Primitiveness of cometary dust collected by MIDAS on-boardRosetta
Authors: Kim Minjae , Mannel Thurid , Lasue Jeremie , Longobardo Andrea , Bentely Mark , Moissl Richard 
Published: July 2022

&lt;p&gt;Comets are thought to have preserved dust particles from the very beginning of Solar System formation,&amp;#160;providing a unique insight into intricate processes like dust growth mechanisms. The Rosetta mission offered&amp;#160;the best opportunity to investigate nearly pristine cometary dust particles of comet 67P/Churyumov&amp;#8211;Gerasimenko. In particular, among the three in-situ dust instruments, the MIDAS (Micro-Imaging Dust Analysis&amp;#160;System) atomic force microscope collected cometary dust particles with sizes from hundreds of nanometres to&amp;#160;tens of micrometres on dedicated targets and recorded their 3D topographic information and related parameters&amp;#160;(Bentley et al. 2016a). However, the straightforward dust collection strategy, i.e., simply hitting the collection&amp;#160;targets, leads to an unknown degree of collection alteration (Mannel et al. 2016; Bentley et al. 2016b).&lt;/p&gt;
&lt;p&gt;We aim to understand dust alteration during collection and determine which structural properties of the MIDAS&amp;#160;dust particle remained pristine. An exhaustive dust particle catalogue for MIDAS is created, containing 3494&amp;#160;dust particles with (meta)data. Among these particles, we carefully select 1082 particles that are eligible for a&amp;#160;more extensive structural investigation. First, we generate sophisticated dust maps showing the distribution of&amp;#160;the selected dust particles on the collection targets and investigate dust clustering, i.e., determination of which&amp;#160;of the particles stem from a single parent particle that fragmented upon the collection impact. Additionally, in&amp;#160;the collaboration with Longobardo et al. in preparation, we use an algorithm to determine from which cometary&amp;#160;source regions which MIDAS particles were stemming (Longobardo et al. 2020). Next, we develop MIDAS particle&amp;#160;shape descriptors such as aspect ratio (i.e., height of the particle divided by the square root of area; Lasue et al.&amp;#160;2019), elongation, circularity, convexity, and particle surface/volume distribution. Furthermore, we compare&amp;#160;the structure of the MIDAS dust particles and the clusters to those found in the laboratory experiments&amp;#160;(Ellerborek et al. 2017) and by COSIMA/Rosetta (Langevin et al. 2016). Finally, we combine our findings to&amp;#160;calculate a pristinity score for MIDAS particles and determine the most pristine particles and their properties.&lt;/p&gt;
