{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 字符串格式化"
   ]
  },
  {
   "attachments": {
    "6258ea04-e459-4fb0-a41d-e6337ebec44e.jpg": {
     "image/jpeg": 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CCCCAAAIIxE3AVN211BDI9Dw/t/vqKr9HH33UCs20GEfHjh0L2HXlnv69Fv/Qpivt5s2bZ/0Joprunj175I9//KP1vgEDBuzvT48ePaRz586ybds2a4XiHXfcIa+++qocffTR8pOf/ET69esX+idj2uZb6pyHPgBeiAACCCAQWwGCv9hOHR1HAAEEEEAAAQQQiJuAFvPQrbl2rZTVfvocv1cQ2vXtS1/6krS0tFgh2mmnnWbb//vvv19uueUW63ddunSxQsAtW7ZY//uLX/yizJkzxwrk/GzZcweLPbO6ulpuvPFGOeecc4pd6vvvneac8/185+aBCCCAAAJ5AgR/fBIIIIAAAggggAACCIQkYNryWe5Zb6Zz/vza7nvmmWfK8ccfbxXjyK7oyyd78sknZerUqQWSgwYNkptvvlmGDx/uu3Ju2Gj38Pbt21tViK+88kppaGjw/f1uHhjUnLt5N9cggAACCCBA8Mc3gAACCCCAAAIIIIBASAJ+FvXI7XLQ233/8z//U4499lg57LDDjFK7du2yVgXu3bt3/zUavPXq1Uv0Zxqb02o/tvmm8YtgzAgggED4AgR/4ZvzRgQQQAABBBBAAIEUCgS55dNpu69fq/5SOGVlD9m02k8fzDbfsnl5AAIIIICACwGCPxdIXIIAAggggAACCCCAQLkCphDIryIcptWEuo34jLF9RH/SwhNgtV941rwJAQQQQMAsQPDH14EAAggggAACCCCAQAgCQW3zzXZ97eo20S2/do1tpSFMcN4rnFb7lVrIJfxR8EYEEEAAgbgLEPzFfQbpPwIIIIAAAggggEDkBUyrv8ot6pE/cFO4qNcRNoX3mTit9vNrhWd4o+FNCCCAAAJxFiD4i/Ps0XcEEEAAAQQQQACBWAgEvc03i+C06k8Dp4ZRPdnyG/AXo6Hfsoc2iv60awSwAU8Aj0cAAQQQOECA4I8PAgEEEEAAAQQQQACBgAWeemijaAGO/BbEFlxThV99dxDvC5gudo83zTX+sZtKOowAAggkQoDgLxHTyCAQQAABBBBAAAEEoioQZDVfuzEXW3FG+Bfcl+IUuvq9rTu4UfBkBBBAAIEkCRD8JWk2GQsCCCCAAAIIIIBA5ARM22+DDIKcCkso0Jlj+4hu/aX5J+C0zRpz/5x5EgIIIICANwGCP29eXI0AAggggAACCCCAgCcBUwgX9Mo7py2nOoCGUbUyaEiNp7Fwsb1AsaA16LlmXhBAAAEEEDAJEPzxbSCAAAIIIIAAAgggEKCAqdJuGKvunKr86pAJpMqf+GIBK1V8yzfmCQgggAACpQsQ/JVux50IIIAAAggggAACCDgKhH2+X35nip33lw3/jhhSQ7XfEr7lYqFfkNu5S+gutyCAAAIIpFCA4C+Fk86QEUAAAQQQQAABBMIRqMT5fvkj02rCK5a0iIaApqar0hpG9ST8c/lZqKWa2lVqzj6C0M8lJpchgAACCAQqQPAXKC8PRwABBBBAAAEEEEizQKXO9ysl/NN79Ny/vvVVBIAOH61T5d7c0E+DVAqopPlfP2NHAAEEoiFA8BeNeaAXCCCAAAIIIIAAAgkUqOT5fqWGf7pSbWhjhgAwD7BYAY/c0O+MsX0ITxP475khIYAAAnEUIPiL46zRZwQQQAABBBBAAIHIC1T6fD87IDdn/mXv09VqWvU3zSsA1WtD807RVX5uGoU83ChxDQIIIIBAmAIEf2Fq8y4EEEAAAQQQQACB1Ajo+W9a/CG/ReHsNzfbVXP7rYFWv/oqKwSsyXRI9Go2PZdR504DP6dzEfPnlQrJqfmnzUARQACBWAkQ/MVquugsAggggAACCCCAQFwEonK+n8lL+6chl5dwK/us7Nl1XTLt94eAGgjGqbW17t4/9u2teyT3f3sZhwa5nOfnRYxrEUAAAQTCFCD4C1ObdyGAAAIIIIAAAgikRkBX+9lVfY3SyjAN/bIBYGomxseBRmkufRwWj0IAAQQQSJAAwV+CJpOhIIAAAggggAACCERHYNHMZtvOnDm2T+SqvWpAuarpI9ugMjqi0emJnn2oBVB0tR8NAQQQQACBKAsQ/EV5dugbAggggAACCCCAQCwFTIU9onC+nxMoAaDz50bgF8t/jnQaAQQQSLUAwV+qp5/BI4AAAggggAACCAQhoGfn2VWCjUvV12xxi1LPAAzCtFLP/Etl4+pUVzeulD3vRQABBBAoX4Dgr3xDnoAAAggggAACCCCAwAECUS/s4WW6siHgB807Sy6A4eV9UbiWsC8Ks0AfEEAAAQT8ECD480ORZyCAAAIIIIAAAgggkCNgKuzRMKpWNFSKe8sWLdnQvHP/UEqpDlxJh+z5fNlqxH3rqzizr5ITwrsRQAABBAIRIPgLhJWHIoAAAggggAACCKRZIE6FPdI8T4wdAQQQQACBpAsQ/CV9hhkfAggggAACCCCAQKgCcS3sESoSL0MAAQQQQACBUAQI/kJh5iUIIIAAAggggAACaRHQbbC61Te/Rb2ib1rmh3EigAACCCCQJgGCvzTNNmNFAAEEEEAAAQQQCFwgSYU9AsfiBQgggAACCCAQqADBX6C8PBwBBBBAAAEEEEAgbQIrlmyWtavbCoY9rDEjQxszaeNgvAgggAACCCBQQQGCvwri82oEEEAAAQQQQACB5AksXrBe7Crcnjm2j/Str07egBkRAggggAACCERWgOAvslNDxxBAAAEEEEAAAQTiKGCq6Dtuen0ch0OfEUAAAQQQQCDGAgR/MZ48uo4AAggggAACCCAQLQEq+kZrPugNAggggAACaRcg+Ev7F8D4EUAAAQQQQAABBHwT0LP99Iy//KZbfHWrLw0BBBBAAAEEEAhTgOAvTG3ehQACCCCAAAIIIJBoASr6Jnp6GRwCCCCAAAKxEyD4i92U0WEEEEAAAQQQQACBqAo89dBG2dC8o6B7DaNqZdCQmqh2m34hgAACCCCAQEIFCP4SOrEMCwEEEEAAAQQQQCB8AVNhDyr6hj8XvBEBBBBAAAEERAj++AoQQAABBBBAAAEEEPBBwFTYQx9NRV8fgHkEAggggAACCHgWIPjzTMYNCCCAAAIIIIAAAggUClDRl68CAQQQQAABBKImQPAXtRmhPwgggAACCCCAAAKxFKCibyynjU4jgAACCCCQaAGCv0RPL4NDAAEEEEAAAQQQCEuAir5hSfMeBBBAAAEEEHArQPDnVorrEEAAAQQQQAABBBBwEFixZLPoqr/8NqwxI0MbM9ghgAACCCCAAAKhCxD8hU7OCxFAAAEEEEAAAQSSKPDUQxtlQ/OOgqFR0TeJs82YEEAAAQQQiIcAwV885oleIoAAAggggAACCERcYNHMZtseUtE34hNH9xBAAAEEEEiwAMFfgieXoSGAAAIIIIAAAgiEI0BF33CceQsCCCCAAAIIeBMg+PPmxdUIIIAAAggggAACCBQI6BZf3eqb3/rWV4tu9aUhgAACCCCAAAKVECD4q4Q670QAAQQQQAABBBBIlAAVfRM1nQwGAQQQQACBxAgQ/CVmKhkIAggggAACCCCAQKUECP4qJc97EUAAAQQQQMBJgOCP7wMBBBBAAAEEEEAAgTIFqOhbJiC3I4AAAggggEAgAgR/gbDyUAQQQAABBBBAAIE0CSxesF60wEd+0/P99Jw/GgIIIIAAAgggUAkBgr9KqPNOBBBAAAEEEEAAgUQJLJrZbDuecdPrEzVOBoMAAggggAAC8RIg+IvXfNFbBBBAAAEEEEAAgYgJ6Eo/XfGX37pkOsiYiXUR6y3dQQABBBBAAIE0CRD8pWm2GSsCCCCAAAIIIICA7wIbmneInvGX33SLr271pSGAAAIIIIAAApUSIPirlDzvRQABBBBAAAEEEEiEABV9EzGNDAIBBBBAAIFEChD8JXJaGRQCCCCAAAIIIIBAWAIEf2FJ8x4EEEAAAQQQ8CpA8OdVjOsRQAABBBBAAAEEEMgR0G2+ut03vzWMqpVBQ2qwQgABBBBAAAEEKiZA8Fcxel6MAAIIIIAAAgggkAQBU/Cn5/vpOX80BBBAAAEEEECgUgIEf5WS570IIIAAAggggAACiRBYNLPZdhzjptcnYnwMAgEEEEAAAQTiK0DwF9+5o+cIIIAAAggggAACFRbY3rpbFi9YX9CLLpkOMmZiXYV7x+sRQAABBBBAIO0CBH9p/wIYPwIIIIAAAggggEDJAgR/JdNxIwIIIIAAAgiEIEDwFwIyr0AAAQQQQAABBBBIpsDa1W2yYsnmgsFpUQ8t7kFDAAEEEEAAAQQqKUDwV0l93o0AAggggAACCCAQa4FXmlplVVNrwRiGNWZkaGMm1mOj8wgggAACCCAQfwGCv/jPISNAAAEEEEAAAQQQqJAAwV+F4HktAggggAACCLgSIPhzxcRFCCCAAAIIIIAAAggUCjz10EbZ0Lyj4Bdnju0jfeurIUMAAQQQQAABBCoqQPBXUX5ejgACCCCAAAIIIBBnAa3oqwU+8ptW9NXKvjQEEEAAAQQQQKCSAgR/ldTn3QgggAACCCCAAAKxFlg0s9m2/+Om18d6XHQeAQQQQAABBJIhQPCXjHlkFAgggAACCCCAAAIhC+hKP13xl990pZ+u+KMhgAACCCCAAAKVFiD4q/QM8H4EEEAAAQQQQACBWAoQ/MVy2ug0AggggAACqRIg+EvVdDNYBBBAAAEEEEAAAb8E1q5ukxVLNhc8btCQGmkYVevXa3gOAggggAACCCBQsgDBX8l03IgAAggggAACCCCQZoFXmlplVVNrAcGwxowMbcykmYaxI4AAAggggEBEBAj+IjIRdAMBBBBAAAEEEEAgXgIEf/GaL3qLAAIIIIBAGgUI/tI464wZAQQQQAABBBBAoGyBpx7aKBuadxQ858yxfaRvfXXZz+cBCCCAAAIIIIBAuQIEf+UKcj8CCCCAAAIIIIBAKgUI/lI57QwaAQQQQACBWAkQ/MVquugsAggggAACCCCAQFQEFs1stu3KuOn1Ueki/UAAAQQQQACBlAsQ/KX8A2D4CCCAAAIIIIAAAt4FtrfulsUL1hfc2CXTQcZMrPP+QO5AAAEEEEAAAQQCECD4CwCVRyKAAAIIIIAAAggkW4DgL9nzy+gQQAABBBBIigDBX1JmknEggAACCCCAAAIIhCagRT30jL/8pkU9tLgHDQEEEEAAAQQQiIIAwV8UZoE+IIAAAggggAACCMRKYO3qNlmxZHNBnwcNqZGGUbWxGgudRQABBBBAAIHkChD8JXduGRkCCCCAAAIIIIBAQAKvNLXKqqbWgqcPa8zI0MZMQG/lsQgggAACCCCAgDcBgj9vXlyNAAIIIIAAAggggIC12k9X/eU3Xe2nq/5oCCCAAAIIIIBAFAQI/qIwC/QBAQQQQAABBBBAIFYCer6fnvOX3/R8Pz3nj4YAAghEXWDlypUyadIk2bp1q+9d7d69u9x1110yYsSIgmdv27ZNJk+eLM8//3zZ7x05cqTMnz9funbtWvazeAACSRUg+EvqzDIuBBBAAAEEEEAAgcAEFi9YL1rZN7+NmVgnXTIdAnsvD0YAAQT8EsgGfxrE9evXT9q3b1/2o/ft2yebNm2S6upqgr+yNXkAAv4IEPz548hTEEAAAQQQQAABBFIksGhms+1ox02vT5ECQ0UAgTgLZIO/TCYjCxculLq6urKHk13N9/rrr7sK/ubMmSNnnXWW5/c++eSTMnXqVGHFn2c6bkihAMFfCiedISOAAAIIIIAAAgiULqAr/XTFX37TlX664o+GAAIIxEHALvhbs2aNvPnmm567379/fznhhBOE4M8zHTcgELgAwV/gxLwAAQQQQAABBBBAIEkCBH9Jmk3GgkB6BeyCPz0vb+7cuZ5RRo8eLbNnzyb48yzHDQgEL0DwF7wxb0AAAQQQQAABBBBIkIAW9dDiHvlNi3pocQ8aAgggEAcBu+BPV+zpH6+tc+fO0qNHD4I/r3Bcj0AIAgR/ISDzCgQQQAABBBBAAIG3kcWtAAAgAElEQVTkCKxd3SYrlmwuGNCgITXSMKo2OQN1OZK9e11emKLLDjooRYNlqIEJaKGMVatWyfvvvy8NDQ2iZ/H52aJwxl+54+GMv3IFuT8NAgR/aZhlxogAAggggAACCCDgm8ArTa2yqqm14HnDGjMytNHf/4e5b5324UG6xfmt1W1WNePtrXtEVz7SnAX03MeaTAfpkmkvuiI0+xM3BNwI/OY3v5HrrrtOduzYIaeddprcfvvtoivr/Gp2wd/9998vDz74oOdXnHrqqTJjxgzPK/48vyjvBoK/cgW5Pw0CBH9pmGXGiAACCCCAAAIIIOCbQFqCv2zQ90HzTkI+374eEQ0D+9ZXia4Q1TCQhoBJIPe8vSOOOEJ+/vOfS79+/XwDi0LwR1Vf36aTByFgFCD44+NAAAEEEEAAAQQQQMCDgJ7vZ7faTc/3S0KQo4Gfhpu6pZkWrICGgBoAHjGkxgoEaQjkCrzzzjsydepUefvtt2Xy5Mly6aWXSrt27XxD0uc+8MADUlVVJZdddpl1Rl+57ZNPPrECyk2bNsn48ePl8MMPL3ikbmHevHmz7Nq1y3qnn6sYy+0/9yOQRAGCvyTOKmNCAAEEEEAAAQQQCEwgqcFfNuzT4I8WrgCrAMP15m0HCmgA19LSInt9OrAzP8zTMHD58uXWluWgW3V1tZxyyimEiUFD8/xYCRD8xWq66CwCCCCAAAIIIIBApQUWzWy27cK46fWV7lpJ79egb8WSFrbzlqTn/016ViQrAP135YlmgeyW361bt/rClL99d/369XLxxRfLunXrfHm+00MGDhwoCxculLq6usDfxQsQiIsAwV9cZop+IoAAAggggAACCERCICnBX/YMP7tCJV6hs9tUtZBF2lubVfykvFWT2S3ASS4Wk/bvJErjzwZ/ulpOi2V06FDav+OXXnrJ2pacH/xt2bJF7rnnHvnoo48OGLYGjc8++6wcdNBB1iq9rl27ls3SrVs337Ytl90ZHoBARAQI/iIyEXQDAQQQQAABBBBAIPoCGugsXrC+oKMa1IyZGJ8VJnpGoa7y8xJQZcMoHbwWp/hLtdrSAoLoz3T5Pcza/iUI3GOdmei1ErKeGdkwqifO5U8HT3AQyAZ/xxxzjGhBkVIDuGuuuUYef/zxguDP9Oqf/vSnMmvWLDn55JPlzjvvZHsuXykCAQkQ/AUEy2MRQAABBBBAAAEEkidgCv40oNHiHnFopqrEdn3Phn0a9CWhcEml50e/nw2fVUl2WzxF50BX/mkREBoCQQhkgz+tHHzDDTdITU1p39rMmTNl6dKlroI/Xe13+eWXyyuvvCI33nijnHvuuUEMjWcigICIEPzxGSCAAAIIIIAAAggg4FJAV2xpcY/8pqFMw6hal0+p3GUrlmx2Va2XsCn4OfKy1Zqtv8HPR5rfEPQZf3a2zzzzjPzLv/yLdOzY0drme/DBB5c8Beedd54MHz685Pu5EYGkCxD8JX2GGR8CCCCAAAIIIICAbwKm1XJakCHq57GZqhHn4hAw+fapuH6QlwAwDt+Z64FzYWQEssFf7969Zfz48VJVVVVS3/7jP/5DXnjhBVcr/p588kmZOnVqSe/Jval79+5y1113yYgRI8p+Fg9AIKkCBH9JnVnGhQACCCCAAAIIIOC7QFyDPzehH6GS75+Lpwe6DQCZJ0+sXOxCoBJn/L333nvy4osvuuid/SXvvvuu6BmBui1ZC4cMHjy45GdxIwJJFyD4S/oMMz4EEEAAAQQQQAAB3wRMW2V1m29Uz2ArFvrpKj8tIMEZfr59JmU9yM0ZjIR/ZRHH6uZdu3bJxx9/LLqyLahWiRV/5Y7lv/7rv+TKK6+UXr16ycKFC6WuLj7FlcodO/cj4FWA4M+rGNcjgAACCCCAAAIIpFbAFKJpYY8oBmfFzvQj9Ivmp6yFP3TuTI0zGKM5b3736n/+53+sc/A2bdokeo7djBkzrDPx/G6VOOOv3DFo9WCtIjxy5MiyKhGX2w/uRyAOAgR/cZgl+ogAAggggAACCCAQCYE4BX+mQiRZyDhVIo7E5IfcCd36u+yhjaI/7ZqGf2eM7SP6k5ZMgfnz58vcuXOtwQ0cODCwlW1xXPGnLurzla98RWbPni3t2rVL5kfAqBDwQYDgzwdEHoEAAggggAACCCCQDoFFM5ttBzpuen2kADQsWrxgvbFPhH6Rmi5jZ9yEf2MmssUxHrPpvZda+XbatGmyY8cOGTVqlMycOVM6derk/UFF7qjEGX/lDOLDDz+UyZMni66InDJlivXfNAQQMAsQ/PF1IIAAAggggAACCCDgUiAuwZ/TuX6Efi4nOyKXFQtxOe8vIhMVUDfWrVsnLS0t8rd/+7eBhH7a7Sit+HvppZdk+/btcuSRR+4X7dq1q+ifTz75RF5//XVZsGCB/P73v7fO99PCHscdd1xA+jwWgWQIEPwlYx4ZBQIIIIAAAggggEDAAqYARrdaRmnVldP5cFHra8BTlpjHF5tTirMkZqorMpAonfF3//33yy233FLUoX379nLFFVfIxIkT2eZbVIsL0i5A8Jf2L4DxI4AAAggggAACCLgSiEvwZ1qVqIOMahESVxOQ8oucqv2yijPlH0eZw4/Sij/d3qwFTbSasV3TwO+II46QCRMmyOjRown9ypx7bk+HAMFfOuaZUSKAAAIIIIAAAgiUKWAqlhGl0MWpii+hX5kfQARudwr/mN8ITFBMu/D222/LAw88IL1795ZLLrlEOnfuXNJIHnzwQVmzZo1VgXj48OElPYObEEDAfwGCP/9NeSICCCCAAAIIIIBAAgVM2y0HDamRhlG1kRixabVflPoYCaiYdsLpvD+2ccd0Uuk2AgggELAAwV/AwDweAQQQQAABBBBAIBkCptVWUSmu4LTaT88g1GAoSk0P6t+yZYvo1j09pF9/RqVp35YvX25VUx08eLAcddRRjl3btGmTPP/889YYvvCFL0j37t0DG4rTeX+s+guMnQcjgAACsRUg+Ivt1NFxBBBAAAEEEEAAgTAFoh78xW2135NPPilTp06VgQMHysKFC6Wuri7M6XR817Jly+Sqq66Sbt26uaoaetttt8m9995rbW+8++67Aw3+dNXfiiUtolvP81uUtp1HZjLpCAIIIJByAYK/lH8ADB8BBBBAAAEEEEDAnYBpRZ1u89WttJVsTqvA/Fjtt2HDBhk3bpysW7fO0zD18P3Zs2fb3uMm+PO72uiUKVNk8uTJjmPQogLXXHONLF26VM4++2yZNWuWdOzY0XjPBx98IJdeeqmsXbtWrr/+ejn//PM9GZVyMav+SlHjHgQQQCCdAgR/6Zx3Ro0AAggggAACCCDgUeCphzbarrKKwvZKU9/82oacpuBPq4pOmzbN2ubb2Ngoffv2tf1SqqqqZPz48aLXazhYU1Mjp5xyihx88MHGL2vAgAFlFU/IfXDQc+7xnweXI4AAAghEVIDgL6ITQ7cQQAABBBBAAAEEoiWweMF60W2W+c2PFXXljtS0zbdSfZs/f77MnTtX/Frxl8lkytoOnO1PsRV/27Zts1YE6nl9xZqe4zdjxgxra++f//znYpdbvx85cqRoX7p27erqeqeLTFvPKfJRNi0PQAABBBIlQPCXqOlkMAgggAACCCCAAAJBCZjCtXHT64N6pavnOm37rFTf4hr8aYingWXv3r3llltukcMPP1xefvllef/9961tv/lNzya8//775dhjj5Vbb73VOttPr29paZHTTz+94PpOnTpJbW2ttGvXztXcOl3kVOE3CqtQyx4gD0AAAQQQ8EWA4M8XRh6CAAIIIIAAAgggkHSBqAZ/prMH9dxBPX+wEi2Owd8LL7xgbfHVSsO6MvDyyy+XF1980VoBqNt+b7zxRjnnnHP2c+r1V155pegqwezZfq+++qpMnDhRPvroI5k+fbpccMEFvoR8pjmM8vbzSnx3vBMBBBBAoFCA4I+vAgEEEEAAAQQQQACBIgKm1VVR2FZp2oJcyVVffgd/HTp0sII4rbJbSlu+fLk88cQTVqBnV9zjnXfekSuuuELefPNN61y/OXPmWNtx9+3bJwsWLJB58+ZJjx495I477pATTjhBtm7daoV+Gv6ddtppcvvtt0vnzp2trv3617+W733ve9Z/54eFpfTd6R7Tdt9Khr5+j5HnIYAAAgiUJ0DwV54fdyOAAAIIIIAAAgikQCDKwV+YKxE1IFu1alXRGc8GbX6d8adBmx8tG/z993//t/Tp00cGDhxobeP99re/bYV4Rx11lBXyHXbYYdbr2trapH379nLDDTfIr371K7n44outwE8DvUcffVR69eplXT98+PD93cuGhRoYTpgwwQosnaoClzOuDc07RFf95bcoBNLljIt7EUAAAQT8EyD488+SJyGAAAIIIIAAAggkVMAUsPStrxZdWVepZjrfL6h+6fl3uprPbfMr+PNzxd+kSZPkmmuukSeffNLalnvZZZdZwd7vf/97a+WerujTtm7dOmt14KGHHioXXXSR9XdanEO3/d52223y8MMPy7e+9a39v8ua7NmzRzQg1UBRn6Xn+gXVohxIBzVmnosAAggg4E2A4M+bF1cjgAACCCCAAAIIpFDAFLBVektlmP369NNP5aqrrpKnnnpKhg4daq2OMzXdMvvKK69EpqrvmjVrrG282ud+/fpZq/D0PL7Zs2dbRTt27dplBXW6AlCbrtrTVX2/+MUv5Mgjj5S77rpr/++yv9fz/4YNG1YQ7K1fv95aGdja2mrdN2LEiED/xZhWfF4wbYB0rDoo0HfzcAQQQACB6AsQ/EV/jughAggggAACCCCAQIUFTGepDWvMyNDGTMV6F2Zhj02bNsk3v/lN+dOf/mSdgXfWWWcZx7106VL5wx/+IIMHD5YLL7zQ9jpdcTd16lQrUNPquHV1dQXXaWCnK/J0xd99990ngwYNKtt65cqVoqv+dCXePffcY/Uxv9kV7nD74rCDP9MZj1+bdIgc3LW9225zHQII5Ano/wfAQQeVX4EbWAQqLUDwV+kZ4P0IIIAAAggggAACkRcIM/jTVXy6tXhD807RrZyltCACyWwIp1tZdSXb8ccfX0rX9t/jJvjLDRv/4R/+QS699NKyts5u3LhRZs2aJRr+nXzyyXLnnXfuL8qR7ZhW6dVAsqmp6YBCH24HG3bwZ6rs67a/XIcAAmaB3odUyYgvdZfeA6pgQiC2AgR/sZ06Oo4AAggggAACCCAQloBpZV3DqFrR7b5+NA37VixpKTnsy+2Dn/3KPldX8U2bNs1aoffzn//c2jJbTnMT/Onz7777btGzBTVw9Kt1797dOs/vpJNOKnhk9n3V1dVWFV/dHqxbd/XMv3KbnhGoZyRqxWC/GsGfX5I8BwF7ge69O8rob/SHB4HYChD8xXbq6DgCCCCAAAIIIIBAWAKmcEULe2ghjXKbaUVhqc/1q1+579fASgO4L37xi9ZW386dO5faPes+t8GfBn7Lli2TJUuWWNuMy2kauDU0NMh55513wJl92WfqFl8NNz/88EPRcFBXNvbv3z/SwZ/f3045vtyLQFIF/uGKQ6RzF7bOJ3V+kz4ugr+kzzDjQwABBBBAAAEEEChbIMjgL4jgxu/gT8+60kq4TzzxhCdLp/P73AZ/nl6Yd/HmzZvlueees84IPOWUUxzDSq3Ee8UVV1hFQLRlgz+vxTnC3uprWo1ajhv3IoDAgQLnXXmIVNcQ/PFdxFOA4C+e80avEUAAAQQQQAABBEIUMBVQGDe9vqxemKrylvVQEfF7q+/WrVtlwoQJsmrVKk9d06q3unW2Z8+eBfeFEfxlC3lkMhljARHtmI5PV/qtWLFCOnbsKHv37rW24+ZX5X399dfl1ltvtYqcNDY22loQ/Hn6RLgYgcgL9OzXSUZdXN7RBpEfJB1MtADBX6Knl8EhgAACCCCAAAII+CGwaGaz7WPKCf60cIcGikG0IIp7eOnnI488IjNmzBCnM+1Mwd97770nL774opfXGa9999135ac//am10u/yyy+Xbt26HXCtnuP3+c9/Xn70ox/JY489Jvq/ddWf9r+1tfWA4O/TTz+VH/7wh9bv9Ny/efPmyWGHHVbw7rCDP9Nq1A4dD5J2FCT15TviIekV0KIew0/NSM++ndKLwMhjL0DwF/spZAAIIIAAAggggAACQQqYAroumQ4yZmJdya82rSLUB+q5gQ2jeoq+w6mFWW3Yy0DdnAdoCv6yf+/lfaVeq1uRv/Od78gPfvAD0QrCGvp99atflUsuuaQg+NN3aJA4ceJEeeONN6zrbrrppoIqw2EHf6bv6NzJh8jBXdmaWOq3wX0IIIBAUgQI/pIyk4wDAQQQQAABBBBAIBCBIII/p3P9vKzWM20V1uBQz/mrVJs1a5a10m706NEye/Zs226Ygr+XX37ZWlWX33TF3fbt26VHjx6uh6VbeJ999lmpqqqSU0891fqZ23QFoG5h1i29uirwyiuvtAp7aBXf/BV/2ft+85vfyHXXXSfan+uvv17OP//8A54ZdvBnWo16wbQB0rHqINdWXIgAAgggkEwBgr9kziujQgABBBBAAAEEEPBJYEPzDtHtlPmt1HDNaYuv12f63TefyKxCII8//rh84xvfkG9/+9uegj+7i3ft2mWFbEuXLpVvfetb8vWvf13audjH6vaMP31++/btrT/FgrvcLb9HHnmkFRrqysFsK3a/X8bZ5wSxDd3vPvI8BBBAAIHKCRD8Vc6eNyOAAAIIIIAAAgjEQMC0qm7QkBqriIbXZlrtV8rW4SBWI3odT/71bW1t1pZZLZQxZcoUmTx5si/B35133mmtItQ2duxYufrqqx2r9Op1boO/3A66Ce608u+1114rF154oYwZM+aAENLN/eUaZ++P6opPv8bHcxBAAAEEyhcg+CvfkCcggAACCCCAAAIIJFjAz3P0nFb7ednim8ttKu6gW311BWHYraWlxSqkoRWA58yZI2eddVbZwZ8+YN++ffKzn/1M5s6dKzt27LCq6uqW4tpac/gaVPDnZBpm8LdiyWbR8C+/lRpKh/2t8D4EEEAAgeAFCP6CN+YNCCCAAAIIIIAAAjEW8DP483O1X5bUFPxVKvxpamqSqVOnyt69e0VX6Z100km+BH/Z8G/x4sVWdV3dcquFNvRcPlNLevBnKuyhK1F1/mkIIIAAAggQ/PENIIAAAggggAACCCDgIOBX8BfEaj/ttmm7Zylbh918CC+++KK899571nl4Rx99tHTp0sW6TYM+LaRx7733Wufk6e9+8pOfSL9+/XwL/rIP0rP+1qxZY20j7tSpk3zyySfWKsDcwh/6d/PmzZP77rvPOoNv4cKFUldXvApzuSv2smGj+uj5f8cff7wbVs/XOH1PWm26WEVozy/kBgQQQACBWAoQ/MVy2ug0AggggAACCCCAQFgCpu2UXldVBbHaTw2cAqAgtvtq6DZt2jTZs2ePcQo09NLz/XTLr6mZqvqWMq/ZsE2r+Nq1008/XW677baiZwLqvV6Cv9/+9rcyc+bMA874063OWn342GOPtULH3r17lzKkovf4ffZk0RdyAQIIIIBALAUI/mI5bXQaAQQQQAABBBBAICwBv87QM23LLPVsv9zxh7ndV1faXXbZZbJxY2GlY+1T//79reIeWvRCA8Awgr9sWLdu3bqC1w0ePFhuvvlm0Z9umpfgzxQ4VldXy4033ijnnHOOm1eWdI1pzr0G0iW9nJsQQAABBGIjQPAXm6miowgggAACCCCAAAKVEDAFdl62Uzqtyhs3vb7sYTlt9z1jbJ9At31u2bLF2mqrTbfadu7c2dV4Xn75ZXnkkUekW7duVpCYu03X1QNyLtLCH5s3b5Zdu3YdcKv2xetzdTz33HOP7Ny5U8aPHy+HH364sTs67uXLl1vbjLNNtz6PGDFCunfv7nUYrq83zbc+wMt36fqFXIgAAgggEFsBgr/YTh0dRwABBBBAAAEEEAhDYNHMZtvXeAns/Don0DRep2CxUkU+wpibtL7DFEYz12n9Ihg3AgggYBYg+OPrQAABBBBAAAEEEEDAQaDc4M8plPNzW6bTGYINo3pK3/pq5jkBAqZ51qEFcaZjAsgYAgIIIJBqAYK/VE8/g0cAAQQQQAABBBBwEjCFdl4q5gZV1CO/304Bo4Z+GgrR4i9gCqKZ4/jPLSNAAAEEghAg+AtClWcigAACCCCAAAIIJEIgyODPj6Ie+cimCsR6XRDvS8Qkx2gQpoIeOgRW+8VoIukqAgggEKIAwV+I2LwKAQQQQAABBBBAIF4CG5p3iIYt+c3L6irTCq0gghoNKpc9tFH0Z37TVYps+Y3X95fbW6ctvl6+x/gK0HMEEEAAgVIECP5KUeMeBBBAAAEEEEAAgVQImKqnui2iYAoOvWwV9grtVPFV3xt0lV+v/eX64gKm7yh7J5V8ixtyBQIIIJBWAYK/tM4840YAAQQQQAABBBAoKmAK0dxumw26mq/dAHS134olLaJhkV0LMnQsCsoFngWKhX5uv0XPL+YGBBBAAIFECBD8JWIaGQQCCCCAAAIIIIBAEALlBndhbvPNHb9ToQ+9zu2KxSBMeaZ7gWLzyBZf95ZciQACCKRVgOAvrTPPuBFAAAEEEEAAAQSKCpQT/PlRGKRoBx0ucNryq7ex7bcc3eDvLbbST3vAFt/g54E3IIAAAnEXIPiL+wzSfwQQQAABBBBAAIHABExVchtG1Vqr5pyaKTQMc5WWU0EIwr/APpuyH1wstNUXBFEcpuyO8wAEEEAAgcgJEPxFbkroEAIIIIAAAggggEBUBLSir91ZeW5CF9O9YZ/J5ib80xBzaGMmKuyp7kex+SL0S/XnweARQAABzwIEf57JuAEBBBBAAAEEEEAgLQKlBn9OZ7OFvT1T+/LW6jZZ1dTqOG1hB5Jp+YbcjrNYUZbsc9ysNnX7Tq5DAAEEEEi+AMFf8ueYESKAAAIIIIAAAgiUKLB4wXrRQCa/jZte7/hE0/lslaqo6zb80/6x+q/Ej6XE29zOjT6e0K9EZG5DAAEEUixA8JfiyWfoCCCAAAIIIIAAAs4Cpqq8xYK/coqCBDknbraR6vsJAIOchb8820vgp9e72V4efK95AwIIIIBA3AQI/uI2Y/QXAQQQQAABBBBAIBSBcqryRuV8Pzsot+FfNgDsW18lWpCkWDGTUCYl5i/Jhn0fNO+0PTvSbngawjaM6mnNAQ0BBBBAAAGvAgR/XsW4HgEEEEAAAQQQQCAVAqUGf07n+xVbKRgWrPZx2UMbbbcxm/qgAVTNZ1uBu2TaW5fp/9a/px0okN0e3ta6W7a37hH96SXsyz4tzArQzCECCCCAQDIFCP6SOa+MCgEEEEAAAQQQQKBMAVOAVyyMidr5fiYGr1tNnTgJ//6qY3cmpNdPka3WXsW4HgEEEEDAJEDwx7eBAAIIIIAAAggggICNgCnAKxb8RfV8P6cAcMWSFtdbT/lYghWgunKwvjwdAQQQSJsAwV/aZpzxIoAAAggggAACCLgSWLu6TVYs2VxwrZ51p9VVTS3K5/s5DVzHq3808KSFL6CB3xFDatg6HT49b0QAAQQSLUDwl+jpZXAIIIAAAggggAACpQqUunLPVAl4zMS6WIQ6ulVVx64hIC1YAbb0BuvL0xFAAAEERAj++AoQQAABBBBAAAEEELARKCX4K7UgSBQnQMey4bPqs4SA/s1QNuzLVkv278k8CQEEEEAAgUIBgj++CgQQQAABBBBAAAEEbAR0m69d4KXbfHW7r10zhYXFzgWMwwTkBoHZSrV+FLKIw9hL6WO24IlWPu5XX7W/InIpz+IeBBBAAAEEShUg+CtVjvsQQAABBBBAAAEEEi1gCv7OHNtHNMjzEvwlvWADAeBfvwYqHCf6/ywwOAQQQCB2AgR/sZsyOowAAggggAACCCAQhoCpSIdT8FfKPWGMhXcggAACCCCAQDoFCP7SOe+MGgEEEEAAAQQQQKCIwOIF68VuJZupSIfpfD99zbjp9XgjgAACCCCAAAKhCxD8hU7OCxFAAAEEEEAAAQTiIGCqzmsK8ZJU2CMO80MfEUAAAQQQQKC4AMFfcSOuQAABBBBAAAEEEEihgNfgz1TYQwuBaEEQGgIIIIAAAgggELYAwV/Y4rwPAQQQQAABBBBAIPICpazeMwV/SS/sEfnJpIMIIIAAAgikWIDgL8WTz9ARQAABBBBAAAEE7AVKCf4o7MHXhAACCCCAAAJREyD4i9qM0B8EEEAAAQQQQACBigtsaN4hGuTlt7711aJVffMbhT0qPmV0AAEEEEAAAQRsBAj++CwQQAABBBBAAAEEEMgTMAV/pvP6SlkhCDoCCCCAAAIIIBC0AMFf0MI8HwEEEEAAAQQQQCB2AmtXt8mKJZsL+m0K/ijsEbsppsMIIIAAAgikQoDgLxXTzCARQAABBBBAAAEEvAh4LdTh9XovfeFaBBBAAAEEEECgVAGCv1LluA8BBBBAAAEEEEAgsQJegzwKeyT2U2BgCCCAAAIIxFqA4C/W00fnEUAAAQQQQAABBIIQ0G2+ut03vzWMqhXd7pvfFs1stu3GuOn1QXSPZyKAAAIIIIAAAq4ECP5cMXERAggggAACCCCAQJoETMGfVvTVyr65jcIeafoyGCsCCCCAAALxEiD4i9d80VsEEEAAAQQQQACBEAS8bN01VQDWgFCDQhoCCCCAAAIIIFApAYK/SsnzXgQQQAABBBBAAIHICixesF50JV9+GzOxTrpkOhzw117PA4zsoOkYAggggAACCCROgOAvcVPKgBBAAAEEEEAAAQTKFfByZp9pW/CwxowMbcyU2xXuRwABBBBAAAEEShYg+CuZjhsRQAABBBBAAAEEkirgJfjzsi04qV6MCwEEEEAAAQSiKUDwF815oVcIIIAAAggggAACFRLwWqzDS0hYoSHxWhldtt0AACAASURBVAQQQAABBBBIqQDBX0onnmEjgAACCCCAAAII2At4Cf68XIs3AggggAACCCAQtgDBX9jivA8BBBBAAAEEEEAg0gKmMM+uSu/a1W2iZ/zlNyr6RnqK6RwCCCCAAAKpESD4S81UM1AEEEAAAQQQQAABNwIbmneIntvnJsyjoq8bUa5BAAEEEEAAgUoJEPxVSp73IoAAAggggAACCERSwLSKb9CQGmkYVXtAn6noG8kppFMIIIAAAggg8JkAwR+fAgIIIIAAAggggAACOQJeVvFR0ZdPBwEEEEAAAQSiLEDwF+XZoW8IIIAAAggggAACoQt4Cf6o6Bv69PBCBBBAAAEEEPAgQPDnAYtLEUAAAQQQQAABBJIvYAr+dJuvbvfNNir6Jv9bYIQIIIAAAgjEXYDgL+4zSP8RQAABBBBAAAEEfBUwnduXH/x5KQLiawd5GAIIIIAAAggg4FKA4M8lFJchgAACCCCAAAIIpEPA7bl9XrYEp0OOUSKAAAIIIIBA1AQI/qI2I/QHAQQQQAABBBBAoKICBH8V5eflCCCAAAIIIOCjAMGfj5g8CgEEEEAAAQQQQCD+AosXrBc9vy+/jZlYJ10yHfb/tduAMP4ijAABBBBAAAEE4ipA8BfXmaPfCCCAAAIIIIAAAoEIuK3Ua7ouPyAMpJM8FAEEEEAAAQQQcCFA8OcCiUsQQAABBBBAAAEE0iPgJvgzVfRVpXHT69ODxUgRQAABBBBAINICBH+Rnh46hwACCCCAAAIIIBCmgCnQ0y2+upIv29xeF2bfeRcCCCCAAAIIIJAvQPDHN4EAAggggAACCCCAwGcCbgO9tavbZMWSzQVufeur5cyxffBEAAEEEEAAAQQiIUDwF4lpoBMIIIAAAggggAACURDY0LxDtGhHfssP9F5papVVTa0F1w1rzMjQxkwUhkIfEEAAAQQQQAABIfjjI0AAAQQQQAABBBBA4DMB00q+QUNqpGFU7X4ngj8+GQQQQAABBBCIgwDBXxxmiT4igAACCCCAAAIIhCLgNvjTVYG6OjC/6TZfXR1IQwABBBBAAAEEoiBA8BeFWaAPCCCAAAIIIIAAApEQcLuSz03l30gMiE4ggAACCCCAQKoFCP5SPf0MHgEEEEAAAQQQQCBXwE3wZyoAos8ZN70eUAQQQAABBBBAIDICBH+RmQo6ggACCCCAAAIIIFBpAa3Uq9t985ue76fn/GlzW/m30mMJ6/3qQausQJdMh8p2gLcjgAACCERWgOAvslNDxxBAAAEEEEAAAQTCFjAFf7ln95nOAcyv/Bt234N+nwZ8b30Win7QvNP2jMOg+8DzzQLZ8K9vfZV1kX6P2bAaNwQQQACB9AoQ/KV37hk5AggggAACCCCAQJ6Am6IdbrYDJwE2G/TpT7tVkEkYYxrGoIGgBoAaCFJ4Jg0zzhgRQACBAwUI/vgiEEAAAQQQQAABBBD4TMAU/I2ZWCfZFVVJD/406NMxEvYl759FNgQc2phJ3uAYEQIIIICArQDBHx8GAggggAACCCCAAAKfCSxesN46wy+/5RbtcLMqMI6gG5p3yIolLbbjj+N46LNZIBsAHjGkZn+gjRcCCCCAQDIFCP6SOa+MCgEEEEAAAQQQQKAEgUUzm23vyg3+TOFg7qrAEl5dsVs06NTAT4M/WroEWAGYrvlmtAggkE4Bgr90zjujRgABBBBAAAEEELARsAv+NBzRUC/b3ISDccE1bVv22n+qynoV8+96P6oqEwD6Nx88CQEEEIiaAMFf1GaE/iCAAAIIIIAAAghUREADFF3Nl99ygz8311Sk8x5fquNY9tBGT9t61aEm00H6WUUi/lo51uOruTwAgWz419a6W7a37hH9WUrl5WGNGeH8vwAmiEcigAACFRQg+KsgPq9GAAEEEEAAAQQQiI6Am1BPt8PqGX/5Taulnjm2T3QG49ATL6v8qAgbiyk1dlK/6Q3NO61CLW63cuucnzG2D2f/xXvq6T0CCCCwX4Dgj48BAQQQQAABBBBAAAERKxgpFuppgLJiyeYCr0FDaqRhVG3kHbXvbqr1avijK790XLRkCGgI+NbqNlnV1Fp0QDr/DaN6igbaNAQQQACBeAsQ/MV7/ug9AggggAACCCCAgE8CbkI902q5OGyRNFUjzuXjrDefPqYIP0YDQP2OiwXAfAsRnkS6hgACCHgQIPjzgMWlCCCAAAIIIIAAAskVMAV/uaGeacVc1IM/N6Ff1MeQ3C+vMiNzc84jKz8rMze8FQEEEPBTgODPT02ehQACCCCAAAIIIBBbATer+UwBmp7vF9VtkW5Cvyj3P7YfVAw67mb7L9t+YzCRdBEBBBBwECD44/NAAAEEEEAAAQQQQEDE2v5od/5Z7ko4rfqbraCaizZmYl0kiyEUO9OPUIdPXwWKFXyh4AffCQIIIBBfAYK/+M4dPUcAAQQQQAABBBDwUcAUkmnRjmyRi0Uzm23fOG56vY898edRpmIl2afHqRKxPyI8xUnAtNU9e4+Gfxpw0xBAAAEE4iVA8Bev+aK3CCCAAAIIIIAAAgEJFNvGqyv9dMVffotiIGLqK6FfQB9PQh5b7LuJS/XqhEwHw0AAAQR8ESD484WRhyCAAAIIIIAAAgjEXaBY8GdaQRfFlXNO5/pFsb9x/3aS1P9iK/9yV8AmadyMBQEEEEiqAMFfUmeWcSGAAAIIIIAAAgh4EjCFZdnz+0yBSNRWQTkFN1Fcnehpkrg4FAGnM//4hkKZAl6CAAII+CZA8OcbJQ9CAAEEEEAAAQQQiLOAqXBH9vw+N8U/ojB+0zmE2jeq90ZhhuLRB6fwL2phdzxE6SUCCCBQGQGCv8q481YEEEAAAQQQQACBiAkUK9wRh+DPqYovoV/EPriId0fP+1uxpEV0i3t+oxp0xCeP7iGAAAI5AgR/fA4IIIAAAggggAACCIiIXfCXu62x2BmAUUA0hZes0IrC7MSvD07FPvim4jef9BgBBNIpQPCXznln1AgggAACCCCAAAI5Am4q9kY9+Ivqar99+/bJ5s2bZffu3dKzZ0/p1KmT79/eJ598Ih9//LHU1tb6/uz8B+p4Vq5cKYcccoj079/fl/dp/5cvXy47duyQwYMHy1FHHeX43E2bNsnzzz8v7du3ly984QvSvXt3X/ph9xDTd6Wh+Blj+4j+pCGAAAIIRFeA4C+6c0PPEEAAAQQQQAABBEIScBP8FdsKHFJXja8Ja7XfNddcI48//rjMmTNHzjrrrKLD3rZtm0yePFlef/11ueuuu2TEiBFF7/FywR//+Ee58cYbpWvXrjJ//nzp1auXl9s9Xbtnzx657bbbZOHChTJy5Ei54447fAndli1bJldddZV069ZN7rnnHjnuuOMc+6V9uPfee2X48OFy9913+9IH0wtZ9efpE+FiBBBAIHICBH+RmxI6hAACCCCAAAIIIBC2gJ5jpiv68lvf+mqrIIabYDDsPue+z6mSb7YqsV/9i1rw99prr8mkSZPkgw8+kG9+85ui/WvXrp1fwy14zjPPPCPTpk2zVuede+65cv3115e1inHXrl1Wn5cuXSpnn322zJo1Szp27Gjsv47z0ksvlbVr11rvPv/88wMba/bBpvMtqfAbOD0vQAABBMoWIPgrm5AHIIAAAggggAACCMRdwBScZc8xi3rwZ9qGPKwxI0MbM75Oj13wd//998uDDz5o+x7dGqtbUz/99FPp06ePMdTq27evtZpOf3ptuupt7ty50qVLF5k3b56ccMIJXh/h+nodz4IFC6z3aLv22mvloosucn1//oW5QWJjY6Nx/FVVVTJ+/HjR6zUcrKmpkVNOOUUOPvhg47sHDBggl1xyiXTu3Lnk/umNTqv+KBpTFi03I4AAAoELEPwFTswLEEAAAQQQQAABBKIuUCz4K7YisNLjM23z9Xu1n44zjODvhRdekPfff98160cffSSLFi2yAr/Pfe5zrlf86Vl6eqaebuH98MMPrZ9umq7S+9GPfiTr16+X6667TjRgK9b0PD7dhqw/sy27DVrP6yvW9By/GTNmWFt7//znPxe73Pq9bkfW7c+6DbrcZgqXKfJRriz3I4AAAsEKEPwF68vTEUAAAQQQQAABBGIgYNrKmF0xVywYrOQQnbb5jpte73vXwtjqm32H753Pe+CUKVOs8wc1wLv44otl3bp1gb1y4MCB1tmAdXV1+9+RXanYu3dvueWWW+Twww+Xl19+2Qo9ddtvftP7dXXlscceK7feeqt1tp9e39LSIqeffnrB9VpIRQue+LH12RR+s903sE+GByOAAAK+CBD8+cLIQxBAAAEEEEAAAQTiLFAs+Cv2+0qO3VR1NaiVWGEEf7pteM2aNY6s7777rlXZVpuu3Bs6dKjnaTj11FPly1/+8v7gT5/ptB3Z8wtErC3OGzdutFYF5gZ/uqpRzwrcsmWLaAB5+eWXy4svvmgFkXp+oBYsOeecc/a/Uq+/8sorRVcJZs/2e/XVV2XixImiKx6nT58uF1xwgS8hn9042e5byuxzDwIIIFB5AYK/ys8BPUAAAQQQQAABBBCosIApPGsYVSsaoBX7fSW7v3jBeusMtvwW1NlrpuDPy7bV3L7arYQr5vnOO+/IFVdcIW+++aYV+ul5e4cddlix24y/z674a21t9b3y8MqVK63iI5lMZn/wl9t/PddPKyTrdtzc8wN79OhhVQ3W7ctbt261Qj8N/0477TS5/fbb95/b9+tf/1q+973vWWPLDwtLBjHcGOZZkn73nechgAACaRUg+EvrzDNuBBBAAAEEEEAAgf0CpmAvG56ZAo+gwjUvU2M638/Pbb66Mk6ryZqarljTwhO6Wk23np588snWNlSntnPnTvnDH/4gPXv2LNgC63SfhmC6Um7FihVW6KfhmP7Mb88++6z1XA3FioWCYQZ/uu3229/+thXi5YeWbW1t1hmAN9xwg/zqV7+yth9r4KeB3qOPPmqdEagh5/Dhw/cPNxsWasGRCRMmWCsHnaoCe/m28q81rXzNVr8u59nciwACCCAQjADBXzCuPBUBBBBAAAEEEEAgRgLFgj3Tqrogimd4YTOd7+d3EPOP//iPVvELbXqe3Pbt20XPpctWi73wwgvla1/7mhX8vf76665WzWXDNn1m/tl3JoNPPvnECsUee+wxKwTLrojLv15XH06dOlWamprkb/7mb6wVdU7hX37wN2TIEGuce/fu9TIdB1yrK/j0T/6KP+23juH3v/+9tXIvW4FYzxdUv0MPPXR/lWAtzqHbfrXa8cMPPyzf+ta3CioIa0ESXUGo5wLqs/Rcv6Ba1IvcBDVunosAAgjEWYDgL86zR98RQAABBBBAAAEEfBEwBX/ZYC+MVXWlDKQSRUeKbfUNasWfVtLVs+2yK99MoV/WUc/ru+qqq2TVqlVWIDZr1izp37+/LbMGisuXL5fdu3fLiSeeaAVpuj1XVxeW2rKFQzZv3izPPfecdOjQQU455RQrLNWxaFCn25y16ao9XdX3i1/8Qo488kgrOM3+Lvt7Pf9v2LBhBcFekKsV88duOuePAh+lfiXchwACCAQvQPAXvDFvQAABBBBAAAEEEIi4gNOKPu26/j6/RSHsCLuwhxoUC/6yBTfcTrmbM/7yQz9dAacBXbGWe5ZeQ0ODtUKw2BZkfebq1avl+9//vrWy0W3LFvHQFXjassGfm/vtCne4uU+viULwp/3wc2u527FzHQIIIIBAcQGCv+JGXIEAAggggAACCCCQcAGnFX1hr3LSVXz6p611t23RDjdTMawxI0MbM24u9XxNseDP762+umLuBz/4gSxbtsza3qsr47TARbGmAZxuT9atthri6fZf3Y6s/53dolzsGW5//8orr8h3v/tdeeONN6wz+s4//3wrIO3SpUvRR+RuS84t9FH0xs8uCDP401ea/q2MveZQad+hndtucx0CCCCAQEgCBH8hQfMaBBBAAAEEEEAAgegKOAV/YZ1rZtpuXIpathpxKfcWu6dY8PenP/1JbrnlFhk8eLDjozZu3ChXX321FZTZnfGnwZ2u0Fu0aJF1zp02DdK0GIi27FmDxfqb//tzzz3X2jLsx1l4WgVYz+l75JFHRPt79NFHy8033yxDhw513a27775b5s6dK9XV1fsLlWhRDz3zr9ymZwTOnz/fOmvQr2ZaHfv1aQOkU9VBfr2G5yCAAAII+CRA8OcTJI9BAAEEEEAAAQQQiKdAsRV9QZ+jp8HiiiUtJa/us1MPstpwseDPz62+jz/+uHznO9+xzsTz2jRI0wIkWkVXW3Yrrv73FVdcIRMnTtz/O6/P1jP5fve738kPf/hDq9qxBpLf+MY35JJLLvG0mlC3+GqFYl2ZqFuQ9Ww/PYcwysGfKaAm+PP6FXE9AgggEI4AwV84zrwFAQQQQAABBBBAIKICxYK/V5paZVVTa0Hv/dhOa1pNWC5VJYO/V1991QrBBgwY4DiMjz76SHS1W01NjbGqrxbX+PGPf2wFePX19daKOg3ZtAjGfffdJ6NHj5bZs2cf8B5d4aYr6PJXu2kBDy328cwzz1iVcxcsWCBHHXVUSdRLly61Ajtd5Xf88cdbVXqPOeYYT8/KPX9Qb8wGfyNGjPD0nLC3+hL8eZoeLkYAAQQqLkDwV/EpoAMIIIAAAggggAAClRQotpU3qOAvqNBPLSu51dfvM/7svg0N9jTg0zP7br31VlfBn16kYZsGhhMmTLCCRG26mlC3De/du9f1Z6gVgPXcQQ03tdBInz59XN2r24tra2tFtwhrcLhixQrp2LGj9W7djqsr/nKDP7XU8X3zm98UPf/ProUd/Jm2+nLGn6tPgIsQQACB0AUI/kIn54UIIIAAAggggAACURIoFvyZVjiVs6rOtMrQLxc/ViOa+mK31betrU12794tV155pbz44otWEKaBllPT1XK6TVbDM7sz/kz36jZb7cMTTzxhWznXtOLP9Dwt/jFp0iTR1YVBN12FqEGhngv42GOPWef66bZjPSNQw8Dc4E+3JutWYv2drkycN2+eHHbYYQVdJPgLetZ4PgIIIBBvAYK/eM8fvUcAAQQQQAABBBAoU6DYGX5BBH/FCnkMGlIj+qdvfbXj6IJajej00mzwp9tb9fy8X/7yl9b2W12ZNn369MCDv02bNlkr4N58802rGMaXv/zlA7ob9eBPw1E11HFo6PfVr37VOhswP/jTQb377rvWWYRaLVivu+mmmwqKkoQd/FHVt8z/g8PtCCCAQMgCBH8hg/M6BBBAAAEEEEAAgWgJFAvPnCr+ljIS0/v0WV0yHWTMxDrXjzWFlhoY6opEv5sWobj22mulqanpgEcPGTLEOmvv+9//vgS91XfZsmXWWX29evWytu0OGjSorOCvFKMnn3xSpk6dKgMHDvS0WlHfpSsWtfJv586drRWSaqrFPOyCP73+N7/5jVx33XVWcRKtRnz++ecf0OUwgz+nlarjpv9l6zQNAQQQQCBaAgR/0ZoPeoMAAggggAACCCAQskCYwZ9TcOI19FOmYtuU/aJ84IEH5N///d/lrbfesgpaaNNVfqeffrp19pxu89U/ep0GUV6Ke+izLr/8cunWrZu1pXXw4MHGbucW6Dj77LNl1qxZBVuK3az408BQ+/n1r3/dKhiSrfzr1quc4E/foecKtm/f3vpTLLjL3fJ75JFHWtuBNXDMtmL3ux2Tm+vC+t7c9IVrEEAAAQTcCRD8uXPiKgQQQAABBBBAAIGECjgFf0cMqREtZpDfSgnp9BmmLb6lPq9YRWK/puxLX/qSFVBpUHXSSSdZW1M/97nPWdtOsyGYH++aMmWKTJ482fZRulJOK/HqWXd6fqBu8z3ttNMKrnUT/GW3K+dX/nU7hnKDv9z3uAnudFuzrrS88MILZcyYMQcElW7udzuuYtcV2xZf7H5+jwACCCAQvgDBX/jmvBEBBBBAAAEEEEAgQgIrlmwWDTTym1bG7ZJpb4V1+a2UrbROVXzLKcYRxBmE+ePVIhO6Mm706NHWSr/c9t5771nn+uU3XammYZ2Gg7lNV+3p32mImN9MK/50leHPfvYzK/TbsWOHnHvuuda21/xn6/O8BH86Ht2i7LWFHfw59S/M4M/0rQVZRdrr3HA9AggggMCBAgR/fBEIIIAAAggggAACqRZwCs62t+4RDQbzmxbe0LDDS9OVg7pCL7+Vutov+xxT/0vpo5fxmK7VsO8Pf/iDtQ33oIMOOqAa7TvvvGMVtNi+fbtVoOPv//7vC4LE/Oc2NzfLv/7rv8rvfvc7a5txQ0ODtdqve/futl14/PHHreIZptV827Zts1YVPv/889ZPXWXotaU1+DOdd6nnUup3TEMAAQQQiJ4AwV/05oQeIYAAAggggAACCIQo4BT8bWjeKauaWgt643WFntNqv3JDE9P2y3IDRa9ToIHf6tWr5cc//rH88Y9/tEK6448/XrT67zHHHGM9TkM8XbX3xBNPWL/PZDIyduxYa+uw/nduW7dunSxatEgWL15sBYXatIKvPs8U+uk1S5culWnTpkmPHj3ktttukxNPPHH/Y/Wd+rwbb7zRWjmoVXLPO+88T0PVZ+gqQV2BeOyxx1oFRnr37u3pGbkXl7tib+XKlTJp0iRrBaWe/6fmQTTTd6bvorBHEOI8EwEEEPBHgODPH0eeggACCCCAAAIIIBBTAdNKPA3k3lrd5kvwZ3qH1wDRjtipYIhW9tVtyUE2LVTx9NNPW9VtNfjTYEwr7epqur/7u7+z3dKrYZeGVI899ph1vW4f/trXvmatBty6dat897vflZdeeml/IRGt4Kthnp5vZ7dFOD8w1CDsz3/+s+Owdeuynhk4YMAA43XZ1YGvvfaa9OzZ07pOtypv2rTJ+m9TgREv3l6Cv9/+9rcyc+bMA874a2lpsYJRP0JIp36btsRXamWpF2OuRQABBNIsQPCX5tln7AgggAACCCCAAAJW8Q67Lbi6isnp/D8NPNw0p2DOr5VSldru+/HHH8tVV11lbcPV1r9/fyvw++pXv2p7/l6+V/4KQN3+e/XVV1vn9OnKQKcVgU72r7/+urUdeO3atQWXdejQQT7/+c9bW43r6+sdp1BXMeq2YV2hmN/0Xt3OPHz4cDefgfEaL8FfdnWfhqO5rbq62lrFeM4555TVF6ebTdt8wwiXAxsUD0YAAQRSIEDwl4JJZogIIIAAAggggAACZgFToKGhnB+FM0zhoR+r/bKjctrue8bYPoGev6YVZ2+//XYr7DvjjDOKrsizm4k//elP8uijj1phXN++fa0VbGvWrLG2rdoV8Ajze37hhRfk/fffP+CVtbW1csIJJ/jSty1btsg999wjO3fulPHjx8vhhx9uHJ6uNly+fLm1TTnbdLXkiBEjHLc/l+tl+ob1uX6F1+X2kfsRQAABBOwFCP74MhBAAAEEEEAAAQRSLWAX/GXPx3PaBuymmIHTar9yz/bLnTSn97AVM9Wfd9mD59sqm5AHIIAAAhUVIPirKD8vRwABBBBAAAEEEKikgCnUyAZ/TqsB3fT7laZW2zMCgyi84fSuhlE9Az/rz40H18RPwGm1n5/hdfxk6DECCCAQDwGCv3jME71EAAEEEEAAAQQQCEDAKfjTLbK64i+/eQntgizqkd8vp5VZWuBDz2KjIeBFwKkaNStJvUhyLQIIIFA5AYK/ytnzZgQQQAABBBBAAIEKC5iCDQ3KdJVcOcFfsdWEQQzdaXWWn2cKBtF3nhk9AdMZl9pTVvtFb77oEQIIIGAnQPDHd4EAAggggAACCCCQWgFT8KermfSPBh/5ze3qOdPW2yADOKdVf7pSkS2/qf3UPQ/cKfQL8hv23FFuQAABBBBwFCD44wNBAAEEEEAAAQQQSK2AqRquhn4a8OkKuvzmdouj6XxA3XKrzw6qmcak79PwL+gqv0GNi+eGJ2AKrbM9oJJveHPBmxBAAIFyBQj+yhXkfgQQQAABBBBAAIHYCjitytNBrWpqLRibm9VOldjmm+2ovnvFkhbR1Yx2zcsZhbGdWDpesoDTuX760KCD65I7zo0IIIAAArYCBH98GAgggAACCCCAAAKpFQgq+KvENt/cSXTa8qvXuV21mNoPI6UDLxb68d2k9MNg2AggEGsBgr9YTx+dRwABBBBAAAEEEChHwBTQNYyqtVbM6bbZ/Ka/0wDEqVVqm29un5y2/Op1bPst58tJ3r3FQj9WiiZvzhkRAgikQ4DgLx3zzCgRQAABBBBAAAEEbARMVXA13NPgzG67bLGtjpXc5ps/xGJntRH+8c9CBdx8JxSG4VtBAAEE4ilA8BfPeaPXCCCAAAIIIIAAAj4ImCqXarin5+RpiJffxkyss1bLmVqlt/mWEv7pCsahjRkfRHlE3AScqvdmx1Is7I7bmOkvAgggkCYBgr80zTZjRQABBBBAAAEEEDhAwCn409/ZtWIVTZ2eGWQ1X9PUFiv2ofdpkEn4l65/HG6+CxUh9EvXd8FoEUAgeQIEf8mbU0aEAAIIIIAAAggg4FJg8YL1tqv6vnxhX1n64IaCpxQ758ypqEaxwNBll0u6TPv11uo22yrFuQ8kACyJN1Y36begq1Ltzq/MHwihX6ymls4igAACtgIEf3wYCCCAAAIIIIAAAqkVMBXh0O28Ggrmt2LBn2mbr6700xClks1t+Kd9JACs5EwF826v88+ZfsHMA09FAAEEwhYg+AtbnPchgAACCCCAAAIIREbAqfqu3VbfYgFe1M73s4MuVsgh9x4NAPvWV1nbgCuxTTkyH0pMO5IN+z5o3mlbqMZuWBR8ielk020EEEDAIEDwx6eBAAIIIIAAAgggkEoBp+q7WuhCK/7mNw3AtOKvqTkFiVEKznTsyx7aaLvN2TS2bAio4+iSaW9dVpPp4FjoJJUfVgUGnS1C09a6W7a37hH9qVt57YrTOHVvWGOGIi8VmD9eYPSjYgAAIABJREFUiQACCAQpQPAXpC7PRgABBBBAAAEEEIisgFPwpwHfqqbWgr47BSNOz9Otw1FrXrZ+Fuu7U5XjYvfy+/IEvIZ7dm/T+WNrb3nzwN0IIIBAVAUI/qI6M/QLAQQQQAABBBBAIFABv4M/0xbaYqsEAx2ki4e7re7q4lFcEkMBVvnFcNLoMgIIIOBBgODPAxaXIoAAAggggAACCCRHYEPzDjGd46dbWe2qnuo2Xw3y7Jo+S5+Z3+ISrOh49Y/dGJIz64xEBSjewneAAAIIpEeA4C89c81IEUAAAQQQQAABBHIENOQyneOn56TZBWBamdd0Vp/pfL9x0+tj5a4rAHX1ol3wGauB0NkCAQI/PgoEEEAgfQIEf+mbc0aMAAIIIIAAAgggIGIFW6bgb0PzTtvCCHpWn915dnE738/NB6BjUgcNQAkB3YhF85ps2HfEkBoKsURziugVAgggEKgAwV+gvDwcAQQQQAABBBBAIKoCpjP5dGuuXWEPHYdp9Z7Ts7RCcBJabhCYrRzrR2GJJNhEYQzZQForLferr5K+1p/qKHSNPiCAAAIIVFCA4K+C+LwaAQQQQAABBBBAoHICfgZ/cT/fr5xZIPwrR6/8e6moXL4hT0AAAQSSLEDwl+TZZWwIIIAAAggggAACRgFT8Pf/TusuLz2zteA+DVh0q69dM53vZ9oazLQggAACCCCAAAJhCBD8haHMOxBAAAEEEEAAAQQiJ6Dn+9mdXXfcid3k1ec+KuivbpvU4h75LYnn+0VusugQAggggAACCJQkQPBXEhs3IYAAAggggAACCMRdwLQ91xT8DRpSIw2jaguGbSoSYgoK4+5G/xFAAAEEEEAgPgIEf/GZK3qKAAIIIIAAAggg4KOAKfjTgM9uJaAW/bAr1JGGwh4+svMoBBBAAAEEEAhRgOAvRGxehQACCCCAAAIIIBAdgcUL1otdYYq/+VxX+d8XtxV01BT8mQJE3RZMVdXozDc9QQABBBBAII0CBH9pnHXGjAACCCCAAAIIICCmghwa8K1qai0Q0m2+uhowt5nO99Nrxk2vRxkBBBBAAAEEEKioAMFfRfl5OQIIIIAAAggggEClBEzBn67S29C8o6Bbdiv49Dpd8ZffnCoAV2q8vBcBBBBAAAEE0idA8Je+OWfECCCAAAIIIIAAAiK2K/40sKvJdHAd/HG+H58SAggggAACCERZgOAvyrND3xBAAAEEEEAAAQQCETBt0dXgT5vd2X92W3dN5/uZzgMMZDA8FAEEEEAAAQQQMAgQ/PFpIIAAAggggAACCKROwCn4swv9FMgu+DNtF6awR+o+KQaMAAIIIIBAJAUI/iI5LXQKAQQQQAABBBBAIEgB09l8veqq5MP1OwtebXdmn1N4OGZiXZDd59kIIIAAAggggIArAYI/V0xchAACCCCAAAIIIJAkAVPwV39MZ2l+/RNXwR+FPZL0RTAWBBBAAAEEkilA8JfMeWVUCCCAAAIIIIAAAg4Ca1e3yYolmwuuOOSIannvrcKKvlrpV7fv5jYKe/CJIYAAAggggEDUBQj+oj5D9A8BBBBAAAEEEEDAdwFTaHfo0QfL/73xccH7Bg2pkYZRtQf8vQaHGiDmNwp7+D5dPBABBBBAAAEEShQg+CsRjtsQQAABBBBAAAEE4itgCv761VfJB82FZ/zZhXkU9ojv/NNzBBBAAAEE0iJA8JeWmWacCCCAAAIIIIAAAvsFjCv+juos//dm4Rl/+cGfqbCHvsCu+i/0CCCAAAIIIIBAJQQI/iqhzjsRQAABBBBAAAEEKipg2qbbZ0CVbHy3cMWfbvPV7b7ZRmGPik4fL0cAAQQQQAABlwIEfy6huAwBBBBAAAEEEEAgOQJPPbRRNLzLbz36dJItG3cV/L0W9tACH9lGYY/kfAuMBAEEEEAAgSQLEPwleXYZGwIIIIAAAggggICtAMEfHwYCCCCAAAIIpEGA4C8Ns8wYEUAAAQQQQAABBA4QWLxgveg5fW5b/rl9puAwf2Wg2+dzHQIIIIAAAgggEIQAwV8QqjwTAQQQQAABBBBAINIC5QZ/poq+FPaI9LTTOQQQQAABBFInQPCXuilnwAgggAACCCCAAAKm4M5Opkumg4yZWLf/V6aKvvnXoYwAAggggAACCFRagOCv0jPA+xFAAAEEEEAAAQRCF7AL/g7u2l4+3ranoC/5gd7a1W2iVYHzm1b91eq/NAQQQAABBBBAICoCBH9RmQn6gQACCCCAAAIIIBCKgGnFXuea9vJJW2Hwp9V89ey+bKOibyjTxEsQQAABBBBAwAcBgj8fEHkEAggggAACCCCAQHwETMFf1cHtZefHhcFf/ko+U2EPXe2n19IQQAABBBBAAIGoCBD8RWUm6AcCCCCAAAIIIIBAKAIbmneIhnf5Tbf02lX6HdaYkaGNmf2Xm84HpKJvKNPHSxBAAAEEEEDAgwDBnwcsLkUAAQQQQAABBBCIv0A5wZ9ptaCqUNE3/t8GI0AAAQQQQCBpAgR/SZtRxoMAAggggAACCCDgKGAqztG1RwfZtmV3wb25W3ip6MvHhQACCCCAAAJxEiD4i9Ns0VcEEEAAAQQQQACBsgVMxTlqMh2krbUw+Mvdwmu6l4q+ZU8LD0AAAQQQQACBAAQI/gJA5ZEIIIAAAggggAAC0RXwGvyNmVgnev6fNir6Rnde6RkCCCCAAAIIFAoQ/PFVIIAAAggggAACCKRKwBTemRByz+4zVfSlsEeqPiEGiwACCCCAQGwECP5iM1V0FAEEEEAAAQQQQMAPgRVLNoue8+e25QZ/poq+uasC3T6X6xBAAAEEEEAAgaAFCP6CFub5CCCAAAIIIIAAApESMK3as+ukbvHVUE8bFX0jNY10BgEEEEAAAQRcCBD8uUDiEgQQQAABBBBAAIHkCPgd/OWGg8lRYiQIIIAAAgggkAQBgr8kzCJjQAABBBBAAAEEEHAt4CX461tfLXp+nzbdHqzbhPNb7jWuO8GFCCCAAAIIIIBACAIEfyEg8woEEEAAAQQQQACB6AgsXrDe2rbrpg0aUiMNo2qtS6no60aMaxBAAAEEEEAgSgIEf1GaDfqCAAIIIIAAAgggELiAqUCH3YuHNWZkaGPG+pWpKEjuNYF3nhcggAACCCCAAAIeBAj+PGBxKQIIIIAAAggggED8BUoN/kxbhHUrsG73pSGAAAIIIIAAAlETIPiL2ozQHwQQQAABBBBAAIHABEyVeTt2bCeffrqv4L26zVe3+2ozBYbjptcH1l8ejAACCCCAAAIIlCNA8FeOHvcigAACCCCAAAIIxErAFPy179BO9vx/9u4ETKrqzP/4y44sNqsgMq3iGFdQB+PStGCYUQdRIwg6xhAkhgiChMUoCYosGoga2QTkGUSNYoyOMipoEB8VRSK4tgT8B8eFTmRTllZbdvg/7zGXFNV1t6pbVXf5nufhQam7nPs5t0j65znn3Vsz+LNm89mdR0XfSA0/nUUAAQQQQCBxAgR/iRtyHhgBBBBAAAEEEEiugO2Mvwa1Zc+u/TVgrOBvU+VO0aW+6Y3gL7nvEk+OAAIIIIBAFAQI/qIwSvQRAQQQQAABBBBAIBABuwDPbsaftYzXrqJvatXfQDrIRRBAAAEEEEAAgQAFCP4CxORSCCCAAAIIIIAAAuEW+HhVtanO67W5BX9U9PUqyXEIIIAAAgggUAwBgr9iqHNPBBBAAAEEEEAAgaII+An+Upfx2lX0TS3+UZQH4qYIIIAAAggggICDAMEfrwcCCCCAAAIIIIBAYgTsluxmAvAS/Fl7ACYGkAdFAAEEEEAAgUgJEPxFarjoLAIIIIAAAggggEAuAn6CvzalDUWDPW2PTK7MeFtrKXAufeJcBBBAAAEEEEAgXwIEf/mS5boIIIAAAggggAACoRPQ/f10ua+XZhXusKsETEVfL4ocgwACCCCAAALFFCD4K6Y+90YAAQQQQAABBBAoqICf4M8q3GFXCZjgr6BDx80QQAABBBBAIAsBgr8s0DgFAQQQQAABBBBAIJoCdkU6Mj2NFfzZFQSxZgRGU4JeI4AAAggggEASBAj+kjDKPCMCCCCAAAIIIICAEfAT/FkVe+32BbSCQWgRQAABBBBAAIGwChD8hXVk6BcCCCCAAAIIIIBA4AILZq8X3bPPS7Mq9totD7aCQS/X4hgEEEAAAQQQQKAYAgR/xVDnnggggAACCCCAAAJFEbCrzpupM1bwZzdL0Pq8KA/CTRFAAAEEEEAAAQ8CBH8ekDgEAQQQQAABBBBAIB4CfoK/XoPbiRbwsDun3+jSeKDwFAgggAACCCAQWwGCv9gOLQ+GAAIIIIAAAgggkCqgS3x1qa/XpsGe3TlU9PWqyHEIILB7927ZunWrNG7cWJo2bRp7kE2bNkndunWlZcuWsX9WHhCBKAgQ/EVhlOgjAggggAACCCCAQM4CBH85E3IBBBDIQmDx4sUyYsQIadOmjcydO1eOO+64LK6Sv1O+/vprGTJkiKxYsUKmTp0qPXr0yOpm+/btk3vvvVcefPBBueSSS+SOO+6Q+vXrZ3UtTkIAgeAECP6Cs+RKCCCAAAIIIIAAAiEW8BP8WTP6Pl5VLVrcI70d17GxaHEPGgIIIOAmMGfOHBOIff/735eZM2dKSUmJ2ykF/Tyo4E87vWzZMhk+fLjs2bNHJk2aJBdffHFBn4WbIYBATQGCP94KBBBAAAEEEEAAgUQIbKrcKVqow0uzgr8PllVJxbKqGqecVl4incrD9cO7l+fiGAQQKLzAr371K3n66aeld+/eJgzLpR04cEC2bNkiunzYrdWpU0datWol+rtTCzL40/6NGzdOFi5cKNdee63ccMMNrvd3ew4+RwCB3AQI/nLz42wEEEAAAQQQQACBiAjYzd7L1P02pQ1Fq/bqbD89L70R/EVk0OkmAkUWqKqqMsto33rrLfn1r38t/fv3z6lHqSGd24WOPvpoeeihh6Rdu3ZZB39+7ufWH6fPzz77bDMbMgl7IObixLkIZCNA8JeNGucggAACCCCAAAIIRE7AT/BnLeXVGYI6UzC9aSio4SANAQSSLVCoYKxZs2Yya9YsOfHEE2XMmDGyevVqW/gdO3bIF198IR06dDD77bVt25bgL9mvKU+fcAGCv4S/ADw+AggggAACCCCQFAG7ZbuZnt+a0ffI5MqMPL0GtxNdDkxDAIFkCxQ6+OvcubMr+HPPPSc33XST6Cy66dOny65du0QLb9i16upqGTt2rLz77rsyfvx46dq1qzn0sMMOk+bNm9c4bfv27aZYyfLly+WKK64wS3vdiniknnPSSSeJ7nuoxU5oCCCQfwGCv/wbcwcEEEAAAQQQQACBEAgEGfz1G10agieiCwggEHYBDcX+8Ic/yIUXXmgKfNSrVy/vXdYlsxr4XXrppTJy5Eiz1966det831fPv+eeezKet3LlShP+bdu2TYYOHSqDBw+WWrVqZTxWQz8NFrW6cWlpqdx1111yxhln+O6PlxM05NQQ0q4vXq7BMQjETYDgL24jyvMggAACCCCAAAIIZBTwE/xpxd42pQ1kwez1Na5lFf6AGQEEEHAS2Lp1qwwaNEgqKioC2d/PuldlZaWZZXfmmWdmDNx0tp/O+tPQ7/LLL5dRo0bJpk2bbLuqBTl0afDOnTuldevWZqaftm7dusmtt95qe96zzz4rt912m6ngq8FfpkIeGzZskJtvvlk0KNRCI1OmTJGzzjor8Bfnm2++MfsZrlq1yoSV7BUYODEXjLAAwV+EB4+uI4AAAggggAACCHgXsCvUkekKuoeftkxVgK3CH97vzJEIIJBEgTfffNPMhtOquro/n5dlul6cXn75ZTPbrkmTJjWCNKuYiIaN06ZNk+7du7teMtuqvhoYzps3z8wu1PDv4osvNkFgSUmJ6GdLly6VO++8UzSozNdMP13CvGDBAuPw5ZdfmuXNFAlxHXIOSJgAwV/CBpzHRQABBBBAAAEEkipgV6jDLvjbVLlLKpZV1fjYKvyRVEeeGwEEvAnoktYHHnjALGu9//77RQt0BNE0VJs4caLMnz/fzJ6bMWPGwWuvWbNGrr/+eqlbt67MnTtXjjvuONdbZhv86YW1L3/84x/l7rvvFp11p/fTsHPFihXy5JNPmr0FNfDUAPDYY4917YvXA6xgUY0//vhjc9qpp55qAtEuXbqw1NcrJMclQoDgLxHDzEMigAACCCCAAAII+An+dA8/u6XBVuEPRBFAAAE7gY0bN8rAgQNl7dq18vOf/9wstw2y6dJdDfg+/PBDE7TpL93X7vnnnz9Y2OO+++6Txo0bH5x9p3266qqraoRiuQR/1jO99dZbcvvttx8M4fTPGzZsaAyuu+66g8uHgzDQisYTJkyQ999/31zu6KOPNkuNL7vsMjO7koYAAocKEPzxRiCAAAIIIIAAAggkQkD36/umaq+nZ9Xgz25psO7/p7P+aAgggICdwJIlS8wee40aNQp0mW/q/awlv1owZOrUqWam2y233CLPPPOMDBs2TIYMGWIO16Iaus9epqXB+nkuwd+OHTtk2bJl8sQTT8gbb7xRo3qw7ut30UUXSZ8+feSEE07IKZjTJcO6f99LL71k7qPX1n0Fe/fuHWiwyFuNQNwECP7iNqI8DwIIIIAAAggggEBGgUcmV3qSsYp32M0Q1P3/dJ8/GgIIIJBJQMOwG2+8UV5//fVAgFJDvNQLpi75Pf30000hDi3ssWXLFtHZfuecc445fPfu3ebPNQAsLy83IWFq8Qs/wZ/eUwt2aOioAdx7771nioJo0xl+F1xwgVx55ZXy9ttvmzBQj7Wafn7iiSeaoiFamOT444+X5s2buxrpvoX6PE8//bRZTqwB5oABA0y1Yv1nGgIIOAsQ/PGGIIAAAggggAACCCRCwG/wZ3e8zgakIYAAAnYCVlEPDdSCaHbBn147dclvu3btzL936tSpxp6C77zzjpkdp33SWYH9+/c/2DWn4E9Dww8++MBU5dXlvPrPGr6lNt3Xr1+/ftKjR49D9jHUWXm656DuAfjKK6+Y4hvpTcPAI488UjS41OW6umzXanrvp556yoR+eq4u4+3bt68JVXW2Hw0BBLwJEPx5c+IoBBBAAAEEEEAAgQgL6BJfXerrpelsvrKeLTIeb80G9HIdjkEAgeQJpM6ucyrqYQVxKpRrxV9rya81806X9eq+eqktdXbgUUcdJXPmzDEz7rQ5BX/bt283QZsGf1bTAK5Dhw5yySWXyOWXXy5t27Z1HWi9/2effSavvfaavPrqqzUCxGuuucZUBNZ9Cq22fv16M6tv3bp15o8uvfRSs3xaA04aAgh4FyD4827FkQgggAACCCCAAAIRFfAT/On+fZ3KSwj+IjrWdBuBYgrofnfDhw+Xb7/9VsaNG2eWvWZqQQZ/e/bskbFjx5qlsDoTTkM9rXCb3j766CNTEOTzzz83M+e0GIfuD+i21Ff3K9TquWeffbZ0795dzj33XLOnngaOkyZNklNOOcVU7dVCInbt4YcflkcffdQs89UlyRoEbt682RTo0FmB2p/27dvXOF3DP62IrPsWarCpoaMGjoMGDTLhIw0BBNwFCP7cjTgCAQQQQAABBBBAIOICfoI/rdrbprSB6B5/6U1nA+oefzQEEEAgXUD39tMZaRqIOc320/OCDP5Sgzu99hVXXGFCx/r169cYpJkzZ8r06dPNXnu619+xxx7rGvzZjfQLL7xgQk4NBPW6qfsGpp9j3Vdn7WmBDr8tUwD4gx/8wMxG1GehIYCAvQDBH28HAggggAACCCCAQOwFNlXuzBjkZXpwDf60VSyrqvGxfqazAWkIIIBAuoAWs9DATWfRTZkyxcyOs2tBBn/WfWvXri379+839584caJcdtllNW6ve+Xpclvdj09n7Wlzm/Fn9wxW8Hf++eebENG6Xqbjcw3+rGtmCgB1BuIvfvEL6dix4yFLhXlDEUDgOwGCP94EBBBAAAEEEEAAgdgLfLyqWpYv2uLpOQn+PDFxEAIIpAh8+umnpnjGJ598Ij/84Q/ljjvuyDjjzjolqOAvdfmuFsfQYEyXxer+fVoU45hjjnEdp2yDPz9hnp9jXTssYp4zfQkwAaAXOY5JogDBXxJHnWdGAAEEEEAAAQQSJuAn+Cvr2VL0eJ0lmN50ma8u96UhgAACloAW9NCZflqBNr1whp1SEMGfBna61Fb3FdSquBqu6Z9ZAaTTkt/UfmUT/OkefTfddJMsXLjQLG/WvQOdWtDBn3UvncGoAeeCBQvMHoBelh3z5iKQNAGCv6SNOM+LAAIIIIAAAggkUOCDZVUZl+5motBwr2LZVwR/CXxPeGQEshHQohpaKGPfvn2OBT1Sr51r8KfB2+zZs03o1ahRI7PUtry83NzCWvqrhTDGjx8vvXv3dnysbIK/jRs3ysCBA02l3mnTpjkua9ab5yv4Sw8A//a3vxkLp/0GsxljzkEgygIEf1EePfqOAAIIIIAAAggg4EnAT/DXa3C7jBV99Ub9Rpd6uh8HIYBAMgRWrlwpI0aMEJ155mWJr6WSS/Cnod/jjz8ukydPFq3oO3ToUNFlvrVq1TKXTy0yopVvZ82aZYp42DW/wZ/eXwNH/aWFNebOnSutW7d2HPB8B3/WzXft2mWWWFsWyXgLeUoEnAUI/nhDEEAAAQQQQAABBGIvoPv76fJdL80u+GtSUlf0MxoCCCCgAhqADRs2TF588UVfe+rpudkGf3pPXdaqM/l0aavdct7Vq1fLqFGjpE+fPjJgwADR2X92zZq9t3btWjNbTgt/2LXU+2voqM8/aNAg1xeiUMGfa0c4AIEEChD8JXDQeWQEEEAAAQQQQCBpAgR/SRtxnheBwgjoUtdf/vKXpqqsLrW1Ar3t27cH2oFmzZqZmXt6vwkTJpjQr6yszFQP1s8yNQ3mtMKv1XQm4KpVq6R9+/YH/0z3J5w/f7751bBhQ5kxY4Z06dIl4/Wqqqrk3nvvlSeffNIsa3a7f+pFCP4CfR24GAK+BAj+fHFxMAIIIIAAAggggEAUBV58bHPGPfvSn0Vn9ZX1bCF6fHrToh66/x8NAQQQSBVIXV6a7+BPwzkt3tG8eXMzO89L1V6rr1u3bjWz8yoqKjIOoAaXmfbH0wq68+bNk2effVY0/NN20UUXmQDSLnRMvwHBH98ZBIonQPBXPHvujAACCCCAAAIIIFAgAT/B33EdG2csBHJaeYl0Ki8pUI+5DQIIIJBZ4JVXXjFLi1Nn7nmxSq3Em3q8LgPu1q2bjBkzJuM1U/cxbNWqldnTsFevXo7Lhwn+vIwIxyBQGAGCv8I4cxcEEEAAAQQQQACBIgosmL1evqna69oDndXXtrQBwZ+rFAcggEAUBbZt22aKf1hNQz8N85z2ANRjFy5cKBs2bJCrr75amjRp4vvRFy9eLEuXLpWTTz5ZfvzjH/s+nxMQQCB7AYK/7O04EwEEEEAAAQQQQCAiAo9MrvTUU53tpy1TIZCyni3F+tzTxTgIAQQQQAABBBAosgDBX5EHgNsjgAACCCCAAAII5F/Aa/Cny3k3Vu7KuB+g7u+nMwJpCCCAAAIIIIBAVAQI/qIyUvQTAQQQQAABBBBAICsBXeKrS329NA3+KpZ9t3l9eus3utTLJTgGAQQQQAABBBAIjQDBX2iGgo4ggAACCCCAAAII5EPAT/B30vebyodvfV2jG1rtt9fgdvnoHtdEAAEEEEAAAQTyJkDwlzdaLowAAggggAACCCAQBoFNlTtFq/p6af/WvZm8+/J2gj8vWByDAAIIIIAAAqEXIPgL/RDRQQQQQAABBBBAAIFcBPwEf9//j2by1ks1gz/d20/3+KMhgAACCCCAAAJREiD4i9Jo0VcEEEAAAQQQQAAB3wJaoXf5oi2ezjvpzKby4ds1l/rq3n+dyks8XYODEEAAAQQQQACBsAgQ/IVlJOgHAggggAACCCCAQF4EPlhWZVuwI/2GdsU9CP7yMjRcFAEEEEAAAQTyLEDwl2dgLo8AAggggAACCCBQXAE/wd9xHRuLzhBMb2U9W4p+RkMAAQQQQAABBKIkQPAXpdGirwgggAACCCCAAAK+BbwGf1q5t3FJXdE9AdOb7u+n+/zREEAAAQQQQACBKAkQ/EVptOgrAggggAACCCCAgG8B3d8v0yy+9Atp8Kftm6q9Ne7Ra3A7sT733QFOQAABBBBAAAEEiiRA8FckeG6LAAIIIIAAAgggUBiBFx/bnHEWX/rddUZfptl+ely/0aWF6Sx3QQABBBBAAAEEAhQg+AsQk0shgAACCCCAAAIIhE/Aa/BXesJhUvnXHTUeQGf66Yw/GgIIhF/AmrFbXbVXvqnaJ/o7DYFcBHQLiDalDZj1nQsi5xZVgOCvqPzcHAEEEEAAAQQQQCDfAgtmr8+4fDf9vv/asbH8X4bCHjoTUPf4oyGAQLgENOT7ZFW1bKzcZQK+TMv0w9VjehNVAf0PQGU9W7DXa1QHMOH9JvhL+AvA4yOAAAIIIIAAAnEX8Br8/cv3Gsnf1n5bg0Or+WpVXxoCCBRfwAr7dN9Ogr7ij0eSesDs7ySNdryeleAvXuPJ0yCAAAIIIIAAAgikCTwyudKTSdvSBmbmUHo7rbxEOpWXeLoGByGAQH4EtDq3fj/t9uHMz125KgKHClDoiTciigIEf1EcNfqMAAIIIIAAAggg4FnAa/D3L8cfJn/7qOYefwR/nqk5EIHABXRW35LHNjO7L3BZLuhXgBl/fsU4PiwCBH9hGQn6gQACCCCAAAIIIBC4gIYGutTXS2t+RH3Ztnl3jUN1fz/d54+GAAKFE7CW9FYsqyrcTbkTAg4C/G8Br0dUBQj+ojpy9BsBBBBAAAEEEEDAVcBP8NeqXQP5cn3Npb78sOfKzAEIBCqg+/ctX7Qlq2vqrCxtVGHNio+TbAQ6dGxMVV/ejsgKEPzo/9H9AAAgAElEQVRFdujoOAIIIIAAAggggICbgO4H9uJjm90Oc/y83+jSnM7nZAQQ8CagQf3yRVt97eOnQZ8W4CGY8WbMUQggkDwBgr/kjTlPjAACCCCAAAIIJEYg1+CPPZ0S86rwoEUW8BP6EfYVebC4PQIIREqA4C9Sw0VnEUAAAQQQQAABBPwIeF0y2KhpHfn26301Lk3w50ebYxHITsDrknz9Ppb1bMGem9kxcxYCCCRUgOAvoQPPYyOAAAIIIIAAAkkQ+GBZlXgpDnBY4zqyo7pm8KdFPXSPPxoCCORHwGvoR3Xt/PhzVQQQiL8AwV/8x5gnRAABBBBAAAEEEivgNfjTmUQaQKQ3wobEvjo8eAEEvCzF1+/mBT86gsIKBRgPboEAAvEUIPiL57jyVAgggAACCCCAAAIipjKoLvd1ay2OqCdbN+8h+HOD4nMEAhLwEvoRvAeEzWUQQCDRAgR/iR5+Hh4BBBBAAAEEEIi3QK7BX1nPlqZiKA0BBIIT8BL66RJ7XWpPQwABBBDITYDgLzc/zkYAAQQQQAABBBAIscCLj20WDRncWuOSulKdYakv4YObHJ8j4E/Ay55+fO/8mXI0Aggg4CRA8Mf7gQACCCCAAAIIIBBbAa/BX/0GtWX3rv01HHoNbsfeYrF9O3iwYgi4fScJ/YoxKtwTAQTiLEDwF+fR5dkQQAABBBBAAIGECyyYvT5j0Q6vLP1Gl3o9lOMQQMBFgNCPVwQBBBAovADBX+HNuSMCCCCAAAIIIIBAgQQemVyZ9Z20mqjO+KMhgEDuAm77+jHTL3djroAAAghkEiD4471AAAEEEEAAAQQQiK0AwV9sh5YHi5CA275+FNGJ0GDSVQQQiJwAwV/khowOI4AAAggggAACCHgRcAsb3K6h1Xw1kKAhgEBuAk5LfLVyr872oyGAAAII5EeA4C8/rlwVAQQQQAABBBBAoMgCuQZ/p5WXSKfykiI/BbdHINoCH6+qluWLtmR8CEK/aI8tvUcAgWgIEPxFY5zoJQIIIIAAAggggIBPAbc9xazL2VX0JfjzCc7hCKQJuIXvVM3mlUEAAQTyL0Dwl39j7oAAAggggAACCCBQBAGvwV+9erVkz54DNXrIvmNFGDRuGSsBpyW+fL9iNdQ8DAIIhFiA4C/Eg0PXEEAAAQQQQAABBLIXcFpimHrVeg1qy55d+2vciCqj2dtzJgIs8eUdQAABBMIhQPAXjnGgFwgggAACCCCAAAIBC3ywrEoqllVlfdV+o0uzPpcTEUi6gFNFbZb4Jv3t4PkRQKCQAgR/hdTmXggggAACCCCAAAIFEyD4Kxg1N0LgEAGnJb7MpOVlQQABBAorQPBXWG/uhgACCCCAAAIIIFAggVyCvyYldUVnJdEQQMCfgNPemlTx9WfJ0QgggEAQAgR/QShyDQQQQAABBBBAAIHQCSxftEV0n7FsGgFFNmqcg4CI02w/lvjyhiCAAAKFFyD4K7w5d0QAAQQQQAABBBAogIBTAOF2++M6NhatOkpDAAHvAk6zbE8rL5FO5SXeL8aRCCCAAAKBCBD8BcLIRRBAAAEEEEAAAQTCJpBL8EdIEbbRpD9hF/imaq8smL0+YzdZOh/20aN/CCAQZwGCvziPLs+GAAIIIIAAAggkWEBDCA0jsmkEf9mocU6SBSjokeTR59kRQCDMAgR/YR4d+oYAAggggAACCCCQtcAjkyuzPleX+epyXxoCCLgLUNDD3YgjEEAAgWIJEPwVS577IoAAAggggAACCORVIJfg78IfHSFa4IOGAALuAhT0cDfiCAQQQKBYAgR/xZLnvggggAACCCCAAAJ5E3Dab8zLTfuNLvVyGMcgkHgBrZytFbQzNZbM11TZvHmzNG3aVA477LDYvjubNm2SunXrSsuWFEiK7SDzYJESIPiL1HDRWQQQQAABBBBAAAEvAgR/XpQ4BoHcBez20qSgR03bHTt2yI033ihvvfWW9O/fX0aOHJn7AARwha+//lqGDBkiK1askKlTp0qPHj2yuuq+ffvk3nvvlQcffFAuueQSueOOO6R+/fpZXYuTEEAgOAGCv+AsuRICCCCAAAIIIIBASASc9hxz6yKBhZsQnyPwncAHy6qkYllVRg6Wy9dkefnll2XEiBFSr149E7CVl5eH4lUKKvjTh1m2bJkMHz5c9uzZI5MmTZKLL744FM9IJxBIsgDBX5JHn2dHAAEEEEAAAQRiKpBL8Kd7+2loQUMAAWcBu300+Q7VdNMg7Oabb5bnn39ezjvvPJkxY0ZWy30PHDggW7Zskd27d7u+nnXq1JFWrVqJ/u7Uggz+tH/jxo2ThQsXyrXXXis33HCD6/1dH4QDEEAgJwGCv5z4OBkBBBBAAAEEEEAgjAJO+4659Ver+WpVXxoCCNgL6L5++j3L1JjtV1PlnXfeMSHYt99+a5bDXnDBBVm9XqkhndsFjj76aHnooYekXbt2WQd/fu7n1h+nz88++2yZOXOm2f+QhgACwQoQ/AXrydUQQAABBBBAAAEEQiDgtATRrXsUJHAT4vOkCzjtoZm04Hz9+vVmZtu6devy+lo0a9ZMZs2aJSeeeKKMGTNGVq9ebXs/3Uvwiy++kA4dOpj99tq2bUvwl9fR4eIIhFuA4C/c40PvEEAAAQQQQAABBLIQIPjLAo1TEPAo8OJjm0WX02dqvQa3E90nMymt0MFf586dXWmfe+45uemmm0Rn0U2fPl127dolWnjDrlVXV8vYsWPl3XfflfHjx0vXrl3NoVp5uHnz5jVO2759u9mrcPny5XLFFVeYpb1uRTxSzznppJNkzpw50qZNG9dn4QAEEMhdgOAvd0OugAACCCCAAAIIIBAyAadliG5d1WW+OmuJhgACNQWc9s9M2mw/L++H7u2nodrTTz8t3bt3N8t8NVDLZ9Mlsxr4XXrppaZycLYzEvX8e+65J2NXV65cacK/bdu2ydChQ2Xw4MFSq1atjMdq6KcGixcvltLSUrnrrrvkjDPOcCXQsFJ/uYWKrhfiAAQSLkDwl/AXgMdHAAEEEEAAAQTiKJBL8Mf+ZNm/EQcOZH9uoc+0ySgK3Y3I3c9ptl+/0aWRe558dzgflXwrKyvNLLszzzwzY+Cms/101p+GfpdffrmMGjVKNm3aZPuoWpBDlwbv3LlTWrdufTCY7Natm9x666225z377LNy2223mQq+GvxlKuSxYcMGU9REg0ItNDJlyhQ566yzPLHrbMphw4bJVVddJT/84Q8JAD2pcRACNQUI/ngrEEAAAQQQQAABBGIn4BROuD1s0pYqunmkfq7FHKwlnpsqd4nu9Rb1pstSG/9jaWrb0gbSprSB+fckLVf1OoZORXOYKVtTUWe63XjjjSb06t27t0yYMEHq1avnldv2OCtMbNKkSY0graqqSoYMGSIVFRUybdo0M8vQrWVb1VcDw3nz5pnZhRr+XXzxxSYILCkpEf1s6dKlcuedd4oGlX5m+ln9TV1Gfdxxx5kAUcNIu5mFbs/J5wgkVYDgL6kjz3MjgAACCCCAAAIxFsgl+GPW0j9fDCvoi0vI5+eVb1PaUKwgUP+ZJrJg9vqMYa+GpBqY0w4VuP/++00opsU1dE+7448/PhAiDdUmTpwo8+fPN7PnZsyYIVr8Q9uaNWvk+uuvl7p168rcuXNFAzO3lm3wp9fVvvzxj3+Uu+++W7755htzP136u2LFCnnyySfNUl3dl1ADwGOPPdatK4d8rufqrMLZs2cfLJ5y+umnm2XDp5xyiq9rcTACSRYg+Evy6PPsCCCAAAIIIIBATAXsAgq3xyXAEDOj77vALx4z+tzG3MvnVgjYoWPjxM4EdCqYw/L4mm+RVt3Vpa+6hFaXqw4aNMjLq+b5GF26qwHfhx9+aII2/aUz4Z5//vmDhT3uu+8+ady48cHZdxs3bjTLZtNnzOUS/Fkdfuutt+T222+Xjz/++OAzNGzYUAYOHCjXXXddTvsaapVi3SNRqxp/+eWXUqdOHfnBD34gt9xyi5lJSEMAAWcBgj/eEAQQQAABBBBAAIHYCTwyuTKrZ0py8KeBX8Wyr2yrtWYFGsOTtIBFp/KSxAWAdt8pDUU1+KP9U0CDtOHDh8uyZcvkqKOOkgEDBsjhhx+eFdGRRx5puyde+v6BXbp0MWHYM888Y8JGXfKrTYtq6DLZTEuD9fNcgj8N5fQ5n3jiCXnjjTdqVA/Wff0uuugi6dOnj5xwwgkmtMu26TJmXVr86KOPmtmFGiz26tXLFBnR5cU0BBDILEDwx5uBAAIIIIAAAgggEDuBbIO/JFYl1X36li/aSuDn81uQpADQqVgOs/0OfXF06asuTdXZdrpUNdfmVFk3dcmvLoHVQhxa2GPLli3m/uecc465/e7du82fawBYXl4uU6dOlaZNmx7smp/gT++pBTs0dHzppZfkvffeM0VBtGkQd8EFF8iVV14pb7/9tgkD9Vir6ecnnnii2adPC5Po0ufmzZv7JtJZf7q82VpKrKGfVi7WgDXfFZN9d5YTEAiBAMFfCAaBLiCAAAIIIIAAAggEJ6BBli71zaadVl5iZnMlpTkt3/RrELViGEEVJol7UQudCap7ZmZqSQzK3b4X1iw8KwzTWXYtWrRwO63G5xrGbdu2TZyCPz0pdclvu3btzL936tRJdH9Ba98/Pe6dd94xS4/1ujorsH///gfv6RT8aWj4wQcfmAIlupxX/1ln26U23devX79+0qNHj0PuqcGn7jmoewC+8sorZpluetMwUGc1anCplYGPPvpoz1ZaNOS3v/2tubbeS8/VJc9qRgEQz4wcmAABgr8EDDKPiAACCCCAAAIIJEmA4M99tLOd5adBj1XooklJnYPVcKMW+llC6lD9j8rE31TtM/+s+xv6DQXVpKxni1gu/3UqlEMF7EO/a5999pkJnj766KODH7gFd3bf1pkzZ5rCIF7OTw8bdVmv7quX2lJnB+ry49RiI07BX2plYut6uly3Q4cOcskll8jll19uipe4Nb2/+rz22mvy6quv1ggQr7nmGlMR2G9g9//+3/+T3/zmN6aYiLaysjIz21H3NqQhgMB3AgR/vAkIIIAAAggggAACsRJwmqHk9qBxn72lz+/Xxwr72pQ2iGWwlemdUCMNAjUE1DDQSxCo4aeGf3GqAKzPr8t8M7WkzY51+7tDAzLda2758uVmCavO9NNlsF6Cu0zX9hP87dmzx1S61QIYuqeehnqnnnpqjctqIKkFQT7//HPp27evKcZRr1491z3+lixZInfddZecffbZ0r17dzn33HPNkloNHCdNmmQq7GrVXqew7eGHHzZ78+kyX12SrEHg5s2b5f333zezArU/7du3d2M2n+u5q1atkmnTpsmf//xnM9vPWu77k5/8xNjTEEDgnwIEf7wNCCCAAAIIIIAAArEScAor3B407vuV+Vnam4QQ1O19sD7X8MtrleM4uTntldlvNNVUrfdDl75qiLZw4UKz1FX3n9P97Z577rmCBH+pM/a0T1dccYWMGzdO6tevX+MVtwJF3WtP9/o79thjXYM/u+/JCy+8YIqYaCCo103dNzD9HD9Bpt39NPDT5cZTpkyRiooKE/hp0Kn7+1199dUEfl7/QuO4xAkQ/CVuyHlgBBBAAAEEEEAg3gK5BH9xXrrotGQz9Y1gJlfm74fO+tPg1EsAGAdDCnp4+3tS98DTkO2pp54yFWt1qa/uVffLX/6yYMGfhozah9q1a8v+/fvNLL6JEyfKZZddVuMhdJ89XW6r+/FZhTD8FPdIvaAV/J1//vkmRHQqrJFL8KcB3+uvv24C1b/85S+mCwR+3t5PjkJABQj+eA8QQAABBBBAAAEEYiXgZ1Zb+oPHdRaTl9AvSVVqc3nhdRmwhsv6y6lFOfxzWg6uS5l1ZiztOwFdVqtLTrVp4KcFNDQA1Cq6hZjxl7p8V++/fv16eeaZZ8xyY93r7phjjnEdqmyDPz9hnp9jrQ5r4PenP/3JFCpZu3YtgZ/rSHIAApkFCP54MxBAAAEEEEAAAQRiJZBt8Kd7tOmMv7g1p5lb1rPGfYlzPsbUy3sW1fDPKSjmXTn0bdIZf3fffbfs2LHD7LNnLa8tRPCngZ0utV22bJmpiqvhmv6Zho+ffPKJ45Lf1KfIJvjTZbf6jLq8eeTIkWbvQKeWTfCnIaYu4123bp2Z4TdgwADRIiBOMwvz8V3nmghEXYDgL+ojSP8RQAABBBBAAAEEDhHwEnRlIotj8OcWTsWxIEUhvw4660+NnYp/RG3PP6d3JqpBZr7fCQ3BdImtzvSzWr6DP73n7Nmzzay+Ro0amaW25eXl5vbW0l/tz/jx46V3796OBNkEfxs3bpSBAweaSr0641GLfuQj+Bs2bJj06tXLPAOBX77fZK4fVwGCv7iOLM+FAAIIIIAAAggkVMDLstZMNHFbwuhWvTduz1us112dly/a6hj+RWXvSA0wF8xen5EyjsF4Pt+ZfAZ/Gvo9/vjjMnnyZNGKvta+grVq1TKPpLMPdRaeVt3t0KGDzJo1yxTxsGt+gz+9vwaO+kuLhMydO1dat24dePCXKVDN55hxbQTiKkDwF9eR5bkQQAABBBBAAIGECmQb/MVpNpNTgKOvBaFfsF8O9V7y2Gbb8E9Dswt+dITo72FuLPENbnSs4K9JkybSokUL3xfWMG7btm01qgJrGLZgwQIzk2/nzp22y3lXr14to0aNkj59+pglsqmzEdM7Y83e0330dOagFv6wa6n319BRZ+QNGjTI9fmyWerrelEOQAABTwIEf56YOAgBBBBAAAEEEEAgKgI6Y8lp6aXdc8Qp+HMKcJi5lZ832S38C/v75bTEl6DY/ztjBX/+zzz0jEsvvVTuueeeg3+o1YMnTJhgQr+ysjKZMmWKNGvWLONtNJjTCr9W05mAq1atkvbt2x/8M92jcP78+eZXw4YNTeXcLl26ZLxeVVWV3HvvvfLkk0+KFt5wu3/qRQj+cn0TOB+B7AUI/rK340wEEEAAAQQQQACBEAo8Mrkyq15FbS82u4d0CnCiMvMsqwEMwUlue/6Fdcmv27LwsPY7BENu2wUr+Lvoootk9OjRvruqQZwuoU0P/nQmnxbvaN68uZmd56Vqr3XzrVu3mtl5FRUVGfujewTqNZs2bXrI51pkY968efLss8+Khn/a9Lk0gLQLHdNvQPDn+xXgBAQCEyD4C4ySCyGAAAIIIIAAAgiEQSDb4C8O1UrdlvjG4RnD8I459SGKM+dY4hv8W5XPPf5eeeUVOf744w+ZueflCVIr8aYer8uAu3XrJmPGjMl4zZUrV8qIESPkyy+/NNV19Z+14IbT8mGCPy8jwjEIFEaA4K8wztwFAQQQQAABBBBAoAACbsGXUxfiMKvJKXSKy4zGArxGOd8iSpVxnUI/lvhm/yo8+uijsmbNGjn55JPlxz/+se8LLV68WJYuXZr1+XY31H0Ddcmv1TS80zDPLcRbuHChbNiwQa6++mrRfQv9tnw9j99+cDwCSRQg+EviqPPMCCCAAAIIIIBATAVyCf76jS6NtAoVWcM1fHZ7TYZpubVTQKmaUf9OhOuNoDcIIIBAcQQI/orjzl0RQAABBBBAAAEE8iDgtleZ3S3jUPDCKcSJw2xGp9dFZzBt2rTJ135neXj9Drlk2Gdfun1XWBae7zeE6yOAAAKFESD4K4wzd0EAAQQQQAABBBAogIBbmBHn4M9ub8PjOjYWXeYbpvb111/LkCFDZMWKFaaYQI8ePbLu3quvvmr2Jjv88MNl1qxZcuyxx2Z9raBPtJv1V+wltG4zY8P4zgQ9NlwPAQQQSIoAwV9SRprnRAABBBBAAAEEEiCgVVWXL9ri+0mLHcT47nDaCVGb7Rdk8KcFBzREfP/996Vv375y++23S7169XIlDeR8pyC6WLMw3UK/qH8XAhk4LoIAAgjESIDgL0aDyaMggAACCCCAAAJJF3Dbs8zOJ+oznOwKNJxWXiKdyktyfi22bt0qO3fudL2O10IBQQZ/2qklS5aIVlEtKyuTcePGSZs2bVz7WqgD7Gb9BTU2fp7DbUZsHJa8+/HgWAQQQCAJAgR/SRhlnhEBBBBAAAEEEEiIQLbBXzFCmKCGxGkGV1CzyoYPHy4vvPCCa5ePPvpoeeihh6Rdu3aOx7oFfzNnzpTp06e73i+XA5o1a2aWBnfu3DmXy7ieazcLtdAhm1vopw/Cvn6uw8kBCCCAQOQECP4iN2R0GAEEEEAAAQQQQMBOQJf5atDit0U5+LMLO4MMlnQW3RtvvGHLqsU1vvjiC+nQoYM8+OCD0rZtW4K/FAG7WX9BBbNu7zuhn5sQnyOAAALxFSD4i+/Y8mQIIIAAAggggEDiBOyWvLpBRHmmk13wV8gw87nnnjNLbc8++2wzU2/Xrl2yb98+W/bq6moZO3asvPvuuzJ+/Hjp2rWrOfawww6T5s2b1zjvwIEDMnv2bLnvvvtMuKi/H3PMMY7DmnqO7vk3ZcoU6d69u9urkJfP7d5LLbqiy8zz2bzMgo3y+59PO66NAAIIxEGA4C8Oo8gzIIAAAggggAACCBiBJAZ/dtV8CxnmWEtzL730Uhk5cqRce+21sm7dOt9vpZ5/zz33ZDxv+/btMmLECFm+fLnZy0+DPF2um6lp6Ddv3ryDy4WHDRsmP/3pT6VWrVq++xTECXbhWz73ltQl4Ese2yz6u1Mr5HsShCXXQAABBBDwJ0Dw58+LoxFAAAEEEEAAAQRCLGC3pNKty/1Gl7odEsrP7fb3C3KZrz74+vXr5dZbb5UzzzxTBg8eXCNA09l+OutPQ7/LL79cRo0aJZs2bbI102BOlwZrwZDWrVubmX7aunXrZu5j1z777DMZOnSofPTRR3LuuefK7373O2nZsuUhh+/evVtmzJghDzzwgPlzPT5Tnws5oE5LbYN+9/Sd+GRVtVQsq3J9REI/VyIOQAABBCIvQPAX+SHkARBAAAEEEEAAAQQsAbvZb25CQYcvbvcL6nO7QKlNaUNTqCGopvv73XDDDdKkSRMz0+6ss846eOmqqioZMmSIVFRUyLRp0zwtp3Ur7uHU7/fee09uvvlmqayslO9973ty5513SqdOncwp+meTJk2Sl19+WRo2bCjFnumX+hx2ofSVw9tLg4a1cx4qP4GfBsNlPVuIvic0BBBAAIF4CxD8xXt8eToEEEAAAQQQQCBRAtkEf0HPjiskuF3F2KCXkOoMvYkTJ8r8+fNN6Kcz6qxltmvWrJHrr79e6tatK3PnzpXjjjvOlSCX4E8vrve85ZZbZO3atSaMHDBggJn5p3v/ffnll9KqVSszc/A///M/i7a8Nx3BLvi7/Pp20rR5XVezTAdYYZ/+7rWoDaFfVtSchAACCERWgOAvskNHxxFAAAEEEEAAAQRSBeyWvbopBT07zu1+QX5eyMIeunRXA74PP/zQLJ/VX7pn3vPPP3+wsIcGb40bNxYNCpcuXSobN26Uq666qkb4lmvwp4ZbtmwxhUFeeumlQwqJaAGPX/3qV1JaGq7l23b7T/bo31ZaHVnf9bXQ97u6aq98U7XP/K7Ny3Le1AtH+V13BeIABBBAAIGMAgR/vBgIIIAAAggggAACsRDINvgLenZcLpg6a0uX72rbVLnL9VK7duyXPbv31zguXxV9dQmtFtjQKrlTp06VLl26mJl3zzzzjFlWq0t+tS1evNgsx820NFg/zyX402rBf/3rX+V//ud/ZOHChaJLjVObLvE955xzpE+fPlJeXn5w/0BXzDwfsHzRFptZebXEqeTIgQD6pTVN6jWoJbVrF6e4SQCPwCUQKKpA6/YN5N/ObyaHt8hudm5RO8/NEy9A8Jf4VwAABBBAAAEEEEAgHgJOBRScnjBfIZlXVQ37UgM/r+c5HVfWs6VooBl0S13ye/rpp5vltFrYQ2ff6Ww/Ddy0aYEN/XMNADV805CwadOmB7vjN/jT499880158cUXTVVfXc6rrU6dOtKxY0f5yU9+Yv7997//vaxatergDED9/F/+5V9MFWDtmx7bpk0bc16hm33wV+iecD8EEMhGoPVRDeQ/+7XJ5lTOQaCoAgR/ReXn5ggggAACCCCAAAJBCdjtd+d2/WIFfxpULl+0VXSmYtAtn9VaU5f8tmvXzlTv1eIa999//8F9//R53nnnHVMQREM7nRXYv39/T8GfhotavVeDvrfffttcZ8OGDYcQlZSUyGWXXSbXXHONHHPMMYcsJdblxf/7v/9rZgN+8sknhywDtsLCI444Qo499ljp16+fp2IkQYxPtu9nEPfmGgggEIxA32FHScNGhf8PB8H0nqskVYDgL6kjz3MjgAACCCCAAAIxE8g2WMlnSJaJWIM+DfysJb35GIZ8P5O15Hfnzu+WJeuy3uuuu+6QR0mdHXjUUUfJnDlz5PjjjzfHOM340/N09qD+Sm1asOMHP/iB2TPw5JNP9jRrb/v27fLnP//ZVPl96623DgkQTzrpJNMnnQFYiGa3H2Mh7s09EEAgGIG+w9pLw0a5V+EOpjdcBQFvAgR/3pw4CgEEEEAAAQQQQCDkAtkGK/kOyVLZsl2O7Jc+X0t9rX7s2bNHxo4dK08//bSpoKsB2qmnnlqjmx999JEpCPL5559L37595fbbbzf7A7ot9dVZe7pn4OGHHy4XXnihdO3aVdq2bWtmF44aNUqqq6tlwoQJZumuXdMlv9pHLTbyu9/9zgR8el8tTqIzCTX40yCxUC3b97NQ/eM+CCDgLFDSqp5c9rMjYUIgcgIEf5EbMjqMAAIIIIAAAgggkEkg22Cl3+jCVH8tVOinNvkO/lKDO73fFVdcIePGjZP69WtWp505c6ZMnz5dTjzxRLPXny6xdQv+7N7w9evXy7XXXmsKesyaNUs6d+5s+2WwlhrrsuCHHnpIdFlyMRt7/BVTn3sjkJtAizb15cx/by5tShvkdiHORvSNBR4AACAASURBVKAIAgR/RUDnlggggAACCCCAAALBC2QbrBQi+PMa+jUpqSudyksMjv6Aqf/u1OyeOd+Vip944gkT9NWuXVv2799vZvFNnDjR7LuX3rQQx2uvvSY9evQ4WGE31+Bvx44dZpahLvm1a2EL/l58bHPG5d3/cfUR0vpI+zCh+qvv9oCsrtor1V/tF/13/fVN1T7Z/Pfvllp7aU0OryvHntJYTj33cC+HcwwCCPxD4IAckHr1Wd7LCxFdAYK/6I4dPUcAAQQQQAABBBBIEbALVpyQNFjrNTi/M8G8hH5tShvKaeWHi/7up9nta5jP4C91+e7gwYNFZ+E988wzZv8+3ZdPi224tWyDPz9hnp9j3fobxOd27+fl17eTps2dA167++t+kZ+sqpaNlbs87xmp7/wFPzrCNVQO4pm5BgIIIIBA8QUI/oo/BvQAAQQQQAABBBBAIACBbII/Ddp0j798NQ1mFsxe73j5XKoK24WK+XouDeyGDx8uy5Ytk9NPP110Ga/+mVbv1Qq6Tkt+UxGyDf6ee+45uemmm6SsrMyEjLp/n10LW/D3yOTKjF0NasapFQJWLKtyfZ0J/1yJOAABBBCIjQDBX2yGkgdBAAEEEEAAAQSSLaABm4Yfflo+Z8a5hX4avpT1bOF7ll/q8zndQ2cyui0V9mOl1XZnz55tArdGjRqZ/frKy8vNJaylv3Xq1JHx48dL7969HS+dTfCn99flxY8//rhcffXV5p+dWpiCP7txyseMU69Vown//Lz9HIsAAghEV4DgL7pjR88RQAABBBBAAAEEUgTsZlQ5IeUy284N32kGYhChn3V/u8AzyGrFGrpp4DZ58mTRir5Dhw4VXeZbq1Yt0w3dc2/kyJHy8ssvS4cOHUzhDS3iYdeyCf5WrlwpN954o3z77bcybdo06d69e2SCP7vCM/mamakwugxc7+sUhgf5Hrp9H/gcAQQQQKA4AgR/xXHnrggggAACCCCAAAIBC4Qp+HOqMBx02GJX4CPIUPNPf/qT3HLLLbJz507b5byrV6+WUaNGSZ8+fWTAgAGis//s2saNG2XgwIGydu1aM3NQC384Nd1XcMSIEaK/6yxDPadp06aRCf7sQuAgxygThpflv0G/jwF/rbkcAggggECOAgR/OQJyOgIIIIAAAggggEDxBdyW1dr1MMhZcdY93PoS9D3tCnwEOZvswgsvlHXr1pm99aZMmSLNmjXLSKqzAbXCr9V0JuCqVaukffv2B/9s9+7dMn/+fPOrYcOGMmPGDOnSpUvG6+3bt08WLFhg7qnVgVu1amX++ayzznJ96cKy1NfpfQj6XbBDcQqi9RzCP9fXiQMQQACByAoQ/EV26Og4AggggAACCCCAgNewrZDBn9MS37KeLUX3FQyyFWKfP53Ft3fvXjPTzkvVXuv5tm7dKoMGDZKKioqMj2w3e08DQ60U/Pvf/14+/vhjc25paancddddcsYZZ3jiC0vwZ1eAJR/7+znB2AXE1jns+efpteIgBBBAIHICBH+RGzI6jAACCCCAAAIIIJAuYBeuuEkFVVHVuo/TzKp8FhKx2+cvqKWky5cvN8Fb6sw9N1v9XPcG1Cq8CxcuPORwXQbcrVs3GTNmTMZrbt++3Szt1fvqsX379jV7CJaUlHi5rTkmLMFfIZZie0XxEv5pURgaAggggEB8BAj+4jOWPAkCCCCAAAIIIJBYAbdAww4myODPaeZdvmd3OQWOQVf39fuSbdu2zRT/sJoGebpk12kPQD1WZ/ppteCrrrrKFAzx2z799FMzY7BBgwZy/fXXS/Pmzf1eIufjw7DMN/0h3Jai5zOgzhmUCyCAAAII+BYg+PNNxgkIIIAAAggggAACYRNw28MsU3+DDuPsZnbpvQuxl1u+Z/2Fbcyj0B+7Zd9Bv3t+LdzCv6BmivrtF8cjgAACCAQvQPAXvClXRAABBBBAAAEEECiwQDbBX5DFL5yClELNoArzrL8Cvw6huJ3T8vMwBGtOs2Qp9hGKV4hOIIAAAoEIEPwFwshFEEAAAQQQQAABBIop4DTbzq5fQQZyYZjZpeHjksc2i/6e3sIQNBXz/SjGve1mYBZ7tl+qhVNYHKZ+FmP8uCcCCCAQFwGCv7iMJM+BAAIIIIAAAggkWMCpkq4dS1BhmNNsv6Du4XVoi73c2Gs/436cU6BW6HfCyVrf3eWLtorOTszUggzH4z7mPB8CCCAQVgGCv7CODP1CAAEEEEAAAQQQ8CxQzOAvDLP9LCinWX96TLELfXge0Agf6LTEN4yz6NzemULsTxnh4abrCCCAQOgFCP5CP0R0EAEEEEAAAQQQQMBNwG5ZpdN5QQQaYZrtZz2r2/LNC350hGgARQtewK1oRhDvXPC9FjPjTwPsTC2MYWU+DLgmAgggEFcBgr+4jizPhQACCCCAAAIIJEjgkcmVvp82iBDGbmltscMSpyBUi5qU9WxB+Of7jXE+wW3mXJDFZALuurmcU2DMkt98iHNNBBBAoDACBH+FceYuCCCAAAIIIIAAAnkUyCb46ze6NKcehXG2n/VAbiGU7jPXoWNjwr+c3oBDT3Zabl7sINjLY7q9M0EE5V76wTEIIIAAAsEKEPwF68nVEEAAAQQQQAABBAos4La8MlN3gghi7GZIBXHtIAidZnDp9XUWV6fyEsK/HLHdCmTo5aMSmjl9l8LyXuc4XJyOAAIIJE6A4C9xQ84DI4AAAggggAAC8RIoRvAX5tl+qaPrFv6x7De374LT3njWlct6tjQha1RaVCoSR8WTfiKAAALFFiD4K/YIcH8EEEAAAQQQQACBnAS8hC/pN8h1v7Wwz/ZLfV67fQitY3QmFwU//L+CXt67KO6N57Tkl3fF/3vCGQgggECxBQj+ij0C3B8BBBBAAAEEEEAgJ4GPV1WLhlt+Wq6BjN2egrp3ni6fDVvzUvVYZ6a1KW3A0l8Pg+c2k1IvkWu47KEbeTvEKdTM9buTt05zYQQQQACBjAIEf7wYCCCAAAIIIIAAApEW8BLCpD9gLgGdUyjSa3C70AZnTsUnLB+d0aXBZZSWphby5fUaMkc59LM8nd6XqOxZWMh3g3shgAACYRUg+AvryNAvBBBAAAEEEEAAAU8C2QR/uey7Zrd0NgrFD9yW/VrgGlydVn64mbVGE9HAT98zXQbr1nIJld2uXcjPKfRRSG3uhQACCORPgOAvf7ZcGQEEEEAAAQQQQKAAAl7DrNSuZDtjySkMySVMLADTwVtogKVBlpcQS4O/tqUNzBLgpIWAaqSzOzdV7vJkpcDZvleFHH8/93Ka4RiXgNOPB8cigAACURQg+IviqNFnBBBAAAEEEEAAgYMCXpawpnNluyQ3SkU9nF4RDbSWL9rqOdDSa+mMxsYldc1MQG36z9afR/111BC0umqvfFO1z4R9Gnj5aXGdIaku+p6oSXqj0IefN4RjEUAAgeIJEPwVz547I4AAAggggAACCAQgkE3w1290aVZ3tiuSEcXZTxrqWLP/ssJIOckKBXO9TiHP/y7oc1+669anuBe7oNCH2xvA5wgggEC4BQj+wj0+9A4BBBBAAAEEEEDARcBLxdrUS2S7F5/TMt9sZxCGYXCzmf0Xhn4Xuw9xneWXydUuXNfvUlnPFolbBl7sd8/P/bds2SJvvvmmOeWcc86Rli1b+jk9Esdu2rRJ6tatG8tni8QA0MnQCxD8hX6I6CACCCCAAAIIIICAk8Ajkyt9AWUb/MVlma8dlp8CFr7AY3ZwkgI/a+icQu84VDCO2St6yOO88847csMNN5g/mzVrlnTu3Lnoj/v111/LkCFDZMWKFTJ16lTp0aNHVn3at2+f3HvvvfLggw/KJZdcInfccYfUr18/q2txEgJxFiD4i/Po8mwIIIAAAggggEACBPwGf9kuzYzTMl+n10JnAFYs++ofe97lvhQ2Lq+gvjf6K2lFTqzxcyqiE7eiJtm8s6lhVjbn251z9tlny8yZM6Vp06ZZXTbOwZ+CLFu2TIYPHy579uyRSZMmycUXX5yVk9NJzz//vPz973+Xa6+9lmAxcF0uWAgBgr9CKHMPBBBAAAEEEEAAgbwIOM1EsrthNvvxxXWZr9Og6DN/sqpaNlbuSmwIaAV9+nvSm9N3INtZtHEyTQ3+WrduLYcddlhOj7djxw754osvpNjB34EDB0SXC+/evdv1eerUqSOtWrUS/d2pBTXjT++h/Rs3bpwsXLjQBHM6u9Ht/q4PknKALiO+/vrr5dNPP5UpU6ZI9+7d/ZzOsQiEQoDgLxTDQCcQQAABBBBAAAEEshEoVPAX92W+Xux1JuCmyl0Hg0A9J4jiGF7uXYhjdCZfk5I6ZkZfm9IGpoox7VABXQ6uM/8ytbKeLc2MyKS2IMMsNXzhhRfMTLZiB39+ZjIeffTR8tBDD0m7du2yDv783C+Xd82r68MPPyy//e1vRZcVez0nl35xLgL5ECD4y4cq10QAAQQQQAABBBAoiIBTxVG7DmSzLDEpy3z9Dlpq8KdVcqPSGqeFeoR83kZOx3v5oq2i37v0lvRZf3EN/qqrq2XMmDGyevVq25fEmp3YoUMHs99e27ZtYxH8WbP91q5dK7Vr15b9+/eb2YVXXnmlty8MRyEQEgGCv5AMBN1AAAEEEEAAAQQQ8C/gNAMpqODPaVZhv9Gl/jvNGQhEWMDpO5ft/pkR5jjY9UIHfytXrpQNGza40unedA888IA57rrrrpP27du7ntO8eXM599xzpV69eq7H6gHPPfec3HTTTWZG3PTp02XXrl1mhpxd0zBx7Nix8u6778r48eOla9eu5lBdHq33Tm/bt2+XESNGyPLly+WKK64w4ZtbEY/Uc0466SSZM2eOtGnTxtPzWAdZs/3KysrkoosukgkTJshxxx2X1bV83ZiDEQhYgOAvYFAuhwACCCCAAAIIIFA4AbsluE498BvWscy3cOPJnaIh8OJjm21n/V3woyMSuUw6NfgrLy/3HTKlj7zONtPCFXbLSzVo08AtH83vklYtPqKB36WXXiojR440e+2tW7fOd9f0/HvuuSfjeRp0avi3bds2GTp0qAwePFhq1aqV8VgN/TRYXLx4sZSWlspdd90lZ5xxhq/+bNy4UQYOHCifffaZqRysY3rjjTea8PGWW26R/v37+7oeByNQTAGCv2Lqc28EEEAAAQQQQACBnAT8Bn/ZLEe0CzmyKRKS08NyMgIhEXCaBZvUWX/52pvOLfjr1KmTHH/88bZvhoZgr7/+uvn8vPPOk2bNmtke+9FHH8kHH3xQI2ysrKw0s+zOPPPMjIGbFUJq6Hf55ZfLqFGjRINLu6YFObRwyc6dOyW1EEq3bt3k1ltvtT3v2Wefldtuu81U8NXgL1MhD50FefPNN4sGhVpoRAtynHXWWb6/OTpLUgNDNZsxY4aZjfjyyy+b8FFnTc6aNUt0T0MaAlEQIPiLwijRRwQQQAABBBBAAIGMAlpoQJceem1+g78kVvP1aslxyRaw++7pd6ysZwtTJCVJLTX4S12+amegoZfOXmvYsGHG5a2vvfaa3H777a4z/oYNGyZDhgyxpX7nnXdMQKZNw6rOnTvbHmvN3EsPG63Aq0mTJjWCtKqqKnP/iooKmTZtmqeqt9kui9bAcN68eWZ2oYZ/F198sQkCS0pKTHXfpUuXyp133ikaVGY7009x0mf7XXDBBcZMKxtryKkzCX/2s5+Zf7abdZikd59nDb8AwV/4x4geIoAAAggggAACCNgI2M3GswPTMEKLe3htLPP1KsVxSRNwCsX9fs/iYOc3zLKq9totb33vvffkySefNLPLBgwYYGacpTZrll0hgj8N1SZOnCjz5883s+d0Bpw1c3DNmjVy/fXXS926dWXu3LlmDzy35tcq9Xralz/+8Y9y9913yzfffGPup0t/V6xYYbx0b0ENNzUAPPbYY926kvHzTLP9rAN1+bVWW27cuLEJUk855ZSs7sFJCBRSgOCvkNrcCwEEEEAAAQQQQCBQAbtqu3Y38bsM0S74Y5lvoMPIxSIq4LTUPpvq2RFlMN32G2a5BX9uFoUM/rQvVoXbDz/80ARt+ktnuz3//PMHC3vcd999JhCzZt/pzLmrrrqqxqw4v1aZLN566y0zI/Ljjz8++LHOntR9+bSISXpQ6uZpfZ462+83v/mN2bcwtelMQ90/8Omnn5bevXubgh9ei6B47QPHIRC0AMFf0KJcDwEEEEAAAQQQQKBgAo9MrvR1L7+Bnd31kxZq+ELm4MQI6Ky/JY9tFv09vfldVh91tNQwS4tbnHzyyY6PpDPlHnroITODrk+fPq6Pn15pt9DBn3bQWvKrQdfUqVOlS5cuptDFM888I6kzD3UprO6zl2lpsF4nl+Bvx44dpujJE088IW+88UaN6sG6r59W4FXTE044QerUqeNqm3qA3XLn1GP+8pe/mFmOe/fudV0+7evmHIxAngQI/vIEy2URQAABBBBAAAEE8i/gN/gr69lSdNafl2a3lDFpgYYXK45JroDusan7/WVqfr5vURfMV3EPyyV9371iBH+pS35PP/10U4hD+7FlyxbR2X7nnHOO6W7qXnhaDVdDwqZNmx4cYj/Bn95TC3Zo6PjSSy+JLoHW/RG16Qw/3X/vyiuvlLffftuEgXqs1fTzE088UbRoiBYm0SIoGqDaNa1ErPsh6h6BmWb7WeelOmjIqJWI69evH/VXmP7HWIDgL8aDy6MhgAACCCCAAAJxFnDaY8zuuf3M1LNbxuh3uXCcx4BnQ0C/h8sXbZVNld+FMaktSSF5apilYVebNm0cXw5dOqsz13Qfun/7t39zfZHS9/orRvCnnUxd8tuuXTvz71pZ+P777z+kYrBVVERddFZg//79Dz6jU/CnoaFWFtaqvLqcV/9Z9/JLbbqvX79+/aRHjx6H3FP399OZlLoH4CuvvCJffvllDVcNA4888kjR4FIrA6dW5n300Ufl4YcflpNOOsnsEZgaVqZfSJcY/+pXv5Jvv/3WFBjRYJaGQFgFCP7COjL0CwEEEEAAAQQQQMBRIJvgr9/oUs+qdvsH+l0u7PmGHIhARAU09NNCO5laUoJyP7PY1CmoPf4uueQS6dq1q+2b8/e//120WIU23ftOA0S7ppWEFy5caFtJ2DrPWvJrzbzTZb167dSWOivuqKOOkjlz5pgZd9qcrLZv3y433nijCf6spst1O3ToIPqsl19+ubRt29b1m6L3/+yzz0Sf6dVXX60RIF5zzTUmsKMqryslB8RAgOAvBoPIIyCAAAIIIIAAAkkUcAob7Dy8Bn9OoaLXayRxTHjm5Ao4Vdj2M9M2qoLFCv7y4ZW+rDj9HqkFLnRPPQ31Tj311Bpd+eijj8xeeJ9//rn07dvXFOPQ/QHdrJYsWSJ33XWXCSC7d+8u5557rinWoYHjpEmTTCVdnZGnhUTsms7c0xl8usxXlyRrELh582Z5//33zaxA7Y9TCJoPV66JQLEECP6KJc99EUAAAQQQQAABBHIScNpbLNOF/Sw7tFvm6+caOT0cJyMQMQGnsDwJ35v169eLFvXQGWtaIOL73/++mbWWuudc6pB6Ke5Rt25ds29ey5Yta7wN1lJfXWZrzaTL9Mpof15//XXz0XnnnXfI0tj04zWo06W1bsFf+n6GV1xxhYwbNy7jPndWsQzda0/3+tOlzW7Bn92rb82SdOufnm/dV6vy6h58NASSLEDwl+TR59kRQAABBBBAAIEIC9iFc3aP1Ka0oejMIy/NbvYSy3y96HFMUgWcvpNxL/ShQZ7ObtOmM+C0qq8VzmX7PjRr1sy2amyx9vjTZ9EiGhr01a5dW/bv329m8U2cOFEuu+yyGo+q++zpclvdj09n7WnLNfg7//zzTYhoXS+TL8Fftm8d58VRgOAvjqPKMyGAAAIIIIAAAgkQ8Bv8+dlrzK5acBKWLCbg1eER8ySgs/6WPLZZ9Pf0prP+LvjREaK/x7HpMtRf/OIXZvnogw8+aPahs8I5L8U+Uk327t0rK1asMNVrZ82aJZ07d86azCqyoRfI9Vp6jdTlu1ocQ2c6PvPMM2bWoVb2PeaYY1z7mm3w5yfM83Osa4c5AIGICxD8RXwA6T4CCCCAAAIIIJBUgeWLtogu9/XavM7Ws1uymITlil4tOQ4BOwGnJfh+wveoCU+fPt0sL02djWYFfzo7TWe8eW1WMPbXv/4157AuyOBP+zV8+HBTjVir4urz6p/dcMMN8sknn4jTkt/UZ88m+NM9+tRTi4+MHDny4OxKO1OCP69vG8clQYDgLwmjzDMigAACCCCAAAIxFHAqJpDpcb0uNbSbSRjn0CKGrwePVESBpBX62LFjh6lEq3vpaXVbrXKrLU7BnwZvs2fPNrP6GjVqZJba6kxGbdbSX62+O378eOndu7fj25dN8Ldx40YZOHCgqdQ7bdo0U/TDqRH8FfEvAG4dOgGCv9ANCR1CAAEEEEAAAQQQ8CKwYPb6jEsK7c71ukyX/f286HMMAvYCSSv08Ze//MXMQPvqq68OCaXiEvxp6Pf444/L5MmTRSv6Dh06VHSZb61atcxLoMGnzsLT5c4dOnQwsxS1iIdd8xv86f01cNRfWiRk7ty50rp1a4I//hJCwKMAwZ9HKA5DAAEEEEAAAQQQCJeA3T58dr3sNbid6/5iToFFv9Gl4QKgNwiEWMBpD844zZ7VUEqrxmoYlR5KxSH40+dbsGCBmcmnew7aLeddvXq1jBo1Svr06SMDBgwQnf1n16zZe2vXrjUzB52WQafeX0PHYcOGyaBBg1zffGb8uRJxQIIECP4SNNg8KgIIIIAAAgggEBcBp4DO7hm9BHd2+5Oxv19c3hyeo1AC+h1dvmirbKrcmfGWXpfeF6q/2d5HAy/d407DrJ///Ocm/LJaHIp7PPXUUzJhwgQT+pWVlcmUKVNEqw1nahrMaYVfq+lMwFWrVpmCJ1bbvXu3zJ8/3/xq2LChzJgxQ7p06ZLxelVVVXLvvffKk08+Kfv27XO9f+pFCP6yfaM5L44CBH9xHFWeCQEEEEAAAQQQiLmA3+DPa3BnN0vJa2GQmLPzeAj4EnBb8huHKr+33nqrCaaOOuoomTNnjqlumx78+UJLOVgDtlwr8eZa3MMKNps3b25m53mp2ms9wtatW83svIqKiowEukegXrNp06aHfK6VgufNmyfPPvusaPin7aKLLjIBpF3omH4Dgr9s3zrOi6MAwV8cR5VnQgABBBBAAAEEYi6gs4h0Lz6vrU1pQ9E9/tya3fJhr/sDul2fzxFImoDTkl+v38swm61Zs8YU8bjssstqLEG1ZvzpMtmuXbt6fozq6moZO3asqZRb7OBPO/3KK6+YQDN15p6Xh0mtxJt6vC4D7tatm4wZMybjNVeuXCkjRoyQL7/8Ulq1amX+uVevXo7Lhwn+vIwIxyRVgOAvqSPPcyOAAAIIIIAAAhEWsFuSa/dIXvYUY3+/CL8QdD20Am5LfuMwm1aX+TZp0sT8Sm2PPvqoaDDYt29fOeOMMzyPkS6RffDBB+WLL76Qn/zkJ46FMtwuqkttNUTUpjPmOnbs6HZKoJ9v27bNFP+wmoZ+GuY57QGoxy5cuFA2bNggV199dQ1XLx1cvHixLF26VE4++WT58Y9/7OUUjkEgtgIEf7EdWh4MAQQQQAABBBCIr4DTLKJMT+0lXLC7ptdlwvHV5skQyE3AbWl+XPb7y02JsxFAAIH8CBD85ceVqyKAAAIIIIAAAgjkUcBv8OclWFi+aIvoTML05iU0zOOjcmkEYiHgNEtXw/Wyni1El/7SEEAAAQSCFSD4C9aTqyGAAAIIIIAAAggUQMAupLO7tZc9+tjfrwADxy0SLeD0vdXwLw7FPhI9wDw8AgiEUoDgL5TDQqcQQAABBBBAAAEEnAS0sIcW+PDaeg1uJxos2DW7pYgs8/UqzHEIuAvo92zJY5tFf8/UCP/cDTkCAQQQ8CtA8OdXjOMRQAABBBBAAAEEii6wYPZ62/AgU+f6jS517LPd0uE4VB0t+mDRAQRSBNz2+2PZL68LAgggEKwAwV+wnlwNAQQQQAABBBBAoAACdstyM93ay6w9uxmE7O9XgMHkFokTcKvKrd/ZTuUlotW4aQgggAACuQkQ/OXmx9kIIIAAAggggAACBRZwmzGU3h0vs/bY36/Ag8jtEi/gVqBHwz8N/jQApCGAAAIIZC9A8Je9HWcigAACCCCAAAIIFEHAb/DnNmuP/f2KMIjcEgERU0VbC344NSv8c9qjE0wEEEAAAXsBgj/eDgQQQAABBBBAAIFICWhRD12a67W5BX92M480cCjr2dLrbTgOAQSyEPDyfWb2XxawnIIAAgj8Q4Dgj1cBAQQQQAABBBBAIFICXmYJpT6QhndOe4Wxv1+khp/OxlDA6yxeqv7GcPB5JAQQyLsAwV/eibkBAggggAACCCCAQJACbnuDpd/rwh8dIbrPn12z29+v1+B2wvLCIEeOayFgL6Dh35LHNrtW69bvZON/7P9H8Q/eKAQQQMBdgODP3YgjEEAAAQQQQAABBEIk4Df46ze61Lb37O8XooGlK4kX8Br+WVAaArYpbWBm9DqF+4mHBQABBBItQPCX6OHn4RFAAAEEEEAAgegJ2C3NzfQkGgzozD27xv5+0Rt/ehxvAQ3/PllVLRXLqnw/qDUbsElJHXMuYaBvQk4IgYC+v7y7IRiIGHWB4C9Gg8mjIIAAAggggAACSRAIMvhjf78kvDE8YxQFNABcvmiraPEPGgJJE2A/y6SNeH6fl+Avv75cHQEEEEAAAQQQQCBgAbs9+TLdRmdN6B5/do39/QIeHC6HQMACWsxHZ+ZqEEhDIEkCbv/7lSQLnjU3AYK/3Pw4GwEEEEAAAQQQQKDAAn6Cv9PKS6RTeUnGHrK/X4EHjtshkKWAtfxXQ0ACwCwROS1yAm5bVUTugehw0QQIn9lcsAAAIABJREFU/opGz40RQAABBBBAAAEE/ArYhXV213EK/tjfz68+xyNQfAH9O0C/uxoC0hCIs4AWrSnr2TLOj8izFUiA4K9A0NwGAQQQQAABBBBAIHcB3e9L9+Xz2nSZr90m6ezv51WR4xAIn4AGgJsqd5k9APV3ZgKGb4zoUW4CTv/7lduVOTtpAgR/SRtxnhcBBBBAAAEEEIiwgM7yWb5oi+cn0Iq+ulwqU2N/P8+MHIhAJASs8E+DQG0UBonEsNHJNAH936wOHRvb/m8XYAj4FSD48yvG8QgggAACCCCAAAJFE7BbnmvXoX6jSzN+xP5+RRtCbowAAggggAACBRQg+CsgNrdCAAEEEEAAAQQQyE3AT/DntDG63XWoopjb+HA2AggggAACCIRLgOAvXONBbxBAAAEEEEAAAQQcBOz25ct0ilOIx/5+vGYIIIAAAgggkAQBgr8kjDLPiAACCCCAAAIIxETAT/DnVNHXbn8/NlOPyYvCYyCAAAIIIICAESD440VAAAEEEEAAAQQQiIyAXWCX6QHsgj/294vMcNNRBBBAAAEEEMhRgOAvR0BORwABBBBAAAEEECiMgF1gZ3d3u9l77O9XmPHiLggggAACCCBQfAGCv+KPAT1AAAEEEEAAAQQQ8CAQVPDH/n4esDkEAQQQQAABBGIhQPAXi2HkIRBAAAEEEEAAgfgLbKrcKRraeW39RpdmPJT9/bwKchwCCCCAAAIIRF2A4C/qI0j/EUAAAQQQQACBhAjYLdHN9PhNSupKr8HtanzE/n4JeVl4TAQQQAABBBAwAgR/vAgIIIAAAggggAACkRDwE/y1KW0ousdfemN/v0gMNZ1EAAEEEEAAgYAECP4CguQyCCCAAAIIIIAAAvkVWL5oi3y8qtrTTewq+toFf3bHe7oZByGAAAIIIIAAAiEVIPgL6cDQLQQQQAABBBBAAIFDBeyKcmRysgvy2N+PtwoBBBBAAAEEkiRA8Jek0eZZEUAAAQQQQACBCAvYhXaZHkmX+epy39TmVBXYrhBIhLnoOgIIIIAAAgggwB5/vAMIIIAAAggggAAC0RDwE/xpYQ8t8JHa7Jb52hUCiYYKvUQAAQQQQAABBOwFmPHH24EAAggggAACCCAQegGn2XqZOp9pBh/7+4V+mOkgAggggAACCAQsQPAXMCiXQwABBBBAAAEEEAheYFPlTtE9/rw0uxl87O/nRY9jEEAAAQQQQCBOAgR/cRpNngUBBBBAAAEEEIipgN1svUyPq3v76R5/qY39/WL6YvBYCCCAAAIIIOAoQPDHC4IAAggggAACCCAQegE/wV+mir7s7xf6IaaDCCCAAAIIIJAHAYK/PKBySQQQQAABBBBAAIFgBZYv2iIfr6r2dFE/wV+mYz3dhIMQQAABBBBAAIEICBD8RWCQ6CICCCCAQHQFqr/aazq/e9f+Qx5i764D0X0oei51G9QyCvUb1D6oUe8f/5z6Z1AFJ6D7++k+f16aLvPV5b6pjf39vMhxDAIIIIAAAgjETYDgL24jyvMggAACCBRcwJqFZIUSmyp3ie4nRkumgBaWaFxSV5qU1BH95zalDf7x73WTCRLQU9sFd5kun17Rl/39AhoELoMAAggggAACkRMg+IvckNFhBBBAAIFiC2jQpyEfAV+xRyJa97dmoJ1WfjhBoM+hcwru0i+VqaIv+/v5BOdwBBBAAAEEEIiNAMFfbIaSB0EAAQQQyJeAhnzfhX3M5MuXcRKva80GPK5jY4JAlxcgX8Ef+/sl8ZvHMyOAAAIIIJAsAYK/ZI03T4sAAggg4ENAZwlp4MeyXR9oHJq1gAaAhICZ+fR7qMU9vLRMYR77+3mR4xgEEEAAAQQQiKMAwV8cR5VnQgABBBDIWkADBg38CPuyJuTEAAQ0vOrQsbHZI5Am5jtZsazKE0V68Gc3WzDTkmBPN+AgBBBAAAEEEEAgQgIEfxEaLLqKAAIIIJA/AT/BgtdeWEUe9Hgt9GA1whyvguE9LjUY/qZq38GOeq066/XJdF/Asp4tEh8A+vl+plf0tTtXbfVYGgIIIIAAAgggEGcBgr84jy7PhgACCCDgKKDhjbWcN1sqK9xrW9rAXEIruFpFHLK9JudFW0Dfq+qqvaKB4He/f/fPuYSC+k5pUZCkvlsvPrbZs196RV+7c9nfL9rfM3qPAAIIIIAAAt4ECP68OXEUAggggECMBDSIWb5oq+cgIfXRU4M+Qr4YvRQFeBR977RAjAaA2QaBSQ0A7fboSx+2TMt32d+vAC83t0AAAQQQQACB0AoQ/IV2aOgYAggggEA+BPwsGbTur2GCFl1gz7V8jEhyr6lB4CerqmXjP8JAPxJJWgLsp6Jv+vJd9vfz81ZxLAIIIIAAAgjEUYDgL46jyjMhgAACCNQQ8Fu0wwr7mNXHy1QIgWxDwCQUAfET/KUv32V/v0K8vdwDAQQQQAABBMIsQPAX5tGhbwgggAACOQvossqKZV95XtZrBX6dyktyvjcXQCAbAb9L0fWd1fdVZ6XGsWlov3zRFk+Plh78sb+fJzYOQgABBBBAAIEYCxD8xXhweTQEEEAg6QJ+lvUS+CX9bQnf8/stPqPBnwaAcasa7ed7nFrR12mmYK/B7WLnFL43mB4hgAACCCCAQBgECP7CMAr0AQEEEEAgcAGvVUDjPlsqcFguWHABPwGgvs8X/OiIWIVafoK/1Iq+OttX/x5Ib5kKgBR8ULkhAggggAACCCBQIAGCvwJBcxsEEEAAgcII6A/7WrFXwxKnxgy/wowHdwlOQN/pJY9tdn239Y5lPVvGZumvnxBfZ/JZzS4wTF8OHNwIcSUEEEAAAQQQQCB8AgR/4RsTeoQAAgggkKWA15lBuiRSgxEaAlETsIqAVCyrcu16XCr/PjK50vVZ9YD07/WC2eszhqQEf544OQgBBBBAAAEEYiJA8BeTgeQxEEAAgaQLeJkVpLP8ynq2EA1EaAhEWcBrABj1pb/ZVvR1Oi91OXCU3wH6jgACCCCAAAIIeBEg+POixDEIIIAAAqEW8BL6Mcsv1ENI57IU8DLLNcrhn90+fZm4Ugt72Lmwv1+WL1qG0zb9baf5013f7pddO/YHd+ECX6nBYbXNHRs0qi0NG9UR/Xf9nYYAAggggEBcBAj+4jKSPAcCCCCQQAGd1aP7+Wk44NTitN9ZAoeZR3YR8Lr3XxS/B16CTYsndSYf+/sF+7XRv2O/qdpn/q7dVLnL0z6TwfagsFfTgLhxSV1pW9pAOnRsHKtiOYWV5G4IIIAAAmEQIPgLwyjQBwQQQAAB3wJelgCytNc3KydEVMDr0t+ohX9eg7/0mXx2+wKmzgqM6FAXrNsa8n28qjoRQZ8bqm4PQQjopsTnCCCAAAJhFSD4C+vI0C8EEEAAAVsBL8v/9Ac1/SGfhkCSBLwEZVEqbuFlGb+Ob+r33e4/CrDM19s3QcO+7wI/55nU3q4Wv6PiUjQnfiPDEyGAAAII2AkQ/PFuIIAAAghESsDLTD/284vUkNLZgAU0tFm+aIvjVaMS/nmt6Jv6PHbhJ/8xwPlF06CvYtlXBH4ev48EgB6hOAwBBBBAoOgCBH9FHwI6gAACCCDgVcBL6BeVQMPrM3McAtkIePmuhH3Zr5dnsGxSl/DazRLk74bMb5LXvVKzeQ+TcI7+h6ZO5SXsA5iEweYZEUAAgYgKEPxFdODoNgIIIJA0AS8/nIY9yEjamPG8xRXwUvSj1+B2oQ0s/AR/VmEPp3NSi38Ud2TCc3cvs0Pteqsz3pqUfFf91iqGEZ4n896T6qq9pliJFi/RZv279yt89/xlPVuYJec0BBBAAAEEwiZA8Be2EaE/CCCAAAIZBdz2+mLTfl4cBGoKRDn887JfoRU6aYCpze4c9ver+W64/Z2afobObNNgq01pg9CGxUH9HWBVL9ZgVL9DXpvOKqUKsFctjkMAAQQQKJSA5+DvwIEDpk/W74XqIPdBAIFoCdSuXTtaHaa3kRBw+wGV0C8Sw0gniyTgFv5pKHbBj44IXZjjNfhL3btP9zbUsCa9scz3nyJu70Oqndp+F/jFP+yz+3r6DQHZ+69If9FxWwQQQAABWwHX4G/P3r3y7bffEvjxEiGAgGcBDf8aNmwo9evV83wOByJgJ+D2wz+hH+8OAu4CbmFPGMM/t8DfeurUUM+uGAh/T3yn5aUiuh6n74PuW6ehH+2fAvq/R15mAYbx+8Q4IoAAAggkV8A2+NOZfRr4afBHQwABBLIR0ACwaZMmUqtWrWxO5xwEXH9IZU8/XhIEvAu47ZkXtllxXiv6WqGe3fOxzNdf6Be298D7G164I3Vm6abKXY7LgAn/Cjce3AkBBBBAwFnANvjbXlWFHQIIIJCzgIZ/TRo3FpYA50yZuAu4hRQ6E0WDPxoCCHgXcJvxFZaZcW7f/9Qntop22M0OJsjyNtMvdcm09zcquUe6zaJVGcK/5L4fPDkCCCAQJoGMwd+3O3bI7t27w9RP+oIAAhEW0NDv8KZNI/wEdL0YAk7L/PgBtRgjwj3jIuBUyTUsQYVbQGmNRepsPrsZgkkP/ryEqPydmv23221Jeli+U9k/IWcigAACCERdoEbwt3//fvnq66+j/lz0HwEEQibQqFEj9vwL2ZiEuTtO+/rxA2qYR46+RUXA6Tums2l1fzcNLIrV3Pb2tPplhXpO4ZY1I7BYz1LM+3oJ/dgyIfcRcntfCf9yN+YKCCCAAALZC9QI/nbu2iU7d+7M/oqciQACCGQQqFOnjtnvj4aAm4DbD6phWYro9hzF/nzHjh3y4osvyttvvy3V1dXSokUL+elPfyrt2rUrdte4fwgE9Hu2fNFWs49mplbsWXJuQUp68Gd3fNL393Objcbfp8F9Gd0KfxT7OxXck3IlBBBAAIGoCdQI/nS2n876oyGAAAJBCrDcN0jNeF/L6QdVfkj1NvZr1qyRW265RdauXXvwhGbNmsmsWbOkc+fO3i7CUb4ENGjdtm2b6H/kOPzww6Wqqsr8/6nmzZvLYYcd5utahTrYbY+yXoPbFW3Wn1tgZRlZs/kWzF6fsdBCksMWt/CUv0+D/6ZhHrwpV0QAAQQQyF2gRvBHUY/cUbkCAghkFig5/HAq/PJyOAq4LT+kmIf7C/Tll1/KkCFD5P333zchVNeuXc1sP927t3///tKxY0f3i3CEL4Ht27fLiBEjZMWKFTJ06FC57rrrZPz48fLUU0/JD3/4Q7njjjukfv36vq5ZqIOd9tIrVmjmNuvXsrFm87HMt+bb4mbI8t78fcOc/neMJb/5c+fKCCCAAAL2AgR/vB0IIFAwAYK/glFH8kZOP6jGZV+/b775Rl5//XU55ZRTpLS0NC/jpGHTbbfdJvv27TMhlP6qVatWXu4V14v6GacDBw7IPffcI3PnzpWysjKZMmWK6OzKTZs2yfXXX29mXQ4bNkwGDRoUWi6noKIYs/7cQisL0vp7gWW+NV8tpxmTVETP/1fRbgaq3rlYgXr+n5o7IIAAAgiEVYDgL6wjQ78QiKEAwV8MBzXAR3IKH+KwJG3evHkmIGratGlel9yOGzdO/vCHP8gRRxwhc+bMkZNPPjnAUYr/pfyO08qVK+XGG280MDNmzJCzzjrrINJzzz0nv/71r82MS11mrYFvGJvTkt9izFByWy5pGVoBCst8D32rnGZxxuU/ooTxe5TeJ6fwrxiBehTM6CMCCCCAQH4ECP7y48pVEUAggwDBH6+FnYDTDJ+4zE6ZOXOmTJ8+3cwGy+deezfddJNo4HT00UfLQw89RDEPn187P+Ok+/qNHDlSXn75Zfmv//ov0dA1dXZl6ue9e/eWCRMmSL169Xz2qDCHh2nJr9fgT/+DQOOSuqIBS6aW1HDFLnBKeqGTwnyT/nkXp0A9Lv+7VmhT7ocAAgggkJ0AwV92bpyFAAJZCBD8ZYGWkFOclqVZm/dHncJPoJTLsxL85aIn4mec3nzzTbOUWvdStAtzlyxZYsJBLfihMzBPPfXU3DqYx7OdvoeFDNG8FPawQiyW+R76QoQpwN28ebOZ4VzI4ja6x+k777wjF154YSi2OAjbMvo8/vXBpRFAAAEEQixA8BfiwaFrCMRNgOAvbiMazPM4zfYL8wb0Wizjo48+kv/7v/87CPGv//qvcvzxxx8s5KD77OkPovr7/PnzzT5wJSUl8pvf/ObgElwNjVq1amXCI90vbsuWLaYQhxaDaNmypfnhVYtH6A+z2s4++2xp0qTJIfh6/NatW00V2cmTJ8vixYulffv28rvf/c4s+dWmP4Drr/Sm99ywYYNUVFSY+2rT65922mmmX3bNT19T+2f1Q8//7LPPZPXq1cZHn1WXyaYXwbCeXffd03biiSfK9773Pdcf6jONz5FHHmmKm6QHEX7HSfuh/dcZfo8//ricf/75MnXq1IwBh/Zf9/d777335Oc//7mMGjUqmC9OHq7i9F0s1L5kfvf3Y5nvoS9CGGb7aUVr/Q8Qb7zxhgwePLhg+4wuX75cfvGLX5jvpn4fy8vL8/At8XdJp1l/hfpO+esxRyOAAAIIxFGA4C+Oo8ozIRBSAYK/kA5Mkbu1fNEW+XhVdY1ehHUvKg2JFixYYIo4aKiX3jp06CAPPvigtG3bVtavXy/XXnutrFu3zlY5dUnu119/bSryanVYDfh0afBjjz0m9913nwnHtOkPtD169DjkehoK3nDDDSYgtGtaYEKvbTX94Xjp0qUmHNQCFOlNg0gN/zTcOuGEE2p87qevqf3TfuiyV610+8orrxx8Lr2Bmmk1XA3SNLjTvj3yyCOHHKPHaRENDU81yEtvGjro7DsdI/3n9KZhpoZvvXr1Ohge+h0nvebGjRtl4MCBxk6fpW/fvrb21ixC9bz//vvNnn9hbfpd1O9kplaIWX9OM9ZS+6ShSYeOjW2X+cZlprCf9yRM/xHFeuf1+6Z/f51xxhl+HiWrY1OX1nfv3l3uvffegs42tOs0s/6yGk5OQgABBBAIUIDgL0BMLoUAAs4CBH+8IekCTj+ohrGgh4Zls2fPPhjENWzYUDToa9OmjQmANAzSmXbW3np+A6X0MO2CCy6Qu+666+BMPPULIvjT59BlpxosWoFi8+bNzYxA/eyLL76QnTt3muHSH9w15EwtWqF/7qevqcHfgAED5K9//asJN3U2ou55p7MVrRl9Gv7pMz755JOiFYp19qEGZdpP9bX6e9FFF5liKekzBK3AQfuo5+o9jjrqKPn000/NzEY9X8dt0qRJcvHFF5tn9DtOeo7u66ezi3TPRrciKjrzSQuA6LPmc3/HIP6GKXZ45HV/Pw0hP1lVLRXLaoa7Sd3LLt/LnvX7p99bL+2rr74y/wHk888/l3PPPdcE7V7amWeeab6vqU3/rtFfXpoW29H/WKHfcy2s061bN9fT7GZDu57o4wC7mZhhntXu4/E4FAEEEEAg5AIEfyEfILqHQJwECP7iNJrBPIvdD6phne23atUq+dnPfmZm1ukPszojTZeoWk3Dq0WLFsm///u/11gm62XvuNQwTZe06g+vujfcmDFjzBLXTZs2mfCodevWtgPgZY+/Z599Vm677TYT7pWWlprr6w/IVmEKnTnzwAMPyH//93+bY3T5ss7aOeaYYw7e109fU4M/Deo0HP3tb38rnTp1MtdTt9tvv10WLlxo/l1nQeqz/sd//IeMHTvWLI/WtmbNGjNb75NPPjEhpfbpnHPOOcRCnXUM1EGfSWcuWu2FF14wz619P++880wV3vRlv17GSa+nYZ/OKPIyi08DEw08td9uswOD+WbldhW7WX+FqPDrZ3+/RyZX/n/2zgTsqnF940+pviZ9zbNSGdMgESrjkY4ppyihZMhJKZoHUpHSHBEyVab8dXCcyEmOgyYqRKaiqJOhWSlp/l/3y/qsb3/rXetde6+991p73+91dX203/UOv3ftr73v9TzP7bjRbE2h1PEISlxChC7S1pPZnB5s2MX8ZMwdGw2djDmi9m9dMhhwTBIgARIggfQRoPCXPvacmQSyjgCFv6w7ctcNRy3aD5uBMGXVaHP6guq2YRNByS6mYawTTzxRCUyIKDRtXsIfBLVu3brJl19+qSJrsC7ME9tioxtj69P5Watd+EO0HSIIkYpnb0iHRrqyVTPx5JNPVmuLrTM4a9YsFdGDBtMM7MXeEHl51FFHOab4YU+DBg2SV199VUUCOkXqmZwT5rM4X3rppSry0O7mG8ty9+7dqs4ZapDddNNNMnDgQNPjTEu/dEb96cQrOwgIe2hO0X74e6b55r9tguJhCX+IykUpgiJFigRyfx44cEBFEkIgdxP+6tSpI6ecckogc9oHwQMCRBAns7mlsKcihT6Ze+PYJEACJEAC4SdA4S/8Z8QVkkDGEKDwlzFHGchGohgBYRf+IN5AxDFtJoJSrJgWT3SYl/A3d+5cJVohmtAr0sVexy42ss3PWu3CHwQDsIg1GoEoh3VZUX+6vdvHQq1ApOz6aTNnzlT1AZGi65R2a3JO8Qh51rlcdtllSigMe0vH+9PU2APCH6IS0T+2ZWu0XyrOyxL+nN7DMBRCzVA3EU3Xx/67xE34c3rv4PcE5u3UqZN06dLF8W2F9yuimmEkNGTIkAIPHVL1XmS6b6pIcx4SIAESIIFYAhT+eE+QAAmkjACFv5ShjsREyU5LSwYE1Ka78cYblakH6schiqtjx45GBeRNBCX7F2BdRJrXvryEP0TLIWpOJ3zZx7eLcbHr8bNWu1jnJnyhniFSjN3WZq/HZyKiWY69OLv169fLe++9p4QCpAAj8jA20sfvOXmJpxZPizuMSZCiXKpUKa+jTOvrbiJcsiKU/NT3g4ji1MJYGzQVB6lLkQ5SCHUT/qz3jdv7QdcnEeHP+n3nNq/X+Kk4H8yhM7Kq17CUIB2bjQRIgARIgASSRYDCX7LIclwSIIECBCj88aawCLiJCkGlpSWDdmz6K+ZA/bk2bdpI586dVW06XfMrKNndfv3sxU34279/v0qPffPNN9VaLRMSt/F167Z/mfYayy78wVkYX9KdmgkjE+Hvq6++kqeeekql1sKoRNfcoovcxEf73k2FP2tvuohHP2ecqr46oSJIMcm+FxPhD3UGIZTQ1CP/XaB7kBLk71MI5jrncAjqiNZF6vvZZ5/teIua9EH6MOp22munWu8dCP0dOnRQJj1W+8c//iEw9HCbd+/evfL000/L119/rVzW69evn3e903zJen/p0n3DWtM2WRw4LgmQAAmQQOoJUPhLPXPOSAJZS4DCX9YefYGN677gRyHyAeIfvgAjOm3NmjV5e0MEGaLHhg4dmu9Lq9XBRNSKdcp1Son1uovchD8/Yl3sumMj5Pys1S78mUQExRvxh+g+1O1DRJ3l/ot1oyYZxEn8QS2+559/Xm2Pwp/73ZRqocKkvt+Jpx0pXy5zdnhNliDp9Z5L9+u6BylBuxtfe+21snz58qRu1+m9bxf+MPmcOXMCW4NJ5HNgk4mILt23Q++aklO8cJBTcSwSIAESIAESyCNA4Y83AwmQQMoIUPhLGerQT6T7gp+sFMJkAIGwhEgTRJYtWrQoT2hycsDF/GEQ/uDW27t3b3nnnXcCjfjzimJLlfCH+oWo4QUn4gYNGigRFs7Bsc6+YJBq4Q/revnll+Xcc89VgmOsm3Ay7tEgxtSlkAb9XjWt73fiqUfKl8sLCn9Bi1xBsEvVGDoX5qAjyRjxl/iJUvhLnCFHIAESIAES8E+Awp9/ZryCBEggTgIU/uIEl2GXpSo6JZXYUDR+2LBh8tlnn6lpYx1wwyL8YR2WAIUUZYiRp512mhaVvcZf9erV5YknnpB69eqp/mGL+LOnMcOtGJF/EGFjm2XukYjwZxdQr7766jyXYbd7LmrmHtZedNG5QUfXmaT5ljzyCPn1l4OOmINeTyp/fyQ6VxgiqBOp8ee1f3vEX6wxTpRq/GGfOiH9oi5VpWK1Yl4o+DoJkAAJkAAJxEWAwl9c2HgRCZBAPAQo/MVDLfOu0X1JRXFzpPpGtaF+1M0336zqT1144YUyadIkKVq0aN52whDxh8W89NJLctddd6kIRSeB0s7f7uobG6kWNuHPZD0QMgcNGiSvvvqq2ma8qb641hJQnc469h62r82txmEY7/1UCfU6QcTOpGqtHPlp/V5HTEHWskv1OdjdiXf/4VS8a8fvAqf1/25r2rZpv/xv9a8FuqRSDE3E1deLt4nw17VrV0EqslODqy8ezHz00UeO73mv+YN8XVc3k8JfkJQ5FgmQAAmQQCyBjBP+8EVm3759kUmh4S1JAtlEgMJfNp22fq9RTvPFvy8Q81AnLrZt2LBBFY7/3//+pwrNIzLF3m/27Nkq9RQNr6FQvZtApEufxb9zO3bskHLlyjmuw8vV1y7mVaxYUTnbNmvWrMBaIJKhVh7+IFV25MiRcsUVV+T1MxHarM6pSPW1r6dhw4by6KOPCvZnb0jN7tOnj3JlRnMS/kzOCddakYMnnHCCioSsVKmS9qa33xu6sw/zb4dUpPua1PfTMUqlwOX3nCDqQbzb+IdgCeES/28X+/yOado/WVy+/fZbZZYB04wgWvv27aVJkybaoUyEP9N1OL3nTa8Nop9O+PvLVZWlep3iQUzBMUiABEiABEigAIGMEv7wwXrsmDHqA/3YceOkVq1aSTnyiRMnyuJFi9SH/JH33uv6Yd9aAAoRP//cc6rw+2Vt2jgWfk/KYm2DfvHFFzLmvvsETz6bt2gh/fr1C3xK+xztO3SQjh07es6BL7CDBw1SX2Lbtmsnp5xySr56TJ4DJKHDJ598IgP691dfrps2bSrjxo+X0qVLq5nWr18vb82fL1d17CilSsUfnYQaVPjiWKVKFWnevLlUrlzZcScQGuCid+jQISlWtKiUK1/e8ct+EjAEPiSFv8CRRm7AqLr5WqDxZXfJkiXSs2dP5Qz2w1zQAAAgAElEQVRpCXtI/cSXU9T7gzA3cOBAuemmm/Kdz9tvvy233367ejiF6DmYgyDddvv27ep3SbFixTzTZ/HvHMwxkFp8zjnnCP49OvLII/PN4yX8ofO//vUvFfWH30MQx1Dz7vLLL1drQMO/ow888ICKDsR+8G8XBCvrdfQJm/Bnj+aDUHnjjTcKoutQS88yZBk1apTa86ZNm9Q+nUQAk3PCtajr2KtXLyUEP/zww+rfCl2zxoSRAFKQ7a6iUXgTJztKV2ciYmdTLKew7Nt7yBFX0PUG4z0T/H5bu3K3uhwCH/aVzpasKGq7kB/E/rzEOBPhD7U8nVL7sb4DBw7IBx98IHjo4TVXEPtxG0P3XqLwl2zyHJ8ESIAEsptAxgh/GzdulIEDBshXX32lThTRC/eOGqW+VAXdkC4w79//lqOOOkoemjpVuQW6NXzJQGrR+0uWKPEIouSpp54a9LI8x7OLWa3/+le55557PK/x28E+B1LIbura1XMIFJm/a+hQ9WW4VatWMnzEiHzpcZ4DJKGDTviD6Ddo4EBZu3atKhw/bPhwVSA/nrZq1Srp+0fkidt94SZCxjNvOq+h8JdO+uGYOwy1qBIhYa8PV7x4cfXgB6I8vlBaLrJnn322jB8/XiDy2BsE/FtuuUU+/vhj9dcQp8qXL69Ev+nTpwtq6HmJaW+88YYS6dB0bpQmwh+EMAhQU6ZMyed+iwcQ+DcLYqTVdPvxWqt976mI+MN8sRF91hnt2rVL7QnCAAROq06Ykwhgck6Ya9u2beo88TvaSei173/EiBEya9Ys8TJBSeTeTOa1OmEuKBduk/p+uv0lK6rNi6c9kg/mGqmI4PNaU+zrF15TWWDwEXSz3s/47IKHD7oHl27z+km/dRP+nn32WcFDZzwIwQMKp4YHM/gdiwcnXtGFQbOKHU9nxELhL9nkOT4JkAAJZDeBjBH+cIyo3XHnnXfKtq1b1akijWrgoEH5IhSCOG6/wt/y5cuVWIQvHueff77cfc89ga/JZF9hFP5QjP3uESNk/vz5ShQdNXq0nHHGGSbbSWqfH374QXreeqt8//33+SL+8EUP633//ffV/PiwO3jwYGnRsqXv9eDD6oNTpqjrGjZqpD48OwnVFP58o+UFISaQ7MihZG8dUV74dwZ1/GIb3r9I9b3hhhu05SYg+uH6NWvW5F1et25d9aUUD5G8xDRE+vXo0UMJjXiAhKi82HRWE+EPk0P8w34efPBBWblyZZ4AaC2sWrVq0qlTJ1U3y8mB1mutdj6pEv4w54IFC+S+++7Lxxgi63nnnadSrVesWJEnnuqif7zOydobfm8/9thjKk0RqcWxYi/62VOrvQTCZN+/8Y6f7EjdRNJ8UxntZ0X0hSGaz+Qskx3xh995M2bMUA8tYhsekuBzDgQ5q8SBvY/994dXFJ5d+MNDla1bt6qHxYk0ZJmkw1mbEX+JnBqvJQESIAESiJdARgl/gPDvN96Q0aNHq7oj+KAP4e9vf/tbvHwcr/Mj/EHYQnrta6+9lnZhK4zCn31N6RRFYw8aX9Qg/KFWV2yqL55SjxkzRt6cN09dlpOTo75EIk3Zqe6X001kjwLF671uu019wXZqFP4CfftysDQTiHJ9Pzs6RI/BzAMCIB5anHjiiSptH//ueDVEBuKhAkQ8RI7DJdfPF1Ck4X7zzTfSuHFjX9e5rQtfwr/88ku1H3whRipqhQoVjH+nee051a/bGSM9GaxiBVKvNZmcE1ycu3XrJjt37lRmLohaj20vvviicv2FOAKREEJvFFuy6vy5iYpenFIR7Rc1sc/OLJ3CH6KJIdjpXK/9CH92597rrrtOpfAjdTeR5iU2JjK227UU/pJFluOSAAmQAAm4Ecg44Q8RDCiy/cTjj6v0qS5dusg1114baOqoH+HPLtrEcyu6peTa6+mZjA0REl8Y8WUGbPDlzrShePmdQ4dKyZIlXS/xk+prF0VN12HvhyfN4ydMUF/ogm5uwh/mwpNmFLz/x+zZimeFihVVvS6k/5o0exRojRo1VHH92kcf7XipX+EP74HNmzerFERTIdJkzUH0YapvEBSjO0ayo4aiS4YrjyoB/L6F6clzzz2nIvoh/tlFXPybC5ECUYZeDsphZ5CsaN1E0nyT6eRrCX6fLNyR1KMpnVskb/xSf/x36dzfHyDYX3NbBBx94ewb25IljFoRvLqIP7wvINbhoXffvn2VOB7bTIU/fFbEGG+++abccccd0qFDh7y03U8//VQ9gEFN79NOO83znJYtW6bqNKMEACKdUcYg1Y3mHqkmzvlIgARIgARAIJTC37p16+T//u//ZF+cbmGo5bF48WJVyyceg49iOTly1VVXaWu3mQp/EIeGDxsmKOodb3MT/hIVFf2sKTbqTXetH+EP6bJ33nGHSoGOp6VK+IOYN2HixAJCKc738ccfl3+9+qqKLP3LX/5itA18IB43dqy8/PLLqn/nzp3l1p49tSKdX+EPadOjR41StW4QSZiIAYnRhnx0ovDnA1YGdtXVNgqqTlgGIuOWIkAADqdIv0b9sLvvvlvatWuXt2qk/yLy6bjjjlM1FREVGtWWrDp/8ab5JkPUSobYZ4l3+D2HVqVWjkDgMxX1TO6XVP9u9RL+7OntLVu2VJ/FEalXp06dvO2YCn9WLU1E1+Ihqb2O33fffaeMlpCdAdMjGPo4PfDEA1oYL+GBLZpbXxPeifTRRc7+rVt1ObLcnyJwInPwWhIgARIgARKIJRBK4S+VgpbTLeElKJkKfxBgRt5zj0o7PrpOHeVwWzwnx/UuPCyijEOsGnLtrrhCGYM4NTsnkwg+vxF/+KAE50P8DFr4g9gH0c/aZ4errpL6J57o+Q7Fep555hlVBwtpW5MmT5bjjz9eXYcx4xURYyfesnmzcrxErT+kZyGio2KlSgXWh6L+W7dskUo2R16rYL8u5Q/GIDD1QEpd+QoVVIQI0gR1zY/wZzcfwXioPQgXSz9phJ6HkEAHCn8JwMuAS5MVMZQBaLiFiBOwXJKV6ddDD8nRRx+dZzSCf5cgWCAiMMpNF7EL8wiYSMTT4k3zhWiG2n5BtaAEP6wLwp71MxnGGk571gl/iZyNG1sv4c9Kby9cuLAyP4LzeKzztZPwh8/LSM23i3fIbkHEID6LYoyTTz4539IsQx+UX7jmmmukX79++T7z7NixQ32Gmzt3rvp7fLaDwU+6MiJeeeQHRyMYCn9BvZs5DgmQAAmQgBMBCn8OVCzhD3WX4BSMDzimzXKyRaolxJ3Vq1erS/FBBsWNEcHn1uxRcDCOQCor0mydmt+afX77e6W7vvXWW0q8M212F+QXXnhBpjzwQF4xeRNhMTaC8sr27VUqifXh7cknnlD1k9LdvNyeUfPm6Zkz1TIvvfRSGTxkiGsquqnwhw+3Q++8U33ZRIOoCNHvlFNOSTeSvPkp/IXmKNKyEF2KU7LqUKVlk5w0KwlYZUYgeMDoAyYeMBhBKiJSE7t27Zo2oSGoA0lGqr7ud4LXmoNwq7XEvkQceSHwIZIPYl+qRD4nNrpozHQIf1YUHlJwIXbjJ0Q+E+EPtTDxGQbvFytyFoIdPush+wIRtHBCj20onwLBD59bIQziAT0+O7/77rvqfYiHovhMj4hck5Rgr/svkdd1Ea7JTFtPZL28lgRIgARIIDMIhF74c0t1DfII8ETeEvkSFf5uvOkmmTBhgqr/hqivokWLCswckOqDCDXUXnNq9mgtE2MSv0Ke3/7JEv5+/vlnGdC/v4omhDHGgQMHFI7bbr9dRUU6NXypmv7UU6p+I576NmjYUNXUQ/F5q0VB+Fv33XfSp08fVdgfhgBjx41TzpxuzUT4czIcQS2cv150UZBvk4THovCXMMJID5Asc4BIQ+HiSSBCBHTRSlfcWkNKHultbGPfarzRfomWBkg0us8S++o2LBVoum6it4HubJLhegxXXTyoLlKkiKqTZ2UVQOiGazkeeqPcDh54Q4TDg8lY4Q+f6yx3XtScRt292LqA6IOsl1dffVVF6Y0dO1YroCPlHnPjYT0+Q8NhG+Pjv6+44go1Nj7fp7PpBNqgI1jTuUfOTQIkQAIkEE4CFP7+OBcn4Q8ppM8/95xK97TagYMH5cPly5VoBeGmeYsWklOsWN7r+H8IU1aK71lnnSWXXnaZ+n/Mcdlll6l6cIgAtLfYaC1dP/s1foU8v/29hL+Vn36qPozZGyIdrfTdk046KZ97IVI9rrjyShk/bpzqA9Fv+IgR8tb8+aoOoluEmt2tWddv1apVsnbNmkDeafsPHJDZL76oPryWKVNGOl93nVSqWNFo7JzixaV58+bqQ6y94QPs1IceUqnKaCZRjujnJfwhEhI1A+fMmaPGxYdcPC2/QVPrxmgTSepE4S9JYCMyLCMdInJQXCYJaAjoxPu/dq4ilWq4lzKJHTIeU494BZJEo/vCEtnndmPqziYVEdWozY2ax6hdjM/AVatWlYkTJ6pSKddff72j8Be7F6uWH9zFH3jgARUtiNIoyKTB53A8UL/44ou1CPBQGSn3iAqE4Gc1GMBhDAiUsZ+9U/1G193zyahXmeq9cT4SIAESIIFwE6Dw98f5OAl/Tm6xEPxQSBiRW04pnfaovWrVqqkIPxQztkcAxooyEP2GDx8uSxYvVqtp1qyZ3DtqlOeTSb9Cnt/+XsKf0609c8YM9VQXzUp7tvrFRu1ZphYQ7KwIwLp166ooOLspC2oe4ikvotogFqYqks2q5ehV89H0Lf7VV1/l7RPXBCH8xboLY1wT0dh0zUH3o/AXNNHojJeMNMHo7J4rJYHMIKBLzT2nbSWpdXwJ403GG+3nN8U3qOi+Ri3TGylmAlZ3NslK94Vj9cKFC2XWrFmycuXKfKVbUGYEn33x+Rau1h999JGqrYesDl1tPatOJlJ5kd2Bz4P47Iz/RsYMhEUIivbPlKiVjAfHuBbmHxAd0dC/du3asmDBApVxg4aHsUjDP++88+TMM89Un+FTXf9Y9/CLwp/JHc4+JEACJEACiRCIjPCHf8zxNND6Rz2RTVvXougwUgHwBNBU+Pvggw9k8KBB8uuvvxYQ/lSk38iR8sbcuQUEKntEH8QrRP1dcsklKnJwxPDh6kOR9WFl1OjRRm7EdiEPH3AaNWrkigVrQKQdxCKT/nv37ZPFixYpNiYiFcxD7ho6VP773/+qdcQKfytWrFDp1FhHrLhpj+hD/ZV7Ro5ULrqvvPyy3H///cogBZFsGLPL9denpFZSkMIf2Iy57z557bXX8s7IhCk66yL+oib6YS8U/oL4zRXNMXRf9BNN24smDa6aBKJJQBex5Ff4iyfaz1QcCUrsC1sqr9cdo0sjxXVBpfv+85//lP/85z/y8ccfCzI87A1i2y233CJ//etf1ec1NDzwxefi5557Tv0dalej/E1sw2cky0wOtf3uueceNQdKo0BgtFx4ly1bpgQ+/ERasd3QDcLeGWecoSIM8RkT8+HzJoRJCINrHDJC8DkTfzp16iTXXnutF+KEXufDr4Tw8WISIAESIIEECYRS+IPAh3Ra1H6rUrWqMiewR58luOe8y+2RXPjQsXzZMkGqAGqWND31VMcCwvY6cnha2H/AAPVUs0qVKmpcpCNA/MLfxab02qMBIf5dfMkl8uknn+R9GMGHJlPRL1YQCoqJbhwTkQpPXm/r1UsVUUZDqunpp5+uCi3jCS8+AOLDH1JokeJrN52IjQaEyy14QCiDoJpq0Q/rR3o25i9ZsqSMGTtW7SXehqfOMEKBgGk1E6ax52xdg3sUKdN2IfHC1q1l8ODBAofnsDYKf2E9meSvS/ellMJf8tlzBhIIioDOPfak08vIKeeVNZomnmg/t6g1S+hT/14u3GG0BqdOVjpvFKL7dJvU1fkLKt23e/fuKsLOahUrVlQRdFdffbXUr1/f8aEs0m5hqgFDOLeH9/ic17p1a1UXEPWbLZMQfN6ZNm2a+hyI6EE8RLYaSu4giq9t27YqNdgtgg/fI7AGCJd20RABALH1B+O+iVwu1Ind8aavJ2ONHJMESIAESCBzCYRS+HPCnWzhz+SI7VGB6I8PIYgahAAIwQ5pCWg7d+5UUYSxNd7wGj6wQBjEk017gwg24u678wREk/XYI8Eg9uCppVuDuIknp/jgZdIf/awnsCYi1fz582X4sGF5H+zAAGNAALzxxhsVLwh827ZulQoO9fIQwTZh/Pg8sc/aC0TS3r17S9t27VIS6WfNaxd5cb4XXHCBybEU6IMPvXB4/GzlynyvmTDFBbERf3ABRq3Ad955J288uAMPGDjQ8Z6La9FJuojCX5LARmBYnWBA4S8Ch8clksAfBHQCvh/h742nN8qWH/58COYF1y6M2EW+n9bvFawn0YZIwqhF9+n2nOx030WLFsm8efPUg1tE1aGkjS51N3aNe/bske3btzsuHZ+lkeIbW4MPUX/4TH3OOeeo6958803BZ03Mj+wQPGS3ogv93gdYCxyHkQqM1F+nSES/Y+r6u4ndppGsQa2F45AACZAACWQngcgIf4mm+h46dEiZHzzz9NMCAQwNRYfHT5ggxxxzjNHpL1++XAYNHJiXWoAPG3gSiSguiH528U83IOq8IeUTxYuthnFQl+3v3brlc6n1WpTfmn1++/up8Qemd48YoT6QWQ3Cp8XaLv7p9oUPX88+84w8/fTT+SLjatasKb379FGGGfF+wPNi6fS6vV4h0k7gMO23QehEfZonHn9cXYoPlrgXcT/HI/zhQzYYbNiwQY2H/76yfXtVdzLdRatN2FD4M6GUmX0o/GXmuXJX2UVAJ/wdXb+knNXG2wDr7Rc3yfdrzcW6YjmF5ajjSsjG9XsF4klQLROi+5xYuKX7BhX1F9QZZNM4bqntnQfXyiYU3CsJkAAJkECaCERG+EuED8S28ePH50VcQSzB00NESOEJo2mbOnWqPD1zZl53RPqh5tzk++9XUWxu4h+ivlCY+F+vvqpNdUBk27nnnSfXXHONwFHY9Cmq6fr9Cn+m46IfzE5Qi+X777/Puwxi35bNm5XgCuY68Q8i2OLFi+Whhx6S7779Vjvt0XXqyFUdOigBTpfOCvEQY+39o5iznz1YfevWq6f4IyUE6blosfUKTcdF7UbUhESdGZzvtZ06yUv/+If6/3iEP/u8GK/rzTerujSpFERN9+7Ub82Hh+TQ77W32bKMwNYf98mWH/bJ4cOHRAoVyts9ox2y7EbgdiNNwE1YCvvGLLEvU6L7dLx16b7Yf6trKgt+sqWOAKP9UseaM5EACZAACegJZLTwBxHo4alT5R//+Eee2AbxCHXomrdo4UtYQ8pr79tvl40bNyrRCT8tV98VH38so0ePVlFqqHEycdKkPEERgh8ix1CLDa60aBBpWrZsKT179ZJVX30lTzz5ZAHBC+tsfeGFqnZKrdq1AxF2kin8Pfvss/LglCkqVfmXX35R5icQyxCNNvTOO2Xp0qVqD/3795d2V1yhOEDwe3/JEiWI2iMgUdvllu7d5dRTT5UZ06c7pv6CH2raoQ9qvFgtiJRwS+SzG7lgzYMGDfL1uwSFr/v26SOrV69W14FFq1at8gxOEhH+UJ8SwjXSj4MWiH1t0mfnN57cKQf2HfZ5FbtnFgGcP4W/zDpT7iZbCMRTny/dbFAfsGqtHIly7T4/DHXR1RiDD1r8kAymr1u0X1CmK8GslKOQAAmQAAlkMoGMFP6QXgk32ikPPpgnqEF0anP55dKjRw8pU6aM7zOFk9m4sWOl/kknCUSXhQsW5Al/ELvgPgvxa9jw4dK4cWNZtWqVPP/88/LOf/+bL20VphUQtWAUYQk2EChfmzNHpbhCUIxtiOxq0aKFDL3rrrxIN0SSbfzpJ1/7gPEI1ghRDvVR2rRp4+t6dD65SRNV08XerBp2X37xhfytbVt5a/58FdFmCWjYE5yLLTMUpP/O+/e/5f9efDGf4AlBFbXqEMVmPyPUYHn8scdk4cKFjtGS4N+nb18lkgYp/KEm34ABA5SbNERGpPv6EdkeffRRmf7UUwoVjEomTZ6szF8G9O9vHPH3+eefy6h7783nRod7CPeCaYq670NO4gUU/pIIN0pDQ/f7Q/9l+lmUDo5rzXYCURD+ENFWKrdIVol9sfclo/7C8U51e7+4GdaEY/VcBQmQAAmQQCYRyDjhDwYcqKEH1zHLPaxevXpy59ChctJJJ8V1dhCx+vXrJys//VSu69JFiXMQrqyIv6pVqyrTCtRdQ+HjV155pUAEH9bQvUcP1zp1MLdA0WSIc7Epr5gXbmZWGzZsmFpDqpuTyQVSee8bPVrA4aauXeWB++/PJ/xhjRAbIWKhb6wYCmHzEgh+Xbu61jhEOvHMmTNVCq7dHbdGjRoyefJkqX300erMIdQ5OcdBjL135EhVKBrub7f37u2IDxGE+OOnxqHTQFZNSIjOcAWG2Bpr1DFu/Ph8EYvWOFgjXOZiU8NVROnEiVK+QoVUH30g81H4CwRjBgzyZ9Qfhb8MOE5uIWsIhFH4s1JXYRRUpVaOQFDJ9uYW9QdOiH5kym9y7xK8V+Y/v0lbm5LRfsnlz9FJgARIgATyE8g44c8u1iCCrFOnTnLNtdcm5HZqRfvlli0rkyZNklmzZhUQ/oD1hRdekCkPPJAnOkHwOalBAxX5BtHHtA4bRER7xGCp0qXVvIj0CpvwZ3esbdeunaq/N3DAgALCX2zaK/aBqL4rrrxS2rdv78vUBCnT9ohBzDtw0CDPaDy/qc52F2e7yGv6SwSRnEOGDJGGDRqo+oaIFvQS/iBYvv766/LoI48I2MY20/Rg0zWmuh+Fv1QTD/98TD0L/xlxhSRgEUi38AexCuKe9ZMin/7efPP5TVrXY/7eTf57mvyTz5gzkAAJkAAJmBMInfAHsQV/4m0wk7jrrrtUSmWjxo2V8FKyZMm4hitbtqyqV2fVaTvjzDNl7Nixqp5fbMQfJrDqACLyD7XXunTpoqLQEmmIAsR4cLa1u7ZaEX9IO4YzMdKLvZpf4csa78knnpDHHntM/W9sxJ8ldkLUHHnvvVKuXLm8VNZYQwyrDiDqF0KQbd26dcJOtGAOl1xEG3q1ePZvcYZIiei8Jk2aeE2T73UI0TCQsc5OJ/xB7EVNQQh+sY7POFsY1CBqksKfL/zsHAEC/AIagUPiEkngDwKpNveAqy8i1ODsS5HP323oFXHG373+ePrpvfj1rYKoS6cG0RrRfmwkQAIkQAIkkEoCoRP+7CJTKkE4zXXvqFHy3XffyROPP66EGwhb5557rlhikFMUGIQeCIZr165VKceWoUc8e0HE4uAhQ5RhSGwLg/C3bt06VQMPKbiWKIpIRauGXazwhwg4pE1XrlxZRTCiDmMiDQYtSME2bfEIfzBmQcotGmr8IaIxkeYk/H3xxRfKhMYu+GGOBg0bKr5Ia/ZTFzCR9SX72q3/O0Jg6sqWfQQ2bdgraz7FQ50/jT1AgV8+s+9e4I6jS0An/BU+Au/swq4bO3xY1IM6v81y480Wcw6/fNz6uxlL4LoLr6lMQTVI4CJK8IPwp2tkHjBwDkcCJEACJGBEgMKfCyYYKMB0Y8WKFfkirdyEP2s4u8BjdBIOndyi+cIg/L0xd66MHDlSpTAPHTpUiWL2fccKf/YtBlGjEPNBjDNt8Qh/CxYskDuGDBFEXsbj7Bu7NifhD0Yxlis0+luuxpdccoli65UebLr/MPTLLVPGMyU7DOvkGoInoPsyhGge1PljIwESCD8BnfB3dP2Sclabip4b8BKidANQ/PNEq+3glnKKiyhExc829kov0Y8PuoJjzZFIgARIgAT8EQid8IeIsbVr1vjbha03UnOnz5gh27Zulbp168pVHTtKTrFicY0HB9u5r7+uDCWQ4nrWWWepcfwKf4gAhFmEaUOq888//6zcg3VpvGEQ/n788Ue5rVcvqV27tiA6snjx4r6FPwhbiAA0rX+IGnhI78XPVAh/MFm5/fbbldFHEGm2TiIeIjsnTJgg/337bbn6mmtUzUOwtFo8wh/uoTvvuEOOKFJEuTefccYZCdW5NL13vfpR+PMilLmvU/jL3LPlzrKHgO59fNLpZeSU88oagYhX/MPgFE6MEOfr5JXyS67+mTpd4Zbei/508Q2GM0chARIgARKIj0DohL/4tvHnVYk6scbOj/TLuXPnSq9evfLqtPkV/twi35z2a6U7h134Q126hx58UFq0bKnMS9D8Rvz5Nc2wn28qhD/U1Rs0cKAsXbpUOenGmqzYz2/f3r0ihQq51i3UiXiIKJTDh6VYTk6BWyJe4Q8mKx9++KESVSHMwsk43Y3CX7pPIH3z6yKF+GUofWfCmUnALwGd8HfaBeXkhFOPNB7ulUd+0Lqdeg1C8c+LUMHXTcW/ug1L0e3XP17xiqpkXb84oPISEiABEiCBQAlQ+PPAicgy/HEy1nATrUwFsESFP6wL0VwQCb0a6uu9//77Km0VUXqNGjXyukS9jnqFn3/+ufrvWHMPiF1FixXLS9803beJeOq0uFQLf1iDve5kr9tuU8YkunN77rnn5Mwzz5Srr75a1eiLbfGIePFcg6jInj17qvqLfgxgjG6IBDpR+EsAXsQvpfAX8QPk8klARHTRen6Fv0Si/pj2G9+tiN/Bi1/f5iq44kFM80vKU/wzRAxBFUzBVtdwv7a6pjKZGjJlNxIgARIggeQQoPAXB1cT0cpUANMJSHDRNYn4i2P5CV0SK/y5CVsmNf7CFPEHgXfbtm3yzddfK1foU087TQmky5cvV1F/SJ9t2KiRTJw40VFohePzyy+95CiQWpziEfHiucaeolyjRg15aOpUqV49/S5yFP4SevtF/uJnxqwvsAdGQkT+WLmBLCKgS2c8p20lqXV8CV8kEon6w+8NCFR0+vWFXBlPQHSFYOXWUHe1Sq0cilUukLxSe3Ep71N/944y/zkAACAASURBVCd7kwAJkAAJJI8Ahb842FL4u0BLzVTwNGHoNElQEX9ITUbq6+rVq9WfzVu2yNYtW/KmtAuScCMeNGiQvL9kST53Z/v60OeOO+6QRQsXSvny5WX8+PFpjfj7+OOPBam+O3fulAYNGsiEiROlXLlycdztwV5C4S9YnlEbTfdFv/PgWlHbCtdLAllJQJfS+NfOVaRSjYKlKtwgJRL1Z4kqjKTyfxuaRP5ZfOGkTAEwP2PT+5ain/97k1eQAAmQAAkkjwCFvzjYmohWpgKY0/RRqfHntHbTfZswjFf4gzEKBC8IeuvXrZPv1q2Tr1evVtF8eM2kxUYizpkzR+4bPVqlfUM0HDN2bL6oP4iGMAH5+uuv5dhjj5UHHnhAKlQs6HAYT/RePNe8+uqrMnrUKLXV8847T0bee68ULVrUZOtJ7UPhL6l4Qz+4TjSgq2Toj44LJAFFIGjx3iTqr2ixwrJ/3yHHE2CN0PhuTJOaf9bIYNy4ZRkplVskqyMATaMlwY33ZXz3Ja8iARIgARJIHgEKf3GwNRGtTAWweIU/CFiIMitcuLDANdheg1C3Jfua/BhjIMUVf9Awl91xNnYu032bMPQr/H3wwQcyeNAggSGH35aTkyNVq1aVY445Rv057rjjpNnpp+dx3bp1qwwcOFA+W7lSmWV07dpVbrjxRsfahm5CWzwiHuYcMGCAEi6rVKki9z/wgHKs1jXcF0PvvFMWLFiguqAmIWoThqFR+AvDKaRvDbrUKAp/6TsTzkwCfggEna5vki7ptT6afXgR0r/ulz8Eraq1ciQbTEAg9CE6cuP6vZ6p0XbCvB/jvx95JQmQAAmQQPIIZJzw984778hdQ4cqA4umTZvKuPHjpXTp0oESNBGt7ALPha1bS/MzzzRew+IlS+TNefMCN2WIV/gzXngcrr5wyr3h+uvlyCPN3AB/+eUXmT5jhmzbulVixcsff/xRbuvVS9avL1hHDHuAYFe5cmUl7NWpU0eOP+EEJfDh79zETGv/8+fPl5H33CN79+4VCIV/79ZNrr32WiX+Pfvss/LglCmqq1ttw3iEP3s0IcY/uk4dade2rZQpU6bA0ezbv1/mv/mmLFu2TL0GQRjRfueee66fY0xaXwp/SUMbiYF1KVJR/qK0Z88eefPNN1Ut0N27d6tU/xtvvDEUNTXjvSmwpwMHDhj/Xo53Hl4XLQI6g55E6nTqxowlU7F6jmz5Ya8jMKZUJnYf4fcyRC6vun+xs4A7ogDRSuceoaIBrf9PbEWpv3r3jgN5+4fQh+aXB67hQ6zUnx1nJAESIAESMCMQSeHviy++UCJLtWrV1BeTY449VooccYSsWrVKfQFDdBZaslIc/Qp/ZkdRsFfQbqxhFP7iZYPrYoU/q87e5599JkfVqqVSbk/4Q9zDvYJoxUQaxORxY8cK0n7RICQ2b95cTjzxRPm///s/gWsyhLbR990nZ511luNU8Qh/GGjG9OkCwxekGvtpcHyGIUvQ4refNdj7UviLl1xmXJdpzr74twj1P1FWwGr4PfPwww+rB09RbIsWLZK+ffsKHrL06dNHbr755ihug2tOAgGIQ4gQi22JCvcm6b6Ys+n55eTDt7c77iwR8TEJqCI3pIk7beQ2lcIF12tYSmCIwkYCJEACJEACYSUQSeHPbvCgAwsBZujQoUocCrpR+NMT9Zvqm8jZ+ElXTmQe+7WI6BkzZoyKyHRqbvX90D9e4Q+i48NTp8qLL75oJP5BlDznnHNkwMCBKgIpLI3CX1hOIn3rCDpVMF072bJli9x6662yYsUK9RDg7LPPVu81vFe7dOkiDRs2TNfSEpoX/27Onj1bjYEHGw899JCUKlUqoTF5cWYQ0KWFJir8mZolYJ6f1u9V6ZdOLdF1ZMYpJbYLU+OPxGbJnKsh+OEP3aUz50y5ExIgARLIVAKRFP5g3ADHUjiXOjV8SUFds06dOxvVvvN7uH6Fv86dO8uV7dsbT/OP2bPlmWeeyYpU3+rVq8vIkSOlYqVKRny2bN4sd911l/zwww8FIv6MBgigE77YP/XUU/L0zJn5RDik/8LZ968XXaSdJV7hzxoQUY2IMtr400/aOapUrapSmMMS5WdfKIW/AG7AiA+hi+6JWorUSy+9pH4XIQq3Z8+e6g/S/lPdDh8+rCIO165dKxe5/O4xXdfcuXNlyJAhsn//frntttvklltuMb2U/TKcQNDGHhYu03Rf9G/dqYosmrPVMQ0TUX90+Q3mJsSZfLJwp1ZkDWaW6I5CwS+6Z8eVkwAJkEC2Eoik8IcvJMuXLXN0aIXoUb9+faOabfEe+sSJE2XxokVSqVIlVT8NP2ObaeSb0xpMXH3jWfu6detUSuq+vXvl+OOPl/YdOsQzjOs1EKXG3HefqnWF8Tt27OjY30Q8dbrQHu2Zjog/+5qwln+/8YZs2LBBihYrJq1atZImTZq4fvmHQceHy5er+llICTz1tNNC4bYb+I2gGZDCX6pIh3eeZEUNpXrHI0aMkFmzZqkaodOmTVP/7qS6bdy4Ubp16yZffvmlXHbZZTJhwoRAloA0X/yOKleuXCDjcZDMIJDMaF3TdF+kU6KeHBzCnRrdVIO91yxzi3hqAAa7kvSPhnvr9+i+nKx2N07/SXAFJEACJEAC8RCIpPAXz0Z5DQmQQPoJUPhL/xmkewW6OmFR+8Lev39/Ve+zdu3aMmPGjLSYeSDy+frrrxc81AlS+Ev3PcL5w0dA974NqraZabqv9XsCwp8u5Tdq0cPhO23nFVkiINKt7WYYUVl/POu00ngp9sVDj9eQAAmQAAmEiQCFvzCdBtdCAhlOgMJfhh+wwfaS4QxqMG3gXSj8BY6UA4aYQLIjdf2k+7btXl2RQpSgU6PRR2puJBiC/C4AHlQ/0eJxwk3Nat1nwT2DBldiiHxo1t+FYX1cAwmQAAmQAAkkSoDCX6IEeT0JkIAxAQp/xqgyumOU6/xt3rxZ1b+Dyc+8efOkZs2agvIPSPlFg9M8/sTb9uzZIytXrpQff/xRDQHjELiT16lTR/03GlJx8WfTpk3Sr18/VW6gdevWMnjw4Lxp7evAmNu3/+6GivTdEiVKqNqEq1atkq+//jrP/Rw1Cp36WoOinuDWrVuVgQkMtCpUqKBKG+CaZcuW5c1Ro0YNadSokVGNXYyFNXzzzTe/f9kuXVo5IqMUAl5DeYRDhw4lzDXe8+B1vxPQvWchwgUlkJim+1omHrooRKwXKcGI1mIjARIgARIgARIgARIQofDHu4AESCBlBCj8pQx1qCfSpfUFlTaYzM23adNGCWa6BkMMuP36bRDPpk+fLk8++aTs2rWrwOV2h92pU6fKlClTXKewr+ONN96Q3r17q/7333+/HHPMMTJgwABVGxDt9NNPF4wJsTC2r90wBGIj9vbBBx+oax588EH5z3/+o4RPuBzbW7169WTUqFGq7qlTg4j4yiuvqH1YIqfVD+LfTTfdJKeccorcfvvtqp5vvFz9ngP7FySgE9iCjqzTRRXGrsiaF9Fli1/f5pjyG/TaeF+QAAmQAAmQAAmQQJQJUPiL8ulx7SQQMQIU/iJ2YElabpTTfZMh/CGyDWYhcApGg/B17LHHqsi8b7/9VkX2nXrqqXniXCLC3z333COvvfaaLF26NO904xX+IMw99thjyqDIMrlCRCTcx9HgLv7II4+oqEh7g+gHQxSIfog8REMkIoRHRFNiv2jnnHOOfPjhh7Jjxw4Kf0l6L5oMm+w0X2sNbhF8seu0Ig3dUoQZ9WdyuuxDAiRAAiRAAiSQDQQo/GXDKXOPJBASAhT+QnIQIVhGlNN9gS/IGn9z585V40EEa9euncD1HKKf1RBN99ZbbykDj1Kl/kxfNDX3sEfxXXDBBbJkyRLp0aOHcl1H+vD333+vTEog4JlG/JUpU0al4LZt21alG1vrXb9+vdx55515wuLAgQNV9J69vf3229KnTx8lEFatWlWGDx8u5513Xp4jeuwYuJYRf+l70zq5+WI1Qab5Yjw/df6sdF9cpzP6YNRf+u4ZzkwCJEACJEACJBAuAhT+wnUeXA0JZDQBCn8Zfby+NhfldN+ghb9x48apFF/UtXv44YdVjTuTFo/wB6Fv0KBB0qVLF8cpTIU/XHz55ZfLvffeW6CWH6L0ICwiRffcc89V6cWWMIiU5l69esmCBQvUfpEu3KxZswJrgdiJtOIVK1ao1yj8mdwRwfdJVZqvtXLTOn92Uc9NMKTDb/D3BEckARIgARIgARKIHgEKf9E7M66YBCJLgMJfZI8u8IVHOd03WcIfDDMmTZokrVq1MuIdj/DXuHFjefTRR6V8+fIJCX+IPIRo16JFiwLjIDUXoh0MP+rWratqFyKyD80uCl588cUC0RORhk5t9uzZMnToUAp/RndDcjrpounsEXdBzmxa5w9z2iMOGfUX5ClwLBIgARIgARIggUwjQOEv006U+yGBEBOg8Bfiw0nD0nTRPVGozeWW6ovU2eXLl2uJVqtWLV+U2/z586Vv377KxRYCGcaGKGa5+OoGikf4u/rqq1U9QV0zjfhDavCMGTOkevXqjkPp+NjFvAkTJqj0ZV2zi4SM+Ev9GxTmGXiPOrXOg2slZUF+6vzZxUdG/SXlODgoCZAACZAACZBAhhCg8JchB8ltkEAUCFD4i8IppW6NunTfKNTmchP+7OKZE02IXRC9rBZr7oG/hzjYoUMH9adixYqOhxKP8OcloJkKf6eddpoyG8nNzfUl/MHQA9eZpDVT+Evde9FpJl30XZVaxQUptMlofur8xa5DF/WXzPUmgwHHJAESIAESIAESIIGgCVD4C5ooxyMBEtASoPDHmyOWQFSj/tyEv48//lgQ2aZr9evXl06dOuV7GcYer7zyikyePFlQ385qxYsXVyYcvXv3zmf4gdfjEf5Qb++iiy7Srs1U+LM7ATsNpuNj/T2Fv/D/LtCZeiS7bp5pnT8QtKf7ukULJnvN4T9NrpAESIAESIAESCCbCVD4y+bT595JIMUEKPylGHgEpotq1F+Qrr72Y0L033/+8x+VRrty5Url9IvWvHlzJQpCMLMahb8I3OARXaIu2i8V0bh+6vzZywIgNXn+85sEP2NbvYalBH3ZSIAESIAESIAESCAbCVD4y8ZT555JIE0EKPylCXzIp41i1F+yhD/rqA4fPizvvvuujBo1StavX6/q/Y0cOVKuuOKKSAt/SPNFui+MTB544AE5//zztXfnvHnzpE+fPkr89EpRDvktHrnl6aL9UlF/00+dv9g03lS7EEfuYLlgEiABEiABEiCBrCRA4S8rj52bJoH0EKDwlx7uYZ81ndFF8bJJtvBnrQviH8Sv3bt3y0033SQDBw6MtPA3d+5cZV4CMQ8pzDAaKVSoUIFjgPCJ11544QX1GoW/eO9U/9el+/3op84fdmdP93UzJEmFaOmfNq8gARIgARIgARIggeQToPCXfMacgQRI4A8CFP54KzgRiGKKXpDC3549ewrU77M4LVu2TG699VbZsWOH+gkBzGrbtm2TW265RT755BNxM9twq9sXex7JrvH3008/yc033yyrV69WpiVIX27WrFmB22Lp0qXSq1cv+fnnnyn8pfDXhpvoZnfRTfaS/NT5i63fl27hMtlsOD4JkAAJkAAJkAAJ+CVA4c8vMfYnARKImwCFv7jRZfyFbrX+ml9SXpDSF6YWpPA3aNAgKVq0qBLEateunbdNiH333HOPvPbaayo1dtKkSdKqVau81yEYwvTjnXfekSOPPFLuvvtuufjii+XQoUOyffv2PDfgMAl/WPyjjz6q0n0R9Ve1alW588475S9/+YtKZ0aNw3/+858yceJEFQmISEf8HSP+UnP365xxU1Hbz75DP8JfbP0+N/GSJh+puY84CwmQAAmQAAmQQLgIUPgL13lwNSSQ0QQo/GX08Sa0Obeov9g6XglNFNDFQQp/1lhYWunSpaV8+fKyf/9+2bRpkxLHIIi1a9dOhg0bpgRAe3vppZfkrrvuyjMBKVeunLr2xhtvVBGCaGET/hDFh72ghp/V4F6MfW/cuFHt5dhjj1VC6OjRo1XUH4W/gG5cl2HcauulOk3Wj8GH0+8HnYAZxt8lyT9ZzkACJEACJEACJJDtBCj8ZfsdwP2TQAoJUPhLIewITqWL+sNWUi08eOELUvh7+umn5aGHHlLpvLGtWrVq0rNnT2nbtq0SAGMbouEQHffMM8/kiX/o07dvX+nWrVsohT8sCtGK06dPlyeffFJ27dqVty3s8bzzzhNEQW7evFl69OhB4c/rZgzodZ2hRzrEMp0IWbRYYdm/71CBHdvr/OFFmnwEdFNwGBIgARIgARIggYwgQOEvI46RmyCBaBCg8BeNc0rnKnUpfkg1bHVNZcHPTGwws9i6dat88cUXKk0XkXv169eXChUqOJpfxDL45Zdf5MsvvxT8bNCggVSuXNnounSzhAC4Zs0a9Qd7btKkiUpbRlu0aJGq84d03zvuuEO6dOmS7uVm7Py6CDlsOFZUSwUEXbpu4cKF5NChwwWWEPtggCYfqTglzkECJEACJEACJBAVAhT+onJSXCcJZACB3NxcKejfmQEb4xYCI+CWbpiOyKPANsaBfBNANOC4ceNUevMDDzwg559/vu8xeIE3AbdI21QaesSuNJE6fxiLJh/eZ88eJEACJEACJEAC2UGggPCHJ+v7DxzIjt1zlyRAAiklUDY3N6XzcbJoEnCr75VOISKaNKO56i1btqgahStWrJDjjjtOHn/8cWUEwhYsATcjjFQbeiQi/OHazoNr5RvCLeqPJh/B3kccjQRIgARIgARIINwECgh/+/bvl19//TXcq+bqSIAEIkegWNGiUrJkycitmwtOPQE3ow+IEWF0+U09pejOuGHDBilbtqwyMnFqqFs4fvx4ee6551Tdwr///e/Sr1+/6G44xCt3i6pLtzimewBQvMQR8tuegwWoOqUk61KYY52AQ3xEXBoJkAAJkAAJkAAJJEyggPCHOkM7du5MeGAOQAIkQAJ2AkeWLu1oTkBKJOBEwC39MNPr/WX6HTF16lSZOXOmXHjhhSp994QTTlBbPnTokCxfvlwZlXz22Wfq7xDt98gjj0jNmjUzHUvK9+dW1y8Mwpgu7b94qSPkt90FhT8nAyCafKT8tuKEJEACJEACJEACISRQQPjDGvfv3y+7GfUXwuPikkggmgQY7RfNc0v3qr3EP0T4sEWPAIS/KVOmeC68adOmqsYfRT9PVL47ROG9pUtDLlHqCNnjIPw5iZVM9/V9a/ACEiABEiABEiCBDCTgKPwh6m/Pb78J0m3YSIAESCARAoULF5Yyf7h0JjIOr81OAm6piGGISsrOU0ls16jf9+KLL8prr70m3333nUrntVrx4sWVK3Hnzp2lVatWjBJODLXj1W4GOrgg3Sm+9kU/M2a9MQGd+Y8uZZhmQcZo2ZEESIAESIAESCDiBByFP2tPEP5+3bMn4lvk8kmABNJFgJF+6SKfOfO61fvDLin+Rf+sf/nlF4GxWPny5ZWDL1vyCLiZeWDWsJnn+HH2xfqd6vy57TlMImfyTp0jkwAJkAAJkAAJZDsBV+EPcBD9t3ffPjlw4ID6w0YCJEACbgQQ4VekSBGB6IefbCSQKAG3tMQwihWJ7pfXk0AyCHiJfmGMgNPVIdQZfOiEPN04YRM6k3HuHJMESIAESIAESIAEPIU/IiIBEiABEiCBdBOg+JfuE+D8USbgJfrBMCeMNTN1abpHlisiv2wv+DBaJ+Tpfn+Edd9Rvte4dhIgARIgARIggfARoPAXvjPhikiABEiABBwI6EQAqyujd3jbkEBBAlEV/bATXT3CyjVzZNOGvQU2q4tapMkH3xkkQAIkQAIkQALZTIDCXzafPvdOAiRAAhEj4FXzi+JfxA6Uy00qARPRr9U1lQWRb2Fsfp19sQenOn/4e126L+uEhvHkuSYSIAESIAESIIEgCVD4C5ImxyIBEiABEkg6AS/xj1/kk34EnCACBLzce7GFKJhb6N7vJY88Qn795U9HaOtIdMKfjgfTfSNwM3OJJEACJEACJEACCRGg8JcQPl5MAiRAAiSQagJeTr9YD7/Mp/pUOF+YCHjVxIyK6Id16oS/WseXkPWr9hTA3vySCsrtO7Yx3TdMdyjXQgIkQAIkQAIkkEoCFP5SSZtzkQAJkAAJBELAVPwLcxpjICA4CAnEEPCqhRkl0Q9r1e3nmMal5ZtPdhU4f7eIX126bxgdjXljkwAJkAAJkAAJkEBQBCj8BUWS45AACZAACaSUgKn4ByGgUcvclK6Nk5FAqgng/bD49W2Cuni6hkjY5peUFwhdUWk64a/BGWXks/d3FtiGm4inqxnICOGo3A1cJwmQAAmQAAmQQDwEKPzFQ43XkAAJkAAJhIaASYQTTT9Cc1xcSBIIeJl4YMooin5Yt642HwR9vObUdHX+3NJ9dSnCSTguDkkCJEACJEACJEACKSVA4S+luDkZCZAACZBAMgiYiH8QPpj6mwz6HDOdBEzq+UU5ok0naiKyb/eOAwIxL7a5mZboflcw3TeddzHnJgESIAESIAESSCYBCn/JpMuxSYAESIAEUkbAVABh6m/KjoQTJZEABDGk9joJX/ZpM0HQembMekeSuqg/t+g9t3RfPhhI4g3LoUmABEiABEiABNJGgMJf2tBzYhIgARIggaAJIPUPAqCXGBLVtMegeXG86BHAvY17XJfmat9RpqS465x9m55fTj58e3uBQ3Qz+EBnnclHpvCK3l3NFZMACZAACZAACSSTAIW/ZNLl2CRAAiRAAiknYGL6YS0KX/TrNiyl6p+xkUDYCZhEtWIPmSZs64S60y4oK8ve+rnAsXlFOeo4el0X9vuD6yMBEiABEiABEiABJwIU/nhfkAAJkAAJZCQBKyrKJPqP6b8ZeQtkzKZM72VsOBPFK11dPqT04jWnpjP4QF83kw+3+oAZc0NxIyRAAiRAAiRAAllFgMJfVh03N0sCJEAC2UXAtA4aqCBKCgIgIwCz6x4J8279CH7YR6amqro5+25cv9cxtd9N+AMrpvuG+c7n2kiABEiABEiABIIkQOEvSJociwRIgARIIJQEEBWkEwhiFwwBsEqtHCUCInqKjQRSSQDRaGtX7pZPFu4wnhb3aeOWZTL2fnVz9i2de4RjvUM3gw+A1aX7RtkB2fiGYUcSIAESIAESIIGsIkDhL6uOm5slARIggewlAPHgk4U7BT9NG6MATUmxXyIELLEPP01MO6y5Mq2Wn46hmxNvo5a5jum+XgYfTPdN5I7ltSRAAiRAAiRAAlEiQOEvSqfFtZIACZAACSRMwE/6r30yiCwQGRBhxEjAhI8h6weA8LR7xwEVieonus8Cl6lpvbob45kx6x1fOuvyCrLg1YJ1/kxqHTLdN+vfhgRAAiRAAiRAAllBgMJfVhwzN0kCJEACJBBLwG/9tFgREOnAEBcoBPLeMiFgF/p+Wr/XV+SpfXzLiCbbnKhfeeQHx1p+rTtVkXnPbnQ8gs6Da7keja52INN9Te5o9iEBEiABEiABEogKAQp/UTkprpMESIAESCApBPDlHyKgl/uv2+QQCkrlFsknAlIQTMpxhX5Qu8CHxSYi8lHw+5OALjoPLryLX98Wl8EH031D/3biAkmABEiABEiABAIgQOEvAIgcggRIgARIIPoE4qkBaLLr2MgsCIRsmUMA6bpoiQjHbjS8TCoyh6T7TmDQ41T/EHzw9061O03Y6QRFrxqB2cKd+yQBEiABEiABEog+AQp/0T9D7oAESIAESCBAAhAQfhcS9iZNzAlwuRwqAwlYjtL4yfY7AV1arsVIJwp6MWS6L+8wEiABEiABEiCBTCdA4S/TT5j7IwESIAESiJuAFQWIqK5kRXTFvThemFEELLEPtSOzrX6fyUHqBDrU2QQ7RATGNpOoPab7mtBnHxIgARIgARIggSgToPAX5dPj2kmABEiABFJGgCJgylBnzUQU+8yPGu8/pOXGNgh/jVuW0b6GGoBeTZfua+IM7DU2XycBEiABEiABEiCBdBOg8JfuE+D8JEACJEACkSNg1RNjSnDkji6tC6bQlxj+Z8asdxwA7r2619p2r+4ZQakTFenum9h58WoSIAESIAESIIFwEKDwF45z4CpIgARIgAQiTgDiwa4dBwVpwXByRWOKcMQPNY7lI0oMjs52p+ffHZ9p6hIHznyXvPLID1r33vnPb4rL2RcTuKX7mhiEJLovXk8CJEACJEACJEACySRA4S+ZdDk2CZAACZAACfxBwKoRaLnAEky0CcS6M1PYS/556lJykc77ycKdcTv7YuU612Cm+yb/XDkDCZAACZAACZBAcglQ+EsuX45OAiRAAiRAAiRAAiQQAAGdOIeoPMuNO3YaE4MPXKNL98VrEBYhALKRAAmQAAmQAAmQQBQJUPiL4qlxzSRAAiRAAiRAAiSQZQR0wl/jlrmCCMx4nX0tjLqIQozfqGVultHmdkmABEiABEiABDKFAIW/TDlJ7oMESIAESIAESIAEMpgAzHR04h4i+3SuvybOvsD26cId8snCHQUI0uQjg28qbo0ESIAESIAEsoAAhb8sOGRukQRIgARIgARIgASiTkCXjmvV4UvE2Rds3Ew+mO4b9buH6ycBEsg2AocPH5b//ve/Mn36dBk5cqQcffTR2YaA+yWBPAIU/ngzkAAJkAAJkAAJkAAJhJ6ATpizIvLcXH9NzVd06b6mtQJDD5ELJAESIIEsIfDzzz/LLbfcIh9//LE0b95cJk+eLGXLllW73759u0ybNk127tyZEI369etLp06dCozxww8/yPXXXy/r1q1LaHxcfNlll8mECRMSHocDZDcBCn/Zff7cPQmQAAmQAAmQAAlEhoAuqq/z4FpaZ16Yf0C4M2m6dGKm+5rQYx8SIAESJInzSQAAIABJREFUCBeBpUuXSp8+fZTQ17NnT+nevbsUKlRIghLmdKJcUONT+AvX/RTl1VD4i/Lpce0kQAIkQAIkQAIkkEUE3KL6UKMPwl1s8xOt55bu60dAzKIj4VZJgARIINQEXnzxRRkxYoQULVpUpfy2adNGDh48KFu2bFE/E2klSpSQcuXKFRjCEv527NghDz/8sDRt2tT3NFOnTpUpU6Yw4s83OV7gRIDCH+8LEiABEiABEiABEiCBSBDQpeKiBt+uHQcTdvYFBJ17sFVLMBKguEgSIAESIAFFYN++fdK/f3+ZN2+e1K1bVwlxderUSSodCn9JxcvB4yBA4S8OaLyEBEiABEiABEiABEgg9QR0ohyi8UrnHpGwsy92pDMRwWs0+Uj9mXNGEiABEkiUwNdffy3dunWT4sWLy6hRo6RJkyZqyC+++ELwmt+GKL8zzzxTRRE6NQp/fomyf7IJUPhLNmGOTwIkQAIkQAIkQAIkEAgBnfDXuGWuNGqZK241AP0sgCYffmixLwmQAAmEn8Dnn3+uIv6Qnms1K53W7+pPP/10wbVHHnkkhT+/8Ng/LQQo/KUFOyclARIgARIgARIgARLwS0BnvmHV8QvC2RdrosmH35MROXTosP+LeEUkCRQuXCiS6+aiSSCWgCX8NWvWTK688kpPQBs2bJAnn3xSGjRoYCT80dXXEyk7pIgAhb8UgeY0JEACJEACJEACJEACiRHQpeFa9fd0kXp+jTncTD6yOd0XXNb+YaDy0/q9snvHAcHfsWUnAbhdl8ototLs8d9VauUI3otsJBAVAn4NND788EPp0aOHHH/88RT+onLIXKciQOGPNwIJkAAJkAAJkAAJkEAkCOiEP4gObbtX1xpz+BX+AEMnImabyQfckiHuOTkmR+Km4SJTSgDvRTRE4dZtWEoJgmwkkGoC27dvl2nTpsnOnTvzps7JyZHrrrsun7FHsoU/uvqm+uQ5n44AhT/eGyRAAiRAAiRAAiRAApEh4FbHzysV2M8ms9nkw4rs+2ThDj/I2JcEChCA8AcREDU42UggVQQscw17qm3ZsmWVo2/Tpk3zlpEs4e/gwYOyZcsWOXz4sJQvX16KFSuWqq1zHhJwJEDhjzcGCZAACZAACZAACZBAZAi41fFD6iki9WJbvFF62WbyAcFv8evblLMxGwkESYACYJA0OZYXgT179sh7770nv/32m+zdu1eefvpp2bx5s1b4a926tQwePNhrWOUCfMcdd8gJJ5yQL9V369at8v7778uBA8kvfeDlKOy5CXbISgIU/rLy2LlpEiABEiABEiABEogmAZ0Yh9p7qDcGYdCpdR5cy/eGs8Xkg4Kf71uDF8RJgAJgnOB4WdwEfvnlF7n11ltl1apVWuHP7+Cxrr5W7b+ff/7Z71C++3s5CvsekBdkBQEKf1lxzNwkCZAACZAACZAACWQGgcWvb3WsN2fV8QvK2Re03Ew+4qkbGMYTQA2/IFJ6WcstjKebnDUFYeiC+6XVNZVZAzA5R8RRbQRMhL86derIKaec4skNwt6CBQukSZMm+SL+vv32WxVViOhCe9u4caMsXLhQkGZ81llnBZLyW7NmTbnhhhukRIkSnutlBxKwCFD4471AAiRAAiRAAiRAAiQQGQLxCn/xuvHq5rMMRSIDLmahEG/mP7/Jtysv0qarKvfWHDXi766uNHCI6n0Q77ot8e93Z+eDKj184/q9vu4nRv/FS5/X+SHgJvzNmzdP3n33Xalbt66ceeaZUr9+fSlUqJDj8EgVRqrvO++8I5UqVfIU31Dfb8SIEfLCCy9Ix44d1X/rxvazH/YlgXgIUPiLhxqvIQESIAESIAESIAESSAsBLwMPL2HQ76Ldov7iFRP9riHo/n6i/CxxBkIfRD82EnAjYBnD/LR+r3GtyHhrcPIkSMCEgJvwh+sRlde/f3/59NNPZeTIkdKmTZsCw+7fv1/uvvtuefnll5Xg17dvXzniiCNcp1+7dq38/e9/F0QJPvTQQ3LGGWeYLJd9SCApBCj8JQUrByUBEiABEiABEiABEkgGAS/hz+v1eNakqysYxag/nTAay4XRWPHcKbzGTgAiIERmvCe9GlN/vQjx9XgJeAl/iMx75JFHlDgH44zJkydLs2bN8k03d+5cGTJkiBQvXlwefPDBAq87rW3mzJkyevRoqVixojRv3lyKFi0a1xZycnLkuuuuE6Qjs5FAvAQo/MVLjteRAAmQAAmQAAmQAAmknABSCt2ce3XCXyJRRbo5sfkoRf3pBEz7IVLwS/ktnfETmprHUPzL+FshLRv0Ev6wqH379snQoUPl1VdfVSIdxD/U5UPbsGGDdO/eXdasWSM9e/ZU/22Ssjt16lSZMmVKwnuuXbu2zJgxQ6pXr57wWBwgewlQ+Mves+fOSYAESIAESIAESCByBHSpt1b0nZcwGO+GdaJZIoJivGuJ5zoT0a9xy1xp1DI3nuF5DQl4EoAojwhAN3MQin+eGNnBJwET4Q9Dfvfdd0rYg6g3ceJEOe6445QgiNp8L730klx++eVy7733Ght0oB7g119/7XO1f3bH9RD8TjjhBHniiSdUXUE2EoiXAIW/eMnxOhIgARIgARIgARIggbQQeGbMesd5Ow+upf5e93rb7tXjNqLQRRJivrBH/ZmIfmHfQ1puNE4aOAETUxmKf4Fjj+yAe/bskffee09+++03qVatmlGKbexmnYS/pUuXyo8//liAy/fffy8VKlRQKb2WGPjUU08psa9r165StWrVfNcUKVJE1e7DNUG32bNnqyjE008/PZ+DcNDzcLzsIEDhLzvOmbskARIgARIgARIggYwh8MojPzhGDVnCntfr8YBwEyzCHPXnVdMPIkvzS8rTuCOem4LXxEXAMgD5ZOEO7fVRrJ8ZFwxe5EoAUW/dunWTTZs2qWi79u3b+ybmJPzBzGPOnDm+x4q9AOnADz/8sDRt2jThsWIHQJow0oUvu+wymTBhQuDjc8DsIkDhL7vOm7slARIgARIgARIggcgT0EWwWVFrXq/HCyBqUX9utQnBIMyCZbxnxOuiQ8DLXbpew1LS/JLgI6miQ4grhakGRLoqVaqodNd69er5gnLw4EGZNm2aMu6ACy+cedu1aye6iD9fg4tIsiL+YDiCfb/22mty6623ym233eZ3aexPAvkIUPjjDUECJEACJEACJEACJBApArooNogEEAu8Xo93s25Rf2GLUNLVQrT2TtEv3ruA1wVJwE1MxzysOxkk7eiNNW7cOHnyySfl3HPPlfvvv19KlChhvAmkCaNW3/PPP6+uKVy4sMAht2/fvtKxY0clBIa1oTYgIh1/+uknFe138cUXh3WpXFdECFD4i8hBcZkkQAIkQAIkQAIkQAK/E/AS9nRiQhARRG5ChSU8huGc3Or6UfQLwwlxDRYBt8g/pqJn732ye/duZbaxePFiueOOO6RLly7GMH7++WcZNmyYzJs3T9XrGz58uBL+8BP1AhE5eNVVV8l5550nNWrUiEsERDThli1b1JoqVqxoNAauWbJkiaoZWLNmzbz9lCtXTomaSEv+5JNPlKvwZ599pgxGHn/88QK1BY1BsCMJ/EGAwh9vBRIgARIgARIgARIggUgR8BL2kuXsC0hRiPpzEydpnBCpWz1rFutWi5JCddbcBvk2umHDBrn++utl7969Kl23fv36xiDWrVsnPXr0kG+//VaJh927d1fX/vvf/1a1Ai3BzmRAuOkienDXrl2O3RGNh8jEokWLmgynXIJnzZrl2ReC5ciRI6VNmzaefdmBBLwIUPjzIsTXSYAESIAESIAESIAEQkXAS/jTpbkGlY7rJqwFEVWYKGydqzHGpXtvonR5fTII4D27+PVtAtHeqYUpmjYZ++eYBQm8/fbbcvvttytX2wcffNBXmi9Gg+kGGkS/QoUK5U0AEe/NN99U5h5fffWVbN68OW78iNybNGmStGrVyniMmTNnyujRo7X9kYLcuHFj6dWrlzRv3tx4XHYkATcCFP54f5AACZAACZAACZAACUSKgElEXzKcfS1IbiJFulMT3SKnKPpF6jbPusVGIZo26w4ljRt+9tlnBSIZov6uvfZa3ytBWi3Se+2in+9BeAEJZAgBCn8ZcpDcBgmQAAmQAAmQAAlkCwGTiL5kCn/g7GaeEVRkYTznqYv2Y7pkPDR5TaoJRKWGZqq5cD4SIAESSIQAhb9E6PFaEiABEiABEiABEiCBtBDQCVydB9dS6/EyAAli0W6mBOlI+c30aD8Uvi9SpIhnyh8ifdauXSvHHHNMSqJ99u3bJ//73/+UYUBUGtId33vvPWV0gNppxx57rOvSkQ75wQcfKAODM888U8qWLZu0reqMadIpqCdtsxyYBEiABFJAgMJfCiBzChIgARIgARIgARIggWAJeEX0pUL4c0tNxG5TnVqrE0PTIUIGe9q/j4ai+C+++KKcc845qpj+kUceWWCaH3/8URXvh3Mm+gdVGP/zzz+Xhx56SG644QY57bTT8gRFzNOnTx+BAUCU3Dfnz58vffv2lTJlyijjhAYNGrge2cSJE+Wxxx6TJk2ayKOPPppU4U+Xyp+O91Qy7mOOSQIkQAKpJkDhL9XEOR8JkAAJkAAJkAAJkEDCBLyEPy8DkIQX8McAYXHQdVtH2+7VBdFSqW6IvIN7Jn4iKu7LL79UP7dt2yZff/21+m8U1y9VqpSMHTtWjj76aO0SEXHWtWtX1f/vf/+79OvXz7Hvzz//rIS4xYsXS8WKFWXy5MnSrFmzhLaOdfbv31/mzZsnJ598skydOlWNjbZx40bp1q2b2tvAgQPlpptuMprrhx9+ULXL4D7q1G677TapW7eu9O7d22g8Xaf7779fLrroonwv2/dj4kj6008/yc033yxr1qxRYmqHDh0SWpPJxbqoP6asm9BjHxIgARLIT4DCH+8IEiABEiABEiABEiCByBHQCQNWlJ2JAUhQm3ZLsU1VeqKOR5DRfhC+3n333XzYkFK7devWvL9DOu727dt9oc3NzVViGiLpdG3RokXK5bJo0aLKrbNp06bavt9++6306NFDpfvCFRPiXyKpqS+//LIMHz5cGQVgrPPPPz/f3DAggHBZu3ZttbY6dep47t8S/jZs2CBVq1ZVKbRoFj8IfyeeeKLcd999nmO5dRgyZEiB9cItFeIo0nxbtmwpVapUcRwiJydHrrvuOkF/RFhCoD377LOlZMmS2ilr1qypoiJLlCiR0LrdamimOpI2oY3wYhIgARIIAQEKfyE4BC6BBEiABEiABEiABEjAHwGvVF4TAxB/M+p7e6X8pkL806X5BhntN2fOHBX5Fm8rXbq0lC9fXl2O+nvlypUT/N3xxx8vZ5xxhtSoUUM7NCLNZs2aJWeddZY8+OCDnsKSJdYhlXX06NEqPTiehshERPR9//330r59eyUAQny0N0Q13nrrrbJixQq54oorVFRcsWLFXKezhD90mjFjhlSvXl31t9KZJ0yYIIjGC7pBWMRaUa/Pq0EsHTp0qErt/eabb7y6q9dPP/10JeI6pWEbDWDrpBOzG7fMlUYtc/0Ox/4kQAIkkLUEKPxl7dFz4yRAAiRAAiRAAiQQXQJewh925pUOHOTu3SKUME+QkXex63ZL87XMToLY68qVK1X9vKOOOipP2EKkGoQ7S+iB4HX48GElYKFNmjRJRZUl0qxU09WrV8sdd9whF1xwgSxfvtx1yP3796tINUT8uYlQMLWAuYVTs6cNH3fccfLII48IItqcmhVFh3lN0mGdhD+kQN9yyy2yY8cOeeqpp/KE0C+++EKlRps2GKBASK1QoUKBSyDiTZkyRdUkhCCK6MSPP/5YUBvRSWiEKImIxhNOOEFFH0IMRH+s9S9/+UuB8XH+mLdQoUKmy9X205nnMN03YbQcgARIIMsIUPjLsgPndkmABEiABEiABEggEwiY1PBLpfAHpm4CHF5PlmChE0GTKTa63UMffvihSrVF80rLNbkXX3rpJbnrrrtUVBwMJlatWpVw7TtrXqTUIgIutqEOHgQ8zA3hELXy3ARMCH533323zJ49W9X/GzlyZIEUW/scTsLf+++/Lz179lSuuRBMrchCRNBBrDNtEOecuC9dulSl+CIVG/uGyAgBFftH2i/WbDdDQX+kVyNK0BIzP/vsM+nevbvs3LlTBg8eLB07dgxE5HPamy5dPxURtKas2Y8ESIAEokCAwl8UTolrJAESIAESIAESIAESyEfARPgziQoMGqsuSsmaB6JFq2sqB2q2oRM401ULLUjhb8+ePUp8WrBggRKZIEAhpRYCWxANKcCtW7fONxQiFhHdBxdfNIhxELu8othijUXcxD8n4c8S+BDV2KVLl7w1WX8Pc5Nrr71Wu+3du3fLsGHDVG3DWOHvu+++U/tA5CAETAiZEDTte0XqtWWGgr2AO8Q/1DSEEGnV7fvXv/6lhFi0WLEwiDOxj6FLYU/XvR30/jgeCZAACaSCAIW/VFDmHCRAAiRAAiRAAiRAAoESMDHvSIfwh02aiH+IxguqTplOHAkyzdfP4QUp/C1cuFBF9yHqTBed52dtXn0hhE2bNk1F2MGN2LRmnzWuXWBD/UIIZJdffnkB0TBW+IPohn0irRfz29OPLeHPa/9W/T5ERNqFP6TxwnEYIh5SmyFoWg7KEAuRrn3PPffIP//5T+U0DMEPgh6iHRG9iP5NmjTJQ2eJhRBH4bCMyMHYuodenE1fZ50/U1LsRwIkQAJ6AhT+eHeQAAmQAAmQAAmQAAlEjoCJeYdJVGAyNo61QfzD/G4tCJMC3R6TlVZswiso4Q/ptjATgZswmpPwtW7dOtm1a5ecdNJJnkuDYPXkk08qMevcc88t4PQLoQ+iG4Qu/He8jsAQ7/r166ci7yCqIUqvb9+++QxJYoU/RNjBRAT1EmPNSxIV/sARwt4777yjIveaNWumWIEd0nxRs9GKMIQ5B9J+J06cKC+88IIMGDAgX/QhrgMbCJwQFDGWl5GJ58G4dEjXeziRNfNaEiABEggbAQp/YTsRrocESIAESIAESIAESMCIgFekm0lUoNFEcXSC+Ld25W75ZOEO16uR+ovov7oNS8WV/htGYSQo4c8e7eck/CHiDCIZBDoTp9/NmzcL0mW/+uorFYU3duzYvEg8pBRD7Hr++ecTEv2sw0ZKLUSzL7/8Uv1VvXr1VNQdUouRMhwr/C1atEg56KLPTTfdlO+eCaLGH8Q/CHW1a9dWY0MERVTfc889pxyWESFovWa9jvp/jRs3LiDsWWuHCUkQNRzd3iDpfA/H8bbnJSRAAiQQSgIU/kJ5LFwUCZAACZAACZAACZCAFwEv8w6TqECvORJ53VT8wxwQAJVA1LCUVKmVI6VyixgJgbq04nQZe2APQQh/EOIQJQe3XKvFRvxZZhiIqjMRoCCuIY3VMrJAGi/a+vXrZfjw4bJ48WL1/2effbaMHz++QESg33th69atatz58+erS7HOFi1ayIQJEwQptkirRYNzLlx8n3nmGWnfvr26xp46awl/jRo1Uqm6unbgwAH54IMP1P68eDgZd5juLwzCHw0+TE+L/UiABEhAhMIf7wISIAESIAESIAESIIFIEvAS/rApkz7J3rxXzb9E5i9arLDs33eowBBBpBHbB3333XcF6agmbcOGDSqlFg3RazVr1jS5TIoXL65EN5hIvPzyy0oAy8nJkZNPPlmZe8QKf1ZNO4hdXvXvsABLQENqK9yB69atq9YFgQ6puRDDLr30UmWCUaTI70JsIg3mGSVLlpTp06crsxDsD1GFZ5xxRoGIP4iCSPX99ttvlcEGDDWshtRhRBBC9LPX/otdG5yFlyxZouohYo4KFSo4Lh+vo54gIirtRh+me02l8KcT77HWIkULmS6Z/UiABBwIFClaWGqfUEKaXViefDKcAIW/DD9gbo8ESIAESIAESIAEMpWArvC/3fEzDMIf+EPAmP/8JvUzFa35JRVU9GBQDXXqkPqZzIZUU0S/HTp0SLnorl69WtXHK1++vErldRL3LDEPtenw3xDbnBoiCCF2oc7dxRdfLOPGjcsXVQex8qOPPpJLLrlEBg0aJHPmzEl4q/b1IqoQcyAtGc3J1RdzwtEXe8F+f/31V0FUIyL54mkwDDnzzDMLGG88+uijyrwEQiRERgiKiD5Ezb9Em9c5+B3fTfjzOxb7kwAJOBM4+axcadgil3gymACFvww+XG6NBEiABEiABEiABDKZgIlrr04cDFoYM+HsJ/XXZDy3PnbxM9GxcD1ELKtendd4iDzbtGmT6la5cmVjx9cqVaqoiLidO3eq6DdE+yFlde7cuUqochL+TNOK16xZo+r7bdy4UdW2s9J8nfZy7733CiIc7Q1Rctu3b1diWaVKlQq49Fp9UTsPtQSRbnv//ffLRRdd5IjLSfjbtm2bcsiFKQgMRpDu26NHD+NIy9iJnEQ4RDX26dNHtmzZolKZwbdatWqhFf6wJ10tT6/7kK+TAAmYEahWp7hccFVls87sFUkCFP4ieWxcNAmQAAmQAAmQAAmQgInwZ9In1SRNXX8TWVfQwp+ftZiKcboxIZ6NGDFCOfV26NAhL0XXSfgzTfeFeAiH4OrVq+dL8zXdlxVZeNlll6kafbpmX49f4Q9jYt+zZs1S9Q1PPfVUJfwhJRmuvKVKlZIVK1YooQ4iqb2BOdKAkSaN1GBEDp5wwgn5oiDhxIs0ZqQNo1nCX9OmTU0xqH6pTPXFfLqoXV+LZmcSIAEtgaq1c6TV1fl/pxBXZhGg8JdZ58ndkAAJkAAJkAAJkEDWENA52trr24XR9dY6ICsCEGsMOgU4HRGN1r4SFf4wDqLrIHQVK1bMVfhDX0QJomafLs3UEhJfeOEFxzRfkzfMkCFDVN3Bq6++Wolzupao8Ddz5kwZPXq0tGvXTq688kol/B1//PGKwRtvvKHm/tvf/qZ+gg0ahDxESOL/p02bpqL57Nch/Rn1GRHpBwMTRBIinRp/H2sCsmrVKrnvvvtUdCTq/zm1VAt/jPgzuUPZhwTiJ9CoZa7g3022zCVA4S9zz5Y7IwESIAESIAESIIGMJmAi6m1c/5sg3Te2ValVXBAVF5YG4W/j+r2C9e7acVB27zhgJAamytzDD6cghD/7fFa0nc7Aw3LrhaDl5GaL1FsIWRDIvNJ8nfYJB15EykE0QyRdly5dtDh27Nght956qyxbtsx3qi8GhbiHWoSILITIaBfwDh48qFyJP/30UyXOoVYhRE1EID7xxBNqj4hqRK1C+3UwKkHEIIRLpCpjL7Nnzxas1c4LKdp33323eg11/5BufPTRRxfYayqFP9b48/POY18S8EfgiCKF5OgTSwoeFLFlNgEKf5l9vtwdCZAACZAACZAACWQsARNRTycclM4tIm27V488G51jcNCuvn5ApVr4s4S9r776SgYOHKichO3NEgZzc3OVQFavXj0/2xGrPiCEMphutGjRQnu9JYohwg6C5WmnnebY16nGHzpCdBs6dKhjxB8i9N5++20VuQfX3zFjxsg333yjRD4YeSDaDynAFn8rUhDGIugDThD9Lr/8crnhhhsKCH+YHwYklrEK+qHeoRVZaG0klcKf7j2OtXQeVMvXObIzCZBADAEaY2fNLUHhL2uOmhslARIgARIgARIggcwiYCL8Yce6VEEIfxAAo9xMoh5Tvb9UC3/Yn1Ub79xzz1WRdqh1ZzU4+D755JNy4YUXyqRJk4zNRqzrX3rpJbnrrrvkqKOOkqeeekpq1KjhKfzFRtPFXmCJZ3AbRpQd6vFBLERk3scff6wiCxs0aJAXuYd0ZkTk7du3T4l96F+4cGF55JFH5JVXXpEBAwZIq1atlEiHWn6IOrSEv9KlS8uoUaMUE0QMIhUYLr66NaIeIlKbMR+4os6ivaVS+NPd32GL2E31e4zzkQAJkIAfAhT+/NBiXxIgARIgARIgARIggdAQMI3m05kDZILwZyp+pvLQ0iH8WeYdFSpUUJFvMLpAg5gGp1yIaYhea9++vS8UEOYgli1YsEA6duyohLBChfRhMqaimNUP4lrVqlVVeq7VjjvuOCXowYHYStlt06aN3HnnnZ5rR51DpPxCCLSEP0QKQjA84ogj1B+vNdpTfo855hiVDly7du28ub2u91ykjw5hFLZ9LJ9dSYAESCAUBCj8heIYuAgSIAESIAESIAESIIF4COii+ToP/jMNEDX+IJDFtnQ638azV6drTMXPoOYzGScdwh/ScSGS1axZU/r165cn/L3//vsqvRXiVzxpvi+++KIS+0qWLKlq3p1xxhmuCKy9o7/bfPZUX9Tz+9e//qXGRWowhMpatWrlS9lFBN7q1avz5kZKLqIY4XwMExCrIeU3JydHUA/RLvzZF20i3KEe4qBBg6RTp07Stm3bfGKnyfUm94lJnzC6cpusm31IgARIIEwEKPyF6TS4FhIgARIgARIgARIgAV8ETKL5Ml08CJuwmQ7hT3fTWI6/8aT5Ll26VNXTQ2qsrt5d7LyowXf77bdLtWrVZMaMGVK9unMdSV2NP/t4sbX6IF5azXrtrLPOUuYeptehX6LCXaLX+3mDm7y//YzHviRAAiSQjQQo/GXjqXPPJEACJEACJEACJJAhBEyEgUxPF9QJf/UalkqLW2NYhL9E0nwh4KGuH0Q/N4db+9sIDruIDnzhhRekefPmKkKwVKlSju80Cn/ev4B071tcaY/o9R6JPUiABEgguwlQ+Mvu8+fuSYAESIAESIAESCDSBEyi3TJd+NPtL13OxckU/mBKgVp3n3/+ued9i1p1mzZtUv0qV67saOoBF1xEBeInGmr6Pfroo/L444/LwYMHVf09vH7qqaeq1zHmkiVL1E+k0sJgAw019KZPn65ceXGdk7uwfcFRFv6s80W9QNT/O/nkkz3PIp4OOsfqdAna8ezkldCDAAAgAElEQVSB15AACZBAGAhQ+AvDKXANJEACJEACJEACJEACcREwSeMNowFGXJvVXKSr84fu6ahjmEzh77rrrlOOtR988EEgCGFagZTcMmXKyKxZs9R/I8oPDSYbY8eOzasXaE3Yv39/mTNnjnZ+RPtNnjxZypYtq+0TpPCH+n+oZXjgwAE1H4xIsL5LL71UpQHHmpH4SdV96623ZMyYMfnG2LZtm+zatUs5C6OOYaVKlQI5i9hBdNG8zS+pIBD/2EiABEiABMwIUPgz48ReJEACJEACJEACJEACISRgIvxh2SYmICHcnvGSwpTum0zhDwYeW7duVRF2QTRErVWsWFEZaVj1/IoXL64cfHv37i0lSpQoMM3MmTNVRODmzZvzvYa6fq1bt1YmI7m5ua7LC1L4gxB5ww03yNq1a/PmxL5gztGlS5cC6/Aj/FlnibRpewOjkSNHCtyGk9F0Yj3mygQ37mQw45gkQAIkoCNA4Y/3BgmQAAmQAAmQAAmQQGQJ6NJcG7fMlUYt/xRfTGoBRhaCiLil+7a6prIg7TdVDcIcItDQ4IJboUKFhKaG0Pbss88qh1knISuhwW0Xv/baa/LRRx9J165dtaYcQc21fft2mTZtmhquW7duAjfe2LZy5UoZNmyYICpx1KhR+eoFQvhE5B0cfCHCIc0YTr9oEP1atGghrVq1Uv8d26y59+7dK4igrFOnjnZbSH1+77335Lff/nTFLl26tDRt2tQ1ojFRTmESshPdC68nARIggXQToPCX7hPg/CRAAiRAAiRAAiRAAnETMK3fZ1ILMO5FhOBCt3Rf1kQLwQFxCcYE3KL9mOZrjJEdSYAESCCPAIU/3gwkQAIkQAIkQAIkQAKRJWBav880JTiyIEREt0dE+zW/pLxUqVU8ytvj2rOEgE6kx/bp5pslNwG3SQIkECgBCn+B4uRgJEACJEACJEACJEACqSSQqPAXmxKcyrUHPZdb1B9EPxh9sJFAmAnoInixZkb7hfnkuDYSIIEwE6DwF+bT4dpIgARIgARIgARIgARcCejELkS5wQTAaqYpwVHHrYv6w74ySeSM+jlx/QUJ4L08//lNgp9OjdF+vGtIgARIID4CFP7i48arSIAESIAESIAESIAEQkLAxLHXNDIwJFuKexluUX9M+Y0bKy9MAQG3FF9G+6XgADgFCZBAxhKg8JexR8uNkQAJkAAJkAAJkEB2EDBx7HUTxDItksgtXRLiX6pdfrPjLuQuEyHgJvoxTT0RsryWBEiABEQo/PEuIAESIAESIAESIAESiDQBE+EPGzTtF2kYIipVcvHr2wRRjk4tNg066vvl+qNN4NOFO+SThTu0m0BtShrTRPuMuXoSIIH0EqDwl17+nJ0ESIAESIAESIAESCBBArpooVjBIFuEP+B0i3DE6/UallJmCWwkkE4CuhR8a02sS5nO0+HcJEACmUKAwl+mnCT3QQIkQAIkQAIkQAJZSkBnaBEr/OkEwkytH+aW8otbhZF/WfqGCcm2vSL9mOIbkoPiMkiABCJPgMJf5I+QGyABEiABEiABEiCB7CagE/5iBT3TfplE00tcYc2/TDrt6OzFzX2aonR0zpErJQESiAYBCn/ROCeukgRIgARIgARIgARIQENAJ27FpgnqIuAyOe0VKb9rV+52raEG8a9Ry1yV/stGAskk4FV/0hL9aECTzFPg2CRAAtlGgMJftp0490sCJEACJEACJEACGUbAVNDT9cv0lEJTsQXCHwRANhJIBgHU84PpDO5Ht0Yzj2TQ55gkQALZTIDCXzafPvdOAiRAAiRAAiRAAhlAwFT40xkJZLrwhyM2ifxDP0T/UQDMgDdFiLZgIjxb917zS8rTwTdEZ8elkAAJZAYBCn+ZcY7cBQmQAAmQAAmQAAlkLQE/gt4zY9Y7cuo8uFbG8zMV/ywRhum/GX9LJHWDuN+Qhg9h3qux1qQXIb5OAiRAAvEToPAXPzteSQIkQAIkQAIkQAIkEAICfoS/Vx75wTHVsG336iraLRual+GHnQGYVKmVo6IAERnJRgJuBCxx+af1ewXvS5OWDRG3JhzYhwRIgASSRYDCX7LIclwSIAESIAESIAESIIGUEIDYAEEvtkG0gqBnb28+v8lRkMi2umJgNv/5TZ711pxEQAg1pXOPUC9RDEzJLR7KSXAP7f6jXt/G9XtVZJ9X/b7YjcQa8IRyo1wUCZAACUScAIW/iB8gl08CJEACJEACJEACJCBimsK7+PWtjqmHzS+pkHWutn5Sf73uMStaslSWRE168cjU1yH0+RX3nFjgfmE9v0y9S7gvEiCBsBGg8Be2E+F6SIAESIAESIAESIAEfBMwTeGl8FcQran5gu9D4QUkEEOA5jG8JUiABEgg9QQo/KWeOWckARIgARIgARIgARIImICp8GfqABzw8iIxHNjgj2lttkhsiosMBQEKfqE4Bi6CBEggSwlQ+MvSg+e2SYAESIAESIAESCCTCJjW7vNjBJJJfPzsxY8bq59x2Tf7CFDwy74z545JgATCR4DCX/jOhCsiARIgARIgARIgARLwScA0hdePEYjPJWRcd7CyTBsYBZhxx5u0DVliX92GpbLGKTtpMDkwCZAACQRAgMJfABA5BAmQAAmQAAmQAAmQQHoJmAp/WKXOCAQOwJZJRXp3E77ZLUMHCIEQAXftOMiU4PAdU0pXZDd0qVorR6qoP8VTugZORgIkQAIk4E2Awp83I/YgARIgARIgARIgARIIOYFPF+6QTxbuKLDKxi1zpVHL3Hx/b1oPMORbDs3ygnB5Dc1muBAjAhTIjTCxEwmQAAmEggCFv1AcAxdBAiRAAiRAAiRAAiSQCAE/ph2m9QATWQ+vJQESIAESIAESIIEwEKDwF4ZT4BpIgARIgARIgARIgAQSIuBH+POTFpzQongxCZAACZAACZAACaSZAIW/NB8ApycBEiABEiABEiABEkicgB+3Xj8iYeIr4wgkQAIkQAIkQAIkkD4CFP7Sx54zkwAJkAAJkAAJkAAJBESAwl9AIDkMCZAACZAACZBARhGg8JdRx8nNkAAJkAAJkAAJ/D97dwJv1bz/f/xDqSgORSUckZkmQ8gx3iuS4RdX143MU645Q0SISyLcDGW+RPyv6Rriykw3MleGixs50qTidOsqov/j/WUd++yz195r7732sPZ6fR+PHtzO2mt91/O7j//j9/5/vt8PAvEUUIMJNe1IHmpCoG69iSObkDCemrw1AggggAACCFSKAMFfpawk74EAAggggAACCMRcYOzw2pQCAwZXN/r7bK6NOSuvjwACCCCAAAIRFiD4i/DiMXUEEEAAAQQQQACB3wRU8afKv+Shij9V/iWObK7FGAEEEEAAAQQQiKoAwV9UV455I4AAAggggAACCOQc5hH88eVBAAEEEEAAgTgIEPzFYZV5RwQQQAABBBBAIAYCE8bNM53flzxSVfxNGr/A1N03efTs08Y6dW4ZAy1eEQEEEEAAAQTiIEDwF4dV5h0RQAABBBBAAIEYCPgFf736t7V21S0aCBD8xeALwSsigAACCCCAgBH88SVAAAEEEEAAAQQQqAiBbMI8Vfvp+uShaj9V/TEQQAABBBBAAIFKECD4q4RV5B0QQAABBBBAAAEEXJAXdPuutgSrQjB5qDJQFYIMBBBAAAEEEECgEgQI/iphFXkHBBBAAAEEEEAAARf6pari61pTZV1qqhoIEfzxhUEAAQQQQACBOAgQ/MVhlXlHBBBAAAEEEEAgBgLZbt8dO7w2pcqAwdUx0OIVEUAAAQQQQCAOAgR/cVhl3hEBBBBAAAEEEIiBgF8Vn9+5fY+NnmWL65Y3kknVBTgGfLwiAggggAACCFSgAMFfBS4qr4QAAggggAACCMRRINvtu9l0AY6jJ++MAAIIIIAAAtEXIPiL/hryBggggAACCCCAAAJmrnpPVXzJw69hRzbNQABGAAEEEEAAAQSiKEDwF8VVY84IIIAAAggggAACKQVSndvXqqqpaftu8vAL/lI1A4EbAQQQQAABBBCIogDBXxRXjTkjgAACCCCAAAIIBA7+dGGqhh3ZNgOBHAEEEEAAAQQQiJoAwV/UVoz5IoAAAggggAACCPgKZNOwI9szAWFHAAEEEEAAAQSiJkDwF7UVY74IIIAAAggggAACoQR/fmcC+m0Nhh0BBBBAAAEEEIiaAMFf1FaM+SKAAAIIIIAAAgj4CmTbqTebCkHYEUAAAQQQQACBqAkQ/EVtxZgvAggggAACCCCAgK+AX8OOXv3bmrr7Jg+CP75MCCCAAAIIIFDJAgR/lby6vBsCCCCAAAIIIBAzAb/gr2efNtapc8tGGtlWCMaMk9dFAAEEEEAAgYgLEPxFfAGZPgIIIIAAAggggMBvAtkGf9lejzUCCCCAAAIIIBAlAYK/KK0Wc0UAAQQQQAABBBBIKzB92hJTmJc8utZUWZeaqkZ/73e9qgNVJchAAAEEEEAAAQSiLEDwF+XVY+4IIIAAAggggAACDQSyDfL8rtd5gDoXkIEAAggggAACCERZgOAvyqvH3BFAAAEEEEAAAQQaCMytXWo6ty95+FXw+V1P8McXCwEEEEAAAQQqQYDgrxJWkXdAAAEEEEAAAQQQcAK5BHljh9em1BswuBpVBBBAAAEEEEAg0gIEf5FePiaPAAIIIIAAAgggkCiwuG65PTZ6ViOUdBV8ul6fSx59B3awVlVNAUYAAQQQQAABBCIrQPAX2aVj4ggggAACCCCAAAKpBFJV8CnAU5CXamhrsCoFk4fO+FNgyEAAAQQQQAABBKIqQPAX1ZVj3ggggAACCCCAAAIpBbLduqsuwGrykTzU1VdnAzIQQAABBBBAAIGoChD8RXXlmDcCCCCAAAIIIIBASoFst+5OnVhnUybWNbpX15oq61JThTICCCCAAAIIIBBZAYK/yC4dE0cAAQQQQAABBBBIJZBt8KdqP1X9JQ+/TsCoI4AAAggggAACUREg+IvKSjFPBBBAAAEEEEAAgUAC2Z7Zl0sn4EAT4SIEEEAAAQQQQKDEAgR/JV4AHo8AAggggAACCCAQrkC2wZ9fJ2DNasDg6nAnx90QQAABBBBAAIEiChD8FRGbRyGAAAIIIIAAAggUXiCXZh3Zbg8u/FvwBAQQQAABBBBAIH8Bgr/8DbkDAggggAACCCCAQBkJEPyV0WIwFQQQQAABBBAoqQDBX0n5eTgCCCCAAAIIIIBA2AK5dOnNJSwMe97cDwEEEEAAAQQQCFuA4C9sUe6HAAIIIIAAAgggUFKBXLr0EvyVdMl4OAIIIIAAAggUSIDgr0Cw3BYBBBBAAAEEEECgNAK5BH+5fKY0b8dTEUAAAQQQQACB4AIEf8GtuBIBBBBAAAEEEEAgAgJza5eaOvsmj3bVLaxX/7Yp3yCXz0SAgikigAACCCCAQMwFCP5i/gXg9RFAAAEEEEAAgUoTyCXEW1y33NTZN3m0qmpqfQd2qDQi3gcBBBBAAAEEYiJA8BeTheY1EUAAAQQQQACBuAjkGuIp+NNnk4eCPwWADAQQQAABBBBAIGoCBH9RWzHmiwACCCCAAAIIIJBRYOzw2pTXDBhc7ftZgr+MrFyAAAIIIIAAAhETIPiL2IIxXQQQQAABBBBAAIHMAn4hXrrgT+cCaptw8ujZp4116twy80O5AgEEEEAAAQQQKDMBgr8yWxCmgwACCCCAAAIIIJC/QC7Ve5PGLzB19yX4y9+fOyCAAAIIIIBAeQgQ/JXHOjALBBBAAAEEEEAAgRAFcgn+FPop/EseqvZT1R8DAQQQQAABBBCImgDBX9RWjPkigAACCCCAAAIIZBTw27bbq39ba1fdIuXnc+kGnHEiXIAAAggggAACCJRQgOCvhPg8GgEEEEAAAQQQQKAwArls2821G3Bh3oC7IoAAAggggAAC+QsQ/OVvyB0QQAABBBBAAAEEykwgl+BPr5DLFuEye3WmgwACCCCAAAII1AsQ/PFlQAABBBBAAAEEEKg4gakT62zKxLpG75WpQy/BX8V9FXghBBBAAAEEYi1A8Bfr5eflEUAAAQQQQACByhTItVGH39mAmQLDylTkrRBAAAEEEEAg6gIEf1FfQeaPAAIIIIAAAggg0Egg1+Av1y3CLAECCCCAQO4C33//vb366qu2dOlS23777W299dbL/WZ5fFLzWL58ua2++upZ3+Xbb7+1ZcuWWevWra1Zs2aBPv/f//7X9EfPy+WZmR6yePFimzRpku2666626qqrZrqcn1eoAMFfhS4sr4UAAggggAACCMRZwK9Db6fOLU3Ve34j18Awzta8OwIIFFdA4dSECRPs7bfftiVLlrig6dhjj7UOHTpknMjs2bPtrbfesn333TdwOJXupj/88IMtXLjQBXYff/yxbbjhhrbVVltlnEfyBbNmzbKjjz7avvzyS7vhhhusd+/eWd/D+8BPP/1kK6+8sq200krur5555hk788wzbccdd7Sbb765PmDT3Js0aeL+eOPJJ5+0c845p9G1QSajz7322mt2yy232HbbbRfkI24+o0aNstNPP93+/Oc/B/pM0Is+++wzGzhwoMn20ksvtX79+gX9KNdVmADBX4UtKK+DAAIIIIAAAgggYOYX/LWrbmG9+rf1Jcr1c5gjgAACxRD46KOP7Pzzz7dPP/20/nFrrrlmoLBJlWUKwCZOnGj777+/XXbZZdaqVSt3H91XQZE39O8K9LyhgFHPVDWcgrU5c+a4fyaPAw44wK699tqsKcII/lasWGGvvPKKXX/99XbuuedaTU2Nm0eq4E/h6dlnn+3ecdiwYbb55pu7a0eMGGF33nmnHXzwwXbVVVdlfA9V+Km6TyFjcvCXHECmulkhgz95XH755Xb//ffblltuabfeequ1a9cu4ztxQeUJEPxV3pryRggggAACCCCAQOwFFtctdx16k0em4M/vc62qmlrfgZmraWIPDwACCBRMYP78+a4q7P3333dVarvttpur9lPl2lFHHWWdO3dO+2wFQY8//rgLg7QFtGvXrnbdddfZ+uuvb/fcc49deeWVWc9dwaHmoLHJJpu4ORxzzDFZbysNI/jTHP7+97+76raNN97YbrrpJuvYsWOj4E9zHj16tPt54nUKAxWMvvzyy3bFFVfYoYce6uuhUG/o0KH23nvv2e233+62JicHfwoRtX358MMPd/OSefJQGKstwmuttZbvVt/dd9/dLrroovqPap76TJAxY8YMO++88+ybb76xk046yQ477LCMH9OWYM2HUTkCBH+Vs5a8CQIIIIAAAggggECCwNjhtY08ggR4dPbla4QAAuUo8Mgjj9jFF1/sKu1OPfVU98fbzprNfF988UV3HwWJ1dXVrsqtefPm9sADD7h7K8jbdNNN62+5yiqrWKdOneqDqeTz6FQJuGDBAttpp51ymo8elBj8ZfMuujZxm6xCUAV/surZs6er/nv99dcbbPV96aWX3PsrANTPe/To4R45ffp0O/74411Vo6rjMm1ZVmXgyJEjXZB6yCGHNAj+NtpoIzv55JOtrq7OzjjjDFdd+d1332X7au765CpKr4Ixp5sF+FCuVZsBbs0lJRIg+CsRPI9FAAEEEEAAAQQQKKxAquBPTxwwuDrtgwn+Crsu3B0BBHITUKClcK5t27aBgql0T9H5gIMGDXKVYArOVA321VdfuQq2Aw88sD7AUyA3ePBgV1WoCrm11167wW3196p0e/bZZ+2ggw5y22MTz8wL+qaJwd8666yTVcXgEUcc4SoevTFz5kxXGdmlSxc3NzW38M74u/rqq91WZIV/8tS7euPpp5921yswvPHGGzPO4YMPPnBuCg4Vnl5wwQX1Z/z9+OOPLpjt06ePe45fQJvLVl8v+Gvfvr07i7Bp06ZBmQNdp8BTpozKESD4q5y15E0QQAABBBBAAAEEEgRyDfDo7MvXCAEEylFAoZSaT6iBxt/+9rdAzTzSvYdCvk8++cT++Mc/ujP7FJap6k0VbF4g5p2FpyrBVA0oHn30UbvkkktcxaCacnjn6mXrF9ZWX++5iWfvJZ/xt9pqq9nnn3/utiZ7gZyCOm2JVfiXaXj+qnyUmeZ+2223uXMWveYeWidVHWor9d577+069+pP8tD5e3fccYerNNSW4OSh8wPbtGnTIDj0a1aiz2rL9n333WfJ24OT76utzDoPMTk0zfTu/DyaAgR/0Vw3Zo0AAggggAACCCCQQYDgj68IAghUkkDYwV+yjRfiKdjyzsfTNWoGooq5NdZYw1UaetuAVVmnrrHa6qvQSttnc9l6rGeEEfx5oVfyeym8VGVjixYtTNWEiXNUswtt11XzkhNPPNFVPWYaicGrKv0UwqqKUOGogj9t61UlX8uWLW3MmDGm5iteZV+meyf/PLkTsX6eLvjznpNpu673XSpEN+Fs35HrCy9A8Fd4Y56AAAIIIIAAAgggUAKBCePmue6+yUNNOnTWn9+YPm2JqeoveXTq3NJ69mlTgjfhkQggEFUBNdTQ+XfaEptYvaUw6q233qpv0qDmENqaqmsShz6nzrM///yzDR8+3G2pVTMOhVXa8quRfOaen5Xm8fHHH9vOO++ccjtu4rZdnVmnLaqaj6rh1MhCwaCaQ+jv9XfeWXphdIwNI/jLJVzzQjxtoVbVXq9evVyVns419IY3N53Rp2fssMMO9T9T2PfXv/7VBaDPP/+8C/7OOusstyVbVZPHHXecuza5a7J3AzX/eOqpp1yXZTVrSR5qsqH1SpxPYvCn7cSzZ8+u/5h3P20//sMf/uD7a/Pwww/bm2++mfK522+/vWtWwqgcAYK/yllL3gQBBBBAAAEEEEAgQcAv+OvVv62pu6/fUFiozyaPTB2BwUcAAQSSBbS9U9tBJ0+e7M5j09lxL7zwggvu1FwjcaiBxl/+8hfr3r17/V+/8847dsopp6RtDBGkakuhlQIpzUMhk4I8NbdIHh9++KF7nhpcaK7bbrutu0Tbgu+++253pt3WW2/tAkhtjVUgFWSLr181nvd8NRXRdmP9M8gZf16lnv7pN3QvVSiqelH/Ln+FeslbZ7/88kv3zv/5z39SBn9e0w9tH9Z23m7duqV8ZHJX3yC/Dfmc8af3URdlbRUOc2g9e/fuHeYtuVeJBQj+SrwAPB4BBBBAAAEEEECgMAK5ntW3uG65aZtwqpGpMUhh3oS7IoBAVAWSgz8FaaosU2CmgEtD21CXLv2lOnmzzTaz0aNHu6o+jbCCPwVfd911lwvB9Cw9R40ukjvXqkLxueeesy222MJ1/PUbuk5nxCms0xmBmbb45lKNl27NM51zuHjxYhs2bJirplOzEVUzasut5r3vvvu60FLBp/63tul64Zmq+TTXqqqq+sd7a6C/885WTKzk9C5UReYbb7xhV155Zb3rqquuauPHj3cVf6nGZ599ZlOnTnXVnomdlBOv1RZrBa6q/tOg4i+q/zUo3bwJ/kpnz5MRQAABBBBAAAEECiiQa/CnKeV6PmABX4dbI4BABAUSgz8FONqy27dvX9dRV6GQRm1trQ0ZMsRtvdRQKOVtEU185TDO+PvnP//pmnGoAlBBmM6jUxCm4TV8yJU5XaMIL/jbZ599XJfgXIcCtAsvvNDN3a/BiRqW6Bp13dU2WT1T25K1fVUhoLy7du3qgk+FrqeddpprvLHyyiubOuXqvl7wmhy06T20tTpxXdO9i87a01Czj1xHcsjJGX+5Ssb3cwR/8V173hwBBBBAAAEEEKhogakT62zKxLpG79i1psq61PxWzZEKwS/4y7RNuKJBeTkEEMhaIDkgOuigg1zAlnyWX2Jl3x577OG2z3rBoPfQMII/3UvbdhUuzps3z3XqPfbYY13Fnnf/rF/y1w+k23IctOlEpmenqr7zPqNzE7Ud+c477zRV/GlLs4JNnbun5iTaGqsqQFX4qapRId8JJ5xgDz74oHXs2NGdt6gzELXFeZdddqmfyqhRo1wV4MEHH2xXXXWV+3vvWWpwoqFtwKqA1D933XVXF0xqqKJSgWiYI0jwlylg9c6LDLJNPMy5c6/SCBD8lcadpyKAAAIIIIAAAggUWCCfJh35VAsW+LW4PQIIREggMfhTl9fkUMl7lbq6OncWoBp+bLzxxi7AUjCVOMIK/nRPbTGdNm2aqz70tukq+FKgFXSoik1n3mnrsLYFK1RThV2qUejgTw041OhCZxSqe6/+XYGmKvySg7LmzZvbNddc4xpw6Gy/vffe22371XmA+jtVCx511FHuNdTE5Oyzz7YJEyY0+Pvkd1SQqOtWW201Z7Lddts1uESu8s12aHtvcgAcJPgL+hyCv6BS0b6O4C/a68fsEUAAAQQQQAABBHwEChH80dmXrxsCCGQjkBj8ZTqXLlOwl+nn2cwrn2u1VVbbZF966SV3m0MPPdSFXonn4iXfv9DBn87c09mI6rKrKj81INHfaY4KNhWstm7dur5Drs48/Pzzz22TTTapDz4feughu+iiixo0+Pj6669dgKgtwX6hrZ6jrcSqHFSlX6rgzwvrsnVP1WgjSPC30UYb1TdmSfXMd99917744gtX8anAmVHZAgR/lb2+vB0CCCCAAAIIIBBbAb/uvEHCu3xCw9iC8+IIINBIIDH4S9U4IvEDmYK9TD8vNL/Csscee8xVy+mMQHUh1pbh3XffPXBzD515p622uY50W301Pw1V+WmoqlFNMRYtWhSo87DOD9T1TZs2dc0+9H5eJZ+qMPV3XkOWxPkrQDzxxBPtq6++cuGntvpq67Du5W3p9sK6Hj162B/+8IeMr//qq6+6xiTZBn/qtqwtx5m2GN93332u4YjWTtuCGZUtQPBX2evL2yGAAAIIIIAAArEV8Av+2lW3MJ3Vl27k89nYgvPiCCCQNvjTGXNec4hUVJmCvUw/D8o/f/58t/21d+/etvbaawf6mLaqnn/++bB9k/sAACAASURBVKZgScFav3793JmA2iIbZHgVf0GDL7976kw9neGneSc299CW3Ndff73Bdtrnn3/ebdHVtlvNN1Xn4e233941/dDQO6rRh84EVKCpSj+98+OPP26HHXaYq+pLdQ+927hx41zX3S+//NK0pVthoxq06H4K/7zgL2jw6XkFCf6WL1+e1RbtVLZqWKI/jMoUIPirzHXlrRBAAAEEEEAAgdgLLK5b7rrzJo8gwZ8+M3Z4bUrDvgM7WKuqprH3BQABBDILJFb8lUvwp3MEtb1zlVVWsTFjxljnzp0zvkjieygA+9Of/pTxM4kXeEFWVh9Kc3HytumgXXaTb5kcrClUHDFihHXv3t3OOOMM14F44cKFdt1117mzAJPHnDlzXIOQdu3aubP41JlZZwTefvvtbiuxzhocOHCgqZuyGoxk2oLr3V/VilOnTk1Z8Ze8bTrfpix6Jlt+w/pmlud9CP7Kc12YFQIIIIAAAggggEAIAqnCO4V2Cu8yDb/OvgR/meT4OQIIeALlGPx5Z9ltscUWdv3117tKtsmTJ4e2aKnOufPCqqDBl99ktMVYFXnrrruub8XfkiVLXFXg7NmzXaWfQrzE4f1c5/7ddNNNttNOO9X/2Nu2q2Yh2t6rAE6fV0DqdepNvJfeSz+78sor3RZbzU1n/LVp08aFfl74p62/Z511VtbGqSr+FEzq/RS+au28bbs6s09n96kasmfPni7YTTf+/e9/u2YoquBUWBl29+GsX5YPFEyA4K9gtNwYAQQQQAABBBBAoNQCflV7AwZXZ5zahHHzTFt+k0fPPm1M5wQyEEAAgUwC5Rj8KSxS99r999/fhg4d6rajFjr4C3r2XCZPhVv33nuvqTOvztDT9trkcc8997jmI+owrOAseQur93Odb6dKvsSuuWrUoTMIdZ6fhkIxbff1uvwmPss7Q7Bt27Yu/Lviiivqgz9tL1b1n/5OoZo6+qriL9+tvoldhtVQRQbeUCiqcFFrefjhh9u5555bf8Zg4rz1jtp6rCYo+n6muzbTevDzaAgQ/EVjnZglAggggAACCCCAQA4C+VTtTRq/wNTkg+AvB3g+gkDMBH744Qf73//+16gqrNyCP1W5aZuvtvsqkEoVaKVausT3SFWFlmm533vvPVdBl9j5d/Hixa55hrYaq7uuN3TWnrrzfvzxx24LqtcgQz9XAw9V1SmQUxON5KEKtlNOOcW0Bff//u//XPiVeI6hwjiFY8uWLfNt+KHnqlnHvHnz3NwU6iWfhagATsHZo48+6qruvDMPvYo/BX8auk6Vd2Gd8afuwscff7yrRFS1ZnJjjhkzZrhKQ/1cW5M1R1UfJtrqfbQVWUPXKjz0GqJkWkd+Hk0Bgr9orhuzRgABBBBAAAEEEAggkE/wR2ffAMBcggAC9v7777vz4BTKHHrooXbRRRfVb7Mst+DP61yr7a433nij7bLLLoFWMJ/gTw0vFMapIk1hlRp8KNxTBdzLL7/sQrZBgwbVz8Pr3KuQL3krrirx1FVYIaK21GrrcOLQfRXGKdjSVl8FWqpsPPnkk11oqNAv8ey95GYdCnAV5D3yyCPuti1atLDLL7/cDjzwwAbPmTZtmrvnBhtsUL8NWGftJQd/3oe84C8QdsJFySGrZ7PaaqvVdx5OvqfCP9kqwPQ6LyskVSiqIPCDDz5wQaa+p/vuu2/GjszZzpnry0+A4K/81oQZIYAAAggggAACCIQk4LddN8g5fXT2DWkRuA0CFS6Q2LgiXdOJcmju8fTTT7tuvJrn3Xffbe3btw+0OrkGf9pWquDs/vvvty233NJuvfVW1whDwztrcLPNNnNBnTcXVcmpq67mmtxNd+7cua5CTaGWQtZLLrkk5Vl2CvDUjVdr4wWAqrxbunSpHXLIIS7cS6wk1HwUDCpMHD16tJuffq4gUZ2Ldb226XpDIaaqETW//fbbz/11kOBP92rdunVGc3lre3By8Od91zJ9lxYsWOBCPnU21tD5hJqz3nGvvfayCy64wKqrMx95kXGiXBAJAYK/SCwTk0QAAQQQQAABBBDIRcAv+OvVv62pu2+64dcVWJ8JckZgLvPlMwggED0BbUtVJZlCpT59+tjw4cPrQ6Vyq/jzzvfr1auXO98uUwMIbzVyDf4mTpzoqs+0DdrbEuvdM7GRhs7V8wI0/dwLKDt06GC33Xabq/Dzxt///nd3L1W9KRirqanx/dJoy68CuilTprhrVAHYtWtX93eqPPS2uCooVAWkmmYoHFM4eMwxx7h11bZZBXYXX3yxHXTQQfUVcl5FnRcgBgn+8jnjT8Gdqgy1bTpTF14Flgr99E6quPSGAl8Fp9oirHdixEOA4C8e68xbIoAAAggggAACsRTI95y+fLYKxxKcl0YgpgIKVxYuXGhbb711yoYK5cCi+Sk4Ugimc/4UHgUdCtBOOOEEmz59esqz5VLdZ/78+e452gqtKrPkRhqJjSoU+qlbrRdEes/79NNPXfXfcccdV/+IIGGqnq2AUJWG+neFXGrmocYX+t8a3bp1c++yxhpr2LBhw+ypp55yod/BBx/smp6o6Ye2RmsbskJKhYRqhKGmGokNQbyJhRX8qUpSDUVUsZhY8ecFnmpoosrJbbbZpgG73ktB65NPPmlvv/22C6I11AFZZw5qG7LOePQCUH1+jz32sN12281VgCY3QQn63eC68hcg+Cv/NWKGCCCAAAIIIIAAAjkK5Bv85VMxmOOU+RgCCCBQEAHvfDhV3/31r391YVyqoaBOW2h1nTe8rafqYKvQaauttko7x8QtvjpPzjvbL/lD3nZfnZWXXNmnIFAVeNtvv73bgpvYGERNQRTAaVx55ZVuG64XfD3xxBP2xhtvuBBPYd2ee+7pgjRtbVXwddddd9l9993ntumqsm/w4MEuDNW1Cv2GDBnSINhLDP/0PDUi0dwU8iaOXII/hXlqOJK47XjmzJkuuNN8vHVKbNqhOar6UPPSWYP6vKoAtTXYG15l45FHHmm/+93v6rctjx8/3nV0VrWifBKHtw25d+/e7sxKGn4U5NewJDcl+CsJOw9FAAEEEEAAAQQQKIbA1Il1NmXiLxUOiaNnnzbWqXPLjFPINzjM+AAuQAABBIok4FWM6Yw9NclQ44dUY9asWXb00Uc32CKq6xQEqUpQW0WTm2Ik30dbZ/UM/VEX2oEDB6b8zL///W/7y1/+Ytp63Ldv3wbbTxVsKaBKtS1VW1kV/KkCUXNSEKkmIV999ZWbippyqKutnr3FFls0ek2dgacQUGGdml7o3dJ1uNU5geqCPGnSpJTVi3pALsGftokrZJNX8lCYqfMRVV2obb5eYxKFoJtuuql73rPPPlv/Mb2z3lVhpjx1rp/f0P3UWOWFF15wHZ690FABpBekFulryWOKIEDwVwRkHoEAAggggAACCCBQGgG/zrxda6qsS01VxknR2TcjERcggECEBBSYffLJJy4oS25u4b2GqvW0JVaNNLyh7aWdO3c2/TOboeo1BVCFOE9O4Z3O+fO23eo8O1UrKjD7/e9/H+iZChdVvaetxOp8m24onPt//+//ubMBN99880aXXnHFFaaqSm0bllXiUEWeqhvlfsQRR9T/SO+g6sTly5fX/51CSFUTduzYsUFYqqo/VSbqnEENvevYsWPdll/NSWGg35pmWjNVdGq7+tdff+22/qbaypzpHvy8fAUI/sp3bZgZAggggAACCCCAQJ4C+QZ3fp9XYxA1CGEggAACCCCAAALlLEDwV86rw9wQQAABBBBAAAEE8hKYW7vUdE5f8tA2X233zTT8Pt+qqqn1Hdgh08f5OQIIIIAAAgggUFIBgr+S8vNwBBBAAAEEEEAAgUIK+AV32VTs0dm3kCvEvRFAAAEEEECgkAIEf4XU5d4IIIAAAggggAACJRVYXLfcFNwljzCCP2311X0YCCCAAAIIIIBAuQoQ/JXryjAvBBBAAAEEEEAAgbwF/IK/bLbq0tk372XgBggggAACCCBQIgGCvxLB81gEEEAAAQQQQACB4giMHV6b8kEDBlcHmkC+DUICPYSLEEAAAQQQQACBAggQ/BUAlVsigAACCCCAAAIIlI+A3xl9QYO/MM4JLB8NZoIAAggggAACcRIg+IvTavOuCCCAAAIIIIBADAXybc7ht11YlEHDwxiy88oIIIAAAgggUAYCBH9lsAhMAQEEEEAAAQQQQKBwAvkGf5pZGPco3BtyZwQQQAABBBBAILUAwR/fDAQQQAABBBBAAIGKFpgwbp5pu27yyKYrr1/wl809KhqZl0MAAQQQQACBshQg+CvLZWFSCCCAAAIIIIAAAmEJ+HXlzSa0o7NvWKvBfRBAAAEEEECgmAIEf8XU5lkIIIAAAggggAACRRcII7Sjs2/Rl40HIoAAAggggEAIAgR/ISByCwQQQAABBBBAAIHyFQgj+KOzb/muLzNDIFFAzXg0ltQtt8V1P4GDAAIlEmhV1cTaVbco0dN5bKIAwR/fBwQQQAABBBBAAIGKFpg6sc6mTKxr9I5da6qsS01V4HcfO7w25bV09g1MyIUIhCaggO/zaUvc/VSR6wV+oT2AGyGAQN4CnTq3tJ592uR9H26QnwDBX35+fBoBBBBAAAEEEECgzAXC2qZLZ98yX2imV/ECXtg3p3ZZyoY9FQ/ACyIQQQEFfwoAGaUTIPgrnT1PRgABBBBAAAEEECiCQFjBn193YP6PmiIsIo+ItYBf1W6sUXh5BCIikG11fUReK1LTJPiL1HIxWQQQQAABBBBAAIFsBcI6n8/vrED+j5psV4TrEQgmoMCPbbzBrLgKgXIV4P9zrPQrQ/BX+jVgBggggAACCCCAAAIFFAgr+AurcrCAr8qtEagIAf3OThq/kHP7KmI1eYk4C6i5R6/+beNMUBbvTvBXFsvAJBBAAAEEEEAAAQQKJaBzwXQ+X/JoVdXU+g7sEPixfgFitvcJ/EAuRCBmAvpdVeCn37Vchn4XNVpWNTV1FPX+dy734jMIIJC/QDYNtPJ/GnfwEyD447uBAAIIIIAAAgggUPECqTry5hLY0eCj4r8qvGCJBPyC9XTT0e+wmga0q25uqixiIIAAAgg0FiD441uBAAIIIIAAAgggUPECqYI/vfSAwdVZvbtf8KetTAQPWVFyMQL1Atk07/DCvo07t6Sij+8QAgggEECA4C8AEpcggAACCCCAAAIIRFsgrEo9vwYfHF4e7e8Hsy+NQDZbexX49ezTmoC9NEvFUxFAIMICBH8RXjymjgACCCCAAAIIIBBMIKzgjwYfwby5CoFMAkG39irw0zlh2tLLQAABBBDIXoDgL3szPoEAAggggAACCCAQMYEJ4+albBig5h7ZNAAIq0NwxPiYLgKhCgQJ/Qj8QiXnZgggEGMBgr8YLz6vjgACCCCAAAIIxEXAL/jL5Wy+sKoH42LPeyKQKBA09Nu7f9usQnmUEUAAAQRSCxD88c1AAAEEEEAAAQQQqHiBMM/mo8FHxX9deMECCQQJ/bSlV2dmMhBAAAEEwhEg+AvHkbsggAACCCCAAAIIlLFAmMFfmPcqYzKmhkCoAkFCP5rkhErOzRBAAAEnQPDHFwEBBBBAAAEEEECg4gWmTqyzKRPrGr1nLkEDDT4q/uvCC4YsoO69qpRNN3LZdh/yNLkdAgggUJECBH8Vuay8FAIIIIAAAggggECigF9Y17WmynUMzWakq1waMLg6m1txLQKxEPA7Y9N7eUK/WHwNeEkEECiRAMFfieB5LAIIIIAAAggggEDxBMKu0qPBR/HWjidFW4DQL9rrx+wRQCD6AgR/0V9D3gABBBBAAAEEEEAgg0DYwZ9fmJHL1mEWD4FKFfDbYu+9L5V+lbryvBcCCJSTAMFfOa0Gc0EAAQQQQAABBBAoiIDf9tx21S1M4UO2w6/BBx1Js5Xk+koVyNTMg5C8Ulee90IAgXITIPgrtxVhPggggAACCCCAAAKhC4Qd/IV9v9BfmBsiUEKBTM08cg3cS/hKPBoBBBCIrADBX2SXjokjgAACCCCAAAIIBBXwCyJaVTW1vgM7BL1Ng+vGDq9N+TndT/dlIBBXgXTn+hH6xfVbwXsjgECpBAj+SiXPcxFAAAEEEEAAAQSKKuAX1OXaidevwQfnlhV1WXlYmQmkO9cvn6C9zF6T6SCAAAKRESD4i8xSMVEEEEAAAQQQQACBfATCDv78zvnrWlNlXWqq8pkqn0UgkgKZzvUjFI/ksjJpBBCIuADBX8QXkOkjgAACCCCAAAIIBBPwq9DLdWuuX6dgtjIGWw+uqjwBv98xvSmBeOWtN2+EAALRECD4i8Y6MUsEEEAAAQQQQACBPAXCDv7SVTflGibm+Yp8HIGSCXCuX8noeTACCCCQVoDgjy8IAggggAACCCCAQCwE/IKJfEK6sMPEWCwEL1lxAulCcM71q7jl5oUQQCBiAgR/EVswposAAggggAACCCCQm4Bf8JfPuWOc85fbWvCpyhHw65jtvWE+v1+Vo8SbIIAAAqUTIPgrnT1PRgABBBBAAAEEECiigF9I17NPG+vUuWVOM+Gcv5zY+FAFCaTb4su5fhW00LwKAghEVoDgL7JLx8QRQAABBBBAAAEEshEoRPAXt3P+Pv9giSOfN3PZL//86pd/aqjyK0pDW1A1Wq7RxP1TTVk01lm/mbVao6m1/PXnUXqnYs/VL/j2PFXtx0AAAQQQKK0AwV9p/Xk6AggggAACCCCAQJEEpk6ssykT6xo9LZ+KP93M75y/fO9bJJa0j1GwqXBnbu2yyAV7+fopCGxf3dw27tzSvJAw33tW0ufZ4ltJq8m7IIBAJQsQ/FXy6vJuCCCAAAIIIIAAAvUCftVJ+W5H9Ksk1PZhhX9RHApJ5RW1Kr5CWSsE1Hq2q25OCPgrMlt8C/Vt474IIIBAuAIEf+F6cjcEEEAAAQQQQACBMhXwC/7yDegq5Zw/hXxe4FemS1gW01JQHPcqQLb4lsVXkUkggAACgQQI/gIxcRECCCCAAAIIIIBA1AUKFfzJxW+7b9+BHSJRIeZXtRj1NS/k/FXNGccKQLb4FvJbFezeK1assHfeecfWW289W3fddYN9KMNV33//vb366qu2dOlS22qrrWzTTTdN+4lvvvnGJk+ebE2aNLGdd97Z1lxzzVDmoZvo/RYsWGA//PCDrb766u4PAwEEchcg+Mvdjk8igAACCCCAAAIIREjArxGHtnHm24TAb9tjuZ/zl65yK0JLW7Kp6uy/nn1a1zcGKdlEivjgdFt8y/37XkSmgj3qp59+spEjR9rf/vY323HHHe36668PJXR77rnn7Oyzz7Y11ljDbr31Vttmm23SvoPmcNttt1n37t1tzJgxoczBe+B///tf+/Of/+yCxdNPP939OwMBBHIXIPjL3Y5PIoAAAggggAACCERIoJDBn1/jkHy3EReKV1Vbk8YvNJlkO3456+6XDritqprUd7+NWgMMGSz5tRPx4rqf3L/r73JpZBKX7b9+33N9F8II0LP9Lsb1+hdffNHOOussV513yCGH2KWXXmrNmjXLmUOVdeecc449++yztt9++9mIESNslVVW8b3fnDlz7IQTTrDp06e7Z/fr1y/nZ6f6IMFfqJzcDAEj+ONLgAACCCCAAAIIIBALAb8tigqstCU3n+EXKuqe5bbdN91cUxl4QV+ctrXKSAFgNg1OFHyp+i9qAWjQ732mLb7l9j0P+l5RvE5bYUePHm033XSTm/75559vRx11VM6vkhgk1tTUWLt27VLeq3nz5nbkkUearlc42LJlS9ttt91stdVW8332+uuvb8ccc4ytuuqqgedH8BeYigsRCCRA8BeIiYsQQAABBBBAAAEEKkFg7PDalK8xYHB13q/nd85fOW1/zGZrb1yq2DItvEJAuQWtBCyn9c70btn8PN0WX22V96pAs7kn1/4moC288+fPN/0zyFCV3jXXXGOzZs2yCy64wBSwZRo6j2/ttdd25/J5IzFky/R5neN30UUXua29//nPfzJd7n6u7cg333xz/Tl9OpvwlFNOse+++y7Q54NclPyMIJ/hGgTiJEDwF6fV5l0RQAABBBBAAIGYCxQy+PNrkFEu233TbdNM/Fpovl1qqiq2ci3XXwEFgFMmLgq0PbrSwj+2+Ob6rQn+OQV4Rx99tH355ZfBP5TllRtuuKE7G7BDh98qnBXijRo1ytZZZx278sorbaONNrL33nvPZs+e7bb9Jg99/p577rEtttjCrrrqKne2n65fuHCh/e53v2t0vbYgt2nTxlZaaSX3My/4U+DYvn37BiGk92FVNKp5iLYyr7XWWr7NPdSQRNcR/GX5ReDy2AkQ/MVuyXlhBBBAAAEEEEAgvgKF7L5bztt9g3TtrfStqmF964MGgKqYVIAa9ZFpazhbfMNZYS/4mzlzprVt2zbtGXvZPvHHH3+0efPmuarAxODvzTffdGcFfvvtt66Jxsknn2xvv/22a6ah0O3yyy+3Aw88sP5xuv60004zhXbe2X4ffPCBDRw40BYtWmSDBw+2ww47rD7kSzVPL/irqqpqFEJ61wfd6vvMM8/YmWeeSfCX7ReC62MnQPAXuyXnhRFAAAEEEEAAgfgKFDL4k6rf/Uu5FTJIpV+lhFTF/GYHCVMrofLP7zst61J+r4u51sV4lhf81dXV2S233GLbbbddaI9NFbbNmDHDTj31VPvss89M5/rdcMMNrrIu8fxAVdupa3CPHj3c1lyFfgr/9tprL7vuuuvqz+174okn7OKLL3bzTQ4Lk1+C4C+0ZeVGCAQWIPgLTMWFCCCAAAIIIIAAAlEX8DunLKyqpXLb7hvkTD/Cm9y/1QpVMzUACeu7lfssc/9kunP96OL7m6vCsgULFpjO3Uvc2qqtqG+99ZarqNNYb731rEuXLik78BYz+NO22/POO8+FeJtuuqlrEtKxY0c3xyVLlrjtt8OGDbN//OMfbvuxAj8Feo888og7I1DXd+/evR7ACwvVcOTEE090lYN+XYEJ/nL/feSTCOQqQPCXqxyfQwABBBBAAAEEEIicgF+QEVb4lW5bZBgNRLIBz7RFU91n1YWWpgzZqDa+Vs6Txi80db31G1EM/zKFxsX+Pue3SoX9dOLWVJ03d+ONN9oLL7xgI0eOdA07EkenTp3sL3/5S4PgTD9PDv46d+7szs37+eefc568Kvj0JzlsU3inYO/ll192lXuq6NPQ+YLa5rvBBhvUdwnW+2jbr97lwQcftHPPPbdRB2E1JFEFoc4F1L0UfvoNby5NmzZ1AeEaa6zR6NJly5bZvffe66oR999/f9c5ONX46KOP3HZhzvjL+SvCB2MiQPAXk4XmNRFAAAEEEEAAAQTM/CrywtySWejtxEHWUSHUc+Pm+YZRVGsFUQx+TRBvhawKW6Mw9D76HvuNsILyKFgEmWNy8Lftttvabbfd5qre1DRDw2tWoX/fbLPNTNVxiZ14VR346quv2vLly22nnXZyQVq+3W91bp+CPFUjvvHGG6awTSHaqquu6qoTFdSp4YeGqvZU1Xf//ffbJpts4rYbez/zfq7z/7p27doo2MumWpGuvkG+UVyDQLgCBH/henI3BBBAAAEEEEAAgTIWKEbwVw7bfdNt0VT4pAo0RrgCmcK/KJ2jmO77E6X3CHeF/e+WGPypgk1Ven379rVBgwbVn4NXW1trQ4YMcdtrNbTV9rjjjvO96bRp02zo0KG2ePHiwK/hNfFQBZ6GF/wFuUGqxh1BPqdrcgn+qPgLqst1COQvQPCXvyF3QAABBBBAAAEEEIiIgF+jizAr/tJtkSzGls9MW3yp1irclzVTI5VirH++b8e5ftkLJgZ/+vRBBx1kV1xxRaPKuMRqtz322MM11FD1XRhj6tSpLlj89NNP3Rl9/fr1s3POOcdatWqV8faav7rjTpw4sUGjj4wf/PWCbIK/VNWHyc8J2tX366+/dl2I1YRk5513DrUTctB35zoEoiBA8BeFVWKOCCCAAAIIIIAAAqEI+IVyYVcx+W33Dfs5qVDowhrKVyXnm6QL/8p9i3UlBJc5L1weH0wMqlq2bOnO+Ntll10a3VEde7X1Vg0/Nt54Y7v77rutffv2eTzZTPfUOX0PPfSQqdJP24h1hqCaiAQdY8aMsVGjRlmLFi1cF181/FBTD535l+/I5fy9oMFfvnPj8wjERYDgLy4rzXsigAACCCCAAAIIuA6s2oqbPDp1bmmq+gtr+AUohQ5+0gU3xQgdw/KL+n3SrUOY1aVhOlEpmrtmYlClc/HUcKJDh9Tb6VWF9+STT7rz89Jdl2k2OpPvpZdesssuu8zmzJnjKvu0dfiYY47JqopQW3zPOuss14RkzTXXdGf7rbvuugUJ/t577z0XUGYaOudw8uTJ7r0UYCqIzDS0xfqkk05y1X8MBBBoKEDwxzcCAQQQQAABBBBAIDYCxQr+0p33VqjtnukaMnCuX/G/4n6Vl4UOf3N500zNPMIOxnOZYzl/JjH422GHHezmm2+2qqqqlFMOK/h79tlnXWCnKr9u3bq5Lr2bb755VkxqIHLqqae67rkaXvC33XbbZXWfoFt9n3nmGbeluBAj3yC1EHPingiUiwDBX7msBPNAAAEEEEAAAQQQKLiAX1VTIcKYYjf5SFdlFua5fuoGunDhQmvevHng6hqFE6oo0lh77bXdGWRhD91fZ6j16tXLVlpppbBvn/X9olL1p9Bv0viFpt+NVKMQvxtZY5b5B5K7+ir4W3311QMHf97vlJqCBB3qAHzJJZe4zsAjR460tm3bBvpos2bNrE2bNm6LsILDSZMmubPx9GzNWRV/icHfJ598YldddZUdf/zx7vy/VCPb4E9djxVUalt0qrFkyRLX2OTdd991zz388MN93+2jjz6yCy+80IWW+VRQBsLjIgQiKkDwF9GFY9oIIIAAAggggAAC2QsUM/hLZI7zvgAAIABJREFUt3WyEFV/Y4fXFiW48RoU7LrrrnbttdcGWgQvGNDFhfg/zhVenHHGGabtj2qY4BdQBJpsiBeVe9VfptCPStFgX4Z8g7/Eph/Bnpj7VTpzT0GhzgV89NFH3bl+qvrTFlyFgYnBn7oEayuxfqbttjfddJN17Nix0cOzDf4ynfuXzRl/np0qLAvx35bcpfkkAuUjQPBXPmvBTBBAAAEEEEAAAQQKLOC3pbFQAUexmnykqy4LI2RUxZ7+qFooOfhT2KZqoXRVfIUO/r7//ns7++yz7cUXX7S99trLhRphdUvN5ytZ6HXJZ26ZQj/dO8xK0XzmWu6fjVrwd9ppp7mOv998840L/dSFWGcDJgd/cp85c6YNHDjQdQv261ZM8Ffu31DmF3cBgr+4fwN4fwQQQAABBBBAIGYCqSrjChX8FSv48dtWHFZDj379+tnuu+/uOpImB3/Tp0+3U045xfbYYw9TAPf66683+kYpNNRB/RrqYpoqJFRzAm3/69y5c/3nFajoT5ChJgWXXnqpCyi19U/zzTS0tdFvS2amzwb9ebHC36Dz0XWEftloZb423+Av8xMaX+Gdl5fL2XYK69X5V+G4QkBtk1cX31TBn5789NNP2wUXXGCqANTvmP57kDgI/nJZQT6DQPEECP6KZ82TEEAAAQQQQAABBMpAwG9L7IDB1QWZnV/wE1bDhHSNGcKq2FI1kEK9MWPGmBf0eVt9tQ3woosustNPP92++OIL17E0l5GqsYDOShs1alQutwv0Gc1ZYWYhh19DmVKdnZepe68syrXzcCHXKZ97Ry3407vqXEEF8PqTKbhL3PK7ySabuO3AChy9kenz3nVeWKnwX9t9mzZtmpI9m66+3333nb322muuEzFbffP5FvPZShYg+Kvk1eXdEEAAAQQQQAABBBoJ+AVxYWyJTcXtF/zo2jCe6VdVGGYVo84Ee+CBB9wZX2oEoAo/BX869P+8884zVdvdeuutts0226T8xuW61dcL/jbaaCNTQ4Cwh6oC99lnn7Bv2+h+fmFzGOufzeTTVaB69yH0y0b0l2ujGPwlvmWQ4E6df88//3w74ogjrG/fvg0a6AT5vJ5HV9/sv1t8AoEwBAj+wlDkHggggAACCCCAAAKRESh28CcYv2cqnNu7f1vTP3MdfmFOWNt8Na+XXnrJVcYdd9xxbkuvF/wde+yxdtJJJ9nmm29uN954ozsDUNsGtd02ccybN88GDRrk/sqvA+laa63V6Fw+L/g74IADGjUSueKKK+yVV15xQcRRRx2Vkk/dQYcMGWIffvih26qo8/9KMfzWv1ghW5CtvXIp1nxKsQaFfGYcgr90ftkGf2oUcuSRR7rO4KnGsmXL7N577zWFjfvvv7/ttttuvo/XGYR33nmn6xZOxV8hv+XcO8oCBH9RXj3mjgACCCCAAAIIIJC1wIRx80zbHZNHIauv0m2vzDegK0ao9OWXX7ozwDbYYAM7/vjj7dxzz3UVf1tuuaUL8i6//HI75JBD6rcM6vpsh7rx9u7du8HH0gV/ak6gbcXptusmBjKp7p/tHHO93i+cDWu7d7p56bs3afxCd65fulGMueTqV+6fI/iblfaMQG/9vv76a3v77bdNIf/OO+/sqodTjWy6+i5YsMDeeOMNt21YAWE5NPUp9+8r84ufAMFf/NacN0YAAQQQQAABBGIt4Bf8hXUenh+uXwMOXZ9r+JfufL8wzyxcunSp6wK6xhpruKo5VdHV1NRYhw4dbNKkSaaATud26RzAV1991XR94li0aJE7H1Dj5JNPdvdJHttvv72tt956vsGfGgrMnj27/ucPP/yw22KcriIosXJIweVWW21V/3kFBTvttJO1adOm4L8P6YLfMNcp8UWCBn76DJV+Bf8KhPoAVdRee+21dtddd9kWW2xhd9xxh62zzjo5PyNoxZ7fA7yGPzovUOf/devWLee56IPZBH95PYgPIxATAYK/mCw0r4kAAggggAACCCDwi4BfAFfo8EMh3XPj5vlWXuUSPPoFSmGe75f8vUnu6hvke5XvGX/a6quRa+OQVHNM1UwkyLvkeo1fZWa/M9e35i1WzvW2jT4XdFuvPqjvSc8+rU2NRhjlKeCFYNqu3rp1azdJBezffPON+/f99tvPRowY4Vs9F+Stsgn+nn/+eRs+fHiDM/4WLlxoixcvDiWE1HwJ/oKsGtcgEFyA4C+4FVcigAACCCCAAAIIVIBAqYI/0WVqrpBt5Z9f45Cwt23OnTu3/ty+jz76yC688EJXLTd48GD3jVh55ZVNVX1qAKIqu+Shv9N5fBpqqOF3tldys43Erb5RrvjTe/sFf/93Ugdbfa3cz3jUvRX2fT5tien7kGlLr7c2peoqXAH/CSnqK6xYscJV2z711FONnltdXe1Cv+7du+c1p2yCPy/4VzfdxNGiRQu35f/AAw/May76MMFf3oTcAIEGAgR/fCEQQAABBBBAAAEEYiVQyuAvSPin0E5/WlY1zdj0oxiNPbywbs6cOb7fE1XPqeGHtvklBwLZfLmSz+urlDP+ZOC3xbz3Ue1t7XWbBWLyQr0ldcttbu0yF/Ip7Mt2ZBswZ3t/rg9XQFvaE7e56+7aot6jRw/XUCff8e2337qu3Aro1XRDXbT9Rqrt/K1atbLtttvO9N+BMIaecffdd5sadxSr83YY8+YeCJSrAMFfua4M80IAAQQQQAABBBAoiECxwrJ0k/cLgZI/k2kLZt2CH23pkoYddHWPsIOdq6++2urq6tz01Glz6tSpLhzYdttt3d+pgi9TYJDLYgYJ/tRs5PDDD095e3X1HTp0qL377rtWyuYempxf4Ny02cq20krpdX5c9nMufI0+w9beUBi5CQIIIBApAYK/SC0Xk0UAAQQQQAABBBDIV6BY22MzzdNv62emzwX5eaHOK1QlzmmnnWavvfaa6dw9NRhIHNqWqC6bP/zwQ5Bp1l+jqiVVMK2UlIAFCf6CPqhcg7+g88/nOgV+XWqqXCUpAwEEEEAgXgIEf/Fab94WAQQQQAABBBCIvUC5BH+Zmn3ks1C5NAoJ8rwPPvjATjrpJJs/f37K4C/xbK4g9/Ou2XHHHV1n4NVXX73Bx4IEf126dLFNN9005eOWL19ukydPNm1TLnXw5/e9y8Yp22sV+CnsU+jHQAABBBCIpwDBXzzXnbdGAAEEEEAAAQRiK+DXCbdUzQ60BdQ7ry2sRSlU8Ddy5Ei77bbb3DR32GEHV6WnIHCrrbZyf+cFfwoIjzvuOFt//fXTvpIagowZM8Y6deqUdfB33333mRqNpDsDLPGssEMPPTTvJgj5rE+mxi753DvVZ5s1X9m23GF1Qr+wYbkfAgggEDEBgr+ILRjTRQABBBBAAAEEEMhPoNyCP72N5jRp/MLAHVkzCRRiq++XX37pGnhoW+7XX3/ttuUuXbrUOnToYAoEFf55wd8nn3ziGn3owP90w+sm2r59+4zB3zXXXJPTNuLk56+11lq26qqrZiIM/efFDv68F6DqL/Sl5IYIIIBApAQI/iK1XEwWAQQQQAABBBBAIF8BbbHV+XrJo1QVf4nzUACo6r85tctMnVu9Lq7ZvnMhgr8777zTbZc99thj7cEHH7Rdd93VNt54Y7vpppvq/6kKwD//+c/23nvvuZ9n6vKpLqKvvPKKCw1TbfU955xz7MknnzR1+1XzEN1bW3fzGaXa8uvX3COfd8nmswSA2WhxLQIIIFA5AgR/lbOWvAkCCCCAAAIIIIBAAAG/4E/BSN+BHQLcoXiXZAr+3nnxW6v95PtGE9K5bgr/whqq8DvxxBPd1l510T333HNdsKcqvNGjR9eHf8OHD7cRI0ZkHc6lOuPvxx9/tLPPPtsmTJhgF154ofXr18/uvvtumzlzpusqrO7C1dXVbstxpvHWW29ZbW2ttWjRwm688UbbbbfdMn0k9J/7dXLeqXdrq2qzStrnrfh5hS2u+6V7sxcI638rKM526Hu+d/+2pn8yEEAAAQQqX4Dgr/LXmDdEAAEEEEAAAQQQSBIYO7w2pcmAwdWRsipWoxKdwzdq1Ci7/PLLrWPHjm7Lr4I/dfVVB99hw4Y5N1XmqUovjK2+CxcutJNPPtl0XuD1119v++yzT/3azJgxw0499VT76quv3DNVhZjcEVgX//TTT3bXXXe5YNKbn9+1hV54v+Dv/07qYKuvlVsIp2BYFaJepWimoNh7R6r/Cr3a3B8BBBAoHwGCv/JZC2aCAAIIIIAAAgggUCQBbfVNFZJELfgr1nmFBx98sK2yyipuO6531p8X/HkB28orr2yLFy9223HDCP7UuEONQxTe6bzAbt26Nfh2vPnmm3bWWWfZt99+a/3797dBgwY1OLuvrq7OBZVPP/20+/uLL77YDjrooJQBYTG+dn7fuX5nrm/NW6wcyhT0nf582hKbMrEu0P261lTR/COQFBchgAAC0RUg+Ivu2jFzBBBAAAEEEEAAgRwF/EIYbfWN0hZIv+BPLGGGmHvuuaersDvkkEPsnXfeaVDxl7gEXnOPbM/hS7XVV4Gdqge32WYb1/m3devWjVb77bffdoHfnDlzXDA4dOhQ22KLLdy5gVdddZXb3quOwZdddlmgLcE5fp0yfsxve3nY6+RNJJsAkK2/GZePCxBAAIFICxD8RXr5mDwCCCCAAAIIIIBALgKVEvzp3YvxLgrgLrnkElt99dUDBX8K5Nq2beuqBNMNVfMptNt+++0bNPdYsWKFnX/++fb444+7Kr2rr77at1Lviy++sCFDhrh5NWnSxDUUWbBggft3BZWae1VVVS5fk9A+49fRt9DnSioA1LO1JTzd0Dx69mltanDDQAABBBCoLAGCv8paT94GAQQQQAABBBBAIICA33lrvfq3jVz44dctNsxtnGqosf766zvZIBV/+W71/fzzz10zkVmzZrlzBPfbbz/fVf3uu+/siSeecFWBCvy80bVrV3cPNfJo1qxZgG9F4S4pxhqlm326ylDvc4R/hVt/7owAAgiUUoDgr5T6PBsBBBBAAAEEEECgJAJ+QUwUgz+/Bh+q3tL7hD3CDP68e22++eb1FX+q9lPYd8cdd9hmm21mt99+u7Vv377+NfTz2bNn24svvugCPzX/UOWghq7fcMMN7bXXXrOlS3/peKtOvt27dzdtV955551tgw02aHAWYNg+qe7n10ymmN83Vf89N25eyrMtCf+K8S3gGQgggEBpBAj+SuPOUxFAAAEEEEAAAQRKKOAX/PXs08Y6dW5Zwpll/+h01VyFOLMwl+Dvm2++sZEjR5oagHhD3YC1JVgh3h577GE33HCDC+S8ph3z58+v79j71ltvuYBP/5w6daprIuINBXs77bSTHX300dajRw+3xVeNPR544AEXDE6fPr0R6lprrWX6c8QRR9jhhx+ePXoWn/A736/Q23xTTTHI2X+c+ZfF4nIpAgggEAEBgr8ILBJTRAABBBBAAAEEEAhXoJKCP8n4nfMX5nZfbwVyCf6+//57O/PMM+3ll19utJA6k++6666zXXbZxf1sxowZrpFI06ZN7dZbb3VBnjoFv//++/WfbdWqlavi69u3r+21115pK/h0huDzzz9vL7zwQoPQUM9Vt+Dtttsu3C9X0t38zvcrxNoEfRG/OXmfJ/wLKsl1CCCAQPkLEPyV/xoxQwQQQAABBBBAAIGQBcoxjMnnFdMFOWFX/U2bNs11z1VgdtFFFzWYtgK+u+++21Thd+SRR9pGG21U/3NV8qm6L3Go6m6HHXZoFNy99957tmjRItt9993d5RMmTLDnnnvOtt12W3e97qtAMJfx7bff2meffea2Amvrb6YGJLk8w/tMum6+pa4u9dsinhj+6bvDQAABBBCItgDBX7TXj9kjgAACCCCAAAII5CDgF3pom68CmaiNdOe3lbKyLGqOYc/Xr7K0FNt8U71bpvAvqr8PYa8j90MAAQSiLEDwF+XVY+4IIIAAAggggAACOQlUWvAnBL+QST8Lu+ovJ/SYfShdtV85hbGZwr9ymmvMvkK8LgIIIBCKAMFfKIzcBAEEEEAAAQQQQCBKAn4NMaJc4ZSuyQfhTfG/nRPGzTOtSfIol2q/xHllCv9KvS25+KvHExFAAIHKESD4q5y15E0QQAABBBBAAAEEAgr4hWTtqltYr/5tA96l/C6j6q881iRdkFauIWy6cyJp9lEe3ytmgQACCOQiQPCXixqfQQABBBBAAAEEEIi0gN82zKgHf+nO+iO8Kc5XNl3lZTlW+3kq+u5MGr8wZZWirinnuRdnZaP5FDXcUUOblVde2Vq3bm3NmjXL60V0v1VXXTWve5T7h//73/+a/siqTZs2ttJKK5V0yitWrDA1VdLo0qVLSefCw6MpQPAXzXVj1ggggAACCCCAAAJ5CPgFf5UQblC5lccXI8+PpjvXT7cu12q/xPDvuXHzTO+RakR5K3yeSxv44wrZFI6FMdT1Ot+Q7ZlnnrEzzzzT1lxzTbvllltcN+5ch95L95oyZYpdf/31rit2pjFjxgw79dRTXSftrbfe2saMGWNt24ZXVf3iiy/aVVddZa1atbJhw4ZZ586dM00p489vvvlmGzVqlO24446mf1999dUzfibxAgV18+fPt3XWWSerz/ldfM0117hu6Xo3zWfttdcO5b7cJD4CBH/xWWveFAEEEEAAAQQQQCBBYOzw2pQeAwZXR97psdGzfMMbhU8bd27pKrgY4Qr4neunp0SlmjRTeKmt8HoXRmqBc845x5588slQeG644Qbr3bt3XvcKM/j7+uuv7dhjj7WffvrJ/va3v9n666+fdm4KCs8++2xTOKfRokULu/zyy+3AAw/M650SPxzm+3n3zSf4q6urc+/4xhtv2HXXXWc9evTI+10//PBDO+WUU+ybb76x888/34466qi878kN4iVA8Bev9eZtEUAAAQQQQAABBH4V8AvHKiH4S7flV69f7pVnUfySpgv9olZJmu6MQraMp/92esHf0UcfbVtttVVOX+WHH37Y3nzzTQsz+NOWVVX8devWLac56UP/+te/7LTTTrMddtjBzS1dNeIPP/xgl156qT3yyCO26aab2kEHHWQ33XSTq8xTtWCQQEwGs2fPtnXXXdf3+qDBX5B75RP8qcrvlVdesREjRtj06dOtSZMmdvDBB9vFF19szZs3b2Su6xcsWGByCjK0dg899JBtvPHGduWVV1q7du3Sfiysrd1B5sY15S9A8Ff+a8QMEUAAAQQQQAABBAog4Bf89R3YoSKq4dJt+fXCPyr/wvlipQv99IQoVsmlaxQTlerFcFY3u7t4wV8+oV0Y9/Bm7QVjG264oavS69ChQ3YvlHD1Pffc40Kn008/3f785z/73kcVgQqqRo8ebdqurKBPYaH+t8I/hVf6OwWC6YbncMABB9i1116b8tKgwV+Qe+Ua/NXW1trVV19tL730kquG1Lbqc8891/r27esCwFRDZwjKcPLkyTmvR7oPhrG1uyAT46YlESD4Kwk7D0UAAQQQQAABBBAotUClB3/yTRfe6OcKcHr2aV0RQWcpvk+ZGmJoTlGtrqRqNLdvlBcw6Xy3XM/nW7hwoS1evDjUir9cgz9v22smDS/oVAWbzqS7//773dl4l112me27777u44lVgAr/Ro4cmbYqMkhYV8rgT2ukMFXn7+nfFfLtueeebjtudXX6IyMSg7+ampqMFXyZ/JN/rirDI4880jbaaKNsP8r1FShA8FeBi8orIYAAAggggAACCGQW8KvSimJ1Vrq3TXfenz7H1s3M35VUV6Tr3utdH/XKuHTn/el7o9CY8/4afjsqLfhTld99993nKtnmzJljq6yyimtakdzp9oILLrCuXbvaJZdcYs8995yreksM/Tyl7777zlXDvfrqq+4aXa9zDFN1zi3X4E8h3wMPPOBCPzXx0OjUqZOdd955tvvuuwfqApwY/CVXh86dO9cGDRpkS5YsSduwRJ1+hw4dai1btnQhaqbtv7n9l45PVYIAwV8lrCLvgAACCCCAAAIIIJC1QFyCP8FkCv90Tc8+bUxdWxmZBTJto9Ydoh76eQqZzvvT1njGbwJhbNMN4x7ejMLa6vvWW2+5ram77rqr23abHNRNnTrVhgwZYp9++qkLB//0pz/ZNttsk/KrsWjRIlclp2Yh6arkyi34+/LLL23s2LH22GOPuQo/DXXYPeaYY+zwww/PqsIzXfA3a9Ys0xmRahSSrhPzO++845p+VFVV5b2Nm9/hyhYg+Kvs9eXtEEAAAQQQQAABBHwE/LbBVmIAlmnbpkeksKprzRpUcfl8ZxSCKfSTZ7pRKaGf947pzjCM6lbmQv2H0Qur8tm++e6779oXX3yRcquvV+XlBU+Z3kOdddUNVgFb+/btfc+cS76PmnAMGzbMOnfu7H7kne934YUXNugqq/uPGTPGbr/9dlcVuNlmm7ngT51o043u3bu7e2tLsD6njr8nnXSSC7K8US7B35QpU2z48OH2+eefu7l6gZ/COQWcssp2JAZ/V111lavaW7p0qbuNglGZyva4447z7Z48c+ZMu/POO13gePLJJ9saa6xRPw2drbjzzju7tWAgQPDHdwABBBBAAAEEEEAglgJxCv68BQ5S+adrOfuv4a+EtvVOmbjI9M9Mo9JCP70vW34zrfpvP/fCquCf8L8yVYMQr8pLW2YLORKbQ/z444929tlnu07Dasrx/vvvu3BKQZ2q0k499VQXiu23336ui+0nn3ziuvGmG14w9cYbb5iCL3WhVeOPjh071n+sXII/bXHWu6pCUVt6dXaeuhTneoajXjAx+FOYqgBUFYVhjR133NF0PqPOWWQgQPDHdwABBBBAAAEEEEAglgJ+2zUrvYIpU8OPxC+DQixt/21X3TyWDUBU4ac/QQI/uVXyd4ctv8H+M6nz8D766CM79NBDTVVtuYx091iwYIEpLFu+PH3VqfdcnaX31FNPuS2pyVVh6ebWtGlT22mnnaxNmzYu8Dr22GPdGXKqfBs8eLA778/rEqxtvrpGTTxSndWXyUCVbf/73//csxJHuQR/Cs+effZZV3m31VZb5fSOyQZU/GX6VvDzMAUI/sLU5F4IIIAAAggggAACkRHwCzIqObzxFifoltXkELB9dXMXArasalpxQaCq2ubWLnMhn/6ZaTtvok1cGl2kC43j8HuT6j9uau6gbrXFGKqSy7bKbMSIEW47qM6BUwXYDjvskPVUX3zxRTvjjDNswIABNnDgQHfWX2Lwpxsq7Pzss89S3jvdttMrrrjCVMWYuK3Yu4kX/Kkz7bbbbpvy3mqEMXHiRGvWrJk7f1CViqmGt336gAMOcGcUphteJ+NCVs1xxl/WX0M+kIcAwV8eeHwUAQQQQAABBBBAILoCfsGfKtx0zl+lDwVbk8YvDFzNlspDgZdCQI1WVU0iRba47idb8utZfdmEfMkvGZfvi9473VmRcQk/E9f/559/dk0YJk+eXJTvfqqtv+kerEq6M888015++WV3WfL5fEEnfemll9ojjzxif/3rX11wmCr488KyVPf0AjRVEaqph4YaYijEVLj32muvpWxiEea2aW9eycGf1/wkqEWu1yVundY9ggR/2s595ZVXuirDVENhq9ZU9/aqL3OdH5+rbAGCv8peX94OAQQQQAABBBBAwEdAlV1qWhDnIEfvnkv1H1+qX85BjGMjFLb8/vbtX7FihQutvv32W/eXDz/8sGtqkaohw7Jly+zee+9112az5Tbxd2377be39dZbL/Cvn7dFd8aMGe4zvXr1suuuuy6rhg9qDHL88ce7xhN33XWXayCRLvi77LLLbLfddnPPmzdvng0aNMjNWcGghj6r4Z0/ly7405mCmc4KVPil0EvNMdI1wtDa6H5RCv6Cnvm34YYbEvwF/q2I54UEf/Fcd94aAQQQQAABBBCIvYBf8FeJzRmCLLbOPFSok0/1W5DnRP0aVbZ1qalyZx/GdaTb8hunCsjk9U8XYnkVXslbZAv5HXruuedcUw6vwYPO37v11lttm222CfxYr5mIAj9V++lsQVU4LlmyxHbffXdr3ry5q0hTk49Ro0Y16EQ8a9YsVxGpbsK5BH9BJulV7CVX1CV/1js3UXM94ogj0t463VZfNTE58cQTTe92+eWX2yGHHBJkmo2uCVLxp9Az3fZlVQQqeF533XUJ/nJahfh8iOAvPmvNmyKAAAIIIIAAAggkCBD8pf46UAGY2iWuFX6pNNjym/o7ouBP5+Glq/jTeYCqUJs2bZq98sorgf6bnEujEHXiPe+88+zpp5+u70D74IMPutBKVXhBR5Auwqqi0zl8Cv7CrPgLMsegwV+Qe3nXpAv+VOWpMwLvuOMO69atmws01Tgl25Eu+FNVqAJaVYmqg7BsU40vvvjCVZEqfFXXYZ2lyEAglQDBH98LBBBAAAEEEEAAgVgKKLx4bPSsRu+uiq6+AzvE0iTxpb0mF3GuAox7V+N0vwR+wbk+E9ffoSBn0nnbMh977DEXlAUZ2Z7tp3t6gZ265Wp7r6r+Tj31VLdVV6HSpptuGuTRrnHJwoULTecZaqjSb+jQoW4b78iRI61t27burL5x48b5vo93xp8+H3Srr7roKhhVJ13vPMBUEw4a/Om8Q50vOHPmTFepuM8++/i+f6bmHmpioqBN1ZsyVcOTbLsZJwd/v/vd7xo4B1qcpIuaNGniQkj9k4FAogDBH98HBBBAAAEEEEAAgdgKjB1em/LdBwyujq1JqhdXyKPxSwj4S1OMStwSrKBPTUr0T3UvVoDF8Bdgy29DGwV/r776asqGDF5gtmDBgvptmf/617/stNNOc+fOqYFGYnjkbSnVE2677TbbeOONA38VFdZpLgrPunfvbmPGjHFVYdr2q4pEVRBecsklWZ315z3cb8uyF5Zpa6/XjGLRokXu2Z06dcp6q2+v2ZFPAAAgAElEQVSm8M2bT9DgLzFoO/300+sDyFSoQZ7tXaOg7frrr7cePXoEXh9d6G2D1hbpW265xX32lFNOMW3fzXVw1l+ucpX/OYK/yl9j3hABBBBAAAEEEEDAR4DgL7+vhhcI5neX0n5aXYkJ+HJbg3RbfnXHXv3buhA1LiPbM/4U8qjRh6rnEqvwEreTqrGG7ptNRdnf//53FySq8ktdYRUsaij0O+uss9y/63y6Aw88MOulyRT8JVYn5nPGX5DwTZMvVfCntZPlpEmTXPXkTTfdZB07dgzsOX36dNc0RWcmau1VNaltu/LVuX26vyolVfGYbqiiU2GzguWtt97ahcS5bD0OPHEujKQAwV8kl41JI4AAAggggAACCIQhoK2+qSrXtNWXMCgMYe5R6QKZtvzu3b9tbH6XvCq7VA0ZvKYYqrzTGX8dOvxynMA999xjV199tR122GF28cUXu4Dvvffeq9+Wq2owvzPeUn231LlWgdT8+fPddladR9esWTN3qc790xl8Dz30kAuHcqlU84I/dQweMWKEC6h0Jp3Om9O5d3EJ/uSZaK3wT55Bt1B71Z7t2rVzW5DVAMUbTzzxhPsuaBu1jFW1mWqoelSVm2riUl1dnfbaSv/vEO+XXoDgj28IAggggAACCCCAQGwFCP5iu/S8eIgC6gg9ZWJdyjvGqUt2Nmf8ecGfAjqde/fvf//bVeHttttuLrhT51xV7fXr1y/wSikwVEOP2tpa3yq0GTNmuFBR59QFCYs++ugje/fdd+2TTz5xYaI+980339jSpb9s/9dQZVrnzp1d8Jdq5HLGX7lX/Hnv+eSTT7p1Wrx4sfNUhaW6H2caCnx1bc+ePV21YMuWv3UJV8Xn6NGj3d/rbEaFe717925Q9Tl16lQbMmSIffrpp7blllvaNddcEzh0zDQ3fl55AgR/lbemvBECCCCAAAIIIIBAQIEJ4+ZZqu2qcduiGJCLyxBIKZBpy2/XmirrUlNV8XrZbvX1QCZOnGhnnnmmO4dvgw02cBV/hxxyiAuUvGq9THhvvPGGnX/++a7hRKZqvsRKtTXXXDNlsOQ9zwuokp+vQEpNMrbZZht3hp/mrOrEmpoaUxWbhrrSqkGHzvxTkKcRtLlHuQZ/Cj9vv/12F3butdde7p0Sw78WLVrYCSec4Do7a/tuqqFgT2v1+OOPu+sU1iYPXaMtwF4DGJ3LqDMatX1bFYIKWVXB+fvf/96tX5s2bTJ9Rfh5jAUI/mK8+Lw6AggggAACCCAQdwGCv7h/A3j/sAT8umTr/to237NP64o/7y9d8KfASI08VI2nsEZbZBWQXXjhhZZY4fXTTz/Zdttt56q9WrdunXF5dP2DDz7oOveq6kxBnrbz7rvvvmk/mxhWKUxS0Kj5V1U1DGgV6L3wwgvu/DhVlqkybdCgQS5gTNyy7AV16bb6KhR7/fXX3bx23nln11zEz6zcgj9VZCpse/rpp03myQ1CEoNXvZ/CUL2bwtHkLrvaJn3sscfaV1995bZi77fffr4B4T//+U+74oorXLVlq1at3HXeOp977rnWt29fuvhm/C3hAoI/vgMIIIAAAggggAACsRXw60ras08b69T5t61XsQXixRHIQiDdll+Ffzo7s1LH999/76q4VL03YMAAU7fWuXPnptwa6xmo6YaCnw8//NCGDh1qH3zwgfuRgiJVeCkoTNeoQSGizgd86aWXXBila7Vd2KtEy2StUEnVYl4nWX1eXXn/9Kc/1YdMyffIp7mHqgSTRzkHf9tuu60LRHUm4rRp05yxxrrrrutCvf3337/B62g95KmGH95QAKjvg9baC+4eeeQRd4afqjvvuusuW2+99VIulQJhbc1WhaHO/VOFn4YC0z59+rjwcLPNNsuq8Uum7wQ/r0wBgr/KXFfeCgEEEEAAAQQQQCCAAMFfACQuQSALAb8qWt1CYbpC9Uoaaqxwxhln1IdCye+mKjcFRQqAFOw1bdrURo4caZtvvrn98MMPLvi57777XBWXtsnuvfferkmEwjh99qCDDrJjjjnGdYz1OvsqVFRF4KOPPuo+p6EASCGgttVmM3R2n6oOvdBRn1VApcYgRx55pG2xxRYNbhdm8KcgS9tXtfVY24RV6egNr+JPBuuss45vuKXAVWcOKixVMwyFYqmGQjTvbMLkar3E63WdtlirijJ5aFuztvFqjZKr+LxrFQ4+9thjbg1VpecNvYfCvj322MNtd37//fddQxc9K7Fjs74TOkdRQd/zzz9vM2fOdLfQ83bZZRdbtGhRgxBSYa3OCVTY27VrV1dF6je3bL4XXFtZAgR/lbWevA0CCCCAAAIIIIBAFgJ+FUpxOZMsCyouRSCQQNzO+5s+fboLg37++WfXfVdbYr1tsQphvHPeEgMzbctVqDNu3DhXGaigRvc4+eST3fXJlXyCV1WYAkNtOVWVoBf46bNqAKIKNK+iLNBCJVyk8Eznxt1555319/XrUpsp+PM6BSvA0lwvuOACF0YqqFRn4/vvv9+FUwpAVc2m4FPBnrYNr7/++vWz8oK/bN8lyPXpgj9VbOrnS5YsqQ/ctC1Z4a4amCSGdOmepfV54IEH3HspAFQ4p3XX33lNOxR2al3feustmzJlir399tuuWYdXWaj7K9hTYw9VDW644YbukXJVWDxhwgT3/UkcXgAqY1WR6rvIQIDgj+8AAggggAACCCCAQGwFpk9bYqr6Sx6VWJkU20XmxYsuoIY5qvzzG3HcSp8YmA0bNsyd2/b555+7Kq2LLrooZUCjgOfGG290W3m1rVSf+d///ue6/mo7abdu3UINdxQiKYxSQw7NsUePHo2WMFPwp1BSgZT+eOPEE0905wIqYFQTk5dffrnBfbWtWVtkE6v19Bz9CWsoyFMQpg7F6YI/BZaqwtN23DB8dT+tlSo8VfmpSj5V/mkLsf75r3/9y5kkvquuU/XnH//4RxeapqsuVMXmU0895Z6RGBp6nZRTba8Oy5T7REeA4C86a8VMEUAAAQQQQAABBEIWIPgLGZTbIfCrQKbz/uLQ7CPxy6DgaciQIa76S5V7Ov9v6dKltsMOO2SsIlNgpuFVD2r758cff+y2dxZ7W2fye3gdfNX9V1VoqvBTBZ9CTQ1VrO20007189S2XlW26R1UoahKOP0J2r04118wbeFdsGCB216tMCxdIKZt1prjnnvuGbqv5vGPf/zDrbsqHLXdWRWActXfabtzunMd072/KgX1vdJ3Q+Fhttu+c7Xlc+UvQPBX/mvEDBFAAAEEEEAAAQQKJOBXmUTFX4HAuW1sBLTld9L4habfsVRDzT727t/WdfxlIIAAAggUToDgr3C23BkBBBBAAAEEEECgzAX8gr921S2sV/+2ZT57podAeQtkOu+v0jv9lvfqMDsEEIiLAMFfXFaa90QAAQQQQAABBBBoJKBg4rHRsxr9PcEfXxYEwhHw+x3z7k74F44zd0EAAQT8BAj++G4ggAACCCCAAAIIxFbAL5QgjIjtV4IXL4BApmYf/L4VAJ1bIoAAAr8KEPzxVUAAAQQQQAABBBCItcDY4bUp33/A4OpYu/DyCIQpkK7Zh57DmX9hanMvBBBA4DcBgj++DQgggAACCCCAAAKxFtBWX1X+JQ+Cv1h/LXj5AggECf/UWKdLTVUBns4tEUAAgXgKEPzFc915awQQQAABBBBAAIFfBfyCv74DO9BxlG8JAiELEP6FDMrtEEAAgQwCBH98RRBAAAEEEEAAAQRiLUDwF+vl5+VLIJAp/NOU1GCnZ5/WhO8lWB8eiQAClSVA8FdZ68nbIIAAAggggAACCGQpMGHcPFPzgeTRq39bFz4wEEAgfIEg4Z/O/WPrb/j23BEBBOIlQPAXr/XmbRFAAAEEEEAAAQSSBCaNX2DTpy0h+OObgUCRBYKEf5oSAWCRF4bHIYBARQkQ/FXUcvIyCCCAAAIIIIAAAtkK+AV/Pfu0cdVGDAQQKJyAGus8N25eygY7yU8lACzcOnBnBBCoXAGCv8pdW94MAQQQQAABBBBAIIAAwV8AJC5BoIACCv8+n7bEpkysC/wULwRsV92cLfmB1bgQAQTiKEDwF8dV550RQAABBBBAAAEE6gX8tht2ramyLjVVSCGAQJEEgm79TZ6OQsCWVU2tVVUTty1Y/66h/81AAIH8BDjrNj+/cvg0wV85rAJzQAABBBBAAAEEECiZgM73U9Vf8tA2X233ZSCAQPEEVP2nADDVuZvFmwVPQgABT4At9tH/LhD8RX8NeQMEEEAAAQQQQACBPAQI/vLA46MIFEiAALBAsNwWgRwFOPc2R7gy+BjBXxksAlNAAAEEEEAAAQQQKJ3A3NqlNmHcvEYT0PamXv3blm5iPBkBBFzTj0njF5p+TxkIIFA6AargS2ef75MJ/vIV5PMIIIAAAggggAACkRYg+Iv08jH5mAh4DUDm1C4jBIzJmvOa5SVA8Fde65HNbAj+stHiWgQQQAABBBBAAIGKE1Cg8NjoWY3eS+ca9R3YoeLelxdCIOoC+p2d+2sAyFmAUV9N5h8VAf2/h/p/FxnREyD4i96aMWMEEEAAAQQQQACBkAXGDq8l+AvZlNshUAwBhYAaS+qW2+K6n9y/e9uCvf9djHnwDAQqVaB9dXPbuHNLQr8ILzDBX4QXj6kjgAACCCCAAAIIhCOQKvjTnQcMrg7nAdwFAQQQQAABBBAogQDBXwnQeSQCCCCAAAIIIIBAeQloq69XOZQ4M7Y2ldc6MRsEEEAAAQQQyE6A4C87L65GAAEEEEAAAQQQqEABgr8KXFReCQEEEEAAAQSM4I8vAQIIIIAAAggggEDsBSaMm5eyUygVf7H/agCAAAIIIIBApAUI/iK9fEweAQQQQAABBBBAIAwBv+CvV/+21q66RRiP4B4IIIAAAggggEDRBQj+ik7OAxFAAAEEEEAAAQTKTWDS+AU2fdqSRtPq2aeNdercstymy3wQQAABBBBAAIFAAgR/gZi4CAEEEEAAAQQQQKCSBQj+Knl1eTcEEEAAAQTiK0DwF9+1580RQAABBBBAAAEEfhWYOrHOpkysa+RBxR9fEQQQQAABBBCIsgDBX5RXj7kjgAACCCCAAAIIhCKgbb6q+kseXWuqrEtNVSjP4CYIIIAAAggggECxBQj+ii3O8xBAAAEEEEAAAQTKTsAv+NP5fqr6YyCAAAIIIIAAAlEUIPiL4qoxZwQQQAABBBBAAIFQBebWLjV19k0eBH+hMnMzBBBAAAEEECiyAMFfkcF5HAIIIIAAAggggED5CfgFf+2qW1iv/m3Lb8LMCAEEEEAAAQQQCCBA8BcAiUsQQAABBBBAAAEEKltgcd1ye2z0rEYvSfBX2evO2yGAAAIIIFDpAgR/lb7CvB8CCCCAAAIIIIBARgG/4K9VVVPrO7BDxs9zAQIIIIAAAgggUI4CBH/luCrMCQEEEEAAAQQQQKDoAmOH16Z85oDB1UWfCw9EAAEEEEAAAQTCECD4C0OReyCAAAIIIIAAAghEXkBbfVX5lzwI/iK/tLwAAggggAACsRUg+Ivt0vPiCCCAAAIIIIAAAokCfsGftvpqyy8DAQQQQAABBBCImgDBX9RWjPkigAACCCCAAAIIFESA4K8grNwUAQQQQAABBEooQPBXQnwejQACCCCAAAIIIFA+AhPGzbO5tUsbTahX/7am7r4MBBBAAAEEEEAgagIEf1FbMeaLAAIIIIAAAgggUBCBSeMX2PRpSxrdu2efNtapc8uCPJObIoAAAggggAAChRQg+CukLvdGAAEEEEAAAQQQiIwAwV9kloqJIoAAAggggEBAAYK/gFBchgACCCCAAAIIIFDZAlMn1tmUiXWNXpKKv8ped94OAQQQQACBShYg+Kvk1eXdEEAAAQQQQAABBAILaJuvqv6SR9eaKutSUxX4PlyIAAIIIIAAAgiUiwDBX7msBPNAAAEEEEAAAQQQKKmAX/Cn8/1U9cdAAAEEEEAAAQSiJkDwF7UVY74IIIAAAggggAACBREg+CsIKzdFAAEEEEAAgRIKEPyVEJ9HI4AAAggggAACCJSPwNzapTZh3LxGE2pX3cJ69W9bPhNlJggggAACCCCAQEABgr+AUFyGAAIIIIAAAgggUNkCBH+Vvb68HQIIIIAAAnEUIPiL46rzzggggAACCCCAAAKNBBbXLbfHRs9q9Petqppa34EdEEMAAQQQQAABBCInQPAXuSVjwggggAACCCCAAAKFEhg7vDblrQcMri7UI7kvAggggAACCCBQMAGCv4LRcmMEEEAAAQQQQACBqAmo4k+Vf8mD4C9qK8l8EUAAAQQQQEACBH98DxBAAAEEEEAAAQQQ+FXAL/jTVl9t+WUggAACCCCAAAJREiD4i9JqMVcEEEAAAQQQQACBggoQ/BWUl5sjgAACCCCAQJEFCP6KDM7jEEAAAQQQQAABBMpXYMK4eabuvsmjV/+21q66RflOnJkhgAACCCCAAAIpBAj++FoggAACCCCAAAIIIPCrwKTxC2z6tCWNPHr2aWOdOrfECQEEEEAAAQQQiJQAwV+klovJIoAAAggggAACCBRSgOCvkLrcGwEEEEAAAQSKLUDwV2xxnocAAggggAACCCBQtgJTJ9bZlIl1jeZHxV/ZLhkTQwABBBBAAIE0AgR/fD0QQAABBBBAAAEEEPhVQNt8VfWXPLrWVFmXmiqcEEAAAQQQQACBSAkQ/EVquZgsAggggAACCCCAQCEF/II/ne+nqj8GAggggAACCCAQJQGCvyitFnNFAAEEEEAAAQQQKKiAOvqqs2/yIPgrKDs3RwABBBBAAIECCRD8FQiW2yKAAAIIIIAAAghET8Av+GtX3cJ69W8bvRdixggggAACCCAQawGCv1gvPy+PAAIIIIAAAgggkCiwuG65PTZ6ViMUgj++JwgggAACCCAQRQGCvyiuGnNGAAEEEEAAAQQQKIiAX/DXqqqp9R3YoSDP5KYIIIAAAggggEChBAj+CiXLfRFAAAEEEEAAAQQiKTB2eG3KeQ8YXB3J92HSCCCAAAIIIBBfAYK/+K49b44AAggggAACCCCQQkBbfVX5lzxU8afKPwYCCCCAAAIIIBAVAYK/qKwU80QAAQQQQAABBBAoigDBX1GYeQgCCCCAAAIIFEGA4K8IyDwCAQQQQAABBBBAIDoCE8bNM3X3TR5U/EVnDZkpAggggAACCPwiQPDHNwEBBBBAAAEEEEAAgQQBv+CvV/+2pu6+DAQQQAABBBBAICoCBH9RWSnmiQACCCCAAAIIIFAUgUnjF9j0aUsaPatnnzbWqXPLosyBhyCAAAIIIIAAAmEIEPyFocg9EEAAAQQQQAABBCpGgOCvYpaSF0EAAQQQQCD2AgR/sf8KAIAAAggggAACCCCQKDB1Yp1NmVjXCKVrTZV1qakCCwEEEEAAAQQQiIwAwV9kloqJIoAAAggggAACCBRDQNt8VfWXPLTNV9t9GQgggAACCJRKoK6uzqZNm2a77LKLrbTSSqFM46OPPrLPPvvMWrZsaTU1Ndaihf95titWrLDJkyfb3LlzbYMNNrBtt902lDlwk8IJEPwVzpY7I4AAAggggAACCERQgOAvgovGlBFAoGQCCoK+/fZbq6qqsiZNmpRsHvk++M0337TZs2e70Gu3/8/eeUBLVZ39+1W6gFfpoGJBLCAiokKQREOiiAiJMRprwC5WRLGiFLvBEqNiI1GjJn+NooKikhAL4VNjA+wGFESaAl4EQQX8r9825+bcuXNmzpl6ZuZ517rrIrPLu5+9h6zv973lJz+xJk2aZLtkzue/8847du655zrR7YorrrDBgwdnvcfatWvtrLPOspdeesmOPPJIGzNmTEpBcd68eXbKKafYokWLnA+HHXZY1j6wQH4JIPzlly+rQwACEIAABCAAAQiUGIGlC9aZOvsmmjr6qrMvBgEIQKDQBDZs2GBffPGF6bcEqS233DKtCxLkli9fbt9++60T5Fq1apVzYU6i0WWXXWaTJ0+2rl272i233GJbb711Wt/iOOD8889359h2223t3nvvtQ4dOsTOTfEeMWKETZ8+3d3nTTfdZPvss09Wfs6YMcOGDx/u1rj11lutd+/eKdebOHGiXX/99bbHHnvYbbfd5vzA4k0A4S/e94N3EIAABCAAAQhAAAIFJoDwV2DgbAcBCKQloOiqoUOH2vz5823QoEE2fvz4tHO++uorO+OMM1xaZr7ELKWcnnbaaU6UlLgoIap///5pfYvjgFIQ/sTtk08+sTPPPNOl5u6666525513Wtu2bTNC6hcS27VrZ7169bL69esnXatLly7285//3E4++WT78MMPndC7yy67pNz38MMPtx49emTkG5NyRwDhL3csWQkCEIAABCAAAQhAoAwIrK5eb5MmLKpzkmZV9e3QYfGLACkD5BwBAhBIQyCuwp/ERUWLKWpsp512sgkTJhDxl8FrFkf9hLW33nrLxo0bZ0cddZRLtd10003TTm3evLnpx2+KcLzkkktcVGg6k+C8/fbbu6jOsHbzzTfbgAEDwg5nXJ4IIPzlCSzLQgACEIAABCAAAQiULoE/X7sgqfPHXdSxdA+F5xCAQMkSiKvwJ6BKP16xYoWr8dewYcOSZVzMiD+lzEYR1DKBfPbZZ7sIUM8WLlxow4YNc9F7RxxxhPuzIgAfffRRO+CAA+pEEX722Wd24YUX2pIlS+ycc85xkacaP2nSJCfuJUs/19/FsVZiJvxKeQ7CXynfHr5DAAIQgAAEIAABCOSFgCL+FPmXaAh/ecHNohCAQBoCcRb+yuXy4iD8NWvWzFq0aJFTpBJlV69ebX7hTxF+auIhkc+L1Gzfvr1dfPHF9sQTT1ifPn1c2vYWW2zhfNH4UaNGuc+82n4S9a666ip78MEHXZ1B1f3TGlj8CCD8xe9O8AgCEIAABCAAAQhAoMgEgoQ/pfoq5ReDAAQgUEgCCH/5px0H4S9s/cYoNLxzecKfmr4oJVuNPBo0aGDXXHONHXzwwW5Jf/1ApRBLHFQU52OPPWajR492KcUSBPv16+fGf/nll67L8MyZM+uIhVF8ZGx+CSD85Zcvq0MAAhCAAAQgAAEIlCABhL8SvDRchkAMCajpxaxZs1zElUwiSvfu3V1k1CabbBLa43wIf4riUjTYxo0bXe03r/6bUjnffPPNmm7AauKw3XbbJfXX3zlYZ2vZsmXKc2lPNaX4z3/+U3N2sejWrVvKlNBM5yUCllD1+uuv19xH586dbeedd3aNSaIIf0px/fe//20rV650Wyj6be+99844rdVL9c238Hf66afbX//6V7v22mvtu+++c01ClOKrtyjGuk+9V4l5TZs2dSLfmjVr3H/rLatZhwRACYaeeWKh1rjhhhtcBCEWLwIIf/G6D7yBAAQgAAEIQAACEIgBgeceWmbq7ptoBx7dxtp2bBwDD3EBAhCIM4F33nnHrrzySieiqAZeoklA0edhLR/CnwQwCUESwxQNNmTIENct+OGHH67ls0SxAw880EV/eamfnt/+zsHqCCsBK7GBhMZKKPvTn/5k9957r1VXV9c5duvWrd1ciaJ+SzevcePGrrnFiBEjTGmyQbZ8+XLH+9lnn61zHxKqrrvuOvvjH/9oanaRqgOy/FHDColn69bV/t8I7X/iiSfaSSedFLnWYaLwJ0FRe2VqurNWrVrVEjS9iL/XXnvNzjvvPNt3331rIvq0j3x46KGH3FtQuvGee+7phFwJnGoAIiEwWQdhvQE1GxG3jh2pg5vpneVzHsJfPumyNgQgAAEIQAACEIBASRKY+dRymztnTR3f+wxsaZ26NS3JM+E0BCBQGAISjySSeVF+/rptEkkk6kSN7Mq38CexSpF4L7zwgotek3iniLBly5bVCGXJor3CCH8SFkeOHGkvvviiuwCJUm3atHFRYxJFFWGo/W6//Xbr2bNnzSWlmpfoW2JNOv9NKyJNnYffe+8999cSCyU0KkLNq3+nyD/dkyIdg4Q/f1qr1tF4RUOKwbx585wQqLP96le/sssvvzyS+Pfuu+86/op+VL08L/ow0xfrP8Orr75qixcvNp2xS5cubkkxl/+eWCqhWiKw/j6xCYjGa74i/3bcccc6LuUzWjHT8zOvNgGEP14EBCAAAQhAAAIQgAAEEggg/PEkIACBTAhIZPHSIhUdp8iqX/7ylzUikFIp58yZYy+//LKdcsopobfIt/AnIWz9+vVOsFKHVoli8vUf//iHS+1UmqciyBTxtdtuu9X4nU748zeR0CTVhpMIuMMOO9SsIYH0kUcecYKXhDRZsnlqPOGPKFuwYIGrTzd9+nQ3x1+Tzltc60hEU6SfRDnVsrvssstcB2KZhEdF79144401Qm0y4c/vj9Y5+eST7bTTTqtJ7VUU47hx42zKlClOWPTXwQt9yb6Bik6UCBvFPBFTc1JFLSaumaxxh+46rCH8hSVVvHEIf8Vjz84QgAAEIAABCEAAAjElMHtGtc2aUTcdjYi/mF4YbkEgBgT8IphEP4k/ikTLheVb+FN9vrFjx7potUTzhB39vVI+lRLsWTrhT9GPmiNxafDgwU4ca9KkSVokEvMkoCqKTmnG6hibbJ4/Ck9Rg2pY0bt375r1p02b5tKAtf8vfvELl+6rsyaa0psVpSkhMJlo5vdH0ZESExNrNM6fP99Fzal+oQRG+eyvhZf20BkOUErwHXfcYXfffbfzv1OnTq47749//ONQKz799NNuvMzf6CPU5P+mCN9yyy2Ro1jDrs+47Akg/GXPkBUgAAEIQAACEIAABMqMgNJ8FfWXaErzlfiHQQACEEgkIHHonHPOcSLTMccc4yLLojTwSEU038KfautJPFJtt0RTjbczzjjD1eaTMChxyLNUwp8EKaXYPv/889auXTuXyutF9KU6qyINL7zwQnviiSdcTcHEFODEuSCWvaUAACAASURBVH5xTzX2LrjgAjfEv04yUdC/jqLlFMGnmoyJwp9/nW222cbuuuuuWhGL/nUkoKkDriIaVdNQ586XyS9FBUpgnDt3rotoTIxETLf3woULXXOPDz/80H72s5+5+oUSECXk5cK0niJIseISQPgrLn92hwAEIAABCEAAAhCIIQGEvxheCi5BIOYEJMBMnDjRNUH4wx/+4Jon5MryLfylqjmYau9Uwp/EKEXHab6i9pROGyYC7vPPP3fz3n//fUvVMMRjK/Fq6NCh9umnn9r+++/vxCtFB/rXUcddRS56Kb7J7iWoq69/nXTn8KIjwwiW2bwNibBXXHGFKVpPUX577LGHS9MOI6x6+yamU3tvwB/hmY2Pmovwly3B3MxH+MsNR1aBAAQgAAEIQAACECgjAuroq86+iaaOvursi0EAAhDwE1D0lYQj1XiLUl8tLMV8C3+K6FNTh2SWqfDnjxRM1jAi6Ox+wTBME5Qg8dEvCIZZJ0j48/sT9r7yKfypycaZZ55pM2fOdM05MukkrPc6YcIElxrtdZ0OwyjZ+anxF/ZVFG8cwl/x2LMzBCAAAQhAAAIQgEBMCSD8xfRicAsCMSXgF5/yLfwdcsghNn78+LRpxH6fkkW8vf76664mnerkpRLmMhX+pk6d6lJ9ZVGEP79fYcQo/zn9KbZR1wkS/vzrhH1+UYQ/dXlWWnRYk/Cn6L433njDRUYqrTysqWOzoiGffPJJl4quGoqqeajov0TW+rt77rnH1BU5qDai9kX4C0u/eOMQ/orHnp0hAAEIQAACEIAABGJKYHX1eps0YVEd75pV1bdDh3WIqde4BQEIFIuAPworH8Jf1LRVcfDPUZMRRXcpDdmzfAt/6qSrBh2KKIsi/L377rt26qmn2rJly0I1jAiK+HvrrbecsLl8+fJQ6wQJf35/+vfvbxdddFHaZ7bpppu6eonJGokkTvb2TbtoDgYo9Vbin7pNq1Oz3sXOO+/s6hEmCn9vvvmmiyyUMKnfqgWYrGYlwl8OLibPSyD85Rkwy0MAAhCAAAQgAAEIlCaBP1+7IKnjx13UsTQPhNcQgEBeCXiNHaJEe4V1yN8oo0OHDi4SS91bU9nbb7/tBDQJPIlNOTQv38KfX3hTR93rrrsubZSi/FqyZIkdf/zxNm/ePAtTm8+f0uuvweePVEwmfPrZ+fkmCrd+f/w1BMPeXbpxhRT+1Gn6tddeswcffNA6d+7sxOCnnnrKNfNIFl2phi/6TM1RVLdyn332qXMchL90N1z8zxH+in8HeAABCEAAAhCAAAQgEEMCCH8xvBRcgkCMCTzyyCM2atQo5+Epp5zioqpyaf6mC2Ei6G644QbXgVbdXtUI4rDDDqvlTr6FP3+n3HTdcP2Offfdd64zrxpXpOvGq3n+rr6XXHKJDRkyxC3nj8Js1aqV3XnnnbbbbrslvRK/SJoo/PlFwXTr5PK+g9byRziGeQeJ67zzzjt29dVX26WXXmpdunRJmaqrvZSuPWPGDNdARG9QDPyG8FeIW89uD4S/7PgxGwIQgAAEIAABCECgTAko1Vcpv4mmVF+l/GIQgAAE/ATmz5/vUkv/85//OHFE0VXJIqQypeYXp7S+hL3evXsnXe7ll1+uSefcaaed7O6777Z27drVGptv4U+b+cVKCY9jxowJlf7qF/MUrSeWiqRMNNUnPOuss+zVV1+1ZOKiuiyr27IsaH/VspNg+8QTT7hxyVK1H330UVcTT2nL6c7x9ddf28aNG13jjXxYtsKfGnvozI0aNXLupRPuvJRfRY4mExrTzc8HA9aMRgDhLxovRkMAAhCAAAQgAAEIVAgBhL8KuWiOCYEcEnj44YeduCWBSEKVatwpzVUNFWSrV6+2xx9/3KWxqkFDFJNgo8g9pWnKJCwdeuihdsQRRzjRS/bpp5+afJg0aZLbq3Hjxm7O4MGD62xVCOFPYpE6BivtV9avXz8bMWKE7bjjji7tV2dSDT3VmFOTih49erhxEqbEUYKbTNFmilDr1q1bzbw5c+bY2LFjTYKooho1Xiz8pjRg1ab78MMP3ZiDDz7Y1ejzotYWLFhg11xzjeuQK1YSEpMJf36BUescdNBBds4557ixnmmMoj7l81VXXWU9e/aMcr2hx2Yr/CVulE640x1JZP7444+dQNq+fftaS6SbH/pgDMwbAYS/vKFlYQhAAAIQgAAEIACBUibw3EPLTN19E+3Ao9tY246NS/lo+A4BCOSJgAS/22+/3SZMmODEP5mEojZt2tj69etdww1ZmG61yVyUuCTBUI0z0pn2VYSW6vwla8pQCOFPPn700UdOANVvzyRaqsmEeKizbLK6iDrryJEj7cUXX6yZJ3FOop0ERc3z+KY65zPPPGOjR492op5nrVu3dn/U/uKk5hUSYydPnpxU+NNYCZRK39Y4/zoSdZUO7N1tPmo8+u+60MJfuneG8JeOUPE/R/gr/h3gAQQgAAEIQAACEIBADAnMfGq5zZ2zpo5nfQa2tE7d/tcZM4au4xIEIFBEAoqQeuGFF1yUlCLNEk0RU14kYCZuSlB88sknXfru3Llz6ywhIWvfffd1tdm6du0auEWhhD85UF1d7dJ1FYnoCXaeY/L3gAMOcBF9Ekj9JkFNEY4PPPCALV68uNZnmqcIQKX66rzJxE1vgtJVr7zyShcd6DeJiLoLRU5eeOGFKYU/zZMPOseUKVNqhF3/OcL6k8m9e3MQ/rKhV5lzEf4q8945NQQgAAEIQAACEIBAGgIIfzwRCEAgWwIrV640paTqtyLc1EyhZcuWobrbhtlb63722WdOAGzYsKHtuuuu1rZt25rU4jBrFHKMUnhVC/GDDz5w26r+oNKUvVToIF8kpi5btswJd0phVkdjpdmq+UdY868hQXGXXXax7bff3kX8RTXNF3P9aL7OIUE3ij9R9/TGv/feey59Wvfub2aS6XrZROyJqQRT1UdM1jk6U5+Yl1sCCH+55clqEIAABCAAAQhAAAJlQmD2jGqbNaO6zmm6962y3ftWlckpOQYEIAABCMSVwNSpU116sSIhGzRo4GoieunRYToehzlXWOFPXZIl8nmirdZWB2YJsopCzYUIGcZfxkQngPAXnRkzIAABCEAAAhCAAAQqgIDSfBX1l2hK81W6LwYBCEAAAhDIJ4F///vfLrpPqdJ+U5ShmqGoBqIiPbOxsMKf9jj//PNdOnSipeq8nI1vzM0NAYS/3HBkFQhAAAIQgAAEIACBMiOA8FdmF8pxIAABCJQYgeXLl9vLL7/sGsN45tU29HcUzuZYahSjmpRKQz/22GNTLqUGJ/4mLRrcuXNn23nnnTNKmc7Gb+aGJ4DwF54VIyEAAQhAAAIQgAAEKoiAOvqqs2+iqaOvOvtiEIAABCAAAQhAIO4EEP7ifkP4BwEIQAACEIAABCBQFAIIf0XBzqYQgAAEIAABCOSQAMJfDmGyFAQgAAEIQAACEIBA+RBYXb3eJk1YVOdAzarq26HDOpTPQTkJBCAAAQhAAAJlSwDhr2yvloNBAAIQgAAEIAABCGRL4M/XLki6xHEXdcx2aeZDAAIQgAAEIACBvBNA+Ms7YjaAAAQgAAEIQAACEChVAor4U+RfoiniT5F/GAQgAAEIQAACEIgzAYS/ON8OvkEAAhCAAAQgAAEIFJUAwl9R8bM5BCAAAQhAAAJZEkD4yxIg0yEAAQhAAAIQgAAEypeAuvqqyUeiEfFXvnfOySAAAQhAAALlRADhr5xuk7NAAAIQgAAEIAABCOSUQJDwd+DRbaxtx8Y53YvFIAABCEAAAhCAQK4JIPzlmijrQQACEIAABCAAAQiUDYGZTy23uXPW1DlPn4EtrVO3pmVzTg4CAQhAAAIQgEB5EkD4K8975VQQgAAEIAABCEAAAjkggPCXA4gsAQEIQAACEIBA0Qgg/BUNPRtDAAIQgAAEIAABCMSdwOwZ1TZrRnUdN7v3rbLd+1bF3X38gwAEIAABCECgwgkg/FX4A+D4EIAABCAAAQhAAALBBJTmq6i/RFOar9J9MQhAAAIQgAAEIBBnAgh/cb4dfIMABCAAAQhAAAIQKCoBdfRVgw+Ev6JeA5tDAAIQgAAEIJAhAYS/DMExDQIQgAAEIAABCECg/AkECX/q6KvOvhgEIBA/Aqur19u8/zbl0Z9XV2+In5N4BAEIRCLQrKqeK7HRrKp+pHkMNkP44xVAAAIQgAAEIAABCEAggIBEg0kTFtX5VP+Hx6HDOsANAhCICQFP7FN6vv6MQQAC5UeA/+3N7E4R/jLjxiwIQAACEIAABCAAgQoh8OdrFyQ96XEXdawQAhwTAvEl4Al+yZrwxNdrPIMABDIloGh7Rd1j4Qkg/IVnxUgIQAACEIAABCAAgQokgPBXgZfOkUuCQFDX7ZJwHichAIGMCKixlhpsYeEJIPyFZ8VICEAAAhCAAAQgAIEKJKBU32Spg0r1pdZQBT4Ijlx0Avo+znxqhakGJwYBCFQWAf63N/p9I/xFZ8YMCEAAAhCAAAQgAIEKIoDwV0GXzVFjT0Ci37SHllHHL/Y3hYMQyC0B/T/a1NyDaL/oXBH+ojNjBgQgAAEIQAACEIBABRF47qFlSSOLqDNUQY+Ao8aCQFCX7WTOSSSQQNC0qr6pG6h+YxCAQOkSIMI+87tD+MucHTMhAAEIQAACEIAABCqAwMynlps6hSYadYYq4PI5YmwIhBX9uvetclFBGAQgAAEI/EAA4Y+XAAEIQAACEIAABCAAgRQEEP54HhAoLgGl9yrlPpWpy2efgS2ou1ncq2J3CEAghgQQ/mJ4KbgEAQhAAAIQgAAEIBAfAkGdQ4ksis8d4Un5Eggj+hF9W773z8kgAIHsCSD8Zc+QFSAAAQhAAAIQgAAEypiA0nwV9Zdoqh8mwQGDAATyRyCoxqa3I7U288eelSEAgfIggPBXHvfIKSAAAQhAAAIQgAAE8kQgqLYYwl+egLMsBP5LICjNHtGPJwIBCEAgPAGEv/CsGAkBCEAAAhCAAAQgUIEEgoQ/1RRTtBEGAQjknkC6Zh5E+uWeOStCAALlSQDhrzzvlVNBAAIQgAAEIAABCOSIQFCNsWZV9e3QYR1ytAvLQAACHoF0df0Q/XgrEIAABMITQPgLz4qREIAABCAAAQhAAAIVSuDP1y5IevLjLupYoUQ4NgTyRyBVXT+a6uSPOytDAALlSQDhrzzvlVNBAAIQgAAEIAABCOSQwKQJi0xRSImG8JdDyCwFATNLleJLej1PBAIQgEB0Agh/0ZkxAwIQgAAEIAABCECgwggECX9K9VXKLwYBCOSGQNB3TauT4psbxqwCAQhUFgGEv8q6b04LAQhAAAIQgAAEIJABgaDUQ4S/DGAyBQIBBGbPqLZZM6qTftpnYEtTJ20MAhCAAASiEUD4i8aL0RCAAAQgAAEIQAACFUggSPgjAqkCHwNHzguBVA09SPHNC3IWhQAEKoQAwl+FXDTHhAAEIAABCEAAAhDInMDMp5bb3Dlr6ixAFFLmTJkJAT+BoO+YxiCw81YgAAEIZE4A4S9zdsyEAAQgAAEIQAACEKgQAgh/FXLRHLMoBFJF+ym9VwI7BgEIQAACmRFA+MuMG7MgAAEIQAACEIAABCqIgKL9JP4lGqJEBT0Cjpo3Aqmi/aijmTfsLAwBCFQIAYS/CrlojgkBCEAAAhCAAAQgkDkBhL/M2TETAqkIpIr26963ynbvWwVACEAAAhDIggDCXxbwmAoBCEAAAhCAAAQgUBkEli5YZ2rwkWg0HaiM++eU+SOQKtrvuIs65m9jVoYABCBQIQQQ/irkojkmBCAAAQhAAAIQgEDmBBD+MmfHTAgEESDaj7cBAQhAIP8EEP7yz5gdIAABCEAAAhCAAARKnECQQNGsqr6pBhkGAQhEJ0Btv+jMmAEBCEAgKgGEv6jEGA8BCEAAAhCAAAQgUJEE/nztgqTnJh2xIp8Dh84BgaDvFE1zcgCXJSAAAQj8lwDCH08BAhCAAAQgAAEIQAACIQhMmrDIFPmXaHQdDQGPIRBIIBDUMEfD+E7xXCAAAQjkjgDCX+5YshIEIAABCEAAAhCAQBkTQPgr48vlaAUnEPR9Itqv4FfBhhCAQJkTQPgr8wvmeBCAAAQgAAEIQAACuSGgrr5q8pFoBx7dxtTdF4MABMIRCGqWo9l8n8IxZBQEIACBsAQQ/sKSYhwEIAABCEAAAhCAQEUTCGpE0GdgS1OUEgYBCIQjEPRdkoAu4Q+DAAQgAIHcEUD4yx1LVoIABCAAAQhAAAIQKGMCCH9lfLkcraAEgpp6IKIX9BrYDAIQqBACCH8VctEcEwIQgAAEIAABCEAgOwJBzQioSZYdV2ZXFoFUTT3okF1Zb4HTQgAChSGA8FcYzuwCAQhAAAIQgAAEIFDiBBD+SvwCcT8WBIJqZSKg5+d6NmzYYF988YXpd5MmTWzLLbfMz0b/XfXbb7+1FStW2CabbGKtWrWyevXq1dpv5cqVtnbtWmvevLn7wSAAgfwTQPjLP2N2gAAEIAABCEAAAhAoAwJBDQmoS1YGl8sRCkYgKM230pp6fPbZZ/baa6857nvttZdttdVWebmDRYsW2dChQ23+/Pk2aNAgGz9+fEb7SKz785//bHvuuafzN8hef/11O/30062qqsruvfde69ChQ62h559/vk2ePNnOPvtsO+OMMyL7MnXqVBs+fLj16tXLbrvttsjiYbb7R3aYCRCIAQGEvxhcAi5AAAIQgAAEIAABCMSfAMJf/O8ID+NNgDTf/92PJ2Dpb26++WYbMGBAXi4vF8KfogUvueQSe/zxx23XXXe1O++809q2bZvU31wKf59//rkNGzbMRQ5eeOGFtv322xvCX16eCYuWOQGEvzK/YI4HAQhAAAIQgAAEIJA7AsmilZpV1bdDh9WOasndjqwEgfIhMGnCIltdvb7OgSoxzbeUhD9d2CeffGJnnnmmffTRR3bYYYfZmDFjrGHDhnXuMpfC37/+9S8766yzbJtttrF77rnHWrduHVr4U4Tiiy++aOvXr7fevXtby5Ytna9E/JXPvyecJDwBhL/wrBgJAQhAAAIQgAAEIFDhBIKEC5oSVPjD4PihCASl+Uo4l4BeSVZqwp/u5sknn7TLLrvMvvvuOxeBN2TIkLwKfzfccIPdddddduSRRzqhUXUDw0b8eZGO1dXVdvvtt1vPnj0R/irpC8ZZaxFA+ONBQAACEIAABCAAAQhAICSBIOGvEoWLkMgYBgFHYPaMaps1o7oOjUqtkVmKwp8ad0iAe/TRR1367U033WT77LOPvfrqq7Z48WJ3twsXLrSJEye6RiKnnXaabb755rXu/G9/+5sbf8ghh9hPfvKTms/at2/v1vJsyZIldvLJJ9uHH37oGpJ4jUAUyacU4MaNG7sIQImBfttvv/1s1KhRhvDHPzwQ+B8BhD9eAwQgAAEIQAACEIAABEISCOpIWmmNCULiYhgEaggEieZ9BrY0pfpWmpWi8Kc7+vjjj13zjmXLltm5555rxx57bE36bDZ3mNh45OGHH3Yio+oLRjFvHYS/KNQYW+4EEP7K/YY5HwQgAAEIQAACEIBAzgjMfGq5qUFBoiH85QwxC5UpAdJ8a19sqQp/OsXf//53V3dv5513dod64IEH7N1333V//vLLL+2ll16yRo0amaLv9Ntvb7zxhhMPd999d+vcuXPNR126dHEiouyLL75wHX/nzJlTJ6WYVN8y/QeCY+WVAMJfXvGyOAQgAAEIQAACEIBAOREIEv4qNWqpnO6Ws+SPQFA333Jv6qHU2NmzZ9tnn33m4Cplde+993ZpsKUs/KV6Kdk29/j+++/t1ltvdT/JOggj/OXve8rK5UsA4a9875aTQQACEIAABCAAAQjkmEBQnbLufats975VOd6N5SBQHgQqLc1X6an33nuv3XnnnabmEn5r1qyZjRw50tW+U6qs7Oabb7YBAwbk5bK9lNf58+dbYjptPjbMVviTT++//77ddttt9rOf/cx++ctf1nIT4S8ft8aa5U4A4a/cb5jzQQACEIAABCAAAQjkjEClRi7lDCALVSSBSkrzVZTfuHHj7LHHHnP16erVq2dt2rSxBg0amL8xxU9/+lMX9Rd34U9puffff7998803td7u4Ycfbj169Kjznj1hbtttt3XiZ4cOHWqNOf/8823y5Ml29tlnu3TeRBO/FStW2MaNG5N+V1588UUbPXq07bnnno5z06Z160OKuToPn3DCCU54patvRf6zw6F9BBD+eA4QgAAEIAABCEAAAhAISWDpgnWmBh+JVqmdSUNiY1gFE6g0sdzflGKnnXayq666ytWz80ypv5deeqnrVutZlIg/fwRfvp+VIgSPOuoo18xDtfv8FuRztsKfFzGYuF+Us0p0vPbaa+2iiy5C+IsCjrFlSwDhr2yvloNBAAIQgAAEIAABCOSaAMJfromyXrkTqKQ03yVLltjJJ5/sRL0ddtjBRZptv/32da74o48+slNPPbWm9l+chb+LL77YXn75ZVu/fr2L+lP0n/zPl/AXFGHoQVy6dKnNmDHD2rVrZ7169bL69evX4as06sGDB9vw4cMR/sr9HxjOF4oAwl8oTAyCAAQgAAEIQAACEICA2erq9SYhI9GaVdW3Q4fVTmmDFwQgYFZJab5PP/20KZVVKb6nnHKKnXfeeYFP4Prrr7eJEye6z6MIf1pbXW/1O4wtW7bM+bFw4ULr37+/i4ILa2pCooYknn311VcuPfeVV15xPvfu3dvVMVy1alXNGE+Ya9WqlfXp08elOPstqKuvxvg7+wb5SI2/sLfHOAj8jwDCH68BAhCAAAQgAAEIQAACEQgECRnHXdQxwioMhUD5EwhK8y3X1PgxY8bYX/7yF6uqqnLNKdTBN52Apc+jCH9RX00um3skCn/du3e3oUOHmhqH5MLCNB9B+MsFadaoNAIIf5V245wXAhCAAAQgAAEIQCArAkGpi4r4U+QfBgEI/EBA9TCVHp9onbo1tT4DW5YVpu+//95F+02ZMsWCGlv4D+wJWKUs/O2///6mZhvr1v3vjv/xj3/Ys88+a/vss4/9+te/rnPHf/vb3+zVV1+1Qw45xH7yk5/U+rx9+/ZuniyoyUe65h4NGza0li1b2uLFi50oSXOPsvqacZgMCSD8ZQiOaRCAAAQgAAEIQAAClUkgSMw48Og2pkgmDAIQ+IFAJaX5+qPhKkX4GzBgQK2nrk66I0aMsOeee86lBKtzb6Kl6+rrjc+0yYfq/inaUveB8Me/RBD4gQDCHy8BAhCAAAQgAAEIQAACEQjMfGq5KYUx0RTBpEgmDAIQMPcd0XclmZVjWvyaNWvszDPPtJkzZ1ZMxF+i8Dd37lw76aSTXA3C3//+99avX7+shb/GjRvXauIR1NxDXYBfeukl69GjB8If/wBBIIEAwh9PAgIQgAAEIAABCEAAAhEIIPxFgMXQiiUQ9D0pxzRf75K9aDalmqqj7x577BF4//fdd59dffXV7vNSrfGXKPwp0u6WW26xnXbaye6++27XeTfRokb87bzzzk7Ia968uVsqqMafFyHojSfir2L/6eHgSQgg/PEsIAABCEAAAhCAAAQgEIHA7BnVNmtGdZ0Z3ftW2e59qyKsxFAIlC+BoDTfck6JV4fbG2+80V3qBRdcYCeeeGLSC167dq2dddZZLkKtXIS/jz76yE499VT77LPPUnY0Rvgr3+88J4svAYS/+N4NnkEAAhCAAAQgAAEIxJBAUApjOUcyxfAacCnGBCotzde7irffftuJX0p17dy5s91666223Xbb1bmpxx57zEaPHu0aWJSD8Kc023PPPdelOe+4444u2lF1DpNZoYS/+vXru8Yj69evt969e7uGH7Kw+8f464VrEIhMAOEvMjImQAACEIAABCAAAQhUMgF1KVWDj0RTYw9FM2EQqHQClZjmqztXc4uxY8faI4884p6AUl7HjRvnUn432WQTU6TfxIkTXRrs5ptvbsuW/fDvSKmk+q5YscLVMVRarefzggULnIgp0U/1+K644gobPHhw4FcgrPCWmLobNdXXG5/oSNj9K/07zPnLiwDCX3ndJ6eBAAQgAAEIQAACEMgzgSDhr1lVfTt0WIc8787yEIg/gUkTFtnq6vV1HK2EBjgLFy50nW1nzZpVc/5mzZpZVVWVLVmyxDZs2GB9+vSxgw46yC6//PKSEf5Wr17tBL4pU6Y4n9XEQyLaK6+8Yuedd56tXLnSdfFVxKNEziALK7xFFf6efvpp589ee+1VqyYgwl/8/73Aw/wTQPjLP2N2gAAEIAABCEAAAhAoMwJB9cvKsVtpmV0dxykAgaDvh4RxCeTlbsuXL7cbbrjBHn/8cSf0eVavXj07/PDDnTCoCLnhw4eXhPCnVF6JlM8++6w1bdrUdA51MT7hhBPsjDPOMNX3UzTgfvvtl1L002GvvPJKe+GFF+zYY4+1IUOGBD6FMMLfvvvua3/729/cGtpf4uRRRx1lY8aMSbquv/OyREr5jkGgEggg/FXCLXNGCEAAAhCAAAQgAIGcEgiKaKoUYSOnMFmsrAhQA/N/16nOsu+9954tXrzY2rdvb926dbMmTZoU9L4XLVpkQ4cOtfnz59ugQYNs/PjxkfaX6Ddy5EhXL69Vq1Z200032dKlS524JqFNtfy07k9/+lNr0aJFLZFT4yUS+k11DSXSbdy4sY4fDRs2dLX4FDEYRviTiHrJJZfU1ErcddddXQqy6ip+//33JgFW5tX3mzZtml122WWmM4mD/MYgUAkEEP4q4ZY5IwQgAAEIQAACEIBATgkg/OUUJ4uVEQHVv1Q6fKJVQppvHK8xW+HvnXfesdNPP92JZf76fepIfM0119jcuXNzduwjjzzSCYoS/j7++GO7//77rXXr1nb88cfXCKZTp051kZK9evVyIqTqMGWGKgAAIABJREFUKkpElMDoFxpVT1Hjnn