Credit ratings help investors judge risk and return. In this note we compare credit ratings, yield and probability of default for US investment grade bonds. Diversification into USD bonds has been a popular move for wholesale qualified investors and, with the Australian dollar trading towards the higher end of its recent range, is likely to continue in 2017
The USD bond market has approximately USD40 trillion* of bonds on issue compared to around AUD1.6 trillion in the domestic market. It is much bigger and offers enormous opportunity to diversify, as well as hedge against the Australian economy and currency. The high yield USD market is mature, offering a huge assortment of bonds compared to its fledgling AUD counterpart and for investors chasing yield, can offer some exciting opportunities.
The question becomes, how to differentiate between the bonds on offer? An easy preliminary assessment might be to analyse the yield on offer given the credit rating.
Table 1 and Table 2 provide an overview on the bonds FIIG offers in the investment grade universe and the perceived risk, as qualified by the S&P credit rating. Taking the basic analysis one step futher, I’ve added in the S&P probability of default for the term of the bond#.
Table 1 shows USD bonds we make available in the Standard and Poors ‘A’ range. The order is based on expected maturity dates, with the shortest term bond at the top of the table to the longest dated bond at the end. The range of maturity dates from nine months out to 28 years attests to the depth of the market.
These highly rated bonds have very low probabilities of default and a range of corresponding lower yields. Practically all the bonds are fixed rate, so while credit risk may be low, there is increasing interest rate risk with the longer dated bonds.
USD minimum 'A-' rated bonds (in expected maturity date order)
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GgKjR9CMQXtmdcfK9CwpyCozpuOJvxGJqp4SnIRkr+UlKuzF8rc5GTG8hz/hZwzsWZA71s1blkM14pFL2k0wcZk2eerkP4rYNnarvZl1m+CQKjg8A43jM1OuiNJif5Os1/mTD++ws6SiSzxXQD06VFzKBNdERPlkZTCvgRIEOI/sUxpV/bfTWxIfwX3/uo5o6bUuMjMA5Y5XlysKz60Yyhr6LDrywkpBeZU/Qr+JBvACJ8cSYGctmq/5LN1KWaPV2gmRwGIfzk8EcFvUhIVIwAnXzTF56e3fN71yuu8AqRGy/siui0VJ7Wd1j5ewc/xAfq/ohuT7ow4wJt1Ruump4cZr8YZl1jMHTzLnYvc0l8JG5qTLj9v+T4SNGjMeZC+8sv+hCrudTfrdPNj8AY6kHmFPkKPhS+CLqCuvJJWCeKPadw8ikUyxHXw66QKVZScgkCQ0CAJpD+LyYdAqMjWIVgV1mjXCk9Ocx+Mcy6KmttIVQWgXEcH+Uvgi6LyujnT04ldbD299HnVzgcVwTMUX99fUF8F1vOHVaF7n5rf8GP6s9Q2XdmWjfZe4OkB7voMbfhGz7iWB0T32N4MnG8sRI1bcz5y8LvF2wbOqYYefP/42/4Ad/Ff2e59v0f0P2eMpi7wFhmecxFYCz1ZOl+kdwnR3ewxWOU3ZfovUdOhQ0l/TMG87cOVk9v+vtgLs2EnsWLc4+dqSu+M858kN8BI3AT+/96A8+i+4Ib/ys62MG2dgfMQOXkC2wBV17nJRM0V78AcvjjkpviGlWfuoutsrvfMu6JiifCvDurqm0EFdxM8T7RKbc4VuefbqABoBFd96RCL2Ljj/NId3n9ARvqmqaENws/IxvDUN8vClRxb15S63V+GkM92We/sPpYbtPbxtqEuo9O3wv34e0v+n7baFFi0opcwWOqtXkxdZlxou/Pnf/THxHfj2sKyu9gETDbv60/4v33N5I/YjHYWgdGPfcU8MBq9hFW++I6tNmXXM23z1hY/7kaUkJFECiKAHnA/i25wX3731jBXz7j4E90JVEU0F/KK23uzNR3XpqzY2XurGKc9P2ogpu/r6GmDD5tRBycfsb8DN292cFHZRh+wd5/fkHiYTL3atlXJ1jeeYYfeRXVv69qePpdBwu/kOH3t+gQhMRM9t2IisD46UmzuECv/YL1MfrLFVsBION73KxDhHQ3HRW6gYeBsoWSGC/U3xUv8XVlOras+dUNfT/uLyP6d2cLCTpOmcZvTOShO1oGYB63ki4IjCkCqbvYjLeicnn0PVEfI7pVXsVUiNW/f8bebzXQ5HT7a2AaX7D3X18wPXMT3/z+Jr6hk/f4go85Rq7xIJo6OX7qouLv9Z+HIi9I9086l2yJGbSu52+//YL3sTwEY8+2uZEir0DJdM5LXFfZe/JK1inZrx8CYgBevzYXiS8ZgTguzsTBxX8W6JIZq6T66EqFr27ix//9BTUy9shD8S81NP+lpq8uiTwZjdw7RLO8eWwlHm8jR38t6JfEy1qJOEJkjBAYXr+I73GLQhuOBohSXBd5Bf8i3r4BQn3tSF/DGMBr18Yi8IghEK/ojffAuRdLecj+RzPtesKKilL6zqqihAvki+um7V5l7Bmj8Ia6Dd/E3iZ3YZm/l2nizvQWcVZVZEDH1+P8vYMXpzqn9nYWu9Mri7Z8H18EKu0XOffIxX1XbTcbzOiQQA0NWvT4xm8OTUPF/Y3rmil+T55LQ94FAR8CYgD6UJFvgsAAEUjdOeW5TyqVx3cvVYjH0ndWhYiVTKOYxqiI2YI2RiEZt7+aPw/Zxx2i6oRvS9+VuDWjTwBPR3/Pu2/sSoo7mOwU+E/ypQ/EDKa+q0G1sn6Rd4+cilfXhz5UGIJqKx2WQEh6+2AezawmGJE747LYuxbfKWSnivFYFZ2KQB+tewArEkrICAKCgINAvFXKr1lx8sjrCCFgTn4WbS+5e26EGk9Y6QuBUevLZizq67zo0Bn9M1deqZc4nEenBf8fx39fwvVUzj2A4gEMtpQkCgLjioDZjtL8X4U7q8a1JYRvQUAQGF8E4hPfp7+oGweUJHRKPNp5mPjrZ9DJ85/iv9oUee9VOIBHbvOXUXATP8ZlPPmG8EkOgQwBZKlCELgUBNSdVeZiGP13r+9El5heCj9SaRiB2DPgy5Z4IZLUxDuYeXm4XCKcwCVPY4FA7305GSPWRdrmAu7fKDQl+ru8oLHTwTfNaNs+04N3Aw9n6DDaF7TfJQdwzJVD6rR2FNup47W/YOXPRPMzVgO6lkJitmZu6r+P/LaDQR4iCjW6eABD6EiaIDC2COgTkfoS2p+hfgMKaWzFvCqM0xb9n25Gf7WE2kvHl1nisYuvldcBdGm2/pul2Rdgm0lRLhG2sJSXkUWgir5sX6QdifrVDfz67z/rv+erxs5NvFnXl2rruyM9kHx9E4tf0Xf76qqj/9a3DUzTxfa/14fbVLxz7BnsIHjxt4mTpuuyPNUO65MYgMNCWuoRBAQBQSADgfSl2G5GumSYeQrMBGIuD3ezR+/J9pW5bDv5A/Xz/0wGp/wTBMYDgVJ9ma7Mif46S2yIuX+y7bcv+MBEV8Yce7cenbyItnHVoSNauP3WwQ9vgY1/Yc//qg+pqcMjf3bH2hf8+hvVEF3+b1U2vBfZAh4e1lKTICAICAJBBMypaW+m4BaxtwTiK4fkEmE/QPJ1bBAo05f5Rdp9CRh592Cu7GLEtv/ys+Xlo2uIml/RQZEOED//jGe//wPef/8d9r/7OYkhjOnoi/uRczF+nL3iBzEAKwZUyAkCgoAgUDUCvV4eLpcIV90SQu+yEMjvy66XrQJOTXxf3oXfX9fwE/1t4OigyMqfddwgXXl1BNouvgHtYXQvqmfXYlXAblkSsgVcFjHJLwgIAoJAxQiYexJrMzfRINrO5eCx98N4Ipz0rMvD5RLhihtKyA0BAf9F2pfal4Oxejew8b9rqNHBj+gvtShjFdq7Zx0YidG7gW88sYVx8pAexAAcEtBSjSAgCAgCmQiYqyHUye0/outcDp66WNhJJ7qpPHR5uFwinAm5JIwuAiPTl9XfNiecQrF6X7D2b/rglok3NAdZ6JLw98wzGCP+3U3M04sbWxhnGM6DXAQ9HJylFkFAEBAEBAFBQBAYMwTi8IsK/xazuUS68x9/g/kLRkOBRS6CHgrMUokgIAgIAoKAICAIjDkCR287+k9bztBBjgqEia6K0SeH3ZjACuiXICFbwCXAkqyCgCAgCAgCgoAgcJ0Q+IwF+msfAOb/1Off5o5P8n9B+9/ZtU6XBGfmFvDFxcUlsSTVCgKCgCAgCAgCgoAgIAhUicDk5CS63W5MUjyAMRTyIAgIAoKAICAICAKCwPVAQAzA69HOIqUgIAgIAoKAICAICAIxAmIAxlDIgyAgCAgCgoAgIAgIAtcDATEAr0c7i5SCgCAgCAgCgoAgIAjECIyOAXi+ibuTk6Agxbub5zGDV//hEM3Ju7hWIl/9RhUJBYHCCJxv3q1M51VJq7AAknHACMgcMWCAry35XAPwsDmJyeahBZD6dncT3EwjxTPpfLMKBV/Osbm6jpndC9Dp43ePpoK5RzMxa5BmfR9NKYSrUUHgHJt3J/sYU5coB1vMTU42YWsPzlckY7Twm8xaCB02Yafxcs7iifI6+orXWP0zjW+9cKXFq80ngFwszvH2NfDgXqTzMvNzmT31KME4rX75ytBbFn8O9tWDW4KiK2963ipBLMqagUF5QgDS/FXTTavksSfBRqOQ1S9DOicwJpWe4WM5elYNxcef0++HrnOqgzzXAJxbXAZOO8zYO8TeTh11vMZbZgGefzpG/cE99Ga6nePTcR23eitcHRpCSRAYFQTO3+I16qgf2+NsVNjL5sNezF3sAktZC0OScWZXLfpo4XfSAtZX7YWlMqCWduzqDl9iHS2cXFzgYneGlTnH5vNTtB7P2fkH+XbewelylgwFsFDt/ADa/gvkL4QV9ZmIVh98qQX+5BIc1LURM5ss1FV7zeZMtoPEPqZNk/MSEDkQqC9dXOxi2Zq34swlHubQvniH6vwRdbROtJPj4qSF06XrtttVAvpSWQPjJkUnkHeuHesi3YdO0KoDdTJMRknnpGTq/UOuAYipW/YkpBTLEzyZOcan2ADURmG8inVWO9ZKx7Wym5tq8O7gGOuzZHGTQgmtlqIVz6HZMjb572JzkzwF2mpX28isLntb2aaf8OejTXovoavoJwVykNeKyZaNivD6fYo2h6wkX3kEzpVbaAtbLeA1X2mNuuRkqPDFnNIfn9gCkgkw9Qjv2omxNnXvAerHPO8hmrOv8eBkF8us2HnnFJip6cUm0Tdphy/x+sFWhRO2IRz4dWWozQBGhgJY6HaOFs6h/G49KawAi5abvwRfc+3IgPKKnSzUVXt58wz5o8JtGYtJVwIwh/a7R8whwXXuJBIVHul8d+5QIkRpZp6zvEzcCxTls+akHAyofXaXcbz+knnIs3iMaL1N5iE9n2XNLzl1X7Xk0LhxZS2Tl4y+42U8eTSFkdI5rkx9vBcwAO/hQT0x9pSSuTUF8gzu7EWbO2QUYgY15cHTnfK0daKtabXSiVaJNICWTpNVEK3SUMOjd/RrVkdtzNHgVas4vlriK81jrD8HtlQeyk//jrH+aTGuE+uzmNzj72agBfgzdDhtL89FEZ/yyObUrzAoSk/yXQ8Ekq08mmTx+q3fgBpZMIwuMAyeomMmUfPJ83v4ch1oPY7Gsx4n2E17YKbImDHenfNPOFa0DtFcglLWHtJD+6QmivotZniEsEjaOWEwlD/JZWNF3320kvzl+ErK2U9zWFymhbrWxTQXHC8vRu1l5xzq2xTNUTvZnmY4OpfPSYpRd+4wcwWXghYjifdTeZ4t76dvTuLlPc9zi1jGDvQ0WoJHZTiuYvPcN7946rkWn4qNGw1Fkby0m7CDeqSPRlnn9NO8+QYgpnDvQT029s4/RfEqtPKOlLClCKLVGFnN6l80OI2tSIZa4jmcQ5t5AGxB2Gpodh3H4JNIHa0tvrqjkvVk62eqhpnUe1Q+lz8f7aI82xJ439z6vZnk47VGgFaeM0+0J4vGD9bx0qy1KNY2jjnjXogRQSw2yCJ+1FgM86bihycnsbRTj2PhDpuzWJ/ZhVc9zD1GC+uYJRxoQbn1CNh8jlNS1txLk7X1HGan99TzTayuH2P5SaSb8rAgXWC2bKnWvPwqfEm3P8dKMezS4lKU5YuXdZ5VSNAysDc5iVmS1Xa7ObmH9UqG0EnSJ9xYTFfnpuYkd+7gc00kw+EedsC8jJbxRnl880YJ+cvwqOrmc1KJeq5i1gLjJha7aF7m/VNlR1XnxIL19lDAAAQS65e2eiPrWU1MOj5Jxf+ZAD4F8A6W4klqFut6iQ5Ebu+dpSTQMnHFcwHI+FtC7EWs0ksW4o+zYJ4L82wK5Py6HTAnuyRfPwQO93aAnaXI0NPjx3jbpx69Y3Eqae/YpaPFt2SJGbU7EOYqloni+ZRX5Ry0y5tgQGESOkRE6wua8KPdARWjdYiX6zN4QnZgfJhMGwTGcA5zUEWq9hChdZIYrTlYWFu2xEJOfpXFtH+MleY9RSsWqTxfcVH3weyGPG7rHZrdZewsjcoihPeJKJ7UeOjK6nxXbvNueXancCuOPTAZ+vgtxWPFdffB9kgULTBuYj4L5aXdhB0s75rdRSrN+xfp3VHQObFUPT8UMgBBKw4KRj+kgGfj8p9CTcUBuvF/xMsydvkW7sVFohR5oKVSIHxrN5IjWm3FXsSexcsqGODPV6QIz75yvm9uB/TlkW/XGAEaT27/3MXyzh6LFRp1eFwPirvlksG/GhtUlitbE4+mQ0R8HsFz4/1TZE2MGukn2ikusPecwU7xz8mCNX2DQRYWWVu2WfkdbmKs6HsWrV74curhr8pIYW05wp6oqUdPsGztGrljis1JXMbQs4ntVHno4GIoc4E016sYmjctchXUbdG7Ci8Fx40SNZyX9MlOvYXQWfXsDvYAACAASURBVLLL1znVtFkxAxA69uP189fgR3VVHODz5zitm1NsFHv7GK36Dp6zi+3ON5v6nrvDpn3fFSkxa1UVCWUpNzozQe73iv6F+PNVUZRnX9n4G3PXqy0xE/dRsWxxffIwtghQX48XWUYKWvGzPmM+j+Kv2l5j/Z2MhniMU5wTu57jsMmC8fUhhmOuSwrJZ1bi5goBU7f2Is7owORClHrLFDCycrD4dMyMKao8lD+IFRkEDi110EzvoqSM0lA9IRCUXmb9MGXAhAoPMI08k+5WEvFm+lJZne9jNdryjee1fmVX3tQkxiw4b7r8pOo2fd7NeE3eg/3Z0TnBvIQX6RMWxuGF8LJ1jpepnj7+rmipqVt1HO8ArS2jaKMti+MdHC8/YUHPtHrfxafJWUyuR9TrLZw8ovyLmFli39XBj3eYcn0bU4+w1XqN2dlJKBLLy9YpwKI8+/MF+PMVmMvi2ZdZb1MZsbUntI3HrTpmlyZVDMnuRRvt3WVMqndyllYpm48n+TY+CESBxw8eOyzrONz155t4POfGvjpZL/1Vjy91N57ihTwvGTxP3cIpnfyPeQ7kjfPYD4dNbeS01ecpPNpq4a6hSdezWCdD7bKVvKnJGFCHzpKBj3rrRN1nSrrQiwWVW16E5ttwEsAuhJWPVq980RTYpHjMiCfSwaS/6UStCof5lOiuSH8PGmKDTuYvTeqns5hMOlK0C2X6XUmd761oDu0T6ltm/iKP9LuSB2Ds+WF5l3sh83jkZXndc6n55dLbw4vfID8Gxk2q2nBe0ifk/TsJgHjpOiclU+8fJrrdbtctPjExoeKM3O/yLggIAoKAINA/AmRk7S1yA6B3mlXS6p0LKSkICAKjjgAdIOQmX8Et4FEXS/gTBAQBQWBcENBxntUcoK2S1rjgJ3wKAoJAFQiIB7AKFIWGICAICAKCgCAgCAgCI4yAeABHuHGENUFAEBAEBAFBQBAQBIaBgGwBDwNlqUMQEAQEAUFAEBAEBIERQiBzC5gHCo4Qv8KKICAICAKCgCAgCAgCgkBJBOiAL7ftxANYEkDJLggIAoKAICAICAKCwLgjIAbguLeg8C8ICAKCgCAgCAgCgkBJBMQALAmYZBcEBAFBQBAQBAQBQWDcERADcNxbUPgXBAQBQUAQEAQEAUGgJAJiAJYETLILAoKAIFAlAp32HdxpdyohWSWtShgSIoKAIDCyCBQwAA+wOjEBOj0S/3enDa2uPGkTqziIxaX0O7B1G/+WLr+aFAaQTicetLKM0mJeqNKI9kEbdzi/zrMqf7CayDMxgaTeDtp3JjBh0WW0c/W0h+eYVsRfFo1Omu+ErxhUebgWCGT1w1EXPuI7HnPu+Pfx7xsX7jjidHgd/DupgFVMDHXQFOWT9KfDq4Kig71XwMPFmgbG0gFcl3KZi9AK8QUgsx7TPr42ccv55DHlx+jXwoLNc1EfTuabquXNwHiMoBsZVq025OPGw2FWXscmiO0dpU/4+HP6wdB1jkemHj8VMACJcgMbZ111fJiOEJ89fIXpWMk6aRsfsGAZgXmcsfJnG/iwYAw8U46ldzUP75uRskQDDbzCnmtQTTfxPsrb7e5jxeFflZ/fAk/bmo/q6+zhFdE98tA1LOX+2jzbeGUUpk40vYbb+wnOxB+eGWM7o5x8vpoIVNIPLwEa4vv2fqIrNoC1H7L78MEqTbgL2HZZ7fyKDysZdA5eYA0bOKMxvn+b0e+g/ewDNn40g9klOoD3EJ9FsFDt/BDa/uug/QPTAfvAglk8lqUV4guBepQNndEmtMBmOuqM2nY6Z7IdAOSVk6wVmC8wj63ue8RTT59MZPb7Pulez+Lh/mxjEsirbAI+/55howE0vp0GRknn2AL19VbQALTrqC0+ROPDr5EX0JNmfyr+RgNxfwVHay+YFzFc/OHTh3j1wnIbhgvkpHbUcvwn/LQBvEpZljmFM5JDeOkiNHFto7FxhtgQVQnz2HrfhDF3M8jL5yuIwCD64VBgojHMOrHq+0cfcZZR+fwWKVxapDn/XDrf3AYiOp1fPwC3v9HjYvpbNEzRgxd49fCnyiZpQzb4G+ATbhrpTQcL3c6LWhYy8o4aoPlG/SPZTP6ytNz8DD+E6gGQ2SaKqYQ/1bYRq1f/x/XW2R7W2B+S2oXyG8hhjK8+mpVKmNOfrbrK5CWj72gFT5s1jJTOsQTq76UnA/DgxRqOjAJ26ldpK/fR8xp8/j5WsI03RW266Sae4pmzzewwVfg12Y4h5YZXe14jtzC5KGMIL5Ul6pTxNlDZCiT/FUNgMP3wMkCivo+NH3vXBxHTSgE3vgXZRjUyZswC9OwjjlSeA6wuQCnry5DT1Mn5NN/MbxqLpJ1NHuA2vrFWfB/wq7vDQV66FK4+WgnVNF/F6kko0NM87q8cxV4/Ml6P+tH1NvExeqPtwAV82DjTnm61c8UNvSOsPQN+UrtQW333/TEC5hJZLdOfi+Q1Thmtu0ZZ5/QDekEDkAZ9EhuxgH1041W+nfbmfpel9cOaKWvTp335ZLWl88zfv421KryAZPHffqo9CLVFPMQaeiNr82zjZeRyf91O6abL+7VBINAPKcg/jk3xxpSNBkqGz4XtRhLf1itrnTZ+WDvCytPIGz7/IzawhmmK0Vr4gI2fmkD7GT6Qocnje8z2aa/1li3n8hmVz8SCFn4w278AYmM2Klj7BrcdHgrT4uVcvgrUw4vz5/n7KyB37ZuJCUxTm9zveanPyY7Xs1qwa8+QYpzmigZ3WjRUn7Ts+PGScLy4LdOfi+Zl3j8FxqjqnD5bqqABaMe0JcYf1W7S9DbOB99ytS8mDf1kbz62PQ1dapwP/XsBD95sA9sL0QQ7jbUjYLuwK9IwwzGJeE4xzPOaZ/9K36TK7/VBINQPa833cXxdt8KYpKrRjfmkGL2+4sR03Bms8Igamu+NPqC4rAO8WLuNp2QHxjF0Z8pI7G0B1wsaPj41nSwsrO1fysq3s+md4vgcVgrTist5+CpQT1ycP5BxTQb3j1vYUvGXK9hecALief6r+qyMiG0sxAed9FxxVcUdebnK9OdCeWk3YRsr+9x7O4o6p/+WKWgAFqloHls6Ktjx0B3hIw8A8ig1i/rBG2xjBeUWljU0n5IX8I1FqtzLAd5sr2A/PjwSxSZtvykcj1iuPpZbrSCPKos5ZJTlcewQuMR+OAislMLtdXFDcVZ6qy05+JVmsmO8fyrJxKjVoHeKPfunaRJ9finGpzbwDBZZW7Ym3bCUsTNg4ZpFK8RXwXoMG/SrDB/GjwrXcfQ7z3+ln925ouvEb19p4UdQuDL9OZyX9Ml2YwOhs2SXr3OqaYIKDUAKztGHOJJVIcWMULhOooRV3EiDbXtwOdQKkw5D9BAzpLyA2+nThJx+6JkMz1Q8yzS+tVz7IQL9pJEBS4dfph3j+QCrw97G6kcMKds/ApfaD/tnn65h4SEa9niPrlLgGTKrDBkvvJDx/pkNN2OQdKDPipjvvEyVzwE+g1ic4eMRM6aIpWghGC+YyeCK4h7DuHpoqcMIGcZzqJ4QNMroZFudPS3WQxWMSRrNNY1tPGP3m3XaqxXFoY8JBqPEZrA/OzonmJeEIn3Cwk28cl62zvEy1dvHrucfQLtM5t9+dwWN7saZeee//rSzjUYXcZmz7kYDXaKp/1vp7sckqLz5rn9XksRut5tOJxoNxYyn7v0VVq+pxJOPklReu25N15TTv0qWxkb3zMsLl8WUy6hPJfvkYTTONrqNIB6mDvm9mgjosRLuhyMueaoPs/7djXQBG+T7K/YYhBpr/vGZjP0EAypv4cXrZ/UkJSp+8uiRmE/OixrXDAsq5+WP6wiWvyytEF8Kgox6FPQZbULlLLpZ80LFGA+VXJb+dr9z/NCN+62aJ/Jxyez3Q5X1KlXG24ONG4/Ose0Knpe6N29LPz6XrnP8bBX6SrqJ/5ugF9d0pCBzz2c3m7wLAoKAICAI9IAA3QNHB+YKhQfn0K+SVk5VkiwICAJjjIBr21W7BTzGwAjrgoAgIAgMBwEd51kuzjmLsyppZdUh3wUBQeAqIiAewKvYqiKTICAICAKCgCAgCAgCDAHxADIw5FEQEAQEAUFAEBAEBIHriIBsAV/HVheZBQFBQBAQBAQBQeBaI/C7LOn/8Y9/ZCXJd0FAEBAEBAFBQBAQBASBMUZAPIBj3HjCuiAgCAgCgoAgIAgIAr0gIAZgL6hJGUFAEBAEBAFBQBAQBMYYATEAx7jxhHVBQBAQBAQBQUAQEAR6QUAMwF5QkzKCgCAgCAgCgoAgIAiMMQIDNgAP0Zy8i83zPISK5sujI+mCgCAgCIwXAuebd3E3X0kWEqpKWoUqlExDQEDmxyGAfC2rKGAAUuebxKT1XxOHlwbXGA6G803ctfCbRPPyALy0lpOKe0XgHJt3JzF5dxO5a6leq6iynNXfA7risOnolUjPuIND5eMLyQgPNab4dwCU1y1fpWwpWq5+dPih/FzOVBue4+1r4MG9KU05hF0oTZXmtHL4yqWVoWetch5ZU/gM64Mr72QF/SADg55ESvNXTTetkseeBBuNQla/DOgc4jYvr3e8jpLOqQ7yAgYgVVZH6+QCFxf6v5PWKZYmc0CujsfxpkSdaXYdM7sJfhcXu8DzMZnMxxv9q8H9+Vu8Rh3149d4O/IW4Dk2V1l/3wWWUkZP1Cxz7VinaN1yglYdqN+KjCHKRsp6acdux8OXWEcLJ6SPdmewvmrG0jk2n5+i9XjOzj/It/MOTpd3YzlOWmD8RMbfErAb6c6Ld4/ApANU2z6Atv9C2B2iyfTI7vJOGldOK8hXqB6yV8kQX4KDOglj8aBknR2FeYAmZwVy3A6kY5dPO30umObQvniHR1aD9dOZ2Dx60sLp0mRlnt9+uBr/suH+bMuXk5fma994HSWdYwvU11tBA9CuY+reA9TjT0VXNtFKZTNZ9ae2Pd4G0uL6sh5CfLirJP4ePR8aL51RaDa9ZLUW5Q/JEbNIE9IO6q0TtK05aQ5tMxFYqxG+ovbxVabumAl5GHMEzpWLaAtbLeD1qFuAZIQc1xHbcFO3UD/+VGwiJiV7vIwn8YxLBsdrPDjZxTJrw/POKTBT04YU0Tdphy/x+sFWhRO2IRz4nXqEd2xwT9VmgFhePf6Xd9uwhj8jp9v2npYlhN3hHnawjMWI0NzjVmpBYNEK8RWqB8BcmxarNuYJy0nb2vNAkmPoT0qeBBtdP9Ox6kMv+jzSt2bRVUpX56BA7bO7jOP1l2w3LYvHiFZqftSG7w6OsT5LRruZu3LqvmrJOf3ZEjeYN3u8jpTOsQTq76UnA/Dw5TqOlxcjpUarJObdUiubrI54jPVPi3qVpjr/KosPdNP4wCgiZBk+XHrHWH8ObCk5SFnrgXXaOtG8pmRivKplcAavUWeLt3fcap0VtfJmWCtqly8iwOpOYZiqQD6MPQLJth5NuHj9tpgxdalyz6BmeU1O0TGTaCZfZrH0ONIrxquT9sAoI8t4d84/4VjRPERzCcx4zKxooAlqoqjfsgy60+fR1vakG/qRtG3CVC/YUWkfrYSqxZf63Es9c1hcJmND63cyOJN5IKlr6E9T9/Cg7vGIxoxUoc9t72cxXR0z4H+YW8QydrCnwoFK8Bjr/Sk8ekeGuvEsZi80/Axcpa9l+nNG3mi+9o3XUdY5/bRiQQPQrDC0IttbvMAFW/WqrQET4za7jmNkKfx6sj2jOv8xPsUTg5uWRSMkLltBBflwadTR2mJbM6ojME9EpGD0QKWyjNepGmYy5aW8bmdjdTurelgKIaqH86WKsrpTGDLa8ng1ECCv2MwT7dWifoh1vBzl+NHYIIvgV+OjQFM43r/D5izWZ3Ydz3lEZ+4xWljHLOmcpVM1drH5HKetx5jjXpqsrecC7PSU5XwTq+vHWH4S6ZIIiwdb0QJ5dxk7S2xxTHoGZvuXbDhjzEa1c+yUp9MYCx7uXFo8SwZfcRZeT/zR/zC3uAxyx+5NTmKWZDUuSX/2IX0lQ+gk6RNubGgV+rwnXV1C/DI8it63gQ2NGztneIyFxuuo6hxXvpLvBQ1As8LQ2wKn1nKejK4lxN6yzK0Dl7Mp3Ir3bty0Xt575cNTl+oIO1gyRu3kLNa1m8GTOe9TjiFrvAWKTFlMyubP41XSRw2Bw70dYGcpOiyh++FOshIZNXYBviVL3FEsWi6X5L3bQbJVeg7a5U3kpng0vQjVoRg04ZtdB/IQHuLl+gyePAKLP9QGwfCMZe0hQircgy0AnQWetWVLGIWwi7YMd5Yib6Ja4CbApmjFSR6+QvXE5TwPKh6TYizbetdHGbQ8bMVTZmifeJ+4gBWfWJU+70tX5wBRikfR+xaaZfpzbt6s8cr716joHAuFnl4KGoCG9hzaemQlp1ijlVESt2Py5v2e41PPRpWHds98eGipT8tJ4Ha0xW05PbOK8e/Kc3gcjtuK44WoYFlMyubnzMnz6CNwiL0dtx/uYnlnj8UNjaIU7qKHKVUPu+ebz7FTbyE5u8GVrYlH04tQ3xik8sr7p2ibGLUpUDievVj1VF7Jp2Tx+S6OXzQGnYuF4S9ry9bNz7Djh2Z2l4G68R5m0crgS8kcqCcLE2WkcH5oC5Pv4mQVHP73qUdPsGztzLjj6MLvXQ6x2peu9hB2vYooyqPo/TSaZfpzRl5lHLppZrzaNV6+zrH56fWtpAFISk0Hr+4sRSs/FzTVqQuwk+r8BcqEsgT5oBVToqjUhBOiRe7e+g6es7u5zjebLF4xVJinTeHREwr0nU0MZpV8iCZtT0UegbiespiUzc9Zk+fRR4DaN461NexSXw5sBZpsl/UbLXri0A4yGmLPCcU5uddzkPeObZuW5tt4/0zQoRnn2os4YwcjlqaeXyBgZDkLQK13jAFFk7h5jmoJYsc4UZ64nWSrWS0cHVoUXxztzFhGKZEpWg+rUj0qHcv63qjoH8IjOaWnuSbejIFchT7vV1e7WEZtWKewBUorw2MKd9Pn3UquyXuwPzs6J5Q3SjMH7ezxyrG8bJ3Deenv+Xc9FZ9r46R1F7Ozd4GTd9hqvcbs7CTWidjysnViz6avt3FUPhW4+i7zdJxdzn3jdFSl2L1oB/jQhtjk0qS62qDeamEZr12i7J08ELv4NDmLSc0sUG/h5BHLUvSRVu0nt3CXTmmxMsu7FypQnDyqd2dNPeTlyMOEy14kP6tUHscIgehQxIPHDs9TuPegjvXnm3g8x+JWnVyX96rHjro7VDFBXo1sPg+bS8r7d5J1TDZHECpP4SdtlW8Kj7ZoPEVjja5n6ZFuTrVJspqMAaybMayT6OQ/GV62HqHxGgXqU7nlxYhvQy6EnTbo9NUs2hsaOxt9tArwldVGdA1MfPMO6XXSfXRrgVr8f4LRo/p6sDx9ZWQb4C9N3KezmOQKVnnTTL9z24HCuMvqc737VU5XuzJz3Q3QHJB4tPN45GW53p/D41Yds2puo7F2HQ+ChMaN2wahvG4bsPHKyFy6zmG89Ps40e12uy6RiYkJdfrV/d7fOymw57h1kj7V1x/d61RaMLxOrS2yXl0EyMiiw3SJAdC7rFXS6p0LKSkICAKjjgD9QQ9u8pXfAh51CYU/QUAQEARGGgEd21nNAdoqaY00aMKcICAIVIxAb1vAFTMh5AQBQUAQuD4I0J2lVe1NV0nr+rSASCoICALAELeABW5BQBAQBAQBQUAQEAQEgctAQLaALwN1qVMQEAQEAUFAEBAEBIERQiDTA8gDBUeIX2FFEBAEBAFBQBAQBAQBQaAkAnTAl9t2cgikJICSXRAQBAQBQUAQEAQEgXFHQAzAcW9B4V8QEAQEAUFAEBAEBIGSCIgBWBIwyS4ICAKCgCAgCAgCgsC4IyAG4Li3oPAvCAgCgoAgIAgIAoJASQTGxAA8wOrEHbQ7JaUrkr3Txp2JCVBw5J2BVOBjIiRPKM1HaxjfRpGnYcgtdQgCg0eg075Tme6pktbgJZcaBAFB4DIRKGAA0uSvDSQykuL/7rTht8dGxVjI4oN/76D9wxpu73fVyZj3zVqJtuB0TDHfN5PWy2/V9EI8UF2sfek5s41DdCStGgQ6aN8ZxzZw+1GRhZunnx+sJrqG98vVAwARNuq7Q5/KqTzVtEIhKmwROTGxCuIw/melObyqTB3svQIeLnLd48EjJhhK47Ry2sHiy+FZ1ZVRj1XOJ0/M6Pg8WDI5OjB2DGTg0ZeUg6DZF0PjW9hqQ19/ZqJl5R0nncPE6eexgAFI5BvYONNGEh0hVv+9b4KrrISJeWx136OULZUUHsIT5+8MH48a+HZ6CNX2VAXntScCJQvZ7Xz28BWmhz2ZluT4ymbv7OEVGmgcvcKef6U1mqJ3fsWHlX2tI7pdnG0Aaz9kLRaBg1WacBew7UozvxXT0DrnDBsNoEGD9eAF1rCBM9JF+7cZ/Q7azz5g48d5l9oA3+1FZHcfWIgXTgdYnU4WmAqLaWdyUu38EMb+y8QDAayMdJxWsB1CPIfqKSCP4WWcfmtNvDfzWncfK858px0D1eriUDuPE3SjwWu4P9s8BvKOjc6xJernraABmFVFtII5MNuopNzcVQ29J6uqxJ6I8rWTlb69BcvLOROEa6knRLMYZd8Nf+RFILpHWJsm/oxi5vVOoBRpVot6tFYaodUyr5PLanglatFzFl5WXSQPq69HvGqLD9H48KvH08v5nRi+x8XF+Qq+d5Rb6Cf8tAG8GicLkCbTrcQAq31zGzj6iLOMNprfogUlTbo5/8joO1rB02YNnV8/ALe/0QvQ6W/RMEUPXuDVw5+Gu/gko4svIokfS95kganGk+E1+tXtvBgvpkN4hNKInEUr1A45PIfrCcvjiHeFXrkuJrFsHZjME1E+a05MwxDGOJ1fvgQQyOnPVskyeUdV51gC9ffSpwFIlR9h7Rnwk1pBbSFR/ZSmjawPG2d6NX+2gQ8LxtCKyn68H6dh7UW0feKU4xMEGToLH5hHssDk4cWohuZ7vtoj3p16U/x6CWV8tFfLylPhrv5VSadOLmuK8hHWsvD6YQ0wOHMafeB18GINR2aijXnR/G7HXp4zbMBnJMYF5KE0AslWHhkNeLXnMcJLE72UAspYa3yL/pzs5NnbRmPjR6VflFFpFiZnH3GkJDvA6gKUgTh8QW/jG2s75AN+VV7bedxfoQWm1nlkoB2t3Gc6Mmnn/nkO00q3QxbPIU7y5AmVvUppjs5OzROhOfEq4TBKspTpz0XyjrrOqQb7ggag8ZIlnrwkzqaBjZ8ytoOVta1X7Yrd2iIeNrbxJg6SaSTbNbVvcBuR4nTLpWQ9wsfYpTCPLeZxSGUt88GtN8WvS8zFhXnvDt5gGyu4byzi+ftYAZc9ouXW6VZhvWfgxVYqVvb4pShetjwL2EfXxVbxy/hADc2tjPaP65eHUghQe95+qj1Z1AexhhfRmKEg/zgOl3t5S1UwpMydNn5YO8LK0z77h9u/53/EBtYwTTsLtBj8qQm0n+EDGYjcEx5vxQ5Q3tgAjepQeiypb/7+Csi9+WZiAtOERawQlMsOr5Bs/yaleniicZlFy22HHJ5DtQflCRW8Smmuzk7NE4E58SrhMCqylOnPRfOOss6pEPeCBqAdG6ZiclzDwMeUAnsbC/EW8DTW9HLdlzv55jZSkgLQ1sb+CrYXEmM0cb/zjD08l+bXxcXxRlqej2l8G+9VMd5CsrJsuY9WXSx3KbwceXxtrPh1V1CsPnnsG4GDN9vA9kJk6Okxsx2tmmrN9yw2bpRjbbUHnLzSvm5UHCTy7G1jZZ/vLpD33sQkEwYHeLF2G0/JDowPdZFnOjGci9dXMiffgqaiFHtnSBjv+49b2FLxiqS3ktAMa8vWlOnxN5uWpx1CPIfqz5EnVPRKpZWeJ66U9KMnTJn+XCjviOucClugoAHYT40r2I8DbLXSzp0Q3EZyq+fBmsoY5NvKbuay7z3wm1WFFQtEB048GfNk9RTxfrLqcnJUiVdV/DosyqtB4ABvtt0+uI+V7Tf26VKTfSR/KQ5qART6Ue5kfVqYTvsZthsbCJ3roDzK+6eKmxi1Gij88IPei00TrvSL2fI1RKMFkrtYUrsAxhsf3rI1lIr9ZtEKtUMGz6EKg/KECl7FNHeMdvtc6FxFjIYpU5n+HM47HjqnGmwHawDSVk1jG8/Y/Xqd9mr+fX5qG4Vtl6rt1Ejgg1X7ziwySLK8X2Ux6pVfXz3Rlm8su7slbMqEZDV58n7d7eVB4hVtdyzEbtcO2qvZpzzzWJd0BwFqOytOjNLJe8zGg1NktF5DRgfFTpU5NESevbwtZOP9M0F4iYGlz4qY7wNCSY0HUycAMpKMPlKLJdZulg6gBWFVnnQfrUA7hHgOwRSUJ1TwiqVVOU9cMWguRZxgf3Z0TjAvcT8GOqdKkLuefwDtMpl/+