"Economists predicted 20% employment in May. How did they get it so wrong?"
![](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAABM4AAANaCAYAAABx2QCOAAAgAElEQVR4Aey9//NlV1klnP+A4R+wrMo/IErVzFhjJj+osSJlMYNvg2PVVM8PjJP3zVvjhJqo0YBR4lSYzgAiTdSqQCsSimggr9IoTMBMkAmVRlMimRhMIAgJwU6nv6TT3emkz1vro8/N+uzPPufsc+/ZZ+99nnWqmnPuOXs/z7PWeva9OYtz7+eqTpsYEANiQAyIATEgBsSAGBADYkAMiAExIAbEgBgQAwcYuOrAGZ0QA2JADIgBMSAGxIAYEANiQAyIATEgBsSAGBADYqCTcaYmEANiQAyIATEgBsSAGBADYkAMiAExIAbEgBgQAxEGZJxFSNEpMSAGxIAYEANiQAyIATEgBsSAGBADYkAMiAExIONMPSAGxIAYEANiQAyIATEgBsSAGBADYkAMiAExIAYiDMg4i5CiU2JADIgBMSAGxIAYEANiQAyIATEgBsSAGBADYkDGmXpADIgBMSAGxIAYEANiQAyIATEgBsSAGBADYkAMRBiQcRYhRafEgBgQA2JADIgBMSAGxIAYEANiQAyIATEgBsSAjDP1gBgQA2JADIgBMSAGxIAYEANiQAyIATEgBsSAGIgwIOMsQopOiQExIAbEgBgQA2JADIgBMSAGxIAYEANiQAyIARln6gExIAbEgBgQA2JADIgBMSAGxIAYEANiQAyIATEQYUDGWYQUnRIDYkAMiAExIAbEgBgQA2JADIgBMSAGxIAYEAMyztQDYkAMiAExIAbEgBgQA2JADIgBMSAGxIAYEANiIMKAjLMIKTolBsSAGBADYkAM1MHAiRMnumuvvXbv36FDh+ooSlWsnoF7771303c333zz6vEKoBgQA2JADIgBMdDPgIyzfm50RQyIATEgBsTATgw88cQT3fXXX7+5AT9+/HhvvNtuu20zTjfqr9H04IMPbniBgaatHAPcy2Zm2v7GG2/sjh492j333HPlCpwxM7AwthlDK5QYEANiQAyIATHQGAMyzhoTTOWKATEgBsRAOwyEpg9uxvs2GA+6UT/ITsjhwRE6M4UBNr/wNF/qFupgvRruEX9K3NT8S4+TcbY048onBsSAGBADYqBeBmSc1auNKhMDYkAMiIHGGQjNBhln0wUNOZweQTOYATa6wG3qFurAccJjmMCtbzLOWldQ9YsBMSAGxIAYmI8BGWfzcalIYkAMiAExIAb2MRCaDTLO9tGT9CLkMGmSBvUywCbXLsYZz8Uxfn+OY/cW0MgFGWeNCKUyxYAYEANiQAwswICMswVIVgoxIAbEgBjwyUBo+mxrnNnX6+y3z/DD5YcPH94YFTjPRkbINr46h99QszgwODAfccKNf4z/2LFje79ZhbrNGEEMxLLfsgpjYxzmhRvOmbGCOZjPNYVxbX7IoZ3nPX5LDrGsRuRBPPAS/q4cj4nVibjGE/aoFRtiWVy8Rl12zvjkXIgdaoQ6+7ZwvPERm2N5MaavllBbxm068H6ofyzH0Hg2mjAu3MBNqBHG4em0sFabG9MVnPbpFvYi4vf1ueVAXfw1aYwHF4xn6hN01hvWR6gD/AO/9ZPlxx54MAb/cN1w23zMRT225niujsWAGBADYkAMiIH8DMg4y8+xMogBMSAGxIBTBnADbTfE2OPmt2/jm/fwRt1i4Kaex9l528fMD5gSdj22D3NxzTBo+gwXMyRiMXEuxMpGBIwCMwXC+YjLBgHXg7HhNoYPc2BY2GamE84jV7jBSOGarBbm/ciRI/vG8HjUg7h8zo6B2eJZXrzuG495mMOGHOal1sIaWA19+1jvWI3YhzqE41lf1MwbX+vLD055g4HU1yOIEeYf64Owz5FraA5rEpvLtfIxeq0Po51HXt6YH8zvwz2lDo6vYzEgBsSAGBADYmA3BmSc7cafZosBMSAGxIAY6GUgNBvYyAgnsRkS3iDbDffYPjSCwvx987mu1Dl9sez8NuaJzR2qh3mbUqs9pRSaJeETXWx8wGSzjfWxOrfZWx1T4oJLNtym1GLz+gxQwxB7EspqxD7kGq9twzGbPaEJllova8EGp9XI+zA/X+s75r5Crr5x4flwPRrucI/44dy+18z3lHmhiRrWoNdiQAyIATEgBsTA/AzIOJufU0UUA2JADIgBMbDHQGg28I17SBGbC+GNenjzjTgwRHDzz0/GYBxvbD7A2DCzAXPZIGKTK6wZ1+wJmfBpLORDfjM8OCauWT7UFJoDmGfXsWfjZagexseccZ0Yg1o5JowjbMDO50OThw0mw415nAvYwC1wI154DdfNIAufnGJtcQ1j7R/4QzxsIScWb6yWIQ0w13Jhb/zvJRz5H4zluX3HIZ8IC+3BKzBYr+B82E/MN8fn85gDDrn2bfocdXIO4xf1cTyMYc36aAr7ivsb1xCf80En24bWRjgPY7WJATEgBsSAGBADyzIg42xZvpVNDIgBMSAGHDEQmg1DN71svoQ36nzDHcYIzQc2FHgemw+QADfzfN2egAlr5niYx3XCDDGjJxaT57I5EM7DXL6OuvrqwVhsYf0hLxgDzDGMbC6hFttCI4uxMe5Qn5AzM2EsLps0PJcxcx2xeTBzbBuqZYwX5oP1sdh9+xAjx+Fj4EBPpm48lzVEHLtmJmVfTBuHfWqfD3GIPGyesWZ9NQytQ5vDfcfmMPcBznPfYS6b4ym1WD7txYAYEANiQAyIgXkYkHE2D4+KIgbEgBgQA2LgAAOh2cDGQDh46EaejYHQ7Ahz2PXwPG7akZ//xeKG86bUibEck/Hi2K7Fbv7DvH04rJ5wPD/JZGNwznJi3xfTTDo2uNioQjzWh3HhWliL5bE6GDvqsI1jwijCOP7H15kzPh/WgtiMObzO18I6ra7YPsTIcWLHoXkGLcAv1x7O41pxHF7H3NAYC+tK7XOOzXkNO+dn7u16uOfxMRMU40Mj12Lw3Fgu5ix23eJoLwbEgBgQA2JADORhQMZZHl4VVQyIATEgBsTA3lNTYzfoRtPQzTHHCM2O0Diw6+F5jhE77ptn9dl+qE6M4dhsSIyZA2G9Y/WE462+cM/1WEyM4SeaYOiE50KDhnEzLswLa+E8uM7YUY9tHJPrjB1jrG08L6wFY3h+eJ2vhXVa/Nh+CCOekAJf/BVYNo9Cw4hr4OOwVjYyeRyewLKnssK6eFzs2DDztTAv8OOcjWHuY9ykjg9rtVhjuVjvlFosrvZiQAyIATEgBsTAPAzIOJuHR0URA2JADIgBMRBlwG6+sY/doNukoa9jcQy78bd54c24XQ/Pc4zwGIaHPbEVzrM8th+7iefYjHfMHAjz9uGwOsLxVr9dx77viTNcY1MGJk841owZi8e4GReuh7VY7TaXsYMf2zgm8xY7NnMPc3leWAuu8/zwOl8L67S6YvsxjJgTwwke2VBD7Rhn/7iesFbEhC7AzkYn5uDJMmxhXRwvPOY+52uxvDhnY1Dz2Mbj2TTkeaGBaNd4biwX6x27bnG0FwNiQAyIATEgBvIwIOMsD6+KKgbEgBgQA2JgjwE2DXBDHRoyGBTe/LNJgut2A499aHaEc+068gzN65MnjBeOG7uJ55xsSLA5EOOBjSzEMCOsr57Q6AqfEEPdoVHB3Ifz+Tetwq9pIhbjZly4FtZoGhh3jB3YbGPMUwyRoVoQu0+D8FpYp9UV249hxJwYznBeGHuo1nAs/0aY8bhtn7NRHdOb+yFFm7DXrH8ZA9eP/LYxb7FcrHfsusXRXgyIATEgBsSAGMjDgIyzPLwqqhgQA2JADIiBPQb4Zhk3+7hhtt/UwgDccLO5hjGhocHmQngtNCb4Oj+lg7z8u1MwHPAaBgEbB2G8UMaxm3iulQ0mNgeMB6s1/GF1fmJnqB7GBw4ZX8hrzHBg84TrxtxwY9yMC+PCGg2XxQix2/nQbME4NlzQJzgHnNwzQ7UgNmMJa+Vrpjtysqlo9fF+DCO45z42DfvmIScbh6iLa8V8XGfc4V+YtPq4D1L7PFyX9gcdUBebZqgr1juW2/aYx9zyOge3wMbXGStfi+VivWPXrQbtxYAYEANiQAyIgTwMyDjLw6uiigExIAbEgBjYYwA31Gwo8M1z7NjMDKaPx4WmTJ8xgfmhMcNx+JhvxsN4XAeOx27iOW6fOcBjYsdsXA3VExopsVh2LuQNWPrmx0wkxs24ECesMczFxgjq4Y1NH6s1tueYQ7UgNs8Pa+0zCzk+12fHIUbOETtmIyp2PXaOa41d53O8Tuboc44dHvP6MD5i+9BwC+PYa7wfcI9xf8Rysd6x67FadE4MiAExIAbEgBiYjwEZZ/NxqUhiQAyIATEgBqIM4KmZFPMMN958Q23B7IYb+9DgCA2N8Hr4ZA3HsmM2IcJ4VoPtx27iLSb2bISwOQCzqI8PrgU5x+pJwcdGnOHAHlxzvTgO89t4xs24YjWGGjB25OAttTf4yauhWhCbMYW19pmFYc1cI45DHThHeIwnxXgLnyzj8Wzkca19/YG5uMZ8IFdKH4TaDs1hMy7VrEI/MR7Gacex2rk/YrlY79h15lrHYkAMiAExIAbEwPwMyDibn1NFFANiQAyIATFwgAHcVMO04Jtg3EzDRMIN/JBxwSZCaBjwE22xm3IUgtgwDfjpJozFORgEbNYhPt/kh0DYBEHd4cY5+KuToTmAutm4gOHAxonFHasH4wwf82S8Is/QxjUAd5/JBq6MF3uayuKOacAmDHCGG/gH9rA3MDb8uiLmDtWC62zexPAgF+uEeGM8IS7za1zYHjnBZdifhhV1cF04Rh1syDGvpinXiTngg/vV4mMfm9PX5zYvrAtcIA42w4tzUzbEjGkJvLHagdt4jOUaW3NTatNYMSAGxIAYEANiYDoDMs6mc6YZYkAMiAExIAbEwEQGYBqYOVDTUzMwOawu7GPGxkSoGi4GxIAYEANiQAyIATGwIgZknK1ITEERA2JADIgBMVArA7UaZ+FTULXyp7rEgBgQA2JADIgBMSAGyjAg46wM78oqBsSAGBADYsAVAzUaZ/h6Ij9txl8VdCWOwIoBMSAGxIAYEANiQAz0MiDjrJcaXRADYkAMiAExIAbmYqBG44x/OwoGWsrvfM3Fh+KIATEgBsSAGBADYkAMtMGAjLM2dFKVYkAMiAExIAaaZoB/AD32RwVKgMMPsdsTZ7EfZS9Rk3KKATEgBsSAGBADYkAM1MWAjLO69FA1YkAMiAExIAbEgBgQA2JADIgBMSAGxIAYEAOVMCDjrBIhVIYYEANiQAyIATEgBsSAGBADYkAMiAExIAbEQF0MyDirSw9VIwbEgBgQA2JADIgBMSAGxIAYEANiQAyIATFQCQMyzioRQmWIATEgBsSAGBADYkAMiAExIAbEgBgQA2JADNTFgIyzuvRQNWJADIgBMSAGxIAYEANiQAyIATEgBsSAGBADlTAg46wSIVSGGBADYkAMiAExIAbEgBgQA2JADIgBMSAGxEBdDMg4q0sPVSMGxIAYEANiQAyIATEgBsSAGBADYkAMiAExUAkDMs4qEUJliAExIAbEgBgQA2JADIgBMSAGxIAYEANiQAzUxYCMs7r0UDViQAyIATEgBsSAGBADYkAMiAExIAbEgBgQA5UwIOOsEiFUhhgQA2JADIgBMSAGxIAYEANiQAyIATEgBsRAXQzIOKtLD1UjBsSAGHDPwLFjx7prr712799tt922CB8333zzJue9996bnBNjrVbE0CYGxEA/A9uus/6IuiIGxIAYEANiQAyIgfwMyDjLz7EyiAExIAZ6GTh8+PDGeDly5EjvuEOHDm3GTTF2egNWfOHo0aMbrDfeeOMilSKPGWDIn7ptW+sTTzzRwRRkXXEMY+H48eOp6TVuQQawPq1HsG77thMnTnTXX3/9Zixea/tHBrZdZ+JvXgZSP3fmzapoYkAMiAExIAbaZUDGWbvaqXIxIAZWwIDdiGM/ZBLxuCnGTosUbWtG7YJ12xv6bWrlp9RYVz6W2bKLmnnmco9Aq77twQcf3JhmGIfX2v6RAeZw7e9juTXnp/fwlO6Ujd9rhj53psTUWDEgBsSAGBADa2ZAxtma1RU2MSAGqmcg9QaGx639hnMbM2pXobe9oZ9aK54046eRWFc+ltmyq6Lzz+cegVZ9m4yzPma6vf9zwPp87e9j/SzMc4X7cSqXpgH2Ms7m0UNRxIAYEANiYN0MyDhbt75CJwbEQOUMpN7A8LipN0mVU3CgvKlm1IEAW5zY9iZ0aq38+23QlJ8UwVNmiAdjDQabtroY4B6Bdn2bjLM+ZmSc9TMz/Qr349TPBP48kXE2nXvNEANiQAyIAX8MyDjzp7kQiwExUBEDqTcwPK7vJglfAeSbKczBb9ngt5mee+65A6j5d25iv5vGv78V/u4WzAF8VYifnhr6fS7M568WoTa8jj1ZFZpRqB2/B2a5UBfGxDAZyKlcMG8xflE/jwF3qD2s1fL37Xk8OEjZkNv0B/Zw469+oi7ejDNwbTwiFs6HmvT9IQbGzUYf8uA19xHiIg4bfym/+YUxQxgNE/KNjWOOgdu2qT1r82zPPKCGvg15rEbsuce5fmC237oznVJ6O4Vzq83WHOJjMw6sPmiHPrAtjI35rKWNs3qNX8TgPgjj2jzmMLbO0KM4z7FQK+ahNt647w0fX8cx8239zb2G65bT3u8QC2Pt/QXj8dowY1xYC+cN1xXqB0/cBzY+tRbWALWYfrF9jFfLZ3ueB255S+mZ2OcFYlh/GVeGnXsM41jfWCzTAvN5LusJ7nDNxhoO6IaYwMF14LhPhzDu1HVp460W1A2M1l/ML45xnjlAbdCVdQ7n6LUYEANiQAyUZUDGWVn+lV0MiAHnDAzdwDA1PC68McKNAv9HOI+1Y/yHOW40eLNr2IcxMa7vOt+w8hg75hw4nnqjh1osFm5E+ObHzmNvN0qcb1suEMtih1wM4WXeY/VwbThmbMgXu2kcmzPlumFCbVwrzqMW/sF7nDOzwHLgRs5iYG83sWM8QzMbi1isYeyPYHAdqLNvQ8xYPTyeb14t15CGiJeycY8MzYF5wDWyYcL6sxnD43Ec66WpnAMT18wch/nAT9gfNgbahX1h1xB/aH2H/c31hOsM70/cJ5aD96jRamHTCWO430xPxmS9wPrASOF+CXMN9U1YP3IOcYHY4ZzUWlgD5pDrteMwh3HBexuLPeLxxvGHeibMM8QV8vDG+cM4GNd3HWPtWqw2zOX6bWy4D3uF405dl4g11LcwyWzbZg3bXO3FgBgQA2KgLAMyzsryr+xiQAw4Z4D/gz68gWFqeFx4o5Fyo4D5uEG0m07EHoo5dH3oJgExeeMbEs4XHveZC+G48DXPQ95tueB5zG9oHIX5+fWQfsYJ3yjbXMwLcdh47EMO+drYdcsR2yNuaD6ERgc/iQHdbWO+YrFxjm/22VBAH4Ybmxd8oxmOw2vuP8TlLcSD1+GcWL0co+84xNw3LtSYtQ21jNVi58Kb+zC/jeM9c476Uubw/L7jUJO+ceH5oXp4neF9iXUN4/BrmF22cd+EvRCuXeuFUB+OPeUY9fKWqi33w5RazPjjtRSrN9SKa7Rjnoce4W1Kz/DnyZh+nIPzcx/YmL7rYxxjPs/tOw7fg8bichxelyl9y/hSuA3XjHGivRgQA2JADJRlQMZZWf6VXQyIAecM8H+Qpx7zf4iHN164qbSve2Af3mSxMcL5OKZJErse5rNcuIFA7PCGhG+m8PSHjceenwbhm+HwJgbj7GaTjRzUx3WHtU3hgm9oOGb4VIPdlKJ+xGeOwhtQ4zHch/MsBrhjfWxeyIedt/3QdYtte8OG+u2md8h84FrNmAjNKZy3WNCANTe+Qm345hO1WH3Y4/XQxj0d9hv3h10Lc1v8vp7ty809gjr7tjAfXtsWapXa29twjpxhzbYmgD28BkymF/KxjmFvs144Bi7ExD/Wh2OG9Vgv4nzIi8XDNdTC7xWIaRqG85DfNqwlq9N6AddCfYDT1h360ubYHrktX4iNtWW+eA7mcv3QwLahWnCNY4YasH7MpcUe2hs27Ifi4jr3TB/+EIfxBT1inwucP1Z73/VQb/CK/sBme+DBP+S1fsA+nGs1Ym54DXFNW35PQV1cb9/nA2KilxCH1xTjApdWX6i1zdkDpv8RA2JADIiBKhiQcVaFDCpCDIgBrwzwf0inHvf9hztusuw/xJlPNkb4po3zcUybG7uOm43wfCwnYvTdTFl8vklF7bbxTUwME9+E8k0f38TE5iF+HxeIY7iYCz7PuaxW8GnzYtdtXLjnWm2+7RGTOWU+MCbchq5bTOxxoxbbuBbWAWN5vpldnI8NCYvN8bjfmHuuhW9Moe3Yxn2D+uyGGfNYL9SBbUrPDuXm2Mjbt4V9bzfgGM/cxXq0r7d53hTOueawP8M6w5t11jGcy30RzkPvApuN4R7geoDJtj7cdj3U0HKG580Awzxem9YLOB/iZn1wnWsE17wWcWy4sLe5YUzUxRv3LK+xcJ7Fs7msAfLxxnUylzym75gxhNpy3PBaiN/yhjrgPPMW1sH5LQaP6buOsXYNPPLa5/mx4yGuw7hh7X39yef5PS2Wn3NMWcOxWDonBsSAGBADyzMg42x5zpVRDIgBMbBhwG4Cpuz5RoNvcvr+wx3nLT7fCNk57DmmFdd3nXPaGOQIb/r4RsFy4Jz947pw3Taex/Xadc7P1/n8VC54LvLbZvisfjtv+7FabVxsj5tN1Mkmg+XjG33OwTxZzKHrFg/7UB+bj5vP2Li+m33mCjeAyM//+DqObeM62Tzgm08zRGxO3545Q1xs4U0931RzTYY11rN9+XA+jNE3NvUGnbmxWJyDr/P5KZzzPOPJcg3ViTGsFzjjzTjEPtZXnLcPB9fD8dj84pzAbeN4Lucyk26oF0LcnAPHHI9rt3FWA/ZWR8gVXvO/vve6sVrCuFZDWCfGTdkYQ4iR8cfi8ly+zvNsTN8as+vYcwzD0HcdY+1aWLfNxR68Ije/t9g823PfjsVlbJzXYmHf17dWF8eYsoZtvvZiQAyIATFQlgEZZ2X5V3YxIAacM8D/4c3/QR7SwuP4RoP/Y5zP8/y+m4K+mDa37zpuSjkvj8PNim2cl8f0HcfmxTjh3Hydz0/lom8u1xqLyRi5FsOSsgefHMdy2tzwmp23/dB1i4U93yjaXNuzKWGmHd/ss67MFcePHTMn4VMpMObCc3idsnFtuDnGhhtXqwF4eEvtWZ4THvMTTMjTt4VmCPPOWjE3Fou55et83jD27fvmITdvQ3ViHNca4uXcjM/ic70p9YzFQ1yOyVhYd8SB1nwu7IUQt9Vse87Dtdt1rtXqCLniMbFjizVWSxjX5mHPdVodfH3omGsKMY7F5bmcd8oa64thNfddZz7Cum0uvzdwnPCY+3YsLnPCeTkmx7NaeM8xeF7smHNwDB2LATEgBsRAOQZknJXjXpnFgBgQA5sbffzH89B/LPN/XPPNCv/HOJsbTC3fSHCO2FM7PK8vp43BjQJicxzMsf/nnW9GOFbs2MwPxOZ5XK/lZcx8nc9P5YLnMr9cK5+3WsZqtXEpe46FvHYjhqewuI4wVjiPr/M8i8fX7Zi/EmZGA5tpMLlsY644fuzYTDiby0+AQCM2OLgHbHzfnp+GQ157es9qCPNanLGetXGx/RDPPD6sjXnnGNy7Np+55et83jD27Rk7z0Nu3lAXx+A6MY5rxTjehuZhHOftw8H1cDx7/+B8OOZ+5LkwbML5/J7HfCBOiDvM01e7jeNcVkfIFY8Jj7nPx2oJ41oN2HOdVgdfHzrmmliflLg8N5YXmIY+F5CDPzNiMfpyMB9h3Ygb8ok6MAf/uCcQH2NtG4vLXHNerrOvby0Hx+B5seOwZy2G9mJADIgBMVCOARln5bhXZjEgBsTAvhs+/g/ykBr+j2v8R75tfDNghoddsz3fcPJ/kPN/yPN5zAtvRjmnxbU9xrIhYjhCA8HGj+23vYmZiwvGyrjsa2BcPz+FZLj5+pTjkC/7qmF4Mwi+eYN23B98jc/zjSKPwXH4dc2wFh7P+aZiZqMMN8/cg6lf07Ra+OYbcfn1EFbM7+tZix3bhwZmX72MCfyzXtv29raccy3c18AX9lXIGdcKHLxxX4U8AC9fx7q0ra8efo/i8TYvfDIR/ckbr33k4F6wdWTjQ9x23vZcI47DjbEZp0PrJZzPr8dqGdKA67Q6OPbQMWMIMY7F5blDeYfWGOeY8tnDfIR1A+/Q9ZBr7veheYjL9XJe7rNY37IG265hjqFjMSAGxIAYKMeAjLNy3CuzGBADYmDfDSb/B3lITd/NChsRGIP/eLevu2HPxg6u880C3wzgBsCuYc83BJhnN0i4CcVNLm6WLQ9ukMIbV9Qf3uyiFr6JxXXUD3OKb763vYmZiwvDCgyMCzxYnTFuh/QzPcEdeMCNtvGHa3jNJh34tw16ILf9Q03gPOTdrts87O0c9qYvX+djNi9Yf9TLW8gz+GIs0BjnEI/1RgzUzDXxMcfgfH3HrA3Xy9xh7pSe7cuF86iP68Ux+gGY7Hq43sKemKu3UznnNY45vIV9FfYH1wqsvIU8YKz1JOfEOPSLbXyN62EtQ15RV7g2jHOLGxpXVh96MNxC3OF1rhHH4WaxsTcMYW+kvteN1TKkAdcJnMZ/yjpiDCFGjmv4mAOea9enrjHOgfVqvYc9r2XmGDUwH2Hd4XVwYlygPs6JuJYznBeLy3P5eqxvjSv0JMYaR7u8b1pM7cWAGBADYqAcAzLOynGvzGJADIiBfTfi/B/kITWxmxWMwc0SbhD4et9xGB83/X1jw/P2H//hjV44Dq/NXEJ94Y1FbDzOWXzMGbs5Ag6Lw5h24YJjci0peGO1hPrZaxs7tmcOMTe8mRyab7mw53F8o8hj7JifiOB5bHzY2NSei+UMzSXkgjEydeszS9BzvKVoGPLN8/m4jyPmi49D43Db3kYN23De19eIF/ISasW1AhNvjMe9p/0AACAASURBVHHoGDXz1lcPeBqKw9d4fXLs2BoJn2bC+BA3x8Ax14jjcOurZZv3urFahjTo68U+fhgHYwgxMv5YLJ5r10McPMaOeY3h2M6P7S0H6sexjQ/rxvXQnLKxsT33+1hc5oTzpuDm+rdZw6ybjsWAGBADYqAcAzLOynGvzGJADIiBzU0A/sOe/4M8pIb/w5//QxzjcNMZu2nkOTAmwqc0howm/Ac+GxyWc+wGN8yDHPy0CNfEx3xTte1NzC5c8I2RYTUNhm6I+UZtSD+LlXLjFLvZH7rRDG+gLRf2zDHfKPIYO+4zosK+wfiUnkNujAu3WB7WPxzf9xp1MT47RnzepvYsz40dD/WD1YD1GNaBWLl7O+R8qK/Dm/6wP7hWxOXNcGLft77BQRhzqB5eSxyfj0NTlGsK1wHmxfovxM0xcMw1xtY018PvFdu8143VMqRBX19zTSE2e80YQoyMPxaL59r1vlpsbOxzoe+9sO+zB7UzH2Hdhq2vH1ELX+PeHIvLnIR5x/rWOEJ94Gnssxp1xvrW8GkvBsSAGBADZRiQcVaGd2UVA2JADOwxwP8hHzNMjCb+j238h3q44aYN/4HO8fAf4PiP/Nh4m495uBm1+LhpQRycZ7OGTQDEQ1ybY3mGzI/YHORCbo6NujgvzLtw4xvk2I30NlywSRjDgfqZW4y3Gy/jIVZrWDu+OoT6+UYM/BkXFjOch9fgaawGXOfNaku9GeP4mDPUk8ZziAUxMG/o5g94Ed/+2VequPaUY+4FxArxW4xY/6HumNY2Z2gPndB7IQ6LCW5i21y9ncr5UF+Dc+sP7EO9wJnpE/Jq57EHFxhrXCAW8obxwMdQPbiOmkJeLd7Q2rC5XBfqiW2oy8YhdrhxT8XeXwwnYoTvXYgV6zXMQaxw/FgtGG+1xvCE7wnQaYwn1IhxFjdc42Ma8VxgtS2G29aDjeE91gg4gQaoBfjGPnvG1g/i2/sS64Q6wBXiG27uz7G4Yz0BzsGbYUEOwx6+F1h9qWuYOdOxGBADYkAMlGNAxlk57pVZDIgBMSAGxIBLBnDDbDewoSnjkpDGQJt22KcYNUvBY7MkNISWqkF5xIAYEANiQAyIgfUxIONsfZoKkRgQA2JADIiBahnAExdsvMjgqFaq3sJYv1qMM346C/XhtTYxIAbEgBgQA2JADMzBgIyzOVhUDDEgBsSAGBADYiCJAXyli40X/spUUgANKs4A61eLccZPMca+glmcNBUgBsSAGBADYkAMNMuAjLNmpVPhYkAMiAExIAbaY4B/Iyn2u03tIfJXcW3GWfgUI0w0bWJADIgBMSAGxIAYmIsBGWdzMak4YkAMiAExIAbEwCgD/APa2/44/2gSDcjKgGmIfQ1PDIY/sl/LU3BZRVBwMSAGxIAYEANiYDEGZJwtRrUSiQExIAbEgBgQA2JADIgBMSAGxIAYEANiQAy0xICMs5bUUq1iQAyIATEgBsSAGBADYkAMiAExIAbEgBgQA4sxIONsMaqVSAyIATEgBsSAGBADYkAMiAExIAbEgBgQA2KgJQZknLWklmoVA2JADIgBMSAGxIAYEANiQAyIATEgBsSAGFiMARlni1GtRGJADIgBMSAGxIAYEANiQAyIATEgBsSAGBADLTEg46wltVSrGBADYkAMiAExIAbEgBgQA2JADIgBMSAGxMBiDMg4W4xqJRIDYkAMiAExIAbEgBgQA2JADIgBMSAGSjBwzz33dFdddVV3ww037KW/7rrr9l4/9NBDJcpRzoYYkHHWkFgqVQyIATEgBsSAGBADYkAMiAExIAbEgBiYzsC2xtnVV1+9Z7BNz5g+Y4kcd9xxxx4O8KBtGgMyzqbxpdFiQAyIATEgBsSAGBADYkAMiAExIAbEQGMMyDiTcbZty8o425Y5zRMDYkAMiAExIAbEgBgQA2JADIgBMSAGsjHw5JNP7j0lha9V2mZfscQ1bGaI4YkqbPgqJr6Saf/sq5g2ru+rmjzPxlgM2yM34uG1PcGFY9vsyTEbb+ex5/G4bk9+2VjbI4fh5jmGty8H5uGa4UQ8nMPG2CyPxeMaw7E2H+c5LsfGNcvN9eKc4cB41Nbq9prCrSJQ3WJADIgBMSAGxIAYEANiQAyIATEgBsTAKhkwo8jAmfFjxpOZNTC0YBDhtW1s2JjxY6YYjB1cxzw2wzAXY3AOW5jfxmKu1RAbh+tmPFmNNt6MLDOvwhxsODEejLO6rI4Qj70Oc4av98AF/2N1WQ68xrFxZ7WM5bY4qBdbOD9IW/1LGWfVS6QCxYAYEANiQAyIATEgBsSAGBADYkAM+GTADB+YNWYowZAyg8gMsBg7bEiZeRPOY2PIjB6OxTFw3kwjM8X4nMXGOTOPUHNfDDOiwuuGM1aP1WZjrA7jAfVhM7yWw3jE+b6NjUYeE9aHa3wuzG25LLdxxvxw/NqPZZzVrpDqEwNiQAyIATEgBsSAGBADYkAMiAEx4JQBM11gwsD0gUmDYzOVYPaYIWNmEs7xP1BnRpKNDc0eM7psntHNBhHOWT2Yb5uds7m8Z+OMz+PYjKUwh+EwjJbHMHAcqyPEY2MNL3JhHs73bbge5sTYsL7wXJjbchk+48dq7ctf63kZZ7Uqo7rEgBgQA2JADIgBMSAGxIAYEANiQAyIgT3jBqYLTCD8MyPGzCEzg2DwsPHDho+NNSMpNHuM5tD04RgYY7nZBLJzFtti2T6MYedtH16PGWd2znLYa6sjxBPiNVzGleXmvYwzZuO1Yxlnr3GhIzEgBsSAGBADYkAMiAExIAbEgBgQA2KgMgZgFpmpY8aPvcbeNjuH12Ys2fXQSGKjCdfCp6PstY1DPGxmkplhZblD88vOYz9mWoU5rHbEtM3ymnFmeKwOi4Fx2Ox6ON5wYYzxirH82mJgLI7D+i22xQpz23i7brVbrXvJGvqf1zqsoaJVqhgQA2JADIgBMSAGxIAYEANiQAyIATHggwEzamCCmYFlZg2bMTwOY20MWLJrZiTZNTOJzPiyecasmT523l5zXhuLMfyPx5hJxdcNi8W0HDHjDDk4BurFP8sR4gnxYj5jRA6Lh7G2WRzUYlyFuXHNTDFcsznGpYwzY1N7MSAGxIAYEANiQAyIATEgBsSAGBADYkAMiAExsGIGDjxx9sQTT3S33XZbd+jQoe7aa6/d+3f48OHu3nvvPUDDzTffvBljY21/9OjRA+NjJ44fP97deOONmzjIi7nPPffcgeG5xh5I1HVdrlxT4sbq0jkxIAbEgBgQA2JADIgBMSAGxIAYEANiQAyIgWUYOGCcXX/99RsTy0ww24dmGBteNsb24dgYHJhxNj7cIzZvucZyDjvOlWtKXKtFezEgBsSAGBADYkAMiAExIAbEgBgQA2JADIiBMgwcMM7wxBcMHnvi69ixYxtzKzSzzDhLMclCeIhvJh2eaMNr/OOn2B588MG9abnGhjXhda5cU+LG6tI5MSAGxIAYEANiQAyIATEgBsSAGBADYkAMiIFlGThgnMXS29Ngcxpn+MqixcWxbSdOnNicP3LkyN7pXGMtJ+9z5ZoSl+vRsRgQA2JADIgBMSAGxIAYEANiQAyIATEgBsRAGQYGjTP7vTMzuMIny3Z54gyxLC6exuLNzptRl2ss57TjXLmmxLVatBcDYkAMiAExIAbEgBgQA2JADIgBMSAGxIAYKMdA1Dgz44r3+PpmuJlxxuOGftyf5/NXMvk8ji2eGWe5xoZ58TpXrilxY3XpnBgQA2JADIgBMSAGxIAYEANiQAyIATEgBsTAsgwkG2f4PbLQPIsZZ2Z64XfLhjaeG46zGGac5Rob5sXrXLmmxI3Vtc25733ve913v/tdN/+efvppN1ihqye8nrB609YbXvXyej+TpO16tdX7lLRFD6zln6f3Kk9Y9T61njUae69RL+/X99y5c9vYIzvNiRpnFhFfoYRZZj/iD0MLX9/s2/A7XjzWftw/Nn6KkZRrbEt1xWodO4dF52kT3vWqLW3Xqy2QedLXE1Zpq3W7JgY8rV1PWL29T3nDq15e07vwfizSdj8fa3tVo76DxpkJgB/pt6fA8FtdQxv/ltfQWB7X9xtn+HojtlxjYzhy5ZoSN1bXNudqbLhtcKTOEd5UptobJ23b02xKxZ709YQVPeAJryes3rT1hle9POUTrL2xnvT1hFXvU+2txSkVq5ensJVnbJJxxqYPjoc2NtnCr3byvGPHjm3MODypZhueaDOTDmOw5RprOXmfK9eUuFzPLsdaYLuwV/9cT/p6worOE97619+2FUrbbZmrf560rV+jXSr0pK8nrOgJ4d1lZdQ9V9rWrc8u1UnbXdirf26N+u4zzvDVSnwtko0snOOvX9pXNWNj+auamMNPkpmhZr99xgYZzmEs/vGP6FuuXGPRMrXWNUc719hwc+DqiyG8fcy0f17atq/hEAJP+nrCCs094fWE1Zu23vCql4c+sdq/5klfT1j1PtX+2hxCoF4eYmeZaweMM3vaK7aHyWTbiRMnNk+GxcaGT5vFfqfMTKvY/PDJtlxja63LeN5lrwW2C3v1z/Wkryes6DzhrX/9bVuhtN2WufrnSdv6NdqlQk/6esKKnhDeXVZG3XOlbd367FKdtN2Fvfrn1qjvPuMMFOKpMX7qC0+O4XXsh/5xLnWsGVT2xJnJBYPs0KFDGxMO10PTLefYWusyzLvsa2y4XfCMzRXeMYbavS5t29UupXJP+nrCCu094fWE1Zu23vCql1M+udod40lfT1j1PtXumkypXL2cwlLeMQeMsxzp8BVM+7onfw00R64pMWutawqGobFaYEPstH/Nk76esKIzhbf99dmHQNr2MdP+eWnbvoZDCDzp6wkrNBfeoc5v+5q0bVu/oeql7RA77V+rUd9FjDP74wJ4Oq2mrda65uKoxoabC1ssjvDGWFnHOWm7Dh37UHjS1xNW6O0Jryes3rT1hle93PdptY7znvT1hFXvU+tYn30o1Mt9zCx3fhHjDF/FxD884VXTVmtdc3GkBTYXk3XG8aSvJ6zoNuGtc83NUZW0nYPFOmNI2zp1masqT/p6wor+EN65Vkl9caRtfZrMVZG0nYvJOuPUqO8ixlmdcqy/qhobLifrwpuT3bKxpW1Z/nNn96SvJ6zoG094PWH1pq03vOrl3J96ZeN70tcTVr1PlV1XubOrl3MzPB5fxtk4R82O0AJrVrqkwj3p6wkrxBfepCXQ5CBp26RsSUVL2ySamh3kSV9PWNGQwtvsshwtXNqOUtTsAGnbrHRJhdeor4yzJOnaHFRjw+VkUnhzsls2trQty3/u7J709YQVfeMJryes3rT1hle9nPtTr2x8T/p6wqr3qbLrKnd29XJuhsfjyzgb56jZEVpgzUqXVLgnfT1hhfjCm7QEmhwkbZuULaloaZtEU7ODPOnrCSsaUnibXZajhUvbUYqaHSBtm5UuqfAa9ZVxliRdm4NqbLicTApvTnbLxpa2ZfnPnd2Tvp6wom884fWE1Zu23vCql3N/6pWN70lfT1j1PlV2XeXOrl7OzfB4fBln4xw1O0ILrFnpkgr3pK8nrBBfeJOWQJODpG2TsiUVLW2TaGp2kCd9PWFFQwpvs8tytHBpO0pRswOkbbPSJRVeo74yzpKka3NQjQ2Xk0nhzclu2djStiz/ubN70tcTVvSNJ7yesHrT1hte9XLuT72y8T3p6wmr3qfKrqvc2dXLuRkejy/jbJyjZkdogTUrXVLhnvT1hBXiC2/SEmhykLRtUrakoqVtEk3NDvKkryesaEjhbXZZjhYubUcpanaAtG1WuqTCa9RXxlmSdG0OqrHhcjIpvDnZLRtb2pblP3d2T/p6woq+8YTXE1Zv2nrDq17O/alXNr4nfT1h1ftU2XWVO7t6OTfD4/FlnI1z1OwILbBmpUsq3JO+nrBCfOFNWgJNDpK2TcqWVLS0TaKp2UGe9PWEFQ0pvM0uy9HCpe0oRc0OkLbNSpdUeI36yjhLkq7NQTU2XE4mhTcnu2VjS9uy/OfO7klfT1jRN57wesLqTVtveNXLuT/1ysb3pK8nrHqfKruucmdXL+dmeDy+jLNxjpodoQXWrHRJhXvS1xNWiC+8SUugyUHStknZkoqWtkk0NTvIk76esKIhhbfZZTlauLQdpajZAdK2WemSCq9RXxlnSdK1OajGhsvJpPDmZLdsbGlblv/c2T3p6wkr+sYTXk9YvWnrDa96OfenXtn4nvT1hFXvU2XXVe7s6uXcDI/Hl3E2zlGzI7TAmpUuqXBP+nrCCvGFN2kJNDlI2jYpW1LR0jaJpmYHedLXE1Y0pPA2uyxHC5e2oxQ1O0DaNitdUuE16ivjLEm6NgfV2HA5mRTenOyWjS1ty/KfO7snfT1hRd94wusJqzdtveFVL+f+1Csb35O+nrDqfarsusqdXb2cm+Hx+DLOxjlqdoQWWLPSJRXuSV9PWCG+8CYtgSYHSdsmZUsqWtom0dTsIE/6esKKhhTeZpflaOHSdpSiZgdI22alSyq8Rn1lnCVJ1+agGhsuJ5PCm5PdsrGlbVn+c2f3pK8nrOgbT3g9YfWmrTe86uXcn3pl43vS1xNWvU+VXVe5s6uXczM8Hl/G2ThHzY549tlnm619m8KFdxvW2pgjbdvQadsqPenrCSv6wRNeT1i9aesNr3p520+zNuZ50tcTVr1PtbH+tq1Svbwtc/PNk3E2H5fVRdICq06SWQvypK8nrGgS4Z11qVQVTNpWJcesxUjbWemsLpgnfT1hRaMJb3XLbbaCpO1sVFYXSNpWJ8msBdWor4yzWSWuK1iNDZeTIeHNyW7Z2NK2LP+5s3vS1xNW9I0nvJ6wetPWG171cu5PvbLxPenrCavep8quq9zZ1cu5GR6PL+NsnKNmR2iBNStdUuGe9PWEFeILb9ISaHKQtG1StqSipW0STc0O8qSvJ6xoSOFtdlmOFi5tRylqdoC0bVa6pMJr1FfGWZJ0bQ6qseFyMim8OdktG1valuU/d3ZP+nrCir7xhNcTVm/aesOrXs79qVc2vid9PWHV+1TZdZU7u3o5N8Pj8WWcjXPU7AgtsGalSyrck76esEJ84U1aAk0OkrZNypZUtLRNoqnZQZ709YQVDSm8zS7L0cKl7ShFzQ6Qts1Kl1R4jfrKOEuSrs1BNTZcTiaFNye7ZWNL27L8587uSV9PWNE3nvB6wupNW2941cu5P/XKxvekryesep8qu65yZ1cv52Z4PL6Ms3GOmh2hBdasdEmFe9LXE1aIL7xJS6DJQdK2SdmSipa2STQ1O8iTvp6woiGFt9llOVq4tB2lqNkB0rZZ6ZIKr1FfGWdJ0rU5qMaGy8mk8OZkt2xsaVuW/9zZPenrCSv6xhNeT1i9aesNr3o596de2fie9PWEVe9TZddV7uzq5dwMj8eXcTbOUbMjtMCalS6pcE/6esIK8YU3aQk0OUjaNilbUtHSNommZgd50tcTVjSk8Da7LEcLl7ajFDU7QNo2K11S4TXqK+MsSbo2B9XYcDmZFN6c7JaNLW3L8p87uyd9PWFF33jC6wmrN2294VUv5/7UKxvfk76esOp9quy6yp1dvZyb4fH4Ms7GOWp2hBZYs9IlFe5JX09YIb7wJi2BJgdJ2yZlSypa2ibR1OwgT/p6woqGFN5ml+Vo4dJ2lKJmB0jbZqVLKrxGfWWcJUnX5qAaGy4nk8Kbk92ysaVtWf5zZ/ekryes6BtPeD1h9aatN7zq5dyfemXje9LXE1a9T5VdV7mzq5dzMzweX8bZOEfNjtACa1a6pMI96esJK8QX3qQl0OQgadukbElFS9skmpod5ElfT1jRkMLb7LIcLVzajlLU7ABp26x0SYXXqK+MsyTp2hxUY8PlZFJ4c7JbNra0Lct/7uye9PWEFX3jCa8nrN609YZXvZz7U69sfE/6esKq96my6yp3dvVybobH48s4G+eo2RFaYM1Kl1S4J309YYX4wpu0BJocJG2blC2paGmbRFOzgzzp6wkrGlJ4m12Wo