How does expense ratio relate to AUM?
The debate on expense ratio is getting hotter and hotter and is taking centre stage in almost all the conference held on the mutual funds. In the second AMFI Annual Summit held in Mumbai, SEBI chief Ajay Tyagi, said there is a scope to rationalize total expense ratio (TER) in mutual funds further: “We feel that there is a scope to rationalize TER. Currently, we are reviewing TER structure very closely.”
Every party to the mutual fund industry is giving his own argument for higher or lower expense ratio. There has also been an argument that higher AUM should have a lower expense ratio. This also applies to fund houses too. This means that fund houses with higher AUM should have a lower expense ratio.
To check this, we studied AUM of all the equity funds (Direct and Regular) and their average expense ratio. Although, the correlation between the total AUM of a fund house and the expense ratio is negative of 0.129, statistically it is not significant. This is best reflected in the following graph. Fund houses like Taurus has lower AUM and higher expense ratio. Nevertheless, fund houses like DHFL with similar AUM have a much lower expense ratio. The average expense ratio of the fund houses for ‘Direct’ option is 1.37 per cent and for ‘Regular’ option it is 2.27 per cent.
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uvVLP48ry17KvU1LnRz54fo5S9k1I+pdQ7pU8iPv6pUipPqRYo9ee3yrer50L5Sl07SClHilJD+igVb1Pq3HuVcm9VyoVS//dG6T4fVAqTUnNylAq7lbp2hFJYleqVrVSq9jq38tOn3s1KtTKXp/HI06rtlPr0Q6WaWZUa+geltq9XqoVJqfMeUSocUuqklkq1zVYqu6tSaS6lulys1NbSJxRnT1KqTapSTZsoldlIqf/NVmrdh9F9vLEsms4HL1DK1kapPJ9S79+pVJNEpZplKZWVodTQUUpt0Y8ChpR68jqlGicq1SRFqfZ9lZqzs4JLWKlreipldFcqt+zglCh1alOlMoYr5Q0odeupStmSlBrcR6kku1Inj4uuf1tvpbAp9dhbSj1xhVKWjkrt0+UypNRLdyiVlahU00ylmjZXauInFfYpsyIgAiIgArVCYMwYZehAi8mTqzeaq7j1vVtgey707AnO0juX3hxYvAbaZkOGvudSBHMXgC8RTu4bXXvVElDJ0K119O+9m2Ddzmjt1Z6d0LQdNE6GrUthlxu6dICNm6BFJ8hMKk1BCcydDz4rDD4p2veTfjJt1VbonA3JDtixJtoWqXfnCk/T+WHlSij2l+fElAx9OpXfciMAi7+DfN0m7KRojYNyw8rlUGKHAb0gZztscUdraw5th00HQdd8OcoqFsOw/Gs4bEQbSTvLd8eqr2F/CAacAvFG9BbT4RD06gomPyxbCvEtoG2j8pV2rYYdbujfN1ozqD9R+ruLo7f02mdGv3twG2zWTzLaoEMPSC09LjvXQI4JenaEnF2wYS/07QcWN+i2W826QKMKtw711gKFMHcJNMwCkxf8TmiXDstWQgv9/aRoO7WteZDdE+wmCBVFHw5IbgjxYSixRZ+iLMtJqBgWrYo+AFC2TL8npkNCGLbsh35DI03A2Lw8muY2Cjr2hJvfg2vbwka9vyGQUqHh176VsPoAtO4JrRpA4T5YtR269or257ZtFeSYoXdp7dq+dbB6Nxg20E8dVjo+38D+YLRmNKHCPvQTn2uWg9cJ2R0iza8iWTiwATbkwoABYHXDNwugQVOwBaHEFG37VrwHlm+Bpm3AnwtuG/So8CTm1oWwpRDad4WsjIoyMi8CIiACIlAbBMaOpeYDrdqQcUlD/ReY9SSc9hf4eDOcXRqc1/9cSw5FQAREQARqk8DYsZV6QKpNSZO0iMBvE2h+EoyfBP3Luq34bZuTtUVABERABETgWARq/qnDY0mlrCMCv1agXT/QL5lEQAREQARE4AQKlDUOOoFJkF2LgAiIgAiIgAiIQP0UkECrfh5XyZUIiIAIiIAIiEAtEKjRW4dKKYqLiwmHwxhGxSezjp+E3ofD4cDv96PnY3nS+bfb7YRCIYLBYLWZ1wVjbWGz2SJlIhAIxLyF1WqNGOjzpLrOxbpSLiwWC2azGZ/PF9MW+njpsqDPE6/XG/MW2kP/lmgLmYj8luhzJNanshhD/47o39aqrp/x8fGYTOX1WDUaaOkDpC/sP5a443EANYK+cOr96IAulidtoX9AdIGQ4EJFCr4uE7H+g6rLhZ70BUIsVOQ6oQPPWLfQZUL/OOiXWETPD/1boi1kIvJbIhUYuhPH8hjjxyow4uLiKhWZGg+09MW97FUpJcfxj7Lt6/dYnypaxLqHWJSfDWIhFuUC5XNSLqq2KF8au3NlZSN2BcpzXmZR9l7+SdVz5XVbVX8uS0VABERABERABERABI5RQAKtY4ST1URABERABERABETg5wQk0Po5IflcBERABERABERABI5RQAKtY4ST1URABERABERABETg5wQk0Po5IflcBERABERABERABI5RQAKtY4ST1URABERABERABETg5wQk0Po5IflcBERABERABERABI5RQAKtY4ST1URABERABERABETg5wQk0Po5IflcBERABERABERABI5RoMZ7hj/GdP7q1XQ3+XooieTk5EiX+fn5+TE/9uGvRpQVREAEREAEREAEfpNAvQ209Bh/ejDQBx98EJfLxXXXXRcZ+qdsnLffpCYri4AIiIAIiIAIiMAvEKi3gZauyXryySd56KGHIgzt27fn/PPPjw6w7CmhxBeoctTtX2AmXxEBERABERABERCBXyRQbwMtPap2ZmZm5PZhOBzmg4+m4/d5yc3No3nPkxjUsQn+QPAXIcmXREAEREAEREAEROBYBOptY/jCwkLOPfdcZs6cyYxPP6FTcpAJk2ZiT2uA3WrB5nDitNtwxsVF/rbaHditJpQycDidWK024uLjcNhske86bBaUArvTiS2yvgOH3YbD6UJ/FvnwWI6ArCMCIiACIiACIlBvBeptjZY+Yn6/n8GDB+NwOGjm3cp+VxyXXTwamz+XWW9NZOaawyh3EcOvup64rQvIzRjA2b2dTHllGpntW7Pi29kcNifQskECCVm9uPC0tnz8yuskZQ/FvnseHy/ehs+dz8Bzruf03lkE/QFUvS0qkjEREAEREAEREIFfK1Bva7TKIIqLiyn2uCl2e/H7PBT5QxQePoxKbMQZI8+ilSOfGR/NZvXqVWzYWYjD4mP5vKVs27KYmfM3c+E115JasIkFK3djtxtsWLKM1UsWMOWd7+k6fCTXXHwOLl8e3qAJjLK9yrsIiIAIiIAIiIAIQL0PtH5wkBWYnHGED+9l+rSp7POFIBQEiwuX0wpmG/GJcYCDLp160S4rHafDgcthByzEuawkNc/msst6s/zdCfz3o8W40tKxW8NIddYPtGWBCIiACIiACMS0QGwEWoZBOOjHq580tJrx71jEs1OXcOWf7qZ3QxeHSnxYzX4OHzhE7t7tbN62izDg9fgJ6PDKGibn4AEK8vayfvM2CnIPYjQZyl+ffII+ji1M/M9UvNZ4TFKjFdMnk2ReBERABERABI4WqNdttMoyGw4GiWuYRce2DpTPhzOzB+cMnM2b/3oQW8hKrzatOHn4SUx6dhIP7Y6jedd+tGjSGG9JMn53gN4jL2T+069w79+XEde6D92yUtg4533enFKCPdyMa2+6GKe/iKA00Cojl3cREAEREAEREAHAUGPGKCZPrhEM3VloXl4eoVCo2vqw0vuIi4uLdFaqu3WITLqXeIsVixn8vgCYLTisJjweHzZXHOZwgKAyYagA/qCBy2kj4A9iMhv4fX5MVjtWI4THH8LlchIKBDCZdI2XD8Nqx24x8Pn8YNSuKi1toTtrDQQCkZdRy9JXI4WudCfawul0osuEz+ertvJXk3k61n1pC7vdHjHQnfrGermwWq3ol9vtjmkLXZ70aBr64aGSkpKYt9Dnhb5+aguZiFh4PJ6YH2GlLMbQvyO6G6mqrp8pKSnoTtMj09ixxESNlg6AwqEgAR136WAjHMLrD2Mymwn6vASVijSv0mAmQ0WCNN2Vg1H6fX3b0W8YmE0GPq+3tKAZmCy6W4cQPr/+cu0KsuTCIAIiIAIiIAIicOIFYiPQKnXWwdORqTS4OvI3uiusil+o3DXW0Z/plu9Hfb3ipmReBERABERABERABGLwqUM56CIgAiIgAiIgAiJQQwKx8dRhDWHKbkRABERABERABESgooAEWhU1ZF4EREAEREAEREAEjqOABFrHEVM2JQIiIAIiIAIiIAIVBSTQqqgh8yIgAiIgAiIgAiJwHAUk0DqOmLIpERABERABERABEagoIIFWRQ2ZFwEREAEREAEREIHjKCCB1nHElE2JgAiIgAiIgAiIQEWBehto6Q5GdRf4eqgRPayETCIgAiIgAiIgAiJQ0wL1NgLRY5fpMRV3794dCbh0sJWQkECDBg0i45r9sKf3mqaX/YmACIiACIiACNR3gXoZaOmgSg8efMMNN9CnTx+eeOKJSJA1depU7rnnHg4ePIjNZqvvx1byJwIiIAIiIAIicIIF6uVYh/qWYX5+Pjqw0tMnn3zC5ZdfHnnpv3Nzc5kwYQJ+nxd3STGB0LGMCa1QhhmXw4bfqwemBhlW+gSXZtm9CIiACIiACNQygXpZoxUMBklPT+ef//wnw4cP5+GHHyY+Pp7UlNQI/+JFC3n77bd5c9pnFIbs2MzHcFQMM5ZAMSuWriYvoDAbEmYdg6KsIgIiIAIiIAL1WqBeBlq6/ZXP5+Omm25ixowZnHLKKZG2Wd/M+ZaH/3ghHYZcSFx8PNvmvMmj/32foDURV5wLl9MRCchsFjN2p4v4OBc2qwWrzYHL5SLO5cJiMjDMVlxJqSSrQ/z3uclsLDFIjI/HeWR9E9IGrF6fN5I5ERABERABEfhFAr/p1mHBrtXM+HwupLXkjDNOIdVhhrCfld/PZMFmP6decDYtUxxHEmKU1vpUZxBStm39XlJScmTfSkGXjh35NCWdDd/Mo/NtVzKkxWXc+fJKgmE3M195gbk7i/H44crrryZ/7mxmrdlAq94jOaltMa+98gXexh249borSQts5j+Pvkm+v5hDXjvJtmI+fvFF5u4twe03cenvbqJHYztefwh1JAU1P1Nmofdccb7mU3Li91gx/xXnT3zKaj4FFfNfcb7mU3Li91gx/xXnT3zKTmwKxEI3J4nepRCLymUx1j0q5r/ifGWlyn8de6AVzOf7RRvocdr5uFfO5NtFGzh/SCd08LVxv4MhfVL59vPvaHLJCEzBIPv3748UXIfDgcViOVKIKyfnt/+lM65PEN1OqyKCbvy+ceNm/vrYZEIBL8OGLOfMwX2IH3gDCeGDWNNbcXa3TGa/+CyffrGAwNLpBLvfzEW9rNzz+AzOH3cLuTNf4pX3PqNN4UJyWwzj0g6HWPLAV3gK83E2acfZPdOZ8fxTfDh7Bb1vGIY57PntGfoNWyiz0A8HVKf5b0hija2qLcq6+RCLqIU+T8RCLCqehLpMSLkoFymzKF8Su3PaQl9Dy66jsSpxLL+rxx5omeMZft4oHGY3n81RZLRMi7jnHs7D3LAFHbrGs3TO1xSFwVpcHGmQri/q5557LjrY0getOiaNoPejJz1fPhk0atSQfn06M3fuEi4cfTm/Py+bvz31KWtH3Y4lbzfTFi3BCAdICgZpkN6RPkMHkRKeg8roxojencgp7s3q91ayzGVm+KhhdGtbxMmf7MPuSsC9fytTFywhrEK4wrplvCXSh1f5/mt+rsxCnxg68Kwu85rP2a/fY5mFftcOYlF+6se6hT439Dmi+9yLZQt9Vun86+unWESvMbpsaAuZOFIuYt2i7LdEO+jeDaq6Zhy9rPxq+2v1DAuOYB6zps/E2X4oAzplRLZg1RctHWgAIYzIrbPE5GR+//vfR5bpJ/70Lb2jExL58Dj8oxH05PV6IwjlmzRISkvkltEDaTPgEh5/7A78O78nvaGDzV9/wqufbeeFlx9i2p3Xsya/AEuxh4K8HELNHRRumc/crZfiXrmKUJNWtCheydxvFzIo4Gbh6p2kf/8hU746yMuT7uGVm69iXX4hoXAQT0nJCb91qNuWBQKByKu6zMuNa++cLhdOpzNSJnT7vVi3KPsh1edJrFvoPvf0y+12x7SFPnt1wKn/I1yd1+jae5WonDJ9XujrZ8UmKJW/EVt/aQuPx3NUBUZsGejclsUY+ndEP3hX1fXz6OD82AOtcCFvTXictaoH5zTPY++heAxfkMTGjSlZPI9puU6cbdqSWqG5fVkCdcKqStzxOmRl26+8DwO/L0iTzGawcisP3HcvhcXFnHLl7zmtlYkNS5fy7EMPEzQ3oHuzdOwJYRq4wlia9uGWKzbw1mP34k1twi03j6KRpw1PPvYGjyy1kdKmNV16DGH3iok8ef8jBJyZ9GyaRCAYrTk5Xnk61u1UtKjscaxbrLvriUX5sRMLsSgXKJ+TclG1RfnS2J0rKxuxK1Ce8zKLsvfyT6qeM9SYMYrJk6v+9KeWhjysXraEg0VBQiFFm46dMPv8ZLZqRv6WFSzf4WPA0L7EV+g6QQdaeXl5kR7bdQKrY9L7iIuLq6JGS4eiYLZaUSE/Xl8Ak8WOy2ElGA5jMaXWnUQAACAASURBVMK43QFcifEQ8BM2TKhQgGDYwGG34XOXgM2FzQgRNlkwhXx4gvp/PDaCgTBmgpR4gsQnxqMCPnwBXaVYHTn85dvUFlKjFfXSFlKjVW4hNVrlFlKjVX5NkRqtcgv9GyU1WuUeUqNVfs3QMcZP1WilpKREmutE1hg7lmOv0TI76dJ7cPlRqDCX3ro7I1pXWFBbZg0IRar6ou0xdLL8fn8kdQHDwGqzEPB6oxEZYfRdSH3zM3KryWKFcAB/5NZkKFIjZzGB3+uPVCWGDQObzRLpvFRHdCc6yKot5JIOERABERABEYhlgWMPtOqsmooEUEcnX9d4VJ4q/3305z/3d+VtyV8iIAIiIAIiIAKxKFChBVUsZl/yLAIiIAIiIAIiIALVJyCBVvXZypZFQAREQAREQARiXEACrRgvAJJ9ERABERABERCB6hOQQKv6bGXLIiACIiACIiACMS4ggVaMFwDJvgiIgAiIgAiIQPUJSKBVfbayZREQAREQAREQgRgXkEArxguAZF8EREAEREAERKD6BCTQqj5b2bIIiIAIiIAIiECMC0igFeMFQLIvAiIgAiIgAiJQfQISaFWfrWxZBERABERABEQgxgUk0IrxAiDZFwEREAEREAERqD6Behdo6TEI9SjjSUlJkYGfjx6TsPooZcsiIAIiIAIiIAIiUFmgXgVaZUHWihUrmD59eiTQMpnqVRYrHz35SwREQAREQAREoFYL1KsoRNdkbd68maFDh3LBBRfwnwkTSUtLw+FwYLWYAXXMB8MwDIxjXltWFAEREAEREAERiEWBehVomc1mCgsLKSgoiBzLnH3b2LJ+FYsWL+VAUYA4l5NffytRgWHGZjMTPvY4LRbLluRZBERABERABGJewFKfBIqLi+nRowevvvYGa5Z9RZLJYPyr75Lh8rP2zfe57LrbOKVbI0IqjKe4BJPdhc0UwutXJCTGY8Ig4C3BEwSnw4bZbMFQimDJPj6b8jUtTj2XtokhvEGJuOpTuZG8iIAIiIAIiEB1CdSrQEsj+Xx+rrrycr5TW3hjUyOefOB6EkywbMbzPPfyq2TdeQX7Nuym88DeuDctZ7snkU5N4dXJn1MQgjb9T6d3wzBzVm5i185tWJp2YXAzD/98ejzDrU2547w+GIYPJbFWdZVJ2a4IiIAIiIAI1BuBenXrMHJUzBbw7ubjL3Yz5KzTsHkKOJRTQLehZ9PK6mPxd