90VNLobZ+ad//rS3G/0ji7RVP81NrqalC8fq2d/JSmzssJ4cOgFeWP1qvpXuvtdXi9/NnI59GN+Tbr5zSrLZDjb6DaM3BafTtmgrIaeU8aSo9vtBmlwHAw9I4f5demb7/TrptE7o7myzzPLc88InHU3Gug2PIPtbKPRRWZf7LnC6gvyfsj6iJZJywfWX/ZXWD+i/ExGlcbefcxSHgsvPuZYPb6y1X3j44F0DPtn4cHGHn338JeLB8M0xspHy6o3wTjBKpvnEA+WnrF0GpN5rB9dXWeEcb9z/Hi/dfOZ8vZvEGM7q7wVQoC3Bx+DaZ2j5zMzJnhemkZ5W/orpjzJOOp2u5eic/y85X21bbtud4IKuAYlBZl7PrvZ5H1kEaDV/zN8ezbKMWIjC54wJggMHAG6B+7N/Wq2DaukNXDBpQJBQBC4NARc226wW8CXJub1q/hglcVB0lZTo6LThdcPSpFYEBgwAjrOkx8I7r3CKmn1zoWUFAQEgfFDQDyA49dmXo7JC7AQ/zkFQZ290wAAIABJREFUClDmpya9ReSjICAICAKCgCAgCFwTBFwPoBiA16ThRUxBQBAQBAQBQUAQuL4IuAagbAFf374gkgsCgoAgIAgIAoLANUXgd1ly/+Mf/8hKku+CgCAgCAgCgoAgIAgIAmOMgHgAx7jxhHVBQBAQBAQBQUAQEAR6QUAMwF5QkzKCgCAgCAgCgoAgIAiMMQJiAI5x4wnrgoAgIAgIAoKAICAI9IKAGIC9oCZlBAFBQBAQBAQBQUAQGGMErpEBeIjm5F1snvtaK5Tmyy/fBAFBQBCoBoHzzbu461dMpSuoklbpyqXAgBCQ+WlAwF57sgUMQF/nc7/R+yQm+X/NwwjcdFqcZOA/38RdXnZyEqk8Kq9bL330fTOEe/mtml6IhzQ2k3c3oW3UHD4KYxaqX9LGA4FzbN6dRNI3Rplrt09nLbpIhiJ5feMgwkPpDIf+YROTfuUxONCssdiE0XwA5zPRjzZ753j7Gnhwb0rzl0mLsU8yeheznFYOtpn15JRTbPjahPF3KY8u35MV9IMq5UzzZ/eDXkGrksdeeRiBcpn92eXNHZNMf6hxlYzT2J5RDcXLsTJE/jJ0jitWj+8FDMA8ygTMErB7gYsL898ulk87kSFD5etonURpu8vYWWJKksCbXceMUx7PjSGUV3/V6XNoX7zDo0gfV009TY9hc3GBkwevMZunGUYOs7RU8qVCBM7f4jXqqB+/xluvB7vCuvoldd7B6fJurAtOWsD6asZYzsl72CRlvIQdl6fDl1hHCyekb3ZnGP1zbD4/RevxnFtigO/n2Fxl+msXWIoXcbraZUu3XaDN2VNt+wDa/sunBZrollKI6Io4rSC2gXqC5Wiuy2iTASKcT7rIHJRPJZ2j6rmA6fqTFk6XJivz/KZ5v05fAv3ZhYHGyEyGfpprx3pL2zInaNWB+q0pYKR0jitU7+/9G4AE6PEyFrlSwxza7x7Ba0NN3UI95pcU9g7qrRNbKYbKx2UzHqyVgGOpW0X4ioxPMnxFFT1v0opbrwysrRqrLkpn9bmriTyjLuJt6t4D1C3j2WIayqtQNWZuFfI+UgicKxfRFrZawOtRtwCnHuEds3CmajPA8Se2GGTQ5uSda9OicRfLrAg9nndOgZma1i9cnxy+xOsHW0NcvBEzpP/qoDlC/SN+suSNsvAf3bb3tCy5tA7RnH2NBydpTIimRSuEbaieUDkAWW3CZRr6c6E5iOt7vsMU0vF8LiCA+U4V0/VmF+rQpDMHRxYYhPPuMo7XXzKPcRaPEZG37jykDd8dHGN9luafAvVm8TPO30P92ZXL7d8032aNVzL6jpfx5NHUaOkcV6Y+3vs3AKfu4UF9J7XqzeTp/BOO67cshRdvf2QWKppACpKvxmewPusbFHrgnLZOIovfr1B1rcdY/7So8yl3hhmwetUBHw21Sj9NvJ6eSSxLosOX6zg2k5svU9TZq8PMV4l8Gx0Ekm09Whzg9Vu/MTU6DFucKGPNjHcrJf1SNK8yKs0iifSJInWI5hKUsk5THvSXGdSMAaiqOkWHeWp3lvTikRaR9jowaduEwyxaxsuVtTvho5VQTWObVU9Shp7S5ez0kXjLnYMcfa+8b3xeyNLxXLq8ueUY68+BLbUL1oblD+Fk+PPcIpaxgz0VM1CCR2U4rmLzfAqP3tHcZTyLBevlPFyZ52L92RWX5lu0HnvayzindNro6RxXkt7eCxqAZoVhFBn3mFEnPEEL65iN4/j46ogYY+WXdrD8hHsH3YbLE4TRUvUxXg73sAPmjbQGGKMbrRjJss//V0+2lKZqmEGk3NnqwE/jGJ/iSWAObeYVsfPb8ixhFxeZeU3JspiZcvI7dghQP5t5or1aNNFhHS+TILPRFud8E6vrx854z2C5TN65x4m+WTpFa+sRsPkcp6TIuZfG2YrNqLm/z7EBGpFROsKQJN1owmIucNKqY2eJ6UbSQzDbv2RtGWM2TeuwOYv1mV1np8TUo9x/Ni2WRJ4rqx0C9fBiqXJW4ii95MxBrr6PDEZteJEcGTqei5g7t9RVPywyo3Cy8XMZHtW8xueXmMr1fCjanxk6dFiKFmRLO/Uk/palqy3fyPunPo+SzuF89vlc0AA0KwyjzFyPmavo4HjeWHm1+mJK0BhUhQVhtNRqy+HF8jZM4Vay35zU4HaYJKXck1UXKxq597NX/ixvvHqLsM01/qis7WHg1OT5aiFwuLcD7CxFIQizWD8GdpKZa4SF1R4T8pDnd+kyeUlkrm/II3aIl+szeEJ2YByPpxelAzeW+RY0sUYxdBmtMvXoCZaRTNzWlq0Si4fHcFrnoF3vpB/QolcvHI1HMUUr5sGDbSGePeVimqP4wPsEGdtsDlL6fgdLsYNCj6PSUlj6PmNuKU00KlCKx4rr7pXnUSlXqD/bzE49eqd39SiGOLVLSLsJO1je5R5V3r8uWefYovT1VtAALFeHVnQZRopaIUdKUK3EjquNa7L288/xSe8P2QK4HcZOLf5m1eUU4wGl7sEXJ2up10FgVooByTw8BA6xt7OMXbXQYYuvnT0WNzQ8borXRLFMS6AQi3e5XvYyef0cnBvvn0o28XhToPDDU74X6y9ewVdX1xXx0Gdt2fpo8cmH+kGy7aeN6yxaIWx99RgoQuVMntH+Tc9B7jhyDuMUEcfS9xlzSxE6Jo/rVURRHiuo2/BwZX5D/TkgpLIF7LKkT3bqLYTOkl2+zgnIVCKpfwOQtlzMMtRUTB27zrY2zHf6VZ0+UdKPnlAg7KwTG3OIZi/bN9GW73Nzp1ZqgEWMKCPUxF4YnjiTBZ7d7WVVV1TusGmf7qJOZq0eC9DPzDKFSjHLrEcSLh0B6lPLi058Cq3+Wd+9dCZdBkLGA8U58es5QnldulnvxvtnNt+Mh017zWbs4LwsIr1/jxZkcbgHeXLMWHd0o5pY4hAVmsQdQzFEK8ihh5Y6mJBhhAfrqaJNgsxWn+jgrCqgsWPmINq+q+8gnhfIubrZzLgTNoO9onNLRvHUZ+J5iQ5ARvFnZXhMzWumz6dquR4fgv3Z0TmHTcvWIM/5seknCi3SJ3lhK5escyps1d/1TYvAP53F5CSnRCsZHuentyvWoyx0LULsGCBP2ckt3KVTTIwE5TEqnX3OeZxD+6SFu7OzmFSV0XbxO2cCJRJzaO8uY3JpUl8xsbycOmmYU1GYxtwiZpYMD0RJ81FeHhs3qBViG3OVYpYvqeS4DASiIOQHj53Kp3DvQR3rzzfxeI6PMSfbZb2ahdA67/9QJ/3fPXKYCuadUleOxDeezE5ivd7CiXO7wGFTGzltRXoKj7Zo/Ee6hK6jKRSN7/BV6pW8c7v6HlRVjuk+WmjS9n18awulRdtKJPvyIjTfpsIALZPF9+ujlYNtJs855egamLw28bE40G+5c5DG9dMk65PUl9z+GGSy6NwSImLrc5rjkvCIPB55WT6vzeFxq45ZNZex/hVi48qllRg3U7dwavSDwoGNV3Wl35Ly/p0E9Mbl65zqGnCi2+12XXITExNqf9z9Lu8hBGjl/By3TrJO6YXKSpogIAhcJwTIkNpb5AZA79JXSat3LqSkICAIjDoCdPCFm3z9bwGPusQD5O+wya4SoJWz5UoeYMVCWhAQBMYYAR3bad+d2qs4VdLqlQcpJwgIAuOIgHgA+2g1azvEbM/2QU+KCgKCgCAgCAgCgoAgMAgEXA+gGICDQFloCgKCgCAgCAgCgoAgMEIIuAagbAGPUOMIK4KAICAICAKCgCAgCAwDgUwPIA8UHAYjUocgIAgIAoKAICAICAKCwGAQoAO+3LYTD+BgcBaqgoAgIAgIAoKAICAIjCwCYgCObNMIY4KAICAICAKCgCAgCAwGATEAB4OrUBUEBAFBQBAQBAQBQWBkERADcGSbRhgTBAQBQUAQEAQEAUFgMAgM2AA8wOrEHbQ7g2H+6lIV3K5u24pkgoCNQKd9B3cqUpJV0rK5lLfLQ0Dmg8vD/mrXHDYAO23cmZgAnRzx/VeN0hpQ5/bwvnow7MbMki3r+7D5k/rGA4EO2ncmMHGnjdFfS1Hf5voitAAsktc3ViI8VD0O/YNVTAx/oAPw8VlEvg72XgEPF2usK/poAbB02irS6ozTyqk7k1ZOOcVlBn9MguE/unxPVNAPqpQzzV813bRKHoffapXVmNmf3Rq47iA9xfQH6Q5Ld0V6TDUUL8fKEPlL0zmubOXfwwZgrYn33a46Ntzt7mMFDWycmfcu3je50ipf+cBKUINMr+H2fsIr8Y9n4zCBDgwVITyuCHT28AoNNI5eYW/ULcDOr/iwsh/pjC7ONoC1HzLGXU7eg1VSwAvYdtvt4AXWsIEz0k37txn9DtrPPmDjx3m3xEDfM/nMkU8xpdr2IYz9l0kLHbR/YDptH1hwFwScVrDuAK1gOZrrMtpkoAjnEafJeQFw9P3Kh1/7XDDNY6v7HtVNc2z+PNvAh4WJyjy/eQhd7fRAf3YFpzFyO0M/zW/FeouuSul2z7DRABrfTgMjpnNcsXp+73r+AYSD+2+/u4JGd+PM/U7vlIYulaP/VvZNHqfM/kqcR+Vd2ehuNJJywEp3X9FqdDf2N7oNRc984/l4HaYu83umaDb8jOpMZ4Y20eQyRfym6m50NzYS3oO0DRvq15FffdP8Gay0zJRgY2jzZRGVl2uGwNlGo0t9zvyOlfhqzNMYLvDPmzc9hggHGCVDY7mx0VVqaX9F4VSgpgFkSfOZqsQjn79NPbSUzmK6Sr3buPppRVzwugvQinnn5ZKPgbkgzjS8Bw8W6cpt/Wq6j9a7WfrdaQdVj5mHWFt45yyXA4cWJaewLctj1lzi1n3F38v0ZxeKUN9h7TOaOscVJv+d7A7+L+wBLGRW6tXXh40zbT2rlY1ne4JctAsfmAeRPIrfoPmeexa3oNfuR1h7BvykrHD6Risx5s3LqoP4JQv/qOFsqXBBDrDKvYPkQZjm/Lp1U9kjrH28r+XbX8HR2g99xDXWPDI7GCpvK+dZnq8vAsm2Xm3xIfBqr0+vxnCR7Pz6gZbQmC5QbdG8tW9uA8a7c/YRR4r2AVYXgKfVuWsKcFwuS1q+pG2LUbqNb6xNlw/4NfYIh2ml6w7RSrhJl0vSRuaptoiHje20RzRm0NGvqfmD6Xflsn7h2V7vZd6IGfA/zN/HCrbxRu3ll+AxnoN8c4m/qqv/tVh/dnE4eLEGbPwY2R08lXYTttGI0sZV53CJfM/9G4DK4FpJFG80GHWndqs8wscz820eW1tZWzUNbPzUhKXrVIxNtCc/vYYjcOVnaJpftzOY77Rf/wbbWMF9U7U1CCmfr+5Gsq2k8nM5GO1eH10Me6Uj5a4eArT1cPup3oaisYU1vEgHf42m3J02flg7wspTdyx72C2Td/5HbGAN0xSvQ4vKn5pA+xk+kLLmsUDuFqmn2qF98slH4x7J9m+Ql9jQjXLVvsFtXiBEy607j5ah65Yz30fulwyhs6RPuLGhrn5NzVFMvytcPXNLT/NGCaDK8DiIOagEqyOXtWh/ZozTYSmK91vYznAWkd49YnbNOOocJm/WY/8GoAJ/Gwtx8OQ01vSS3K6T4gn3V7C9EBlxExMoHgRLga4LiL2MuR4yzwDm3FgeiWl82+CJec9l8+fRA+B24AJFJMv1QODgzTawvRAFJ+uxte1fXY0YINpjgo0zZK7zYo7L5KVCNOGbHQGK0TrAi7XbeEp2YBwnpw2C0TCW/fJ19OkPZ6Ebg2I/TH8LS01RrB7LkU3LU3cOLU3WU47VN3qPvE9EsadmZ6foHJUnVF/zRg7xUjwOYA7KYW+kkwv1Z1uCWvN9tKPn7gBSPtpN2MbKvtmRpG+8f42DzrHlzXrr3wBUlFewz7dou12/0udBlsoY5FuvWSwmXrtC2ztqdXeEV6Fo+aOPiB2ROMNHn8GayU7Z/JmEkgS3Aycp8nStETjAm213bO1jZfuNZ4tqlIBKFmz5B8XK5PXL2DHeP5XcAMVsk8LWO8XxHqm/8MC/ZskX3rL1s+UubM1ORxatrLqJehYtSguV83M2al9rzadYsWR0x1HGHBUSpK95w0PY9SqiKI8DmIM87I3Xp1B/Dkii5l67LOmT7cYGQmfJRlvnBOR1kvo3AMk12tjGM3aPVae9mo6RO1i1TzwR8PGKKmdL1W0kNXAcSeLXGppPKU5v2vEwHmCVtoSiLd+Y39QgjAn5H6z8FLfR63UDTGa17WBiQYzB669evl4jBKivrdx34lNo9c/6ysjBETIe3PESyltUMOP9MwEjZlx1QOGHt+2guaJEK8oXko8mcWPAFaguWtjGITTkMYr1p49WoO4grUC5AmxeShba9ne3k2jsNKLt9aJzVIj5fucNl7aKiU9izFCGR2sOIsKmz7uVXJP3YH92dM7BqmUXkOf8yPQTBRfpk7ywlVHWOSXbnJ8IMc/uSRH93XOKyRRwT7CaU3nmdJQ+omedFOanXNUJG+vELz9hpStJ8qCLlZX8U2jWiS19cis++WWl8bp8Mtonszjf3W50CismHAMSPbhliQ99ci+RJzrJp04cRSfMisjnViXvVwyB7NPsqu/EY2zExOb9mN0MoE/OO+MlmJcOSZoTl9GvR2bKY53K52M7c1xWi1kmnyH5KM3DXyYtxTLXJ+wEsI9WqO48WqzdzG0FBuMwf9XiWpyaexo20bMJDY4duoj7En3PmgOcNN63MsskNdpPTv3WbRkmp5PH4pGPBc5vV90OoNuJ9QlD8tr8cuw4Do7Osdow3U9U/45x94NHecx4UDk4Tc+Y9lO5nK+ubTdBbLg2IwVHej672a7JO62In+Hbsyrvg7om0ImYgoAg4EWA7tN7c7+HbUgPtSppecjLJ0FAELgiCLi2Xf9bwFcEGBFDEBAEBIHhIKBjO+ObCPqqtEpafTEihQUBQWDMEPjdmPEr7AoCgoAgMOYI0L2m5h6qfkWpkla/vEh5QUAQGCcEZAt4nFpLeBUEBAFBQBAQBAQBQaAHBGQLuAfQpIggIAgIAoKAICAICAJXCYHMLeB//OMfV0lOkUUQEAQEAUFAEBAEBAFBIEJADoFIVxAEBAFBQBAQBAQBQeCaISAG4DVrcBFXEBAEBAFBQBAQBAQBMQClDwgCgoAgIAgIAoKAIHDNEBAD8Jo1uIgrCAgCgoAgIAgIAoLAiBmAh2hO3sXmuTSMICAICALXA4Hzzbu4W5HSq5LW9UB/HKSUeXEcWmkceSxsAJJimZycjP+rSmFVCtr5Ju4yHonf5mGlNQgxQWBACJxj8+4kJu9uwr/+yUsfEFulydJkleiJyeCCLievNZ6bSIZyhIWqx1kwHjYxeSmD3jdJcz4TTGz2zvH2NfDg3pRGOktmksvCNaJnEeO0esU2VM6Vx8G+dF+psoDL92QF/cDXpr3ynObParpeyaJKHntm4vILZo2bEGdqTLE+HBxjvO+zMkT/0nROSLhiaYUMQDL+ZtdnsHtxgQv13y5m1mcrW7UWYzUnFzXC7Dpmdg2P9LsLPM+aUHPoSbIgMEwEzt/iNeqoH7/GW58FmJc+TF5DdZ13cLq8G+mJC5y0gPXVjDEYzHuIJhvPu8s7WDLG8eFLrKOFE9JFuzOM/jk2n5+i9XguxGHlaYdNMsaWsJNBednSSRdoc/ZUuz6Atv/OsbnKdNguEpnn2jGmWgefoFUH6rciw5Hq5rSC2AbqCZUj+jMF2zYDi8F8psl5CbBw3sXyaSdjMVWUizm0L97hEYO4aEl/vjpaJ9H8dNLC6dLkaM2hfqbH4GugP2dxTwbjkjNiQ2NsxHROllhlvxcwAA/xcv0Yy7ttJHprDu3dZRyvv4xW5dEq5NB44Gi1nrficdK9yyE7jzeLkpgU/w7qrRNbuWIO7XePoMavtULgFnwW73exuZmsukfS41m2tSX/yCJwrtxAW9hqAa89FmBe+sgINvUI75iFM1WbAY4/+SfiUN7DPexgGYuR0pl73IqN4/POKTBT0+N66hbqRvjDl3j9YKvCCdsQDv/OtfViczmczZuq2/VepKPe4vVxHbFNR7JlYUcT0vEynjDrxKIVwpYMuax6QuXctHsPsvnzSjugj0qepK/oWpjuVx+y5pJI/3t1fZRmFmSl5pAcWQlLaw6l/Fk8RrTeuvORNnx3cIz1WVqEcC95Tv1XKTnUn71y0uLyNR6c7CI4ZtkYGzWd4xWrh4/5BiCtCJkijuuYW8QyTtExg4M64XNgS3kIyVik1RPzxqkVj+mgUceNPQUnaMFdrek8p60TvfK1ysdc6IeoA8TbKE6yGljMm6C8BrOGF8rs8h59+7So61YDdVViE1O4yodqEEi27qbuPSAL0DGY8tKr4WIQVJTirN/SBk5OBUXzKqPSeHfOP+FY0T1EcwmWQZRT3dCSd5YKbv8qjmZQszxOXMcals2C9zFblCd9xOTiv2lsi9QDpMslVA9frgMtzkOSNtSnqXt4UGce4lTleXPJMdaNrlcua+PY4IRsj3SxOYSX9zyrOXQHeyq2oQSP8Xw0hUfvyIgxnkXupPHUd6U/FevPgMYZu3meXXuMjZvOKdrUBQzATzjOVODH+BQbgHW0tiJvW1w7W9HMruPYGIyRwZZs1UzhUdspG63q4hVuNMj1YIkrYA9uB2BJjjcB1sCjfD7e68lWksrPZWW05VEQ6BcBWmnOPNGeK+rnWMfLJOANCKTbsbncs90vUxWUP9/EKu0ePHHGto+0m1d59szk6BSYe4wW1jFLMXFLp0rvYPM5TskY4V4as2XsFB/eK03QySL4pFXHzhJrI9JxMNu/tIVrjNmIw6kaZnzMMs9EnOzSihOIrtMORetxy0U0TZ9b2qknsYu8vqE/E87kRIj6hBsbmjuXMF2vMPcY3T3NISWAKMOjzEc2sEX7swrXm8X6zK6zU2iTU2/uGBsbneORJfAp3wAMbUOAbVekKiHjbwmxB++CuVtVgwUMNqKl8uxgKQ58nsW6XuqnatIfPIOW57SM2CnciveNeKas57L5s+jId0EgjcDh3g6wsxQF+et+vsNWOqH0qUfvWGxY3qo2XffgvmiPCVJhGb4aPXmjLbLYe6YWkKYsN6xIZgpTmcGTR2AxdNogsAxpU/ySfqcePcEykoWktWVLPPHtbHpXuy8us+Tp3HFCcij8T50k8XhafdiybfNQPbPk4XPDaoC4z1H8pbWT4vI6zHfeJ6LYU8Nb6bkkg+++5pAMmuZzKR5lPjKwqd9C44ZynoOiRxJdS3G7evvcDi/zjTHev8ZH51g4eV4KGIC0CvWsxNWKKGDERSum2IPHK3cbjKdZz8vs4IleSbPwoiSn8g4ee2On4kxWLM05PgWNybhU9FA2v1te3gWBLAQOsbfj9vNdLO/sxfG14fQsupf5PVn8vWMxan6OAnl5UPbuMlBn3jJG7Nx4/9Q3syidAoUfniYxKqzEKDxmbdm6C1lbx5KsO/UW7HMuWbQC2JrdmBgKXk+oXFwgMlhdfln6JT5qY5vz5o4x5zBOEV77mkM8FbheRRTlUeajNJq8rSmV92eTmxtxJm5Xb59zu8I/xgwN/TueOseWgd7yDUDM4bHauuAxc9pCrofiP5SRxxpFdfaIAROzEZvd59hsOicFyeVa38Fzdj/W+WYzIw5vCo+e0KGUWefal0M0aRso2vKNaaUGXhoY60vZ/FZheREEAghQ31peZLFclJdW+NGiKy89QPpykkLGA8Xf8Os5QnkZ99GJPf9WsvH+mcA542HTq/0ZO6COER3CI/Ed6zjaiX3ODrbQJO5MUtFCNg6rIa+Q5XWKDuSlttQ9tNSBAr0DkzLCg/UE2uSwaelX8joeZxjlQ0A3qcLBWSXQuDG8lZpLErLWU79ziEVMb8vTKdR4Di3DY2o+Mn3ereSavAf7s6tz8jDJGmO83AjrHM5mgeffFcijXP4nuKtibkx+OnGbUiwmkX6nHmGr9Rqzs5NYp/flZXbihizxXXyaXMKkOYm9vItHvDxMnllMKgIUqtfCiZ0pKUHegpNbuEunoZKvoCsYaGpon7Rwd9bQIqv/nTPpskLqUbuGddVF8rvl5V0QyEMgCjR+8NjJOIV7D+pYf96k/QrUM9M38XiuQHydQ32gr2pyArBuxpquTesLp+Zg3nMVQqLVg16l+5yJh01t5LQV6Sk82qJxHukAOmSWXF3gVF7dK10DE98oQfqO9BTdPkDxZLS1b3Sc8vBEgfok+/IiNN+GF63z1D2K6hN5hJL2JVnJ+3fiyuSjFcQ2UE+o3L1bODXYevgzUgz9lwyA01lMcsWvsDbYlZxLvALM9TCHuIT4nAI1NyWepzweeVk+H2kHzezSpFpc7F5cx4Mggf7sNkHOe+YYY+VGQecwdvp6nOh2u12XwsTEhIorcr9fn3daBT/HrZNRiqm6PuiLpILAVUeAjMa9xR62IT3AVEnLQ14+CQKCwBVBgC6T5yZfgS3gKyK5iCEICAKCwEggoOM+zR2H/bFUJa3+OJHSgoAgMF4IFNoCHi+RhFtBQBAQBEYZAboj1d3H7ZXfKmn1yoOUEwQEgXFEQLaAx7HVhGdBQBAQBAQBQUAQEARKICBbwCXAkqyCgCAgCAgCgoAgIAhcRQQyPYA8UPAqCi4yCQKCgCAgCAgCgoAgcF0QoAO+3LaTQyDXpeVFTkFAEBAEBAFBQBAQBCIExACUriAICAKCgCAgCAgCgsA1Q0AMwGvW4CKuICAICAKCgCAgCAgCYgBKHxAEBAFBQBAQBAQBQeCaITBkA/AAqxN30O7koVw0Xx4dSRcEBAFBYLQR6LTv4E6+UiwkRJW0ClUomYaAgMyHQwD5WlZR3ADstHFnYgJ0isT8t3owJpgdrMY8E+9jw/eYwCtsVo1AB+07E5i400buWqnqqvumF/Ee64nQgi+Ut2iaQ5/G+qUM8MAkzfVPqk072HsFPFysaeQtPbsKS8WG0lRpTovgWNjAAAAgAElEQVT4SXT1hLvwzqQVKue2iaZ/KXCn+qnL90QF/SDQpqn68z6k+asGtyp5zJNhhNMz+3MGz1ljMpMO7/ujonMyZCvxuZgBSGBNr+H2flcdIaZjxN3uPvBsTCao+S3F7woa2DjrYmu+BEKSVRAYNgKdPbxCA42jV9jLsgBJUaWMiWEz6qmPeL+9H+uJsw1g7YcMPRHKG0o7eIE1bOCM9ND+bUa/g/azD9j4cbgD/GCVDKEFbHvgAOnOBWBf6cwuuu+biEw9nVu19UNo+6+D9g9Mz+4DC3EbH2CV6eD9lW2WFlXMaXV+xYeVrHYI1BMsp+tZseaBUdCnNDkrkON+R/PTyodf+1xAzWOr+x5Nq8F8jVz0m55/1Px5toEPCxOVeX6LcnA18wX6s0/gzDEZGGMjpnN8YvXyrYABSEp1G42NM8dwmseWUWaW1exYx+ArH1dJ8rSQZ87OF6/wg/WG4IhWTe3EM2hvwWTUFyIpaYJARQh0lEvoJ/y0AbzKtAArqqxqMrUm3rMVVm3xIRpHH3HmqyeUN5DW+fUDcPsbbUhNf4uGoX3wAq8e/lThhG0Ih3/nt/SCeCWVTevOlf0tZJmkuq0XtSxkwB018O10RIhkM9gdvME2VnA/IjT/40ZqgWDRcvH75jZgaIXqCZVLyTciH5Q8CTaaKzY/qQ+2Tk+8b6G5IEozi7DM+SbKd2B2yRzPrQ8mwnl/BUdrL5iXN4vHiMCeO19pw3cbR1ibpkVIgXp9vIz7t1B/TskWGJOBMTZqOiclVo8f8g3ACNx4iyJVkW01qxX5tOmIuoN+2DiLVmb7SJSkk6ZWRKYcryTq5PFq9gwboJVdqF5ePuv5CGsf72u+lJvCDMSs+rLoyHdBoEoEkm08Mp7waq9PL0aVvJWndfBiDdj4MdMA4hRDeXlajYwZ4905+4gjReQAqwvA0+rcNZy13p4j3fnhWbIVmxgeRDJp66SC2/jG8jh9wK/GAEkyeZ58tJJsagJrfAtjWwLF6kmXA7YXsuRJ6hvqU20RDxsej2jMRN5ckzUXxASA3PnmCGvPgJ+Upzfb4OcUMX8fK9jGG7XPX4JHZTj+gHanhuZ7mlONZ7FgvRYTV+WlWH9G7pj04zE2OsfPfvbXrucfQHZR9O9so9vASnffvLu/+ytdWOn73RWgu0IFUmUprdHdOPOlnXU3GlG5rpsvKsPrDtXL88XPjCanr9JZmuLZU19MRx4EgQEiQP1aDR6qg48JM2bQpfGZ/i8wRgfIbhbps41GxGP+WArl9adpXDQGmj7la5BiUeM3wqex0SVVM5x/TIeYCpWOYvK7Oot45Ty66VxPRXIlXYP0MqPt0jI80K9bNlRPqBxPU2SpjRkPTvpwX3mfoPZnfCn5+fjg48ptN/7Onr2YeearTKEZrTgPfcuaK/N4LFN3XOHVfPC2DWt/LrXKy9J4WXecqHeTl/cv/e3ydQ4XrNizZdt1u918D6CyHXNWodbKchrfmj2ZeHXuMUBV2jYW4kDlaazppbydWeVzrfsoS1a9NoVyb6H6ylGS3IJAaQQO3myTiyU6tKTHxLZ2EQC0bWRiyc420GhEcXBlvA6lOeqtQK35XnvXKUYv3hHw0wrl9aeR58PEI1OM1gFerN3G0yZYDB3tFKzhhXWKwl//YL8y3WV5fABry5aY4NvZ9E7xeIa5aMsw9r5Nr0WeT50hRcuUizxX4CE8oXpC5eI0/VBrPsUKjvDRu7/vZB74K+8TXahNHdPvis41eTwOYr4xdZbikc2xpvx1/i3UnzlAGWMyOMZ4/xp1ncNlDT/nG4DKvX4UjkUysSWqrjN8NIac2zApXlaS4OhoYmPhQzp3iEZWval6SnwI1VeCjGQVBMojcIA32+6Y2MfK9hsWJ1Se6qWWUOMpZwFpGAzlDaR12s/wId5mNjF0Neid4kL7p4aDan+9PBv+srZsXaz4ZEWH2SLDd38FaCSHR6yTxLEUFFO2AArBeZ/aGg/Uo+K2s8rFxEf6QRunXEZ3XPVweKXq+caJOQOK8sjm2JFuhWEyx9ua6mXjhrMRHJMA1IFR3xjjRICR1Tk2m7lv+QYgamg+pWDVaef6lAOs0gm1aFX7zNxjxTt17RvcjmMcKIyCApmjf/M/YqOxjbgcLXjbq+k7Ak18Rxw800F7NadeU0cvv1n19UJLyggCZRCg8bFy34mXo9W+iRMqQ+yS8h6sWnqCPFNHzFBR19uYsRzKG0qzRDPePxM4ZzxSHeizIua7VWg4L87imSaN7XhiokncmaSi/LFHjbxCltcpYpsOIyxsY+WpOVHsoRUy4oL1BIxGqte0ndLXJI97+GI40Fq1OHypNBpLpt8VnWssos5LaJ5zshZ6jdqwYRYuZXjkc6yqzPT5QjVfvUzB/kyxlexKoOCYZNCkxhhLwwjrHM5mkWffzrG7T6zyRPvjPPbIjkcxcUlmzzyirPbYo7SVlSQGUCXrGIiYZhwP48ZLOPlMxRZPTr1cMM6Dirnw0eflM+rjNOVZEKgUAR1jouLYHLoqDi4eG07iqL1aY5LGfTr2Ko5xDOUNpTGZ91egY//MN17O6AmTNqBf4iHWYRSfabUV1yVMx5BO8vLH83Ps+HdGh2Ty0XJ0nuEv6V+cHqsnWI6Xcdt2QOAWIsvjs0xbMJkUDYf3uI3oO8eTv/PnJJZSY5lVJothp34T+2dld/JYPBq56JfXTSGeJt7WldkifsVfOHYch6hvWGON5+VYZn23oRsFnWNzVPyN+i7/N0EvrqFIlyV7PrvZ5F0QEAQEAUGgBwTo7sA393vYhvTUVSUtD3n5JAgIAlcEAde2K7AFfEUkFzEEAUFAEBgJBHSsp7nTrz+WqqTVHydSWhAQBMYLAfEAjld7CbeCgCAgCAgCgoAgIAiURkA8gKUhkwKCgCAgCAgCgoAgIAhcLQRkC/hqtadIIwgIAoKAICAICAKCQC4Cv8vK8Y9//CMrSb4LAoKAICAICAKCgCAgCIwxAuIBHOPGE9YFAUFAEBAEBAFBQBDoBQExAHtBTcoIAoKAICAICAKCgCAwxgiIATjGjSesCwKCgCAgCAgCgoAg0AsCYgD2gpqUEQQEAUFAEBAEBAFBYIwRuEQD8BDNybvYPB9j9IR1QUAQEAT6ROB88y7uVqQIq6TVp1hSvDIEZK6sDEohZCFQwgA8x+bdSUze3cSl2myHTUxOTsb/NQ8teeRFEBhDBPLGVl76KIlMk1UyPidDizxnLMfjmg9qnifWPREeqh5nEUn5efmBQxOSl/NJmDi8Kt7O8fY18ODeFOM0NOGH0jitEF8AzjdxN26nJhI1GirnyqPbeahwM5TsR5fvyQr6QQhru/b8tzR/1eBWJY/5Uoxsjsz+7HLs9mE+Joum8TIAhq5zXJl6fy9uAJ6/xWvUUT9+jbeXaQHOtXFxsYtl1NE6uUB7rnfhpaQgMBII5I2tvHQSghRgbCBdolTnHZwu7+Li4kL9d9IC1lczFo1qLOt8Ov8JWnWgfisyhkixLgG7Ea2Ld4+gUg5fYh0tnND33RlG/xybz0/RejxEpRCSl9ptJgcL1bYPYOy/wyYZVUvY8TRhKE1l57RCfOEcm6vrmNmNsN8FlkzfCZbTTC2bclG7XL4OpolbdZS436k54rTTp7NiDu2Ld3jEbXNPuxT/pOcs1ddPWjhdmqzM81uch6uYM9CfXXFDYzKUNko6x5Wpj/fCBuC5WqZuYasFvLYswGgFspl45pLtjFCay7W9Qiq+Osqrw6Y7XO+AK6O8CwJpBLLHls6bl56meIlfph7hHbMIpmozwPGnYhMxKdnjZTxRMy4ZcztY3m3DNefOO6fATE0bg1O3UDfiHr7E6wdbFU7YhnDgNySvm3bvAeoOFrpt72lZAMy1ySijBW76XyiNclu03Lp5O9BEd1yHsbNBGBq+QuXSLI3GFyXPMhatjjKHtlkwKC7teSCZX0LzR5RmHB6Wl4l7gaJ8h8aryj2qGRARzrvLOF5/mel9TXiMaLx151ht+O7gGOuztHAoUG8GO2P9OdSfXcHc/s3HZCBtpHSOK1Mf7wUNwGRrYereA7IAHYV+jPVPi3r1pTr1KovtC6UZznVHPm2daBpqdVSmM7M6lMvBDKpogMQeiRO00O+q0PAsv4JAFQjkja289Cp4GBwNpTjrt2IDJ7smbfDVW4+1wRcp9dPnepuRtofNhKiMSuPdOf+EY0X0EM0lRMZjdi2DTgnJe/hyHTDyKUaStu2frzCtNF8zqFmerVN0jKHDmEmXA3aW0m3Cigz/ceoeHtR3Ei9mioO8+SVr/uCEDtGc5V7TGazP8jnqGOvPgS3lFU0vWjil+HluEcvYwZ7afy/BYzzHTuHRu2Q37OKiYL0xA1fpoVh/diVOj8kkB08bZZ2TcFz+qZgBSCvzmSd6ZU2DDet4mQSNALQda7ZdVKc+xqdYmYTSIoajFZxe+QOIBrQeGEWEYnVM1TCDSJlFk0jMG6bwqB1tIxUhK3kEgUEjkDe2QuncIzG7juPjdcx647oGLUQG/fNNrK4fY/lJgTFnef/InaUNuwdbZptyGTtL0YQ79xgtRLIunaK19QjYfI5TMq44JmZbM4O9yj9nyEsHM8iAXdqp27F+pJ+QbP/2xU+IlstXbDRHNSqd6andLUf6812yZX/SqmNniXvCPDSG8on4osU97/+Mr9z5JWP+4Lwf7mEHzMtoGW+Usa76oWVT8/J5z2V4TM2xecSveHrR/sxgyByTKprGM15HVecwmXp5LGQAHu7t0LIvOngxi/VjYCfTOpvCrXhPxmUpI0014A6W4slL1+GWLv2u6Lorg9JUpIAgMDAE8sZWMJ22LJTH4QIXJy3U61FcnPp22d4A7TFB66RAnC5573zbvWzsWhMuN0QoRusQL9dn8ITswDi2TRsE9kJ1YM1IkeDKQ+STd+rRu2h3xPYaWVu2fbKWTcvD1//f3tXzxLFz4QfprfkTQCIFGpotNm1EBDRRhNJebbNIFFmaRBQpU6Ck2U2BxDYobYSiNCwKShsKGhqIlMvyJ7g/YF8dz3jm2GN7ZnaH/YCDlDsfts/HY/v4+PjMXn5sTnwp7y/D39HOqrOw8x4N8M2+VWGsj3xM3EEdBOkIXVXrixHJ9qxlw+pcSsaKeQ8r87S0KzSeTWF9c5Jqucv4+JoWm2PqNMxTAQfwDCdHjTQRWy0ux2gcnbDcBc76Fn+jMxn+Mr4Pldk8KvjAwx4YDonklSAwOQTy5lZe+eQkD3OmnKgtUErHrwIZ9LcHn3BU24c+RFC01dy1jyVZ3hoTgNqr6J96p+ssgNLerl3nmqxtNbcF9TV0Ch/ZlpPLRyskl40tc7bJmS3Rf+VkHU/tyDnlOlawvug8SaVCaC0rqKMdVURRGSvgXVDE2anG+5qk5uM5oIUxJ616gbLJ2xxL1iEf8x1AGqSNTSsRm3YgOnfB4pwZ1KzcV0bh1doRPrHfwro9aLE8QkajzK3ODdHJQ/T1W8vzRWIZulJXEKgCgby5lVdehQyV0wg5D5TnZP88B0XvHMfEau5eJB+cKSfRadR19E8fvumI1C2ib0X0+8oVjQkG9D1rJXmLVJmidBc1feRLi3jBRSpXdBetgFwxtkmaDkWfkuhWoB0drye2lD48/2Qei+bKeU8VLLkUF5o7Gusq1pc4Ap2sUb61rKiKJPPWEZKc1zIyZnjrMV+U+QOrFxzPls0JzclQmQHZpG2OIcxID/8Lt44Ts1+/taot4OXrGvY+HeDt2iIQf4W0p2rRp+6/mMMYfaHkLtNkKbx6jL/zq5iPKgJ0nLWjy9lV/TRE/CMJq/P4e3zMCu1bTXcL8/p3FRrHcJG1W8qzIHC/COTNrRaAI9SCc4/l1tFx8K/7lbgQdbU4Adhjc5kypFQ0MEvhrLWlon+XxhecVE/PXU2H7Er2WJvaU6Sxo0gvYOdwHy/oi0h6po+/MnSzMoz0JqTvy6e41rIoJhTh0T9lE22sI7lTCeinXra0rVqdxx7ZwfhrVm8ZydDYjDGIaYXk2omwVb/X6JKL3jn7bxHLlAqk5VMRq2yfpNqM6Y4cgOtVzKtO1zwZ1pmxpAake33RzTPXNXQuaWzx8cjXuUwDxwu+FtLw5Kdc9ni3ZeRt+Rq7hrf7NaxuzStn/PhRfggSGM92LywE5mSojNGZuM1hsox6OzcYDAY2kbm5OZWzYr93P9OO8ROeXrp+LylU5qYmbwUBQUAQeOgIkDN3sskdgOE1rpLW8FJIS0FAEJh2BOhjNO7y5R8BT7tGIp8gIAgIAjOFQJTbaf5u3bAKVElrWBmknSAgCMwiAjlHwLOoksgsCAgCgsA0I0D/h4mqzqarpDXNmIlsgoAgUDUCFRwBVy2S0BMEBAFBQBAQBAQBQUAQqBIBOQKuEk2hJQgIAoKAICAICAKCwAwi4I0A8kTBGdRLRBYEBAFBQBAQBAQBQUAQiBGgD3y5bycfgcjQEAQEAUFAEBAEBAFB4JEhIA7gI+twUVcQEAQEAUFAEBAEBAFxAGUMCAKCgCAgCAgCgoAg8MgQEAfwkXW4qCsICAKCgCAgCAgCgsAUOoCn2J57jk5/XJ1TMb9+B8/n5kDJls/Hp0QJsCrWtwRnqSoICAJZBPqd55XZiippZSWVN4KAIPCQECjgAJLDEDk05NRE/7ZxOhEUsrJsj1kQMrApDraT10fnn12s9AbqS5vfLfr/JDv+mJOoaY1bD4dU8mqqEOij83wOc887GNteqBL9Y7kTW1FwM3e6jTlj42fTiWxPNE94mUWf6Ix1Mtk2icmjdNI2k10N+fo4+Qa82YxthWEbXHY2tIHjtAJyUT97+eS0o7Zcr5kbn45BbmDB+snYyIdwd9AMviqAcbC9FLoRKNJH3HZQX