4VL21GKmh0gbZuVLqnwGvWVcZYkXZuDamy4nEwKb052y8aWtmX5z53dk76esKJvPOH1hNWbtt7wqpdzf+qVje9JX09Y9T5Vdl3lzq5ezs3weHwZZ+McNTtCC6xZ6ZIK96SvJ6wQX3iTlkCTg6Rtk7IlFS1tk2hqdpAnfT1hRUMKb7PLcrRwaTtKUbMDpG2z0iUVXqO+Ms6SpGtzUI0Nl5NJ4c3JbtnY0rYs/7mze9LXE1b0jSe8nrB609YbXvVy7k+9svE96esJq96nyq6r3NnVy7kZHo8v42yco2ZHaIE1K11S4Z709YQV4gtv0hJocpC0bVK2pKKlbRJNzQ7ypK8nrGhI4W12WY4WLm1HKWp2gLRtVrqkwmvUV8ZZknRtDqqx4XIyKbw52S0bW9qW5T93dk/6esKKvvGE1xNWb9p6w6tezv2pVza+J309YdX7VNl1lTu7ejk3w+PxZZyNc9TsCC2wZqVLKtyTvp6wQnzhTVoCTQ6Stk3KllS0tE2iqdlBnvT1hBUNKbzNLsvRwqXtKEXNDpC2zUqXVHiN+so4S5KuzUE1NlxOJoU3J7tlY0vbsvznzu5JX09Y0Tee8HrC6k1bb3jVy7k/9crG96SvJ6x6nyq7rnJnVy/nZng8voyzcY6aHaEF1qx0SYV70tcTVogvvElLoMlB0rZJ2ZKKlrZJNDU7yJO+nrCiIYW32WU5Wri0HaWo2QHStlnpkgqvUV8ZZ0nStTmoxobLyaTw5mS3bGxpW5b/3Nk96esJK/rGE15PWL1p6w2vejn3p17Z+J709YRV71Nl11Xu7Orl3AyPx5dxNs5RsyO0wJqVLqlwT/p6wgrxhTdpCTQ5SNo2KVtS0dI2iaZmB3nS1xNWNKTwNrssRwuXtqMUNTtA2jYrXVLhNeor4yxJujYH1dhwOZkU3pzslo0tbcvynzu7J309YUXfeMLrCas3bb3hVS/n/tQrG9+Tvp6w6n2q7LrKnV29nJvh8fgyzsY5anaEFliz0iUV7klfT1ghvvAmLYEmB0nbJmVLKlraJtHU7CBP+nrCioYU3maX5Wjh0naUomYHSNtmpUsqvEZ9ZZwlSdfmoBobLieTwpuT3bKxpW1Z/nNn96SvJ6zoG094PWH1pq03vOrl3J96ZeN70tcTVr1PlV1XubOrl3MzPB5fxtk4R82O0AJrVrqkwj3p6wkrxBfepCXQ5CBp26RsSUVL2ySamh3kSV9PWNGQwtvsshwtXNqOUtTsAGnbrHRJhdeor4yzJOnaHFRjw+VkUnhzsls2trQty3/u7J709YQVfeMJryes3rT1hle9nPtTr2x8T/p6wqr3qbLrKnd29XJuhsfjyzgb56jZEVpgzUqXVLgnfT1hhfjCm7QEmhwkbZuULaloaZtEU7ODPOnrCSsaUnibXZajhUvbUYqaHSBtm5UuqfAa9ZVxliRdm4NqbLicTApvTnbLxpa2ZfnPnd2Tvp6wom884fWE1Zu23vCql3N/6pWN70lfT1j1PlV2XeXOrl7OzfB4fBln4xw1O0ILrFnpkgr3pK8nrBBfeJOWQJODpG2TsiUVLW2TaGp2kCd9PWFFQwpvs8tytHBpO0pRswM8avvyU4905x/4UHfm6Nv2/p26/ZruhTt/sjv3sZu688ePdLi+lq1GfWWcraW7IjhqbLhImbOdEt7ZqKwukLStTpJZC/KkryesaBJPeD1h9aatN7zq5Vk/4qoL5klfT1j1PlXdUputIBhiJ9//lu75W98w+g+m2qXHPj9b7lKBaly7Ms5KdcMCeWtsuJywhTcnu2VjS9uy/OfO7klfT1jRN57wesLqTVtveNXLuT/1ysb3pK8nrHqfKruucmXHE2Yphlk4BvNa3mpcuzLOWu6okdqfeeaZkRHruiy869KT0UhbZmN9x5709YQVneoJryes3rT1hle9vL7PWUbkSV9PWPU+xV2+juMX73vXVqaZmWhn7357s0TUuHZlnDXbTuOF19hw41VvP0J4t+eu9pnStnaFdqvPk76esKIrPOH1hNWbtt7wqpd3+0yrfbYnfT1h1ftU7StvWn0XvvTRnUwzM8/w22ctbjWuXRlnLXZSYs01Nlxi6VsNE96taGtikrRtQqati/SkryesaAhPeD1h9aatN7zq5a0/zpqY6ElfT1j1PtXE8ksqEr9pZsbXHPsWf/OsxrUr4yypfdscVGPD5WRSeHOyWza2tC3Lf+7snvT1hBV94wmvJ6zetPWGV72c+1OvbHxP+nrCqvepsutqzuz4iuUchpnFwF/ebG2rce3KOGutiybUW2PDTSh/8lDhnUxZMxOkbTNSbVWoJ309YUUzeMLrCas3bb3hVS9v9VHWzCRP+nrCqvepZpbgYKGXn3l8VtPMzDM8xdbSVuPalXHWUgdNrLXGhpsIYdJw4Z1EV1ODpW1Tck0u1pO+nrCiETzh9YTVm7be8KqXJ3+MNTXBk76esOp9qqll2Fvstn9F0wyyvj3+0EBLW41rV8ZZSx00sdYaG24ihEnDhXcSXU0NlrZNyTW5WE/6esKKRvCE1xNWb9p6w6tenvwx1tQET/p6wqr3qaaWYW+x5z52U5Ynzlr7umaNa1fGWW/btn+hxobLyarw5mS3bGxpW5b/3Nk96esJK/rGE15PWL1p6w2vejn3p17Z+J709YRV71Nl19Vc2WFw9T01tsv5U7dfM1eJi8Spce3KOFtE+jJJamy4nEwIb052y8aWtmX5z53dk76esKJvPOH1hNWbtt7wqpdzf+qVje9JX09Y9T5Vdl3NlX0Xc2xs7lw1LhGnxrUr42wJ5QvlqLHhclIhvDnZLRtb2pblP3d2T/p6woq+8YTXE1Zv2nrDq17O/alXNr4nfT1h1ftU2XU1V/ZcT5w9/2s/3F38yqe6V898d65Ss8apce3KOMsqedngNTZcTkaENye7SNLYjgAAIABJREFUZWNL27L8587uSV9PWNE3nvB6wupNW2941cu5P/XKxvekryesep8qu67myn727rfn+armO9+wiXvmQz/bvfS5D3Q1/6XNGteujLO5urzCODU2XE6ahDcnu2VjS9uy/OfO7klfT1jRN57wesLqTVtveNXLuT/1ysb3pK8nrHqfKruu5sp+/viRjcE19tXLadd/MBr31O0/0p37+H/tLj7yR92rL3xnLhg7x6lx7co421nWegPU2HA52RLenOyWjS1ty/KfO7snfT1hRd94wusJqzdtveFVL+f+1Csb35O+nrDqfarsupor++VnHo8aXNNMsteeLrN5L/7Rrd3Zj/yn0dinP/i27vyfva97+e8engvSVnFqXLsyzraSso1JNTZcTuaENye7ZWNL27L8587uSV9PWNE3nvB6wupNW2941cu5P/XKxvekryesep8qu67mzH7m6NtGDS4zxFL2+N20KxfO7pV45dJL3aXHPt+9+P/9RvfCe39qMM+pX//h7tzHbuoufvkT3SvPf2tOiKOxaly7Ms5GZWt3QI0Nl5NN4c3JbtnY0rYs/7mze9LXE1b0jSe8nrB609YbXvVy7k+9svE96esJq96nyq6rObNf+tuHBg2tFLOMxwz9ltkr3/16d+Evfr87+3v/T/f8O39oMO/pD/x0d/4zR7qXn/hi1736ypyQD8R69pE/7c4/8KEOJiL+nbr9mg4GIIw8fJ11CNOBYDOdkHE2E5E1htGHRY2qzFeTJ309YUWHCO9866S2SNK2NkXmq0fazsdljZE86esJK3pNeGtccfPUJG3n4bHGKGvV9spLZ7ozR39m0MBiU2zsGCZT6nbl8qXu5ccf7M7/yR3d6ff/m+Eabvvn3dmP/ufuwv++p3vlH76RmmJ0HAyx1CfuMA5Pzy21yThbiukCedb6htJHpfD2MdP+eWnbvoZDCDzp6wkrNPeE1xNWb9p6w6teHvrEav+aJ309YdX7VPtrs7vyajfnX9XE01n2Fc1t2IEhBmMMBtnzt/3zQSMNRhsMNxhvMOC22fCE2ZgRGLuOeUtsB4yzJ554orvtttu6Q4cOdddee+3ev8OHD3f33ntvtJ7jx493N95442Ys5h09erR77rnnouPDk1Pm5xob1oTXuXJNiRura8o5fVhMYau9sZ709YQVnSi87a3H1IqlbSpT7Y2Ttu1pNqViT/p6wooeEN4pK6GtsdK2Lb2mVLtGbc/9wX/ZZxxd/Ks/3vtaYswsGjuHJ812Mc0OaPHqK3tf0cRXNfGVzcH87/yhva9+4iug+Cpoyvbife8ajnnrwT94wDXAcMy9HTDOrr/++o0JZsaZ7WGI8QYzza6Fe5hpY9uU+bnGxmrMlWtK3FhdU8+t8Q1liAPhHWKn7WvStm39xqr3pK8nrNDdE15PWL1p6w2vennsU6vt65709YRV71Ntr0v81Us2gi48fM8GEL6+ePI9P7HvOo/lYxhIS3x9EX8sAH80AE+14Y8IcA3h8en3/tTeHyNAXfjjBOF24UsfHZwfxut7PeVrqWENKa8PGGd4YgwGjz0xduzYsY05xmYYrpvJhifS8Br/br755s34Bx98sLeGKfNzjY0VlyvXlLixurY5pw+LbVhrZ44nfT1hRQcKbzvrcGql0nYqY+2Ml7btaLVNpZ709YQVvSC826yINuZI2zZ02qbKNWmLrziyGfTSn//uAUqAF8YTzCGYY/ixfMzBHr/1hfOXn3l83qfMDlTRf+Llv3u4O/9n7+tOf3D8L4Ke/ch/6i489JHulWce3/uRf8a+63FO0/CAcRajw54mY+MMXzm08zi27cSJE5vzR470/xjdlPm5xlrNvM+Va0pcrmeX4zW9oaTwILwpLLU5Rtq2qVtq1Z709YQV+nvC6wmrN2294VUvp356tTnOk76esOp9qs31+NL//K19phnMp9jWUi+/+sJ3uouP/FF37uP/tTt1+4/swxcaY6du+xeD18PxY6/xlzdzbYPGmf3emRlk/FVNHNt5PE3Fm51no42v43jK/Fxjw5pqritW69i5lhbYGJaU68KbwlKbY6Rtm7qlVu1JX09Yob8nvJ6wetPWG171cuqnV5vjPOnrCavep9pbj3jqio2gF+9/dy+IlnsZXzV96XMf6M586Gf34T35K8O/W8bcTDlGvhxb1Dgz44v3+Pomb/yVTD6PY5s3ZJxNmZ9rbFg3XufKNSVurK5tzrW8wIR3nAFP+nrCCuWFd7z/Wx0hbVtVbrxuaTvOUcsjPOnrCSt6UnhbXpnDtUvbYX5avtq6thcf+cN9JtK5T/zioByt4zVwr575bnfxK5/qgPf5mZ82M3MNf2ggx5ZsnOH3zNg8gylmBllYmJ0fMs6mzM81Nqwbr3PlmhI3Vtc259aywFKxC28qU+2Nk7btaTalYk/6esKKHvCE1xNWb9p6w6tenvIJ1t5YT/p6wqr3qXbW4qW//tN9ptnZ3xv/o4pr7GX8YQEzu+bc5/q6ZtQ4s7bDVzBhltkfAYAhhq9vYtvVCJoyP9dYw8n7XLmmxOV6djl+6qmnuu985ztu/j322GNusEJXT3g9YfWmrTe86uX1fiZJ2/Vqq/cpaYseWMs/T+9VnrDqfaqNNfrs/75/n1n0Dx/8d913nv7G6PvLGns59S+FTjXV8AcTcmyDxpklxI/821Nk9jtnKb87hq8n9m1T5ucaG6stV64pcWN1bXNujc70EA/CO8RO29ekbdv6jVXvSV9PWKG7J7yesHrT1hte9fLYp1bb1z3p6wmr3qfqX5eXn3604x/DP/2Bn+5ePXcyqfA19vJUQ2zK+CRSJw5KMs7Y9MExtmPHjm3MNPzFSNvwRJqZbBjTt02Zn2tsrLZcuabEjdW1zbk1LrAhHoR3iJ22r0nbtvUbq96Tvp6wQndPeD1h9aatN7zq5bFPrbave9LXE1a9T9W9Ll957uvdC3f86OZpsxeO/ET3yslvJhe9xl7GVyqnmGGpYxf5quaDDz649xVMNsJwLvZVTTbIDh8+3OFrnfjHP4JvX+tER9hTaxiLbcr8XGNrrmuPpB3/Z40LbIgS4R1ip+1r0rZt/caq96SvJ6zQ3RNeT1i9aesNr3p57FOr7eue9PWEVe9T9a7LV08/251+35s3JtGpd/9Id/nbfzOp4DX28tm7377hJNUUSxl35ujbJnGbOnjfE2cwyexpsdge5hdvZobFxtqTaTY+9htfU+bnGltrXcbbLvs1LrAhPoR3iJ22r0nbtvUbq96Tvp6wQndPeD1h9aatN7zq5bFPrbave9LXE1a9T9W5Lq9cPNeduetn9xlELz/55cnFrrGXzx8/so+XFFMsZQzi5tj2GWdIgKfN+KkxPG2G1zDVYhsMskOHDm0MNzxRxn990+aYQWVPnNn51PkYn2NsrXUZP7vs17jAhvgQ3iF22r4mbdvWb6x6T/p6wgrdPeH1hNWbtt7wqpfHPrXavu5JX09Y9T5V57o8++Gf22cOXfraA1sVusZevvzM4/u4STHFUsZceuzzW3E8NumAcTY2YZvr+Aqnfd2Tvwa6Taw559Ra11wY17jAhrgR3iF22r4mbdvWb6x6T/p6wgrdPeH1hNWbtt7wqpfHPrXavu5JX09Y9T5V37o8d8879hlDF//y/q2LXGsv42uVKWZY6hj8vtmVC2e35nlo4iLGGZ4Uw9c5h/7K5lCRua7VWtdceNe6wPr4Ed4+Zto/L23b13AIgSd9PWGF5p7wesLqTVtveNXLQ59Y7V/zpK8nrHqfqmttvnjfu/YZQhe+9Ac7FbjWXp77qbOXn3pkJ56HJi9inOGrnPiHJ7xq2mqtay6OvvOd78wVqok4wtuETFsVKW23oq2ZSZ709YQVDegJryes3rT1hle93MzH51aFetLXE1a9T221HLJMOn/8v+8zzV76wm/vnGfNvRyajKlPl4Xjcv22mYm3iHFmybRfloE1L7AYk8IbY2Ud56TtOnTsQ+FJX09YobcnvJ6wetPWG171ct+n1TrOe9LXE1a9T9WxPl964EP7TLPzn7lzlsLW3su7/oXNcx+7KdtXNE1AGWfGxAr3a19goWTCGzKyntfSdj1axpB40tcTVmjtCa8nrN609YZXvRz7pFrPOU/6esKq96nya/TCX/z+PtPsxU/dNltRHnp527+yiXm5fteMBZRxxmys7NjDAmPJhJfZWNextF2XniEaT/p6wgqdPeH1hNWbtt7wqpfDT6l1vfakryesep8qu04vnrhvn2l27uM3z1qQl17Gb5ThB/7Dr2HGXuMptVx/QTMmnoyzGCsrOedlgZlcwmtMrG8vbdenKSPypK8nrNDYE15PWL1p6w2vepk/odZ37ElfT1j1PlVurV76m8/uM3rOHvu/Zy/GWy8/+8U/7PAkGcyxU7dfs8cv9vgrnDiPPyqwxFNmLKSMM2ZjZcfeFpjwrqyBCY60JTJWeOhJX09Y0aqe8HrC6k1bb3jVyyv8oCVInvT1hFXvU9TkCx6+/PUv7TPNzvz2v++uXHpp9grUy7NTOjmgjLPJlLUzQQusHa22qdSTvp6woheEd5sV0cYcaduGTttUKW23Ya2dOZ709YQVHSi87azDqZVK26mMtTO+Bm0v//1fd6d+/Yc3xtnp3/y33atnv5eFxBrwZgHWE7RGvDLOesRaw+kaGy4nr8Kbk92ysaVtWf5zZ/ekryes6BtPeD1h9aatN7zq5dyfemXje9LXE1a9Ty27rl753lPdC+/58Y1phmOcy7Wpl3Mxmx5Xxlk6V82N1AJrTrJJBXvS1xNWNIHwTloKTQ2Wtk3JNalYaTuJruYGe9LXE1Y0ovA2txyTC5a2yVQ1N7CktniqDE+X2Q/W46kzPH2WcyuJNyeuvtg14pVx1qfWCs7X2HA5aRXenOyWjS1ty/KfO7snfT1hRd94wusJqzdtveFVL+f+1Csb35O+nrDqfWqZdYXfL8PvmJlphj1+5yz3pl7OzfB4fBln4xw1O0ILrFnpkgr3pK8nrBBfeJOWQJODpG2TsiUVLW2TaGp2kCd9PWFFQwpvs8tytHBpO0pRswNKaYu/mMmmGf6i5hJbKbxLYIvlqBGvjLOYUis5V2PD5aRWeHOyWza2tC3Lf+7snvT1hBV94wmvJ6zetPWGV72c+1OvbHxP+nrCqvep/Ovq3Mdv3meaXTxxX/6k/5RBvbwY1b2JZJz1UtP+BS2w9jUcQuBJX09YobnwDnV+29ekbdv6DVUvbYfYaf+aJ309YUVnCm/767MPgbTtY6b980tr++Knbttnml34i99flMSl8S4KLpKsRrwyziJCreVUjQ2Xk1vhzclu2djStiz/ubN70tcTVvSNJ7yesHrT1hte9XLuT72y8T3p6wmr3qfyravzn7lzn2n20gMfypesJ7J6uYeYBU/LOFuQ7KVTaYEtzfiy+Tzp6wkrukh4l11LS2aTtkuyvWwuabss30tn86SvJ6zoI+FdejUtl0/aLsf10pmW0valL/z2PtPs/PH/vjTUvXxL4S0CLpK0RrwyziJCreVUjQ2Xk1vhzclu2djStiz/ubN70tcTVvSNJ7yesHrT1hte9XLuT72y8T3p6wmr3qfmX1cXvvQH+0yzF+971/xJEiOqlxOJyjhMxllGckuH1gIrrUDe/J709YQVXSO8eddOyejStiT7eXNL27z8lo7uSV9PWNFXwlt6deXLL23zcVs6cm5tL/7l/ftMs3P3vKMo5Nx4i4KLJK8Rr4yziFBrOfXtb397LVCScAhvEk1NDpK2TcqWXLQnfT1hRQN4wusJqzdtveFVLyd/fDU50JO+nrDqfWq+5Xjpaw/sM83Ofvjn5gs+IdJDDz3U3XDDDd3VV1/dXXXVVXv/rrvuuu7Tn/70gShPPvnk3tjXv/71m7Fvfetbu0cfffTA2NiJkydPdnfccce+XG984xujuTDfxmOM1Ybje+65ZxMeue1abL8ZGDmIrV3gsTjAGcNmPNi4u+6660D0beuScXaAyvWciDXcetAdRCK8BzlZyxlpuxYl4zg86esJK9T2hNcTVm/aesOrXo5/Vq3lrCd9PWHV+9Q8K/TlJ7+8zzQ7c9fPdlcunpsn+IQoY+YOm2cYy4aZmUbY4zzMpKENJhgbYDwfx5wLcYbGw9izDcZfGItf27jYPly7qIHn4hjxbUNNMBnDMTADw23bumSchUyu6HXYcCuCFoUivFFaVnFS2q5Cxl4QnvT1hBWCe8LrCas3bb3hVS/3flyt4oInfT1h1fvU7svz8rf/pjv17h/ZGGen3/fm7tXTz+4eeIsIMHf4ia+vfvWr+8wtNqhwDMMIJpmZSWw0wVAa2mAumeFkT2jBbDMzDk+88Wb5MMfG4zoMPDbZ2KDi+SnHvHZhitlTd2zwGVbEwzHqveWWW/aeejM8Y8ZZSi02RsaZMbHCPTfcCuEdgCS8ByhZzQlpuxopo0A86esJK8T2hNcTVm/aesOrXo5+VK3mpCd9PWHV+9RuS/SVk9/sXjjyExvT7IU7frR75bmv7xZ0xtnoZTbD2Dgzkyg0yMzggqE0tNm40CBjQw2mGDYYapYvZkpxnrmMM6sDddoxamDjDHlhsGHjvLEa+TrXO3Ys42yMoYav68OiYfESSvekryeskF54ExZAo0OkbaPCJZQtbRNIaniIJ309YUVLCm/DC3OkdGk7QlDDl+fU9tVzJ7vTH/jpjWl26rZ/0V1+Ou23wZaiEHjx+2FmWsWMMzxtxRte23g+Hx6bcYanuXhjo85MKjxhZjHHvgK6rUGFGkxfNupg3g0ZZ1Y755VxZqxoP8iANdzgoBVdFN4ViRlAkbYBISt76UlfT1jRpp7wesLqTVtveNXLK/uQDeB40tcTVr1PBY2e+PLK5Yvdmd89vDHNnr/1Dd3LT3wxcfZyw9DLZnDBuOIf4eevVJqZBZOJxw9Vyj+6bwYZ4rDxZufZuMKxfYUSNYV/jIANLDPbbJzF66vL1q5hsKfpOH9fDM47ZpxNqUtPnPWptYLz1nArgJIEQXiTaGpykLRtUrbkoj3p6wkrGsATXk9YvWnrDa96Ofnjq8mBnvT1hFXvU9stx7O/d+M+0+zSX//pdoEyz/rgBz+4edIrfDKMDS42gvh4qDx+sozn8LGZVGxc8XU7hokX+8qkXec9/x5aWB/Wrj1hxzE5v9UUzt3WOLPa+uqScRYyvaLX+rBYkZgRKJ709YQVUgtvpOFXckrarkTICAxpGyFlRac86esJK1pUeFe0UAMo0jYgZEUv59D23Cd+cZ9pdvGRP6ySITaCYCLZU2VcLAyl8OkvfpKMx8aOYRbxD+/jmA05M6nYuIKxZSYZ/0VLfhqOc6FuHoenyfo26Gt4kNM2zm812TXbM188166H+9S6ZJyFzK3o9RxvKC3RIbwtqTWtVmk7ja/WRnvS1xNW9KEnvJ6wetPWG171cmufotPq9aSvJ6x6n5q2Dl68/937TLMLD31kWoCFRuMrl/ZVTOztR/pT0ptJFf7of8pcjLEnvvAklpl1bFyZaYaxU8wqe7IL+74Na5fH9R3DHAy3KbXwXM7B5+24v1oboX2zDOjDolnpkgr3pK8nrBBfeJOWQJODpG2TsiUVLW2TaGp2kCd9PWFFQwpvs8tytHBpO0pRswN20fb8n71vn2n20v/8rSp5YNPsda973STTDKaWGW72+2BTQdrvi7Hxxn8cgJ/4YrMKY/o21GUGFccNx0NfGze0n8s4S6lLxlmo0ope7/KG0iINwtuiamk1S9s0nlod5UlfT1jRj57wesLqTVtveNXLrX6aptXtSV9PWPU+ldb/L/357+4zzc7/yWtfA0yLsMwoPOFlxhf2n/3sZ3sTw7TCVy3tCTAYbvy1S3taDAEwDkYUYtp57PF0Gb+2p9Uwlr96idhmZMG0Qk7846+FWhycwxNq9hp7jstfowzr6lu7/MQbG3dMDpt4nMPGTKnL5mAv44zZWNlxX8OtDOYGjvBuqFjdgbRdnaT7AHnS1xNWiOwJryes3rT1hle9vO8janUvPOnrCavH96mXn3qkO//Ah7ozR9+29+/U7dd0L9z5k925j93UnT9+pMN13i48fM8+0+zFP7qVL1d1zAaRGVXh3oyjobFsegEgj7X5bDSFOWJPq7H5FY7H76LZxmZaOA7Gnhl9sbr61m6sfsxnQy/MhdcwCm2bUpfNwV7GGbOxsuO+hlsZzA0c4d1QsboDabs6SfcB8qSvJ6wQ2RNeT1i9aesNr3p530fU6l540tcTVk/vUzDETr7/LftMsOdvfUP0NUy1S499vrv4V3+87/q5P/gvVa9t/kpkzAjCOTO+YBrZ1yrNJII5ZNcZKBtPZlzZE2P2hBtiIF5ouoVx7Mf7bTyeGuMNcZGPx8EwwznLbePDuvrWLmpCPvwDbtumGGdT6rL42Ms4YzZWdtzXcCuDuYEjvBsqVncgbVcn6T5AnvT1hBUie8LrCas3bb3hVS/v+4ha3QtP+nrC6uV9Ck+Y9ZlkQ+dP/soPbOadvfvtXXfl1abW9ly9bAYbPxlWAxFhXXPhnRObjLM52awsVo0Nl5Mi4c3JbtnY0rYs/7mze9LXE1b0jSe8nrB609YbXvVy7k+9svE96esJq4f3qRfve9fG/BoyyYaunTn6M92Vl86UXYRbZJ+jl+0rmXgCLHzia4uSZpsSq2sOvLMV+E+BZJzNzWhF8f7+7/++omrylyK8+TkulUHalmJ+mbye9PWEFd3jCa8nrN609YZXvbzMZ1+pLJ709YR17e9TF7700Z1NMxhqL37ytlJLb6e8c/QyfpsMX8eMfYVzp+J2nByraw68O5Z1YLqMswOUrOdEjQ2Xk13hzclu2djStiz/ubN70tcTVvSNJ7yesHrT1hte9XLuT72y8T3p6wnrmt+n8JtmQ0+RTb2G3zxrbVMvl1dMxll5DbJVoAWWjdoqAnvS1xNWNJfwVrHEshQhbbPQWkVQaVuFDNmK8KSvJ6xoGOHNtmyKB5a2xSWYpQD8JtlUc2xoPP7yZmuberm8YjLOymuQrQItsGzUVhHYk76esKK5hLeKJZalCGmbhdYqgkrbKmTIVoQnfT1hRcMIb7ZlUzywtC0uwc4FXH7m8VlNMzPU8BRbS5t6ubxaMs7Ka5CtAi2wbNRWEdiTvp6wormEt4ollqUIaZuF1iqCStsqZMhWhCd9PWFFwwhvtmVTPLC0LS7BzgVs+1c0zSDr2+MPDbS0qZfLqyXjrLwG2SrQAstGbRWBPenrCSuaS3irWGJZipC2WWitIqi0rUKGbEV40tcTVjSM8GZbNsUDS9viEuxcwLmP3ZTlibPWvq6pXt65lXYOIONsZwrrDaAFVq82c1TmSV9PWNEbwjvHCqkzhrStU5c5qpK2c7BYbwxP+nrCio4T3nrX3a6VSdtdGSw/HwZX31Nju5w/dfs15cFNqEC9PIGsTENlnGUitoawWmA1qJCvBk/6esKKjhHefOumdGRpW1qBfPmlbT5ua4jsSV9PWNFbwlvDCstTg7TNw+uSUXcxx8bmLolj11zq5V0Z3H2+jLPdOaw2ghZYtdLMUpgnfT1hRXMI7yxLpMog0rZKWWYpStrOQmO1QTzp6wkrGk54q112OxcmbXemsHiAXE+c6auaxaUdLKDGtSvjbFCyti/W2HA5GRXenOyWjS1ty/KfO7snfT1hRd94wusJqzdtveFVL+f+1Csb35O+nrCu9X3q7N1vz/JVzTNH31Z2IU7Mrl6eSFiG4TLOMpBaS0gtsFqUyFOHJ309YUW3CG+eNVNDVGlbgwp5apC2eXitJaonfT1hRX8Jby2rbP46pO38nC4d8fzxI1mMM8RtaVMvl1dLxll5DbJVoAWWjdoqAnvS1xNWNJfwVrHEshQhbbPQWkVQaVuFDNmK8KSvJ6xoGOHNtmyKB5a2xSXYuYCLjx7PYpxdeuzzO9e2ZAD18pJsx3PJOIvzsoqzWmCrkLEXhCd9PWGF4MLb2/bNX5C2zUvYC0Da9lKzigue9PWEFc0pvKtYolEQ0jZKSxMnXz39bPfi/e/eM81OvfMNs5pn+H2zKxfONsGDFaleNibK7WWcleM+e2YtsOwUF03gSV9PWNFUwlt0aWVNLm2z0ls0uLQtSn/25J709YQVjSO82ZdPsQTSthj1Wye+cvlS99IDR7vn3/lDG7Ps5K/Ma5y9/NQjW9dXaqJ6uRTzr+WVcfYaF6s70gJbnaT7AHnS1xNWiCy8+1p9VS+k7ark3AdG2u6jY3UvPOnrCSsaVXhXt1w3gKTthoomDi48/PHuhff82MYwe/7WfzTMzn3spu7sR//zgfN2fcq+td82M+HUy8ZEub2Ms3LcZ8/8rW99K3uOmhIIb01qzFuLtJ2Xz9qiedLXE1b0mSe8nrB609YbXvVybZ+S89bjSV9PWFt+n7r01c92pz/41gPG2JnfPdy9/LcPbRbArn9hEwZca1/RNPDqZWOi3F7GWTnus2fWAstOcdEEnvT1hBVNJbxFl1bW5NI2K71Fg0vbovRnT+5JX09Y0TjCm335FEsgbYtRn5T48jdOdGc/csMBw+z0e3+qu/iX90djbPtXNjGvVdMMRKiXo+2w6EkZZ4vSvWwyLbBl+V46myd9PWFFHwnv0qtpuXzSdjmul84kbZdmfNl8nvT1hBVdJLzLrqUls0nbJdlOz/XK957qzv3hLx8wzE69+191F/7Xh0cD4TfK/uGO6w7Mj31lE0+ptfYXNGMEqJdjrCx7TsbZsnwvmk0LbFG6F0/mSV9PWNFIwrv4closobRdjOrFE0nbxSlfNKEnfT1hRRMJ76JLadFk0nZRukeTXTl/ujv/mTujhhfO43rqBm1hiOFJMphjp26/Zi8u9meOvm3v/OVnHm/6KTPmQr3MbJQ5lnFWhvdFsmqBLUJzsSSe9PWEFQ0lvMWWVfbE0jY7xcUSSNu1nIDAAAAgAElEQVRi1C+S2JO+nrCieYR3kSVUJIm0LUJ7NCmeJMMTZeFTYXjyDE+gTd2k7VTG2hpfo74yztrqoUnV1thwkwBMHCy8EwlraLi0bUisLUr1pK8nrGgFT3g9YfWmrTe86uUtPsgamuJJX09Ya32fwm+V4TfLQsMMv22G3zjbdpO22zLXxrwa9ZVx1kbvbFVljQ23FZDEScKbSFSDw6Rtg6JNKNmTvp6wogU84fWE1Zu23vCqlyd8gDU41JO+nrDW9j6Fv4aJv4oZGmb465n4K5q7btJ2Vwbrnl+jvjLO6u6ZnaqrseF2AjQyWXhHCGr4srRtWLyE0j3p6wkrpPeE1xNWb9p6w6teTvjganiIJ309Ya3lferyt7/WnfvYTQcMsxfe82PdhYc/PtvKkbazUVlloBr1lXFWZavMU1SNDTcPsngU4Y3zsoaz0nYNKvZj8KSvJ6xQ3BNeT1i9aesNr3q5//NqDVc86esJa+n3qVdPP9u9eP+7Dxhmz7/zh7qXHjjaXbl8adblI21npbO6YDXqK+OsujaZr6AaG24+dAcjCe9BTtZyRtquRck4Dk/6esIKtT3h9YTVm7be8KqX459VaznrSV9PWEu9T8EQgzEGgyz8WiaMNBhqOTZpm4PVemLWqK+Ms3r6Y/ZKamy42UFSQOElMlZ2KG1XJmgAx5O+nrBCZk94PWH1pq03vOrl4ENqZS896esJa4n3KXz1El/BDA0zfFUTX9nMuUnbnOyWj12jvjLOyvdFtgpqbLhsYJ3doIFHT/p6wupNW2941cs5PwXKxpa2ZfnPnd2Tvp6wom+EN/fqKRdf2ubhHj/ujx/5Dw0z/DEA/FGAJTZpuwTL5XLUqK+Ms3L9kD1zjQ2XE7Tw5mS3bGxpW5b/3Nk96esJK/rGE15PWL1p6w2vejn3p17Z+J709YR1ifepy9840Z39yA0HDLPT7/2p7uJf3r9oY0vbRelePFmN+so4W7wNlktYY8PlRC+8OdktG1valuU/d3ZP+nrCir7xhNcTVm/aesOrXs79qVc2vid9PWHN+T71yvee6s794S8fMMxOvftfdRf+14eLNLS0LUL7Yklr1FfG2WLyL5+oxobLyYLw5mS3bGxpW5b/3Nk96esJK/rGE15PWL1p6w2vejn3p17Z+J709YQ1x/vUlfOnu/OfufOAYYavaOI8rpfapG0p5pfJW6O+Ms6W0b5IlhobLicRwpuT3bKxpW1Z/nNn96SvJ6zoG094PWH1pq03vOrl3J96ZeN70tcTVnufevmpR7rzD3yoO3P0bXv/Tt1+TffCnT/Z4Qf7zx8/0uF6yoYnyfBEWfg7ZnjyDE+gld48alua8yXz16ivjLMlO2DhXDU2XE4KhDcnu2VjS9uy/OfO7klfT1jRN57wesLqTVtveNXLuT/1ysb3pK8nrDDETr7/LQeMrtD4wmuYapce+3y0EfFbZfjNsnAeftsMv3FWy+ZJW3AuvOU7T8ZZeQ2yVaAFlo3aKgJ70tcTVjSX8FaxxLIUIW2z0FpFUGlbhQzZivCkryesaBjhzbZsigf2oi2eMAuNrpTXmGcb/hom/ipmOA9/PRN/RbO2zYu2xrvwGhPl9jLOynGfPfPTTz+dPUdNCYS3JjXmrUXazstnbdE86esJK/rME15PWL1p6w2verm2T8l56/GkrwesL973rgNmV2h+Db0+86F/t/c1znDMC+/5se7Cwx+ft/lmjOZBW6ZLeJmNMscyzsrwvkhWLbBFaC6WxJO+nrCioYS32LLKnljaZqe4WAJpW4z6RRJ70tcTVjSP8C6yhIokWbu2F7700Z1Ms9fMsh98Lc47f6h76YGj3ZXLl4polpp07dqGPAhvyMjyr2WcLc/5Yhm1wBajukgiT/p6wopmEt4iS2qRpNJ2EZqLJJG2RWhfLKknfT1hRQMJ72LLaPFEa9YWv2n2mvH1hlmOX7z/3d2rp59dXKdtEq5Z2xgfwhtjZdlzMs6W5XvRbFpgi9K9eDJP+nrCikYS3sWX02IJpe1iVC+eSNouTvmiCT3p6wkrmkh4F11KiyZbs7Zn7377LGaZmW+n3vPji2qza7I1axvjRnhjrCx7TsbZsnwvmk0LbFG6F0/mSV9PWNFIwrv4closobRdjOrFE0nbxSlfNKEnfT1hRRMJ76JLadFka9X28jOPz2qamXmGp9ha2daqbR//wtvHzHLnZZwtx/XimbTAFqd80YSe9PWEFU0kvIsupUWTSdtF6V40mbRdlO7Fk3nS1xNWNJLwLr6cFku4Vm23/SuaZpD17fGHBlrZ1qptH//C28fMcudlnC3H9eKZtMAWp3zRhJ709YQVTSS8iy6lRZNJ20XpXjSZtF2U7sWTedLXE1Y0kvAuvpwWS7hWbc997KYsT5y9cOdPLqbNronWqm0fL8Lbx8xy5w8YZ0888UR35MiR7vDhw92111679w/HR48ePVDVzTffvBljY20fG38gQNd1x48f72688cZNnEOHDu3leu655w4MzzX2QKKK64rV2ndOC6yPmXWc96SvJ6zoTuFdxxqNoZC2MVbWcU7arkPHPhSe9PWEFXoLb1/Xt39+rdrC4Op7amyX86duv6YZ0deqbZ8AwtvHzHLnDxhn119//cbEMhPM9jDUeGPDy8bYPsU4u/fee3tzITZvucZyDjvOlWtKXKtll70W2C7s1T/Xk76esKLzhLf+9bdthdJ2W+bqnydt69dolwo96esJK3pCeHdZGXXPXau2u5hjY3PrVvS16taq7WsI9x8J734+SryKGmcweOyJr9tuu22fucVFmnGWYpLxPBwjvpl0eKINr/GPn2J78MEH96blGhvWVHNdsVrHzmmBjTHU9nVP+nrCiq4U3rbX5lD10naInbavSdu29Rur3pO+nrBCd+Ed6/52r69V21xPnOmrmvX2+lp7uY/xGvEeMM7C4mFa2VNk2PO2i3GGr11aXBzbduLEic15e8It11jLyftcuabE5Xp2Oa6x4XbBMzZXeMcYave6tG1Xu5TKPenrCSu094TXE1Zv2nrDq15O+eRqd4wnfdeK9ezdb8/yVc0zR9/WTGOvVds+AYS3j5nlzo8aZ/jNMzO45jTO8JSaxYU5x5udt69r5hrLOe04V64pca2WXfdaYLsyWPd8T/p6woquE966194u1UnbXdire660rVufXavzpK8nrOgL4Z2+Ou65557urW99a/f617++u+qqq/b2eP3oo4/uC3by5Mnujjvu6N74xjfujcPYq6++eu8crqVsGHfDDTfszcN8/EOuhx56aN90xLXrfXue8OlPf3ovDo+NxeU5fJxaF+aAl5AvYHryySc55N5xytjzx49kMc4Qt5VN67YVpbars0Z9R40zNnzwtU3e7IkzM7qwH/pxf57LX8nk8zi2eGac5Rob5sXrXLmmxI3Vtc25GhtuGxypc4Q3lan2xknb9jSbUrEnfT1hRQ94wusJqzdtveFVL0/5BGtv7K763nXXXb0GFYw0NoNgFrExxcfXXXfdKHkwp9h04/k4ZvNsinEG4y+Mxa85bqzIKXXBCDODkXPgGOcRy7bUsZefeTyLcXbpsc9bKdXvd+3j6gEGBQpvQEiBl4PGGb42ab9Dhj2ePuMtZpyZ6YXfLRvaeG44zmKYcZZrbJgXr3PlmhI3Vtc25x577LHuqaeecvMP/Sq869Rb2q5TV1uvnvT1hBX6esLrCas3bb3hVS/rM9c+n2P7X/iFX+je9KY3dXhiC9exf93rXrcxonDd5mEcXv/5n//53rlPfOIT+8bauL495prZ9P73v38Tw85dc801m1yxGA888MAmH4/9vu/7vr242Fttd9999yYXY4jFnVIX8qJecGSc8XzONWXsP7zv385qnv3DHdd133j8q4N8xrgodU7vU77fp06dOrWNPbLTnF7jjH+QH0YW/w5ZX0aMMaMNc+zH/WPjpxhJuca2VFes1rFzcqbHGGr7uid9PWFFVwpv22tzqHppO8RO29ekbdv6jVXvSV9PWKG78I51//j1W265ZWM64auZQxueNDPja2gcrtnTZtjzxk+y8RNbPAbHv/RLv7TJBdPKNsuPunmz82MYUutCbRYzzGVPoRm2KWNR89xPnb381CNMRfXHWrfVS7RTgTXqGzXOYJrhiTF78gt/ZTN146924rhv43F9v3GGrzdiyzU2VluuXFPixura5lyNDbcNjtQ5wpvKVHvjpG17mk2p2JO+nrCiBzzh9YTVm7be8KqXp3yCtTc2h774vS4ziPpMJxhD/DXPlK9qWszQdEIOu9b3tUrksyfh8DVO3sy8g3ll81NiWgzLPVYXYttYNu4Qx2rAdWxTxlodL973rlmeOmvpt80Me44+ttg17oW3vCoHjLNdTDPAwV/CTDHcjh07thnHT7PxHyPAGGy5xsboz5VrStxYXduc++Y3v7nNtGbnCG+z0o0WLm1HKWp6gCd9PWFFU3rC6wmrN2294VUvN/2ROlr83PrCoLKnp2AC8W+coRg2iMxEguGEeUMbfu/LxodmXIrJxSYdjnkLf0vMfh8NOPD7Z0PblLq4BjPoLDbzgnNTxloM7M/+7n/YyTw797GbuisXznLIJo7n7uPaQQtveYUOGGepT5rha5j4CiWbXvxVTXxlk58kM0PNfvuMDTKcw1j84x/Rt99UyzUW9Nda1xytoQU2B4v1xvCkryes6DjhrXfd7VqZtN2VwXrnS9t6tZmjMk/6esKK3hDe3VYIP20WPoGFyGwQmRGGfWwsV8JPYG1jnLEZFjPpQvMMNeFrkzg/tE2pa8jgY16Qb8pYru/8Z+7snr/1B7cyz/CkWYumGfBr3XIXrO+4Rn33GWcww+xpsb49vnKIDT/I1zcG58Ovd8Z+p8xMq1gcy2NtkGtsrXUZ7l32NTbcLnjG5grvGEPtXpe27WqXUrknfT1hhfae8HrC6k1bb3jVyymfXO2OmVNfNnvst7qGmMHXFe33wWBUDT3dNcWgCnPyX82MGXR8HQYWxvBTc+HTYRx/Sl3MTxhzDuPslee/tc8wO3n7tfteP3/rG6Kvz9799q6lv6DJ/NvxnH1sMWveC295dfYZZ2NmGAwuNrRgtPETYnjKDK9jfxTADCp74sygI96hQ4c2Jhyuh6ZbzrG11mWYd9lrge3CXv1zPenrCSs6T3jrX3/bVihtt2Wu/nnStn6NdqnQk76esKInhHe7lcHmE8yw2FNdscgwz+zJM5hHQ5uNC80vNqRiT4jZ02aYH351FK8tLp6Ws42fQAt/E83G2N7mj9XFJlvfb5zBsMM2ZazV8eInf3VjjJ398H/c62UYYniSDObYqduv2buO/Zmjb9s7jz8q0OpTZoYbe61bZmN9xzXqu884y0U5voJpf22Tv9qZK19q3FrrSq1/bFyNDTdW8y7XhXcX9uqeK23r1mfX6jzp6wkr+sITXk9YvWnrDa96eddPtbrnz6HvtqYZmGGDaMw4s6fAwqfZ7OuhZjox4xz/TW96E1/aO+brOOYtfAqMr/Fxal0w4/pMNjP38BdCsU0Zi/GXv/21jWmGJ8te/ruH9ZnLIq3seI512xIlNeJdxDjDU2V4Ws3+SmYtotVa11z81Nhwc2GLxRHeGCvrOCdt16FjHwpP+nrCCr094fWE1Zu23vCql/s+rdZxfld9+YmxsSfNYA7BZLOn0fC0V99XNfH0FkwmNsnMIMN5xMHGxhc/MWbqsPkV+xZTON9qw3kzxPiJs13rMoMMse3pOH5iznCh/iljz93zjo1xhmNsu2prHLaw94TVm7a14l3EOMNXMfEPT3jVtNVa11wcfeMb35grVBNxhLcJmbYqUtpuRVszkzzp6wkrGtATXk9YvWnrDa96uZmPz60K3VVfNqbsaapwb4WF5/k1G2QYz3FtPow2M7N4Lo5x3kwvG8+mGEyoPqxs3oVx8Zq/VrlrXWw0hrkQm7fUsXi6jH+/DE+fYevDyznWcuwJqzdta8W7iHG2lgXaGg69obSm2LR6PenrCSu6QHinrYWWRkvbltSaVqu0ncZXa6M96esJK/pQeKetRny1MDSAwtcWEU9Y4akwNr9gFvFTVjbWDKrQUEMMzolYiBn+dhni8BNqMKH6tIXhhifJ7Akv1I+4yAPzjbc56kItbNYhL546C40/5E0Zi98zM+MMv3NmWx9eu76mvSes0E14y3evjLPyGmSrQAssG7VVBPakryesaC7hrWKJZSlC2mahtYqg0rYKGbIV4UlfT1jRMMKbbdkkB4aBZOYajKO5tl21zVXXLvgu/c3nNqYZzDP8ZU3bdsVrcVrYe8IKPYS3fFfKOCuvQbYKtMCyUVtFYE/6esKK5hLeKpZYliKkbRZaqwgqbauQIVsRnvT1hBUNI7zZlk1yYPvNL/uh/OSJIwN31TZXXSNlD14+c/RnNsbZ+c/cuW/srnj3Bav8hSeskEJ4yzekjLPyGmSrQAssG7VVBPakryesaC7hrWKJZSlC2mahtYqg0rYKGbIV4UlfT1jRMMKbbdkkB8ZXF/Ev9tXF5CCRgbtqm6uuSKlJpy6euG9jmp36tX/ZXTn/wr55u+LdF6zyF56wQgrhLd+QMs7Ka5CtAi2wbNRWEdiTvp6wormEt4ollqUIaZuF1iqCStsqZMhWhCd9PWFFwwhvtmVTPPDatH3hf7xpY5y99IXfOcDv2vAeAEgnPGEFbOEl8QsdyjgrRPwSabXAlmC5XA5P+nrCio4S3nLrKndmaZub4XLxpW057pfI7ElfT1jRO8K7xAoqk2NN2l546NjGNHvhPT/eda++coDUNeE9AC444QkroAtv0AAFXso4K0D6Uim1wJZiukweT/p6wopuEt4ya2qJrNJ2CZbL5JC2ZXhfKqsnfT1hRf8I71KraPk8a9H2yqXz3anf+Ncb4+zCw/dEyVwL3ii44KQnrIAuvEEDFHgp46wA6Uul1AJbiukyeTzp6wkrukl4y6ypJbJK2yVYLpND2pbhfamsnvT1hBX9I7xLraLl86xF25c+91sb0+z0b76ll8i14O0FSBc8YQVs4SXxCx3KOCtE/BJptcCWYLlcDk/6esKKjhLecusqd2Zpm5vhcvGlbTnul8jsSV9PWNE7wrvECiqTYw3avnrmu93z7/zBjXF28dE/6SVzDXh7wQUXPGEFdOENGqDASxlnBUhfKqUW2FJMl8njSV9PWNFNwltmTS2RVdouwXKZHNK2DO9LZfWkryes6B/hXWoVLZ9nDdq++Mf/bWOanfmdw4MkrgHvIEC66AkrYAsviV/oUMZZIeKXSKsFtgTL5XJ40tcTVnSU8JZbV7kzS9vcDJeLL23Lcb9EZk/6esKK3hHeJVZQmRyta/vKd7++Mc2ev/UN3cuPPzhIZOt4B8EFFz1hBXThDRqgwEsZZwVIXyqlFthSTJfJ40lfT1jRTcJbZk0tkVXaLsFymRzStgzvS2X1pK8nrOgf4V1qFS2fp3Vtz917y8Y4O/v7/+8oga3jHQVIAzxhBWzhJfELHco4K0T8Emm1wJZguVwOT/p6woqOEt5y6yp3Zmmbm+Fy8aVtOe6XyOxJX09Y0TvCu8QKKpOjZW0vf/MvN6YZnjbD67GtZbxj2MLrnrACu/CGHbD8axlny3O+WEYtsMWoLpLIk76esKKZhLfIklokqbRdhOYiSaRtEdoXS+pJX09Y0UDCu9gyWjwRtH3066e7Y3/6dPdzd/7V3r83//LD3c+++5HuXXf/n+7op57au754YQkJ8YQZDDP8w5NnKZunXvaEFdoLb8oKyDtGxllefotGf+qpp4rmXzq58C7N+HL5pO1yXJfI5ElfT1jRS57wesLqTVtveNXLJT4Jl8vpRV8YZv/hv325+9Gbvjj6D6baF796cjkRRjLht8zMNMMev3WWsnnRFlx4wiq8Kd2ff4yMs/wcF8ugN5Ri1C+S2JO+nrCieYR3kSVUJIm0LUL7Ikml7SI0F0viSV9PWNFQwltsWWVLjCfMUgyzcAzm1bDhr2eacYa/qpm6eeplT1ihv/CmroJ842Sc5eO2eGQtsOISZC3Ak76esKJphDfr0ikaXNoWpT9rcmmbld7iwT3p6wkrGkt4iy+vWQt4zz1PbGWamYn2jg9+ddZ6pga7+OifbEyz59/5g92rZ76bHMJTL3vCigYQ3uRlkG2gjLNs1JYPrAVWXoOcFXjS1xNW9Izw5lw5ZWNL27L858wubXOyWz62J309YUVnCW/59TVXBX/04Hd2Ms3MPMNvn5XaTv/mWzbG2Uuf+61JZXjqZQ9YH3rooe6GG27orr766u6qq67a+3fdddd1n/70pw/0xcmTJw+Mfetb39ohRsqG+Xfccce+XG984xt7c91yyy37xqJGzEcc2x599NFN3VY/721cbM/6Ii5qsbk4vueeew5Mm8LBlLGWSMaZMbHCPTfcCuEdgCS8ByhZzQlpuxopo0A86esJK8T2hNcTVm/aesOrXo5+VK3m5Fr1xW+amfE1x77Eb55dePiejWl26jf+dXfl0vlJfbdWbWMkrB3rmOnE5hlMIDaWzGCy/Zh5NjZ/Si4Ye7Yhr9UQ29u42N70hXEYm4tzMNRsG8PAHEwZa/Gxl3HGbKzs2BpuZbB64QhvLzXNX5C2zUs4CMCTvp6wQnRPeD1h9aatN7zq5cGPrOYvrlVffMVyDsPMYuAvby66vfpK98J7fnxjnF146Njk9GvVNkbE2rHC6OEnvr7yla/sM8fYoIKBZOaSPYnFphWPjXHJ8++66669IU8++WT3+te/fi8uniazDfEtlxlXMKKQw87bWK7BzqXuoS/Ph4GGDXXZE3ioD7mxMYYxDqaM3Qv+T/8j44zZWNnx2t9QQrmEN2RkPa+l7Xq0jCHxpK8nrNDaE15PWL1p6w2vejn2SbWec2vU9+++/eKsppmZZ3iKbantpS/8zsY0e+F/vGmrtGvUto8IT1jBAfDiyS8zp9gMs6fNsOcNX9W08WYw8XU7NtOLDTJcY4MJT8CF5zgmj7W4bHzZudQ98OLroLH6Ye7ZeXsabgoHU8ZyvTLOmI2VHXt8Q1mZhINwPOnrCStEF97B1m/6orRtWr7B4qXtID3NX/SkryesaEzhbX55dtv+FU0zyPr2+EMDS2xXzr/Qnfq1f7kxzi6euG+rtJ562RNWNAPw8tNebJyZiQSjiTc2s2Bi9W1mnIXGGxt1Np/NMDwFBvOMnwLjunhsX+6+88DbVxfHBUZsUziYMpbrk3HGbKzs2OMbysokHITjSV9PWCG68A62ftMXpW3T8g0WL20H6Wn+oid9PWFFYwpv88uze9fd/yfLE2dLfV3z/Gfu3JhmZ47+zNaCwFj51V/91e4HfuAH9v79s3/2z7rv//7v79785jd3P//zP9994Qtf2Dp2bRM9rlszkmD82NcR+bfQzEQyrVKNM34yzQwymGH8xJedR2z+3TF8XdK+0on6+Ck0NrjMrMI+5Y8WQF+Oa5iw57jAOIWDKWM5J45lnIWMrOi1xzeUFck3CsWTvp6wQnjhHW3/ZgdI22alGy1c2o5S1PQAT/p6woqmFN6ml+Ze8TC4+p4a2+X8m3/54ezkvPL8tzam2fO3vqG79Defm5wThhjMMjYn+o4x7pOf/OTkHLVN8LZu3//+92/05SfDQhOJdUo1zvjJsr6+YeMMOdg8szmhcce12Rje29csuWY7hr42lp9iw3WOi5zha4uBfcjBlLEcB8cyzkJGVvTa2xuK8K6oeQMo0jYgZGUvPenrCSva1BNeT1i9aesNr3p5ZR+yAZw16ruLOTY29+z5ywGD87588ZO/ujHOzn74P04OjifMzGCYsse8lrc19nGfHmz24CksPA1mG18LjavQNLI5sT1MLPvtL/QRjmNPnOGJMhuHWjCGn4QLTS7OhbrZcBsaC32tn8NxIebwNecMOZgyluPgWMZZyMiKXnt6Q4Fswrui5g2gSNuAkJW99KSvJ6xoU094PWH1pq03vOrllX3IBnDWqG+uJ87MVPu/3vnl7uc/8NfdkY9/vfv4A3/fffGvT3bfePZ8d/mVKwG7015e/vbXNqYZnjZ7+e+mPeF2+PDhjblgJsOU/bXXXjut4IpGr7GPY/Tiq4X2lUXs8TrcTPOh3ziLzQvjhK/5N9XMrDPjK6zFzqMW+xppGM9eW73Y923Q1ww5fsIO49n8sr8CajFTOJgyluvrr5ZH6bhJBry8oZg4wmtMrG8vbdenKSPypK8nrNDYE15PWL1p6w2vepk/odZ3vEZ93/HBr2b5qqYZZ0P7f3/7ie6W3/la98FPPtXd/8Vnuq/87Qvdc6cuJjXOuXvesTHOcDxle+9737uTaWbmAX77rMVtjX0c6sCm2ete97qoaYY5ZqyFBpOZWbi+zWbGFf+1TTs39hRYXz48sWa9x3HD8dCXf3uNfzuNDT0zBKdwMGUs1yXjjNlY2bGHNxSWTHiZjXUdS9t16Rmi8aSvJ6zQ2RNeT1i9aesNr3o5/JRa1+s16nv0U09lMc7ecuuXu5/8xS9tFRvzfu7IX3W/fuzx7sPHn+4++8hz3WPfPNvZVz/xdBmeMrN/ePosdcNvmpn5MMe+xd88W2Mfs/54wssMHuyHfg/MDDL0gj3txU9l4bpt9ntmiGlPkWGPefw6FhMxzDjDfOTABlMrNh7GF74q2ReXv1oa1gV92SAzDIgFww1Y2XiL5e/jYMpY4w17GWfMxsqOrUlXBqsXjvD+/+y9a5RV1Znv7cf+0j3wQ4/Rt9Ejo9P50N80x3FOkvMmsUd79LTpJOR0WnM5OaE7r0mnX7vbRtsY44Vo8IohakRjjhqikRCMqC1ovEAQUBSwQBARBMRGQKWqqCqKqqKA+Y5/JXM516q1916XOeeac/2fNUZl7732vDy/5//MteWfdemYmui/EG2jl7ArAJO+TKwQnYmXiZVNWzZeqeWuP1nRf9lGfXdG9pgAACAASURBVN/Yd6SSudXtTDJ8t2bLoSm9cQYZziTDGWU4swxnmOFMs179O32PSz83XvvlxDTbde+3S136iUssbRhmegw8eTO2rY11bGpg3ptL65R91cYVcqFNtmwb7DfP1jLH1f1NgynbXxtWOjZtcGXb6c/mWW/mGWP6e/2Kdt3i0vqine6TfdXxI7YyOSjTVnPjVYwzMxste68LrmVYHXGEt2Nqov9CtI1ewq4ATPoysUJ0Jl4mVjZt2Xillrv+ZEX/ZVv1/cYtfZWNrDyDC/dNGzna/cEAuMcZ7nWGe57h3me4BxruhQZjLG9Mve+KS29PTDOccfa/L1matO916WdfX19HIyFrLJT5jLPYYtraWsdaA9y7q5d+pnGESxZNowqGGUyvbJ5M40wbV3hFX9N8w5ll+uw1HZN+hXlmzoU4YXBhbD0m2uI99ukzxDq1Q9tsXDpujAEOMzbMbbLruIrmAO3LtNXji3GmM9HCV11wLUTLRRLe3LS0Yqdo2woZO0Iw6cvECsGZeJlY2bRl45Va7vhz1Yov2qqv7bPONu08XEtvXJKJSzNxiSYu1cQlm7h0E5dwbvjOZxLjbOFlFyemmTbW8l71pZ9/+bkLexoqvQyXvO/xoIGYtrbWcScNbPHqSy2zN9HvNK+v/dm4bPHajF+MM5vZDGysEAvOZYqE12V2mx1btG02/65nZ9KXiRV1w8TLxMqmLRuv1LLrX71mx2+zvt/8vp2zznDPNFfb+IaHE9PsvTkfUf93yaZSl37+/p9/3IlxFtvlmqhjnCU3Z84cddppp039zZgxQ4Fj5syZCg89iO0sum41Z2Pd4iwtmKY4A8w8M6zbvD6+y4vLBq/t2MU4s53RgMYLseBcpkd4XWa32bFF22bz73p2Jn2ZWFE3TLxMrGzasvFKLbv+1Wt2/Lbq+8yGdwuduZV3Npe57+p7X+t5iWYdBQe//zeJcXZ05d2poYpc+vk7v/eHTowzmE6xbDDE/uIv/qJQHmCqxfjwg6wWNtatvuQx7zLH7Hw+P+fFZYPXNoMYZ7YzGtB4IRacy/QIr8vsNju2aNts/l3PzqQvEyvqhomXiZVNWzZeqWXXv3rNjt9GfTe9cThlmv3v71W7cT/ONOt1X7M66o2tXpiYZoM3na3UieOFh9OXfuZdZmlrn/nUz8KBeW6IM8yq8KJfzFsb1203PULkFeOsm2KRfxdiwblMqfC6zG6zY4u2zebf9exM+jKxom6YeJlY2bRl45Vadv2r1+z4bdP37ffG1PlzXkqMswtu7psyv3CPsvPnvJDsN88qy76/+I4tyRM0XalzcmJUDVz3ycQ4G1u3qNJUuBSxinHUqw/OZNN5wcMN8JADPOwADz3Aww/wEAScEdfkhvuw9eLo9j2eRhrr1rZ120uHEHnFOOulWsTfh1hwLtMpvC6z2+zYom2z+Xc9O5O+TKyoGyZeJlY2bdl4pZZd/+o1O36b9D02eUJd+INNieHzuSvWTRk8OsNgXbPlkMKZZDDHZn5n3VRbvOIpnNiPhwq4PMtMx3L06R8mptnh2/5W7y79CvOnmzlU9bvf/f0PJXnUBlrea6+nfpYGKthh/vz5Vrhx77MYtzat2yL5D5FXjLMiykXaJsSCc5lK4XWZ3WbHFm2bzb/r2Zn0ZWJF3TDxMrGyacvGK7Xs+lev2fHbpO+c+15LmT0vvTaQSm4orCeGDqr+qz6cGGfjmx5PxVnmA4yfquZYt34fPfuryVM/8wyzXvv0Uz/x9FA8RRRPE7V16SfuadYt9rLfxXjPs1BquUyt1mkbIq8YZ3UUDbzvG2+8EXiEdsMTXrv5DGk00TYkNezHwqQvEysqhYmXiZVNWzZeqWX7v3MhjdgWfe9Yuitlmi1fd3BamkNhPfIf1yem2dDds6bFWWZHX1+fVRNJm06mmfTOwLja+PqgenTNfnXH0t2lnvqZZ7DVvfTT9ll2sT1BFPURSi2XqdU6bUPkFeOsjqKB9w2x4FymTHhdZrfZsUXbZvPvenYmfZlYUTdMvEysbNqy8Uotu/7Va3b8Nui7eMW+lGm28Mm9uUkNgfX4wZ2JadZ/5enq2PZVubGW2YknRWrDy8YrjKTBwcGeIRR56meecdZtX69LP10ZhTiLLaYthFr2ma8QecU481kBnucKseBcpkB4XWa32bFF22bz73p2Jn2ZWFE3TLxMrGzasvFKLbv+1Wt2/Nj1XfHyuynTbN7inR0TGgLryJLLE+Ns+P5/7hhrmS9sm0k2TCT91E9coolLNXHJ5jfm9SlcwtnNOOv0nb708y8/d6FVk1AbjXjQQExbCLXsM18h8opx5rMCPM8VYsG5TIHwusxus2OLts3m3/XsTPoysaJumHiZWNm0ZeOVWnb9q9fs+DHru2XXUMqEuexHW7sms2nWyTdfTkwznG2Gz7a2uk+Y1AaSj5vl17n08/f//ONOjLPYLtf82c9+pubMmaNwtiH+ZsyYocAwc+ZMBQ1tmJ+2atPGOE2v3TwGMc7ystKSfSEWnMvUCq/L7DY7tmjbbP5dz86kLxMr6oaJl4mVTVs2Xqll1796zY4fq74H+sfUF69ZnxhnX7vpZTU0Otk1mU2z4gwzGGb4w5lntre69/6C6VLkEk3bcevxilz6+Tu/94dOjDMYTzFsMMSKXpqLdua96mLg6xRj02s3Ly4xzvKy0pJ9IRacy9QKr8vsNju2aNts/l3PzqQvEyvqhomXiZVNWzZeqWXXv3rNjh+jvsdPnFT/cuvmxDT77OUvqF1vH+mZyCZZcS8zbZrhFfc6c7FVfcom+jVpmvXKhb70U58Z5+J1574javzYiV6hNPY9zjCrwo1+sW9Nrt1OuRPjrFNmWrA/xIJzmVbhdZndZscWbZvNv+vZmfRlYkXdMPEysbJpy8Yrtez6V6/Z8WPU95qF2xPTDPfEWrdtoFASm2TF0zO1cYanarrccFYSLtsrYrLgLLWYzkoqylWE3WyDM9n0/dW+fO169a0fbVW3P7xLPbJ6v9qwfVAdHBh3KVnPseteigudY96aXLud8ibGWafMtGB/iAXnMq3C6zK7zY4t2jabf9ezM+nLxIq6YeJlYmXTlo1Xatn1r16z48em752P7E4MDhgdjz9/oHACm2Id3/R4Ypr1X/VhdWLoYOGY6zS88847p+53BdMElyLCKMIrLuHDGWZ4qEDIZ5nlsde9HNU0y8z3v/v7H0rVlTbRzNdPfet59Y1b+tT3frpd/eSJveqZje+q7W+NqNGx43mhWts3f/78QiaoyZP3HprHujW1drvlS4yzbtmJ/LsQC85lSoXXZXabHVu0bTb/rmdn0peJFXXDxMvEyqYtG6/UsutfvWbHj0nfJb9+O2Vu3PfE3lLJa4r18G1/mxhnR5/+YamY6zRuirdOzL36Vr0UNc9IMvf9t//xf9Tf37BR/Y+L16RqzDTOur3/wndfUpcs2KJ+sOQN9dCqt9WL2wbU2++N9cLp+T3OHjTjrPs+prMLzeSEWMtinJkKtez9zp1urqUPNU3CG6oy9eMSbevnMOQRmPRlYkXNMfEysbJpy8YrtRzyL2b92GLR99d976UMjZsW7SgN3wTr2LpFiWk2cN0n1cmJ0dJxV+3QBG/VWIv2w1lydc2jvP7aUDp5Uqm33jmqnt/arxav2KduWbxT/dsPX1F/d/WLqfrrZqKZ3/3Pf1+r/t+bXlbf/clr6p5lb6pfvfSOenXPcM8HWeh82D7DLranh+o8hFjLYpxpdVr4GmLBuUyz8LrMbrNji7bN5t/17Ez6MrGibph4mVjZtGXjlVp2/avX7Pgx6Auj4exL1ibGxaV3ba2UNO+sJ46rwZvOToyzsdULK8VdtZN33qqBluxX9KmSeQZZ3j6YSUUuWcVTW1GLML9ggsEMgykGc8w0y4q+hxkHUw7mHEw6mHUw7WDeYXNlEuIstti2EGtZjLPYqqhEvCEWXInwSzcV3tIpi6aDaBuNVJUCZdKXiRXFwMTLxMqmLRuv1HKln7JoOoWu7zuD4wo3a9dmBC6nGxw5Vim/vlmPrrw7Mc0Gv/83lWKu08k3b51Yy/S1bSjZMJJwWSYuz8RlmrhcE5dt4vJNXbdlXnG5KOr8k5/9/5ycXYcHDcS2hVjLYpzFVkUl4g2x4EqEX7qp8JZOWTQdRNtopKoUKJO+TKwoBiZeJlY2bdl4pZYr/ZRF0ylkfXHmzUW3v5KYD5/+9gtq574jlXPrk/Xk6KAauOajiXE2vuHhynFX7eiTt2qMVfvVfcqkPvPM9Q3z8eAAPEAADxLAAwXwYAE8YAAPGuhlpv3+n3/ciXEW4+Way379qlr45N6p3CF/M7+zTn35e+vV1fe+phY8sltt2nm4ailV7ifGWeXUhd+xzQfPvOwLb15W2rFPtG2Hjp0omPRlYoXeTLxMrGzasvFKLXf6tWrH/pD1hclgmgu4lK3O5pN19IlbEtNsaMEX64Rdua9P3spB1uhY9/5fM2fOLHSJZo0Qu3Y9ODCuNmwfVI+s3q9uf3iX+taPtirz7Mrf+b0/dGKc4cmqsWwwxGCUmceBTu/Rbs2WQ97QxDjzlmr/E7X94JnNqPBmM9Kez6Jte7TMI2HSl4kVWjPxMrGyacvGK7Wc90vVnn2h6vujx/ak/rH82NoDtZPui/V4/1uJadZ/5elqYuvTtWOvMoAv3iqx2epT9Smb6Ffkvma24iwzzvixE1NnVuqz4ly8bntzWA2PTpYJy3tbnGHWySTrth/9fGxinPnIckNzMBw8zdQKr5mNdr0XbdulZ5aGSV8mVujMxMvEyqYtG6/UcvZXql2fQ9T3l6veTv2DGTdit7H5Yj2ydE5inA3f93UboVcawxdvpeAsdsI9yv74j/+40NlZOEtNP0HTYghOhsIllS5MM5zJpo2nv7vqxanLoef9fKf6+bP/qda8ckjtOTCqJo//9gkFTsh6D4qn5uoYq7xefMeW3pPUbCHGWc0Ehtyd5eCpNRBenYn2vYq27dPUJGLSl4kVGjPxMrGyacvGK7Vs/kK1731o+j63+VDqH8w3PLjDWtJ9sE7uezUxzXC22bE31lmLv+xAPnjLxuSqPVhhiOFMMphjuBwRphNe8RRO7MdDBUI9yywvL3UvRe1kuv3u738otcY6GVP/Z+4Gdfndr6o7lu5Wj67Zrza+PqjeGRjPC9Xqvqxx3im+Xvtx7zOXmxhnLrPb8Ng7dtj74WkYpdD0wlsoTVE2Em2jlK1w0Ez6MrGiAJh4mVjZtGXjlVou/PMVZcOQ9H1t77D6639fm/yjHk8mtLn5YB1ZdHFinOF9k5sP3ib5zLnbyFr1MtROhpne/9Gzv6q+Ma9Pfeqy3g8oyDOn0A/9r124Xd23fK96av07ytaln7inWd6cVfe5vOeZGGfmCmzZ+zYeULpJJLzdshP3d6Jt3Pr1ip5JXyZW6M7Ey8TKpi0br9Ryr1+tuL8PRd/3Dk+or8zdkPyj+avXbVT9wxNWk+uaFWeX4Swz/Yezz5rcXPM2yZadu42sOENOm102X81LVXEGGc4kwxllOLMMZ5jhTLOqRlXdSz9xiWXVufP64cmbrjYxzlxlNoBx23hA6ZZW4e2Wnbi/E23j1q9X9Ez6MrFCdyZeJlY2bdl4pZZ7/WrF/X0o+s7+4SvJP5g/9a3n1etvjVhPrGtW3M9Mm2a4z1nTm2vepvnM+dvKistMbZpmuG9akctVcY8z3OsM9zzDvc9wD7SLbn9FwRjLM6iK7Ot16ecb+45UHrvb/DiLzcUmxpmLrAYyZlsPKJ3SK7ydMhP/ftE2fg27ETDpy8QKzZl4mVjZtGXjlVru9osV/3ch6HvdA6+n/sHs6vIql6x4cqY2zfCKJ2s2vbnkbZotO39bWW2fdYYHKdTd8DROXJqJSzRxqSYu2bRx6efXbnw5dRzoZoaV+Q4PGnCxiXHmIquBjNnWA0qn9Apvp8zEv1+0jV/DbgRM+jKxQnMmXiZWNm3ZeKWWu/1ixf9d0/r++PE9qX8sL12931lSXbIOLfhiYpyNPnGLM4YyA7vkLROHj7ZtZp01a5aVs85wzzTXm+1LP8sYZJ3aurpcU4wz19XU4PhtPqDkpVV487LSjn2ibTt07ETBpC8TK/Rm4mViZdOWjVdqudOvVTv2N6kvTDLzH7sw0VxurljHNzycmGYD13xUnRwddIlReGxXvIUD8Niw7ax1n7A5c+bMQpdoupLMxaWf5rGj2/uZ33HzZFsxzlxVSwDjtv2Akk2x8GYz0p7Pom17tMwjYdKXiRVaM/EysbJpy8YrtZz3S9WefU3pi8sxzX/s4nJN15sr1sHv/01inB1debdrjMLju+ItHIDHhgysVZ+yiX5F7mvmUa7UVPrST/N4YPt9akJLH8Q4s5TIEIdhOKCYeRdeMxvtei/atkvPLA2Tvkys0JmJl4mVTVs2Xqnl7K9Uuz43oS9u/I8HAOh/HOPBAD42F6xjqxcmptngTWcrdeK4D5RCc7jgLTRxA41YWHGPMtzgv8gDA3CWmvkEzQZkKTUlLqnUxwSbr3KpZikZpDEywHJA0WoLr85E+15F2/ZpahIx6cvECo2ZeJlY2bRl45VaNn+h2vfet779wxPqq9dtTP6B/JW5G9R7hye8JNY268mJUTVw3ScT42xs3SIvHEUnsc1bdN4m2jGxIr8LFixQOJMM5tiMGTOmjDS84imc2I+HCoR8lllejVx8x5bkuGDTOPvGLX1509XeJ2ec1U5huAOwHVCEN9xarBuZaFs3g2H3Z9KXiRVVx8TLxMqmLRuv1HLYv5l1o/Ot7yUL3v/H8V//+1r12t7hugiF+9tmPfr0DxPT7PBtf1s4Dl8NbfP6irvKPEysyE8beRc8stuJcYZxXWxinLnIaiBjtnGBdUut8HbLTtzfibZx69creiZ9mVihOxMvEyubtmy8Usu9frXi/t6nvjc8uCP1D+PnNh/ymjybrCeGDqr+qz6cGGfjmx73ylJkMpu8ReZrsg0TK/LcRt439h1JHR9snXWG+ym62MQ4c5HVQMZs4wLrllrh7ZaduL8TbePWr1f0TPoysUJ3Jl4mVjZt2Xillnv9asX9vS9971n2Zuofxb9c9bb3xNlkPfIf1yem2dDds7yzFJnQJm+R+Zpsw8SKPLeVF5dV2jLMMA7ubzZydNJJaYpx5iStYQz6+uvun1YTBulvohDekNSwG4toazefoY3GpC8TK+qMiZeJlU1bNl6p5dB+Je3G40Pfx9YeSP1j+EeP7bELUXA0W6zHD+5MTLP+K09Xx7avKhiB32a2eP1GXW02JlZkqK28ts8627TzcLWCKtBLjLMCSYq1SVsXWCc9hLdTZuLfL9rGr2E3AiZ9mVihORMvEyubtmy8UsvdfrHi/861vs9v7U+ZZt/76fbGkmaLdWTJ5YlxNnz/PzfG02tiW7y95gnheyZW5LvNvDctSl/SXfUMNFf3NtP1LsaZzkQLX9u8wPLkEt68rLRjn2jbDh07UTDpy8QKvZl4mVjZtGXjlVru9GvVjv0u9d2574j69LdfSIyzi25/RZ082VzebLBOvvlyYprhbDN8DnWzwRsqWzYuJlawt5237hM2r773NWeXaOraE+NMZ6KFr21fYFnJhDebkfZ8Fm3bo2UeCZO+TKzQmomXiZVNWzZeqeW8X6r27HOl7+DIMfX3N2xMTLMvX7tevTM43mjibLDiDDMYZvjDmWchbzZ4Q+YzY2NiBTcDb9WnbKKfq/uamTU3zTjDjefmzZunZs2apc4888ypP7xfsGCB2S95v3z5cnXhhRcmbc8777yptu+8807SptubMv1dtc2Lz9VcZcbNi6vMPoYFZuZDeM1stOu9aNsuPbM0TPoysUJnJl4mVjZt2XillrO/Uu367ErfS+/amphmZ1+yVr26Z7jxxNVlxb3MtGmGV9zrLOStLm/IbNnYmFjBzsKLe5ThBv9FLtfEWWqunqCZrTd8nmacnXvuuYkJpo0z/QpDzdyWLFnSsS3MtF5bmf6u2ubF6GquMuPmxVV2H8sC03kRXp2J9r2Ktu3T1CRi0peJFRoz8TKxsmnLxiu1bP5Cte+9C32z9yj6dd97QSSuLiuenqmNMzxVM/StLm/ofGZ8TKzgZuP9xa9eUTiTDObYzO+smzLS8IqncGI/Hirg4ywzs+ZyjTMYPPqMse9+97spc0x3xvfaZMMZafiMv0svvTRpv2pV5yeOlOnvqq1mMV9dzVVmXDOeOu/ZFpjw1qmWsPuKtmHrUzc6Jn2ZWFEXTLxMrGzasvFKLdf9VQu7v21973tib+rskCW/fjuYBNRhHd/0eGKa9V/1YXVi6GAwXJ0CqcPbacxQ9zOxQgPhbb4Spxln2ZBg+OgzzvCqN1xyqPfjvd42bNiQ7M+eoabb4LVMf1dtzXj0e1dzlRlXx1L3VRZY3QyG3Z9JXyZWVJ3whr326kQn2tbJXth9Rduw9akbHZO+TKyoC+Gtvjoef/5AyjS785Hd1Qdz0LOOtodv+9vEODv69A8dRGd/yDq89qNxOyITKzIpvG7rqcjoPY0z3PNMG2SmcYZ7nun9MNfMTe/vdrlmmf6u2pox6/eu5iozro6l7qsssLoZDLs/k75MrKg64Q177dWJTrStk72w+4q2YetTNzomfZlYURfCW211rNs2kDLNrlm4vdpADntV1XZs3aLENBu47pPq5MSowyjtDV2V114E/kZiYkVWhddfbXWaqadxZho+uGxTb+YlmXqffi1inJXp76qtjtd8dTVXmXHNeOq8lwVWJ3vh92XSl4kVlSe84a+/qhGKtlUzF34/0TZ8jepEyKQvEytqQnjLr4xdbx9Rn738hcQ4+5dbN6vjJ06WH8hxj0ranjiuBm86OzHOxlYvdBylveEr8dqb3utITKxIrPB6La/cyboaZ7jsUt/HDK84+0xv5pM09T79WsQ4K9PfVVsdr/nqaq4y45rx1HkvC6xO9sLvy6QvEysqT3jDX39VIxRtq2Yu/H6ibfga1YmQSV8mVtSE8JZbGUOjk+prN72cmGZfvGa9OtA/Vm4QT62raHt05d2JaTb4/b/xFKmdaarw2pnZ/yhMrMiu8PqvseyMHY0z82b2MMJwjy5zq2sElenvqq3Jo9+7mqvMuDqWuq/r169XW7ZsoflbsWIFDSt0ZeJlYmXTlo1Xarm9v0mibXu1leOUaIsaaMtf3WPVhbf85gl3Z81eM2WePfpMX7C5Kcv66obn1aE5/y0xznY9enuwbHn1WJY3b4xY9jGxQhPhTR+Ds7cKq+ubFOmfa5whEDwpU585hqdsZjfzEs5s4LofLk/stJXp76ptXmyu5iozbl5cVfZt3x7evQaqcBTtI7xFMxVfO9E2Ps3KRMykLxMraoCJl4mVTVs2XqnlMr9g8bWto++8xTuTM81gnK14+d2gE1CWdfSJWxLTbGjBF4NmywuuLG/eGLHsY2KFJsLbfGVOM86KmGYIe+HChYmxZp6NZj5MAG06bWX6u2qbF5urucqMmxdXlX2ywKpkLZ4+TPoysaIChTeedVg2UtG2bMbiaS/axqNVlUiZ9GViRS0Ib7EVsfDJvSnTbPGKfcU6NtiqjLbH+99KTLP+K09XE1ufbjDyalOX4a02Qzi9mFiRdeFtvvamGWe9zjTTIZsGGfrAcMOfeRN8855o8+bNmzLa0BZbmf6u2iKOUOPSea7zKgusTvbC78ukLxMrKk94w19/VSMUbatmLvx+om34GtWJkElfJlbUhPD2XhnL1x1MmWZ3LN3Vu1MALcpoe2TpnMQ4G77v6wFEXz6EMrzlRw+rBxMrMi+8zddfyjhbtWpVchaZvtwy+4pLDvWmTadsG3w226F93j2+yvR31TbUuHSO67zKAquTvfD7MunLxIrKE97w11/VCEXbqpkLv59oG75GdSJk0peJFTUhvN1XxkuvDaRMszn3vda9Q0DfFtV2ct+riWmGs82OvbEuIIrioRTlLT5iuC2ZWKGC8DZfiynjDE/RzDPBzH1ZQwyfzzvvvKQfzijLuyeaNqj0GWcavWh/tHfRNtS4dH7qvL72Wjw/bHU4dV/h1Zlo36to2z5NTSImfZlYoTETLxMrm7ZsvFLL5i9U+97j9jFz5sxRp5122tTfjBkz1Ac+8AE1c+ZMddFFF6mVK1cm0HsOjKrPXfH+wwAu/MEmdWzyRPJ96G+K1vLIoosT4wzvY92K8sbKZ8bNxApu4TXVb+Z9yjhzFQIu4Tz33HOnzDXzfmiu5is6bqhxFY2/VztZYL0yFPf3TPoysaIqhTfutdktetG2W3bi/k60jVu/XtEz6cvECt1ZeGGIwSw75ZRTev6h3aLFv1QX3NyXnG12/pyX1NvvjfVaKkF9X0RbnF2Gs8z0H84+i3UrwhsrWzZuJlawC2+2Avx/9mKc4UwxnLXW7Smb/tF/cwZbiHHZyoUsMFuZDHMcJn2ZWFFtwhvmmrMRlWhrI4thjiHahqmLraiY9GViRX0w8OIMsyKGWbbNn330HxLjbNMbh20tJ2/jFNEW9zPTphnucxbzVoQ3Zj4zdiZWcAuvqX4z770YZ7iUE384wyukLdS4bOVIFpitTIY5DpO+TKyoNuENc83ZiEq0tZHFMMcQbcPUxVZUTPoysaI+2s6L2+RkDbEyn0/9k9PVMxvetbWUvI4DbY/tXq9Gn71TDS34wtTfwNxPqMFbPqVGHpythu//l8Q0g3mGJ2vGvLW9lk1tmFjBLbym+s2892KcNYMms8oCa3cNMOnLxIqqFd72rl3RVrRtSwakltui5HQO0XZ6TmLdM3/+/FqmmTbYcO+z2DYYZu98f2bKGNNnlmVfB646XQ3/LD7GrCZMa5eJFToLb7ba/X8W48x/zr3NKAvMW6obmYhJXyZWFJPwNrKkvEwq2npJcyOTiLaNpN3bpEz6MrGigNrKi3uaaePLxuvSpUu9ISatbwAAIABJREFUrbe6E+EMs6w5VuQz+sW8tbWW8zRhYgW/8OZVgd99Ypz5zbfX2WSBeU2398mY9GViRSEJr/fl5G1C0dZbqr1PJNp6T7nXCZn0ZWJFEbWVF/dxtmGY6THw5M0YtiMPX13JNNPG2vC9F8SAmRtjW2s5D5aJFfzCm1cFfveJceY3315nkwXmNd3eJ2PSl4kVhSS83peTtwlFW2+p9j6RaOs95V4nZNKXiRVF1Ebevr4+q6aZNs9wFlvI29jzD9QyzbR5Nrp8XsiYHWNrYy13gmViRQ6Et1Ml+Nsvxpm/XHufSRaY95R7nZBJXyZWFJHwel1KXicTbb2m2+tkoq3XdHufjElfJlYUUht5qz5FUxtknV7xoIFQN9zTTBtfNl4ntq0IFbVjXG2s5U6wTKzIgfB2qgR/+8U485dr7zPJAvOecq8TMunLxIoiEl6vS8nrZKKt13R7nUy09Zpu75Mx6cvEikJqI+/MmTOdnHEW8uWauMTShmGmx8CTN2Pb2ljLnTRgYm3rcaqTtqHyinHWTbHIv5MDSuQC9gifSV8mVsguvD2KP+KvRduIxesRumjbI0GRf82kLxMryrKNvDC4Op01Vmf/jBkzglzJk/u3WzXNtHmGs9hi2tpYy53yz8SKHAhvp0rwt1+MM3+59j7Ttm3bvM/Z5ITC22T23c4t2rrNb9OjM+nLxIq6YuJlYmXTlo1XarnpX8X689cxx3r1rR+d/RGqPkVTG2SdXvGggZg2prXLxIoaFN7mV6IYZ81r4CwCWWDOUhvEwEz6MrGiuIQ3iCXmJAjR1klagxhUtA1CBmdBMOnLxIqCaSOvqzPOQr1Uc+TB2U7OOIvtcs021nKngzoTa1uPU520DZVXjLNuikX+nRxQIhewR/hM+jKxQnbh7VH8EX8t2kYsXo/QRdseCYr8ayZ9mVhRlm3kPfPMM51cqnnaaacFuZJhcHU6a6zO/oG5nwiSt1NQbaxlYf1NBpi0BXGIvGKcdVqNLdgfYsG5TKvwusxus2OLts3m3/XsTPoysaJumHiZWNm0ZeOVWnb9q+d+/IsuusiJcYZxQ9zqmGO9+obI2ykmprXLxAq9hbdT1fvbL8aZv1x7n0kWmPeUe52QSV8mVhSR8HpdSl4nE229ptvrZKKt13R7n4xJXyZWFFIbefv6+pwYZ0uXLvW+9opM6OqMM7lUs0j2m2nTxnXbLZPC2y07fr4T48xPnhuZRRZYI2n3NimTvkysKCDh9baMvE8k2npPubcJRVtvqW5kIiZ9mVhRTG3lxWWVvW70X+Z73N9scHCwkfXXa9Lhey9wcqnm0IIv9Jo6qO/bWst5SWZiBb/w5lWB331inPnNt9fZZIF5Tbf3yZj0ZWJFIQmv9+XkbULR1luqvU8k2npPudcJmfRlYkURtZXX9llnK1eu9Lrmykw2unyeE+MM48a0tbWW8zRgYgW/8OZVgd99Ypz5zbfX2V599VWv8zU9mfA2rYC7+UVbd7kNYWQmfZlYUVtMvEysbNqy8Uoth/DLaCeGWbNmWTnrLNR7m+ksTe7f7sQ4m9i2Qk8RxSvT2mViRfEJb/NLUIyz5jVwFoEsMGepDWJgJn2ZWFFcwhvEEnMShGjrJK1BDCraBiGDsyCY9GViRcG0mXfxyn3q1D85vZZ5NnPmzGAv0dQL/uTkhBq8/kyr5hnub3ZybFhPEcVrm2s5KwATK9iFN1sB/j+LceY/595mlAXmLdWNTMSkLxMrikl4G1lSXiYVbb2kuZFJRNtG0u5tUiZ9mVhRQG3lfWbDu+qs2Wum/v70w+dVMs9wplmo9zXTi39yb586fPvn1aErTrdqnB3bvV5PEc1rW2s5TwAmVvALb14V+N0nxpnffHudTRaY13R7n4xJXyZWFJLwel9O3iYUbb2l2vtEoq33lHudkElfJlYUURt5X95xODHNYJ5ddverCvcoww3+izwQ4Mwzz1ShPkHTXPhjz//MqlnWf+VvzLfY7m2mc9LGWtZs2VcmVrALb7YC/H8W48x/zr3NKAvMW6obmYhJXyZWFJPwNrKkvEwq2npJcyOTiLaNpN3bpEz6MrGigNrGu/fgqPr8VS8mxtnX5/WpkaOTyVq57bbbFM4kgzk2Y8aMKSMNr3gKJ/bjoQKhn2V28thRNfLQd1Km2cB3P6LG+/5D1X3C5siDs6O7RFOL27Za1lx5r0ys4BfevCrwu0+MM7/59jqbLDCv6fY+GZO+TKwoJOH1vpy8TSjaeku194lEW+8p9zohk75MrCiiNvHCIINRpi/RhIEGI83cYued3LNBHb71cynTbOj//oM6/u6uBLPqUzbRL7b7miXQLatlkyvvfex1nMfUbZ/wdsuOn+/EOPOT50ZmkQXWSNq9TcqkLxMrCkh4vS0j7xOJtt5T7m1C0dZbqhuZiElfJlYUU5t4cUmmNs3