/++Tr+SYS94447bJdddsmZ7ywEgTgTQPiL8+3gGwQgAAEIQAACEIBALAkEiRtq7qEmHxgEKpVApaf5xu3esxX+FDl31VVXuWi+YcOG1UrlVRqzIvOee+45e+ONN0wRjslMItznn39e85FqHvqjA/WBuvBeeOGFtv/++6dE6Bf+brvtNgtq4qFFrr/+etdMxW8SB5W23L9//7hdFf5AIG8EEP7yhpaFIQABCEAAAhCAAATKlUBQ11Kimsr1xjlXGAJBab6aS/3LMARzP0ZNN+68805btWqVdenSxdXWi2pKz1VEXWLabtR1cjF++vTpLtKwa9euTpBUzcEgkxDpFyP9qcS58IU1IFAqBBD+SuWm8BMCEIAABCAAAQhAIDYEZs+otlkzquv4071vle3etyo2fuIIBApJIEgQ79StqUkUxyAAAQhAoPAEEP4Kz5wdIQABCEAAAhCAAARKnAANDEr8AnE/LwSCal8SCZsX3CwKAQhAIBQBhL9QmBgEAQhAAAIQgAAEIACB/xFQ8wLV+Us01fdTnT8MApVGYHX1epPwl8xI862018B5IQCBOBFA+IvTbeALBCAAAQhAAAIQgEBJEAgSOZpV1bdDh3UoiTPgJARySYAo2FzSZC0IQAACuSOA8Jc7lqwEAQhAAAIQgAAEIFBBBIK6lxLdVEGPgKPWEAjqdE2aL48EAhCAQHEJIPwVlz+7QwACEIAABCAAAQiUKIGgemaK+FPkHwaBSiIQJITzfaikV8BZIQCBOBJA+IvjreATBCAAAQhAAAIQgEDsCQQJf6rxp1p/GAQqhUBQmq/OTwRspbwCzgkBCMSVAMJfXG8GvyAAAQhAAAIQgAAEYk1g5lPLTYJHopHaGOtrw7k8EAj6LnTq1tT0fcAgAAEIQKB4BBD+iseenSEAAQhAAAIQgAAESpgAwl8JXx6u55RAUPQrInhOMbMYBCAAgYwIIPxlhI1JEIAABCAAAQhAAAKVToAuppX+Aji/R4D6frwFCEAAAvElgPAX37vBMwhAAAIQgAAEIACBGBMIEv5U3091/jAIVAIBBPBKuGXOCAEIlDIBhL9Svj18hwAEIAABCEAAAhAoGoGlC9bZcw8tq7M/wl/RroSNi0AgKOW9e98q271vVRE8YksIQAACEPATQPjjPUAAAhCAAAQgAAEIQCBDAkEpjnQyzRAo00qOQNy7W6+uXu+Yrvnv75IDjMMlQYBO7iVxTRXrJMJfxV49B4cABCAAAQhAAAIQyJZAkOhx6LAO1qyqfrbLMx8CsSYQlOYrpwstfisCd+mCb0xC3+rqDU7o80S/WEPEubIgoH/vDzi6Df/ul8Vtlt8hEP7K7045EQQgAAEIQAACEIBAgQgg/BUINNvEksDsGdU2a0Z1Hd86dWtq6uibb5OwN2/OmqQ+5Htv1odAIgHKPPAm4koA4S+uN4NfEIAABCAAAQhAAAKxJ6Aaf4o0SjSJHhI/MAiUM4Eg4Tuf7x+xr5xfVGmfTVF/ivbGIBA3Agh/cbsR/IEABCAAAQhAAAIQKBkCQY0N8il8lAwcHC17AkE1LvOR6i7BTxGGSi/GIBBXAoVOcY8rB/yKFwGEv3jdB95AAAIQgAAEIAABCJQQgaAaZ4VKdSwhVLhaZgQKWd8vKKW4zJBynBIncODRbYwmHyV+iWXqPsJfmV4sx4IABCAAAQhAAAIQyD+BIPGDWk/5Z88OxSUQFO2aS9FbUX4zn1qRNJ0+7OmVftmURjthcTEuAwLNquq50g6IfhnAY0pBCCD8FQQzm0AAAhCAAAQgAAEIlCMB1fdTnb9EQ/grx9vmTH4C+a7vFzXKTwKfxBeJfBJiEGF4rxCAAAR+IIDwx0uAAAQgAAEIQAACEIBAFgSC6pxR6ykLqEyNPYF8vvugpjnJoEjgk+BHM53YPxkchAAEikQA4a9I4NkWAhCAAAQgAAEIQKA8CARFPuWjwUF5EOMUpU4gn7Utw4p+3ftW2e59q0odJf5DAAIQyDsBhL+8I2YDCEAAAhCAAAQgAIFyJhAkVFDovZxvvbLPlo9u1mHr+SnCr8/AFqbUXgwCEIAABNITQPhLz4gREIAABCAAAQhAAAIQCCSQDxEE3BCIM4GgNN9Mo1zDiH5eDT+i/OL8MvANAhCIIwGEvzjeCj5BAAIQgAAEIAABCJQMAYS/krkqHM0BgaA0Xy2dSV1LiX5Kl09luewUnAMELAEBCECgpAgg/JXUdeEsBCAAAQhAAAIQgEDcCOSz3lnczoo/EAgSujMR5xD9eE8QgAAE8k8A4S//jNkBAhCAAAQgAAEIQKCMCSxdsM5U5y/RVItMdf4wCJQTgaBmNn0GtozcWTddIw8aeJTTy+EsEIBAsQgg/BWLPPtCAAIQgAAEIAABCJQFgVRRS5mkPpYFFA5RtgRyVd8vneiXiZBYttA5GAQgAIEsCCD8ZQGPqRCAAAQgAAEIQAACEBCBoCioTJsdQBUCcSSQq7T22TOqbdaM6sAjIvrF8fbxCQIQKFUCCH+lenP4DQEIQAACEIAABCAQGwIIf7G5ChzJI4Fc1PcLSo333FZ6vNLkMQhAAAIQyA0BhL/ccGQVCEAAAhCAAAQgAIEKJkBn3wq+/Ao6elCabxSxLkgkF0bqYlbQY+KoEIBAwQgg/BUMNRtBAAIQgAAEIAABCJQrAYS/cr1ZzuURCErz1edha1mmquuH6MdbgwAEIJAfAgh/+eHKqhCAAAQgAAEIQAACFUQgV7XPKggZRy0xAtmm+aZK8W1WVd9UDxODAAQgAIHcE0D4yz1TVoQABCAAAQhAAAIQqDACQaIGUUwV9hDK+LhBKbphG3GkSvGNkipcxog5GgQgAIG8EED4ywtWFoUABCAAAQhAAAIQqCQCq6vXu86+ySxsGmQl8eKspUcgqL5fmM7VqVJ8u/etst37VpUeEDyGAAQgUCIEEP5K5KJwEwIQgAAEIAABCEAg3gTo7Bvv+8G7zAlkk8pOim/m3JkJAQhAIBcEEP5yQZE1IAABCEAAAhCAAAQqnkBQVBNpjBX/NEoeQNDbDpPmS4pvyV8/B4AABEqcAMJfiV8g7kMAAhCAAAQgAAEIxIMAnX3jcQ94kXsCmab5zp5RbbNmVCd1iBTf3N8TK0IAAhBIRgDhj3cBAQhAAAIQgAAEIACBHBDIJh0yB9uzBATyQiDoXWuzVPUrU9W9pOlNXq6KRSEAAQgkJYDwx8OAAAQgAAEIQAACEIBADggECSSIHDmAyxJFIxAUydqpW1NTqm+QpWroQfp70a6TjSEAgQokgPBXgZfOkSEAAQhAAAIQgAAEck8gqIlBs6r6ps6nGARKkUBQjb5U9f1SRQmmEwxLkRE+QwACEIgzAYS/ON8OvkEAAhCAAAQgAAEIlBQBOvuW1HXhbBoCmab5pmrokSo9mAuBAAQgAIHcE0D4yz1TVoQABCAAAQhAAAIQqFACCH8VevFleuxM0nyD5ghRmC7AZYqSY0EAAhAoGgGEv6KhZ2MIQAACEIAABCAAgXIjQGffcrvRyj5P1DRfGnpU9nvh9BCAQDwJIPzF817wCgIQgAAEIAABCECgBAlkEiFVgsfE5QogkErEU81K1a5MNBp6VMDD4IgQgEDJEUD4K7krw2EIQAACEIAABCAAgbgSoLNvXG8Gv6ISCHrLQc05gprbaF8aekSlz3gIFI7AV199ZfrZdNNNrUWLFtawYcPCbV6AnbzzNWnSxLbccstaO27YsMG++OIL+/7778vy7N5hEf4K8NDYAgIQgAAEIAABCECgMgjQ2bcy7rkSThk1zTdVtF+lNPT47rvv7P/+7/9s5cqVTmD40Y9+ZA0aNKiE58IZQxKQwLR8+XL79ttv3RuRGFVsu+222+yWW26xLbbYwm6//Xbr2bNn3lx655137IorrrD999/fTjvttKz2WbBggf2///f/7OSTT3a+B5l3vkGDBtn48eNrDVu0aJENHTrUqqurMz77+eefb5MnT7azzz7bzjjjjEhnysX+YTZE+AtDiTEQgAAEIAABCEAAAhAISYAGHyFBMSzWBP587YKk/iVL803V/bd73yrbvW9VrM+aK+cUWaT/w/+VV16xXr16mQSH5s2b52r5mnW8CKZ69epZq1atTL8LYcXatxBnS7dHlLP/7ne/s+nTp1u/fv3szDPPrCXu+d/IiBEj7NRTT023dajPo/iXuGChhD8J42PHjrVHHnnE2rVr54S2rl27hjpf4iCJfqeccop9/PHHdswxx9hll11mm2yySdK1cin86V7HjRtnAwcOrLlbhL+MrpBJEIAABCAAAQhAAAIQKF0CQcLfgUe3sbYdG5fuwfC8YghETVkPevOqAyihsFKsEMKfxJMLLrjAnn76afvxj39sf/jDHwoSNVasfePwdqKe3ROCkom//jeSSYRYMh5R/SuW8Kd9JdSdfvrpNm/ePCeM3njjjRm/3yeffNIJfjJFEQ4ePDjvwt/1119vEydOtKOOOsrGjBnj9gsr/H322Wf22muv1YoGJuIvDt9wfIAABCAAAQhAAAIQgEBEAnT2jQiM4bEjECXNd/aMaps1ozrpGSpN7C6E8Pf222+7KDGlE0vsOOywwwryfoqx75VXXmkvvPBCzs+333772ahRo0KvG/XsnhB0yCGHuNRSfyTa2rVrbfjw4fb888/biSee6ETcbC2qf8UU/rT3fffdZ9ddd51zQ+LZEUcckRECpUtr/qOPPpoygjBXEX9ffvmlS09WurIEywMOOCCS8Dd16lR3935BGOEvo6tnEgQgAAEIQAACEIAABIpLIGpThOJ6y+4QqEsgSppv0FhFt0r4qyQrhPB3ww032F133WU77bST3X333U7wKIQVY19PQMv1+ZLVeku1R5Sz+99A0D7euaL6EeRjFP+SrVGoVF9vbzXTUEr8W2+95d7xhAkTbOutt87omj/55BOXcvvRRx9Znz597KabbrJGjRrZiy++aOvWrXNr6s9TpkyxffbZx37961/X2mfVqlV2xx13mARZCbF+P/baay/baqutasZPmzbNlJ6thiBt2rSpqd+5YsUKW716tYvkS5baf/HFF7voRoS/jK6YSRCAAAQgAAEIQAACEIgfgaAGH5UohMTvdvAoHYEoab5B0a3ao9Ki/XTmfAt/S5YscY0MPvzwQ1ff7Lzzzkt3nTn5vFj7PvDAA/buu+/m5Az+Rbp06WLHHntsqHWjnl0ikKLCZs2aFdjswUsXVYOLm2++OeNUVx0gqn9xEP7kg5ph/PWvf7ULL7zQunXrFlifL8wlPfbYYzZ69Gjr2LGjia0EODXsmD9/fpjpgWN0NwMGDHCfK7pQgu2zzz4beU1vHYS/yOiYAAEIQAACEIAABCAAgfgSiBIxFd9T4FklEgib5hskcItZp25Nrc/AlhWHL9/Cn1IaVdNMwsadd95pu+22W0EYF2vfghwuzSZRz+6lbkp0uuSSS2zIkCF1dtDdKVW0e/fuLtqsRYsWGR81qn/5EP4ULafU83zbpptu6lg1bNiw1lbaXzUv+/fvb82aNXO+iLGi+WSKBpw9e7Ztv/32tueee9aa+80337h0cv1WzUx/d+DDDz/cevTo4cbPmDHDpek2bdq0TlOSsDX+EP7y/UJYHwIQgAAEIAABCEAAAgUkQGffAsJmq5wSCCtaP/fQMpP4l8ySdf7NqZMxXSxI+FO0kIQHFfeXSZzo2bNnLZEh3ZEkbpx11ln20ksv2cEHH+wimxo0aBA4TemUijpTCqJMYomEpvbt20eKrgra1y/2NGnSxImRyUxnVxTcxo0bnQ8tW7aMtH86Lvn8PCpz+fL666+75hV6C0o7lRiVaJ4AtM0229i9996bcZprJv4l45Vtqq93nnzehdaWKKdOwPruRLFsa/yptp++e6+++mrSDsIIf1Fug7EQgAAEIAABCEAAAhAoEwLl3OBjwQdf29dfbXA/a75a725s7VcbS/bmmjTftMb3ps3r22bN61mrDo1ss+ab2mbN65fsuTJxPKhRR2KaOtF+yekmE/4kBKkJx8KFC2tNaty4sZ1wwgk2bNiwOhFMyVZ/+eWXXS0zRSb5GwskjlXjATXFkOinWmSJpppqaiih6KYwFrSvvzur6qApwqpz5851llRE2y233OL+XmmdySLgwvhRjDFhmft9Uyroueee62q9BYlUnjj4/fffm0SpvffeO6PjZeJfso0Q/oZadXV14H3pe/TMM8/YpEmT7NJLL3WRg35D+Mvo+TIJAhCAAAQgAAEIQAACpU0gSEApxRRI1XyT0LN0wTe2uvoHoa9STIKXrHvfza1pVX1rVlXeQmDYNN9U0X7HXdSxUp5HnXMmCn8HHXSQ61763Xff1TQDUJTW559/XjNXXXnVmTQxfdG/uAQijVFNNKUeSkzzpyR6Y1U3TeO8KD9FFnpppF4DAo2V6CgxcvDgwSnvKt2+Xm01RfUdc8wxLg3Z38FWKZbqQKxIRzU3kGCp6MBSsHRnDzqDl8a77bbbumi+Dh061BkqEVg16D799FMn0iqlNKpl6l+yfbIV/qL6nu14iauJ3Z4333xz99aSRZ6maqYSpquuvtf6CbJrr73W1f476aST3PcgmendS6ilq2+2t898CEAAAhCAAAQgAAEIxIRAqTf4kNjnCX4xQRoLNyQElqsImCqKz5+6G9T8Qxekun4StyvV/MKfhAhFCim9duzYsa7xgEyCzT//+U/3d2rMIMHv6quvNnV4DbJ58+a5Zh4SihStp+6jiaY0REWaKcVXouDIkSPt0EMPtXr16rmh8kURS7/73e9MqYutWrVyqajqdJrpvv6GB4lpmBI7dcZHHnnEdR5W9FvXrl1L5mmEYZ54GN2tRCZ1kFWH2VtvvdXVhEs0/zs56qijnFgb1VL55wl5UdeMOj7T1Nuo+ySOT3a+VEJrtsJfLnjq+/2zn/0M4S/by2c+BCAAAQhAAAIQgAAE4kQgbK20OPmsSEUJO5UW2Rf1DiQASuBq27FR2UQBBqWnJ0apBkUFKhpSAmElm1/QEQeJan/4wx+SRudNnz7dCXXr1q1zabcaFxQNN3HiRFfTTzXh7rrrLtthhx1qYVYU4YgRI0xrKsV0/Pjxpo6xyezJJ590kXnaN12twHT7an2lFqumnURM1bPT3hIzvWYIX3/9dcml+OpcYc6eyNff0TedoCex7y9/+Yv16tXLpfvq3qJYKv9yIVSF8aVYwp86PSuaVKboSbGQkB0UYZmt8JcswtDP54033jClvu++++5J0901Vp2kVd+SiL8wL4sxEIAABCAAAQhAAAIQKBECpdTgIyg1uURQF81NiV27960qiyi3MGm+qd7JgUe3MS81umgXUuSN/cKfxK9Utfj8jRnatGnjauRJHEg0Reeddtpp9uabb9qRRx7posP86bQa79WM09hf/epXNm7cuMDGH/59lYZ6zz33WKdOnTLa15vk1fFTsxFFEapm3RlnnGGvvPJKyaX46kxhmCd7am+99ZYTQZcvX542hVeRkKNGjXIp4EF3H/Sc0/mXLjU1cd0HH3zQvYOqqioXfZrsHSbzJajLbuLYmTNn2oIFC+wXv/hFoLitzxVBuuOOO0b6FntvX75L+Fu6dKmLMk0mzCnidJdddqn1Waquvhro7+wb5Bg1/iJdGYMhAAEIQAACEIAABCBQPgRKocGH0jtnPrWCCL8sn50Erz4DW5Rs9F+q9F0vzVdRoBIHk1li848scZbsdL/wF6Zjq5peKDpLIuHvf/97J5Il2rRp01w0X6NGjVzqaO/eveuMue+++5xgo7ReRdwpki+V5Wpfbw+dW5FMivJTBJuiDeVH69atSy7FV2cKwzwZX0/MU2SXUpv32GOPwGtQ1Jpq0i1btiytSJjJm4jyJcpnjT+/0KzmL9pLabl+e/zxx+2aa65x70VvfLvttgvtfqLwp6Y2eou5sptvvtkGDBiQcjmEv1zRZh0IQAACEIAABCAAAQiUGIEgMSUuDT5SNWhIhVr+K9JNzS5kzarq1fy5xK7Iubvmvw1LVldvqPnzkgXfuD9HTXnu3rfKdvgvn1JiEfQW/G811Xsh2u+H2/YLf4p6k8ihSKQg84QifZ5MYFCdPNX0e/rpp1OmAysNWOmOYVMvp06dWiOOZLOv/1yqMXjWWWe5aDmZRMhS6+Irv8MyT7xTzZNA+9xzz7m6joqC9BqrJLt//1s58MADXXSoIibTWab+pVo3n8KfGs5ccsklLpovWQMY+eWvT6naiIoaTda8JtkZEoU/1Vl87bXXaoYqpV3C+Ny5c11DlcRoxlWrVrm7kkCp2plbb711rW322msvU9dq7/udrMlHuuYeSuPWj/e986d3h2kuku5NhPl8k+9FBoMABCAAAQhAAAIQgAAEckogrg0+5NesGatcp96wJgHoh5p2P3S5rRQTox+anITvaFyK0X9B9Sg9QS9V44+4CNlxeJOJXX3T1W5LJ/y9/fbbLips5cqVrguvOgAnMy/iKBPhT2KV9vBb2H39cyQrqHagl2a555572oQJE0ILOHG4P/mQydn989RcRQKSBNt0dsMNN7iajapPp3Tf3XbbLd2UjP1LtXC+hD+l3eptvffee64upaIgt99++6SuSJxTB2w1oQkSCJNNTBT+ErsoS/BTt901a9Y4IV6CvN+iCG+Z1k48++yzXeo7wl/a580ACEAAAhCAAAQgAAEIlB6BuNX5SyXgJNKVoKP6dYruw8wJpWEFUzE74Og2JcEuKCVdd37cRT90og16x/rM3/G30t9JVOHPExKCUn29z5X6+Mc//rEm8iiRs9coIhPhL1nEX9h9/X6oBuGZZ57pugrLSjXiL5Oz67yeiKfIrqCU7MR789dmVNfm8847L+1XKFP/Ci38SQgWB/2EeQuKCNQ7fvTRR61x48ZO6B48eHBaHumEP09cV20/1TFUOnG2wl9iE4+g5h5qQDJ79mxD+Et7jQyAAAQgAAEIQAACEIBA6RII0zChUKdLVcfN70OlRveFvYcodRFLIQU26I16kXypGnootVniMPYDAb/wpwinP/3pT9auXbukeCSMKFJvypQpSRs8pGvg4F9U0WJKFZWptt6gQYNSXolX469p06aum/C+++5bMz7Kvt4kzVGHYjVxUH0/1biTgKOzK8pLTRVKwTI5u86ljsYnn3yyffjhh2k7NPs5+OvfBXVs9o/P1L907PMR8ecXgvv27etS2dN1Lv7kk0+ceCzBTFGQEg179OiR0v1Uwp//+xjUGCeTiD9PyPMcC6rx53FF+Ev3AvkcAhCAAAQgAAEIQAACJUwgKJqq0OmRYUQ/pah277t5xaXzZvq8wgqAfQa2jG3X33RNPcQmqKGHohoV7Yf9j4BfaEgX+TVv3jxTlNenn37qxA3VGfPXNYvSYOLll192gon2V2MP1fwLqhfnF5uSRUFF2Vcnl4CplF6JNDqzhMQtt9zSpXh+9tlnJdXVN+rZvZv3BB5FtqVKyU72XQlTA8+bl6l/6b6juRb+/M1ewgp4no/Tp093IrJq84Wp95dK+Hv44YddFOFmm20WGIWJ8JfudfA5BCAAAQhAAAIQgAAEIJCSQBzq/IUR/Yjcyvwhp0qV9VaNazpsuqYeNPSI9i78wp9mBgkX/rRGjVM9ONWF8yxqAwe/mJcuTfKxxx6z0aNHu2YLiemlUfeVv/6mHqqlpuinTTbZxDVUUM02WSk0+cjk7DqbotM8kTOZgJvuBSWKxYqMU4RcomXqX7r99XkuhT+/EKy1JUgPGzbMvYkwpvmKWlVarixdvb8g4c/fMORXv/qVjRs3LqkYXkjhT0K4Go9IGP/Rj37k/Imyfxh+QWNo7pENPeZCAAIQgAAEIAABCEAgDYFi1vkLU9OvFNJR4/7IUqXDer7HTfxLJQjrTcgk/CWzQkesxv3+Pf/8Io7+j/qNGzfafvvtZyNHjnTNDWSqgff73//epcKqkcEee+zhhBdFRnmWSYMJv9DRrFkzO/74410XU/1Ztnr1apd6LEFF0VS52FdnUdOCt956y3baaScX+ed1RVVaqrr8yq9SSPnNhLnE01GjRtkTTzzh6tJdc801LuIyqqlr88UXX+zupXPnzi46TXUd/ZaJf2H9yKXw5xeCw0TsJfPR/67SCdmKdlUqraJl7733Xmvfvr3985//tLFjx7oU7CCe3r5RhLfE1F1vjbCpvsnOGmX/sPeZbBzCXzb0mAsBCEAAAhCAAAQgAIE0BIpV52919frANE25rFTNPgNbkNqboxcs8U9imrgns7g1/AiK5lPKt4S/oE6/OlvcRMwcXWHWy/iFv3322cdUt+3xxx93Ap+ifOrXr2+ff/55zT4dO3Z0abmJdcy8RhES0+6+++7AOoGJDittVKmNEvk885oZ+PfdddddXc21RHEpyr6KzFJa64MPPmhqTiKhRZFVfpsxY4YNHz7cpSD369fP1SFs0qRJWs5XXnmlvfDCC2nHZTtAoqyEO1mUs3v7+qMnf/GLX5j8Fouo5hcQNTeZYJaJf2H9yJXwl0mNviAf/W8nSLx79913XUMUpc0rzVxvWpF0qispEVpvX9z22muvQBRRhLcowp++H4p0lSicWBPQ70yU/cPeZ7JxCH/Z0GMuBCAAAQhAAAIQgAAE0hAoVp2/VGmacROhyuURpav7F5eU6nTRfqm6F8e5ZmGx31FiV18JXaozNnHixFpinGrB/fznP3dpsRL//OZvFBG206t//jvvvOMEkH/9619OcPRbVVWVHXrooXb66aeb/pzNvv4otf79+7v0zETRS+mpEgTVWTVMZ1fPHy+CKt/3qSYo8jsT5v4IS0VzSmzafvvtM3bZL5p54t/VV1/tItgy8S+KI7kQ/vwNXoKE4Cg+Jab8Jr4xNQ9RivyCBQucqL5mzRrbfPPN3Xv76U9/alOnTnUSS13GAAAgAElEQVRNZdLdydKlS514qPlKB+7WrVugm+mEPzV4Wbx4sevkq++e7k3vXhG+Er6TmaJl9X3UeL2hnj17RsEUeizCX2hUDIQABCAAAQhAAAIQgEB0AkHptvlsjpAq9RTRL/odRpkhUU38gyL/4iD+BYnCehvq0iuxOpl50YBReDDWTDX45syZ40QBCTmKuAvqcKoU4Msuu8yJGerWu9tuu2WEUHvOnTvX/SjdV3u2bdvWCRHJLFf7ZuRswiSJamKVb9NdKDIz6tn9kWbpUlGjnMEvJmqeROGrrrrKNYDJxZsI8iVb4S+xZuVhhx3mIk8ziX70++hP+dW7VeTcaaed5urkSayTsKboSNWSVKdqRWDK9t57bxs4cKC7W78PijbV9yrRJNjrJ5npe+p9V9MJf/JPkbV/+ctf3FLyWVGwl19+ufNDnFasWGHqpq019R1VWrfS7xUdrFRlL1U+yrsJMxbhLwwlxkAAAhCAAAQgAAEIQCALAoWs85eurh81/bK4yJBT09X8K2aqbKr3sWe/LeyN6V8GnpK3E/IBZDjM36QjXXfeDLdIOq1Y++byDJmuFfXs33zzjYsqk1goYSdq84p0fj7zzDOu+Yoi6CRqqW6g0pFfeumltB2b060d9Hm2wp8ES4leK1euDNWJN4qfXpdfidficNBBB9n999/vxD5FWnr1ECWqSUBLjK6NslfiWIl1ito94IAD3EfPPvusS0FXirgiED3z1/j77W9/WyMiJgqNEozVCGbZsrq1U3/2s5+5tOQwqfCZnAnhLxNqzIEABCAAAQhAAAIQgEAEAkHpvvmI/goSGeUuaZoRLi3LoanEv3zce1h3g96Hov2aVtU3CYPJrJg+hz1bqY9TowIJSRKX/IJDvs9VrH3zfa4w62dydolyI0aMcKmkamCSbWRbop///ve/7Y477nBRfopqy/ebyFb4k/8StZSarEi8xJqVYe4haIzSxdUhWsKYl7ar9Fyl+aqxjKL6/Kb6ln//+9+dUCqf1q9PXnNVkXeJtTATRbetttrKCYyKlE1lQc09EudoT0Uszpo1q9ZHSu9Vrc98RftpM4S/bF4hcyEAAQhAAAIQgAAEIBCCQFBNtVynTqYSm+jEGuKicjwklQhbjKi/VLX9tuncxD79aG1SArl+pznGXDbLqRGIoqfU4Vf1woLSgXN94GLtm+tzZLJepmdXhJki/oJSpzPxJdmcTP2Lsr8XydaoUSNTxFq6unhR1s7XWEVq5is6LqrPXjOaY4891oYMGRI4XXULly9f7lJ+PfOnEkfdN8p4hL8otBgLAQhAAAIQgAAEIACBDAkEdUnNpQAUtEc+6wlmiKMipqnO37SHliWt91cMMS3ofTRpWs/WrqndCMJ/QaT4VsRz5ZAQgECZEkD4K9OL5VgQgAAEIAABCEAAAvEiEBT9lav021TRfrnaIwxRdSdUUXZFN7Ro0SLnaXBhfIjTmFT3kkvRN92ZU3V5TjW3kG8n3Rn4HAIQgAAEohNA+IvOjBkQgAAEIAABCEAAAhCITCBIAMpV5Feq2m0SmHJlSlNSx81tt9026ZKLFi2yoUOHWnV1td1+++2m+kXJTN0Pq6qqCioMer7Nnz/fbr75ZhswYECusKRcJ+huCpV+naqhR+Om9WxdQLRfrt5mQSCzCQQgAAEIJCWA8MfDgAAEIAABCEAAAhCAQAEIpBJfso38SrV2LtM0Fc0nMe+uu+6yE0880U4//fQ6wl064U+RgE888YRdccUVduCBB9rll1+etFaTujmqo2VYU9fHcePGWbdu3QKnFEv4K3bUX1CKbyq2pIeHfXmMgwAEIBBvAgh/8b4fvIMABCAAAQhAAAIQKCMCQZFf2XZMzXc0oXcFEv7++Mc/2q233mrr1q2zPn36uE6O7du3r7mlVMKfogU94VBr9e/f34l1W2yxRZ1bnjp1qg0fPjz07WsNf4ShOjp+9NFHzjev82OxhD8dIl93nw5Qpim+uRSM0/nI5xCAAAQgkD8CCH/5Y8vKEIAABCAAAQhAAAIQqEUgqKuqoqsOOLqN6XcmFhTRlS/x5vnnn7fRo0fbkiVLrGPHjnb99ddbjx49nOtBwp+6GWrOtGnTrHHjxnbqqafaSSedFJjq6wl/e+65pxMHmzZtmhTNsmXL7LzzzrPVq1fXEv5uu+02u+WWW2zQoEE2fvz4Wr4VOtVXmxeqs7MfUqpIw1TvLF/vJpO3zRwIQAACEMiOAMJfdvyYDQEIQAACEIAABCAAgUgEct3kI5WYmMvafomH/Pjjj+3CCy+0WbNmOdFPQlvLli2TCn8SA8844wxTFF67du1s7Nixtv/++6fk5gl/vXr1cms3b9486fggoTFuwl8+U72TgUm1Xyrw2UafRvoyMBgCEIAABPJOAOEv74jZAAIQgAAEIAABCEAAAv8jMPOp5S76K9EybaQQFNVVCAFHUXw33XSTi9zbbrvt3JGChLhnnnnGJk+ebKNGjaqVGhz0NspN+NM5cy36BrHLVPQrVLMR/j2AAAQgAIHCEUD4KxxrdoIABCAAAQhAAAIQgIDlOvIrqIZbLoW/Dz/80N57771Qt7dq1Sq74447bO3ata4ByNZbbx1qXufOna1Lly41Y8tR+AsSaXMpuGUq+uXyvYS6cAZBAAIQgEBBCCD8FQQzm0AAAhCAAAQgAAEIQOB/BHIV9be6er2LIktmx13UMWfI77vvPtfEI5929tlnu3Rgz8qtxp/OFSTKZRrtmXgfmYp+fQa2NImPGAQgAAEIlB8BhL/yu1NOBAEIQAACEIAABCAQcwKpBJooIkyQ8KcmIbms7xcm4m/hwoV27733miL+ZGrGkYuIv7BXmdjVN241/rxzBKX7HnHO1taoyaZhj1tnHI08MkbHRAhAAAJlTQDhr6yvl8NBAAIQgAAEIAABCMSVQFCKbpQOv0GNPXKZOpqO3/fff2+TJk2yG264wdavX++i9h544AH78ssvbZ999rHvvvvOhg4d6v5cr169dMvVfO5F/KkDcOvWrW2TTTZJOnfDhg2uu7Caf9x+++3Ws2dPN65ShL9Mo/zEiO69oZ8jAyEAAQiULAGEv5K9OhyHAAQgAAEIQAACEChlAorWm/bQMtPvRFPqZ5+BLUwiYCorZmMP+TVv3jwn+P3zn/90zT2uuuoqa9u2rRP6Fi9e7P5u7ty5JnGuffv2dsQRR7ifVq1apb266dOn2zXXXGNdu3a1MWPG2OzZs23lypW211572VZbbVUzf+nSpXbeeefZmjVrbNy4cdatW7dYC39Bgu/BQ9pZy/YN03LRgGULv7EFH3xtn7z7ta1dsyHUHP8gvSu9L70zDAIQgAAEypsAwl953y+ngwAEIAABCEAAAhCIMYF06ZnphJnq5d/ZuiTCT74bNUjwUwOPKVOmOLo///nPbfTo0dayZcs6XX233XZbe/jhh92PxEBF/e277752wgknhI4C/Oqrr1wk4SuvvGI333yzDRgwIO2txjXiL6i+o1nyiMa6B/0+7dlTDdi8RQNrvmVqQTmrDZgMAQhAAAJFJbDppptY660bWtdemzs/EP6Keh1sDgEIQAACEIAABCBQ6QSCar5lwyVKncCw+3z77bf2j3/8w9XxmzNnjoviU+TeqFGj7KCDDqpJxV20aJGL+Kuurq6VeqvxL730kk2YMKFmftgoQE/4e/PNN+33v/+99evXL63bpSf8pT0SAyAAAQhAAAKhCXTeo5n1PqgFwl9oYgyEAAQgAAEIQAACEIBAHgikSvnNdLtc124bOXKkPffcc7Zu3TrnUlVVlRP3jj/+eGvSpEktN9euXWsvvviiq/fXu3dvFwWYaP6IQQmCquPXv39/U2ffrbfe2rSG0no9Uxrv5Zdf7tKG1V24S5cuSdFsueWWNf7EVfhLF+WZ6Z0zDwIQgAAEIOAn0KDhpnbkiK0R/ngWEIAABCAAAQhAAAIQKDYBNWiY+dSKpPX+MvEt18LfddddZ3/84x+tU6dOdtxxx9mgQYOsWbNmSV1TxJ/GqhmHuvq2a9cu8AhffPGF3XnnnfbYY4+5Wn4S69Skw2vsEfXs/jRghL+o9BgPAQhAAALlRuCYkdsg/JXbpXIeCEAAAhCAAAQgAIHSJJBL8S/Xqb6rVq0y/aipRlB3XY/6v/71LzvrrLNsm222sXvuucd15E1nSgtWVF+HDh3cUK+xhzfP69yr/5aQ6O8OrK7Cn3/+uYtGRPhLR5rPIQABCECgUghs0aqBDTqpPcJfpVw454QABCAAAQhAAAIQKA0CSgWdO2dNVtF/uRb+7r//fnv//fdDAVSX3RkzZjiBrlevXla/frhGEkrxTZY6rE3fffddO/XUU10ar2oMegKhPgtq/BHXiL/g5h6h8DIIAhCAAAQgkJZAvfqb2L6HtLRtd9kM4S8tLQZAAAIQgAAEIAABCECgCARU+29N9fqUO7//+le24IO1dcbkuqvv8OHDXfptPk0ioZfqm7iPF0W44447um7CLVq0qBkS1PgjrsLfcw8tM0V3JlqLNg2sfqPUnX03bjRr2LierVz2rX391YaMrqNJ03q21Q6NbYduTTOazyQIQAACEIg3AXX1bdG2gdVvsKlzlK6+8b4vvIMABCAAAQhAAAIQgEAgAUUGKoIs0Tp1a2qK+suVvfLKK7ZkyZK0yy1btszuvvtu19FXptRgRfFtvvnmaeeqMcePfvQja9CgQZ2x9913n2vqccghh9j48eNrpRt7wt8HH3xQq4twqQl/vzytgzXfIlx0pABJGF664Bt768UvMxIBcy0Op71gBkAAAhCAQFEIIPwVBTubQgACEIAABCAAAQhAIHsCihxTBFmite3Y2NTgo5CmWnsS5VTXb/fdd3edel999VU77LDDbMyYMdawYcOM3FGHX9UMfOmll+ySSy6xIUOG1FpHzUTUYVhi4+233249e/Z0n8dV+Js0YVHSNO4jztnaGjX5ITojikkAnDdnjc2a8YPYGsWaVdW3Q4f9UFcRgwAEIACB8iSA8Fee98qpIAABCEAAAhCAAAQqgECQ8FcMQefJJ5+0yy67zFG/5pprbNttt7XTTz/dNd445phjbOTIkRmJf2r0ce6557ouwuoAvNtuu9W62SDhL9n1e2Pnz59fqxFIoZ6KRDoJf8nsuIs6ZuWG1p720LLItSGL8VayOiiTIQABCEAgEgGEv0i4GAwBCEAAAhCAAAQgAIF4EQiKIFMkl0SdfJsi/VT/b+zYsfbll1/WivB75plnbPTo0e7v+/XrZxdffLF17Bhe4NI8RfspcvDggw+266+/vk4q8FtvveUExs0228w1/lCTkCArtvCnxi3JIvNyJb5J/Jv51IqkNQRTvQPtf8DRbQryXvL9HlkfAhCAAARqE0D440VAAAIQgAAEIAABCECghAkENYsoRA03pdfeeOON9sgjj9iGDRtcDT4JgIrO80wRe4oE/OKLL6xVq1au5p8iANWhN5V9++23LkX40UcftS222KJWGq9/3rRp02zEiBFO8PvTn/7kugmXmvCXy7vKNPUX8a+E/xHAdQhAAAIpCCD88TwgAAEIQAACEIAABCBQwgSCosjyVedPEX6ffPKJPfjggzZp0iRbvXq11atXz4l5EuCSCXoff/yxXXrppfb666870lVVVU4k/PWvf20777yzm+83iYiq1zdhwgT312eeeaYdccQR9s4771inTp1s001/qIW3ePFi1/Tj7bffrhURKB+XL/+h6UnLli1dMxCtKZ9/97vfuT/fdNNN1r9//4Le/J+vXZB0P9Vj1H3lyoj8yxVJ1oEABCBQ+gQQ/kr/DjkBBCAAAQhAAAIQgEAFEwiq8yckuUr3nTdvnr355pv28ssv28yZM130nmd77LGHXX755da1a9eUtyCxTULhrbfe6gQ7z9QEZIcddrAuXbrYgQce6JpzjBs3zqZMmeIEOq85iDoGq4nHp59+Wmef5s2bu5p9ffv2rfns/PPPt8mTJyf1aZtttrG77rrL7Vsoy2d9v2RnoOZfoW6WfSAAAQjEmwDCX7zvB+8gAAEIQAACEIAABCCQlkBQnb8+A1tap25N085PN+DII490wp9frOvdu7edeOKJtvfee7uIurCmFN5//OMfdv/999usWbOcuCfbaqutXPOO1q1bu2YeEhgVkScRUKm+a9ascVGDr732mmsYIlOkYPfu3V0dwD59+tRywevqm+iX0pCVQjxo0KCwLudkXFBkZi7TfBMdTSU2pjqU3ozeDgYBCEAAAqVPAOGv9O+QE0AAAhCAAAQgAAEIVDiBVE0jctG04aGHHnJ1/BSNd8ABB1iPHj0y6tCbeE1r1661//u//3Min7r1/vKXv3RDlEqsv1MqcMOGDTO63a+++sr04zelCLdo0SLjNTNyxMx12g3q5psrcTbIt7lz1tjMp35Ie45i+RQko/jBWAhAAAIQyI4Awl92/JgNAQhAAAIQgAAEIACBohNIldaJgFP067F8d/NNd0IJfxIAo1q+Rcmo/jAeAhCAAASiE0D4i86MGRCAAAQgAAEIQAACEIgdgVTiTq5q/cXu0CXgUKpov0KJsqmE4YaNNrVvv9mYlCSdfkvggeEiBCAAgTQEEP54IhCAAAQgAAEIQAACECgDAqmafBRKYCoDjDk/wnMPLTPdTTI77qKOOd8vaMFU76Nx03q2bs0PtRYTLV/doQt2cDaCAAQgUOEEEP4q/AFwfAhAAAIQgAAEIACB8iEQ1ORDJyTqr/D3HDcxNkiE3Kx5Pft+o9naAPEP4bjwb4cdIQABCOSKAMJfrkiyDgQgAAEIQAACEIAABIpMIFVKJ2mbhb2cVCm+ugsJsYW2VD513LmJLfhgbVKX5G+fgS1M0X8YBCAAAQiUFgGEv9K6L7yFAAQgAAEIQAACEIBASgJBjSQ0ScKNBBwJOVj+CKQSYLVrMSPogmpB6k3s3LO5vT59ZaD4VwyxMn+3xMoQgAAEKoMAwl9l3DOnhAAEIAABCEAAAhCoIAKpUn6LKTpVyhWkqutXrGg/j32qqL9O3Zra6uoNgTUJeTuV8oI5JwQgUE4EEP7K6TY5CwQgAAEIQAACEIAABMwsVdSfACHg5O+ZpOqurF3jUGsxVdTfvoNa2rMPLE0KiJTf/L0bVoYABCCQLwIIf/kiy7oQgAAEIAABCEAAAhAoIgHEv8LDTxXpJ2/6DGxpiqortqWL+lNKuMTBZEaX32LfHvtDAAIQiEYA4S8aL0ZDAAIQgAAEIAABCECgZAikSvnVIRT5t0O3ptT8y/JGJaTNfGpFYIqslpfgJ+EvLpYq6k9RialEzAOPbkOjj7hcJH5AAAIQSEMA4Y8nAgEIQAACEIAABCAAgTImkE78o+FHdpe/dME6J/pJ/AuyOEbJpYr6k0DZtmMj09tJZsWuU5jdjTEbAhCAQGURQPirrPvmtBCAAAQgAAEIQAACFUYgXYdZ4aB2W2aPYu6cNYEpsd6KcRT9PN/SRf2lOl/cIhgzu0FmQQACECh/Agh/5X/HnBACEIAABCAAAQhAoMIJhBH/hIjov3APRVF+s2asSpna6/FUWmxcLVXUn/xuWlU/MIUZsTiut4pfEIAABGoTQPjjRUAAAhCAAAQgAAEIQKACCIQV/4RC0Vy7962i9l/Cuwgr+JWC6OcdLaiWnxepmEocjHM0YwV8pTkiBCAAgVAEEP5CYWIQBCAAAQhAAAIQgAAEyoNAus6z/lNKANSPIr8U4VWpppRXiX76HcbUNEXCaSmYzqU3kWi67wOObuPuPSglWHPi0qm4FFjjIwQgAIFiEED4KwZ19oQABCAAAQhAAAIQgEARCcyeUe1ErFQNKRLdU3SXREA1fSh3EVBi2OrqDY6R/hzFSq3jbapIUE/ATBX1R6OPKK+DsRCAAAQKTwDhr/DM2RECEIAABCAAAQhAAAJFJxCmG20qJyX4KBJQ1qyqXkmKgZ7wKZFvzX+78kYRQ/18Srk+ooTgWTOq61y3X9RL1eijlCIci/7FwwEIQAACBSaA8Fdg4GwHAQhAAAIQgAAEIACBOBHIJPovTv4X25dyaHKRrsmHRE2NmfnUiqQRkET9FfsVVt7+7777rn300Ue25ZZb2o9+9CNr0KBBwSF8//33tnLlSquqqrJ69epF2l/z1q5d6/xv0qRJzdxvv/3WVqxYYZtssom1atUq8rqRnEgzOJvz5dKPXK+V7O3orBs3biwq71yf078ewl8+6bI2BCAAAQhAAAIQgAAESoCARB0JgEsXfBMp/bcEjpZXF8sp0i2o9qPSu1XHTxZUD1Cf+cflFTqLF4yARKhnnnnG9t57b2vfvn3W+0pcWb58uWnd//znP269TEW72267zW655Rbr1auX6c/NmzfPyL9Eweerr76yM844w1555RW7+eabbcCAAW5djZPfjRo1qtmnurrajf33v/9da2wYR84//3ybPHlynXmvv/66nX766U5MvPfee61Dhw5hlnNjvv76a+efX4Qs1vlCOx1ioLhfddVVtssuu9iRRx7pRNFsLPHtNGvWzO68806bMmWKjR492r33cjOEv3K7Uc4DAQhAAAIQgAAEIACBLAiokQMCYDBARbepcYeErnKyoFTexGi+IIGwHCIf436fEqX0I2HHiwZT1Jiix8KYIssUYRbW7rjjDieubbvttnbDDTdYly5d3FSJdy+//LKtX7/e/bci1BR955kipz788EPnq/f56tWr62yrdaOKW94iuRD+JNyNHz/eVq1aZb/73e+sYcOGzudkwt/06dPtsssus2OOOcZOOukkN3bu3Lnuz998843dfvvttscee4RFa7kQ/jZs2GAffPCBE6xefPFF+/TTT915DjjgAOdHoc/nRdKFhuAb2Llz55r35Z8v0U938+CDD7rIyFtvvdWJxdlY4tvRWpdeeqk9++yzJhFw5MiR9pvf/CZrgTEbH3M9F+Ev10RZDwIQgAAEIAABCEAAAmVAQNFds2ascrXvMq17VwYYao7gdThW2ms5Wph0X5071TixUXMTLPcEvvvuO7vgggvs6aefth//+Mf2hz/8wQkhU6dOteHDh4facNCgQU4YCmsS8ySCvPfee7bFFlvY2LFj7aCDDjIJPKeeeqotW1a3G3SqtSVYtmvXzgmXLVu2tF133dV++9vf2vbbbx/WpZpxuRD+vvjiCyfyzZkzx84880wbNmyYSaBMFP4++eQT9/m8efNqxinqTGLgOeec484hkbRFixahz5GJ8Ceh7+OPP7Z//etf7h28//77tm7d/5oPiesJJ5zgREVZoc/n3UloCL6BZ599tuPuN4naivR77LHHXCq3ovEOPfTQrAW5ZG/Hv5d8OPHEE+2ss85yAm85GMJfOdwiZ4AABCAAAQhAAAIQgEAeCUgEVBTgkgXfVIQQqOg1dS+WkFUJXYy9pxMm3VdjFRWqCMFkVmpdjfP4tcnp0m+//bYT2xTdd8UVV9hhhx3m1s+n8Kf1Fy9e7ATHV1991Ro3bmwSaH7961/bxIkTnbAkYaRr1661BJKtt966JjVYn0vk89IzFVE3Y8YM23///WvVtosKK1ORKTHKUOc699xzneAnrj/96U9rCX+KLtPnM2fOdMzHjBlTc9brr7/ecTjqqKPc30exdMKfUpcV6SZxVanEr732mouilPjnN6VgKzX1wAMPtL59+9ZhWsjzKWLuhRdecO5JNJ49e7btvvvupmg+zxQdqTH6LQFbgrJsv/32s/79+9eMU1SphL5p06a5KDxFW/7iF7/IWvTTBkGisaILJajrTn/+85/buHHjavyLcrdxHIvwF8dbwScIQAACEIAABCAAAQjEnIDEQM/UFbfUTZ2J1aVYol+lWlANv8R031RRfzT6yM/rUartXXfdZTvttJPdfffdLnJO5hf+lHaqVNQgi5rq663z5Zdfusg/pZP+5Cc/cYKUaslpb/230o5likpUXbzHH3/crrvuOidEJdrDDz/sRLKOHTu6umoS4jIxT7yRGNm6devQglDbtm1d2rJ+e6ZovUmTJtnFF19sPXr0cJFeXo2/zTbbzC655BLH/aabbqoRgryU4DfffNNuvPHGmvTasGdJJ/yJeaIpom+77bZzdQ0lmknw89c2/NOf/mRt2rSxfv361RIAi3E+734SI/kWLVpkQ4cOdWnISo/u2bNnnXNK6JTop1RqvS0JsjpTruyRRx6xUaNGJa0PKWH1n//8p+21115lI/qJG8Jfrl4P60AAAhCAAAQgAAEIQAACEChhAmHTfXXEoJqA+kzNQMqtBmIxr3XJkiV28sknu4ivU045xc4777wad/zCX7J0yVz5LSHqr3/9q2uuILHp6quvtgceeKBOFNx9993nRD8JJ4lNN5SmqsYVSpmVSCnxK9NGDblI9fXYSOzRT1CNv6VLl1r9+vVd5KJnqnGo9F+vjmEqzrqXHXbYIW1KtgQ9cZHIqnUl8kmIlMC355572lZbbRXYdVapqkr5fv755+3KK6+0ww8/vMalQpwvMU03E+FPZ1C0nYRtpTBLbNVb8mpL+hl7wmmu3neqdfxNXgqxXz72QPjLB1XWhAAEIAABCEAAAhCAAAQgUIIEgtJ9E+v3SSSc9tCypPUfifrL7cU/+uijLtVRjTkUJbfbbrsVXPhLPJEn4imCSxFZgwcPdkP8deUU2XfEEUe4v1c0oGoEKtpKNfF0Dn/UXVRi2Qp/EvMkoOq339QF9/PPP3fCkyIJFSXpt2OPPdaGDBniogYVgRnGMhH+onb1lc8SDZWaLTaKqCzk+bIR/sRc6b9KnVaUnyIbDz74YPfmxSGZIfyFeXn/G4PwF40XoyEAAQhAAAIQgAAEIAABCJQtgbDpvgKQKuqve98q1/24ks3ruup1vFVEmSK4vDTdMGwUBaXU05deesmJIRJH1OjAs3xF/Ml31eJTp9og8cVL21U0m7qtKkJNNk0RuUcAACAASURBVHnyZJceq//20pKffPJJJ+TIlDKbbepmtsKfl3I6f/78MNdQM0Yi3oABA1zkpboZqybcvvvuW2sNz7dDDjnENVNJFtUYlOrrdQrWgvfcc4916tQplH8SzlSLcJtttnHzJLQqpbZY54sS8Sfhb8KECe4NSdyWYJnYxENjVINPKebZmpqj6DulNOJMu0pn60Oh5yP8FZo4+0EAAhCAAAQgAAEIQAACEIgpgSjpvjpCUISgov4OOLpNRdZMlEjxzDPPuDRFRWD5TdFMaiChGmNqzJDOvJRSNUNIVksuH8KfX4iR8BSUbilRcsSIES5aS2mvSuOVKU1V0X0SxBQJqKi60047zT744INQKb5B0Xh+VtpDjU7C1vjzIvVS8fZ3MdY4RfWpaUZiZ1dP1GratGlS4c9r+vGrX/3KrrnmmqRbBgl/SqkWK9UOVAOU448/3kXvBdnGjRtdPULV8VuwYIFLxVakZTKxsZDniyL86WwS9VRnUc1UEs+r96g08wcffNDV/lPqczb2+uuvu7caNaoymz2LPRfhr9g3wP4QgAAEIAABCEAAAhCAAARiRCBsuq9cDooQ1Geq86d6f5VkftFMUXMS+lSrbPPNN3c1+iRWyZTuqtphXpRcMkZaSyKORA9FCkrc8bqgeuPzIfxpbTVYUNSexCR1VVXdud/85jd1BKV33nnHVq1aZb17905Zr0/rPPHEE3bcccelbZqQaTReqneWrv6hauNJVFLK7Kabbuoi5jp06OBEP4m0aqYhk3im7sqfffaZ+29F9A0aNKjW1p6ol2rPIOFPC3nRkUo3jmKp3lShzxdV+As6p74DEgQlJOtOJDAPGzYs49qQ2scT/nS3SjlPVkMwCvdSGIvwVwq3hI8QgAAEIAABCEAAAhCAAAQKRCBKuq9cShX112dgC1N9wEoxv2jTp08fJ1h4EUwSAv/yl7+4rrgSddSBV+mvQQ0u1ARDKaWffvqpXXDBBXbiiSfWwZgv4U8bLVy40EX0zZo1ywmY8lcCoAST6dOnB0azhbnrrl272lVXXWWKmks0T/hT9JuaiGQjzFx77bX27LPPWpAIp0gzpcZKAJJJkHvuuefs1VdfdWnOc+bMcanVEpwUNfj/2zsTMDur+nAfZUsJdDDBBAOEJUjYkrAXYoBaCVSDIuJSAyVCjTVUZLGUUESLpRTq0oIWrFRBliAoIEgoEFq2EKBQSxKqggQxLEJo0o5NbNJG7PMe/2f+33xzv3u/OzN3nfc8zzyTzP2Wc95zJjzPy29BDiIwYcC91Lbj2Wmkbr+pKzBpwZVGNfHH9QhG3kM6ca3BXFKnXyRtdrRqfcMh/lKkH3uI9Muev1pMqn3OuSYNmr0q6iw8lOe3472Kv3bcFeckAQlIQAISkIAEJCABCUigRQTqTfetdn2+KUiLltSU15KiSjTYD3/4wyiNkB/UEcsOBMZnPvOZcMstt8R6bDSIoEZepUGHU9JGq12XFX/VFrnTTjsNqp4Z8o35Is+OPvro8LnPfS5G7JV9b9GcEFX5rr/p2iT+ent7hyxmqkXfEa3Iep588sm4TzQpIY0UmYe4oxYhA3mLJKLGIg1JiEB773vfG3m+4x3viCnYqe5ikkq/+MUv4tw5B5VGLfE3HAe2meuj2cs111wTSElnIC6XLVsWpk6dGt761rf2LYfPSQ3nO1GU2QhWOhET2cpAkn/jG9+Idf+KpB97UqarcpYlNQSJukX80YimUo3G4WDfbs9Q/LXbjjgfCUhAAhKQgAQkIAEJSEACLSZQFMVXlL67bHFvWLq4t+Ksj5o9bkRE/d15550xYoyBRDr++OMr8kCi0YiBgVxCqOVHttZbtbptZQXcYMUf86KW33e+852Y0ppEDT9Lactljuqzzz4bLrzwwthsgrp8pGsSwZhtVJKe0wzxR5Qfwg7BNG3atFjHcJdddokiKYk/UrGJ2KPeHhGXNJZgv9ibLbfcMtbiGzNmTIwYpAMwIzWOSE020s/zjJL4I4ISBsgwIgeZy+rVq2M0Yb2DDsSILUaz15fSZ2Ez2JF4c7aor7hgwYL4KM4JzTiKai3W8z7eMWPGjAF7XM8zOvFaxV8n7ppzloAEJCABCUhAAhKQgAQk0EAC9ab7Vov6o9HHcfMmNHC27fFo6vGRykttuGodWbOSpCgFddGiRTHNFtlE1BM19CqNrPiji+zhhx9e8TpkG58hh5o5kDhXXXVVIHpx7dq1MQKOCEJSfYtGM8Tf888/H/nSXRixBBcasXz/+9+PNf4QbwceeGDYfvvt4zSJ5tx0003D2LG/rllJCi7iD6GZjRpLKa40BclGAnIPqau8g27JRMelbs98lhqFECGXxGO9+4SYpeYgo9nrQ1bSiGbjxo3x/Q8++GC44447Qv5MUg+SWpWcC7jvsMMOfcuEN9zPOeecmF7OmZ0/f35sWFIpHf6b3/xmuO666/phIjpw1apV8Wfjxo0bIJbPPffcGGnI3pPSXav2Y7170K7XK/7adWeclwQkIAEJSEACEpCABCQggRYRqDfdl2muWL4uLFm4uuKMp83oCVNn9LRoNY1/LcIhyYR63lZJPPAsIsyIIERSIJaKhF0ja/zVs45K15JqiuR76qmnYoMQRA9damvJx2aIP+aLfEpzQcohzRC2RGDy53yEWX6NSfSyLvaL5xGZ9tBDD8XGKHPmzOm75YorrojPRn5mB3IL4cU7+UI6JvFHtGAtVjwrdTjOir9mry/PJnU2zp/vor0l8pIUaupfEjW43XbbxRRrOhvXM5JU555q9fvS3lXrvFzPe9v9WsVfu++Q85OABCQgAQlIQAISkIAEJNACAkXpvkUSD1m4ZOGa2Ok3P4j6mzl7XOB7N45simg966sk/hBl1AoklbZayjDvaYb4o6vwlClTYpONokYk+TWTpklqL0KHKD9q6U2ePLkUmiSHqMGWjwor9YDMRaQo06gjz5muvE888UTflUSsEZW4bt26+M7UkCX7PtJoDz300L4oshSVSWfmK6+8Mnb6PfXUU2NkIM1C9tlnn77bUyQgPyDK7fXXXw+sM6W3pgvLNgfJzis9Oyv+mr2+/L4U1VasJP44IzR6uf766+NjaIpDU5e3vOUt/R5LNCCClijYolFW/BEtyDt4FxG1lZrM1HvW2vl6xV87745zk4AEJCABCUhAAhKQgAQk0CICRRF81VJ3i1KEWUI3N/og2uuMM84I999/fxQ71Cgj1bDW2HrrrQNflUQOQokGByndtNKzGi3+aLBBBNrjjz8eO/p+9KMfrbWk+HmSUTS/QG7Vip7LPjTJIeoBDtfIi7+ytRGz7883JHnllVfC3Llzw4oVK6LY/MEPfhDlVaUoTeoEEgF55JFHxmi2ouYewyX+mr2+LCfkHOsj1Rf5S9OONIoi/ojyIw0XwcwZy58XpB9RejAmKjDbMCT77rLij67Up59+evxdJRWdPenmofjr5t11bRKQgAQkIAEJSEACEpCABAZJYDDpvryqKFKQz7q50Qfigm69CD8ivoiQq3eUbeqRntto8YfUQsQQfXfppZfGjsWXXXZZvcuqen1ROij18PKdX+t9MTX76DhbLeIPqfntb387dlcmPTefXps+p6svKazZhiQIXjozE52G/EXc1YrSZA2NFn/ZiL9mry/JYur0cWaoo1hL/PE5Ke6Vmr0gEkmVJjKPz+H7nve8p+JRKCv+0rlmriOhs6/ir95/ObxeAhKQgAQkIAEJSEACEpDACCFQb7ovWEZqo4+UPggDar6RMlrvKNvUo1niL0VGjR8/Plx99dXhtttua7j4I8UZcbphw4Zw0kknxW67gx00fyBK7IgjjqjYPZmmHaRVIwf/8i//MiD3siP7OR19sxKL62jQwf2INsaee+4Z5w6vaqOM+Kt3zfkaf9zfivUlqUajj7wAr7d+Y176ffaznw3HHXdcYcp5WfGXjdAdCQ0+FH/1/jZ5vQQkIAEJSEACEpCABCQggRFCYNni3rB0ce+A1dZK2x2JjT6ee+658LGPfSy88MILMRWRCCXSdSsN6pohuLbddtu+j+tp6tEs8Ud0H2m7NFkgZbdMswnmVqnuXNlfGaIe6Uo7bdq0PsGDAELg/ehHPwo0ZEi1Bvk511LLj67FpONmB5GKd911V+wuu8022/T7jHuJHiM9l4i98847L4q9TTbZJF6X0ktvvvnmwoYfPIP6dNdee228h3TUD3/4wzWXWkb8DbW5R6vWR1Ma1keNQzr4jhkzpo9HPeIP/kTjUXuRSD8E3SmnnFK1zmRZ8Zc9o5VSs2FHavvKlSvje2fMmFFzT9v5AsVfO++Oc5OABCQgAQlIQAISkIAEJNBCAkXRe9Xq/DHdWo0+ps8aE2v+ddNAFiD7+GLsvvvu4ZxzzokNIbIy6eGHH47XIJmon5dGPU090j3ZVF/kFvKraNB04pBDDgljx44thT0bFZU615a6cYjiD2nI13vf+95w/vnnR9mYjTwktZa0XAaylM7BpFjnU3GRTB//+MfD008/HT7xiU/Er3xzEkQicum+++6LjUh22mmnGMHHs+jCS4op7yqSuDQOOfPMM2MqNINmEUQG5iVjnlsZ8Zdv/FHEvppkbfb6+B1AftIQBgHKn7OjrPij+zF1E6kTWFb68Z68+Nt///0DjVuQ8s8880xMVef804H70UcfjWeCwf7yu5FGttZivkNz2d+BdrpO8ddOu+FcJCABCUhAAhKQgAQkIAEJtBmBonTfWvX6qjX6qCUO2wxB6ekgLEhHRFiksdVWW8WoJ8QSDSH4zsinGKZ6cQhDusSWaThQTxMHZNTll18eDjjggFLrIX2VCCsiGJFZRx99dKn7uGiwEX80wKAz7muvvRalKTX3GGvWrIkSj7px+TTqJHDo9prvpkv69SWXXBLoyIvc2W+//SquATGEaLv33nvj/iAbiTjjPtZ+8MEHD7iPNF+kH99HjRoVJST3Il9pQFFN/jVL/KVJN2t9KfWZ/cvX92MuZcQfadfsPXvN7w7y99hjjy2M9GOfOB+IveXLl8cIwfXr18d7qeGXHyklGrF92mmnhYceemhARGeaJ3UmK62j9C9Cm1yo+GuTjXAaEpCABCQgAQlIQAISkIAE2pHAYNN9WcuShasDab+VxrQZPWHqjJ52XPKQ5oSIIPWTjrwpEiz7QNJKTzzxxHDCCSf0pc6mDrHIC9KFP/WpT5WaQyPFX4qyIx2Z6LdJkyaVmhMXDUb8wQ0hdvfdd4d99903PiObCp3EaL67bjY6K88O/kRVPvnkk4XpumlRRKtRExBRiMRj9PT0hNmzZ8f9ys6FtGP2CKHGz5GDTzzxRJSLyD9SQ2kEUhRd2Wzxx1oavT6YXXDBBbFRSn6PEuNq4o/53XrrrbEjNvs2ceLEcNFFF4WDDjpowLkjtZs0YgQjkq/WIG2apjvUYCTSlm7TjO9973uBiL43vvGN/ZqGEJWLFGT/6z37tebSis8Vf62g7jslIAEJSEACEpCABCQgAQl0CIGiyL0yUXuk/C5asCqm/uYH93djym9aJwKIqDmi2JBaCD/SRpFB+ZRT6sgR2USEWT5qrVXHBHFF9BTiBQmHBCkzsume1OOjaUaZcdNNN8XUUFI7KzXSSDIGSZNPzWSezLdStGSSO8wBkUTEV3awT6TsIngeeeSRKO4Qj0Tx0RGXv/Pn008/PUZA3n///TGqE1mL9ENUkSaarUnHPYhSRFheXGVFZT6dN/tZGWbZayo19+DzZq3v9ttvj2f49ddfr8iZuRSJP2rpIVxTyjUp0+wVvzOVBvuC0M1G9BHhx/V77LFH2HvvvSP/yZMnxz1Kqfb5ZxH1R9ovkpvr2K+3v/3t4Utf+lI8D8yDszZ69Oh6t6Otrlf8tdV2OBkJSEACEpCABCQgAQlIQALtRaBal95a6b6spFqjjzLysL1oDP9ssimH+Tp1w/+2ck/MCqhKtdrSU7iOphjUTkuDyK9Vq1ZF4VS2PlpK8UWmHX/88VEAbr755v0mm033zUf2pU6ydLFFNJIamkaWb4pEIy2YtFRkFRGGpHQykD+k79I5FsGIYELsEVlGvb8HH3wwiiCizEjFRlZla8Pl5R/C6eSTTw4HHnhguPjii6MUS3y23nrrAanXwyX+mEcz10cKNTKUSL2i/YNvXvzttdde4aqrroqCmTR5eM2dOzemdVdrJENjHKL+dthhhxjFRxflso1n8r8BNIeh1h+8eD9p+Zw1zm+9tS3L/XY1/yrFX/OZ+0YJSEACEpCABCQgAQlIQAIdRaCozl/ZdN1qKb+TpowO02eVazjRUdBKTjbVqNuwYUOMNJo5c2bJOxt3GRJk3rx5sb7fhRdeGD7wgQ8UviylreYvKFPrLt1DAw4kIQyqdUNGniFlkJHZen3INKImp0yZEpBJ+YhKIrro0gpbIrxIxaZJSBpEh5100klRGOYFEgII8Ud3YKIK+TuyiTp+dG/ODyIeb7zxxvj5xo0bY/Qi0ZLULqRjMQPBRDQkjUmygrNaNGDRBlRKq05p0c1aH9F2CFNSaoliLOpmnRd/RFZSdxKpyj3nnntuoMtuswd1BRHYNAdJA7HL3Ige7PSh+Ov0HXT+EpCABCQgAQlIQAISkIAEGkygKGqvbMRetZRfpl5WIDZ4mS15/He/+92Yakq0GdFORIK1w0BwPfvsszECCqFTNIiYohFDGogsZMn2229fmGJZ6VlE5hGxVySNhsKECDjSQtM6qM1HWuo+++wTBRwpwnlZmH8fz0CyIe+QiMiuagOZSeowDUqI9EMu0WUX6Tdt2rSYlpp/JwyIgHvxxRejbC1qRpJ9LxGLDzzwQBSe1CJkNHt9rOOxxx6Le04UXtFgfURNIkRTh2m4sgZSbGsxHcoZqHUv533RokWBlHL2CP7dIP1Yt+Kv1u77uQQkIAEJSEACEpCABCQggRFOoFq673HzJgQEYK1Rq8tvN9f7q8XGzyUgAQk0ioDir1Fkfa4EJCABCUhAAhKQgAQkIIEuIlCU7lumzl/CUC3lF3k4c/a4UhKxi7C6FAlIQAINJaD4ayheHy4BCUhAAhKQgAQkIAEJSKA7CCxb3BuWLu4dsJjxE0cF5F+ZQeTgkoVrAtF/lUbZ1OEy7/IaCUhAAhIw1dczIAEJSEACEpCABCQgAQlIQAIlCBSl6tYr66qlDTMNI/9KbIaXSEACEihJwIi/kqC8TAISkIAEJCABCUhAAhKQwEgmUE3Y1ZPuC8Nq9f6UfyP5lLl2CUhguAko/oabqM+TgAQkIAEJSEACEpCABCTQpQSK6vwNpitvUepwQmfkX5ceIpclAQk0lYDir6m4fZkEJCABCUhAAhKQgAQkIIHOJbBi+bpAg478qKfOX/Ze5V/nngVnLgEJdAYBxV9n7JOzlIAEJCABCUhAAhKQgAQk0HIC1dJ9f3/+xEHNr4z8mzRldJg6o2dQz/cmCUhAAiOZgOJvJO++a5eABCQgAQlIQAISkIAEJFAngaJ033rr/GVfW0v+cS2pv9NnjQlEFzokIAEJSKAcAcVfOU5eJQEJSEACEpCABCQgAQlIQAIhhCJJR1Te9FljB82orPwz+m/QiL1RAhIYgQQUfyNw012yBCQgAQlIQAISkIAEJCCBwRIo6shLRN5x8yYM9rHxvqIagvmH8i4E4PiJWxgBOCTi3iwBCXQ7AcVft++w65OABCQgAQlIQAISkIAEJDCMBKrV+RtKum+aYln5l65PEnDXKaNjOrBDAhKQgAT+PwHFn6dBAhKQgAQkIAEJSEACEpCABOoiUFTnb9qMnmFpwoFcfG75urB0cW/peSXpRxQgI9UC3KpnkzBaIViaoxdKQALDT6CV/1NC8Tf8++kTJSABCUhAAhKQgAQkIAEJdDWBonp8yDai/oZrEP3HuxCBDglIQAKdSgDxN3P2uJZEJSv+OvXUOG8JSEACEpCABCQgAQlIQAItIlCU7jscdf7ySxpM9F+LsPhaCUhAAoUEGvHvYxncir8ylLxGAhKQgAQkIAEJSEACEpCABPoRuPbilRWJDEedv0oPRgAuWbgm0FzEIQEJSKATCdAAqdlpv4q/TjwpzlkCEpCABCQgAQlIQAISkECLCTS6zl/R8lIE4CsrNygBW3wGfL0EJFAfgd+fP7G+G4bhasXfMED0ERKQgAQkIAEJSEACEpCABEYaASLvkH/50cx0NiXgSDt1rlcCnUtg0pTRYfqssU1fgOKv6ch9oQQkIAEJSEACEpCABCQggc4nUFTnj5W1Ip0tNQBZ17sxrO39Zfj191//2SEBCUiglQS2m7jFsHQ8H8waFH+DoeY9EpCABCQgAQlIQAISkIAEJBAj/irV3GtUnT+RS0ACEpBAfQQUf/Xx8moJSEACEpCABCQgAQlIQAIS+H8Eli3uDUsX9w7gMX7iqID8c0hAAhKQQGsJKP5ay9+3S0ACEpCABCQgAQlIQAIS6FgC7VDnr2PhOXEJSEACTSCg+GsCZF8hAQlIQAISkIAEJCABCUigGwlUq/Nnum837rhrkoAEOo2A4q/Tdsz5SkACEpCABCQgAQlIQAISaCMCRXX+ps3oaVkx+zbC41QkIAEJtJSA4q+l+H25BCQgAQlIQAISkIAEJCCBziZgnb/O3j9nLwEJdDcBxV9376+rk4AEJCABCUhAAhKQgAQk0FACRem+W/VsGo6bN6Gh7/bhEpCABCRQnYDizxMiAQlIQAISkIAEJCABCUhAAkMiUJTua52/IWH1ZglIQAJDJqD4GzJCHyABCUhAAhKQgAQkIAEJSGBkE1iycHVYsXzdAAiTpowO02eNHdlwXL0EJCCBFhJQ/LUQvq+WgAQkIAEJSEACEpCABCTQDQReXbk+EPWXH6b7dsPuugYJSKCTCSj+Onn3nLsEJCABCUhAAhKQgAQkIIE2IFBU54+pme7bBhvkFCQggRFLQPE3YrfehUtAAhKQgAQkIAEJSEACEhg+AkV1/qbN6AlTZ/QM34t8kgQkIAEJlCag+CuNygslIAEJSEACEpCABCQgAQlIoIjAssW9Yeni3gEfj584Kkb9OSQgAQlIoPkEFH/NZ+4bJSABCUhAAhKQgAQkIAEJdB2BonRf6/x13Va7IAlIoIMIKP46aLOcqgQkIAEJSEACEpCABCQggXYmUJTua52/dt415yYBCXQzAcVfN++ua5OABCQgAQlIQAISkIAEJNBEAksWrg4rlq8b8MZJU0aH6bPGNnEmvkoCEpCABCCg+PMcSEACEpCABCQgAQlIQAISkMCwEHh15fpA1F9+mO47LHh9iAQkIIG6CSj+6kbmDRKQgAQkIAEJSEACEpCABCRQiUBRnT+uNd3XMyMBCUig+QQUf81n7hslIAEJSEACEpCABCQgAQl0LYGiOn/TZvSEqTN6unbdLkwCEpBAOxJQ/LXjrjgnCUhAAhKQgAQkIAEJSEACHUqAGn/U+ssP0307dEOdtgQk0NEEFH8dvX1OXgISkIAEJCABCUhAAhKQQHsRMN23vfbD2UhAAiObgOJvZO+/q5eABCQgAQlIQAISkIAEJDDsBIrSfensS4dfhwQkIAEJNIeA4q85nH2LBCQgAQlIQAISkIAEJCCBEUNg2eLesHRx74D1jp84Kjb5cEhAAhKQQHMIKP6aw9m3SEACEpCABCQgAQlIQAISGDEEXl25PhD1lx/W+RsxR8CFSkACbUJA8dcmG+E0JCABCUhAAhKQgAQkIAEJdBOBonRfIv6I/HNIQAISkEDjCSj+Gs/YN0hAAhKQgAQkIAEJSEACEhhxBEz3HXFb7oIlIIE2JKD4a8NNcUoSkIAEJCABCUhAAhKQgAQ6nYDpvp2+g62d/+rVq8Ojjz4aJ3HIIYeEsWPHtmRC//Vf/xU23XTT8Bu/8Rt1vf+Xv/xl+Pd///d4z7bbbhs22WSTuu4f7ovXrl0bmFNPT0+/R/f29oZ169aFCRMmDPcrW/a8orPzv//7v2GzzTZr2bxa9WLFX6vI+14JSEACEpCABCQgAQlIQAJdTGBt78Zw6xUvV1zhSEj3Rah873vfC0899VTYuHFjFCtz584NW2+9dVvt+tNPPx1++tOfhpkzZ4Y3vOENQ57bf//3f4f/+I//CIimZ555Juy3335h++23r/u5//Iv/xJOPfXUeN/ll18eDjjggLqfkW7IC5+//du/DZdddll497vfHb7whS/0PXfDhg1h880378eB67g+f22tybz88svhIx/5SLzs6quvbrlY+/rXvx6++MUvhne+853hoosuCltssUV44IEHwp/+6Z+GN73pTeErX/lK2HnnnWstq2Gf33777eGRRx4J5513Xthqq62G9J5KZ+eJJ54In/70p8P73//+cPLJJ7dcxA5pgXXerPirE5iXS0ACEpCABCQgAQlIQAISkEA5AkV1/iZNGR2mz2pNBFe5mQ/tqvvvvz989rOfDa+88krfg3baaadSAogIM76IEEuRYulnZWaFWCwrF1988cUwb968sGLFivAHf/AH4bTTTovii/HP//zP4Wc/+1n8M+ISQYjMSwO59+yzz8a/ItZWrVoVI8ry45Of/GT4oz/6ozJT73fNcIg/5nPrrbeGa665Jkqvt771rfEdlcTfq6++Glm85S1viYKI76zrrLPOCvfcc0/8/od/+Iel11FN/P3kJz+Jc0I01juOOOKIcPTRR8fb2I+vfe1r4X3ve19Vafef//mf4eMf/3hYtmxZOOecc8KcOXPi/UQksjdPPvlkmDFjRvibv/mbqmcnRdJxHuodyMVDDz20YsTdXXfdFX9fmOdHP/rRcPbZZ9f7+JpnB/n613/913FPjznmmPCZz3xmyIJxSJNs4s2KvybC9lUSkIAEJCABCUhAAhKQgARGEoGRmO774x//OAqil156KYqFt73tbfE7wuGP//iPw/jx4wuPANf8yZ/8SbjzzjvDY1LYiQAAHJ9JREFUYYcdFr785S/HFNMkqsqcnXpEG2Ls7/7u72K0F39GKH3uc58L22yzTfizP/uzcMMNN5R5Zb9rEDyIR9Jjd99993DQQQeFE088se7nDIf4+9WvfhUj+v7+7/8+TJ8+PYof1pYXf//zP/8T13vzzTf3u+61116LIuqFF16Ie8Felh3VxF9aG6Kr3pH2l4hSRO1jjz3Wb86Vnrdo0aIoLonou/LKK8N2223XdxmCl+cgl7mG9RaNocz7t37rtyL3rJRmf2677bbw53/+51FiIjARcvWmVefnW+ns5N918MEHh7/6q7+Kgrfbh+Kv23fY9UlAAhKQgAQkIAEJSEACEmgRgZGY7ktkGVFYRM5dcMEFUWaUHaQFIw2JpkOGHH/88fHWRok/no0Q+da3vhUuvvjisH79+jBt2rTwpS99KTz//PNRQDJ22GGHfum6o0aNCrvttlufoEH2ZWUNMmn06NFh7733Lrv0AdcNRTIRuUZKKwO5duaZZ4YlS5ZEngg+5FdK9f385z8frrjiiig/d911134prw8//HCUYjvuuGOUh29+85tLr6ea+BtK5BxRi3vttVecB+mx559/fty3tLYUsZkmSuo1Qu+f/umfQiUpzP6zfs4c11WTbtlIRbg+9NBDYcyYMQGph+hN4/vf/37g2qlTp/ZFWXKGSLFNz0c0f+Mb34i8Ed78npDmO1TpxxyqSWM4wGzLLbeM4o9U9G4fir9u32HXJwEJSEACEpCABCQgAQlIoIUERlK6L5LljDPOCKT67rHHHnXLoiQNiZTLRmZlxR8y8fDDDy/c0XpSfbMPoR4hUozBd2ra/du//VtM9z3yyCP7Ll2+fHmsC7fLLrvEaLq8aErpo1xH6izibDAjyRsi0caNG1dXU4Zzzz03/M7v/E7fa//1X/81Si3kGCnNCKck/kgrJRLzueeeixGBRIKlkbj/3u/9XmRSTw3EZtT4S9IOecb4xCc+EZln54noQny+/vrrMYqUiMd6Rza9ON2b9mfy5MkDIvngyXkqij5FfHKO77333vi4fJp5vfPLX0/qOpGLv/jFLyrWhyTlmVT6oYjpoc6xmfcr/ppJ23dJQAISkIAEJCABCUhAAhIYYQRGUrovkoqaaaRfVkptrLb11AOk+QcNMT72sY+FT33qUwMEFD/IRrMN91H6x3/8x1jPj5RfpB/NNfh7VohRC4+oROQKTSIQhGkgopBQfNHQgzTiVFev3rkOR6pv9p1I2RRNlk/15TPWlW1ukeriIQ1rDfaafSdqMtVBJKIt1XgktTZ19UWiUUNwuEY2og/py/mgXh8jex6H8r5KAm8w4o/zQUORv/iLvwgrV66MKfCI1w996EMDpOo//MM/RInejFFv45ZmzGk436H4G06aPksCEpCABCQgAQlIQAISkIAE+hEYSem+QxF/1JcjBZG0WYTZPvvs08cxG/HXSPGX3bisxMvWx+Oam266KUbATZkyJUZ70YSEgSQj6oy00WwTicH8SgyH+LvwwgujaMoP9ok5Ip5IVc0OosAQU0QsshaurTUQf0hbIt1q1e1rhGQiLZu5Ul+SaFFSd0mtTfuEhCQC7oQTThiwlAcffDA21th///1jfUdStPOjUhRpveIP0XfJJZeE++67L9aTZJ5wJh240lD81Tp15T9X/JVn5ZUSkIAEJCABCUhAAhKQgAQkMAgC3Z7uS9QVImndunWxOQE1zvIiJV8HL4uR+0mJpWbau971rlh7bLPNNuu7pFHiDxlDN94DDjigYhprNm03m0aaFZw0IyFVM1tLjzRb6gQOpV7bcIi/lHJaz5FF4iFXqbFIjUPWxhqzI80NIUa3WCRbfpBie/rpp8fmEVwzYcKEeqZR97XMlfRZouRITUYGErFJCjOjKO02CbZ6I1TrFX/UfSTlmN+TD37wg1GSIl6zgy7HpI7Xk1JdCdSaNWtiF+OlS5c2NEK27k1q0Q2KvxaB97USkIAEJCABCUhAAhKQgARGCoFuT/ctE51ULVLv0UcfjRFbiA+E2cyZM/sdjUaIvxQlhhgitRhJlK/XxyRSjTjkFpGISXItXLgw0PwCwTJx4sRYz5BGGWVTfIui8dLCafiAlGSUqfGXIvUqRaylZyJYiTK75ZZbYtQZ0XcIvrygzDYWqST+UtMPOjRfddVV/brkpnchb7/+9a+HnXbaqSnijwhNRC0NSLJditN8Wi3+mAdiG6lHd+S83PvBD34Q5s+fH/fklFNO6UuNHsy/kVkx3awI2cHMs1n3KP6aRdr3SEACEpCABCQgAQlIQAISGKEEuj3ddyjiD2FD2iyddekw+tWvfnVAA4ZGiD8kGM1EFixYECUY6bzU7CNCLTuQSHfddVegNl1PT0/hCeYZdJmlWyo1AmuNwUTjVXtmrYg1mpTQlITuvghO1kUUJrX3SIElFTb9nLndfffd8XXHHHNMbGKSFVW1ouSy4ikv/kiH/va3v10LT9XP6ep74oknFl6D2CR9l734zd/8zVhPrx3EX9GESVEmGpDv+bTywYDK8mfP58yZM5jHdM09ir+u2UoXIgEJSEACEpCABCQgAQlIoH0JFKX7jp84Khw1e1z7TryOmQ2mxl+KuHvhhRdiSikRZvnRCPHHO5COqcPt+vXrY+QekWoISNKWzzvvvNjkY7Aj3103+5wk/opqz5V9Z6pRV038EWlG/ToE2Pve974YFUf04q677ho7v9KEgyhLUmWpCYg0gw2dcEnZhn9Weuabg+TnmiI4OQ+IP2ruUQeRZ5SRxLXWXq1OYEqpJfqPKNKf/vSnscMutfQqNVqhqcnixYtj1CIMN910036vL5KM9ab6Fq2JSD8a2fB7MG3atBjxWil1uhaT7OfsHefrjjvuKBSe9Tyv069V/HX6Djp/CUhAAhKQgAQkIAEJSEACHUCg29N92YLBiD/SQZFtO+64Y/ja174WZVQ18UfHVlJMKw2Eycknn1x3bT0i+pBdDOTX7/7u7w5LR9hqaZZJ/BVFopU90tWi73p7e6NIShF2SFVqKV555ZXhsssui2mldOOlEQn14Gg48eEPfziKviOPPDIg8IgMJI150qRJcUpZqXTWWWfFDsf5QSQle8kggnK33XYLL730UoywRP498cQTFZf385//PEZ8Eo3JXIsEGM88+OCDKz5j9erVUaQRoUg3ZlKqEX+DHUkyMifSml988cX4KGo6IlRpjpIXhtS4/MlPfjJANuYl4uOPPx6jMBGylaQf7KnXh4AtO0jbJpIzna9Kqdpln9Ut1yn+umUnXYcEJCABCUhAAhKQgAQkIIE2JlAt3Xf6rLFh0pSB3UTbeDkVp1av+EOeUCOP9E8aMpDyW6mxQTbirxqTWumu1e5FwiCe3vGOd8TLEFxIJORLmcF11157bbjxxhsD9fnoSozQTMIs/4xGi79ly5bFaC9SfLfZZpsoNt/5zndGvvmIPfaBpixE+1Hzb5dddolRgdxDavCll14aaFjCSI0jfvjDH/b7eVof0YN0+EVAvfbaa5Hj5MmToyTjmci/Aw88sCLSl19+OXzkIx8JCMvLL788Nl0pO1gD0ZmHHHJIrI1Ivcidd965T4ANtqtvEmnZs112TvnrkkSECcIWycy8kZiclXyaebbWYtl3pnfUisos+7xuuE7x1w276BokIAEJSEACEpCABCQgAQl0AIElC1eHFcvXDZjpVj2bhuPmNbbraTPw1Cv+Fi1aFIga22KLLcJXvvKVKG0qjaz4Qx4Vdcst0+CiERwQTqTSPvnkk7FTK1FWtSIPGy3+UoMLusiSckwaMz+jWQl1/UjxzUbOEdFG2iuyLI3UoCMbNZZkFPXzspGA6Z4UwYl0vO222+KPif7j6+abb45SkTRjUoDzYyjiL3UR5rmcl/T8Wpxr1StMc0TmPvLII7ErL4PIP9ZKt+KTTjopnuE0vvOd7wRSjqmPePjhh/f9HN5TpkzpV1uSaxCA+Q6/3LR8+fIoZNeuXdv3DKQhQpXUdCL76KycHdSi/PSnPx2jPPk+FBneiN+VVjxT8dcK6r5TAhKQgAQkIAEJSEACEpDACCTQ7U0+6hF/iBRq+t15553hsMMOC1/+8pcLhV6javwN9Qgiy5A/pM4iYvbdd98oahCQtUYtIVXr/vR5NXGF6EPy8cWglt0ZZ5wRG14g3yrVvMu+N8m0PffcM6bgktaaxN5v//ZvB1KZsxI2RfvBhcjBlD599dVXx0YbpN0ipohKo6YdQpK/I84QX3nxB0/SsK+//vqYvlstApBo0RtuuCEcddRRMb15s802i0upxbms+MvvR+psTGQn5zMr4IreiSDmfDz11FNxT6p1ky7a/+zvWLU08bR3pEsXdV4ue8Y6/TrFX6fvoPOXgAQkIAEJSEACEpCABCTQQQSKmnyQ6kvKbyePesQf8oP6cERQIYmOP/74wqU3Wvw9/fTTUcbQjbdS5FWlidE84tRTT4218VKUX+qMW2YPkxzKR4WVuTd7Dc0hEGv5yC7kG40/EJKMjRs3xog7IvZYZ0ppzj6LxhZEXY4d++tzmETe888/H2Uan1ET8LHHHhvQiIVINKI2+SJtG6lF1COD+REZlx1pT7OdnPPij5p4RIQisWhKQlRlEnrZZ6X0Y/YCufiBD3yg7+NGib9qwrDSO++5554wf/782DSGRiJE+SFPswOGRGKOHl2c9l9W/HEu+P2i2zRp00jUkToUfyN15123BCQgAQlIQAISkIAEJCCBFhAg1ZeU3/zohnTfesRfEj+kltJZd/vtty/cjUaLP5o/IGuIgCOirah5SHaCSVIhAGkiQeRaPSPJoXruqXZtXvyl+dHVtuygFmC2th4iiki6b33rW+Fd73pXbHpClCaik4hBot3SoE4jXXQRjDyDtFbq9THy4i8JxRUrVsTGInPmzInXVUr1RfqdeeaZYdSoUYV1/1L0HY1D8unHifNgu/oWNYxJZyYfYcg6Kok/WNLdmNqINPTI1/Pjvttvvz1ccskl4eyzzw7HHntsxXqXZcUf6cCI6B//+MfxfCJ7R+pQ/I3UnXfdEpCABCQgAQlIQAISkIAEWkCgm5t8lBV/ZZt6pO1ptPhLteyIwEJE0XCkHmFW6xhRby4vv2oJqVrPTJ9Tl48U3moRfzS7IB2ZhhennHJKvzp+PCd9TgpwvrMynX0RegzE4AsvvBAlIMyy0Xek7hLld9BBB8XIPMRTkfj75je/GQUXjU+YFxFwReKPyMUU9VfpvdxXlOablXBleeavK6qRR1dkziVdkHl/dhRFGRJ998Y3vrGi0KMmIIITkUz0K8/cfPPNB0y7rPgjlR5uRBqO9M6+ir/Bnn7vk4AEJCABCUhAAhKQgAQkIIFBEejWJh9lxV/Zph7NEH+IJere3X///TGN9f3vf38UVo0Wf9ddd10gHZNIwaFEYxFpRyOHosg0Is1IpaZOHimw1N3LCrvs5yeccEI4//zz+4kp6gQisu6+++64HUTeEUGWuvymPUI0IfM+9KEPxcjJFL3H51npidiCM41QiB5ESqVR1Nyj2nnJRg9WShlPEm6wXX2Rb6Q+Z7tNZ6Ua0XspYjGto1Z6cf4fjaz0I6WZOoBFDWzKij/egWC96KKLRnyDD8XfoP4z5U0SkIAEJCABCUhAAhKQgAQkMFgC3drko4z4q6epRzPEH91ZEX1Ezl166aUDhFbRHg+lAy2y7fHHH48dXrOCBymG5Jo5c2bYdttt+15NhCQ15aj/RsReVkIh5pByRBWSzpofKVWWaDPuJSovW8eQ9FJkH3KrqOHHfffdF6PRkKTUBqSpR6VoNPY2ScUi8VcU7ce8i5jy3tNOOy089NBDA6INkxQkPTsfrcgza0m4wTT3eOmllyJLohppSvO2t72tH/Za78xezP7An71HABMtSWRl0ahH/KUOzNRuzKdm83zSldlLIgznzp1bsX7iYP+Na6f7FH/ttBvORQISkIAEJCABCUhAAhKQwAghUNTkY/zEUeGo2eM6kkIZ8VdPU49miL/U/RTRlq8PV20ThiL+kpBBVtE0Y7fddosSKdVky0euIWiILMvLLWQeoogafAcffHCUUHlp1NvbG7u6LliwIPBnpB9RZTR+ePbZZ2O33LVr18aowPe85z0Dlox0RPotWbIkfgYnIv54Xxk+XJMi/pCrvJc6d/lov2rij89oTIIgo3tuqkOYlchFacC1JNxgxF+Sjbvuums8M29+85vrFn/I3xtvvDF8/vOfj/zLSD9eUkn88bOf/exnkSudg2mYw7q32GKLmLZOVCjCl73OjpRCX6lDc0f+A1QwacVfN+2ma5GABCQgAQlIQAISkIAEJNAhBF5duT4g/yoNxB8CsNNGGfH3xS9+MUZm7b777v3qu1VbayNr/KVnT58+PXakrdZRNTvHwYq/bM060mURfynqL9UaPOyww6LESz/P1kTMCzNED92FEYef/OQno+ipNJBL11xzTZRwCMAUsYc8pIbfvHnzBtSeY66IxVtuuSVssskmMSKMLsHU5GMfDzzwwMJty0f80cwidf3dc889YwRavolKNabZFGG6BlMDj7qCyFKEYlFn6OEWf9nU50r1/QBS651whR8yloGIPe+88wrTe5GEq1evjl2WSQ9nH2nagQQlCpQ9zI5sTUma1XCuaJ6Tj+hM8yxaR6f9+1M0X8Vft+yk65CABCQgAQlIQAISkIAEJNBBBEj3XbJwTUAA5kenRv3VEn+pHtszzzxTMQKpaPsaJf6y9f3qbYAwWPF30003RWm15ZZbxjTLGTNm9C07NdJAsmW763JBYrDffvuFr371q32RfUihL3zhCzHyrJLcyTNFFJ5++umxSQeDd7397W+P8nCvvfbqk3+IQuoB3nHHHfEa5CCiLzWgQP5R0++QQw6puG158bdu3booF/k56//gBz844L5aTJPE2nHHHWOH3AcffDBKLf5eKc03K+GOOeaYcPjhhw94JyINGUpdwpNOOilGyeXHm970pnDooYdG8XnnnXeGc889t2qX4Wri7+mnn441/KhxSL1EuJI2DOPsQOwR5ck+EcFXaxDJOW7cuCjUSfmePXt2FInUqmRvie7MNg1Zs2ZNlMRLly4NF154Yaz/2K1D8detO+u6JCABCUhAAhKQgAQkIAEJtDmBFcvXBRp9VBqdGvVXDXlK10SkVKo51uztWrFiRYwYQzghz9797neXnkJKWUa8Ien23Xffmvcic0h1pUZcpUYaWRmTT81M7/v5z38eowSpA5hGVu4QPUaUXraBB9dxzbXXXhtuvfXWmFqKuJs2bVp4+OGH498RT6R8ItIQuEgn0nv5OcIOecSfszXpkE18dvLJJw8QV5Vq/BFpyP1HHnlkjFbLDzrQnn322YHuwpwPRGR28EyEGaKS7rjz58+PIq4ozZd7k4SruTlVLkidfYm6Q9Sxj0Wcs+8kApNGJgwkMynXyMvE/4ILLojMKw1YcS+1INOAP/s2efLk2BF57733DkRPEjlZ1AyEe1NdRf6MZOS5pJvT1IbIz7LndygMW3mv4q+V9H23BCQgAQlIQAISkIAEJCCBEUygG6P+irazWoOGVh0BpBFiKDW2yIumNK977703XHzxxf1SYZF0CJw99tijYp23/JqyKb5El5H2uvPOOw9Yekr3zUf2ZTvJEr3GddkosRQNR40/RM7+++8f674h2pB91H8jJZR7iO4666yzQk9PT5SeXH/bbbfFGnq77LJLlH4rV67si/RDVmbflZV/LIB6f4jTbOpuUXOPtOBsTUNk1uuvvx5WrVoV55hfe9H5QLouX748ph8X1RxM4q8o4q/M2UNUJy504K22fzwvG/GHMH3ggQfifiGaGaSVI/0mTpxY9fV0a2Yg94jmZB6DGaQnE2WJeGfwHM4T5xf5SwTpmDFjBvPojrhH8dcR2+QkJSABCUhAAhKQgAQkIAEJdCeBkRL1l9JYN2zYMCBirVU7S2MForD22WefqvIjNeOg1l52EPGGUCkTKYhkQf6QOss9lRpp8GzSV6+88sqYCkvDh2z33EceeSQwBzrr5rvqpsYZCLpzzjknijSi04jeYyD5eCcRXxMmTBiAHBFHh2OiwEjJZm2IwGOPPXZA7T9uJkWW95C2XSl6sZb4y6ZZZydTpn5gPeelVr29ss9KTU6WLVtWc8/z7+Ts01gDQUlKOVGmlboil53LYK6DN5Gi119/fV9NwHRW5syZM5hHdsw9ir+O2SonKgEJSEACEpCABCQgAQlIoPsIVIv626pn03DcvIGSphMpfPe73w1ES9EVdu7cuRVTPVuxLoQOddSQf294wxsqToGIKVJiSbNNg2YVRGJVSlktWgcRas8//3yM3mqE+EHY0WEWoUNEF+IO2YSYpGFImXcSzXfddddFqUdKabWBzLzhhhuiUMw36kA0ITEZ1NarlIpK7TquS4N5cz7y9e6Gci5YC5LyiCOOiCJ1KAMxSpo2qb/VBuecaEsiA1MUKWnTRJbWYjqU+ZW590c/+lFs1sLeUZ9x1qxZw8q7zByafY3ir9nEfZ8EJCABCUhAAhKQgAQkIAEJ9CNQLepv2oyeMHVGj8QkIAEJSGAQBBR/g4DmLRKQgAQkIAEJSEACEpCABCQwfARqRf3NnD0uEP3nkIAEJCCB+ggo/urj5dUSkIAEJCABCUhAAhKQgAQk0AACyL9br3i54pPHTxwV6PLrkIAEJCCB+ggo/urj5dUSkIAEJCABCUhAAhKQgAQk0CACSxauDqT9Vhqm/DYIuo+VgAS6moDir6u318VJQAISkIAEJCABCUhAAhLoHALVov5I9Z0+a0wg+s8hAQlIQALlCCj+ynHyKglIQAISkIAEJCABCUhAAhJoAoFqjT66qctvE1D6CglIQAJB8echkIAEJCABCUhAAhKQgAQkIIG2InDPglXh1ZXrK85J+ddWW+VkJCCBNieg+GvzDXJ6EpCABCQgAQlIQAISkIAERhoBUn4XLVgV+F5pTJoyOkyfNXakYXG9EpCABOomoPirG5k3SEACEpCABCQgAQlIQAISkECjCRDxR+Rf0bDZR6N3wOdLQALdQEDx1w276BokIAEJSEACEpCABCQgAQl0IYFli3vD0sW9hSuj0cdRs8d14cpdkgQkIIHhIaD4Gx6OPkUCEpCABCQgAQlIQAISkIAEGkCglvyj5t/M2eMC3x0SkIAEJNCfgOLPEyEBCUhAAhKQgAQkIAEJSEACbUuAOn/PLV9XNfIP6Ufdv6kzetp2HU5MAhKQQCsIKP5aQd13SkACEpCABCQgAQlIQAISkEBpAsi/JQvXFHb6TQ9CAI6fuEWUgKQBOyQgAQmMdAKKv5F+Aly/BCQgAQlIQAISkIAEJCCBDiBQJvIvu4yU+osIdEhAAhJoBgH+hwP/46GdhuKvnXbDuUhAAhKQgAQkIAEJSEACEpBAVQK1av6JTwISkEArCbRbx3HFXytPg++WgAQkIAEJSEACEpCABCQggboJvLpyfbhnwaq67/MGCUhAAo0mQLTxcfMmNPo1pZ+v+CuNygslIAEJSEACEpCABCQgAQlIoF0I1Jv62y7zdh4SkED3E0D8tUunccVf9583VygBCUhAAhKQgAQkIAEJSKBrCSAASf9dsXxd167RhUlAAp1DwIi/ztkrZyoBCUhAAhKQgAQkIAEJSEACHUIAAfjqyg2x868SsEM2zWlKoMsIIP2mzxrTVl3FjfjrskPmciQgAQlIQAISkIAEJCABCUggBEQgY13vxrC295cikYAEJNBQAlv1bNJWwi8t9v8A25taLPOGPkcAAAAASUVORK5CYII="
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![5.12 字符串格式化.jpg](attachment:6258ea04-e459-4fb0-a41d-e6337ebec44e.jpg)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "<模板字符串>.format(<逗号分隔的参数>)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "format()方法中<模板字符串>的大括号中除了包括参数序号，还可以包括格式控制信息。此时，位置的内部样式如下："
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "格式字符串包含有以花括号 {} 括起来的“替换字段”。   \n",
    "不在花括号之内的内容被视为字面文本，会不加修改地复制到输出中。  \n",
    "如果你需要在字面文本中包含花括号字符，可以通过重复来转义: {{ and }}。"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "替换字段的语法如下："
   ]
  },
  {
   "cell_type": "raw",
   "metadata": {},
   "source": [
    "replacement_field ::=  \"{\" [field_name] [\"!\" conversion] [\":\" format_spec] \"}\"\n",
    "field_name        ::=  arg_name (\".\" attribute_name | \"[\" element_index \"]\")*\n",
    "arg_name          ::=  [identifier | digit+]\n",
    "attribute_name    ::=  identifier\n",
    "element_index     ::=  digit+ | index_string\n",
    "index_string      ::=  <any source character except \"]\"> +\n",
    "conversion        ::=  \"r\" | \"s\" | \"a\"\n",
    "format_spec       ::=  <described in the next section>"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "https://docs.python.org/zh-cn/3/library/string.html#formatstrings"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "{<参数序号>: <格式控制标记>}"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "其中，<格式控制标记>用来控制参数显示时的格式，包括：\n",
    "<填充><对齐><宽度>,<.精度><类型>6 个字段，format格式控制标记如表5.10所示。"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "| 整数 | : | 填充 | 对齐 | 宽度 | , | .精度 | 类别 |\n",
    "| :---- | :---- | :---- | :---- | :---- | :---- | :---- | :---- |\n",
    "| 参 <br />数 <br />序 <br />号 | 引 <br />导 <br />符 <br />号 | 填 <br />充 <br />字 <br />符 | 左对齐:< <br />右对齐:> <br />居中: ^ <br /> = | 输 <br />出 <br />宽 <br />度 | 数字 <br />千位 <br />分隔符 | 浮点数 <br />小数位数 <br />或字符串 <br />最大输出长度 | c  Unicode 字符 <br />d 十进制 <br />b/o/x   二/八/十六进制 <br />e/E 浮点数指数形式 <br />f/F 浮点数标准形式 <br />% 百分比输出，并保留两位小数|"
   ]
  },
  {
   "cell_type": "raw",
   "metadata": {},
   "source": [
    "format_spec     ::=  [[fill]align][sign][\"z\"][\"#\"][\"0\"][width][grouping_option][\".\" precision][type]  \r\n",
    "fill            ::=  <any charact   >\r\n",
    "align           ::=  \"<\" | \">\" | \"=\" | \n",
    "    ^\"\r\n",
    "sign            ::=  \"+\" | \"-\" \n",
    "    \" \"\r\n",
    "width           ::i  \n",
    "  git+\r\n",
    "grouping_option ::= \"   \n",
    "  | \",\"\r\n",
    "precision      =    \n",
    "  digit+\r\n",
    "type            ::=  \"b\" | \"c\" | \"d\" | \"e\" | \"E\" | \"f\" | \"F\" | \"g\" | \"G\" | \"n\" | \"o\" | \"s\" | \"x\" | \"X  \" | \"%\""
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<填充>：指<宽度>内除了参数外的字符采用什么方式表示，默认采用空格，可以通过<填充>更换。  \n",
    "<对齐>：指参数在<宽度>内输出时的对齐方式，分别使用<、> 和 ^ 三个符号表示左对齐、右对齐和居中对齐。使用\"=\"时，强制将填充放在符号（如果有）之后、数字之前。这用于打印格式为 \"+000000120 \"的字段。该对齐选项仅对数字类型有效。当 \"0 \"紧接在字段宽度之前时，它将成为数字的默认对齐方式。    \n",
    "\n",
    "<宽度>：指当前位置的设定输出字符宽度，如果该位置对应的format()参数长度比<宽度>设定值大，则使用参数实际长度输出。如果该值的实际位数小于指定宽度，则位数将被默认以空格字符补充。"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "各种对齐选项的含义如下：\r\n",
    "\r\n",
    "'<':强制字段在可用空间内左对齐（这是大多数对象的默认值）。  \r\n",
    "'>':强制字段在可用空间内右对齐（这是数字的默认值）。  \r\n",
    "'=':强制在符号（如果有）之后数码之前放置填充。 这被用于以 '+000000120' 形式打印字段。 这个对齐选项仅对数字类型有效。 这是当 '0' 紧接在字段宽度之前时的默认选项。  \r\n",
    "'^':强制字段在可用空间内居中。最小字段宽度，"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "--------1\n",
      "-------12\n",
      "------123\n",
      "-----1234\n",
      "----12345\n",
      "---123456\n",
      "--1234567\n",
      "-12345678\n",
      "123456789\n"
     ]
    }
   ],
   "source": [
    "s = '123456789'\n",
    "for i in range(1, 10):\n",
    "    print('{:->9}'.format(s[:i]))  # 字符串切片，得到前i个字符，右对齐输出，“-”填充"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~~~~~~~~1~~~~~~~~\n",
      "~~~~~~~121~~~~~~~\n",
      "~~~~~~12321~~~~~~\n",
      "~~~~~1234321~~~~~\n",
      "~~~~123454321~~~~\n",
      "~~~12345654321~~~\n",
      "~~1234567654321~~\n",
      "~123456787654321~\n",
      "12345678987654321\n"
     ]
    }
   ],
   "source": [
    "s = '123456789'\n",
    "for i in range(1, 10):\n",
    "    print('{:~^17}'.format(s[:i] + s[:i - 1][::-1]))  # 字符串切片，得到前i个字符，居中对齐输出，“+”填充\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "# <,>（逗号）：<格式控制标记>中逗号用于显示数字的千位分隔符\n",
    "\n",
    "print('{:,}'.format(123456789))  # 输出 123,456,789"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<.精度>：表示两个含义，由小数点（.）开头，用于浮点数和字符串，整数时不可用。  \n",
    "对于用“f”和“F”格式化的浮点数，精度表示小数点后保留的数字位数，末尾为0的浮点数保持末尾的0的输出。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "3141.59265301\n",
      "3141.59265\n",
      "3141.59265300\n",
      "314.150000\n"
     ]
    }
   ],
   "source": [
    "print('{:.8f}'.format(3141.59265300979)) # 3141.59265301\n",
    "print(round(3141.59265300979,5))\n",
    "print('{:.8F}'.format(3141.59265300079)) # 3141.59265300\n",
    "print('{:.6f}'.format(314.150000358979)) # 314.150000"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "对于用“g”和“G”浮点数，精度表示小数点前面和后面保留的数字位数，且会舍去输出数据末尾的零。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "314.15927\n",
      "314.15\n",
      "3141.592\n"
     ]
    }
   ],
   "source": [
    "print('{:.8g}'.format(314.159265358979))  # 314.15927\n",
    "print('{:.8G}'.format(314.150000358979))  # 314.15\n",
    "print('{:.8}'.format('3141.59265300079')) # 3141.592"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "对于字符串，精度表示输出的最大长度。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "print('{:.4}'.format('1.23456789'))  # 1.23，算上小数点为4个字符"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "可结合宽度控制输出格式："
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "print('{:*^12.4}'.format('1.23456789'))  # ****1.23****，占位12字符，字符串取4个字符"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "精度的数字前没有点时，表示输出的最小占位宽度，输出字符大于宽度时，按实际位数输出。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "print('{:>4}'.format('1'))          # 1，占4个字符宽度，右对齐\n",
    "print('{:.>4}'.format('1'))          # 1，占4个字符宽度，右对齐,为方便查看，用点做填充字符\n",
    "print('{:4}'.format('1.23456789'))  # 1.23456789，超过宽度时按实际字符输出"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<类型>：表示输出整数和浮点数类型的格式规则。  \n",
    "对于整数类型，输出格式包括6 种  \n",
    "对于浮点数类型，输出格式包括4 种  \n",
    "浮点数输出时尽量使用<.精度>表示小数部分的宽度，有助于更好控制输出格式。"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "| 符号 | 功能 |\n",
    "| :---- | :---- |\n",
    "| b | 输出整数的二进制方式； |\n",
    "| c | 输出整数对应的  Unicode 字符； |\n",
    "| d | 输出整数的十进制方式； |\n",
    "| o | 输出整数的八进制方式； |\n",
    "| x/X | 输出整数的小写/大写十六进制方式； |\n",
    "| e/E | 输出浮点数对应的小写字母 e /大写字母 E的指数形式； |\n",
    "| f/F | 输出浮点数的标准浮点形式，保留结果末尾的零；3.1500 |\n",
    "| g/G | 输出浮点数，末尾的零会从结果中被移除，3.15 |\n",
    "| % | 输出浮点数的百分形式 |"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "print('{:b}'.format(15))               # b表示将整数转为二进制，1111\n",
    "print('{:>22,.3f}'.format(15703050635.0))# 22字符居右,千位分隔,3位小数\n",
    "# 输出：    15,703,050,635.000\n",
    "print(\"{}{:.2f}{:.4}\".format(\"圆周率\",3.1415926, '是无理数的一个典型例子'))\n",
    "# .2f 表示浮点数截取2位小数；.4 表示将传入的字符串截取4个字符\n",
    "# 输出：圆周率3.14是无理数\n",
    "print('{:*<20}'.format('开始注释'))   # 宽20字符，居左，空位用*填充\n",
    "# 输出：开始注释****************\n",
    "print('{:*^20}'.format('这是注释'))   # 居中\n",
    "# 输出：********这是注释********\n",
    "print('{:^20}'.format('无填充字符'))  # 居中，无填充\n",
    "# 输出：       无填充字符\n",
    "print('{:*>20}'.format('注释结束'))   # 居右对齐\n",
    "# 输出：****************注释结束"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "在计算机中，所有的数据在存储和运算时都要使用二进制数表示，而具体用哪些二进制数字表示哪个符号，当然每个人都可以约定自己的一套（这就叫编码），而大家如果要想互相通信而不造成混乱，那么大家就必须使用相同的编码规则，于是美国有关的标准化组织就出台了ASCII编码，统一规定了上述常用符号用哪些二进制数来表示。  \n",
    "计算机中存储的都是二进制以十进制整数、十六进制、八进制、二进制和字符形式输出ASCII码值在90-100之间的字符"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [],
   "source": [
    "width = 5\n",
    "for num in range(90, 100):\n",
    "    for kind in 'dxobc':\n",
    "        print('{0:{width}{base}}'.format(num, base=kind, width=width), end=' ')\n",
    "    print()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [],
   "source": [
    "width = 5\n",
    "for num in range(90, 100):\n",
    "    for kind in 'dxobc':\n",
    "        print('{0:{1}{2}}'.format(num, width, kind), end=' ')\n",
    "    print()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "format函数具有丰富的格式控制方法，可以方便、快速的进行各种格式的输出，一般建议使用format函数做输出格式控制。"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "自Python 3.6开始，又增加了一种格式化字符串字面值（Formatted string literals）方法，也称为f-strings。这种方法是带有'f' 或'F' 前缀的字符串字面值。字符串可包含替换字段，即以{} 标识的变量或表达式，格式化字符串字面值实际上是会在运行时被求值的表达式。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [],
   "source": [
    "width = 5\n",
    "for num in range(90, 100):\n",
    "    for kind in 'dxobc':\n",
    "        print(f'{num:{width}{kind}}', end=' ')\n",
    "    print()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "由于历史的原因，同时考虑到其他语言程序员的习惯，Python 中目前仍保留了%格式符的用法，下面用几个例子了解一下%格式符的语法。"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "| 符号 | 功能 |\n",
    "| :---- | :---- |\n",
    "| %c | 格式化字符及其ASCII码 |\n",
    "| %s | 格式化字符串 |\n",
    "| %d | 格式化整数 |\n",
    "| %u | 格式化无符号整型 |\n",
    "| %o | 格式化无符号八进制数 |\n",
    "| %x或 %X | 格式化无符号十六进制数 |\n",
    "| %f 或 %F | 格式化浮点数字，可指定小数点后的精度 |\n",
    "| %e或 %E | 用科学记数法格式化浮点数 |\n",
    "| %g或 %G | 自动选择 %f 和 %e 两种格式中较短的格式输出，并且不输出数字后面没有意义的零 |\n",
    "| %p | 用十六进制数格式化变量的地址 |\n",
    "| % | 当字符串中存在格式化标志时，需要用 %%表示一个百分号 |"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "print('Hi, %s, you have $%d.' % ('Michael', 1000000))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "格式化操作符辅助指令"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "| 符号 | 功能 |\n",
    "| :---- | :---- |\n",
    "| * | 定义宽度或者小数点精度 |\n",
    "| - | 用做左对齐 |\n",
    "| + | 在正数前面显示加号( +   ) |\n",
    "| &lt;sp &gt; | 在正数前面显示空格 |\n",
    "| \\\\# | 在八进制数前面显示零('0')，在十六进制前面显示'0x'或者'0X'(取决于用的是'x'还是'X') |\n",
    "| 0 | 显示的数字前面填充“0”而不是默认的空格 |\n",
    "| % | “%%”输出一个单一的“%” |\n",
    "| (var) | 映射变量(字典参数) |\n",
    "| m.n | m是显示的最小总宽度，n是小数点后的位数 |\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "print('--------%(p).2f' % {'p': 1.23456})  # 保留2位有小数"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "print('--------%(p)f' % {'p': 1.23456})    # 默认精度，保留小数点后6位"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "%c 65转unicode值对应字符A；  \n",
    "%o 整数15转成对应的8进制数17；  \n",
    "%x 整数15转成对应的16进制数f  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "print('***%c***%o***%x' % (65, 15, 15))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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