7OZ8uaneBzx7FnyBR98Mp/1a1cSSGhJ6yQPb/z3bZYu+YzH/vkWDTt0ZPUHr/Ppyhxat25Oo7RkDBX+LU296k3BkYyIgAiIgAiIgAj8vED9C7R0TVOk4bo60vTdanNgtlkIluRR7DOIT3ChM251uLBZ7bRp35PQodUs3nYYX0EuecVW+gwezkVnjWRIp2YEfCZaZrWmU9sWmAke2e7P88o3REAEREAEREAEYlmg/gVa4SDKnsmgPonMfvt9/A4nS755j+f//RIbAw3I7tyAgvxi7HbwFOZjCucw8bnnKWh8CjePPhkTAYJhM2bDhJcgHn8QCOPzuAmHTZgMefYwlk8YybsIiIAIiIAI/BqB+hdoofB6gwy94laGpR/mrrsfYPq0d3ng/n+yNc9HWptudG1cwqN/vZcp8zaRlNSUNq3T2Lr6C8a/PB3DZsdmthHnshFWCrvDTnzD1rRIz+HtaTNwhy2YJNb6NWVMvisCIiACIiACMStgqDFjFJMn1wiA7lohLy+PUCgU6Uy0Onaq9xEX58IXULisQTau24BH2UhJSWLfhqWYW/SnW0NYv3k3CQ0bkxIXj83sZdu2XZgTGtAo2UkwEEYZJpxOO36PG2VxYQ7lsy/fT+OMhpgpvy1ZHXk4Xtss68A1EAigX7ovsFidtIXT6SQcDuPz+WLewm63Rwy8Xm/MW1itVvTL7XbHtIW+NugOnnW/gyUlJTFvoa+Xum9GbSETEQuPx3MMXSTVL71ojBEX+R0JBoNVnicpKSno7qYi09ix1LunDqM5M1AhH0VByGrb8UhHo5mNziTk8+LHRPtOnVDhMKFwiDBO2rTviFJhwmGF1Q4GilAwjD0uHnQDeKMBreIV/oC00apfp43kRgREQAREQASqT6CeBlqlYCpMwO+vQi+E3x+qsPzov0s/MiAcKvtegEqrVFhbZkVABERABERABESgKoF62EarqmzKMhEQAREQAREQARGoeQEJtGreXPYoAiIgAiIgAiIQIwISaMXIgZZsioAIiIAIiIAI1LyABFo1by57FAEREAEREAERiBEBCbRi5EBLNkVABERABERABGpeQAKtmjeXPYqACIiACIiACMSIgARaMXKgJZsiIAIiIAIiIAI1LyCBVs2byx5FQAREQAREQARiREACrRg50JJNERABERABERCBmheQQKvmzWWPIiACIiACIiACMSIggVaMHGjJpgiIgAiIgAiIQM0LSKBV8+ayRxEQAREQAREQgRgRkEArRg60ZFMEREAEREAERKDmBSTQqnlz2aMI1HmBpKQkkpOT63w+JAMiIAIiUN0CluregWxfBESgfglYrVbefvttwuEw5513HsFgsH5lUHIjAiIgAsdRQAKt44gpmxKB+i6ga7F0kDVmzJhIVqdMmcJFF12E112M2+MlFFZgmHA4nVhMBuFQAI/HByYLTpcTs6FQykCF9XIvCqO+k0n+REAEYlxAAq0YLwCSfRH4tQJKqSOrzPx0RuQWYjEuhvTrgTXgxWI1sWHpN2w7UEJa00707dEST95Bli+bx4ECN2FlkNK4Hb26tSTk8aAMCbaOgMqMCIhAvRM4IW20Kl6oj7dodW77eKe1urdX0aLifHXvtzZuv2L+K87XxrRWd5oq5r/i/C/Zb35+Pueccy5T3n6ZC08bgD+xJVu3bObrjybx9MRpWBISWTnjdV6c8hUF+bm8+/z9PDd9CZ59i3jyyWdZv/MQhw/u5K3nnuaDedtwuOy/ZLfV9p2K+a84X207rCMbFos6cqAkmTUuUPHcqDj/Uwmp8Rotk8mExWLBqKb/xert622XvVeV+TIc3dYkISEBn89HcXFxZL3qSldV6ajuZWUG1W1e3fk4HtsXi3JFbVHm8WvPRX3u6Ft/F10ymr2r5pBxzvVc0i+TUO5a/nLveBbtOJVNy76lSd/b+N2VA7lkeDc+XFVCkcdL897Dufv2myIJmR0cx5RZixg1rCNmf6g8cTU891ssajipNbI7ff3Tr19bLmokcSdgJ9rCbDafgD3Xvl1qC32+xPpUdu3U77/0PKnxQMtut0ca0eqDVh2T/iHQmddTWUBV1X50kHXgwAEmT55MdnY2/fv3x+v1VvXVOruszEIXCH2xqC7zugCkLfQx1+/aIdYtys4Rfex+vYVBwOfBHwhG3oP6dmFya7q2aMiqLblcdtV1/N/Df2fs4n706t6NK6+8AGP9VPau+IZ/POfEaQqzfI6bs/88DGswgNl+4mq1dHnQ54Y+R/S16ddb1IXS/8vTqPOvy4ZYRM102dAWMnGkXMS6RdnvqnbQDwRVdc04elmNB1put5tQKFRl4o7HAdQIetJBk0aoatIIuiZr3LhxTJ8+nbS0NNauXUuDBg3w+7x43G4CIf2DXNXaP70scuG22rGawvh8Af0rVmEF/T8C3RA4THkrlwofH+dZnRaXy0UgEIi8jj74x3l3tXpz2sLpdEbKhK7BjHWLsh9SfZ78egszLlsJvkAQr8dNyO/DZAqSU5ADnhLSu5zGxBc6M2fpWtZ8/wl33rGTcZc3xpmQTFaLjsQbbnoNOpuu7dMjNck1cS78WOHU5UIH4Pqlr02/3uLHtlw3l+uA0+FwUFJSEvMWuizExcVFLOrm0Ty+qda/JR7dprJCG83ju4e6sbWy/OvfEf3EdVXXjKOD8xoPtHSiyl7VxVq2/aoA9D7LPtcFR085OTl88NF0GqWnUOQ10b1vP5ol2wmEqg7UfirdZouZ4kO7yfFaadYsHULR2yK6bFotJgLBAGFlxlxDNbBleS17/6m01/fPygzK3ut7fn8qf2UGZe8/9d0ffqbPYQgFApgsNuxxSexe/hHLthZxx3WNefmhu7AOGsOVw0fQM8PDose+I6cghfiGzRl22qmkGl78fh/eEm/kPyIV/yvyw31V/5Iyg7L36t9j7d1DmUHZe+1NafWnTBvoqey9+vdYu/cgZaL8+JRZlL2Xf1L1XI0HWlUno2aX6ohU/+/1iSee4NRTR+Cwh/js1VdxZw3k9EFd8AfBGRePQ7dHCQdwu/3Y41yY9cPoJgtKB0uGCavZwF1Sgsnuwm6JnpRmi8GK96by7oZ0Hn38RuLC/uj/AEwGO+d9zIxVcMU1I3GEA9isFggHKXJ7sTld2CJNAcyooI9id/RHqGZlZG8i8AsFzHbSEx3MevM5tnyZSG6Rm7OvvoVOTdIw9e3A+NceYfWXLSgsLuHsG26kU9x6vklJxlfiocRwl3YDcaJDrF+YV/maCIiACPwGgZgMtLSXvp2me7e+5tprMZtChDdsoKDnZdwwqhs+XwHff/g/Zq/YQ2qLQVx9SXdmvvYu2/IKOHToEB0HnIR3wyI2Fru45sZrOPzJVL7ZsJMCj5nRN48jzuXA6nChPLuZPOE/7Myzc/Jll7D786m88ulhepwxlCYHv+WlqfNwtOnL7VcMZ9HHU1i+8zCHDu2j9YDzuOjUHoS8up8hmUSgtgmEcHvNjL71Cc4oKsQXCGGPT6ZhagLFBYW0HnIxj3c/hZwCN1ZXUmS5z5vGbTcPwlAlhKRQ17YDKukRARGoRoEauoFVjTk4xk3rKj99fzUvLw+/Nw+3z4fHXURQhdk4ewrPTF3OwJOGsvv7ybz23hd8NOUtihsN4qxuNp56/HmanXoJLbxbmTb9K76Y8Q6bfK04s38Sr4x/mYMBByl2H2889wyL3U0Y1iuVF596huKkDvTpN4xGnnU88eJMBo+6GMfGL3j5kwUs+uJtFh9O49IzujHr1dfZWBDGZpb/8R/j4ZXVqltAP1RgsZKc2oCMjAySXTY8bk/kVqDP48ZkT6BhRgYpCfZIe0lF9IGM6k6WbF8EREAEaptAzAZaVR0IHdZYDIP1K5dysNjHsoXzsKdlkGAO0yirO8OG9qNTx54M7NqP3n26kN2lNYGcHOKadOf8UWcz4pwzaZizgfUHQlg9B1m+dhO+wn18t3o/TVs0I97hJD0zC1WwD5r25qz+vRnRswN7Vq7DlNqB4ScPpnt2D5rEmSkq8lduR19VgmWZCJxAAf1Qh36wJfI66sGTcLh0+ZF2jupHH045gVmQXYuACIhAtQvE7K3DirK6zWPQ7480ftd3NdIbZdAky84t99zF4XWr8QYPs+qTuQQCPrweHz5/mGAYvB4vYSMJX+EeVq/eyuDEwxS4suiSGmJlvoOMhhkkDb6Q/xvZkuUb9pG/+lPmb8nDkdCWnK1fs6XQx7bdu7Gld8e6axs+v5+gz4P3B08rVkytzIuACIiACIiACNQVAanRAoIhSGvSjPRkZ2S8tuxzr+aUtN3cedttPDnxfQ4HXWS1bobLrDA5k8jKysAIBnGlNaJxZgrxFjuLpk/g7uc+Y8jll9A5M5XEJu343fVXsG/GP/nzn+5k2jfryMoegJH7DXOLmjHujBY8ceftfJKfzjWjh9EgtQEp8RaCOCK1Xy6L7gesrhQjSacIiIAIiIAIiEBVAoYaM0YxeXJVnx33ZfppP90mqrr70dJ9n/xUP1pVZcwwdMwZRoV12xMbNlOI3NwCbPFJxNtN+AOh0v5DdF9YuqMy/QSijUTbIR666SGaXnoHF/Vvis1mxe8PRHZhsdkJuQvI94RISUnGpML4/G4CYSvJcTZyc/OwxiUTZ1X4gmEMdK/bRDpPPB59bWlv6UcrerS1hfSjVW7x2/rRquoMqpvLdLmQfrTKj530o1Vuodvx6uun7lNMJiIW0o9WtCN0HWP8VD9aKSkp5SMKjB2L3Do8cgaVVh8ZBioUwB82kZCUpPuXx+ev3ClZWU2TUiF8QSeDRp5NUss0bFYzPp//SN9AAZ8Xw+ok2ap7cfBHnrayWByYVRiPL0hcQiLobQSivZWXJUVf/KUyq0xD3kVABERABESg7gpIoFV67HRwU3FSKlzp1l3559Fap8h3VQhPwM6Qc88hFGlbpQOyyNg/RwKlo2umynur142Dy/dZvv2fHjqoYhplXgREQAREQAREoHYL/CDQKtq0lINrd1C8dz9eixVnSiNSmrcgo08XbLU7LyckdYah8JRWLZd2JHxC0iE7FQEREAEREAERqH0CFoj21ZS7YAYLX5jErpVbCZvjcKUnYzbC+AsLCOQHsbVoSbtzrqPnVSfjsNeN0czj4+Mj7S90ey0Zx6z2FT5JkQiIgAiIgAjUdwELhg6aFJve+gDVoA9DHv0TDTu2IT4zBYtJESgqIn/tBnI2LGT7159y6LS+NMtKrNUuuhGjbuz72muv8fnnn3PttdcyZMiQSAP5n0u4Xlc3jtUN9n9swMif24Z8LgIiIAIiIAIiIAJaQA/cp4fNpO8/X8CoYqRje1IaGQMGRl6drq7QPqkW+1ksFvbu3ctNN90UCZh27drF/PnzI0+dqXCQ4qJiAiHdAL1yJnSQZbPZOHjwIKmpqZGASw/Vo5crDFxxLoJeN/7gD9etvCX5SwREQAREQAREQATgSD9aRwdZobwdLH7qHqZeMZbPH3uenMO+SECmg47aPukG54mJiQwfPhyTYbBv3z6efPJJ/vGPf/CPf77KjgI9oLM5EkCV58dAP7L5zDPP0Lt3b8aNGxdpDK9rtwyTGZvhZs5nn7PlsA9r6QDStd1B0ld/BXS5LS+79TefkjMREAERqOsCpmisFaY4J7dSXvZ9MYMCdyN633IjKYG9rP94XqXPa/Mf+rafrtV6c8oU3nj6VgadeTndevUnO7sn2T3bk+CwYrGY0N0v6Nopm92O3WGDUIBJL79Cfn4+77z9NsVFBYRDIZTJTrzVw2dvvsuafV7s1iPxaW1mkLTVUwHdt4++Na77BZNgq54eZMmWCIhAvRGwEOmo02DD+EfZm9+IHldfQLPurUlu1w7frNdY8eZaAvle2g5sVKcy7ff7cSWl0LpZBpklqQw/ZQgq4I90qRAoOcQXb7/Pt1tz8efupMdZNzAks5h33v+Svt3bUHRoP9fe8RfWfj+NmSsPYbI04cY/nkpKckJkoOejeoKoUy6S2LotoIOrV199lf/973+MHj06UvOqO86r2D1I3c6hpF4EREAE6pfAkTZanX9/E/ZZH7HsmXtZldqWdhdfTPffXUvBgYPYGnWgRd8OdSrn+n/6wWAg0rZq2cz3uatgGyrkJ7ntAK4Z3pzPP5lPt6t/z7A2qfhCAb58fQa7jNbc/9w4nvAUcnDDQv46YSa/HzeWlVPH88zzXho54kuf0axTFJLYeiKge+3WbQYfeOABDhw4wKYN67jqyitwuuIiZR3DgtPlxGwyCPrceHwh7E4nVrMZi9VMOBiM1NC6PZ5IP2+1vxFAPTlwkg0REIGYFjjSj5YjszVdxtxO+7P3sGfOTFY8/xhGgw50vPhi2vRtX2eRdM1Wh0EjuO3236F8RRhmGwkJ8dxw+yhmfPo+j82wcuo5l3HhrTfg+Ogjnrj7fjplj6ClfTNhWxw5e7fTtO85DG3XjO/e3FpnHSThdV9A11rpNoPXXXcdL0wYT9NeZ2ByJKD0Ay2GBYu5iI9f/A+LtuVx6hV/5KROccx66z/M33SI4qISrM547I3acPWlF5DlNCIDo9d9FcmBCIiACNRuAVNZP1qHF3zEpzf8jul/fph8e2fO+t9/6Togi00vPsI7V97OxoVbandOqkidrtUKBX0U5OdTWFgYeRUUFFOwexObDidy0R/u4qy2MPuDT1i65hCt+p/H324dydovp1PkaEmLNBd9TruA7NbNiUtIIOAtxl/F04pV7FoWicBxF9CBlr5NeO/9D/HZa4/Qt3sXfIYzMvq4Pc7F5q/e5qutZk7t3ohXJ71HiSWeHiedyzWXjsC9dQ/N+5/L1ecOI8GqCFYYleC4J1Q2KAIiIAIicETAov8nDEE2TfmWzHOuJD3Fz9p3ZrC/S1dajh5Ly1EXs33qh3gL3UdWqiszoYCfRm37kDlvFi//9/nIDxKmFEZfdTHO4jlMeO5r7OZMbrjzKhrmr+SFNydisdgYes2NjD4jm3aJPl599kkccY25bOw59Bk6hIapNgLB8qFz6oqFpLN+COgnav3BIAnxTozAPvRQUXoK+hXNO/fC/9p43vY2Y+jpF5FkNmNt2IR4w0STzEyymrekVdN4Ckp0m67IkJz1A0VyIQIiIAK1WMAC+kJtIiUrjtUfTGa7EcCU3IuEOGs02SYnLS66tBZn4ceT5vd4aNhxOI88cwahYKj0i+HIwM8dW17DyaN0jxUmAn4voUYDeODBk4j8R18F8Xq89DjzGvqcHR3g2e/10e6KyyJjGvoC4R/0wfXjqZBPROD4CujxM4PB0JHxNPXWLRYfK9Zu4MDe7azZb3DjH5uwcO4y2nbvjCMQJBRZJ0DgqPWOb8pkayIgAiIgAkcLWFA6ADHR9rrbSF69mIIiMxk9+pGcXBpoHbVGGIWpjjQJj9w6DHgpCniPygWEPB50z2DlU4iSgL/8T8DnKan0nYA7WqtXB7oSq5QP+aMeCiiFyWLF4bTjstjwb53Ns68s5u+fLaJg6p1cdfppnHfv8zzU34YK1MP8S5ZEQAREoI4IlN46hJXP/YuS5E50Ou90nBaDgMcTab6l3B78JSUcWDqTzV/spcu9f6ZJhquOZE+SKQL1UCAS6YfZv3U9C+bOI8EcIDPVRYuGIb6eOYfO5jRMphAHtu2iMABpeuDz4pLoaAj1kEOyJAIiIAK1WaD01iGk9+nClv+8ydoXn8ZEAvaGdgyTQbiwEJ/Hhy01leZnXUFivL0250fSJgL1XiDk95HSvA8j+h5gxbzZGEqRfebl3H3XH3jt9U+ZZ0njlY/eZduSTeTnu0lwJjDikgvJyLDjD0XbdNV7JMmgCIiACNQSAUONGaOYPDmSHBXwkbNyKbu/nUdhUVGkDyojLZWM7EE069IeV8Jvq8nST03l5eVFxh+srh6tw0qRGB+HCQ9F7roxNmN1lQXtrXsR130vlY3ZWF37qu3b1Ra6s0/dmFw/uVdd5a9GHJTCsNhJTIzDCOub+eBzF+NXlmgjecJ4Pf5I31mekmICykxcvJOgJzpOpx5EXvcsrw28Xm/dtviN4Lpc6C4z9Mvtdse0habUfbU5HA5KSkpi3kKfH/r6qS1kImLh0X3wxXiP3Tr/erg+/TsSDAarPE9SUlIwm83RYjN2LEf60dJLDKudBr0GRF51tWDpcbFLfAbz19jp2cqHw6aiDdzraoYk3SJwtIAe5DzkpyCvcptCCFGQX6HlYWTWwEQ4cutQb0bfdYzx6+TRmvK3CIiACFSrQL0btM9qVuQUmvj7m/G4fQZms3TFUK0lSDYuAiIgAiIgAiLwowL1LtCKDCtSGlvlFxuYZJyRHz348oEIiIAIiIAIiED1ClQRaIU5PGc6cx+6j2/H/5fdmw5XbwqO89YDIYNGDUK0zgzx/hwnTrvUaB1nYtmcCIiACIiACIjALxSo1EYLfGyY+ABf/nsqjgYZkU4+V736OgOf+B89T277Czd5Yr8WDENqXIg2jUPkFJikfdaJPRyydxEQAREQARGIaYFKNVq+HQtY9tZyeo2fyuUfz+DKGR8zfExXVv/7JYrryFPh+k5hOGSic/MAizdZWL/Tit0qtVoxXcol8yIgAiIgAiJwggQqBVohdwFKpdC4X2fsCQk4klPIzO6OUVCIvw7FKsGgweCuPmxW0LcSpSf3E1S6ZLciIAIiIAIiEOMClW4dOlv1pVH7F/l45AV0OHkQhucQW2d9SKPLHye5tEuIuuClH1/XEWS8U/HpIjudsmQMkrpw3CSNIiACIiACIlDfBCrVaBn2DAY9/Byd+zVjx6zp7FiwghaX3c8p486PBC51JfO68+v05DDDe/rYtNeCzRrbHZfWleMm6RQBERABERCB+iZwpEYr5PXqboGxpGcx6OGn6F1YjGEyY0tIgHAAhbWODCUdPUS6VivBEWbHARNb9lpolBLCH5S+HupbAZb8iIAIiIAIiEBtFrBgWNFDcsz5w58w9+nCoY+mcLgwgMWiYzBFyF2Cs9UZnP36wyTVoduHxV4TZ/Xx8fqXcWw/YCGroQ60avOhkLSJQOwK6GEt9NAvepgkPeSJ3++vcmiL2BWSnIuACNRVgdJBpQ0an3kq1qaZJJqsZAYDRy5y4UAAS3IbnHWsMkjXaDnsCrtFsXW/mcGd6+ohknSLQP0X0EHWrl27WLRoEQMHDiQjIyMSbNX/nEsORUAE6ruABRWK5LHNqAsI7l/B7mlhsh+/CWdpzv17FzDvv6vRlUG2OqQRDoPTFub03l4+W+RgzHA9YKyM81aHDqEkNUYE9OCretDzMWPGsGTJEk4ZNpQPPpqOYZgwW8wYCsxWa4VRHhTBQDAymHYwoJs1yCQCIiACtVfgSButw1+9xbf/nsShjcXs3TsPqxkMsxn37lUUBfvQow5ezXQeGqeFcXsNij0GVguE6mA+am/xkZSJwG8XMAyDUChEfl5eZGN7892EQmHMJkXeoUP4gx72bN9JwOLEYQF3iZfUZi1o4LDhSk7BZlISbP32wyBbEAERqCaBI4FWcrcBZHT6nMPbNxPfpAl2qwkVChGf2ZzeZ19ap9pnlVl5/AbdWvkp9rqYu87OWX29FJbUsXugZZmRdxGopwLBYDDSPuvt995l8j/vJtD8UnAmkBjcx4vjJ+Dr1pfm/v2sWPAtC3eYOOPcYbT35fDuxyu46L576ZIUwif/g6qnpUOyJQJ1X+BIoGVJa8GAvz1N87N203RgJThRbAAAIABJREFU1x/mTNcE1bEYxR8waNM4SKvMMHPX2hjewyu3D394ZGWJCJxwAY/HQ3bPXpgvHMbrC4KRpgo6UX6PG1fjLlx1xiX0bmIjOMfGn2/7HWrnd8x6dz51ZMCKE+4rCRABEThxAkcCLZ0Ekz2FtFZ7Wf3yC/hCdswWEwoPBbut9PjLNSTb6likZUA4bHD+QA8TPo4nqJuj6SzI7cMTV+JkzyJQhYC+fejxe8kvLCGk0o78n06331JBn37+mSK3l4A/RH4ArL4g+rM6dkWqIueySAREoL4LVAq0Qrmb+OqPV7NlWTHW+FTiG7nIW7WJ9NF/xFrXgqzSI6cvxMlxCrcP9ueaadwgRCAsl+f6XrAlf3VPIDKig9mM3WnBHBk3yyBkUjjNdahfmbrHLikWARGoZoFKPcN79q6ipLgXpzx4I+kDTuOiGTM496HfEZeYiv1Ha4HCFOQXVajCVxzctZkli5eyecfBE155pNtpdWkRIC0hzKxlDpLizaSmppKcnIzJZEL33yOTCIjAiRfQY5Q2btaCvKKNFAYMDPchthQdpmVmRqS9qAqHCEaqpXWtdPjIk4cnPuWSAhEQARH4cYFKNVrWxAbgO0SowUhMh15g/ay1xJnDHPp2PsXha34w3qG7YD+z3n2NNYGO/GXcyMgwPcGC3Xz55SycjdphONMq7VnfHtBTdQY3etsVXxabk5RUF80amSjxmTl4MJd77v8/0tPTue222yIds+onnurjVNGhOs3rgp1YlB+lMgu9pDaVi4CnhMwup9Bv0Voe+PNdpBl5dBh8MX2z4nF7/Zgd8SQn6x5pQoRNNpLTkrEQJhyOnvPlOfzlc2UWZe+/fM36+c0yh9pULk6kdJnHiUxDbdl3mUWsl42KDr/UolKgZc/qS8dzupC/x0anC7vwzZ1X4DfF0f6Oh38QZOmDX3hgL2F7Aml2x5EaLXfeHnZuy6dtoxCpDRtG2lAUFOQzdeq0SFBz5plnEhcXV61lx2azRTpc1QgrVqzgk4+n4Uq+hHUHe/P4vybz0ksvRfafnZ3NqFGjcLvd1ZqeE7lxq9UaacuiTWJ90hbhcLh01IPY1oi0bzKMSNmoPRIKw5zJNbc9xKk7d+E3XDTLaowR8BAMG3Q49XLuPgUsYR9k9uTux7phtloi15hKF7JfmSFds13m8StXrXdf1/8Z1ueJTER+Q7SFy+USDt2PZoXf1VgH0Rb6uqF/T6qayiqVyj476vrkoMvtD5Z+NpyMnhfhj2tBerMUQmGF2VS5bVOjdtmcl2Tn9Zk7jwRaZmcafYYMJatFEsu/mYFt5EU0cLoYPHhwZLs6AdU5vIYOrvRFUwPoThDHjh3L5s2bcSV9yPBbNjKsazesFjNJySlkZWXh9Xrx+QM4nQ5UMIhhMRPwedEDU0ewdA2ZYcbptBPw6gu+OtJrfhmi3qdhtuKwmSPrmQjh9QX0Bk5oY12dLl0Y9OPz+nX0wS9Lfyy8R46RYRwpF7FuoX9AqvtcPJZypfwB/CYTaRmNI0+t+IoLCZfe3jdMpkinpQGfD6WDRF22A36UMiJPEx/T/pQ6EnhX53XpWNJ2ItbRZUJfM8Qiqq9/S/TviExEfld1uYj1qSzG0OVC3w2r6rdEDyVWcSoPtEIl7Jn9FXs27sLRtAttzhxCcsdeFC75kM+fXEPvp/5Kmr3iqtH5yLhkgeitN50AbEl06t2MjKQwm1asigQeNoeNtm3bRlbIzc2NFNyqEvfDrf/6JToNdrs9EljoC4YOpnSg1bhtSyIVVw0uYtmSJoSIp1WrVhQXl2Azh1izeB2W1EQK9x6iyf+zdx7gVVTpG//N7SU3jUASAgRI6L1KFymKYu8Fde26ltXdta3ruu666q6urmUtf3UVxQoqFrCgWADpiBSlIy301NvvnZn/853LlURAQQKG5J7nubklM2fOeefMzHu+833v17EzWc6kuKkFTS9nwdfraNKmPdluTZGt6i3TLDbilZv4dkMFPq+FoJlGcatcRdxkO4VL9R0O02c5rjBvIVkyKA4V5oepOwd1GMEiadFKYZGYjMh4qKtY7M+jrTZSlyavTblX1FUsDmrgH+DOgoNcJyksEhPt5IT9AGGsl5snnyXJa6ZednI/OiX9T3KMfRkwfoyRLSmOtf7VB3jvnpdwNW1BZPOTbN54L+2abWTKzX/H1f8qHPaa1qxke2zudJoWaFhNP4vnryO/uZdpU95hR8RN74HDaVrN6po8uNzgD/VDXy4QmY2Me+Ulxv7jNoyOowllw/rtGpee0A8jHqeswo8nzYfXUckHL4zFOfpCTmmTjd1mw+VxoMd1bC4v2o7VjPvvC5xx30MU5zmprApi2BzYzDihSBxvRhbla6Yy7oV5dCm2s1bvxN13nIMZ8KObGhYMZTkzfyX7VhLvQ415ckzU9fckHnW9nYejfSksdlmuRfnlMNyXDsc5PZhjJO8RKSxqjouDwbQ+7ZscH/WpT7+0L8lrZH8wsaElQqfXTv4Sa7MRnPnWg6x//Ea+fPpPrNY8tLn8bwy4fgzeGvGJu5vmzm/PCfny3aRTjw5YrRbOHHMZ0aiBw7HbYLZ7j8P3ScycjZvkMKB7J6aVBomUvMBHM3dSMW8l7YZdzAUjW/HWo4+wdGs5y74PcLw9zNKFJbQf4ODT515mud8gYGZxzSUjybJV8dKjdzPensGVv7+G+Nz3WG7tyNnHFvLu8y/gyLSQ7vNgd1jxak42LJzKuHEfE9UraNrrZM4dPRibEcZIBTnWGAAyg7bZbMrqtq/17ho7pL6kEEghkEIghUAKgSMIAUvSoqXHNJyeXNLSfWQWtMDYWk7xVX9h5K2X4fXsZc1wj06KY22SjVl+dZIlzROmGY3GCISiGGYM1/fjWV85mFNHDOHrSRN5+7WX+XJLJldcdy5pkSoI72T6lGms2VhGfsfejD5uKPFvZ/DRrOVUxEN0HX4+p3WzMO7ZN1j23XcsWbkNp8tkycyZfL8jgt1mAYsNF6VMeGYC9nYDuOiySyhK16kMio/UHqA16B+EZInVcfv27epdvqdKCoEUAikEUgikEKhPCPzwZNMsGqYeJWYYxCNBLJ4iikYPUXo15j48648kIExTx+7tgCe3B+VaO5p5dBYt20zLfkdR1Lo3xx7bD3tEx+lx4fKls2XRbN78eAYxTMJVIQpaDmbk0N4MHtIP67pv2Rzxkp4mBNSGLz0dh1V8sQAjRsSay+mXnIS5bgr3//t1qsgi3SeO2EcSYoe2rUKCZc3/zjvvpHfv3vz5z3f8ENWiggh2CVamyOmhPQ+HonY5Z3t7HYpjpepMIdCQEUguXzVkDI6Evv9AtIQjVC17nzdGjeLz/32C6dzBF5eeygtDj+aNS+6h4giVmpKBqMeihEIxPJ4QjZoH+GQ2RA2dFnmZLJ+9gJ2lq5k5/RsCFpCF1MVTXufdDen85bYrSTej+HWdTWsXsmDJahYvXEw4r5gWmRG2bt5OxY5NLF+5BnHejUaixOJxwmVbKDUL+M2Nd/PbE/J56dEnWVtlx5kSuP7hmhDrVSQS4aUXX6S8vJwJb75JJBxSEU9Wqx2H3Yqpx4nFU+z0B9AO4we5H9htJmluE69r/18ep4nduufLZjVxO03SDqAuObbTnlprP4ynPXWoIwQB8XcWlwuJbhPHbHklfaCPkC40qGba2CXM0OL0Mdh7bFGd12x2rHYLejhCPBrF2bgDziN02UuUpLMKWtE6K4PsiMFIi86COZn08LXlNxeORHv4cf72l2XE81tRmJ+Hs00RHfq2Y+fmcfzjrkcwm7ejY34TKju14KvXH2Gq+GhdcwOdbatY+sBY7vzXTDLb9aK4IB9nxEZujgUPTQmtn8ffX3yRxi4rZ197NUXeOJHaCJOqJ8NT/LFcLhcPPPggTzz4NzYFWrPJcNExy8on/3uQN5c14saLurN6k4Wjh/XAbhgYeoxo3MTlcqJhEg2H1HeHy43DZiEWCRGJ7T3ctp7AVmvdcNolXNtEnAZlxf9Hyi2KZK3ZYmPJ9zbs++lq6bCZbNxh4+0ZLmw/mlSI2snw7hG6tY4Rju3fzSQWh5a5Ol1bxYjF99xHN3dZkauhIluJH2RkP49RbdfUxxQCRwwCQrJEmuj6669n2bJlPPTQQ/To0UP9dsR0ogE1VDMvushk7NjD0mVh3GVlZfvUnqiNRsgxRBBVBqE8zGU5zyqinVpCUyoWjXHGPY345+VBureOEo1rhMIx3F438UgUTZ46ostDnHDUwJvmIR6OYLHb0aNhdM2Ow2ISMy3YNNnGxONxKUIq+5q7dLYsFo1oOIyOFZfLruo+3LYZwULE9iRUu26Ga2vk5DRi1ou3c9k/Z3PHcy9zfi8H/71pDC+UD2XCgxcQrQzjsFjYtGkVIVs+HVu6WTh/Cbo9jQ7detA028X6JXP4bpOftt360ryRk3Akvkd8p2Ahsz8ZE2JJE0tnfS5iB5KhbLOYKg2WECmxDqklPUxWbfFQEbBit4SZtczJF4scuKpp2sr2wYhGZVDbg4TtCzchRk1zDE48KowkW6hui5Jjf7HIqYibkLz9KUKYxD003WPUCCKRa1r+d+bgEM0kd2k1Eib6d+kek46FscRSfvVGaKjrXbL4JAmZtFnkDOQlwsX1fVz8HO5iaZYJkMj2NHQspP9y/xQsaqtI5LknLV0FRlUFwok1diUBBC6PG02PETc1xF1HzoXSidvjbgYZGRl88MEHnHLKKapp559/Pi+//DI7duyorabuUY9gEQqFGrzlLMkx5DmyL3mHrKws5XesQLz4YvZzrroH5kfMD/JgMeIxZbcTwdW4buJxGEz9WqNLYYxIxIKQokgonBhARuIJIReZbB8O7hpYhoGSHzXjRGQqDcTUNqglr4R/Vs2ni2axqqVIWVJMlb0jEIyECcZ0CgsLiG9cx5bCNHbGGtOje1O+/XgCs9c78ZQt4PMtHn5zznF8OHcuJWYh8eVv8MWys7losI3nX/2CLsU5PDNnOZdfexnNXBqxBhbemYxDcTlMZY0SolTmt7B+uxWnDcoDGq997kFWYmXb1ZvtVAU1YrqLLi3jDO8RJVrNChSOoX4f2Cmy39YhuQbEkiVLhDVYlgpMMZVFSyY2+8txhZwt/d7O9KUOapAzTSxwJi9P9bK9XKthPZNL0+cyKW4a/0FEOTnywhGNET0j9GoTJRDWFCFr2iiOzSYNN4lG5LpOtE8Im7qmkzun3lMIHCwCQtwcMOmZv7I2YwS/PaM3kWAEzWYj3aXx5Tvv4s9rRVrlDpq07Yg9HiYzvxluS5y4bqBpFmXJN7WE5lvPHj0YPGgQy1es4Mwzz1Qk6GCbmNr/0CBQ74lWddhE3T473eTckRbe/MLNdXqVkqWocUPdNQMW1lqjiEJ8jR/2IkT6ow32qONH+6e+JhAQq0JBfhal+g6WzFtHWlER2VYDtTRkiPXQYNTZ13D2yYWsnJvGzKUrWO9xsHP5It5Yu5Jl/qZ0tNpZ+eWbTBs4mkuHFhAL1m9yK2RFyJTXJRMA2FGVUE1/f46bFRutyhdq/TYbi9bakGBOsQz1bhvFqqw6JndfFKIw16C8KkKGBzK8Na1GUmckrhGO7n92A82CCvgQArdnSRAYFVj6o+tkz20Tv8jyn1imhBjtbZfTB8pScU3iJooym3ZYePsrtyKU1evOSTd4e4abR972KrKXl2XQozhK3LDicVk4pV8Er9Mkrmtkphm4HYlrXshhdRwaGIevDmHq80EgYLW5qVo/hw/encRSdwWjju1DG6+LSLiSrSVlLJg2jbLejfnjiX1Y8cV4nnp3Izfd+0eau02smpW4ESeOFacZZNWK70lrlMfEd98lUFVFVnY2fr+/wVshD+L0HNJd90q0QutXsnnVNhr37YrD5sbp2utmh7Rhh6JysVJFogZff/E8C5eewJyVPvq3D6jZ7aE4XqrO/UPAjMew5RbTytzGxE/XM7xvIVu3JHytTAycjhx8bhvR0lU89fhYWhx/Lj3abWTtNzoRrLTr1odBgzvQrfsQsvIzCYg5ph4WIVfibC5zAEnGUBm0MGG6F1kK+3i+i52VGq3ydDK9BptLNbq3jvH7M/xqCVD8p1rlxRXpkuVtQ3OhGxYyvVKfpqxf+4JsbyRnr9v+zIbS7h/PX/ZaT7UfhUjJa29FrFxiwatepP42zeL8dUzlHuRMLHmbS63sqLQoHFdstDFxpgu3Q8MwLVz7eCa6LlY+OLpLlJZ5Ov4QtG8eZ2DH6A+kThz6pUirZHk1ka7rwPtWvd2pz/UdAZFPsjH94/dx9T2fkRWL+XL+BtoPtPLsvY9RYtNYNnc9I4+OMPG5Z1i5cQ3fLdvC9MmvsGajyZ13XcfssQ+yIb0DrmVfsdqSQ8mShQy55HbGHNOaivLUUm9dHkE1GZQZY+2rT/D5g09TGWrNyR89wvb/exJtwIX0OaFbXe7HfrUtMzOTBx98gIfvuZ2C47/GtORi0QLq5m93OtGMGNGYjs3hwq3WKkzCwSAxPeHbsl8HSW10YAioqNAQIT2NZvadzF23g8vO6c/na1ajx8UJGmLRMFExnQcj7IwHaG2WMmPabLZY+nP+eSN58Y2pLMqtYNF35ZxyycU0saAefgfWkLq5tViAXLt8q+SBPnuZgwWr7Hw4z6l8quShL9tcNipAVppBUX6cJpmG6r9YZgQ/YQRCQISYSRFLq9OZsAQpf6W985i6CUi1Vgkeeyu6odVYBk1uI/RIIijTPXGFR9NsnRE9Qjgl4brFzswlMWXNEl+1d2e5mDzHqaxa05c4eWRimrLWZXhNzhgUUtYywW5gpyg5GYYiu3KcJJRi9RIrWKqkEFAIWKw4QiXM+HY7Qy6/kfyFjzBu3lzmh8pYZO3ISw9cyj8vuQYt4qdkcyVte/TDdMc49+xR3Pv7B/nmu+UsXbaTrqcV0bxFBo23lzJz+TRmzviGM4Ym0tulkK67CNQgWrGSBcwfO5nia69nx2vTMS1NyO2Yxhdjx9P5+G6468F9Q6I1pAR3rGDy7O70a6OpqKpt69agu7MpLMilYtMSpsxfCVYffYYMpLFTJxSVNfK6eyKPzJaZRAJBOoy4lKsiaTRt7OTx5mGaNvMy5qRmZDsNmvfUsOoDsWV6CWU05dYbLmb2t5sZctltnObNpLhTG7KcbhZ+X8Gw0cdTnGUnegQngRUyYLcmnNjFWlMRtPDNGjufLXIyY4md7ZU2cjPjnNw/TOfCOH1kOVCI5S7DjvhZ7awSX45U+TECgomQIyGgyWKaFuwxTaUY69wypvw1xRTWqVByg8q5MPl+q42Fa2y4HQlft1fF100c6jWYMN2tlmNDUejfMcqQzrv9v2RZUlnxxJ8zrqnPcuSYLvlSd5OyZFtS7/UXAZvdydaVi/h60TIq3/o/nDtXs3xTFd/4CmjcvAvgpGO3zmwwTEJ2G3osogKYnJlFjBzYmsnP/B+uwq60b6Yx9t7xuLr3ISMznVKJ3UqtZdf5gVOTaFVuIxZtTKvRxxB5by4