIqXxdlF9iT0/X0aOH165dO3/+/C1btpw4cUJxcVV1BIcn6GbMomEXAYBF42m0tN4vLjmbZ3M6nO7S02cRpjIamlHVp73t/gcrlo1//dXnnv39Ky889/xzf3B6C5raOhkA5oIBmJRxKR6jmrqrq2vcuHEjwfiBffnROiQylwTTfD5gmJtmxc3rn27Ztvzjj9d/uq2moclnoDDlJmXKpUcPBmg4iLVgzsJFcXFxzzzzzNSpU+/evRtzP3tSwFhVVZk1AUDTtNbW1pMnT1osli1btly+fFlxxaWUgUAgMowMN9Tf27Fjm8dTsOKDD89duqqMqjzm7iohqilho8Hxw9sL35eamoGgIBnWgl1trTu2fPqv//tfFixYVFlRIwEwg/OXrk2fOfcXv35u39GS2sY2HgnRoKtDiuKgq08AACGk3kopw+EwIxQQDvYNDvb78qyeX/7+5fPXbxtc2booN3x9LXWffLDkud/9dtZ7827dawthGTb8ZeWn354xbdy4lzdv3tLXO6T8QQ1DC2t+ZR7TNKOk+Nxvfv3ihnU79LCm1HSaEe4f9hWfOftaXILV5e3qH1InYsyZ2oukID+A8UgR0QBv6g/lq/MIYBz7Y2S0EJXKqby8vKqqSnlQIISiXuGYYJMRDhIEBWSqQRG6EcRMl8AwRWHNMDAQCkAISIaxyQEMKkKUcAAVDlNQrbaq3Ouw/O7p36xY/lFz26CBAetGb2vLkX37qm/cIIZ+prho+dJlGzduPHz48JlzZ4+dKlq9bn2O1br38GECQEfEqh1tTT6w+Y4E4wkTJjQ2Nj7wwJ+22X0JjDkjILnyXamoqFi7du2hw0d379m3+dOt23fsulPXqGOl7GHDw4OEoCNHDi1cOL+kpERFjluwYEFra3s4rEsJQgDB4okDY6VQUX3u8/m2bNu68sPVR08WHzt+cumyFUePnVDbkfLYIYRUVd50Oe0J8XHxkyZOGv/q73/3TL7d0XC/XYExlYCYytzz2MC4s7Nz3LhxIxNFiD9BRw1fAWNgDCiquXlz7ZpV27bvPHLq1PbP967auLmhvRMBYC4Io5wyQbA09cba23Nnz8nKyoqPj58zZ05jY+MbviDOAAAgAElEQVTII8KTAsa6rsc6s6ura+/evVu2bCkqKjpy5IjX67148aKmaapFCBmSkoGezuvlZTdulJ89e37hosV5NmdX3+ATCcYc6TjoA4aZqYEUd25V/fG5F44cOWYaVAJQAZopVq/b9seX41q6hhhA/8DQzZs3d+/evXv3bhWobHBwsLq6+ubNm21tbTdv3jxw4MC1a9d0Xeec68FAZ0NjyZGjl86XLVu5blxCZll1gy6ASuBEJ8E+4Nr1c8Xvvf32p1t2mhz8SHKgIa132XLvO++8XVfXABIGB/wdHV3Hjx/dum3TjZtlpqljTGvvNk7NnrVx/U6lpu7oaj97/syJ4pJjp4qmTn9n+UerO/sG1dUHR+LQChkhf/2gqY6IHHFkBoCBgYHJkyc/MhjHprVhGAMDAw0NDZ9++unatWsbGhpiHrq6HlaxqSsrbly7Wt5Y33L5wrWDB45eu3bd5xvCRJdAB4Z6S04Xf75779XyWz6/FhwcbK67e+XKpbqmxlOnz50tu4q5kCDCoWGKgkD1cyUnUxIST54oYQBBjevBUG3lzaP793fdv99Qe3fOrJmLFiysqalRtA4OcOvOXavbnTltWllVtWIVxMLXfG0zH9h8Y8+EQqHx48d/d2AseITGhTEeGhravXu3xWJpbGrhAqpu1Thdnj0HDjMA09QBGEIG53TjxvVZWRmVlZUAUF9fb7PZamruhMM6AFDK1aHnSQHjmIoldre7cOHC2+/MKD19ngMQyld88OGinNz+gSEVDUOd9rq7OqpvVdbdu9vd1XHnVsWB/XuLz5z1a6aC4dgGjSl5jGD8tVmbHllGlh8JXRL07/z0U6fDVnuvngDcqmtY7HBt3b3XZyAGoJsGpwyE6GpuXDx/zry5sw8cONDS0hKjOKkL0hMExrGoKZqmlZSUOJ3OoqIiKWVHR8fixYuXL1/e39+vVLCmoSEtqAWG+3q7KcUIkV2f7V76wUf3Glu+HowlA/n1cU4e3l74Xm/GgoFkkpLK6+W//c3vPvzw486O3vutnc2tXXfr7ju9K3/9h5er69p9YVxUXLpixQqXy5Wbm5ubm3vu3LmKior58+dPmzZt48aN+/fvnzdv3vvvv3/nzh0AuHXzxoYPP1q9dNma1RvenrngNy9MuFLTiCJh/DCQIOhDJYf2ZKelFRasqG8bbuoa7uxrv3uvfM7cd9IzklXy0bt36m/cqFizZpW3wOly206fLhkc8FdV1iYlTN2+dZ+u623tzTs/27Fx84Y16zd88PGq1ycl5rsLOgaGsVAhA5kAKb8Id/cDGEdEPg4wfuAeYJpmbW3t0aNHP/nkkxkzZsTHx2/evHlgYECVSQgK+nob7t2yWfOnZk/7fNfeo4dO2m3unJzc06dL/IHBvsGuktOnPt262e0p8BSuPHqs6NrFi478xW++Oe3zfXuXf7R6/fZtvYNDJjZUOEyJQscP7Xvp+T+eOF6sDEX+waHrF89fLj3d296+fs3qF579w6ebNgOApmkhLcwBwiY6efr0P/6vf853e/90MG5oaBjZjY8BjAUHyaRgUYqD0DTt/v37eXl5Fotl2BeQAC332+bMnW91evqHfbEIXJTiU6dOvPvujDlz5mzcuFF5rLa1dURbAUrD9KSAsZSROJcxldu6detS0lJv36nTEA2GtJ27Pk9OSausqlYPSCkJIboWQtGAvm3NDSeOH+3q68cici3m0Uh9jxGMOzo6vlMwxkF/e0Nd/sKFebk5Q8N+BtDU2b3I4Zqbb23q7KYAlDPBuMT49o3ytEkT//3//Osbb7zx+eefd3V1qQ58rPMT4HshcClFtN/vX7lyZSzwJMZ43bp1M2bMqKurU0c0zgjHBkjGKG5paSouLt2+Y1fR6XOdfUPsCQVjSQw9MAyCUtOoqrz52988Ex+f6HJ5nK6CwiUfzF2Qm5iWPW5CYm1DR+9Q6OixU3v27GlsrD969HDcxKRVH39ys+Ja9pSM116NO3jgWCjs27ptU0pK2unS88PDw3abZdvGzQPd/YNDwSUr1v72xQmXbt42BCDGKQqDNIHpJccOJE2KnzAhebHjA9fyNRZnfp5l9ksv/2FydnptbW0woB8+dPzjj1dfvny5uroqMzM9ISHpXm1TR9tg3ITMz3cdxiYqLjnhcNhuVNzs7ukrPnM+bfI0W8HSzoEABVCHaC5Hxp79AYwjElul6o9HA2NVQsxaPDQ0dPz4cYvFcuPGjbKysilTpmRnZ7e0tEgpBwYGAAQ2gr0dzW+/Me0//+OXRSdOA4fiojN5eZaCJd7KWzdOFB1Zt3lt5a2KkyWlb779fkbm1KJjhye9Pu7551+4VHb9QlnZ5YqbHAARTInBSZhqQyUnDiXHJ5SWnA8Z0iTQeb/j2sWLrQ1Nvr6B2TNn/eF3vz935mzEdALABQQ0va6l5b/97d9OTEzp7O8fKxjHPv9uwBiAMxBchd+CaJDL2to7U6ZMWbNmDeUsFNYHBoeXLluZk2+rbWiESNh2gbHJGDl16sRzzz33wgsvLFiwIBQKKZux+pcxQcioYU3HumnK7x6MR4bJCwQCLpdryrSpPQODyj2povLWSy+PKyou9fl8qhqMMcWmloINDfZX3Lx+/NiR7p4+f1hTrk2Ect2IBGP6GjCWXMpvDiv9wHz4bsGYC4lx6726WTPedjtdlAnEZGtvv/eDj+blWW83Nqsw3RSTsN830N7x6bp1Hpf7+eef/+Uvf7l582aVujQWzOuJAGN1gFDhRU3TXLx48ezZs7u7u5XBYv/+/a+++mp5eTnnnBAiuQDJtMBwd1fHvn17EhOT0zOyik6fQxz+LMD4Ie1XX2hra3M4HCqFouAUOFGuTcCZ4LTi5vXfPfPbWbNmbdu2bfuOXXv3Hfhk3aaZs+e99Or4mrsNHKC9vb+qqvripdLCJe4//Hbi2tXbA6GuNZ8sSU959+qlWkT8pWcOvTpu0v69RcXFpXHxE8srboVMHkZi7cZtL702sexGpWFiCYBMXXDKGTl27NikpNTsN9/dtOvgjv3HtuzcevDQnviE8SmpCQMDAz09ffPnL3zrrbfnzF7gcS+ZnDVt/OvxlTfvdbb74uOydm7b29fZu3LZUps1v7+/XwLcul2XkjmtcMWqrr6gToBwoFFTDgjlx/XIk/C/mox0VJdS9vf3Z2dnj/lmzCmAUKH5DT3c19udmpq6atWqmpqaW7dunTt/8fqNikAwTCjXdBMAgCHkGzq+72DihPjTp86CgJ7ugVWr106dPu3A0f0Or23yW1mzF8yZ/u47b814Lz0ju+521fICV2JCRlVN/VAoQEAo1hXFDICawc4zxQfjxyecPH6OARiE19y6feX85b7OXiOoz3r3vV//59Olxac1zcCIKy5uWEOdvQM//u9//3pcQkDTKROKEP7Axffh+4iUMhQKTZw4sampST40xu9YBSQAZyA5Z0RRDjU9cPtO1YwZ07du/TSkhX3+IBfg8S6d9ta7PQPDlHI1Xhjj4eHho0ePrl+/3ul0Tpw40ev1KsapondwzpXx6IGN4xsbO+rQCyGj+uTTp09bLJYrV648tn4AAACEkBBCucYtXLhwzry5A75hjSAOUHbj+q9/+8zJkmIB0sQIEazWtjp49fX1HTlypKysDGOMKcGUEEZHDvRojfrGflBvY9imCFzBYJBG89rGFOyP0F74ChibIaO5rmnGG29/tPJjhDmV0NTasfyj1e/PX1RZc5cDYCI4FQJzomMQoIe1CxcuzJgx47XXXlNZTMQIashXwfgR6hmji1+9evX9999/eKKIsYo6Wep62DA0n28oNzfH7XarhiCEjh07kZiYXFZWLgRwLgmiIAXWQ37f0KlTJz76aNX0t995c8bM2/caIhcvCUKZKCUHQZWfwmjtevhUV92o9sMTJ048fjDmKpKnoAACI4MzUllx45lnntm0aZP6AcrE0LB/9ZpPXn1tfH1za99goLqqYfOmbZ/v2bR9x+b05PdWLt/S2nFrzTpPZurssktNYb3vyrUTz/3h9V3bT+zZs++Fl/5YXdcSZqBR2LRt1+txCddvVMQsiFJKLuB4UWn2mzM27diDATQKiGDDDFltuW+8md3U1FBeXj5jxrtOp/vE8eLjx4qPHC66Xl490BduauhJmDR526ef36m6nTN/ntvpCgRC4ZBZUXl73kJL4fI1fUN6xD5EBFcuWT+A8ZflcYBxJLGByo7CKA74h99777158+adPXu2vr4+GNJ0A4U1g1DOVWkEDbTd37l+88RXJpacOM0w9Pf5jp489fasGR+v/2j2oveXfrSkrLKs5PzZoydKSkrPaP7+j5YXThyfequmRaemAcjAoGnK35YJ1Hem+MBLz7185FAJA2hqb923Z3/TvWZTJ/29Q/m5tpdeGHf0yMloBjBEqGQcqmtqf/6LX8/PyRvw+RUJ/M8IjIXikgvBqcrMY5ih+oa7CxbO+XTLBgmACG7v6ClcssLpWV7X2BobicHBwQMHDqxZs2ZwcLCzs3Pp0qUZGRlnzpyBaNzsWEiEJwKMRZTqH3WKo8uXL5/6xrShgD+MzUG/r/jM6bSszJMlxYFQJJaLBFBuHQDQ3Nx84sSJ6upq1XAVfPjhKpCHd8UDD3w/YCyEkER03u9aMC+nsGB5MKBLgM7egZWr1trdBfXNrRLARExyMHXi6/cLpjIXQXl5+TvvvHP16lVVq2Aw+ISAMcfYBGAqqvzgYL/H4/J6vf39/T6fj1K6Y8eu9PTMq1evIUTUTm6GQ1gPRXVIweMnTr098/1Vn2z4ejCW9BEIXPC9gTFwpiIc6VoIQNy5Xf3000/v2rWLEIIxDmtGMKStWr329fETWzt77rf3LF+2aumSD25WXjh/oTQj5f01H+/yh1q3bF85OX1uRXm7gQavV5x+6YWJJ45e2b//4P/9xc9PXy7rDZgBk3/8ycbnXnzlWvkN1SRCSDgcZlweOVGUkJq5futnGKDHF2SCmihkd+RPe2NyS0vT/fvNLpfL7fb6hkOMQihoMgpDg+H6e+3pqW9sWr+9t6NnwZzZM995t79/ECTcvlM/7a1Z8xdZG5o7lW8MoZJiBkKCFD+A8UjhI7KhSSn7+voeAYxVxCiMDJCcEuT3DXm93ueff37lypVqfO/VNQRDmgQI6ogxBoIBQSf2Hpzw8oSLZy6DgKHB4Op163Msiw8c32/1WGxea23jXcW/0A0U9vUVOK2vjUusvNVEgWvCMAlICQRxampABy+fPz7p9fjS4ssMoPJOzZ7P9/Z29Jg6wiY5cezkpInxeXmW7u5eADBNLAEGBoc//GjVa69POF5UzKMByP4MwVgKRokBwCgzu7rbliz12B35wXBIAly/UbUoJ3/9ph3dfcOGgYaGhgBA13WLxZKZmalpGsZ4YGBg2rRp69evh2iSGBgRoUX+2YPxyMBbAEApPXr06LQ336ipvcsAMGfrN2+aNWd29d07THBEsG4aCowZY+Fw+NKlS+fOnevv7//q+D68Ud/YD+rt9wbGAvPWxvsel9fl8nR19UiA2oZGq9O1et363sEhIWFwyMep4FSgsBmLRXj79u2CgoLq6uqY2fhJAWMpuZBEuer5/cO7du1wuVw1NTUKj5Yv/8Bmc/T09DEm/L5wKKSBFEgLBvzDAMIw0OUrZTn5NsVtfALBmFFihBVbRAp24fzZ119/fcOGDUrBJQE6u3rcnoK4SQnlFbfau/rfmPauxWKra6g6f6F0wmtTlhasa2i+7vTMn/DalItn7xpo8OCRrU//6vn9e0pu3qx8c/pbtoKltxtaGcCHa9b9zd/+ncPp7uvr+8K+AnDo2PG0zKmr1m3SKBAAExvdPW3eAud7779T33BX00KFhd5//dd/TU1Nd7sKPe4lBw8ca2vtLrtamZSYuW3rZ4Gh4T27dr457Y1du3aFgsblK+UvjZuQMfmtC5dvDAyHlJlQRqwHKi7Pw7v9/0cSA2M1Nx4djBlW4SkoQboWOnLkyHPPPffUU08tXrx4+YqVGzZu7ujsFhL8YQMAAn092kDf/h2fPfeb5w7sPqRr5F5t08pVqzdv/7Sjv33r51tefP2FiYkTFizO+XDVuk8/3aoHBpa47eNfSz53oYIAI8AMDFLdgxj29zfs370pcWLS7s+O9A75yypulBSVDvcNaSEdJPiG/B6X9+2339mxY1cwGA6H9WBIu1Z+Y1FObuGSZT0DgygSsIQ/sFk/XOA7BWMuIOIHyzHSQFIJ1B8YvHzlfOES96Url5vvtxSXnF2/4dOqmnoO0NrafurUqba2Nk3TCgoKkpOTVWyEjo6OwsLCkydPMsZUzAeI5q5+IsA4prZRcGKaZktLS8GSwm27dnYN9DW3tS7/cOW6TRtNSpjgR48fKyu/hkgkB1Fzc/O+ffuuX7/+CJHRvrEf1NvvDYxVLvZzZ86vX7/xwoVLbe2dpefOr1m/4Ur5dQ3hpub7pafPDvQNgoTBnoHO9i5sIp/PV1NTc+HCBR7NQSefHDAGEJjomhZSNIg7d2qWLl26Y8eOUCh07949l8uzc+dnfn+wvb3zxPHinp4+rGs3yi4fO3o4GPT7/cHKquoPV39y89btJxOMpQDJOCMEm8eOHk5NSXrqqadefvnlAwcOdHZ2BoLhTZu3vPzKq//8v/5lxqzZe/YfWbF89eTJUz5Z/8HefbumZc9bMM+x+hNvYspLv/iPF5Z4N5aVn523YPr/+H9/+u6MReXlN/bs2/vy63GzF1k2b/8sz+564cVxq1avVcb5wcHB7u7uEyeLMqdM/d//9vOE1Mzdh0509g12drdt2bruD8/+5h9/8t9nz3m35nZlTc2tjz766Gc/+9m//du/jx8/cfOmbQ31LbmLbf/t//mbuImJF8+eq62p/vCDlZMnTy4sWL5l68433571xvSZl8tuxsBYRZb4AYwfkBjQyigYj53AJVTKP8FpLBJhV1eX1Wr97W9/+/d///dTpr5xrfxG/8BQKKxH1NSSkYDv8Od7X/z9i9bF9iWFHxR4l6/dsLHm3m0G9E7j7cX2nF//7ld/+3f/49XX4jZs2LRzy/oJ4178n//4L27vxy2drQQYB0AITJ0M9HQe3b9p+rTkX/3fX7857b2P1q7fsefzq5fLzJAhOQgmORWN9U0HDx5es+aTefMW5OTk5ltsKz/8eNv2nS332ziAjslIJP6WeAzfDxiDwEhTzvEmCrd3tOzctXXZiuWL83I/XvXJpcvXBoa1/qHg2rXr8vPza2pqAKCysrKgoEB5OqxatWrv3r19fX0AoDKEqgF7UsBYRsPI8GhieQC4cOni0g9W5DvtBcuWbt25o/ruHQ2Z9+rrcnIXHzpy2Bfwq5NHbW3tqVOnGhoaYjP52zTn4V3xwAPfGxibIYPouL21Y/v2nS6Xp6Bw6Udr1p4qPd0/7Bvw+T/fvdfhdF+7Wu4fDhQdO5W3OD8/N2/Xrl3Xrl1TyT1jY/0EgTFlpmnqKscjIejIkSPbtm2bO3duYWHhwYOHBweHAaCy8tb0t97dsWMXMLr3sx3jX3915sx3li5dXlRcWnruIubwRIIxx4gYYUMPA4jbNbd2bN969OjRQ4cOlZeXa5omAc6eu7Bn7/6Dh44cOnayvbtPC+NDh46UlZ/t6e2ovNFUebP+ZuX5A4e2fbbj+Imjl9o7608V79+8aeeez4+HQlpYD91run+y9FzJuUt365tq79X39ParjJiqtnfu3tv12e7N23Z+vv/w1RtVIZOE9cDFS6V79+3at/+zU0VHOzpbENYaGuqOHj28fv36ixcvKr/Jc+cufP7ZvmPHTrTdb+WMDA0MlpSUHDx4uK6++X5r55Xym129Q0SABGBMMMYE48DoD1TqkaK2KjXPOOe9vb2PBsbAiYqirPxiA4HAyZMnS0pKtm7deuXqNUwYZUJI4ADhcBhrQW2o/9CefRNfjdvwyacnjpdcuFjW0dOrYZ0BRdJs6209e+nMlh3bi4rPBoPhlvrbp08d27n9wMXLt/p8AxioScA0ASRIimpunv58xyfbNm3fu/tY8dkL97s6BvoGmUkVX1YwCRICgdCdO7WnT589duzE4SPHblXfVmpzk7Kg/kWYwAfkIesIvms1deT8KAjWFYeLUAOA9fR2XLpy+ejxY7eq7waCeiRi/JDv1q1bphnJe9zc3FxcXLx3796TJ092dHTEWO6xoXxSwBiioTzU3wqMfQF/XVPj/qOHi06X+sOhSLhpzq5eK6u8VaWbBgAghAYGBjo7OwOBgMopPqZ2fePz6u33dzPmkbtER0fXlStlpafPlldUBrTI6Dc13z9/4ZJvyA8S2pvb9u89UFpc0tLSoujTEI1W+9WJ/W2GfrR6fqdgzDmNueqZpg4gent7b926debMmevXr4dCGkIEY4oQOX6saGjIB4x23G/6bNeO3bs/Ky094/MHQwaO5dJ4wsAYpBDENA0NQCBT18JBAPD5fEq5QZnoHxhS/OfhoKZjxhkMDg5TphGqEBxMPKSbA4KBb4gIaWIaAAlBPwEAAXw4GBr0h3TMOADjcmjYT5mQAIFgOBTWff5gMKQRAUSAQTgDEECDoQHD9AtparpfNwJR/z/GGBGCqRgIyqU9FAohw9RCYWwixlg4rGu6KQEMEzMeycmjYuVzzikmP1yLR8pjAWPgTPnFSsEYxcjUm5ub7927pwZISIiNeDQ4CAOK9n+2e9wLr5acOouRMBHXEGbAwyhIJKKAMTUkAGcQDmpGcJAjjVPQDNCIoUuTCpASKBbACdW7jVCPJGDqEEaUAYAEjglEc/pIHsmzZJpmMBg0MSKMSgBMiUEwH3Fj+HMBYwnAIimbKDHUzVhlkkdY0wxdaehDYVMzBQdAiIwM2Kv+UMonABiZPG1kFHH5Zw/GQoiYQ46M+hwzwXWMAoY2HAxwgL6hwaGAXwKEdc3ESEWhj8XMj6FjrMCRMlqjvrEfHijtuwZjhrAglCCsnlHz1qRkKOA3CEYEh7QwNhGnjBhmKBA0dcPv94fDYVVOTNv/pIAxY0QCBRCcU4xNjE0ACIVChmH4/X4pIRgMB4NhAOjrHUKIIC2sNLumqYdCmpBAJWiIPpFgrBoDIExDowSp31UHUiEEJkwCCAmKDUslmAallAJQwwwxAiDBH+wBMImKdQgY0wCjoGsMYwwgEKbqnOIL6ao0CaC8/WIpaMImUdFECaOEGgAYk1AoPCgkBqBCEgAWDA0DsHA4yFjkVh1LDab6SC1XjDHGVF2IKaUIkdjCi13HfxAlsVGOgfHYw2EKQbBaDAo/kKnX1NT4/X4pJUIoAsMCdAPpmHEpkBZsuFu9aM68//l3/7Rr+56e3qGwhjkABxE0/BwoBxoIDSOCQQIjHJgBgkgOIQ0YCALMJICQAl0DhA9AAwHYBIMKjSAtFFazytB0RihIoJSapmkYBkJIAig8VkQCHaM/QzCWNKJjYNRUYIyJTpkpgWJKuBSYRA43mskgylpSFVMwzDlXQZditAB1R4Qn52Yc06szxhTOCSFMjDRkMoCgrnEAkxKDYAFSnVEMZEL0/CGlVMFARhvf0Rr1jf2g3n5vYMwxAQkEYeVZqxk6B6BScICwaaiTpZrt6kmVtUlJ7Hym6/qTAsYAglCDMaL+Hh4ehCgbPJY/ESEiJUjVUCk4NrRwkFIMAIaJiQAq/zxuxg8RhJBpmj09PStWrNi1a5eu67HNVLlSRFzmo+dQ0zQjmVNFNHsXk5EcSqBSMABnIKQppCk4CA5CYiFNoXLPCCEE8/l8EbZNNK2VbiDKBBeRXFfqxaPGXAkUoi8uEGUG40gC5QJzgTmnD7zYCOGcc07VvwRhABGjroxMAvNY5BEW+WjljPS4iBUSG10p5QNpkR6XyBHp3jDGvb298+bNa25ujnGa5IiT9SgiJCXAsFCETk45IypKcITGCZE7KuNSBSgATi6dLclfmDNz+qzNG7Y1t3RQBpgLCowCZhIxibjAnPNoljgDGOIUCAMsqQmYcFCkbOAEIKDAGAQgDjrFICRDWDAuGEeGGUt0rbqUckZ5JFWAUvTFziIPMLke0mZ1CkQIvfXWW+rsIoSI3TvHaoF+cFPgArhQmgbBseCYC6yWgJAkkuRAAuNABXAAxr5I4BgbNfjyVI9FeP6m0RybxBwUEUI3btxYu3ZtaWkpH0VGK+QhXTFyUUTWCACVAkuuTisMJGKUCS5VICqQUkrlxaRKjmlrY/N8pKpgTDLaem9ra5s1a1ZLS0vsyQey/j2CfGk+qPUjoptAtOFUChpNBBlh4HMhuWDki+zOMSX/Q8Bm1Hk4isRSHBJCrl+/npub29TU9AhdOsrPcsYIF1jRqjmnhKAH7gNCqDkvpQoyziOhPCJ3QcIiWtjHBMacc4RQbA6rW9/FixcXLFjQ3NwM0dvgA+vrm8FYSW9v79y5c7Ozsz0ez+LFizwOu9OaZ7PmO+xWu81iyc+12Wxutzs/P99isbg9BR5vYW6eZcHCnJx8W57Nabc77XarzZ5nteVaLU6r1W61LbbaFjvsHofd43DmO5z5DofD4XA5HDaHw7ZkSUFhYWFubv6cufNz8yw2u9PhdC9ZutzjLXS6PDa702pzWG0Om8Nut9tVyfmWRbl5C/PyF9rseS63zeW2OZyWyMthe+Blc9ij37Xb7Va73eqwWx32fLvNsqTQu3DBvLy8xU6nM99q8RYWOFxO62MSxyhiG0Xy8/OtVquqpfrE4XC43W673a6+6HQ6Y19XHzqdTpfL5XQ61bfU29HKH6tYLBaHw6H4PurnvF7vT3/606lTp6qaqGbm5uba7fa8vLzRinHbbW67xemwqZfDbo211+Fw5FtseflWp8tjd7gWW+x2p8PjsBa4bR6H05Jnt+Q7Xe4lnsIV7sIl+Q5Lnn1xvi0n35ZjsS62WCy2fJfT4vDYcz32fIdtqdW+3OKy5XksVkeh3b7UYT2eEAIAACAASURBVHM7rXkuyyxb3vuWHGt+riff4bZ73S6H02GxuhxOr9vjdrpcDqfdbs/JyYn0s8vpdLvsTofFZs3Jz1uUl6sa63BE5lBsLEbrN9UtS5YssVqtP/7xj3Nyctxut+qlkSWoQh5SzmjicTg9Dme0Py0Oe77dkW935FttuRbr4nyrxWq3WW2ufItjUa5j4WKrw+FyRkUNa15enqqP1WrNy8tTA+HxeFwuV2wGflXGWk+Hw5Gbm+t2u51Op8fjmTp16tNPP/3uu++OdV2MJrm5uSoC6Jeq57BbnY5cu3WxJT/fbrO5nHa3y+Fy2p2OnNzF+VZLbAicTqfb7VZDo2Z4bm6uqraa6o/Q3tHkxz/+ser/BQsWLFmyxOVy5eTkjLX8kUMwcp+x51tcNrvL4YysSrstz2ZdbMnPtVpyrRaLzWqxWW0Wq81itedbrPmW3JzFqt/UHuV2ux0Oh8ViGWt9Hi75+fler/e999776U9/mpub6/F4HlPBFq/X7XLbbDaL1ZpvseRZLHlq0ubl5VmtVpvNYbM5rFa71WpX6OO0WgpcdqfDlpubY7HY3J4Cm8u7YHF+vt2Vb3dZbQ6r3Wa32uw2i9OaZ7flRfenbytut1v1ZH5+vlpihYWFKSkpkydPvnHjhmmaKi7NA8f3bwBjdV8hhDQ3N8+YMSMrK2vJkiVWa/4Sj9tpzXPYrQVet8fttFnz7Xb70qVLCwsLHQ6H3eHyeAs93kKH021zeZ3eApfL5XI5XG6by+VwOt1Op9PpsjpdVofD5XC4opAZWYAOh81qycvLW2yxWDwez9JlKwoKl1oc7kV5Voen0O4ucDjdTpfH4/G43W6Xw+mwWz0el8ttczrtDqfF6bS73U6Px+XxuJxO+9e+7E6H1emyR3ZUm9Nhcdstbke+y5bv9Tgs+TlOp93pdC7Oy83Lt86bv/Ahi+o7ldge4Yju+2q/cHwFdNXz6kO1oail7nK5PB6P8zGJmmcFBQVqolssFrfb/U//9E/Tp08vKCjwer2qShaLxeVyWSyWUYqxe52OApfd43aql9v1RRvdbrfFas+32LwFSzzeQqvT4/K4XU7r8iXuFUuWuhzexTnWnMXWPKvL5nLbPQ6b2+JwW+yufIfT4nI4PfYCr8PjdeR5HRanfZnNscLqtud7rTbnEodjmcPm9jisS93zC1yLPHav077M7il0Fnq9HpfLZrXk51ryc+02i8tpd7kcDofN5XK43U5PgdvtdTndDrvTZnFaLU6ry+VSLY3JVz8ZKfn5+W63e8WKFYsWLfrZz36m3lqt1q+WoIbPNUbxOl1ep0tBjMtpdTmtak15vA63x+50u5xul8td6PYssbuWWuwep9Otfsjjia4jl8vpdHq9XoXHTqdTIbHNZlOj/LUy1vnjdrvV3LDb7R6PJysr6+c///nMmTNHa9do5Yz2vNqCnVFMdalRdNg9SwodBR6by2l1Opxej7uwwOVx51stBUsK3V6PesxisSgst1qtFotl6dKlXq9XzWGv1+t0OlXJY5KHLO2//uu/LiwstNls8+fPX7ly5bJly3Jzc8da/gO9FCvcabW47Ta3mr0el8vjdHidDq9TzV6702Z3Rs7BLpvVYbd63Z7YuHu9Xo/HY7fbR1+/o/b/aM+reZWbm+v1eufMmfPUU0+pk8ejtfcr4vB4XE6X1W63Ohw2t9vp9brVpqdmuNdb6PEUOJ1uu91ps7rsdqfLZnXbLR630+m0W612b8GSwuUr8+0uu7vA7i5wujxOt8vtdLldDq/T5nbZ3KP88mj1jB031e3FZrMtW7YsMzNz2rRpVVVVSiMbu+iP+Wbc39//wQcf7N271zRNpWZkSCfYVCnbkKlrmqbMLRjjQDCsG0hIoEzomBGh/A1I9MUYI5SZlJkYmxhjZXIf+VK8HpUjPaKRBuAABuGIRT5hjBFsYmQgUzdNPRoLlCGEdD1smiYhiBBCCHrghSnBhJmUIYIRMQk2CdYpClMU5kSnKEywDsBAuW0q7uVjEjyKkFGEK6o+xiokECEEIWQYRiz7G0IIIaSUbLEn1WCrB9R/PS5RJijFwlXpx7u6umbOnNnY2Birg3pGneRGKYaMpqZWuh2EqYmIkMC41BDFlAiOKdGxiQgWEfuFBINQLAgWJuEGZQajJiNUEgAiAIcF1gkCE4PBkAr6gTFgk1FTE6iP42GOBEGgEx7GJjJ1QTAydV0LmYZm6GFdD1OKlZsEIqaBdAPpiJhEUg5CtTR2VI1FaxpNMMZqyfX09Lz//vv37t1TMetjAx2bIbF+HpMIQgWhjGJKECUGwTomkRfjiHKGKcFEUAaYAaKAEFEWcdM01YRR53R1ZldVpZSGw2GVbny03x3r/FGWeKXEQwidP3/e6/WeO3dutPXykHk4Wn2U3o9Gg2dRSg1k6hgZjCBGdYw0ZCoSk4FMCUAYVa1Wa0e13TRNIQTGWDFSpZSqu8ba3tHWdWtra0ZGRk9Pj5pCMd34WMt/YBRi/QacMWSahmaaOsamiQ2dGCZDBjVNhjBFhGE1WzhGBJsgpMr4q75umqZpmo/W/6M9L6VUO8aNGzdyc3Pr6uo0TXu09n5FqGnqhBqUYsYI51QIRgjRdV1BHaWcUo4xNQyEEedccoz0oE8FcjcMFAiGTSoUI5goM6jggnHBKTAsOBaj/PJo9VTTCaJps9UEu3Dhwty5cxsbG2OoqhYdjerwvwGMVSnKd97r9e7du5dSCl/Onxp1FQUe3YXVNioBKBMhAzMAIZgQTEZ09AyASclVZvhoGoYvvZAWlBQxik3T1A2kG8ggkVxmsUDenHPBVeBQJhh/wGAnRMRs/lWJfD3yh3IjpiAJSASAsRFUe1kgEAhpYcQ4Ed85nfohNhgZZfrEnhxp2OMj7Go0auv6TkVtdrH69PT0TJ48WeVAHWmxfngZsfkz4gUQY35BzOYFBuFcCoQ1zswI1RmAUDCJRIxzEByoACKBKNNOpDCJQVIQwGWEwMUBpFRDjSTu53hYEhAMKAABgUw94lAOQsWxMU09Ol2FAC6Ay0hwVMEfydVN9QlCaNy4cSo72eMUNadhZGoTplyNJVDVbsaBC8AMdMSljNixVNJo+WVuTuyP0VbQI8sDqrkLFy7Y7fZz58493l8BADbSO0twHSMkGI9QWKiOEY3kSAUBcuSUVrgIUat2bKN8vCurvb193Lhx3d3d6q06nTzG8kEKEFxFgAcQlBOTISIpBcaikzly1xBcCrV/ftHAkQv8scgXY8HYlStXZs+e3dTU9BiLj057oQjVQrAvwEgIZS1WKU+E2i+lkBSp/uFcYsIwB8y/hC9fymc89s54oAMJIcXFxeogrvbwr7Ixvu3NuKura8mSJfv378cYj7zZUIIwMgg2VbkqFwomLBAMMy4pE/6woSGMsUmowRjjPEKqUhdFLjAXKMKfipKtBFdOqDQw1N/R3soYixFnOAARQCinlApOJUUcaUgLCiYNnQT8WiAQMnRCKVddz5iIvr4QyhkREnNBOSMMU2JQojMcYjg01N/R2lzLqBE15KtflEx87cHosclDDoMjbwkxtGPRU7+6cgkh/H5/c3Oz2j5ElLCqCh+NRfIIEqsDjxIT2tvblWtT7EYuhFDLQE24ry0mEk5VcuVqLAWLdQIAEMoRpupIp2PGhKJWUADgDDCRCIvIZJAUC5NxU92MJWWAAagEqgM1GQFMAQliAMIMKAWKhSAm0EGOh1EY62GhYWZyikydYzQ40Nfb00UJkoLFQs9rWkgzwpQTBcZEUg1HWKYjR/Dh/QYAmqapAMgvvvhia2srAITDYTYKgWus8wcYB8aVmoozxKipNE9cYCEJpiSsa4ZJld+2gQWlPJaWR21YCCEVPk8N60gcesj8HOv8iRWlroOlpaX5+flXrlwZrV0PKedrRU1CQohhGLEzKyKYShE09ZChsygf3sQRkrwc0WT13VAoFGOZqQJjF52xtne0Q3ZnZ+e4ceNU5OTYnXishY8s/4GeYcgUJJK/izES1kMGNTkIxDHimHJCuZoqRBDMKAYZIc/ruh4zZ6pb3dfKWMdLDbcQglJ67dq1uXPn1tXVya94jn2jjPKzlDECwIRgCBlq5aoxjerw1OkKlIqAUq4IyASbuh4JGUklPMLNeLR6xrZopS1Wm+GpU6fmzJlTV1en+ja23X1bMI6pUBoaGux2+969eznnAAIEF8RUd4jW+80njh/ds2fPqVOnbt++zTnXdLPs2vVjx08eOXr87MUr9zs6FdsNAAAEAAWI+qpKLCQWggkhhCRCEiGYFAQk6+9qW7ms8J0Z04uKikxEEJOKLY2YJFQdKERgqP/G1Yv7Pt958vip4qKzpSXnT54oOXG85OqV691d/VIAZ8C5fODFuGQAVAKXggnKGWLU4CQsSHD7p2s2rf+49u4tTHRKsQJjzB/b1fghg/e1wqNHJ4SQz+dTqxdG+IeoBxBC9fX1RUVFD1x0Hk75+1MkBroKjJubm8WXT9YAo2om1PxRiUbU8VxGJ7tqms8fjPkZUwkSgDLT0AO6rsuoY5uBRVA31M1YLSWQNKLxEA9jUxshf3vTzQtnjhzYffD40TO36xqDpg6SB4cHrpVdunL5vN83wKjZ19/V3dN+5mxx6elT5y6crrlTNTDUywTmwBh8KSCo+HZBE2OHlYSEhM7OTojqQsWILfXRxyPKphacKjY144hxBMAGh3pvVlacPX+u6tadWNAPQlhsalFKe3t7KysrS0tLa2pqBgcHHzBl/elE3wcrG721FBcX5+TkXLt27SGaoTFJ7ABBo5RgIUQwHGppbzt/9fKZC+fvd7QrPFY3YxWbmlJaXV19/PjxoqKi8+fPnzlz5uLFiyoVI0QH7iGL9CEyWru6u7tfeeUVdWJ47OoHAOAYASdSEJ9/oLqm4vzFMzX3qgO6nwKhQARQARQkBUmBE3Uz7unpuXbt2pkzZ+rq6lSV1NnxcdaKc0rpjRs35s+ff/fu3cc3r4TyMxaCsai3ZDgcvn///oULF65fv97e3qniRggBGHFKuWJTM4opxZzL2nv15RW3TCoe481YSawPOeenT5+Osal51OtERr3a4BvBODZR2traCgoKDh06JIRQ4U6wHpLEROHA8YMHJ41//amnnvrV079et2ljIBQ0DLR69dpf/ecz//iTn2ZNe6vo7FlETEINpUCIuFtwSWjsNqyOGeqijAWnIPntqsrUhLhf/se/Hzh4NJJJiQMGMCQwNQAU3yy/bMuZ/Ydf/eKXv3h60qSMt9+eO2XKjKTkjPnzFp8uPa9WkBAghOAy4hYVcY6CSMwiziVnhFGTE52TcE3VtXOnTw0OdAMwZVKiKnoIpYxQqm7kBDOKCZWESkYoI5RQiZhUlglCJaFcfU6JpJQzajBqEgqIguBIcMQ4MA5KB8A551wywdXrAVHKKwkw7PfV1Tfera3rHxiSX1GaBYPBq1evbtiwQYHxyP+SUSe/xyKgXH2UXQoAAHp7ezMzM+vq6pS9LXYqhKhvzNeXo9S9Ur2oFERpRwAgHNYbm1obGu8HQxoXgBjHlABQkER5Q0oBhEZ0ShQYBcIk4gIJTgWLRrTjJnDMORAReYZIoAJAQnN97aY1nrhXf//PP/uXca8nbdnxWXd/nxSsr6uz9NTJ86dLw6FAMOArLSnasGHd++/PemfmjDnzZn/w4YrisyVt3e3qhiGjffsAbIzW3tgD3d3d8fHxKoT915agZKw3BhBSKRikIAqMlXdTf1/XmTOlbrf73ZnvLV/x0ZVrFYM+XUccIaJGxzCM+/fvHz9+3O12T5s2bfHixadPn1Y7SCzmnYy6yT0WkSM88UpKShYuXHj16tXR9p/RChmtH2K34ZjNOBQKtbe3r1m/btac2e+8N2vPgf29gwNUCuWrpvxcampq3n///X/4h3/40Y9+9Fd/9Vc/+tGPZs2aVVZWBtHbVazMR2js10pXV9fvfve7mCoiti+PtfyRbf/iUxZZLyGf//LFS4VLC96d/c7SlYVF54oMRkzKEKOEmYxpgmocI45J/b26gwcP5uTkzJo1a9euXcPDwwCgVAVj0oiMVs8YmiCErl69Onv27Lq6ukfYl0b5WaYgKZZeOhj0l5eXb926dfr06Var9cCBQ21tHQoOGAWlWwTJkBkGEPfvty3KyZ85e159UxsVQCN+gqBWkzrTSPH1TR6tnrHtUe2EnHOMcVFR0cyZM+/evSujBiARdS5XD3+zmlo92t7e7nQ69+3bBwBCMCaR4EhqIaAUGKu5fu3lcS+t2rQ+QE0KIBj4+/wrl36UmJReca/eRwimKBgY6mhv7erqCIVCg8NDEkBD1DBx30B/R2c3IcQ09e6uNr9vIBQIBvyaoeHiw0ee/vnPS89e0bDsbm8bHvYPCwgDhAxTmcQE1Xwdt3Pee8OS777XMBAIg4HAwHDp8rVz5y9yyRAxh/0DuqkNBYfrmhpNzjXMuvqHO9uHOluHgz4MHMIBs6Wprbe7R2ndAwGflBwRbGI0NOwPm6Sntx+FQswwBIO+nv6mmlvB/l4GoGMAIVAoNBhibX3h1rbu3r4hkwKiAFIgTQ8EGKPQ21Xb3noHSxjWQQt1trZU9fmxXwcpMIDW1dXV0zvY3T8QMnQdI0yJbhoDQ4P9/YMDA0Nt7Z0SwCC08s6dZR+u2rhjV9W9epNJCRAKhVS0P4xxKBRav359RUUFHyU4wzeO8rcX8WUXzP7+/qysrLq6utj8g+gUFKNfJphJBaEAgjPEmQmAhcSMkf7+wYb6+xUVd7t7BsMaCmsGA0mYyUkYJA75hpGBwyHU2zdcdbuWAxjU5MAQNyTQltbm1tb2kB9hjUgjyJHm03mPHwWD/mBo2KBgChASJEU82Hn2+N5J8cmHT50jAjDGIGT1jYrjBw/X1dzxDw7t2rFz3py5x44dCwaDiGDK2eH/j733/o762PJF/4JZd94Pd6237n1r7sydN3Mm3pk5Z06yzzk+x4lsYzBgi2RMEjkakBASCuQcBRZBgFDoVkZICCEhlHOOrZxTq9M3Vd7vh+puZGyB5RE2nMdnfZdWq/vb1VW76luf2rt27Z2asmjp56cvnncaGgXwLpvkMznZnOuFVxQul2vevHmtra3e9yeWMLHLpgQALkNgAhBONGAGcKQq9uzM9GNHD1dX146O2VNSM06fu1Jc3uBQiKZpMtaKprpOnzpx+FDo8PAwIcRsNs+fP7+8okrG/pTn+7n44cEonoGYsGoBgKysrP379+fm5k55EIpnL+9PE0JAMM6IoasAfHhoICQ46NqN607F1d3bc/jokZOnT0nrtKpriGAOoqCo8PzFC/v8/fb67QsJC121+stbt2719/cLIbwOXM9X46Yqn97e3hkzZjgcDu/S+TlCe2H54AkbwuQuANGBq8g5VlFUc/TQ2byCfKtzNLMgPeRkaHZBhc6AcNCRZqBRRsaBQWleaXBQyL59+woLC2WIDLlK8I5w8a35ZKoAT+Q+ACgsLNyyZUtzc/Nzmvyccr5zOBBsgCAgGCWIEtTZ0XbkyJGUlJTx8fHGxsZ9fvtvRt7GhDld6rjNJQAAiKCq4HhgoC8xMfmjjxfOmruwd8BKxQSfJIoJ1oDrAD8wn7H3Hjna09LS/qtBP8S3yJgJSoUBgADroGl81FqY9XDmvFk34+8Oqy4XJYIBthuXTl9euMCnsq1TAxgaGY6NunXkcNi+fXvM5oTBoZFRmzPGnBhjTqysbbh+IzIq+m5PV3digvnMiaON9Q0VFQ0EQ27Gg7d/+euke49S7ueEBQXExcS2jCIHAHbbLynnijJYH7xr3caNu6sbhqkACjA6rvYOjoyMjbZ3tt6NuX377o3iiqKbUZF+QQeynjxp7Og+cfbyhvW7924/WFvZNthny0jLDtwfcv3ardzcvLS0tIyMjJGx0YamxphYU1JyaklF9alTZwqzs8BAJUXlN65eP+K3J+rrKzUNXRqFtrr66MjIqPjMzML6azejjx0/k/WkEnOoq6pMijPfTysoLa013Tl38ph/6sNKJ4HkpIjt23yu3001ADjXxkfbmpqa9u0/uHPP3sS0VJvLOTg6kpCUmJyaUlFRZTLFhx06kpOX3z88diM69t9/89Z8n6VXo6KrWy0GehrzDwCqq6ujo6MHBwdfFzKW9mmCDUo0VbUC6AgrnV2WeHPy1i27tm/3Lyur8wSN4YTrHLkU23B6cvLN65HpaZlp9x+eO3/50tWvh8dHGNDOvvaaxuobkdf37PULv3xDc+jYMZZkir5tTn1YUHnp4vnYmDtYeGwqFIGjLycl9qMFi5IzcxkACNAdauGjJ3mZOYPd/dkPHq3/ct3BwODBwWGZP5EB6ISeCw9/Z+aMhPT7TsN4xcjYnUJO6kMMqyCwoPrYcN+lc2cPBga1NlsEQHlFrV9gWMRN08CoAwRgzTU6MtTRbtngu+7mjWtyc6u5ufmzzz6LuHZDmiWYJyyRmCIfT9btYjrI2B3ABL6DjKU2LIM5yKMWD9JS1qxemZOTI9n3asTXGzdvqm9skBOujEXlVFzjdhumhAk+ODz08FFWbm6uFIhXLX6+g9UU++vlkzG191gaLp6M2Lc7tNXSToHUtlcEHA08ejaiud1OAQRwAw2CsLfXN50MOeW31z89Pb2lpUW60EsVFqYeee05NXypZAyMcqxLV2JVccbG3N21a1dJSQnGWFGUk6fO+PkHjFlt8lk2MLLbRgCQ4Ki6uvLevfvr1m9esGhZd58VMyCejTDPjioCQK80GWOmASDQVdB10IyaosLf/uGtnUH78qsr8yvK83ILH9/P3rV59+xZH+dW1baNjCSnphw/HHrzxrXNmzeuW+cbn5CU9iBr7YbN734469S5i5cuX7l8JTw1OeVu1O07N69lZT68fPnG8JA9/2HWf/zzv0ZGJTzKLQ054L9yxbLYh0UDCBDjAETFimGMW7sq9m5avmObf7Q5p6S8PeX+k+uRMXVNrXanIzrm9p/e/f2v3/rFg+yMtMz767ds2rF3b1FVbVRc0sfzfGa+O7+mssU2pmamZx8OOxYdHRsdHfvpp5+uXbu2qrr2QWbWzFnzFi32MSWkHjwYkmqKzX+YFRQYGh0Vczf8Yqjf3u27gx4X1USGX/ndr3713pzPYu49uXUrbs3qDQfCTtc3d589eWLmu+/v2B6Yl1eWlXZ78wafBT5bopNya2seHQrb9seZi+7nVI+O9sbcCU9OTr4bm3DxytWd+/acvXjh0tUrf3rv3VlzZptM8cnJqRs3bQk7eqy+2XIrzvyLt3+/6as9SQ8fdQwNq5p7apCTRVJSUl5eHp2QCP3bPThdmB4yJgAcFJdDnqAhxFFU/OTriMsx0eaw0GPvvjt3y5avOjr7KBN21WEQhWj2ssLHm9et+9M770ZcvZGdk3/m7MXFPkuv3vh63GWtrCtPy7x3PyPtwsXLG3y3nzh8MjPZvPCj2R9+vDjSdO/UyeNfX71EAXQAgwqGND7e/cB8e8acj0z3HhIBjNDR/uHH6VnVpZX2kfHDwYfe/tVbt27eBgBdR7qBrQ4nA3iYm/vf/vt/X7t1iwuhV42M5e4PACVYo0gBIMRwtbXUb9u08fjRY0MDwwKgf2B034HQgIMn2nuGOGVAEQBvbKj78IP34mKjHQ6H3CX18fHZsXO3ouoIU0XVZTjb14iMAUCGWaUEKS7H0bDgJYsXNDU1cRCUs9S0ezNnz7p3P00zdESwjNLscDmdiksAEEaLS0ti4mK7urrkb8kTaADw7Q2gZ9o1JbxsMmZovLWuYuu6Xf57DtkdLgqk394VeDRot//hirpeSca6MQTgiL4e6bNwaeSNWxcvXly7dm1ERIR0wrXb7fAakbHgHOuy38dGhw8E+G/btk2mvgCAy+FXP5wxq6q6Vo5np+JSFRtwvaW5LiUlKTc372Dw4SU+q9q7BjEDRIFQYBy8ZMyZ8UqTsYpdAAgMDTAGQutLS/7hX//xo6WffrZ+je+O7Vs379i1YcfsP86aN3dBc+/gsK7n5GZn3EseHhqIjLwxf/6Cw0eOZT8p+MovYLHP8qhYc//AUHVtzbEjRy+cP9vV1jI2Mvr4cfHoiLMoO+e3v/jlrbuJFKCptnLBJx8f/zqmSxEMAIAwoADI3l+3Z+OK//zF2/MX+fpu8l+7Yff2