7P5SkSNscDLeDv+Pp4Pxpx2SzeNbws4gCR2He2byKmhT4hv2lfYmHMZp3GoyGTpNdHdGJ8c5Pwt7a6gN9BY9LCyu8R27zf4c17Hs6UADmQ8l1InkfAcDHrAx1lb6AM6StHoCPRP8A111M+/4WSWPECSe6WnNkCRrQB2/8kZ22R0N7pOzJrxZiqaJwMcrpPB/YxdtHFDc6e3wuj30fl4hfY7qjSmv/6/uGp69F0/THCI5L9Buw7UuYFQ/fwGkf9nbiDJLGwwB+t0mxasDbiRosWLxkxMKyQXAnyC7eLFbgOpDfzdgmebO6YOqIDNYgu/mU1vWutdtJFfx+HgN3x7+lJS5GFciphUJgRy54aGKWifTrHN1uabNrC7FPsX02RztC4VXAs6gCanxc03qPNXTq858piNY1ByfpRBs3dAcxjKgV56xuQI0Yx3Bh2KMkQ7PEOuRJfYy2dGNynCKT7vnqPZO0S6vKzjsNfE+e5nnJJRfU7G+Ry7S8TD5ZjSAtVFvX0TLWQJ8XUcKkM6rA6hdsSEl/MFhL+PcBmqHxI95KYqBPoqLPQVX9vAt1nyAGkxVV5ahISyFed/cOMFhozuN7y56aHprWMW9P+9AlaeRI4HtwGnn/HtzddqFmmTpf/J1vfJCuDTlxaR8yY+MC8i6ufNSBdanPgGknRjtNYPo82iDyeDVkiuEJ9QO7JxH7uWDfRD87BKyFbyyI9pO1O7Gdc71alAjnUgiPHDQm1c2uTNjUQOG3vyZdgco2CX3p9xP2eqbE6izOg3QzmAp593cd58FTtCptesduTKa17E5ps6zr+dJEdYpz+6qL8hY0e7KR1FG2Bw08bVMJG8mz84rz9DFHDLo3mO3T+voh25cu3JaTP/TreX8O3NDQauXS3t2tDEq9T7ixqvv0ITV/i3v4jWb1rEdISSO4oxn9jwJsc9JnsgFxefDiHdI8f0qn0TRyP4QhtqlxFOXowNgfQoj4wQ2BwamwgVMSJbgfY7tmnihKOxiZ4/stLdiDYmtHHTi+wiOVlX/0Z2hWyAInmK7Q0YzhXnNK57tVAkNolz1Zs/jkXaz2nNFTwxQmpkW9JS/52LVlo7K1cxPka72H5dfcz2ScrpMdxZNjWzfp1j9yPwVa1xjnXAgsjA2CqTx/tFwLRP63jVpABO5LTThkr7OdNsc0ZCaOD4A8hX0H+9QRMY0Dv9r9nTZYPBoNccAM1B+iqqH9Wh+/qgfUP1+b1+TmnCW4/xUjR4GwwMWTLlId5mWbNZH9QjQTnD9J70rLcHSpX0bayXlsPW0ag4GNy0B3UDK6tcPUb4aaz9uNi8PO0yPAu2c4km78aDAI21ZGDfDNp1Pb5oCNWTeZiOjfGIVYZLKqeeZ9nWvSaYnva4NOtH9DStCJNojkTvqFzNXzXeYxvhnK8m3UqfYt5J13HiGTs5iOwBlzFTx4WJ652DFudty1WIT0wT6diLbL3uA5ft50xn9d6DL1+/MjaVz1Ffew8edt94qsnrIggUx95rn5TtbSY+TzqXp9TmFIGF1SGbyf8KRgB1VCuKHl3ZW1Jjx7uEZ8n5cORRqyOs0x/o1nWuC4XJN+COSuX5s1oWHTnUYflRaJ6j243iCF7u1nGMWS8NG5vvXU+hHf2wOgTaJRESlyyBdq7q8m4sCFCkHN2NOF1hCbvnQPdHFK9ebP2OI7kUQfdHzsYiaIBJIifl6Ok8GqN+H3SSm+qZpk/oSB+vvtj6gCbO8UedJVO0XZ8gEAaUnrGCDy2wj7Bu0MYuPtthfk600vvoJASZ9A5iQtHJ7NGpcWRL1fhxNj2rU4diQmZoJc0cchXi42inaLLIoTr96CIemgnHB3+jbGoXG8mHTtEcLa+3D+PylKRFOQSc9knlIlMO8WF0Qqm+MdD+xTTanHI6u2oXdAB103UcRpmRyXGMKjHO0OlDCF0fWH/VVMfAneT4l+zhD3Rh5sKkLUrcLT7Bil4URqJJTuUN3nxbMvXioiheDmOn+DKjyNvY94ubeFM/9+d0DatDqJ1t7LlMoXa8ntyPEYFT/Og20yR7dYzUQ7P7I5OyMEahhmelxp9r08MNqs5tizZ3LIWwEN9+5yOukmNmvRlbRHRSXOj8tBAff6V0I+X68p/k69bbML9N8R3Z2lgVsS0+WiG5Qnw87Zx9qfH2o/MwS+w5Gn+gVFhZD8aF20vFShDgY1o59my+qQ2O3nSa3CZvc0x5hn0q6QACoCRK7hnHu8CP+jfvYqciyZWj8vNd7HaZw8dBJ8lVmyFUUO1iAzQyzUW0vlIuovb4bXnW8a5dt746jnb29WTxsdvYz4tofaCPRmxH8xTb9OHJsDqE2tmOK8c61M4WXZ7HgwD1T5Jfq1lSVN2x+dDF03Q93TY2USqPJon8U+7UXLGfaaHdOAsFKifKlYOrPs6i6J9OnNMGO4owrpgJdfeAVN5CHn889sH+WpY2ymyxIcniDWIU5QRAC5JxuuIT30FLffgVnbJknNIgn4A+1gY26hNLB5+ID+n9+ju0610ka5769ZDtEr9dG8D4IeE0FbpYNidkn9R6yOysWisdef8TtzkVAsvPg/W9eU7sPlc3cnLiPAaek6Np0dXM9YlK0jN4ygOiM3edW+LmF7WiMn8OYHGanAe/1zlWWhauhUNuwMobNGllW8dvDLwifXSuwXA6aLljbAw8da6Ou8zPzyu9FNwbAlGeiSsXVfUTzxe7NxlGJJwZ2zw/OM6j0YPdYGXPHXrmc53TSRuSbTHw4vydfNK2ldypfDouZ3SvZVK2z9VvKtcozZxOZeF6mzorWhwTTddFK0euKCdby834lGrnt5OpPrN2Z49DLb/9nvcTWH64XU+3Z9dcjFlduS2EgHduDCybw+2Dmkts7BMno2/c43viNqcQIu5Kpm83GMxRNdufpC/uHK/tagWfyQNfwp8PZUPkBclLNUFAEBAEZgwB+t2yH6+qsYlV0poxGEVcQUAQKIGA7duVPwIuwUxVVT8d4AqjliUk9QUBQUAQeAgIRHmeSZrMSCpVSWskQaSxICAIzBgC9x4BpN3pBnoYlM3snjEgRVxBQBAQBAQBQUAQEASmFQE7AnjvDuC0AiFyCQKCgCAgCAgCgoAg8FgQsB3A+z8CfizIip6CgCAgCAgCgoAgIAjMCAL/88n533//+YrkvSAgCAgCgoAgIAgIAoLADCMgEcAZ7jwRXRAQBAQBQUAQEAQEgWEQEAdwGNSkjSAgCAgCgoAgIAgIAjOMgDiAM9x5IrogIAgIAoKAICAICALDICAO4DCoSRtBQBAQBAQBQUAQEARmGIEKHMAztOZf4OD2vlEYls+w7e5bn8dOX/rlsY8A0T9C4PbgBV5UZECrpCX9My0IiK2clp54aHKUcABvcfBiHvMvDnA/vh4N8nnMs3+ts/uGO39ikUHlMt2f/vet6zD0c/A5axnYhPsrh9Yw4j3YNnlzLa98ksDY8ziwObTGTzLP7IGk6nE6sf7KVvD3AKiu3f6+4bg9wIvEbrWQmi0uJ9k2S1Yl1y1+fgdev1yIpCxMK7KVpqqcVk4/ePnktCMpeb/d23pQttNsuecrGAdE09VnZWVToN3T+laljMPoNSVtvOPZIZ9Rl/dvaL7yMt5mQjbHodYwr4o7gLc/8R011C6+4+f9eIAAati/vMPd3R3uLvdxvTVf2c7YDc4aOne/sBPbXrsOOX+re8s4Jnnif8fL96m/LcGUP691cHd3jEbcb521KZd3VsTLm2t55ZPU87aP68ZxMl8u94G9bc+mUY2fdG7d3V1ivwbUnrIJScZ668jU6OwL9rCPS5qTx8uM/i0OPl1j/+04B+ItDrb3sHwc63EMbGmniPppOQcL1ZevEfl/AVoxAg3NJ7ZHxpzjtIL9EOATbBcvdltIbeKvHbDeMvtpbE+0OCuhknGn7NJ1f8RgRXh9KK/euNe38hLOZovAeM4odIbWajpflX1ajTdtofk6VTYno9TQLwo7gLdqm3qIw33gu8sD/JlGg9LjDHt3Yj8H5F7Ywa/jBi72vrAdNQAvn5zoobed5c1rkW4PsL0H7F92wNa9b6oAACAASURBVJeTtQ5zGJ07CYeOqp6ODFB5Kmu6g4/bneloAtWP3x0EsLXL2O487QdSKoevTQeRUT3CBfZWSV4tvwbIdfXJOwwtF/3H8S5vruWVTxQlmrfMK1lYXAYu/hZbiMnIXjTwPtmRkbH+jteXtMlI/27718DyYuR4LDxFTRedfcH314feDZ2uVumVFo2LGhKfleTR+tpYvHydlsVCRH35MtIlRKuA0AYtmzfvhxCfUDuyCZ+O0Dg2bWIB0e63itKngU1uqLGGjuGclrV/JHJsz3TAw2nvWT3DdueoTDhn1jefjDGtzBomdlUhExrPzm5I5+sCzUldxx77bL5Olc3R8lZwLegApkcLBBi+/7QM+gX2/m5Guy81qLeryQlc20QDRzhJzlRsPto5pJ0aiySo6CF3WOx2BeS7/YuLmt6Zu5A2dxIqEqF2EmvYbFxg70siNMgwXzQ2sRY7Vdf7lxFWLjk/AYdKF21kmexqu6J1JpnsslXMn8T9YNSNDEWQr+6/pN0Cdn6l0b27Oy2PCwv+zpaJ5B2WFqf7WO7z5lpe+XThpAxn7WmBKFHkXNT238YbrmjM4phtuGLVlFOpozs0T9X7M7S2wJzHceKwjEUjDHaNvnYamBhnX2hHqfWjgrQv02phWkdbrs2jj1ZKNdsPYT66pdEuXmivP/lk0K3GfF14ide1ozTymmE/jP2zifjsva53gb2M7dZlnquxvpWQMVljxa6myBYbz0C8PsdRv3RtTinpOz5fp8/maClHuxZzAGlnvvw+2lnTZMMemH8THd3qYxc1qC/w12EARxOVWtfS4x3Fhxtatnta3cMFeJndrgL5zk5wBLbrZJN5bbMBHJ3EkUsy8hdo0PY03qkmEY7YcKUObg37h/aRCpN9YRHLPr1UmaduEb66/zI8yvaaR4ayZB5r/by5llc+TbipKPoFGu/tMe0Q0or+nbVWsbd8DBZMTButvcU+9rBKkfStazVncPAJ1+Rc8SiNPopNW1Z/lzigMWk1f0w2Oo9466iW5vpRFZqXYJvMIC1a7NNN7uV+DUdb7PTCpsVFsPshyIc19LR7faiPuxs42uIbbdZ2rLeEzWU6Juzc0CrsX8DeR6q6bHcJEMrIeK9rbAmZp6Vq0fEcy6vW5wZwMj+P1b14bWa6OOfrNNkcJuuot4UcwLOTI+BoK074X8XeBfk3aYTLFGIBT5OYqllyf0/k/G0hiXCpvDQft+HkO2vpXS8zukZkg9GlwVKLI5fKMO9D+VdqoB5hKzkCjrD0SVrZ+0nxrUyBx0Mob67llU8PUlHEBPuXbifOEJSid/xo8RZ0ypvanC3oVIQoZYI7QxQhPMOXvWW83wHLx4scAnOjajCt5oEfQRNFyqGzKC/s/IpPR5axp/ONlP+nvv5Io6MFaGnSCzvv0UC6kTWOf3UldXX0QyE+jnaKHou0sE2vwXIiD3xM3MHM7aIocQV212fvq9C3lI1ma00VvGedRqHxHCtJG0TaNL7tRKeGx7SJYWs6APd85eNrwjanwv4q4ACe4eSokSb9quPJYzSSCJctzS3+RmcydkH5Z3vX5aMQ10sia7566n1B+WhQsQ9e1jq06zVzkczcJk53AS9f15STnDXMNpZ3BRbIoEIFCyfFt6B4Uk3lHIXnWtm5OClQ0w3ZrySfzy/L7cEnHNXiTZKqxo2tnndRAr0rIkjtVfRPtdX5PQugtLdr11msX5QhS/hpA5FgThKnqBYqXdd1/EuVdblu6KGli9XVRyvUDyE+nnaG/FoAjbd+no5r5CBzHSuwfzq3M8Z85HUus74VlZGvNdOB9+Sl4H1N0njmjXK0WVkomuoc75Gmk7c51SCe7wDSIFX5a5wh7UB4bh4rMwY11WO7VDL0rGrwVnnqR0hzggK17Y5SMnjqG/J56tDrhR28p1w+7xeMUX7iJ/37XRZdlVx69Anb/Cce4shg0oaiAAetavIlA6pgJL5p/4VYFCurklYxjjNVi8ZQaK7llU+Fsh7nQclGeU72z3NQ9K7gMbFTPx3900l4eoxFUcRlMznPSWGklyqNQ/OkCU25w3HO41kL6UdedOL7neUV0yLOFiISIkSL7CEjppzmJAXFQUt9wBCdimSc8BCfAu30R4CRDJYOI4E5ZGMLG0WF5orO4R7J/sUyxdHOxHZb9r605Pb6VkbGDG82/koL8gAaBMezZXOUr8B8F45lcL5ynCZsc7goI97/L9w+Tsx+/daqFkW49j4d4O3aYvQxwuo89lQt2qn/ihO5F7DzvoH5rXnl+NX299HAd4sWf4y+OI3oAPSTB64dP2+h7hd2cLj/HatahkbD+GpQfSyhy9RPlmj5MpSMFxT1u6SfgpnXElEa4j4u1Vqzhs7lPl6sriIq5nprB3IPW9f7ONRrU/wxxN953Samt2OwvYcHiqgcozzfNbzdr2FV9R/tTq0PQeiLY/0THavz+Ht8HJDdprUZqPsYi/LmWovORFELzsUCuXb3Da0yqAD22BhXw/wSvxzj/Ky1paJ/l8YXnMWFpPaU+tFRTRawc0hzch7z9Ew/RzMk3eISRHNLfdmvGtE8ifth4SmutSx2GeHU2Izl1txCtBaxTGk4yQ6azUcXrWA/BPgUaJfaEbJ5lk3QqozzSg7A9SrmVadrxqwfKrG7OfZesw1eQ+tbno3mbflaY9vVKeiPIAb3URgYzzY79fX138QniX56LvYHQvOV0Zm8zWHCjHg7NxgMBjaNubk5lbNiv5dnQUAQEAQEgdERoJzik82CG9wcdlXSymElxYKAIDDDCNCP7XOXL/8IeIaVFdEFAUFAEJg+BKJcTvN364aVskpaw8og7QQBQWAWEZAI4Cz2msgsCAgCgoAgIAgIAoJACQQkAlgCLKkqCAgCgoAgIAgIAoLAQ0RAjoAfYq+KToKAICAICAKCgCAgCAQQ8B4B80TBQHspEgQEAUFAEBAEBAFBQBCYcgToA1/u20kEcMo7TMQTBAQBQUAQEAQEAUGgagTEAawaUaEnCAgCgoAgIAgIAoLAlCMgDuCUd5CIJwgIAoKAICAICAKCQNUIiANYNaJCTxAQBAQBQUAQEAQEgSlHQBxAu4P6HTyfmwMlSz7v9O3Se3w+xfbcc4yV5T1qI6QFAUGgGAL9zvPKbE2VtIpJL7XuHwFZG+4f48fJoYADSIMvcojIKVL/nndQrWs0LQO8j84/u1jpDdSXMr9b9P85dvydbkc4xHhsnzrqyCtBoBQCfXSez2HOO7fyyksxu8fKsZzaVuRtatiGa25uG86ppOYb3xxxHvw9AKo7kQnpsmFcztSGmuL1cfINeLMZ25oQHqEy1aOclm23LZy8tIZtd49DqhBpW+65CsaBq08LCeOolJXPHAeOJoVeVSljIYbTWck7nh3iGnX5vAjNV17G20zS5jh0K/mqgANIFOto30ROEX1CfPPmG5aqGb2xuOs4HPyGz98qqdMI1W/w57yOZ0sBErTAbAC9QYzHTRtXG3OoFI4Aeyl6oAj0T/ANddTPv+HEtbvKK58WWEjOlZ7aQClb0QZ2//FtGM0N16AHbNgOMBnrja6p3eln7KKNG5qDvRVGv4/Oxyu0362b9e/56XSbnLsNWFImXJvxhpLwoH+HXDzVr28Q+X8hPE6xvZRuTnvNrgMrGkMxrf6/uGr6+iHAJ9iugAyJ1uO8ocVZGeVk3A0GPTSv/h0xUFH1usTW0XjdGO8p0zj7ZJy8AuM5I4Y5hm/IPi2ZG0/nfJ0ym5NRa8gXBR1Ak/ri5hvU1eSKdx+n+tg0BtLpYTt2KqoeteFl8X0njbKZk4TK0910uts33wcdMqd8kRHp4hy7S0TfHBQRArTAdNHsHSKx4Yst/O410f2oFzmuC7VyPafyZ+Q8Kaa32c7UPcXE7Dd5ml4E+ioM9BVf28A3hweYVz41mtF8YB6OshXnf3DjEpCcH77hWnqGulGXjPU3vLnpocna9/+9AlaeQMXMqI0uO/2Mb2++jn0juX5Ijp0poxYp7xr162akSwiP0x/ooolXseFZf9fObBYMWnY/PFkBNLYhPqF2BWTI0/deypU+KTYRj3Uc/m5FuKoXpo1M7Wdsn53rjWW7nesGEY/r2etgSNl43Tjf/cyi3j4ZY0KZtaHImhUS4oGUhcazU8U0yKPsk7OO+XLabI4p3fBPQzmAp593ca4NMDlMH4GvandLjpHpYasduvKw1/GqeY7dz+khDxms8+ar1JlK9DjH7p9X0W5Oueh6ksQDPtnZ3qAN2uVF76/aN0mbqw2XA0cMfPItovWbjLjepTEnT8tlDzT9PrNw6QL7micn07vXxPnuP3FOYKidDxObtzxPLwLp0R0ZJHw7sSIXeeXTqxnZCrTfOea4lnkFT4xMiyv8qyKg0bhGL3sysEjOjI7u3PzBuSJ1iu0N4MPkjxG0Ysm1u+Hb8KX9mlSGD4+0hvvORSutqRaw+jOkhxvF+GTbpTSn5m5xE2/qjohoImDIflIlZneN9SYhEFg3dB17HdTvA9f1V2iiix9qSSwhY7I2FFizAuwfVlGx8QzEfkgc9XP5IK75Oms2p2jfFnQAdVQsMmQb6GGQ7PLraH9lOy1rlwg2yNdfNYHuj3jHQwbrHE29pTUkrqfHOItPsIJ4UYgdsPSIZxGtwxYW4x1gYvxjgxBNLIMwEJDPqul5tAcaAC6jp5V6nSsn01vhdo4/FDoJtfNhEpJDyqYLATpeWPkQRa5o7GIXbJ8EBMop6T/Jzc3Ltxuj1lqujW49zW+z+SfOW1yg5lF0f7q9hN2Vnnlcqtuvv0Mbu1iik4CNK2V/0PmIK3I0eZTGPk7W7cd2pQWapc606+husPwhmrv6yJZkCuABFenUzoJDAZsWr9Lv4J/dczQ/xHY6xCfULk8G3nas94QzBQPiMaFOiCycz5vp5iCzPjC767PlueuGtQ6W1T9k4xUtJiNfG8ryeYj1i47nWHflhzSBH3NzWKJ5kfgggfk6MzanXAcXdAB1VCw2Zonz52Fm7DSX8Eyf0RCI9diIKYPVRql0HdXRDgdMve9iIzkaXsJuFBZwC+iTz13beqsjFOw15c1kdu6sXN+WkpPhFmrnw0TzlOvUI3D6owt0N2JHLhq7XbZ7CZUvtn6zvKdstGxSyidyUY6elWOTyMSPb+mlmkfqBnTKm2JC+XXRJjQ6uuOGmnQ+xefdFXxogX3EFTkEhiOdMJ7MzWLrA5qIN3VqX6e+/kiPKb140CYzTjXR0cSl3TjyGeliHP8a6kUnHmjfpM50iE/S1tEuR4ak6URu+JgYwMjtCtnPMrKOtG7kMColI1sbcsg+iuJC4zlGgjaItGl8d4hDlUPcNDdlDDBzvvLxNTs2h6njvC3oADrb+l/qXBNVgz6s0FUXsfmmDlrc/AZL13Vc7Y42qjTTDzNcyda8rlc+Xslxr3aOqQFPatDkNYxDUuK4KSonx43IeNoFMXGwl1dThsApfnTtvu2hmUTK88qnTB1bHDU+HZumpJ5dRhs8bmx1fl20CXXtPfs6+qdo6vyeRUQnxa4vahLmE7zxHdm68IjFXD9Mnf1eE6inH48YXxInWlFO2QYoNSb7iwYBPiqnzdPOK0PCdCpuosWb62jPMetjnCJSD7tu+GjbUUWfjc+0t9eGTIVH+IL3NanvCBTRaztgMmQ0dTZtTnZYVO8Axke+H/UP2lmDXCVddj/iH/7TB1m53G/i0P1GksHbR2e7g34cWUx40u66s+3+Tb0c+dyM9dtFtD7QjoHlF6odRTc9XgHtzlInkQZK8nVgGTk5bqF2Pky0yHKdbgSonzN5sDSG4kh5Xvm0aXe6bXwRr3JsmKOifupGz197Q1VqI6UV19E/nUio515fRRFXzARD3Wg8V7INWldlk8gW6I8VaBG3FqmieGRsjoNWyIkL8gk5jQy2jAysbNy3Fs6KPc0bPe5C9rOorCOtGw4mMX51nR9bRka+NijSesw7+DyGV8HxTLmV7CeB1IaUpVJwLK1xFK3der5yIKfY5nAxi9wPHH8AbTT1X2/QRH3QvtHP/Oopu2kP6sCA6MDRttfEAPX2ICXJ6fB74uV61rQxQLMXC0T12HuDPpd5MBh45bN5We30Y68Z6xbxq9vgsPJ6u23h55PTep/BzSo39LPKEky0wHKdTgRuBu06Bpnxo4ZofYB6c9AMlvM5NCUaGnOL5kdzoGfoYBDpm85ZkpmPXV6X60N13DaIbImBH+c/pnmg7JnT9nDdLCzIRjjl4204Hvy9hYWLFrNBkR22bRWnx/gE2/E2lgy8u8Z+H48r3gfGuLPHGV9/SCeuC3/m96OuGxy7qC+y3W/VSWy89d6Ql5azerwesX4cex9MmiHHiOPgsDnGGLf7PuqbaM5wOql+02BzUmnK3Zm+3WAwR81tR5GSyh2v7WryTDsG9TMV05N7JZ0iCAgC048A/Xbgj1dDHEM6VKuSloO8vBIEBIEHgoDt21V/BPxAgCqkxmJL/W5b9LuB7KuzQo2lkiAgCDxOBKK8zuTjw5FAqJLWSIJIY0FAEJgxBCQCOGMdJuIKAoKAICAICAKCgCBQFgGJAJZFTOoLAoKAICAICAKCgCDwwBCQI+AH1qGijiAgCAgCgoAgIAgIAnkI/M9X4b///vMVyXtBQBAQBAQBQUAQEAQEgRlGQCKAM9x5IrogIAgIAoKAICAICALDICAO4DCoSRtBQBAQBAQBQUAQEARmGAFxAGe480R0QUAQEAQEAUFAEBAEhkFAHMBhUJM2goAgIAgIAoKAICAIzDACD8QBPENr/gUObsv2xLDtyvKR+oKAICAIuBG4PXiBF+WNl5NYlbScDOTlBBCQdWoCoD8KloUdQDIs8/Pz6b8XByjtb00EUpo8TO74vhqDW2RiFqnjAeb2AC8s2VtnnrqjvB4Xn1FkNNramNrPRuUZebjFwYt5zHvnVV75tKgZy5mM2wIbs7NW1q7wdwmtecyrCcB5WPSp3b1MkgC+xvxpIZmiQR00vVv8/A68frkQvfDRolKjzNJbtea0aE5wu2fVN2gxmcGxpfasXSF9tF7jvtr66rEyihxV2pWsfNUM0yplHAWrCbf1jmeHXKG6Rhkb+8a84O8BTMLmONQa5lUhB5Ccv9W9ZRzf3eEu/ne8/B0/Z8MDBFDD/mUqO+nwayc2uMOgVqrNGjp3v1CaHQ2q1T0sH3O5j4FPFTve4+JTCrOylYfEuCyb+6x/+xPfUUPtwjOv8srvU7YytEnO5ePETlzuA3vbgTFL428LqW35tQM1M9c6CY3I5lxivwbUni4AZ1+wh31cki06Xmb0b3Hw6Rr7b9fKSDxi3VscbLN5egxsaSc+pIPmqvr1NSL/L0ALZ2gxe6BwXeWOGzmINIZiWrd9XDd8/RDgE+q/IvpovcZ6JadVDSI2Zo7RuO6PGKSo2q6wdehyH9db85VFfscK99QxC4znjKzmPDpuHKXzNTTHpsrmZJQa+kW+A3h7gO09YP+yA25W1zrcqTF3N+nOJt6dHKQ7fDPyltPuTEfAyNCZdSkamfIZWn+rocnDpG+WzbcOlNE5wgX2VmmnrGV8gYOM3HzHYNNJ4gVMFlrIjlDbv0SHg441dNQCadEwsKCyFzjwYs7Y0K4myCcUdYj5uHT18fburny0eARD93dk7J246w1JHh+ffByaMd/fqjDQIQ73ge+OnVVe+ZjF9bNb2MEvNmgXXr5G7eKvZyGOxl/j2LQtTuJkgC8aeL+zgNv+NbC8GDmKC09R0w3OvuD768Pymy3dfpgrOUwXNZBfqv5IHp++TAfNKurXl5EuubRSPgpXTSS+GrTsflhcBrRcIT52u1D/OfSxRBrPo9KngU2nrdQimDYzte0hexmXFbUrhi3UfD1Xwvm4gYu9L2nE2FrjUhljGj/tddRlCz38HvLr0Hi29T47wRHSsbL2dt/adLvn2FTZHFunEZ4LOIB/cVHTO1QXp2gQXu9fRrsvtbPhO9ML7P3dTMqQDPgC7T4BhyriSAsE7cZYNCzDxyVbmXcheeKJluyoL7EP4OWvYzSS6KJexC6wZ8jNZXDRcexS4wGdHAtxEuo+DwuGuTIy2+78yFw+5m5JRVuMqINLVx/vsrR8Oi5gx4m7BqkAH+d41O0ncU2P7mhhx/eflsOUVz4JmYvxPPtCu8e3xuYxaRmPv+tPqaOfWfRUZb1RiegskDOjozu3f3Gh6pyhtQXlICb0x3azjEXtACqe1+hrpyGRwdQhep32a1INPlpr2GzQZjOyreTsXTQ2Ga4uWilVtYDVnkaOpnrt45O2oTt//7n0MduO7WnhJV7XeCTH5hyy7VSX2SwVWuVOmaZVwK547b6mYV3XNtHAEU5UDKCEjIlNz7OFFr8H/VhsPIch8M+x6bM5YU2KluY7gHmUlBGPduaqajwZo0FNb2rpkczCIpYRG8ci7Q7j46BEBraLW93DhaaVlPtudJQusNCE5IkXqvRoaQE7HVs2zbuG/YzccVkpOvaA1vT1NYQFw1wZmQv8zSxImk6Aj7VbgmGwqL1LVw/voWiFdNTyW9cifPQRIR+PFpmxPlIkZfl9FLmi+YM9fOGB4UC5mZvLI81j1SDDTMu1dVRL89vsWrHz9vow3tgdN3C0xTePcQM70rT2FvvYwyrluG1dq/mGg0+4JkeTR3/1UazNt8rnxAGNiaox5WBg60BVyB7oI1v1rJ1ZN621zQbQAE7m57G6d4EGD3nZtLgI6hTnAo33sc0qIHNu/7n04TzHek+OEG3K4zGhch/ZXFB2d4g1iutQxK747D6n47svI2OuTfcxeaDvC4znRHN1YqCd7uRtcuOdY9NkcxJpR78p7QCetbQTFU8wBf4RtpKE41XsRVvysHSl25EzsIUk0nhH0beifyz3Io4islOqiEhIHlUWcJSKilGKjiuKoBmVwWIBT5MzMt2eX0N8yMfjUYM8Wpwu3Vv1S9Eqo6PFtxQfq+0EHs9OjoCjrfhDiGj+HKU7KITKF3Z+sbwnnpYxAUUYy0QuytEzosaskrpl8yqzwaAKFNk7gnlMTAu+Pg0gnc/wZW8Z73fA8vEih8BwpG3WVTzzI2iiR7l3GbouHcj/U19/pFG5EC1ybMnZfduJTkKUs5w6ORlaiQxR5Ao8nSTEJ24X7j+3PgnLidzwMXEHI0cyZNvLyHqfdqWUjJZdLaPDQ6xbYDwnasdH70dbsR+jAklxaXCO8fE1YZuTKDP6Tb4DSOCyxPS1Dhle2/lqpEncPgfLKWuJdvEOjHKA7u/PI489wIYVoCgdFUW9cOaCKdalsLjFX59DnseHmOm8IcU4QMuJiVW/DK1SOlrMy/Cxmo7/8QwnR/a4O0bj6CTODcorH7/EpTiqMe/ZZDjL0hwc4nN78AlHtX3ooK2LN9VR0T9VqNsvIDop9oa+XaSGfGfrx5xarw6+I1sPLXvzaESBfLTSTVT2ozcPHxsBRx8V6RObzLifF3beo2GcENlz7M7Kry4gYdV2xY4qoqiMll0tIPrDr1JwPBMQ/GOm4wagU9yCc8xEcPI2x5Rn2KcCDuAO3lPuie9LPgqN1o7wif2O1e1By51zxqUs2842RGrycIIj3ofkiY+1t5IEpVsctPSXjaHjVUumIB1edwE77ylBeNX60OUMLTrWKoNFxsiU4BNHZJK+DdLidON7Xr8srVwdPbiX5eMQe6yvCCMjl4u40w4/PqbIKx+rsAWYnbWMMaty1bSB1T+loOeRtQFRjoWRA0eRPXZ06WSvo396Y6jHxS2ib0X0e2fj0V/GOiQpFrSIGJEinw60iJuOIkK01HxgR1d8bsFBS31QEJ2YZJy/EJ9g/xFcPn1Gh3JoChS50WNKEyF89LgL2XZdP+9atV1R0Sb60C/Ojy0jo9H3JLge83lKPNDy0Hi2bQ6HIO6DJDUiOMd4wwnbHC7KiPf/K9Keon6X9FMw83tp9do+LpVtpdDoMf7OryIpprKdtKr7rmS7hR0c7n/H6uo8lBSNRokj4CgHkEmvvrD9ZcgYkkeXbWH+KNamcYwdrOHtfg2rW/Pqy6Lju023qslbH52kQnpDu5TLp3hBXxinb9E4vsPCAnKw4PrS8fcvlizOiNFtiA+AzuU+Xqzqvs2hpUj7eK+VoxXs7xDuJflYcIz3MU6kf/3WYruAl69r2PvUAnCEmrf8AG/XfLmoFslxPS48xbUxZimq4ZNRzwc+vvTHVPTzWlsq+ndpfN1pKkJ1KC2ko14vYOeQxms8Z+ijrUBbk9KwT5EO6jf3FAlTX68OsWMfya15B2ipo6u/mFe2huqzueiipZwEAHsa24gH/bIAOYRks50y5/SfVx+twiSu5ABcr2KeG0oVTdPjzh5nBF+RNYorU4Vd4bYRypanqUh5MvK2rO8za1A6f7j0D/s+MJ4zikdR8WgZJxzv0l8NCM0xRmfyNocJM+Lt3GAwGNg05ubmVF6R/V6eZwEBGuCf8PRyEvlgk+Q9C30jMgoCEQKUS32yOcQxpAPAKmk5yMsrQUAQeCAI0M/ncZcv/wj4gSguaggCgoAgMB0IRHmd/CPe4eWqktbwUkhLQUAQmD0ECh0Bz55aIrEgIAgIAtOKAP3GZVVn01XSmla8RC5BQBC4DwTkCPg+UBWagoAgIAgIAoKAICAITBECcgQ8RZ0hoggCgoAgIAgIAoKAIDAJBLwRQJ4oOAnBhKcgIAgIAoKAICAICAKCQDUI0Ae+3LeTj0CqwVWoCAKCgCAgCAgCgoAgMDMIiAM4M10lggoCgoAgIAgIAoKAIFANAuIAVoOjUBEEBAFBQBAQBAQBQWBmEBAHcGa6SgQVBAQBQUAQEAQEAUGgGgRm0AE8xfbcc3T6BAC/rwYQoTINCEi/TkMviAzjQaDfeY7nkUEbmWGVtEYWRghUhIDYw4qAFDIWAgUcQBp8c6CvR/S/7VNNxTUw+bts27nnHSjfTZNIrtm6YT5JrL4+3AAAIABJREFUw/jG5qudRLveKM9ZGRUmSifOfxQe99nWJaP9zqFj0hHZsqTIKbZNW1fyvdflcjUR6KPzfA7+uWPWnuxTLGtiL3LmYb+D5766Rtk2ErMDzsOif7qNufCgrBgeLgvZSEserw5ajD5OvgFvNhejF6H6oTLVmtOy52pZuWh/vW3pk6OrVmkiV1vfuQrGQZV2KitfNcO0Shkn0nEVMLWxtca6wSE0hkN0eDuL/thtjqHQSA8FHECiX0f7ZqA+Hx70muhucGOcx5+1HQxw8+Yblrwjn9U1+KzjcPAbrdhGujkWqeNuWe4tk3EQY/K7hUWMi385acvVpkG+AfRivZR+PTSv/mVOO9P/po2rjbnKohflZH1Etfsn+IY66uffcOLePU0PGCTrSi+yFTTf28DuP4FN39IuVuLxpuouadtyim1W1mt2saE3j6efsYs2bmh89lYY/T46H6/Qfrc+PjyC+vbR+SfVb9BDqoOWUPXtG0T+X6h+AA8Xrf6/uGr6+iHEJyZGzuZGV1OOrkFdzarjfSpit4aRqGqbLrZzmF7IbRMc61br0BgO0Zkmm2OpNMpjQQeQsVh6hjp7LHu7uPkGdcOh8FAw+BTZ5eg6kTHo4hy7S7QjjxcUY/fMPfi4XYd2u1GUc7jjGM2f9AnRpLI0mko8U3841E7TZW2ThibN5LUHWu9rmhznTbwy1s91HCoH19FqsYXfvSbOdz+z6IyjnvHK0z8KM63bBqylx6Dw2B76KkT0FV/bwLdp9wBpTBymA0jN9/M/uPF2Wh3PlqJCVVfXO/2BLtKxuP6unTjA/X+vgJUnUPtBbidOP+Pbm685G0XNoKJrSF81n1L9QLJaWER9uxnpEqofwENrYtCy5XqyAmjeIT6KGDmb3/DmpoemJk5XmybZck2T1xv3fSG75bORIZsbl+lNV94acqqj2XoTEwCCsMzYTp+MMZ0Te43y2dIA34dYZI9LPtZtfe26fAzbZYzOVNkcW6cRnss7gDd/cF5/hthml2Z9+nkX59p4h1oPzWcRrd9kuPRu6xDr5FywaIKKGiSRBhLiHLt/XkVRCxWGKOPQ+JTw0aRdJYuwqSgaNxi+dvFkT3b1N2iDInPR+6v2TSL/VakILZN/cRNv6izSwoq8t+uv0EQXP9LzOW/VqMDVP5YOA2vhyaH4sIvTYz1ykPDthEVjp19zmu9ov0PqEnKZ1/GqSRu1aPyTA3PefOWpm7ZbJMOsN5FkJ1TRKbY3gA/hY4KUyD3dZfVdwRPj5OIK/2qHAmnfpuKE6qe1sncuWmkttYAZdtvHJ5qL6OWduABZXVN+Y73LtVuWfSlsc7kWBdaQj8BXZdtpzSnwZ9jOEjIqx/EfdPouW1qA7wOvkh3rfoVDY5jTmWab49cuv6SgA6ijaXOY2+ii+YGOPPUfK1ORLTt6Y5ZvoIcBixBoKtGV1c3wMWuWerJ2zzAmHlGqp8dGi0+wAm6kbU5MRh3Jc4bcQjTZTm9pF+cGP0+7eNeeHm8tonXYwmK8+00WvtgYFnfIuH5kUMix3MWS1s3OaeLVq7q3daiK7kOgQ0cPKx+iqBb1LXbxubCzPTkA6GMEim5vdOtpfptDnPVXTVCY6cfcHJZ2z9HU4WcV2fNsLNbfpWN04wrtry2g8xFX5GjyKI0+MnbwrfqVU9/EOY25KdvCONO4hz7+BRCqH8KDSNq0GBv0O/iHsNV2O8DndHsJuys9eE00sSrYt1yE+73PsVu2fcnYSI/N5UIXWUO+8nWRNy5wX0ZGtX6d448/rF6A4QOtYo91j5q5Y9imM4U2x6NaqdcFHUAdTRtgoHZP/AiVlemcMUMEqzxkWZKonYuPQbT8g7H7XcKzoc+xLX1I56BOtqjk/G0gidgVjXYpo23v2vWi0cVG4rAtYTcKidiMCz6TMU0jlGZeVkESZavZC1LZ9g+4/umPLtDdiNMTor7tDufdjxWlxdbvOGd4JYnwZQRQeWaUs3cYRcVV3m9sW+Ijsu5GnBagNkqaAh+jFKk6xefdFXwgPzDJuYs2MuNylp368uNpEp1yjLQKymdTX3+km+lQ/SAe5P9ZtBI+UeQK7ZvUqfPy6YNO19PxRpv5aMPL97hOXRN+k7rhYyLOPdWnPMq+VGAjK1tDHBiVknGU9cvB+8G8cox1j27hMeyiw8fXdNgcj2qlXhd0ABlNtYsdw+6jaj5GrsoN/ozkJDE8yt7GO8kkYle0vW20jXZN9Pix8mCQGnujHj1YfWctSnb1xdYHNI0IpVXD3hlbxYUeg7oVovBAK53iR9fu2x6a3R8lci4nDI3qW09E3d7U2JGN9cPkYxL6+Ax1Fi1javV19E+90zl3i4hOipPzVtbiHm8z+tq6602c78jWVx+AFw8frXSz+TtzNO7iwxc52gSmqTTOPW5G13vEtSTprN2y51HIRnqYVb2GZGxnURknuH55oJn869BYD0iXGcPF6EyVzQmol1dU3gFUg1Yb2TzyI5SPzIc5OvGR70f9W1uZiTeCnGWb2gNOyVKAiM5zSbbifXS2O+hTaLreRaKbOqLZjn8n0aZLOVeUPpUuiirvSi+sFJFJ6MdtST5dbpNTEZwu6t4cL7sBf2b9o5x9dtxXFBNO7iHeEw6ZnDja/TOspk3v0232UVMUmTpPxg/lObGf51Bzgemi+j398CNRLR5nyRFmUkA3Ovqnk1L0uIqiWStmAp7RspKHkL5qzmp54mh9EkWiRVw7g7EkwfpM2gweDlrqo6ropCHj/BXlw1iq25Cudt1xPufZrVI20iN41WuIbTvLyJiZJ2yMecR/2K9DTptlc4JjOESHIzhhm8NFGfV+4PgDaOOt/3qDJjCgd/pfs8fL6oP2jX6mK9XX7/g9r+O6L8qH0/TdDwY37Xosb3OgxL1pD+qJDlo+W17XM5eV8+Pv7XZ2PfM5lQ0DNJsBvMx2EbZpPyDpCKrH3tfbA6NLDFFvBu06q4sYH1XHLqN6vNziAwwSEQwe+iFbX9NLMYjp95rJ+DIx0bQe2zXqi7o5uRQICrtgH08QK2Oe2eMnHl980PB+T+wGyc/HDp+vpm69JgYGRpw/52M2q+6J81NzkM8XWw9WRno75eN6s/ohPFy0DFzT+Z5i5ePDoaE6DPtcXXnbcd7n2S27HzBAMn8sHUPrl6E/w8Vo49Ob4x31R7b7rTqGjGkfgvfJwLHW+UR4qO+DY92yOUYfWvYpSCcFb+I2JxWl9J3p2w0Gc0TBdiIpedvx2q4mz4KAICAICAJDIHC6PYcfr4Y4hnTwqpKWg7y8EgQEgQeCgO3blT8CfiBAiBqCgCAgCEwGgSi3U3/wPJoMVdIaTRJpLQgIArOFgEQAZ6u/RFpBQBAQBAQBQUAQEARKIyARwNKQSQNBQBAQBAQBQUAQEAQeFgJyBPyw+lO0EQQEAUFAEBAEBAFBIBeB//lq/Pfff74ieS8ICAKCgCAgCAgCgoAgMMMISARwhjtPRBcEBAFBQBAQBAQBQWAYBMQBHAY1aSMICAKCgCAgCAgCgsAMIyAO4Ax3noguCAgCgoAgIAgIAoLAMAiIAzgMatJGEBAEBAFBQBAQBASBGUZgyhzAM7TmX+DgdoYRFdEFAUFAECiBwO3BC7yoyOhVSauEClL1XhGQdfFe4X3ExAs7gGRY5ufnk39VGaxKsb89wAsmI8nbOquUgxATBO4JgVscvJjH/IsDuPc/eeX3JFZpsrGcyTzM2dAZc9ZV17X4cR5Wm7MW5icy6fPkTG2nKd4tfn4HXr9cYEi7aOniUBmnRfVSnvP2xtrAvQWnmSQs7XaJGIEyXWesV1vf+QrGQQjrsspl5TPHQVl6un6VMmqaM3gtMp61WqG6Rhm3LdNoc7RCw18LOYDk/K3uLeP47g536t8xlvdWK9u1Di8+a0nGanUPy8daRroeA598CyprK7eCwKQRuP2J76ihdvEdP10eYF75pOXX/EnO5ePYTtzhch/Y2/bNwTO02JxVdVdTZ+SsRQ7MFo40bX09+4I97OOSbNHxMqN/i4NP19h/u6ZrjuXqlTPm3jBs0h06XDzVr6+h/b8QrVCZYsVp3fZx3fD1wy0OtpmtPAa27I0HLYRbGeQjjUJlY0HcZkKL8xZg4HyMxnXfs5my2/ue19C5+4Ud7pv7qhZ6X8P+Zbw+Xe7jemt+utbQQjpMY6UC4zkR27Q5x40jNvbNMsMeTZnNSdQZ8aaAA3iGL3sXaBx3kNqtNXSOG7jY+xLvHONdyJmOwJERz9vxWOXO7ZBZx1lFAUCG/wi1/UvTuGINnV87UPPX69n7ZH+BgwPa5Ua76KmMeI7Y+dJ8ehC4VWGgQxzuA98dHmBe+dRosrCDX8zDWXj5GrWLv4GFuIan8QKr6jJF1jrRJq7B3tHtbf8aWF6M5vXCU9R0+dkXfH99WOGCrQmHrz45w62i0qhfX0a6AAjRCpURNYOW3Q+Ly4DuB3IUL1LcQRjqMiUWLYTf8fryGDb2ILvuLSui8T3UUfo0sJkuUIRkavu1Tiwimq4lsf132vq4TG/ISq0hOXpS/xhrKNXPWe9+2utR5Pge4QJ7q7ROpZunHO4Pqzh3PDN1z05whHSsrL3dtzbd6bzg9mjabA7TaKTbfAeQdpIMsITb2iYauEZfTw4ahJ+AQxUhJGeRdk8sGqd2PHqAxgM32aFeYh/2bi2qc71/GUUTjPaJFNFNPADMYxRex/TsVdSARRqQkZ3aXmDv72bEW03UbclN5JDKfYUIpEd3ZHTw/aflMOWVVyhKxaTOvuwB+2/Z5pEzWMNmgxavyC6QA3PR2PTUTdstkDOjozu3f3Ghis7Q2gLeVxeuSRmOeHe0lR7Fpo4HEU37dUQWubTUAlZ7mjiawDIWjciWtuU6muaKfIXKRtdgaAoLL/G6xiM5NqW8tYTZehX20YENTmeYNYS3d9yrNfQIJ+r8vYSMyXq0gJ1f5KTryCIP0jj4PehXvvFcRmm/PZo1m1NU6wIO4F9cGIaDk77A38QBrGH/MI62JVXYjmZ1DxfaYYwdtvSoZgE7HattvKtLDHo8yaPJkjBgN/YAYEWW1w9j4lE9l+y19ChJ1ee6MtpyKwiMigAdLyy/jyJXNM6xhy88KStQbubm8pyVUYUarb2Wa+uoZuW3mXTXNhugMNPJ/DxW6aTBDOOYlfXT2lvsYw+rFNHZulZ2BwefcE2OJo/S2Meauv3YrrRAp5vgy/0ajrZYH5GNQ3r8O5JYIVq3B9gmbN/r0xDtNMccFxaxHN+etVaxt3xsnaREhaGykWQfuTHhTEGEeEyoSJ+F80Uj3Rxk1hJm6xUW2hlmgg21hrD2ebe56x2TUdYjE81kExi/ZuPZrAioaDe0050phdcezYzNyeoUepPvAGaOBzi5NFzK30b35PxtIYng3bHjBNVhAYeNCKg6R9hKwvar2Iu2+llW6o1j0vKahhO7gKfJuRGv5LsvW99HR94LAlkEzk6OgKOtON0gGudHbKcTKl/Y+ZXk291Vmq+UlbPMm0QuytEzou2Misolo5y9TnRacNwwHSRW1bzljhVFqihNZRnvd8By2yKHwHCkTSJjf1rYeY8G0o2kcWQ7ojR+WlHkCjw9hh+bE191yqNuQKfr6Vik/MvoeLF1dhsoG1H4SprzMRHnnupxV3ot8Qg00hrioalfl5JR1iMNm7p6x7NRK3qIj96TqLwKTMX1gvaIj6/ZsTkOBIxXBRxA2h06PGa1Iwo4cfGOKYngcbZ2h/Ey477BPjyJdtIsvSitqXZ0F87cqaSSkeNyi79BZzJpFd+UrW+3l2dBwIfAGU6O7HF+jMbRSZJfGy730Z2S92quezZn9kZwyMjGrY7+KZX1pnQB0UlxckQxJYBoMcZx/Jtuwn9ljsbtPiFbzhc5nX8ZHS921kJlWqfpuUbONtfRnmPWxzhFRB9pDXEwsKOKKCqjrEdZNHlfU2nAN1nrpJvm4wZQi6PwJezRbNqcLGr5DiDW8FYdXej8PSJC+Tb00YUvt0eHWlmnqMEeCxCH4LeShJhbHLSsLwUp5Fo7wif2+1i3By1PHt4Cdt7TRymr1s++nKFFx0DxkW9CKzPxssAYb8rWNxrLgyAQQIDGVibvjXb48aYrrzxAeiJFZy1jDqq8Pm1gQXlO7Oc5lHPINpdDzTMd/dMJbTrCFkWsls1Et/FCQhGFxMYBtGikCei0iAcWqVKSumgFnL94w5yk79DCZ0S3SjGffGULZyUQjSU97kqtJR51Rl1DbLIq2sTW0DIyZuaJHvM2k0fyHBzPls3hkMR9kKRGFLZHU2xzuH4F7v9XoA7oOOcSL1TOja5PX9xmd5W6lBzAHRzuf8fq6jz26HWjwb4oo93kMf7Ob2Fe/9JA4xg7rDmg66xiXhGgVL19XJqV0hbk1V8+xQv6Gip9C/oJBloaOpf7eLGqadGu9ldOsnl09BGxLlKfMZVbQaAQAvHX66/fWrUX8PJ1DXufWnQeh5q3/ABv16zcWYvS2B8XnuLamIMU1fDIqI5j/mJ+az7+qRdzntHPniS/REJ2hOa//qo/VuysFaWZdNTzAnYOaZ7HNoA+MjO+DL0fNLxyUi4SHe1rG6ciPHGifuzYR3Kncnlp0bbbh4eLlnISAOxpmxfx0Hab7K/6nUD1OtBHqWjTe0cOwPUq5rnhV1jrcVdyLXFqujbEGmIT4msK1NqUnmjlycjb8nkSBWhW1RyifnyMH4JE2BUbz9HGKJqShONd+qsBOfZI9+Y02Bwty6jXucFgMLCJzM3NqRCp/f7xPNMg+YSnl64v4R4PCqKpICAI3A8C5MydbA5xDOkQp0paDvLyShAQBB4IAvSzdtzlK3AE/EA0FzUEAUFAEJgKBKK8zyIfPOeLWyWtfG5SQxAQBB4OAoWOgB+OuqKJICAICAKTRoB+I7Wqs+kqaU0aF+EvCAgC40RAjoDHibbwEgQEAUFAEBAEBAFBYAIIyBHwBEAXloKAICAICAKCgCAgCEwTAt4IIE8UnCaBRRZBQBAQBAQBQUAQEAQEgXII0Ae+3LeTj0DK4Se1BQFBQBAQBAQBQUAQmHkExAGc+S4UBQQBQUAQEAQEAUFAECiHgDiA5fCS2oKAICAICAKCgCAgCMw8AuIAznwXigKCgCAgCAgCgoAgIAiUQ+CeHcBTbM89R6dfTqiHX1twefh9LBoKAsUQ6Hee43lFRrJKWsWkl1r3j4CsF/eP8ePkUMIB7KPzfA5zzzt4uP4cTbQ50Jcy+t/26eMcGKL1pBGY1fkWy53MoZwNYL+D50ndbRjTzSjjdDgP/h7A6Tbmxj1pDTktHdQwCi3gfZx8A95sLkYDLkTLKLP0Vq05LduWWfUNWi6ZYyyNDTzHfdpspK3vXAXjINRvZe1DVr5qhmmVMpbVaVrq29haY90ppgc377zgY9+iPwmb49Sp/MviDmD/BN9QR/38G04ergcIoI72zUB9Kj3oNdHd8BjH8lhLC0GgOAKzOt9I7pVeNH8GA9y0gd1/fJvGU2wv7WKlF823XrOLjWSDaZYpOkvxXDz9jF20cTMYYNBbYfT76Hy8QvvdenGcR67ZR+efVIdBD0wH8kfJUdpA18dH9fMbRP5fiFYAD02b0+r/i6umrx9CfGJitBBuuKVuxv1FPydB/w7HCbfW1bjS4rwBGHL10Lz6d8RgxToOB7/Rin1zg+VQD2xtuWnjamOussjvUOI8lEbBsZ5V0j8nzTlm2KOpsjlZnYZ9U9gB7Ktt6ld8bQPfDA8w9qQ720nULHOcceIrMz33dEdke+fWM3ncSdSA7/Ry6J3qaENBp27pGeoJspYMsJ4LymREJ7y4JEzl5pEi4J9vUw7IYgu/mUewuPkG9fM/uHGJffoDXTTxKnYg1t+1rQ1mHc+WooaKTkyj/+8VsPIEal3mc/T0M769+Vrhgu0S2npHTtd5KidIHqbv+iE5ST00rWb6MernzUiXHFq0OXXh4aRl98OTFUDLlcuHFsJveHPjl1vznIqr0icdR5FM6zj83YpwVS9y1gbn+mXZeCM6xKNAcb0y6wv1T6+J893PLOrtkzFGObNeRI5vF+fYXaKNRsF1bSo6rUIhQmPdwcY7JwP2aKpsjkOnYV8VdADTowUyxPh2Yu2szrH751W061dbdT6oWZkx4KPBe9W+SdpdFYm2qZ3pVRqlS4xrHr1z7H4Evqpd6yEKbVpv/uC8/gzxGuTHOEembrITv0Ebelfqw8XPRkoeCwJ58212cDj9vAu03xWbb4Za63jVpIUtWtTIUTpvvlJ0FsmZ0dEdmqOq3Sm2N4AP1YVrDGnCDyt4YkSJrvBvoVOStJ9T+j5afjyiti5aKVW1gBm2zMdHR9P8ka/uxpQd/y5u4k2dR49TvTU2FCH0rzXMFmfWL03LjA6pyLOOSKsqQ6wv66/QRBc/VN5DgfVLr7FqHf0Hnf4iWr/JSdeRxYLrmlbpgV6zY310RafP5oyuE1Eo5gBS+HPlQ7SzpsmGXXw2knXq6bHL4hOsgBtAVqYGfFwW79oSgx1P4mgy5Cl3jj9JSGEdhxRxyKVXR/truiOkZOk0ish3c3o3NYe5jS6aH9I2Yal8MjH9sYjWoabH3nNcwkyk9DEgEJhv/nE7XcBoOTe69TS/zRZRRe/0AmgXAuuvmqDQ2Y+5OSztnqOZhgrRxi6W6BRg40rNa3Q+4oocTR6lSY6Ts7Qre5M4oDFFZf8KUiebBX38CyCHlhcPYmfT4iL0O/iH8NO2LMDndHsJuys9z7EuORxxeow63q+ju8FtJ2c6znuSizbX8ZhQp0NMriJrg04byKxfsR5WdAiG80Z1zPWltPZlZFS8+XpTmtvDbWCP9TKahuzR+rt0fE3a5pTRKaduIQfw9EcX6G7EDtMSds+BbjFPzc9eGaEuNpKj3Iiuv0FcEofOM7vQkvQWW7+TPKWBkeehd1MDDFSeBjMkPuGCMtk7bR8ReS8IRAiE5pt/3E4XeomclKNnREqYnPa8WdqNo3nk0FAOGuXzHeJQ5fpRPq6ei9wRoUjVKT7vruBDCywfL3IIzI0q413VLT+CJpqUj1SQtnH8S21CtIJ4kP+nviRhR55aiChyhfZN6tR5+fRBp+uprafcxWhDnKbnaLrAYusDmpgWR4SPiTj3VI+7kmtDqqF1Z0RQl/AszQ+yKg7xWErGinkPIe50NnGM9TKChuwRBW+Szc+EbU4ZnXLqFnAAT/Gj20QvTviNEn97aHZ/sNyFHC7eYptuwYTi9cPUeTM+1BiSnk8+tRssaOBcMtmG1sdH3gsCCQL3Od8SJuO7UXOAnwhYrK15g3ocEVMLIts8BaIefR39U6R1ntwiopPiQmexllBlH239mNxeUr4jWw+tIB4+WpRTFh19/s4cjbv48EVO5y5GG2KW1unVaJoKIueU61jB2qBzKJWiN/gT5R4Mr7YdVURRGSvgPbzUU9oyNNZLiOyzRxaJydscS6AhH/MdQBqkce5NyoN2IP6jm7Re4I5CqvUuPrLfv+p3tuPfDCT6qeNFYCffo51um19O0QJDO7MgvYAcoSI1QfWCMoRMOjcl2T730dn2fREZEkTKHg0C9zXfxgXg6TaS4a5OJr/hXDt1oDwn/tEWE0pFuFjKhXIcmY3JLJa6rY7+6SQ8bTeiaNaKmZynG1V3VXNc84yPcY1IkY8VLeKWoxiiFcTDQUt9pOZx/kJ8fOLSe+oj1rmRXbY/vggRuKcySy7FhcaLHndVrA3xkW+yXnnHY0Ed4/Fe1/mxZWTM8GbjryD7h1Ut5PwFbE4IBNseGXUnbHMMWUZ8GDj+AAqw0d/NoF3HoN6+iZ/Ty027PkC9PbgZ9AZN1AdpFf7M76mt6xkD4qf+KXoxj14zeV9vtxkPosHaZHizsoSezTfVw7yzaWPQ7LEaVcikCNry2M+Mp9w+IgSKzLcph+OmPagb87M5SKdQpB+SScXnG7chsY5svsGY5ykGvaZlnzj/hE9a/37uuB5c3wH9klRixwwbR7o55fPTGvjwcNEy6qYypLY8wCcBierwfuFtiKapa9Js7DfxuPKOOxLIkt27NnCd+T0th3xs27jwZxcAFn9Ya4tqYtUxZEz70J4Lai1Wuk9Lf7j0v8d3wbFu25zAnDTGiL8/p8PmDIdn6ttF7efoYvuQ9HGE47VdTZ4FAUFAEBAEhkCAfovsx6uCKS859KuklcNKigUBQWCGEbB9u/wj4BlWVkQXBAQBQWD6EIjyPPVHzaPJVyWt0SSR1oKAIDBbCEgEcLb6S6QVBAQBQUAQEAQEAUGgNAISASwNmTQQBAQBQUAQEAQEAUHgYSEgR8APqz9FG0FAEBAEBAFBQBAQBHIR+J+vxn///ecrkveCgCAgCAgCgoAgIAgIAjOMgEQAZ7jzRHRBQBAQBAQBQUAQEASGQUAcwGFQkzaCgCAgCAgCgoAgIAjMMALiAM5w54nogoAgIAgIAoKAICAIDIOAOIDDoCZtBAFBQBAQBAQBQUAQmGEEJugAnqE1/wIHtzOMnoguCAgCgsCICNwevMCLigxhlbRGVEuaV4aArJWVQSmEDARKOIC3OHgxj/kXB5ioz3bWwvz8fPKvdWboIw+CwAwikDe38sqnSeVY1mSOBjZ51lxO5rWe1LcHeJHQaSGd6pyHRZ9o6vZjgYUW59QezRubWi4n1bFkVfLd4ud34PXLhUhar84AjLI8WiG5bFocWwaa6h/Ox9Yn0nuscDPxzFtb3/kKxkGVjldWvmpwq1JGE9GZejLmhmc8k0IPwuZU1zPFHcDbn/iOGmoX3/Fzkh7gWgd3d8dooIb9yzt01qoDQygJAhNBIG9u5ZWT0GQAJ705U3L8xPflY9zd3al/l/vA3rZn06jmclQvqn+J/RpQe0rO0Blaq3tYPo7KjxtH2NL6nX3BHvZxSTyOlxn9Wxx8usb+2zEahds+rhsefanf8rBQffsakf93i4PtVOcLqUCpAAAS80lEQVS7Y6Q6W3goXFethY7TCsmFEJ94BtB42jpyTodG3Ce6jydvg8kx3QIMuY7RuO6PGKxYQ+fuF3Zi39wJRqmX0ZqlcLvcx/XWfGWR31JiPLjKBcaz1vkh2BytSwXXwg7grdqmHuJwH/hueIDxDuQgjcylxxmhMlt6c4dUfHeUx8OkO97ogK2jPAsCWQT8cyuqm1eepTjBNws7+MU8goWXr1G7+FtsISbH7qKB97Tinp3gCA1sxr7c2tv9ZPN5278Glheh1uWFp6hpdc++4PvrwwoXbE04cLX1XVwGtL52mQOLqG9fRrqQA3dRg/J/iSXppmkpEdIyhasllkHL5s3lyuVDzvd3vL6kjfYM/Cl90rESSbyGzq+dCFf1wlwH0vUltH7EZTrgYUSZeGQ0rnemI9aWY+6CkPrnuIGLvS8ssu2TMSbw015jI8f3CBfYW6VobAG+Lllm/V3ueA4oOIs2J6BO2aKCDmB6TEGGB99/Wgb9Ant/N6NdvxrU2yy3L1SmxY0G8vX+ZURD7Y7KDGbGQ22N9aSKJ0iyQ7/EPkbdFWqZ5SoIVIFA3tzKK69ChvujcfZlD9h/i/yYHEXvjlArUHeBnBkd3bn9iwsl/hlaW4icx/tTJ5eyck5rT5njkTbJYpH2bVprGYtGxOkafeWArGGzQQt9ZBfJ2btobDJcXbRSqlm5fHx0NM0f+TraSo+8U0cq5TX2u4WXeF1jEeKMAHnri2/94ITMiLSKPBsR2AvsfQIOVeS7w/qF07Du1zbRwBFOVG5DCRmTNXYBO7/S07C7u4J8LTEexqNvPIe0exg2J6RhXlkxB5C85OX30c6aJhv28CVNyAHoOFYfu6hBfYG/etcULIvFi3dwaudPr+IJHU2MPBWonPFfWMQyYqMZ7wwS2bCAnQ7fFRahLXUEgXtEIG9uhcp5RGJ1DxcXe1hN8tHKbKCq148+RqCcvq2jWprfFmLDd+JUT0X29OJoNVx7i33Eum5dY/9wBzj4hGtyHjkm+sjYan5vj7cH2N67QOO9aWO8WJB9gj7+pWN87czGEipblkq7ttkAheRO5uexSnx0eJSq2LTSZio9wJArwOestYq95WNPag05HOmR/eV+DUdbPBLGmY7znuSizT0f/0yu3PXFs35wFayINAznjSrW1Dg0fHfePu++jIyZNTaP+AMvD4znoOYPweYEFcwvLOQAnp0cAUdb8YcXq9i7AI683tkCniZnMrYAnjLVgUfYShaviIfduvSzomvvDEpTkQaCwL0hkDe3guV0jKQiDne4u9xHrRbnxal3k40GLOz8ik8ElpOolR9Eit4doXHMZI6PyJJoEzm4CQHuiFCk6gxf9pbxnvzAJIcucgjMjWpC4B5uoggR9i8zzpMPC+PIliTix9n0THl8WlKVk0f5jR10qH+PG4bzlaGl28W5g4ZcXj63oNP11NZvQR8vuiJ9Czvv0QDf7CdMJ3DDx8QdjBzJqtYXI7LrWcuG1byUjBXzHlbmaWnnHc8hAR+CzQnpV6ysgAN4hpOjBo71QqOux2gcnbDcBc7sFn9TS80LyKIFymweFXzgYQ8MSxp5FAQmi0De3Morn6z0hbirOaiPMd0tbg8+4ai2D32IkNTiCdvHDaDGomVJJQpwxdE/9U7nyS0gOilOjiJYi6pvKXdrC5TC8iv0xYCBhe/I1sYq3sDam1kjCuSjFZLLxcd0omb5Y7vIOeU6VrC+GPmYobWs4Piyo4ooKmMFvAuKODvVeF+T1OHAz+zbnGp6Jt8BpEFq5JoQY9qBeI5nMoOaCeoroyOd2hE+sd/Cuj1osTxCRqPMrc4NSbavtzhoeb5ILENX6goCVSCQN7fyyquQoWoaZy0k002dTH7HReK4UZ6T/fMcFL3LHpsaYqno11HmaDWqo6N/+vBNR6SiaNaymVBnkK3mIeBk5WDx98JapJS90vITeH9xoaNOynlkNtewpeQQWLQo8udzSkN8QqBQP7DOVYso+1An1PReyyy5FC/CR4+7KtaX+Mg3WaMM/IfQLh7TSc5rGRkzvNmYGUKUmW8SHM8P0eZU12P/C5OKkyRfv7WqLeDl6xr2Ph3g7doiEH+FtKdq0afuv1gSbPSFkrtMk6Wd5zH+zq9iPqoI0HHWji5nV/odH/3zBKvz+Ht8zArtW013C/P6Fw0ax3CRtVvKsyBwvwjkza0WncWhFpx7LNeMjkx/3a/EhagvPMU1fZGYVKaoBpMzeR/dnLW2VPTvMvOVSOTARNM2+vkMV3CN2lPkraPILWDncB8vNH/6+CtD1xJg1Ee1GAPYY7aLMsIoGvgygAW1a2zGcmshInulfldQvWLYqSPxv5jfmkeKSWxnXbRCcu0E+GhRXFfKSaRUIG1LVcSKHdu72ozjHTkA16uYTwcdKFkyHXd6HWB95FtfvPKuoXNJY0vTsNc5b0NWwNdCgH5OJ/1gPk9G3pbzXsPb/RpW1bggnaegP5jG47ktN55n3uZUCOrcYDAY2PTm5uZU/o793v1MhvoTnl66vhoLlbmpyVtBQBAQBB46AmeteZxscgdgeI2rpDW8FNJSEBAEph0B+jCPu3z5R8DTrpHIJwgIAoLATCEQ5Xbyj3iHF79KWsNLIS0FAUFg9hDIOQKePYVEYkFAEBAEphsB+j9MVHU2XSWt6UZNpBMEBIFqEajgCLhagYSaICAICAKCgCAgCAgCgkC1CMgRcLV4CjVBQBAQBAQBQUAQEARmDgFvBJAnCs6cViKwICAICAKCgCAgCAgCgkCCAH3gy307+QgkgUZuBAFBQBAQBAQBQUAQeBwIiAP4OPpZtBQEBAFBQBAQBAQBQSBBQBzABAq5EQQEAUFAEBAEBAFB4HEgIA7g4+hn0VIQEAQEAUFAEBAEBIEEgUfsAJ5ie+45Ov0EC89N0Xqe5vJaEBAEBIEAAv3OczzPN0QBCmlRlbRSqnI3WQRkDZos/g+XewEHkAbfHOjrEf6vKoM1HLRapm2cWgROt0nOIo6d1dB4LDnh+h08t/DZtgUz6MuDIMAR6KPzfA5zzztw70fyyjmtSd/HsibzocBcPN1ObYuNgbOM87DoU/1xTz5j/mdtEhCyJ32cfAPebNL/Ux1AiFaoLGrMaGkbqe22hVMuLQAKe96O467pzmHccEdA2f+19Z2rYByE+s3mn/ecla8a3KqUMU+HKS4vMp5JfG5PEhvFxoqXDh/7fE7ENKvpzLEDXMABJJnqaN8M1OfD9Akx/fvdig3W2EXmDLv4wR2tfgcfu7x82Pt1HA5+o5CKNKCWdrHS4/j0gI++xXxYmaTdg0Wgf4JvqKN+/g0nLg8wr5yAIcNlO0+TAIxkXekltuKmDez+E5gLNH82gF5sVwa/W0gsi6/s9DN20cYNtemtMPp9dD5eof1ufYya99H5h83/HrDB+iHakG7Aa5ZU375B5P+FaJ1im9mZXrNr8FEKc1r9f3HV9PVDiE8MHY2nDbfUTcPWDXA4TridPUuLsxpEybgbDHpoXv3r2VA5iThellgHHK2zr9g6etPG1cZcZZHfLK/H9KbAeNZwrB+yMUJr9g3adaD+bIk8Of8cmyqbo5UZ/VrQAXQxij1iZuwM7zrzPvaaDQ+be9LxTqaTRgPCUcY62u0muszR6tNWut1Gk4vr5RdXOnHxK7qrogWni3r7xjKC6zjUC5mXf8zjVEcPKXJQFgOuqNzPKgJq3L75iq9t4JvDA8wrnyq9F1v4zTyCxc03qJ//wY1TyGj+NHuHyPoQ/rL+v1fAypPIUVx6hrqmffoZ3958LbZx021GvZLTdV6HWj+IFsnD9F0/pEWmZ9okxjPq281IlxCt0x/ooolXMVDr79qZDYNBy+6HJyuAlivER8lGC+E3vLnxy81UmPyt0ifFJhKI2WCtE4v4pAGbkM211oFStjwHFuqfXhPnu5/ZKRbxC0RWM2tV5Ph2cY7dJWrnij7nyPEQinPHc0BJcuzOm/hA0Z7AHJsqmxNQp2zRCA7gIlq/b9DGLv5R+Sun2N7oItodut5TRM30sNXufYkP2nPs/nkVeegqdMAnh0O1zVdoJlGTU3zepaOUJ6xiCX5qMv5TICeQkY8HXnJ8w4qi2wL8PwJfVfRDL4IMg2FkysggL6YbgfQIkJwlfDuxohZ55dOt3SlNyvY7h4NHUcvIebr66Fj0AmWL5Mzo6M7NH5wrCMj+IDLkY4dkBU+SsCUxv8K/rkhuRq60b9OiKmmlVNUCVn8GinNEfz4+OprmPwHpbjj6S5OdxHVxE2/qjohoIkuk01X7JllbrjbKrjvD2PJEAPfN+is0oU+xSsiYrAu0BpOTriOLeg1xs3vYb33jOaS1DuB47BNrOn02hwk3wm1BB1DvMOyJv4gWhS12P6PT+YhusxdHwjzvLQ8bxgQgLerp8c3iE6zkGtJ1vFPsTyPvvfnB3P2X4adkOccfd6giALE98FjVIvy/siMv1ZRhMLRMTAa5nW4EaAe6Eo9bWsiwi888rSFUziMSS7s4P9/FUhJB4Avc+CGgjxEoZ3ijW0/z22wxYuftzdc4faLXRFcvzKGy9Xdq46l03bhC+2sL6HzEFTmaHBN+CmHzruo5cUBjgspuFSROTi708S+AEC0V6dTOgoO+TYtX6Xfwz+45mh9iWxPgc7q9hN0Vbcc5EbonhyNNdblp19Hd4Kc4dv1xPafBiHT8M7nUZiKO8ig1IocxTR9iNte37gxly0voX0ZGWRdMYAPj2axoPfHoHxWF5tg02RxLjVEeCzqAeoeRTv7klGexha/tK+zurqCXvCRb4Xlv7EKX8Cw5vxlODXXE1P2B7R9dNPX5CCdVmN+wsuTs9gvz50Lr+2Fl0u3lOu0InP7oAt2N+COIJeyeA910ZUKwnI6RdO7cTRv1epwXZ0SUJ4PAYut3FG2hHD0jym/LwzZQmQ2hr4w7ItHJwufdFXwgPzDJx4tOIQxn2mZdxTM/giZ6lHtXkK5xZEttQrTiI8Mk+kYOP+OToZWURZEr8DQVL58+6HQ9HY+Uuxht/tMj04QwFlsf0MQwm+aURnV3fEwMoA6Q9LhTDkIXG8nmKJpnpXmPZMtzuJWSUdYFA03veDZqWQ/6xJJFTYNzjI+vCdscS5NRHgs6gAEWane5giYlJXMr4Xuv81AUyRv84VYswMZbtNjCh2YX3as2nLnfhfkNIYs6ejh35m0l8hbmn7RgN0PIxFrL7bQjcIof3Wb6AYRy3Hpodn/EeUF55dOun3ZqPJskZbjtsjifLlRmqd3X0T/1XufjLSI6KS50FmtRLPto68AcVy8p1/EvVQ7Q4gnsvSZQ19FDHy3KKdsAHX1mP9pz8eGLnM5djDb/fG/vVWmKCiLnlOtoz7MhPl4ZyZY7wLGjiigqo6wLWTR5X1NpeA6SzejWHT6Dd46ZHCdvc0x5hn0a0QHUX98c4vCQFq6N+CcBPO/jHf5H/ZtXmQkwnBrrr5qov4kTqTmJMvyGkmURrQ+UyLtk/RTCKbbp+KkMfy63vh9KJt1YrlOPAPVv85WVH0e7+/ioL698GhU83TbmAkWmzpmjon7uRm8UrQ2UMsracIfKDL0p95eifzoJT0ekomjWipmcZ7Ss5CGWM0kdoUiOESnycaFF3FqkitKiY27Kt9ZHunDQUh+UeZy/onxs0Ymv7jv14flH48MUu/rYni25FF+aO3rc0fFdvYtk3VGyb5fL9x7VlttgxH1Y1/mxZWTMrAt6zNtMHslzcDxTbiX7mZdocOAzT4lwwZSZY7zShG0OF2XU+4HjD6DTG/3XGzSBAb3j/+rt3qBdx4C++kj+es20juO9enXTHtQTWvVB+0a3Jj6hZ12PrnbdQFmQH9fJxzvEK+Zr8IhoJuobZT4eWn4ba15f15Hrw0DgRs2fejoBErVu2vUB6s1Bs46Bv7w9SKZO0nIKbozxTnOhOUgtRKSzYTPUXNbz0B7vfD7YZZGuvaaFEeefTML7xoXLyfUdDEg+bjdRj/uNbKVTPh8t/t7CwkWL2+LE3nKsOD1T5hQtqsN58TZ236atxn8XjyumpznuSCJLdt0PmbWE68zvB4MBH1sZXDhOLgQs/sAg2/1WHUNGPo5MXspeKN19/eiS56G949hxHLI2R83JBFuOA6dhYmzUmgqbwyUqfm/6doPBHDW1nUhK3na8tqvJc+UI0JHNRzy78X+BVzlLISgICAJjR4B+H/DHqyGOIR2SVknLQV5eCQKCwANBwPbtRjwCfiCoiBqCgCAgCIwNgSi30/XNWnkRqqRVnru0EAQEgdlF4H+zK7pILggIAoLALCJA/4eJ7E9fD6dJlbSGk0BaCQKCwGwiIEfAs9lvIrUgIAgIAoKAICAICAKFEZAj4MJQSUVBQBAQBAQBQUAQEAQeJgLeI2DyFOVPEBAEBAFBQBAQBAQBQeDhIeB0AOUL4IfX0aKRICAICAKCgCAgCAgCGgH5ClgjIVdBQBAQBAQBQUAQEAQeCQL/B9Up+prBq9U7AAAAAElFTkSuQmCC)
Table 1
Source: FIIG Securities
Probability of default percentages from S&P's 2016 Corporate Default Study and Rating Transitions report
Based on the term to maturity
Graphically, a selection of bonds is shown in Figure 1. It’s important to note the issues cannot be directly compared given a range of credit ratings, but it does provide a framework for comparison. The 32 basis point pick up for going with the longer dated Anheuser-Busch bond doesn’t seem sufficient given a three notch rating downgrade and an extra eight years to maturity, when compared to the GE Capital Corporation bond.
![](data:image/png;base64,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)
Figure 1
Source: FIIG Securities
Table 2 shows the bonds in the S&P ‘BBB’ range which range from BBB+ to BBB-. These are higher risk than those in the ‘A’ range, and you’ll notice yields are higher as is the probability of default. The range between the yields and the ratings starts to increase as a BBB+ rated credit has a substantially lower probability of default than a BBB- rated credit – the BBB- bonds are known as marginal investment grade credits.
For example compare CIMIC Finance, a BBB rated credit maturing on 13 November 2022 with a worst case yield of 3.57%pa to the bond directly below, TransAlta Corp rated a notch lower at BBB-, that matures at virtually the same time with a yield to worst of 4.05%pa. Investors pick up 48 basis points (0.48%pa) for taking on perceived additional risk. Using the S&P probability of default table given, the term shows a probability of 1.47% for CIMIC versus 3.01% for TransAlta. In other words, the one notch lower rating doubles the probability of default risk.
USD minimum 'BBB-' rated bonds (in expected maturity date order)
![](data:image/png;base64,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)
Table 2
Source: FIIG Securities
Probability of default percentages from S&P's 2016 Corporate Default Study and Rating Transitions report
Based on the term to maturity
Figure 2, like Figure 1, shows a selection of bonds. It’s important to note the issues cannot be directly compared given a range of credit ratings, but it does give you a framework for comparison.
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)
Figure 2
Source: FIIG Securities
A couple of things to keep in mind
- The lowest risk bonds can still default
- Default doesn’t necessarily mean investors lose money and this may take some time to determine
- The credit rating agencies sometimes get it wrong. Anyone that followed markets throughout the GFC may remember quite a few structured collateralised debt obligations (CDOs) that were rated AAA which defaulted without warning
- Bonds that seem to offer good relative value may be in riskier industries for example oil and gas exploration or mining services
- The longer the term to maturity, the greater the risk, thus the higher returns on offer for longer dated securities
- Practically all the bonds on the list are fixed rate and the US has started to raise rates again. That can mean fixed rate bond prices decline
- Unhedged positions take on extra risk which can also work in favour of the investor if the Australian dollar falls, but can reduce returns if it rises
- For those investors wanting a pure currency play, the best credit quality bonds, that is the lowest risk bonds, that somewhat negate credit risk, offer the best possible outcome
For more on the S&P default rate table, see this week’s article “Quantifying the risk of bonds with S&P credit ratings
”.
Credit ratings give an indication of risk and should not be relied upon.
Investors need to do their homework before investing, including reading up on the company, its management team, strategy and assessing its financial position. It is also important to consider the industry the company is in and any future projections.
Look out for Part 2 next week on high yield, sub investment grade USD bonds.
For more information, please call your local dealer.
Note: Pricing is accurate as at 4 July but subject to change
#The S&P Probability of default tables only extend to 15 years. If the bond has a longer term to maturity, we’ve assumed the 15 year probability of default rate.
*SIFMA as at 31 December 2016