aVjKaF8DOrwnr4K6xdZ3v2x4NFL2mSy65nIImFp57eBzT5p1M1ZkOcjIivPL8k4T6XsFZoW956Mm3yevSG3PFJ7z12TRuv+12WvkS0gJ7VJr64aAQkKiNrOYdaWLRicRNOmRbiER1OrTKImZqNFFRcxbMeFQFHRR0Gsr5PazEJcDB0ImEgrTpdwKdByXkHULh6A+RPAfVsMO8s5Al0ZoS7aitZVY27bTy/iw3C1bZ1Oem2Qaj+oTpWeynR1FiaVQe9LJ09ePluN004jB34gg+nPBU5Ye1x2xKo3GGzolHJYQEBesT+0q0WCKo4JOvnWwtteJ1Gyxc7eC2/6UjfmJCkiUiUp6Bcj7OHRpSli8Zns1zdJpkGSoyM24k/b9MlRc1JWp8BA+ifTZdw+WIM+7llykYdR3333IKBLdxzx9/z3fbm1Cx8TMmfarx2msf0eHqS4j5g9gzfFRs+JQ5a8oZ0L8d9/znWU766zW4S+bz1bYId/ftwPj3nmGnPQjiHJkqdRqBGtTJ0+ooCjo8y4cXXI+1PELlny+nfOEy8i65i8waW9bpPu2zcbJkIn5a515wLqtnL+aRLXG++MbJOSPCWGxO7MY2XnpqLEXH/5nrT+oMoVN5+50PqKqqAJ9XOc7vs/LUP34RAnI+9JjIYCSKEHop4WjiQ/J3+U22jYYDRMOJbZJ/I0E/keSXPR6UyX/UvXdpqiwLykN5Z6WF1ZttfDDXxbwVDjbusNCiicGgzhGGdYtQ1FRXfkXiPyTkKlUOHwJigYqFdh8vOcTEqnVcr4giyPLfk/qFlb+nEK2tZRbemeVWAQtytv79ZpqSyhCi1qZAp1lOXG0r5/Wko8JEohqZPlMt/8o2QsCCYZHYTxw3RcB243/kfZLx46dV31F0bT8Uq25guPM467wLWe9sRn5wLVOmLaTfmDF079aBSLaP/E4dcVWWsGHNZoYP6EDPLgPo0akxWbnHcPUJ65jy3id0PusKRuS1VRHzKapVt0dFTfrkasLAvz2Md+zzbF9Xjm5No/NtF9H9rFHJ671u92Y/Widky19aAa4omtsgtsuPQrPaie7cgD/ehlG9W1JVuoOwYeHEs8dghCqpDESRNEWpkkLgYBCQh7Q4tMtIEgHbr1c7+Opbu9KY2lpuUQKdR7WPck+/MLlZOhIpJ1IEsvQkmlap8usjUN2CKOcmyYbk3MryoljHmjXWufnMKnWe5fs5R1uVhpece7GCzVtpJ80FX69y8PoXbrUU2bVVXC1Z+sMaBY0Mju+T0COTHvsk8swiNYkFLKEHliR81dvz66OTasGeCBiEYw6Gnnw+ZixIUNR7idF+yEl0NmLELd3pe5wdQ6SDRO6hXRvikQhFl/0JW3Aj/3v0aZoOP50+BQ78UTh+zM2cbDXRdQM9HiEYDGMmB8OeB0/9UgcQqEm0ROQwpzW9/vB31bTQ9hLIbKry+NWBttZqE0xDUz4uH8xzcPZwEWU0lSipqVep2aXVreF0OdiwaB7b4+m0KW6CIVPYVDlwBMSSaLXj8SRm+KLgHpabzX7fHBL7u+wWwqHIEXdTEX4u2lLyQJRH5axlDhautvHRPIkUtNKscZwhXaIc1zuslpUyfQaBkESzaZRWpeaqBz7gfp095PwmfeUMQ6OimpCqyEXIcJdtzjk6xJhhQRXEUO63sLLEqpz0RdB1xlIHHpfJ4rUWXvrUo7YXbbKT+4fI8BiEIhp928eUTlg0hqpDctnLceV/qVI3EdA0k1BA5IQSlnl5322JjxAJVmv3Lh9Tf0UplrhBuwHHM7S4LdZ4hJhpEqgqr7axqrDm99S3OofAj4hWnNUvPEF5xgCK2m/ng8tvptxaSN977qPXkK51rvG/tEFi1RKF+OOG6nz0OWwpdaDF/Fgyi+nWcSlvvfUh3W44DcvWb3jgb3+n48V/p2snK4EU0TpgyGW5z+PLwKgqYcp771MRhuLug+lW1IhgILRfZEuz2IhXbmfJthCFRc1UOh4hLHW9OOyS8y9hfZi/0s7M75xMXWhnhzi0Z8U5vk8EsV51ahnDYTWVk7RYroRcpR6Zdf3sHlj7qjvgJ24jkkQq4efVqTARBXnJsUEuHxVUqZFKKy0qulRIlmz/+hceyvwJcdZJc9yIwpfIXrRvFle+e7JceVS7qCJzsr3ULfpfSnriwJqa2rquIGAaGNY0uvbsqpzjJf3Yfs9N60ofUu1QCNQgWrEtC1nwvzdpefsAVjz3FMFGg+jex863T0+g4+Cu9SLqUG5Bmt2Lzw6z37qHZYu83JPdi+HNCrGkZXDqJddR8sB93HzbPMyS9eSNupjzhrUlFKy9NAwNaew5HE6WL5nHZ2+/xea0VnRvHOaxe2/huCv/xpijWxPyi86TpDpyo8fiOCQ5quTfs2rqf4bVgS/DR9mKT3nwvwu59+k7KbSI47A8pEwCgTBOjwcrklonisXuwCZinlYLwUAQm8uNTR5LmkVJdohivCRgjYYChGO1H0madGoXv6vvt9iUteL5j7ys3SrkSmf0UWG6tfbTu82uFDFAKCr6brup1e5PDWmkNLy+ynkW36s9ZSASkdBHd90l1GrCoM6JCEYh73OXO5Q/n0h7rCqxcd9raXhdkOUzFLE/75igSlvUOk+nkW+31IdYwJJWNfE7S5W6g4BM/iXFTTLNze4USAaRcMIpNUWy6s75OtCW1CBa0Z0bwduVpsVxvvzLcvKvuIXeowKsv+xtAvUg6lDAMU2dsJ7Gxbc/yuVUcO9rPr4tSWPwFcfgseuENRdX3nIP27aXg91Dk8ZZxMMB4ruihw4U4Ia8fXp6Ok8//TQ33nADpBfwzoefcmL/dvTt8gFr9CqmvT0ef5NeDO/q4v3XPqJx63xWzl/I1rKtlJkZXHL9DeRsm8tjd39AJLQT3dkOe3gT4556kTXBGEZGEZeddTSzx43lm63lDBg2gvjaOcz/vpyINZ1LfnMmaz97ne+2lbN9WwmdBh+LueZrFm4Kc/ZVN9A1z04ktg8xpgM8cbI8mOY2lBxDSamVN6e5lWO7WB6EVN1+bhXFBXEVkSaRaAnfngM8SGrzBoOAWKKqj5HkQ1asWN2LYvRtJ34+pvLdu+IEjXK/xuQ5biW2+sjbaSrlUrtmunKuF9HVXm3ijOwZVsuLQtaaN9aV1VSOYZjySixrNhiA61hHJQ/rl19+yYQJEzj11FM55phjUgmi69g5Opjm1CBarrx2eNz/YfJFvyMUzaXP0DYs+9/NxFp2IqPGlgdzyDqwr2lisdlxOHI4/zg71z3uIxwtw+eCSCyCoVnJzslRDY2Gg8pPIjX/O/Dz5nA4mDNnTiLnXOUm/nPrBXww4CTadOnHDRd04Inrn6CsVxEn9kxn1qfTaR9txatvTuNPT9zPwmce5J2J72Ium0bmkPNpseptFs4so2zrFtJYqq6lAAAgAElEQVRadWVUno2nHhjH5y1cfPDu+xzzuwfo0qiKeduactyonrz16GN8+EUL1rzzOumj/8I57WZyxf2P8tfHHqX7Ow/xyutT6XL7aWgVfrXMcuC9S+wh+fjE/yoQsjBpjovnP/aqFDCNMw1uONWvfK8kKbJYusRyJVaFVEkhcKAIVHd4FwuYOMSLY7wQMLk3ZftMrhrtV/eqswaH1O+T57hYVWIlv5GphG7HfpLwkRTHelmyttvgtIEJ3y+RFZGUQ5J2SepUcT+7fMoOtK2p7Q8MAavVqjSzrr76atavX8+kSZNYvHgxovmoS3b2VDniEahBn6yNOnDUH65j7iufkzPkPIrbNuK7Rr0ZdMYZ2I/4rtbsgGRHlwTTDvGBiJssW28lr6vIaMvMLqFxU3OP1LcDRaCyspKbb75ZaV51696Lay46jWUbNvDh2Jf527YdFOQ0Ic1tB4sDX3oa4KZr70H07dYROhXx6bKlbDeyuX7YIFp3ijG7ZAE2bzaVKyfx1bcJLa2AP0pRUQ/69+1MrmUD+qdf8OY3iwjHY4T8QZo060a/wX1oqwcY1D1K777t2bKqDQsWVhI1JAjiwGfyQppU5KBmsuR7O3NW2Jky383qzVZG9Q5z1wUhmuYY5KTrBMIW5StT/UF5oDimtk8hsC8EZFyJP5ahQ0UgETghpEnKhSOCSnpC8ltur7SwaYdVSYlICqLXdyUYv+mpDGU5G9YtSm52nG6tDfp1MgkFUb5i1ZN5i9xEUhcscYR9tSr1+4EgIMuGdrud3r17K6LVq1cvZJKaIlkHgmLd3rYG0ZKm5gw8k+MHnpkwSwcDtLnyaqx2u7JK1Lf4J3E8LszV6dY6xscLnMqpNKVRVHsDNhKJ0LqoLS8++lceeuhVFlRmcUzfYkJLp/H22jLytTAVFQFC5RG+31hCXrdCYuE4YvQJ+gPYMhvjWr+cpas24t70Let3VDHz3ReZWtqCZ/8xipvOug5/TCcW1dGsFpZPfYMX5kV4+bmbeeLKy6gIR3FFdaKxKJFomHA4rhyLw6EQMd13QAlY5YEmFgAhWOKULJGDM5Y6eX+2S/leiYjo3RdW0q55HAmoFOfn8kDKqb32RlOqpv1FIBmz4w+JrSvhdC9BGcVN44qUiWBqv/blyj9MRFZFpV7G8ScLnHyywELkNZETcSmJiVP6h9RYFivX4M4RJTORTH0kZEuOIPtLRoJU+WUIGIZM7HUef/xxrr32Wtq1a6cqkt9TpX4gUJNomXFWjn+IRa9NIxyVk6xhxMK4mo/g2KdvI8NaPzqd7IU8PCXZbp92McZ96mbVJht5WbqyQCS3Sb3/cgQk4jAcDmA48+jVwcPz99/GR7mZBO05XHrluWRv/Yp/Pfo8d6z2kFnYgYImOVQUusTEiC8nl3xXN04dks+T/76LuW7IKhxMrz6NWLT4ff7y19VoTZrTPCMdV6vm2IwYTTr0o/OXz/OvO++j0p5F95wM4uEW+ByAJYNWRQVYdR13dj6FzbLUcX6ud/KAkTEiOfLKqiyM/9LFC1M8Km+gkPQ7z69iRI+wyjsoYqIVgd0PnN2ffu4oqf+nEDh0CMg4FHIkciHJEt5FjCTiVay6MlEQ363v1jtYtUUCSMKUlNp4epJXSUjIdfDGF24sFlM574/sGaFncYyqkKZya3ZsEVPHEPIlpCtJwmQyK4Eru4+cbEHqvToCsVgM8dMaMGCA8s2KRiWCNIVadYyO5M+aedFFJmPHqj5E1n3Jm6dfh6XfKJoX5akHkR6L4sjpSpcrTsZ7kCYtMZGWlZUp9n6oBpEcw+v1qsG6PzMCCZ+uCmqM+WcWD11dQbtm8b1EAR2ZpzgZySIXsbwOFeY/j46Gy+0iVFlGMKrj9mXiFsE9zUI85CcUt5Dh8xKPJURhRYhPsySsQXaHnXBlBXGbC7fLBqaGHg4QiFnIyvQSi0SVmJChx7HanRALUhXUychKx4hGMS0WTCORCiXN61U4SC5Eq0VTgn/7arssD4pzu+ghLVpr560ZLpVzcHOphVP6h7ngmBAFObryZxHfqyNp8injQiIvE0Q4/CuOi32hf/h+Fyxk2UZewWCwQWMhqLucGmk+FyF/ANPUlISEEDFZMvxgrlMtT4pP4szvHCzbYEPun+meRLohmWjI/84fGlRaYGrFoIlOhtdQ+8v3RJqjxPlNWt4O39k+sCPJ9SFRgBIBmCr8EBEp10xDLtJ/4RiyYiMp5Pb2XM3KykJ871S5+GJqWLQ0i5P0Nv3o8c9/USAuMw2kyMRB5ATmLHfQsUXCT6uBdP0wddMkHApjdXrwOWVVWpbXEherZnfhtUMsprx7f0iQmriYTSLhCFaXyDeAHtOR3y12F2l2iArJkqJYjqTyEaLmIC0N4tHd/1P3BdMkSbyljn0RIyFYXpdBmd/Ci1O8zF1p56tvHUrc9tieESUqWpQv7ddSqXAO0+hJHebwISDWqGBQU4K58gARkpWMuD59UFhJqoid5eR+YTX+xYF+ZYmND+c5EX+uaBz+/EKGynog11iXVnFyMw38YejWOs7w7mEVFCJLmU0yExMV6Z24bOgiObHLZ7KBP8sP3wlPHemwIFCDaFl9TXBQwld//Afth7RSDTDjMWyZrSk6aTDOemjJlFmVXPDDukf47Bsnlx5XXaL3sJyDBnIQITd7zoQkKGHPX1VEwg+/JwlSEqgff0/+Lu/7rE9VuetIpogu1CwyM/c4EwTrzU+8vDxVQuU1erWJ8o+LKxnaLaKWD8XvpTJ4kKbdmodOfUshUGcRSF6ycr0kfb6ksULAZDldfu9UGKN328TERoLk1m8PqWVEIV7vznKxfENC+f7j+U6emexRZCrdbTK8RyRB5AxUEEl+tqGImuT/FMuYCK6K2r1MhFPEq84OkVTD9gOBGkQrWrqeii0VlG98j5lfJx5FejiIp/UoCkYPxlnPfLSS+IiOTO82Ed6b5VTLROJvkEpnkUSn/r7LzVv8r9xOlIP7+Gkexn3qUTNuCZE/a3CYFk0SS8my5FFaVQ9nGvX39KZ6dggRUARs12wlYiSWGJOHU5aqxFyJq04IKCuYWIq3lllZu8WK05Hwd3zlM48iZBYLapIr1jCxqPVpG6Nnm6jK8zmwU1QFsMg2wurkOkySv+TxUu8pBOo6AjWIlrN5P45//U2sLpdyeoxJihSrFU2z4qmnJEtOUCCi0b9jFJ8bFq+107lw32JHPp9Prb2Gw2FCIdGrST186/og/3H75PkgSxdqibDKwoRpLl781KOWL84eEkJeBY109T2Va/DH6KW+pxD4aQTEFytZYiH5lHCOl2wJEuEt159sIWr3UiTP7LwVDpV6SqQpZKl+7BQ3bofGY++YZPlMzhkiUhXQq22MDFfCdzLh4J9Qu5fP1Y+bPH7qPYVAXUCgBtGy2J2k5TahZMpEvl9SRofLT8dSEcbTrHH9jhoxURexLA9Nmu3i/GPE+XH3zUJOlBAq0TZ59NFHmTFjBjfeeKPSPRHClSpHDgIys87yGpQFrLz5iYeXPvEooi0WLEWwcgxCUbFwWdSSxZHTs1RLUwjUXQTkbipkSAJH9iwaXVtLgEriP33aRrnpdNi4w8rM7+xKi+6RiT5lyZKocLvNRDS9ju0VQbb1hzWy0kwlXyHHEEu1WL7UcqOG8v1KWcH2RD31y+FDoAbRIlbBvHtuZs6bX6LHi8g/4xg2P/BnqtpfwHHXHn/4WnWYjyQXpM0CvdtE1fKhiFC2b14z+tDlcrFq1SpuueUW1brS0lKmTp160GkSnG4vbskIa4Gw309Y7OcpK1mtjwC5iad5Tcor4dWpHl6e6lUWK3Hwldly00Y6EvKelGdInYJaPwWpClMI7BMBIUbJIp/E6tUkQ+e8oaJ9pyETISFR781yq2V+0bObtsTJcx96lPyEKONLxHgsjlqaPG9oSFmsxcol5CzTYyqSl8wpmiJeSbRT74cDgRpEK7xuDqumlzLipWdZ/eenMawFdDhvKO/94yMqrzme9HrsAyzLh/3aR0j3pPHNGgddWwnR2n0KRB6hSZMm9O/fn7lz5zJy5MiDU+7VNLweF4s+f4sP5q3FjNkYftZ59CzMJByNYVFOCbucuzVN2dfEqiYRcyoiT0UEJW5JyslcbZP4LsTRYklsu/v2tbsvDemTzWri2eWD9cJkO+OmuqgMmpw5KLzLgqUTipBycG9IgyLV1zqNwC7XLxWMkpz4yO1QJksXDg8qtxZxxt9ZFaIyoCkfS0mu/f5sJy5nQiz4j89kqHRXQs56t42pLA3di+L065BIzp3pNdRESxzuU872dXo41IvG1SBamsWKZkSJBEJoFhv6zvWUfbsW02JDS47+etHtPTshocguFxzVIcoH81ycOTioImKSMx8hWqKdMX78eLZu3UpRURF+v3/PivbzF5fLyRfjH2HCvABnnXsy4UVTeOTB+7jpzn/St8DJztJyTJsLr8uhpAisWpxKfwivLw2LNMpi4q/0YxWLmDgvYEGPBQnFLPh8TgKVlZhWJ+npdkT8riEVGarigyVRhKLOLj5Y46Z6CMcsimCdMShAs5yED1byRt6Q8En1NYXAkYZAUo5FBFKTbh1yjTfOkKhljV7FUQZ2jKh/iUzEik025UTvciQiH1dstLForYP7X/fSKs9QKveSmFsSvUvdUpdEoO99afNIQyvV3rqGQA2i5WzZn44nTmTGdb8H3UHJb88nXGmn132P4qvHzvDJkyIzG1H5/miek43brSrDvcx4pIg1SQTK0tLSyMzMVEuGyrKU3PkA3kXrSa9cwaT3v+GUO5/kuA4eoj06UdxvBW5vFZ++8jIffhvEUrGODidfSVv/PF6btgGvw080oyu3Xn8inz77JEuCbso3lXDKVdcQmDaR97/bQv+jjyU3vpLpywLo29fS9aybuHBEO+IVv5wUHkDXftVNxZIn/hteJ5T6NSbsiiIUjZ4zBgW5cJRG0+wY5RX6D3nhftUGpw6eQiCFwC9GQKxV+i5fWlleTKrdS4WFufEfvGxvOMWvcjyu2Wxjww4L67faeGeWi8lz3QTCJj2L4wzqlEgvJMm2JQpdyJdmSchY/OIGpnZMIbALgRpEC4ubLn94mKbHzqJ07TaieGnUrRt5hbkNArBwRKNDc12FFX++yMk1JwZqhPQL2UqqrB8UIGI5DPpxZnSgZb6Digo/