Xf5FxeUA0NbW+rnPot/89hdj48MMePj1iPdmzcrKLxocc4ZfvLl53c7Otn7g0Fjf0ljfNDpqLSwsXr58+YoVK1ot7Za2rgULl3z08ae1Da39fcPt9Q37d+46cfyMoSEw1KyUpA/nLTlx/lp5Xv6yhZ8u8FlvGVRtNv3I4RMr121Pe/CkpCB/3oxZ27cdaGvr02ydF8+GzV64JiG9UFN7B/pr/vN3M05eiuJcO3XswJkzZ/LyS25Hx3y8aKHv5k2mxIQt27auWv1lfX2jEHDy1JnVa9YVlVUWllVu2LErPj2jY3gUuRduIA/7Kopy9+7d3t5e4olf+O2H54W9/P0xTWZqBhx0TZHDXVFGDh8J3ue3u7mpramxLSzstL9/SFNzOxegIJUBAoFaG6oO7N37h9+98/BBtm6wxiZL8KHDO/fuamitjzZHBYYeuHP3tjk+cYPv9vlzPsm5n7xjs+/b78/JzK+wjY+1NNe7DG5H0vOKgjb8ODVu7vyFiRk5FIAg3G3pzMvMsTS0jA+NbVjj+/av3srNeWIYGAAcTkUeb6trafnf//APb7337rDN9oqRsXCfEhTE0F2SjA3VXl1RvHKpz80b1xw2J+MwNDweevT03v1hDa1d2HCHs21sqJs3d3ZIcFBzczMAqKo6b968vfv8DUQYB5eiMQCDsteFjGX5hq7KbGDI0Pbt3rFm9crh4WFpmq6srpoxa+b9jHSvWuyNiykAbA579uOc3Lwn0ouNc66qKvN4Iz5nPE+1v142GRvKcJelebeTFgAAIABJREFUYfOabSeOXNINbNNsg7ae4BOhew4cqWsZ1BAYWMfEqroG9m3buc13e2F+0ePHjy9cuPDBBx/cvXtX/qg8cf66kLH0jjZ0dWiw32/fnuDg4N7eXqmrxMaZZ8yc3dTcOma1MQB5OqO/x1JYkFtZWd7T03fy1LkVq3z7BselmZpxQJgSbHBmuKMsv9pkrAAQYAQMA+yO0sc5v/3DW3tCAx5XlddaWlsbLMXZhTvWb5896+PKFouNkOHRoayMtCe5OadPn/zww5nHjp8cd6oXwr9e8eXa4vIqAWB3Om7djFyxfKn/nl2pySm9A1ZVZbkZD9757dsx5jTEoaOx7rMli/afuNJhp4wDJRriGAA5Bur3blq5ft3WxLSCqrrOnLzytIxH1TV1CCGMjZDQwEWLP7E7bU7ddScu5g/vv38vK2fcpedmF4UcCMt++IRiUVpcMdg/RAgbGRkJDQ3dunVrc4tlZNS2zy9w7dot7V2DIKCnre2Pb72V/egJCADdNd7X47Nq09avgpqqKo6HHNy0K7DXigiFE8fPLPp8TUFJ7chAv++Xa0JDz/T3W8EYDb9wdPbCL0vruxRnr+Lq/sOM+QGHzxcV5fgsnrN27dovV6/fvvur9Zs2Xr4SXlZRfuzYse3bt9fVNSiKdu3ajU8XLcktKC6uqF61YVNs6r22wWHkOWYtt3bKy8vlkTNN014XMpZmakoQRgqAMT7et3rNirBDB6ur6qsq65ube6xW1TruMhBhwBXdDgIZLmtCTMziT5fkPykSAC7FuBMT+/kKnwtXzm/esXHlmhV7/fYEHQzZtHHn/j0BA+3NkRHhH3y0KLesXnpXq9itGQPDoAxmJ8dIMtYJt1nHywpLC3LyhnoGnGP2Tes2/v43v8t59FhRNEq5ze6U2mFTe/t//PrXs+fPH7M7Xkky5t8m4y+WLb1zO1J1aZRBX/9IYOixXXsP1jS2CsYNxUEJUhXn7Vs3ly/zOXz4cGFhYUZGxrvvvns3OtZARADIfC2vERlLORu6Ki3VjOIDfns2bVw3OjqqaCoiuKik+E/vvZtyL1WaInVkOBUXB4EpoZx1dnclp6aUlJXKYwucc7nAfX6jfkB/vWwyxpq1s7Vx05rNp45fwoTZNFvfWPeBw8HrtnxV3zqgGgIRA0DtaKv+fP7CiIsRQwPDmqZpmrZgwYL169dLG8nrRMacgaAyANToyFBQYMDhw4f7+/vlDBkTa/pkwacdnd3yVI6BEcFaTlZa1sP0rq6O5ubWvfsCFn/+RU29xeZEmD3dMxYcvQZkrFMNgADSQddB05uqKj5e9En4nZsqCE1wgYG7yLXzEQs+XpxXWT1mGI9ysi6ePWU2xUZEXF20aMmJk6c1zM5fvjp3/sKcvEJF1VVd6+/ti7x53XfNqkULPw05dNJqVYuyc373q189yM7XKZTkZi/7bMmBE1e6XQJT4nJaVV0RgG29dft3rN3gu7W910EBXJrQdGodt9vtdiHY/oC9c+bO6O7tGhsfTU3P+HDu3PsPsxGFdkvXmeNng4PCmhtbyksrBvsH7Ha7qqq7du3aunWrpa1reMTm5xe8atWGqlqL4kJVJSV/8z//5/20h7pqYNsoV5ybdx34csOu3AfpYQH+y9dur24dGB2znzp15vPl62rqLZaGpk1r14eGnunrHwHmvHAm7J1Zix6X1hvacGd75VvvzT189uvioicb1vqYTKbRMXvPwODg6Mjw6Eh3b09YWJivr29jYzPnEBMTt2LlqoLC0scFxYt8lscmpw7YnQ5ECHUf3UMIxcTEZGZmCiFeI83YfQAJODJcAMbgYPuKlZ9v2rw+Ljahs6OPUmAM7A5N1QwG3KmOC6wotuGYW7c+njc/OytXADicWsTNyC07t54PPxcQ7H/lenh5ZdnQ8Gh7W19/14A6Nhh+/vTMTz57XFpHsCE4pgBIkjFF4Ox/lBT90YJFKQ+fqIgO9PWnJqRUFpcbTo0Z9OSRE+/8/o8RV68hRMbH7QIAE0YEpD/M+sd/+7ejp0+zV8+ByxtRh2CNGqrbTN3c4PfVzvDLFx02uwDo7Orbsz/oQMjRtu5+4MIbKB8j3RQXEx4efunSpUOHDi1fvryhsVnmPyWUy3P2rwsZy0HozQZGCbp49tTaNV/09/dzEKqupdxL/fiT+VnZj2TyDO8lg5TVNdSnpt2rb2yQwba8A569KFXGVPvrJZMxAoHam+t3bd0dFnxcNzAD3jfaF3Q0dMvugO5+O3Ob1vT6muJFH3988+p1bCCEkMvl2r59+8KFC202m3RYe43ImGNd5g90Oe0nTxzbv39/R0eHbMLFS+GfLlpSVV0rADTMKBMD/d0Xz50MPhhw+fLFU6fOzJ33yS9/8/vzl641W3qsdne+Ubc3NRDBX+09Y0MYlCPisIOmg0Fqikv+NOODoxfPOoFqgmIVqSP2iHNXP1+y7El5RXNfz4GggIB9X7U0N1ZUlG3cuPn4iVPt3X1HT55Zu2FzXlGpbmCHyzk6PKIqzvaWxhPHjr/7wdxmS09+dvbbv/xlTn4pA6gvK1y65NOA45eGkTwEhgUAAB3tbgjcvXHvnv2dveM6BpsTCYBxm6O/v59RHHjAb+as9622MQH8waPst/74x/iUNCJAV42M1PS1q9dFR93taGvHSNd1dXCwf8eOHb6+vr19Qw6nvn37vhUrfDu6xkDAYHfvkoULgg4e6u7qB2rYB/oCQk+duniju6Xx0AH/NVv2DLuYy6WGX7q8/Iv16Zm5A109/rv3+PmFWtq6gatXL52ct2RVeWMngDrQ1/T2+3PCTof39XasXfWZr69vTW1jR09vS3tbW0d7R1dnQEDAF1980dpsoZhFRt72Wbo861FuSWXNqnUb4lLuWXXkIsxA7oNAdXV1169fb25udk9DrwkZcySAgXdXZnS0+/SZY+9/8Ee/fQeaGtuqqlqyswttdlUAGAwJICCQ5hi9efXqvDkf3b/3gAsYHBq7eOXq0VPHHmRnBIUd2LZ7a5w5tn9gqKd7uKe9V2iO08cOzf/8i5K6NqfDJjhWMTiwx0ytDD5MiJr3yafJmbk2l2ZpaTVHm3o7eoCBwLwkv3jr5m1f7dpTX9/ImBAAqmZ09fWfPHtuydJlZVXVryAZiwnKMUMacCKIMTbUH3375vFjRxrq6hVVz8svDjlyIi4xzerUbNZx6/CAqjjHraMY6YLTvr6+ysrK48ePR0dHO5yKzFuKsDuVzetCxrJTPKkkEQiWl5O1Y/vm0tJSA6PB4aHbUXeOHDs6MjZKGO0fHOgb6Jf6saKpVtv4k/y8gqJCAyPh4XV4TckYyHBf982vbwQHhdU3NNkVV3lt5YlzZ2LiU0ftms2ltbZZMFKGB7qPBAcfCg6pqaoGAF3XDxw48OWXX0qF8jmL+6kCXjYZU8KxLsNbEmxkPkgPCAjIzc1ljI2MjJw5e/7U6bMdnd0CoKGlTTfw6MhAgunumdPHT58+eezYibnzPvn3X/zm/KWvW9q6x2yKOzEgQYJj4Ihg7VUmY25wLIACRuB0Dbe2R0Vc+5uf/V3A0bCaLosOjCNWV1y5YcW637/9x+SHWQ8L8rds2bRquU91VUVKStL8+QsOBB7MzM7dtmvPL3/7u2hTwrjN0d7Zcf9eWkZ6WmVpUWpq6pad+9Izcy6dOfP3//t/Xb56o6GlLTst4d3f/3bFxj0N/U4mOMGahonVOlpV8PDLzz5avPizuIT0JwXlBcUVRcXlt27dibp9p6mxftnSz//+7/6mqqqit78v9MjRv/3ZP0TFxbd399jHba2NTRt9N/jt29PYUGfoKqW4trZ6+/btb731ljk+saS06sMPP/rDH2ZWVFmGhx1EN2Kj7s6c9dGN67frSwoyEsyhxy/mldYW5WTNn/nBH2ctsPTbysoqtm/bMnPO/PCvb8ZHxy6ev2Dp0tV5+cXWvvatG1b/v//2y6ik+20t1VkPkv7H3/7Dct+tQ4O9J48Ev/322x/OmPXpZ0t27d0Ta4rLfpyzaNGimTNnlpdW1FTV+vntf/vt38eZEmsampetWnPw6PHy+qYhu9ObftRkMkVHR6uqKndHXhcyBg5AhNwzJsSFsb3V0jBz1vs/+/t/XrJ42dq1265fvztmdWo6sqsOAQSrNqLZTVFRc2bNPXHsdGFReebDnOBDh6PNMQpy3Ym9NeujmX96749LPvNZt3bLtfDrTZUlvqtX/vN/vm1Ky3Y57QB0zKEjAMUgLtvYUHPZ1ZOh//xvPz91+XpJRXVSUlJyYgpWEXDQnRrFLMGcuHr12vDwqzk5uVlZ2UXFpXeiorfu3GVOSjYoc7pU74HCV4SMZY/IMAUcI6AIGNZd9pKCJ8EHAxLjE3IeP4m4Fnk54mZze6+C6IOM+7euf91madFUV3NTQ31dTURERGRkZFxc3NjYmDeftKYj+lo5cHnkwChB8miTfWz4+LFDx44dKywuSku/HxwaEh0bIwDaOtpv3opMf5ChGTphlHLWN9AfZzY9fpIrq2gYhjy17B3qr8+eMcKaS3WMV1VUhoSE3blz5/GT3KjYuLOXL3d0DwyMWPPyC7++FtHUWA9Ai/Ie79u9KzY6Jjs7+969e0ePHs3OzpZnJp1O5+tCxjKiFiVIU10g2Lh19MSJE5GRkZmZmQkJCYcOH62uqVM1o72j69ips/kFRYJTaqggGKW4q6tnz16/BYs/b+vqtTl1zEEAIIIJwhOCfrzCZKwDceouMBA41cL0zG3r1s+YN2fRquXX4+6qBDlGbRFnL/suX71o/qebv9qd8uhBUlJCoP/eixfOpaenXb585djxkyfOnN+4dcfMuR+fPHuhqbl1bNxaW11jios5d+p4aGhocUVdxsPHOzdv/njOzC3bvyooKY+KuDjj3d+t2LTbnFmACAagioGaW1uuXzyx5KMPfHx8tu3et9Z3y46v9m3f8dX+/QdSk1MS4k2fLvxk7pxZERERpeVl23bt/sWvf7M/OLjJ0gYC2ltaY2PuxkRHdbRbAKh1fPheWtKSJYtWrFix+6u9BwJDV63asHjxF+FX72oaNxS1p6vbnHjPf39Q4Ffb427dKK1psfSMhJ85uXzx/M9Wro+MS72Xkrpjy+Y5cz9Zu27Tjk1bZr33wbLlX0bHmFNi7m5Y88XsRZ/vDgqtrigMPej39gczFq9afT8tubO1MSIi4oMPZ344c8apM6cfPnwYHh6+cvkKn88+P3Hs5IP0zE0bNs+fv+DsuUvl1XXXbkXtDz10PzvXrhq69C1yOPLz8/Pz8717PC/szf8ihIdXJIUAwPDw8NKlS2WC3okPHjx/fuEgNWOCVUoVAH14pC/qbuSSxUsXLvgsIOBwVVWTtA87dZcAYrisunMsPjr6rd+8ffL4mT17A06eOpeR9ah/ZGDcZe0Z7IpLjF25asWf3n1/x/Z96SkZ9+NjfFevfHfOgqPnIwYH+gCowUBhwAB6O9uSIy/sWLN07vyFK323nb98NT09vaGucXzMJoP1YoPYrPbS0vJbt+74+wfs3esXHBJ263ZUVXWt3eHChOnGZGE+n8fKst1Op3Pu3LleMp7ipPOcfgEhhAz9AYwCJUARUGQfGy4uyrt04WJwSFjkrbt1zRanTjTCExPMN74Or6mutI6NxMbcDQkOiouLKysrk6s6hKnM3syFDBM4nYs5CTlCsrOzAwICHj9+PLXGwsTY8t6DKAAeLVZGDZJ7xqpjfGS4Pykpac++vUeOHS0qKR4eHWGCd3R1njpz+n5GendvjzRT1zc2PMnPa+toF1MmgyljqmQ8GSarJ2eEUcM2PlJUVHDhwoXAoOCbkVGVtQ0GYgODw8mpKRcuXSzMLwIuFJctPy/n2LEjQUFBFy5cKCkpURTFyxbTKIeXfbQJuDvljODU5bSXlZXduXMnLCzs5MmTlVU1ff2DXEBjU4t/YPDDrGzOCAiOkU4pHh21Xv362tGTp9q7e2SIJ8aBCS4Yl0+T4HSq+YzhWwqJECI9Pf2lkDEChgWRgefHO3uKcx6nP3r4uLy4sLaSAjCd1BdVlmTn5+fkPSkr7RwZsFpHq8qKOzvaXC5He3tne0dXz8BwfnHZg0eP65paXYomAJBuDA70NdfXlJaWOpEYGHUU5+cVPH5UVFo1Ojbe3VRZmPMgp6TOMqwIIUAQxUBj49bOxoqi7LSMjIzCssoHjx4XFBY/eZJfWFhsHR1rt7Tl5+Wm37/X3NhktVpLSsszs3OaLG0DI6OCcc3p6uvp7e7q0FQXACVU7+yyFBbmFxYWlldUVdc05BeUZmXl1zV2IixAACO0q3eosKisPC+719JsVagLQ1dLXcmTrEf55Y2dQ309vVVlxVmPcp/kFZUVFGVnZD7JK2pr7xxos5QV5mXkFRTV1Y0M9DbUVjzIy8+rqhobHQZijI6OVlRWF5eWDA4PGYbR09NTXFhUVFDY2mwZHhxpqGvMuP+gvq5ZN2h7d195TX3v6LiKGaFu9XR4eHh4eNjr8PnC3vwvQkwXGTMAIoNGISF0xlw9ve2Psh9UlNeUllQ1N/foupCTrNdMzZHLfPfunFlz42LiH+cW1je09A4OMeAMKANidY7V1tfkFxRZWns4EraB7tKC3NSsvKqWHkNXQRB5YJABYM1lba+uzM1Ie5CVVVDe0NLW398/PmbDBgEBwjPHa5rR3d1bVlZRUlJWVl5paevwxsEQk0fImmwSET8GGcvQonwiGQMntvGRxoa6krLSVku7gqiM8T06MtTe0qgqTulQXVSYPzAw4M0GJplYtlQGNJt2vCQydt/AvXnjOce6pjoGBgbyCvJr6mrtTod0qyaM1jXU9w8OKJoqJWd3OkbGRl2q8mdAxgRhzojgyOEca2pqKi6paG/vpwwoE0zQoZHh1tY227gLBABQu22ksbG+oqKivr7eZrPJkmUIs2mUw0slY0EwMMwoltvGAFzX9d7e3vLy8pqaGkXVpQ+EgUhuQbHN7uSUgeCGrspJrKOzu7K2DnPxWpIx9qQYBJ2AhoEJCmAAjGPNnXrQpcssGkgwF0WcU91ll1kyvIEUbC6NAmiYaToijMp1PUOaYRgYAAPICKIMgDIByA5CNwDcgbcFlT7owDXgOmOEAegGFjKuPSYgAGs6eCcVAEyJOx8iowTRbya68ea64QDf8OxgAAi70wpJkx1QDQRBsoYCAUcUwBAAnIEgAHK2BuAgZM0xAs4NAAOAYwQM67IVgoEMhzZhiieEMELd0S4QAwHYIAQLWRMKgAE0whl/1mjmZceXCjFdZExAYC43twCQwzHY3tHc3tGCERcchABCwEAcE4Y4RlQFgWwjfeHnzn26YNG9lHSPhIAC06mGuM6AChmlUgqfGbKPDAAZrlk6cOmEAyfA7MAU5qHnCa0DQtj3mWpeWTIGLoB58nAw7DayASeMStMuBdBleHlP1ixNdVHiDi/lNkt+c/y/YL/0B+GlkjFnxJNKzmNm9BxeEnK/X3BJwN535AEnd8li0n6crua/bDJmTPoQ6AA6ACCZoEjI2N3uJHueHGgYAAF8997WNMrhpWvGgoJgGLl3juUHbv0eQO68CACdcAHAKQMBgvGnNwjOAIjgRHAmuJuMZch3xl9dMiaC68ApADABKgKDAgcKYKeG4SVpSVwcKICL6owjoEhwmRaFyuwxBhUMADHARA4eRok8/ggODDoHeXqMyiYhO3AdATgFcM7dZAwARAWuA3AmnyJ4+oAaigqUeR9WzrmBkUHJ0ynbc6fwxEyQccYFcMKoJwKUezOfEIKl15FAIIgOYAAA1QGrWEhipsB0t3A5AHc/7cA4EKIBNzx1kyQh68AYQwQLAEyJTHPkYWYADnLRIDjoBqXMzceIu482eXuafw8fk2mBmCYyZgYH7j08gJzOob7+TpdiU1yGJGNKAbvzPnABxDU+lJedsWrp0n/5p3/duf2r+oZWykDDBAtiMB0LgwHlwBCmWAaFRIokY13qSUApgCYAcwCGgYwDdX2bjGWCL5ltjTHx7aScMtEI5z9w2wxeHhnzb2SAdOfhYJghb/4xTjkjAFiARqngFASV8V89X3tqWXmGjF8vzVgIIfMRuZVjDxm7DQceGpZnmSYSsKRkN0NPU79MhpdMxgACGGOE2QUoAMAZUAyMAOeUCx1hlRAmKQwTFUAX8NRbbeKafhrl8GOQMXCpHHP2NKs6AEiHLEyY5B3KQJrBQIAQwjAMOZw0jCSly2PLzwRcnaocfkwyBgOkmuleaWHgTo4NAJ0R9/uKLjSdAseSnLl3uQqUCcnEikE0zCTtCcYJNgQxAMAAQAAAlGHVPV0yBfRxBKDIdlKEvdENqcI4IkApJwI4I1Qqlwxh6eyhq5o72REIVSZNEwAEDI0wGf3MvTsmG0MFUA4MU4IJox4qZ4wh7iFjhnRZQ6qDbtfpUzImhDAmgAluYLkYBwqAqQuQAZwZFKibjAXjgN3ThEfWnsUBoZ7sQ+53pC6IOWhEsAlf+XEU4qcVnFYyBsEwUgAQYy6ny0q8GYvlBcAFII4NogDTu9saTVFRly+Gp6VmWMddHqXNbaZmcslEuWcdg4AaTgI6gJQjBVC5x5vaGAXNqhOucjfTyGP+mDDhbiYwJmACAYuJE//UYzWLn4SMBfVqxpQTwij12H8w0iUZexjrG/l0n5pqhMcaNN14SWTsFh+nTy3VXKYhcUf28OrHMlGE91/Jx4TRPw8yls3BdJwJB4DHRYOBtIwQqmuaIbURAUiA6iXjibFN2OSJLn5AVX8EM/UEMycHTwovxpg8GiA8R/UMxLBBhPTUAtB1nXLGgMtkz1QmifCSsXu7Y8py+PHIGAFogsucOO6UDSCkJfYpGWMGhFLgOhABhCGNYINzyjlgwgwqiADEgAigTGBKOGUAHCgyDAMBaO6hQxgAxgZwJ3BVB9BA0pXh0VMJCF0AxoLIjNkEYbeld8KkQhAGaZICwbibjAX1Psqcc8o4AqACCBNYeMyeFNyqrgDA4CFjjt3LBa4D1ylIPR6DQACcUg5UAAcBnHICSAAHA7gBnCPGDKoC1oFJj2Jvl3LOhVyVcCEIFZi7x4EARtzmdgZuMvYkkfwGGU/0Z35JENNExkI+OMCR4RJCB9AFYEnGlICuAyFuglSxJsNhao5Rl9VqaIhiQRkYiLl0gwEngA2mIW5wYAJAyBUMR0ANhYEBAMAFx1h49GBBgdqeMVNL4pFC/q5Ww0Qy5nTKk4j4MclYeP73kLHglHLiVRIpgFtl9GysYqRPzCI1USV4vcjYgwmTMieCY0qfcvA39H6PQvzMm9PVL5PhZZOxe9cTHABOaaMDCsAAIwVABSCMCc9WGhKgfqf54zUiYxBcOnA93Z7wAGMsI9h4yVgarJlBGXlqCmLAsSAynZx7RAmPhVK82mRsAOggOGKgUVCpQMzgVAHqNlNTBohKMtaI7tBdAO5k8hgbmuY2C6iIEk+WDM3QDU33mJVAB7AZck/QYAAulwOIHbiqMFDcYqLUO7dyDYDoVCYCoJQgwamUIDOoR5qAEMKUEMEpE8QQXqqTKpoMtS/T1GOmUY4kHzPgTFDOqSRjLACoJjVjlT8lYxfhzFA8ZExl7GUBHBEDNCrJWAUix4kGxACPDgfAhCemNONPN7k9k4mhIU1B0tzOABAHIgATd1Y+75gQE05GvjyIaXTgcjsXYOlNDUAkGQsOjIHXWi/N1CAQCAQYa4pOEFdUzPhTzZgCpkDk4klwYAYHrAqsue03gjFqSDJGDDjWvWRsAOCn22cg5JYC5TK7HmOe+nN3skdOBSOc4kl3BCabRMSPRsbim2TMZEZFwgTlIDBwJIQhJyyGpfoojdUTvWcnkvHruGf8DTIWFIBKzViSsY6MiZRMOUMET+RjTMl09ctkeNlkTKmXjO1CME6B6oBUUBWbJGMhQDCgGBB1CVC4wO4j2t+r/FeSjIV7MEufau+xQ4wxZYIyIY3VBhVuouXAiNsMIACwIAZDrx8ZM8FVTtwGVh0DoiCAAtgxcgnh3jNWERgYMOLMEEAoZ4RySunY2FhX36BOOAD0Dw5YuvqcOsGUDAz0tbdbrGMjAmucERcFlQMAJ7oCAIJTYApTrNJNjHMOwKkA3aAC6yAQADWwLjwGhadWNgFIx0h3bx543/ZKmWJBsfuAJgCV+dgFUMqRjhQmpH7s9uqiMmEUNUDIlKFSSzbczCKorLwcHiBAeLaOgYEmMJJb6BSwNN1zoDqhlArJ3576SecC92KWP9XDZAodJs99Tuga+KFP8g+AmC4yFqCrBggGQAlWKdEACKWYUg7CTYqYCC6AcqLpTkO1U90FgstNdEaBMkCME4aZe1uBYIoI5cL98BDZRxhATsoUQGOe1RtT5BJKIUCZAADv2lk+sR7xAqX8GQP1d879E+Xz/HnkxyJjj4mAM6/6KzxLIAYAwCe4OMkbQOYpEhPI+EXN/eH4r5AxTN4h7tlNeFJlTzBaet21vC+kW/V3X9PUL5PhRzBTCwABCpeasfDGvKMAOuOG2/eeA2aaAF2uV7gnva7MTT55+a8aGX/Dfx6Ac0a4JxwCAAgAeVpPvhAAXgdeOWCY4ExQ9nQJ6i3Xff0AOfxoZExdhiLTuFvHhooK8y9cuHDmwuXmzv4BmyZNf5qCgFPQHcTak5eVciHixs241MrausvhVwOPnLR09TbWlAXu371i/dbm3uHRscHoO9d8fdfV1lQAV0HoWEDvmOoWJKXAqTCcIAgI4AKktZ9gwQgH7lam5YYf416iAgDgXF5crp1eNLnwb13fFIX7u9xL6N9+/cyt3tfCrce7XwvvR98t9O+e91/e5Pg9IabLTP0UbML1nJWv1Ew9c40AIfcBwLPiebazJvYLwDdE57bfvgxJTvbQiknI+Bk37GmtCrhn4W++95OPH/nivxL0488A00XGL8KEg2nCMyQmelPDN995mWBuzwsoKCiRcNTRAAAgAElEQVTYsmVLS0vLy/7FqeIlzQbwUoN+cE4FUNVwMG5wgYqK83x8Pvvbn/3TkqVrXARUBjYX5wI40kC1Vj40z3z75//Pz/5196EzlXWNja2WvIrGzsGRmpLsFUvmvTdvcUpOsabax4bas7IyrWNDYIxpY71pGY9GnMyuEpdLBcZBV8f6ukFQrOmMgoY49lqpOBcECw4G4pQBoaDpRNOJpiNCuczJKh1gvwcZv8EL8BLI+PutfKe+Mv1J8AqR8SuJN2Qs8WOR8SuEV5+Mpx0/HhkrmoNxA4DYxkfiYqPnzJ3/j//yi4ycEp2BQwUQgJ12Z29b3OUjP/sf/1fg0XNdDqJR6tK1ITtBHEA4r4efWLZue2pOmRA6Nca6urpAMO4cKMxKWbF6Q/ugw6UxEKBrCnAi3dx0HTFwH3oRAFarbXxkWLXZkMEUFbsUgwuQlCw8Vsc3ZDyNeEPGz8cbMn4+3pCxxBsyfkPGMF1kjCkSQAAI0hxIdfZ2dpw+df6TTz73WbFh3MkYAGdAFWdrWX7MxUO+Sxd8sXFX+7jRO9yfnZeTmJ5f39wNdCzZdG2b36HcCouijGSmx0RG3u5o66zITZvxzn/+3//r7z74eOmxYxecdvVuTPSa1Ss3r1hxKjh0YGysvX8oJjox+k58bELK1t27P54ze96MWb/59e9u3Iwaszpqahs3bNw6Z+78mFiT06W+IePpxXSR8Z8r3pDx8/GGjCXekPEbMobpImMArhsuAAKCuMZHH6WnX74YnnYv85e/fu9eRp5T5YZGXKPDJZmpmdFXAndsOHjsfFZpXciR4H/9t39asmJrS/sQ8NG4qHOrNx8wp5dkZibMmfnrX/367cqKWuDK6aMBP//9nxIfFg302dLTMtdu3ZTx6EF6dJzPnPlBJ04cvXLlg3fnfDRzweXI25duRvrt3bfy86UrV6y+l5ZJKHT3DJw9d+nU6fN19Y2ajt6Q8fTiDRk/H2/I+Pl4Q8YSb8j4DRnDNJExB+CKy8axDoIA0jOTU6Jv3aUEFi/+Ys26nW1tAyCgtrQ4JyWuuSB925c+O/xDO8bUnsEu341rV6zd29w2RLWOtKSI1ZsCn1T0jtu6jx3eNWPm3IryWqDO08cDP121vmucMAL3kjPORUb0jw+XpmWuW7R0c9CB7Lr64P1HfL/Y8qSixs65w+GqLa8OPBCSkHhP1XBnV19CYmppWZUqD1C9IeNpxRsyfj7ekPHz8YaMJd6Q8RsyhmkkYwBKdUXoKhha3sMHt6/dcNiUqDvmd96ZFRubrLqM1DhT1ZOsseaKr3y/XOm7o6FndHS8P+DA3g1bg1vbhg1n650bR1dvOphb3qNoQ1F3zrw/Y25BQQVQx+0b5+ctW1XRPgIMxobt2TVl9/Oybp84N/e373y+bXOddezqhZubV217UFxmFQIADKd2/tzlQ4dPFBSW5jzOT065PzA4Kl3Y35Dx9OINGT8fb8j4+XhDxhJvyPgNGcN0kbGu6wBcYB0IAkYe30+7efkqMFBc5L335m3cuLOwoPTuzZujXa0jzeX7t2/c6RdqGbJ39rTs89u1ZqN/bX0XwFCyOXzN5qBHxR1j490x0RffeXdGSUkNIPv1iDPvL/ap6hwDBtUV9dsPBR65fKarqGLLZys3hR2sHBs5EnTSd/mmosYWGwAXgBUj93HBnr0BkbfuxsYlZOfkCQADkTfe1NOON2T8fLwh4+fjDRlLvCHjN2QMk5HxZDOIN9Z2R0dHWFhYYmKinEEIIcCFobiAU2AkJ+1e4t1oblBVwbGxyX/4w4d7vvKvLi9Tx/odvc1b167Yse9gz5hqtQ/u2r15+eodbZ1DwIfu3DixzHdfVkkbYc6L50M/nPNJSXkdCPXC2SOfrttY22PrbR/dtnnXsh0bhw1HX1nN2vlLVu7bXTLYf/rwhbU+vvl1jXYAAxGgoCro/IUrnyxYHBJ6xOHUDMQI5VyAjL0iI95NvJ4zaU4JfBJMV/k/FSZrlwRjzBvta3BwcPXq1S0tLXxCiGxvVvafqp5TvZ9NgqmW85zypVicTuf8+fMtFgtCCDxrGv4tMp6udr1seU6GyaYnb9BNGQo7KyvL39+/qKhoqvJ8/vT3/esz1XZNhheOH+8wkOjp6Zk9e/bo6CjGWPKxoijPKWe65PCy5fz8onRdZ4yVlJSsX7/eYrEQQryfPtNN01X/qT7XU71/MnjXWBhjWSzG+MGDB9u3b29qamITkljAhHXYC8jY+2lLS8uBAweio6Pl6CEyNrLgIGi/peXyyRPHg0OqSis5A4uld9myNV/t8Xc6bEQZyzDf/OLzTxavXHMrPjU+IcZn6aL5S1am3n/YUP7wxKG978xZcuZafEVlsZ/ftv/41VtXIiLV8YEH9xPfW7Ak8XFpf481wD/ojwvnPSh81JpXsnXpymU7t32dlvLlsnULZ32amJMzgNyJABSXcS8tc83aDbfvxIyO2Q3ExIS0Wd++3uCHQQ4J4Vmlcc57e3t9fHxaWlrYhFh67rQcP2IGi1cc3BMPyOFwzJ07V4pL/LkrQ8+BnK0yMzP37NmTl5f3U1fnx0ZPT88HH3wwPDwMnrHxIyQj/wkhpwvDMCilxcXFvr6+bW1t8E3e+anrOJ3wTn3eeRJjnJGRIclY/vvtm1+sGUsx9fT0HD16NCEhQX7TQIQyQbBhHep/mJy4e+OGtcuWHz98ZHjISgU8zM7LzM4F4F3tjcF+WxctmPXRZz4bdu/btXvbpws/XuSz/MSZ03eunvHb6fuff5rluyfoasTXO3ds+WD2vMMnTndZGnq7LBv9Ao9cutHS3JVgTly5df3pK2eqHj66dvLU2n279546vnDekiUf+4TfuVPS3OByOQynAgJaWjsPHznR0NiqaliSsTfG4Xdcb/BcTDbIEEJyvanr7mSRAwMDS5cubW1tnUjG3tc/VT1fdjk/4H754DidztmzZzc3N4MnQ8631YLnlDOZBjDV+6ernB/wu5Q+jbz48OFDf3//wsLC58jtO/FTyWGq9XymN73lDw0NffjhhyMjI+Ch4YmPz/cfV1Nt13SVP1X5eE1llNKCgoINGzZYLBb5zjPa//T+7lTbO13jzfvFiSpyenr6tm3bmpqahCePAJ8QsxNeSMZSRoyx7u7usLCwqKgoVVVl7gsiAIADJ9b+ntrSorLCvKqKSt1wp2nDAjRDtY4PtDWXV1UVPCmveFxSWVJUXFxUUFxZ2tFlGe1qa66uyC4pK21p6+zqq6upzyrIr26sN1xWELRjzJZTXi+Zs76jsa6lClQVjY7UdVpqujtKCiuqy2pb+3pVoACUqKrdphQUlt2NNjldugDQDSoAMGHePeNnrunCVM1KrzsQQnJgSIsTAAwMDCxbtqy1tXXinjHzBLb9qev7LF52f01WPnisBQ6HY968eZKMDcOYbDKaqrlsqvdPVzmTyeE5P6HrujtvN8CDBw/8/f2fPHkyXeX/gPpMqZypYmJRXmFSSgcGBj744IOBgQEAQAh5l2WTYbr6d7rKn2o5Xk4ihOTn52/atKmxsZF987nzFv58PpoSvndHvQBTlQN8y+AhNeOtW7c2NTWBJ1K3lDD7nmQsPyKEdHV1HTp0KCYmBgAEAOIw7tJ0XRccC6wBwyAowQbj0D0wLHMp9o8OUqEBKIjYDQA7phQLEIBBF6AD5YCoAaACCAGcAAKhMQ1pDoYMlcOAQxcAmurSsYsxF1DEnOMUuA5MOmLZNUUl+uhQb+ydyPPnL547H15RWetSDAGAiRDwjUj3b8zU0wu5W4Ex7uvrW7VqlcVikRqPHF7fZ7H//zfIXVK73e7j49Pa2goAuq7/1JX6CUAI8U6sDx8+DAoKys7O/qkr9WOjq6tr7ty5fX19AODNyvBnjImcVFRUtGfPHuny+dPW6qVC0q1XA8YYZ2Vlbd68ubGx0fupXIR9XzJGCElL9dDQUEhIyOnTp2tra5tbLN0Dw139Q/2DA709He3N9T3tTYO9XR0dbb2DQ609fd2j1q6R0a7hvv6xvo6uuqbWqsbu9vq2zp7OoYGe3ubuaktn9ZClr7upq7azoWmoo6vT2t0+1j0y2D3c0d/TPjY03No9WN/Z29nb19RY29/f3t/d3FZXPtRt6eyyNLQ2dnZ3dXZ3NTY3NLfUJydEL1uy8N1339/nF9jR2Vvf0NLS2tHR2dvR2d1qaW/v6Grv6Grv7Hjm6pwmdE2C6Sr/p0LH5Ghvb+/o6Ghra+vo6LBYLNXV1StWrMjOzpYftbW1dXZ2tre39/T0yNc/ST0nu3+y/ppqOZPdP1n5XV1dzc3N3d3dtbW1CxYsyM3N7ezsbG1t/fYPPaeE59RzqvdPVzlTlU93d7eUg7zNbDbv27cvISGhfRJMtf5Trc9Uy/kB7f32nNDR0VFRUTFnzpzq6uru7u729naLxSJvmKyc6erf6Sp/MjlMVo7FYmlpaens7GxpaUlJSdmwYUNubm5XV9fEXv4+8pys/Jc9bqdaTmdnp8VikX97e3vb2tra2tqioqI2bNjQ0NAAHudWScn8e+4ZE0Lk+qW/v3/z5s1Lly49fPhw0MGQbXv99gYFBxwM2h+w94D/V2FBfkdCD4aFhezdHxAQdnjLPn/f3bu3+e/e7r8jMGT3yfOH94YE7AkMDgs+eSTk8N6Dm/YHbT3qfyRk76GvQnf7nTgQfPBsgN/J3Qf27fTf4rdnR9D+gKDDJ3fuP7gnIODQ4eATYYFh+3fu3rL63KmwsOCAgAD/g2GhB4IPHjwYePRIyGbflb/55b//y7/8n5VfrD156tzB4EOBQaFhh44FHQwJDAoOOhgSdDAkKPjgs9c04eAkmK7yX0H4+fkdOHAgNDQ0LCwsMDAwMDDwr/7qr9atWxcWFhYSEhIcHBwWFhYcHHz48OFXUA6T9dd09eNk5Rw6dCgwMDAkJMTPz+8v//Ivt2zZEhgYGBoaKgX4/as31d+drvpPtZzASRAQEODn5xcWFhYUFBQcHLxixYqf//znK1asmK7yp+v+qWIyuQV78IwY9+/f/xd/8RfyzdDQUG8NXzgAnsF0tWu6yp+snJCQEH9//+Dg4AMHDnzxxRd//dd/vWXLFvlQfOcjMNXyp4qplj9VeYaEhAQFBR06dOjgwYOHDh0KCgoKCwtbsGDBunXr6urqniFjrzL9AjKWfMwY6+3t3blz59atW2NjYxMSk6MTU+LTMsxmsynmdlpSXHpKQlxczO3omNjk1OjklKiE+OTMdHOq+XbcLfO92IjbX8cmxt+JNcfF3zcnJd+OC78TcznpbmLcrfhbCTcjE2/djblnik03xceZ46PizXEJCUnRMfFRcQnR8fGxCTGR1y48Tk+Ij7ttirkdf+eGOfq2KTnxRmzMnbu3k5NMieZoU/SdlKTUh5k5V658bY5PTEy6F5+QEh0Tl5KaZo5PdF8J8eaEeAlzQnycKT7OFB9nNplMJpMp1mSKNZti5T9xpniT+zKZ40xm90exJnO0+5IwR5vM0WZzgtmcYDbHmeLjzOYEkznBbDab4s1xZpO8PIj1/tDEK84cG2f2/vss4swmWY0fH+ZJcO/evdjYWJPJlJSUZDabb9y4cevWrdmzZ58/fz4pKSk+Pt5kMiUkJMgb5J0vwkSBSMRPuNz3yF4wx5lMJpO770zxcWZZzzjPZTabzSbZI6ZYc5wpzpQYZ0qUJcSZTXGmeFO8Od4cl2iKSTTFmMwJJnOS2ZxgNpvj403feXkhu9LbrZPJZzIkJibGxsbGxcVFRUXNnDkzIiLizp07SUlJcRPwQuGbzeb4SfCtG+PizXFmc1zC07a4R77nQfjG+xPKSTCbzZ6/L/7dqY4fs9kcGxubmpp69+7dO3fuhIWFff7554GBgQmTYKpy/u7KmGITTXGJpjiz2RwbnxCTEBebEGc2J8SbkpJMiQnm+PiEGHNijJwfEszxCeZn22WO+8Y1EXI8TCafiV0z8VtXr1596623oqOjIyMjExMTExIS4uPjk5OTv3f/vgDf2b/mhO8YJ94HxzOVmb/d+99Tzs/p95SUlKioKJPJFBsbe+bMmQULFoSHh0+831tJ2e/TJ4fJxu13z7rx8Ynx8fGevy/Gc+QQGxubmJgYFxeXkJAQHR2dlJQUHBy8Zs2a2tpaLxk/sz3xg/IZc7DrggIgl4s5x4HpzFARAwRgAKgMBBCK7Aw7AJDCMAYYH7YCgAIwQlwMEICuGSoTVENOgygUAAQwhwoq0jBxaIjpBDhggBHVwYQCoDscDhAAih2YrgKMMqZyhIgGHJBL15wuAM4IdTqdcreYCEAMDCoYAGUCEQwAIJjdZgUAjYMBYFCGKQKgIIggBgDXdCRzM2IiGOHAKNdcIJAQOoAOoACoTHBMEREODpqqYcZBACGABAADMBDBnDHgBKiKNUVzIaTLjKGCY5dzXCYZZRwJIFgYLsMhgBCsyRS8GGNC3E7gKsKUAeMTs117s8H/ZOAeD0DuCfqxbNmyqQb9oJh5Eu4SzgwAIgAjpAOAoTO52U8ZCADKCReYay5gmBo6IYwB6FTYFJ0BEIYNpAiOBceapsguQAajugKcuTBgAABOsEYBMABiFAQGpgB16YQrBASAoihcYMp0xhFlhuwgRDQBVADXDFVHmkw8riCVAThUxesD6G2yxHMWtfJTp9P50UcfWSwW4fGO/M5yfgCEAME4p4wzwhkCigTHIChGKgBljGiGzgAIAAUBQEFgdyJbAdhAGFMA0DVCCBMALkWTJwNHrWMvw8dCjpDs7OyAgIDHjx9PV7Hsm2787tfEAGoAR4QwhQsXUAfolAEQwOMYGOfgoOB0aE5dRyCAGggE6DpihIMA4CAwB5kPzu1ywj0JszkDziY+oN/EZINh2oN+yGI9o4kCUII1SnTGCAAIAIQpA+DiacZ3hHRKdBAEI51zkK6vXAAXIMMXEsopE4zDxHBJUh5TBUwS9OM5908JGOmcEQCOka6pLun+7H3oEKYIUwMRhCkXwEGomgOAIKwCcIQQY8wwMGNCcGBMUALeg4dighn5h3UKvNQIXIyDEwEVAMgArAJWmOrSKYxpMGqAA1EABEIB7mLYNabpGAAoEN0YEcY4EJfhdDmtNm3cqowBUM6QSnTDMGBMBQwYQAMAFeljdquOFAABKoDOOAgMoDkAu5wAdgADgAIDDsIAQaggBqNYZsl2KZpLxwxAXpQJHRm6qglOQVCMsQ0ROekiYhCsARAQVFWcAgAxMAhgImSyZDAU7BgBriMyrqEBwmxyRFKwEWEXAAgBA8IAKTpVdE4BGIAL6dTzoFIqZz1qGx8BoIbuxEQVQJzquEO3UkAMiOCY6IocTwCACdMwYwCYAxFuTzQPe1EQ5Cd0QpsWMpZZzzkjlGiMqQA6ABFAbOMuECAEaJr7jDgWRAAGjoAj4FzXERaAAVQmXAgJmRpdYBAEgCNMdQwCABgFzl0UBh1Y1xQAQgE0AAqCEwX0IeBOBqAwkJO3gRRVs1Omc4EwUQnVENEw1Q2sCqAMuNU57jIUl67J/n11yZgRoAQoAmYAR8AMTbUDUMIMwigFUDB26CoA4UQhWOMMccqwgQydEixAgK4R6f8op2bEqE7wi39+inhJZCxlyDknhMiYEpRSornAPgSaXTeoQ8A4ICtoGAN2AmCA/6+9947O8sjyhP/cPefbPTPbO7vzzfTX03N6z/R0GLc72W67bTe0jcEGjMnBgIkCCwkRBIgoJDJI5JxzkACBACEUQQkhAco5Z735yU/lu3+UJGN3y2PRkkF8+h0d+33Fo6pbdeu5v6pbt24xbuAmBF4kOgykpSicCjkvAQ6McIE5CAAmgP8lGVMG9GUjY0vzdcy7gFJKDcskAixCVdPSLJtyJoBTggTHAIRR2zKJAECYa7ptI0ZZBx/3EzLmILil+aRSOCMgWNcBX5/PJ+ciUniLcAPZANSyfTbSAaiqqgAAAmyLMgqcgeAgOHBJzJQ+d6DZs22HviNjW4CJODAC1ADNCbZB5LIYAAOAwERtB6oBR4YADYPtMe8nJacWP3ED1pGha14KlAJFtqn4PKagAsBb2XQ/5l5hda0XU2msEYAK3Ks1C2EIAMWlgs8J1DAAWghtVtwGNpktuCVAADJU2zIMQzMMS3TSsEW4gTrUwCkD4EBRdnb27qPHtx84ciMurs3RSrCJTAUYBuCEcs3Chs0IBWwTIAQYAo4s3QuABOg28emGJQAE6Ih5BYDLpbsUBwNEOCAKDMDECAP3GpqJEesIpbO7FrWq4jYtVQDtvHmZeHU3AAVBBacIWZaFMGFS/leWjDkAA8EpAAFAAJYALNdslABCwDkgLAjlDDjjNmCD6V6s64wJLEDFzGCCAuimRqilKy5dk6lRwadhGzHs8wLnCEDnwBkBIJpNDAEMQFADrDZgimaSNgV7VQQAjBFN9zY21VZVlzmcLQBUALeQyQQlDOu2hRiVGml1u/sTGQORRtm0NUwJBbA5pwAAhGENI6NjLAkQHDgDyyQgQAAQClyAZWMGgHnve2L6iIwBQAhBKe3KEAcAQCxgPtAcms01AC9wG4ABAAMgQHXFstsY6D5MNAw+ZxtwgjGWi2HGBCGM068fzHjpyZhjC4BoqseyNcaYbhoMADEufyhnlBPBKQjCialrXkZBAJjWV4kZXG5v/1kZd5KxYJ2OQ24Yhtfr5Zy3tbVJT4+mmwLAQJQBEGoZpscwFQBq27YQwjKJaWDLJAQLwQEEcA6Uchnw/LcoBfqajDvWeprHXVuScvPyjg3rR42bNDtw+dmYuw0Ot6u96dr5Y8sCZk+bPCHy4LHo2KSmisbD+w7tuXimWncJAEaxz1SbHC2cERDgQ2ZK6oMVsxd+/vH4xIxHGgfT6QXEDAEGAGJexjQuoL6q4cjG0GV+X0yYM/fLdaGrNocfP3MiOz0HGBDL5tgC4EIw+GoGRBEDzcKGaWNKkGWbhlZTUXr+/Pnz128ErVq3fvPmopJCAApAqG0QbHMBmIP0VFPMDK8XsAm2JghmHCGqGLYXd5gvy0Qe0+RCdKyMGYBucSJAs3UKYDFmYkJBUMoRQoxQEMw2Lfka66ZiIZMCsYVNgdiWBoJ2vuQgADAHn269ymRM5f8IAKJURVinzMaIez16TU2b06nJVhOgiuoCjsBSqWkCAAWw5UYD5x0rYyAEm6ahUSak7oASapo2gNFhOolmEwTg1dTKsvx7V45uXbNoyrRZqzZEXLtxt7m5FYArqjs55V5CYpzb0y4Ea21veZSbvWHTxqXLgsM2bbx642ZlbR2TS6n+Q8bYUhvqq5KT4i9ePpdfWGBSrNo2BRAcAXRs0DQ3Nt29E7d50/b58wKirlx3tHsEgMeryZWxTUlfbIr0HRnDM4nTAUAIYWvulsL062cPxianOyi4MEEAiAEhDBgDpAFXDdMTk5R2/NK1Q3t3ljzN8io+qWgigEhr/OxByWfIWM6qu5Oku8HQ12SMTU1OwmrrKm/durXvwP5L0Ver6uoxFwyAcmZjaYio29FcXJQXum7DipC1O3fty8svlqrv8P/1FzJmcv7BKUEE2wC8ubk5MzNzz549J06cKCwqMUxbLo4Vw2YAcmV8/MThuX4z586d6+fnN33arKvRNzxu1dARox1kzFgvKAX6mozdho25AKyB6XTWFh7ZG/GL138XsDw0PvOpxQEEzUqOC5g99e03fn/8wtWSqjahscbq+oLm+hZmMMEZwhg4BWCEggAboKa2cXvIxqFvfXg7Oc1tY6AANnWZtgkgwOBcVzXLVKyHsddmjR3x/oiRkWfPnbhyYU3Y2nmzvoyNvuV1uiSZ+Xwe28a6Ybl8GnvmdbIxAgHtbS2njh1esWJFRVNLbmllfmlpY3ODqrgp0oFhEEzVDM3Cio4k+WFdB4aAIEa4qhkW0gVwzsHrtUzkE4CEACHAqzpd3hY5UnXTYMDbvV7pz7QpYxQAgGJmGaapW7ZpWZZlWDqmhAHHQA1sAlBBbNPQdF21LIQwJeJVXhkzmzObckZAYCEsQhRCTQFEzklLSupyc4tUzaZMMOAAhBs+YLZASNdNAoABMICGEGHY5W6zdC8AFZxKj4jbowKjlqJ4bTABJBkbmLUqGgOwdHfBg9g1i+b85vdvh4RtT8t8jDFFCDU21l+5cik7O0sI9vjx40NHDh89fuxm7O2o6GvXbsbuOXA4Yve+wtIKCuBRtf5Cxoqn/cH9xCWLAydMGnvzVqx0U/tMHdkaMJMzpGve+tq67KyHN2/cOX/u8pfzA8PWbzJM3OWpNpBNRO+nNe1TMoZnRqnP52urL796KHzkoF/PXxnWRADJ99S2bKITogAYVHE+SE7ZduTivvNXd+0Iv3Jmf27+Yw/GGMAUXPoSqHQP9BMyprbBidnW2hgVffHgwYOHjhzesWt3dMyNqrp6A2FMiWHpABwjIzvz/pHD+y9funo95vbRY6f27jtUWVUncyVZNu43ZEyJJGNGMWfE7XIkJiZeuXJl586dJ0+e3LvvQG1dg/RomphREIap5OSmT5w09n/84L//4z/+449+9KO//7t/WOAf1C/J2GCCAQA3gPmAq6nxN95+f/CRc1cVDiYDbGpttRVH90SMGj4i5WG+WwPqo7ZitxHkAkqZIJbd2N5aUFbSWN+gaYYNYBO4dODc0Dc/in+Q3ezT8zNzW6vqEIAGQrPaQQZccKh9lLEm0G/WosU5dfUKQzl5uXNnzJs/88uCJ09BUI/b+fhxTmNjszTKXs00EHUrOsK0rqG+pak5I/3B9CkTR44cmZj5sLrNpViWy+NsaqytrihuqqtGtin/sNXh9Xg1t9NTUVRku9uBEa9LowxcHvfTvILaGpcQgIj5MCe9srLVtkEAsYmqG6iktCr1wX1VV2QaMrfPaHV6LJPW1zXnPy1yOdwgQFcNABAANXW1D3Nzmp3tDMAydZk1paqqoqKiqtM9+MqSsQluOhQAACAASURBVNzPYhQTbHBuSjc1JmZzU/ud2wnXr8c7nZqq2Q6nW5Kx3DM2fT6vV3F41Scl5Y8KiryGIYAbpgLM5gxVVZZnP8qta3QwDsAoMQyvDT4MtTVV7W2Ncs/YxAgAgdl6+/Lx0eMmX4lNbHOqjAnbtvPynkRFXW5paXE4HGFhYctXrExKTnU43e0Ol1vR45NSl69auyh4RVV9EwNgHPoFGSNTaWyojtixZfzEMdHXrkqHDe1QALJMtbmprrK8ora6pr3NrfiM7dt2Dh40pLqmQQAoqs44MAAD2X+LYH8VfUTG0qn4bE/atq06G6uzrn/87i8/DwpxAlABwMHAOgXDxO0AenVO9rbQrceupzaYUFPx9MLxHYdPHS6srzdA+DAyBScAiHX6op8hY3hZyRgEdTuaL108G7p+dXZ2tgB4mPt4W+TO2Li7Tq9PABiWDoK5nK3nTh+b8cXn+XnFAiAx6b7fvAVPnhZ2xXD1GzIWHBmqZepSKakpSdu2bbt58yZCqL29PXR9eFT0tbr6RmneZQBjQWFO3N3YxKS7ycnJ9+/fP3zo+O1b8f3STW0JMIlFtDbQGkFvKcxN//DjEftPXtIANAwgOPI5j+yK/PjDYcXVbTqGhOtJG1dtiDx1qkb1YcKePnqydefOsZMnh4Ssunjxcsbjp9V1zVcOXRjx/sjLsYlHL0QvmOEX/GVgdWu7CeBWGgEsAaB7DdRUu3/TOv+QlanFJV5iObzOkKWrZk+d8zQnt6wo/8D+vQsWfDlr1pxDh4+2ONwPc5+Gb962KHjF2XMXVqwMWRgQGLJi2U9/8uOf/vSnn06aEpOQUt/ampyatGnj+ikTxwR+6Xcj5lpNbf2TguINm3ds2Lj18MEjK5cuXbM4cOOqlWvXbLx5O/nYqbNjxk8JWrw+r6A29UHKmHGj/OYuvXo1XgApKn0SFrZhnt+CqVOnbN2+pby6LvtJUfimiMBFy86djTqw/6jfbP+li5fX1TQKBk6H92bs7TVrQz8bNz5gyZL0h1m6pjTUVF67GrV4cdDMmbN3ROzMzSs0MXtlyViaMsEoMeWecWtbQ9bDtN279k+aOO3zz+fm5hZRBqpmMOBuTxtWXKVPsndv3x4aGnb01Nn1W3fMmO+/av36gqJ8AMqJmXDvzsqQ5RMnTVm/YXtJaWXug/uH9+5dtm7LgVOX165ZtX3bRtXCttyZRyogx93oU38e8snNhHTMAAAURXnw4EFiYqLb7b148fKIEZ8eOnxcN5C0PgzARPzajTv/9rPXdh840o/I2NK9AORGTPT0GZ+fPX/OZ+pew6AApuEDZnbE0XVaWYx4zPVbc2bPr6tvFgCqZmi6yWQIem+jj8hYXkXwzZ5kOuC6aZ/+cWrwujYAZztwE9yq0wYfBTfD7ffOXZw/1T/6fokHwNJaj+xZ4x8ckPAk182wmyITBAKwCH6m0JedjJGhel2tmzeFhYWvra6uFgAlFZWr1oXu2LW7sbVNAOimxihWFff16Iv+X849eeJsVXVDRuajU6fP19Q2ShruX2QMFEkyxsg6euRQQEDA48ePEUJer3fzlm3LV6ysrKqR77Ji6AC0rr7c5W4DoKZpOhyOe/HJxUXl/TCAS3AMoCMDhA7cw9Wmsvys3771zsRZ87cdPLVt98Fjhw4e2xs5a9LEIYM+rGnR8ouat67a9sffvLNy2zYX8KzMnJXBIUdOnKysr7969frHHw9/a/AH95IeJEUnvvbjXx27EFPZ5klPSB3yzvtnoq+ZAIrRKoSBMAcOZn3VmkC/6QGBZW6PDVBQWjhxzOS50/1yH2anpyblPHqIsX3x4uU5c+ddj71z/nL06797849/+nPWw0eJyUnXr1578jhnycIFU6dOfVpe2aIYMXfubNgUnpJ8r6667OTRQ9OmTrkTFx+5Z/9vfv/2FzPmJCemXDpzJmjOjD+98fvXfvlmUkou4XD81MWJkwK2Rxx7mp9XUla8MHD1+vURRSX5F6+c3rlzd3FReXT0lQWB/geOHL9xJ3HKtDm//NUbZ89caW5yHTl4YvyYyWmpWSDgavSNtevCW9tcuXn5M+fNWx26zuN23k+6l5KcWFtbff9+2rrQsL0HjzS3u15ZMpaRFpwSbAhh6bojOSU+fMO6pMT7j7KfvvPOh3/4w6CKyjoB4PS5AAjTvfkP00YPH/7LX7526WqMgmhU7O0Zfn579+9paq4rK867c/tGQ31tUXHptoh9K0LWXD17ZsRHH/3mnQ+i76TE371z6eIZCqBzYACarx2wMy0u6oOPht9OzrIJaJpRW1ufkJBQWFjsdLoXLlz09tt/jLubqGqWaREuQDOJauD8ovL/8Q//NNd/UV1jW38hY4p0AHLp4tkx40ZFXY2mAEgIk2IAAsLGyNA1r2WYnDLOANls9679J46fUTVLTkQQpojRfhTA1dWHXfZOCAFYAWfe2A9fnxayoQ1A9QAQMIlug9eC5rbmoks79wbNXHK/1NvEAUBJvHVy/BcTbmamezjxcmIDYAAd28/0wstOxtjUGusqx40dtWlzmG3bNkZNbe1hmzYHLFpcWlklAHyqFwQDoJVlhefPnfo/P/n34SNGHz9xxqcYXXvGhmn3FzLGpgGCgmCmoTnaW7dv2zJv3ry6ujohBMb43PmLI0aOyszKtmwsp5820gV0HGK0LKuoqOjE8TNOh1dwYBQoAUahnxxtEhwDeHUfMxySjMsLHr7xznvvDh05cU7gzPkL161aOXPS2E8//GDsp2PyyppNBGWPyud+PmdtZGQzshITUr+cM//YqdMUoKWlLSBg4bELl9w+48apmCFvfXQ9McMEaK9rfv93b4VH7DQBMPdh7LMRAw7OkvwtIYv//Y03pwQt+nze7MnTp8z5wi8u5m787TtLFi4IXrp4zZpVixYt+fG//iRwcXBdU+v6jVs+GPqJT9GY4MBFeVnJkoULAgICPDbOKalYt3Hjpi0bCTYp0pvra4IWBoSuD8/NK1wTunGun39FWSXSNMPRcnzvvtGjplZUuzSbPy2s+my0X1j4frfic3o9G8J3Dx06tqa2oqAwJ+9JvtvpO3vm1Ntvv7V2/aamNuXE6SvDP534MOupodO8xyVvv/ne+TOX3Q7Fb+6C23fuUQaYQ05e4e34e+VlJYsD/f3mzg4JWT537rxBgz8YP3nqk4LiV5WMbQ0BB4wswRHGKqXqvPmzdu+JyMrMqayoO3Mmev/+461tbi6g3eMAIDKa+sq5c+PGTbiTkKwg2uLxHTpxYt6Xfskp904cPTB71vSVIctXhKz6ZOS4n//iV9kpyZtCQ4ePm1Zc26ZriuJzSje1gWwARF3Vty8fHzdx6rW4VN3iAJCfX/jo0aP6+sa2Nsf8+f6vvfb61Ws3BYC8/svCggEUlVb9849+8stfv4kZMP7NC2e66Pavout91jRt5MiRFRUVX7eefysZy9gF4EJwCox2kDGzgSNd80RdufDZmJFXr19r97opQNfRJstUGbUJwpwygkVZadWRwyeKi8q5gM4c78xANusMieoNOTv+VhqjxMTE1atX379//7kL7A5fM6BYAbV09J9fmxwc2gRALAACmq1o4LChxeOsuBi5Z83C0MeNpNoCYJ5HD67OCpgdnZrsJLYCTGEEySjBr/bOvysZd4fvIZq6obZi5oype/ftVFXVtC2vpkfs3rNy7brq+gYmOCI2RpbgmGHjyePs9aEb//zBsN/9/g8Psx/rBpJnjk0LdV20w0E8S8nPgb9Kxr0EDpyBoJwRy9R9XnfQwoCIiIjGxkZCCELo9p27o8eMS0vPFB1HbDAA9XhbZVIBXddjYmJSktMoeWbG8bcZ2G9oU8b2x8XF9YmbWkGEAJUrY9BbCnLSBn/0ccTBUyZAQ7sXGLW9juN7d48cNiLraQUVUPKwNHj+kvU7d7Viu66mPmLz9sg9ex8XFj7MzJ4yZeqJS5cNzC8fvjB6yNiHxdW1LtXd1D703UFhOyI9DBvICWBxAapbsxtr1gT6/ezNtxasD1sfsfX2vTvlRZVA4MqFi3NmTFsZsnzZsqURETs3bNyckPKAASxcsmz85KmqZiiaiiy7taVpU9i6KVOmlDU0pT0p8F+0aOPmDZwhXXGpHufWLZvmzfd/kJm9cPHywIVLmhtbuG2Dpe3esvW3v32/us6LGGQ+KnzjzeG795xDjNY3N23fdmjixNmVVaUud3N83L29uw+ErV/34Yd/3rX3UFObsv/Q6ZGfTX76pMTQ6aOsvD//adiNa7ef5BR8MX3O7Tv3FNU0MbOo8OlGUuK96VMm+s2dvXFj+ObNW/fs3X/+cnRFTf2rSsYyCBrZJgChVK+rK5nrNyN8w7qHWbmZGTlutyUEGCbBhDHgPsUJ2OCG7+zx4x99NCwhNQ0DqJju2LPHP+DLiMit/vNmzZ0zI2LHtuUrVi5fuf5mbJza1rpnx45BH4/Jyq+wLQPZGgFwmbZP14itYEdlRvzVcROnXr2TQgV4vUpiYmJKSorL5XI63X5+8z/+ePjD7MdOlw9hbtkUM1B0VFRa9R+v/37RspUNzY7+QsbE1gDIrdjrEyePS05N8Zk6BvCZOgAxVGfHysAwQYDXo92IuV1cVA7PRA1LN3V/JOMu0w8AwHRwF04f9W7gpl1tAKoPgAIWtgFuk7c21D45uH5DSMCqMjd4ABhyx0Yd+OLLmVHJiS6KdACdMwQdJyw68bKTsa0rxQWPZ86Yumv3DoSQAKhvbtm0bfvUGTPzi0sEgABOsA1As9JTjh45UFRYVlRcMXvO/I+GDs/LLxYADqdbAPQXMkZGR8yNZeq2Zaxds2rVqlWNjY3yn0+eOjNt+ozsR7mabiLWsWfMhWXZmgBSV1cXFRVVXFTOWf8kY6+FMGfADaE0AfUV5qa/O/jD89fvOm1o95kgqOlu27U5bMKYsWX1Dq8KlTllQXMClm3YUKO4Td1KT07dvX/f/IUBfnPmRkbuKmtotBmc23d6yNtD49IftduksaL2kz99sG3fARPAxC55zlhgcBTnrQuavzh0faON2nQf4hgb1NHo3Ldrd/i61Y0NdbquSgk1C+s2WbUu7K0/vt/Q2CzJrK62eu7M6fPnz290e0sbWqbPmRO0eKFtaTLpx47tWwMCgzIfPf4yYPGSpSsa65uAUmAocuOmESMmVda7DQqFFQ1/GjzhyPFrNiUNrY3hYbumT/fPffwwJubS9q074uMSUxLuzZ41Y/P2yKZ275Hj50Z+NjEr84mqoAcpmR8MGhp16XpaataoT8du3RapahYDoACaZUZdubRx/dqcRw+FYLpuyiM6r3A0NXBAui3TcRCilZY+Dl4WNHrMyGtXbzY2tDEGbrfhcqsCgAHXdA9wZHsdV86d++KLmQ+yHrl0q6KhKfrmzaDFC0+dPrZlY+jxY4cItgWATPpBVeXg7t1DP5ucmVdOCcJIpwDSpAK3QGtKvXVp8IcfX4yJZwDFxaVxcXEZGWly8OzcuXPw4MEnT51RVF0A+BRNRrbfTUz56S9eO3Pxitwz7hdkbKhuEPj8uVNDP/7wzt04r6HJTBCG7kWmFwQh2AQBqk9JuJeSkZ7t8+qMQmlZlei8s5wBqKbRv8mYm2DXTRn57ozgtRUGaCYABwYUgSpAFcQbd/7syqCQlILGdgbIcESd2b04ZPHdzExNMARgCo6E6HRb9iyAqzt8D9HUrU214WFrwzesq6ur4yAKS8u279y1YcvW8uoaJrgAbpl6c1PdqhVLwsPWaqplWrSktPLzqTN27d4vY+ldbm9/IWOGbBDUNDTF57Et48TxoytXrmxtbZUXo23fETn/ywX5BUWUCYtwzTINUwFAmJgA9OnTp3FxcV6PhhHvl2SMAWzKgFugtwNXn2Td/8N7gyMOnupI+kGR6W45tHPLp598nJVXSgRUPy7zmzxjw65IH5C6mtqYK9GXo67sPrg/9sbNhqZGj22pFr52Ouqjd4deuH3XAKgvqxz67qB1W7ebAAw0VW3TDUQtxtoa1wT6zQxaVNTucFqaRW2ZPqKkoHDqpPGLggLv3r3T3NxaWFRSWlnT5vKGb972wdBPTAuZtkUx0VTf3JnTly1bVt3a7kFs4/bt076YmvYg2eNscbe3bNoYfuz4ydLKmvUbtgYvW5mV8dBWVUDGyYP7R42a/Ci/0hKQU1A2+MOJG7cc9Oq+htbG0HUR0z6fn/MoIzBwrt+ceYxAZWnJ51Mmbdmxs8WpHD1xfvin47Myn4CA7MzHf/zDn1IS0ywDTxg/5d9/9ouYG7FlVdV5JSXl1VXINmd/MXXM6FG3bt1sa3OUlVdmZOfWNDS/smRMAYhgFHNmM2bouuPCxdOv/ernfnP9H+cWFBXV3L6dVFFZ53C6W5ytAESYijCVi6dPv/32Hy9fu4EBalvb9x05sj1iW0Hhk2OH902fNvn4sSPFJWX5RZWZWTlKa0vkli0fjZqUkPGEEmRbqo6oxkRHNLXVFn/19KgxE28lZTKA9PTM2NjYxsZ6yzIAeEVF2fTp06fP+CLzYVZtXQNlAjFeVFYZHLJ6QdCS0qpaxDgTvF+QMQARHEVdufD5tEk3Ym86fB6TUo+ucmar3jaZNNHjciclJB47eso0cGuLs7qqvqS0kgswTFsmn/Fqan8h467yu+TknHPLi5vzpo76U8DaTS0MEIBpEdU02pxNDkcdgPH4QeK6VauvJee0IbA0x7ljO0+eO1VQU4NlbCFjNmWEUc47jfV3PtrUHb6HPWOvq/XM6eNh4WsrKysFQM7TvLVh4WlZD01MnG5Xa3sLAPd6HGtWBi/w93uU/YRxcHvURYuX7T9wRDcQJqwfrYylmxoji2DbtoyHWRkbNmy4f/8+IaS5uXnDxs179x3weBUBUF3fxABspEsy9ngdt27devToEcGiv7qpDQptLi9wBJantiD7xIG9b707aPHqjck5hRiA2FrOg/iVi+YNevftExej65q8qdfuffT2oDHTpz4sL0y8lzB8yJAf/uiff/76L//1xz/6//7lR6OnToqNj48I3fr6v/0qfM/+x7W1927c+t3P/mPc9Bl5tVUyHaYA0L3Go9sxc8Z/+t7wEefvJfiozYAbPsvy2U119Vs3hv3hrTd++MN/+pd/+ddPR42OT0rNzSv86JORv/rtGw+zcwzL1BQ1KfHe4PfeGTRo0K3k1MoWR1xSUsDCBZERW+Pv3IiLjTmwf29Nbf295Ptjxk/5aOjwmGs3gPOKpzn+s2b8/D9+dzEmzm1Yh0+fff23g/38l9U11+bkPRo3bsabvx98/tzJFSuC5s3yy7yfdeXcuWlTp6wODb9x595svwWv/fqN8+eutDQ7L5y98m//52f+8wMZ4TduxP78F//x43/9yd/9zx+898Hg3fv3OdpbjxzYO3jQ+//wDz/44Q9/9OGQoXsPHjEQfVXJWHTkLeUY6QA2gFVTWz55yvj/+YN//K//5b//+tfvHDp0StVsAWAzpBteebTpTkzMH/7wzqbtkXdT085fvR6xd2/K/WTL1uLv3Pjk4yH/9P/+77/7+x8M+uCTbdt3ZiUlzp8162e/eefQmagOZziAIYCCYFgrz74Xvtz/vUFDwrbvS3mQHRt7++bNGExMxhHCBgDNzEwPDVu3bv3ajKzM9MyM67E3N23bvnLtuvsZmQYhMulHfyHjkuK8rVs2DB85bH14WH5pMQVAgh06uCdk2cKS4nyXs3Vj+IZf/+r1//pf/tv//l///N/+n7//1Wu/vXrtptuj2oh0ZYLrL2T8jcz7QgjbtnVve17StdFD3p44a35KfrUGYHCW87Rgw4ZNUefPm952S2uNvnp+x+GT+06ev3rp3KHdWwuLizymzQAsQhGmnENHMqp+QsYMmQCkpDg/InLr3r17o65G7z985MSZs8XlFappnb94YeGiwMKCPE31JNyNnT1r+rGjp3IfF0RFxxw6fLywqEwAuD2+/kTGTDaZy2hqj9t56tSpXbt2paamnjx58sjR41XVtQLgUc7jL2b7nb98CYAyblq29jQv5/Tp0zU1Nd9cFvcjMsYAXtUCRrSm6pizR5f4z/vjoA9HTPhi/5krKmYNtRW7Nq+dMfHTz0YOC1geErohYte6rTPHTBwxadyJ6xcbaqqP7N/z0bAPho0aNmzokD8Nfv+9YR/OCfSfN2Xm0PeGLN+69XZW1uFdeycMH+UfvDwmJbGuqYRz3bRIfVVDxIolAdMmDB0/YUVEZE5poc0Ql85HLkzVe/TIocmTJ86ePffGzVsun3bw6IkxEyZ/Omb81m072hztDXX1a1avHD/609GjRy8MWZWc/ZgC3EuMXxa8KNB/7v7dkY0NdQ2NzafPXxo/adrYcZPOnj7nczjuRF2cO+3zIcNGhoRtvnzz+sIVy4eNmDR5mt+12OiDx/Z/Mc1/wriZETs2X758eue2yL2R+25GRx86uH/jpi37Dh+f7bdg1JiJOyP3Xb50dWfEnqlTpo0dPa64sEQISExO8g9YMGrsmKOnT7Z7HD6vEwRNTIgfM+aziRMnnz13oaqukb66bmpmc0nGXbmpPd726zFRISvWfDl/4YULMZpGKAPTQhQYwjrYWntdZfSFC598MmLFmtCFy1cuWxuampnpVTwAVFdcmRn3t2/bMmHi5FVrN2Zm5Vw/f25ZUNCw0VMiD52uqiz3eR2qhb2ImBjV15TGnNq9YsEXYyd8PmtB8PbI/TduxJaXl0qflWmp8kNdQ+2V6Mtz/GZ/NmZU2KaNF65c1iwTc+FUFNp/yLi1qTbqyvngpUFjxo0KWBgYl5SgY+w1tPupCZcvnCwpzs95lLkqZOX4seM+/GDY++/9+dORY2bPmtfu8HRZJNU0dNvqL2T8jVMoQgjLsjSPY8fqhcPff2PoiDHrdh0sam20Adpdyv6dh5Nj4y2vC0BtclaeuhIVErrp+KH9jx6kKIoir1WwLETpX5rp75oOszt8D+eM5Vn+jMz7u3btWhu67vDxEw6PV2bgepCetj1iW11tNSUWAEl7kDzPb8HkKV+ErFxbXdPQpX1VM/oNGQuOTU3m3pIXRdTU1MTGxgYFBYWGhqZnZKmaQZloam7dGrHrfkY6AFU1JwCtrinPzMxECBk6kseL+x8ZGxQsDEAJUAuYJSxDRquqAjAAcAuoAkLHls9jIwoAXgQEVI5rvK0NNZV1laWNLbUqUhi1BdDiuorsgqdgMqDQaBhNlkE1U2tzqZTLDFxyZcyRAHcbUEMRUG9aXmIhjqnFiU6BcRAU2SYAx5iqmiETU8vrFjTdpJwhy1Z8HhDUsiyPjdt1WyZasUyV2JrMMy6XAjYBQsHR5mSWBYYCxGYALtM2ACvURgAOj8WAULApBk4B2RoAIiZVXJo8Pss4UADVRJqFMeKGjgjiMss8IxQhRBhtdzoUU6XAEcfygh1kmzJzMCZMNdErnPSDWky6qQVHlOqG4ayuKauuKW9tcaqKZVlgWYJQecaXy4siqOa5de3a8OEj7yQkWwIURKT6ACixNXn5jNendgTaMEpNs8GpOw0uKZ92pn9kWAO1EYx2C4t2lXgUGwC4wKalyEzOuuGlzBJAmcCdKcR5U3szA84AMHCbkv5CxgCEUUtTPT7VrWgqAUEBDIK8nnbZH3LPGAQYOpIfvB5NANiIeX0q44A560cr465+7qqIUooNFZACzBIArYbpAssFhhCgOhBgYJquo0YdHCbFio4sRQHOUcd9I4Bt0nkmHr768PKTMUVeVyuj8vQOWMj2ajoDUE3Lo2pd6TAN3Seo5XG3cwamRRXVlDRkI4YJM0y7H5ExCKprCqNYsgAAaJqmKArnXABYNm53uASAW9EZACambrgBKMKGvFLCNDCyWb8kY8XgQoAwLbA0YLat+RiAgsEG8Bk2AAFhAdEAiIKIhQUQUFocGHi76d27J3Lfzh1P83MLSvPdnvbCwvzatkaPrhouLzDQ5K1NHEDu7oAQgDg3DRMDB0AmUBsB6AAqsW1syZfEVDV5ZZMQQl5ByDggxgWADMORgxSAa6pPCIEBNMIVwxTABZdXFFDT0AjlDMCnGJL8OEbACQiKMLUEyMObFMAkwIBQYYMAwUFeHGRotsAAXGBkCQDEOu6oACHPgIKpWxQTTpmmabJ4BtzAJhMU2SayTUYxANh2RxpVE5NX9QrFzsz7rCMxODEfP3lYXV1JKWe046I3hDnClDCMiQm20VpbdWjf3jfeeOvmnXgK4FYNIgBTRJkNggBQQpC8AdMyia35QHAMYMoxz5DNuYop5gw4AqYDVmwqMIAAQAhhYlJmEWoxjgAoZbbL0y6AmrYhgCuajwEnDFvUtgh+qd3UjAtO5RWKnCFkqCAIZbYQTABYBHsNgwFQZmOkG7pPcApcEIQBACHCKFDK5bkmw7SlUcKU9Bcy7sLXo6kxmCpwxJhwW7YG1EkUJpOaWwAIC1AJKFgQkPNxhE3dAgAQ0JHrnEPH3PCvrIy/7QrF7vD9XKEIQAG4pmmUMwFgU9blfwYARfGCIPK6M8Y6iNbhdHel3+o/bmqQq+FOGuaq4pUXIwKAoiiyOXJJgwkjjAogjNsA1DA0+QylHKCzbX/zUqevyFgGpFVWVq5Zs+b8+fMgDXHny98xGgXjQqbzAS6NrCAgiBBM7qvIq0AFQLvblZWVcerk8XXr1gQGBRw9ejg9Pd3hctoYYRsxQjtyAnEBXHABFIQQTAjWUR1jwJl0wXSePe94L/6KBQQhRDf28Wujqis2EoQQsmnyD4ELEAwEk7+XI1K2iEOHVELAMxJ+JYl8UlbWrY2WQ7yb9/A5hkR3FXWHnpYj/1WOLYQQADQ3N0+YMKGurs4wjI7efOaI57eXwzmnFGNs27ZpmrphGJ3d9ZUKhBBCMILt5KSEObNmv/vuu8uWh5SVVwoARLD8184fITrVB8C7jujIqp7RuPQu0GfNyjOFfOPnK0114tf6NgAACChJREFU6etbkh7wbtDVXpfLNXHixMrKyo4JWS/p5S8gB23Hf7/qnE75OaedP1+D6GbE9tZ4k9wjx49t28eOHVuzZk1WVlZPy+kRQEjGZEJI7y2j0Pm2MgAuREfmWSFEh+X5Zgn8az/PQvZnT/unqalpxIgRbW1t8rGurGG91eS/ql8m/tJKPjvIoTvt94Y8HDrn6GfPng0MDKypqfmW53trvHWPb77gnXLKZRv8xXvRMwAAQkh+lq22LCs2NnbBggUFBQVy8Mu34Flr+Z+QsWVZHo8HAJqamsLDw0NDQxMSElJTU+/3HGlpaRkZGQ8ePIiLi7tw4cKBAwd27Nhx9OjRmJiYlJSU5OTkxMTE+/fvZ2RkpKenP0f5PcKDbtDX9fZUnp6it+rt7vm0tLTMzMx79+5lZmZKrcXGxo4dOzYqKiohIUHqNzU1NT09PT09/VvGiawiNTU1NTVVlpOUlJSUlNTd84mJiZcvX46MjAwPDz906NDdu3czMjKSk5N72q7e6rfukNoNpEhpaWnx8fHDhg27efPmvXv30tLSeir/9yBnn8qTnJycmpoaHx+fmpoaExPj7+8/fvz4yMjIv601Lx497Z8bN24MGTIkPj5evi9paWlpaWkvUL99jbi4uPT09Li4uKioqGnTpg0ZMuTSpUsPHz7s7vm+Hv/dobf6LSMjIzExUcqckJCQnZ2dkpKyc+fOoKCgnJwcxjquW352HvafkzEAyD9rbW3ds2fP7NmzFyxYEBgYuKiHWLp06aJFi4KCgoKDg1etWrV69erly5fLryEhIcuWLQsICPD39w8KClqyZMnChQt7Wn5Psbgb9HW9PZWnp+iter/l+eDgYD8/v+Dg4CVLlvj7+y9evHj48OHz5s1btGjRsmXLFi9eLJW4ePHiBQsW9FSGb3lsyZIlK1euDAsLW716dVBQUGBgYHBwcE/b1Vv91h2CusGizsEfHBz81ltvrVy5cuHChd8yzl+gnH0qz7Jly5YuXbp48eIVK1YEBQWNHj165MiRAQEBf1trXjx62j8BAQHvv//+ihUrAgMD/f39ly9fvnTp0l60ez3Vb19j6dKlq1evXrJkiZ+f32effTZ27FhpQLp7vq/Hf3forX5bunTpggULli5dunTp0vnz5y9atCg4OHj69OlHjhwpKyvDGHdtT2CMuxbH38lNjTEWQng8noqKirKysurq6tIeorKysri4OD8/v6CgoKysrLKysry8vLi4uLS0VJZZVFRUVFRUVlZWWlpaUFDQ0/J7irJu0Nf19lSenqK36u3u+aKiopqamry8vJKSkoqKisLCwpqamsrKytLS0oqKioqKCvmY1Ol/qkdZV3l5eXl5+bN//ldRWFhYWlpaW1tbXV1dWFhYWFgo6+1Ru3qr33qKsrKykpKSqqqqmpqa3Nzctra24uLikpKSnsrf13L2tTxPnz7Nycl5+vRpYWFhXl5eQUFBRUVFTU1NX8j8faKn/VNSUlJSUlJbWytHsrSoL1C/fY28vLyioqLi4uK8vLyqqqrm5uaioqLMzMzunn/Zxn9PUVlZ2cV0+fn5hYWFVVVV5eXl1dXVcttXkjHnXDqrvysZgwwpQkgWoeu6YRi0h2CMUUoJIYQQ+VVC0zS5094VCMM572nhzwHWDb6HqnskT0/RW/V297yu6wBACDFNk1LaNZI6NqUYI4SwztgEOQH89nq/o5y6rpumKTda5BYOYwwh1NN29Va/PR+ejdcwTfNb6n2xcvadPPD1OGf5Qe6r9Wv0tH9M05TvEcZYPtllYF9VSF2zzjCuLk76q3jZxn9PIRsot40JIbZts6+fgGeMSaZ79vf/CRlL4wtf32fuRYhn9uq7tr4H8NLi2a2Orl9+Y5w9N75F+131wteNeK/U+73hWYGfbdH/f9A1RSOEWJYlLZfP53vRcn3fkNrvmsv2u5HcU0i9S1rCGBuGoSjKixaqbyEXDF1fuwhUzirkvLxn0dTPmgzGmG3blmU9xwxFLmigcxaMEEIISe83Y0zOELt+2YszlO7wss28upOnp+itert7/tmFr9Sp9HZ8Y4R1fe2unK8iPL+b8F1my7ZtTdOkHf+W8vu633paL6VUCGFZlmyyHOrw4lYGPS2/t+T5SwPUFWfbr9HT/uGcG4bxrD9JGtsXJU9fQ+r6WZes/Nrd8y9K/t6qlzHWZRsldUoHsDw6wjpNaBexficylu+JJGDoOIvS4WvqEb7lhKJsatfXZx/uO3TX2L6ut6fy9BS9Ve+3PC9ZpOuxb3yQYJ2nkHurXjmOn32ZhRC082Tzdy+/t/qtp/XK18e27a6+Et96lOVFydnX8kju6XrfEULS9/a3tebF4zn6s+soICFE/sY0zRclT19DGg35Fsj1MXS6rP8qXpT8vVVvF7/+5YeuWrr03oMArgEMYAAD6FP01DgO4PnQW/38quqrp6Tbu+UMkPEABjCAF4xX1bi/bOitfn5V9fV8JNpb5QyQ8QAGMIAXjFfVuL9s6K1+flX19Xwk2lvlDJDxAAYwgBeMV9W4v2zorX5+VfX1fCTaW+UMkPEABjCAF4xX1bi/bOitfn5V9fV8JNpb5QyQ8QAGMIAXjFfVuL9s6K1+flX19Xwk2lvlDJDxAAYwgBeMV9W4v2zorX5+VfX1fCTaW+UMkPEABjCAF4xX1bi/bOitfn5V9fV8JNpb5XxXMv5G3b0l9AAG8H2it8ZnX4//V7Wc3sLL1q6+Lqen5Q+U07vl9DWkVAMr4wEMYAADGMAAXjAGyHgAAxjAAAYwgBeM/ws7AH62/R2mmgAAAABJRU5ErkJggg==)
“This makes sense,” she thought. “You add up all of the non-material costs of assembly and divide by all of the leads you assemble. This metric shows how efficiently you assemble each lead.”
It then dawned on her that she had seen a metric like this before. She saw the notebook from The Professor’s workshop on Cost Estimating in her bookcase. She grabbed it and flipped through it. There it was: non-material assembly cost per I/O (NMACIO).
The great mystery to her was why the folks at NEMI didn’t emphasize these types of cost performance metrics in newer roadmaps.
Best Wishes,
Dr. Ron