wiks2s1vMvGNrf5oyzHBpZafLKnGPsndvOHtae305pvmKs9Rie4JmVte21XIen7kv5jo2OYq+F96imXLXTowzd7ltfGRZYI1L4DQAJn2ZWFE0wut06TQ6uGjbaPqdTi7aOk1v44Mz6cvEisJqC+/Ni3akTDM8HCBvi5H35PgRNfKLy1Im2MC1/11NbF6eh5jsAysMMZhrMMcG5n5iagy8Di34wtT+yf3boz7LLIFtUS2bTJ3ex1jHnViK7BfeIlly20aMM7f5bXR0WWCNpt/55Ez6MrGicITX+fJpbALRtrHUO59YtHWe4kYnYNKXiRVF1Qbee5a9mTLNFq/c13G9xMZ7bNdL6vD8z6RMM5hgx997syOj/iI2Vh131VcmXiZW1IPwVl0V9vqJcWYvl8GNJAssOEmsBsSkLxMrikR4rS6VoAYTbYOSw2owoq3VdAY3GJO+TKwotNh5H1m9P2Wa3fno7q7rJybesdU/SRlmU5dmPjm/K5/5ZUysZtxV3zPxMrGiHoS36qqw10+MM3u5DG4kWWDBSWI1ICZ9mVhRJMJrdakENZhoG5QcVoMRba2mM7jBmPRlYkWhxcz73OZDKdNs7v3be66dGHhPHh1SIz+/NGWaDcz9uJrY8quefGaDGFjNeOu+Z+JlYkVdCG/d1VG/vxhn9XMY7Ahbt24NNjYXgQmvi6yGMaZoG4YOrqJg0peJFfXCxMvEyqYtG6/UsqtfO7vjbt0zrM65ZG1inM2+Y0uhCULX99jOF9Tg9z+VMs2G7/tHdaL/PwvxmY1CZzVjtfGeiZeJFbUhvDZWSL0xxDirl7+ge8sCC1qe2sEx6cvEisIQ3trLI9gBRNtgpakdmGhbO4VBD8CkLxMrii5G3gP9Y+pL16xPTLNZ129U/UMThdZQyLxHV92TMsymLs186rZCXHmNQmbNi7fuPiZeJlbUhfDWXR31+4txVj+HwY4gCyxYaawExqQvEyuKQ3itLJEgBxFtg5TFSlCirZU0BjsIk75MrCi42HgnJk+oC3+wOTHNPv3tF9TOfUcKr50QeU8eGVAjD16cMs0Grj9TTWx9pjBXXsMQWfPitLWPiZeJFfUhvLZWSfVxxDirnrvge8oCC16iWgEy6cvEiqIQ3lpLI+jOom3Q8tQKTrStlb7gOzPpy8SKwouN9+p7tyWm2Vmz16h12wZKrZ/QeI/tWKMG5/11yjQbXvhP6sTg/lJceY1DY82L0eY+Jl4mVtSI8NpcKdXGEuOsWt6i6CULLAqZKgfJpC8TKwpCeCsvi+A7irbBS1Q5QNG2cuqi6MikLxMrii8m3lsfeiNlmi1fd7D0+gmJ9+jKu1OGGS7NPPrMD0szdeoQEmunGG3uZ+JlYkWNCK/NlVJtLDHOquUtil6ywKKQqXKQTPoysaIghLfysgi+o2gbvESVAxRtK6cuio5M+jKxovhi4b3/qbdSphk+V9lC4D0x/J4a+dlFKdNs8Ia/UhPbVlRB6tgnBNaOwTn4gomXiRWlIrwOFkzJIcU4K5mwmJrLAotJrfKxMunLxIpKEN7y6yGWHqJtLEqVj1O0LZ+zmHow6cvEihqMgRdnluGyTP2HM8+qbk3zHtu+Sg3edHbKNBu+/5/ViaHyZ8/1ykHTrL3is/09Ey8TK+pEeG2vlvLjiXFWPmfR9JAFFo1UlQJl0peJFcUgvJWWRBSdRNsoZKoUpGhbKW3RdGLSl4kVBRg6L+5hpg0zvOIeZ3W2JnmPPntnyjCbujTz2Tvr4HTt2yRr18AcfcnEy8SKchFeR4umxLBinJVIVmxNZYHFpli5eJn0ZWJFFQhvubUQU2vRNia1ysUq2pbLV2ytmfRlYkUdhsyLp2XiqZnaOMPTNPFUzTpbE7w4mwxnlcEo03846wxnn7ncmmB1ydNrbCZeJlboLry9qt/992Kcuc9xYzPIAmss9V4mZtKXiRXFI7xellAjk4i2jaTdy6SirZc0NzYJk75MrCioUHn7hybUrOs3JqbZl65Zrw70j9VeA755cd8y3L9MG2Z4xf3NcJ8z15tvVtc8vcZn4mVihe7C26v63X8vxpn7HDc2w5YtWxqbu4mJhbeJrPuZU7T1k+emZmHSl4kV9cTEy8TKpi0br9RyU7+G6Xln37ElMc3OuWSt2rpnON2g4ief+uIJmaZhhvd4kqavzSerL6Zu8zDxMrFCc+HtVvl+vhPjzE+eG5lFFlgjafc2KZO+TKwoIOH1toy8TyTaek+5twlFW2+pbmQiJn2ZWFFMIfLOvX97YprhMs3nNh+yVvc+eE8M7lfDC/8pZZoNzvtrdWzHGmscRQbywVokDl9tmHiZWFE/wutrFXWeR4yzzrmJ/htZYNFL2BWASV8mVoguvF1LP+ovRduo5esavGjbNT3Rf8mkLxMrCjM03jsf3Z0yzR5Zvd/q+nHNO7H1GTVw/Zkp02zkwYvVySMDVjmKDOaatUgMPtsw8TKxooaE1+dKyp9LjLP8vLRi7yuvvNIKjqIQwls0U/G1E23j06xMxEz6MrGiBph4mVjZtGXjlVou8wtmt+3ilftSptk9y960O4Hj4/LoU7elDLOpSzNX3WOdoeiAUstFMxVfO9E2Ps3KRByivmKclVEwsrYhFpzLFAqvy+w2O7Zo22z+Xc/OpC8TK+qGiZeJlU1bNl6pZde/evnjP7Ph3ZRpdvOiHfkNa+51oe+J/v9Uw/f9Y8o0G/z+p9SxnS/UjLZedxes9SJy25uJl4kVVSO8btdOkdHFOCuSpUjbyAKLVLiCYTPpy8QK+YW34CKIsJloG6FoBUMWbQsmKtJmTPoysaIcQ+B9ecfhlGl22d2vOlsptnkntvxKDcz9eMo0G/n5perk0SFnDEUHts1adN6m2jHxMrGinoS3qVX1/rxinL2fi9a9kwXWOklTQEz6MrFCZOFNlXqrPoi2rZIzBSPaptLRug9M+jKxolCb5t17cFR9/qoXE+Ps6/P61MjRSWdryCbv6JPzU4YZLs0cW/0TZ7GXHdgma9m5m2jPxMvEiloS3iZWVHpOMc7S+WjVJ1lgrZJzGgyTvkysEFp4p5V7a3aItq2RchqIaDstJa3awaQvEyuKtEleGGQwyvDkTPzBQIOR5nKzwXv8vTfV8L0XpEyzw/M/o47tesll6KXHtsFaetIGOzDxMrGipIS3wYX126nFOGteA2cRyAJzltogBmbSl4kVxSW8QSwxJ0GItk7SGsSgom0QMjgLgklfJlYUTJO8uCRTm2Z4xSWbrre6vBObl6uBa/97yjQb+cVl6uT4Edehlx6/LmvpCRvuwMTLxIqyEt6GF5dSSoyz5jVwFoEsMGepDWJgJn2ZWFFcwhvEEnMShGjrJK1BDCraBiGDsyCY9GViRcE0xYub/5umGR4O4GPb/sxiNfrsnWpowRem/gbmfkIN3vIpNfLgbDW6fJ46tnt9xzDwPS7HNP/G1v60Y/umv2hK26a4mXiZWFFPwtvUqnp/XjHO3s9F697JAmudpCkgJn2ZWCGy8KZKvVUfRNtWyZmCEW1T6WjdByZ9mVhRqE3w3rPszZRptnjlPudrBoYYzDLT9Or0Hu0mtq1IYjr+7i419H//IdX38K2fU5N7NiRtQnzThLZN5oGJl4kVNSW8Ta6s38wtxlnzGjiLQBaYs9QGMTCTvkysKC7hDWKJOQlCtHWS1iAGFW2DkMFZEEz6MrGiYHzzPrJ6f8o0u/PR3c7qVg+MM8w6mWTd9qPfeN9/qIHvfiTVf+Sh76iTx47q4YN99a1t04lg4mViRV0Jb9OrSy7VbF4BhxHIAnOY3ACGZtKXiRWlJbwBLDBHIYi2jhIbwLCibQAiOAyBSV8mVpSMT97nNh9KmWZz79/usGp/M/SRh69OmV7djLIi3409/zPnMWOCRYsWqQ9+8IPqlFNOUaeeemrHOe+66y51xhlnTLXTbb/5zW+qXbt2FdJ29erV6vzzz5/W/9ChQ7lzFokLfW+88cYkfsSFGJctW5Y7ZrediA/8GAN/YDM3cGKfzpWeC3HmbTo2PSbYY9x8rtsQ8iO8zasgZ5w1r4GzCDZv3uxs7BAHFt4QVbETk2hrJ4+hjsKkLxMr6o2Jl4mVTVs2XqllN7+WW/cMq3MuWZsYZ7Pv2OJmImPUsecfsGSafVgdvv3zanJvnzG6m7cwl0wTSBtGebPBMNLfZ19hDK1atSqvW7IP5lK2n/4Mo8vcisYFY8o08vR4+rWseZYd65xzzjHDSplqeg79CvPO3PBZG2a6TXY8s33I7+U4FbI69WMLUV8xzurrGuwIIRacy2QJr8vsNju2aNts/l3PzqQvEyvqhomXiZVNWzZeqWX7v3oH+sfUl65Zn5hms67fqPqHJuxPZIyIe5oVOYOsaJvxLU8Zo7t7CyMHfzC18KoNnuyMONNKf4ezpvQZYpdffnmy/yc/+Um2W/IZ7bWJBHMK42Ez+5tnbRWNC+aUjgtnw2HD2HoumIJFN/THWKZ5hjjMDeMhTvBg7eo+6Jdti30wG3EWm44x28YcO+T3cpwKWZ36sYWorxhn9XUNdoQQC85lsoTXZXabHVu0bTb/rmdn0peJFXXDxMvEyqYtG6/Ust1fvYnJE+rCH2xOTLNPf/sFtXPfEbuT5Iw2fO8FVo0zPHnTx6YNMMwFU0cbPNm5TfPHPIvL3N/NODPbmQYZ5tFzmpcxFo1Lx5w1yExDbdOmTVmcaZ9NY8+MtZvRpdeujj/b1mTo1GZaIIHu0KyBhmc9LOG1ntLSA4pxVjpl8XSQBRaPVlUiZdKXiRW1ILxVVkQcfUTbOHSqEqVoWyVr8fRh0peJFRXomvfqe7clptlZs9eoddsGnBf+5P7tVk0zfVYazmLzuWkTCiZPdjONJX3GGPbp+5XhDK9ul2qaZpRpvGEefYZX1njSMXSLS3+HMcwNc2izCnP32vRlqNq80307xYTxMIfuh/bZSzXNOYuMZ7YP7b3rdSu8zWYgRH2nH4WazZHMbjEDIRacRbxpQwnvtJS0Zodo2xopc0GY9GVihdhMvEysbNqy8Uot5/5UVdp560NvpEyz5esOVhqnbKeqT9HUBlmnVzxowOemTSiYPHkbzhTTBhBe9b3R8IqzurrVMr7Xfc1LPWE+6XE6mVTd4tLGHcbWBhku1TQvAdX785iwzzT19CWkOta8mPR35mv2LLrsXLpt3njZtiF+7qZtiPHWjUl462awfv/8o1D9cWWEADIgCywAERyGwKQvEytKRngdLpyGhxZtGxbA4fSircPkBjA0k75MrCgtV7z3P/VWyjTDZ1/byIOznZxx5utyTZ2nbgaVbpM1z2AIaSOsl7b6zDJtImVfO5lK3eIyzyzLjqc/9zLOtHFnnjGm++bFpL8zX3HGXTfzTLfNG0/nNuTXXtqGHHuV2IS3Stbs9hHjzG4+gxqtyPXzQQVcMxjhrZnAgLuLtgGLYyE0Jn2ZWFEaTLxMrGzasvFKLdf/YcOZZbgsU//hzDOfGwyuTmeN1dk/MPcTPjG63uMMgZiXJeK9+bnXpZroj0s70QdtYSThFZ+1odbJVOpmnGFcmGd6DIyL90XPONNGIGIpe08yXJqK/poHc+sz1rLCxW6cyXEqq2i7Poeorxhn7aqxFE2IBZcK0PIH4bWc0ICGE20DEsNBKEz6MrGiVJh4mVjZtGXjlVqu90OHe5hpwwyvuMeZ762OOdarr0+WbgaVNphgAJlnVpn7zzvvvErh6jO+YKLlbd3iymuPfWZcncwstDMfIqDNrbzXvHWq95kmnXnWmhmbHrOTOWi2DfG9Zg0xNhcxCa+LrJYbU4yzcvmKqrUssKjkKh0sk75MrCgE4S29HKLpINpGI1XpQEXb0imLqgOTvkysKEKbvHhaJp6aqY0zPE0TT9X0vbk64yykSzVNgymbX20KfexjH8t+1fPz6tWrk3ufmYac2bGKcab7wJTrtplcmiPvNa9u9T5zDDHOumU7nu+0tvFEXC/SEHnFOKunadC9Qyw4lwkTXpfZbXZs0bbZ/LuenUlfJlbUDRMvEyubtmy8UsvVfvX6hybUrOs3JqbZl65Zrw70j1UbrGav4XsvcHKp5tCCL9SMrFx3bTbBOMpupjl01113JV/jvTaazDPO9KWTOBtLbzDGYJTpDZdY6sscuxlc3eLC2WQYV59VhlfzEtKsGZcXl47HfNVMmFtviB2fETc2rF3s0wzoo+PQffRr3nj6uxhe5TgVg0rVYwxR3+lHoep80jOwDIRYcC5TJLwus9vs2KJts/l3PTuTvkysqBsmXiZWNm3ZeKWWq/3qzb5jS2KanXPJWrV1z3C1gSz0Gl0+z4lxhnFdb+ZTKbW5Y75qkwyGkGkQmW3wHt89/vjjSbj6e9N4Mg0w/b3um10HReOCcWWOZb7Pu/RTf2/GlQRtvMlr120utDdNQgzVLV9on2U2pg/ubUyx2kie8NrIYr0xxDirl7+ge8sCC1qe2sEx6cvEisIQ3trLI9gBRNtgpakdmGhbO4VBD8CkLxMris4G79z7tyemGS7TfG7zoUbreXL/difG2cS2Fc65ihpUWjuYUaYhhDPFsA/GmqmtNp5MMwlnf+kzvvC92TcLWjQu3NAfbc2YYIplzzTT4+fFpb8zXxEb2mJsc8PZZmZsmBefYaplNzMmPa/5auYr2ze0zzHFaiN3wmsji/XGEOOsXv6C7i0LLGh5agfHpC8TKwpDeGsvj2AHEG2DlaZ2YKJt7RQGPQCTvkysKLq6vHc+ujtlmj2yen8QtYzLKnvd6L/M97i/2cmx5s6iq5JUrS1MJBhEMI46XbpYZfy6fWzHpXnrxhVDfyZW6CG8zVelGGfNa+AsAllgzlIbxMBM+jKxoriEN4gl5iQI0dZJWoMYVLQNQgZnQTDpy8SKgqnDu3jlvpRpds+yN53VYNmBbZ91dmz3+rIhNN5ea6svydSXeTYe2G8DsB2X5g2Fz2UcTKzIo/C6rKZiY4txVixPUbaSBRalbIWDZtKXiRUFILyFl0F0DUXb6CQrHLBoWzhVUTZk0peJFcVYlfeZDe+mTLObF+0IrrYPz/+MlbPOfNzbzEXyoC3OMMu7xNHFfGXGdBFX1VouE3cobZlYkXPhbb7yxDhrXgNnEfT19TkbO8SBhTdEVezEJNrayWOoozDpy8SKemPiZWJl05aNV2q596/lyzsOp0yzy+5+tXcnzy1Gn7jFimk28uDs6C7R1KmWWtaZaN+raNs+TU2iEPUV48xUqGXvQyw4lykWXpfZbXZs0bbZ/LuenUlfJlbUDRMvEyubtmy8Usvdf/X2HhxVn7/qxcQ4+/q8PjVydLJ7J8/fHl11T8o0G7rzy6nPRe9thjPNYruvmZlqqWUzG+16L9q2S88sTYj6inGWValFn0MsOJfpFV6X2W12bNG22fy7np1JXyZW1A0TLxMrm7ZsvGy1/OMf/1jNmTNHnXbaaVN/M2bMUB/4wAfUzJkz1UUXXaRWrlyZ/AzCIINRhidn4g8GGoy0kLbx9b9MmWRHHr56Kjzcoww3+C9img3fe4Hy8QRN13ljq2UmXiZWrBPhdX206D2+GGe9cxRtC1lg0UpXKHAmfZlYIb7wFloCUTYSbaOUrVDQom2hNEXbiElfFlYYYjDLcP+rXn9ot3TpUoVLMrVphldcshnSNvHqsyljbPiBf50W3vZl9yicSQZzbGDuJ6ba4xVP4cR+PFQg5rPMTGCWWtbMTLxMrNBXeHWVN/cqxllzuXc+syww5yludAImfZlYUVTC2+jScjq5aOs0vY0OLto2mn7nkzPpy8CKM8x6mWV53//ZR/8hMc7wcICQtsk9G1X/Vf8lMc6G7v6qOjk5Pi1EBn01NBMrmJl4mVjZtA2VV4wzfWRt4ascUFooqoHEpC8TKyQWXqPQW/ZWtG2ZoAaOaGsko4VvmfRtO+usWbMqmWbaSDv1T05Xi1fuC6rKj7+zSw3e8FeJaXb4B59VJ4YO5sbYdn1NaCZWcDPxMrGyaRsqrxhn5tG1Ze/lgNIyQTM4TPoysUJm4c0Ue4s+irYtEjODItpmEtKyj0z6tpl1/vz5tUwzbZ7h3mehbCeO9KvDt/9tYpoNXPdJdfzA9o7htVnfLDQTK9iZeJlY2bQNlVeMs+wRtkWfX3755RbR9EYR3t45irWFaBurcsXiZtKXiRXqM/EysbJpy8bb1lrGPc208WXjFfc8a3w7eUIN3fO1xDTDjf+PvbGua1ht1TcPmokV/Ey8TKxs2obK29E4W7JkiTrvvPPUmWeeqc4999y8Y5G69NJLp75Hm+zfggULcvtkdy5fvlxdeOGFSX/Mib7vvPNOtqly1XbaREo5m6sMQ15cZfbJAaVMtuJry6QvEysqUXjjW49FIxZti2YqvnaibXyalYmYSd+2suLfKjYMMz0GnrzZ9Day6OKUaTbxypM9Q2qrvnngTKzgZ+JlYmXTNlTeacYZjB1tmJlmWN7ByDS8zLZ4X8Q4gzmX7ac/Y2xzc9XWnEO/dzVXmXF1LHUA3VjNAAAgAElEQVRe5YBSJ3vh92XSl4kVlSe84a+/qhGKtlUzF34/0TZ8jepEyKRvG1lxWZc2vGy+4iy2prYjj16bMs3G1v28UCht1LcTOBMrcsDEy8TKpm2ovNOMMxhW+IPJYxpjeQck/X0RkyzbH2eU4Uw2GGW4SSc+4888i23VqlVT3Vy1zcaEz67mKjNuXlxV9skBpUrW4unDpC8TKypQeONZh2UjFW3LZiye9qJtPFpViZRJ3zayVn2KZi+TDf+GaWI7+vTtKdPs6Iq7CofRRn07wTOxIgdMvEysbNqGyjvNOIPBozdtjMHcytv091WMM5zZps8uw3u9bdiwIdk/b968qd2u2uo5zVdXc5UZ14ynzns5oNTJXvh9mfRlYkXlCW/4669qhKJt1cyF30+0DV+jOhEy6dtG1pkzZzo546yJyzXH1j6QMs1GH7+hVGm3Ud9OCWBiRQ6YeJlY2bQNlXeacWYeeLQx5sI4g9mmjTPTrMP8ej/mx+aqrcmq37uaq8y4Opa6rxs3bqw7RFT9hTcquUoFK9qWSld0jZn0ZWJFITLxMrGyacvG28ZahsHV6+yxKt/PmDHD62/ueN/jKdNs5BeXlZ6/jfp2SgITqxynOlVBO/ZLLTevoxXjTBtdeO12c38T17wk09yP93o8bZy5apudF59dzVVm3Ly4quyTBVYla/H0YdKXiRUVKLzxrMOykYq2ZTMWT3vRNh6tqkTKpG8bWauYYkX7VKmnKn2O7ViTMs2Gf/KPVYah+m+MNtZyN9GZeJlYobnwdqt8P99ZN8606dXrmv9uZ7PpMbRx5qptXopdzVVm3Ly4quyTBVYla/H0YdKXiRUVKLzxrMOykYq2ZTMWT3vRNh6tqkTKpG8bWV2dcebrUs3JfVvVwLUfS4yzwwu+oE4eHa5SylT/jdHGWu4mOhMvEys0F95ule/nu1rGWTZE3MdL3/Af5pe+uX+2HT6XMZJctY0prrxYe+17+umn1Zo1a2j+Fi9eTMMKXZl4mVjZtGXjlVpu72+SaNtebeU4Fb+2p59+upNLNT/0oQ85/2/PF59+VB287q8S0+zg3L9ULz21tPK8TMcqJlY5TsV/nIKGnf6kltO52bt3by8rxPr3Vo0zRGfeywvvO21mu073OMPljdkxbbbNiy3UuPJi7bVPnOleGYr7eyZ9mVhRlcIb99rsFr1o2y07cX8n2satX6/omfRtI+tFF13kxDjDuC63k+NH1NCdX0pMs4HvfkRNvrW51pRt1LdTQphYkQMmXiZWNm1D5bVunOFJmPpSyyVLlnQ6jqmFCxcm7XCmmt527NiR7EcbbK7a6jnNV1dzlRnXjKfOezmg1Mle+H2Z9GViReUJb/jrr2qEom3VzIXfT7QNX6M6ETLp20bWvr4+J8bZ0qVL65RVz77DC/8pMc36rzxdHdu+qmefXg3aqG8nZiZW5ICJl4mVTdtQeSsbZ7gME5dQmqaXeakmLtk0zw7Thpq+95lpkGEf2uLPvIk+2mBz1RZjhxrXFHjN/5EDSs0EBt6dSV8mVpSd8Aa++GqEJ9rWSF7gXUXbwAWqGR6Tvm1lPe2006yaZ7i/2eDgYM3K6tx9ZMnlKdNs/OVHOzcu8U1b9c1LARMr+Jl4mVjZtA2Vd5pxZhpX+swx8xVnTmHbsGFDcmaY+b1+nz3bLO8+Zdq00n3M1+xlnq7ahhrXVJJr/g80YtqEt71qi7bt1RZkTPoysYq2sm7blAGmtdtWVttnna1cudJZiY8uuyllmo2t+c2/v2xM2FZ983LDxAp+Jl4mVjZtQ+WtbJwBCGedmUYbzjLD57yHAmiDSp9xhv7YYJCdd955iQmH77Om22+bOmkbalyauc6rHFDqZC/8vkz6MrGi8oQ3/PVXNULRtmrmwu8n2oavUZ0ImfRtMyv+nXHKKafU/nN5b7OjK+9OmWajT91ap3Sn9W2zvllYJlawM/EysbJpGyrvNOMse8Cx8RmXYOqnbZqXdtoYu84YocZVh8nsKwcUMxvte8+kLxMrKlV427deNZFoqzPRvlfRtn2amkRM+raZ9ZkN76pT/6TeEzZnzpzp7BLN8Zd+kTLNjjzyXbMMrbxvs77ZBDGxgp2Jl4mVTdtQeb0YZ/pJlTgbLaQt1Lhs5UgOKLYyGeY4TPoysaLahDfMNWcjKtHWRhbDHEO0DVMXW1Ex6dtW1k1vHFZnzV4z9fenHz6v0llnONPM1X3NJrY+lTLNRn72b7bKNzVOW/VNQf72AxMrkJl4mVjZtA2V14txhksx8YczvELaQo3LVo7kgGIrk2GOw6QvEyuqTXjDXHM2ohJtbWQxzDFE2zB1sRUVk75tZH37vTF1/pyXEuPsgpv71PJfPaNwg/8il27iPswun6B5bPf6lGk29OO/V+r4pK3yTY3TRn1TgMYHJlZgM/EysbJpGyqvF+PMOH7JW48ZkAOKx2Q3MBWTvkysKCXhbWBBeZpStPWU6AamEW0bSLrHKZn0bRvrsckT6sIfbEpMs89dsU7tOTCaVA8eQIYzyWCOzZgxY8pIwyuewon9eKiAq7PMEMTxgzvVwPV/mRhnh2/9nDox/F4Sn+03bdO3W36YWJEHJl4mVjZtQ+UV46zb0Tby7+SAErmAPcJn0peJFbILb4/ij/hr0TZi8XqELtr2SFDkXzPp2zbWOfe9lphmuFTzpdcGUtXYJC8MMhhl/VeePvUHAw1GmsutSV6XXHljM7GCn4mXiZVN21B5xTjLO8q2ZJ8cUFoiZAcMJn2ZWCG38HYo+hbsFm1bIGIHBNG2Q2JasptJ3zax3rF0V8o0W77u4LSKbIz3+KTCJZnaNMMrLtl0vTXG6xosZ3wmVuAz8TKxsmkbKq8YZzkH2bbsWr/e/Y9vSLkS3pDUsBuLaGs3n6GNxqQvEyvqjImXiZVNWzbettTy4hX7UqbZwif35v78NcWLm/+bphkeDuBja4rXB1t2DiZWsDPxMrGyaRsqrxhn2SNsiz7LAaVFYuagMOnLxAqphTen4FuyS7RtiZA5GKJtTlJatItJ3zawrnj53ZRpNm9x58sfm+A98sh3U6bZ+Eu/8LZamuD1BpeZiIkV6Ey8TKxs2obKK8ZZ5gDbpo9yQGmTmtNZmPRlYoXSwju93tuyR7Rti5LTOUTb6Tlp0x4mfWNn3bJrKGWaXfajrV1L0Tfv6FO3pkyzoyvv7hqf7S9989qOv8x4TKzICxMvEyubtqHyinFW5ugbWVs5oEQmWMlwmfRlYkUZCG/JxRBRc9E2IrFKhiralkxYZM2Z9I2Z9UD/mPriNesT4+xrN72shkYnu1abT96xNQtTptnospu6xubiS5+8LuIvMyYTK/LCxMvEyqZtqLxinJU5+kbWVg4okQlWMlwmfZlYUQbCW3IxRNRctI1IrJKhirYlExZZcyZ9Y2U9fuKk+pdbNyem2Wcvf0HtevtIz0rzxTv+8qMp02xkyeU9Y3PRwBevi9jLjsnEitww8TKxsmkbKq8YZ2WPwBG1lwNKRGJVCJVJXyZWlILwVlgQkXQRbSMRqkKYom2FpEXUhUnfWFmvWbg9Mc3Omr1Grds2UKjCfPAe274qZZoNL/ynQrG5aOSD10XcVcZkYkV+mHiZWNm0DZVXjLMqR+FI+rz00kuRRGonTOG1k8cQRxFtQ1TFXkxM+jKxokKYeJlY2bRl442xlu98ZHfKNHv8+QOFf6Rc806+tVkNfPcjiXE2dOeX1Mnx3mfCFQYo2dA1b8lwnDZnYkUimXiZWNm0DZVXjDOnh+tmB5cDSrP5dz07k75MrKgb4XW9epobX7RtLveuZxZtXWe42fGZ9I2Ndcmv306ZZvc9sbdUsbjkPX5orxq8+X8mptngLeeqEwP7SsVnu7FLXtux1h2PiRW5YuJlYmXTNlReMc7qHpED7i8HlIDFsRAak75MrCgN4bWwQAIdQrQNVBgLYYm2FpIY8BBM+sbE+uu+91Km2U2LdpSuIle8J48Oq8MLvpCYZgPXfkxN7uv+hM/SwVfo4Iq3QijOuzCxIplMvEysbNqGyivGmfNDdnMTyAGludz7mJlJXyZW1I7w+lhBzcwh2jaTdx+zirY+stzcHEz6xsL66p5hdfYlaxPj7NK7qplSrniHf/KPiWnWf+Xp6tiONc0VsDGzK15jimDeMrEi6Uy8TKxs2obKK8ZZMId2+4HIAcV+TkMakUlfJlbUmPCGtNLsxiLa2s1nSKOJtiGpYT8WJn1jYH1ncFx9+dr1iWn29zdsVIMjxyoJ74J35BeXpUyz8b7HK8XmopMLXhdx2hiTiRX5YuJlYmXTNlReMc5sHJUDHUMOKIEKYyksJn2ZWFEewmtpkQQ4jGgboCiWQhJtLSUy0GGY9A2d9eRJpS66/ZXENPv0t19QO/dVv9m+bd7Rx29ImWZjax8Iqqpt8wYFlwmGiRXoTLxMrGzahsorxlnmANumj3JAaZOa01mY9GVihdLCO73e27JHtG2LktM5RNvpOWnTHiZ9Q2f93k+3J6bZWbPXqOe39tcqNZu8R1fclTLNjj59e63YXHS2yesiPptjMrEib0y8TKxs2obKK8aZzaNzYGPJASUwQSyHw6QvEyvKRHgtL5aAhhNtAxLDciiireWEBjYck74hs/7osT0p0+yxtQdqV4ot3rF1P0+ZZkcevbZ2bC4GsMXrIjbbYzKxIndMvEysbNqGyivGme0jdEDjvfjiiwFF4z4U4XWf46ZmEG2byryfeZn0ZWJF9TDxMrGyacvGG2ot/3LV2ynT7J5lb1r5kbLBO/HKkynTbGTRxVZiczGIDV4XcbkYk4kV+WPiZWJl0zZUXjHOXBylAxlTDiiBCOEoDCZ9mVhRLsLraNEEMKxoG4AIjkIQbR0lNpBhmfQNkfW5zYdSptkND+6wVhl1eY+9sS5lmg3d8zWlTp6wFp/tgery2o7H5XhMrMgjEy8TK5u2ofKKcebyaN3w2HJAaVgAx9Mz6cvEirIRXseLp8HhRdsGk+94atHWcYIbHp5J39BYX9s7rP7639cmxtklC7ZYrYY6vMcPbFcD130yMc4O3/636sSRevdcswqXM1gd3pzhgt7FxAohmHiZWNm0DZVXjLOgD/f1gpMDSr38hd6bSV8mVtSd8Ia++qrHJ9pWz13oPUXb0BWqFx+TviGxvnd4Qn1l7obENPvqdRtV//BEPTEzvavynhg6qA7/4LOJaTZ4w1+p4+/syowe3seqvOGR9I6IiRXZYOJlYmXTNlReMc56H3OjbSEHlGilKxQ4k75MrBBfeAstgSgbibZRylYoaNG2UJqibcSkb0iss3/4SmKafepbz6vX3xqxXkNVeE9Ojquhu7+amGb9V/0XNblno/XYXAxYhddFHD7GZGJFPpl4mVjZtA2VV4wzH0fthuaQA0pDifc0LZO+TKwoH+H1tIgamEa0bSDpnqYUbT0luqFpmPQNhfW6B15PTLOzZq9Ra7YccqJ+Fd7hB/71fdPsytPVxKvPOonNxaBVeF3E4WNMJlbkk4mXiZVN21B5xTjzcdRuaI5169Y1NHMz0wpvM3n3Mato6yPLzc3BpC8TKyqKiZeJlU1bNt4QavnHj+9JmWZLV+939iMF3mO716vRZ+9UQwu+MPU3MPcTavCWT6mRB2er0eXzpr7XARx5+OqUaTa+/pf6qyheQ9DXV6KYWJFTJl4mVjZtQ+UV48zXkbuBeeSA0kDSPU7JpC8TK0pIeD0uJM9TibaeE+5xOtHWY7IbmIpJ36ZZYZLhDDP9BxPN1QbD7MC8z6SMsP4rT8/9DFNt+Gf/lvru6Kp7XIXmbNym9XUGljMwEyvwmXiZWNm0DZVXjLOcg2xbdskBpS1K5nMw6cvECrWFN7/m27BXtG2DivkMom1+Xtqyl0nfJllxOaY2zPCKyzVdbTjDrJNJ1m3/oStOm+o3+sQtrkJzOm6T+joFyxmciRX4TLxMrGzahsorxlnOQbYtu+SA0hYl8zmY9GVihdrCm1/zbdgr2rZBxXwG0TY/L23Zy6RvU6y48T8eAKCNMzwYwNWWvdyym1GW993gjWe5Cs35uE3p6xwsZwImVuAz8TKxsmkbKq8YZzkH2bbskgNKW5TM52DSl4kVagtvfs23Ya9o2wYV8xlE2/y8tGUvk75NsPYPT6ivXrcxMc2+MneDeu/whJPyGXv+gUpnmmUNNNz7LMatCX2byhMTK3LMxMvEyqZtqLxinDV1JPcwrxxQPCS5wSmY9GViRUkJb4MLy/HUoq3jBDc4vGjbYPI9TM2kbxOslyzYkphmf/3va9Vre4edqIp7mmUNsDqfJ7atcBKny0Gb0NclT7exmViRByZeJlY2bUPlFeOs29E28u9eeOGFyAnKhS+85fIVU2vRNia1ysfKpC8TKyqBiZeJlU1bNl7ftXzDgzsS0wyXaT63+VD5H5KCPYbvvcCqcYYnb8a2+da3yfwwsSLPTLxMrGzahsorxlmTR3PHc8sBxXGCGx6eSV8mVpSV8Da8uBxOL9o6TG7DQ4u2DQvgeHomfX2y3rPszZRp9stVbztTcnL/dqummT5TDWexxbT51LfpvDCxItdMvEysbNqGyivGWdNHdIfzywHFYXIDGJpJXyZWlJbwBrDAHIUg2jpKbADDirYBiOAwBCZ9fbE+tvZAyjT70WN7HCqoVNWnaGqDrNMrHjQQ0+ZL3xBywsSKfDPxMrGyaRsqrxhnIRzVHcUgBxRHiQ1kWCZ9mVhRXsIbyCJzEIZo6yCpgQwp2gYihKMwmPT1wfr81v6Uafa9n253pNz7w448ONvJGWexXa7pQ9/3s97sOyZWZJqJl4mVTdtQecU4a/Z47nR2OaA4TW/jgzPpy8SKwhLexpeXswBEW2epbXxg0bZxCZwGwKSva9ad+46oT3/7hcQ4u+j2V9TJk07lmxocBlens8bq7B+Y+wn3wVucwbW+FkOtPRQTK5LFxMvEyqZtqLxinNU+JIc7wPPPPx9ucA4iE14HSQ1kSNE2ECEchcGkLxMryoWJl4mVTVs2Xpe1PDhyTP39DRsT0+zL165X7wyOO/p1SQ9bxxzr1Tc9U9ifXOobGjkTK3LPxMvEyqZtqLxinIV2hLcYjxxQLCYzwKGY9GViRakJb4ALzlJIoq2lRAY4jGgboCgWQ2LS1yXrpXdtTUyzsy9Zq17dM2xRpe5DuTrjLLZLNV3q210B/98ysSK7TLxMrGzahsorxpn/Y7i3GeWA4i3VjUzEpC8TK4pJeBtZUl4mFW29pLmRSUTbRtLubVImfV2x3rRoR2KanTV7jfp133ve9MNEw/de4ORSzaEFX/DKUXcyV/rWjctFfyZW5I+Jl4mVTdtQecU4c3GUDmRMOaAEIoSjMJj0ZWJFuQivo0UTwLCibQAiOApBtHWU2ECGZdLXBet9T+xNmWZLfv22d2VHl89zYpxh3Jg2F/qGys/ECg2YeJlY2bQNlVeMs1CP9BbikgOKhSQGPASTvkysKDnhDXjh1QxNtK2ZwIC7i7YBi2MhNCZ9bbM+/vyBlGl25yO7LShSfojJ/dudGGcT21aUD6bBHrb1bRCl59RMrEgGEy8TK5u2ofKKcdbzkBtvg7Vr18YbfIXIhbdC0iLpItpGIlTFMJn0ZWJFOTDxMrGyacvGa7OW120bSJlm1yzcXvGXwk43XFbZ60b/Zb7H/c1Ojvm7T5uNLNjU10Y8LsdgYkUemXiZWNm0DZVXjDOXR+uGx5YDSsMCOJ6eSV8mVpSN8DpePA0OL9o2mHzHU4u2jhPc8PBM+tpi3fX2EfXZy19IjLN/uXWzOn7iZKNK2j7r7Nju9Y3yVJnclr5V5vbdh4kVuWXiZWJl0zZUXjHOfB/BPc4nBxSPyW5gKiZ9mVhRSsLbwILyNKVo6ynRDUwj2jaQdI9TMulrg3VodFJ97aaXE9Psi9esVwf6xzwq1nmqkcXfsnLWWWz3NtMZsaGvHiv0VyZWaMHEy8TKpm2ovGKchX7ErxGfHFBqJC+Crkz6MrGi9IQ3ggVYMUTRtmLiIugm2kYgUo0QmfS1wXrZj7YmphmeoLll11CN7NvtOvyTf6xtnI08ODu6SzR1Fm3oq8cK/ZWJFVow8TKxsmkbKq8YZ6Ef8WvEJweUGsmLoCuTvkysKD3hjWABVgxRtK2YuAi6ibYRiFQjRCZ967LOW7wzZZqtePndGpm323X08RsN0+zDxvvTC7/HmWax3dfMzGJdfc2xQn/PxAotmHiZWNm0DZVXjLPQj/g14pMDSo3kRdCVSV8mVpSe8EawACuGKNpWTFwE3UTbCESqESKTvnVYFz65N2WaLV6xr0bW7XYdf/EXKXNsbM1ChXuUHbzurNT+Tg8HGL73AhXbEzTzMlhH37zxQt7HxAodmHiZWNm0DZVXjLOQj/Y1Y5MDSs0EBt6dSV8mVpSd8Aa++GqEJ9rWSF7gXUXbwAWqGR6TvlVZl687mDLN7li6q2bW7XU/tvullDl2ZOmcZHDwwhDDmWQwxwbmfmKqLV7xFE7sx0MFYj7LLIEl+2+MqrVs5ium90y8TKyoQeFtfiWKcda8Bs4ikAXmLLVBDMykLxMrikt4g1hiToIQbZ2kNYhBRdsgZHAWBJO+VVhfem0gZZrNue81Z1qUHfjE8Htq8JZzE+Ns6O6vpoaowpsaILIPTLxMrChDJl4mVjZtQ+UV4yyyH7sy4a5Zs6ZM8+jbCm/0EnYEEG07pqYVXzDpy8SK4mTiZWJl05aNF7W8cuVKNWfOHHXaaadN/c2YMUN94AMfUDNnzlQXXXTR1Pf6B2jPgVH1uSvWJcbZhT/YpI5NntBfN/46vPCfEtNs4LpPquOH3kzFJGs3lY5WfRBtWyVnCka0TaWjdR9C1FeMs9aV2ftAIRbc+9HZfye89nMayoiibShKuImDSV8mVlQLEy8TK5u2TLwwzD70oQ+pU045pecfTLVFi3+pLri5LzHNzp/zknr7vTE3PxYVRh1dfnNimuHeZROvrZw2iqzdaSlpzQ7RtjVSTgMRbaelpFU7QtRXjLNWlVgaJsSCS0do95Pw2s1nSKOJtiGpYT8WJn2ZWFEpTLxMrGzasvDiDLMihlm2zZ999B8S42zTG4ft/0hUHHF8/UMp02zsuftyR5K1m5uWVuwUbVshYy6EaJubltbsDFFfMc5aU17TQUIsuOlR2tsjvPZyGdpIom1oitiNh0lfJlZUCRMvEyubtgy8s2bNqmSaaRPt1D85XT2z4V27Pw41RpvcszFlmh15+KqOo8na7Zia6L8QbaOXsCOAaNsxNa34IkR9xThrRWnlQ4RYcPmR2tkrvHbyGOIoom2IqtiLiUlfJlZUCBMvEyubtm3nnT9/fi3TTJtnuPdZCNuJI/1q8Pt/kxhnQz/6StewZO12TU/UX4q2UcvXNXjRtmt6ov8yRH3FOIu+rDoDrF69uvOXLfxGeFso6m+RRNv2agsyJn2ZWEVbWbdtykBb1y7uaaaNLxuvS5cubVz24fv/OTHNBr73cXX83d1dY2qrtp2gmXiZWKE3Ey8TK5u2ofKKcdbpV6UF++WA0gIRuyAw6cvECsmFt0vhR/6VaBu5gF3CF227JKcFX7VV3zPPPNOqcYYnbza5jT5xS2KaTT0MYNuzPcNpq7adwJl4mVihNxMvEyubtqHyinHW6VelBfvlgNICEbsgMOnLxArJhbdL4Uf+lWgbuYBdwhdtuySnBV+1Ud++vj6rppk+Yw1nsTWxjW94OGWaHV11T6Ew2qhtN3AmXiZWaM7Ey8TKpm2ovGKcdftlifw7OaBELmCP8Jn0ZWKF7MLbo/gj/lq0jVi8HqGLtj0SFPnXbdS36lM0tUHW6RUPGvC9Te7tS5lmRx66onAIbdS2GzwTLxMrNGfiZWJl0zZUXjHOuv2yRP6dHFAiF7BH+Ez6MrFCduHtUfwRfy3aRixej9BF2x4JivzrNuo7c+ZMJ2ec+b5c8+TooDo8/zOJcTZ015eVOnG8cMW1Udtu8Ey8TKzQnImXiZVN21B5xTjr9ssS+XdyQIlcwB7hM+nLxArZhbdH8Uf8tWgbsXg9QhdteyQo8q/bqC8Mrk5njdXZP2PGDK9qDz/wr4lpNnDtx9Txd94oNX8bte2WACZeJlZozsTLxMqmbai8Ypx1+2WJ/Ds5oEQuYI/wmfRlYoXswtuj+CP+WrSNWLweoYu2PRIU+ddt1LeOOdarry+5R381PzHNph4GsPXp0lO3UdtuSWDiZWKF5ky8TKxs2obKK8ZZt1+WyL+TA0rkAvYIn0lfJlbILrw9ij/ir0XbiMXrEbpo2yNBkX/dRn1dnXHm61LN8Y2PpEyzoyvvrlRlbdS2WyKYeJlYoTkTLxMrm7ah8opx1u2XJfLvnnvuucgJyoUvvOXyFVNr0TYmtcrHyqQvEysqgYmXiZVN27bynnnmmU4u1TzttNPK/xCU7DH51uaUaTay5PKSI7zfXNbu+7lo2zvRtm2Kvs8j2r6fiza+C1FfMc7aWGm/ZQqx4FymW3hdZrfZsUXbZvPvenYmfZlYUTdMvEysbNq2lfeiiy5yYpxhXJfbybFhdfjWmYlxdnjBF5U6fqzylLJ2K6cu+I6ibfASVQ5QtK2cuig6hqivGGdRlE61IEMsuGokxXoJb7E8xdhKtI1RteIxM+nLxIoKYOJlYmXTtq28fX19ToyzpUuXFv8BqNBy5Gf/lphmA9d8RB0/sKPCKO93kbX7fi7a9k60bZui7/OItu/noo3vQtRXjLM2VtpvmUIsOJfpFl6X2W12bNG22fy7np1JXyZW1A0TLxMrm7Zt5sVllb1u9F/me9zfbHBw0NnPxuhTtyWm2dTDALb8qvZcsnZrpzDYAUTbYKWpHZhoWzuFQQ8Qor5inAVdMvWCW7VqVb0BIustvJEJViJc0bZEsiJsyqQvEytKkYmXiZVN2zbz2j7rbOXKlc5+hcb7HkuZZkdX3DbXiogAACAASURBVGVlLlm7VtIY5CCibZCyWAlKtLWSxmAHCVFfMc6CLZf6gYVYcPWpOo8gvJ1zE/s3om3sCnaPn0lfJlaozsTLxMqmbdt5Z82aZeWsM5f3Npv8zy2q/8oPJ8bZyOJvdf9hKfGtrN0SyYqsqWgbmWAlwhVtSyQrwqYh6ivGWYSFVDTkEAuuaOxV2glvlazF0Ue0jUOnqlEy6cvEinpg4mViZdO27byLV+5Tp/7J6bXMs5kzZzq7RPPk+BF1+Lb/lZhmh+84X52cHK/6kzOtn6zdaSlpzQ7RtjVSTgMRbaelpFU7QtRXjLNWlVgaJsSCS0do95Pw2s1nSKOJtiGpYT8WJn2ZWFEpTLxMrGzatpn3mQ3vqrNmr5n6+9MPn1fJPMOZZi7vazay6OLENOuf81/V8f2vWf0hkrVrNZ1BDSbaBiWH1WBEW6vpDG6wEPUV4yy4MrEXUIgFZ49u+kjCOz0nbdkj2rZFyXwOJn2ZWKE2Ey8TK5u2beV9ecfhxDSDeXbZ3a8q3KPsD/7gDwoZaGeeeaZy/QTNo0//8H3T7MrT1cTmJ/J/SGrslbVbI3mBdxVtAxeoRniibY3kRdA1RH3FOIugcKqG+Otf/7pq1yj7CW+UshUKWrQtlKZoGzHpy8SKgmTiZWJl07aNvHsPjqrPX/ViYpx9fV6fGjk6OfU7glqGIYYzyWCOzZgxY8pIwyuewon9eKiAy7PMEMj4pmUp0+zoswum4rP9P7J2bWc0nPFE23C0sB2JaGs7o2GNF6K+YpyFVSNWowmx4KwCZgYT3kxCWvRRtG2RmDkoTPoysUJqJl4mVjZt28YLgwxGmb5EEwYajDS9hVDLk2+/qvqvPiMxzkZ+/u86POuvIfBah+oyIBMvEyskZ+JlYmXTNlTejsbZkiVL1HnnnTf1/zSde+65HQ+/y5cvVxdeeOFUO/y/UuizYMEC9c4773TsY35Rpr+rtmY8+r2rucqMq2Op+ioHlKqZi6Mfk75MrKg+4Y1jDVaJUrStkrU4+oi2cehUNco26YtLMrVphldcsmluTbOenDiqDt/+d4lphvfY52prmtcVV6dxmXiZWKE3Ey8TK5u2ofJOM85g7GjDDEaY/ss7+MJc099nX2Gm9drK9HfVNi9GV3OVGTcvrrL75IBSNmNxtWfSl4kVVSi8ca3FMtGKtmWyFVdb0TYuvcpG2xZ9b160I2Wa4eEA2a1pVpxd1n/l6b/5u/oMhbPPXG5N87pkyxubiZeJFVoz8TKxsmkbKu804wyGF/5g8phnkmUPvDijDGeiwTCbNWvW1Blm2HfppZcmZlq3m7qV6e+qbZYJn13NVWbcvLiq7JMDSpWsxdOHSV8mVlSg8MazDstGKtqWzVg87UXbeLSqEmkb9L1n2Zsp02zxyn25qWiSFfcxS0yzK0+fus9ZbpAWdzbJaxGj8FBMvEysKAAmXiZWNm1D5Z1mnMHg0Vs34wxnpumzzPBebxs2bEj2z5s3T++e9lqmv6u204JSSrmaq8y4eXFV2YcnIzFtwttetUXb9moLMiZ9mVhFW1m3bcpA7Gv3kdX7U6bZnY/u7ihPU6x4YqZpmuGJmj62pnh9sOXNwcTLxAqtmXiZWNm0DZV3mnFmHmC7GWe4j5k2zkyzDf31fvTvtJXp76ptXmyu5iozbl5cVfbJAaVK1uLpw6QvEysqUHjjWYdlIxVty2YsnvaibTxaVYk0Zn2f23woZZrNvX971xQ0wXp8/2uqf85/TYyzkUUXd43R5pdN8NqMv+xYTLxMrKgDJl4mVjZtQ+WtbJyZl2RmD9hFjLMy/V21zcaNz67mKjNuXlxV9skBpUrW4unDpC8TKypQeONZh2UjFW3LZiye9qJtPFpViTRWfbfuGVbnXLI2Mc5m37GlJ75v1pOT4+rwHecnptnh2/6XOjl+pGecthr45rUVd9VxmHiZWFEPTLxMrGzahspb2TjrdjZaEeOsTH9XbfN+cFzNVWbcvLiq7Pv5z3+uHnvsMZq/W2+9lYYVujLxMrGyacvGK7Xc3t8k0ba92sZ6nHrgF4+rz337ucQ0+/wVq9Sihx7v+d9Kvmv59flfSUwzXKq5ctGCnjFCE1t/vnltxV11HCZeJlbUAxMvEyubtkV4X3/99Sr2SK0+Ypxl0lfG4HLVNhNS5Y/ixFdOXRQdmfRlYkXxCW8US7BSkKJtpbRF0Um0jUKmykHGpu/E5Al14Q82J6bZp7/9gtq5r9hZXD5Zj664K2Wajfc9Vlmjqh198laN0WY/Jl4mVtQIEy8TK5u2ofJWNs6K3LMLlyd22sr0d9U2LzZXc5UZNy+uKvtWrFhRpVu0fYQ3Wul6Bi7a9kxR1A2Y9GViRVEy8TKxsmkbI+/V925LTLOzZq9R67YNFP6d8FXLE1t+lTLNRp+6rXCMNhv64rUZc52xmHiZWFETTLxMrGzahspb2ThbuHBh8hAAPDFSbzt27Ej2o02nrUx/V23zYnM1V5lx8+Kqsk8OKFWyFk8fJn2ZWFGBwhvPOiwbqWhbNmPxtBdt49GqSqQx6XvrQ2+kTLPl6w6WQvbBevzADjVwzUcS42zkZ/9WKkabjX3w2oy37lhMvEysqAsmXiZWNm1D5a1snJkG2axZsxSerIk/8yb4aKO3efPmTRlqaIutTH9XbRFHqHHpvNV5lQNKneyF35dJXyZWVJ7whr/+qkYo2lbNXPj9RNvwNaoTYSz63v/UWynTDJ/Lbs5Zjx9Thxd8MTHNDt86U50cGy4bprX2znmtRWpnICZeJlZUBxMvEyubtqHyTjPOTONL3+TffMWZU3rTppP5vX6PSxPNLe9+YGX6u2obalxm7qq+lwNK1czF0Y9JXyZWVJ/wxrEGq0Qp2lbJWhx9RNs4dKoaZQz64swyXJap/3DmWZXNNevIkssT0wwPA5h8a3OVMK31cc1rLVBLAzHxMrGiPJh4mVjZtA2Vt5ZxBigYZOedd15yeSbOKFuyZAm+Sm3aoNJnnOkvi/ZHexdtQ41L56fOqxxQ6mQv/L5M+jKxovKEN/z1VzVC0bZq5sLvJ9qGr1GdCEPXF/cw04YZXnGPs6qbS9ajK+9OmWbjGx+pGqa1fi55rQVpcSAmXiZWlAgTLxMrm7ah8k4zziwel5OhcAnnueeeO2WumfdDSxo09CbUuGylQw4otjIZ5jhM+jKxotqEN8w1ZyMq0dZGFsMcg03bK664Qp1yyild/2688cZCYq1evVqdc845yVibNm3q2g/tTz311KT9N7/5zWntly1blhrzgx/8oEI8hw4dmtY2bwdiOP/885N5fvd3f1dhnl27dk1rXmauMm2nTdRhB56WiadmauMMT9PEUzWrbq5qeWLr0ynTbPRX86uGaLWfK16rQVocjImXiRUlwsTLxMqmbai8XowznCmGSzi7PWXT4u9B4aFCjaswQI+GckDpkaDIv2bSl4kVZSm8kS/OLuGLtl2SE/lXbNraMM5gTpmGmTbiYIx1284444zENEMfjGFuixYtSn2vx81ra/bT7xGXacyZ/bHfNN/KzFWmrY6l12v/0ISadf3GxDT70jXr1YH+sV7dun7vopaPv/OGGrj2Y4lxNvzAv3aNweeXLnh9xl92LiZeJlbUARMvEyubtqHyejHOcCkn/nCGV0hbqHHZypEcUGxlMsxxmPRlYkW1CW+Ya85GVKKtjSyGOYZo+xtdcFaXNpp6GWBoizPB7rrrLnX55ZcX6oe2GN80z0zjDKaWNr3QBp/xh7PHisalzTyMo89++/rXv57012fSlZmrTNsyFT77ji2JaXbOJWvV1j31b7JvvZZPHFdDd305Mc0Oz/+MOjk6WAbTaVvrvE6jrT84Ey8TKyqDiZeJlU3bUHm9GGf1D/EyQpUMPPvss1W6RdtHeKOVrmfgom3PFEXdgElfJlYUJRMvE2snbbPmUK8DE9rrrYjhZo4PU04bYaZxhksh9X681xsMML0fJl2nDXPktYO+piGH/mXmKtO2U2zZ/XPv356YZrhM87nN7+cz27bMZ9u1fOShKxLTbOphAHv7yoTjvK1tXucB15yAiZeJFWXBxMvEyqZtqLxinNX88Qm5uxxQQlanfmxM+jKxojKEt/76CHUE0TZUZerHJdqqqXuIadMJlyWW2YoYZ7jHGMbH2WPY9FymcWaOYxpzndpnYzQNOdN4g776TDTMi63MXGXaZmPK+3zno7tTptkjq/fnNau0z2YtH111T8o0G9/wcKWYXHayyesyTltjM/EysaI+mHiZWNm0DZVXjDNbv0IBjiMHlABFsRgSk75MrCgR4bW4UAIbSrQNTBCL4Yi2KjkjC2dmld1MYynvEk/T0NI36M8zzsxLMrMx5LXPttGXgqKtGQf0zRpnZeYq0zYbU/bz4pX7UqbZPcvezDap9dlWLU9sezZlmo0+cUutuFx1tsXrKj7b4zLxMrGiTph4mVjZtA2VV4wz279GAY0nB5SAxHAQCpO+TKwoFeF1sGACGVK0DUQIB2Gwa2ve+B4mWNmtl3GGe6HBzDLHzjPCsuaWGUdee/N7vO8UB/TNjp39bI6VnatMW3Oc7PtnNrybMs1uXrQj26T2Zxu1fPzd3Wrgex9PjLPh+/+5dlyuBrDB6yo2F+My8TKxolaYeJlY2bQNlVeMMxe/SIGMKQeUQIRwFAaTvkysKBfhdbRoAhhWtA1ABEchsGurjS0YRtlLJIukvJNhhb7alMOZbObYWXMKbesaVJ3igL7ZsbOfTc5sbGXamuOY71/ecThlml1296vm19be26jloR99JTHNBr//N+rEkX5r8dkeyAav7ZhcjsfEy8SKmmHiZWJl0zZUXjHOXP4yNTz2M88803AEfqcXXr/59jmbaOsz2/7nYtKXiRWVxMTLxJrVVhtbMItwH7IqWyfDCmOZ32lDKu8VDwAw25omG8bRffQ90vLiNC8JNe9xBn21+aUvRS0zV5m2eXHtPTiqPn/Vi4lx9vV5fWrk6GRe09r76tbykYevSkyzqYcB7NlYOyaXA9TldRmbi7GZeJlYUStMvEysbNqGyivGmYtfpEDGlANKIEI4CoNJXyZWlIvwOlo0AQwr2gYggqMQmLXVhhKMKZhXVTbTWDLvLYaxzO+0+ZX3irnNe5SZxhfui6b7oE2nrdPTN6GvPqtOG29l5irTNhsbDDIYZXhyJv5goMFIc7XVqeWx5+5LmWbj6x9yFaa1cevwWgvC40BMvEysKCEmXiZWNm1D5RXjzOMPle+p5IDiO+N+52PSl4kVVSS8fteSz9lEW5/Z9jsXq7bmGVow0DptZ5xxxpRxdfnll+c2Mc2xrHGW28E4g8yc1zTIMCfOOsOfeXN+/XABjJsXlzbIcGaZNgIvuOCCxHjTTwwtM1eZtlleXJKpTTO84pJNl1vVWp54bWXKNBtdfrPLMK2NXZXXWgCeB2LiZWJFGTHxMrGyaRsqrxhnnn+sfE4nBxSf2fY/F5O+TKyoJOH1v558zSja+sq0/3lYtTXPNtOGUl729dlepsllnoWlvzdf9ZldeeNhn25rjon9MOf0d9lXGHTmpr83x8CZanp/9tVsV3auMnHpGHHzf9M0w8MBXG9Vavn4oTfVwHWfTIyz4YX/5DpMa+NX4bU2eQMDMfEysaKUmHiZWNm0DZVXjLMGfrB8TSkHFF+ZbmYeJn2ZWFFNwtvMmvIxq2jrI8vNzMGobfYsqm6Z1waUecZZXeNMnxmWZ7DBINPfY26cWZZn7OXFBQ6YZ/psNLT5oz/6o6lLRrP3TUPbonOVbXvPsjdTptnilfu6pdjad1Vqeejuryam2eAt56oTw+9Zi8f1QFV4XcfkcnwmXiZW1AwTLxMrm7ah8opx5vKXqeGx5YDSsACOp2fSl4kVZSO8jhdPg8OLtg0m3/HUom3nBOvLOXHpo3mZZOcefr4pE5dvfR9ZvT9lmt356G4/SanwG3Rk6ZzENMPDAI7tfslbrDYm8q2tjZjrjMHEy8SKmmDiZWJl0zZUXjHO6vzyBN5XDiiBC1QzPCZ9mVhRFsJbc3EE3F20DVicmqGJtp0TiMsbcdYWzjALaSsTl099n9t8KGWazb1/u9e0gfXY7vVq9Nk71dCCL0z9Dcz9hBq85VNq5MHZanT5vKnvEdTYmoUp02z8xV94jdXGZD61tRFv3TGYeJlYURdMvEysbNqGyivGWd1fn4D7P/300wFHZz804bWf01BGFG1DUcJNHEz6MrGiWph4mVjLaKsv58y7nNLNEaXYqGXj8qXv1j3D6pxL1ibG2ew7thQDstQKhtm+Gz+VMsNwFlne3+H5n07tH308ff84SyE5H8aXts5BCk7AxMvECvmZeJlY2bQNlVeMs4I/MjE2kwNKjKoVj5lJXyZWVIDwFl8HsbUUbWNTrHi8om3xXMXY0oe+B/rH1JeuWZ+YZrOu36j6hya8pQtnmOUZZL32HbriNDX8k3/0FqftiXxoazvmOuMx8TKxoiaYeJlY2bQNlVeMszq/PIH3lQNK4ALVDI9JXyZWlIXw1lwcAXcXbQMWp2Zoom3NBAbe3bW+E5Mn1IU/2JyYZp/+9gtq574j3rJy5OGrK5lm2lQbvvur3mK1PZFrbW3HW3c8Jl4mVtQFEy8TK5u2ofKKcVb31yfg/nJACVgcC6Ex6cvEitIQXgsLJNAhRNtAhbEQlmhrIYkBD+Fa36vv3ZaYZmfNXqPWbRvwlo2x5x+oZZpp8wz3Potxc61taDlh4mViRZ0x8TKxsmkbKq8YZ6H9mlmMRw4oFpMZ4FBM+jKxotSEN8AFZykk0dZSIgMcRrQNUBSLIbnU99aH3kiZZsvXHbQYefehcE8zbXzZeJ3YtqL7hAF+61LbAHGp/htDtA2xAu3EJNrayWOoo4SorxhnoVaLhbieeuopC6PEM4TwxqNV2UhF27IZi6s9k75MrKhCJl4mVjZtXfLe/9RbKdMMn31uw/deYNU4w5M3Y9tk7camWPF4RdviuYqtpWgbm2Ll4g1RXzHOymkYVesQC85lAoXXZXabHVu0bTb/rmdn0peJFXXDxMvEyqatK16cWYbLMvUfzjzzuU3u327VNNNnrOEstpg2WbsxqVUuVtG2XL5iai3axqRW+VhD1FeMs/I6RtMjxIJzmTzhdZndZscWbZvNv+vZmfRlYkXdMPEysbJp64IX9zDThhlecY8z31vVp2hqg6zTKx40ENMmazcmtcrFKtqWy1dMrUXbmNQqH2uI+opxVl7HaHqEWHAukye8LrPb7NiibbP5dz07k75MrKgbJl4mVjZtbfPiaZl4aqY2zvA0TTxV0/c28uBsJ2ecxXa5pqxd35Xnbz7R1l+ufc8k2vrOuN/5QtRXjDO/NeB1thALzmUChNdldpsdW7RtNv+uZ2fSl4kVdcPEy8TKpq1N3v6hCTXr+o2Jafala9arA/1jrg+zuePD4Op01lid/QNzP5E7X6g7Ze2Gqkz9uETb+jkMdQTRNlRl7MQVor5inNnRNshRfvWrXwUZl6ughNdVZpsfV7RtXgOXETDpy8SKmmHiZWJl09Ym7+w7tiSm2TmXrFVb9wy7PLx2HbuOOdarb9eJA/tS1m5gglgMR7S1mMzAhhJtAxPEcjgh6ivGmWWRQxruySefDCkc57EIr/MUNzaBaNtY6r1MzKQvEyuKh4mXiZVNW1u8c+/fnphmuEzzuc2HvBxjO03i6oyz2C7VlLXbqULi3y/axq9hJwLRtlNm2rE/RH3FOGtHbeVShFhwuYFa2im8lhIZ4DCibYCiWAyJSV8mVpQIEy8TK5u2NnjvfHR3yjR7ZPV+i0fRakMN33uBk0s1hxZ8oVpADfWStdtQ4j1MK9p6SHJDU4i2DSXe07Qh6ivGmSfxm5jGZcGdeuqp6pRTTsn9W716dSHcu+66S51xxhnJGBjzm9/8ptq1a9e0/osWLUq1/eAHP6huvPHGVDvwYm6Mge91fOecc45atmxZqm23D2iLPrq/nuvQoen/zzBiMBnwHrHmbWXa5vXP7nOpb3aupj8zsSLXwtt0xbmbX7R1l9umRxZtm1bA7fx19F28cl/KNLtn2Ztugy04+ujyeU6MM4wb01ZH25g4daxMvEys0JeJl4mVTdtQecU4078iLXx1eUDRplLeaxHjDOZWXl/sg4FmmlTd2l5++eWJcgsWLOg4JsYtYp7B9OoUF8w0c+sWV9bUK9PWnKPbe5f6dpu3ie+YWJFf4W2iyvzMKdr6yXMTs4i2TWTd35xV9X1mw7sp0+zmRTv8Bd1jpsn9250YZxPbVvSYOayvq2obFkXxaJh4mVhRAUy8TKxs2obKK8ZZ8d+Z6Fq6PKBoc6mISZZNHM4o0/3PP//8xCSDCab363HxqvfBfIKhhj/zjDB9htott9wydfaXNsjQzjwbLGt8ZeNCe30mHfrpuRCjjqFTXBgLcegz3UzzL8vQrW02pm6fXerbbd4mvmNiRX5d8eIsT13L2dde6wNx6frO9jU/m/WxadOmqTNA9bpCu+xZmebxwBzHfF8kNqxXHCPMGLF29ZrNxoXvdFx4RV99LKna1uzX6b0rbTvN1/R+Jl4mVtSV8PZeXS/vOJwyzS67+9XenTy3wGWVvW70X+Z73N/s5FhzDzyokj6p5SpZi6OPaBuHTlWiFG2rZC2ePiHqK8ZZPPVTOlKXBaf/UZv3j9JegZpGkja50Mfcr8fFmVt6LvMftWZbmAHY8ngxvu7f6x/fZlszLvzjX4+hz3AzTT78g11vpjGhxyjTVo9T5DWPt0i/GNswsUIfV7zmetI1rV97rQ/EZZpSul/2VdcX1o02prJt8FmflWnDOMMaNE3y7Hz6eILYusWFeM31XKat5u716krbXvM29T0TLxMr6kl4u6+qvQdH1eevejExzr4+r0+NHJ3s3qmBb22fdXZs9/oGKOpNKbVcL38h9xZtQ1anXmyibb38hd47RH3FOAu9amrE57Lg9D9MzX+QFg0V/zDV/6DGP3bxD2fs02d2mf94Nf+hb/6DFu91DPof4Hm85qWXvYyBTnOBS8+lx8Ar9iF+czMNPR1XmbbmWL3e5/H26hPr90ys0MgVr65xXcc26sFcz+a45uXJ+jiBta7Xvtk2jzdvLXWKV3NhTep7DJr9zbnwHu0QB4wxbGZ/vW6xv0zbTrFl9+exZtu06TMTLxMrapSN98cPPq0WPrlXfeOWvqm/md9Zp778vfXq6ntfUwse2a027TycLF0YZDDK8ORM/MFAg5EW6nbk4autnHUW273NtB5stczEy8SKembiZWJl0zZUXjHO9K9mC1+feOIJZ1TaSDJfs5dgdZvcNLQwhj6TBa/6H7Pob57Bpf9Bi3+om/31/jxe/Q9fzKH/Qd0pLm3coW1205z6H+B5//hHH/Mf6zquMm2z83b7nMfbrX3M3zGxQidXvKhJ1LKuYxs1ocfEuPosS4yr117WXNb7zRjyeHU7jGua5nkxYw60y85lrmmMgT+0w58+e1SPp9epHqNMWz1Gkdc81iL9Ym3DxMvEinpk4YUhBrNMm2DdXtFuzZZDCpdkmu1wyWbo28D3/p9a5tnIg7Oju0RTa8JSy4y8oq1WvX2vom37NDWJQtR3ukNgRizvo86Ay4LT//jMe83+g7RTEk3zS4+Df+ia/0g2z1DRbbKv2qDK8prj638Md4oF+81/qGfb6Tn1P/azn3X7POOsTFs9TpHXLG+RPrG2YWKFRq54tcml67huPWCtasMJpre56blQ//py6rz1kcdrtsOZa702vcayxx4zBoxpjmuafBj//2fvzWN/O6o7wfwRTc9E3RMy3YPURAOISCONRhrFGTo9Sk8IaSlN4umoidAYkigjkjQhJE5jQceExbEN2GYxi0N4NnjBBi+Y54V4Y3EMfg22wXawwXh7XjBeMMZ++77W6PN9fL7v/OrVvd97v99b956qc0p6r+5St+75nM+pU1XnW3V/cfvvU3aRfPJ+Lm7lOzQdW8JrCStszAJerDCTAbBljvHHAbSnXTd9+KdBs19ZKniGlWalfddMcmLBlq3idW4l83UdO7d18Rmj0civB85ilio6H8vgMHmWK8MwiV2U5DYuHMtzTMRl8Awr0OTKEUzQ5YQYx0gSr5z0oj4E4BaleOIsy3NizoBDfM6y8r2Uq09Z1tMll3i7lC+5jCWs4CkXXtluaJdoH2h/XdpIbEOy3TM4xjJow1wJhndxVSmO4wBXjFe2d7kClXXLHPeJhW2O9yVetE0pL85litt/n7KynkXHMdZF5Uu/bwmvJaywy9rxfuiKjSsHza78+tPqm/C++76yJli286YPhx+9/9+vudb0xwG2X/SmUNpf0EwRUrstx5gt4bWE1YJflrbs3Ept1Heskd/FEY76eDCDaGyDkxPPeFIqlS5Xgsntk/I6JvJtCZN8TpZZB/FiIs1VMMgXTbz5HjnJloE73Oe7MKFHItZ4JZsMnDGQ0KcsZemSE2+XsqWXsYQVXOXCK22cNs28a4BZ2hKDYXg2bjMoFwfP8C6UjVd7SbyybaPtLEqyzS0KnEn8sY9iO4WMSH3KLpJR3pdY5fVajy3htYQV9oo2ctppp4Vf/uVfnv170YteFF7+8peH1772teGkk04KX//614s166s3PLNy0Ayr0/DtM83p0NZnw+azfnMeJNtx1btn4sKWERDDSjIExzaf8apZGeT4K5y4jj8qUPIqM8mLtbZrCa8lrLBpS3gtYbXGrVa8HjiTPWdlxzfddNOoiOTqkrbVK3JCGgvISfyiCbOsg+8C3mWDZpBDrjCRE3s5kWcwTK6IkQEDGfxjwK5P2Vgfbedj89smS+57lrBCl2PhhY3Kdot21TVJW49XkKEO2Ra5SpSBNrRz+S6JV64+le2wSa7SAmcSaxOmmq5bwmsFKwJiCJaxv27LUe7aa68tyqTxTbNltmQ2PYNvnmlN2y996zxotuWjohobeQAAIABJREFUvxsO790xE9WKLZMXx0tN1Jc7t/VxSkTOLTVRZ66RXw+c1WlrM1S5DA4TXkxuGRhC4EgGnWTQC0EnrDDBwJqTYBn0YiAKAss65IozXG96lyx30UUXzd+Fd/KZFMUpuWSADMEE4MI/GfhCGSQZNKAMuMfAAHKmPmX5TJc8F79d3j12GUtYodsx8crAk2y7izimraNts13IZ3ifbQn30J5koI7PES/OOQmXbUjWmzrmM3EAT/oa+AOJlf6I9XHFGXwHUp+yrKNLTqxdytZQxhJeC1ixwoztrU+O50pJb//kfYMGzvCXNzWm3RsunAfNsBVz/8bb5mJasOU52JH7XPneqY4t8WsJK+zJEl5LWK1xqxWvB86m6rVGeG8uhyIDXPHAOQ5YycknV5hgcsxgWvw8znGPE2qoKVUG1+SEHOX+5E/+pLEs64A8SCm5cB0Tb5aNc8o/qyCENQGAuCzfs0xZPrMoz8XvovdOcd8SVuh3TLwIINF+GQRexLFsP9y+HD/DOuN2I4NZbCfEK+/JoHpcd3xOfwKfIBPwQA7cR0LwjHLFQTYG+oinT1n5zkXHxLqoXC33LeGtHesb3/jGefthO+qTv/rVr1Zv1o8+vXPQoBlXoWEVm6a0//G71gTNdt9y7hrxarflNWBH7nPjd09xbolfS1hhS5bwWsJqjVuteD1wNkWPNdI7czoUrKKSK0cw6cQkVQa8AFNOsOUKD0xKUZ4TXgy+m+rABJeTWpTDezHBxuoVmU488cSFg3pO1JvkQn2oO34f8MYJ748xYNLNd8jyfcrK59qOc/Lb9t4p7lnCCv3mwgu7hi2z7aAdynYsbZdB5DgYBfm4OgvtUT4jbYMTajxPv4Bcvo/XgRcy0R8gp4yyThyn5GKADO9kW5VtHPeZ2LbxDuBHkgE7Po/rfcqy/kV5Lm4XvXeq+5bw1oz1Yx/72ML+lW2+Lce3zzSnIf6KJoNlMscfGtCSDh/YF7b+3evmgbPtFx/1j5SxZlsmRpk7XqmNuo6d27r4lGicW6mN+o418uuBs/rsbI5Ig8FxQpqafM8FHeigD94x5RoI3jHV9MF7zMOFXbCEFdTkwsvAVGpiK4NLkEEGx6S5yIAUAktNiQGu1LtwDfeZgJdtEvdiWVgOeUouBOCasMVBOLnCLpYNdcvUp6x8ru04F7dt75zyniW8wIrvf9X2wXxgitvKKueav3l26kUPZllxpmm75s5rT58HzTa/79fCwRd+eIyLsNRuAd7xHmMC1Vxwbquh8hggzu0xKqnqgkZ+PXBWlYmtBTO1wckVJFzZsVbCYc+64h1brmFRHq2tK96jT5R7ZAkrWMqFFwEmBKVkkAnBIrnKilbCAFUc9MbznDTLVaR8TubYbilXmOG51PuAV67u4ko0WRePm+SCj5HfIwRGyJqqC3JLufBuBO5Sq9z6lKWMbXkubtveOeU9K3gRXHrFK14xbxtsI6m8tA/mY4tlCsey1/CXN7Wkw4dD2L7rQHjmhT3h4Sd3hP/31G9nCZy99t3fUgF5793XzoNm+K7Z3nuuT8plpd0SvOOlJurLndv6OCUi55aaqDPXyK8Hzuq0tRmqqQ0Ok3EMrPt8q2gVOrriHVuuVTC1PdsVb1sdpdyzhBWcTI1XBpcXBceGsKGueMeWawhscR1dscbPlXpuAW/NH8y/5557Bg2aMdiGQONQKQ5+3f3wlnDrvc+HG25/Nlxxy1Ph/Ot/ED76hUfCey95KJx87vfDWz56b/ijM+4OCGbJ7ZS5j4fCu2w9B3/yWNh02q/OA2c7rzujsSoL7VaCd7xSG3UdO7d18SnROLdSG/Uda+TXA2f12dkc0RgT3vnLFBw4XgUkZBLBuc2k2IZquW2SH8pvKDbY5a78ji3XYABFRV2xikeKPqwdb+0fzF82KMgAWVMOvclUSvBr2eCahq2a2y960zxotvWTrw/h8CFJwZrj2tvtGrAhzP/qe3y91nNL/FrCCnu1hNcSVmvcasXrgbNae0VjzlNrA8tpXpY6DEtYNdgyti7iX2rrYg6b7srv2HJNiTXHu6eosyu3U8i26jstfDD/ta99bZYVZz//L39xspVfcfALK8+wAg0r0X4v0yq0N3/knlXNbaXnd9/8iXnQDFs0D/ywXZ6a221KkY43pZU6rjm3dfCYQuHcprRSzzWN/HrgrB77OgaJRoM7RsgBLzjeAZWprCrnVhkhA4tjiV9LWGEmH/jAB6r7WD5wWflg/ktf9rIsgbOf/Wf/fNBtkjL4he2Y2JaJ7ZnYpontmti2ie2b2MaJb5nhm2b4thlWusm07ouPDyoXg3Sod6q0/6ENa4Jme755yUJRrPkpx7vQJIot4NwWS91CwZ3bhSoquoBGfj1wVrRJtQuv0eDaJV7truNdTX+an3ZuNbOzumyW+LWCFYElfAS/aauevF7ax/Jh8aV+MH/nnoPhmef3hPt/sD3cdt+mcOMdPw6X3fxUWHft4+HMSx8OJ5/3/fBnZ98TTjjtzvCa/3pbJ/4kl32OGVRiPlTwaxWP9OjTO7MEzr553wuriLX0s4d3bQlbzv6deeBsx+Vv71SXFT9FZTheaqK+3Lmtj1Micm6piTpzjfx64KxOW5uh0mhwOdXteHNqd9q6ndtp9Z/77Zb4tYB12e9i4bkSkqYP5u/Zdyj8eNPe8NCTO8K3Htgcvnznc+HzX3s6fOq6H4QPXr4xvPPT98+2IP7+e+8Kx598e++g0H//P/7rLMGzl/ziS1tXfk1pB9hWyWDeEDm+b7Zj94FJIO248h3zoNmWD/5WOLT9+U5yWPBTUhGOV2qjrmPnti4+JRrnVmqjvmON/HrgrD47myO64YYb5scWDhxvvSw7t/VyC2SW+K0da+0fy4e9LhsYXLQaC7o7cPBweH7rvvDI0zvDXQ9tCTff/ZNw1a3PhAtueCKc/flHwnsueCCc+PHvzr7J9bvvvGPQAE8qSPSvXvYrWQJnWGWoNQ296uzeR7ZOAnXP7ZfNg2b4rtm++2/pLEftfipWhOONNVLPuXNbD5cxEuc21khd5xr59cBZXTa2Bo1Gg1sj4MAnjndghSqqzrlVREYGUSzxe9ZZZ1X5zS+YhYWP5QNnrg/m/9zP/+vsgTAE2/AhfATfEIRDMA5BOQTnEKRDsA5BOwTvEMQ76aSTsgTOUK/m9KErNg7CxVTfNjvw1H1rgma7vvyxXuq25JOhGMfbyzyKKuzcFkVXL2Gd217qKq6wRn49cFacGXUXWKPBdZe+f0nH219npTzh3JbC1HJyWuC39m9+WflYPj4m/9KX6vlgPrZfYhsm/iIktmVieya2aWK7JrZtYvsmtnFiOye2dfZNubalXnvttX1FGb382z9530rBs1MvenCyLZrbzv3DeeBs2/l/3Ft3FnyyVIrjldqo69i5rYtPica5ldqo71gjvx44q8/O5og0GtxcuAwHjjeDUpVU6dwqISKTGLXzu+zWvlK++QWzKPVj+QiEbd6+P/zg2V3hnke2hlvveT588Zs/Cpd8+YfhnKseDe+9+MHwtk/eF/70g98Jrzvl27NAyqItl6vcxwf58WF+fKAfH+rHB/vx4X58wB8f8scH/fFhf3zgHx/6HyN1/SMPXXG//OUvD1u2bBlD9JXfsexf2cRzU33XbNcNH5wHzTb97a+Eg88+3FsPtfvkWCGON9ZIPefObT1cxkic21gjdZ1r5NcDZ3XZ2Bo0Gg1ujYADnzjegRWqqDrnVhEZGUSpmV8L3/zKtSoJq9j6pmUCYalve7Vdy/XB/Je+7GV94Y5Sfmh+l+F1FKANL8E3yvCB/zab4D2sUpvqL2hC/H3f+9LRoNkpx4W9d65vQNV+uWafnELueFNaqeOac1sHjykUzm1KK/Vc08ivB87qsa9jkGg0uGOEHPAC8GKAi5UC+KtY+Ic/b48BL7ZM4BfgqT7SOyDMeVU1fytpDvKnB+AWky2swMHqB/x70YteFLByAd8bwvdySpuMxRjlucW2K/HXcmzlm1/LrqhbtEIJQccxAmEMenTN/2eDH8xfNQBMrrV/26zN95xz8Vdm4wgExzC2gL0gx1gD4wv8UYGpVplB7kNbngmbz/yNeeBs59WntMFpved9UKt6ir9piV9LWGGYlvBawmqNW614PXBWfPfXDOD6669vvlnZHQTEfv/UDZ1+EcYgd8pfhFdVPQJEXbfOoFwJ35Jp0wnwvuIVr+j0geoa8EIXZ555ppkgIfDW6KtgtwwWDJFrbsfZPpb/ovwfy0fwA1swsRUTWzKxNRNbNPEDDLZsYusmtnBiKye2dCKQZ/WD+atux4WdlLJFM9UnafdT2z/3V/Og2daP/6dweN+uFIxO17Rj7QSiRyHH20NZhRV1bgsjrIe4zm0PZRVYVCO/Hjgr0JC6iqzR4LrK3qccJjhdVwrIcniutLTsyo6SvpUkObGG11pQlFyf+9kvVbdSdNUgQxxsw+pKLQnBo+27DoRnXtgTHn5yR3jJL7500CAhsf/sP/vnS/n2voGwvnodeusi8WoOjlJHywYN8VzJQTPg1zym2n3r+fOg2aZTjgv7H72DlC2Va8a6FKAFDzneBQoq+LZzWzB5C0R3bhcoqPDbGvn1wFnhRtUmvkaDa5N3mXur/sl4bLkoJa26VQYT+ZKSNbzWgoSwRawUxQpQGdBuOi5ppWiuwAoCq0OlOPh198Nbwq33Ph9uuP3ZcMUtT4Xzr/9B+OgXHgnvveShcPK535/91cY/OuPu+RY1yRMDPzlyvCd3IGwZnXZd9dtVJyV9MB92CHm7YEO/U0JAsIsNaB1T7X/s22uCZru//qkucFrLaMXaKvQKNx3vCspT/qhzq5ygFcRzbldQXgGPauTXA2cFGM6yImo0uGWxpJ67esMznSbccoKXOsa3SbQnK99KIg/W8FoLEoLnmleKLhsEXRSIgJ3INGTwK+Ubu17L9rH8l75stjVSYtZyPHRwdMig6Fg6eve73z3btorgGL45CftFjqAiVphBR6WvMpO61DimOrx/T9h6zu/NA2fbL/lLKfLSxxqxLg2mw4OOt4OSCi3i3BZKXAexndsOSiq4iEZ+PXBWsEEtEv26665bVKTY+1ip0nVS16Wc5m+eYUK1aELd5772X/+t4bUWJITTqX2laK5vfv38v/zF1pVfXXzdUGXwUXSsQHvLR+8N/8v/+m8G9VH0ZwjAaE6rBryJE0GmElPNY4wUHxrx7rzm1HnQbPP7fz0c2vRUSvTe1zRi7Q2ixwOOt4eyCivq3BZGWA9xndseyiqwqEZ+PXBWoCF1FVmjwXWVfVE5bLEcagKIevCXN7Wmmr+VlNK5JbzWgoTg28JK0Ze+7GVZAknLfvOryVfK4Be2Y2JbJrZnYpsmtmti2ya2b2IbJ75lhm+a4dtmWOkm07LfvWLgqCkvIaC0qr8q+YP5NY8xpH3zWBvevXddPQ+a4btm++69kaKunGvDujKgBRU43gUKKvi2c1sweQtEd24XKKjw2xr59cBZ4UbVJr5Gg2uTt+s9/Mn3pongKtexik1bGno7ECeoWrcFWcO76qSbfDLX9AH5VFsqdaXozj0HwzPP7wn3/2B7uO2+TeHGO34cLrv5qbDu2sfDmZc+HE4+7/vhz86+J5xw2p3hNf/1tixBM3Ic+7ihgl8pvrpey9Vuta+OpX6WDRziuZK3MtY6xiCvca4J78EfPxI2nfrKeeBs5/VnxeKudK4J60pAOj7seDsqqsBizm2BpHUU2bntqKhCi2nk1wNnhRpTF7E1GlwXuReVWfbbSPGEMz7H9jFtaaxvJWnBbQlvrmCD1qAobEzLStE9+w6FH2/aGx56ckf41gObw5fvfC58/mtPh09d94Pwwcs3hnd++v7ZFsTff+9d4fiTb+8dqM/1zS/89cq2lV9TtmPLH8uH3tHuXvziF3cKmiJgXkpQsM2mah1jNGHWhHfbBX86D5ptXff7TSIvfV0T1qVB9HjQ8fZQVmFFndvCCOshrnPbQ1kFFtXIrwfOCjSkriJrNLiusreVO/WiB3tPZOMgWer8t0++LZx4znfDSZ/43myCj1UkmEC/54IHwqmfeXC2jemMzz0cPnD5xnD25x8JH/vCo+Hvrn4sfPLax8N5//CDcP4NT4SLbnpi9tHzy25+Mnz+lqfC+q8/Ha75b8+Ef/jmj8INdzwbvvTtH4ev3vVcuOU7Pwkb7n0+fPN7L4Q77t8U7nxwc/inh7eEex/dGu57fFt44Int4eGndoTf+u3/2GkixtUoXXOtK5NyfRtKI15LQUK055wrRQ8cPBye37ovPPL0znDXQ1vCzXf/JFx16zPhghuemLVVtOETP/7d2Te5fvedd2TxH9Kn/KuX/UqWdqv5m19DB4I1B4Cb+if0uQiIYSUZgmO1fzC/1jFGG79N98a8vusr58yDZtiieeDJ7w7+eud2cJWqqtASv5awwsgs4bWE1Rq3WvF64ExVVzasMLU6FHyPTE5Saz7OtXJl6G8lDcVBLrz/3f/wL8JffOze8FcMjK67L7zjvO+Hd51/fzjlwgfCaZ95MLzvsw/Ntt1h5eFHrnwkfHz9o+ET1zwW8FdXsRLpwhufCBd/6Yfhc199Mlz+j0+FK7/29Ox7XV/8xo/C9bc/G2761o/DV+58LvzjP/0k3HrP8+Eb33sh3P79TeHbD2yefSPqnke2hvse+2lQ9El7QdFcK0V/+69vy+4PEGzDh/ARfEMQDoFzBOUQnEOQDsE6BO0QvEMQb9mte4sC36hXc/KP5df7B3lSdlfrGCOFFdc04N334NfXBM323Pa5JnFXuq4B60oAej7seHsqrKDizm1BZPUU1bntqbDCimvk1wNnhRlRH3E1Glwf+ZvKDhWkKaGeRRPpVe5rxL8KnkXPasObK0ioNSiqSf/YfoltmPiLkFhViu2ZCI5iuya2bWL7JrZxYjsntnX2TUOvvqJtl7C9b9Xv9vnH8vta23Tlax1jNGl0aryHdm4KWz78mnngbMfn/7pJ1JWvT411ZQA9K3C8PRVWUHHntiCyeorq3PZUWGHFNfLrgbPCjKiPuF/84hf7FC+mbK4VZyec9u3ZFklslcSWSWydxBZKbKXElkpsrcQWS2y1xJZLbL3EFkxsxcSWTGzNxBZNrKzBlk1s3cQWTmzlxJZObO3EShVs9cSWT/wFO2wBxQoWTN6xNRTfgMJWUWwZxaT+X/xPL8my5QtBG02BDMqSK5ikES+DITly6tNKjg/y48P8+EA/2hE+2I8P9+MD/viQPz7ojw/74wP/+ND/GMnyN7+WXXGH50r+WH6tfW5Te3G8TZrJcx2BMmzNxD8E0BBIy5Wc21ya1VGvJX4tYYV1WcJrCas1brXi9cCZjj4sixS1OpShPzDO4MKbP3JPFh5WqXTV1RtNQRmt30rKhfd/+9//j9lH1fHtOGyXxLbJux/eMttGie2U2FaJ7ZXYZontlth2ie2X2IZ59YZnZtsysT0T2zSxXRPbNrFCCds4sZ0T2zqxvRPbPBG0wbZPbP/ENlBsB8W20LevOxIUxXZRbBu1FhRlO8uRr9LGcj079Kqz0r75BXnxbcEmHySvo92XsJpuka3U2uc24Xa8TZoZ/jq2ZDJohhxbNnMm5zandqev2xK/lrDCsizhtYTVGrda8XrgbPr+K5sEtToUBCtyTL5Rr7a07MoNOSlNHWv9VpIlvLmChFqDorlWiqJercn6N7/Ayzvf+U4zH8uvtc9tal+Ot0kzw17Hx/9l0Ax/HCB3cm5za3ja+i3xawkrrMoSXktYrXGrFa8Hzqbtu7K+vVaHkuuv833zvhey8rFM5UOvWmEQTevqDkt4LQUJYfuWVorKtr5qgLTkb35BD7X2Q5JjHlvCao3bKfFuXff788DZtgv+lOaWNXdbzqreySu3xK8lrDAsS3gtYbXGrVa8HjibvPvKJ0DNDgXbKodcdYZVKzt2H8hHxgo1W/tWkhW8loKEMH9LK0Xj5r5skBTPlfzNL+ih5n4o5tkSVmvcToV35/VnzYNmm059ZTj440dis8ty7racRa1qKrXEryWsMDBLeC1htcatVrweOFPTjQ0vSM0OZehVZ/c+snV4AgaqcegAi/ZvJVnCayVIiKYwdJtl4FzjStFU07f4zS/ooeZ+KObZElZr3E6Bd9+9Nx4Nmp1yXNh719WxyWU7d1vOploVFVvi1xJWGJclvJawWuNWK14PnKnowvIIoXU73lBo8SF2Tp5XyTV+2yzWkbVvJVnBaylICJu2tFI0bsM8/5u/+Rsz3/wC5tr7IfJqDavjlcwPf3xo01Nh8/t/fR4423nNqcO/pKVGS+0WanC8LcZQ+C3ntnACW8R3bluUU8EtjfyuFDg7/vjjA77fkvq3YcOGTpStW7cuYJLMOnC8fv365LO5yqZelutdfepNydXnmkaD6yN/l7Krfjfp1IseVLtFM8Zv7VtJVvBaCRLCnodedaZ5pWjcfnluwS8TK3JLeC1htcbt2Hi3X/KX86DZ1nN+Lxzev0c2q+zHbsvZVTzpCyzxawkrjMoSXktYrXGrFe9KgTMGu1J5l8DZ6aefPg+YxXUgwCRTrrLyHTzO9a4+9VKWVXIrDmXZbyfhOa3fNWvi3dq3kqzgtRIkhF1bWimaasdW/DKxW8JrCSv4dby08mHz3V//1Dxohr+muf+xbw/7gg61ObcdlFRwEUv8WsIKk7SE1xJWa9xqxTtI4KxLkCzuX/AMg2UIKCFt3LgxnHDCCbPrWM323HPPza7nKhvLhPNc7+pTb0quZa5ZcihYefJ779rQaesmVqmV8l2kFO/WvpUEvC9+8YsD/yJoWw6fUqrdWwkSwqYtrRSN23Cp9hnj6HpuCa8lrODf8XZtBd3L7X/0jjVBs923nt/94QFLOrcDKlNhVZb4tYQVpmYJryWs1rjVineywNnZZ589D5wxQAYlXXLJJfPrN910Ey6FXGVnlUf/5XpXn3ojkZY+veaaa5Z+tsQHgRcBMawkw8T8te/+1iyQhhzfVsJ1bBUrbZVZExeWvpUEbtFBIriE4NiLXvSiWSANOT6wj+v4Xljpf4HQUlDU0kpR2YYt+mWJv+Zj57ZmdkPIze/hfbvC1o//p3ngbPvn/moyhebGOhmwhhc73gbFVHDZua2AxAYIzm2DYiq5rJHfyQJnJ5544mwCjO/7yCRXZnG7Zq6y8r08zvWuPvVSllVzjQa3Kqa25x1vm3bKvmeNWytBUawU/cP332VipShboDVbtoTXElbYs+Nlqx4m33n1KfOg2eYzfyMc2vLMMBUvUYtzu4TSCnrEEr+WsMIELeG1hNUat1rxDhI445ZL5G0f95d9Cv+wAAJKMqUCZ7nKyvfyONe7+tRLWVbN3aGsqkHdz1vi1xJWWJ01vGeff4OZlaLWuLWE1xJWi34qJ79771w/D5rhu2b7vvelSQcgObFOCqzh5Y63QTEVXHZuKyCxAYJz26CYSi5r5HfwwBmDaNia2JZYrkvgLFfZlHy53tWn3pRcy1zTaHDL4Oj6jOPtqqnyyjm35XHWR2JL/FrCChuwhNcSVmvc5sR78NmHw6a//ZV54GzXDR/s4z6zlHVbzqJWNZVa4tcSVhiYJbyWsFrjVivelQJnsgfAd8rk98kQKGpLfQJJucqm5Mv1rj71puRa5trHP/7x8KlPfcrMv7e97W1msIJXS3gtYbXGrTW8bsv19knObb3c5vRTG9/3O/Og2aPv+w8qxjFuy27LsPka/rkt18Fjyhad23q57dLn3n333cuER1Z6ZrDAGaXgt7wQKMK2y6bEcm3fOEMgDilX2ZRsud7Vp96UXMtcu/rqq5d5rNhnHG+x1C0U3LldqKKiC1ji1xJWGKUlvJawWuM2F95dX/7YPGiGLZoHnrpPhS93W1ZBQzYhLPFrCWsuP5XNEFes2LldUYHKH9fI7+CBMwTCuLpq48aNjZScfPLJ83Lyr2quX79+fp2RxFxlU8LlelefelNyLXNNo8Etg6PrM463q6bKK+fclsdZH4kt8WsJK2zAEl5LWK1xmwPvvvtvWRM023P7ZX3cZtaybstZ1Tt55Zb4tYQVhmUJryWs1rjVinfpwBn+4uXpp58eGNyKt2pihZVMDKjx22cyQIZ6kBBoO+GEE2aBM+RMucqifq1yEfsquTuUVbSn/1lL/FrCCstzvPrb37ISOrfLak7/c86tfo5WkXBIfg9tfz5s+eBvzQNnO658xyqiDf7skFgHFy5DhY43g1KVVOncKiEigxjObQalKqpSI79LB87i75lxlRly/AVJBtSof96XATUGrXhP5vE2z1xl+U5tclFvq+QaDW4VPIuedbyLNFTufee2XO66SG6JX0tYwb0lvJawWuN2aLw7Ln/7PGi25ezfCYd3beniKkcr47Y8mqoneZElfi1hhTFZwmsJqzVuteJdOnAGQFgJJgNaWCWG1WOpLZoMUHHFGZ7HKjWUR6CN97GlMQ6a5SzL92qTC5hXTe5QVtWg7uct8WsJK6zO8epue6tI59yuoj3dzzq3uvlZVbqh+N3zzUvmQTN812z/Q83fA15V5mWfHwrrsu8f+znHO7bGx3ufczuersd+k3M7tsbHfZ9GflcKnHVVHwJhCFAhQJYKqnWtZ+hyWuUaCqdGgxsKW6oex5vSSh3XnNs6eGxCYYlfS1jBtyW8lrBa43YovAd+eM+aoNnumz/R5BYnve62PKn6s7/cEr+WsMJwLOG1hNUat1rxjhI441+U5F/JzN4jdHyBVrk6ir+w2FVXXbWwTE0FHG9NbK7F4tyu1UdtZ5b4tYQVdmoJryWs1rgdBO/hQ2HrJ18/D5xtv+hNal2527JaagYRzBK/lrAO4qcGsbBxKnFux9HzVG/RyG/2wBlWmGG1GbZgakpa5RpSRxoNbkh8cV2ON9ZIPefObT1cppBY4tcSVnBtCa8lrNa4HQJwmk+uAAAgAElEQVTvzuvOmAfNNp32q+HgTx5LuUMV19yWVdCQTQhL/FrCCoOxhNcSVmvcasWbPXCWzet7xQs14A5loYqKLmCJX0tYYZSOt+im2Sq8c9uqnqJvOrdF07dQ+FX43XvP9UeDZqccF/befe3C901ZYBWsU8q97Lsd77Ka0/+cc6ufo2UldG6X1VwZz2nk1wNnZdjOUlJqNLilgHR8yPF2VFSBxZzbAknrIbIlfi1hhQlYwmsJqzVuV8F78IUfhs3v+7V54Gzntaf38I7TFHVbnkbvY73VEr+WsMJ+LOG1hNUat1rxeuBsrF5qgvfgr55aSo63Xrad23q5BTJL/FrC6tx6u61JA8u23e0Xv2UeNNv6d68Lhw/sU6+WZbGqB9YgoONtUEwFl53bCkhsgODcNiimkssa+fXAWSXGlYKh0eBScg51zfEOpUl99Ti3+jgZUiJL/FrCChuxhNcSVmvcLot39y3nzoNmm045Lux//K4hXWe2utyWs6lWRcWW+LWEFcZlCa8lrNa41YrXA2cqurA8QrhDyaNXLbVa4tcSVtiX49XSyoaXw7kdXqdaanRutTCRR46+/O7feNuaoNnuDRfmESxDrX2xZhBh1Cod76jqHvVlzu2o6h71Zc7tqOoe/WUa+fXA2ehmMN4LNRpcTvSON6d2p63buZ1W/7nfbolfS1hhN5bwWsJqjdu+eA/v3RG2fPR354Gz7Ze+NbcbHbR+t+VB1amuMkv8WsIKQ7OE1xJWa9xqxeuBM3Xd2XACuUMZTpcaa7LEryWssDXHq7HFDSOTczuMHjXW4txqZGU4mfrwu+Oqd8+DZpvP+s1waOuzwwkyQk19sI4gTvZXON7sKp7sBc7tZKrP/mLnNruKJ32BRn49cDapSeR9uUaDy4nY8ebU7rR1O7fT6j/32y3xawkr7MYSXktYrXELvDd/5uyw65Zzw7Z1b5j923zGq8KWj/w/Ycflbwu7bjp7/v2yPd++ch40w3fN9t33ldwudPD63ZYHV6mqCi3xawkrjMwSXktYrXGrFa8HzlR1ZcMK84UvfGHYCpXX5niVE7SCeM7tCsor4FFL/FrCCtOzhNcSVkvc4oP+CJYhCLbo39ZzXrumzK6bPlyABz5WRLflY3VS0xVL/FrCChu1hNcSVmvcasXrgbOaesIIizuUSCGVnVri1xJWmKnjrayxCjjOrVBGZYfObWWEhjBbYbYoWJa6/8J7fjls+9QfFasQt+ViqeskuCV+LWEF+ZbwWsJqjVuteD1w1qmLKbOQO5QyeesqtSV+LWEF/463aysor5xzWx5nXSV2brtqqoxyO685dc3qsVSArO3atnP/oAygCSndlhNKqeiSJX4tYYWJWsJrCas1brXi9cBZRR1hDMUdSqyRus4t8WsJK6zU8dbVViUa51Zqo65j57YePvfcfulKQTMG1PDtsxKT23KJrHWX2RK/lrDCAizhtYTVGrda8XrgrHs/U1zJK6+8sjiZVxHY8a6iPd3POre6+VlVOkv8WsIKu7CE1xLWmrnFN80Y+Boi3/fA11Z1kaM/77Y8uspHfaElfi1hhRFZwmsJqzVuteL1wNmoXdW4L3OHMq6+x36bJX4tYYUdOd6xW9N473Nux9P12G9ybsfWeJ73bb/oTYMGzvCXN0tLbsulMdZPXkv8WsIKK7CE1xJWa9xqxeuBs359TVGl3aEURVdvYS3xawkrDMHx9m4OxTzg3BZDVW9BndveKlP3wIEfPTRo0Iwr1rCKraTktlwSW/1ltcSvJaywBEt4LWG1xq1WvB4469/fFPOEO5RiqFpKUEv8WsIKY3C8SzWJIh5ybougaSkhndul1KbqoV23nJslcIY/NFBSclsuia3+slri1xJWWIIlvJawWuNWK14PnPXvb4p5wh1KMVQtJaglfi1hhTE43qWaRBEPObdF0LSUkM7tUmpT9dCOy9+WJXBW2nZNt2VVZjm4MJb4tYQVhmIJryWs1rjVitcDZ4N3R3oqdIeih4scklji1xJW2IrjzdFidNTp3OrgIYcUzm0OrY5bJwJc3F45ZL75jFeNC2TFt7ktr6hA5Y9b4tcSVpidJbyWsFrjViteD5wp79xWEe+KK65Y5fHinnW8xVHWWWDntrOqiixoiV9LWGGMlvBawlort0MGy+K6SnLObsslsdVfVkv8WsJaq19usnDntkkzdVzXyK8HzuqwrSQKjQaXFHSgi453IEUqrMa5VUjKgCJZ4tcSVpiIJbyWsNbKba4VZ6Vt1XRbHrCDU1iVJX4tYa3VLzc1Iee2STN1XNfIrwfO6rCtJAqNBpcUdKCLjncgRSqsxrlVSMqAIlni1xJWmIglvJaw1srt9ovelGWr5rZ1bxjQY+avym05v46nfIMlfi1hhU1ZwmsJqzVuteL1wNmUPVfmd7tDyazgiau3xK8lrDArxztx48r4euc2o3Inrtq5nZiAFV5/8IUfht23nBvwLbJ4i+UQ57tuOnsF6cZ/1G15fJ2P+UZL/FrCChuyhNcSVmvcasXrgbMxe6qR33X55ZeP/MZpX+d4p9V/zrc7tzm1O33dlvi1hBWWZQmvJaxVcHv4UNh7zw1h+yV/MQ+WvfCe4+bHQwTMWMe+B742vaPtIYHbcg9lFVjUEr+WsMIULeG1hNUat1rxeuCswA6vq8juULpqqsxylvi1hBXW6HjLbJNdpHZuu2ipzDLObRm8HXjyu2Hn9WeFzWf8ejJItvm0f5O8ziBY3xzfNzu8Z3sZyvmplG7LRdHVW1hL/FrCCkOwhNcSVmvcasXrgbPe3U05D7hDKYerZSS1xK8lrLAFx7tMiyjjGee2DJ6WkdK5XUZr4zxzaOemsOe2S8O2c/+gMSi247KTwr7vfzUc+NFDjWX6Bs1Qfv/jd40DcsC3uC0PqEyFVVni1xJWmJolvJawWuNWK14PnCns0IYSyR3KUJrUWY8lfi1hhbU5Xp1tbgipnNshtKizDudWHy/7H9oQdlz5jsZA2NZPvC7s3nBhOLT12TXC77zm1MZn+gTPSvu2GZXgtkxN1Jlb4tcSVlirJbyWsFrjViteD5zV2SfOULlDqZhc7xyrJtfbbr30OrfObS0a0GrLB3/yWNh989+HLR85Ph38Ou3fhp3Xnhb2P35nKxWr/oXNHZe/rbgtmlSIVm4p39C54x1ao3rqc271cDG0JM7t0BrVVZ9Gfj1wpstGBpVGo8ENCjCqzPFGCqno1LmtiMwEFEv8WsIKqi3htYRVHbcH94e9//TFsP0zb04Hy045Lmy78E/D3ruuDof370l4ofQlrBjrs8KMZfFcad81kxpwW5baqO/YEr+WsMJSLeG1hNUat1rxeuCsvv5wjuiyyy6bH1s4cLz1suzc1sstkFni1xJW59bbbW4NHHjin8LOf3h/2Py+X0sGuLZ8+DVh11c+Hg7+eOPSouAbZfjAP4NibTlWqZX2FzRTinE/ldJKPdcs8WsJKyzUEl5LWK1xqxWvB87q6QePQeIO5RiVVHXhS+d/IOy65dywbd0bZv82n/Gq2eAe20Pwa3eJHyRuIshtuUkzdVy3xK8lrLBOS3gtYZ2S20PbfxL2fOPisPWTr28MZu244u1h3wO3DOogbz7vtFnfiuAY+lsE0JCjD0afiz8qUPIqM6kst2WpjfqOLfFrCSss1RJeS1itcasVrwfO6usP54gsOhQEi2oPJgEjBuptv3rzHsrV8uu3BW7ZeNF2reEl9tpz57Zehr3PfcMskITVWTl+wEEgDAEx9m9xjkAaAmoIrOVIlvi1hBW24nhztBgddTq3OnjIIYVzm0OreurUyK8HzvTYx+CSaDS4wUH+tEIEGZ444zWNA2o5wC45mISgoMTS9RjPlZqscEt+rOEFbiurJy1yi34IuGv/QQN27H3uccn+aZU+F1sssdUSWy5T/R22aGKrJrZs5k6W+LWE1VrbtYbXbTm3Z5yufud2Ot2P8WaN/HrgbAzmJ3rHpZdeOtGbx32tlWDSzmtOTU4cUpOJ1DVsLyktWeGWvFjDi4CKldWT1riFTVsLFKLPtRAkzG3L+Hg/PuKPj/mn+jJcwx8BwB8DCAf3031mz62MqaBIS1gdb/amM+kL3JYnVX/Wlzu3WdU7eeUa+fXA2eRmkU8AjQY3NForwaQ9t1/aOIFomlikruM7LKUkK9ySD2t4c0++qVcNuTVuoXNL/AKvlSBhTlve//idYee1p4VNp/3bZH+35SPHh903/304+JPHJmnWFsZUVKwlrMDseMl8fblzWx+nROTcUhN15hr59cBZnbY2Q6XR4IZUt5VgEiZkqSDYstdK+OaZFW7ZHqzhzTn5pk615Na4hd4t8Qu8VoKEOWz50NZnw+4NF4atn3hdYz+348p3hP0PbZi8Sdc+ppIKtoQVuB2vZL+uY+e2Lj4lGudWaqO+Y438euCsPjubI9JocHPhVjywFEzCFstlg2Sp5/DhZs3JErfgwRreHJNvrfZsjVvwYIlf4LUSJBzalnd9+WNhx2UnNfZt2879g7DntkvDoZ2b1DTvmsdUsZItYQV2xxtbQD3nzm09XMZInNtYI3Wda+TXA2d12dgaNBoNbo2AK5xYCSbhz9ungl+rXsMkSGuywi31bwnv0JNv7asnLXELe7bGr6Ug4dC2nOrDNp/x62Hn9WeFA09+l+5RVV7zmCpWtCWswO54Ywuo59y5rYfLGIlzG2ukrnON/HrgrC4bW4Pmc5/73JrzWk4sBZOW3QKUmpTIa1gloTFZ4hb6t4Z36Mm35tWT1riFPVvi11KQMJcts0/afslfhL333BDC4UMau6W5TLWOqeYAxYElrIDteAX5lR06t5URKuA4t0IZFR5q5NcDZxUaGiFpNDjKtkpuKZi04/K3ZVlxpjXgYIlbtAFLeHNNvrWunrTELWzZGr+WgoS5bHnbJ98QDr7ww1WGA6M+W+uYKqVES1iB3/GmrKCOa85tHTymUDi3Ka3Uc00jvx44q8e+jkGi0eCOEXKJC7mCSZs/9B/Cgae+Fw788J7ZlqP9j34r7N942+yjxNgStu/7Xw37vvulsPee68Pef/pi2HvX1WHPt68Me+64POz55mfDnv/2mbD71vPD7q+dF3b/49+HXV89J+z60kfDrhs/NNt+svMf3jf7i2E7r35P2PGFd4Ydnz85AMv2S98atn/2L8P2i/88bLvwP4dt5/9x2Pap/y/gGy+bTvvVLIGzTX/7f87qn70H77vwP8/eP5Pj0rfO5JrJ94V3BsiLv3Q2k//6s2Z4Zri+es4M5wzvrefP8M/0AH18+8qZfmZ6uuf6md5m+nvgazN9zvQK/T5+10zfM70/80DYftGfZcG7Bdw+fX848OT3woEnvvNTfu8I+x/+Ztj34K1h3/23hH33fSXs++5NYe93rgt777427L1zfdjzrc/Pvtm05xuXzD5gvfvrnw67b1kXdt/8iYBv9OCvlO664QNh53VnhJ1fPD3svPpvw4717wr4mPWOK94etl92Utj+2RPD9ovfMluNs+2CPwnbPg1u/zBs/eTrw+b3/99Z8MJutHG78x/enwUrvpPk3P7lzI/An0zRbg8++3DYed2ZWfjVuDrWWpAwV5+r9QecpmFJrWOqFF5LWIHf8aasoI5rzm0dPKZQOLcprdRzTSO/Hjirx76OQaLR4I4RcokLGGxzi4fnx7kuTnEdeDtwG6jVBja/798dCdZ/5ZzZjxL4gWLP7ZeFvXddNfsRY999Xz0SjH/0W+HAE/eEA8/cHw4+92g4tOmpcGj7T8Lh3dvC4f17l+hpmh/JtQJr0CDhoQPh8N6ds4/rH9ryo3Dw+R+Egz96aPb9sP2P3xn2P/yNsO/+fwz77r0x7L37mrDnW1eEPd+4OOz++qfC7q/+Xdh104fDzuveH3ZefUrY9N5fy9LPbD7jVc1KVnin1jFVStWWsAK/401ZQR3XnNs6eEyhcG5TWqnnmkZ+PXBWj30dg0SjwR0j5BIXap0gOi4PfrgNuA24DeSzgc2n/19h85mvCls+9Fthy0f/Y9j6d687svL2/D8O2z/z52H7pf8l7Pj8X4edV71ntsIWq4V3JQJ2s9XAGQL2m8/6zSMrXW+79MgK11vWHVnZilWt155+ZDUrVrJiFetFb5qtKsXK1a3nvDZsOft3wpYP/PuAQOOmU1+ZJdCVwzaXGAJM9kitY6qUQi1hBX7Hm7KCOq45t3XwmELh3Ka0Us81jfx64Kwe+zoGyWc/+9ljrtVwIduKM4Xb27ad94dZJkBbz/m9cOCZB+xsTQW35/7hkW2SF/zJbNI52z6JCehlJ822Vc62V65/12y75Wzb5XVnzLZhzrZjfvljs+2Zs22a2K654cKA7Zv4q3rYzoltnbPtnd+5brbdc7btE9s/H7x1th10/6N3HNmW+sR3jmwXffr+cPDZh8KWD70mC78qtx1nCDRwIu/cTrulHMEbcuF5vsBfbbotbatmrWOq1LjQElbgd7wpK6jjmnNbB48pFM5tSiv1XNPIrwfO6rGvY5BoNLhjhFziwtAfZeZkZNu6NywhTd5HELShfEPmqFdjssQt9G8Jb66At9bJtyVuYcu5+N185m/OtmbOviH5tfNmK8Bm343ENyOves9shdjsO5Gf+fMj34c89w/C1k+8braiDCvLNp/5GwErzYb0n0XUdeorZ6vPsAoNq9GwKg0BTnz7ELaJVWv4DiO+yYjVbPhWI77bOPtxAD8M3HbpkR8EvnNd2PaJ12XRX1ufe8UVV4TXvOY14Wd+5mdm/37hF34hvOUtbwmPPfZY767r9a9//Zp67r333mQdL7zwQvilX/qleVkcM+G9lKUph7xtCfI3Pcvr3/jGN+ZVQAeQHdhxHznOpfxDyDV/oTiodfwoIK45dLxr1FHViXNbFZ1rwDi3a9RR3YlGfj1wVp2ZHQWk0eCOSrf8kaVgUq6PUOOPHWhMlriF/i3htRZIssQtbLkEfvGtM3zzDN8+wzfQ8C00fBMN30ab/TGYhzYEfDNt9gdg7rqqMWA32w6ZYQUl6sV3xfB9MXxnDN8bw3fH8P0xfIcM3yPDd8nwfTJ8p+zAk9+dfbcM3y/Dd8wO7dw0+65ZOHRgUPc+ti2fd955jQEmBI8Q4OqabrzxxmPqksEpWc+73vWuY8ry/hABqj6Bs0U6YABxCLmIUea1jh8lRnnseKU26jp2buviU6JxbqU26jvWyK8HzuqzszmiSy65ZH5c04G1YBJ+lR9yhQNWhhzes12lSVjj1hLesSffUxu4JW6ha0v8lhAkHNL+x7blD37wg7PVZVxZheDQK1/5ynlQqynwFWOWK8gWPY93cVWXXHUm60yNqSALV4tB7mUSV9bJoCDqkqvLIB9XnuF9i961qlwprMtgK+UZx1sKU/3ldG7766yUJ5zbUphaTk6N/HrgbDkui3hKo8ENpTgPJi3/HZ39j981FA1Z6rHELRRoBe/Yk+8sxtmzUivcQi2W+LUUJKTJT23LCBQxQNU1cMZnEJjiMepIPc/gFcrxGGVlSo2pZNk+K+FYrwxwYcVbW5Ir4iBnW1pVrhTWtveVfs/xls5gs/zObbNuSr/j3JbOYLv8GvldOypol9/vFqYBjQY3lAqHnqRpDybtvObUQVadYcKnPVnj1hLeqSffY9u+JW6hWyv8Ds0rVxRr3UIPbofG3KfPxXZLrraSq7La2rPcwojVWm2BM3xLDEEyrDRD8EsGneQ74jGVDHphG+YySb6L2y+b6pFbPdsCZ0PIFWNtkqmW6463FiaPxeHcHquTWq44t7UwmcahkV8PnKW5quKqRoMbUrGWgknQ26rbg3Zc/ja1WzRju7DGrRW8U06+Yxsb69wKt9CnJX6tBAllOxnTlmWgiyvNEGRaFFyivAxIMaAl65MrzhAoY1AOATQkPrtoxZn8owPcVsr3d8m5PRTvQV1tScqJ8m16WFUuyFH7+DHWteONNVLPuXNbD5cxEuc21khd5xr59cBZXTa2Bo1Gg1sj4AAnloJJUNeyW4TwnNbvmjWZgTVureAdc/LdZFtjX7fCLfRqhV9LQULZXsayZRnoYuAMOYJai7ZEcgWZXJ0m65OBM67iQr1MXQJnckWbfJZ1dMn5buCSMqWelWXbtnQOIRfeb2H8KPXseKU26jp2buviU6JxbqU26jvWyK8HzuqzszkijQY3F27AA0vBJKgNW1zwgX9u72nLMcnRvP1nkRlY49YK3rEm34vsa8z7VriFTq3wayVIGLeTsW0ZK7PkKiquIovl4jk/7o9gGVMqcCaDTDJw1SVwJgNZ2EraN8l34w8XtCUp+6Kyq8pFOayMHx0vNVBv7rbs3NaiAbfl6Zn0wNn0HGST4OKLL85Wt7aKEUx66vTfMBFMou6//MlTZivQMEndfMarZtiRYwsRJjZYEVHaKjNik7k1bq3gHXvyLW1qqmMr3EK/Vvi1EiSM28zYtoxVZnLlWSyPPJflmo4RiEOwrOm+vH7eeefNqueYSga9EKRbJskAF7eIpurh6jnIg6BZ22q7IeSiDMTK89pzx1svw86tc1uLBtyWp2fSA2fTc5BNAosNDKurMGGrPZgEo7HEL7Ba49YCXky+rayepKO3ZMtjB1eo47FzK0HCWK9j27IMZsWyyHNZrul4lcCZXAHGoJp8/6Jj+b0ybCdtSn2CZqhjVbmkHJbGF8DteCX7dR07t3XxKdE4t1Ib9R1r5NcDZ/XZ2RyRRoObC5fhwPFmUKqSKp1bJURkEsPK6kmoz6ItWwkCW1v1nMuWEdRCEAgrqJAQaJIrtHDMhG2SCI4hAMXyvCdzGVSS2zJlGR43bdUE3jjo1bQCrE0uKQuOU4nPA9uilWZ4vqtcqXelruXiNvUuDdccrwYW8sjg3ObRq4ZanVsNLOSTQSO/HjjLx/fkNWs0uJxKcbw5tTtt3c7ttPrP/XZL/FrCCruxhBdYLQQJ6Q9ycSsDV/GKsThAJoNQbQGxruWATb6fWGnLsh4ZwJPlcCzLSblkgAvYmoJ9UoZYBzyX75Tva5NLPtN2nIvbtndOec/xTqn9vO92bvPqd8randsptZ//3Rr59cBZft4ne8NnPvOZyd49xYsd7xRaH+edzu04ep7qLZb4tYQV9mQJryWsOblFcAl/OZIf+UegCKuuEByKV3jJgFF8T/ozue0Rf2ygLXF1W7yNEvxSpjiAF9fXJJeUo+2vY8o/hsBAWZzLd3aVSz7Tduy23Kad8u9Z4tcSVlimJbyWsFrjViteD5yV3/81InCH0qiaKm5Y4tcSVhin462iiSZBOLdJtVRx0bkdn0auzGoLQg0lVR9+x5RrKHyynj5Y5XOlHjveUplbLLdzu1hHpZZwbktlrpvcGvn1wFk37oospdHgcirS8ebU7rR1O7fT6j/32y3xawkr7MYSXktYNXDLv4qJ1VZtq82G8l9d+R1brqHwyXq6YpXPlHzseEtmr11257ZdPyXfdW5LZm+x7Br59cDZYt6KLXHRRRcVK/sygjveZbRWxjPObRk8LSulJX4tYYU9WMJrCasGbrGlElsm5TfElvVBXZ7ryu/YcnWRvW+Zrlj71qu1vOPVyszqcjm3q+tQaw3OrVZmhpFLI78eOBuGW5W1aDS4nIpyvDm1O23dzu1y+scqjPPOO2/Nx66xOgMTu64rNFAO5fkNHXxnB9/fSU1W8aFrThr5PR6Ujb8pNIRc1AjqkrLhWCbgpyxxju1UTJA9vh+fy/J8rm/uttxXY+WUd27L4WoZSS3xawkrbMHxLtMiynjGuS2Dp2WkdG6X0Vo5z2jk1wNn5dhPb0k1GlxvED0ecLw9lFVYUed2OcLaPjCNj20vSghKoVwcQOK5DJ4hOIbVH7wn8/hD2qvKJeXGt43ku3Ask/xId1xOBsI8cCa1NtyxpbZrCSssxPEO10601eTcamNkWHks8WsJK6zEEl5LWK1xqxXv2hnGsH7Za5tYAxdeeOHEEoz7esc7rr7HfJtzu5y2ERhC4AhBIST5F90QRJKBr9QbZNAJzyLhGQagZOAJx7gut07deOON87JYicYUy/XmN795Xq6LXKwHwTq+U646433kxCBllfcXHUu8qGvV5La8qgb1Pu/c6uVmCMks8WsJK2zD8Q7RQnTW4dzq5GUIqZzbIbSotw6N/HrgTK+9rCxZLoPDBBorRri6BHlqO1YbAKxkwSSUdeD5VEK5rtvE3vrWt87k4KQeOepdFBzgeymLfJ7HqTq4LY1lsCUsTl23icXPdTnPxW+Xd49dxhJW6DYnXrmCLGXXkluWjVenoV3R7tFGkXguA2S4LgNqsm55DLx8F+pZJBefZd3wJTzG8zKtGjiT9RKrrL/vcU5u+8oyRnlLeC1hhe043jFa0DTvcG6n0ftYb7XEryWssB9LeC1htcatVrxrZxhjeWx/zygayOFQ2gJBCDxxZUsbQBkw42Qbk9M4YZIqJ9Msy1xOruOVNCzDXJaN38Nzlk3l8nkG8+JywBUnTtrjsjhPYY6fbzvPwW/b+6a8Zwkr9JwTr1yZJe06xS/tFtshZZJ2zTqaysqtlLIOeQy8feTCs2zzeA5tUga4ZN2UdZn2BmzEFQcE5Tv6HOfkto8cY5W1hNcSVtiP4x2rFY3/Hud2fJ2P+UZL/FrCChuyhNcSVmvcasXrgbMxe6qR33XBBRcM/kZMQuXqsvi7Rri/KGEiikmonJSmJrWc8KL8om1inHQjZ/BObhPrKhfexUBAEw7cR5AQAQFO3vFc6h3EkMLXVH/X6zn47frusctZwgrd5sIr2xzaSlviNsiUbdOuZXvhik3ZBlFHU0BLvvsd73jHPEC1SC48h0AZ30ff0PQeKSvkxT88Cx9EXyFlkcdyZR2wDJFycTuEbDnqsITXElbYiuPN0WJ01Onc6uAhlxSW+LWEFfZiCa8lrNa41YrXA2e5eiUF9Y7lUOSKklTwKDjjA4EAACAASURBVFYFJr1MnMimAktcbdZnm1i8Mob1d5GLZRcFziA7MchAROodnLSn8FEHy+Zj8busfEM+Zwkr9JYDL2yWbQq2jsByW2qzbdo16mF7kX6AbSnOU++DXC9/+cvngbNFcqEOBL1Qt2xXfQJnlAsBtKbgGa6znHxPCkOfazm47fP+sctawmsJK+zI8Y7dmsZ7n3M7nq6neJMlfi1hhS1ZwmsJqzVuteL1wNkUPdZI7xzLoXASi0lmKnjUBrdtYsp7cTAsNWnnpBkTYU7kU+W6yMLn28ryXltwAWUow5ATb757LH75vilzS1ih5xx42UbQruI2leK2zbZp16hLthdcx4oxtl2s2JKrtlLv6SuXDGjJd8t6Uu/hNawckwFEyJxK0q91Ceal6khdy8Ft6j1arlnCawkr7Mvxamllw8vh3A6vU001WuLXElbYmCW8lrBa41YrXg+caerJBpZlDIeC1SLcMoXJctPqjSZonGDHgaW+28RQ/ud+7ufmE3ZO3iEbt3I1ycDrlEXmmGC3Pd8WXEC9MsDAeiFTl21ilKspH4PfpnePfd0SVuh2aLwyCITjrok2GwfapF0v2sLId6e2YPIe3tNVLtnmKF8qT/2xDuKWdcS+B2VkcC4lN+tZJh+a22VkGPMZS3gtYYUNOd4xW9K473Jux9X32G+zxK8lrLAjS3gtYbXGrVa8Hjgbu7ca8X1jOBQ58Y0n112gcsIbT17lxDZeESIn7SjHdOqpp64J4qFuBL4WTez5PGVJ5U3Y2uREvVLWuF4E0PoGGikr8jH4le+b8tgS1qG5lW20a3CKXDMojnYkE+vE/bYkA+vxu1kH2sWrX/3qtmrW3JNtLm5T8rwtcCa/fxjLhZfJdttWzxrBOp64LXdUVIHFnNsCSeshsiV+LWGFCTjeHg2hsKLObWGE9RDXue2hrAKLauTXA2cFGlJXkXMbnJxcxhPrrjJyortq4Ex+pB91IdDFST/eIQNsXWTDhD/+C6Kp5+QkHvpYlBDEg66Iu8szTXXm5rfpvVNct4QV+h0KL9oBbS0VIJJcsqxsyzK4xZWX0uZlnbiOgBTaDlJs6zJIzHdBNtTRhpdlpVxSbh6j3RMrryHHijHI3iQX5JZJBvvgQ/icLLPKcRvWVerV+qwlvJawwt4cr9ZWt7pczu3qOtRcgyV+LWGFzVnCawmrNW614vXAmeaebUXZzj///BVraH5cBqowoV12csmJbhw4w5t5DxNnmWTADpNzua1KTuRxj8GzZbdbycl4PMGGTLhGObsGweQzKdwSa9txTn7b3jvFPUtYod+h8NI2m3Jpf9LWyTHaFttQXEccVJLtMi7LoBvrje/H54vkYj0yT8mP+03y453SX7AuiSN1n+WWzYfidtn3j/2cJbyWsMKOHO/YrWm89zm34+l6ijdZ4tcSVtiSJbyWsFrjViteD5yN2GM999xz4fTTTw8nnHDCbGsStiedfPLJYcOGDVmkyOVQhgqaATQnzHKiTGVwwhuvNMFkFs/hPpIMRMXBrabJNN+xKMe7KaNcMcPn5Lu7Bs4WbRNj3YvyXPwueu8U9y1hhX6Hwss2RBuOc9nu2Fbi9oYAtPzAP+pEG4zbA8qxDrZPPBe3SeAbQq7YDmO/wPuQE/fkOyFnHMxjeQTZKX+MkWVWyYfidhUZxnzWEl5LWGFDjnfMljTuu5zbcfU99tss8WsJK+zIEl5LWK1xqxWvB85G6q0QNHvjG984D5ghaCb/5Qie5XAoMuizaKUZy2LC2jQB5UReTuBJCSfCKMNJrgxU4T5SfI2r33Cdk2W54iwlF4JeqA+TfyTUIbdqpuSL350KnPXdJjZ7ecf/cvDb8dWjF7OEFcodGy/snW0F7WPs1IR3arly6KEJa453aajTEl5LWGFbjldDC8sjg3ObR69aarXEryWssC9LeC1htcatVrweOBupF1u3bt08ULZ+/frZWxEsY/DsxBNPHFySHA5Frihh0CvOCURueZKrTjhBj5/jOYNXCLY1lcV1BsjwPrkyjPXIXAYDUnLJIJl8Dsd4F2XCu3Acl5HnKM/UJD/KM/DHsn3zHPz2lWGs8pawQqdj42WbwAqxKVIT3qnlyqGLJqw53qWhTkt4LWGFbTleDS0sjwzObR69aqnVEr+WsMK+LOG1hNUat1rxeuBspF6Mq82Qy4StmgyeYVXakOnTn/70kNXN6pJbtmSwSB7zpZz04p4McrUFk1A2DlLJd+JZBJziFWyo//jjj599CJyyoGxqq1iTXFjVJgNwWC2WelefwBnkRB0Sc9s2MequS56D3y7vnaKMJazQ79h4Yev4J9vpmDw34Z1arhw6aMKa410a6rSE1xJW2Jbj1dDC8sjg3ObRq5ZaLfFrCSvsyxJeS1itcasVrwfORurFGBw7++yz17xRrkQbervm1A6Fq9Pij/uvUcCAJ13xji3XgBDXVNUV75qHCj2xhBUUOd5CDbWD2M5tByUVWsS5LZS4jmJb4tcSVtDveDs2ggKLObcFktZRZOe2o6IKLaaRXw+cjWBMd99993xVGQJlMtUaOON3x8ZcxdKlgU0hl+R7yOMueId835R1WcIKPTveKa0t77ud27z6nbJ253ZK7ed/tyV+LWGF5Tje/O1nqjc4t1NpPv97ndv8Op7yDRr59cDZCBYhv2U2ZuBMBuy44m2s/CUveUn42Z/92XDcccfNg4ZjvbvtPVrlapPZ7639QxquD9eH24DbgNuA24DbgNuA24DbgNuA24DbgF0bGCGMs+YVHjhbo448J1MFztyR2HUkzr1z7zbgNuA24DbgNuA24DbgNuA24DbgNuA2UKMN5IncNNfqgbNm3Qx6h8ba9o0zrBAbMvGdQ9apuS5LeC1hhc1ZwmsJqzVureF1W9bcY64umyV+LWF1P7V629Bcg9uyZnZWk825XU1/2p+2xK9WrB44G6mV4C8+wgjiv6p5+umnz67j/tBJq9ENjZP1WcJrCSv4tYTXElZr3FrD67bM3qnO3BK/lrC6n6qzvRKV2zI1UV/u3NbHqURkiV+tWD1wJi0y4zEDZDCE9evXz94kt3Di/tBJq9ENjZP1WcJrCSv4tYTXElZr3FrD67bM3qnO3BK/lrC6n6qzvRKV2zI1UV/u3NbHqURkiV+tWD1wJi0y4/HGjRsDV53RGJjj+nPPPTf421n/4BUrrdASXktYYW6W8FrCao1ba3jdlpV2lgOJZYlfS1jdTw3UQJRW47aslJgBxHJuB1Ci4ios8asVqwfORmwg+IbZySefPA8CIGCGlWYIquVIWo0uB1bUaQmvJazOba4Wo6Net2UdPOSQwrnNoVU9dVri1xJWWJglvJawWuPWGl63ZT39Yw5JLPGrFasHznJYtpI6tRpdLvVYwmsJK+zFEl5LWK1xaw2v23Ku3k5HvZb4tYTV/ZSO9pVLCrflXJqdvl7ndnoOckpgiV+tWD1wltPCvW7XgGvANeAacA24BlwDrgHXgGvANeAacA24BlwDroFiNeCBs2Kpc8FdA64B14BrwDXgGnANuAZcA64B14BrwDXgGnANuAZyasADZzm163W7BlwDrgHXgGvANeAacA24BlwDrgHXgGvANeAacA0UqwEPnBVLnQvuGnANuAZcA64B14BrwDXgGnANuAZcA64B14BrwDWQUwMeOMupXa/bNeAacA24BlwDrgHXgGvANeAacA24BlwDrgHXgGugWA144KxY6lxw14BrwDXgGnANuAZcA64B14BrwDXgGnANuAZcA66BnBrwwFlO7XrdrgHXgGvANeAacA24BlwDrgHXgGvANeAacA24BlwDxWrAA2fFUueCuwZcA64B14BrwDXgGnANuAZcA64B14BrwDXgGnAN5NSAB85yatfrdg24BlwDrgHXgGvANeAacA24BlwDrgHXgGvANeAaKFYDHjgrljoX3DXgGnANuAZcA64B14BrwDXgGnANuAZcA64B14BrIKcGPHCWU7tet2vANeAacA24BlwDrgHXgGvANeAacA24BlwDrgHXQLEa8MBZsdS54K4B14BrwDXgGnANuAZcA64B14BrwDXgGnANuAZcAzk14IGznNr1ul0DrgHXgGvANeAacA24BlwDrgHXgGvANeAacA24BorVgAfOiqWuWfD169eHdevWzf7dfffdzQUruPPcc8+FSy65ZIYV+caNGytA1Qxhw4YNc25vuumm5oIV3AHWE044Ibz61a+e/Tv55JOr5Rd2fPbZZ8+xAjfsueZkyZat+Sn4YfZB6I+Av9ZkyU+BQ2u2bMlPgV8r40fvc+seP1rzU97n1jv3w1zg+OOPn80PkGOuUPuYiuNHjfNcD5xVNJpHQzrxxBPnk28GHGptZAgKysAK8MKp1BpwkIEVcgu+awwWYvBOjDIHv7hXU0K7feMb35jEC35r7CAt2bI1P4X2yUEe2y78NAIQtSVLfgrcWbNlS37K0vjR+9wjP0bWOn605qe8zz0y96ttboA+9/TTT0/ODTCmgp3Xlkrocz1wVpHVpYJmnLhgYl7TBBxY4skZsSKHs6kpIfou8clj6KEmB4pAILmFTQN7bNs1BUfZUQAzjvGP+MEz2m5NwVFLtmzNTyE4Jn1TfFzTwNaan7Jmy5b8FMZKcR8r225t40fvc48EzsBxbeNHa37K+9y1i0VqmhtgtRX9MOa06JPkYhG03Zp+kCylz/XAWSXRFfnLNxsScjkBR4OrZQLOKLzEBIdJJ4McA8EaEjgjLjgWJFyTq5TAs8Ylrcvon84T3MrE69RFLR0k8cigAgKhkl/oAgPC0pM1W7bkp2CbsFPYM7ZVw17xjzqgndOHlW7L9EdW/BR5BF6OI7zPrWO7m7XxI32R97lHAmg1jR8t+Snvc4+MItgXs13XMjfgjxmwaSaMqTC+IlbkNSycKGlu4IEzWmPhOR1HHCxCI5MT8Fp+OaRDiSdhcCAyWCgdTqkUy1+UYgwcJMB5AncNDpS2DFuNkxzgA3MNwUJ2gDGWVNuN9VHauTVbtuSnYIu0Zf54Q/uM262