EiJd3KUHVJawvXV3Tixys2bqq8yYMg0jdy2VnqN49O9Hc/Nv7uaLhb3pMng4zWImX457ii+/mItzzSJaDPw9V5zSivlfexjd2sl3k9fx6eQvOeXYrtg0P/U5D7wY9ZJCo29Od/HiJ7uiCEWm4egwBdkxTKuHCr/kcUssFxzUOUztnEIghUCdRaB67kXJPSoO85LkXXwx+7aNcd4xIeavtCOZHpZ+7+Cht9JU1LnbaZDmgvOOCaq0Wn06QJbPUM71ohEmJEwU8Bu6S0adPfF1tGE1iZY00tCJlGxnx8LFxJ15pDVrA4V1tPW13CwxHWf7DKVgPH2Jk3OPDim/AJk51VYRK5jbaaekqorK0rWU+620b+LE47Ixc/yrVOYUEl66gGklMVq67IiPkcWWT/fObXC43ORk+TD1CPM/nsJKZyM8Toc6ZxnprclrlQc2neUzprEw6KTA5sRu0+SUJu4M9XD5Vzm5u5NCowkdLLmpnjUoxNlHh2jayCAcg7KABY9bfN3qIQi1NThT9aQQqKcICDESAWIhSapEoHPLGD2LQfI2/u402Fxq5dOFTqXl9a/xPuXj1baZJJ6wclyviNpe5CeErCkFfXHgNxPRlPUUtlS3agmBmkQrtJNZf7maee8sIb2wGXokxsIXnqbjH+5j2OXH1nsWL0uHEvR3cv8QNzyRwc4qiVgxVbRLLeGN6HBNmfIRl1/2G0p3hikr7Eb2dafgX/op/3l1OpdceTbjv1jExX/5B1Vv38uUHWVEMzX8wQiY4rgdZ9vSr/h8hZ/7/3UVE277jO2ZAdKDIUK6hXjJd7w2YwU3P3g/65//EyU7KjDFBl7PihAssWCJD5ZYr17+NCHTIFGECR2sRNRoZXDX0m+KYNWzEZDqTgqBg0NAIh0l4CkZYZybqXP5qIBKvn3WECUAxqS5PraWxnlrhpsHJngpampQlB8jL8tQOU+lBTkZBlbNJBDWiO9K3K2kJQ6ueam96xECNYhWaN1XLP+0lIHj3qdzl6aYusGGN+7ni7ETqLj0WDLr3/N6j1MZj0MLlQjV5O0Zbn5/hp9ovPY6LjIR06dPZ9v2UnXsRps/ZPxLfip3+Lnw1ts5rkdzzC2L+fy1/yM7qw3nHFdMEw80y2xMOGyj1+D+5PfoQ2PbOF584hmyux/DCcXtsIXyycqxQF4PLj+1Mx+99BSZjbpyYffumOFovaEZiShCU1kCRWT0laniZ2HhDLFgDQmrRM/CSVNpcvYY2qkfUgikENgLAklSJBavZHCM5HAUV5ErTopjRvyUlFqVvt7CVQ6mfuNgS6mNN750IzITYhET14VRvcNKkkJyCTvtpsqHKmROpnopO/pegG9AP9UgWrbsQnI7tSItqxl2yUsi2dwzM2nUMxdv7XGNOg2vOL/LzEbCiJ/90MM5R4fUGn1tqQ5XVFRwySWXKE2uRo0ace/9/8TnS0M3DPRomEp/mOHn/Z5jMRKWKCNGXBwzjRiVQZ3jzjsLIxale8e7ONM00CwSbRhV2xqxMP4IjLrwFkZjYKDhcdupKKskKnUcoY4FSSd3kWkoD2hMmO5WqXJEtPDMIYlUOc1z4kp4NHmjrNODLNW4FAIpBOo0AuIuIvfLUEjDH7CovI4+t8nxfcOcPiikLOkrNloJRiy8+plENMMnC5wqefYx3aK0aRqjMNegZ3E04RNq+ZGQap3ufapxtY1ADaJl6FH8q+fx8YWnsKxrE0w9xtZ5i7EVtOH9C6Zh2IoY8K87yc9113Y76kx9cnFJlNrQrlGefN/Lyk02BnSMsu+kPAfWdJFayM/P59VXX1U7BgIBysvLa6TyCQWq9lqpaMeEg4mk19HY3rcRLpXcX2luGR7MI5Vh7XItS/OYyoldnNyVkrv4YO1KldOssa5UomUJMVVSCKQQSCFQ2wjIPVX8d5WjaxyVB1fuxV1axtWh5Pkgvp+zlzsRa/pn3zh5YYoHj0v8Y03kHnXawLDy95Xk2w5rwkVFrFwygVcT6dpudKq+OoVADaIFThoPGIYnHsOIGWh2jeYjT8BCnGjAr3SZrJZa9AyvU1DsbozosGT5dOUU/95sN8N6RNUFVBt8ZW+Ri/JbquyJgCwT2m0osvu3cT5WbbYqC+M5R4eVDpb4V5RVpVLl7Ilc6pcUAikEDiUCImVYU3MroeUly4aDOkXVUuKy9Ta+Xm1nZ5WVf7zqQxKAiCO9FFG6z81KREE2yUxENUZiiedAgtQdytan6j7cCNQgWo68zhz94EN7aYNw74ZDBuQiSneZ9G0X5ZXPXKzbaqVRup5KWrqXkXGofpIEtGK+f/ETN/95K41+HWK8e3epWtZNpco5VKin6k0hkELglyKQJF7ypJQMuK2bxunUMqaeGxePCChiNvErNyI38X8feNlSlpATykzTVSaSYd0Sgqv52brS8ZJlSXkWmZK/8Zc2KrVfnUCgBtEKrf2ceS8sp/N1l5HdxK5c+DZOfo6FEzcw4LG7yU64bdWJhh/qRvhDFkb2DPPMBx7WbLYig1/yaKXKoUNAfLHcTlPN/FaVWLntuXS+32rlnt9UcXyfsEoSm3JyP3T4p2pOIZBC4OARSJIikYCQlxAvsXSle0yuOdGvfL/OLU1ENX7ytZOl39v4YpGTpyd5yM826d8hgtMOpwwI4bKbiKSECDGHIhqplEEHf35+jRpqEC2bO4vS6WN5e8FMev3mdILzJ7Fw4nTyRv8OkWtqSEWUgTO8Bh0L47wz083gLtHEtKLhGPYO6+mWXGYZHoOVJTZlxZr4lYvBnWL855pKlRRWrFjJNByHtWGpg6UQSCGQQuAgEBDiJVYpcbqp2OVLKo71UkSr0TXSZFu5hS2lVkp2Ssowt/LEnzTXhUTBn9A3TFaaONbHaNssriSIZBlSLV9GUg+kgzg1h23XGkTLkd+d0a89waQxv+GjqyZjScum5x2PMOzKUQ1o4TCBfXL58JiuEZ6f4mFHpQWvw1SOi4ft7NTzA8mtxmZJWLGiMfhgrot/vuHD4zK4+0I/w3tE1IxOghNSJYVACoEUAvUFgaQflqQOEoFlIU6t8+MUNYURPSPKEjZ/lUM54b853a0I2Puz3cR1E82icVr/EJ1axunaKorUIc8r8fFKSlXUF5zqSz9qEK34zoVMv/XPlOxIp8vlozHXL2L1Cw/htrk46tKh1Ea6QxUJdwhHQzL/YG0cRy6Afh0iPPm+h69X2tVSYlIA80gYALWJRW33V6iTyDXIDefj+U6e+9DNqhIbZwwOc8tZVcqZVAhWQJwdasFDIYmFqu0Qjr/axulQ1Le/WNidHuxanGA4ima1k+Z2Eo2ECMeSGeYSrbM5HGh6nNiPUijIPiIvEvIH1Wz+UPTlYOusfp+ojsvB1ns497fYnKR5XRjxuLpSTD1OKBzZ/6tGs+LxuogFg+hybVhsuD1u4jHJF2gSbeA+E4djXMh9MEm+ZIlQ4qN6FUfUe992EZX0esEqOxt3WFm23s4LUxL6gS1zY4zoGaVf+yhFTXXsVlOlC5K6fnQ51sqQrH691EqFR2AlyfFwIFjUIFqxnSVUlucz9KmH6Ni3HYS2seSph1g0eSLtxhxNI8fBWxZsNhsWi0SKHXxdeztH0nmpX46TBGRv2+3vby2amLRpBp8vcjG8p47dfmjavb/tOZDtqmMh+x0qzA+sTZKo1cTlhG2lJve/nsbnix2c0DfOvZf5adcsRihiV46jspwor9ooSSykLrvdXiewqI1+/ZI6kljIeNgXFla7nRUz32V5uBknj+iPs3I1Dz30Gs0HnMGZ/YuIxnVMQyduavi3rCPgbEJ+lhPNYkNC3yUjb7BkMa99to7hZ4+msc0gruvoRkII8pe0+1DsI1gk70n7wuJQHLe26rTY7FRtmM+jz0wg6vSqcZ3RohNjzjuLLFtELbfHdQOrzapWJQwj4WhtsVqwqHuwhhnazMSx0+l4/Ml0yPVC5VrefO8bWrdtTGUknUGDOkEspuo21Dk0Dtn1o8amzaFSkgX9AbA58Xo8akyZRgy/P4A1OQEIRrG73HjcDjSJjY8E8YeiuL1ejGiQiETOH+RzRp4lMi5+jRL7IcBfVlI0uhebHNVBlg51bjozzIylDuavdPDaF2k89xG0yY9xVIcYx/UKk5sFmb6EFIUQLt04+Pyuyefqr4FFXTpm8v4p9w0ZX3sbYz/+rQbRcrYawug3TsCWHFfuJnS+6X6an74Cu5J1OHiblgxaaeihLFarVV0ctXEcweK0QTH+85YTg5jyVRMz7ZFSBAspcpH82kVgc9rEMdRkynwntz5rJz9L5627ghQXJG6KoYgTixWlNVPb7ZULwzAO/uZb2+36NeqTcfHjm8Hudmg43E62rZzDvLCL84eX89R/xxJp2Y9h3VqqWfOmjVtw5zQjz1vBEw8+jPu4a7nh9B5UbtvIjqoo2fnNsYW28uVn8xl56dmES0uIWb2kux0Yh/j6392P/fsk14bg4XAceY6oNoeLzZuXsLLCyp/+dA0uM4LF7sJnMYiHA2yriNG0oAmVWzdSFbPQOC8Pp9VA12Ps2Lode1YeTZ1RZn06jYJR56HpYbaXrGbaJ7PoMPI2utnAYhhEQ1XqvOY1zcdt6gnL1/7Be0BbCXEMb13BBwu2MuTk4Xh2rubFFyeww2/gK+jKheePZuu8qawONebYo7uw8ZvPeOKD2Rh6jPZDTufUwcVMe/9DPO2OomuLdEVKDqgB1TaW6+PXJFrVmqI+Cu8KxRJCqnJbP66vyXF9I1x1Yowla2HKfI13Zrp44WM33Ys1eraFU/qHyEk3cLlN4lFxpk8Ip/647v35nrxGauO5uj/Hq8vbCBbCZeR9f4oNLbHhwvv/zPZ4Gwbfdgob3vwUS6ueFPZsyoK/38qGnQUMe+jm/anvZ7cJhULouv4TN/mfreInN0gOgnA4rB6qP7nxfvzTsJsU5dkIhBy8O0PntAEhgqFfn7TsR9MVofV4PMRiMfXa94N1f2o7+G3SPQZlFRZu/V8605fYuP7UABccE8Jpl98TfgaHyl4o48LtdqsxEYmISf5QHengcTrUNQgWTqdTYSDXyZ5YaJh2C4bNjdO/mvv+/Al6jzHcPqYv8YptjH3sUWasDhL3NOby0/uwePFijMbzGFFQwisvf0Z2voelJU6uOLMLjXMbUfLVRB5//mPOu+E2hrROIxRNZvY91D39+foFC7lhyisYDO4Fi5+v49fcwoGVcNTEk5aG25uBW6/Cl5XO3Fcf5eF3v6bvMcfTLa+Kz2dsopG3nM3uXlzY387DT0yhdftc1m4MceUNF5DdpDHxjbO489/jaXVUfxrnprN0ytvMingxNs9l3nY3jbWNxAuGc/vvzsYePjTLwVanl7I1C3jjte8o6pnPS/feR86AMxjWtxHv/O9R/qXb6FcxjY8retDMvYwHn57KqPMvoll4NU8++Xd0262snDiBtJMK6ZjnICiS7b+wyHUh908ZF3WxiMFPis1i0rsYBneCTTuDfL/FxnuznLw7w8b/JjtoU2AwtGuYAR0jtMrTsVpMZSEU1wyxdB1Iked38hl7IPvVp22T/ZfnSDwe3+s9Q1LtVS8yX1Hfd8ycyvdRg15lq/nqpt/jOO9+CnueR3DZYkq+DxGvJSuODN7kq3pDavNzsn55P9giDoYdmsc5uV+EVz7zclyvhBjdoVj/Pti27m3/6ljUBh57O8bP/SanQXKCLVjl5F/j05SuzGt/Kqd987jySwhHE2NQLTn9XGUH8ejT+uUAACAASURBVP+6gMVBNL9Wd/0pLMTg5Ha4yHDCJ5On0K6lhazG36PTn60LP2PSdw6eeuY+pv3rFt6btZWhxw3HO2QY+XkRRp3monTbamZN/YTl29pS/u27XDnXw13/fp5j2/soC0T3emOq1c4dYGU/hcUBVnXYN5dry+lyseHrL3n0wRg2M87IMb/FrNqAr3gYt994Eeu/mYUruw07Vs9m9uS5rGhWSMxdwB3338+EP/2OWfNWQ3Alf7z2Yy78y1iuGRLl9zO+I1JVTlnQILptKx1G/IVbB5ZyxY2vsi3+G9q6dapCESzKD8+lfIli4r8XjWO1O/G4dlkHTYNQMICu2XDarUQj4ju27/uy9Ecscjm5GSz68C2C2YP47UWnQihM0V//zdZAjFWTZ5PlC/Ph+M/pPvpazh7WkVC4B/9o15e4PcZqpweXyK/vY1lnf09S9XGxv/v8GtvppqbyMIai4HMb9CiOMrBThE07rKzdamXSbDdvzfDwv4/TaNnE4OT+QSUfIYr2Yu1SyvQaKsIxEk/IUeytH0k89va/hvZbEovk+8/1/4elQ6vLg93qUD4WzsxM7J7EhWJxurC5ZA28gRZN3BM0ju0V5t1ZTjaXWSlsEkePNlhE9nsgyAPbYTeVTMZLn3j5x6siPBrlbxdVKcmGqqBl/x129/uoqQ0PBgGZrblcbjZu2sCcJevpc/rVPHZ1Fy4/51Ke6taTs33gzM4lE2ia24T4qlIqYyZZLiubVi5k/PiF9Dm2G750N+gRdIePpl4P23fsAGsmmkzYUpfOwZyiPfaNRsK06juC2+66HY/hx+m28tHUdFo3zYN4kG9mfM6nKyIM6pWNx72VeNxLcescbBjY3R4cpk65aaFpQR7+sq2YWiN1iixW8acFX3oLmuf5iJsVOPQIc7/8nJyerUnLbIQZ2snnH31MRQTa9hhEx2bpbNu4hpnfrVZEzOHLYcDAgdgDm1m9LkRei3zspvGz173VjFC2w05hUVuIBQn6/VjdObTP9bDGMDFDZYTieXRvlUOgMkAwGie7eTFpju3E4zoOp0stBYvPljwMG0qRCERxhBeHep/HoHcbQznKS4qyucvtBMIWlStW8sSOn+ZWUYqZaSanDwxS3FSnKD+u9hVDgmh2pUrtILB7Dcw00axOnBk+dTO0ODzqCDabtcGbCoXlt86LI6kSxn3qVqbX1BD86QEoJMvrNimtsvLbxzO57/U07hpTxbM3lSu9LNGTqSUj6U83JPXfA0JA/JTKyko5btgI/vDAy2xfMQ2rr5g7bruYSf+8mZlVmfh2zOGl9z5m4pzlFPXvTa5tG0sXfM3sr2biz+9Ix2xYt34j5eUBMloezd9v+w0fPPJXPllRicu5fz4NB9TohryxpmHEI/gDIQzD3OUuoRELB6kMRbFpfr6au4DM7v3JiZWyrmQrsuRRWRVQ118kGEDyrZqOVvzx739l2wdP8MTkxZimjhA4iV4MBfwEIzp2t5NvFk3i8lOHce6Yi9GiO5n47FN8uHA9we0r+dfdtzF1VRUrP3+B/46bTJXfz6x3n+SBlz6matMS/vvIK1RY3ErS5edOma45yGoEmzduRLN7cHsy0CpW8cqzr1GKHZs7HY+jjI0lVXjT3PiyMlk/czLj3/gKm9vD5vWr2b59u3IXSC71/Nwx69P/hVsK6ZLlQRF5tltheI8oJ/UL8+yNZbz6p1LOPybE6L5htYx49zgflz+cxfX/zeCLxU62V1jJ9BoqmbYtYRysT/Ac9r78YNEyMQmsnc6se0upjMewzH6Trx5YwobvNqA5Chv0Q1FmCCJeetmoIP+ekMb20Vb1Paan6NbeRuwPJKvSwjWPZWDVTB65poKju0SVYJ/8vwFNMvcGUZ39TZw7KyoqWL5ihWpjpOQ7YnGdZv3O5pYroMxRwK03XcRL478kZ+AZjDmmFyUZWylZWMlRJ48h+uEUpnyTw5V/+C0tCvJo2zRMYad+XHXZNqLlOzEKm9XZvh+JDdOjETIL+3L66BA2PYRhGkTCMdoMPBaPkUdV2MulV1zAG5/MYlFOU/7wu+7kN86gebGdSCBI52GjKHRmEW3TkhYtOnD5dRfy7XaNkSePJMtnoW3UhiVUjK+Zi5itCdE0H7CFRYu/pXLbSmYvW80Jt9zOiZ3T6d1pPCWxCoKGlUEnnccVFw2jrG8GNz//NZU9e2O3WX7emKlpmHqUndur6Dn6Yr6+55/8b3wuI7rkMfGpe9mYexLDfRHKKr2cedZw7n/qSVrkXEGz+DoefvwZBl5yK+HwGv52+Qn8r6iIt956i8LCQsQXsSEXsVD5Q4nnlbr36qjoRJGDkITXVSGNKfNdzF1hR0iX6Hr1bhthUOcY/dtHEKuXx2MSjSRkI+Qenir7j4AtqVHka9OJ9KqVbJy+BHeXzhDZwsqP12HxNaVxUXN+YGT7X3e92VIGZjiq0aMopoThFn9vZ0SPMNHQvtez603nf0FHJGXEzkoLlz6USbbP5Knry/G6jR9UkX9BlaldDhMCYu1o1aoVzz77LHPmzOGqq65SPjaRSIwBZ4xBi4WJGkXcfucQzHiEiio/uV1P4OY+onkWo9MtfcBIyDhIEIbVZiEUCHH0qWMwo0HlnNyQlnIO9WmLRyOkN+vG8a0tymlb/J+ikTgtew+hDXECgSBNu4zkz31HqyAkIWJCnMUhOuAP0W7AUCyGjmazEg0Gyet3Aj3cTvyBKgxDU1IsEgZsRENELBk8+J9nefWVlzn2uFFktjiKk0d+w5O3nsPUXkPo0GMglx3Tno9mx5k28SUeq1jM0plTSR90LbkZCd8sde5/4iFtxmM4c1ozfLgLX3YRN15/Cc+/8hYvfu3A1fJ47rjyTLbNmEQ4mEfLbj259vRyxk94BYsZYcCFN3PZ6P5cP9Gq+rpixQpWrVpF27ZtGzzRqj4OkyQpEBbilZB9SHOZXDg8wJmDNUqrLCol0Ixv7Tw4Pg2LJY2BHSP076wxqANIHlp5SZq6I8VXuXr/f43PmnnRRSZjxyqxOtFI2VvRLFbsXs/Pz0b2tnO138SEW1ZWdsijDr1er7qwJJS/toqQLY/T4I4XMlTuw+d+X6Z0aOryQBO8D2fUoWAkqSW2lFm4/OFMsnwmT15Xrvy0kiJ8tXU+DrQewSIVdZhATbD46ahD8Pl8yselqqpKLTXVV3IkWBzJUYcHeh383PYiZyARU7Kc+ONznryGEvfXEFX+II0a51D2/VK+Xb+OSS+8jm/ABfSyf8kbCxz85qzh+Nd8xXNvb+XKa3rz8durufHhO8gnSIV/H5F84sLyg45WEIvDhVtE9+R3DILSLocbhxYnEIrhdHtx2kVW1aKIv9yP16zbwF133kFxcTG33nqrkmj4Jc8C6b/cPwWLhlLkHi5RjJJyT4KT1m6x8s0aOx/MdbJsQ8Jn76j2MQZ1itCvQ0ylBpJ9JFG2ysPYAICS60CugZ+KOszKytot/XDxxbsNVXZPwierAeD0i7ooswAJhb14RJDLHspUIbTtmqec4pNgykUp8g3Pf+zlsXc9dGsVV8uF4gxfGyRLPRBdHtwOjUBVAIm0cXo82GXWHpSs99WWcTULDoeNWCSKplRPrditYn2sPpUWn0S7ik4Kh8I/GQmV7GNDeheClSw/fuAmf0+9NywEZBzIEpy8LHYn+vbv+Ms/JnHSTXcwZEgn9BUzeXPjFkIFOgVtunD0oIHQ1sW7U14kYnGx8IsJnHb0+1x71eWce+55e5dNUEuHMQKBhGCUHovgj0VqAh0JEVcCzBANB4hWWxWU+0TLFs0YP3688lfz+/2HdGJfs2FH/jd5zolLTCyR85qmjXSaNdY5Y1CI77f7WLRacv+6eOhNHxarSefCOKP7hmjfIk7LJjqSk1bsNSlH+ppjoSGvCNZEYj++xeIaTXN0GmeafPK1i26tq2qFROzHoev0JopkeQ2efC+Npyd7uOFUP6cOCNeiJUtmlg7mvP0kY6eG+ct/fk8zV5wPnn2YOVVF/PH6k9CiOlarpnRNiAVY+e1W8gpzWfrV1zjTYMnyKs658hzS1S0aJKKqdMVXjPtsE6dccgYZRhi9Og+r04inGpdC4NdFwIjH8BZ0pF/7T3j8r3/k3fwMqixZXHn1aIJfbebl8W9x66Y5BKrKGXDeZRzVMsTslQsJxuGuko2cddbZv9jS9FM9FzIYjUbVK7ldaqKQROLA30XeSIpMllvlmxRkRzihb4j1W23MX2VnygIX97wqPl0aHQtjSiC1OF9XeRvF3UYRLyMVaFyDaMlsQPJl/bgIy7U5knLxP/5vw/kuZukMj8G5Q4P89z2PGlRCvKK7BmPDQWJ3T5Mk64n3vDzxnoeHr67k+D4hyv2WWiWhdoeNHavm8PHnOzlv8+9oXVjFwhkf8rn7bP7s8VK5eQkrNlfSpmsvYss+5L57JnPF/f+gS5+ebP76XWbP2cK511vZumwxa7b5KWjTCVvVFubOWcrxl56LRUsRrd1nNfUphcDPIGAaROMWhl14M71O2E4gouPLyiHNAeFhl/FYf/HHE5V6N41zstCMOBdccgUTJ07k0ksvVcsqQohS5chBIBwVOTNJXG0hN0vn9IFizQpT5rcwdaGT2csc3PWiTy3ldi+KMqx7RL0yveLPJbITCVHqI6fHtdfSGkQrsmEOU2/9D1WmjiFa/WjIkqIeCeAoaEvPy66jsEvDjhoKRCwc3zvM/032smyjnZZ5QrRq74QcSTXVJFleHr6mkpE9wuyoSITwV1/NO9h+qaXD9Gy6dMggsO57NjvCBK35dOxcwPaVM3nsP89ic9uJzFzGiS0qKNm6gfVrF/PN9Lk0aZtLbl4W62a/x1uvzSK3qZVnX/2Uy07rSKZPfA9TpqyDPT+p/RsgAiJGGorg8mXi9okbla5U6mUZ353mUy8JtoqEQ4pYPfDAA9xxxx1kZ2eTUhg/sseLLA0qnyzlMmIyZngwEb0Y1JiywKk0u+56MZ3XPo9zVPsox/aMkP//7Z0HmBXV+Yff29v2wu7CLmVpS0dALAho6IiAaDTRWBKCmpigiRr/6TFqTDUaNcYu0VhCrCAq2KjSpJeld1jYZdvtdf7PmcuFXQVF4a7s3u88z92dmTtz5px3zsz87jnf+b7cKFnOmN7LFQyl1lP3mB8twGRPI+rfjcdtIL9LF/K7tMW/dwfGnPZYD67ig3sfoN57+gzMm2NTU/b1TrtG7w5hps+36+PRp1NQNBcmcZGl6cOFj8xw8cBNcZGlerJOd1Iiy2a1YTY7aF+URoX7AJs3bia9UzeKrT7ef/NtTAOu476/3ot5/VJ20JqLzh/FiPN74K2pJqz8C4UCZLXuzbgJQ8nKyca9ZSNbDtTrU85Pd3klPyGQOgQ09EDTURWs+sgPFk3T7aJUqLXokdlC8eUoWVlZ+rCeuqclNX8C6jIq90fqua9ss9SM86u/4ePvN9Xx9G01uv/J91bYuO6vWUx5IJsn3nbqRvV2m6b76FIRQ1IhNerRUubC9ta9GXHXo7TNj1e/6oOnWD4/jREP38Cbo37DwQo3GR0zU4HNceuoGpYSGd8d6eWmf2Tx8QYrg3qF8B7xUXLcg1rYxkRP1qMz03h4hpMHlcjqF+9CTkZV1SyoHTt3suCTctJ6X02edwezltXSv3sR62siBKMxnK40wEmu00J9TS1BdfdjwGQ2qQnM2O0mVi2YzYcL9zF6fC8yM1ejxRLOTZJRaslTCAiBhgTUzL+vMvuvYR6yfOYSUDo7FkV3kKo6H7q0iXD39fVU1pr0mfpvL7fzxmI7z8xO043sx53jp1f7CH07hnU3EUpyKbuulqjBGwmtSO0uKhavJ3vlWrL7tcEY9lK5Zh0HP9HY8YGXem8Ui3Ixm+LJFzLQuzRCSasYK7dZGNQzpLu+SAVtfkxkuXjkTScP/qBe9ymmxumTkcxmMz6fl3EXT2TDhvWMvrKYiUNsfLg3hytGduSjvfWMGVDKQ9Of45VwB9ZE0rllcG+ee++vzF9+Dsr/UygcIuoPsHXLZgJ5ZZiqd7N1xz76B0PIjMNPXzUNo8mqe5IOhcKfHVQ1GPVewEg48tnvPp2VrAsBIZCSBJRYUob0yhhe+dxSYqpf5zD+kIEVWyx8vNHKS3MdPD7LRHF+mBH9QpzTNUTX4ggWs6Yfq2Y/qg7RBvPJmy3LRkLL3mEw3a98iUU/vJLl+bmYwtUEItkM/PufCS17HlO3XhS0Vj0HKZ6Uco/B8LOCvLrAwQ1jlc8Z3dVLiwZzVGTNcPGwPlxYx4izgroxZLIqrmYMKceXBw9W6KfwHyiny6h/8seeUQrb2rjUGqDngC78OGxhUXklU358A71Kc5l0zTj2hGKM/c6VOLMcdO9hpFtHO++8+T5bPPn8+t6fkZeTRa9OvUmL+jm+B7lk1erMzddgNBPyVLHfD23yc4lGj02OMRiMRAN17Kz0UVBchIUvjll35tZUSiYEhECyCSiRpAYXlCG8SuodMqhHSI95O3Ui+ojQiq0WXlng4Ol3XJQWhXX/XKP6ByjMjpGbHtO91qsZ/805HXVY2rAS++e/zf51O4mZLeQNHU1pl2Lqt69Bc7Yjs/CrDxuqcfnm6rC0IR+1rEIXqKDIP3s6kxvGePXAnR7d0+6n9/z61hXv0+Ww9KjImql6suI2WcP7BfSx+WTXUA0dLlq0iPnz5zNhwgS69eyNIRogEIphtxjx+kO64a3dYiLoU3HZIjjTMzHHQoTVTNqohtEYw2R24LBbCQX9RGOaHnzWaDIQ8PlTyo+WbvNms+kOKZVPpGPT3w240p3MeeAH/OKNII8//wi98y36jGO/x4vVlUH48DaWrjlI94FnkZ+u4n6qWHshPB4vsWb421OxEIelx+7gz3NYemyv1FhS90WqOSz9vCurWJyuSQy6bDKg22mpcyov9Wu2W5i/3sqCdTaq3QZ96LF/5zDjzwvQriCCFjOg3rFf99CiemZ8ZYelqrKhqp3sX1tD8UVjaD24MfKM0t6NN6TkmhocNOFMT8diNJCZHeMnk8I8N8fOoD5m0oxR3F7lPNOE02kjHAhidaVjNR3p7dKieD0ewtHG/jXPdJSfFlnKhUOyRJa6iawOB8ZoCM3swGkz63YdI0eORH3q6+t1geSyO7FY44O1jmgUv6eeiM2BS3mKdqIHwq0PRY6KCHVzOBwm6usDx/F03rx/LZ2u9mMw2wkfWMV7GyN0Lw4zZ2E5Z43I5uXX1jJ80hg2fPA6bnMBTocdCx7efeF5Nh6sJ6NNGeNGfgOXOaT39J6u8kg+QkAItEwC+pNbOxZ/UfmVHlgWYkivIAdrfew6aGLmUrvur/KljxyMPjtAv05hhvUN4rBBMIQ+LNlc6DQaOoxWb2fezbcSLOxIxxGjaT/8XErO7oN40IpfToPBhCHmY+GMN9l6yEtM0+h+zlAysrvz9LQl9OybTZ+yDkS81XyyeAOtu7Rl90cz2VTh1mMkml1FjBo3nCxTiEgzmbx5TGSl6TZZanZhskSW7k7EArvXrSSc0RpD1QKWrN+j9z5pGW2YMHY4ObYom1fMY+mG3USOeBjtdu4IBvXqwIHyRfxn3jo0rJw7chzdipxHYus1l9vx6y2nzW5iw7KPCRVfxM8vNPL31z4kcOmN7F75Ns8cOoT7cCXDzg/x3+nrOWdAAUs3+LniqkFsXLKYjTv7cl7XTILKGlaSEBACQuBLEFCmOMopqvqomYi92qshxBBV9UZmLlaCy8bby+w8/76TS84N6DZfPdqF9SFJZUB/ZHLrlzhj0+7ayILZ3uF8xr74LAMmnEPt6tks/MWtvHLV1cx7biaRVLD0/gL2KmSL5tnBc9OepcbUipJMeP7he0gvqOHJv/+TH912L3tDTrKoZNq/XmT93q389/lpVBtyaNO6kIrls3j0mXfQnC59rPoLTve1f91QZD38ZtwZqZpdmAwXDnpl9a56A4tffYHZizfy3mvPsupAlJLiNtRtfo+//O1Zog47709/nCU7fRTl55KRkUFGejpbl/yPPz3yMqb8YtL9O/jD3b9h+b4wTmujJv61Mz0TC6B6+8xmK2l2C0s+Xo477GHPvn2UL5vL2toc7rjpm/zvn/dRPPyHDOmajWaw0aFnH7KN+3lu+vsUdhlCz47phJvLr4cz8SJImYSAENAJKJsuZURfVWfUJ+V860I/z95ew9M/raVDUYTn3nfwvb9lc88LGSwut6Jcfma5YjisGmaTdkZO0mnUo2Ww2Mnr04+8Lp0pPmsuC//yazbNWEcw2Jm+V40jQyYcEo1EyG7Xk8u/8026uKJsL19DQVoVQycWs2ZtDbPefJfOl5bidNh0b8hZbXtw+Xe+Tdd06O7YwW+fWY4nejnpBtUjdubeWcq432bVeHSmCyWydD9ZSXThkCChhg4tNjtKHxkzWjFkxHjGX9CO8cP68Mtf/Y156ypIzy1g+IgrmTSoRD9M8+/ml/f8l97f/gM3jSkjFh5O14ULIOYloqUnspb/JyCgbJTq6uq4846bWfjRfL55U39qtSJ65MdYuHAR1th2Sgf0Y8/S99mblU0s6MOYU8pNv/oN7q2L+P3//Zxdt/6dKSM64PGJt+8TYJbNQkAIfAkC6h10zJDeoIf1uftat+4CQjlFfWmuUw92nZsRo09phPHn+ilpFaU4L6rbfCkDfN3Lz5c4Z7J2bSS0wlWbWPG3x9iycDH+YIycgaMY9fQw2g8aLCLryBWwO9Px7lrJX37zO0rMFbz7SZQn7iyk/r0gdYUTyahZy7It2TisZsw2J57dq/jrb35F22wzW9fsZOSUm8nCS+gMHjpUYifdGaN8t4Vpc5z8bUo9I5tAZCnEyhjXpAbs9WmcMfw+D0FfHRZzFu1zs9myt4JMzctLj97HlndzIb8r148tI2bsRJ/uhbhrqvFHNM4aPBJjyE2tO4hBdc1JOiGBzMxMnnrqKR5/8nl9n6mZmVx7/WT6FUb5v0fuZVNxP+7/57+Z8eAfmL6wmDbFBQR2reKP//qQknat6HD+aPp3bkVIGR9KEgJCQAgkgYAaIlRJvR6UgfyYswPsPmTmwzVWFqy3MfXRTPIyNPp1DjH27AClRVFaZcVD5Kkesq/Tb2IjoRWs3k3F5kpKvzWFruPHkFNc2AznESXhCqOM2TXU7Le6g24seaUMn3AFZ5VEsN/3IM+++BEDnSb2+rpwU+8o7854C7/JgRYNYcspZvC4y+iWE8N4ZT7tinMIqVluSkicgUmJLJdd08Po3PZEBlcO9TPuPD9VtcntzowPX5kwm02EwhEsdofuckG5FDAq2zgtzGFvNQVpLmIGGwOGjOKK89vjw0VGmp9ouIo6Twxbngmj08aOxR+wK5DNwIGdiCrLSUknJKBmHp511lnk5uXpszY6duigzy5qc/YkHvjzBWiuLLJtJq68eSpefxSr1U56hp127dpx2B0mt3VbWmVaCQTCRycfnPBk8oUQEAJC4BQIKHsuFTtRvUJL8iP8cFyYb1/o53C9kbeW2Plki4Vb/5VJVprG4J5BBnUP069TSI/ook6rZjg2dWoktJwdhjDuvyMwNXinetYuZc8OHyUXDyHNlLr2Lmlpacyc8Tq3/eTHBNPacf3P0ihpk0O70lw8Vgs2q4ddvhq2msfQM+1/PPm/IJdMGUIEMyWlXSkrjOEPRQj5A2e8yFLORyffn0VOejyGVa27QYNIUgtVjknVT44p3/8Jb7zyCpN/XkheIIDH6yUYjrJu6Zus2xPjsl7tmDnDT05hO8q6dqXOG8BiMzF4cDGvPv883W6/HtuhZfzlL/fT5/p7GWI2oCaCSjoxAY/Hw8CBA5k3d66+U9u2bVHbDEYT+a3boMVihAMhzNY0smxqF41QMEJuUXvy2xiIRSMEg8dmeJ74TPKNEBACQuD0EFCdAireonIFoXq5VKDrqRM9utul/dVG3l9lY+F6K28tcZDmjDG8b5A+pWHO6xbSXUQ0peVOI6FltOhPUaJ1B9i3fDnbZr3GthlziJZM5FvjLjw9dJppLg6Hg2eeeYY9+w4CB/nH7++kpF0xxrzOTJ00lA2vrePGiWY+Lrdx46CrGbt5DhnOHLp274HDECQQjBE+g2cUJHqylMj63v1ZZDo1Hv1xLTaLps8ESXYHnLIT2r17N089/YzeQha+8SK3XzuB12c9y+8W2vFj57qf3kmHtBiFHXthzbLgCwQIRyL6DM5vfHsq7mfu576778Fcd5ieV0zl2uFddTcPLcO3cPJuHOUvSPVqlZTEbd6O+tbSYoTDR8a4DcpJb+OhwUgkRaOpJ+9SSM5CQAh8BQKqlysWM1DtMaD6g0ryo7p/y8mjfHpsRdXL9doiO+0LVHQbDRXUuinTUYelysC1bsd6Nr04ne3z53FodyWGmItO3/8R/S8fS6suxZxqf5YaHmquDkuV0Proo4+488476du3L/fff7/u6NBoMqNFQmgmK9mOEPe/6sBut/LDiX6qD4d1Z4+RUPBrMXxXvE/GYemnRVaGU+NfU5tOZKkGr2yz1Oeuu+5izpw53HHHz7jq6qvxumv12Wxmi02fgRIIBHVjeS0aJhxNuMjUMBgt2K1mAgE/mtGCw2YhGPAR0+I3lGKhrqGKtRYMBlN6iEuxsB3XYWlTPnrOjHMpFuKw9Ni1EIelx1iIw9JjLNTS6XRY2jjn5K2pDgIVAighq5QgU/Zap5LUM+PLOyw1xIeFVt9zBx9Pn4ujrCddJ/+EbhVLWfzgEjpccjmFXXJOpVwt4lifz8fQoUNZsGABapgronpSIhE9cr3eBRkLUqfBxPP93PeShV17w2Q6Y4SCZ/64VbojxmG3Se/J+jpElmogiWCz99xzD7/97W/1l19dbY0uiNTDPxYNE1A9giokTyjO9NjtogwdI/gDUZRNl0GL4ver0DHH9mgRjVAqIQSEgBAQAidNQHUiKN9ckPIMmQAAIABJREFUKinRpda/jqQm0evnrd++BX+9n/S23Snocy75XYvjcys5g6fHNSGxxPBKokdEiSyVGl63UBhK8qJ0bxfmrSU2stLPbHZqMp7TrrH3sIkpfz8yXNjEPVkNL6Fiq4at1H8V6kHnq2n6RAT1K+KL05fZ94tzkz2EgBAQAkKgZRA4qVdIkqpqRIvbWZzzt4cZ8csfYt49l/evvYxZv3uGkDXA4eUr8cukraP4lQg40UtfKWZf0MCkQX7mrrXxwSobma4zM/Buwhnpv+c4GffrHJQvkken1mJvIpuso0A/taDYKsaShIAQEAJCQAi0BAJHza7shV3offNtTHz5FS579iH6XDmJ4n75rLn3Rl6dci/1je1gW0Ldk1IHNQuiTV6Uwb1C/OiRTJZtsuKynVliKyGyHnvLxYOvu/jtdzw8+IM6rOamMXxPCnjJVAgIASEgBITAGUig0axDvXy2LHJ7n6d/zvZUsn/Jh+xYWYum3JibxObli66h6tWq8xqZPMpLRbWRR99K48lbq3VD7q/