Myths of "VMT-Mitigation"
Many Cultures have Myths of Fantastical Creatures
One such is "VMT-Mitigation"
Introduction
California has mandated in SB-743 that cities use "Vehicle Miles Traveled" (VMT) instead of "Level of Service" (LOS) to measure environmental impacts of new development projects. The idea is that if cities plan for higher density, people will drive less and there will be fewer pollutants and greenhouse gasses (GHG) emitted.
![](https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhpeV-DI1F-6nk6-hPrIKY8nhIBeWr0lObbsgTWP4pb9V5MeXzEREf2VWRWiQxUYx0YQf8RRCv2N0kMQxcq5LLFBkgvHpei7Ob_1gUcB_EkvLAAmn6h9xhFrygFvKqvPNBzaw8-8UlnO9I/w625-h423/VMT+in%252Bout+Chart+2017.JPG)
![](https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiv0B3D2rDAw96XQuqPOgmRUGRsiEZfCJ7a3nquwSyn21VdfFBahJAydDQhN2R8gxto8hmyeoEqtx7LE80JHqw3JIDfUohAmmObIEXR0__HqtXNt8nO51Yv1tHZbBVApMm7VA3I-EtVAuk/w619-h625/VMT+Out+Chart+2002-2017.JPG)
![](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAosAAAG5CAYAAADmsH4sAAAgAElEQVR4AezdB7hmV1U38A8REZSaIL2JNKV3UDqIClhoAtKrClJEqYKAiEov0kSahC4lgYQWAiSUBBIgJCSkk55JZjLlzi1vXd/zO5P/5eT13smQCTczyd7z7Nnn7L32Wmv/d1tn7XPe+/+qhYZAQ6Ah0BBoCDQEGgINgYbAKgj8v1XyW3ZDoCHQEGgINAQaAg2BhkBDoJqx2AZBQ6Ah0BBoCDQEGgINgYbAqgg0Y3FVaFpBQ6Ah0BBoCDQEGgINgYZAMxbbGGgINAQaAg2BhkBDoCHQEFgVgV3SWJxOp+dT2P1kMjlfXm6SH5rZuqEbj8fLPNCsRpd8qTq5D59dOY2uUrjkfq11Jjeyh8Nhp0v6aa11uSTIC5YwNCZbaAhAIOMh4yPp7ohO1tqsE0l3x7Zc3DobB/AcjUYXShX11ZXuCmMq7YleF6pRrdJOI7BLGotaZWBYMKTiaiE0/fSCaMN7NbpsyKFLin57uqzGb63y+xj0dV4L+X159EiITv3ylLV0xxHoj7s+pjj0y3acY6O8JCAQI+uS0BbjmJHSXz8uCe1ayzbA0JiA4YU1GLOeJF1L/Wdl0UGcXfNm6dr9Lx+BXdZYTNMNkgyU5M2mBlOeolYb4BlwS0tLNT8/X1u2bFmusxK/LMLohTxpzdLuavfayZt3cYRgDzu4bd68ucMtG0DKLw7ddneZGY/aMRgMuuZkzO/ubWv6XzgEzPO5ublaWFjo5vzuPL8ylo1tbcqJxIVD5tJdK4biBe2bK6GUutabrVu3dmNrJbq1yst+Zr+2b9OvhYsHgV3WWDRIRIPDAmLwrhTkixYXdKstmJk46P7lX/6l/vIv/7JOO+20lVh2eRmkffnkrMZ/VUZrWEBXi664PSx+WSqRL8Bp//33rwc+8IF1zDHHdJjBjU4tXDgEMn7Tx7DMNWx35XF54Vrcal0QAieddFL9yZ/8Sb3pTW/q+t+8212D8Ws8f/e7360//uM/ru985zttTF/IzrQ25AHiwuxZ6hx55JH1R3/0R7X33ntfSC0ummrGhbYYE//0T/9Ui4uLFw3jxuUXRmCXNBYNEAPW4vH5z3++M+yOPvroFRtnYngSZQC++MUv7rxZKxHihS96huJv//Zv17HHHrsSaSc7Onzxi1+sv/u7v6sDDjigy49eK1a8mDN5884888x64QtfWK973evW/KkQZiJj9f3vf39d9rKX7RadXRmzi7nLdlh8xi8s3/a2t9Xznve8OuGEE7o5okxs4dKFgAexPffcs571rGd18253HwP0t97+5m/+Zn35y19uxuKFHM7f+MY36m/+5m+6Pct6/IsE9BwqP/rRj+pKV7pS/ed//ufF2g/WO/vJr//6r9df/MVfdN7FX6Q9jfaiQ2CXNBY1z8Jh4DI6rnrVq3aDd6Vmo1m/fn3d6la36gxAG2iME4OeK909OpFB9ehHP7pufOMbd16vWZ5oBANUPYYX+a997WvP563Lwhy+qRd+KZf2r5X379WbvZdHvjDLN/xXStH++Mc/rhvd6EZ1l7vcpTZs2LBcP3yk2iVIxcgPz9C6jx6pk7KkqSNNnjr/8z//U7/yK7/S6eNeWWJoV7pPGXnhF9nK9KnjbU+Y8lNGhmMK+eqh066Uy8t98vBLUCb2dQqP8AutFG3S8JZeUOjXy3X4SPvyc61tdHYvvde97lV77LHH+TYDZfgpl7qfDbP5oUk6Kz/0ykMjlT9blnI8lPXTfh1lwV+7+nSu+3z6ZanTVVhFBhr1+zE8+/X7MvrXHiRTN3L6qbJ+u12vdK/OrDx0CZEZWblXnrw+bV+G/PD2AH31q1+9nvnMZy7XQ2uN8wDtWgwuff6RMyt7JZro0k+jU2Sk3mqen9BHd/fw7gdl++23X13xilfsjEZlWTtCp57Q1z/X8iMnNB3xef+lLDxm6cmaLYu+oZX25fXxO0/Mqkmft3q5z7X78Esqjw4r6UGQ/Fk+PHBXucpV6uUvf/n58EDXpyVjNobnoYce2vUDY1FIP6gf3aTRTb/zAEZGaNRNnchKW3KPJtezZfKtwxwPjEX7+fYCevLwcR3eqZM897N0uU8Z2qxRqY9G6PPpXytLG1yjT53ko08dacqTHzrtlkeH4I+n/PBOHanQv891+HcEO/HfbmEsXvnKV64f/vCHKzYTIAbqt771rfrKV76ybCwA6PWvf303aY444ojlQW2BesQjHtEZizyLfUDVcY/GtU45+eSTa5999ql169Z1POT3O25WKfWF8Ap/A0BeeMt3nzh7Lz+DZlbGavd42CQcAcMjsugb+fhGp8hU5lpIWb+NqTOrK3p5CblWl7Fogh9++OGd7Az88CKnr1N06E+EPr/os2nTps4QfvCDH1wbN27s9FX31FNP7TZOCyQe6oanutG132Y0kRF9kqauNPWlyccvvODsWlA+G5SJwSC0ZLsOz+gcvWbT1PdAYFO1cAav6IBf6gWH3CclLzLRp06upcFbW3ItP8F1n3/qKndNVtLgR6b8fujfh2foZsvCs697eEdu9JAqSx334dvHKryk4dGX29c1NNI+JtE7spS7hk+frn+tjoAuUV54JJ2lcZ+2/PSnP62rXe1q3clHeHi36w//8A/rHve4R5kroY3u7ukhyIvMWTnhp3ylkDaGB7rEjIuUpd1SfFPuHo0oSPvGYvgpc61uaEMvX+iXoUndlMtLm1yTnfUxvMMndd3nejYNrXRHAx4M+Vle7vs6R1d8ky8V+5ilHjxzLbUW2rNOP/30840/7VceHFwn9vPI+MEPftB5eN/+9rcv87bPoose4cUpcbe73a2sycZc5CifDbNlkR9e6HMdWfrpV3/1V+vP//zPO4N0Nb7BSL3Uldfn57qvv+vQ98v6vOgU3NGiC88+neuUpTz36SO8wkOaELqkKQtPqTxpePTvUx65/Xp0D7/IuzDpbm8sBjCdEYAMLve8gY40DjvssOWFgTH1qEc9qvO+HXXUUd0gAKaJoL5rgCfF37UY/pEV2YBXFlqpmI6jj3LR05cFQzk+UrL7MtAl9K+Tt1qKF/rIi3z0+CtXRj49VpKZtuMjolNHRJ8FIzzRJ+Cf/BiLFh3tFMMHX/ehVQ+f4BA68iI3tIz23/u936v73//+de655y7z/tnPflZXuMIV6gUveEHHp48t3mJfD9f4p0wafOinDE50Qhvd0PX1582kY+p0jZr5T53wiV7quCYjuKoWfegiHw3ayHEf3aShl0YPNJEXmvQNPV2jCW/1+gGv6JL6yYvs/rjAB9+EjG9yop9rMe11TUf1wgtvvLTVtYhGCC95aac89dVxLR//tCt1ol/4BSspGuXRK/ikLf1UWXQmyzWe8hPxCj95roOBlDGXfPX7+rpHE5592fJTT+r+Jz/5SV3jGteov/7rv+50IcsDFM/z7W53u+7ERR56MbLk0T/RPczRkO1eSsZqAa1+kwbnpNphncVD6LcrDzipS6fIwatvLEZ29FEeWmXpu74OZIr9tqa96EX6pM0wkCfM8pGPF13RK5eGVtrXpytY5T900U0qhD8d8HWfPLJCn7pSdOk3bUSn74TQ9Xm4FsJPXXzxEeX3Ix7qfO9736vf+I3f6I6hQ09ervHES91zzjmnbnOb29R973vfrt/1sf6PPpFNTzLTLjzIQifi5x4N2ugKf46Hhz70oV3fdQ2a+Q9t+EjxkCfq7+igWtpLD9dkukbrOrR4CGlz0uAwKzN16R6ekSFNXsaTPNeCsugfPuSQgV9fZ+0Jfeq6RxfedMePDKnynQ2XCGMRIB/72MfqrW99awfWcccdV695zWu6l2I9kXjn0P1Xv/rVbhFhLDqGZsh88IMfrL/6q7+qpz71qfXe9763M0DSacDlffT+n/eD0iGf+9zn6i1vecv5aHUmWnJyFI4PzySjVZ6Xtx1rP+c5z6mPfOQj3TGxI9VPfOIT9dznPrfL/6//+q9OR20yKH6RQD8T9b//+7/rQx/6UDdh5Bk4okmtjd5xevzjH98ZVryxBlgGFHpPpnT2kjOPLp3p96//+q9dGVrtlQrq9FO6MxZh790XuP/93/99h/Pzn//8bkPIhMrElPJCvupVr6onPOEJ3asCr3jFK7r6acOnP/3petnLXlbXuta16nd+53e6YxZ4i95XvfzlL1/3vOc9u3t5Z599dqentmvTm9/85nrsYx9bj3zkI+uf//mfl72e+EcP4whG3v304cDjHve4+uxnP1v/9m//1j2to0OfOrw7cDn44IM7jINJB8h5/6nzgQ98oN797nfXWWedVdphg8ebJ1Rd9eCWtlqs8WUce1/WUaM2ovvSl75Ub3jDGzpjIHXUM5Y++clPdv2qf40zL6hn4Qhv41B/wOJpT3ta1179gTeatCFpZLg3hhxNPeUpT+n68x/+4R/qoIMO6hY17USjrWjwEgU8jEkYZPGzGML7He94R4e3NtHHxw3//u//3s0L9fAN7pFvfGVxxwemT3/607s2wfYLX/hCV67MPNKn+tB12oOnsa+flWfhlr9SUN94Pv744+slL3lJPeYxj+k2RW3Upq997Wvdu2LWl2c84xmd/jGa4KIfzE9zHH5eh9EPX//615d1OuOMM7oTEXOGPmm7a+uQ/k1ePIvmszYpM57MjWtf+9rdGPcutwcpss0H69aTnvSk7r1tc+n73//+8vgg4z3veU/xJhlLdF4JC3n6GK0HNu0PpnhY2/7jP/5j2bOp3Dh20pM+sqYccsghy30Ib3z7xmLkWxdgb73OBi2lo3XKGpaxYL0190855ZT69re/3c0Fa9eHP/zhjh7+H/3oR7t3fp/97Gd3rzll7NOBrvTQngMPPLCjM5f0lzESXNDST9yRgKf2v/Od71zGlCyeOH3yrne9qxtL6PBk9GuzvUbfoZXSSXvsWXTymhbPXvRW1z5kLlm/w097YORdUGPOGuu9xs985jOdB5IsYw49XtZ9rwPYU41P41md7GVp+1577VUvfelLu/F2k5vcpBtz1i1ezcg2X/A37qx51jF7dLALLzqaX8r7a5M5z1jkWdRXKwU6Z2xYY601xhqcrAf77rvv8rrjgc34hDsdE+lhvtLV+pIxrdzp5Ctf+cqOn/GAxp6ijGyRbvoY7vZ7Y/yJT3xiN+eNO+/jcmbQCQ7WQv2sLtnhI7UGvuhFL+rsErYJfbTLGDSWzTN1yDcu7CHWJHzpZw5nXMAL7c6G3d5Y1KGAM5BudrObdRuowX29612vHF8bZN7r8QRuoNssLPLXvOY1u+OaW97ylh3IN7/5zbsXenUQnsCVWoi8/2EjSMeYpNe97nW7BQmdqIO5/n/t136tvO+RgWZj9oRmcDFyGK7eJzQRTVpGC14Wrt/93d/tdEbTHww72slkWpQdCTzgAQ/oBn7aYgG54x3v2PH3fqdNHgYwstmYQNph4NlA6GxyoPnbv/3bzpPHS/tnf/ZnnTELi9kAA4FMg9tLyeR4Cd+X0Qa9fnB0xhDMIqieRVDZb/3Wb3WLoIXMe3ny6IPGxNOXjFD62RBTBy394IoHvW0Y2mThk0cuHf7xH/+xu/cuqv7BW6TPn/7pn9YtbnGL7ktA/K9znet0m9/1r3/9ru1pN3qLk/7TTjpmHMzigu5+97tfGWMWCrrQw4JIB+PLh1zRQ2ohoa/NX9uMHV8nwtYYVWaxIlO06PhikHeVV4lxeYMb3KCjs3hrGz0YHOShMc7oAFNzIgtX9NDWXEeOBR89nCx8cDHX+gbvH/zBH3See/LUF9SXf9vb3rZbPPE2xh/ykIeUTYanGC50/uY3v9nxvfWtb72sUzC16OtzBp422bx9sAbHe9/73l3fGvvGnPkOLzrY9IwNhn/GnfTEE0/saC2waMXVAtwswr//+7/f9Yd5az2xEXhPzAcBjn/Na14W49HGh0ZguMIMH/iZVz60U49xCxObEt31sUB32EmNA4ZogncW0TKwletzfWMMaKsyY9jGQ7bN3rjxsGTzhzUdlWu31xvMK2uYNZTclfAgi0z95XUXdPjD05g0Huip/0WbJwMWvTHA2KEXPW3a8MFT+/vGYtrpgYKen/rUpzqa4GLN8oBoPpNND2OH/owyMsiyHqJjHJtP8n0gZr3V3v5ahDd9GJz6xXi1hpkf1krzloEMF/J2NGgfHnh6x9696EELDnmHHgZ4M4zpZn1Bp30epI1zOmmHuUOnJz/5yd1c0geCvjPGPEBFjjYx8NW3ljCg6GOMOD42toxb8kXrmTLrlnFiz7v97W/f8YWffUb79bMxh+/lLne5ro55kTVbO25605t2exyZxrxxcNe73rV76CILH3rqO7Lwe9CDHtQZe9Zxr40Zz9s7htZuvKwHcNGeu9/97t28tL7AyQOs8QhLbYVR9IwO7vWHNTNYWDPobK6av+aZeeSXCBiFgj5jLFqbrDXGOd2tj9YH/UgebMi2hhgLTgGMB3oJcGBHGO/aoI/YBnhpj1M1+0D/Ic1DG33s63mQ0B/2Gv2UcdEJ2In/dntjUScDQ8dZkGx4NiE/i+OJxwD2Dp8nHWVoDXCLx8Mf/vDO82ciMSxsoHh4Atdpgs1Jp3oik2eg2TBNOE+xoTOwbPg+6jDg3CtjjDAm7nznO3dP0gaUDjSYDAaDxYZFL08ONj4DxRFTeBiInni0ywKJR6I8A40s0VOYSW2z0i74oDHoDCADX11l9DCI5fN2aBuZjF34mOS+rEPrCfjVr351h4UFPe1OCqtc05exCAsf21i8ItPPfdiYDW5P/uSRq9zTIKMWFmRaSGNwotF/Xh3wUAA/3l6eGPh51YDOFiMblv5WBx9tp4eNLbxNckah97u0jR50YHBZpBnQaNSHuQ3WImls4AtXk5wuFlsYy1sp6B9GBCOX3tpADxHWjCKGpDEbDBmLHnQsqjbz9DsZNjp9Bkt6y2ME0psnyUJCJn68TbykaBjNNiVGor7XNnrbRCyQPNLhJxXpo27uLXY2UgsgHHitjB19Ezqbs0V/tj4MLHY5osLD0RJcLIh4RSdPz/rThodPeNtwjB1eNXmMRovw+973vk4n9eli0aQDr4Y2mN8W+/vc5z5dP6c98LFGfPzjH1/u15X6UB58zXseak/t8RryztBBvjEBF2W8AHA1h8gzJtVnqClPHzGG8NMenhWbJQPIvShogz63ZqVP8oGLMY8XHuYP/I0p84NMY8d6AmfjxDhHrz7Z8Zahs2YyVDNmVsMiD9HozXd60osxbc4a19psTYM57M3nyDZHzTEGiT5QH/1KxqKxwFjgERSCi3mr7/S19sj3UE++B3LrsPFNh2zeHlqz3sLGwy9DwpwMD+uEca4PrKdZM8wPY9I6pa2ithtz2pVIZq6VBRtGhPHA6FXXOGE4eCDVN/qCLPloydIeMoK39ToGABl40d8JQvqBh1CesmDlYVyedSzrGj2NAQ9qcHQSgQfd9B/MrUvWae0wX/U3PvoEb+sh7Kyl5rc1yZqMFnYMW5iTExzR26Ps2fiSqS8YO/I9eNINPV7GPHwYi+hXCv3+sOdGZzysg9Z1RqM+Rms/N5944+AtSHkDzb/sTeaBhwqy4aY+ntZktoL1KONGm9kKDEZeS+2Xh6+1Tf9aH/Sb9nmYtdezGzJGrGsMTA++HhzJEo1Zdouxbc8yZ7UDX3sbY96cin4xcD2MocN/Z8Mlxli0YdsILSCCAegoy1NmPrIAGDANPhOBEQlIwUJlE7ToG9jJN6gMAIsYGtGT3ErGIhoGksGuPloD16Q3CDOZ5dug87SczpRakEwMxw+ZuI4aDGDGpYFokLu30Ep5L9QVYyxaoE0sshi12hA6OCQatDwx+ORpxUSAj4WMDgLeNiIbpidcEyAyO4IVjEULkGP+tDt0Fm+GqAlBP7rghc5E0gabu42e3tqi3wQboslrAbK5CepbEOjMC4AnflJeDX3qqdLYYEioh48JDc98AKVNFhWTz6aNh4CPDQTu2RyVWaDJZGigidyuUu8/ultI0Tp6o68gJdPmYxMxwfEVHUsxFk12NP3gKN+CbaHAQ7958rTxMUKitzrpP3Q2P+21oMMCDupmfDjCgH/0i0z3okXLAmnRsnjFKCUvNDDwBMxQS1tSZsNmLFpA5Rl75i3d9XXwS5mNxgMcOhjYUIwHxnLGlA3H4mpM0cciCgMbkrmv39WVx7OW/tYn2spTpF+NN4Hs1YI+8nAAO22jL92MTw+DNjY6aB9sLd7ay3uLHu50ZSCnD+gG12AYY9F6ERn0cW0c87JER+sUw5kXPvXJ9aAIN3qiFXkNbTQ2N22FU1922q5NsA2/yJrFRF2blvGAFzzNKXOHNwofkeECN68apM/wFunHONDPWatWMhYda+Nhs1UveMBaH/dPYhhF1mBGFZ3oTy4jFo///d//XcZEGQMfLrw5eKvDS2x+WVO0CabGD9ysaTla1G9eF7EuG0P9qF+sqfoLDvDysMYw5Gwgh9GHzni2FsrHU+Q0QGtMueclgq0+h3ci/awt5hYZ2gRz8yRGuHbBiD7Zm2CYPvIwDxvrijx40VWeB3u6yhfsmfYtp07pCwaQPtTv5oOAh9dl9I+j6qy7sKS7h0P7l3lKZ30MC04G94KUXG2GO4MNFisFtInGEjlkWheskx4q7cORB9c73elO3YMVDNVVh8dPvrGlDfZjOHjwMF6zxqhj7fJQRob65r39kVEKE3kZU3SCo7bb3+jkNMHY88qAduo/D7142P/VFekhZUiyccw7svDz8Kc/jE36JRpb9lheyJXW9JUwvKC8S7yxaIAwFoEtGGz5Ghr4OiKdyoAzybjO5YneM5DHw6hDxXgWdVDo5FtwVjIWTRgGgcEg0sVTsgXJ5qAuPlKeFMai9xjdo0Xzxje+sTNuDHpGjifP5Hn6RCfOGov4xvPBwxF9k5KRo7EYTQwag5h3Cz4CegPRwGREkqWumCBPUMekZ+zASH7kSdMHFgeTT7lFRtstCCYsg9Bgt0jY/LJIoFdmwpjcAp4xFhlEkSfNhPQuo6MNE5yh6doGr2/yG5r6xuRiEHhiztjA34TzkGGBYwSg9TRnYWDEuF8tmNQWc/LwDWbRU/8yJL3vErxhD2vjD10/zBqLMYgds6ENfTCPHHjSPzhoKyxgaYFi9FiEol9fZnhY2Cye8dJ5wGI4Rq6UNzTGIh0yTuJZJEO+PtcfN7zhDbtNOXKVCTY4Y8RCjS/ZjD0bVng6HtIH2iJqm/bwltDTkZG+Qa+e/mZAwtmCCg8bH5rQkbVS0B82OXX1KTo8GGYMhmAZPXIcru8ZG8awxV0bLPo2V+O1j5+1itHBWOwHsuQ/7GEP69pC19WMRXwZYeYrLNU1fnkM8TC+6coLbVNTDp/gLk1UtlJQzniDsfUFHuYRPOPNwJORZmwxViMjvNVxHO9VIJu38lljEa21JA9l0QWt9lkrrUfwQMt7aQ3mVcv8lUZXRlDkS23O2hAvHD7GkwcYYzPjypiCmXVRauzia92xFluXrcdS0Vg1zhhswZfxYu1iGJLDqHNaYY7Twxjy0AQL147HY/gY1/YL45pO9ElkVJqPWUtnjUVY2fPI4imjTzBwbf3Cm9FqjMrjWbTvaZuAh3z4eWjx0OxetOeYAzEW8YYNo1u/Ze31YEdnbTEGjRX9hYfTHw9SjDmy+sE48QrV9ozF6KKu9ZRBD+c73OEOndcTRvYS45Bu8M+DQsYmJ4mxam9GQy5PrHlvDwru9DcG6Gsec6Jos3XNesWZJEQnvPSpkzkYWR95YtU1Vjm16CNaD+BubqePkjJQ1eXQMPaNDUa6/giudEukiz3HPonHzoZLvLFoczB4dJhgAPCMeEpzTCMAUsdalABvoiTf4qXzGB3o1O8bi+oJBiljZyVjkcFqMYgO+HDjm6DZCMMHD0aWNINNir/6BtRsKk9At5KxiJd2eeomO+2V4stYpItJgwedLIq8AZEttRjBwuKsnig/Idf0i7HIsJIfuVILkj6wceEJU7LoYFHjsdM3FiZPw4yYGIsmzI56Fumh30x2hocfs/YuE1ki753NjJeHjvSwoJnInhYTghd6fempz+Q3EXkA4B+aYJC6UnwZDI7GVjIWGQgWVYYEneEaz6KFf5bnrLHIyIdljMVgnXru8bWhOFaymVkoYWEzgAE8PN2jS326p65UO2ySjvwtfNpELp4WNwEWjkEZgNqRID/v3Mwai+aijbQvi+4Wb33HI64OY1OMgUNXm6pXObRBmzxIudYubeLdoDf5nuoZzPrBtTnJKHC8hJdALj1WCjYS40i5iNY4YZjxIDIQyKSDsUYP0eZjYUcPExsiz5eHIhu4jcyco6OxYJFnLJKBXko/c9j8iI6rGYsreRbxwcOcMt/1BUObUU8fGJGT4Foka6WgzNy2iesTxnDepaWXeqJ+gJsHmvAKbzJ5wxmLDBY6zhqLZOcYmgcfj2Bi7WAsag9eyjwQMwri7Q99jMU4AvAQjQFzmrFojYGRTdwaoA/1JaPPtb41xjzIpz+1JbxmU7zkBUc6er+MfsYNL695Yv2x3jE+6GPNshbG226sMga8C+pdOnqYu/TKWPNwmXm1krHI6HEalgdduEYvJwvGXDyLdDZO9Jt1CIZoBXOfbt6ZDLbmI6PMOh0vlrYzKO0XDCC6Zm5IjQttSBudasDC2CG/H+DGSNqesYieTHu3Oc6IgrU9DbYMMg8FxqG2iAxn64cHSusPL6q1DI7aZj76bUdrhAer6AwTuhsTTv20n87qaa/XQvBXHx97lnFuvpn3ThsZmPY59gnd6C46FseDngI+wcPeDgcPDOabMWgvtH7iAVfrTdYeY8PcMa7Do4/rL3p9iTYWfVRiYlogMuANPBMHwDosQadY1HXUrLFow4qxCHRfWfEO8EziK+g4Hb2SsWhAeK8LrYiHxctGa1KSnUHhmMQCKI3O+Oc69Q2s1JPnXjprLMrj8jbBPem5Tz0pvS1EBq5du7AAACAASURBVLJBTTeD2UJh8GXAo/U0I9/kRydPSIq3QBfGIuwN1r6uynljPFl64lRmsnkK9HSqTB7+DDLy8rEOOTEWTRj6CPItghaDHJ3L09f6yCZrsXKvvfi7zoTTRvQmFWPRgkEneWIws6jipf9tasaAzUmgrxAMupvz/iPLhmocMQrwFKRkwygeGnxEixH8+q9KhOessQgTC5rFNBtG9EgbtJnR5Wmet5dOIvnabZF3ja4f0Aj4iXRDw2iEkdcM9BF85YuMIBsbXQQ6MJL9vMZKx9DxLPZlq0OGDYjxY1OxsDPI6BRdPOGrbyyQlzag6bcJP/y9HwRrD1DGkEiO8uia6y6j91/GVx9bMmKc6QdYitEj4w1u8sgKhjYo3jibuIcn+tncjDEezL4c7xwaPxdkLBrTMOsfQ+MrRjY96Grc4WnjV67d0c11Yg+C5Uu6wZg3Cv68ozYum7788DN+jQ/GDN54qivl8XDkx9iObn1jEY3AOPMwZQ0VwieeYu8sahO+PpKwBvPohY4u2koPa3vk4884w5uxKB+tddLabC01puSJZOhv/dvn0Sk18x/e0T96qGMtpodTLGP3CU94QsfX+GVwefi0LjLmycEDNjmGNg/gS5ekdOpjPmsskhuPVTyd1JWvnrYb2/qSrvLtS3CxDrkXBfmw8WCKVjCW9GGMRXnw0pf2PjK1gc6JdDY38BDpwDHggTW4Scll7FkLt2cskofeayUevjhG5KlPjvcD8YhDRL625zjcQyWD2RqJHi+66ic4WLf1R8aBMm3qjwV9CBs81Q+WTurkM57VSb/BB+4eAPCVn3HKdkmb6IqXh2frvHFjnqPnxTeH7ZXuw5teont1L4qwyxqLGghwljswHPEy7vrRxDGZgeLIwPFB30PBwjZADESDEy3wLMwWOIYEGYIOcVTMqDIh3IuMRAYkb1J0cvRGJxPJwCLfIkT+ZS5zme49FrTq551Fm2rqy88xtCc1OkSPGIt54T667Uhn47uSsWiAcvObjI7T3dMbrScSbfYyvglARxPD0zZjEc/oYDJY6LKoROfon3uDHJYWbd4s7/tlYjFUTGgT04Qmz5Mz75D3P/QJ3cjSfzycFiEY0wWthclmaBHRp3hYsPSJzdTE8eQuHy8LML29JI6P6PiIJ8TkNCbw1n4ufMYibNJuZdqGzgMBI9HxGSM7eikPVl3F3n/q8cJ5CNAWY1g9+TxJ2sJ47h/ZG1s8zHnFIOzI6RuL2ijPmNRGxhTs8DcX1M/HChYtniRHNDYt8uGjH7THU32/Ha4TYYOvxcnPXphP+tSCp4/6Hgh4618bNxn6yIZvznmJ3UKHr3xfLnpw4yWKrODt3vyzoBq/FkpzPnRS+jCueEvpRx4jljwPDgwSGAno9av+ZbjSxxgPv2AZrGdTejBMQk9PMcaMd3l5yGBPriM2m7Q8dfQHQ8TDK9zRWTd8TOGVBvI9kOgjBmiMemOeQQdTng680Jor8ngyghm+NhNrEY8hPWBiTvBWyiMXnXdkbWLZmNDyoGiHhzZyVgvKyKQ/g8ArGuaFMRZd0ODjQZC3x/tyMWxgkl9KsNaFX4xFm3fkq2ftMm7Nc+1Rn2FqzMezaN0x5swbPLPZotdH+o++CfgzFo1fewRM6W69YsD74ts6AS994MGQwQL38I6O4ZkUHyGpa7Rwh5W1Tpu8Lxi8rEc8zfrExz/0Vsfcg4d1WluNEXPP/PEhhnHOO45WG2IsapM80Z5mTPDiwli78PHQxDsMs75n0b5kPbUGhwfe+JhvcTzQ3bzDQ5usbRlzHhDNdycN+MVAtPYYi47ftQ0PtNZBpzX6KPODnjx+xhjvnHz6rBTkawPHh30OPuitgdpi/Z39cBRW5hADXX8YP+kPfczra+w6Ps7cMR6s2+Yd/MlVR7vZCk4fwkOZtutTHxBZA+iFr3eX4W4NI0uMt967wIxsWFm/YWUPYbia32Shj0c6Hy4ZM9psHnpX2qkqHcSdDbuksRigpYwOHW0SzUbei3SggaRTDdyAY9CZ9AaPowVPCQaszUxn2HiEyPMiroFjIMgzOfLVlMkqTwepZ1Cgtdl5R4Fs76wwTslFh56xaJHiacNPpJ/Fy6QjS5CnzALOUMsxdFe4g/+RZ6P0tG5AGdTRg1uba96EcAznyRAmdPB1ZnAzeRmLBiU3Pp7RzYKpzZ6+6KpMkPbvXes3E9yCq98ssiaLjdDEYXQZ2OqKjA262cDpaWEzmRz5a4vFkR7q5H0+tDb+LKomKd4MVP2rLdpvsuovmxnPoQ1f240rExVOdEBLpkWPUaE+mQnuTVIeLv3sWCJtD13S1JHSL942mz0MLGoMBAaQPvCQADf1pdpo3PQ9i2Qpt8nqB8ZEdNTvDF2bp0XFYsyLp82eaPGkh/bqWxjZkBiJ5oc8C2n0Ry9EJmxsogw7886YcYxmfsHSooVGfW3BU7/rc/qIxoK+tVjir0/NH4Yy/SOrjymj39GLDd2mOLtZMB7ySoNxbzO18MPHO0ZkwShBfcdOFmljJQ8FKd9eagzpt75+rs0dD1AwNHbMLR5L2NtkrBfoGInyGIfocwyJr8U9mOQoyrGkfjSWGcvWOO8swlhf2piNRf0oyBedWsCLHOsSbBnd9DNneD6sWTwwDBCvMdDPxoLG+sOIwUufrhZgqQ8ZP+aDh6cYCuqoS0/zz3w2bsxlbTL+6OghB49gap2FB4+rPJEcc8V85X3L2mVswReW+hh+xqh1Jycz8kTGo/raiKegjnXZnPHeZWSRly9VHUf7gMg4NdZ55rPnbA+blTCjhzpeN6GjBxZjJ/oYA8akec+gM3bTp3TywKDcmsdYM76NJ4Yaz27WAn1nTWFsqC+Qba8xHswNa5DxZY56wCQzTgB8GIXGhodWgY4iHnTwPqW24I93XjfQz2ToUzrbC41fY82+a8yjoYM+IgtfPOhtLbEmmtP613pjrYGXcYbvSgEPujDk6Wf9sdZYW3i8PRAZ2/qOrEQPqbAwFhm1McLSLuPXXkx/kf68weaW8ZCHGvz0F9nml6Bt9LVGcRIY19pHDuydUJk38FdfG9RhxNuj9SHdYKCfjRttsc7n4Zp+PO7GNjprgTUChtYG3khtEXc27JLGokZpHPA01mZngWGk9KNF1ROmQcsQtBHq7IAOeJa/QecpwBMGcBmFPGr9p+fIMglZ8+51oMFlkuY9nAwimyOdeLJyLOmpgE7K0vkmMZ6MRnmZYDYOE87AkKcsCyseFrXQ7mgn09mA9a4CjwkjCF84iNrrSdHCazJaBB3LMaCDNx7ab0GGXXDAh7GoLd61wC9YKAsdXeltg9AOBg0DmKFgENuo3dMzddBbWGxoFga0PvaAHWPJghWDjiz6WuRNXIaTDV++hZeHSX/w6GQhxp/RYXzwTugzhqXFCebqiuh4Gsju16WntmozPXixTXZHGuopEzNuZ/uLDN4VT/U8AMYfI5ge9OeBUp98/NDb9ODHIIj8yIEf74+ncXVEZZ5a4QJjvPUzwwG/0EjxtjGg8fRpLmTMo007Iq8v39ef6nqSFRnejEw0osVRPU/2PMgWeIunecQA8M6XvtdOWDo50C8Zg7OyjQt4WQNsVHhHH20JXrwo2qtNPE4eVizSaNJ29fQh74HFleGnbEeDsd//SpFs9fGlvwdLizWjzrGhudb/oIBsbbCe0NN8MA49nOGTMa7NxqFNyQ93Gwf6Gg484eTCgbfQO1A2XfUT6SLPmmftM+/1q7XUvPDgRrb1K2tVNnf9Y1My/oP1Svj0+wCe+odxQvfUC40UDsasviHbmDAO6RU67TJOrD3mFj74yTfHjRN44GF9s9Z7qDLWwodhbo9g7KiXyGiBu/VISL512TpsvZUn4OWaxx1+1kqGjnXBeq2MboldpR34D70+sgYYS/CKLGX6H/bKcjKCXki5NcsYg4PI0KBTdEFvr9JWewxdjTsYS/FliDKGrQ36X4yHFj09eL7oEWMjbbbH6UceOTzJI9v4ydrjga3/8Ke9Hgo88Fgz9D3DmD7qhjde1hK6WzusY/Z1Y9+YcK3OaoHeeHGM0AEP6xPPtLlijFrnyKQ7WtF6Sib7wH1C2obWvIUHzI0H8wi+0Uc/OjExlvqnkJGjDcavPUtEY0xrlz2OLLShVybfXs4YZASzdXhfGYtkoQ1+8Iw9Yqxqj7mEho7SnQ27rLGoYQDUeRq7WlQewAK4jpOXe3UtoGiBJmZTQ5PBIz805IdWXiY1Xujd42GAusYnEb0YvslXN3yVyycjoU8fOSnb0VQ9fPFPe9SNLLrS2Ybdp1Uu0CH1Z3UMBhbwhFn95aft5CjHD/7BS3mwiF7K0OItyk8Z+vCin4BeefLVUYZv2iUNppGpDWk7eeHnOvVCm7pJ5avL6PNFGvqE0OS+n5LpnUVHMhZbfPLOCf21I5i6FqIPvmLy1RXxTB33An1c46ncfdrUEZzXv6mrDI6pR6aQNHWkdOhjrT/xEdGTiyb13ae/8UdDX/na4j59jlfqpn7H6Dy56sN9FofUkaIR0+7ggI/ytElqs+NRsRH+IiF69+WmX6SJ0cM9zNy7phP9khedg0l0xR8d74FxEj59OrTaIk90nXt4us4YU06WPJgHo+QpDz+yom/a2RXO/IeXgIY8dTI+wleZmLmJd+ZedFQnAS3d0ib0yUvb6C+SEbqURR/1lKkr5L5PH/0jD01C6pIhBi80jGjl6tPjFw10Uj86ucdLJEe+SK6ANtfy0cHTg3ufPm1NHfVE+amHT/hFjjZ4yOFZZMzg2deRPCFpeOCDR+SljnL56XP5yQuO7slNnfByL199NKGXLw+dvNVCxh8a9EnVUyYPL22RJ0a38JcXvfr04Wf8Grvu00bXwSF83esjvMiOLDqJkYOH+qkX2eln+qXMAxTvvAdRPNEKoeEskC+mXfigC21X4UL+t0saiwEsILlPh6zUzgAf0NzrhAxwaTrEdQBMPTwDaNLkoUl9ZYL7lOObOn1+kZGypP38Ph/lkeU6/EPTZVzAf5EhVS/8Vmp7aEPXl+k6eIcu5f38tBcP5dL+tf5YKT95ff00LfTpx9D1eZLfl4NGwEuZ+0T3yQ+NewGP0MtLnX5+eEvlm+Q8YRZWXrJ+PTxD1wno/aeeY2hGpndwwhdP1+HTv3ctSJOf+9SPPOnstfu0P/XCp08bDJLXCV1hPqibRQ9tn3/0T6pMH6qTvPSpvH6ITqFTV8h9/zp1Uye07kPvOu0mU6C3fP3As+K9KB8Q8LjJ39EQWnJF9yLZScl2rZx8qXIh+aHt8wk/dP064R3a0OEh9vsvNMlP3WAfvnBAk/vwWilFs1rAX3l4JU17Ux4dgw190Eav0M/yQpO6aMJPfmSlXN3E0NE7vNHnOmn49OnlCX1dXKcv0wZ1xNCvhlE/P/LCO3LDJ/dpR+jlC+5TNyl9xPBIfp+Xurx7PLK8juaDOlIGDU8ZT/us5z7y1cc3qfHjPjF0UiG69PXONbnq9Wlc515Z+LgWwl/dlHUFvf/kh4fsvgzXMezQRYfQpG/dJy8y3aeOVOinqZM0OqCRF1lp42xeyiODB5JHlKcQznRDw4vOm8kD7CRKHp6z+uAjKiPLdfqrI96J/3ZJY7EPwOz1bFsBIkgDTv8+10nTOe5XCsDFJx2xEv+Upywdk3t88Ukqn9wE9ClPfuSGZrZO8reXRr60f61O/z5tk/Z1Ce/QRkf3ri0uCf0yeeHpOmXSDHY8EtHkWpo6rlNXXnSTH5ySogt9v0749fUJL3nKk7oOff8affJde5J0zOm9HO+BOIbmtemH6NPPy7XJyrPoHUKexYS+3rP6aifsZvPV7eva5yE/9MmX9q/VT/uThiZ04d/nlzx1+nTpj36bUi6vfx2a6Ji6aPAXkiYPdn0e6oSmfx2a8Hbfb59jNUezjoC8O+QdWbx/kRC54btS3ZX0CF3Kch9+0pS5Tn7wQZ+8vuy0Ubnr1HUdfikLLu5zHZ6hzX34JFVnNszSKk9e+IevMtfK+2V9/EPbl9nnl/zwkMJntl6fLjr3afry0cZQQCOGf9ozyy80ysMrci4ojYz0q3vX+MzKCe/Im72PnuElTZ409aSCI3Tv3HlnlQfRMahXGqxL3odz1MmgSsi6HT7JD7/ISnnu9Wnao458IfonjY7K+jxCLy8xdfr8OqYz/6ELr35ReM7ykZ84W6+fH17h06d1LShL290n33Xkpp40uoZWffle8fKKEw+iI2qvKvgY1rv03vN0lJ6+Vgeffho+kem+r0N3cyH/22WNxQvZnlatIbDTCGTCYeTacaCXkh1des8z7yruqCCLiK9bGYveO8Ezi/yO8mh0Fw4BWIu+ZM3HXXnfTX4LDYFLAwIMQa9deMfVx1c8iT6W8PDkl0asUX0D59KAya7WRgYeI937/t4j924iA9FHMbzCPtLiuIiBuNb6N2NxrRFv8nZ5BPLkRtE8BZrEPKvS5O1oQxglecfIRG+G4o4it/N06SuY2xDz9J9+bAbjzmPcOOz6CJgHonlg7IuuxeRLW1h7BKxBWYfsD9kj0lfWrH4/RcO17q9mLAb5ljYEeghkIkozmfNE5z75vSrbvUSfOrneboVWuNMI6C9Bf2WxDdMYjVmkk9/ShsAlFQFzIHNCG7OuXZj17JKK0cXRrvSDfUHQR9krsj7109m1bK10bsbiWiHd5Ow2CJiYfcPQvQmaCZuGzN4nf6UUbRaDpCvRtbyLDoH0TxZenHOd/m19cdHh3TjtughkLtCwf92fD20uXDz9FwO+3y99TZKvf9Jf8pLfp/1lXjdj8ZeJbuO9WyKQidhPNeSCJvUFNTaTuy3KF4TUzpdnUQ2nGId5KtcXrltoCFwaEDDeV1u/sh6l/NKAx67UxqxVwT/3SaNr1rDsI8lfq7QZi2uFdJPTEGgINAQaAg2BhkBDYDdEoBmLu2GnNZUbAg2BhkBDoCHQEGgIrBUCzVhcK6SbnIZAQ6Ah0BBoCDQEGgK7IQLNWNwNO62p3BBoCDQEGgINgYZAQ2CtEGjG4loh3eQ0BBoCDYGGQEOgIdAQ2A0RaMbibthpTeWGQEOgIdAQaAg0BBoCa4VAMxbXCukmpyHQEGgINAQaAg2BhsBuiEAzFnfDTmsqNwQaAg2BhkBDoCHQEFgrBJqxuFZINzkNgYZAQ6Ah0BBoCDQEdkMEmrG4G3ZaU7kh0BBoCDQEGgINgYbAWiHQjMW1QrrJaQg0BBoCDYGGQEOgIbAbItCMxd2w05rKDYGGQEOgIdAQaAg0BNYKgWYsrhXSTU5DoCHQEGgINAQaAg2B3RCBZizuhp3WVG4INAQaAg2BhkBDoCGwVgg0Y3GtkG5yGgINgYZAQ6Ah0BBoCOyGCFwsxuJ4PK7pdNrF3RCzXUbl0WjU6RI8d1SxYN9PV6uLJsH1rKx+eeh+0TR69OvJm0wmNRwO+9kX+XVf9vbaEn0o0KfLtbR/HZy0QRgMBl1bpAl9+lyj7/NCm/ukqb9SigaP8OmndBLkCWgF4yhlrvs8+rS5zrjrKvf4KE9/9XUNv+RJE/p5uZ7lH9qWNgQaAg2BhsDFg8CaGos2AxtKNotc5z5pNqWLB5LdR+qFxUu92bhSq9M/0lyHrp/nemdCdOnzmOWftvZpLoprfGPY4beanOiYtE/bz4uxJY/hlHYkJSvXaCLbdfKl7oVcu09e0o5g5j/8IoMurhmoyYuMGGTuozMaIbKkyrUjMpP2aaNCymZ1Jl+ZOtLQ5T70s2n4trQh0BBoCDQELl4E1tRYzGaQJmcTki/MloeupedHIBsu/Gy4wfH8VDt/FzlJ9Q9Z6afkS3cmrFRf3qwXbiW6nZGrLp7as5LxM8s7xk1oUx485LuO8YV3P6a+PG1LvfCJLtLISN/KE2IApk4/Tf20R130fWMtMtEq6+sa3ouLi8ty5EUHdYXwcI2PcjHldFfP/dLSUkcjlZ/70KqfqM5KuPTb2K4bAg2BhkBDYO0RWHNj0SYh2jjEbBpSm0bu1x6K3Usi7L75zW/WP//zP9fGjRs77C7qFmQTl8ZgsKHnPn3m/qIM+Gnf3NzcstFxUcuIvmeffXb967/+ax166KHbHX/kay9Dav369Z3Rg0fGsWsYCTDSJ+ecc875ytVHr1wIT/d9LHOd9Nxzz62tW7d2NPLE1UJ40eVTn/pUvec97+nkRWZSeoTXmWeeWSeccEJnqP3TP/1TfeUrX+n0jBy0wV9914n0SHkMxrRL/VxLf/KTn9Sb3vSmrl9TP+X4hH5+fr7juVobW35DoCHQEGgIrC0Ca24sat7mzZvrgQ98YF35yleuPffcs65ylavUXe5yl9prr72WN5K1hWH3k8YD87a3va2ufvWr1ymnnPJLa4DNPOFHP/pRPfGJT6wf//jHy8ZCvzx0O5PGiPjf//3fThYDIsbIRS2LnieddFL99m//dn36059eNp5W0h/exufVrna1DvPrX//69bnPfa4zEOnHUGJInXjiifWwhz2s9thjj7rqVa9aD3nIQ+qII45YNr7QMU6N/Std6Uod3etf//plAzAGE3ni05/+9LrGNa5R17zmNes1r3lNN3fwWA0L9Y8++uh67GMf2/Enw/z6xCc+sexhVB9vgc6vetWruuia3u6Vk4GfqM4HPvCBuslNbtLpEIzS5lvd6lb1qEc96nwGs3pf/OIXO54/+MEP6vOf/3zd7na36wxfvNOvwQ+9/rjPfe5Tp5122qptjOyWNgQaAg2BhsDaILDmxqINwUbEOHzyk59c//Zv/1b/8R//US984Qvrd3/3d+t5z3ve8gZsQ0kMHOrbXATXP/zhD7tNKBsPeh43hk3owkMauvCT1w+hxTvXym2KoV0pTZ56CfL6fNz389DRB01i+CgLfa7DW0qft771rZ3x0jcW+3X69VI3eUmDUe776Wwd3rc73elOZeOPwUKe65VC2oJP9ArPfpm6oZGuW7eubn3rW9c73/nOrp3yome/HgxSN/L7/EObFE2uMw4Ydze+8Y07L1x0QBO6yGbg3fnOd67//M//rP32268btze4wQ06T1l4HXXUUXWHO9yhHv/4x3fGJ2Pyr//6rwvd9773veW+/sY3vlFvfOMbu3F/+ctfvv7lX/5lGZ+0g1f1j//4j+sxj3lMfetb36ovf/nL9Ud/9Ef1yle+crt4n3XWWXW3u92t/uZv/qZ4Cf/xH/+xMzIf8YhH1KmnntrhHBzgx/v5gAc8oH760592+jFiX/7yl3f6aFcwcXx88skn1xWucIX66le/2ukQbL7whS90xu/Nbnaz7mEvdcxzvBiIHhD32WefYlTGS0oPtNHHtTrPf/7z66/+6q86L276vSNq/zUEGgINgYbAxYLAmhqLaeHCwkLd9a537TYPhoZNIsYPL4ojMZt1vBtSm4Z66LI5OxJ87nOfW7w8jq6U2dQe+chHdpuxejFk1Ml7U+EXoyD5uZeiT333Aj37MTTKUke5fLrQz33a6Bqdsj4/cuT1acMzfPEU0Qh4vuENb+i8V4wAdOEdXtLkh5/6YngljZzQyU9e+GzZsqXDkOzIShvRR26fP365h7Pr1NVu1+mj0H7wgx/sDDhGY3RIqn6/X6Jn+lB5dMJPvrry0KqLRnTPWLzRjW5Un/zkJ5F3tNEj97xcvI8MRvW0E18GzW1ve9uCC76Pe9zj6n73u19Xho7cDRs21B/+4R8uPwTJ6weevxiL8ukED0e2v/Ebv9E9DOFN3oEHHtj1t7bM8lGXTJ68y172suVomYH5kY98ZLnd9BbUTR8yaBmluec5ZWSiEdUR8Rbvda97dQ958pTLe/GLX9ydFPzWb/1WZ9hqg8BA/M3f/M16xSte0eHDWLzNbW6zPFe1Q9uE1MHTAyBehx12WMdfefTpiNt/DYGGQEOgIbCmCKy5sWjRt0Hwfnz84x/vNikbhc3HO1aOwbxHZhNCaxPjWXEEaPPjCUFrg/7Od75Tj370o7s6Bx10UB1yyCFdtKHxrHz3u9+tn/3sZx0v/BiU3/72t7vjNJ6eGJ/kCPIYXuQ7BnWch+fxxx/fyUzPMADw6eupDfiQwwCx4dngeeM+/OEPd7r338HTBnXOOOOMzguFRhu0N8ZOcDn99NO7I08bPyNCvvjmN7+5azuPD7k8Nrx+IozlJdJdnWOPPbY7FqWLtn30ox/tPEWhR6MOuuOOO657P88mrz10O/jggzvsY1yg9X6eI0ZGHsy1W0CDn6NFx7z614OAfPIiC26J6j7jGc+o1772tR3mcCJDP+oPsugT76Yy7xDybn3sYx/rdMZfPv7q87Yxov7nf/6n8zobO+nzlYxFdaOPlNy//Mu/7IyX9Bve//Vf/9V5w40DPG9605t2nkRtUy/y//u//7s7So7BCpvInzUWyaa/ceEYe++9917GwTGwo158Vgp4auflLne5bgy6Nq7wUybinwhLr4PwlmqXckfWjLu0kx76HE7Kn/a0p9X1rne9DtO0z4nA+9///nrSk55Uz3rWs5blGV/at//++3dYGCM8i8aeuau/pPhEP7rCEk/H8ynrY7ZS21teQ6Ah0BBoCPzyEFhTYzGbsM2Osfj2t7+9M8SOOeaY+vrXv955ZRw92mxtVps2beq8Mre85S27471b3OIW3fEk48Pmdfe7370zlq54xSt2m9Dv/d7vlegozYZmY7IhkeuoltfH8eYf/MEfFJ5PecpTOs9PNj0b29/93d91x2aOHL3obzN96EMf2m3Q2dDe9a53dd4oeidPKtjsvB9Gt5e97GWdPne84x07zxRvKt2zAdoovXPomE7Zta997a4Og0n7RR4v+TwyjoC1y7uKaPrH0DZgR36OVL/0pS91esVIoBeZ7rX55je/eZfCgm43vOEN60//9E+7Y0ZYhTevLW8ZGl41H1rQ9/DDD182OHi7lNvcpbx0DIbIY1DpB3j8/u//funDD33oQ+fDM3hEO5K9UAAAIABJREFUz9/5nd9ZNgbl0YkX9e///u+7Y9nb3/723Xt12uNImE5ea7jnPe/Z4eMjir6xc4973KPrd33qSPiZz3xm9+CA7/aMReX6lZy0J/p40GBA3ve+9+14eYBgLD772c9GstzH9NDeX/mVX+nolGWsuJ41FmNokmn80f3d73535ymHHaMdzz6PTuB5fD1YOAp3ZO3Vjve+970dbTBOqr6HI33Dc5oQY5Eejqbvfe9714Mf/ODuIc3DlocoXj9jlx54aLf3MhnFl7/85ZcfoozP6173usvH3wx649PRPB15ZfHiWU27g7c+9NBgrUhb9UcLDYGGQEOgIbD2CKypsWjRF20MNkFGgQ3QhnWd61ynOw7z3lc2DhsmbwrPniNJ6f3vf//OcGAcMQCf+tSndh/J8ILxPslzrMZQc83gRMvAYCTwlNj0eIsYaTxYNlAbn43bxsdryFuFjrFJT/TRnZHAi6KODYyeyvAReUF9uPOCF7xg2VN55JFHLr+Dpp7oqJDHTco75RoOvGbKGZY+KHj1q1/d0dDd+2LB6C1veUv3zqIPTmy4dOd142EM1vRLhIP3RBlX2s2LylObYz/vt9EfPZmO9xkqdGMoMoh4uxiL9OOxY0z46IWu+ohu3snDB47eY2Mk8BaJPJnahC56BQ86k8GggAke8uDLWIQNfeCAF/l46SP6yeNNYxDCUH35DEr88GbcMpYPOOCAjvdKxmIfO7pFD9cCfXjLGMZkoyfHUfVznvOc5fEgn7HDg/5rv/Zry/3Sn+azxqI6cDH29IGHGse8DD/98e///u/d/OjzyLW6jFhjzUMPQ4xOT3jCE5bfSdQW/NEaM+ZJ2oUPY9FDh/HOuP+zP/uzzphMPf1sDPD6wcHX+D5IMV+MI/W9Mxxjmv4ePsjkWWRM+oBGH+o/bfOwkg9a6EWWsePjIHzkCUnT3pY2BBoCDYGGwNogsObGok3DBsDT5BiV94Kxw0Nh42E4yrMxoGX48OApdyTHUGOcMChtcjZFnjeGkKDOwx/+8G4zQ+Pexy68jTw8jsbw+v73v98dqTEs1UXnHbF4M9zTgTHFE/m6172u2xwZRLyXPCtCNjBpouNOnkCGat/QYDSQYcPFn/740c9Ru3LveO27775dPYYRbyiDI/qQgafI+2Ljtunz4Hj/LG3u06vj3ubOcKA/Q5H8lPEK8fbAW76Pjnji9JV7gbHlnTZHzfh97Wtf6+QzLOiDTr7IQOAJZCw4Xg/m2saI4Z0lOxhGD33PsIe7vETGIs9ljAf5vGbGkT513O8dN8YgAxZ29BEZuzxf9HCU7yEBP4GxmA9coktXcN5/2qU90U9fkAFD7/ZlHDIWGevGozroyXZNpvcIg23ahK9xqf/6eep85jOf6cYKoxSWIrkMZp5rdWdDdFVGLw9aPmwxfr2aYaylLfTl3YebeoIyxp6jZh/WMNZ4KrWDfoKU19IcdIztoY83FQ88jUPzWP/pr/e9733LxrOHBuXKwlOfeLDSP+QnWhN4ihnN0Tk6dIq0/xoCDYGGQENgzRBYc2NRy2y4NnkbYjYNG4HNzHGmDdc9zwPPhs3cMSlvHk8k75jNk/HDk+NoNgaVjcVPl+QoEn/vOjqqZqTYbG1YvDQMLcfMNnEBTbxr2ZjUZ9QykhiVfrfuz//8zzv5K/WSTdO7e96ltGEL2QAZNeTboPFlcDKMeMIYqerQgVGMj/cuGXfaRh95wQtvx3za4JhQmxihaNCK5AryBHjZ5G3w2hwaPHly8NJG+Yxj78eR417gPWJMMPzU0U644BVZ8kX9w2hnHNNNH0mvda1rdW1kUOAbfdV37cGAMRdjkVxljDu44506+gp/POHqoYEcOvnKHm6MT2ON94rh5GEDra+RyY9nkYdQSFvJEWBGPhzk8Y6RwaBiPKNXznDi5WQ4yUtUh6eZscjQTV+mnGcxH87gI8DOuKZr6JW51nfagddKAV8ypQxznlzzCqbeK0x7GJJer6A32uTrX4aicUgvcoJ3xjOeMODNN48YsdGPx9qHP4xc48lpgDI6eT2Ckd0fL8adj9oYi8EELe+1ByW05LfQEGgINAQaAhcfAmtqLNo0RN4CGzhPmI0hmwnjkGfRz+fYmGz4vA6Ot2wYNkvHcYxGG6q6DEtGiE0NH3SMRRsdHvJsPDYunjB52RwZRjZJUR6v3ote9KLlzVZd0bEeA4OHiMeQ143slQI+NlNGbY7W0NGLl+XXf/3Xu+NybfmTP/mTzvDlkVGPB4yhY5OnJ28f7wyjRP3oLSWfEetI2YbL6PUTKDyGdNamBHUFeYxFusW7KR8vWPPkkIvepu+r8tyTybCgn/4gg1y//8fTGP7ooqd+9J6ldgVLvGOAyEtbpO71KxmMvOgtn7HI+KQPfeXx4PIi8uC6R68+bLWVHN4zRlcwlKoDO3V8cOOo1rt46idGH+1CRyZjixFFF3LQKkPrHl8GtryMKbrwQHroca0sMvBknPEspk2p+9KXvrTz7MbrrY5r3l4/zUPebKAHGfAg3/G7D1zw9EDhdxpdKzf/jK/ITXvNE/p6X9Lc01bzFZ2AjoFtzvEcM8KDP5oY396NJZOeZKrn4ZDRmjbhZ+yQY44FT6m55n3ZtFN9sYWGQEOgIdAQWHsE1tRY1DwLvg3ABwmMKhuNn9jggeBJ8zU0T4WN5x/+4R+6e+8eqsOTYXP1g8Pu0TDueOYcl+XIyibD62RTYlzYOBlT3q1iuJCHJy9N3l2zoTkSZIy6FhMYHXg6UkXD+Fxt47LR2YQZnjwj3s1SnzfRu3IveclLuk2RXspj1Hrf7h3veEfXPt4rOtOfTB+a8Orhw2PDSNN23lPGog2aJ45hFOOsrx+dBDwZi7xxPGCMVHJt2Ph4f0270XknjYeJ8SHgx1hkTPCIomF4+cCDXO8E6kueQe8Nap+jfnh5z04ZL5H3MhnzHgzCV6o9AvmMDHRkCPRntORHn+ki4qG9frhan+p/DwT00c/a531Thot2GDOMIG3gOSWLvoxFX2rjGayiCx3U9R4fzzQ6fQHvtEk9vByzMnx4n+Gq/xih5KmnjWj7QZl3+OSLaPDSDr9p6AEDbqJr/cRDh2Y2yPNBkT7xasBnP/vZ7tULDx/Go/6AgS/dzRkYRZ/oxlD3W47azGAjj9cVLvqUDO3yc0DGEVzwxEcZTMwz8vAJfzga1z6q0hb5YjyLvvJP28nR1+a/PIH8ldo8i0G7bwg0BBoCDYGLHoE1NRazGdgsbGgMQ5uRyJBikPlAw8YiMspsPGh5Uxw/eyGesagcP0eijv944HiQbCo2R0fXPGXeU7TJMGZ8pevI0kbnS0wfx9g48VKPMcCjg17MBkiOd6h+9Vd/tXuPK5vdSt2hjs3VO2LZuOnPE8MLysggi+HHU6XdjCfHzQwiutnkybdpOkL3XiWPJiy00xfjNnNfk2sPD6Y2+LCE54YhaNPGQyBPQMNYdBTIyKYXnj5CgQ3DNm1nLDoWV0eQjyeMHBniKeojGzuePGv0YRyiV5cBBQseMfLQ+TBH+yMLf7zcS33Y8aAHPagzuOQJjtzJYZiEFn/GPvzg4908KSOFQaMubxbMeCV5pH2JS0864sPQ9uoDo07fhbe67kVGjqNShi/jzrhN9BU74xEd3fQ5eQxW0UMRL60xE8MnbZLiy1NNrijIZ2zCyWsKvIAebLTNu56MYvJmg3qMXx9y6VMeZIaw+QE/mMNM3zJQ6Rud8HKtf3k68UKvL/Dq44OH8QMDhqt6YvDKQ5+xi498qbFgHOToW57560jb/HIv+lDNmoA+POWv1OZZDNp9Q6Ah0BBoCFz0CKypsUj9bIo2PBt6PDA2U8ZRNp2kNiwboI9AbG7o4kEMP3x47niXbCrqMqBsQDHsbDQMLEajDSoev2xCePNESbMppQw/XixftPoQRRvkrRTU8Y4ao49eeHpXMd7RbH542HS1nz74aysMRHwEKb15VX3AYaMNhvJhgV7Am0z5eKcd6AV5jEXGDHl44enoOvTkoYcDvsFDvvsYHO7TFjQ8w75AZgzjlf7DSx39Bwf9IS+6SYNln5ZxzYOpPPn4kCuoI7on3xhhuGoT+QJ91eUBNT60M22CkTK0/Tppk1RZZKcvpcaZfhNjuKEX0DOqecoc16PHJ3qjSZukeNFFCKbSRPX9ziF+kdXn1VXs/QcL8ngNGZaMYjzkp70epoxH8vGSL3WfMeVahFd0RJd8/PDt13WtT+ipn+nRD+7VwSN9Jy9jgg7yvV7AWISjgL6FhkBDoCHQELj4EFhzY/Hia+qOSbYxZePsb4w+iOCptEluL6jj+M6xt4334t7obOCCNtGHB5OxyKijWzbt7bVpR8qC1Uqp+slfjRf9EhgoPiAR5SemvKUrIwBjIXh5YPKQsTsERiO9/cC8VwtWO2rfHdrSdGwINAQaApc0BJqxuEKP2nQZUYwWvxnnONDxnKM8ecpjhM1Wt+HxLDIW4+WZpVnre7rSme4xFvPBRwyMndEJjxgo/ZRc98oTV5MzW86LyDOMR/RH08KOIcD4MoZ3F8zoaXzSWb9f0EPZjqHQqBoCDYGGQEPgokCgGYuroBjjxftm3pH0QYTjynjiVtuE5Tvm80Wp4zjG0i8j9OVH15XkxHhDw+jyp918OOAINTx2VsfwjnEYmf00Rt9KOkYPZblWVx1Gj+A+ZSvxaHnbEEhfwEvYXTCLYUtffb676N3GXUOgIdAQuDQg0IzFmV62SSXybjD4pDES47Fxv1JQFz0vyS/TwCEnBtX25KATpHTmsaNfNuSUr9SWHc0L7xiL7sXoFT23h1lkzdaL7uEZupb+XwSCdx8r17tDoHvGCZ2NpRYaAg2BhkBDYNdAoBmLK/RD3+hRnM03BlY2thWqdlno+xv3anQ7k48/44tO29tYZ3VRL+1I2c7ooS4+dBBdi0Ifx37+SvJmy/v3aWv4rlS/5f0cgeDUx/DnpbveFT31ccLuonf0bWlDoCHQELikI9CMxZ3pYRvceXE6dUwqMp6qJgyomtSoJjVFNq0aFUNq3NWZuo5sF4nJOy/tNlK8JlVjR7PTxS7OkLXbhkBDoCHQEGgINAQaAr8UBJqxuBOwOihzGJ3YvV03qJqOqiZswrGfeBEntTge1/x0VMNSi9G3LfKoTMfb4mSFHx6OUbnNlnQ3rGlt+6mcnVC9VW0INAQaAg2BhkBDoCGwQwg0Y3GHYPq/RLyH49GkxsNJTYfTXlyqmrAYfTW9WMPx1pqMp7XUGYvjGjAUa8Lf2HkfuyM3bsfJz9+VJC1Hc+PpsLo44V2c1njKV3n+36/7v9q1nIZAQ6Ah0BBoCDQEGgIXDQLNWLyQODLmFha31tLifI2XFmvq9xeXBjWZbq1pzXdxXHM1qM1Vg2k5fXYMzdTbZipuO3nuxK9wBI1/9x7gZKnGtVQjP3g8ntZoMq7xZOWPay5kU1q1hkBDoCHQEGgINAQaAqsi0IzFVaHZfgHv4OmTc2vdZGNtmm6phenWGkznazCd1NJ0UovTSS3UuIu1aalqcduLi907i51fcfvGIumdd3E62PaeYmckTms0ntTY+XYLDYGGQEOgIdAQaAg0BNYAgWYsXkiQu2PowbQmW5dqOprW4mhcm6bTWj+e1PrhqOa7Y+ppjecGtTReX1tGm2uBl3BYNRoParR1VJsdSeMx3hZH03FnaE4ngxp553FxUoOpP3G3UBvGfmB5Y22djms09Tt0vjweVff64tK0tkw2X8iWtGoNgYZAQ6Ah0BBoCDQEVkegGYurY7PdEifHo+G0M9bYbJ3xuMSruLnG48UajBmRCzWcztVkiZdxsSaTxSqGoePpwVINFrbW0mi+FhiEnQdxoXv30Ycw0+GWGk6XajQc1WS8taaLkxqPhjUdTGvLdEuNJtMaOPKejmu4danm2nuM2+2vVtgQaAg0BBoCDYGGwIVDoBmLFw637jOVQW2pyWCpptOFGk0XamFhUj9YP6g3/2yuPnDMYn39tPk6d2mpNvvyeezVxcUaj+dq/fykvrRuvt7xs7l698+21A/OHdXSyJ/GG9dwPKqlxWl9/ey5evMp59Repy/UaXODmhuPagGf4bgOPHtrffQEBuOkRhO/szipkd/naaEh0BBoCDQEGgINgYbARYxAMxYvJKCT6ajmJ2fU0nhTTSfra+N0sd53zLq6wRdPq9vsv67uf9D6uuq+P6pHfGtTzS+Nazqs2jQd1txoWE/5zll1lc+eXg8+4LS6176n1U0/dUa97dgzajAc18J4sd571HzdaL/T62EHbqybf/5ndc8DDq/1S9Oany7U5uFSPeCAk+o1x2+p8dAX1Y61nXk3Y/FCdmWr1hBoCDQEGgINgYbAdhBoxuJ2wNlukb9hO/E+4rimi4t1yPpB3eDzJ9Wbj11f86NhDUeL9fkztta19zmp9vopL+C4FoaTesNR6+tm+x5Xx61frC2jpdo6P61nHXZm3XTfI+r4jaM6ZW5ct9z7yHr1sZtrsDBfh20Y1R57H1v7nLFQS3PDeufR6+reB55ZZywNazxxfD3pftdx8ec/8b1dtVthQ6Ah0BBoCDQEGgINgV8EgUuNsXhqLdW55Uext71fuDSpWpjO1abBfI0GkzpiYVKnzE/qlOGkThlfcDx5MqnT/DbiwlJ3hPymn22qK3/qxNq4sFSTxWltmi7VloVJPeDrJ9b9v7OxFpfm6pzBpG6170/qWQefWVsnczUaTWu8VHXolkld4dNH11fWzddhc0t1548fX/ufOqnhZH3NbR3XNT+8vj5y2qY6YcvWuv0XflpfO3HpvB/yHtakNnUf1iwuTKsWJrV1PK2fjSd1xHBSR46ndcJ4WgvjcZ24OKkfDKZ12mBc0y0LVQuDmown3fcxfuzHO5gtNAQaAg2BhkBDoCHQEJhF4FJjLM6NlmppMKjJ4rhqyY9oV20cbq3ThtP64qnn1oMOOLYeetDB9chv/KQee8DPuviYA06uRHmukz79oJPr8Lm5bV82DxfryE2Ltdepc7U48nduh7UwWahz5yd1lwPPrGd8d10tjQY1NxrXfqdvqoM3L3ZfQPsZnE2TYR10zkLt+YWf1LdPH9WmwaAec8gZdacDTq4PHb+1nn7YhrrhV46v4zYO6tnf21wvPGxdLY7na2G4VIPBpKYDX2FvqjOm0zpjMKrPnra+nvjVw+rhXzqmHv6l0+qxXzmtnr7fkfX4r5xUD/3m6fWqM7bUxuFSLYyH3XuO08mkJqN2hD07Mdp9Q6Ah0BBoCDQEGgLbELjUGIvTpWFNFwY1XRjWlLE4rtowXagjJ5N68Y+Orcvt9c260pf2qz0+86PaY+/Ntec+P4/X2GdzlyeVL73lFzfW0RvPrS2TQU1GW2s6mK/paFA1HtSW6bQGi1vry2ct1p6fOb0OPHOxxgv+AsuoJiP08zWq+RoOp7Uw2FTP//b6usMBJ9UZc5Oam87X/LmTevRBZ9eeXzq67vHl9bXfGWfVwcct1S2+uK5+umFUw+Hm2jLeWltGCzUZzdVSba7F8aSOnk7rNWesr+vt983aY+9D6hqfPLSu/rnTa8+PH1k33G9DXf4jJ9e9jtlc53jf0t+tnk5r6jd6BuPejz62qdEQaAg0BBoCDYGGQEPg5whcaozFxYm/zTyuuakPRaa1OK1aGm6u9eNxvf47R9StPvzDOmBxUlvGftdw0wXG8XhzDRmGk1HNVfdHWmoymdZwNOi+WP7uxqW6zf7r6/mHbKh5X6HMT2owmtbCdFoTaW2sweK43n/SlrrZ506rj5y0tbZO/KWWSW2pYQ2Gm+rc4VLNzY9qbtNiPfDAE+oVPz2nfjo3qVf86Mx69EHr6vU/Xldbxks1HIyqzjm3amGxNo3m6+zpllqczNV0sLkWJ1tqONlc+2/YUvf84D71wqOO7t6z5Ev0F2UWJqPuB8TbMfTPJ0W7agg0BBoCDYGGQEPg5whcaozFhZrU5nJkO6k5fwWFd3FxvjYNxvX2Q46ru37kJ3XCoq+WF6v8DM0FRL9vOKrF2jic8wuKNeSlm06dcNeh6xbr7gduqDt8+YQ6edOWGi8Ma1A+ehnUQvc3oL1bOKx3HbdUV/70CfXKH57dvfc4nZ+ryXDbX472UztbJtM6d7JU7z9pqe7+lRPqnI2TevSBp9cdv3x0PeKH6+q6Xz6qXnT4xlo4Z1TDwaCmw0ltGU1r43RcmyfDGkxGdfZ0UOfWQu29eVh3+NBB9bc/Oa2WHD2fZyz6Tcel9s7iz2dEu2oINAQaAg2BhkBD4HwIXGqMxaHfInTsOx7Vlsn8tncXFyZ19nhUzz/qhLrKF47sPmwZMKQm3ju84DiejmvRMXQNajoa1ng0qc+dOl+3++ix9YxD5uqE+YVamAxrOK7aPPVRypYaTBbqnMGonnvEQt1i36PqHcdvrS3zPJ3T7lh46K9HT8ad53NhtFTHbdxat/zCqfWZU7fW988a1HW+cHydeM5CLQy31qfOXKo9P3dMHb5hUuuGg+5PDc77nUZt8IPhi5OabBzW9NxhfWXdsO7wnh/Xcw4/pxb9MPhkUv5SzMRflfECZwsNgYZAQ6Ah0BBoCDQEVkDgUmMsDrrjXx8Mj2pDba7BcFS1ULV+PKznHH18XeaLR9Q5Q18gT2oyHV9wnIxrNBrXYvnIZXOtHw3rU6etr+t9/qR6yY+21Enzo1oYDGphNKmF7q+ujGtpslCnzA/qOYecUTf+zI/q0yct1pmjcc2Nl2pxaVIjP8Mz2fYX/Pw49+JwWi/7wYZ6xP5n1obR5vrOOYO65pfOqGPPHdXCcFN98eRhXeuTR9QR54zqnPGgFssx+6AWpsOaTPwpwGENFzbVeOuG+uzGQd3kAz+qpx11Ti2NvbM5rhovVnU/vzNYYWi0rIZAQ6Ah0BBoCDQEGgJVlxpjcewnc5aqhoNhzU3nasTdt7Vq02BYLz3yhLrM3kfU1kXetnFNeQovMPqaeFDD4caaDIb1tqPn6xqfP7mu9clNdauDTq67fv20uttXt9Q9vrGunnroid0x84YNo7rn/uvqqp/cUNfZZ13d+atn1t2/fEzd7YAT6+77n1bfOXdrZyl6xXFSS/XpDeO6y/4n1ClbJzUYL9bpi5N6yFePqvt96ex6yWGb67bfOLUed+iZNb9pa002znd/IcafFfTnA0fdnxZcqi11cm2tk2qvxXPrih/7dj3qxDO3HYVPhp2hOJ0s1sjfK2yhIdAQaAg0BBoCDYGGwAoIXHqMRe8Ubp5WzQ2qpgs1HUyq5qs2DYf18sNPqMt89sia/0WMRd47zrnpqDt+3vvYrfW4751dTz50XT350DPq6d85p579nY315MPOqtccw0BbqLM3L9bzDl9XT/jeWfWsb22oJx2+vp76/bM72icfuql+vGWparFqaTyq8XSpPnDkunrLT86u4dLGGo+Wui+ef7ploZ794/X1uK+fUi86an2dszCs+eFCjQbTmoyXajBZrMWesTjqPtbZUJ/ZulTX/9Ch9eRj19W8r7JZzpOF7ijaV9EtNAQaAg2BhkBDoCHQEFgJgUuNsbjO8ex5nsVN0y21yVfAw6qzJ8N6Gc/iPkfW1uGkttlNjKftx0lNa3P3m4rTWvLD3pP5WhpsqeHitDt63jhZ6j4yWfKF9NKkNk8Wa8t0UoPBsDZ0ZX5eZ1rDwbQG42kNJtMa+2ssk2n5ayz+gt/i1kltZQROl2owXOq8oUPvQfpiejytxcliLS2u734KZ/PGsb/7V4Phtg9bxpNxjYej7t3F6XBUe28Z140/8IN66jHran7qPcXFmk4Xu9+E9HpjMxdXmh4tryHQEGgINAQaAg2BS42xePZ0sfttwfka17qaq7NqUPOL0zp9aVQvPeq4usxXvlkbF8Y13cEfqHZYvbFYn/4u87afofF99LR8orJUUy8f+m5kct6fbeaGHFaNGGaTpfK3pbtPkp2PMw7LhzLb/rHcHAz7Lnrq4xP1Oj7zNeLR9P5lV22b7KWpvxgz2CbLl97dl9nV/fD3uHs/cVSfnRvX9T50SD35uDNqYeojmlFNJ8OaTkbdhzVtKjQEGgINgYZAQ6Ah0BBYCYFLjbHoy99pjXxrXH4Se0uNarx1WucsTupVR/ykLrv/J2rj3DaDbiWgdte88Zi3cqn2nhvVjT74vXr6sWd1X16zZWvsJ4K2/VTP7tq+pndDoCHQEGgINAQaAr9cBC41xmL5Orj77cRtPxvDMzjdMq1zF8b13mOOqzsfvP95xuIl60C2GYu/3AnUuDcEGgINgYZAQ+CSjsClx1gcjbZ50rwMOJxsO+ddqFpaGteJ02ntM/YzN9Pu52YuSZ3ejMVLUm+2tjQEGgINgYZAQ2DtEbj0GIu+XPEunx+kHkzKK35eDBwPtn2Ism5StcCI9PuDl6DQjMVLUGe2pjQEGgINgYZAQ+BiQGCXNRb96byVQvKTrkbTL3edb5t98DHmQRxVjQbjqokPRvz8zbTml3zw0X060v3pvlneHZ/u45GVdZul3xXum7G4K/RC06Eh0BBoCDQEGgK7LwK7vLE4Ho9rMBiUdDgc1mjkS15/km+bUbcS9ClHq16i+gw+5fL6xt/i4mKXp4y88JeGbmlpqZOPr2v5CfilTvJ2hbQZi7tCLzQdGgINgYZAQ6AhsPsisEsbi4yxM888sz74wQ8ux3333bcz1BhsqwWG21lnnVUf/vCH6/3vf39Xd6+99qrNmzcvG5sxAKWMSHUOPvjg2m+//WrLli3LRiUDUMTvox/9aL3uda+rt7zlLfX9739/WY8Ypc1YXK1HWn5DoCHQEGgINAQaArsrArusscjwYsgdcsghdY1rXKOudrWr1VWucpW6z33uUxs2bOjKGHmrhR/+8Id1oxvdaLnennvuWevWresMPHXwZiAKvIRHH310Xfe61603vvGNnfHY90IeccQRdetb37qLz3zmM+sRrNQaAAAgAElEQVShD31oXfva167XvOY1HW0MTx7JXS00z+Ku1iNNn4ZAQ6Ah0BBoCOxeCOyyxmIMMEbb1q1bO6/gX/zFX9S97nWv2rhx4/Ix8kpwq+tYeW5urqv3yle+svbYY4869dRTO/K+B9D1/Px84S0yKBmReChbWFioxz3ucXXf+963jj/++O6IGt9PfepTHU/eSDRo+3xX0uviyGvG4sWBepPZEGgINAQaAg2BSw4Cu6yx2De+GG68fw972MM6Y3HTpk3bNczUjbHH2Hzta1/bGXaOkvFJQMeofOtb31q3utWtOo8lw0+M1/Lkk0+uq171qvXVr36146ku3nS4xz3uUS94wQs6HvLEXS00Y3FX65GmT0OgIdAQaAg0BHYvBHZZY3EWRke8jMV73vOenaF2QYZZvHy8hIxFx9CnnXba+dgqO+CAA+rqV7963eY2t6kHP/jB9ahHPar+P3tvAmdXWd//T0BUsAgoilJAKyC1qFhFrBXFtVa0rS1q+7e1Wm1dq22t28+6VG3VaotaxY0qoIHseyAJAZKQhJCF7JnMTCaz7zN3P9uzfv6vz3PnDEPYMoZMZibfk9fJufec5yz3c86dec93vfHGG8cAcP/+/QEWDx06NAaoPDetnX/8x3+Mt7zlLWMJOI93TQ85+SS9EVicJKHlNKKAKCAKiAKiwAxV4KSGRSayMAaSsY3Lly/H3r17QxziRRddhOuvvz4kw+zcuTPEPdIFncc48lkgLL71rW/Fm9/85odkT0+150RgcardEbkeUUAUEAVEAVFgeilwUsMi4w7pfmYCS57RTLf0LbfcgvPOOy9YInfv3h0si48Ei7QsEhjzMjpiWZxeD79crSggCogCooAoIAo8vgInNSzSrX3ttdeGUjl5jCSXTIShtXH9+vXIYZHZ0jkMcgwti29729uCG5qwyHX59seXffJGiGVx8rSWM4kCooAoIAqIAjNRgRkDiwS18bBGeOP0WDGLH/rQh0LcIbOhOT6fm5ubg2Vxx44daGtrC27obdu2jWVJ8zx0YdMF/Q//8A/BDc1zjT//VHlYBBanyp2Q6xAFRAFRQBQQBaanAtMOFq+55pqxBJccEAmEdBMz5pCvcysft9O9nGdD9/b2hruUQx2TWy677DJs3LhxLEuaRcCZ4Xz11VcHIKRb+h3veEconzM0NBSOT0vifffdhwsvvBDr1q0L5+B58uNOpUdBYHEq3Q25FlFAFBAFRAFRYPopMK1g8brrrgsQxzqLOZgRDJkp/cEPfjBAHtdzHUvfcEmw+9a3vhVK5xAWx7fy4zbWYGRCC93RX/rSl3DVVVfhd37nd0BLYh7HyG4tL3jBC3DllVfic5/7HN773veGAt6EytwFTUjNr2kqPQYCi1Ppbsi1iAKigCggCogC00+BaQOLBLebbroJP/7xj0NZG4IgZwIa2/i9/OUvD91e+J5zDm+EwzvvvBNf+cpXMDIyEvbJ9+Mxue+aNWvwyU9+MgAnu7LQQskx44/BmMVvfOMb+NjHPhbGLl68OBQHz4+VWzSn2iMgsDjV7ohcjyggCogCooAoML0UmDawSFkJZpzGu3y5jpa/N73pTWO1EfNxBLh8vxwg+Z7rOfM4nHJrYw5+dD1z+/h98m20JHIbLZdcct/x48IBp9B/AotT6GbIpYgCooAoIAqIAtNQgWkFi9Q3B0ECGicuGTe4dOnSAH/cTojL4Y7bx489cv348TmEcv9HOsb4fXlujvHePQRew0VNof8EFqfQzZBLEQVEAVFAFBAFpqEC0w4WH0ljQhznyZ94zvrs4cCZtkrOlrGTPryatMuqX0F+JfWlNxZeZVhRsbj0lwfw940FKEs3vYZ1Gbw3sHbqtSmcNNHkRKKAKCAKiAKigCjwmArMCFh8zE94PDeSEz2tm4Abncewiy+4YRL7RYdT1i+JlwUPj8jHUL6MBbHGRbfswocODSHRCtamsD6G8ym8r7vrj6dUcmxRQBQQBUQBUUAUmJ4KCCwey30bNSyOh0UQvEiOo+TmJtVq96ClM7d4RqhA+xEsiWJccvMWfLypB4lO4AiKqMH6CB7qWFSQfUUBUUAUEAVEAVFgBisgsHhMN/dBOMudv/Aa8PWai8YDKYdM2pQ7wR9ceqsAVcGassJLb9yCT+/tRmZVsCg6RLCOs8DipN0iOZEoIAqIAqKAKDDNFBBY/I1vGOs5svNLHNy5xsfg7JHBQiP1FlV2evmNjz/RHWnNJKg+dPYZgFTj9hCzuAsfOTiEzHgYq2AdXdCsR0kzqEyigCggCogCooAoIAo8XIEpAYvMKuY0lrXsPJwdzWq27mGvx28LWcujY7h+/PxY2/JjHM2Y8cfMX1tnEWbrUPAW3dAYgIGPPGxaz6a2/Bz64aIf6xqiXfB0h5BI/mfD7JnkE7K/qedouotGcDv/MlM4Y+EOXHeoB7Wsfo0+TaGswbA1IU3nWK9L9hcFRAFRQBQQBUSBmafAlIDFPJM5L3NzsKxwU5fCzaMzX+dzvu6XXQqc+T4fy/fjx+VjuG78tvx9vv3Ibfkx8nH5+/xcfP+Lrgw/64lxU1eM/+6p4Rt9JVzfO4w4BSLrUfUakTfIjoMbOofFOjCOg0XCMksHeQfiIp3RWgGZ07g5zXDm7E14z+E+1IwPnWeUriFxEQo+CWg58x5v+USigCggCogCooAocKwKnHBYJCCOh0Va+n7ROIhz5rQcMTePvucyf/2bjMn3eazjPP6Ys+Y246nzGvHsW5tw2vy9aFi4GWcsvAvF2CICUIJCGRrxcciGflRYZOcapqt4oOZ8uA7jPLyLsCSO8Py59+FDbT1Qli0SExhbg3ZlKFsYzaE+1sdJ9hcFRAFRQBQQBUSBmabACYdFCjrmfh5t03fDwX40LGqe4vNhNCyo4oxbU5wyr4aGRd04bdEBRMMZnEHdRc12hMfRDf0wyyIjJhkn6TxKHiACdnuLxCW4vZbi0p9vxEcbe9BnLIa9R9E7pJZ+6irgj4MJdKZ9W+TziAKigCggCogCJ6ECUwIWqXvugqaV8YbGETQs6Jva88IeNCxpR8O8ATQsHkDD8mactvx+xIUshBAynjGUWZxEWGSUIvNZah7oiFKs3NmILxSq+El3Pz7RVsNZi4bw+ztK+MZwAV8vFPGNnl4sKRTQz6LmJ+HDLx9ZFBAFRAFRQBQQBR5fgRMEi8GRyj4nowkZ7HYCGO+hnMf/NhbQsKBnas8Lu9GwqAMN87rRsLgHDUsP47QljSgmKhjpjLMhLzp3sT/+rTj6EY/mhjbeIbYWRePRXKrhKzfeijNvb8Llv9yDc+ccwJPn9+C3ZvfjrGX78PSFO3Hx0nVY1NWHqlWhgPfRX8HRjTSou8VZHDyQM29yPfcmvM3jKiNoJNBQ0CGTHNAwUDDhn613xfGAchaaiUXhuIzJZIVIhxgWibfIfH0b9aGh9MiZVx0AfvRyjkOEwNEJI6NEAVFAFBAFRIFppMAJgkXasUZRwbtgVSRHaO+ReI8fBMtiFxoWTPW5Bw3zutCwqAsNSzpw2sJ2DKsHLYsEoOPRHeXRYNHS5WwtSg4Ysg6LtuzCqctacP4tA3jy3C40LG7Hk2fTIlrArGVduHLVNhyIUjj6zY/DRJAj2IUwgwCKrp51U0/aDn8gaMZXMraT5YYIiC6DcxmUT6B9Cu00tPXQFsiMgbKER0IonyC63V1IJEqsDpndLhDiWBfGvDZ5fXkELJ6QDpHHQWc5pCggCogCooAocDwVEFg8JiCdYrBIa6Z1iBxQdB49icbFa5pw9q2DOHVeGQ20hs5rxlPnpjhtfgv+o7ELsVdQis7rJ34KoEhAy2eW9WHCzahJj0v20M6tfWEgoZJjTAZvFLwx8Loe++mNg7fuwQ45LE1EFzrLLBkLZx7aPefBE9cvYDxk5+z6xH9qOaIoIAqIAqKAKDCzFBBYnEGw6JyF8z64bWsBGj3+48AgnjqnFU+aUx51mR/AU24r4vVLWtGSKKS+BK2OQ2BlsOIFB3SdAUctgbT81WGxDo2sDelTwGWAZyMZzmx9Q7PfKDjWl6PFJbkup898OwHSOoRjBfjkeR/+L9iz6QkfnY0Eas6sn2byaUQBUUAUEAWOiwICizMIFo2uQ1+os+g9MmdxqJjgrNUH8ZS5A5h1W2dIxDljcRtu3lWFUimG0QWrGDt6HJ6vUSsgE2/y+EITnMektNHZ2XpEwmgsYz0r+0iKCzbBUfvkEdeZg+MoQ/I8LDFOB/iRcx4jmTdDpAtcJlFAFBAFRAFRQBR4bAUEFqchLPKW5q7bYKUbzeSwhq3+LLRmGz8DaxW0SvE3hwfwrIWteMrsLjSs7MEVd+5Gy4iBiSIUUIRO40cGscd+dh5/K014dCmPApwC4w11QDm6o4OJj+Y9XrZzo2ktTG4xSIOLmus9tKdDm/GfxM4HDYvhdRjHPXQwQKbeoAq2YdRwijGQGspnsJ6xmYCzdF3T/c0Y2cf/CDJCFBAFRAFRQBQ42RUQWJymsPiID+4RfaFZ5DG1CdYZi99fuRunzOvArEWd+GZLB0qM/4sSVDzzjo8TLNJAOApkftTaxyLhdSsji5cnqPkINC7S0BjiGelOthbeJYCOYVUNCdJ6321HYHww5jFokHp4zoRSGkjD8VUAUaUtYm8Q0ZppTT25JmVadX08c8BlEgVEAVFAFBAFRIHHVkBgcSbB4miO8IN+XYtIK5S1x2eaB3DKnC24YsVhtCqDiothbIYsNdAMGDwO4PTQ0jSMVSQEAsaOAh9NfYolb0y9i0+APSANcEfLo4MzCiHDmWZAhiYSJMclyDC8kSWDjFejpYoAn9UTYqp0RBsgynwolO7pf+ZHNSzV5JFKdcnH/ukgW0UBUUAUEAVEAQACizMKFsfFAo7GBBpl4EcU7o0trl54N35woAdaK8SuDO0UbEx2oq3vibeykc3GjkpKpAmRYZUhEUdDewfF2EpfRoIqiHuhMqO2wQ3NvtraBEMgRjjuiK8soTFjRUaaFAmgrl56KeanoftZl+BSh1R5JMjqFky6vGlkZMmdkAp0xEHlrSggCogCooAoIAo8RAGBxRkEi4zoO3JOFGP0DPoSgzsO9eMB1lUMFr4M2jikmtY6EtwY1j3kATmWN3lic7AEBjcwLYgsi2NgjcJIqtFc0ThUs6gaWh25PQMtgpkaRtlGGDAO5cwhSjRSkiOvdFw/cWsMeiOFA5lFMTNQpgZlYihvQrzi2sEKWrVDVVcCLAbroiWAOlSPRy/GYxFM9hUFRAFRQBQQBaagAgKLMxwWlQFGfAztDKwChlG3vnltgmuW0YpKpxOCxQB/o65cGvWC95sAF5JX6vnITEhhZ5WMdRDZ+tBqWM2C5Qky5zG7u4arVzTh4mWtuHjZNnxi9zCayhY+M2A9Ras9vrp7AOcsbcY5t3fizOXduKVlEIZQGYDRgvGPczpTvHB5J37n9ja8a0MnDhYNlGZ/bKC1ZnDp4k1Y0VdFkkTQrMvI63AmFPOuOVMvmh5ybepZ1MwcqicPjQVShqSh4wHTU/DngVySKCAKiAKigCjwMAUEFmcQLD7s7h6PFUxEYYJI0aDPOFQih7TmERuHki+hysZ9zDz2pXpnFW1htIJz7NMyAmdKWNkV4/dWNOLbhzJsGolxx2AJL10ziDffcxgDysBqh9Qp7C9luGMwwaK+CKct7sM3m4pwGmCOivcKTWWDK5e3YUGzwp7BBO/Z3o1/3FhGZg2McfjczmH84+YSeq2GVgolx3aCRShfQeyAzAKprcIaj6Ix6PMJqgnPzxjHCF5V4TNdT7aR+Mbj8TTJMUUBUUAUEAWmgQICiwKLE3pMYx9hAMNoTwuYUx3EupFh7BwawV3lKu4pD2FzqYYHRhLsHa5h/UgF9xVr2D1Qhc48exAiK2d43bo+vHt7O3RmYZ1G6i1Wd2U4f2kvdlTTYBUMKTfGwvoYidM4fV4PfrA/hmU8I0vxOI9fdSV42/puZEohNQqbhhTOXtaG2Faxs1/j8lUVdMUpKiy5M6QxrC2Ui+ArEZKaQ5MlkI5gb6GKreUK7i0OYcfwCPaNZIhZIzJTo5nWD4m+nJBeMlgUEAVEAVFAFJjuCggsCixO6Bmmm7iWaCxoHcZ59xzEi5btw+/P2YHzl7XhucubcP6SHlyweAQXLBnAb6/swW8v2oPXLduMe1OLyDr0xw7/urEN/9dWgTOsd8jS2TH2FWo4c/4gtpYyuIRO7BSw9VI5DHc8Y3k7bthfhbUm7OMzYOOwxcXL9mHfiEEUp/jynhhvX1/CYBTj1Wv78F+7U5Q0C+fY4H4ueiDSGVBzSFOP1SOd+N2VNfzunDJeOH8Qvz3/EJ63fBB/tmIPNlY0EuORGQXty6PdqCcklQwWBUQBUUAUEAVmhAICiwKLE3qQWQOxaBS+vbMZZyzZhjfd14l/3NiCDz8wgo/v7MPHdxTwse0VfHRXEZ/Y1YmP7jyML+9rxU5lUVAK2kVIVYbM2hBD6L1GrBN8t7GGy1b1oDWltdHAKx0ScyKbQFuHMxYRFuOQtOKshdMWkbH40p4yLp03gmtWduLyNT3Y0JtgQWeEV9zZjkEm8xiPmnN4ICphSBukxsFkHon1aKoN4B/2lfBPWyJ85r4yPri9hJet6sB5c+7DqjIhkeMyxKiE1KEJCSWDRQFRQBQQBUSBGaKAwKLA4oQeZW88ClbhP+57AM9ctRn/F2sMuhhVdlhBBKgUPlUh3g+6D96WQw3EtBrDV1IQ9EreQ6nRpBensC1J8HtrS/jKpmEYA2gVoYQEiTEB2Bwti2s68T+0LHqDTJtQCsf6AiJr0J05bC/FqCQWxSjFxXcMYN5QhMhWsVcVMFBJ8N3dTdjS2g7jPSoeKIR20glidMGZCnQtRp93ePfmPXjhvLuxaTgJ9RoV4xmZpX0cssUnJLwMFgVEAVFAFBAFTpACAosCixN79CxBz+Hb9zbikoWHcUfRwacWiGNAV0J9QxbIjlCEd6ycyFI4hDImvdCyyGxkVtK2SIzC3lKCq9d2413r+zEYpyHZRDNBhXAWXNSGNbRxxpIO/OBACRlTldnKb/SqndeIWFdRp0i1x+ce6MU71w3icFTDX95bwaW3t+D8ld340/X9aKsq7PGVYFlEVbPBTajzqOkOz+pJNX+8pRUXLdqFzWVWD8+QOQWwm8zYGScml4wWBUQBUUAUEAWmuwICiwKLE3qGnTeoWIevbdyPFyw6hFUlGyyJLkpgTQTlHGreoowaUpaogYdiJxXLgtzsW+3gsxixTdE0lOCKZQX8/sadOFjNYLxGBcOwJoUN9WsYz/jYsAh2oWFdRqvRVNC4fHU/DgxH+NGuDFff3YfhskNbxeA1qzvxlT0F7HdlxEyDLvtQmJuXxZJCNrJIUoXrNrfhkkW7cV+l3nIw8dzIipE5nk5ILhksCogCooAoIApMewUEFgUWJ/QQayiMOIOvbmzECxa1YzVhUaVwKkPiIlS8R9UDMesssg0z3b1s1cf0Zl1v9adSi5vbS7h4dQ++uLUfQyy/ox0Sl0BZhST0d2YxxceHRc9uMIhRUhbv2dCFr++shDI4r948hPdtb0Nac6Ar+ce7S/jw9iqaXAExfd2xh2KJH9aLNIBNHVSm8dcb23HZoj3YVNHQqIW+MoTcUHxxQkrJYFFAFBAFRAFRYGYoILAosDihJ5l2wqp1+MaGw7hsQQ9WlRy8SWB8ggrKqHgbimL7LIFydfcuYgtkbMEHlLXDTftruHDxMP5oUw13D0XYPpxgcyHG9uEYhcxCWX3Ubmj2my56j9mHinjxnb04VKTl0+DWfRleubYfO3pTbBxK8eLlLfjB3gKGgxucPacNnI9hHXtTW9D1rUyC993bihfN34N7KxkYOVmk+zwUdpyQTDJYFBAFRAFRQBSYMQoILAosTuxhZs9l5fGddT24fN5QiFm0JqZtDwUMIfIKPtbAcAFOs4J2BkQpvKalzqGlZPHsJftx2rJunHFrN86e048z5w/hSStb8VuL+rC6kIYC2qGx3zjL4plLO/DDxvLDYha1t0iVwuvWtOOnhxUim8FYgxFdxv/bPIwLV7XgObf34l+3DWKwYjBiM/iMPaUjWFPvR13xTIapIXYV/PXGA/i9ebuxvhKjjBGM+AQuEi/0xB4SGS0KiAKigCgwkxQQWBRYnNDzzB4oVePxue3tuHD+XsytsiLiCLytwCmDyAEJGzAbJoU8fGKrPua3WOa4jC0ZP8iai4/eVI/buN+RE1cp79HU34+iNUjZe5pj6fV2HuVagkotgXmUkEOWx2G7QvalrvkUf7exBect3Y57qg6E4NQmoae0JEMfqby8FwVEAVFAFDhZFBBYFFic0LNOOKtqjy/saMPlS/diUTmFQQ3e1WGRcYrpY8DihE52NIND6786MIY0lHoSdQDLOph6OPZ7fpRjMZzyqGDxUfaX1aKAKCAKiAKiwExXQGBRYHFCzzgTSjLr8ZXNB/AHc9ZjTaEG61J4V4XXFrQnMgYQNp3QcX/jwYRDW4+HdLlpctSKSET0BEXv4dwjmxYFFn9j5WVHUUAUEAVEgZNEAYFFgcWJPepOhfI3379nO943ewW2D1XgaUn0NXjDvs0IpXLgmP58/KcxiyFZ0AHOsnx2sCnWVxBcOT9K6RuBxeN/j+QMooAoIAqIAtNbAYFFgcUJPcHOxnBpjF7jcMAAReehGZ/oI3jjHoRFNm+ehIkYyALengGNLLnjHCv0BDhkpnSARG9D68BHuhyBxUdSRdaJAqKAKCAKiAIPKiCwKLD44NNwNK+sDkWqM4eQzJLBAE4FN28C1jx0gDehmPbRHO5EjxFYPNF3QM4vCogCooAoMNUVEFgUWJzYM+osfb0gZLH8IEvXsKq1tSyNzSLadPsKLE5MVBktCogCooAoIApMXQUEFgUWJ/R0eu9CdjHb8WnnQlFrJo9Y4xHBhRZ69c4rj5xQMqGTTcJgsSxOgshyClFAFBAFRIFprYDAosDihB5gRgEyJpA9oq3JYIwNdQitQR0Wg+XRB4f0hA58ggYLLJ4g4eW0ooAoIAqIAtNGAYFFgcUJPawERaaueJfBqxhGGWj2VjZAjdZGVr9mm78JHfXEDRZYPHHay5lFAVFAFBAFpocCAoszCBbpDmZNQWuZ/evCMn8MjWFcoR2b83H5WI7L6xFmWRZec8nj5DOPkXJdqFtoYbQaO1feNYXLR62AnV/MFFoKLE6hmyGXIgqIAqKAKDAlFRBYnEGwOB78cnDMAZDb+Dp/T/DjGAKh1jq8zpc5WHJ7mqYBCHOAzLcppcDXnLltuk4Ci9P1zsl1iwKigCggCkyWAgKLMwgWCYKcCHCcCHq5VTBfn0MklzlA5usIgOOBkvCYv+cxa7Va2Ievx6/ncabrJLA4Xe+cXLcoIAqIAqLAZCkgsDiDYDEHQ8JbDoKFQgFJkgRozNfloJcDY6VSQV9fH+I4DvtxXA6QfE2I5Dw8PIxSqTQGivlxOGa6TgKL0/XOyXWLAqKAKCAKTJYCAoszCBZp8SO40SLY2NiI17/+9TjvvPPw7Gc/GzfeeGNwFxP6cndzsVjE9773PZx11lk4++yzcdFFF+EnP/kJyuVyGMOHkNbJxYsX48orr8Q555yDZzzjGfjABz6A1tbWYMHk8abzJLA4ne+eXLsoIAqIAqLAZCggsDiDYJGWPk6Dg4P4wz/8Q3z961/H7t27sWbNGlxzzTX4xS9+MWYxpEv5ve99L66++mrccsstWL9+fQDKN7zhDfjIRz4SIJFQyX3OP/98fPOb38Rdd92FJUuW4MMf/jBe/vKXo62tbcxiORkP6/E4h8Di8VBVjikKiAKigCgwkxQQWJxBsEjXMQGPcPjqV786uI1paaQb+otf/CJe+MIXBssjH+Bly5bh4osvxq5duwLwMUmFlknCJS2NGzduxMDAAF70ohfhhhtuCFbJ3DVNtzVh9JOf/GRwT0/nL4TA4nS+e3LtooAoIAqIApOhgMDiDITFQ4cO4cUvfjGampoCHNJVTGvgl7/85fCeFsj3ve99wdoYRVGIQeTDxvW0OL72ta/FD37wA9xzzz249NJLcfjw4bAfwZMzwZL707rIOMbpPAksTue7J9cuCogCooAoMBkKCCzOEFgk6BHkcuvij3/84wCD3//+9/H5z38e1157bUhO4RiO/fu///tgHaSVMLcYcjkyMhLiE2+++WZs2LABF154IQ4ePDgW58j9aan8q7/6K7zmNa8BYXM6TwKL0/nuybWLAqKAKCAKTIYCAoszBBb5sOQgyAzo97///bjsssvwX//1X/jsZz8bLISMTczHrF69Gueeey5mz54d4hPz0jiEzKc//ekhgaVarQZw/NCHPgRCJV3ctFLSdX3BBRfgpz/96bSusUjNBBYn48eMnEMUEAVEAVFgOisgsDiDYJEWQ8IcLYmveMUr0N7eHt7TbcxsaGZF79ixYyxG8Yc//GHIlv7nf/5n/Od//ife/e5348wzz8S3v/3tAIYEyHvvvRcveclL8Gd/9mf41re+hU9/+tNhzBvf+MZgqaQ1cjpPAovT+e7JtYsCooAoIApMhgICizMIFvnA5JnQ3/nOdwIU5jDHMjm0GHJ9XjqHEMm4RrqcmcTy1re+FVddddVYYgytkIRPxiWuWLECP/rRj/Cxj30Mz3nOc7Bt27Yxt/dkPKjH6xwCi8dLWTmuKCAKiAKiwExRQGBxBsEiwZCuY5bD+ehHPxpAj+toIezq6gqw+POf/zy8Jwhy5nbCI2MbaUHcv3//WAxjPoYWSx6D7udXvvKVoZwO33M95+k8CSxO57sn1y4KiAKigCgwGQoILM4gWMzhjoW1WRaHcYmMNaRV8ROf+ESol8hM6RzyclhkIsszn/lM/N///d8YQOYWyRw2+/v7Q7ILs6AJl9yXVkdC43SeBBan892TaxcFRAFRQJTXWCYAACAASURBVBSYDAUEFmcQLPKBIdwxo5lxh8xkpiWQJW6YDU14pOs5B0BC39DQUMhq/vjHPx7AkvDHmWM450DJsjs8Vg6b47dPZ+uiwOJk/JiRc4gCooAoIApMZwUEFmcQLBLgCG4EPAIfayY+8MADAfAIieMtivlr7sNxBMfcSphv44PN19zGcjm0JPLY+fr8wecxpusksDhd75xctyggCogCosBkKSCwOINgcbIempl0HoHFmXQ35bOIAqKAKCAKHA8FBBYFFo/HczVtjimwOG1ulVyoKCAKiAKiwAlSQGBRYPEEPXpT47QCi1PjPshViAKigCggCkxdBQQWBRan7tM5CVcmsDgJIsspRAFRQBQQBaa1AgKLAovT+gE+1otPHWtIemijUXQp3r/xEJ69ZDvWVixSHaFmYijj4Y4oJ8m39VVHbDjWC5L9RQFRQBQQBUSBKaaAwOJUgsXUwWiLZBREMu8RWc2mz7BZigwWymbwRvHVbz57BTsJs/YJqkgQmRqMTRF7hRp86MdsMwsXa3h1YmFrbtsQPnhfB/56axte3diBZ93RgbNu68A7tvTgvTu78Rc7+/HhXW0YSjQMaoAbATKDogZqrorYj6CMCqyLYVwZmYvgmJFOfV0Co1PYVMNHgEsBZ+v9qGMHJN4i9RZ2FDu58JmBNgaZT5DBwFoDk2hkzsAZA+0MalbBOA1nNBIDWBPB8pnQHrF1sGGcRepqcDxhmJix7qg+nNOAGm2MbS28N/BQ8F6HGV4DHONUIGJW0kw5nMRseJQMLoy3fFOfp9gPNrkcUUAUEAVEgSdOAYHFqQSLGa1crg6LHlDOI/YO3nn4TAdA8E7DawVns2OYNZw9zrPR8BUPQ97QDlAa1qRIcli0Hpl1qFmCyomb1vQWcemcHTj1ln04Zd5+zFrWgVMXDeCcm1rx9DmdOOXWA/i7dc2oZA7Gx/C2CGQWkQVSFUPbCJHXMImCzRIorwNY1bxG0acYgUbJ84+AOigGIPTkfw+vSV4kxPrn56KXfyD4BDo26MocNg0b7EgUYlo3bR0InYtgsxFUU4U9XRb3Rwolo+HSFDV21DEaA8rgx10RqmNljcbBoldwhE9nAz4SBkNpdXIlZ74hxKt6SaTwlptGwdAROEGwJCw6gcUT9/jKmUUBUUAUmBQFBBanEizS4GMdIs+C2HWOyPi7W1m4xKKsLYreoaotnCU8TO05zixK3gfrGWHRZQm0tzDOwniPBA7DPstZaVIe+CNP0qE1/mDtA5i1ohMNywfQsLIJDXfsR8OiLsxa2otT5t6Fmwb6kRkHWkqNqwK0ANN9rTMYWvech8s8vHKw2sFlgCL0exssqTUAmatbFC2LnbPNIukxpVlwzJ9dN9LZBLVM49+aIrxqZSf+v039+P21Xfibrb3oqmWIXAprI/SUHK7e1IdXrenBJWvbcO2GHhysaljHouoZftYU4y/XDqGgaKfmdAQsBsu0AVFd52xIPvT1a+X1ciYoWsKtY83N+uzAf7RIWiDMPPaJRP7RjygLUUAUEAVEgeOigMDiVIJFy1/WHjXCIn9DB2D0MDEticDB1GJDqnF/ZtGduIfMPUe8P3L70bzvShzymeP5evwyP0Y+5tGW+T47UotNWYbWJIVRHp4wQ7crrZreIIVBGScWFmMX45d9Qzh96S40rBhGw5L9aJi7Ew0rKjh1YR+uWbMN7QHu6D7PkLkESD18cN/GyHyEanDJejinoJVCMA1rS/8wfOiC44MLV3uH1CpkJkFmEzjN7Q+1LKamio1VjectP4Q93RZx4tCaGbx2czu+tI+WRQurPL62I8Pr7+1EtajRXdJ44+p+fG1/PxJt0V6t4MpFXdg4mPFSR6cjYDG3LLLvN+pzBAXOMfTYTPczwdgbfuY6OPKS6Wqvw6Kh6VhgMZdZlqKAKCAKzEAFBBanEiw6cohHxdcth4RF7yx8lKCaAddv2o+3Ld6AV97+AF5wZ8tvPD9/bTOO9/w7dzbjNSsa8YoVm/GlnY3oVBY6Y9QlQVjD0ZVuFDRj407kpAwKqcMf7xrErMVlnDGnE2f8ugkNy8p4xqJ2LOwuIFGkeFoGNTKv4BMPMBYRBdRQQBFVpIiQoYzUx7COcJjC2BjWJCHWkNBIuEpciqqLUUGCmO+9eUjMYtU4LOhQeMO6bpS1RuSrsDrGB7cM45p7BpG4LjjlceWaEt7/wEEYpZEqhX/fX8bHdhQRpxV8cGOEv9s2jKrKSHqj6o6DxYfFLGr4AO1VeM+5Au/K8LYcwiA0zYrKwRkPE0Bx1HseTI0a8AyAzM9zIm+mnFsUEAVEAVHgeCggsDiVYNEQRgxi/uoN7kkL5y0yJOiHwTvu34/T5+zDrPndmDW/NPXnJd2YtXQ/3rFhF9qDdaruxqRv06ceNnt4lvHxeMgf65g207Aqwk19FTzzlhacPrsbT79tGE+Z041r7tqDmoqg0jjkg0RwqLkM2tC6WEPZVNHjE1QYf5hmITkl9XX3s2WsKZNNmKBiLLwBMqVgPNNWinAYChZkxqQyAtCPuokJz31Jhpfd04372zMUswgHRkp449p+zCmUkLgKqtbjxpYaXrnqELZ2OyzrivD0VZ34WXOCLSMpXnH7YewdcqhlGYxPYEPCDaE0QeI93DBNhLQS0lpqkDoV3M+0evJ9rDM4QmZicMACScXCVhS0BkouQ4q6lZGWRhViF2t1d/RjCS3bRAFRQBQQBaatAgKLUx4WCY8xemDwlq2NOGVhExqW9KBhQccUnzvRsLCIhoWH8Kfr9qGTcX11Ax1MiLUMSd4M/zuhU8Y+2r6EPSbDdctbceq8Nsxa1Ifn3LwHPx9iBncCawh9CHGWISM9JIhkuCsy+M/DCt/dn+HnB2LccFDjS20GnxrU+PyAxv/r0/hCv8a/Dih8ejDF17oz/PRwBVsrGfqYFMP4xtFQA8YAMhJQ2RRZ5HFbe4LLF5Vx1eqDuGxtE76wtYhuTZAzIfO5qAy+trWK5y3rwXkrWvDV3YMYKCn8ycYh/NeeArI0grEGVlXhUYNjkhHjJX0ClWQhKYdJOAPe4KBxuK25DTc0V/DfhyJ8u13j31sNvnHY4Ia+IoYjA1NJwcT8kmdWPt3SqAMwDJznnzf860YmUUAUEAVEgZmogMDilIdFxeIz6IXBm+8/hFOWdNRj6+Z3oGFKz1140vwUp8zrxLvvakRPABWCL61YdVsakydqjM08gVPZaiS+hKKr4d5hizOWHMApSw/hr+5qRbN1KPskQK5PDbyxIb6PDmhC41daS7hozg783i1bcdUv78YVv74P5926FWfN3YLzb9uC5926Bb992xY8a859+K15G/B7N92Hd/xsPRY3DWOIIQZJ3cLH3BDCInEx8Qnu7df4gzu78en7R7C62+CWphhX3NGML+7oR01lsCpDwVSgtEJTmqEjNqiqBD9pKeGl63rQXYtw92AF17dU8LOOCAdjB8eSTIwzNBmGUEFqq0hdhmEHbKwkeM/P5uL1N63G5b9YhRfMvQ/n3rYNz75tFy5beiceKEewMROUHIZtDYqkqHyorJN4Xrm4oU/gIyynFgVEAVHguCsgsDjVYdGl0Kih6CzevqkDp8wfQMPSGhrm90/xeQCnzo/xpHnteO+d+9DPRA9fB1/DAjqM1XNAfIINUhVXgWV9wSxGKfG4Zv1BnDlvG27rLyHSBgljDa2DT1M4paEcnbkeqQX+pr2Kp6w6gOt6K/jCSA3/Wojw8XKCz1QSfL4Y4YsjtbD+Xwo1fKQc4ysDCX7WHGFfSSPRHlbZejIxXcOjsJiWLV6xrg/vu68HylRQZRVHn2Bzi8EZc5uxvFqP8+T5A3QbA595DBUMrljfhoWdEVbtGcFzFg7jTav7ccXyFly3bhB9VYUyIT3z6MUQYk93skGfo6vZ4aamdvy/YhkfGSnj/dUIf1GNcfmeNpy+fD3WVpgBzgKRBkO+BsMYxdSErO84lF6kefjEQv9x/0kpJxAFRAFR4CRWQGBxisOidwmcr4Viy+9d14Nn/GoYT1pQQ8Pirik+d6Nh0QhOm9uMv12zCwPMKPYKBkygiFgPKLhGzQmGxdQPwJYsdMUhTS1+1FfBX67chwfSDCZNkTG2MqknqrDLC7PVmeTByjf/uaMXV/9yHVYPx4gsY/9ovRutJpMCPvJA7GFTF8oH1RzrMFZhbA+8bg3JI7TMjY9ZPFzVuHjlYdx4qAptFZSuwZsqhpTCUxe24abmCInN6rGQOsWIdaxKhE/sZXHxXgymDi+9oxn/tp+w63GwqvC0hQfwqw6WLSpBEVKjkfp1xRm84n2ga5sljTwq2qLkPArOYeGdG/CUVduxolhFKCwZJ+j15VBgnfGMLmUdUITSOyfxz1D56KKAKCAKzHgFBBanECx6RPAsacJax8FVW09wgU1DqZmX7KzglAWdaJjXj4Zjuu6uydl/Th8alrbizze0Y4RBfywlEwxQLAidBehwrMMyFabRCjas/1isVKFosWMkHiGXgYWmAmcTVAAMsBahAj67J8al8x/AusEIFRbejsuheuFjfxweNZ8fPrI/TXHJ+lb8zaY+6BqthikiV8amboOzb23DXf0aOovrHVQ0k1dKuGdQ4YKV7dg7EqEns/iDRa1Y1GphshGUlMKZc5px8740FBXPnEKVrnUW5PZ8rmjlZYHtegF4C2Zza6TO4Kv3t+G0Ja3YWlQhzjQUyGGdTJYdtzpYRVlah+WQyqA2tIKzdmO9ehDraNK5DscSQSxWTmtmFt6HAEgSN4u3W/bGsWFvTZc29WatSoKoZ/eY+jYmevkRD1YlqtKNz0Rs40M2OUtNeU03O+s/amSoF0cPdSJhWNwImaqiihJ6fRqOAWVQy2K0GfajIT+XYFh0PeWBx92m0dfstMOZjyyt4tYE5gY7LfG5CStYDskzMz5CTNutM6Eup4R0PvxZlzWigCgwfRQQWDwm6OpBw7yuUMC5YUkHTlvYjmGV1evRBXflaJeLo3weCIv8xfpwWMwCLL54ZwWzphUs9qJhGWGxY+rD4rh7ZAiKdaoNoBhe2wjeEgGAIRavVsAXG6u4ZMFmbCrUUGbLvDQKsDTuUBN+aXWGW9uiYB38680l/LSjgh8eLODlt/fi/evbMMhSOezkYusucZsYvHNLGf92/xAibZFmCp/a0Y/L1/fixpYUn3ygiEsWdmF3USHxGZxmBvRoB5ccFkNGMzvHEO4IiyrA4le2tuO0JYextajHYBFhTHYELBoQ8ixjGZlFHbrN1F+GvwVYu9t5KGaKw4UON9loAXBaaevZ2swYZ2HzeqY112uXITNp6DbDElJMNNKqXiw8NUyssaHGZYoaMsRIPIHYg9Zq/m0SknAYKwvmsTNW1tZ7z4wWvOc5EljUjINnoXsfhRaN0AyZiB82Z6jULcMc5+MA2kz2IUTX87T4FwdfEZpjZIxs5XsS7wlO5Jrwgyg7iAKigCgwTgGBRYHF42dlnDM9YTH/fhASc2gMbRaDdcyjyD7JGfCVnR24/Nbl2FqoouoZf5jb1fIjTHyZsg2iU7inU+HiuwfxwgUduOT2/fi3fcXgciZ8EJJin4JJyHsGy3jLHS0ombqbv+QT1Eoen91WxvNXNuKNq4fx604Tjkk3OgjC7CvNP0qeQFjkNdECG4qV0+zGUkl8z798vAmwZohPPgvxkonLoEJYAi2Rpt7Rx9Fdz4qPtApGwVLoWIIomBATMOI1czbEjYYWmCyOzvJLo8uwjiZBslnobc3zEzrr4BgAkmEPhFlCHgurE+Iy9m7U8CZFypRvx97eBMLaQ2blylC+AuOrAUADaoa+2sHeGIyRdSZk0fk6PPtQYJ+fYeLPguwhCogCosBUUUBgUWBRYPGIb2OAniN+u4fQSpb/IajBwWQeywbK+Pd9B9AZKyR0tbLIeOhmcsQBJ/DWhZCDDKnTqGYG/VGKUkR4sqHOobNRsBCymwzdoGUY9MQKIz4BQrHtentFbSoYthEqGVGsAkOLt6M7ltXF6YZ+YmGRrlhaJquhmiNd1QRGXlMtlO6hDdCjAufLsJYu/Qq8qQC2BrgYWrEOpIayEYyOYEwC5TLUvIEh5WU+uH5NDNjUIjUVZL4M56rQjmBGC2QciqXT1Mf4S5IgO83UGGNqGZ9Zb9Ad7qCnpdiFcAJ2xSH9+1ErIfcL4BmAl9A7OhMxwzb6oGkSJYSyXzjd+TpYLUMNylCHsm7e5L6sXUk4lUkUEAVEgemqgMCiwKLA4hHf3tyaOH41Y9rq6+lytcGa1aEcdrP3dUYooVWtvm38fhN97Zj9TiudcmADFibN1HyCTGu4SCOxKbRhFxyHzFXgQ81Ki4hWTVMLpX2CNUvTYOYRO1o7awFsmIVu6HINYPXEwiKv12iCqoMitNL0ysBOwxaPdRBkpxda/FJvQvF5zT7WBNjwGUl0bGfosL+mMW+wjLUDCVYMVnCwlMIFbRM0o96LOzIe9/bVsGoowYqhBOt6mQREMHMhcchqE66nq6Iwr62KJe0xOorMZGc4JLO5FQ5ri+/u7cCAdYhtEupH0nIJ9ivPAXHcsu5LHvVhB1ikL70CGFohFVIWbR/tpc34SbCnuzVIggVV/NAT/S7IeFFAFJg6CggsCiwKLB7F95GwWLcdJXVASw2KOkGB6KhpieLM6ovH2L4wJFPQDlXv6RKsY7w+GsrYV5vxcaOlduiwZYAs0y5CEkmo1MjBo25PWkJDikndNcu9aTDlcZ5wyyKtgA7BipewnaGLEJksxD/GLgmJLeyrHTrY+BSWgGVqASw13b4MNIw1MuPw7weHcc6SrXjeim04c/EQ/mNHESYk5HgoluyxHgcih7etaMQ5izrwyrmb8Ixl/dhSjIN7PliGncLBIY2X3d2FV9zdjmvXduMld3bjcMEhMx6Ztvjc3kG8894ODOkEKWMbM0BronUCo6vBhR4AWDvEwUXO+0LtCPSMATWInIamldLzTwiPCvuD06LJ7Bxm0muHiqdj/QSn/R/FMy5DRAFRQBR4NAUEFgUWBRYf7dsxbj0RkDm2js0YmXmbGUSWvXVUsELVg9LydIdxOx63l6MpusG9Of710Z3wiYZF6xjvRysroFWCYa9w2Gh0WIVexzlBn0vQ7xIUbYaiSTHoIhR1BcrGqAXYpmVRoaINupTBQGRx1pIRfHpXf4BytujOWIqoqmDjBKU4wqBNcU9iccaCAewfjpGxigDbG9oivtZSxhvW96M/1hhOHP5iSz8+fm8vUlXD3oLBy1Y3Y8MAO/h4GgFpUIQyFgUmr6gYkdEYsg7dzqLbGQw7h6q1iC3LCzn0eofDzmHEEX6ZxQ1EnnGZFpawmDAPiL3emfAisHh0T6aMEgVEgamogMCiwKLA4lF8M/mrvl6Omxnr9ZouyhEV61FqdZNd3f54FIc79iHj+TB/PYGjPtGw6NUwfBaF2MLYAbcPVfGjxnb8dFsj5u1ox5xtnbitcRg37e/ELdv34+cHuvHDQ1349Y4dUKy5mdJVzcSdDKmvIfNFZC7D2cu78Ll9I6jRtZ1a+IKHHnLQMfObXeik0xEpnHHbIRws21DPklZZutv/bUsZ392RoZAqaKXxL7tT/O6KFqQ2xgc3jeDrWwuh1A45jhZXGjcjY1Bh8k1pELdv2YjZe/bi5/sa8fP9BzFvdwuW7mzCit1NWLS3Bb860Ib/ae3HjiSB5TNhgIgWVRhoplqzSpBiKAD7gQssTuDxlKGigCgwxRQQWBRYFFg8ii9l3S1cA1M4SBYhVtDH8CHdhSWS8sJ/kwUFOSGOXx7FBxkd8kTDovX9cKYQiiMeNsBfb27Ek+fuwVMWDOKSm0q45Oc1PONWhafNs3jujQrn/SrBM39xCH/0y/U4zCSQ0Be7XvbGOBcypZXxOHvpCD67ncksTHBh3ckKrI5D7KNj7KbxaE0znL60DVuqJpTnsXRZW4N5vVU8a2ULrm8Zwi0dKa5aVcGyxhLmNhXx0ju70FyNQpkqWgQZjxrg0zlUDHCjBS6duwlPvm0fZt3ajlN+3YNZv27Gk29rxmmzD2LWbS2YNbcNF86+Bz/rHAI7N9KNnrgqKiFRpw6LLAWkHI8sMYtH/3TKSFFAFJhqCggsCiwKLB7Vt5JFustg+Wkms4RkW8IiS6mAliOWpDGo08dRHfCYBhGviDcPmRm/OFru5/GWTzQsllwFUZqAXvoBA3zggWZcvXo9bq9ZDBc94qJHb2TQbmooZQMYymJ0a4uu2gAcE3Uc6yyyh2G93A3zR7x2OPuOQXx2x2B4TTfxsPcY8RaFtBxiL2mw60gtTl/UhQdqDsYyStPXC3wnGf6nK8IzljTjmcu68d8HFPoyh1fd2Ymb95dQcHGoDc57SRCtMZaShb1HEujkMMrDHagojR7l0JJ49GmHgnEYUA7txmFjIcHpS3bja90FlOl2rqbIfAUlqJBcxDwalvYxjveKUC+TKCAKiALTUwGBRYFFgcWj+u4yuYExi3lxFFqj2OmDViMTii/XrYuTY0Gq9xIhwI6bQ03Cem3Ix4RFgpmuggknaUjMoB+WLtwanItC/UXWjfzi1hacO68LO4YUyq6GAdcH4zK4REMxccMhWNGYEhKz/mFIUrFI0gzv3NGO5y9ejzudQaLTUFZI2TJiVwooZ6wC7bJU06Le8pAFZoh6wSdMS503OHvpYXxh12B9TCjk7YPb2qg4WA9p4e2PLc6Y34UDZRWSXwxbKDpmkLtg8StkWQC9UlbDj5sSvPueXrQlBr8+rPGp+0r41M4SmkoGBVdAbDR0lW0WC/A+gwoQaVFl/cdQBseBLRpHAGzuHcIZiw/jG22DqLK0T8p6kSn4zzCJiH87GHZ34T0SWDyqr5kMEgVEgSmpgMCiwKLA4pT8ah7HiwogUw7JGFEoTs0YTIMYNTiVwNkMJevwte0teM6cfmwbzDDiS+hCGxKngLJGlgElEBYJaKXQ6s4Sntnuzma4el8Zlyzbg+20wjLzeRRqQ33Co/xohO+zl3Xj8ztHAmrRAkhvLq1/WtXrLnJdX+pwxuIu7CvRPc2C3HVQI4yyBI6irTHzODhQw/MXNmJtr8JPOys4b1Ej3nl/Gy65uxFXb+hDJXMhntGwk0yw0jKrnK/r/BoKPbKto3fhs2/v7scZC7vx3cN9wZIYin+z1A7bEhLC681sQna0wOJR3nQZJgqIAlNSAYFFgUWBxSn51Tx+F0VwYfeUYNljtxPm5STMCM7gS4RBhayocMP6PThrTgt2DiRwaRXODiPLHBCr0JqPORwsY8OahYwfzFh8OnQ/UXjdvhFctnQHdhIWXUp8CnGJbO13tNNjwSKBLoAhHhkW2d+6QkikxZNt/qzFp7aP4L33daOQWLz49j7ceKAIbR1KscJr1g5haXsVSmnUMkIiXfoCi0d7r2ScKCAKzGwFBBYFFgUWZ/Z3/GGfjriWhuLU7IHsAvgxvq7sspDcwXaGvc7jG/ftwlOWbcVdpRhl70Jx8G5CIa2HtLZZ9lRmGSGATVCYBUyHKy2Mb97Tj5cs3owDAbgUKuGcPN+xwyJdu5bFyEdbLj+SZZGu8VBfO7T6y3BPoYLLV/Wjr6RR9jGev2IQN/XQkmoRZxpvunMIS1srsCmtpmJZfNhDIytEAVHgpFZAYFFgUWDxJPsRQFwzoREJE2SSet9m77FuuIj/be3DF/qG8bneMl62qQWnrtmBfz7Qi//uquLHHYP4Secw2hKNiHUnvYG2hrWnQ6mYmLGbgeAM/nRnN149fx3a2DHG2QCLrELJGohHOz2yZdHDsQ826zLWvdLoS+3D3NCMJCURs75hZ6zx9nta8cOD1WABZW/n/91dwSWrD+Czu3vwugd68Kq7ejESOdikAlVVYlk82psk40QBUeCkUEBgUWDxpIPF8ckf+bec68ZPhBFOjzU23ydf5uMtexmPtQesHyOsmCr/0SpINy4TMRCBnafZ5u7Wll687NZ78KQl9+PU5Xtx6vxWNKxqxvMX7cf5s/fg+b+4B2+5bQOaErp4WUaQrQh1aHHHuoZJKKzNtn8ZPry9Ge+ZuxbdiYbThiUSkTlaFidSWsjhb7eN4NY29pcOTWxCjcvQLYexhKPrytrhvVtH0Bllo/GFDoqF041G7GrYVtJ45x0taIyZipQAxqCcOnznQA1/vn4Af3Z/CbuGDDJXhjcGSKYTLOYq5MsJPGQhHpPP+UP3rb+jvvV/EziiDBUFRIEZqoDAosDiSQGLBLo4jqGUQpZlSJIkzGmahqUxBrUaO/sChD2OKxQKaGlpQVdXF7TWYT2PQZDk/vlxeAzuWyqVxo7FY/Cc+XJK/fwgLCrGGGZI2NqOfe6Ux37l8JqVOzHr9iY0rBrBmbfWMGtpFxqWltCwfBizFu3Ev+7sQIWWPQuwTV+JqStM5LAWGbsOKhVa/N0VRVjbXkCkLXRcC8dPtYFi5epJmeoxhzxbbB36quyi8lBw571JMoXEMqecRdfrLnTrCJ1TP2aR/cEJzqG9Y55AdLTasi5oKDBJeK+/zv9AYp1L2m3z/4/2kDJOFBAFZq4CAosCiycFLBL23vOe9+BJT3oSTj31VJxyyilhyddPe9rTMH/+/PAt5y/Mjo4OfOQjH8HZZ5+NK664Apdccgne9773YdeuXWMA+MEPfhCnnXYaZs2aNXYcvj/jjDOwbdu2MUgkMI63PE6JHyWM9TN0RRsYR7hjf2uNsvH4XkcVT5+3B6fOG8IFP83wpNt68ZQ5CU5dWsNZN9+D1aUIKjPwsQ5dVxTdzsrDZRkToWGrCVwSo9E79BEoMw0bV+mzhs7Yx+QYe2cfrYCEIaYj87My6YYwGLKa6/fjIfdkdD3HMBmmZlk/c+rD4oNS0BZY71v94LrHfkUXP8XhktnjIZlnfJhA/ZB1jnzsQ8lWUUAUOAkUEFgUWDwpYJFwEEURRkZGUK1Ww1wul/Gd73wHZ511FT00SQAAIABJREFUFhobG4M1kdamt771rbjmmmvQ3t4erJE9PT14/etfjze96U2gBZIzLYy0JPJYlUolLL/5zW/isssuw9DQ0Jj7OrfWTKWfJcSElNZAFpJmLcDQh8bAZBat2uFtq5pw+q868bybNE65rQdPXqDwzNuG8Kn7WjFg4lAgG7GBYTIIYxLZvkQTFj1sonlg9MKjQi5ks2jCV3BHk0Am4oY+BtXqvtS6h7XORY8M7Qw/CFBZd2vzkhnJOR1gUbHrjGPR73oM50TJjt+J8c8nFeCxyJEhy51Z8pN0u47hTsuuooAoMAkKCCwKLJ4UsMjvEt3GnHLXMF3JBMDPfOYzoCuZvzi3bNmC8847D3fccUdwPXMdXdLNzc04//zzg9WQsMj1+S9bLgcHB3HllVfin/7pn8Lx83NwOf4X8iR8px/3FPz9X7EOhlkqMV3IHkXWSzQRalmE65t68fT5+/HkeX1oWNyCU28dwFVzW7EvM6jZAaTWwBrWJLQoOQNlHKyJkFoHxdI6WYQuX0Ml1fBJDd5XYYyCth461Ol53Es85gF5pjRZ0DEkIFjPSJAPTrxvD1rk6ttCOZ5pUmeRGe1jPBc+KKn46KacpalT6HrD+pB1SoQJxceBmmaJpYdqdnRHl1GigCgw0xQQWBRYPGlgkXCQzwTApUuX4oILLsD+/fvDeoId3dGXXnopWltbA+TloEdL4hvf+EYsWLAgWBbz9Twe4XHu3Ll49rOfjR07doxBJo/HKR87VX54MDavbC1MxQMVjzRz6Pc1GFeEtQXcbxSes2I7Zt3RgobVTXjqnEP4F9YnVBUo34uiy0KvZhb0Hg7NDmmgTFBlZjQrUzuFAcSIlIbPqjCuAu11AA8W15mMicrX4xBpXCREsahPHabyZ4DXQWsaC4bXO8eM7pQ8AXUWmYdN662jB77egjDYLllKKCSU1I2e9XX0g9fzTMKCgJYz2ugydxNzE62JfYnHtv4i9hZiDKV0I48mY40eneftSZgJbtARG3RHDl2JQ1XXW1WyhBHhvrUYY29fCZ2VDJmpdyJi95mK9djYOYTGQiUckddJdz4vhx136q/4P1UNV13/AKOjwzoBzcl41OUcosCkKCCwKLB40sAioY2gwCUtga961atCbCLd0zn0zZkzJ8QoHj58eMwCyW8irZB0T3N7DoHchxPB8zWveU2wKjI2cqpP/AVvvQJb5QU3NC1JoUbiCLRPMGQ0bmgv45zbduOUeYN45fw9uGewFuINjWc1xQyO/Y7Zh5mGxNF6h1P9c0/o+pi1PVqUO1gpAyUxBvLxO7jAJdDQwepHfQmLI2wXaBkomsCyjaDViI0KLRa9imnGg1UZNBJkiglELriCFeNBqbFOkfK4mcePmgo4b2EH3nZHB1627DCuWt2Onho75WhkLkbVabQUEpy7tBOnLGrHKXccxOlz+nHq0i58a/dwsP4mxuDbD1Rx8bI+vPH2ATxvTS9ubC4hdiymVEZH0eDlq/uxcTCCcgqxS1CrWSTao89WkdoU2qSo+AglWo4161pW4X2C2NZCn22fpiTYCckug0UBUWBqKiCwKLB4UsEiQZGWwNWrV+P000/H/fffP2ZB5DZaCGlZbGtrCwDJry2hkLD4R3/0R5g3b95DYJGubQLkRRddhIMHD47tMzW/7vWrejRY9L4cWv3FzmGrcnjL8r142vwmfOj+brQTsm0GmBiKDfQc2/oxOcIzd2XMEDaVP/eEru0JhkXWffT0GbOHtGOZHoOS1yiiBuNj+IwlhmpwfgDech6GNyMwughrqsGF71WEe0oJfmtpCxb0KxStx0Bi8Id3D+Kft9ZQ5R9DKXtmO6zqS/DUJU04WLKIQ3a/R8FZxD6B0w4HS0U8/fZObBhUiI3D/LYSXrZ2ILRFrBmPL+0Yxid2lWCtC1bhhJGcLIRec0hrWRjnIw+jfQhjQMQQA7K0Q8lqDNECygKcMokCosCMUEBgUWDxpIHFPH6Q8YnXXnstrrvuugCBXJ9bFgmDOSwSHvN96IYmLOaWRY7nzCQXWijf9a53hQQarpvq06PBYgDBKIZWCt3G4mcHB/DKhZswv5RgKAS3KRIAUiZC0OrG0i3Bupi7Jaf6J5/A9T3BsJiwniXjNVlayFRRcQrDdPcihjExXMp+1gmML0J7hZrTSLyrZ2fXKohNFrLWe1KNxYMxKgwjyAxim+Ij2wdx8eoOJIwlhYFyCX5+qIgLVnShqC2cjoKV0sUEvwza17C2O8bvruzGYFaDNxZticLpi/qRWo/VHRovXd2G/YUMEdJQUogVOT1T6BPH/CWk7LntPMoeKNGyrD0i/kFhFArOoZsZ6JWyWBYn8MjJUFFgKisgsCiweFLBIuFv2bJlOPfcc7F58+YxKyHBkPOSJUvwghe8IFgJOZZWSE6so/ja1742xCxyHC2K3H7nnXfinHPOwYYNG0Ks4lT+sufXFmCRJWwIgPS2Bm+0BVQCxb7PKkOqE3QYjx80HkJjqKFYz3JmoeuE3Vt4sOCfDf30RuPV8jPMgOUTDYsuCs+ST7Lg0r03Upg9WMOK4RGs6i9ieb/GnKLC7GoFN5er+FUxxvJChI39BXQYh4rVSL0OFkYT16CNRVeqsbOQ4WXrBvCrxiyAntUWNWPwiR0VXLchw7KeAn7SVMIt7VXsKWZIlYJyDr21Ii5ZM4Cv7q9hfV+Mf9naiz/dWMSgdnjrhhZ8rzmFUfxjQIWEaBZgT3UFFa+xtZJg5XCCNUMKC4c05g9Z3NVvsbo/w8aBFAuHHGZ3l1CI+6aFpX0GPK3yEUSB466AwKLA4kkDi7T6sdTN29/+9hBjSADMLYFcEgz37t0b6ivSgsj4Q64jGHL9s571rFCkm7DI8bQ28lgf+MAHQjY1v60EyKk+ERbdQ2CRRaktvFb1nssqhncRImfQZNhLmRnhEaBp+XJMoA6wGLSjtckRHae+RXVC9+UJhkXDFjZVD9Q8+rzDJ/eX8cy5O/HshRtw1sL7cfqSZpy2pgVPWr8Tpy1Zi6es2oYzF63Hy+cvwyIAbSHWNoXTCqkxuL2/H1esbsdvL+/E13YUEGcmhAnQGhkXNN52bz8uuL0N79o0gP/ZG+HKtR24cOUBrOiLQwF1kxrsGM5w4dJDOHfZAF63toSmkQgL2mp4x6YBFKMoZEMbY0OYgfYWZT2CA76KL+zag/MXHsRz5xzEmQsO45yFnbj0V514ya9bcOWvW/Cc2V24ZH4z9oUuQRNSXQaLAqLAFFVAYFFg8aSBRX4H161bh+c+97kh9vDRvpMspcNi3D/84Q/D+JtvvhkvfOEL8dGPfnQs05mgtGjRIjzjGc8I1kUC5HQARX7mAMZKw4x2pbHM1uVsNZxjWaDxs4M29e41BOfc2spj8DU/N6E6//xcP34dz0fYHj/m0XSfUuufYFiMUEFq6IyOYOwwnrO8Ay9ZfgC3No5g+cZ23PLAAH65vRe3bu/CkvtHsPC+QSze1IM7t3VjsGZRdAresI1hJZS2Gahl2DaU4actJbx8ZR8+s7OASqJGO+nUcH1rP1b3GkTaoOYyVGsOX95SwYvX9mKkXE9OSlwMxe42kQn1MjvKNTxz8RCW9VTQPJLh+81VfG1fH+4uxxg0Bp0+RVWXsKGvhu/vb8L39h3C9fv34/p9+/GDPe345e4m3NDYjCuW78VZtzeiZuodkabUfZWLEQVEgd9IAYFFgcWTBhYJMn/yJ3+CP//zPw8ZzHz/SBOLdc+ePTu4qlkO58ILL8QvfvGL0P6P4MOJsYrvfOc7cfXVV6NYLI5ZKAlKU37ixx5L8R2r2jLaycMGaCQ4sjB1PhEMc0Dkuvxz5uu5jVnhnHLX/ZEAye35tvy4U3b5BMNiFSpkEifwyFyEcxf145rVh9FuPEzsETmP2HqkLkXsNCqW8YgecRYjjUrQigXQPaz2YONCqxxsyg48KVZ113DmHR3YPlKCZ0NF1ru0FUR+BIY1IyPm1SQYqDk854523NFnYPnHTZohcR6pSUOtzE9treJv72zBoRGLa5cP4oV39+BPNrfh6Uv34u6WFAeSQSS1ImxcQ835UF6n5DRGnMYwWz86h0Zj8IbNnThr5V4kZmTmWZyn7AMrFyYKHF8FBBYFFk8aWCS8EPYILTnkPNLXi+NoCWNnFnZxYdcX7pcDEpeceRy6ojk2P96jAegjneeEriMwjrJy/pLXPh4IQ22/cf2t8889Xgd+Bn52QiD3pRb5Mh/PMVyX73dCP/fRnvwJhsWIpXSsQ4IUmS/g3JX9uOruNhwKkB1h2JZRdSVoV4BCDVWbILLch1ZAjdSWcDi2+Pr2AeweYbJMBRkMWJ2mvZxi1uxDmNsRh+zkxQfK+OqeCqq6Cs1i5MYg0SnKVYPLlg4GuDQ+hfUJvDZIXYb9vRZX3d2L1riGL+3rw4vubkdzbFBIND69LcJfbh5COWOmdYaCL8AnHog9oFN4l4xmRVscthbXbGKmdR9qmlXfZRIFRIGZoIDA4v/P3nnA2VXWef+GpoLSi4pIWZQiHRR03RWxrG0t2Le8rru8uuiu61rw3aKAIIoFQYFVVyCkkl5IJQkhIYGEJJPeZjK935k7t536tN/7+T3nnmQymQkzIcnM4HPyeXLuOee555z7nHPnfO/v3xws/snAIr+waaUWwg3T4fQ3pcBEuOmrhKXm1HQ9+7JxOV3X3z5H3LqKsmghrpJYmfkmW1vb7RjZ9RXTOmGQYExwZunD1tZWNDc320agTtXWFJ6ZdmjlypXYtGmTVWA5LtwHJ+53VEyHGRYZTayFhDQFCN2OM5/pxPXP12IXSy2aLNrQgi7ThrJphWe6UNQl+BAo6wARfGhTRIuvcf0LtfjHje0oRlQPqVJKzGrycNLcBjyXzdu8jePr8jhvRic2tEhEoY9Id6LoGzywLcQpc5tRXZSIlQ+hA8QmQHdo8K5F2/G9TV024Om2F9tx47Jm+FEeBS3wm50+PvV8B4JYQMkQOg6sYsm0OdpEYGZGRkkRSOukwvtXSJz8DKv9jAKVfVTcjO4k3QgM/wg4WHSw+CcDiwSVtKUA1N9XMAWl3n0Jjlzm1FsxS4Eynfe3vxG5LpUT+XmYpFtrfPe738cNN7wLu3ZVI47ph5iMF8//pZdewhve8AYce+yxth1//PE44YQT8Pvf/36vqtrQ0IDPf/7zNqn5+9//flxxxRW4/vrrbVWcFBjTMRyRY9L7pAaARaqtDPZgupiXmjtw4vRm/KK2zUYiC5vHmxVs9iXlNpWk3CypyFyETD0kRB5nLijhlqXdyDJvdSlMfmyEGjpgoJEB83cLzglcSkJLRiMHmNzo4e0zW/GxF/dg8s5u/HhrDpfP68I3VnWgO2IwikSH0Pju+iwundOKb29uw+M1nfjymm6cPnkX7t+dR2CDlyKAZbuFjz/U5nDlgt1o9TQYTf18j49zZ+Xwow2deHBTgDcvqcPjVTkoFcMnHJbK6DIB8iaEhy7EaIdmtLfJokd6+MxiH6fODFAOCvvk695j6167EXAjMOpGwMGig8VRA4uV0rVJGTVawGgC5cNLF2AMy5IVwCrHBnlqiK+gUREZQuOJHay/rQRC2Ny/7f/XgvRG0EhmFlhtYbV9foP793/lSykME+QY+MPa1+vWrbOmZO49BTuCMJOVExCpLFKRTc35fC+3U7H92te+hgsuuMCmHaICS9/PRx55BKeccgp27dpl98e+I31itDjLEmoCHoff/kiQyEU+Xujy8XwpwqJygEfbe/Ca2VW4vTqLeb5EVV5gTTHCbt+HJwPEuhtF3Y1A8bViKReA6W9kAWcuKOB9y1vRzFVRYO9hyBCQ/SuvtmY167sYjSXZCLcu24prl9bghoWb8cCuTjQxYTaVcJbzi2IUhcYf63pw8/JqXL2sHR9dVoPprWWUrDuAtBHusMEvBt9Y3oinmpJcjMysXTIaU9sK+ODyGrxn8R78dkcX8oIlC5P8j3ZM+BPDsISisH6SVBiZbLxFKXxkRQ6nPN0BTyb+vSP9ervzcyPgRuDlR8DBooPF0QOLTO9iJDQfeHyOExjph6hZ5ixGxJrFOrTlyQxVsUNsfK7Tanq4GvdHnjygERRso4LHz6aOGizSZEy4oMJKkGNuSUZ/E/q4jkCYwiT7/vKXv8T5559vE49bKKlAIl+zH83S55xzDpYuXbrXv5P7aWtrw6WXXopf/OIXo8hMz6Tj9EPlPZTAojECa5o68U9zN+H62dtw+bwtePucdTh2bgveOGcnrl+8E++fvgF/NWc1FtfUoxCG0NJDYDxb7k/yhhUJhjL45MxFOfzFcw1osAmtmSi7BKP4w+fAP9rER/70kayiIkMIJdGlNXJlhYJPxZHlAVlhJQR/MmlCXBBCRARcjS4vRCkOoWQAI5NjKCgo4yMyEi0+czOyZnQEwybKkDJCKZLo9AVKjMSOfFvKj/3tDxoLi6wy3hcWtYPFAy+hW+NGYNSPgINFB4ujBhaZG5DNghXhSyVCDH3tPV1pBghtUAb95A6tSRXhcDelWSJv/5bCWAKKiUpztJRFHpugx6jur371qzj33HPxwx/+EHfeeSfmzp1rg3tSECQsfv3rX8dXvvIVLF682KqFTBtUU1NjfRmpMm7evBknnniirblNtZET308/yHe/+934whe+YJd53JE/sbShgGAVEsK8Bb0IdZ7EJ+ZswnFTqpGZ24zMlM0Y81QHxkyuwZjZezBmwos4f+7z2OjHiKhIxhox83QqlsJjJRUCH/0MizhzQTveu7wa9ZUAIdbFkUYmyc77GyALrrxmrKQSUY5EYBRCQ9MzITT5MaKkTn6UUMVGDMHKMcrYdDvK/iChWZt9qRQqC5ZQAbROkszz/lOsY82mFQSPJUOYKIY2CgGh1NY/548EB4v9XSq3zo3Aq3EEHCw6WBxFsLjvAWesUxdNhTa9NOLKw43KR2xiSOazO9RmipCHuQnNwIberVgxS/OBu8+cdzRgMYVUwtxvfvMb64v4rW99C+PGjcP999+PCy+80JqUmbQ8VRk/9KEPWaC87bbb8NOf/hQ33XQTLrvsMrz44ou2z8aNGy0sEj65X76Pc0aL//mf/7ktrch1o2MiLLLSiaFbn73HEAZogcJvSiGOmbcVmSVZZOY344RJ7ThmXicyz3Yh8/R6fH77buygEsgsQj4QeDF8RhyD5meAq5Uq4azZDfjLxZvRVIE8VkiJmfy8nwGyyiKDqJizkgojV9AHgys4pNZGzR9RjEivqNVUKLmdnRWr9VinDShN4Ew2WcWbvpHQKNOEbVOz87tD1ZFAqSrlHBMLOo+tCL0+8yc6WOznUrlVbgRetSPgYNHB4qiBRT4X7bPPPu0CQJQAUQRUGVAlQBVgZA5GFsBH36E2Y6vhEuIOU7OKDh/k+7e9ya8NVZvItqMBi/xrRp9CRjVffvnluOOOO6yJmDDH9QsXLrR+hkuWLLFmaZqkaaKmP2MKgcwtSbXxhhtusL6J69evx0knnWRzUaYwyuOkyuKtt9661xdyxP81peoqY6uuMV6eVUzgeQhDhT1K43NLqnHcuCYcP7mMyx/J4fVju5CZ2oPXTd+G5T0+9rA0XqSBggIrpQSayXBillVOKt/IMi6dUoNPzFuHdsKiDYKhS0Wyvb/xYZwL1UD+GLKmYKHsd4EuGcowb6IAlUP+hqKvpXVpsNCnEakIMcv2VVwGNFVHbWwN6pj3JhX6mKk36eKRqN9Ss8a0shHX7E/V0/oH8wAxKdTBYn/Xya1zI/BqHQEHiw4WRw0s2mpp9iHlA5JwyBxvETyt0a6SpMC+EFahIdSM9JbXQDGOIBjYQPUnTsrmEYhtLAT/6hiuO/wToXDBggW2hOH27dv3Bp8Q9Ah4TFx+1113WcDjONKXMfVz5NlQNdy9e7d9P9PkVFVVWWWREMlt3D8nqpNMXP65z33Orj/8n+TI7NEGQ9O8qwlJApHR0J6CLGk8s7MN1094EWNm1OHsx+sxZnoWxz25E3duySPM+4lJV2oIWnClgFY569YQx/RJjVH0Yvz6xVr8Ys1O1IW+VcU1nRIJhEn0yEE+FE3Oh8uUP5j9sA9lygObM0Mf5DK5TW4EXmUj4GDRweKogUWm+GU0qDF0tvcQmhiNMsZju5vwyz0eHqrz8Ns6Dw/sKePBumjA9usBtqXrOU9fp/tJl/vO0+2c992WLqd9uJyue6guwtYcq2wYSPqBxSHr4tmMh/vDYn+GyVf+V4hQOH/+fBuUwrrXnFLzMU3HN998sw1KIfRRVaS5mq9TCCQ47tmzx5ZOXLFiBXbs2GHN2cyxyD7cPyGTtbhvvPFGq0JyedRMlo2U9TP1ECNnmGtSAuUIzUWBv15YhWMWbMWxs+uRmVeLC2Zvxwuegh8xojm0KWhodqbZFroIZWLEXOGHUJHGLmmwWSgbv0//WOMnsiIDRkbW5GBxZF0PdzZuBIZnBBwsOlgcNbAYMU0dGLXps3YFcpB4SQp8ePIzOH9CFU56cgNOn7IZJ0zcjFMn7x7R7fSnqjF1625kWfVES4BpRlgFBQxY6K0sHpn0IwxCqa6utn6H9FNkkEqqHjKimTWvqRjSBM20OWlKHEIi+zItzs9//nPbjxHPVCPf9a534Sc/+Yn1U0z3xWPQB3L27NkWRgmko2GiydcGuZgYRUhmErTJqFHoQTGK8GDJx2uXv4gxz9bimEXr8dGNO5GXQF77UJFvVdjYZkIibAWIEdvAEcQGJlTIyxgdiFHSPjTdKXwFbhvYED3SRs2ZoUfaFXHn40bgSI6Ag0UHi6MGFglRkuZAWYYwEXIweC6WuOSPK3HilCwyU3qQmV1AZlYHMjN2j+h2zMxqjN2xG60s92bzAAlopjWBtEmfY6sxMmyV9snDP1HlI/j97ne/s8DISOfJkyfjvvvus36M//Iv/2IBkP1S/8RLLrkEd999N5588kkbQX3qqafaGtrcD+Fz2rRpeO1rX4vbb78dEydOtDDJpNyf+tSnbHQ1+1BxHA2TTT+j6UtKtwaALhChYnm8AkJVxnqp8OlFa3Ds/J24YP4qLPJ9KCER0LdPRIgFUzkpG7rEQBFhBAwdAwMJEyvrE+lJDz7zg6oC4EUwEVXF4VUWeX32b2l6p/3nzmdxNNzF7hzdCBy+EXCw6GBx1MAilUU68es4yUnHgIF1ocJ1jy3GaybsQWZiHTLTdldaGzLTRm47ZnobHtlVg2qWbFMGivkNmaKEUbMMLuDnJDgYn46Lh+8bX9lT6ldIkzHNyExvc/XVV1uT8RNPPGFBknDHfmz0PWS0NANarr32WnziE5+wORUJityemp2pRn7yk5+0+2LE9IMPPmhhk9DJfqNhok+gMIz4iAHBHIMaKmIp5BixKdlW9BQ2buzG2VOq8cOXmlAWzF9Yho6kjSAWWiDUjKiWSTUWmzeH6nFsf/DQJzKIA3johtLdMFEIrfhD4cj8OBjsuO8Piik47g+KCe87ZXGwY+r6uRF4NYyAg0UHi6MGFskazClHmDJS20ouG4XCxeOfwzGTW5CZ0oXMjCZkZu5AZlrziG7HTG/Bb6tbUJL07ZNWtaJqas2fNqiCBncmPGbk6SAnugTaVCrkSyJPGs1deT+Z0zZCwL7IbJZxC4IycrksSqW8Tcic7IiJwhNQTWGQtaC7urqsqZkAmG7nEfiaQEjTdXd39141MYXJFBZ7vyf9ZGnYxt5TTDcMw5znEEtCMMGP2dkNZJTUt5Y6hlCRTacjfY1fr1iPqs6sjRym76FmnkNZSTmjJCTLJsb0fVRJKhrNtDRJNDLXsSoK8yEynw2jjhnZPDomB4uj4zq5s3QjcHhGwMGig8VRA4sEIZoE6cVHZYbwuFlqnD/heZscOfNUHpnpbcjM3H7kPtMrul+a9p7XMdOb8JvqdkiR5PQLwHrCxn4uRuDaVDo2A97g1ThrzaafnM21x6TM3COBMQE5C2nJQoUabRRHv5Gu+6JfD88fmpfbS29ITF+/3HuO5HaCcNoIuQO1Vr+IPCsIcaRtiR5AMaqd6XakgoqYxJqJtFOVbt/8SJ7/kd+3g8UjP8buCG4ERs4IOFh8RQ9/qllNiZo1qwHHT69HVxzZBz5VA/v4J9UMcjLwAIICQcgwVS4rLFDZYA4+iSuqihgzrRGZKe17oSPzis5/H7wckf1MbkVmzh58ZkUDuq1CQzWLg0HzJqukhNAkm8FODhYPOlIhkyszxx+Yg0/aBH70l0tBhzBjG83G/ZQfTKiywpF7iW0wQPlK++x/D9hDjwDfRo5bCowc+HQce889o1CiMqv4fU3GjrCoU3WRoGiTJB700o3CjQ4WR+FFc6fsRuCQR8DB4iuCLQeLB4VMB4sDQv2RUBZ9E6FgfHia9YNZKzgxo1rgsYmVmdRZIeQPkn7UsoqNug8tprbtIzNPzeHWbJ7W8q4EWRzyX7XD8MbepnKOFSeu69voOiBpfk9HrfIZ9oE3Zd7DcEIjbhcOFkfcJXEn5EbgCI6Ag0UHiwMCzUFBcDDj5mBxwLE9ErCodAShPKvYShlbVYw+dFS56A9Ho7QPZYsg0k9ucI3vOrytUofO7jepGBLZSGJGE1sVztrRj+BfvUHsujcssnvf5XQXA61Pt7965w4WX73X1n0yNwIHjoCDxcFAz4B9nLJ4UKB0sHhUYZHVXrQKIUUCiixTR5MoAy4SWFRghkrfZquMoDGYRvPq4Ws26bR1OCUYSmgpoISAipNSg4IRxEYgsLWMD/yDdbTWUE1knev/+Z//wY9//OP9GsshphPLHP747h/jnh/fg3vuuWdvP+abXLZsmVVwGRDEqHBuZ7v33nv39v3lL39pUxSl+xs9cweLo+dauTN1I/DKR8DB4oAgOBh/PgeLDhYHc58c2OdIKIt08xMiqQ9sXRYZPCMZPc5UMNQRNYJKi7k8DE2qSsZxRipVmolYxcYgkMaeX9Fo5Ees9iCDAAAgAElEQVRAmp1t27bh/PPPx5lnnmnLGnLOduedd1rVlqri+PHjbRWcs88+G2984xvBOROaH3/88fjVr35lE52z0s111123335OO+00m5Py3HPPtamFmKZodE0OFkfX9XJn60bglY2Ag0UHiwOqXwcFwcGMm1MWBxzbIwGLeQhkEaPApkPkZWgVOq1ZQ5vBUz2A6gQkW1KW7mjPjQygWeVE+5AmsMnVmWA9QATPlFFCAWUUUUL5lf1le4XvprI4b948C35pvWvCIaGOPqB8zT7MU8nl3jkplyxZgvPOOw8NDQ22D0+lr7maauOVV16JRx991Oa05D44pf6Rr/D0j8LbHSwehUF2h3AjMGJGwMHiYKBnwD5OWTwoUDpYPKqwiKgME/QAYTd0XIbQGqEBPBhEtjJMDKk9SF1GgmchIhysEeEOtn3o22ITQRplA23KhrWRNfJQ8OljaROus0Z2CSi0V0JGhudvJeHukUcesUBHkEvLF3J9Cosse0i4S0GPc5quCYG33Xbb3m0pAKaAyX6stX355ZfvrbfNbWkbnk881KM6WBzqiLn+bgRG8wg4WBwQBA80HR4IRg4WDxyTXuPmYPGowqLUAr4so6ADVBWKGN+cx6+aPdzXGeMnnQI/6ZS4t13h3naJn3SI/dq9HQJs/a1P1/W3ndt6v/fl+vy8PcZvWyL8ujXC/W0x7m2LcU+7wK/aYjzeEmH6nh7s8GO0xP6wBhET8L75zW/iy1/+Mr73ve/hYx/7GD772c/aGtesg52CHftRVaTCyHWTJk3CKaecYqvicDlVHtP+fFjU1tbirW99q62j3Rsk2Wf0TA4WR8+1cmfqRuCVj4CDRQeLAwLNQUFwMOPmYHHAsT0SZmjWzvakQQ4af6huxTUT1+ONT27C2ZM34qzJm3Dm5F04fVINzphYjbMn7N7XJu7GOVyemDS+7r1s+1a27X1fr77p+zi37+u97z77ffOE7Th/wkacO2ELzp60FWdM2YxTp2zC2eM34m1PrMfNY1djbpOHDpMkE3/lf+IObQ9U/2699VZcddVV+OlPf4pFixbhO9/5joU8LqfwR9hLobBUKtkyiHyf7/t7+/Q2UfNsfvazn1k/R/oyphP3k4Jjum5kzx0sjuzr487OjcDhHQEHi4OBngH7OGXxoEDpYPGowqKmH51N6xfjkdosXje5Hpkp3chMr0dm5i5kZjYjM50J3RsGPK+DXs8Bvwe91OSX6zOjAZkZDRgziXW7W5GZVYvMjN1J5Z0pbTh5yg7M6yKIBIf3L90Q90YArK6uRmNjo4U+vp3Q99RTT1nQo7k5BUaCJduzzz6Lk08+GYyQ7r0tfU0YpDmb5mcGyXB/o3dysDh6r507czcCQx8BB4sv93A76HYHiweFCweLA0LZkVAWHSwO/Q/gQO9gUAvrYBMCCXUEPr6menj11Vdj1qxZSH0WuY3rb7nlFnzpS1+yASupSsj3cGIfmqQffvhhXHjhhWhra7PrBjr+yF/vYHHkXyN3hm4EDt8IOFg8KAy+nGLiYNHB4svdI/1vd7A4cpVFgh2Vvw9+8IPIZrN7QZHgx+XLLrvMqoi9IXLlypU46aSTsGDBAmtO7g2L3B8bAZG+it/4xjcsUB6+P+PDsScHi8Mx6u6YbgSGawQcLDpYHFD9OigIDmbcnLI44Ng6WBzZsLhmzRpcfPHF+MUvfoFCoWDhrqmpCX//93+Pa665xq5LITAIAhsIw/UMfuHEbSkwcpmq4hNPPIETTzwRGzZssNvYZ/RODhZH77VzZ+5GYOgj4GBxMNAzYB+nLB4UKB0sOljs+90ZRT6LM2bMAJNmM8jl29/+9t7E2jRBpzDI+apVq/D617/eRkCnaiP/FFOJJDByTqC84YYbcPvtt9vX3O5gcegPLPcONwJuBIZnBBws9n2YDWnZwaKDxf7NzAcdl2lNcMriyFUW+aeYkEc1kFVcWJLvRz/6ER566CHs3r3bQl7qi0g4pAmaqiGDV3qrib3/pLe2tuK3v/2tTZuTQuRAfXu/b+S+dsriyL027szcCBz+EXCwOCQ47AsGDhYPCkVOWXTKYt/v1yhRFtM/tQQ6AmEcx3ZOgGRgCycqg2yEP65nG0gt5Db2S0GRy6N7crA4uq+fO3s3AkMbAQeLfR9mQ1p2sOhgse8PiMEtO2VxZCuL/DOagh/nhMZ0OX3de32qEhIGB5rS96XzgfqNjvUOFkfHdXJn6Ubg8IyAg8UhwWFfEHCw6GCx7z0xuGUHiyMXFgmBhL7ec77u3VKFMO3DP8fp9v7+NHNbConp6xQw++s/8tc5WBz518idoRuBwzcCDhYdLA5oKj0oCA5m3JwZesCxdbA4cmGRf14JcinccTkFwX7XVaKa2WegKX0fzdlpr4P1H2g/I2c9YVHCQMAghjYRlJZoURofXZHDKfPa4cnEXH80zpnJ6BUh36CSmP7Ao3LcuX2gPtye7OfAfaTbeInT63fgEdwaNwKv3hFwsDgY6Bmwj1MWDwqUDhYdLPb97gyjzyKrTZcrQAAqfdBgUUE+/Pu2/v7k9+1zOJb7HoeejEVoBFDQkIAKgdiD1kBkgAAawggYHfd961FdNkJChmVEcQnSjxB7Bqag0RQZfGZJLU5e9hKKvgcZlVAQEbL2cwFRGAFRBC19BPAQmBhSJKmFdKkMlEuIVQllk0eocwhNN0oowEMZUgcwMgZCAykq6m+kUTICS9oLuH9LEQ/s6MYzjQLdURmeBViBSCsg8rEniDGuUeC+XVmM21rCtmIAGUvQcyBUMbIGeLqlhAe2lvBESwGtsYIKYuSNRCwEpjaWML/RQyx6IEQBgZQomBhFrZHXHI8IOlbwtUFkYsSVJpD80yaA1iUomYPSOcQoVu68o3rp3MHcCBzSCDhY7PswG9Kyg0UHi4MzO/cdJ6csHn1lkRoYtTCCIpQGTKVRTurTUiWx91wZjcPZtEnUy1TF5FwYA08DoU5OycpgQgMCMDJpICeGRNXhmXhkQncpilAMPTTHAqt8hc3SYIHQeN+Le/D6F9aiKhDYIRWqpcbuQMLTBiaOgVhAqwixCS1QSQUUtEFAU782kMYgNgqaAUO2L8c92QaprTRY0hJC9aAsJe5f34qz5+3Ex57rwGee7cEZc1rw6RVdKIYCJtB2X7nI4NOrOnHO/A789ZocLlvcgYsXbEV9nu4GysLnt7fncPnTzfjqiga8Y04bPrGsGZ1RjLxQCPJF3PRMM8b1KJR1bN8TS4U8QpSNhG8CSF2C0GWUESISCrE0ENKAn4+3W9kYhEojFAohDLqMdirl8NzC7qiHMAIOFocEh33BwMFiXwjab9kpi05Z7Pv9GkZlEYbBJ6zHTEhMARF2NTf1br0B7mi+pik30iFiTW2RJmuaeGMLUFIbCGUshMQEyGGaCIslY1CQBjktcN/q5/CeNWvxVyvr8N4VzThr4Tac8EwVvrKwEZ9e1oivzN+E+5dWoS1SFBWhVeK/qbWENgJaC3hGoAgBTyVR5xASCAQQUBXUQGwAaWBs+UWFmJHl2sfc9hAnz2rB2NoiAl/Bkx7GN5Xx5unNmFWfh5YefK2xoFXi0gVN2NFTRuALVOXKeOuCety9M4dAx9hT9PHaObWY2BDZPJhrujXOmNaAjT0CZT/Ed7eX8XerWlHi+MceIhXCUN2Egm9CRLIAo4owqgwlPag4ghYxjBQwStrzFkpDV4BfRhp+GFn3hmG6jO6wbgSGNAIOFvs+zIa07GBxPzjsO3YOFh0s9r0nhhMW6UOnfCgISJqgtbGKD5Wfvq23orj3tdIwh7H1B6HWvKyLkGwoE0UQIUQJNEEnS2X41jA7fNoiEEYG+QjwtcLDe3bguHnPYMyEemTGtyAzpxZj5u7GW37XjuMmteLc372Ae57fhU5tUBYG9GSkQJhwO9MNlRGKMrpVgJxW8LS2KmRea3Rrg5I21rTL9UWjESgDI2mGNvjlpjacvqANnQQxQQgNkQ9jXD+7FV9Zw9reBG2FvDboEBo5moi1Qb7o4Yr5Pfindd32fZtyCq+b0ooXOgLEoY9sWMCxM3dhbTbCho4yLpvTjee6PMTGh9Fla9ZGOUagFUICr6K5W6OgNXoiQjRbcrwebcBGs3WZY0B1sVyAybckP1qG9Mh2nd0IDM8IOFjs+zAb0rKDRQeLfdXmwS07M/TRN0MbGVhfs7Lxra+Zb+hbBniVVtbJa9+Kjgaafo37RUEz8CV5vttAB/ajubifdel2K2AerE/Fay21glswFQoqphlTW1HNp7+iArSUMNqDRA4hOobP380Y+JGwZtVYRNjshzhrzgs4dkoPxkzOIzN7FzLTN+PUJ4s4dmoeV0/bgefKEiXhWdDy6XdJWKSDpiS2F1AOQyyvacZjVVswYfNuPLa5Gr/cWYN7d9bgwW3V+J8tu/C7rTsxfncN2sIIngoRaoXGrhDz20sQgj6eNAVHaIkiXLi4FnduzULpABJULzWk8FEII+zKF/FYTYTzn27Bug7CpEQ5DvGZpW1437IePLm7B597oQd/uTCHFk/jU2vb8JPN3RCxgRASkZIIIwEUI4hAWPBt7i5h4pZd+Om2WvxkaxMe3VaLR7ay7cHDW2rw8OYaPLZ1B361fQce2r0dm6IsYt2ZqNzD8+x3R3UjMKQRcLA4JDjsCwIOFh0s9r0nBrfsYPHow2JWG9y3J8DbXuzARc/lcN2SCNcvi/C2lSHetqqI65b34IblPi5ZGeLyVSEuWxXsnfN10pL1l9ntSb+kL9f33pb237ePtN/+8339uP/zX/Rw0oZuXLSmC1etKOMdK3O4YHUNbtvegCZrelXWIhuTQodrok+h58EoKn4h2qTB+BdbcNFjWbx+fDcyM7cjs2gb3jDRwwnTd+Lf63NoNDQ5F2BkERFN66Rj+l5KjRgeqlSMaxc24YSnm/DuJ6px8aQ6vG5aNU6cUYe3TarFRROrcd7k3Xjv3B14qZiHjg2UJB4aqwx6jMwOFUQcYXJLARdOK2J7NobRodVmEWv40mDC9nZcsHAX3jqnA4/XeeiJElO4kRqtyuDra+px6bw6fGF5K3YGHsbVRfjLpbvQGvnwuC+rpvpYayIUY2lN3O1GY257DpdOmY8TFi7Hcc+uxnEL63Ha1A686akunDijEa+bvhXvGLsLp83uwlvGNeIXWqMz8aAdrqvojutGYEgj4GDRweKAptKDguBgxs2ZoQccWweLRx8W25XB96s6cdzsjRgzZQfOGt+J08a3YMz0BoyZsQvHPLUDx0+uxZhpLRgzrW542ox6ZGbXYczUBpw4oRPHT27CsTM24e+er0Ebffc8A0077sC5v4f0ADjUziIWiJRAXhWR0zEaigrvn9GMYyfsRmbuNmSercEbppRw+ZTVmOoJdJsYJi7ARGWr5FFBtZ+BtbMRYYcs45Ip83Dj9t1Y0BJgXnOMyV0Ck7MCS1olFrYLzOyMMTtbRo0SEHRhpGneMPKH8OmDfoDzmwT+bHEj7ttTREFqGxQUkkq1DwJhl69R060wszGPSxa14PvrW1FiPyZdjyKrMHaHIbxAocnvwvWLQ4yt8bCtoPDP67vwoVUd+OG2Hvx0Tws6czGCgoYXRmgrxVjW0oVJPd2YUMhhbK6AeTzvVo3ZWYnZ2R5MaQnx1d0RrnmsCo+qMjzFMKFhhP5DvfjufX+SI+BgcTDQM2AfpyweFCgdLDpY7PvdGUafRfqN/b+qThw7pwqZOTU4fXIOp0xoQ+bpZmTm70FmZg0y05uRmZVFZnoTMtMbj36b0YjMrAYcN6UNp03wcMKULoyZvQOfeXEXWunoFwkQ1KQe3nKBkZAo6hA5XURJlq0Z+N4trThp9jpk5u1AZlkLXj+tCT9dsxV1VCJVBMQ+NOtnUwVkJLCtisMERhLb4xLeMnY8Pt6wCQUVQnsMdgFKhMlAI1IGOQBdxqBbxYhtskQGtDNIJEAoJRZ0RrhiSQdufb4a3ZGC0ExZw7Q3Cp2eRlmHkFJDiTJiXcDYGol3PNOCVt+zgUSMdGcktlSMWja4Y2cO/7g0i93FAB+cX4ebl3biB5slrppej7fMbsK6thLCgoeCH0KEhE1AhBHiqIRY98D4MUzISGgFZYooqAAPdhTxzt8txh9VEcL4Dhb/JLFrdH5oB4t9H2ZDWnaw6GBxcGbnvuPklMWjryzSDHnXhk4cu2ALMosaccakIk59sh2ZeU3IzK9DZsYeZKa2IjMzj8yU1uFp0xqQmb4Dx09qxBnjSjhhagcy87bgg1VbraKmZQk+yiggP6ygwRREgQltJDFhiP6gL3oB3vrUIhwzfY/9kXTB3O2oL/s2vY2tiCMUTMzUN8pGQUtEUMwZqYA1ocSJk+fjpsYadAUSusSoYwUZCqBHQAeGlmTETEMTS2gmZwwEdMwgEo1H6ss4b1Y97l/TiU6m22GKHqGhVQ5rcl24Zd4ebOti/sbEf9FTCmuzHk6evQO7ChKxoWcj0+gk0ctbuoq4aHE3NnblMaWhgFMXtqLTMyjqMqbXZXHSnGo83NyBeiNs61QGgs6vZQFTTlRD46sEFo2EMnnEOsJvuySu+eNaPKwSs/joxAZ31n+KI+BgcUhw2BcMHCz2haD9lp2y6JTFvt+vYVQW49Dgp2vacey8jcg8XYezxpdw1uOdyMxtQmZeHTJTajFmYjsy00vIzOxEZmbH0W+zqGxW47jJHThlXIxjZxSQWbwbH32pEQ2kpZKADAk3w6ssUrETgkm3FeKAWW0k6BP6nV0teOPYZpzyRBZf2ZZFEEeQUsETBiFTzZD2mAhbhwjg2zyLFEnbfYUrxi/GB5pa0S0MRCzRhRK6ZBdEUIBQMcrQScJrrVA2ZRgt0B5p/HpXO66YVY3Hd3SBiicDlIxQkDEjrwW2l0OcPXkP7tqVQxwxX6NCTkb4r/UlXPlMC9oLjKJmLRoGzYTICoG/W9OB29Y2oawKmNYU4pw5DWguB2B+x3F1AU6e3oKpbQUEvoTWZUQ6supqUUpUG0Z2Ux1VDBcHVAlGN8FTRfwkW8LbnliJB1QRftwzrMD/pwg87jMf+gg4WOz7MBvSsoPF/eCw79g5WHSw2PeeGEZY9KTBf2+qxXFTu6zJ+dhpzTh2UhcyU9uQmVGNzKwmjJnWgWMntSXmaJqkj3ab0YTMzGZkprZjzBT+OG1FZloe76/qhBdoKKaMYUUSBogM40QrcFJFBQhsahhGR2vUCoUvPrUQN46dikUl35p1eZo83SRCvPLCVs5h9RzW3Aa2RgrnjV+IW3bvtul1TMRqO0w1E0NESYqagPuxlnhWtPHB1Dr/trGIN8zowuumN+HNT7fgwvktuGB+Ky6c14J/3ZSFiLVV9FY0FfGOuS14x7ONuGNthI8sbMZpT2/GuLoSmP+Q+dk9+DYR+P+2R/jA3DrspDIZFdAQRHjf4nrcMjeL29ZHeMvTW/CNDS2opXmc1WSssZvR2Dw/mtx1YsrmGNG3lHkWGWZjIvwyF+HiJ1ZiLP0udehgcRjvYXfooY2Ag8W+D7MhLTtYdLDYV20e3LIzQx99MzTz2/3nlhoc91QemRk1yNDkOzmLzBSqidXIzCYcduC4iS0DQv5B7/ch/e0Y4D6hn+QMwmIbMlPrkZnajMyUIm6u6kQQaDAxN/MGDjcs2qIyMoE3BjUXjEQoIvRECr9fvxn3bdqI3cx9OMjn0bZY4YLHZ+LWmt0ohhoy1lZJ9LSAjKStfJLmZyzFAkJ5CLXA1Pou/MvWFvz7lhy+syWHf9+c2/t6UkOHzX8YawWhJBZmFb6zsRtfXVePb1U14ZnmCIVIQprYRsswyY4MAkzaVcC4+jwCQ7O5QBxJbCho3L29A/+wrhYPVXegI9TIhyG6jYS0pRmTaiwEX5tKSRoQbm2KIMWikqEtAfirngh/9sRKjLdBOvxEwwv9g7w8rpsbAThYfEV/4B0sHvTh6ZTFAaHDwaKDxX6/O6MAFok3zE8pWY2EcASAqc5NHEFF2ipxO4VEgVVxBvmQrZMK73x0PP65ehuoAEvDGtkCgaL/IXMbMsVOUsilm9UOQTgLYSRbnBTnqVThYZQ1eZpR1qEKbJUUzRyP0reKnxZJIEuBYS1UAhmFIpLoaqKfYBJw40EjBEtERiw7qH3oOLR1pGMGwgQeEAZQdv9UFRNYpILKSG0mDXewOMiL77qNihFwsOhgcUCg6fdhNpTxcrA44Ng6WHSw2O/3axTBIusdJzRIU6yCYaLqSNvAFNa2ppl6sFOHUPiPBc/hkaZaBJFGZAyK0keoWB+ayiALHyalAiUjpA3gG80QGWhRia5mhHWvpikYkmZVYP0mRRpYo0i5jKIuQZoAkQlsvWl+HH4OS8FMp0MBl/THAB4jIKkGCgVB2zKryCiCJOVV0mkCi0znY/VCB4uDvfSu3ygZAQeLQ4GfA/o6ZbHfB146Tg4WHSym90I6H0afRWeGPjxPJass7uPEBJSMQhwbpjyEtjWdmQ9y8LAojEGD1thFAPSpXLK6TgyakCnVMWuQsFVsqDqywLS0lbOp/NlS34TV/ZqEktKqfDE1PsFIapq2/URCFAzKVjCBsil8WOOZpn2WgNRpWh/WsCZXMorbcFvi20gg9IRA7IdAKG10N2GR7okEWutb6WDx8Nxsbi8jZgQcLKYPsUOaO1h0sDiA79nL3E9OWXTKYr/fnVGgLPLpRWWPeGb1tIqjXqo0GqHBxnyFg50IaaExKGsqhYRDDaEiVvC2kEZzMUW8JMCnoubR+Gu0Vf+MZilEBpLwrAQLCtpoaZs7kem7qQRahZD0lyiQCiz1FyGCRMDEOYYpfahashEfjf2cVBzteuubmATl2IgYhnFbmuTn5PrEJE9odGbowV5512+0jICDxZd5qPf7B33vexwsHnR8nLLolMW935UKVDtlccB7wn6XRgksUmkTFTXNPuyYZ9BCWBLtTNCKBu2xmEAWgQwkTqVtxHeSeJxehDRL0/ybKH17Q6stnBHoiIaJqsdjBlCsEk0UtLkTOU+AkKX9qBLSx1AlCbuNsKAYQyWmdOIv+1Tgb++D3PJgioOVPnZfRMkDJweLB46JWzO6R8DBYt+H2ZCWHSw6WHTK4kHvgb7fJweLrw5YpFmYkdl8/pGhJGzqHJqPGZxCcyx9CrlpMBM1QUFVUSZmYckgEiqFFgQTWJQ0G1OtTPPw9IJFDxIlI5A3Ibq1j25VtrAYGgFfxyjrCGUTQ2nmRWSSbIlYxwhVhLiiIvJs9/3rE5zTDyxyP5pm8n4mB4v9DIpbNapHwMFi34fZkJYdLB4UFJyyOCAYODO0M0P3+90ZJcoiGcmahikkUlwTBsUkPjkJRmHJPELdICeqkpFM/AxZBjCBRybLtgZlqyxK5iuk2bcfWITxYHQZ2pRtaT2FYhJ4QsCUwlZ8YdUXxehqQh7N2xV1kcegJd3yYMWUzI+ULu99YZgTMlEmrTppYdbB4iAvses2ykfAweKQ4LCviuRgsd8HXjqmDhYdLKb3Qjp3yuKA94T9Lo0WWJRAxNgTnaSpoZRYJjPSnzE2kCEVwsE/HUOjEMgYUtJUnAAilUsGLjNVTaglJOtAWz/BxNTNvVMNpBkaQgCC4c8RoFiQOUhg0UYqV0zPFVUxNUMz8pmVaKgC2ugUfhamBOJnqPhj0tzORkClz2MKm9xHxXje74d0ymK/w+JWjuIRcLCYPsQOae5g0cFi3x8Qg1t2yqJTFvv97owSWCSfMUKZVmELhYS6VI2TjIrWCUsN8uFIszPN0Dbi2DBwJnFfZIJrHoOJyLWhWZppaioyoD0eo5d7yYIVjuSqJPthkgGRWiLb3tQ61BaNsvtNTNvJyVsurGBgapJOjkdYZDANwTPZTy/t8YBPOWhYTM99vz2kmiZHYeCWhBcRl/dv9nw5/KylzRRDFuJtciMb7W1zApnIqrZ7YTg9vk0gnrIzzyMZb54F/Tr5z15wBhZZn1BW1K6ovexkIZq+onRDSNIOwfgAyzMaH8IwNj39TNwXobsC3gR7C/d2R4N2YUhP3c2P7Ag4WDwkSEyBwMFivw+8dEydsjigiuRg0cFiv9+dUQKLR/axNPr3PmhYtHkc94fdfYBIjZPYxcbX+zd6jNKcvn9jH+aNjKzaKrROYDFJLcn0knZ3iqmAmHfSmuAJhZWJL226INKhhpEV5VUkXGd/JBDvyHc2VVIKkxX/VdYAVwIFYZC37Eg1OA+YLkD3INQBCtaX1ToaQJvYRq/bg8qYsrSNMCfEEoHdNHJGwMFiCjaHNHew2O8DLx1LB4sOFtN7IZ07M/SA94T9LjlYHDlPx1dwJoOFxb3KHrloPzbiAhU2Ulkl3Y81hVPhTEzjCVBR4esNjFT6CtC6CKgyk17aBOTall4UEIZx4sq6EFD46z1xfxH9ReknyhKJVta1edZtMJNlVQKiUYgMa27vEwZ5Bj5N+iHgU9FkrW2qwZpx6FRjk3RHHBe6FiQYzOo5THRUAU0ezyq3Fb9Q+9l7n6F7PZwj4GAxfYgd0tzBooPFVGUe2twpi05Z7Pe742BxOJ+Hh+3YQ4bFAY9MYEwr1FQs8Kmp3cZu72+CJpjlEaOI2Na2poJICLXwZyvXAIa26X5yYBIWA6qSOoCRHqtZQ2sBE9EXgG4BLIUYQhof2vgwJk1OlJiPjYyg4yhxF4gjBMq3/qQ8nPVl5UdhVZ/IGq7tunQb4dGKrPxMNnUREZLvctNIGQEHi4cEiSkYOFjs94GXjqlTFgdUkRwsOljs97vjYHGkPBtf0XkMFhZT1EuFxT5iX0VuTNRDpvvp3RIvzN6qYuKDydraRSY4rxiwyYtCeugOFGoKGk2hRlnHVrfs/SEJiwI+TCxQiCTatYYnFcqaqYsYiS4QSo2aosK2skJHrK0pmyZvmrOZNml2VxdafGWr3igVWTClYEhGZByR1iEgC4mXpa2Kk/ic8nMTGBPvRY4KPXS7QcEAACAASURBVGDDvnJr79N1r4/yCDhYTMHmkOYOFvt94KVj6WDRwWJ6L6RzZ4Ye8J6w36VRBIuEi95TujzQvHff3q/T/lzH12nr3We0vR4sLCaox1CaXuEydlwr42DHhLDIqjSshB1C720RlGHlmX1Ns5Z2qGwtbGkDgqSNMJ/WEOGmeQ04f2ETLp25Bd+o6kKtR/hMQsBZbpHKnhASDYHAl5buwnfWbkU3Sx2y+o1QNsr9sfoyLlqwHW+bVYUvrm7B9lIMFQvEWmNrSeHSOc/juYYCpDaIo4g1Fq1pOdFHGVTEBEsdieGZqYcU6y7SzM7I9NQ7M/m8iYPlaLvyr97zdbCYPsQOae5g0cFiqjIPbe6URacs9vvdGSWwaOsq9wI7Al4aLJHCX+91fIT2Xs9l9meqHK7v3TddHs2P3cHCIvNLsu1NHWmpkVHXMglAMcbWtE4zQ1r/RPr/JcUI+9TDJtgJmFIA4wuYIESsDJ5rDXDxkhr8ZquPqlyI5W0+/mxxA/56RQtKoUSkmKCcAS+AFwp8e10bLlxYh01lgThU8K0PY4T6ssTF89vxhzYf27oDfPV5H/+6rg09sUIYG/zX2iy+ua4TPVEMo1Ri6RYBjAltnW4lqE7SfN2FGCEMo21EBIQBTBTYqPZIK/gWHBOAHs33wKvt3B0sHhIkpmDgYLHfB146pk5ZHFBFcrDoYLHf784ogcUUDAmNnFLYS+GP6/haMP9hP6DYd10Kn+l+OU/3bXcwyv4bHCyGYDFDqosJIHOg+EETWJQMMmFss9KIqNSxPjabMrbutqbiR1FubyPwSQhZRBz1QOoystLgXQvW4f+ua0fssV63D63yeKZV4a1zGrGtJ4SPGFr6iEWAedkyrpnRgeVtAlIkRRJtEvNI4vGGRty6uhOeFBCxj1UdMU6eXYt2T2B1ewl/Pq8BW3yFSIc2ijqiu6RQkFQPaYJmKe2YCmWEThOhzCyXzIvJFhMqJYQRCG0yHv6AGGUX/VV+ug4WU7A5pLmDxX4feOlYOlh0sJjeC+ncmaEHvCfsd2mUwGIKhwS63oCYqoJclwJg2pcAyCntk75mP24jWHIbpxQy7cIo/G+wsEil0AZ08HMnER6VfI7cwshijZIx2K4UVgiB5SLCKiGxOpZ4MZZ4KZZY26u9KCTWlMqoUR6y6EahLPG9NbWY2ehZv8NIMIl5GRu7I5w6uw2regKwBrc2IbYWA1w7vRkfW1PE3LoQm7ojlCIPOgzRo4GtnTHeMbsNS/PCKpJ3bgjxkdVNaO4ReM/yavzXni4UGKmtQutbyZSJSXVGRkDHiCIBTxns7hBYGEqsjxWyWiOWMVRYsgqkMCFimyo9Sbk4Ci/9q/aUHSymD7FDmjtYdLCYqsxDmztl0SmL/X53RgksBkGAzs5OdHV1IQxpUkzM0HxSRlGEYrEI3/fBfmx8zX6cp3CZQmIcx2hra0N3d7eFxHR9Co6j8ek7WFhMksYkPns2izZT3Ehtk5NTVWSgSkcs8M0FL+CasUtx1ZNLcfXYpbj2iaW49vEluO6xxbZdW5lf/ceF+Ktxi7G0x0cXSlYxLEpW1BEJlAkFEUs8sLUF1y5qQpOnIJSErw3+YV0HTp7ViE8/34mvbGjBO5fU4TPP1GNrIQfPxBBK4a4tZZwxfQdufHYnbpizDc9mfTy2x8N7n6lHthjbeuAMwgltzkSGqFAhFJCqjKIJsc2X+NaTz+CSx5fgk08tx6JOz35GzbyQ8KBsAh7CK1XJ0XjlX73n7GDxkCAxBQMHi/0+8NIxdcrigCqSg0UHi/1+d0Y4LFIB9DwPX/va13D22WfjrLPOwh133GHXcRtbc3Mz3vKWt+Ccc86xfThnvzPOOAM333wz8vn8XhMzIfH222/Hm970JrzxjW/E3XffbffVW30cjY9fwqJvgFABYSwRqgBFFeH+XISLnliJx4WAJ0ObwDqmsmeDPaQtW6MJd5KhLAks7vE9/MWc53Dq6nr8RWOED7YJ3NIc4wOtMW5p2dc+0BLjw80xvrktwM6yRhz6iJiSOzYosf6KMiiZANVtCm+f04z/t6ETeca3hArPdoR4w4wmTK8J4QcRygpoKit84NksPrLIRyhZY9vAYzR0qLCy6KPcI5GNNS59ph7LWkJEQqG7UEKD70GE9LUkClNp9BHLLrTrHrxkNH6xM4e3r+rAJeNexKRsiByjoq0fplfJ1pjAIs3W/U/WsbP/TUNYy70QSiWjwLWxc6Ya6s/6vbdvxRXAwmyfYyX7qkR999kJFxn0MzjTOnunrc9BhnHRwWIKNoc0d7DY7wMvHUsHiw4W03shnTsz9ID3hP0ujTBYTKGN6h8VwVwuhw9/+MP46Ec/ivnz5+P3v/893v72t+PBBx8E+7B/oVDAPffcg5/97Gd721133WWB8H3ve5/dzn3R1Hzrrbfi4x//OGbPno3HHnvMQiX7Ul0czZMMPOR1jHvrc3jd/D04fVE3TlvQjRPn1CIzfQPGzN2Di2Z249jlBVywdAeWVmehAm2Dhz1WOCE3qgixjrEhjHHNgla8d1UJYVkDYTPKRiJgukSV+AjGrIQiDTTLY5MzItbmNvDpD2lBSELHIaq6I9y4qB6fWNuNBuFZuI9kjK8s6sDfvNANXwiUqfAJwm4e01t8nD29CbtyEj5L9sWMWNZWjSwFeXxrdQFfeimLdi/El5e34dI5HbhkZgs++VwXGosRhI4QRQpdWqPIoi9UNpXBj6rq8ebJL2F+mX0CW3rReikoxn3HKDDym4KrFvbz0P8xIlBrAmUXNPLWdK5s3scyhIlsgm8m+T5os4E8AqHxrFK6sM3HDzZ34fsb2/G9qiLmNHZb5TUkNFqFt4SYLhXaYGZjN76+qQX/XNWKOU0xvIAJzAMIljEMFZYVBL5TlcU/r81ifosEE6EzNyX9NBu8GF9f1YwGL7LuACxRWZAGXVpAhTTTCyhdhpJlKMFgnyYI5BCAn4vBQhwMKvhMeZQkXEqSth+9b4mDxfQhdkhzB4sOFlOVeWhzpyw6ZbHf784Ig8X0UZRC444dO3DVVVdh7dq1Fh5pWn7ggQdw2mmnWRMz+3MdYZDmaAIkW319Pd761rfi17/+tQUUKpBUGC+99FLs2rXL9iE8fve738UnP/lJC5TpsUfj3MSRrZayNFa4aPZGHDOxBq8Z14ox0/YgM2crMnNrccLEdhw7vQY3zVmLJgarMFm1BsoVWJSa+xDYFMS4bkEDrlvbg0CwgkuHjRi2ubWVQsx+SGCRCbeVYsBMEi8NBpcIhVBKvFCSuGJOAR9ZsAet3VQatT1moGOctWAnfvBiF8qs6y2kDUYxvoe1nWWcO3sb1mQFSoYxzIQ5ApzC9i6BS1a0YFObwkMb8viLFW1oyYeoyytcubQad+zsghYBwkijh4q0LTGYVGwZLCwi5PknScGhmLAxssBk63MnBV9sOWmqplIyun4Qze6uAN+E+M3uAi5d2IkLFrfipOk5fHOnh0glYxiYIPEMMCF+sLWEaxbVY+IGiXs3eDhnXi0e3JlFwByTscbKbIA3L67Bx1fX4x9e6MSb5tVhc1sBItCIohj/vSGHLz5bD7oEWG9Uk2QV8lUMU0wg39PGjlOewKttxksUDJCv1PdOkpQnZRITP9fEB/hofT8cLB4SJKZg4GCx3wdeOqZOWRxQRXKw6GCx3+/OCIPF1LTMOSeCX+p3SFWLYPif//mf+PznP2/hkOsIlun7+Jrvefjhh3HRRRehsbHRqmHpdvozcjvfR/P2xz72MXzxi1/c6wd5tB6Eh/s4Oo6hTREtxsd/1PbgpKdqcdK4HDJTG5GZsR2ZWfXITMvijZM34IGaLHpY5k7FkEojoHakqOCxPJ/A9iDGDU/vwnVr2lAiFJksykwvY6FGITYVWGQ0iaAqqRBIKnGxTbDdowx+X5PHZQva8N/rs2jgMQiFMoRmgJIR+I8NHv5iSTc8z1jli1HKcSzw811FXLJgE5o9mpV5RoTSCIEM8dfLu3Df5jzyYYh3La3Gl1/sRqw9+J7Cj3fl8dWXCtCK5mkG6TCiW8Mwsht60Moif0AIKnuGKchpUWeuRmXzNDJ6em/j/UmYfNnG+zOEoEoZ895UKKsA2VDjlBkNuOOldkhb0jBGxMhsLdHqRzhvbiN+VxegGPWgFGpMbg1x9ZwGFJk2SAT4z60d+NqaTrT7McqRxj++UMInVrSiKHqwrlniSqYiKmpEkq4azC2Z2MBjWYSKPfgmQg4h8jqEryLIWEMKhVgIRJqjzqo3lWTlJrQ1tZkbkyLy0ZocLKZgc0hzB4v9PvDSsXSw6GAxvRfSuTNDD3hP2O/SCIPFFPx6z6kaZrNZTJkyBT/84Q+tOrhu3TqrJnIb+3Lia7bW1lYLio888og1PRMU2YfQSUhkoAz39YMf/ABXX301Vq1aZWEz3c/RehgezuPoyECYIoqqHS+VYrx/0k685qkcMrM7kZnVhMz0RoyZ3Yr3TVuNjeXElKxl0Y4X1TvCIovpERF2exFumrEJH1hVjzJhy3SjCKbBSXxECYuSSXaY/1okwTH0F2Ty7mKk8eOaEt48ays+srIDSzpLeL47xKr2CM/mPHREEkL5aMlqvHNJM/6jqgur8yG29gj8oSrCVfNq8FBtD3NmJwWfCVqxwcSmCNfO2oIdHqOZNSbs7sR1i9qxpkPgufYYb1tSi/truqFlCEE4JewJ2talTZkzWGWR5mBWjxGG5Qs1clTkjIQ2TFBehkYZNLbbaBibYJxOmC/TODZMNs4AdBBkA/gyxunzcvhuVd4qi/QbpXoXaInmcoiLZ9diUW0OQndD+goLcgEuWlaPHsE8lQH+dWMe315bRI8foSRDfHt1Hu9eUIO2wMcXVnbgV1V5MIjH3tNUjplNSNJUnUOELAoooodGZxnCeEkVHUQBID0YTVO0ZG0dKBbfprlahwhsucfDedcefF8OFtOH2CHNHSw6WExV5qHNnbLolMV+vzsjEBb5gCPU9VYNd+/ebYNRvvCFL1hYnDdvngXBtC8fO4RCKkMpUBIa0+3cFyfOm5qarDr52c9+Ftdccw0WLFhg1Ub7YD3482vEbmVwb48uIjLtKMcRfvNcB14zox2ZBT0YM6sLYyY14LjZe3B/XRF5ZRCFXTBRN4Si+ZEQCBAB6atWV47xV9Oq8KUVNbbcXoA845ytiGbHuFKjmZVWpKgEakj6uZVQXdA4a/pmvGZGC46f34jXTmnHcVOacdycVrx+ZhtW5nxI3Y1YRniuM8SXVuRw5tN1OPfpJlw1rwF/2F1Cj1Uhqegx7VGAnKfw/hVZTN9VRhjzXMvIhgpfX9+F8+b34OKZrbhjQxlZqsaG+zcIjYJmsm4hUDBhv8oiGY8fan+fRd5IDK5JXBryAgioCEqFWAXW35Gpf2gWFwdp+7ZLhLautUzyU9rgGoOyinD67AK+v64THv0imR9SB1Zl9GWEB7d6eP+qeqxvF3iuK8RlS+swvj4H5fO74WNlq8AFC5vw5TXt+NfNHt46qwOrurvxxOYYVyyqR6ONOuc1E4lGyM9K6NVZKJ1HXoXoJhjz+hWYCN3Y4CcqoHzdIQx6jEasfUDmoXQAz8GiwUM7ug/+6/uQwG5oD/N+/5AfcFwHiwcdJ6csDngfO1h0sNjvd2eEwWJKY1QIU1gkxBFSuEwYnDBhAk499VRs2LDBduc2TpwTEK+//nr80z/9kzVTc1363nTO/XD/NGn/7//+r4XPPXv2pIcelXMRSBTiGEUqanS18xTe+9R2ZObncPz0CMdOrscNyzciSyhhJRNVhJElW7qPUdCMykUYWbNtZyiwqDmP9Z2JyR6EGfoiUrk1oQUxFl+m+ZlqpFXMqDIy0oW5Div5Dgl7dlWveW8zJl9Tyct6ATqKZZSEAgNLkqu5rwIP3QZq29pRpL8k7wVCJANH6HNX9FDymGeR3JeYSfl+9kEooaRGG2Lcub4e5zz1EuaWY0gm8SYQsmMfWCwbAd8EKJoAQSzx6TYPn1/Vg394th2fW9eK63a045p1Xfirdd348LosPrQuiw+v77KNrz/0UhYf29htlz+yoQvfbvLsOfN07OEqNakjKXH60y347oZupKUPfUbzhD5CFWN1Rxl/vqQNV62oww0LmnD5nHY83VKw0BoaDU/HWNbs4bMvtOPj67owqzlAs1fChxZlManBA3PT90R55AmLiknLY2tujnyFnVLg/6zdjPdUteBd27K4ZlsTPrOygL9emcPfrerAvy9sw5fW9OC7WzqsamlEEYJBSLyxel/AI/xNccriAQA4FKh0sNjvAy8dUweLDhbTeyGdOzP0gPeE/S6NUFgkIBLoqqurrdk4BUcCH3Mt0h/x+9//vlUOU0WQ/ceOHYszzzzTqocpKHI7wXDjxo02uprLbNzO/Iy33HKLfV+6nyP8DDwiu1cigQG/UqGFStXvtnbixAXVOGZqB46ZuBYP1TajTL9DwqIpAaoMTT85G6BC/8PIptRh1HObNlaBZFk8IwOrIOoogcWIlGWruDDdDiPSCeq23HJCRCntDeKT0uWPYEfYs5CXFpWpwH+6CwIVMyPu9ZuzqiPLFhIeE0jkviyU2evLzsrmj+wcAiwqJaCEj1iH8PIRLnxmI654aDVu/cM6fOiPi3HlxIW4aexy3PLH5XjP44sPaO9+bBHeO/YZvHfsEtw8/ln885Itduz44ThObDzPvbBYRVhMLNkMCmK+yHXZCH82vwV3bymivajQVta4v6WAd87vxKwOz/pT0kysYgk/NijKMmJRxD1r87h9bSsayzH+fUseN86qxSVLt+Lp7gCSEdBMRl8ooK1b4t8mPY9b/rAS7/njClz12AJc+z/P4p3jl+Pd45bh40+sw9njq/CpeeuRkzGMLiMG1U9e9PSKHPm5g8X0IXZIcweLDhaH8uNiX1+nLDplsd/vzgiDRQIboY8gR0WJqW5+/vOf20TbXEdlsaWlBeeff741N/ORxfV8X3t7O6688kprYk5hkNv4kGQkNHMxMr0Oo6bT9zDI5fLLL8e4cePsPo78I/DIHEHpGCHTuRDeqPZpgfWlGBfP2YBTJ9fgomkvYnMU2/x+hEVFw7Khf5qAZiSHJbYo8VeDgkcTaxzBRPRXY5k8YB8sMhqGfnhMpxPZtxIWrcBLmBgCUFh1r0KJ1k+xH9C019K6MNLjj7BlozWg1b463+zDif+zLKGFs+Q0UTBq0MpiaAQi6SMw9L9UOHl5Fb76fB1WRhprRBlLZBfWiRDbQ4Ut8f5ta6ywOZLYxBYK2/bECpo0SM6i+mqVV9MvLNqy1VLi7s15XL68By1+iNgUYX8I+D4++kwP3vtCMyJWHrK1DKWtzc1o6pXtId48J4sVXT4e2N6JmxZl8eCuLvzNhnp8aF4jWnoI1gJRqYxQlrE1DLEhVlgXRHhB5LE2irAq7sZqUcAznsRNizbjI/PWo5s1w2UJkSlZn8ehXNtXeqc7WDwkSEwf+g4W+33gpWPqlMUBVSQHiw4W+/3ujEBYTFVEQiNT35x++ulYunSpVQcJd3feeaddV1VVlaglFVi8//77LRCm5mk+rAiF3A/bo48+asGQwTGMii6VSjZ1DvM2Mmp6NE+xEWCjzyEDJZh0OycN/m1XG147eTnubQ1QtilhGAgTIUKRSAiw8kmgE/8+6bEyNKgX0twMgqAOUNIhYtqTqdQhQqjpD6igY/o7xlYZs6bhinI2JKDge1J5sQKaBL+98FdRgNNrw/VU/wjEBOS9VFjRJW2yccKvTDLgBIRMBdw1KDO0QTd987SPovHRIQROWbEGty3djkYDFFBGG9ptNHgic1K97NV4OpQ/Y8a/MDVR0pTkOdNsziFMam4foCzacWANboFvbizgi0vrUY4DCBnbwBIpAty6thU3Lm1EMWZSdYMArGvtIacM/s/zPbhnQw7FksBZi9owryaCMjn4QuOzKzvxcEspSZkTtqNs8uhmuI4EpPAhTSd0LKFEDqHMoaGs8Zm5O/GheVVoY11uUUBMWIz4wdIrceTnDhZTsDmkuYPFfh946Vg6WHSwmN4L6dyZoQe8J+x3aYTBIh9BKSgQGlmSj1VWzjvvPBu5fMkll1ifxLlz51oAtKY1rS383XDDDfjbv/3bvcphui3dJ5fvu+8+XHzxxTZ3I/d14403YsaMGRY60+Me+cfg4T8CmSU1c3JOeGtVCqv9GP+yaiV2Cg0vohKVwGKAIiRhMY5YEBqIqFb50CZRHBkFa4MatI+cCRCTdBjEApq7BWTI5M8CQQUWK5lZLEtURL5BfUgmpaG/pJ3zdSWIove1sK8tSCYRwwRCqmQExiRsOrGBW1CsRP4S2GhOL9sfDIOFRdj0NUlEdYiikDhl6Sp8bclOtCrAl0UUZR6SybGLMWLJSjG9m4dIVppKX/uIdGJCJ0fSP5RRxTQ5W5/F1AzN3IZMeB5HmNAQ4LQZTVjaxGsQWzeBTd0eLp/fibt2+DYFkRCMKjdQkcDMnMYHFtcg60mUwwjvXtGI323Pw5chmqTBe5Z1YV5LBwT3pQvQXk9i9w/pp9qDUNTYJN9C5G1E/a6Sxgfm1eED8zej1f7QYuBUPrlXHCy6ABd++Zi8U1MrZ+JPI3FFVRFjpjUiM6X94A+c9ME83HMHiwNeJ6csOmWx3x9aIxAWe1MGQYGqICu5bNu2DbW1tXtL/fUGCr6HJmr2HWhK90WTNPfV0NBg1UpCJLf13d9A+xkt6/lcJ4hJBvmMlpMe0nnyE/KTUZar2KB5HW2pQEY0J01LhYdeqsV5E1ZiaknYJORMA5REFlMcZPppJp+WCBgVHPnQQRkFT+GUlavxjWU70WCAwC9BeqzGYuARngcx2TOswLu9v/h8NQr5WOKsuQ34t62MDI8Rk3eZ3kZodAYC31i5B6dNbcbfzGvDB1ZHOHn6Hnx2ZSN2ecxxRFcDgVIcYruncMaClzCxLoYQrMhjMLbRw0WTd+A9q31cMbUZH15RjZ1B4mfqUXm2lWmSe54Dx38hR4E+qTJGi9R4+9Jd+NLMdehmFk7l2/yYVOmP5uSUxVcEVE5Z7PeBl46pg0UHi+m9kM6dsjjgPTFSlcX+Hkip72HqaziUB1cKgel7udz3dX/HdOtG9ggQcojBvYvRUeFkfkDbCHXGoGwM7nupFm+asBIzSvSzpP+epsRnK8ewTrP1g6T5niqnYL7BGAUmzl72LL69aDOa6P8oQ8RebFPL+EMAJ6q8iZne2potLHoyxtiGHFZki1CSwSORretN0SZmHkqlMbeljB/tLuFn23KYXZdHsy8hmVBe8zPQ7QCobffwfzdsR3vIFEYagRIoCYP5LUXctacTj9Z2o7EoUJTCKpf2e1MBVvs9qJxbSFiuwGKz2geLLADoYJEuGMYgMC51Dp1unbLYzx9G/ohjjVD+aOUYaWCz1Dh/wvMY81QHMk/lkZnehszM7Qd/IKfgMoxzpyw6ZbHfH1ojXFlMv5V8sPU2K6frBzPne9k4pa/T+WDe7/qMzBEgJDKLoK0dnRilrQuhNfXSrGsATwMlBdyxvh6nT16Np4sKgkFPTFMTsKoKcxHyxwP9HOlUSDnWZrBGT6jxvjWr8eCLNcjGxtadZk1mWwt6CFptf7CoWOKQtWV4HgwkotLJe9wmAA9gQvoIhlCsjc3E50pACy4w9REbfTENVGyQNcqm22FFHhNLm87IJlgXDE7hOETwmf5IxhAevTj5YRPItq6otEY7WExvcg4Of3PQxyGJnOMFdLDoMTmWjdBysJjeK73mDhZ7DcaBL5O0FTRkxHikNovXTa5HZko3MtPr8f/ZOw84PY7y/r93kjHVGLCB2KGGFjqYEv4BQgkhAQKmJSEEAgk1BJxAaKGaYmO6UwgBgsGqpztVd1uSuyVZXbpTl069l6vv+279/T/f2XvOq9Pu6XQn3Z3M7H3mZt/d2d2ZZ2fm+e4zrTJrgyqzdqnSQheG7WMH096yOLjszxJYzOc+QA9wPJWN5uk8MGJh4R4cd9aWU7mZDzsuJMCSfCwxyDQyQZpBHPCDqk9R9TBfkI3h+fiq7TqvabFu6WC1GibY7lXCetoR17rB3W7EtxsYE6MT62KKoBm1bm3oCFVNEtVYSjDimcBaeXeHgcIpgsW0Sj9GpqQJnCECTgUEyaPAKE3jMXmUvqVpyKlsbW2GrjOfJBYMt9og19QkBqq4OGdzXbq+qVhMWcTGjcYmzYEYL0/PUFCR/qE2PsfDYv9b87DYL4rcTkoHZw+LOYkM2PWwOEAgx//0sHi8PAb+Yqm0f1+zWROxQM/cnEHztINZH+CWTarMAab3a+KU3YMD3Zm0SJ9FsGiwh5zz+wPlXvSb8Nb0PPA858wNPOd/j18JpDQno7/cBNtJtuqe67tIc2/meK9RmuqvV2/XI2cs0fxj2VrWYdqjKA3cSG8mrmYgDANiAMdeRgDHVdfXcwtzdLKyYRSJMeR1YI4+f1DlELcTYZHBKUwMzqjmPkugG8mezbcIDAJygRJVEyyhqQNcJhInka7eBQIDxqanDoppWs/6bbqRBw4HAU5GTauDwUu0ogYKI1YCZ6ASCzt6WCx4hR4WC4QiD4tFUskd87CYE8aJux4WT5RJ/oiHxbw0Rr6P4vfb8RLIW0XNemrga3CMb46rmb/SwphMOW/N/EwrZOcJz7lxuwH6bqkYGg5TpcxrGCcK6nXXD7E3qeuoavr40vV62W9adeeeRGktcPMcMnF5nHQqCDqc9S3h2ihx/RxrQBhzTdJU7AZ49LqpiRyAOZQ7BZkwGAZrIOAqlhdMXFOyyRgwpEm9P3e7nWzgiRu74yYep0U0e48upGPhbDUbLIzUxdmG/wAsu6ULWToT6yupceteZ1ZF93ziFbOqt++z2CdAD4tFhd3DYpFUcsc8LOaEceKuh8UTZZI/4mExLw2/f7okgJI3sGMf+GNjH7Bzu0U0CQAAIABJREFUENAHD3lItPP5MAAm9+IcmzXNs58PZ/d3gcbJP2x7DF5hdDLNz9RHcUw/vV5FTKwd9agnqepI3KPP379Gr/vFUt2zK1Xc0yMGmHQDjbWjUtAl9Yauv18aReploAjydLKsucnLE6YSYilFnnGqsAhs91mvgUIGonCvPqzr9wcTq71T3skJm3t1HMdl7zELA0xmdkT6MDIvIyv88HyHorxzZ/b0sJiTqYfFnDD6dz0s9ouieMfDYrFc+o56WBxUPPKwOLh8/NnhSQBgMEA0oDMfqDCQzFsaCZ8PY+BoMeAcG9cO3Dhn5weeG8vfYZqoK2a6m1jsx4xmZnm6ereCWo8ORoF2RIk2xom+smaz/mzSGs3dnWhvlGptHGpdGKtK+N4uhUd6ldbibEUUJWIKwjTkflXV0qoiehEiW2TvVsAZejM01+U3UO0BS2D+TPk+97B3NuB2fRfx/ogTLoNG/tNMXSM9NGn3+Sc8m+mCvGXRhI/Y/AAXk4b5HhZNEiW+h8USwWSHPSwOKh4Pi4OLx58dhgSOh4YMDDs6Otx62ax/bVbCPBhyDFg8ePCgm1eSe+TDGQxynFVtmNPSjlm4YUT1jF9CNz2ajRkBrFog1QPXt/BAmurnG3foNbPv0MVzl+mJN23SOTetUMMNB/T4eTt18fXL9fg7lumVNy7UTR2HxfQwB5VqOyvWxNjfYtWBRbdKTaCOtKZerIkMKAkZeQw8Dh0WMxtinzjgRpp+seixb+4k0jruvWeGyqxbprNy0jjOwBXQMJuDkQbvyK3Fw5jrbNAMVlEem/3LHshPmsE9LPa/AA+L/aLI7XhYzAmjaNfDYpFU+o95WOwXReGOtywWisUfHKEEADhgDqj75Cc/qcc85jHOveY1r9GyZcuOsywyUfnixYv1ile8Qo9//OPdcohTpkxxE5gDINwHyNy1a5c+/vGP6+KLL3ZhPv/5zzsAtWcRdrxt1D9Y+tzAjyh0w56ZYmZPnGhGR00vmbNOEyfv1EMnHVNlzmZVZnfpvBlH1TBrhxpnr9K7F23XFkYKuyZoBr4wWKRHoYIMFmsZiB5gnWiabhlUUotc83boxhGfXCJIDauna/i1Zl/6MOI4mXeD3O4EWHTASGMyoEgPS5tdkvVhMmhM+pDWcWmfrcytzZjrQ+lGRKe+GToneg+LOWH073pY7BdF8Y6HxWK59B31sDioeH5nLYtuag7XdNk3ytjZOJjyA1NQrI441b9v7tFntyb62ubYua/m/K/37efPcYwwdi6/Tzi7Pn/ejnHerrdj5ufP5Z9n+/hf2Rzrn7aHLp43MkCCrl6usS9rThxtkALw9u7dq3e96116y1veoptuukkLFixwsMdShitXruy3DBLuJS95if7rv/5La9as0Zw5c/Tyl7/c+QaCWB0/+tGP6gMf+IAWLVrk3KWXXqoPfehD6u7u7u8DOdrpHLx0sQRz6ibIjqJUCXMRMoo5qaszrWpbFOoLd63XeU3rNXFGlyZO3aHK3K06Z84eVVr26LyZK3XDrqPqZlBLECoKQrllVBih7Hol9jVGulHE2bQ8vHQ3HyIjsF0OOFkMs/NZD0EDw9zgk6FdflyoDBrzXRPJidb8jA8V4rIc2n+x+8m0Ovb8jFOJGxPpVHXYjdBO4lAH6on+5Maleuecu7QvZWoflh1kcMwxNxSn/55neMev4DKiaTD8Ci6FEwubTP0KLqVTsPhJuf2k3IVl5wxMnePGfCax4hhYRB3RvT5g/hGlQV1bO2M9ft4mVWbuVuO0bePanTN1hx42eZ8aZ27Qw5p26PN3HVGtSnpIJZMoZwNKzrDe7L+9WZgAxAsvvFArVqxwYAj47du3T6997Wv1uc99zlkOgUrg8I1vfKNrhuZ3b2+vPvjBD+oNb3iDW0Ob+3Hs/PPP1+7du51VknsBn3/4h3/oLI728PEHi9mk2wnje+rAYqxaUleYVpVEkVYcCvWM2SvU0LJHE5uYvmqtKtfv1ITm3frzu9rV1VtnWRZnSewBitwkjZba3yWf9cKPKGDi73qigz2J3nr9Ur3l+vu0HcisMR9pmq0PfQqQPFIJelg0sBmW72GxUOGZLD0seli0vGC+n5S7NE+4sjRKsMh0wGLwRBxpe3eiC2dvUGUm80zuHNduQvMePWT6QVVmrdeEadv0uXuPupG3YwWLKGCgb+bMmQ768gNXWPMai+CrX/1qB4c0QW/evFkvfvGLHUjW63XXJ/E973mPszRyHgBkqpy3ve1tuuOOOxxk9vT06Je//KVe+tKXqrOz0z2PpurxtjGhdJWVtZgcMUgURol6U5qJu5UGgQ5EiT60dqcmXrdWldn7VWnepIbZO/TYKSv12/1d6qIZOyVn9qqb4R+uQ994S+UoxYcR5PVUQTXWzmqi1928Uq+7aYk2YEZnpZsaVlXywOh1R/CwaEpsWL6HRQ+LOwdX/iX5ylsWvWWxsOyMEizSD8xgcVtXrAtnrleFZze3j2/XtFOVqftUmbNBjU3b9Jl7jrj+bGMJi+ADoAf8maURayBNzgDez372M3cOqCTcFVdc4SyJP/3pT/WZz3xG73znO/tXruE6gPPOO+/UE5/4RH3rW9/S5Zdf7pqqsVraiGruNd423kHIhNxumT72U3UrURCzXF5NnbVE84716PGzblHD7E2qzNurc6Zv1KU3rtTWWuCWyavHvQrUoV71OEv4eEvjqMUn6lQU15zstoaxLrn1Xr34xtvVmrJOdme2FGLiJhQatSh5WCxR5oUV+QlhPSwOKidvWSwFSQ+LHhYLy84YwOL2nkQXzt2kyuw9qszcOb5dyx5Vmg+oMneDGme065P3HFJHzEjTsWmGNk0NvBnImXXwK1/5ii655BJhYTQIPHr0qN761rfqec97nn74wx/qX//1X0W/RpqnAUnCAZ1f//rXddFFF+kLX/iCrr76aj372c/Wpz71Kddnkefgxtvmlqxz6/kxuIUpbaQu3kscKKlVXZz31FNdtmKFJs5dqYZZu/TkGes0eVeXqj11HWLeRNZM1mFFwho5/oB4tGSeJEzZzVKGNW0LY73y5sV61Q33aD3rCsZdSuhSwlKD3rJ4uFTJFlawJ0Dc8Kw9p35vD4uDyszDYmk+9rDoYbGw7IwaLIZucIviQO1dNEO3qtKy2/VbpO/iuHVubfODqszbqMaWdn1iMZZFQJFhBdZnEcgYneY5syQCi+wDezQb/+QnP3Gwd8MNN/RbG2k6/vu//3u96U1v0oEDB5wFkf6JP/jBD/T0pz9d69evd9fT//GpT32q7rvvPgeO3G/58uXu2PTp0x108bzxZl10QzPcAIzIreICLGL7isO60lqvwmqv6mGi5VGgJ924Qg9t2qS33rpF21nhpVp3g2Pqaa/rr5cmPVLAwJDfzS1kVHyQqpZE2luL9ZY5y/X2efdqj5ueKHRN1PRbHM3NWxZHBJoeFgsVnsnUw6KHRcsL5vs+i6V5wpWlUYJF5nxjHXrFdW3vSXXh3NWqNO9VZcbuce72qtKEZXGTGmdt18eWHFIcMylJNgY1G+Bio09HU5VmfReBv4985CNu6pzm5mY3WMUgctu2ba6/Iv0PsSIaYDKX4oQJEzR58mQHkK985Sv17ne/24UxayOgSXP0+9//ftencbyBYiZpBk9hD2O95L4xwW46oIg1DaWANZEj9Sah/mnNdl107d36xZ4u1ROO111fx86krm71KI3qWVPr6L7CcfE0JuDpinrVHabqSBLtOFbXx2au1Iebb9Wu7siNGO+NE4UxU/KMHjB6WDQlNizfw6KHxeFZsb1l0VsWC8vOmMLiHlVm7Brnbq8q0x+AxY8vPqQ4GltYBNywKDLJ9t/93d/pRS96kebPn+9gkOMAH83GjI6mORno4zgQSf/ErVu36pxzztGNN97ofn/4wx/W61//erfPddyfpun3ve99uuyyyxwsGoCOC7rpjwSj7ZnGhslfeCfYGmkuZU5EVmMhzYkCJbr1WK/++bYlWhlLPQGWyFBJTeqJmaEwm7fyFObZ7o/Bg2GnnqR67eJWXXBTu86/ebueeNMeNczt1ITrD+lR8/fp4hu26XE3rdU/rN7uVrYZrTR7WBwWJBogeFgsVHgmU29ZLLUieVj0sFhYdsYUFneX5tfCuFo5H01/xp4MFudsUuPM7QIWWTVkLC2LgNuGDRsc4D33uc9VW1ubA0DgkEEu+EAf0EiTM/0VGcBC/0XOM58i17FPOK4/77zz9POf/9xNxH348GG3z2TfXEcYnokbXxtxAhQzl61ZwnyeWVyx+uLoJHAsSrUjDbXbTUBNkERJLRWLv/QwqpqOBMxB+Du4Admf3bpJ5zQvV2V2uyqzN6oyC9bYrMq8LWpoatW5M+/Uzw7uH1We9rA4oorOw+KgSsTDYqny9bDoYbGw7Iw5LG5XpXkcOyyfWBZnZ7D4iT5YpOEZYBztZmiADXhjMAuA96hHPcrNkXjBBRe4pmh8+ihiScRCCPhhWWSk88te9jJnhWQyb1Z1wXpoVsSmpiY3AvqFL3yhC8d8jUzkTf9F7sUzx+OGPDJYDBWp7qbCgQ55PzSaskALLadxb6AoPabDSbcOxqmCJLMuMrdidyodZbUTTI2j2Mw6XuRJ0/L9x6p69uztmjj5oCrNO1SZvVeVOXvVMGWnzp2xR2+6ZYs2sY72KMrHw6KHxVKgKVRmpyIvD4ulsvWw6GGxsHydIVhkGbYHJuWuuzVcsj6Lgdp7Yl04d60qzbvGNygCsTN2qXH6/j5Y3KFPLDrcZ1nMj4Y+tT6LffwybFagnyIQR99DHKusMAIaH8d5IBCQAvRwHGcFly1btrjl/Qz+zFqIFZJ+iszLuHr16v75FbmPbRbWfo8HnziBi4lb0bmmOK07CyFzMLIIXsj5JFVcTZTW9upodExHxOovWEtrrrm6h6UT07oCBrmUwJB7Tp91dTzKYWTvgrk2u/TPqwI9uvmIm4uy0rzBWRgf3bRXj27aoUnHaqrFXX0rw4zsaUO92sPiqcDPCWG9ZbFQ4ZmcPCx6WLS8YL4f4FKaJ1xZOgOwGKdYaRJW9utTvjW3goubeiOSNlWrunD29mzKHHtP49anT+VuVWiGbtmjjy/qFEY2BuxgyyKtNIVmy6sNTQ2ymq/1r3NXuBXY+pp5jSTNH9otf2dDGRSbjyDYB5CBX/yB5ywMx4FmHLDM76KNc9wHSMzfsyjs2XqMLLy1muqSOZvVOO+YKk0bVGlercapO/WOBfvU7pZT7CyF6TORbg+LI6oUPSx6WLT+q6fme8uitywWlh0Pi4PDNNbP0wyL1TR2K40w8AJoPGHiHQNFfL+VSsAsfPgGhIAfv81xHMAzSyo3MyjkGAN+WMGGY/kw+YcCirZSDuFovn+wbWkQ61iQ6kvr92rC7M2qzN2rSstePXLqev18e7e6okBJGJYZXs+IODwselg8SeV8ahB0nAL0lsVS2XpY9LB4XFmxesjDYmmZyeR1+mExSGLVcWnsRuoCjYziZSIYA58ES1ZfUzLHzubNwO1MpcHujw/Y5YHRLIL4bMBe/hj7HLPjRXHkvlgX888h/INpS2p1JXGi++qsp32vGufs14S5nfrLu9vVHgaKo14l9dHtt+ph0SrpYfneslio8EyWHhZLFZ+HRQ+LhWXHw2JpmTlTsMi0LkmU9SWMktgtWRemiXBuBG/SBzBxBjFAytm6GWCdKbgCDLk3Po6+nExATh/OgYDHb6yMOPp14mMxzAPjQDkTf+5LeAtraRoY9mz+TX5MeuvqSur6zrqteuz0dl3QvF2TDnYrSI4qrnVI4egCsodFA5th+R4WCxWeydLDYqni87DoYbGw7HhYLC0zZwoWhYWmFkkhE5VnChhIdLDYZ2EEPJgj0KxgZyswEu/BrHYjBSwDN4Bu2bJlYhQ3q9E8//nP169+9SsHhBYGWLTlDlnB5g/+4A/EKHA7XwS03PfKK69092SqIQs70niPt+trYSRGhqfhMa2sBfrjlna9/vpNWpf0Kk32K0nqShOGDY3eh4uHRQObYfkeFgsVnsnSw2Kp4vOw6GGxsOx4WCwtM2cKFpNAci4CpFiBJFCa9ihNupSm3UrFesW9fccf6H9noDIU3+l09PoJzo2mgURPiyMuCc2/zueW2ehje647nwPgMwFJQB5LFTKfJDDY0tKiH/3oR275w8985jOujyHxABanTp2qr371q/riF7+oRzziEZo0aZKLkot3Dmz5DagvWLDAraXd0NCg3bt3u/RxAecfTBsjx7tZoSXpUC2p6beL1+mmPceyY/Vu1ZJYHW4yotFLt4dFA5th+R4WCxWeydLDYqni87DoYbGw7HhYLC0zZwoWq4mEC5jSJWXQQLZudhqEbok6t1Rdva6o3quq6sN2oeK+UduZzwhuBtTknY3MNj9/zvYHO0cYB4ast+c4Aktp0g+pQBV9MXGnewMScTQnv/3tb9cnPvEJB4ZYAxmEAjRiZaRJmnhwHAAEGjs7O938lANhkTjafQ8dOuTmrPzFL36hhz70oQ9qWAzTQD0Jo74D1YOaDtYSHUlSRWGkqFZXLU3VpV4/z+LV6w6fpMIYwaALA5nT4ntYLFR4JlsPi6X52MOih8XCsuNhsbTMnClY7GItXmc7jBUzv1AaqZaG6k0idSSBDsc1HU7q6kyqCtPeYbs4Zd7B413C8ninybkpktLIgW8tThW6JnWmTMJ0mvavpHKmYNHAjpVpLr30UgeHgKBZBZlX8pxzztGuXbscJBLewWuSuBHQrFAzEBYNKumjiFWS1W7279/v1tLmPnb96Qbfsb5fHNcURExcnqoWZH1qkzBWXOd98oERqSf1sCgPi5RrmkNiJUy4FNddhfL8FZ1qYDb3pn0nqVDHCUx7WCx9Tx4WPSx6WBxOPXX6R0PXHBxGYlQ0Viwmja4FdVWTVLtqgTbGsZaEidaGifZGx7t9USJznBu4b8fwD4TFbn+Q6ECQqMznXN4RrizsniDW+iDUziRRRypFGBgxLMZJ5s6gZRErIZtZC7Ec4pAp0HjNNdeIFWk6OjrccQMys0YWwSL3wt12222u3+P69esdWNIMvW3bNncLgPFBtyWx4lq3alHgJjMPYiYsDx3zx0moMMSu6OzIo5Z03wxtVrBh+d6yWKjwTJYeFj0sWl4w30/KXZonXFnylsXB5XMG5llMw0ApFjBGoCb0+ZMDreWHqvrivLv0wZuW6o03Lteb56/VO25dU+ouzZ+7ZbXe3ufecctqvePW1Xrnra161wD3zltX6dJbV8l82+d33tlxfNvPn3fX37JKf3XzUl12w81q3rZDe9NUnSzNzLidKD4OFs8kXhm8mdUP2Nu0aZNe+tKX6rOf/awbxcw5HOfYaLoug0WufdGLXqRZs2b1N3MDi3v27HHX2vNGjZpG4UExg656j6gadOuwUnWopnoSiQUQw7BDcfWQesiroxAXe4SHRVNiw/I9LHpYHI51ZKe8ZdFbFgvLjofFUYdFpwxppXV97lgZJBbzKi49luqxs3arcc56Nc7aqcYZ+9TQvPMER1nOu6IwdszC2e/BfMIOdp5zdj8L29i8QxObN+onG48qZABEHClQmC2cDWgocs3TyRmYos+gDWuigSAyZSDKe9/7Xr3hDW/QkSNHnJwNQMwvg0WO/+M//qPrA0m/Ru7HpN2NjY0OFu2Z5tv9xqtPPMucWVHz1tggqCvEotg3H6WFMZ97YbXNy9zO5f3TIR8Pi8OCRAMED4uFCs9k6i2LpYqPyv0/Nu1TFKauT1FVVdFxnV4HLMOWpHW3viqrrA51YxRk1q890H9vPaiHTWtXpemwKi3tqszaoMqsXaq00IVhe2m8Bn2f9l5H4nvL4uCy97A4uHzOgGXRytdAWFx2LNX5s1hacEO2FGLT/pPEzfTCWPo7NKF5o348BrCIHA1QgBfmQWTt69e85jX6oz/6I2ddRMZF4FIEi9zruuuu08UXX6zbb79dK1ascOtpL1++3MHirbfe6gbLlN3T3ut48stAMQ+DBot2zNJXdG1e5uwTtiz8SOXgYXEkiq/Zw+KgcOFhsVS5eFj0lsXCsuNhsbTMZPI6/X0WTYlmivYBy6KHRZPM0HyDQGCH0c9McwMovv/973fWRQOZoruVweI3vvEN1wRNE/YrXvEKXXLJJXrxi1/sYJH9+fPn91vqiu57thwrAsGhHCN9Fs7Sar/zvp0bie9h0cPiSSrnEXwle1gsla2HRQ+LHhaHU7d4WCzMN/16bOwsi1gCART8mTNn6ilPeYr+5V/+xYEiMAhA4hNm4FYEi8Bld3e3Dh8+LKbNYSUY9pmMe+LEiWptbXUruRgUDbyn/316JeBhsb+QDafi8pbFQSsuD4seFgeWL98MXZonXFnylsXB5eOboU8in7GDRdAEUFy3bp2bYJt+hQxEYU7ECRMmOGsgPlPfDNyKYBEIpD+eQag1rzKNDve2Sbnt+MB7ni2/DXbNH6/x9rA4UJmd0m8Pix4Wh/OR4Qe4NEz1lsXCsuNh8SQw5C2LhfmmX2+NLSwCOsAdkAcAMhgFx7454G7gxjEbqDHw3MDfhOVeRfcZGHY8/gYK2Sz++PkBKpxDhhaGfcLg8kBp98mH5Ro7bte7G52Gfx4W+wvZcJS+h8VBKy5vWSxVfL4Z2sNiYdnxsFhaZjJ5eVgszDf9emzsYfE0cMmD9hYAHyvYfOlLX9Jll13mJhr/3Oc+5yYqJ9EGeoRhCUQmIsd9+tOfdo79yy+/3M1VaeBoPhZbrmGpRcCbZ7GZP1KheljsL2QeFgevhIYhHw+LpYrPw6KHxcLy5mGxtMx4WBxKHexhcaRQdCavB+yYH/IlL3mJnvWsZ+lpT3uaHv7wh6utrc2BImCHpXDfvn1uQM9znvMcmSP8eeedp+c+97nuvIElPv1BP/WpT7kBQO3t7f338rA4IsAbSoEbahhvWSxUePZ+PCyWKj4Pix4WC8uOh8XSMuNhcSh6ycPimYS9kd4bGDQHFG7dutWtib127Vp3a47h8tPnGEAywOdVr3qVg0L6beabrufNm+dWuGEEut0fiLT7GViOJP7esmhgMyzfw2KhwjNZelgsVXweFj0sFpYdD4ulZcbDoofFkcDOeLjWQA7YM1h89KMfrdWrVztrIFBnLg+DhL3lllt04YUXatWqVceB4saNG/WCF7xA3/nOd9xI8Z6enuMsi6cDFJGdh0UDm2H5HhYLFZ7J0sNiqeLzsOhhsbDseFgsLTMeFscGFtM0UaxEgVLWghHrBKQRCwikilNWhZGqSlVnEWoGZoyBS4gIq9LU0sz1LXPoIleXFEhxJNVPnLVnzBgSiMOyCCxiWTRIxAcq7TcR7OrqcivgMBWRDQQiDBOff+ADH3Cjz5/3vOe5pmusj3fffXe/dZL7nI7Nw6KBzbB8D4uFCs9k6WGxVPF5WPSwWFh2PCyWlhkPi2MEi0ks/rI1pVLBhIoTRk4IjAwVq6ZY1TRWLdGYuCr99ohnlDn2iU+YRIrCUEEUqjsN1ZHh7ulgpxHfA4jLwyI3NEAEBLEm4mNhnD59upu38p577nHHCQc0trS06KKLLtI3v/lNZ3FcvHixPvKRj+gZz3iGVq5c6cKahXKkEfawaGAzLN/DYqHCM1l6WCxVfB4WPSwWlh0Pi6VlxsPi2MFiAnQlsaIEqxdQw9QuodKkrjipKUprbg3qXsUaGxcqUF38x7HPEqp1dauWdqmqLnWrU93qHikznbbrTwaLPAhYpFn5zW9+s1796le7Scht2iAmKGeADNZGLIwMcgEwaeJ+17veJUZZc+x0bR4WDWyG5XtYLFR4JksPi6WKz8Oih8XCsuNhsbTMeFgcG1hUEktRqCQIneUuwKqVAo81hbi4qiiuKk5pjO4eG5dUpSSQ0j7HflyTkl4p7VWS9CiNe6S493Sx04jvMxgscg7ww6dJ+UlPepLrswg8mmPy8wsuuEBz5sxxsEhYHOD44x//WI997GMdaAKXp2PzsGhgMyzfw2KhwjNZelgsVXweFj0sFpYdD4ulZcbD4hjBIn0Qg1CqhorDWPU0VXcaqysNnRWxnsYKlDiANMveaPtJEipOIlUVOsc+nRSxiAaKVE9DJXEohXRsHB8bYHeyZmishG984xv14Q9/2E1EbgDJtZs2bdLv/d7v6Te/+U3/sofWbM28jO9973vdNaSW60a6eVg0sBmW72GxUOGZLD0slio+D4seFgvLjofF0jLjYXFsYDGJIwVhoKReVT0MtLQea3YUaE4Y6eZ6rJuDWNdHsa4LY91SO97d3PfbfDt/st+EGxjGri3yF1Rj3VaLNC8KNTcKdVs90h3VSPN7Y82tB7o+irSoI1BHnOr0DPcYKXpl/ROBxcc85jFunWuzDJoP4N14441uAAzWQwM+gJCNJuaPfexjbjqdHTt2ODBkLe3rr79ez3zmMzV37tzjLI4jjbGHRQObYfkeFgsVnsnSw2Kp4vOw6GGxsOx4WCwtMx4WxwYWu6NAnUoUKdL+qKbPLV2rJ8y9XU9sXqTnTFmtZ0xfrCc0362Lm+7XCyat0gtH2127Spdcs0wvuPY+PW363Xpq0516/uQ79NLf3KUX/maJnjx5oX5/yi36wMxlWl+NxxUsMoH24x73OLeetjUvA4vs05z8vve9z82fWLSeNuGwPL7tbW9zg1w++MEP6h3veIee/OQnu36MgCNhWG7xdGweFg1shuV7WCxUeCZLD4ulis/DoofFwrLjYbG0zHhYHCNYTFIdTVLVwkT7k1QfWbROlWlLNGHqLj3umqN6+LW7VJm+SZWmrao0tY+JO3fyDjVM267K7I2qzF6nyvSNmjipXROmHFJlzi41zm7Ty2e26s4gZeafcbMxJQ4jmg8ePOjAjpHLgCKQh+WQybYZ1WzWxIERJxxLA2JN/P73v6+rr75aixYtclbG/CjTStl6AAAgAElEQVRowo1087BoYDMs38NiocIzWXpYLFV8HhY9LBaWHQ+LpWXGw+LYwCIDn6NISrsjHa6n+sSirWpsXq0JTYf1uGsDPWzKYVVmtqsyd6sqc7aMiTu3aa8aZ+xT5bptqly/WZWWHXro1EM6d1qvKnMPq3HeZr3mujatwmo3Umo6jdcDcTiDRG5NczNwmJ9PsQwWLTzXmONeWCXt3tzHw6JByZj5HhYLFZ69Dw+LpYrPw6KHxcKy42GxtMx4WBwbWIyTWEGYSN2hDoWp/mF5uyrzVqtx9gGdN7WmCU0HVLlugwOyidP3arTdOdP36rxrD+phU/aoMneDKvPW6ZxpW3X+r/fo/Gs7dM68o2psWa83tCzXujQZN83QxpxmSTRI5Dhwh2URfzDY4xzX47ie8HY/9nF2P3vecH1vWTSwGZbvYbFQ4ZksPSyWKj4Pix4WC8uOh8XSMuNhcWxgMVSoGiOLw0iH00jvWb5blbmtqszZq4dM71SleZ8qczepMneLKk17VWnaN+ruIVMPqNK0W5V5m9UwZ4saZuzSuVN369xph9TQfECNs9r16hvWax0ANVxaKr0Oa2WiuiIFaaQ0SeWWtmHicjeDOYAKyNFfkv0TXRSH7nhCGIDWQW3iRni78O4+pRHoP2GA6KAxB8akOks5qX9gj/1+B1gO0lztYdHAZli+h8VChWey9LBYqvg8LHpYLCw7HhZLy4yHxbGBxUQ1KUol+i2mPbp0Wa8qLe2qzN6hSstuVZp3qdK8XZWW7Sd5d0OJ/zDDzNipysytqszapsap+9XYtF+VOVtVadmpCVMPq2HGXr30+g3adCZgkSkdw0Q9aaTOqK4oiKXuQOrtVRLVlCS9SpMuJVGX4pg1oU/iEuaFrJ7gRH+AYToHn0Bsn4M9QcY4Sd2rZUIhUHaw4T8eFg1shuV7WCxUeCZLD4ullaeHRQ+LhWXHw2JpmfGwOBSQ2qEJzRv1441HFaqulGlvWOKub3rBUJFCmi1PYbpBD4v9hrvinbqUVFNFidTLXI9JqCAMFTEnZcK8lJGiNFacxs5nfziOidCH6yJ3LbNfstJOjyJ1Or83TYSrKlKXQueKEyl5WDSwGZbvYbFQ4ZksPSyWKj4Pix4WC8uOh8XSMuNh0cNiYZlB34yZZTFV1Nmu7qOb1FU/rO60W13RMcWsIBOlSuPEGQMdrGOdpWl62C7EhDk8V8XaKaUs5hIySWOqei1VL4NrglBpV4fSnkNS7WBfs/SJyOhh0cBmWL6HxdLCizw9LJYqPg+LHhYLy46HxdIy42HRw2JhmRljWOyuHVZ7eEz/u2WXrmrv1bc29uqKLVVd3l7T19rrunxboKu2RPrBllBXbKvpe9tquvIk7qr2uga6720LhLtqW6Dvt2d+/hjH7bf5HLtqW11Xbe7UFZsP6evbj+obOzr0va1dumpLh36w5YDm7T6mPWGiY/Uu1cJjHhZLM9mwINEKrYfFQeXqYbFU8XlY9LBYWHY8LJaWmUxeu1SZsVuVOZvU2LJHH1/U6aZ1iRSLJtaYAQb06xrGBCnZqNJsIEISx1p2LNX5s3jWBlVm7lSFfnAj0hemN86k75uhR7vPYj0OtDKRXjLjDj1k5gY1ztyjiTPa1dC8xbmHNLXrMVN36LGTt+vh07cM2z1q2lbl3XlD+G1hHtu0Vg9vuV8NM5erccZanT95ox5/7Uad/6vF+ujt27Q5kQ7HqXqwiJZs3rI4osLvYXHQytPDYqly8bDoYbGw7HhYLC0zHhaHApkeFkcbFruUarmkZ7XcqoZZTN1zUJXZjBhniqEN2UThTTvVOH2fKjN3j4Hblc2DOWebKvP2qjLzkCZOPaqHTzqqxilb9PZ7NmkHk09WI4VhvQQVfZ/Fk1RMJyucHhYLFZ4BuIfF0vzlYdHDYmHZ8bBYWmY8LJ5MH3Hew+Jow2ISS9tS6VVNC9TQtFGVWQdVaQYKt6kya6MqLZtUmb5LE6fuz6YWmrFXlVF1e1SZ0a7KTCZM36XKLKY3Ii77VGlepzcu2qgtwGJYUy3t8M3QhRWzQc2wfQ+Lg8rVw2Kp4vOw6GGxsOx4WCwtMx4WPSwWlhn095gNcJHSSNofS6+ffrsap7J6zNEMxAA0QLFlq+u//5ApB1WZvmeMXLsqzUwttCPrUsF0R0x7NHutXrdkgzYw3WLcq5oOe1gszWTDBkUKrofFQeXqYbFU8XlY9LBYWHY8LJaWmUxevs9iYb7p12PesjjalkXmLKQZ94+b7lRD03ZVZvaqMv3QAwA7c7sqMw6osQmLI3NRAm6j7GYwDyZzUTInJmt571HDjD2qzG7T6+7foM3AYlhVPen0zdCDF7ChfLEVhfGwOKhcPSyWKj4Pix4WC8uOh8XSMpPJy8NiYb7xsDhmk3Kz9sq6VHpx811qaNmlypxADU1HVZmxS5XZ7arMAdIOqdJySJVZW8bGMWF6C/0VWV1nrxon79W5Uw6o0rxZb1iyQVuBxVpNUZ25dYo3P8Clv5AVweDJjnlYHLTi8rBYqvg8LHpYLCw7HhZLy4yHxZPpI857y+JoWxYTxdqdRnr59PvV0LRTlbl7VHHWxPZs5H7znsyqR9keEW8M5f2XhJm9SQ3NO/SIyUczi+LMzao0b1GlZYfecvd2HWJN6ThWbLO3F/Cih8URvTwPi4Nmfg+LpZWDh0UPi4Vlx8NiaZnxsFgCAsfpMA+Low2LLJI37mFxTh8sTvKweJIKZiiFbDhhPCwWKjyrvDwsluZLD4seFgvLjofF0jLjYXEoOsrDoofFgnziYbFAKAYqo+J7WCxUeCZ7D4ulis/DoofFwrLjYbG0zHhYHIq+87DoYbEgn3hYLBCKgcqo+B4WCxWeyd7DYqni87DoYbGw7HhYLC0zHhaHou88LHpYLMgnHhYLhGKgMiq+h8VChWey97BYqvg8LHpYLCw7HhZLy4yHxaHoOw+LHhYL8omHxQKhGKiMiu9hsVDhmew9LJYqPg+LHhYLy46HxdIy42FxKPrOw6KHxYJ84mGxQCgGKqPie1gsVHgmew+LpYrPw6KHxcKy42GxtMx4WByKvvOw6GGxIJ94WCwQioHKqPgeFgsVnsnew2Kp4vOw6GGxsOx4WCwtMx4Wh6LvPCx6WCzIJx4WC4RioDIqvofFQoVnsvewWKr4PCx6WCwsOx4WS8uMh8Wh6DsPix4WC/KJh8UCoRiojIrvYbFQ4ZnsPSyWKj4Pix4WC8uOh8XSMuNhcSj6zsOih8WCfOJhsUAoBiqj4ntYLFR4JnsPi6WKz8Oih8XCsuNhsbTMeFgcir7zsOhhsSCfeFgsEIqByqj4HhYLFZ7J3sNiqeLzsOhhsbDseFgsLTMeFoei7zwselgsyCceFguEYqAyKr6HxUKFZ7L3sFiq+DwselgsLDseFkvLjIfFoeg7D4seFgvyiYfFAqEYqIyK72GxUOGZ7D0slio+D4seFgvLjofF0jLjYXEo+s7DoofFgnziYbFAKAYqo+J7WCxUeCZ7D4ulis/DoofFwrLjYbG0zHhYHIq+87DoYbEgn3hYLBCKgcqo+B4WCxWeyd7DYqni87DoYbGw7HhYLC0zHhaHou88LHpYLMgnHhYLhGKgMiq+h8VChWey97BYqvg8LHpYLCw7HhZLy4yHxaHoOw+LHhYL8omHxQKhGKiMiu9hsVDhmew9LJYqPg+LHhYLy46HxdIy42FxKPrOw6KHxYJ84mGxQCgGKqPie1gsVHgmew+LpYrPw6KHxcKy42GxtMx4WByKvvOw6GGxIJ94WCwQioHKqPgeFgsVnsnew2Kp4vOw6GGxsOx4WCwtMx4Wh6LvPCx6WCzIJx4WC4RioDIqvofFQoVnsvewWKr4PCx6WCwsOx4WS8uMh8Wh6DsPix4WC/KJh8UCoRiojIrvYbFQ4ZnsPSyWKj4Pix4WC8uOh8XSMuNhcSj6zsOih8WCfOJhsUAoBiqj4ntYLFR4JnsPi6WKz8Oih8XCsuNhsbTMeFgcir7zsOhhsSCfeFgsEIqByqj4HhYLFZ7J3sNiqeLzsOhhsbDseFgsLTMeFoei7zwselgsyCceFguEYqAyKr6HxUKFZ7L3sFiq+DwselgsLDseFkvLjIfFoeg7D4seFgvyiYfFAqEYqIyK72GxUOGZ7D0slio+D4seFgvLjofF0jLjYXEo+s7DoofFgnziYbFAKAYqo+J7WCxUeCZ7D4ulis/DoofFwrLjYbG0zHhYHIq+87DoYbEgn3hYLBCKgcqo+B4WCxWeyd7DYqni87DoYbGw7HhYLC0zHhaHou88LHpYLMgnHhYLhGKgMiq+h8VChWey97BYqvg8LHpYLCw7HhZLy4yHxaHoOw+LHhYL8smDERZrSaqr1x1WpXnHOHe8kN1qaNqlysxdqszernNatupAUFcaS3Ecq6pIKT+GuKXqUZpESrg+DZUoVpLGSpO6gjTSi5Z3aMKMnWpo2jfOZcO726nKtL2qzNmiS+9s14EkVhIjj1RSpCSpK4rrShJ+D3FLpCCVAqVK41RRIq2MEj118l1qnLZfDdOPqdKyV5WZ68a9fIDF/9y4V2GYKo5DVVVT6NIlpcgqDZSIPJAMUThSkqZOnnEa6L+3HtAjpm5Tw/RDqrRsV2XWJlVm7lalZf/YymbmdlVmblfD1D2qNO9RZdZWVWZuUqVlnxqa9ur8pjbdcChRmlaHnO6hBuyKE3159WadM/2wKjM3q9K8XZXpB1Vp2qtKy0ZVZu908pkwZffYyahlhxpadqsyY68qM9pVmbFTjdOP6Y3L96u3mihKUsVpJFdJDDHhhI/ixF2SksdUU0QpSiKKojbUarpgNu+FOm2817u71IBsZm9RY8sufWzRMQUxyYgV8j+1Onfo5QYxUi0lSaIkiV2dTf19/7FE58/aqcrsjVnZmUHZGf8ymtC8UT/aeFR1oYtCBWkoRdmbDxUrIJ0RiR5aBkpUVRqhlBJVkx69c2mPKi3bVJlFXqGs4LZn9cxY5Z8ZO1WZSV2yVY1T96mBdzWH3zs0YdoBNc7Yo5ddt14bqSOHluwhh0JP704jvXLaEk2YvkOVOXvcc7Pyi2z2qNKySxU+BMdKPrM3qaF5hx4x+WhWt7RsUcOMrWps3qG33b1dB5FLTCkiYxRvleLDIz9KYcNRAAEE9vGLHE/Lh/ufDYdVaWkf547KdY8eMr1DDXO7VLlupx49faU2kt5ICsMQ9FNCIS1IN2nmuKU7C1NXosBBQ4hM0lhRHKhLiRZL+ut7dumx1+7Xwyd3jnPZ8O6oPA6pcfoWvXnBFt0VpzqcAEJVpXFNiqjIUHoPyMdkYbIZKDewO4kTKexRlNa0V6kWRLGe8+vbdd5v9+mhTb2a2MyHBoVzfOefxpntamrdoJ1Jqi5JtSRWlMbuA4HqjKrdVebILE0VRQA2yiwrTwNl436HdYX1Lh1IQv1i004955r79LBrt6qx6agqLZSpQ6o0H1KFinSs5DNrlypz9qoyfZsmTtuqyozt2UfX7G6dO2WXXvTr5bp9X6C0HhSWG9Jp9YXb6StHhfIYUO4om59dsV2P/+1SNc4EVnerMpePvXWqtOAAapTOvjGTzzlNe/SYSV06Z8YRVebuUUPzNj3ut236yF3btDFMFcaBkuSo0vSI0rQ4L1j5Ic+4LalKYd2BYaRUHaqrh1yXdFFR6a56qifOWabKrA1jlu6h5seH8EFxbVUNczvVOG+t3rm0TTvQL31lJ0oj92Ed8pHd9/4pMyYT8+2c88NEcZQqTBNXBvna70hSzT3WqyfMuF+V2ftUmVVTYwvlaHzXK8RvwvRV+vcNB7SHshFXpWqHkjRUT5qoU9kHd1oLnU42vZzX1cfJxsHVflWj/QqrPdpfT/TJ+7brnKY1rqw0zDimxumdqjQdyEB6rOQzC3jdlr0fB647so+/mzeoMneJzp+2Vm+asVR3J4niAfXCwPTab6trB/p23nzK1JZIeve1d+qiX63RxEkH1NByUJWZxGeLKs3kGT7Ux1AvOZnwcX5IlVkdapzRpYdMPayLJrXqI/PXakuaKgh7pBp1ywM62fbhmTMGixRKHmBKrl6vu98cG+jIqEEQuOP4P2s9qIYp7ePbTYXMF2nitas0YepqnTvlHj3z/27SljBQXItVr1XVHYeKqvEJ6SX9ll7Sjmz4HUW9CqOaanGsWpQoDANFtR4FUU1bw1BfWtiqS361Shf9epzLZkq7JkzZpidcu0jPu2aBLpu/XOvDUNWoR2mtW0mtR1FQVT0KVY+Plw8FsyyvRGGspBYqrXYrCXt1NI60pBbq9dfcqt+7Zo0e2bxeDdPuVaV5+fjOO1PaNXFqu+a0bdK+KFZnFCuI+TCIFIR1BVFdAeUkiBQFkWq12nF5yPLOwHJ0LI61I461Jkl05Zbdevq19+qhU1pVmbZBlenrVJnWqgmTWzXx2jY1jlH5apy2VY3T12vC5FWaMGmFGqesVmXaOlVm7dTEqev17Gn3a9L+qrYnyOLEusLSjEwoO9Qvduxk/uoo1qeX79IT/m+xJk7apAlTtmjCjC1qnLZWE6at1oRpre7jpmH6jrHLP1O3qDK9VZWWlapcB6jcq4nT7tQH71qlFfVYR+OausMjCsPDpelGJlanIJMo6VUc1hXXYwVRoq6krt6oU3HtmOJqTSu7Iv3pzPt07uRVY5fuIeRH8uwjrt2iJ//vKp0/eYkeOW2eLlt0nw5jiKgGSmuBoqCuWlRXTxyo3qdTkIXJxOoW8129W6OsUeeGqkeBojBw5fDuAwf1J5Ou0+9Nvke/P2mtLrh205iVm6HoQ+TzsEmb9bJr7tXPWvfocBgpDnoUVo8pDgP1xLz7RLUoVtync/J1SX4/X5YOxQe1Mz6qI3GkLVGsTy7ZqEc0L1Rl1n2qNK3QhCmrdM7kpZo4ZdXYyWfqNjVO2apzJrXroddu1zmTdqhxarsqs9eoMnuJHjl1pV7ddL/moV8GqVfy6XZ5Y0BZyp9nnzpqZxLrjjjVX8xepMdNXqVGZ0HcrErTGjVMX6nGaavVMG2DGqZtHZPyRb6YOGm9e08N01pVadqgStNmTZi2SRdMXq6/WdCme+NU2+JIB5Py+vSMwaJV5BTKHTt2aN26dWpra1Nra6tza9euLfXnLVmt797eqitub3X+wH1+27F8GDue98vO54/n94dyLWG+c8daXX7nCl25oFXfXNiqy29foavnL9a969q0ro00rtbqdW1av3qDWtdmaba04yOLJUuWOJ/9NWvWaO2aFVrTukorW9dpZet6IaONq5ZpW9tyrdnUpmsXLdc3F7Tqywu39MslH1/bJz0nS9NQwnC/ovsUHTsh7B2t+uI9q/SN2+/X/92zRPdvaFXbmkXavHK5Nq5aoda1q7WqrU3L16/T2j75kN7169frvvvuc2nPy4v9tWvWaf2qtdq8cqU2rVnpZLW0bb3+57p79e2b23Tl7Wv0rQWL9I2FSwvjbXEsi7/Jz8IN/H2y6zhfFsaO58PMXbZSSzdu0Zp1G11ZaGtdq9a2NWpto2y0qa11ndrWrnNlZ9WqVS6/bNiw4bhy5OTSV5a2rVqtHStXaHPrGi1cvkZX37pM316w2uXTb925XN+5fZl+fNtS/cety07IP/l4DUy3/bY02G/z89eeLMyVC1v1/QWr9eMFy/TDBffrioXL9M07VuoL97bpa3eu0o9vu0t3r1mqja13uzxAnrC6wvKD1SPIYtmyZVnZ6ZOBhTE/f21b62rdfMe9+vlN9+snCzbpe/M366oFG/SD+av0o9tW6AfzV+qKBW369oINx8lnsDTlZWD7eb/sWgtTdP6KhW36zu1r9ZV7V+nr96zS9xau0K/uXqulrdu1am2blrct11pcTjb5dFLXLlq0yOUb5LBi/UqtJl+tWe/c6ra1alu/SlvXrdK2ta26f912XXnbcn1t4dr+dBOvorgRbzs+lDD58JZmO2b3yR/P7xeeX7hO35m/QV+/u01fumeRfrv4Pm1tbdOO5Wu1deVabVjTqrXr2rRyfZuTD3kF2SCTFStWaOnSpW6f+tbOta2mbmnTqta1Wt26Wq1rVmt92xot3rheV91+l758z0p9+a42fWNhm5PPYOm2+BeFKUxPTsedTC52fdG97bnfvb1NV97aqrkrNqt182ZtWLtCW9rWqG0Nctigla0btIq6tG2Vq3OQy8qVK129W1Rm1rau1YYNq7V+7XptXb5Z69e0a9I9bfrinffr3xbd72Tz7TvX6PsLV+uqhWv688YD8Xkgv1j68udsP58mS6edMz8fxo6ZT3n53sI1+vH8Vl19W6t+NL9NVyxcp6/ftUbfuHOJfrpwuSbfcrfatqwXabK0mp8vSxzj9+LFi13dYvnE6egB9QzhNrbeq5XrluiX8+frW/MX6wt3r9VX71qt7y5cqqsWLNH35y/V9xas0ncXPsAzFu98WvP7dh6/7LiFKZNL/rqfLFihn962WFcsXKpv3rVcX79rhb555xpX5029Y5nWtm1U++qV2rlimVoL0ohMzhgsYr4EGHHbt