csLJMabk1P2XJlq35KdqylfEj/ZT3uUe3gdUyfrTkp7zPPTpqiMcYcds+WrKcI9oyVsjGKZ778cesuFwp5yX1uR44K8WqFsjJgQ86P0y4ZYon4IhWl57oUOKBHnDFwbPSf32QDiWekAKvdKA1rEyiLWNwm8IrO8iUvZdm2xzEp2w5brvQTcnJmi1b8lOwS9pyyk5lu0W50oP81vyUJVu25qdoy6n+NO6Dahg/0k95n1vf+NGSn/I+d+1oWI4xUr5sbWn9Z7TlJixy7pfyZfoRHpWwpD7XA2dHeSv6SDoMNKY4xYOfVEAifkbzuXQYwB4nGTxrcjrxM1rP5RLWphWDUh+pSatWbCm5JN4m7jjQxwC49MDoIu7QdqEHYEVecpLcWrBlyW3tfgp2ya2asNNUYEz2U6UP9KQtW/NTtduy5NaCn5LtEj4rTjWPH1PjJe9zYwso59z73LVcybbtfe5a3Wg/68Idg2ul/xhZUp/rgTPtLaeHfJy0oAE1DWxxD/9Sg6Mer5q8qGxkTZM0+f2VlD4mB9FDADkYSHGHgR75R15SwgQbfMrEj/fCVpsmLsRb0mAAPMVBa2CHDbNtpmxVdqDx81JvJRzXbMux/q35KWmnTe1Wfp8jbvex/jSdW/JTKb1bs2VLfgp8sz9FP5Tqg2D/7KNSY5CUzWi45n3u2lVlKe5KHj/GNmbNT3mfu3aHlfRlJc0NIDfG9miLMmEc1eZ3pb2nfgSQdWk/LqXP9cCZdkuK5EOjgnFhoo2BjlxtIwc2TYMfGmYpDgWYONGCA5FBAxkYawqecTBYikOBnJAZeBA8ohOVAxtwmxr8yA40MhuVp+CS/AATeCZeCCw7jNQkHLrCcyXYMnDJYCD4ld9gwDGw8F9q4sJ7sg2oJPanQlmyZWt+CvbK9ol2KwNg9New11S7lQO9EmzZkp9C07Vmy5b8FPohK+NH73PrHj9a81Pe5x4NKHHs0TTGKGlugD4Xc1nMCTjGh/xMGC/Je6m5H+ZAeFY+x+c15qX3uR4402hVDTKho5ANiI1MfjhQBk9SDYmBM0xutKcYC/HKgAPx4F4cjAA+BmZkgFEjbgzyZGdArLjGFPMfB5qoL+hBe6KsxMlcBsFinQAXJ9q4R26l/WvEHeMgVuTEA7ljncC28SySDBLzmkaskKkJrzVbrtFPgV/pc2nLaJsMnsX8g3f4LiYZOJPXeV9THrdJ4q3RT0HvTXhrtOXYTsltrX4qHj8Qr+w/Y/7jiRjbvvbxYxO3wOx97pEf6GocP9bop+CX2e7YZpF7n3t0JVapc4MmbsGv9L2x70YfxfEW7tEupP1rGkdRlia/XFqf64EzMqo8h8ExUMBGIvO2wQAG+WhQaIh8RnsDk86AMjOHk4Q+mOJOBefQBwYGeEZ2MHxGW05ZiVHmbQ4UNoHBLv4BJ56TA2FtOCFP/AuKxIpjYGFKOVo4WWKNbYHPacrBR4yR5+BPpnjiAnzAy/LSFuRzmo4t2bI1PyUDuLRJ5ouCSbBd9Du0ZzlY0mS/lMWan7Jmy5b8lLXxo/e5R1evyzED2jjHTvDbJY4frfkp73OP2nJtcwOMhzh+SuUMjmFMErddlMeYi8/J8RfHMNryWvpcD5xps6wGedD5sYHEExBcR7BIJhlI4XPM47LyOS3HdAjo5IElxiMdKGRuGyjFZbVgpBwI8pEbOBYZ9MP1OLgCB4prfEbmmIzKoCLfoSlnoBPcAivk5TVggQ5kwv0Uv3geutCc0PGRH2AEFmCWg9cYA+6n+C2h3UJ24rVgy5b8FGyXdgs/E/8YA97lQA/lqR/aBPMS2i59EmSt3U/Bh5Ir4PU+d+0PGqX3uZbGj97nHv3RGP62tvGjJT/lfW69cwP0uRznYzwFv4V/OOY4Kd4phfu0f5ZBXsK8r6a5gQfONM+6hWxsYPLXIzlAiDtHPIr7MsKLAbF8XlSv6lDiQmNjwmCeziIVREBZ6XSgE+0r64CNEzQ4RJnIOTBDJzKhQ0UwCZxKneC69kSZZUBTDhBwP5UweQFm6AkdSglY+Wth3D7lRCbuHIEd2KAftF/Yh2wHKd1ouWbJlq35KfpftE/Z9sg5/JBs07RJ2Lf0ZWi/cbCYZTXllvyUNVumzVrpc9n+5PhPch73T2iHuF/i+NH73CNelJzXNH6UNivHROybgBVtO06lzg2Iy/vcI/OcmuYGGANx7ga7ZoKt8jr8byphXgs7x/3UmCv1zNTXaupzPXA2tTV1fD8DQnLCgkdpjGhoTQnPyE6mqZyW63AicJDAHCcOBuIBryyH50uYmFFmrqaKg3zsNMFtG3+4F9sF69aYw2ZTHSD10GbLGvG0yQQ7BNY4OAa+2DnKyUxbXSXcI4cWbNmanwKnsFlwLBP00MWW0RZQtpRkyU9Zs2VLfgrtzdL40fvcIx62xvGjNT/lfe4RW6a/rmlugDkA/HIqOEZ/3TbPLWUcRTnJYQ1zAw+ckVXlORpZKrLMX9dih4LBQ2ygyiGuEQ/yp4JF/AU0dijAimdKTXFgBTiAhxNSqQvYQqp8SdhTXMmBnsSC6/FkXd7XfozBHjiLE4PAMnCGcrDxlH7i57Wep2yzVlsGLtk2yUmtfgp+NhX8QnAYvkraMnQBW0jZPvWkPU+1w1r9lDVbtuSn0AYtjR+9z613/GjNT3mfu/aP1sgxQ+lzA/jl1HiKC2LieS7mQSk/LnWi+biWPtcDZ0qtjJ1DauAuRcakjcEVXscznMiUEDyD8wAO/Fs0ycLEDHilQ+FEBphTToh60ZJDRuJdJBO5RXkk6Ie/RpQQTIL9gSv8Q2fQZs/ASLzUC7nF9ZTTZTktOeyTeMFPmz2jHHAx2CC5hS2XkLr6KWAht6XaMjCw3S7yM9b8VGzL0BUHf/BX2hPsGMFO4EDe1m/W4Kfga2jLbT4KvFmzZUt+KmXLpY0fvc9t9q6WbNman/I+9+ine2qbG6RsmeMptOm2eVSzNxj3Ts3zXA+cjWtLC9+GQSxXK7DTw8SjqaHEAx856MHku+m5hYKMVAATFAb5iBdOoynFDkUGVqCnRZOApnrHuk75iRXY2yZpLAeegY1BM1zX/suDdPTEgbyJ39iWS+I25oZ42/iVA5/4ee3cQt4+fgrtizop0ZbhR2XbAxbghx5Sie0cHCOVZMuQl/KTszY7RnlpyziXbR/HmpPkhnjb+C3ZT4EH73Pr7XP7+qnYlksaP8Z9Jttum6+Sfip+3vtcXV66ry2zz/I+N/2dN03sWupzYz/TxU/FtlzSeAp2Rvm7YEV5litlbuCBM03eRHyLgoYk81THLgc+JQ16oHYM4CU+edwUBGODROconW9TeU30YgWSxCiPmyaXLANdyYl7yhY0YcUvQJQdckvZcT2FV9pyadzKIBJsk9swqYMUXxzEwy6kflJlNXELWaS8xMi8SX7eL82W8csZJmOUX+a4Dr8bJ2t+irYM3CUN8sAd+USbJQ5eg53HwdGS/ZT3ua+e853qg9COyb0FPyVtubTxo/e5R23Z+9yjk3X4cOiD7Tjlw+P+eurzZeYG7Ku8z03/eDk1p3z/Mn5Kjh9LGk8B8zK2zLZaSp/rgTNat4KcjQWTMTh+DGpko4NxoYxMcuDDyV3TZE4+N/UxJiOUFxiBA5h5DVjR4cWTUqkjNrYSOkbJEzDgnFiIA3qIJ2m8J/XSNEiamlP5fsor7TXmFx2/TFJHxF0Ct3LyDQxMcQcidYEyHPgQK/ISuKXdgmPIC8yL/BTwEidtoxS85Am2iI497tyBB9dkkjoi7hJsWbZBYMA5sRBHyk9RR5LbpsCE1NPUx7Rb6YvQnmXgG5ikX5Y6ok5K4Nb73G62TE6lLZfgl9kG+/gpacvEizwed03dTuP3e5/rfa73uUc+9cF2C7/lfW7sKaY9X9ZPxWOuUriV/Umf8WNpfa4HzqZtV2vezoEPJtwyydU7MDA5iJOGinslDHqATcotJyVY3YGBHxtSPCGJHUp8X+pN0zHlhrwyQQ9tHR/1wFxyL+vRdkx5gU8mdCRNeGUng+dL4VbassSKY/BFXSCX/HHSzvvyXlyPpvNl/BTkJ07mpeClvHKgDp8lfwmM/S7bO58txZYpd18/RZsg3hIG8LBJyg3cMoFf6IB4JH81+Cnvc4+uII1tlZwzr9lPyb4LeGM/JtuEpmMpdywX+CJ3yCV/3ueuj9Wl8pz8eZ/b7KfYd1FXsR9TSazhPjfmo81PxXP+UrhddvxIG2YufXasNw3nHjjTwMJPZaAjTDWSuJHJgAQDEaUMegBXDnziD23HkxbohUlOWuRkhve15nQoWMkQpziYJCdxcqCn3ZlIXHSAKVuO8crBESerJXErbTnFkWy7aKO0d+CmnlLPSX1qOl7WT5VuyymOYN/kENwyIGHNT8mBXqrNa7JfKQttOeWX435I/qBVup+iD6IuYqze5x7ZBpdq89SZtpx+KCVzk58ChtLHjym8uEZ9eJ9rw5a9z9XmkdLyWO1z+/gp9M/0yyWNp6zMcz1wlm7bk1yVE0t0AnGSgwE50EdZPJt6Jq5Dy7ns5CB7nOKBvHQ6OIYz4SQ1flbjuZxY4jhO0AcdJQZ8nNgAI/Qjg0vxsxrP2TkCS0p2yb+0ZeCFfkriFrKSOzlIl7xI/mVHCN3IILh8Ruvxsn6qVFsmt7DTlF3KSank1pKfgq0isCSD/lrtV8rFgR78lAyMsQz4Bu+chEu/XJqfkj7X+9wwGy+xbdfQ5xJLXz8Fu4A9IC8leZ+7lqmmuYH3uWv1pPFMjg1xHCe0S7Zt6adQzvvcWFu6zlfxU+Bdznt1IUtLs6wtl+anPHCW5n+Sq3LlStPgB46Sg/hUQGISwZd8qQyupDoMGXXHL/wlJ+lAwV9qkAo+yW1qElcSfmnL6PRTeOWkNXW/JLwSS9NqOdo79FFyktxa8FOS21TAAVxyBRLaL9p6qcman4rxpgaq0t5T/VRJXNMHwU5TWLzPLYnNtbJa8lNALvF6n7v2o9ylzw0kt97nrv1DaqXPDaz1udKWa/dTMbepeV0N81wPnK0de4xyBuPCoBWDWDhBnDPJ1QupRiYNEw2yhITBOHACrxyso1HJX1JSkxbpdErAChmBA509uJSOA9cZGGsKJnFig7yEBHzAClywV0wymSR3KbywZepDPsfnNebAhGAR8MRtl9xRF7JdA4vsMDRiS8nUZMuW/BR4hG3TVuWqMupMBldKsWXICSxov3KiZc1PSe7AMfDHifx7nxtrRsd5k5+q0Zbhj1Ljx1r9lPe5R9qY97lrfY30297nrtWNhrO2uYHkrpY+F2MojhMwpuLqdHBhaW5QY58btycPnMUayXwOZ4KJNydhyGVQIR78oCHKBgjx2DhLGMSjEQGfxAv5gRNJNjKUkYE13C8p2ABM0kESMzAyycEP9BJ3+AjG4LkSAmcxd8QrJ+ExXqkL2XnGNk59acnjdkmssGWmuAzauQycor3iOVzXnhbZcoy1dj8FHqUfg11DB0w4pk3EbZplNOX0M5QZOTAxxe02xsTna/FTsS8DPiZwS+6l/+J9bTlkpLzk1/vcI995Kr3PXTR+rMlPxX2MtGW2ubiM97lHfuCpYW5Qky3DXtln0o69zz26kAC6KLnPleMl8ou+hvMaS34Kti71UXqfy75G5h44k9rIfCwH4GxczNsm4DA8DtgRWOIz6Fg0JxkYoczMpZOMJy2M1sPpQC94Bte0p1TQDLJLBwoM0qngPgY5sA3oC2VxLQ4gasMO24OcqX/AADxMMV7oCfwTawncQsYUVlyTg9S4g8R94Jc60M4teOtiyzFW8Fmzn4oH8vBNaLPQA/mFDrQnBnBT9twU9KadA2utfiruhzAJh66QAz9y4NecvM89GiDjpAV8sX3S5kvsc2F77DOJg7kcP9bip7zPPdaWYQMc8WJdggAAIABJREFUE4N773OP6ECzT4Zs3ucetWXZh9bQ58o5Of0xc/nDYtx2UabWuUEtfW6TX/HAWZNmMlyXg7e4waARyUlLqpGxMSKXgacMog5SJScc6NwhbzwZb3OgEiuel4PgQYQbuBLZAcSBoRRf0hYkVhzLQfDAYg5WHbnkwA34cUwsOJepaeAArNIO5DNajuVkFIN5nMtBPexcJuCR96kT5OBde+pjy9b8VDwpldziWPpwjTzDj1Jm2K0MDOF67Hus+SnwJ/0YdYVr4F578j73aB8Uj5FKt2UpP47leex7SvdT3uce/WER3Epb9j537Q+23ufq6pX6zg1K7nPRFjlewNgJWOK5jpy7WpobwCrjPorjKeTxWFOXFbdL44Gzdv2sdDduMDQaueJENjLZOfLF8j6fT5Vj+SlziRcOhPLKCQedKu7FHR7KoTHxOeSYCMjnp8Qn3y2x4jrlRsCESQ7+Uk4i1WFAP3CumhLkkYEwYCdHwMgkAy5wmHECj7iOjoaTdm1YITMwSZuj8wc3MnGSCl3E9oBy4JcBNPAvdSjrmfo4ln0ZW7bkp1KDH9i0Rn4hq2xj6DvoV3kdOQd/uMfrtEtrfgr4oSe0b+gF7T9uI9TN1LmUCzzRL0v/5X3uUZZKsWVILLmFTZLbruNHPMP+h89q9VPe5x67s2LR+NH7XO9zj3q2aY7gY+S4Bz6LvqbP3KCUPhf40Icwcc4DvwoMTJwzQBdSP7yPOuiba58blNTnkp9FuQfOFmloyftsOBz8YCCLRoTBuExobJy0xBNzlqNzwoCJ9fGehhzyofFLbFy+Cj3IJAcD6PhTCbrCPemgUuWmukZnKR0iOYz5kZOWJnmBE3jlZKep7BTXGUhhRwiMwIvrcWIwqcmW4/LazsEF2qmUn8GG2B5pByhP3WjDs0geYhjClq35KbQD+DnoDti1JfgTtFPpgzlYk3xDbjkJa7Jl91N6GPY+N8zHTTX2uUOOH7X7Ke9zl7dl73P1+GRI4n1uvXMDznswpuJ4j74rXsyCspgX4F/TPFeX5R4rzZBzA9Suffx4rAaar3jgrFk3S99Bo2KjkQ0Khih/LeQLGFyRk3XcQ+NjA2VZjTmdBzDjmAnYU5Mw6iZ2KFoDR8TDnIEkGTiC7HKCyrJyQspryMEr+NWeICeDghIf8Ka45cQ8tmXYRQn8Sr4kP6l2Czy0ZakL6CxVXiPXlmzZmp9iwBc2yn4EOdooz2mTsN+ULeN+Ce0WeCz5KWu2bMlPwZbZFi2MH73PPeJj5fiKflnqhteQw0bk+ETe03RszU95n3vEluV4mPZY+txAjpHkD4+w8VRb5HgEbVgmzA3i8Ze8r+XYUp/bV+ceOOursY7l+YuhjE43PcrOUQYbMFnBszDeEhpZn5VGDBRKh8Lodmrw0KS3qa5TVgxuUx2ElEs6W14Hn+AV/JYwKaV9Am+qgyAu5CwrbZn6At5Fz8u6pjgGN5ATWLvYIic4tANyi+ty0jMFli7vJDeQlxianqvBli35KbQ12qf0tU38sqy0A/ZjsBPtib4HOBb5GZYt1U+BC0u2bM1Psd2hL1o0/kvZcknjR+9zmz2r97lhtqIbPr3LeKxZk+Pc8T63Wc8pP0W/XsLcAMg4d0XfuyixLHAz0a9j/qc9kRu0PTkmTMldg59K4Wq65oGzJs2seL2PA40dCgc9MNhSHEqfRhY7FPlsCQ4FptF10hI7FBlYAb/4tUJ7gsyQFf8WDV5iW465XTQJ0KAL+avhogk49QKeY26BvYRkyZalPS4aDNTgpzhQ6zIBl7YMu+WzuF5CENian7Jmy5b8lLXxo/e56ZFCDeNHa36K/ab3uWttuoa5gVxBuWh8H48faRdd5lFrNTfdmaU+t4+WPXDWR1s9y7LhLHKg0qHEQbMSViRBLZi0ACecAnC3JeoFuGWnWsrqOmAjZ8DbNgGXA59SAyvAK51+WzCJegHHpXIrJy3A3ZbAP/6hQ4X98nxRp9pW59j3yJkFW7bmp6T/Ac9tibaLZ2R7X9QG2uoc+56Uu3Y/Zc2WLfkptBuOkyyMH73PTXtK6b9LHT9a81OSM+9zj9o1/XfJcwOgYTAJeVui/wZuOS4paTxFzizMDdq4jO954CzWyIDnXR0ojRMNkcEn5KUEzagy4ljUyOhQZKChpKAZ8HYdDEgbkHhLCqwAb9eBLW2AdgxbKI1b4JUdXdsEnMEGibc0bq3ZMm3Ugp+CLdPfwkbBdVOiLUs/VdIgD7is+SlLtmzNT8mxA3huSrSB0seP3ucey7C0AemXSxtj0Ea9z13Lsfe5ZXyKSLKGtkfe2tqhHHexfGnjKWt9ruS57dgDZ23aGeAeG09bdFp2KmhgJQbNoCrZyNocBHVCZ1JiYAV4JW9NwRU58CHeNmc7gMllq4ID27YJuNQJ8JbKrZyAA1NTIqfMS+VW8la7LVvzU9IHtdknbZh5mw9vag8arlvyU9Zs2ZKfQlviWMnC+NH73GO9p/Td9MttPvzYGnRcseanJG9tfJFT5t7n6rDXRVLAH4Mz+OemRN9dOrfW+twmPuV1D5xJbWQ47uJA5b7pUoNmVF2XRia/Z1FqYAV4uwwGUIaOE3lbJ0odas27DGyxSpJ4S+YWHHSZgPMvBZXOrTVbtuSnYMscxLVNwNFe2Xa1D+Bhr00BXmt+ypItW/NT1saP3ueuHf3VNH605Kdq7HPXWubaM2t9LuZxHCvBR6cS/nomy2gfT6Xk5zVrfS5xt+UeOGvTzkD3OCFpm7SgYeF+adszYxXJjr7JWaAMdILJHI41p0XyySBg00QOThYB0ZKDZuSIgaK2VWfACe4X6Y51TpWDL3R6TXLKICAGfamEZ6GTUv7IQwoDr1myZfC2aFCDMqX4KXLYlMsfZ5r8EOwd7Rp2oDmRl7YfmWryU4u4sGbLlvwUuK9p/AjfA3ttSrX1uU04ed2SLdfmp9rsGPzW1OfSXttyS30u9IDxB8aQbavO0L6b5g5tuhz7HuZCbfZsyU910b0HzrpoacUyGCxwktY0aVnxFaM8jsaFgAgcBZxBU0NDGeJtCiaNIvCKL+FEsikAiOqBj1jbyq0oSvbH0ckD76IkfwEvoUNI4YHdyo4AHWBTu+RKHZRpsvfUO7Rdow9qwgl5a7FlYIE9wz7bbLoWPwXegBW/cLb5W24vaPsBR5vdxvKgDTKQ0DZorcFPATvsF3y1tVuUq8WWY75T57X4Kdgy2i36GPDX1Hbpu2Hvi+wgpS8t12ijaL9tfWktfW4XvVuzZdoAbLnJ3rvobeoyXeYGkLGGPhdYGRRD221aYVVDn0ufzKAYcDfhhe/m3K+pzNR22uX9xNHml2vxU1300aWMB866aKmhDDqBNmOTj5XuQDFgozOhswD2VKqhkbFjBFbgbkulDwY4MAdO4F6USh7YxhNv2jLy1ECuhsEA+QVGDATaUum2DPuFX5K8IkiaSjX4KRkAJmZcS01MpR3guLTU1HZT7RbYSvZTkF/2QeC2jbMabBn4uvZBNfgpjgnZboG9yZZZFnmJiZMzYm0bN9fQ5/aZG1iy5Rr8lPTLi+YGpfe5Un62XeT4YTKVSu5zm8YXwJsaQ6I8+Md94C4xyfEj/FBq3Ehcpfsp4hgi98DZklqU+5fbBgGsXjqgJqfDstpyOZABVg7i2hyobGRtjVEbVsgTd4w4b0tyMJBysG3PargnAw1dJi7SHmDXJSV2FMCMdijbMY5TiYOBEict0u908VMl2zJk50AGvkn+a+K2ZD9FW5Y4edzENX037peU4kGt5K3J55bsp8ANf+Unp8jb/K3USYl9LnF26YNK9lPghn4K7RFtkdibbFn68dLGj9KWiRt4m3wUypfc58oxRRtG+l9rtly6n6INd/FT4LjUPhfzHvqlOAf2VB9Tcp9LuwQ2BPp5Tuw4j5P8QQDtuKTUl6uS/dTQvHjgbEmNxoPaLh0kHWhp0WnKzcknHCavwXGkkmxkTWVSz019rW/QjPLSyTZ1KCynLQeX7BiYdxkQlDiwlTYpOzly12SnfTsYLRzLyVYX/0S5qY/SbJk2CTsGXsgvbZr4ZC5tool/WV7LsZSbwRTYKf0ydRAPbqVNoHwJCRjAJ7kkXmIFz02JNoGypSUGRoFB2jLxx3ikTZRky8Ahgw3gGXgX/WBVqp+i3HL1L8eT4Lop0d7byjQ9O/V1+h3gJP4mHwVZS+1zITu5pL/q0vdSJ7D72GdPzV3b+yl3H1su1U8tOzeg7cMeSulzwTn7TtgkMOBfl36Iz5XU50qblBzhWGKGvcuEtsr78T1ZTuMx/VQsNzABt9QD5Wd7B+aS/BTlHyr3wNmSmmRjkQP6RR1kiQ4UjYcDAKkqDMxxHZjYyOKGVFojg/Mkr8jlwB3YgBmdAv4xiEidSMerddICGeNfq8lvPKCN8RMnc9RDu4ANaEzAJjkkVsgtbZUTVNgr+QWHsgzbeSmDAclP7JdgB8QK3mObKMGWY3sDz7E9gj9ONnEP/KdSaX4KGOh/wa1MwExbBWbYc5yok9S9uOwU58AgfYrEI6+z3QKnvC5llu2gqYwsr+mY/gr45aRN4kVblalEW4b8HMRLrhf1QSX6KWAFf/gn/RG5Bn/gGucxt7Df1LOS/6mPIbfscykPuQKnSLRT4AHnaPNoz/JZ2kIpfS6xAiNxkS9iZJk4p35QXuv4MZYZ58TX15bJP3QF7rUn8ENekUs7hfzgjGPHeG4AbKX1udIeJbfSB4HDVCqhz439FM5py7E9xj/qxOMIOQ6B3kpJtEnpb8Ad7Rz6QBlp69Iu5HOlYB5KTg+cLaFJGg87Q3bwMDReS1WLBkmj1DppieWWDkU6DMhPR8Mc2GQZ+WwJjQz8SC6JBY6DToZYkccdB3UCPcTON9br2OewWcgVywZegIVYOaDBNZSVTjOWmTpBri2x85btDFjIH3gGdvwDTl6XuWzL0A/vUVfaMEt5gJW4JI+QndeJB3mMSbMtS5w8ph1LvnFP8oYyqVSanwIG4gWXsa+RPgzcxrj5LO4Bu7ZE+SkbfVJso+yHgSPmXWLS7KeknKljtlVglW2avOK+7IdKtGXgJkewZfINjMDX1geV5qeAFbjwT/Im2yTvI8ekjAm6oT202TvLj52n+lwpQ1O7Bk7iQs4kfXfc9llGW06fxLEDMQMjrzXJbMmWS/NTaHuSS9ojfBN9l2y3sm2Db9m+2a812cEU14mNsnG+gOtxIt42H8QyyLWllJ9qs0fZLumr5JiLbR73Yt61YZfykHP2MVIH0pbjPljqQ+pB1l37sQfOlmCYToUTktipwiCbDEq7A43VARwc1MjG1HZM54u6SmtkMZfgqw0/O1BglY6HthHrc6pzKZuUGXjxaz9smqlt4iInMaiHdiDrZD1T5rKdSWy0R8otc7Rb3Genj3vy10Ne1zgYSOlaTrRhw1InEjePpZ6kvWiz5RRWttuUHRJfGw7aBfSEurQn2fbkYI3XYcscGMWYgI8+Dbg1JSmbxCVtU8pLjOC4qQx1gjIp+5D1aTvmSizKLds07Ro6kKk0W4bswCBtsa0PklhL81OQnfyQv0W59FvShwO7piRlS7VFrsyQeCTP0IPsb4GttD4XuNnXQn72S+QYdt7Uv1izZbaDuH/SZNNSlphL2DH7UfIrc/ps2gHLSj8n65/quKnPRV+T8jHsk2IcCEhxfqC5z23yU/Q14BBlgJ3+CfeAjfzGforlcD/l+6bitu29lBl2CZmJH9eBnTwDk+S6RD/Vpodl7nngbBmthTAzNNkBxk5VdpAYMNCJSicFwywhSSdIx8HGBGeJhgRHwntoeEyykcXOhmW05TGXwAU+6RClPnBdJjkYkNc1HFM2OMhFiU4V2OFY0WkQN3+hQB10ttKxLqp7jPuynUl7xHWccxBD+eVgHmV4XeIifugEdl1CAm/EKtsnMCJJniWvuEd7wfMlJ7RRYJccUy/gFKlEP0VcwAZ7JV84h1+GvyLnxEke5eARutCUpGz0uU3yyTYp+Y3Lp9pzXEbjOftV6cMkZvAb96sl2jL8Ucy19E3sg8AR8EtfRbsvxU/R97BtMoeNAhv4Q/ul38Z1JuiJ17WNH6Vs0l4pOzABq+xTJce4B5/GvolcUz+l9LmwY4kBx9JXS4xybgC8lmy5VD8luaTN0ndJ34xyMsl+reQ+lzhkOyZu+CbqQmuf2+SnpD3S5zCn72EwSWIHx8DMsm3jEGkPUx9LmZu4Il5gI6+QuzQ/NbSuPXDWolE0sHhQ2lI8+euSHBjwWToeOBtNCc4cg5tUQqOBLiA7McXyszHFAzpch0PV2FnAYUA2DGCaBjtyoEPdyM6T15DT+aYGjrLcFMccuMIJxtyl5CHPKM/BOo7lpAX1aOQWeCAn5MU/6fQlVmJkx8h7tGWJFfdgLxq5RduU9kscyOVELZYdz1BHwCyTVlsGHnboaIcxdxIDjsklBzRSH7BdJq1+Cu2W/ga4acvAwQEPOUQuOeZzxE6s4B3Ycb/Jblh27FzapMSSkoM4gBu6aEpa/RQ4bOpzgQVcS2zSdiXnsT/Xasuww6Y+N8Ud+CdO2Cue5znbvVY/BduE/JAbmOVYEvfAGfAQU2zrvC59FHTE6zHnKf2NfW1Rn0vuqBue00fjHMcyQXexbuT9qY7b+txYJuClLwZGHEvbZnmtttzmp1axZa1+qqnPBU+Sy1T/KXkmr3yuhj6X/oftFH6I7VjqA9eBF7ajLTX5KbQ/yEw8OJb9c4xd4kJ7lvjlvSmP2/wU8RBv3KfQH+E+jpl4XaNfpow5cw+cNWhXOsc+xiGfozEilwaJMrIxNogw6mU5IJeypoTgIEeWAyYMcGKseB51a3KeTRzB6cmEcuAeeZyoA3Ye8r7Ui7yu4ZgcIe+SgF/acaotcCLfpb4xy3DSCflTckMW8igDZOwU8FyMLT4fE0/Tu8hRW6eN9icxyrrILzrROGmzZchDeWXe5k/JMfBJPxcP6rT5KXBBbiVWyE07pI/CNfAf6wHX8GyKW5RN+bbYBqY4l7iJtUkOWTbGL59ZVI8sO8axtMW2dkafjTLgGXyCV/gpnsf9kDZbhp3RFqUt49qiJPnls7gmU5v+ZLmxjiW3lBl5ygdz8hJj4o8D8XXoss3Ox8KYeg/aGPHGcqM8MUlbIHcoj2d5zvq1tVvIRVmBo6sPbWoDMd74nHqYKpe2vEi2vraszU9JbmnHyGWfizLgEjaQ4p7jjdgn47ka+lxyDHywB+op1RY0tl3w0OanwClw4V/ML/1XyrehbFwe75oydfFTxEQ7R5tkgr2S3xjbIl/AOmrMPXDWwKo0GBhOqqE0PDprPBzQ4tkSDExG4BfJzI6BjhINio0P17QnykqHIPPUBDPGIwMrJXAr5Ye8xNtFdlm+TxuQ75zymB0HMKc6cWkLaAOyHXSxhSmx4d1oe+QTOdtkV7k4CGrST9d6xiiHDl1ilcfwt3HHTpnor8A1/TJyOUBgWU05fimUGOVxalAeyy71pR1rLHvbwDYuK/0xOC4lSV8Dbpv8cVxOtnHwCsxNtq9FF9LPSjvGcRc/yzaM8tr7IXDBYGeMFeewV5nog6VPktdS/ZZ8XttxW58b+7TY5kvwU6v0uXiWfRBsIcavjUvIE/ufNpml3ZJLeU27Lcf2Kdtvlz5X9kVtetLIc9c+V/JJ/cg+SSO2lExtfipVHnwSb+zDU+WnvtbVT6Ec+CM2+Ce0efBMX4VzT0c14IGzo7pYcxR3FjCqrgM22SBLcZ6y4bABNclOx8lyzOXAb40yFZ3Ijg2DeZzLQf2ilVjoWOlMunSkiqDPReGgfpH8sqPoavvzlyg5kIMB2G2cpD3QjpGXgjcO8EP2LoMYdJbSx6V0E+tq6nNOntH+YJv4x7YI3E3+is+R3xL8lJxggU/wHPvdtkkI7Jq6gX8rMbEfBQ7ooy119WltdYx9r2ufiwkouezStsfGseh90scu0+eW1g/JdopjtF3Jddy3SP3QRzFv8mmLdD7l/UV9Ltt1idig12X7XDxL7G391ZTcpd4tbXeRXZZsy6v2uTXMDWifbX2u9G+whxL7JNj5Ij/FthCPlUsJIvX1U+SebZx5qfySvxy5B85++rHZeGDOyRY6dw5aYUgwrrYknYrGgQFwpuQCNuDEPTYY5KmyqCPuTHHOX5ja9DP2PXTkUi46hzhoxIkXMKcmpKhDlinZmUiOoZ+mxDawyOabntdynZw3DQbQwZBb5DjXmGJbhoz0N8hlm2yzT/Dfx6dNoYvYT8lBjrRZactNdkr+6eOkP5gCW+qdwCftjrhim5VYUCaVZJk2O0g9q+ma5Bz23ZZo/3E/3vbMWPdiW+Z7aY/kGuf4l+IVNougk0Z8xMM89lO0x759LupDXdQL6tGYwJfkhX2JtFlpy7gfJ+qIWNHupT+Iy2s/J57Yf1FujT6Yssk8tmXcA6/giT6HnC3ytXwO5VNtXL53iuMh/BTkJvfUi1ZbHqrPrWluIP2U9F/SHoGX3C6yefmcxmPaapOfgszyB2atQbOh/JScC4Fj4JV9m0YOp5DJfOCMjSJ2EjAaDnDgKNCw6CzQ2JoSnajGjhEyw9EBBxoaEwenxAXZiRV5ExZch96a7rP+qXI4AcgvB+zkOx6USsxSN1J26Ad2ENuKLFPKMe1Z6iaWvWkgFZfTfi47+lK5S9ky9M7gJgY84IvtG3bfNKhhOc1BQuJgWwQ+2Cyux4kT1SZbpv/G8zjWlogN8nGQQr7jgVqXgS19WQ2DHq4GlrpJ8Ue9pe5NfS22ZcizbJ87NZZF76fdyra4Sp8LXlEXxyaL3j/2fWKT/Qr5jm0SGDiuSskJm0A9WLkSP5sqP+U1+KG25H3usdqBTtBXaR0v027Z5wLBsn5Kuy0P3eeWMjeAX5H8HmulR79D2NbnwoaBWbufQptr81Vd/RR88iK9pXQ5xrVUn4v3LjM3GEPeGt5hPnBG42KQjKTCMcjBEBoYHAkHPnIgB+fR1jhZ59Q55CQGKT/kwgAQDZCJky/ilZ09sGp3mMAB/ii/5AdOME7SgUoHCZyp8vHzWs6BE1zCrtvklrqReLXg6CoH7BKTa9gzOGxKbOdtg4GmZzVcl3xJWwZm4GeCvXIADNvHsWyrbTpiHVPnkDflpyB7ylYZXAHHMsGfEa9mnwVM9FPSz0J+yTWxUTeyf8I9tHfJNctrzOmnwJ3EHMsqdRPjjctqPG+yZcjqfe7RlQuyXUNnbX2XJp7Zr8jxI+RP2TQwsZ1LDPBRcuwl72k8Rl8LHCmMUl7qxvvc5nGJ1NeUx9b8lOxXpB3X3OeCY44N2/yN1E2JfS7bEfwqfA/+pcZRLOd+6ogmOFamXjxv1oD5wJl0EtKBplTGhsjBDwYQdEaLGmeqvimuNU3AU7JAH8TKgRJ1AAesPbUNBlKyEysH8eQW1zHJ0Z7AF+yQOJDHgRNikLqJAw4sozmH/OzwJN6mNizbeYmDAclXHPSOeZJ2K22AE562QVNc11TnffwUy0o7pu8qxS/TluUEvEn3LCvtmNyW4JdTfqrNpokXXMK2S0u0T7TFtgE8cNFu6dNw7n2uXsZlvwKu2pIsy3LkFnyX4JcxDqJtIm/DLPFKX0Xs2nPvc5sZKt1PARn7FQt9bjwmXORrqJtS+1zpVxeNAd1PHfkLsaX0Qc1eabw75gNnUDWj8F0cqGyQMDQ0SuaLBsXj0dr8JjhQyIt/bZMV1hB3kMRbwgQNGORAbxE/1AscadzRtA0Qqaspc+n8iYN5U9Cvz4RuSmypd7NjJ0bmbZ0kn+nSzlPvnPpaH1uO7ZftFnpaNGiaGife38dP0Y7BL5L0WU2BYw0YpQzghDa8yNfQjjkZZdAMz3fx6fK9Yx+3+SncSyX5zCLdpJ6f+lofW4as0n7BKduu97lTM5l+f9fxo7Rj1CTHkuAY59oTfZTM29okfZX3uUd3c2jl2JqfstLnxmPBtvZK25S+qkt5PqchX8avup86EhMoYW6gwcY8cBYNVLs4CdkwObAtYdBDg5MTrUXBJDwDnciBUimTUcgOfJR90aSS5eA8OBjGtS42Qd1OlWNgClkxAEeAhR0BMaHzjBOucVK2SDfxs1OeS3sETuAlDuBtChSWPBiAvvvYMsrHA6ZSbJm21dVPycCZtI2S/BQwsw0vmmSybQO31FEJbZgYsUUT7ZHcwTYZCCT/MifmRbqRz2g6ljx5n3uUGfZPJfa5RCF9TttYQfY/cgxZStAMeLktPu5zm3BLzE1lqEeNufe57axI20db9j63XV9j343HgH3aYIl97rJ+1f1UGfPcsdtP0/s8cPZTzXBA32VgLp1RSYMeGkHfwYB0RqV1jMDcddLCQbwMwvTpaKjfsXP5y5kM4LLjA66mXxIwACbuLhO6sbGl3segJgbxTLLjw/2mxGe7tPOmOqa83tWWKaMsX4ItU27kXf0Ugy+y3Zbop+QkpI0rtmuJFzxrT/RTcftkmwSPwI0c7VkmPgtf1aYb+Yym4662TJm9z6Umysi7jB9lH8W2i1z22drR8jtt8DfSRmW7jNsn27f3udrZ7d7nEom0Ae9zqRU9OQPdaJ/xD1M4px9C24zbbYl9LvEArxxDYM4ux8Kw1djvup/SY7faJfHA2U8ZgtNAY4sbXExg6UEz4qETgaMBpqZUescIXHLSEnceEjf5Zx53JLKspmM5mJVyyYF6E26pmxIm38DHzhGyy8SAAvhrSrKdl8KvxCL5auKU5dnGoY8SsQIHMbT5KeiBbRZ5iQN4csYJOGy5KUk7B95S2i39VGyLMR5y+f+3dz4t0zVbeT/fxU+QLxAcBARHGYlDZyI4MQMnIRIHGUjO1IOjwBmoAZFkdHAkHAwSiGAGImI0wcFBHRglGhXUPOH3Hn7nuZ56q3bv7rvvu/fuvgr6rdr1Z/251qpVtVf3/bzjL0fF5uwv4Fu+jM175q48/7j9ea7kC1s5vyxAAAAgAElEQVRKnOcxPo4fjC9vOf+Ibc8fZKekr6KTezn3bmIz7v0j6jjKpM7o1zP3Mzpp+565n3E5UittZLzJd1jPWutxf57tzM1Yo08mBupJLR7aK9eOODjnyPWrxalH2qKJs0DfILH10uLlZ9x0QeYUzb2bzJdSg9AplJsIuecFPL+dOVvg5KI6u7B7UIwXPg4Ti9gwF784ekH2WbJAX0WPLFwUUi/3+TO/gKMzMQoszubLabs9cQp/0M/PHqfy8jbbz2BjAgqdZ/sg8TtamziVX9R4nmq/sc44ldic0af3+DL2Mo6d3Zc9V4hDafP0yTOfuakHbc+VrfujMfnM90f1dG9Sq5f7d9yfrumZO3rN8Z5fLU7lufKMZ27uT/Yp54r7lFiVz4xnrE5sxj19PM/9vkQpM7oZm6jR11gEBmOsdqxx6qjWPYZcTZyFHfKFZBVAmc6Yl4ZYfrqml9YxWI6KEIgymI7jZ3jGXh4WYxJJ+dERTFZ/1ui8M9UcDOidOnuw+NK996J0dL3zJVxZsamHp3tW/cFla59L42j1Hl9GZuz6DL68J05hU/z57HEKu3nRGy916YckoHJP59hZ2vixumJjnvnkRX7U0YvtFjZH1n+PLyN/z9wjW3Eu2577I/6tr8+pHL/XhCj6WvRr71j4b5ajn7mclVsFu6nbGJNy3VnO3Ev6as9neDe4pCv28xzaOlfOfObiv+qIH9Omz6K9GRv37hnP3Iw36MSdwrshtToxlv6R6474boDNUl7tZ/1scUq9jla/TOIsg8TKCGwog8tWAF2tP0o/G8sgsSVTJhq2LgNbNI4wtse2yIlNPTT24HME3d4qgzpr3zwYOEwsXIbzcLH/THX6M3Jj43wJzyQSB6eJwyPpiH24xCDbll9rV+LVWX0ZuXn5Qpfxl0hpk7SrfpzjZ2mjB3bFvumLo/zoSJziw5pnLfg3/jvuwy17sz/GS/8R8OHMxYexLTKuypZuqzVH7NeXsd2Wjz5bnCJereIt/c9wf7zkb8QuYhO+TsEHjFfqz/O4D4565ir/KO+Iw7P4MneiSzH0WeIUNsUXxzNmtO0rnLmetzPbp70zIQ5OYDhbM2J4tGdtP3uvSXuP9+yjxqm031by7Bni1NF8aZTnJRJnew9GwMkNtXUhHIE8yrObaxYsZjKefZMZHC8djOiehwN2foWifdFXrLhIjP7BpX/1QnAWnNK+6IKOXujRPcvWwZPzPqqNvNpKmalHuZUndT2jLxOn8ls/dN26nIkNc87opyRV0q60VzEL/dCTOej9zGW2D30xR/9ZgnG25pEYsUe1lzZe2RY5n9GXXylOjWdn+t7Z74+py6pNfEo/t40PeP+c7d2j7Vv0G+Pyyo+Ze/YzFx3yTrR13jL37HEqzxH8cSsmv8qZy/7kM5bEajZ+xL076jB7Rq/ZfdF9zx4YyxF1zbiKzFsyPkOcGm1ytOenT5ylExE8tw5GjJMBdCvQHs2QyuNhh65bFzznJz6XsHHNkWr09LPHXuLDS/srFPXNC9MevzgjNunLqe8Z/Fo76cvWW4eka87myxlj1dMau81K2vYM9kwd8mVaPa1niSHW5pqtS1LyeYY2vmFCdeULR9Iz/VKbWjM2K7nmWXyZODV7QUH/Z4xTqy8rMrbtuY/M/OMMfdpUX08/5iVvFdeOppvyZ526jPKq99nOXPTIuKO+7NtZomScv4XJiNFRnrWVulJv7cmeuc//RR2+ib/rE6s4fhQfVl72KTJv7deUWd8/Y5xKPY7afvrEWQZDN8ulQyDXnO2lRR2t9yRJzrrJZheBrYORTZhrLvnBUTftNXJp22v84Rr6R5qbtlXfM9gYGZUXe/FtmAcl/TzPSup7Bj3VgT2qvrTzmf7VS5e+fKbLAOeHuiI3Zwu1favk0Ku8gOsT1Piwfr/3gpjrH9HWlvzZGvsx7w60V+Xsvoxu6Ive+jLPs3L2OMUeJSalf2K/VUkfONv9caXT2J+/gDjT2TPqof+OZ+5Kp7P6snobX9NHt2LtGeOUuvInh8QmbMweNk6t3hF65m7/kklcz1pj3/T71d3rSPplnN3ap6PMZ49Toz5He376xJmBf3w5Wx2MGIgNdinIHs2QyONmISDkQUEbnVaFS6H6buGyWv+ofoMgB6MXAvRYHYzKKTZnegFX9mtrf5IMLpf84FraR5uf+xZ9z+LL+iN+bHEvazf7x9q1Z/HltFH+WxruZfRdJQrPGKfcf9jHGEyd8cr+0