bS60afLOZlZ+sGP96K41/vB4Pq6MCdtZ7jbrHXVX+zyYDFpsNc0PHn7EogWCo0dCpOk4NsaqB8JMZ6PvseWSLEBACQkAICIGWReCzQqtB/Yxp+RQPu4LiYQ02yuIXElBjwapn6/bLPUy6O4dfT8vg7uvc+ENfX0gAVSaXTdOHNp98x8Xjs+Iia1T/ANX18Y7NE4ksoyHC9rWrqaiP4HI5CPm9ROw59C7riN2kHZ1RqWZgmgxRPbK68msiSQgIASEgBIRAqhP4XKGV6nBOpf7hSHxa6Z+/V8+UBzJ1h2q/u8atz4Bo6kjjSkDlZ8bYst/Cjx7JoqrOwN9uqGdk/wDKb9bnJoMBJbT2biunfNcu3n1zER0vGknXrl0pK+tGqyzH0RkBNVuX8Oq8/Yz+1iVkGqI4HDZ9qkfQW49PHFp+Lmb5UggIASEgBFomARFaSbyualqp8kT75E9qmfz3LKxm+OVVbjw+Q5MNrZmNYLJovPiRk4fecOnBN6fdXk+GS6P2i0SWYqOcVmp2vnHlD7kkuo3abT6G3/BTLupop2rXOp6+fxaVoSglfQeTu/NtHnl8GTkDBtAzsJ7/vr8aTTNy/vhvcU5pFoGQGPolsblJ1kJACAgBIXAGEviC7owzsMTNqEiqJ6nWZ6BXhzCPTa1j/jobq7eb9YDNTTHVVHl1t9k0HnjNxd0vpDF2YJD7vldHujNu9H6yKJUs9Hvq8dS5CUXCeN31hAM+dpavI5rdiXO6tWLGE/9mjzGPsi7daJ0WZmP5Tjr3u4Bs92aeefYtgnbnKTu8Pdnyyn5CQAgIASHQPAko96I2hwPVSaBmoRtMZhx2K0ajmbSMDDKOfBxWc9wDgNGMK/3Y9nSXetcoO2EjDle6vn+a007TdW98lrv0aH2WyWndomzLlXH8OWUhfajupgezmXZHNd3bRvTtUeWD8zSeURmhqzkL2ekxlm+28LvnnVTUGHjiJ3Vc0CNEjduou+v4MudUcR6NZjsmr+OIawuNaCRGYdtusOJNPtgTIOALYHflUlJsoKRtO1xtCnjxo7eJeEKEQvUEIkZcKoyLWMmfxqstWQkBISAEWhIBAyZDkK1rNpHephN5GRaCtYdYUxmipLWdxe8v5ZAniBJjpf0v5NzO+dQdPsBHHy7jkDugb7dlFTB48FAK7AEWvP8aOyv95BT35MJBPYn6PCTiiTQltdTr0VIK2WjC4XThcjpxpaXr4Vq+KnSltq0WpVdPrCBUz1a128jN4z0M6R1kygPZzFtrw2zWdL9VX/XcDY9TZ1eTAtMdmh5y4L6X0/nu37Ioawv/ubOeAZ1CVNUZUfZhJyuy1AxCu93OY489xoRLLmbOnNm6x3YNE3Z7hP8++TDrTWfx8xsvxWmM4I+F9Nh4WuU67n7oVYZe+1PG9W2POxg66XM2rJMsCwEhIASEQAoRMJixmmp4+R/3s3KPmnzlwrdtCf94ahY7t83jsaf/izdmxRA+xFN/vZcFWz0E9y/hn088R03QpEcNCUXAYvDw/MP38cbirVhtRt555m7+8tI8THbH1/IuSrkeLYPZigpRPOu5x1i2y000GOC8CVMY078NwaBy3qocZmoYTSY0FUTXYMKsolRqGpFoBAxGjMpAXIWF0TSinsPsqAlT2KY1NkOEiIq/p8LAHFEzSqyofaPRKAajgT9P8fG7afD9BzL51oUBfjzegwp7o2YkftXhRCWyMhwxwlEDc9dYeWyW6sUyc+cVbr493IQWjVFTH49w/mVuWavVyqFDh7j11lv1wyq2LeSqibfiMBuIxOyUde/MyqXzue+BIBGbnZL23dg9/x+8Mr8nA3pn8N6L/8C3o5zWOecSPYMDan8ZJrKvEBACQkAIJJGABha7Qx/ys1isZGaozpAqItEoHc66gOsnX40L6Jp+Hy++O48fDzLQvv9F/OjGa0kImtVv3s+7Gwz8+dFf0dYJw8/uxkflbvzhCJYkFv1EWSfKdaLvW9Z2gxGHJcRzf/0NG8wDuOn7V+Dfs4wH/3Ufppt/zfDuWXhDMSxmI6FAAJPVgSniZdfuQ5hdWRTmZxMLhfD53VTVBWjXuZSNr73Ek4s0fvPHqZjCYbQjQaajmgGTyUjYX8+hWj+tS0rwHzpAfcTAb68v5JJzfPzs6Uw+WJXDfd9160OLSomHIyfX35QQcmaTpgu191fZeGKWkw27LAzuFeSua2rp0S5EMJymRypP7P9lLqgKM5SVlcX48eP1QM+jJt3ITb/4Kf5giFp3kEGX3UDnc/cTtKRRmONCi5k567d/xIeLvOE92HOgmsz8QlwmiAXdnGTVvkwRZV8hIASEgBBoQQSMFiuR+oO88NifWFnspH7nWg5H+mNTMYZDAepqg4RMMTp164N3xWZqTcXsW/ouv7krgp0Q547/Nsa9Abr0voBcW5CqyjqsBT25srOdupoawupl+FV7Nb4i55QSWiaLjepNs1m4ycrP/vk9Opi9GDpcydTKCl76aB6GjdVsMfTntuu688D/PUj7cROpX/gam7RWHC5fzZDrfkhk8Yu8t9tGke0QhjbnUVK/lfL19axZNJuVc7fx3d/fQdWMR3l/n4ss3zoW7jLSxlXFlnor/Urbsmf9MjqMncrtVw/g1V9X88+ZLr13a+J5QX7xbTcqwLPqDlNRaFQ4n4YjkqrnSoXIsVo03U+XGgZUPrAeneng5blOzusW5Jnba+jZPkI0ij5U6FLS/ysmJbRUr9aTTz7JwYMHKS4pIarFdBswTc1GjBrJL26rz0xU7TZmiOFMz8OpRYlhp137TD2cjh6ySMLqfMWrIIcJASEgBFKHgBpJMtrT6DNwKEO6Z1K5ysCOFQaiuoGvQXeKbTZbqXXXoFkM2GIx0lt3YPCFw0kz+GhdlMNuSxjPwXowKiN6K2atjoXvLqf4rN4UpFnw+gMnDKWXDNIpJbSMZgtarRdDfify0sME6mLYw1EKSkowLCxnn9GPJy2I0QT11YepcZsYNOYS8g5UsXzXYj5ZvIrcyio6XnAbd11i4IdTnyXjogEMt2dzdqcs3nqpCs2gerHc1NVphKsP0H7QT7l7kpHLJtxG99sf4PpBL/B//57H3kmDyLcG+OkkD9/oG+Su5zOY8Lscrh3uJyctpttZDe0d1O2uEuLbYtZYuc3K3koj5XstfLDKSpodrJYYt0z0cN0IH76AAW8gPgxpMJzYbuxkGpMa9gyFQpjNZtq3b68v60Ogie4xLUYk3DguYVQNr+opSlgNvUoSAkJACAgBIXCSBLRYhEjMRGm3sxgwIJcD/m08t3w34UiYYDBITDNg1qp44/V3aN/r+2SyG2N6Hn0HnE2WwUskZiBt8GBevO8FZi87lzG9i1n+2sN85wfPYiywce2Vl3HbHXfo77MTxS0+yaKe9G4pI7SUaDBoMdYdPED9zi0crHfQlUNs2VNP7ZZt1FsdpFsCVNscYHDicDggWs2bz71NuEtfMrMzqUPD6Sohp3UW4XA1aS4bQa+fqJal23YpIacOUwbkRpOGI62EYrWvv4b27XpTmGkkfNCEy2bR7cCU93glRc7pGuKpn9Tw4ocOXllgx2bRO7X493vORhdSCadwxIgnoNG3NKp7nnfa4NxuQSJRA4ePeHhvdNAprihuSlypj0pqXZIQEAJCQAgIgdNPQEUasVHSqRMucwi/30fYkk6n9oXk5ObCwTn8+fe/wBSpI710FDdNOpfg5mo6lLTWXQ75DQFiUQ1nu/OY+r0annj6LhZntsLjt1Bl9+PdvI27/7CJyVOmkJ6ejhq1aYqUMkJL+d544IEH+NnPfgY4cf22E9eMbce0h/7EnEW13DFtOl39s3n/g/l82HEvi9du58JuW1hS4eOWa7oz673nqSrtSn7Qq3s5R4vgqffjzHFSsXgpewKXYfXv4f3Z89g950Oq84fiCnjxKo/oRKivqycU1YiFg3i8gbiSUvJMi7t/UO4Ypk70ctM4L2bVo+Y1MnuFTZ8lmAgxqGy4zukapmuJMrpHd4AaiYHbl3qTR5vi5pBzCAEhIASEQBMS0CKEojlcfdudaNEIXq8PZ+fz+GlZ3Jzmj/88G39AuXcwkZGZCREPlg5DmXqjgUjEF3cfZICA10u7/qP5bffz8QWj5OQX0b4kj4cffojLLrtMtz1WozVNlVJGaFksFjZu3HiEq48L2tSyZqON3uddQrsebkK71lN09XcZUzmNBSv2ctmUG+h/Tm+6ZIeYN2sOXSdcx7CithhDPXG1d+I3mhh72Ri69OtEqLaWqkghP7x5Ev+bN5f88yYxqHN3NH8ZtmIXfqOZ8VdNoMgawF7Sh8su64gtHDjqU0p1EoXCBtScRzX3VNleOWwaV13ka9QO1H5qdqIaGlTL+iTJRnvIihAQAkJACAiB5kxAIxaNHrNX12JEo8ocRrlmMuN0xmVLJOQ/uk9UOaRskNS4SzDgx2C04XQq4VXHD35wE9dc8x3dZURYTVxL2OQ0OC5Ziwbt2ms1pk1LVv6N8lUVq6mpibs6SNIQlDqH8r0RCAR0Q+xEAZTQqqio0Hu1VJy+G39wM1bletZgxESEqkMVhI3p5GSnYVKuHLQwAX8Qqz0t3nMUjRGNhNEMBrRQIO6A02UjFAjhSEsj4nMTMdlx2S16/cLhIBjMaGF/fN80O0Gvh5jJhtNmxOfx63klypeM/4qF0+lENSr1SeVhP8VCDQfHYjF9nD/VWdhsNr09qPsk1VmoZ4P6+Hy+lGahnkHKFY0yffB6vSnPQt0X6vmpWEhCZ+H3K3HTWNQ0FzbqeppMJv39fCp1UMcqjaHsxdTQ4/Gen9nZ2fq5dDbXXXfU7URzYfWVy6m6CQsLC/nnP/+pw6mrq+PY7WPAaHVhjUVw19U2OkfEU0fjfqX418q6yueNf3P0mLCX2kDDw+Ndk/q+HnU2A0RCeNWwcJKEZsOzy7IQEAJCQAgIASEQD+fTVDZZn+adMkOHSnWqXp3Dhw9/msFRJ6XH+UI2CQEhIASEgBAQAkLgKxM4ZaF1sHwpS3cbGTNygN49pkUDrPzobZZuCzFs0jg65x1z5JToYjuVbrsvqmkib/U/sfxFx7TU7xP1FxbxXzOJ65zgklhPtf8N699wOdU4qPo2vDdSnUWCR8P/qdgmPl1naRfHiDS8X45tTa2lRHv4MixOSWgdKF/Cyy9Ox93qIsaMjMOu3b2OHTVZjL7QxUez59PuqtEYQiF27d6t76DGLpU9RDKTsjNQvp+UPU6qpwSLVOeg6q9YqJTs9tccWCsW6oePsEB/VigewiJ+jwiL+B2s7g/FQr1LJMXbhmKREBqpzCTRLhKdR1/E4pRaUG7b7nz7qsuZs7weZXakMqs9XIsxvx3tu6Rh+2Ab7hhY/D7mzp2rN9iLL75Y9zb+RQU7le+VwZt6aEqDQDfISzwwToVpSzg28ZA42ZujJdT5RHWQl8cxMup5oR6cKgpCqid1bygewiLuM1DaxbE7ItEu5L0af68qjaGYHC99+h1zSkLL6kwnw2Ejqpw6HUlWiwVDWK1rhIn3IGRkZjF58mR9j+rq6qTOaEk0gk/POkyUT/+vnJeqBTW82OiL468chXaS+x8/l6bfqljIrMM4d8VCZh0eYyGzDo+xUA9M9ZFZh/FeC3WvyKzDuNBSz0/VLiTFCTTnWYen6xomNMbnzTpUM3cbplMSWiqjSCRMOKphIMDubZVktynGv2weL71gI72sB9kNfGkmCqiEy1Hx0rA0p2k5kf+nz6HOb7baMRElGApj1j252wkGQ6hBxvj2iO7ywW6zEgmHMVksRENBdDcdermN2KwWwiEVCuA0FTiJ2TRk8WkeSTztGZm1sDh2WYSFsDhG4NiStIvjszi2NXWXEm0jdQkcq3mCReL/sW+Ov3TKQstZVMbYMRGsxMWTI68jo0eFWbcnyIDz+hzp0zr+yZt2qwFHmoNVbz3BEzPXU9Aqm4hmobjnOVw9dgDl77/CNsNZXD5+ABb3bp546B36TriIVc89wAZvJi4raPYcLp80gtXz53HexO9TmhUjFGkGaqtpQcvZhIAQEAJCQAgIgSMETllomRwZtHbEcyspLdYXskvKGFxy5jE2mU3s3b6B7LLB3HXLN7nl1pu47fo/8OqF53D9wPbsb1OGw2HH4o9QvmYjBRd0Y2eljwlT72VQiRF/1IxWvYpnVqykx8UGjLovLBFaZ96VlhIJASEgBISAEDgzCJyy0DozqvHZUijPrcqgs76+Xo/Srbr4EkOH6eY03V5ny+b4TMh1G9fj69Mab/1BNm3ajKV2J4GoAZvVitVkoPrQfvYajBjSWpFntmC3OzBJbOXPQpctQkAICAEhIASEQCMCLVJoqRlVH374IStXruTyyy8nLy+PcDiC0+ogzWlHC0Z127K//PVv/PHXPyX3okto7zjAzFnvYglvxeSvZOv+el2MhWv3MefN/7Ix3UBhnxFcMdApTt0bNSFZEQJCQAgIASEgBE5EoMUJLWXtv3fvXiZOnKjHO1yxYgUvvPACgUCQpcuX8t7H63BeMEI3hB/Qvx+XXdibgz0vxLzp31x0yff4+Q8uAu92fFMfxu12Yy8s48bbfsd5xUb8IQ3P3kVgNONKSyctPYbR68MXCElInRO1MNkuBISAEBACQiCFCbQ4oaUPD5rNpKWl6UIrPT1d99+1c2c5Fw25EJ/fz5AKOzPy/VTtW8OibU5uv6Ebq5bW4Xa48UWiWD1u3G4f0VgMv8+N2+PB5zES0CwYzWZq927m7TemsyVLI61NVwb2KIVo5KRcRaRwW5OqCwEhIASEgBBIOQItTmgp3xZFRUXMnDmTDRs2MHLkSF1wqTiHSmSpZI/Ucbi6Gp+5LT/51SW0tYaJjL6e9pbWBL0ewsZcrr7pavJKWtP22im0yoJgVIX0CWNI68A111/P1oPVHDoMhhwVOFoMtlLuzpEKCwEhIASEgBA4CQItTmipOodCIXr37s2AAQN0Y3g1BNi5c2def/11Nm7cyDXXXEObNm0Ih0L4vG483gjF3c/GRBi/PgzopN+5/QgHQ5S0KiIc9BGJKV9hMTSDk0HjruIio3LJCpGQH68veHToUPWoWWwOrCYNny9wdPtJXAvZRQgIASEgBISAEGhhBFqk0FIzDJUHW+XdWKXE+qhRoxg/fjx1dXVUVlYedZqqvg8H/YSP7AtqyDDe+xXxx70Cx/us1N8YPncdjXwF624e4i3DYrNSsWEx5dVOBg/ujSEc1Hu8NE25RDUc9Uavzqk80yvLerWsBJr6qPW42wiOxmo0qBmPavdYLD48eWSfo8e0sEYp1RECQkAICAEh0FIINPDb3lKqdPx6KDHj8Xg4fPgwkUjkqMg6/t5ffavVZmXf6nnMeHcl5rQ0zETx+gK6h3kloEwmhdyoiymDyYLFqMJd+DAYzVjMFqxmIz6vB18worunUC4qjLEQ/mAEs8WMwWjCbjHhV2EhTFYsJqOu1756ieVIISAEhIAQEAJCIFkEWmSPVrJgnUy+qpfJbEujVY6JNx/5I4u31GMJHyCn1xhKTTsJtx3Fdd8o4JF7HyJ/yBg8q2axuyaGKb8fN3xrEB+/9jIf7/cSOLSNPmN/xOjuUZ54+DEqqjXOufxmrhpeyvTH/8aCLdVY2/Ti9u9/myyzRrg5xAM6GYCyjxAQAkJACAiBFkQgZXq0muKaKZFlNKlYiFa9p2rb+k+wdRrJfT//HvsXLqIuGGHFwuUc3L2JzZVB9i98k1dXBTn//IGUv/0oz7z8LgvmraFs4BB+fMttnFNqZPqjz0Kfq/n9XVPp3iaDjR+8ylvbXPzxz/fS9sAy/j17HTaXXczxm+ICyzmEgBAQAkJACHxJAiK0viSwz9vdZDLpFvJ7KqrAZiEjpzO9ykqw2p04LWb6DLqQfMM+Xp7+IUW9B+IIH8aa5mLv/iqGXXYVFw0bxpSpE6la+Ap/ePBptu49RI3XQkmHdhR0OItz+3ehtqqS3A5lZLuy6VZcQO3+SsIGuYyfd13kOyEgBISAEBACXxcBeUOfJvLKBkw5S/2/O+7kO//3J5YueQXvwQr8oRhaLIy7tgZL8QDOTtvJX6ctYOjIkfQu64TT7GDkuNEU5Bag1R9g4wEHl/7oNka0izBnzgbal+Ww4eN5LPvodZ5+7QOKSjtQsfI9Fq3+hHlb9lPavQMW8eF1mq6iZCMEhIAQEAJC4PQSEKF1mngqoRWLxXjzzTcJhSN88v4cygb0p3uxi6Ahm8GjBpOuRek+eDTXTJ5E22wX/SZ8l4llYR76+0Os2eelpG1bLPWbeOKRx9kY6MD1P7iGy79zNV1jG3jp9cVk5OTRbuB4brm0N9On/YecoVdw1ZCO+LxqZqMkISAEhIAQEAJC4EwjYNCuvVZj2rQmKZeyYaqpqSEajSZt1p86hwooHQgEjrpHaJLKgR4b8Z133uHpp59m3CXjmXLDFPzuWgJhAy6XjaDXi2Z1km4z4XbXEzNYcDqdGJTTBi2KPxDEYrNjMRp0TxChgJ9wzIjT6cBg0IgEA/hDEewOFxYV1ToWwecPEFVeIY5TScVC5a+ctaqPEoOpmhQLh8Ohtwnl1DbVWdhsNp2Buk9SnYXFYkF9fD5fSrNQzwaj0aj3zCvXOKncLhQLVX/1/Ey4CUrVZ2ei3oqFcpuknqWpnBIaQ71HTuTBIDs7G92USIG67jpk1uFpbDHqQT169GjdV5e6ALXV1XruSt74vMrzlgFCfuqUM3mUx9Oo7jC1YRGCfh+N+6dieD3uo7uovIJ+b6N9Ulc+HcUiC0JACAgBISAEzkgCIrRO42VRv4CU4lcfSUJACAgBISAEhIAQEBstaQNCQAgIASEgBISAEEgSARFaSQIr2QoBISAEhIAQEAJCQISWtAEhIASEgBAQAkJACCSJgAitJIGVbIWAEBACQkAICAEhIEJL2oAQEAJCQAgIASEgBJJEQIRWksBKtkJACAgBISAEhIAQEKElbUAICAEhIASEgBAQAkkiIEIrSWAlWyEgBISAEBACQkAIiNCSNiAEhIAQEAJCQAgIgSQREKGVJLCSrRAQAkJACAgBISAERGhJGxACQkAICAEhIASEQJIIiNBKEljJVggIASEgBISAEBACIrSkDQgBISAEhIAQEAJCIEkERGglCaxkKwSEgBAQAkJACAgBEVrSBoSAEBACQkAICAEhkCQCIrSSBFayFQJCQAgIASEgBISACC1pA0JACAgBISAEhIAQSBIBEVpJAivZCgEhIASEgBAQAkJAhJa0ASEgBISAEBACQkAIJImACK0kgZVshYAQEAJCQAgIASEgQkvagBAQAkJACAgBISAEkkRAhFaSwEq2QkAICAEhIASEgBAQoSVtQAgIASEgBISAEBACSSIgQitJYCVbISAEhIAQEAJCQAiI0JI2IASEgBAQAkJACAiBJBEQoZUksJKtEBACQkAICAEhIATMTY1A0zTUJ1kpkX/if7LO0xzyTTBI/G8OZU5WGRMMEv+TdZ7mkG9DBmo5lVOCReJ/KrNQdU9wSPV2kWgHCR6J9VT+n2CR6m2jIYeTZdHkQsvpdBKLxTAYDElps6riVqsVo9GYVEGXlMKf5kwVC4vFgtls1pkki/lpLnZSskuwUP8Vj1RnoRioZDKZUp6FYqCeF6pNpHK7UO1B1T/RNlKdheKhnp8ul0u/V1L9j2IhbSL+YyShMU6kZT7NqcmFVjAYTLrQUg9NdR71Uk3lpOqvLngkEtE/n774qcQmwULdGKFQKKUfGIpFgoe6T1K9XShhoT6pzkI9DxJtQVjEn46Jd0kqPStPVFfVNlS7SPWknp2qXaj3SDQaPXrPNORis9kartLkQku96NSLP3FDNyrNaVhJvETUeRSEVE4NWSSTeXNgrFioNpHs9tdcWChhoe5BaRfxh6ZqH6nOQrVd1bsnLOJ3sXqZJlg0h/s62WVs+AxN9rnO5PwVhwSLk31mNLnQUgDVAz5ZQqvhBWqKczQ835m83FTMz2QGibIJiwSJprsXj53xzF2SdnHs2giLxiyOrcmSahuS4gRO9j6RWYfSYoSAEBACQkAICAEhkCQCIrSSBFayFQJCQAgIASEgBISACC1pA0JACAgBISAEhIAQSBIBEVpJAivZCgEhIASEgBAQAkJAhJa0ASEgBISAEBACQkAIJImACK0kgZVshYAQEAJCQAgIASEgQkvagBAQAkJACAgBISAEkkRAhFaSwEq2QkAICAEhIASEgBD4WhyWNifsyiGZ8gJrULHQjhRc02Ikovs02h6LoYL+JI5pTvWUsgoBISAEhIAQEAKnn4D0aH0eU4MRk8mI0WiCaASf14vPH8BktWMxGsBgwhCL6tv9wTBWux212agH6v28jOU7ISAEhIAQEAJCIBUISI/WCa6y0WLHu2MRz8/azUVD8nhH8h/UAAATIklEQVTiHy+QXtIOQ7AGc8kgbr/5agKb3ub3f3qOtJIORGv2UjTken50cUee+vvLnH3NFPoWmAlGYic4g2wWAkJACAgBISAEWjoB6dE6wRU2GIxE/bXs2L6fysq9mIt78/Pf3cc9991F4cEP+fes1YQ9B6GoB7/501/4469vYMM7z7Bmn5uKHTupD2l679YJspfNQkAICAEhIASEQAoQEKH1ORfZYDRhs1kwmczYbDYMxIiZC7hs0li2lq/Ba3QQqa9k9Sdr+HjZRtLaD6BDgRWD2YIpYdD1OfnLV0JACAgBISAEhEDLJiBDh8e5vsr43WQykZOVgcWUQKTpRvGxaBSTyULY6yNidlC3ZxsfvfcuZs8WdqxxUFHv1e26jpOtbBICQkAICAEhIARSjEBCRaRMtdWMQJWUmDpRUiLL53Hz7DOvsKc+E7MxE7PNQWaGDTuwaNUS0gvOJi3sof2gsfz+l7cAMf40+fu8+/F2rHbL0RmKJzqHbBcCQkAICAEhIARaPoGUEVpKWNntdsxms+5+we/3E4lE9OVPX+asrCzuuP127v/7Y+DK5JLuV7Bng49pz+RiCe5hycoAV982HMuhV9i69AMeeTofZ3APh/JLuapfB1587wOiJ9Zxnz6drAsBISAEhIAQEAItlEDK2Gg5HA7WrFnDyJEjufXWW3WRpUTX8ZISZVabTf/KHPTSccB4fnDtJBzGECZHG2782S8YWGLB2X4IN3//26SbQhicRXzre5Pp3r4937r5+3TLNcqMw+PBlW1CQAgIASEgBFKIwPGVRgsEkJaWxoMPPsiCBQv0z/jx4xk2bBhut/szta2rq9PFWIcOHWjbti19z7sIk9FwZBahRtDvw+31Y3G14qJxk47OLgz6vXhCMbr27k4kECCiIUOIn6ErG4SAEBACQkAIpA6BlBFagUCACRMmMHv2bMrKyvSP2na8FI1GsVgsTJ48mXA4jNtd/5khRt37eyyCx13fKAtlARb0x/OViYeN0MiKEBACQkAICIGUI5AyQkv1XCmhNXDgQNLT03E6nQSDwc8IKNUClIiKxWLU1NToDSJhQJ9yrUMqLASEgBAQAkJACJwSgZQRWkosqR6sgoICXUSFQqHjiqxToikHCwEhIASEgBAQAkKgAYGUEVqJOiuBJUkICAEhIASEgBAQAk1BIGVmHTYFTDmHEBACQkAICAEhIAQaEhCh1ZCGLAsBISAEhIAQEAJC4DQSEKF1GmFKVkJACAgBISAEhIAQaEhAhFZDGrIsBISAEBACQkAICIHTSECE1mmEKVkJASEgBISAEBACQqAhARFaDWnIshAQAkJACAgBISAETiMBEVqnEaZkJQSEgBAQAkJACAiBhgREaDWkIctCQAgIASEgBISAEDiNBJrcYammabpndqMxORpPhc6x2Wy6F3h1rlROioVikGzmzYGxYqHiV0YikaS2v+bCInFvKC7JuhebCwtVf6vVisfjSWkW6nrJ86Jxq1XvEtUuJB1rG4lnR6oyUc9M9bxQzs9P9vnZ5EJLNVz1wktW/EDVCDZv3kyrVq2w2+2p2hb0eisWCdYmkylpzJsDZMVi3759+g2SkZGR8ixUu0ikZN2LifzP5P+qXXi9XioqKigsLEzpdqGuk2oLZrMZh8OR8iyi0Sjl5eWUlJScyU24ycqm2oV6f6d6Us+MrVu3kpube8L75NPP1CYVWurkaWlpSb9OTz75JN/5znf04NFJP1kzOIHcHPGL9Pbbb1NUVMSQIUOawVVrmiKqF2qqpx07drB8+XImT56c6iiO1l+eGeD3+5kxYwZ33nnnUS6pviDtIt4CnnnmGSZMmEB+fv5JNYnkjN+d1KmTt1ObNm30X2XJO4Pk3BwJ5OXloXqzJAmBhgRcLpcebL7hNlkWAqpjoLi4WEAIgc8QUBrjy4hOg3bttRrTpn0mI9kgBISAEBACQkAICAEhcAoErruOFtmjdQpI5FAhIASEgBAQAkJACJw2Ai1MaMXYtHQus+evJnzaEElGzYFAsHoX777xGgvXbNeL66vcyttvzGZXTVBfr9qxhpkzP6IqEJ+JumvtYmbNWYJXX42y4eMPeW/hWqLNobJSxi9JIMqebZuoCwHRGubNeptPtlboeYTd+5j95ttsOlCvr7srNjPrjTns0XeGQ9tWMvOtuVQHU3sG85cE3ix2P7D5E9566z321UeAGOsXfcD7i9YT00vvZel777JwzQ59TQtWMfetWazcfkhfD9bt5t033mbzQXezqKsU8uQJHN61ljdffYftVV79oIotK3hr1nxq1PMD2L5yAe98sJyAvhZm7YL3+WDxRvQnhOZm8Zx3+Hjd7vjOR/6aftenz++49NJGG5vrSsWGRSzdWI0WqGCn20bn4tzmWhUp95chEKpkxhsfkN6mhEMbluM229m5YjUxp40N5bsoyreweO5KrE7YsKuWQoebj5dsx2x0s60GsoI7WL6xhqh3H3v8Tjq1zv4yZ5d9z3ACNVsW8MATr1J24TAOLJjFgaCdfdvKsRcUsG3hPHxWJ1s2biG3KIuVHy3CkGZjw6Y9FOUa+XjeGmyOGGu3VdKtS1sZAjjDr/XJFs+9t5zFa3aQZrNQb0zHXLmGFVvqCXv2UmXKRNv1CZsqNWr3byGSVUDVyvkcDNvZs6UcZ2EBmxfMJWh3sWldOQUdu5BubWF9FicLsoXtF6zdxtuz19G6JIMVyzeTl2dk6cL1WO0Ryvd7KTBXsWjFXkzRanb5rKTVbWLlNg/B2t3U2HIIb13K9moDh/eUE0ovoSjbAa+/3rKeG/v2Haao7xDGDu5M5cZt0qvVwm6CE1fHwYARlzD0/PPJT3fgqTpEtaENo0aNJM9TxbqN29ByujFqzBCs+3ewdus+MjsN5OIxZxHcvIG1O2tpd/ZQRp9XysGN21G/byW1DAKa/zAryvdRUtoJZ8jN7koTgy4ZSZ98K9vWrONAKI/Ro0fSzuhn4/pyPLb2jBo1gmz3IdaW78BU0JNRYwfBnp0ckm7yltEogMMH97B1+34O1nsoynFQsbeadgO/wahzS6lat5YNBzT6jRzNoM557Fmzhu31LoaOG0mvHDNb16zjULSQMaNGUhytZ1eF+NlqKQ3DYDST5nLqk+kyMlx4Dh/EUNCb0Refh3HPVtZsO0irbucxbkQvPOUbWLvbQ6fzhzHi7HYcXLuWjQcN9B8zmnPbp7Njy76jWFqUDI/GNOUIRnmDwajFjnQBH62rLLRUAtY0Slo5mT/zJeqy+3J+90JC0fggoPKLGwlFwKSauoYJjVA4hsFo0NuKSYsRjnJ0XbUbGSRqKQ0lzMLZszioZZGOl/37K4kYTagnhHJSGlMOB484TjYaDUSDYTR9XcNoMOjtJr6O/os0Fh9TailwUroeoXCA1t0Hc/FFXVj9wTyqNQsmU9yPmCESif/YUo8I9ZwIh4ka4q9KtR4LhYmp7Xo7MhCLSsNoMY0pEiMU9VBx4DCayUQoHI23AQyYNI1QJAamI++OWJSQuvRG1U6MGCNhIvrTJd6OOPIO0ttJiwEEFOSlsX/9J3yybg/2ktaIa7WWdHU/py7hGl59/C+sqM5lQI8CTOmZWDx7WbHmEypNLrqWtSOwfxOrV67DnVlA9w75VG5Zw4plW4i0bk9ZkYOdqz9hxYZ9OEqKOObK83POKV81AwIG0vNaYQlVs2FjOfv8MfLsQVZ/vIKtVT5a9+hOZqiCpStXsi9opGOPzhhrdrJyzUqqzWmUdSnBu7ecVSvWE8zOJ08eKM3gmp9cEXMK25JprKfioAfSsinKtbNr1XJWbNiLo1NXSjMibPh4Cet3VZPbrTtFphpWLFnJ9uoAxT3LSPPvZ+mqFRyIWilqlXzfkCdXK9nrVAmE6w+xqxoGnt+b2h3bibqyCO4rZ9Un6/HlFtGjXTYHNq5m+YrtUFJKt1YWtq9YzsqN+3F1LqM0Pcj6j5eycb+b/JKCo8VpUTZamQUF1G5fzXZvFmPHnIP9yK+Oo7WVhZZJIFTPhi17MFkM7N65k6z2Z9GlVZh5czfRZ9hwykraYI3sZ/GqSi4YM5z2rYsIVZazeo/GiDFDKS7Mp2rzCnaH8xg7ciA2aTctpJ0YKWzbiR7de+vXuEfvXrRvbWfF3CW4ygYyqEcpedkxPv5wFR3Ov5C+pW3JsNaxYOE2zhoxnC4lrTH797BkbTUXjhtBvkMkeAtpGDgzc3HvXsOyjT4GjxtOaXE+Bzd+wr5oAaMu6k9RUQabFi8h2Kobw87uRqt8G5/MXUpmz3M5v1sHcjIjLPpoLZ0GD6NXm8yWgiXl62HNLCQjup/Z89bSfcgIBnQrxeTdxbIN9QwdM4y2RYV4961lY6WVkSMH0aYol/3rllNhas2oIWdRVJihC/RY694MO7sT+qvk9dcRP1op37QEgBAQAkJACAgBIZAUAuJHKylYJVMhIASEgBAQAkJACOgEWpQxvFxTISAEhIAQEAJCQAicSQSaNKj0mVRxKYsQEAJfD4Hqw2CxQ7rryPk1qK8FzQqZR7YF3OCNQk4WBD3gDYLJDlmJY4C6alCTgFyZYP+U+VTEC54IuBzgdqv5psdS7ld0r3f4cDyPzzveWwdRI2SkHzufLAkBIZDaBKRHK7Wvv9ReCDQpgUMfQ9cOcP4VUJc4cwCuGwJX3ZPYAP/+CXQeAcrv9nO/go4d4awRsPuId+bd82BAZ+jYFV5cfuw4fSkKt1wKv/oPbF8AfTpCqzzIO/IZNQk2V33qmM9ZrdwBN17Z4PjLYNnO4x+wZjoMGgF74m6jj7+TbBUCQiClCEiPVkpdbqmsEPh6Ccx8BarcULUQFm6CsV1192bUVkGwQTQTfz3UVMd7orz1UFcHdYvh3aUw5QJYuQC2VsfrEjgivhI127cYXloMjz8OppWwvw7OHQ0lmRCph1deg3svhGlTwbMHps8CbwTOGwX9OyVyif8PHYbJE2DGJph4Bdg8MP1V+GQPrFsIkU2waDOoIBQr18PofuDbBi+8B3eOa5yXrAkBIZCaBKRHKzWvu9RaCDQ9gQBMnwHjb4YRreDRfx8rgsUKlgY/+0xmMCaGA5WPwFzo2Q7enREXZu99BAP6gXJ6dsTn6NHM5s4Eby58oz0EfPEhyb+8DC+9BP+bBWfnw94D4D8El46Bu56EF56EgX3h5U/1ji2fDjPWwkPvwGsqj7fgzYfhx5dCuhEWT4crL4Prb4FnXwe6wJgO8PqMxsOVRwsnC0JACKQcgQaPtpSru1RYCAiBJiRwYBks2guz/wCVOXDFC1BxDxSa4WhQhyPlifvdjq9oUbDmwOVj4am5sGUtbDLA0P6wfOVnBc3iuZDfG1TEyt1msIfhB6OgMBOMflhWCX8eBvsXwXvr4ebH4eYLYEU59ClqDGTdCrC2h4lDjm2/+Ga4+Miqpn6q2uHef8M3e8c3duwBz82HQzEokJ+yx8DJkhBIUQLyGEjRCy/VFgJNTeD1F6E+Bn//KTzxIfi3wZyVgBWcTj1y1tEiqXAosWhcRCkRpqJeDBoNzv3whz+DPRP6do/3bjWydAf2HYaCRFxwAxi1uDib/S68Mw9ufxJuGQ5tB8MPL4FnfwTdu8Mz/4W62qNF0BccTgh7IRCP6BT/UoPgkYCYURXdKQ16NhhyzMwBfw1UBxvnJWtCQAikJgERWql53aXWQqBJCcSqYfrbQAhefgreXBCPH/jEtHgxWufD+rdg3QFQNlkL1oJVzSYEEjEGOw2Anmnw7H8gZyB0b3X8KihvzIljYmHwW+CF5bBxOfRsA6tWx89NGvzxBVi1Hp74F5S/ATf+nkYxUs8eBlTCXX+Dw17w7odfXA6DJ8Lh0JHZjhqEGgSc1o6EvmvYK3f8kspWISAEUoGACK1UuMpSRyHwNRP4ZCZ8uBPu+i8cOBD/3HMVzH8YyuthwqVQtRl6tYHcfPjPapj8zbjQUq4fPHXQStlpKeN5oO9AyLLGl5Uhe8PUthAO1sS3xEKgxFZEg7L+8J/74b2H4I7HYfvHcG5v+OtLcQFoNEHffiok/bFUdjHcPQWe/wUU5kJuMdz3KqTngssctwGL1kK0gf+I2mpw5kOeUomShIAQSHkCYqOV8k1AAAiB5BOo8sL4b8L3JsRtstQZr50Ki+ph7Rb45i0wPROemh631+p9Kfz+u/Fy9RgC13QEmwEuuQpWxmBEX3CWw/jxUHYsdqt+wPkXwb/+C9VRyC2Ni7jiI3F/e18O994Ay5ZD3nfh0b/CPY/A2iBMuQvu+EljoYURfvkYdL8AHnshPpQ5ehLccC3YjdCmF0z8FmQfEX2qAJs2xWc55jVUbPGqyF8hIARSkIDEOkzBiy5VFgItmcCh5dBvDPxhDlzbt2lrGtoBnc+FX/4PbhjctOeWswkBIXAGEtBjHdqlf/sMvDRSJCEgBL4igVYD4LqroHzHV8zgFA5bWQ6dL4HxIrJOgaIcKgRaEAG7HYNWWqpxwQUtqFZSFSEgBFKagBqyUwbxITA2sXFEJAxmNYyoynDEKD6lr4VUXgikOoEFC/h/oq/CvP4eA6UAAAAASUVORK5CYII=)
This is even the case with the regular fund. Hence, it is all about how better a fund house manages its expenses. We can see that the average expense ratio is hardly tied to AUM.
![](data:image/png;base64,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)