2/Xrl273JewHRvMx8JSj+uqx7U+l9+3YwN9wpgb7NxQwnB90TPt2rpqcU09UU29cajOKNKxKFJHFKkW0z+I/ng1hVGkuJb0yyGfZr5Ktm3b5iyK/cejusIoVC1OnIuiWFG9R1H9mGpBh47EdWc52tEvnwfi84CsTpb2gefzv+1+dqxIBgPP2TXHh+2Na9oU17Q7DnSEPnlRoHpcVVzHyoFVKFLQl05LPzLBArBp06bCvBLyRYx1sR4qqVcVh10Kgx51hqH2R5GzJmCZqzqLJfEsjtuJssqHs31L50Dfzuf9gWHsd3kY8g8WkW7ecRgrDkJn0YiwRsd9TUQRzWOJk8nhw4ddfkFWyMhklveT7k6lxw4r6TyisF5TNYrUFSXqjWPnquTNMFQc8C7K41Ysn4Fpst9Ffv7e7D8Qhq/1mL53UaQqXSziUB1xrINR5GSRffX3KKwdLEyjpZfryS9btmwpzCsW7ji/ekxJx17F9ZpqWLrDRDVkj0ywvEVYpbDAUAYfiHMWf0tHPm1FYew85+yafDg7nz/3wD5WsVotULUWOkvOEeRUixT1RIo7Y0W9ser0LYoeaEY8Lo19rTRU7mZR64h7XZqiAItSVoZowUjCmqKeHgVYLKuJOvvLTT6+lo6ieA8Mlw9r5x5IWz4fHL8/2L3z5+rqjes6VAt1MAi0Kw50oB6ofqSqpDdSXI1c/RDHSZ+lPtM/Vl4OHDjg9BC/XT60skQeiDK5BnHgrHC9vVgnI+0MA22N6toWhToYBgX5Ip/mfFwt/QP9fBjbHxgm/9vC4OePF+3X1RMF2lfPWiuiKFDY3aG4p8e1dkW1xFlQ63Go3rjHlUEz5phVcWBe4jctW+S79HCopDMrOwejUPvjQIeiQMfCUN1BpN6AclMWz/xxS1NRGuyYhTHfjg/0s/v2xlXV4qoi8jTdccJAvVGoY3Gko2HV6Z6o56hS6oA+LilKqx0jj2zdulWdnZ2D1kOET6qHFFcPqxrWnDX3YByr08ktVByRn7BAxqpjpTyu3s3ifvx7tfTm/aI02/mB5wb+zp4RUu+69xOpO47V1ad7qrRsBnVFXV1KOo4oQX8UyIe69ozCIg/AAYsHD2aVP82MRc7axvFFF9Q0GNcuSevqSjtUT+tK6RMTJc6n0zj96eK0riSKldat4/Tx6SadQJFlTvw0jRQnsRvEEboO11JCX6N6t9Jah5RWlaimOp3/x7l80jRQnHa6PopKQqeY4rSqyA3c6Bv00/eqrU+I5QG+5CisA/NJSN891781dX0eFXdLSQ/DgHQ0iVVPa+qOulRnUNFZIB8qlIj+IWHWeZymITeoSVl/K9cTO8nyz5EjR1x+MRkNlA2/Y9cfJxsUlShyHf5DRkuRPemrpFSR6+c2hvKhHx1lIqXbfKBORermvTLQp5YqCVL1hnHW37egrrA+Z5ZnsIxQxxTJY+CxOO1WlB5WktLnte7yTZSGStOalHZJaafCtEc193uM6p+EvoW9EtBCD+aUPrqJ0t5I6kkUh3IDOtJ61t95YBrJH5Sd5cuX95ehw2mveslTdN0L6B+U9c1z/fvqvUrDUGk9VhqE47/cJHWl9K2KehWkdVfWk2rs+obzYdXXpdV190UOWb2a9XPdt2+f00XIzCn5hK4+oSsfXEDfs9jJKVLi7sWAoprLL1KPlPSOe/m4DFIl/uTrQHFcUxoHrsylRD+USyM5wvIOUISsiupcwlQVkmWkXspol5KoS0kSKHH6CsMIzfh82I5dvRKmdUWqucGgyCBJQtePtUYeUa8CeurGRzMdWlCvmCzMJ3+gn4HFwepcwmeDUmOhs3sC6liKGH0jKXOBUoCSQVhwwhjpJcYHxEkqxkJQBaB3eG9B3MPbdbohSGKFTnbHs4rJ5IzCIg8hA2JBwzKC0IeyEYxRsuPZoZhRKoy+cyTO12mcCHTpTEP1uqon496iNCMbMiPy6d/6MxIKn5fZN+iREcPU9A6CstF+41k2D8TtxEznanGDOfUqRYHnKiryCLCIfAZuSIoRwwAVe8BzBqUUVCCbMZ74DKwa3/mH+DFS3jmGJjLYJ47c0BY3vMUVAgpC1tn42LFjrmkEWZWVo2xgDFejNB1lZiOrGWHvVETkRo26gTRjJZ84cZUn74lqyo3YVKCEclAFJBmVJ9UGvvwBv8kfyME+uAacLvxJeK47nY57DnQjyXsoFAY71ZJQ9TRSPQ2co5oH/xnH3KNIXa4MnJhM0kYeWb16dT8QuZkVXB5D9siA2RakahKrI83uqSBwsDiSuI/GtXxMJ3wsRzWmnKB4iHHzD9SisTJZMRAo++iyOnb//v0OFnlfWNTYaOHI1Kf7lOofWEbxQ0ZO6QNbcTYgbzTSOKJnxHx49ihJsTCFqrqPsqy6hGZSyl8aKpNGXf0AACAASURBVE7q/YaKnTt3ujxD3inauhOpM0nVk/JBzsAzPq56HUTX0l4BZA6yx1BvuzJIlceYSabMqPPysvqTD1Pmlag5N1QGSbV582b19PS4+oL7l8knpY4ms0CJ/Y76PHAKPGbgFHNb0No6RvVuHNPSizpJ3Yc6+sChI6NxnT6GL3DF8gGezxgscnP7euPLBcsiAh/KhgJ1mZkMPV4doxIDvsaltJYq7YmV9pIhmZgiswiQSQDIog1ZbNy40VVaZEKX2V2VR+WVKXsuxbn811chchZlP27l0v++ikezHg+LNaXpA4URGZBnsBYVFUy+/BmxmFnfQvcVmQJPvIN6qrieKqpjLTgb5FM/JVjkY4v+nMinbItTpt/pFhY0pmGSMCWQI0M3st4NJI+lkIqj/z2NbhmLaCpKelRTt3rUqbqO8XmlJOl2Sk5YclTHfl6YTMsjlj9OJpPCm5zGg3ESnFZZOotQnfzcZ4TAquhaLShP2BqzuqVWothNPvRxpWnR1SsFQEsu6sEiL2ZtwAISKaXJbIzyxVCfGybAM2UfMsiAjpyOxYS0chA0wFZCHjHHKwcW6T/PMfvoojzRXkEZyT7egH+sb1m9mynZKLMeYa0a5/IhfpQf0t+ThOpKYnW7UdGAVAZPTkYAY9/gQlr+kIeVqYHFox5JAdOWAdfUv0FVKd2AYmbuQNrZNGZYdsdKPlg57cPbTdFGfubDgq5LtNYlTGUXO908MH1Fv8lLZllELvwuk0/qJEN91edc4e1xrRVp0u3q5Fra41oEx0o+1FMRdZUAe1ooq306grk4+nQF+qLkM520nzFY5Obmjh496gg9K8xFr+b4Y2cDLEZJXd2hdDRMdNT114gVBoBiVnD6DDuuSfn41GW/kMWhQ4f6Ky1+ZxOnZJahfmBMHf+7ypAKEefsROO80qKZPqt8+6xnfVY05oNxx10FTVMGwPiAdYYKjEq9KK8wlRCVQgaL2T5f/hikesNU3WGijpB+gJjcRxeChvO8/nTbVwFz4WV2wSz9mE36LIvVatXJpazCIle5qZZQaDQ5YKV0LoNq1yzT93XJB8xw4ntarqG5KA1E829A396oJioy4sf0Hk5xu3kBUU0nbiYz5MA+ED2YTE68w+k9Qj4vcsOVlWsaCt2MNgqZgovmKywCKL++qXJQyoyUL9qQCfLYu3evgwEnL9fLIXVN2ljgkTWwxZy2HaI1JHEWh/QsgKEgDRz8MMcqRIcPDNFcT1opL1iSaF1wac8peaxEHR0d7rh9dCErch0QxJc5cqGGybpsZEYXIIt6JkzOgnolBRSZcxIciNWbps7y6uoVQA8ZwdTUAX0GHVotBoNF13QdZyjkus0Ekeu2EDOVU58Bj/fg7jcG9S5z9jIXsWvyxfLpdEvk6kOsy8BiRBMrU9HxnoewkXeoW7BAu3zV/zFy4sVZS06fnmMuYVxEa0k2lzBjGIKkrjChrhsrvfRAH2dkkrlQSVxTwnzHGL+cvig2RiCDMwqLVljNP1HMZUfI2hTh8euYvPJQkrrJOPcoVAfT3KaRqpRF5E3LRVTG6VnBMoWHFJBRQPOIqwNJv/u2zQDAASJFgIoMg3/fl/A4lk/5uzPLYIbGrhm/T/FbbrBmI/ttPn06UWhZk2pWUdEExbfRsTTVkTTRIeZI6zOxl8dhnOQr8orlF2cydp8IDhjJD66NrQ8W+T1YhZ7lIaAi67rgprCkO5ajjawyZaJvZJKpwrGRQTZ5cma94csnoaWGOYNjFH72xlwTOn3JCjarS/J+QbBTOpS/l+0P/QZ9L66/VWBkZRP59Kaue5j7zu91LRXUDVmpdy0NwGK9XOmRBgNo9pEz2QB7M/1EUVhyA13k6ita7FydRbPtOK9TaIynvEc0+wVMLo0NLeufC6zQ1zDLS1lfX94jsjB58BuZGCyyTx2CfCAfLFE15iTknhQmmjX5GHXN3eNfL6EhyJF9yXF90zJ1hH7ig4yX7RSKk4HpIOoWk8kJeb+OJTbp+7DIWiudXEKXjVy5BbYzI8DY1CuuEnGLPmTWd3QlNR1vjHecdyekb4QH+KZ33/u0PFOX0e04kCL6h3LMdf3IPmLGqnzxsen64cZ9TeZ0L+Ujkr7ixBNewRVXu05+ZwwWLfNZQS3NiCN8UWN2Od0Taqmbu6oXa1dSk6pdmSURgVdTBfVEXSUt71ZIycQmo6pVXK7nDH0JrJM9+9zUTN3FVpcxk0Xpg4sUqVkGs4JMHw5kYBv5JP/bjjvf9a/gnkBVZmXlekwwdNJPcHTsHqSp9rj7jfEPV2+bou4TFZWbVXB5WDS5WKVXFHUkmvVF6asJrC8KnQDpZ+Smdz/qGh+Lrh+NYzRc9WDLorwwoIJBYFiCkqq60y71qltMHZymHYXRGVhuSvNK4dXj/yDpYeJ53jd9obG20uewy02qTJ+xrOWipBW6XykiJ8sztCzVIrkG/y56PTKAhmYRBixkY6uy/l00U47zjWLiLKGYXau9boJ+2nOASHROxAADLLJ8a+UGsli5cfLt+zh1Mk6SzDKZEZVTqL2u4TCQGxzGB00kdaeZBXOci8d9fJI3XMtWSJNxVsb4SKgx4MV9TWaVJ+k3h+xKy1KQqB4nOizpaD9YZ3JhNRhgPXa22BLSGA2h8f5Qk32D+ajt0JZWn1pd6vwhxiefVwa7JKT7T9qryPWhp6WM1oas64/7QHetZzRLn6wn9mBPGdm5lPEBOuqm5M+6KDFI9rj+Lhk9uq/GE5+FLM4YLJ74uJEfscyMb/vctei3HTflMtKn2zPMH+n9zsT1+bhZRVn2HAtrflm4s/V4Pl3IAle05Y+zz3Uj3biH3df8kd7zdF9v8snHtewZFvZ0pMXdq+9rn+e5vmdlDx6F48THxaPPP1kaOT8UmY1C1EftEZZmHngy+Zg8CQuI/K5s+TxRJiOO52X5YJQN7zwvi7I8MFAW+XzzYJQLabI0mkz4bcfMH5j2suMDww38zXX2HHsnA8Oc6u+zDhbzBTEvSPbzX0cW7nQUzvxzTMD2Iuz3ePGJqzmTQVnc7Lz5ZeHO1uMmB/yyNHKc86dry98r//zTdf/TdR+Lm91vMPlYGPyycPkwg+2bfCg/I73XYM85lXPEyeIyUC75+1gYOzbwtx1/MPlF8ihLt71b0p/ffzDJY2BaSGdeHoOlm3AW1vyB9zvbf1v6SR/79ntgun4XZDEwzfzOy6RINhwz2VBHWj1ZFLbo/vYMy1/4p4tVzipYNEGYwPM+5xCMHcsL8lQEnb9u4L7dx/yB58fbb8swA+NlMiITnS1pGZiGU/1dJouBx0+XPEzGxPN03fNU0zyU8Jb+weJo58wfyn2HEsbuZ3EYyjWnO4zFgfvavvlFz7Jz5heFeTAeO5X0nkrYB4usSLO5sjQNPP9glVM+XYOV7Xy4/H6Z/B4sx0mrpXegfOy4pXXgbzt+Mt+eYdebf7LrBjt/1sEiiRkoCDuW99nnRVhYfg934x75e52Oew43Lie7jrixDRZHC2PhTteXx8niNtrnLZ2DycJkYP7AwjucONvzzB/OPc70NRa3vF/0zIH5/nTIx+5pHyvEYSy3vAzYL0ujxdvCl4Uby7SciWdbevN+2XMsjMmqLNyD5bilN++X5Qs7Tljbf7DIgXTkZWD7Zemz9J8sXNn1Z/tx0p9PO/v5zX4TzmSVPz/Yvl1rLa32rMGuGcq5swoWEYIJjjnEmJKHKUXYTEC2b2GZKoGpAfLnhyKYojBdXV1iJY3xClcWL3xmniftRRuywCFD0mMT1BaFPVuP5WWBHJBH2Uae4t2Sn+y6srAnO45cedbpuNfJnjXS88SV6URONv3M6cwnrJiBbNzKGTkFM9K0jPR63jtlobubiVjKN8oK8kImv0sbckE+poCK0s453q3JkPz1u7CRd6yOIc2mowamnbJmMuTcg1E+lI+8TilLI3nkbKgjB77DkfwmXyCb/Kowlg9MTvgwDbKhjuG3uaE+23QY13EP6is7NtR7FIU7q2CRBOPmz5+vl7zkJXrqU5+qF7zgBZo7d65qNUb5ZROLIiQmAf/MZz6jJz3pSXra056m1772tW6yZ4THSyPMf/3Xf7lzhHnyk5+syy+/vF+o9qJ43p49e/SP//iP/WHf/e53i0lvLT72wosEPJrHSBdzFL7//e93snnKU56iT3/60y5zEleLJ7KaMWOGOE+6n/e856m5udmBg4VjVv9Xv/rVTn6EefOb33wccFm4SZMm9T+L9/GVr3ylHwRGM+0Dn4UsWDf4z//8z917I61f/epXHRjb8nDkAdYs//u//3snC/LJu971LrdSSv7dLlmyxOUzyyfvfe97+wHb7sXzqQBJ/x/8wR84mbzlLW9xqxcRl7HcLL9bHEg3lfpPfvKT/rjyrln1w2CA9FMGeL9/+Id/6NJDPrj22mvdtdwDx70/9KEP6elPf7rLK894xjO0cOHCfoVpYXjeLbfcoksuucTdi+dZGbJ4jZZvcccnvSwawHvn/ZKHv/vd7zrlb3LD5z3/x3/8hztPXkIms2fPdjIymZHfnvnMZ7q8xH2oo1AO9jzuYWFJKzJGLpTXP/3TP3XzrvKssd4sDsSNj6jvfOc7/e+XPM1iAqSFjbCkadmyZXrDG97g6hPSTl3KWsx2nrJBHUwZQ87IifWrOW/P437I6t///d9dGKufyHevf/3r3TuxemcsZETcLI7sIwPq2/e85z0u3aSJ+hZlb/IhvuQBdBFyIU2865UrVx4XhnroFa94hQtDepEzss8/j31kbfkGPfS1r32tHyqQo8XRXXgG/9lz8IkTdcWcOXNcuSD+z372s91viy/hiDfp/Lu/+zsnB2RBuWNifcLZva6++up+WSGz733ve/1liCRxH3Q356xOxud+1D//8z//41JucTyDYjjprXkn5AUmgyfd6AbKAPmEfEFarAwQ7je/+Y2e85znuLTgU99y3N4tdQzptrSTXuZrzm8m61tvvVUvfelLXVn7y7/8SzfJOPfimcPZzjpYnDVrloMblPL06dNdpfToRz9a//mf/+kyHEJtb2/Xa17zGv3FX/yFCzN16lQHey9+8Yu1aNEiJ3gEdvvtt7uK6fOf/7yDgc997nMu05sgKQC8HCo5Ci+Ks6mpSR/72MdcJl2wYEH/vXhBPHusNp4P4FFhv/Od73SZbMqUKXrVq17lZLF7926XSUj3N77xDb3whS/UN7/5TbW0tOjKK690me/rX/96vwyB7e9///v6whe+oL/+6792mQ4LLZsVQu51zz336Mtf/rKDJDLmpz71qf57jJUseA+8tz/+4z92injy5Mnu3b3oRS/SW9/61n7LEAX4//2//6e3v/3trpCSnz7ykY/ooosucnmDdFKJsVwlsvriF7/oZIuMAW6egwwIQ8GnMiDf/d///Z/IcygR5MyyUWO52fvCJ84os3/+53/Wy172Mv385z/XtGnTnJwAPlsRBSsI6UUB/uhHP3IfE1TafFj827/9W/8yWKSdCu1LX/qS/umf/kmPeMQjdOONN7o8wrM4b2WNyhwQ4EMFQH/CE57gwMPid6ZlZOnHt/0VK1a4NPLekcN///d/i3rib/7mb9zHEfFHafNuyT//+7//62RBGUJegCVQRRqZCJvjyO1P/uRPXPqoyHkW97ENuZhsyCvIhbJD+R3LzeRisiEPfPSjH9XrXvc6JxfqPuRAfXvfffc5JUa6r7vuOl188cW67LLLnGzIU3yk4SgXpLW3t1dXXXWVk82//uu/6pGPfKT7KEN5mXzw+Q008UGGHHHUQT/84Q/7LZZjKSNT3KSblU/QDeQV6phf//rX+qM/+iO9/OUvd6CM/uCdIr83vvGN+uUvf+nqW8oJMsTIYfcDrKmHSe9f/dVfuQ8Nq2OQC5uVJd7LZz/7WScn6mmO86x8HhsNGRF3Nt4t5YLyQT2J4QEfgEMvEzcc9SDvFkBEVoT78Ic/7OrbvF7moxL9jj6mPkEm5CGTA/u33Xab0zuco04hj7zvfe9z4alfiJuFHw1ZDHwGcTRn6f7gBz/o9BD54JWvfKX7aLC6A8s0HPKsZz1LP/7xj51svv3tbzv4pr7lY4s8Rz6hrkXn8tHxsIc97IRFLHgubMIH7c9+9jOno41x8rqIcKeynXWwiIIDYsh8ZAZ8hIvSp3AhUJTaE5/4RLFwPGEoRJwDop7//OcfV+kgMDLWBz7wAacEuR/HuA7HFwDPpNLn3hzjxfGli8LjZbNxnPNjtVm6SR8VFPEhLVjFLrjgApf5iCvWHCpqChTXIBvSe/PNN7twdi0VEudxnEOBYhrnvrblZcU9gGgghHty3VhtPJ94/Nmf/Vl/FwTePxUMgHLHHXe4OKLcqNzt3ZIGwqEAUJKkwSodkwVyAwQALssnPA8ZPf7xj3cWFssLVOTkEwp7Xm6jKReea86eu2HDBl144YUOiC1dpBOQBppIF7BNvgGg7H1ynK92ZAhkcV+TAT4VEXnrpptucudMdvhYmqgsuRcb1inuD5zZMYvfmfIHvgOe+61vfct9yVtXFfI0Fi8qYbN8Yil9+MMf7iyjJi98lBQtG0ADv9nweQ5WbPIDTUA8B/nYtYTj2PLly50MgCgsrsDmaMmiTMY8n/gTV97xYx7zmOPWJEdOvGPkRljKAWUI5QU0cC3HSTdWFKCA33ZfztMM95CHPKTfomRx4RxK83GPe1z/RwTvg2dwzuRm4cfCJx440oPFFQsaesbSiMWQtAGCyBBdBDTxwUkYygKOOoaPSepkflu+IQwfW9Tjpls4T/7BcR6YQr+RL7nO5EK8CDsam70PfFreiC+Ah94gDtSjGA6AHwwVxJv6lo8i8hDxJhxp5NgnP/lJp68sPaSBe5AXimAx/3z2uY5yxMc6eQhZjfVGnEg3HzrIgXzMbxwfUdQxd911l4s7+YZ3ijGM86QJn/qReoS6iGOky3xaOopgkedS//Bcyg/hkTPg/dvf/rY/L52qjM4aWCTBKF++0qhkEYg5BP7Yxz62v5mCLwwyLoIiDNfi88XLVzyZ14ROhuKl8MXMlwwZ2F4GUMhXIoWa43YN4YEGXiIvgfC4sdyIB19XwC37xJGNShvZULkTf77mnvvc5zqTtGUWZIP1hK++efPmHScDzlE5UaC5l6UTPy9bngdgUUGYDMdKHrw33ieVB/GyeALCFBgsrigsrH58JJBPCGfvlwKFmZ/Kyt4t5wiDJRYrAZVi/hyWRGDLIJvwVA7veMc7nIXT5DbaMrHnmk8a+ICgHFFp866QD47mZJQf8kBhTZw40X3JmvzwabLFKnLNNdf0p9/OA4CAxA033HDcOc6bMxm3tbW58kNYjo3WZnKw94Ml8Fe/+lV/niWe1DNYVIFefmM1aWxs7G824h4cX7t2rVNmfHxYusynsqby50MEmXMNjvP8Jm/RjIg1n+spe8DiWG8mH9JHXfC3f/u3Lt0Wf+qWf/iHf3CWLfI3EDRhwgSXp0gb15GnyEO0xtC6w7Uct/PkO4AKBYks7DjhaKnAek1zJe8hD9uEG+vN4oscaAKmzkMOxA0HOJ577rmiKZXjWAkxNlAncZ40IhtatbDGGthwnA3ZUSaom+y+yI7zPNtaQ6jrgXkDMZP7aMnInoPPhyV5efHixf3vkrhSz/LBwMcU7xxdSr3MR4WlCVnQMoFeRkYmB/zBYJH74wiHo17iI5ayms9rY5VfiBNpIw0Yt9BFxIs4IzPeLfK4/vrr3TH0MuBnBhlLg32Ao3fsWq5nvwwWyUM//elP3Yc/MuU3+YYWM4NTe3+nIp+zChZJIC8AH2GysX/FFVfobW97m3sxCAYLIi+IfctM+GRe+gsgOLsHPuHoN4Rpn33bKMhYLGlmIJy9LMJgpUKZ8tKJi2UOu3a0fZ5P/IgLMmLDp7no93//953io4KjKR1rCDLgGo7hkw6sYGRe0opj437W94ECT1jcwI1wNK/QN8fiMTDMaP0mfhYHkwWFFuUPBPKxQV8j5IDiy79DrqNZ7fzzz++XI8fY8GfOnOnkZNdYmngOz8jLDeWPBeEHP/hBoczs2jPp2/uyePEs4sp7Jz32rtl/05ve5CyAnKf/ERBAZcM53i/5HmV43nnnuS9eruU4Ps9BaWCJwsrKbztuceA+KDhgHKsv/WiA9tHaiA9xYCPeOIN79tlIIzDNBxYKCDmh+M855xyn5PKyoAyRTygfbKTT7gNIYL2l2SiffsJxT/qLAlLcjzJqsGjXuxuO8r/8OyNe5AMcccJx3kCP+JPfgX5kk+9/SDiAgI9sFCK/2fDtHihG8kI+j/BMLNeUSz74aeZHwdENZtOmTS7sKIvkhMcRR4szMkE+5BmO8V7vv/9+B4vAIHnbZEB9YdcRHrB61KMe1Q8HJiPCYJWkJYf75eVGXqXMUP6wVNGnDcsb+m80y5EJBVmwEWeThcWX9H784x936cCKxkcTBgda40i/5QX26d5AmkiDHed+pL/MsmjPNbnTNMsHHmDKPTg+1puVGeREOvFxHCeetFbQysM5gJkyQbxxpAEZYuDgeP7jnDzHecog59Bl/LaN+2Ptxcr6L//yL64up6sVhiTKLGEtbnbNUPyzBhZJDInMOxJMxc4X/C9+8QsnAF7GpZde6kywvAQc1/AC6FcCLPIC7IVwjjDAIs2FXG/PQFHSPERlxbNwbITh6w9laoDANWO9WUa0OJIurEVU2FTynEdR89VqwEy8OU7GxNrEFwzHTD6kGcsilRf3YMun1fYJTzO09Vm042MhE549UBakD8sfHxJYUfmCo48NlgHkZOnFp7IGAqxgcT8cskA+yIlzbIQ3lw/H8+nPhqwpzGO55dNGHC3e7HOO9GN1x6poTar03wQCkBXn2UgTlow8LObTbl/B1gxt8rDnm/xovkVxkFcoi6O55dNCvNiIF/v4AD79iT7xiU84ZcUxvuCxhKGs89cDk1hSKR+klbAmX2CRlgeUZF4OPI+6A5C899573fPpr/X/27vPWG2K8g3g8RN8IRZERWMBrCiKDVEQG6CCXSRRDFbEDohYoqJCAI0VFGIERSNB7AawgQ0BFbFixEIVewE7BL/sP7/J/zqZd3meF15zzj7nnNyT7JndKffc9zWzs9feM/scbcJ2kSG6i9Nn4tjsIcVDwrPMqyrv4osvbi/NSGNCsDQPm3vgIkh3IAXwvOiii5baSZvk22tsDHn58GJn+wJ8tBUd09bUcR7UvR7O3RvmBM8R+8TNlQiz/XleBBCfjA8Y+CDIfcQhIUSePC+r5g11pDvUzTYahJrn1XiJF9LKUcpNgYm20p/RMe3Cgn2etZwTMOMh9sGX55Hx1GPhBdyYMteQlTCPLMrXdtpFjLI/T50+L7KmjoNP4tjr2gukZ4ixESw8lzfbbLMN7pXMt9KRSXaRk2A/6DyyaNlaGxwA5lsfFFrlMkf3/RZZNyVec2SRoQYfkH3IAhCTUpZIDRbX9oqkgxLbfxXPYgYakHSK5RabQMkNmAYvshjPYt/xluludrObLREKdeQvMmifrexBhiyxIQCWimDmQJi9uUujc8iuByHPYvYyyhPI4ylyo4cszrJRecQrexZnlZkyLVjQ33IWj6e+9IAPPiZkG6z1efpOeZMXD5nJXpCW2HIBnEIkyVI3/a8sYurm9hJDljKLCrEr+ve40Nn9Yp8McmwztGuHPuc5z9JQ7DMx84j4GlFIuvOeLEpPPkxcw8G5caisfU6551rhCf6wf9ZBL/eMMWwZFGmmp3SeRVhkPMRm91DIItWVDd7Zszgmi+YpLy1eboPHueee2wjFoskiG+jPvvRX7GG7lygeLVsu6K4MAudhhiwGFzEsvJjFsxg5YmTRi0gIp3ZTVzvuLfW1oTxvtiVb4zNyJhgqN2gi/Ru96EJv1+ZGW594+4xtZaUhBPZ09vOFPF5VBClkMY2Rafnf3KSOIC3PNR60vLRo22FPny+QjbUpA71yaJdd5lLbC4yTrDJJM+69ICKL5kf14ObwqwLmH8/bPrB5lmdRGXYL7lEeNitGHCB0CC69rKnP2SdEH7GDl9Wch4dkT7R0zwsvUCkfG8y3m2++efsAk7zY7XwWWdSuewg59Cw2p8HVM9AvmsBffvRrSt7EP2uGLDIuABpE3sYRGMyZ58agUQbYblBk0SDtwfeW41NzJFPZAGbA9mQRdvLclCY7ZDFylHXOm8CzSJeQjb4jbyL+y1pM+3QxQCwBeKh78wwOdA9ZhAE7gplJy1e+iIO02KLMWiSL9Dcm3Jw8wx7qHsrsgYN0nsWeLGYMhSzmOp2k7pgs6n94Ocg1ZnzMsfXWW7evH11LX3RIf0aP4GNviw34vsTsH0ImcA/0kMXYwPMWz2LGScbRmCzKl+dN2jJisKIDecamLRKRHd1WMo6u6TOxhxfix3tlTkFiUs4D2yZzZBE+0V0995B7zDI0PGOvMmOySB5Ztj34QEoblqB413iree4tTdJlkcGYp2v6il3mD1/E+yDJlgrX0vWbfjVOeACDQXDgyUCUXAtixyyyKB++lrPJVU47Yrq4hy2puV5koEsCe12bO/Wre972jWDHHhgYV9KCGXyRxd6zGJnsm0UWjQtjzXJk8CGPLE4QewN5Yl1PFdI+nWObPaeIom0E5grpArLoZd0ydMYYOxzmGsTZXNMHmM0ji9pkq5d/+x3t/XWtveT1shZxHj3oxBY8xT5epNmKKH0dxrkXMC9droOnejzIyCIyKQRP5/PIohULLw/ml14Wcmq1wz2b9E3BZU2RRYAD1uByA1r2RIzGg8SHKm5SjFp5+QalAeWmMnDTKcCSF7LoPPK0R46fgHCzpo5J39tMfkIlwIsXGejugW1TtaUcDyRpGWCw8Ek9j5ebmj2xyXIgIi29D/LXIllktwlZ33mj4rWBQ+z1diU94yTpynjRsJ9M/6dvYaJMTxaVlZ8yHhoeaHCMRzF56whCxwAAG1lJREFUPaZTnmu/ty3j23j28xa8e75YNaaVY5PjwgsvbHtqTDAZQ/Kz7QNBiu3ShTFZlGbM2SvspcvE7po8db24mOhdTxGChbZyTh8PWW/iPlwykQavYKXPkUV5wUIMA/ukED7ygh35Y7Ioz1xlH5EPzByWzniQ7M2zf8m5h8OiA13Z46FOZ8tYdESE0n/KwMAD0HyC8MoLBu4vHngfYpDVH7PIonyE0x5FHkz3niBdG8h0HACLwqe3ga2ujWnOCStcWVaP3srw7uhrXr/cJ3Dze3rGApz6QOYsskiW/Yr21btX4UyeGMY8mhtb+enbWK5zOtGBPcZKVih8GY/40Y09yiHOPOoOz2V5gjwvqtLZ1QdjYB5Z1KZ8v4TiJSbESHuRHbx7mVOe05E+9DQ3Ior63HMJXgJdHeYShJmn3jXd1bMHFgY+gkv5drIRsqgOTIxHOqQNc7p7NauKdNuUsKbIooFl+ctXTz5gsTzhBjH5uOkyeH3xY9nC3g758s4555w2sWPjygEqYAE0ZFGekI720Od58ZWVB6xDx9KBV0ankqNDUndTOmC5ytLDZItE+9jH7+Wx3Y3pcLNmAPpox9drXNzsQRQRJx8dZCJij6DOWiOLdDYGLLfrV2QAkfPgM1bYrIwfd3cjGifw6fvWOOsx0Mfq9GQxfQczXibEk7fSTeqFBO48mMZfxlrqTBmn7Yx7nj5v+EitjfgeZHBxmMSMfVj5ihPZdp/BRmzc2NqQDzdgAidtjMmiNG0iQHDxoFMPXn4A3H3lJzO0N1WgE33pTTfzgrdw44Se+suDzmGyFvStSXb//fdv6bAw4Zr4EUy4kRss1BmTRbLY6Z6DI68LLJzbowZr44aMRQbts4WuSJoVCgSOF7ifT/ShssaL/ZnwsdoDG2PHPk8PLA+/yIxd8BovQ+sL9wnixQPlnnVtbHr5tWxnzKyGkL72UDbfInF+CcDYMc+47+HCTphY1eCRzRzD8wMb24TG/U32LLJInp/K0RdImfEJa15F96MXvozrqTCiK73oYr70zOWFN64te0rXh8aS2Bgy3/ptUdcOzxZpfntwjIV7Rt68n84xBr2E+ocZ6mYeiv30W1TQNn3gw2ljTHu+euE0RmAjNu7hYz7gcTSW4Jc5xlYOL5XZYkBmwizPojy4WXE1x1uaN+7cT+YYLy9k93Ii78biNUUWMWNuVO57h31lBpPDTQQUwSACpIHE+2dC5xq3POhGBpRDhzoMNMB6Q+sHrDydaSDrbCRLJ1iq8uAzKWZQ3BjQK51vANiraWKCja85c5iYTFax2aRrAuYVMYDZ5kdwTWy56TKYXNtsblI0+c0LcPDBgsHYYziv/EqmI2o2lVu2cRgfxgocYMIzTUeHvWP604Pfj5y6Ye0pMdmxSYg9bmpf7sHMJJB8MXIAd+1pq8ee3JRdSbvnye770r1hScM4cfS60hnBZif7bFL3FV22e5i0TGYmv8hkV2xDFr1E2c8rLeNNbGzxHniwuYeQRwSNZyb15+m/XOl9O/rUeOaxskncW30/RowZb/PqKOtB7YUqWPAW+dI1Szq9bPoiUNlHljxxjthENmysBCCOwTX5U8fap5OYRzHziT1lGdNiqzfKGSvuFaRfn+pb8y57LK2ZP2NTbPegJDf/MYiN8pSDgXkE8cjc5BcF3LMegsotMtDRwQYPch5h93zwyfMIaaKr+8icYf704YtnkTkGCffiMLbHtV+kyEcxrh3aNMcj4fA1XznI8nt6wWYsb6Wwik7ku0/c97PuI/OJlzDljQXPZfcQT75nMwLjuWvOHuuuPLn2grJffto19hBUHlX7iwVlEo9ltYyJ/+h78y3e4CfbxuPER25eFNmiLI8j76M5yX1k1ccYsx8YFkIwELPfnOWeISMBDra0ePEyT3nht2phO11+teB/wWdNkUWAeXszyYsRv7ztupYPNECIlbOMZsMtYpeHYEANYG40stTPgEsZMVnegrwl6wRt9p3Tl13UOb3ZaBJjN3sc/bkybBYbnDwmlhXF8EseG5SBlzQxIp7reTZqOzfIvDJTpOsbXhH2e3vLGIGPa7bQk40O6W5IngKTlkmZ3elj58HBGAkW6iojj+1pL9gHf+WVWVTQb3SlgxgGvY45N1Y8+JVhpwAnb73GvbdU6bNsSR34wUQ9Qdlg5D6zXOSlj6w84NSdIqQ/c5/T0Rt77O9j6cEg+pv4eeH91I0H4Lz7gVxjyD3FthyzbFRWO/EyzCozdZo+o1Pumx6XnMMi9rNPX8LMA8+qhut5/RrZcCVDcJ7y8hEpKyVkmXvlZRxPjUffHt3o6jBvBI9xDB9lgyUb2MImc5P6s+4jaew0Hnp82S9PPf2CaMOaFyqyxFMG+tDL/DYPC3azI1goryzS4rmc+WIWFuwxjtirHhkJzt1f/VycvNUQxx62s7d/DmessJ0dbEsfGjfmW3Ok57L5IXlkCeo4PHOC37jvtQ87L/BwJksd8v7XsGbIIgOB6khHiAO0GBjSHMCTJiRtHMtTLp2R8q3S6E8vT7mNlR1VneySTrElscYNMtdCj0GPl7zeLuVSXnpkRE7L/P8/vcyc9/lTn0eHYNBfu1liC7v6PHqmTo+FdHWkpUzqitVJXuJWcBX8YV8C3Rx9WvLEsV3M3jE2qd/XyXlv96zz1E0bZPflImelY2M+ttGl1yf2Bp9cK9PrT0fXKTfWOXJTZl459TKuIn9jZcftrMR1dKcHneg3L8S+4JM6rp3Ps0W9vkzKJk3cnyd/nrx5+q1EOr3SV+TP0yk2BqO+TmybV3eW/Rmz6pAlzJIjbapgLqUP3XpdpPVHsFAmOPQ2OFd+VohcZXoMlE29jY3RWTKnSqN79A8e0TtY9PnsyZFyroWUd81esTTnwUWadpI3S3b0+F8wW1NkMQNKHKLDaOcBKgPYdUDuQVO+z1MmdcidBWIA7uNZ5VqDC/5DR/YKPS4ZQPKDnTKug0fsiwm5lu9wPS/0ZYLnvLJTpHujpS8svGEJ+ixHbBPH/tigbPKVdw4zR+QGQ2+C6mknaakrXi2BjjdFH3awWax8sIlNuZ5lV9oQwyWBrNSLDuM4ZaeI4/XRX/MCfR3RPVhICxaxYSyD3JSD5cYCGdoQ5snbWP3lzBu3n/tmVhvsS0i9xNKdx66USyxdPhnBKXVT58Zwi6wp4+iozY3Zl/zMHWMbo3NszXXipJtHnc+rn/ErP21FxhQx/TL/9dj0bUvPId35LHukzQup38dwcZ3Qnydt0TGdoqf+id2Je52dJz16S0u6tJS3aqHvI1u6fujLB8+kpa56ubdSJu3dWLymyGKMCwCuHblmbN8pfbpys268gBjZicfA9bJSZ1xm0dfBQtwfeXjRL+mxJ3VyHdsyEPv81J1lZ+qHKCq7qECXTLTp89xg8qQlPefiTLjOg0Mwi8xgoGx/wwYnD9iUUSfHIrGgZ0L6JXr1cWwQB58+P+eR1cfJS91ci3tcUydtyZ8yaFeITtrvx0DOLfEoq5w4D8XU6/u+t9W5MUBOX3aejb3cYDKv7Eqnx47oketZMV2UE+QHp8TJm6Wz8mkDTrlOmmvBdfJTJnmz5E6Rpn1H+rbXL3ni2CI/tkjLuVi5eaGXpS1yepk572UkbZ7M5UxPW2K6zcMhdmg7dZwnXVry2snoT+pEvuscwUSVHoeRiIVc0if6OY/O5o1c97FzR2zp8/q0pJMnRG7qJz/XKTfrugnYhD9riizGYPY5T2fE3gyo5CddHNCSlvqR6YacF5QRyEj5pM2rs8j0kIMxPvSXJiTu7cm5csFLnAeAerPsTr20m7qLxABZdNAlHhJ60lGa894uukpPXjDKuEi6a0ds1kbSgrfYkTLiRQa6C4md97rlPGNiPKFJDw4pM7aHjGDkHAlK2bQrfdz2WM6U19Ev9iemb2yGhT5OXuLeVuf9wQbX6vZjZWwbWdpxOA/G43JTXsc+MRs2FpKvbELOIyfp41jdHv/IUi4yUqeX1ZdL/tRx9NuYLsokP3b2ekZGn5bz5IlzkOU840nZ5I3r5XqlY+3HRm2xk379kbGtXGwIHuon9OdJS+w+EnrbXfftb6x+5EwZB5foFRxcx/7o05fNecqkfsqKpTmCZ+qIU68vn3KpK06dvtyNna8psnhjxlR+IVAIFAKFQCFQCBQChcDyIlBkcXnxLGmFQCFQCBQChUAhUAisKwSKLK6r7ixjCoFCoBAoBAqBQqAQWF4EiiwuL54lrRAoBAqBQqAQKAQKgXWFQJHFddWdZUwhUAgUAoVAIVAIFALLi0CRxeXFs6QVAoVAIVAIFAKFQCGwrhAosriuurOMKQQKgUKgECgECoFCYHkRKLK4vHiWtEKgECgECoFCoBAoBNYVAkUW11V3ljGFQCFQCBQChUAhUAgsLwJFFpcXz5JWCBQChUAhUAgUAoXAukJg4WSx/3c2+Tc2fdpqRrvXNzr7Nzr59zp9/jhtJezKv/rRbt9edNJm9Fzu9me1kbZm6ZM89aJXyuU6OkpP+aRVXAgUAoVAIVAIFALTILBwssjMtUoGer1DzkJ+2BUC1ROdpK1U9/o/yNrTTk8eex2Wu+0eh8jWdnRI24lTJrGyyVPH+fj/gKZsxYVAIVAIFAKFQCEwLQILJ4shCX2c82mh2PTW6BlyI+6DvP5IOWkhcX355ThPe2Rpz6Etx/XXX9+aGOu5HO1GRtoX9yHp0Sn5Se+v1euvx2V6uXVeCBQChUAhUAgUAiuPwMLJYshMiASP0koSmuWENHqG0LClJzrxjolD1rSfesupS+SSTQcxfbT93//+d4mgrkTbaS84RBftpz159EiZxNHXdepJ6/VO2ZRpBetPIVAIFAKFQCFQCEyCwMLJIgLw29/+dvjhD384/O53v1siNZNYvwyN/Otf/xp+//vfD3/4wx+a/v/+97+bDSE4V1xxxfCe97xn+Pvf/75B+jI0fQMR2kS0kDTk9PTTTx8+97nPrThZpIh2r7766uFPf/rTBnbS6W9/+1vLU8bhOpjBLefJ79OMCdf/+c9/loj4DQyvhEKgECgECoFCoBBYMQQmJ4sIAQLBc4RAHXTQQcNd7nKX4e53v/tw5zvfefjgBz+45IHqrU69kLDkSU9AkvoQz1pISGTkOuRKHWX7a2njtnrZyT/xxBOHrbbaqul+xzvecbjnPe85fP7zn29kLYRt1113bbZql93itJc2e90iu9dTOXVjY+rPKqMs0nq/+91vOOWUU5baSt3YoVwfkk/m2AuYcvLYlbrRS9pzn/vc4Ra3uMXwk5/8pBWPvNe+9rXDk570pCXS+pSnPGW43e1u1/r9Tne6U8PuGc94RrMPMbzlLW853P72t2/pxobj+9///lKb0aXiQqAQKAQKgUKgEFh5BCYni8hFjre//e2NRFxyySXNu3TBBRcMX/3qVxupQIxSDkFxPiZG0gSkJMREmvMQHjFZQi8vMpMmP2RsXjtNSPdHuVe/+tXD4YcfPvzyl79sx7HHHjvc5ja3GS6//PJGqg4++ODhec97XjunF1KlnqDtcVt0SH5ImeuevLmOjT5oyXlkKctbd7e73W0477zzml09Bsork/L0EMZyol/Sc62ukPryr7322kbq7nGPewxvectbmizl6YcovvnNb27l//nPfw7bbLPN8IEPfGD41a9+tXTAi9xzzjlneNSjHjVcdNFFwy9+8Yt2wJYHN3q2xutPIVAIFAKFQCFQCEyCwORkEcHw0EeEeJCQK0RDOtIRQiK29MjTZCn3z3/+83DdddctlbvmmmuWliaV/cc//tGWN52T95e//KV519TlZUOWLJNeeeWVw69//etWVpv0QGh+85vfNILH2xlCJ59ceswKZD72sY8dvvKVrzTdXV944YXNK4bgqIcoIUZkyhdr67LLLmtLttJiN/uQouiIWIWo0QUBlGZplg10I086sqVulmvJ57VDxK+66qp2wER7OditLowsH5MlTVvwTlvakwZH7dJfnuVkafL++te/Nk+mpe+HPexhG6Qjf2effXbrW20hi9/73veabbFdv2n7fe973/CsZz1raUzQiXz5jgqFQCFQCBQChUAhMC0Ck5LFPPDz8H/jG9/YiMV3vvOdRg6QBURGPmL3yle+cnjiE5/YPHOPecxjhm9961uNUCBVr3jFK4af//znrSzCceSRRw4f//jHG6Hgkdprr72GI444YrjPfe4z/OhHPxrOPffc4fGPf/xwwAEHDI9+9KOH5z//+Y1QIlCWwvfZZ59h3333HZ785Cc3MkQmMvTsZz97eP/733+DXmELYma5FEFCzr797W8PBx54YCuP5CC0j3zkIwceU14zBExb9HjRi140WJ7+4he/2Gxg809/+tPhaU97WssTq4vsaQsRRExh9sIXvnB44AMfOLzmNa8Z3vnOdzZbdtlll+FlL3vZkgfy/PPPH+5617sOloBf9apXDXvvvXfDEvmmC/0+9KEPDZaEYbLzzjsvkV5EEA48hNr57Gc/28iotCc84QmtX+j/pje9qeXps29+85vDnnvu2UgngqwvtINYPuhBD1rqK3pZVj7rrLOabbyLyDH79D89X/CCF2wwHsgJqbxBR1RCIVAIFAKFQCFQCKwoAgshi8gPcsQD+PrXv364//3v3wjU1772teY95DF7znOeMxxyyCFL3q6PfexjjTzxZCFxSAyvmIA82vP25S9/ucm1Z/C2t73t8IlPfKK1YQ/drW51q3aNeCB5Z555ZosPPfTQRsB4FOUhV4iooC1kDEkdBzbwHm655ZbDAx7wgEZ6kaKXvOQljegiN8ihPYwIGluRNkc8fCeffPJgn6MPfJCqnXbaafjIRz7S7EHYXv7ylzfyidghxre+9a0Hddj7jW98Y9hiiy2aTfJ5/BDXSy+9tBHuU089tS2HZxkaVvRkj/onnHDC8LjHPa55BJE9eMAQYUN87T08+uijGwbyn/nMZw7HHHNM23up/mmnndY8w1//+tdbH73jHe8Y9t9//1YeuaYrwo8o3+te92peUJh8+MMfbjYjygjuwx/+8OHpT396w4h3cocddhi22267tocVdve+972bbsZLhUKgECgECoFCoBCYHoFJySLzPPQRrRBG5ASROf744xuZyZfRyJ7lU+WRFWRo2223bUum9rPtsccejYDIRy4f8YhHLJW3tI1oIYXq8sa97nWva96rtI24kGmPHQ8bD9+XvvSl5q3zYQi5DuXIGAfpSCmPnCVgxAgp5FnkPdQ2+Q95yEMaAeM9U5ZN6tKDV82HHj/4wQ+GM844oxEy9dIuosebiJzx3CF7+WL84osvHh760Ie25WDyeDGRKyQT6T3qqKMGe0IRSfrD2cdDdLPkjKzBhN2I4ic/+cnmcVVOWzyy9Cebd3O33XZrbdCbPITSnkheXESYPHs3ta0PkU0yP/3pT7dlZXrIe+tb39o8kwgzzBxZ+lcPUaSTcwd72a/dCoVAIVAIFAKFQCEwPQILIYuIQ8gDYoREIHw8Zb565RW7+c1v3tJDnCzR8kAqx6tl+RRJkY+IIYuIEnJjOZbnzLnlTR4vy6LajDzk4wtf+MKw4447Nm8XUqPdT33qU205FiFK+VlERb5l4Kc+9alLZEYaMoRoIX2Wpy3xsg8RtZSOHClHN7ZakrWPz5IucoesCerQx5IssoT8WVp3Ti/6WjYPuUQ8kUfeULjwzOZnc+iv3GGHHdba4BHdfvvt235RWLIZsfNxEXzf9ra3NWILO3ry2CKtPLrwoz9v633ve99G5uIRtFytPB0Rdh5DhJSHUrq6Pvbh8XVNrxzybBfwkvDHP/6xyOH0c0G1WAgUAoVAIVAIzERgUrKIGCAJDsuRCA5ig1wgK5YgebO++93vtmVMXiskRz4CiDAhKpY5kUXESN4b3vCG9rMtiBYiZTnXkjbCpbwvku1JVJ485JIOvHOWOcXqqW/foTrIC4+n3390Pg70tn/PXkkyXfMaWlr96Ec/2vSyZIwokWcZ2c8D5Stpbb34xS9uZJAuyKwPQbJ3j5eS1xGRYyPi9a53vavZoK7le95Tejt8ZGMfoXOkbuuttx7e+973Npvox4473OEO7StjZMzyr5/9IQsu9hCqxw5LzjANJvrEzxrpL2m8gvDnNVUXnry+9p7CSj/zXiLCm2++efvAR7rDvkZL6NrRtkM/sVGf+fhFXoVCoBAoBAqBQqAQWB0ITE4WEQbEgOfJci/C5SMWH3PwlsnjIbR0bE8dAuRjD/sXkRTEyrItUuarWURQnr2H6vLc+QoYAURaEBEkhwdQO+QhQz/+8Y8bKUE8eSylK8OrhgBph4777bdfIzTj7uKBQ+4QInsVLdPyvr373e9ubSJ9/Yce9ODt5B3kXRPTmb4wYZsPeujg4xu6+jFvchyW3fPVtbaRXGQUEUTg7BmkO/L1s5/9rNn00pe+tNnFswpLXkR6OJBThFEeL6Q2LTeznR2f+cxnGgZwoB/deW/9lqJ9nfRHVmHOQ4qcIrjKqkMndtrTiRxKp/dmm23W+h1mD37wg9veU/2BqB533HENA3UrFAKFQCFQCBQChcDqQGBSssjkLDsiNYiOJVHLsEgHD1zIidheNsvPyKM8dVPGHj3eOnnkSEcylEGu1EeKpCfP/jeESDryoqw6PFkIlnNl+3qpP+4u9UPUIiP15DmPPNf0cSBMPriR50i6WFvII13gkTzpSBw5jlzLZ4O2Ut+1c+WlI2F+pia6yYt+9EeqkTz9Edn0Up6slHUtnV6w33333dtvIqpHH2nKpn3tqCNfPXkO13QiR3rakp465FUoBAqBQqAQKAQKgdWBwKRkEZFIyHkISYiG/D7PORIxK13euGx/nbYSp43UE0sTxP15ysiLzMjp4z4vdcZpkZH8Xo+xrD6vl9OXy3mfP+s87SWOfdFHPCstssSIN4+lfYvOkdmTTjqpfb2OqKsfGYn7+r2u8vu8lO/LJD9pFRcChUAhUAgUAoXAYhGYlCwu1tRqfVMRQNJ5/izVW/a359KHMX50275SnkOEb0z6NrWdKl8IFAKFQCFQCBQCqxeBIourt28WrhkvHyKINPriOf9+j3cx3t4sVy9c2VKgECgECoFCoBAoBFYEgSKLKwLr+hCKEGZZmIfRuSPn9hYmbX1YXFYUAoVAIVAIFAKFwBiBIotjROp6AwQQRkc8jDLjVcwSdH2QsgFkdVEIFAKFQCFQCKwrBIosrqvuXBljQg5JjydRLNR+xZXBvKQWAoVAIVAIFAKrBYEii6ulJ0qPQqAQKAQKgUKgECgEViECRRZXYaeUSoVAIVAIFAKFQCFQCKwWBIosrpaeKD0KgUKgECgECoFCoBBYhQj8H3yU3G4q/X09AAAAAElFTkSuQmCC)
Sounds nice. It isn't working. See graph below of US Census data for those commuting in and those commuting out. An overall 35% increase in VMT from 2002 - 2015. Most of the increase comes from those driving more than 25 miles.
The following chart shows census data for commutes calculated to produce VMT numbers for one-way commutes of
- Greater than 50 miles (purple)
- Between 25 and 50 miles (yellow)
- Between 10 and 24 miles (red)
- Less than 10 miles (blue)
What is more, this increase in higher mileage commuters is due to a relatively small proportion of the commuters. Only 22% of the commuters are responsible for 63% of the VMT.
Note that 55% of the commuters, those that commute less than 10 miles, are responsible for only 16% of the VMT. That means that a 10% reduction in "under 10 mile" VMT would only reduce VMT by 1.6% of Sunnyvale's total - a trivial amount. This implies that all efforts to get people to bike to work, or take public transit are not going to make much difference, even if they succeed.
It's getting worse, in case you hadn't noticed.
Data Analysis
Using the US Census tool, "OnTheMap" (https://onthemap.ces.census.gov) we get data summarized in the next four charts.
Census classifies commuting into four ranges: under 10 miles ("< 10"), from 10 to 24 miles ("10-24"), from 25 to 50 miles ("25-50"), and greater than 50 miles ("> 50".
For those commuting IN to Sunnyvale, VMT increased 29% over the 15 years studied. It increased in all four classifications, but it increased 46%, in the ("25-50" + "> 50") mile commutes growing from 56% of VMT to 64% of VMT.
Data derived later in text below.
For those commuting OUT of Sunnyvale, VMT increased 35% over the 15 years studied. It increased in all four classifications, but it increased 46%, in the ("25-50" + "> 50") mile commutes growing from 54% of VMT to 63% of VMT.
The hypothesis "build more housing near work centers to lessen VMT" is thus shown to be counterfactual.
After leveling off during the "Great Recession", VMT has resumed its upward trend. It is becoming clear that very soon, electric vehicles will solve the GHG emissions issue. However, the proposals in SB-743 include reduced parking because everyone will walk-bike-bus to work, and Sacramento policy makers apparently want to make freeway traffic worse. This will not turn out well.
Vehicle Miles Traveled
1970 - 2020 Annualized
From:
Another, more subtle, point is that if decision-makers actually think this VMT reduction idea works in reducing GHG emissions, they will be less inclined to support more significant measures that actually do work, such as requiring all new office construction to have "net-zero" GHG emissions.
Link to this post: http://meetingthetwain.blogspot.com/2020/06/vmt-and-ghg-emissions.html
We use the US Census tool "On the Map". Instructions for the tool here:
--------------------------------------
Sunnyvale Commute In/Out Data
US Census data for the 15 years from 2002 to 2017 shows that:
- The number of workers living in Sunnyvale increased by just over 12,000,
- The number commuting out of Sunnyvale for work increased by nearly 13,000,
- The number of workers in Sunnyvale increased by just over 10,000,
- The number of those both living and working in Sunnyvale decreased by 469,
This is seen in the two images from "On The Map" below (click on images to enlarge)
Sunnyvale Work & Commute
2002 & 2017
2002
Employed in Sunnyvale = 78,329
Reside in Sunnyvale = 58,772
Commute Out = 49,164
Commute In = 68,771
2017
Employed in Sunnyvale = 88,572 = 10,243 increase from 2002
Workers Resident in Sunnyvale = 71,175 = 12,403 increase from 2002
Commuting Out = 62,086 = 12,922 increase from 2002
Commuting In = 79,483 = 10,772 increase from 2002
Above data shown in bar chart below (click on image to enlarge):
Sunnyvale Totals:
Resident Workers, non-Resident workers and Commuters.
Green bars show the increase in each category.
Increase in outbound commuters exceeds increase in residents
Increase in inbound commuters exceeds increase in workers
Clearly, the data shows that despite increased housing in Sunnyvale there is more outbound commuting. Similarly, despite increased job numbers, there is more inbound commuting. US Census data thus shows that increasing the opportunity to live and work in Sunnyvale is completely ineffective in lessening commuting either in or out.
--------------------------------------
Sunnyvale VMT Data
Outward Bound:
We look first at those commuting from Sunnyvale to other towns to work. More important than how many commute in or out is how far they travel. If people are simply commuting a mile or two between neighboring towns it doesn't matter how many are doing so. Fortunately, "On The Map" also shows how far people commute and how that has changed over 15 years as seen below (click graphic to enlarge).
Commute distance - outward bound commuters
2002 (left) & 2017 (right)
The increases are key. The number commuting 25-50 and over 50 miles increased more than those commuting less than 10 miles. This is summarized in the chart below (click image to enlarge):
Sunnyvale - Outward Commuting
Number of Commuters vs Miles Traveled
2002-2017
One thing to note above is that the increase of 6,827 commuting out of Sunnyvale more than 10 miles was greater than the increase of 5,626 commuting less than 10 miles.
In other words, a "reverse sprawl" is happening - there is a significant increase in those commuting out of the job centers of Silicon Valley. This has a dramatic effect on VMT because one person commuting 50 miles produces the same VMT as 5 people commuting 10 miles.
We can see this when we calculate the VMT for commuters from Sunnyvale. We approximate the VMT corresponding to the above data by taking the mid-point of each mileage range (assume 60 miles for ">50") and multiply the total number of commuters in each range by that mid-point.
For example, to calculate the total VMT for all those commuting less than 10 miles, "< 10", we multiply the average of the mileage range, [5 miles = (10-0)/2], times the total number of people commuting that range in 2002, (42,435). I.e., the 2002 VMT for those commuting less than 10 miles was:
5 miles x 42,435 commuters = 212,175 VMT.
Doing this for all the data for commuters leaving Sunnyvale for work elsewhere is shown in the table below:
The above data is graphed below (click on image to enlarge):
As an example of the above data in context, we see that in 2017, the 18% of commuters who traveled out of Sunnyvale more than 25 miles contributed 62% of the total of over one million VMT. This is summarized in the chart below:
The summary chart above shows there has been a significant increase in VMT for those leaving Sunnyvale to work in other cities. Note that most of the increase has been in the greater than 25 miles "> 25" commute class comprised of the "25-50 miles" and "greater than 50 miles" Census classifications. Those two classes have gone from 50% of VMT to 62%.
The "under 10 mile" commute class in now only 23% of the total VMT. But this "< 10 mile" commute is where all the effort has gone in trying to get people onto buses and biking to work. It is wasted effort as they aren't contributing most of the VMT.
We see that the hypothesis that "adding more housing reduces VMT and therefore GHG emissions" is counterfactual for outward bound commuting.
Inward Bound:
We do the same thing for those commuting into Sunnyvale. Same drill, different data. See below - click on images to enlarge:
Commute distance - Inward Bound Commuters
2002 (left) & 2017 (right)
For the inbound commute VMT data table it is interesting to note the 29% increase in inward bound commuting. This was much less than the 47% increase in outward bound commuting VMT seen earlier. We might see the two commute VMTs (in and out) converge!
Graph of table data:
The summary chart above shows there has been a significant increase in VMT for those coming to work in Sunnyvale from other cities. Note that most of the increase has been in the greater than 25 miles "> 25" commute class comprised of the "25-50 miles" and "greater than 50 miles" Census classifications. Those two classes have gone from 57% of VMT to 64%.
The "under 10 mile" commute class in now only 12% of the total VMT. But this "< 10 mile" commute is where all the effort has gone in trying to get people onto buses and biking to work. It is wasted effort as they aren't contributing most of the VMT.
No surprises here. People are continuing to commute from further and further out, despite the increase in housing in Sunnyvale over the 15 year span covered. People want that single family house and if they can't get it here, they will move to where they can get it. If not Livermore, then Austin, TX, or Charlotte, NC.
Total Commuters and VMT
In and Out Combined
Let's put together the in-bound and out-bound commuting VMT.
In tabular form below, we see that the biggest increases were in VMT over 25 miles.
Putting the above data into a chart below shows how the relatively few commuters going more than 25 miles (19% of out-bound commuters, 23% of in-bound commuters) contribute most of the increase in VMT.
Looking at just 2017 we see the information summarized in the bar chart below.
What this shows is that of those commuting both into and out of Sunnyvale, those 11% who commute more than 50 miles generate 38% of the VMT, and the 22% commuting more than 25 miles generate 63% of the VMT. In a mirror image, those that commute 10 miles or less = 55% generate only 16% of the VMT.
The main focus has been primarily to get commuters to take public transit but this focuses entirely on those who are not a problem. (The average bus ride is 5.6 miles). VMT reduction efforts are not addressing the largest contributor to VMT (and therefore GHG emissions) - those commuting more than 25-miles.
This is not very different from the SF Bay Area as a whole as I showed using similar methods.
From:
Commuting Only 27% of VMT
We have only looked at VMT for commuting. Everything above does not include VMT for all the travel used for other purposes by cars. Commuting is only 27% of individual automobile use and has been slowly declining since 1969 as seen in the following two graphs from US government agencies.
If all other auto use stays the same, to achieve a 15% reduction in total light duty vehicle (including cars, SUVs, and pick-up trucks) VMT would require that 27% to go to 12% = only 44% of current use. That equates to a 55% reduction in commuting. Nor does that count the VMT of heavy duty trucks, which have much worse CO2 emissions. The extraordinary difficulty in achieving such extreme reductions is compounded when one considers that pickup trucks are typically used in the trades for work. Plumbers, for example. are not going to start biking from one house with a plugged-up drain to another.
Example Cities
So, where are all these long commutes to and from? "On The Map" tells us that too! We select destinations when we set up an analysis and get the list seen below:
Cities Sunnyvale Residents Commute To
2002 (left) & 2017 (right)
I circled a few in red. In 2002 the number of commuters to Santa Cruz was 111. And 15 years later it was 107. Basically the same. Commuters from Sunnyvale to Livermore numbered 117 in 2002, 158 in 2017. Sunnyvale to Sacramento: 229 in 2002, 245 in 2017. Pleasanton; 631 in 2002, 471 in 2015.
This pretty much puts paid the idea that people desire nothing more than to "walk to work". All the cities circled above have much cheaper housing than Sunnyvale, yet over a span of 15 years, roughly the same number of people commute from Sunnyvale to these cities.
Yet another nail in the coffin of the "build more housing so everyone can walk to work" mantra.
Consequences
The counterfactual myth that building more will lessen VMT would normally be harmless because people will do what they want to do. When it comes to getting a job or choosing where to live, data clearly shows people don't care about VMT in the slightest. What well-intentioned people in Sacramento decree doesn't really matter.
The realization of this myth under the guidance of the bureaucrats will be reduced parking and freeway flow because "everyone will walk or bike to work". In reality what will happen is that parking will become a nightmare as will freeway traffic - more and more people will leave CA because traffic and parking just gets too crazy.
If you can! Might get stuck on "the 5"
Which is probably just as well. If the government agencies in charge of making life better keep making life worse then people will vote with their feet, because they really have little voice in this.
By roughly 2025, battery prices will decline enough that Electric Vehicles (EVs) will reach cost parity with Internal Combustion Engine Vehicles (ICEVs).
By then it will be clear that is the only real solution to transport-generated GHG emissions.
You might think that would free us from this tyranny of VMT. It won't. Urban planning depts. in all universities adhere to the myth of "cars bad, buses good, everyone wants to walk to work". They will find some other excuse to impose their "vision".
But at least you, dear reader, will know it as a cult - like the flat Earth movement.
For now, this is...