bauBZNnfQFXZ/1Yf1/9CsL5R6j1R2TPoi74NDGImv2cxbXoe5Y4pT/m/sz9jE7safQd/VVMzhan2KepixgQq9FXG6dtE5NLd5Fcd7Y2exQMzlxMrmCnfEnNfTnuz7P5ctoHv1U39KLNx5dyfDdtSts5Iw5J94ht7Insnr3ajT73Jfrl+ev+Zk7u+yPq91aZ9AUxOsOZ+xad885FXiDt/ha677k2Zc47BLLjw9iOD7492k9/P8uZ+5443pv20yfOcDw+lDwocLatgyCd8iwB1EsANRvLjePG2goUbC7mnWmTGfgJGHwyyHgwzjZM+sGWD8zWnq1PPzjLQfFWfLEnfnAmu+q3Y5wx6c++XJWz+TL7dBZn8FNxQO9VOVucMkaN/sgLNzjwyQtR6o0/OGcrnuWas7bRFaw8u86gh+ftaNvct9qPOhNO6HdWXx7jVOqY7XwBP2ucGvdd7tvUlbtWljPeH1P+V2kbYzl7KOM90r2ce/dsvpy2VHZiLcVnfBkMfGfIvXu2OJX6Kjt29S7svtW2uXf1B+aMez/pPkMbPPADYhrtZy/4ADbH589Scn/ip9hpjFH6M/uXMUuuPZPOyn/k+ukTZwQ/DwkMkc6Ew60c6owB1A3l5hkPCjfezCETlxUms3WP7ENOLzzIof4Gkq2DzwOVuqUIPBIB/Hbmq/mSlvKxr/Pl9Wy+zL4l6TAWL7LUWdDVi93Z4hRyc/4ov3rlLwrHxJnxm7n4hfEsbS6d1o9FgBfqtG3aVbtlnbY9oy9nAgHkM0alnrTzbGbuGeNU7k3sjE6jnj5nTDvj/fGxO+lx3PVL9yb1aGf2ahbXUJ+p6Je5NzMOuW/FAt1yfMTh6Lp7fro32cMmB923493LNYz3zD26hZ9fvtx/+K6xiZq7srEIfx3vzo6dLU4d3apPnzibGSAdEWfzMCBgZnIpA+iMzhn6xoNC/bwcqDu6uMnGzXcGPZVRvcZDET0JNF4I0gfyciyd1kXg0QjkS7iyuJ+f0Zd9Cc/44342boHDM8Qp9DBGZfzxzDEu+6LDXPBpOS4C+iq2IlnKMx98V1uPNjyzL+cZil74Kr9U8WKPzunbOT/7j2vRz5IZd9EJe6In+rpf6c+4xcoc+0ypraMhoJ1MriAf+9c9S208VvYz+7Ixh9hEwbftQ9e8W6iv46OPO37UWjvljyewc9oW+2fpmZtotH0EBPRj/Tbvw+P+xX8tue5sZ646HLF+ycQZhkiHwhk5EHRKDxQDKHPPXPLSh45sOi+3eaCg5+zQPJvu2E/9Rtvm5YjLwHhonk3Xyvu8CHDQGZPQctzH459TnN2Xx8RZ7mP2sxeCZ4lT2tYLjS9w9Ocve+jPi9Lzevy5NdNfx32Y+3hMnJ3Zl5EdX6XO4j5mTN92/KxnrrF3tg/dx2NS4Vnuj9ruWWvOUWzoXTjjcN4jRz8/qy9ztqAvd2H9mufUlbbvQdj9rHEK/dRNPXi2z/YYs3vmPutuP69enrezMyjP3Ny3aHvWOHVkS71s4gyj6IgGT+rxcPRl7chG3CNbHpDqO9uAz6KvLzHqSj0ejs+i6x77d875EMgX7nH/PmOc8vDnBTT373iJx5LPsHeNTdg5X9bGOIXt+bQcH4GZX/pijr0z2a02szWOHb2eye6LOfqOfjubf3QdlW+2D+lzH2ey2zVn1lcdnr1OG2Yc5ozNc2jcu2e1rfGI+z8f/Ncz1ncinkf9xuez+IU6pm1pY3fHxr072+tn0bdyPi8C7F18cyyeuezbsZx13456HOn5pRNnGCJ/aTa+jB7JUPeQJV/EOTBmG/AefI5CwxdxLgbjy+hRZKwcRWCFwLhffUF71jjlfuUbMi4AeaFfYXTmfu3p5b1x6szWnMvOGYs/Y1vs/OyFRIN+Pb6MPqPu/knfLNHwjPo+q075HoD/5hmLT49Js7Pj4B6lxnfR0YKu+Wz/WWvvFeqc7wLE5/wrlLPqWLlfF4E8c/H1lvdH4KUTZ/kNRB6U7w/7x3Ngc/ky+gpJM+w5Oyg/HvlyLAK3IZCJM335mePUeMEdL/S3oXjcVdrUOi/0x5W6ku1FgL3qmfvsvswLaO7fZ79jEJsz4f3McXmvv595Xt6PX8GW6Mi58+xxCZ8kNrlXe8aeeZdW9kRgdubmeNvvh8DLJs78uTKHxysclB4cz36hZasQUPoy+n5Bo5Q/BoH041eIUxmTX+FCb0zGtr3Qf8ye+iguaVvaz/QLjhHDMU7xKyz6nrX4ZzHsW+LUs/0a6Vntdkkv9ugr2RJdnzkupb2JR/1lWSLS9tkR4OzxPZdfzD7zmXs0W71s4gxD8A3pKyTN0JUDkpezV9lcXApe4U9FjhZQKs99ESA+cUC+SpwiRvGnba9woUdHbNs4dd89cwRq/LsiJJD8B7iPINN7ysAvsND3FeIUdyj2LJ/++zHv6VWlXQSKQBEoAjMEuD+SMHuFM3em/yP7Xjpx9kjgy7sIFIEiUASKQBEoAkWgCBSBIlAEikARKAJF4NgINHF2bPtUuiJQBIpAESgCRaAIFIEiUASKQBEoAkWgCBSBByHQxNmDgC/bIlAEikARKAJFoAgUgSJQBIpAESgCRaAIFIFjI9DE2bHtU+mKQBEoAkWgCBSBIlAEikARKAJFoAgUgSJQBB6EQBNnDwK+bItAESgCRaAIFIEiUASKQBEoAkWgCBSBIlAEjo1AE2fHtk+lKwJFoAgUgSJQBIpAESgCRaAIFIEiUASKQBF4EAJNnD0I+LItAkWgCBSBIlAEikARKAJFoAgUgSJQBIpAETg2Ak2cHds+la4IFIEiUASKQBEoAkWgCBSBIlAEikARKAJF4EEINHH2IODLtggUgSJQBIpAESgCRaAIFIEiUASKQBEoAkXg2Ag0cXZs+1S6IlAEikARKAJFoAgUgSJQBIpAESgCRaAIFIEHIdDE2YOAL9siUASKQBEoAkWgCBSBIlAEikARKAJFoAgUgWMj0MTZse1T6YpAESgCRaAIFIEiUASKQBEoAkWgCBSBIlAEHoRAE2cPAr5si0ARKAJFoAgUgSJQBIpAESgCRaAIFIEiUASOjUATZ8e2T6UrAkWgCBSBIlAEikARKAJFoAgUgSJQBIpAEXgQAk2cPQj4si0CRaAIFIEiUASKQBEoAkWgCBSBIlAEikARODYCTZwd2z6VrggUgSJQBIpAESgCRaAIFIEiUASeBIE///M///SjP/qjn372Z3/2STSqGtci8O1vf/vTD//wD3/67ne/e+3Szn8QAk2cPQj4sn1tBDgoCZa/8zu/c0ogvvWtb+0O9mfXdWaga/SfrW/f+yHwEf52C4/6zPvZvJQ/HgHOLs4w9sJbCi8Mf/iHf/gWEhfXfgSPi0J0wiYC9/KnTSYdLAIHQsCkya/92q+9WarV/ln1v5lhCdwFAc4+ztGf/umfvgu9Enl/BJo4e3+M35XDH33vbz59+zf+5NNPfvN3P/3Lf/1fP/3cf/j9T9/6z//z05/9xd+/mS/fhIybee8G90Cg3irQg8+rFXBF97N+y3BNEuDsus588xr9Z+s/os89iKyroh6X9ulq/RH7P8LfbuEh1nv3/He+852v4i9xgs+P/diPfYIG31K3nBOBf/zTP/j0t7/5S5/+6hd//NP//nf//NNf/8rPfPq/3/n3n/7pL7/3ZoXc7+lf1/ocQvCi9fM///Nf+Zu+9xM/8RNf9SVt2oyzF24tyvyed4CP4HGN/uh6SV/t9kxx+RJG9/CnSzxeeRyfY7+2HAcBzvRLsQBpjWHYL2NwarLaP6v+XJtt/cTYT00fX5CseOf6tq9HwC9i3/sLpOsl64oZAk2czVA5Sd+vf/d7XyXL/sW/+i+fZh8SarcWv6X45je/+QMSs74fDA4NL37UW8XgvDXnGcduefE+Eg7ad89BenZdZ7hfo/9s/Uf0KePWHtwz5yNkvSePj/C3W3iI9Z4941ziI0kL+HmhfesvfO6JdWntR+DvfvuXv0qW/cW/+WefZh8Sam8pXr4zsTrr2+LBLx88k/E3/C59jzHLtS9krsua5LA+nv33bH8Ej2vkFd+tNe5/6lcp9/CnV8DKPc19/Jqyx++uode5b0PA9ym+pLhUuANov9X5v9o/q/4VT/kY+8f4f49fx614v2q/5+4rfVFyZls3cXZS65E0myXLxj7m3VIMtnlxs2/P5t578TNI3yLjmddwGKE7mJ6xaN898p9d15l9rtF/tv4j+pSRelX2zFmtPWr/R/jbLTzE+tKeIfFhXBxfjoi9q4vzUe1RuT59Imk2S5aNfcy7teiTuZ4+EmB7ipd3fG92xuO36Xs8MxceLfsRcG9vrTBWbMXurfVnHKs/7bOa+/zSOTJS2+N345o+vx8C/CgBm1xKRPmnfCTY/PIsvxxRwtX+WfW7bqxXfgJ/xpBhxn+k0+f9CHjnI0HacnwEmjg7vo2+JiF/nsmfZY5JstUz8/cWXtS4rHk4Eyx5HvtmF+vkwXyCLPVWWQXprTXPMCa+115+jqK79t0j/9l1nWF+jf6z9R/Rp4xbe3DPnI+Q9Z48PsLfbuEh1pf2zLUX3XtiV1r3R4A/z+TPMsck2eqZ+dcUzmJ9yz/n5XnsG5OwyYOLuy9ll85219VPReK6es+dR9tRv0qpP+2z9C1nD5T3+N0+CTrrHgj4K7JLf55ngo1fzpq8miXbVvtn1b/SYctPOF8Yh2bLfRHQH5qUvC+u70GtibP3QPWdafJvmK2SZLN+/t2zvYVLs4HzUr1Fc+/FTx4jLX+OTj+HhAGbyz0HySy40MfB4lxoQ2f2wpD00dk11HlZpZ1jHF6zAj1kozDHIIgMyDQejluXH/RIvtCAHn2pN/2rb3+YxxiyZ7kGI9aBnVjBD7k5NJGF5z0HaOqa2CAf2KROKSt2dy28tM04X52gxzzlHDGHtnO1KXNXPnIv/eW7x6bMFW/ae32fuWPRRtSrsjUHrPbKDH1tNdtv8kl/0Rb3tptywGv0t63YcYuuqY8Yv3XPQBO/BBcwulTUdy/u6V9eyuFlbNvijTzMzbiiHS/tqWvpXtL7LOP8G2arJNmsn3/37JqS+weMVx/8e1WIM6xLu67m2q+f4n9jIfbOzuJxv+Cz8MUns9iPzNDSZ52rr1Pn2Ow8kVbysE/6rBM3ztpRTmXT11eYb2EsDfn4PKuhw7ykd6vM0GdvGyegi52TtjKMPBJb2oxTqHNsC3fuVyNu8Mfnsmz5E/MYT57YgOfRVjPsko/j8L+nvsnjVry3/FC59Z+sRwxSFtvO95l61H+Lv+vyTF35krbEPrPCuowbKQdtz5KcA51r4wqYuUb9t/Y3PPCLvL/THn2VeXttPNOfPuTBhy8VsHAePFmHTGMR8xGzVf+43mdx8jlrY4j+ttdu0GDNnv3L3DFeKJM1drXskUEf0K+gM4sdSeut547y7dkvzBUb5rccG4Emzo5tn6l0JMJmCbJVH79Ou7YYIHPdrC/Hs+0hnwEux20bCH22lpcHOQHPPoOec6kJcl5mCUDwZa19BnrXSCvp52HJC6XP1LbhPQtsM3r0yR/5OQwszh/lSj1Yyzznwhs5pGOgnR3q9DEf/SxJew9GHCIpf+ojHqP88spa+V2jLZO2OrlO3ViDLfl46EEvi3TRlXnabpTtUfon30s2RS/xSt+0b+b7iUW2wYL51KuymnOtzNBXxhF3xuSTY+9lN+WQvv4GFjP87qnrvfaMvo4OyLdV1Dexdf4Md+frX/CAn37i3pvFFb9YMa4kdpdiyhbdWbxSh7PXJMJmCbJVH79Ou7Zg+3Gvz/pWdLUNsXNvkT7+lIV+4hwfY7K+hoyMW7ZouFc9J+Bjm1pfpJ1j+HOWGQ/70Fua0HDfwZu9nIUzyrnqxRrm0s/+Sd1ybbaZz2eruG/dk8y9RWbWmRxHN9rQNDYif5YVD/Wmvhb3EWN5gwG0LPIeZWJcHVjD+tFWGat8+UXfWdHGxC55jjLeoq+8lPUteCsj+uqHyIrtHNMH6bt0RiAbtPhkWekvj+TPOhM3jMOXD9jxySLdmS2ZB90cc752AH/GU17m0M9H3S/FFenJb6WXsic9+CsD6+FvucbGrslafRODHLct3shlUYfR5iuaq37pjTW6Ju6OZ/xLn2SuOM/sxnrxYu6l/Zt8tLN2gD4+l7ZQv5UMjL/Vb1iP7NR74x96a79L+4W56AUP6pZjI9DE2UHt883/+D+uSo6tkmZ7+uE1FgNV9s/6cjzbe4MAgYLPWOTFWF6uvBTRnweH8/MCBU3nE7iyOH+kb1CknyCZSTKDPwF6LCt6HAJeFDMgOj8PAGjaz4HBWgu6jnR82WTNWJzrAce4tK/FKA9tZOIZfPiM8o9yJN8R6xU2rEH+xJ4+5o+XBg/NlHEmQ8rxKP332DTlHPHSl+lP31/p6x4EM2w/+4hn+mbKsFfmXDPzCWVx7CPsthc/98U9dE1a2uWWPYOtvayhB7KJnXSt5TkbH3FPO0F33AuMG1dmcW6MK/Ie6eirGXely5qxjHTH8aM//81/+rdXJcdWSbO9/fDL4n7KfTzryzXZXtkx54xt6Y/2xM74Dn6fxbMVX7asaNiPj+Ibxrs8AxhLPsxxz+S5J62U076RPnJBk/6Uk37lT4zpF7vkqX6zGtp8tor7NnndIrNrwHC0h3rm3nX+iMtbcB9pobexAHspl7zTTsy1n7m0s2iTpMO459o43xdZdKdIe5TxFn2T3lvxhpb2Gf1Qfxt1+0qhjf+gI58sK/2ZM+Mvb/dj0sq2dEdbOgc5csz52kGfcD71LXFFeinvTC/o6xv4Uu5lZOHub5+y7rVx6mBbGomBY1lje3TIu7DvIdRZVjRX/bk22/DjkwUMlAW9LdIW55ndnLN3/7qnM/bBT9/TDntluIffoJcxBV3xIXVdnTspc/qfco+1eo92Hef1+fEINHH2eBtMJdiT8LrnnFEIgtwY1Gd94zqfZxc/x7KeBWnGDZIEk7F48BGQKQQlA/c4l2dpZcC1b0ZfmXJ+8gGHsUgvL6HO8UDOA8f56jDSNyhLg1o6+TKKLMibgVk8cp59KUPSVh51dv5MV9aNNkhaY1vaM2zo27Ldipa4eSjDY6uoz0frL19w3GtT8Zr55jW4uwf15606Lym3yAz2yq1t0h7K4th72S3l2IPfPXVNWqm77Wtsxxr8xcuqtgPj0Y+uwT3xSZsro3yNK8lL/YwrPu/dU9CWLmst0pGu/Weq9ya87jkv8cHX8RH3F2OzvlyT7S0fynnZ3ruHXTObP+tjvv34RPogY8YS9tNY3C+596WFjhb7ZvQ5A8Ey57NOjNJ36Vee5CmfWe1eno3ZJ83co7fILB754i0P6SWO9s1wUaacLy35JAZJy3lZEzfAQtmcP+Iu7cRiRifvF/o+a7NIy7nyvIe+8JG+OiVveSV+9s34X/JD1l5TZn53LX/3wCXe0h1tqbzj/nL+6p7kulnt2uRl3zW4Yhfk0jdmvOi71sYzOu6lrSQJcQ880CGLfjH2q3PiwLpVf9LMtn4CHT/2IY/vCEl7y27itXf/whN+e+Os+m3JkPrZdl3iZd/Mb7RZ7l9pqWPGP8bUBbqXirxTnktrOv4YBJo4ewzuF7k++hdnBK5xA8/6VooYZFbB0nUGZJ+ttwKOtD3gMqHE2PghCMIng9cWfceUJetb5PXFkLUWeaRM6MOcWWB23cjfb58yYHtpTOyvxehSENcGKb8yjvVMV+fMsHGMGvppz5ktvYAzBobjixZ0HqX/LTbdwkvc9f3Eamw7l3pVZnNukRn6e+ROf3kPu+2VQ/zuqes990zaC3/GTlwM2f/glj5+Le5b8+U7uwiOceXaPQXtvfFKOc5SP/oXZ+7j3F+zvhWe+gQ23Vsu+Tuxnf2FHHz0KXhZVjRW/axzDJpjUeccc/4evtJjn3GeZBGjvS90uTbb4xmeY7b36uF86pnMxliwh2Z+rrEH9MUxsZX/LfLKX3rSTztB3zM/X9jlSz3jTXwED2JmFp7zBXvFkzWOKV/SmfFk/J54Q29mU/0Q+a4pM79TxxFz6Y78jfn0Y7+VTfbQTZ6X5isP9VviinRGvei/5GeuvdbGrst65T85x7vJLLmmrOkDKwxX/ckr2/pJ1uiMHHnvYM0e2sq68pURC/17b5zdIwOyvtVv5HNNPNi7X/ZimXZq+3EINHH2OOxv5vxnf/H3u/+Mk3/f7L//0V/t5kVQMJAR8Hwe+8agNjJwPvVWMTiPcwyeBKuxjLR9ltaqzsC9Rd+xkS/P0h7HXDOTd7ZuNl89tjAb+aMTfdjK4sGeNpK261e1GBnwkXNWpLfSN9fMdM1xZck++HvgOp518uUw51A3sUA9Yqi8SWPWvrf+8h3lSV2Vw74tvPbQk86eubM5sz5pWo8y079H7ve221450JFyT13vuWe+Em74D76pj2ei/Frct+bLEjthY2KJZYwrYqcvrGr3FHRoM+9SvJLnM9T/9Jff2/1nnPz7Zv/wv/7bbrWxE3bQppkgyT4TxSvCznVfrOZlvz7C2izEY5MiM5/I+Ssaq374ODaTVZ/MMefv4aseyu0ztbRz79EvdunnuW5sz2iPc+R1SY9cN6Nr31adX9TNsJKHYymTY7fIO66RftoJ+sour7Ee6Tg+/oLI+IxvWlY8GXdsr76sUdatei/eSU95qfU35LumKFOuUccRc+es1ngWMM7a0V5QT1IAABXSSURBVPf30E2el+Yjzz3iypZeM12dn7Xztuq0ca61rc/OkmLO0c4Z01nHR/z3+PIebOVJrV7Zt2rvoX2JnlhQU3zeG2cvyXAvv5GPciYmyjwbY532AovZfoGW9HNfJI+2j4NAE2fHscVVknz7N/5kV/KM/wPnNcUgd6lmk28VA0kG9nG+gYKgMhYPjRkfaRukvBBdE3C26Ds2ysSzuIxjrpnJSwJrXDeb7y86tg7dkQ5yGJS5vMgL+lmuxUjbjHSkqQ1m+jrHeqarY8qLXhb6SBDw4YWPg8+yRYt5zDfhlpeSR+l/i023dBR3fV9cZvWeubM5t8gM/z1yz/zlnnbbK4f43VPXe+6ZmT3p014ZI67FfWt+8nUfsR/dp6y1XLunXLcnXjn3Weq//c1f2pU84//AeU3RHzwXVnXabUZfOrOzeDafvpW/E3eRAx/NF+rZ/FnfFu0ccw+nfOqRYzMes76kI47Z5x5gzJdZ99LWPSdp0JY29FZFuuwxyy0yu9dYu6ds8XAssZXmXtydTw1mYCE96Y++6pcF6UtJZ8abceOTsVJ+icWKJ+sdU749PO+JN/z0leStb6QeOb5qz2ip44i5NGZrHMMeYoqN0p/30E2el+bD8x5xRdlneulnqYfzs77WxrnWtr6ZGDhGnbFGWWc1Mns/XmG46k9+2ZZP9q3ae2iL6979m7rjX+w/fZ7nsVyS4V5+I59r4kHKurVfmOddNN9bcn3bx0GgibPj2OJqSbaSZ/zS7Ne/+71Pf/23/3A1XX8inJe2Wd8WYYIEATgD+zjfgDYLhgZKgtVYxouSvK659G/Rd2zky/PqUHFNYuZ6sWOOxfmpn3rkrzGcT+1hO+qZAVds4JlF2uPanJNt52O/WeEyChYp/2wefeq6F5vUZ6QprS2+Hrwpu/p8tP7yvcamWzpq39nhPWK1Z+5szi0yX7LzHn+5h91SjpmPjPq+VdfkIa30u7TJHgxy/qxtzMzLlf4y218zns5P2bd4sR/FLeOK+u7dU/LI/T2j67xnq7eSZ/zS7O9++5c//b+/+z83qU18Ge0w61sRd+8R02d+NFuH/zAff8qC/9PvC51js/mzPuav+nMM3xmL/pRjM1qzvqSF/HyyoCe6cV9RRzBOXjl/1XZPrtaBm/yxi+UWmeX1Vpsig/xnctOHzDnm/NEv1QfsWMO8pD/6kzpk7JEGNfShM9NRO4EjbXhmUcaRJ3McS51cO9OXMWWdyeLarOUx4888/SDXMDdxy7Gt9ozWLfxHHuwHaBPXLdKd2d5zI3V2fvZJy1pbviWuSGuGhbiu/My119rYdVlf0jfPyFyXbf1eeVc0V/1JK9szbHI823toi5dy5nra6uGewQ7Yem+cvSTDvfxGPtfEg1FXnmf7hf5VTJnRaN9jEWji7LH4v5n7H33vbz7xq7Kf/ObvfiJZRv1z/+H3r/rzzFEINzCBwjLrc2xVGxCp8wLIfA8GgvQ4xriHWMogH2WhtngJmwVnDlqDsvO36Dvm3KxXh4prCNIpA7rNZHP+qJ9zCa5ZuGw4lvSZ40Ub3s4ZLxfMc2xcL40RI+fnSzp0PQjBYpQ/ZbatrnuxQT5osy4LGHgIbvEFc9bjd1nU56P1l+9em4rXTMeZ76eO2d4zdzXnWpnha1IH+fU/ai8Kl/zlXna7Fr9bdF3xkNZb9gz7C8zGuIg/zPz/WtxXsqfv0NYe6KRe2tW59u/dU6yDBr5wKV7J45nqf/zTP/jEr8r+6hd//BPJMuq//pWfuerPM2d4zOLlrG+21j79aIzTjhN/8Ut9AH+c8dAnxvhlHMD/LCsaq37WOZbnv/Rm8cz5e/hKB734ZNFf1T/Hrmlzzko/kw3QYM95bwKvLDM9clya2edZCs2Z3NDMOLPFw7FrcUcusE/+2glfsUg/7cSYOoA/PphFn006s3ExzbjMvBXPHNurL2uU9R54Q29mU+9fs5jLmlWZ0drSHzqzNSN993XeH7G1a7MfftiRsbTzJTngeY+4ouzK5jO1toNP7gl0wQf0PefttXHysJ342Je1usozx2z7DoU/UFYYrvqlM9YzbMY5Pu+hLV579++1cfaSDGLJvCz67V4/lM818SD52ZZv7gvG3Ndjv+taHweBJs6OY4vDSOLGzouOmzr7LglM0PeQ9KAkSGXf6vBnHmvGYAdPL10ZwJIXaxnjo9wZHKGxRd+xmX6rQ8U1XtAI1vaxhv4sjo36pR7gxDxpQgfbzIp6bs1J2tC9hBEBXH1TH+RSplH+mWzqap20ZtjgY/qIcuqT9ssXHZCFcdpcjJ0z+taj9E++yIZO4jezlzipY2KKjqyhvlT2zF3NuVZmZOGyKfba2Gf1VSf4vpfdrsXvFl1XPO6xZ/R198Ylf7kGd+y0kn3mT9pt5qfMT+ygi135GI/omxXHV3Rna9o3RwD7g2MmBbDL2Ddf/WVv+p6xChu6j6HpSyV7mefRxsYU1iATz8QDaeT8FY1VP9I6Bt2xyDvHnL+Hr/TQi0+W3NuOUxvHwHxvSZyNlbnXaI93rZkeyU+Zso+2vNIe2AW+rIGuZYuHY4mt67ZwH20vX3jnS6L0007SVwfxZo7+RL3C3n0gNvqudLd4OrZXX2kq61vxhp5yS5vaRARj4ACeyHqpzGip4wxz6I1r0Im5YMKHNnNm/oqPuZ55+rd18rwkB7LoY4nr6FticImecjnfWtkYRz714zkxvsbG0h5reY0+qc+i21Yx7iMb7ZXOq/4V7RU2s/l7aYsXtNEbXLEjz9S5f6+Ns5dkuJffyAd6Y5HHOHbNfjEujv4w8urz4xFo4uzxNjicBAa1FGzWl+OrNpc/gomHBIGSAEEgzWA5rvfFajbHIDX7tha6BiCDNAf4eAndou9hOcrEM4GQz1hcQ3BFPmWg5vka/gRO9IAPOvCB/pgIShkM6szNy2jOoS1t5dvCiPnQStuBGzbx2y74XiqsEbM92EAPHtpIGVk78kU+sWceH55XGDxCf/SR7x6bqvc1vj+zgViB26owBmbjXrpWZukjc9pj5S/vabdb8LvGPui6xeMee4a9njhiI3iu/Hov7pdk147W+ZK22utitzemQHtvvFKO1msExDL38KxvTeHLEWyOr2Ws4gzgTEofwOf0yy8pfP8lV3+ADvSYTxu/tqxorPpZp26zuGbMSyxmtGZ9ykSNXsiaBf3VF95+3KfMZy/sLegx4gytlD1p3SKz68d4ok3GeLLF41rcnY9O0EVX8BNDxrNs8WYeOuRdBP/CJpcw1z6sHcsWT+Xf62dJ+x54Q2/mh/Rzp8WGjKPXJQxY4/yUc0v/GX9s6L6GtzYY77fyADv5Mlcs6cMulktyOI/18ofGtXFFOitcfV+RB/OQE3uOZa+Nx3U+m1gcaaMjfMXK+bPaPUXMWGG46p/Row9c+ewp19BGzz3799o4u0eGe/jNLfFg735h/7qf9uDeOY9FoImzx+Jf7k+CgJez8TL4Ueo18H4U0uVTBIrAWxFovHorgl3/kQj4cpYv+8nfl+A9L7u57pnbvmiuMPso3X0RHxMUH8W/fIrADAGS1iRLSK60fB+BV42zxCZ8gXOk5fgINHF2fBtVwhMg8OjEWS/uJ3CSilgEisBXCDRe1RHOhIBJoNWLjb/8aHLms1XF7JGJM35BxAspv6BZ/Srqs8RtFYGPRcBfttU3v4+7MePV4qznx55fjn6sh5bbDIEmzmaotK8IXInAIxNnHLpcDLkgNvBeabhOLwJF4EMRaLz6ULjL7A4IpM/y50b8sowPL3i+/M7+FPAOrE9LwpfgRybOsBH3In511lIEjoaA/tmE+/ct84px1l/fPzJOHm1fHF2eJs6ObqHKdwoE/MaAnxp/dPEn3w28H418+RWBInAtAo1X1yLW+UdAgBccEjAmykjI8OHcXf27ZEeQ+1Ey+GdXj/xTNP9NJZJ4LUXgaAiYKOrd/bNlXi3OcnZwjjRGffaBo7eaODu6hSpfESgCRaAIFIEiUASKQBEoAkWgCBSBIlAEisBDEGji7CGwl2kRKAJFoAgUgSJQBIpAESgCRaAIFIEiUASKwNERaOLs6BaqfEWgCBSBIlAEikARKAJFoAgUgSJQBIpAESgCD0GgibOHwF6mRaAIFIEiUASKQBEoAkWgCBSBIlAEikARKAJHR6CJs6NbqPIVgSJQBIpAESgCRaAIFIEiUASKQBEoAkWgCDwEgSbOHgJ7mRaBIlAEikARKAJFoAgUgSJQBIpAESgCRaAIHB2BJs6ObqHKVwSKQBEoAkWgCBSBIlAEikARKAJFoAgUgSLwEASaOHsI7GVaBIpAESgCRaAIFIEiUASKQBEoAkWgCBSBInB0BJo4O7qFKl8RKAJFoAgUgSJQBN4Zgd/6rd/69I1vfOOLzx//8R+/M9eSLwJFoAgUgSJQBIrA8RFo4uz4NqqERaAIFIEiUATeDQGSI2PC5N2YHYTwj/zIj3xNZzD41V/91aWEM5xYMyv0/9RP/dRs6JB9Js1S/x/6oR/6CqM9Aq+wAeexXMJGWZjHBzlaikARKAJFoAgUgSLwSATmN75HSlTeRaAIFIEiUASKwIcgYJLiF37hF37Aj+TJLOHxgwlP0EC/MSEjFiRrxgI+9GdiiTkkx2b99J0pcaYeqbc67/nVmYmz9CP7Rl/awgZ8RzyheSYsE8O2i0ARKAJFoAgUgedA4Ou3w+fQq1oUgSJQBIpAESgCFxCYJUwuLHmK4VniDMVmyR4TamPSTCCgRbIny1ZyKOcdpa0fZJJsptdKXnHLxBlzpZvrtrBZ2SXXt10EikARKAJFoAgUgY9G4Mub3kdzL78iUASKQBEoAkXgYQiY2MiEyUwYEyMkPfyMiSSSHnyyuC4TKqz3V0TSco1JKvvHX4UxzzFr11r7J4ZbOm0laJAN2q7fmgtPZU48WA+21xRtoV7WiZ2/yHKMWjnhxfOM714dXMt8aKVOW7rM7Mx8dcq1KxmZI9+cv6ctf2iPn1yvbzhHfZkz2t11M/s61roIFIEiUASKQBF4DQSaOHsNO1fLIlAEikARKAJfQ8CkAImEVXHOLIGTiRWSHnyymNDItbOkBWtmfFjnWmllsmOWmDE5wvxVQc5ZUi7lUDfkHfUa6TIn5Rqfx/nj86gHOkMDTCyzPtepq8+usYaWONo31q5lLh9pjvNmz9omecz6WAtteM2KicGVbWZrZnzgMdps7HOdsvicOsBP3Ge821cEikARKAJFoAi8BgLrm/Jr6F8ti0ARKAJFoAi8NAImK0gs8CGBkIUkxpiEYHxMPvE8zpslI+STPKQ3rs85JDhmCRXojcmOXDdrj7LnnFFm6JtcyXnZHueMzzl31p7pkH2jTEkjeZl8zITbrC/X24aOn/QBeZtIdH7WznF91kmLNYxt4WmiShrJZ9Z2fo6NffCD3licp4wzH571jXT6XASKQBEoAkWgCDw3Al+/RTy3vtWuCBSBIlAEikARmCBgEiETGyZEGBuL87eSDrP1ST9prvqdQ9JslnBZ9btuVp8tcWZyMxNi6jXqMuIBZrOEo+upwd45tPlY9iTeZnZmPbJBK+XmeWZH+Vmb7GL+zP+cpx/6TD32oRuyjEXdTAqKsz6tXo6P6/tcBIpAESgCRaAIvAYCn29Gr6FvtSwCRaAIFIEiUAQ2EMhkx1biYEwysG5MTrg+Ex+rxMmlBAnjq8+eREyqjJwmirKf9phMWcnrumt0dM1Yj8ktEz/QpoxY5/px7fiMnol/rqXNfHSUl/rQRxllGdfz7JoZH+ikX1zCc6SP/CnfOC7vTG6NPKCBnmMZ147P4j6u63MRKAJFoAgUgSLwWgg0cfZa9q62RaAIFIEiUAQ2EcjEkYmEWUJkTKh8ROJslvzYVGYxuJU4m+m1SrJBPvGS3Zi4sX9VmxxinR/oWkzgZJ9joy7KQ20bO67KuJ552l1ZmLNVnD/zE3TL9ddis6U7MjmurNTJjzmjDOoiPtCwsNb11PfyOem3LgJFoAgUgSJQBM6HQBNn57NZJS4CRaAIFIEi8G4IjMmEVdKBpAJjFhIM+Uy/SY1MqKwSJ5mwkGbWl8Zz7qX2KHvOH+VTB3CZlRmtkcZsnX0mnVb0meecxNH1M17Ygbl8kG+rYDdojEWejG3Jxjrn7pFvJu/IO58v4Y/8t+qIvMiD/Bb58bxHd9e1LgJFoAgUgSJQBJ4Xga/flJ5X12pWBIpAESgCRaAIBAIkWEgUZCFZkAkwEwk5z4RDJlTGeYxBi08mVHie/YpnXI9MrHOt9HxWZmRNOXiGRyZDnGs9S3aZ/Endcz40kw9j0JnxWunIGvVIDKTDuvwkPxNcqZfrlNMajNCDT9rN8ayVB1pZUg7aKUvOoy12o22UOddCK3VPWiMf6aZs6iwOyj/Km2ukk3xdN8qMPNBi/cwXUt62i0ARKAJFoAgUgddAoImz17BztSwCRaAIFIEi8DUETChk0iGTCy4wqZXzTFw4h5okhHNMOvCcyQmeZzxYP/KRhjxm8mZShnmsgcdMPumYfFFW660k0ygbazI5I21q6Y01spqwSQyYlxhBQyxTP9YkzREfZUic7LtUJ13aKZ+yrPBJfiOdke847nNiYx/1iIu2077KNuOT9pnJuNJHnEfeI48+F4EiUASKQBEoAq+BQBNnr2HnalkEikARKAJFoAgcEIFV4scE2yq5c0BVHiLSLLmGICTNVonFhwhapkWgCBSBIlAEisBpEWji7LSmq+BFoAgUgSJQBIrA2RHwl2xjgsxfVp1dv/eWn+TYmCAz6dhfjL03+qVfBIpAESgCReA1EGji7DXsXC2LQBEoAkWgCBSBgyJg8iz/RHFMBh1U9EOIBVaJHe0xEXkIQStEESgCRaAIFIEicEoEmjg7pdmOJ/Tv/d7vHU+oB0pUPO4DfnEsjvdB4D5U6o/F8T4I3IdK/bE43geB+1CpPxbH+yBwHyr1x+J4HwTen0p99TwYN3H2/rZ6CQ7d9F+auXh8icetT8XxVuS+XFccv8Tj1qfieCtyX64rjl/icetTcbwVuS/XFccv8bj1qTjeityX64rjl3jc+lQcb0Xuy3XF8Us83uOpGL8Hql/SvBfGTZx9iWufbkTgXg55I/vDLSse9zFJcSyO90HgPlTqj8XxPgjch0r9sTjeB4H7UKk/Fsf7IHAfKvXH4ngfBN6fSn31PBh/A2P1UwzqA/WB+kB9oD5QH6gP1AfqA/WB+kB9oD5QH6gP1AfqA1/6QH9x9v5JzpfgwMZq+YxA8fiMxVtaxfEt6H1eWxw/Y/GWVnF8C3qf1xbHz1i8pVUc34Le57XF8TMWb2kVx7eg93ltcfyMxVtaxfEt6H1eWxw/Y/FerWL8Xsh+pnsvjJs4+4xpW29A4F4O+QYRDrW0eNzHHMWxON4HgftQqT8Wx/sgcB8q9cfieB8E7kOl/lgc74PAfajUH4vjfRB4fyr11fNg/P8Bu5NAKccwZYkAAAAASUVORK5CYII=)
and
"Economists have biggest miss ever in U.S. jobs-report shocker"
However, the reality is that these headlines should have been written about how wrong the SURVEY WAS!
The published rate is straight nonsense and can EASILY be proven so.....and not only is their published number nonsense, so is their disclosed error. While their disclosed misclassification is a step in the right direction, it's completely inadequate. Below is the disclosure at the bottom of their press release.
So essentially we know the 13.3% is BS, but I'm also saying the claim that unemployment is only 3% higher is also BS!
This is easily provable by just looking at the governments OWN numbers. We don't need a 'survey'. Obviously a subset of the total unemployed will receive unemployment insurance and this number can be found from the Department of Labor. On June 4th, they released their most recent advanced figure on claims. Finalized numbers on all people that received unemployment benefits are reported with a 2 week lag, so this report showed those claiming Unemployment Insurance benefits as of the week ending May 16th. This roughly lines up with the date of the household survey, which is done around the middle of every month. Below is a look at the number of unemployed based on the household survey vs the number of unemployed based only on those receiving unemployment benefits (This is primarily made up completely from those receiving regular state unemployment benefits and Pandemic Unemployment Assistance). Here is what we see since the start of the year. I used the 3rd week of every month as the date to represent the household survey and filled the in between dates using trend.
And here is another look at that data but translating that to an implied unemployment rate rather than total number of people
As you can see, obviously not every unemployed person is going to receive unemployment insurance and generally the total number of unemployed had been 3-4 million higher which translated to about a 2-3% higher unemployment rate than implied by solely looking at those getting benefits. And as you can see that trend stood even after the new Pandemic Unemployment Assistance went into effect in April.
It is CLEAR that this most recent unemployment report based off the household survey is complete BS. Looking only at insured unemployed we can tell that total unemployment went UP dramatically from April's report to May's report. Unemployment only started dropping slightly starting May 9th.
Even if we were to conservatively and stupidly assume that every unemployed person receives benefits then the unemployment rate stood at 18.9% around the time of the household survey....not 13.3%. And if we added the regular 3-4 million uninsured unemployed that existed in every prior report this year we would have an unemployment rate more like 21-22%.
So let's just call this household survey what it is.....Bullshit.