&lt;p&gt;&lt;img src=&quot;data:image/png;base64, iVBORw0KGgoAAAANSUhEUgAABKsAAAJjCAYAAADDFZJrAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDIuMi4zLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvIxREBQAAIABJREFUeJzs3Xl4VPWh//HPTHZISAIkJKDsu2yyBSuiqK3Wal2otrZatd4q1ipuV7HXomK16K231gev1qXu2kdbt1tbbKvijooiIoQl7FsSkpCFbLOd3x/+ZpyESTKZzHznzOT9ep48htnONydx5sxnPt/vcViWZQkAAAAAAACwAWe8BwAAAAAAAAD4EVYBAAAAAADANgirAAAAAAAAYszhcBj9OvXUU+P9I0eMsAoAAAAAACDJVFVVxXsIESOsAgAAAAAAgG2kxnsAAAAAAAAAvYHD4Yj3EBICzSoAAAAAAIBe7r333tOCBQtUXFysjIwMFRcX6zvf+Y7+/ve/Gx8LzSoAAAAAAAAD7Nqs+s1vfqNf//rXGjhwoE4//XQVFxerqqpKa9as0cqVK3XaaacZHQ9hFQAAAAAAQC/14osv6te//rVOPvlkvfTSS8rJyWlzvdvtNj4mh2VZlvGtAgAAAAAA9CIOh0MpKSnGtjdt2jStXr2609v4fD6NHj1aFRUV2rFjhwoKCgyNrnM0qwAAAAAAAHqhDz/8UNu3b9cPfvAD5efn6/XXX9dXX32lzMxMzZ49W8ccc0xcxkVYBQAAAAAAkGQOHDigmTNnBv592WWX6bLLLmtzm08//VSSNGjQIE2fPl3r1q1rc/28efP0l7/8xXjjirAKAAAAAADAAJMLrBcUFHQ5DbCyslKS9NBDD2nEiBH697//rZKSEu3cuVPXX3+93njjDZ177rlauXKlgRF/w2l0awAAAAAAALAFr9crSbIsS3/5y1900kknKTs7W0cddZRefvllHXHEEXrnnXf00UcfGR0XYRUAAAAAAECMORwOo1/hyM/PlySNHDlSU6dObXNdVlaWTjnlFEnSJ598Et2d0QXCKgAAAAAAgF5o3LhxkqS8vLyQ1/vDrObmZmNjklizCgAAAAAAwAiTa1aFY968eUpNTdWWLVvkcrmUnp7e5vqvvvpKkjR8+HCj46JZBQAAAAAA0AsNHDhQP/zhD1VXV6elS5e2ue5f//qX3njjDeXm5urUU081Oi6HZVmW0S0CAAAAAAD0Mk6nU2lpaca2N3ny5C7PBih9fUbAY489VmVlZTruuOM0e/Zs7dy5Uy+//LIcDoeee+45nXvuuQZG/A2mAQIAAAAAABhgt2mAklRYWKiPP/5Yv/nNb/Tyyy9r1apVysnJ0fe+9z3dfPPNmjNnjvEx0awCAAAAAACIMafTediaULE0adKksJpVdkSzCgAAAAAAwAA7NqvsiAXWAQAAAAAAYBs0qwAAAAAAAAygWRUemlUAAAAAAACwDcIqAAAAAAAA2AbTAAEAAAAAAGLM4XAwDTBMNKsAAAAAAABgGzSrAAAAAAAADKBZFR6aVQAAAAAAALANwioAAAAAAADYBtMAAQAAAAAADGAaYHhoVgEAAAAAAMA2aFYBAAAAAAAYQLMqPDSrAAAAAAAAYBs0qwAAAAAAAAygWRUemlUAAAAAAACwDcIqAAAAAAAA2AbTAAEAAAAAAGLM4XAwDTBMNKsAAAAAAABgGzSrAAAAAAAADKBZFR7CKgAAElBPDnQef/xxXXzxxdEbjI2tWrVKK1asUFFRkRYuXBjTba1bt04fffSRPv/8c33++ef68ssv1draqtzcXNXW1nZ636qqKj377LP67LPP9OWXX6qyslJVVVXKyMjQ0KFDNW/ePF1xxRWaMmVKTH8GAAAAOyCsAgAgAQ0aNCjk5YcOHVJjY2Ont8nKyorZuOxm1apVuv322zV16tSYh1UXXnih1q5dG9F9v/jiC11zzTWBf6ekpKhfv36qra3Vhg0btGHDBj388MO66667dNNNN0VryAAAwDCaVeEhrAIAIAGVl5eHvPy2227T7bff3ultEBtpaWmaPHmypk+frunTp6u0tFQPPfRQWPcdNGiQFi9erLlz52rGjBkqLCyU0+mU2+3WqlWrdPPNN+uDDz7Q4sWLNXXqVJ166qkx/mkAAADih7AKAAAgClatWqWUlJTAv++7776w7zt58mT99re/PezytLQ0HXfccVqxYoVGjhypAwcO6LHHHiOsAgAASY2zAQIA0Et5vV6tXLlS119/vWbPnq3BgwcrPT1dAwcO1EknnaTHH39cXq835H2/+OKLwOmX/VPVLr74Yg0dOlTp6emaNm1am9v7fD49+OCDmjVrlrKzs5Wfn69jjz1WTz/9tCTprLPOksPhaDMVrr0NGzZo4cKFGjt2rPr27au+fftq0qRJuvHGGw9rkdXW1srhcOjaa6+VJK1duzYwXv9Xd8KkcAQHVdGWnZ2tSZMmSZL27NkTs+0AAIDYan88EsuvREazCgCAXmrdunWaP39+4N9paWnKzMxUdXW13nrrLb311lt64YUX9NprryktLa3Dx/nnP/+piy++WM3NzcrOzj7sti6XS2effbb+/ve/S5KcTqfS09O1atUqffjhh/roo4+6HOu9996rG2+8UT6fT5KUmZkpy7K0fv16rV+/Xn/605/06quv6thjjw1sY9CgQWpqalJDQ4NSU1M1YMCANo/Zt2/fwPe1tbXKz8+XJC1atCjqQVZP1dXV6csvv5QkjRo1Ks6jAQAAiC2aVQAA9FLp6ek699xz9corr2j//v1qbW1VfX29amtr9dBDD2ngwIFasWJFyOlpwS699FLNmTNHa9euVUNDgxobG/XCCy8Erl+yZEkgqFqyZImqq6tVU1Ojqqoq/epXv9KDDz6od999t8PHf/LJJ3XDDTcoIyNDt956q/bs2aPm5mY1NTXpyy+/1Pe+9z1VV1fr7LPPVlVVlSSpX79+Ki8v19KlSyVJRx11lMrLy9t8/fznP+/pLowpn8+niooK/e1vf9PJJ5+s6upqOZ3OTttnAADA3mhWhYewCgCAXmrixIl64YUXdOaZZ6qoqChwUJObm6vLL79czz//vCRp+fLlsiyrw8c58sgj9Y9//ENTpkwJXDZ27FhJUnV1daCldP311+v2229XXl6eJCk/P1933nmnFi1apIMHD4Z87EOHDgWm8j3zzDO67bbbNGTIEElft6cmT56s1157TSeccIIOHDig5cuX92SX2MKPfvQjORwOpaSkqKioSGeccYZWr16toqIivfrqq5o5c2a8hwgAABBThFUAACCkk046SRkZGTpw4IA2bdrU4e2uu+46ZWRkhLzutddeU2trq1JTU3XTTTeFvM2vfvWrDtd7+utf/6qDBw9qzJgxOuecc0Lexul06oILLpAkvfHGG539SB3Ky8uTZVmyLCvuUwDz8vI0aNAg9e/fP3BZcXGxfv/737OwOgAACcxkq4pmFQAASFhNTU36wx/+oJNOOklFRUXKyMgIHOA4nU61trZK6nxRb/86UaF8/vnnkr5ucRUUFIS8TWFhoSZOnBjyuvfff1+StGvXLhUVFXX4dcMNN0iSdu7c2fUPbXMPPfSQysvLVV1drYaGBv3tb39TQUGBzj//fJ188skdttAAAACSBQusAwDQS+3evVsnnniiysrKApdlZWWpoKBATufXn2dVVlbKsiw1NjZ2+DiFhYUdXnfgwAFJ0uDBgzsdy5AhQ7Ru3brDLt+3b58kqbW1VRUVFZ0+hvR1+JZMsrOz9b3vfU8nnHCCZs6cqXfeeUf/+Z//qUcffTTeQwMAAIgZmlUAAPRSCxcuVFlZmYqLi/Xss8+qsrJSTU1NqqysDCxC7j9jXmdrVnU0hS/4fl1V0Tt6fK/XK+nrdZz80/Q6+6qtre10O4mqb9++uuyyyyR9veC8y+WK84gAAEAkmAYYHppVAAD0QrW1tVqxYoUk6U9/+lPItZAaGxt16NChHm3H37ryN6Q60tH1RUVFkhSyddXb+BeW93g82rFjR2ARewAAgGRDswoAgF5o37598vl8kqSjjz465G3+/e9/93g706dPlyStX79eVVVVIW9TWVmp0tLSkNf518Nav369vvrqq25v3z+dsbNmWKLYtm1b4PucnJw4jgQAAESKZlV4CKsAAOiFcnNzA9+vXbv2sOtbWlp066239ng7Z5xxhjIyMuTxeHTPPfeEvM3dd98tj8cT8rrzzjtPeXl5kqQrr7yyy+lv7Rcf79evnyTZfnpgRz+/38GDB/XQQw9JksaOHavi4mITwwIAAIgLwioAAHqhIUOGaNKkSZKkX/ziF/rwww8D7aPPPvtMJ598srZu3ar09PQebWfgwIG6+uqrJUm/+93vdPvtt6uurk7S1wHSkiVL9D//8z/Kz88Pef/c3Fzdd999kqR3331Xxx9/vN5+++1AuGNZlsrKyrR8+XJNmzZNzz77bJv7+3/GXbt26Y033uhwnLW1tYFPIa+55pqIftaWlhZVVVUFvvyL0luW1ebyqqqqw5pep556qm655RZ99tlnbQK5hoYG/eUvf9ExxxwTONPhHXfcEdH4AAAAEgVrVgEA0EstX75cp5xyirZu3apjjz1WmZmZSk1N1aFDh5SRkaE///nPuvjii3u8mPcdd9yhL7/8Um+88YZuu+02LV26VHl5eaqtrZXP59NVV12lnTt36rXXXlNmZuZh97/ooovU3NysRYsWadWqVTrxxBOVlpamfv36qaGhoc342lfeZ86cqRkzZuizzz7Tqaeeqtzc3EBTa8mSJfrZz37Wo58t2EMPPaRrr732sMvr6+tVUFDQ5rKDBw8GxiFJVVVVuvPOO3XnnXfK6XQqNzdXlmWprq4uEGxlZWXp3nvv1XnnnRe1MQMAALMSfXqeKTSrAADopY4//nh99NFHOuuss9S/f395vV7l5eXpggsu0CeffKKzzjorKtvJyMjQ66+/ruXLl2v69OnKzMyU1+vVMccco2effVb3339/YJpecIATbOHChdqyZYtuvPFGHX300erTp49qa2vVp08fzZgxQ9dee63eeecdXXHFFYfd9x//+Id+8YtfaNSoUWppadHOnTu1c+dO1dfXR+Xni4YHH3xQS5Ys0fz58zVs2DC5XC41NjZq4MCBmjt3rm699VZt3Lgx5M8HAACQbBxWMqw4CgAAEpbb7VZhYaFqa2v12muv6Ywzzoj3kAAAAKIuLS1NAwcONLa9IUOGaPXq1ca2F000qwAAQFw9+OCDgZbUvHnz4j0cAAAAxBlhFQAAiLmzzz5br732mmpqagKX7d27V7feequuv/56SV9P9Qs+SyEAAEAy8Z/MxdRXImMaIAAAiLngA6a+ffsqJSWlzZpRp5xyil555ZWQC6wDAAAkg/T0dKPTAAcPHpyw0wA5GyAAAIi5P/7xj/rXv/6ltWvXqrKyUk1NTRo0aJCmT5+un/zkJzr//PPldFL4BgAAAM0qAAAAAACAmEtPT1dBQYGx7RUXFydss4qPMAEAAAAAAGAbTAMEAAAAAAAwINEXPjeFZhUAAAAAAABsg2YVAAAAAACAATSrwkOzCgAAAAAAALZBWAUAAAAAAADbYBogAAAAAACAAUwDDA/NKgAAAAAAANgGzSoAAAAAAIAYczgcNKvCRLMKAAAAAAAAtkGzCgAAAAAAwACaVeGhWQUAAAAAAADbIKwCAAAAAACAbTANEAAAAAAAwACmAYaHZhUAAAAAAABsg2YVAAAAAACAATSrwkOzCgAAAAAAALZBWAUAAAAAAADbYBogAAAAAACAAUwDDA/NKgAAAAAAANgGzSoAAAAAAIAYczgcNKvCRLMKAAAAAAAAtkGzCgAAAAAAwACaVeGhWQUAAAAAAADbIKwCAAAAAACAbTANEAAAAAAAwACmAYaHZhUAAAAAAABsg2YVAAAAAACAATSrwkOzCgAAAAAAALZBswoAAAAAAMAAmlXhoVkFAAAAAAAA2yCsAgAAAAAAgG0wDRAAAAAAACDGHA4H0wDDRLMKAAAAAAAAtkGzCgAAAAAAwACaVeGhWQUAAAAAAADboFkFAAAAAABgAM2q8NCsAgAAAAAAgG0QVgEAAAAAAMA2mAYIAAAAAABgANMAw0OzCgAAAAAAoJcaPny4HA5HyK+ioqK4jIlmFQAAAAAAgAF2bVbl5ubqmmuuOezy7OzsOIyGsAoAAAAAAKBXy8vL02233RbvYQQwDRAAAAAAAAC2QbMKAAAAAAAgxvzrQNlRa2urnnnmGe3atUt9+/bVlClTNG/ePKWkpMRlPIRVAAAAAAAAvVh5ebkuvPDCNpeNGDFCjz/+uI4//njj42EaIAAAAAAAgAEdnXUvFl8HDhzQzJkzA18PP/xwyDFdcsklevPNN1VeXq7GxkatW7dOl19+uXbs2KHvfve7Wrt2reG9JDksy7KMbxUAAAAAAKAX6dOnj8aMGWNse2lpaVq9enXE97/hhht077336qyzztLLL78cxZF1jWYVAAAAAACAASabVT21cOFCSdK7777b48fqLsIqAAAAAAAAtFFYWChJamxsNL5twioAAAAAAAC08dFHH0mSRo4caXzbnA0QAAAAAADAgGhMz4um9evXq7i4WP37929z+c6dO/XLX/5SknTBBRcYHxdhFQAAAAAAQC/04osvatmyZZo/f75GjBihnJwcbd26Va+//rpaWlp02mmn6YYbbjA+LsIqAAAAAAAAA+zWrJo/f742bdqkNWvW6KOPPlJjY6Py8vI0d+5cXXjhhbrwwgvjMmaHZVmW8a0CAAAAAAD0In369NH48eONbc/pdGr16tXGthdNNKsAAAAAAABizOFw2K5ZZVecDRAAAAAAAAC2QVgFAAAAAAAA22AaIAAAAAAAgAFMAwwPzSoAAAAAAADYBs0qAAAAAAAAA0w2qyzLMrataKNZBQAAAAAAANugWQUAAAAAAGAAzarw0KwCAAAAAACAbRBWAQAAAAAAwDaYBggAAAAAAGCAyWmAiYxmFQAAAAAAAGyDZhUAAAAAAECMORwOmlVholkFAAAAAAAA26BZBQAAAAAAYADNqvDQrAIAAAAAAIBtEFYBAAAAAADANpgGCAAAAAAAYADTAMNDswoAAAAAAAC2QbMKAAAAAADAAJpV4aFZBQAAAAAAANsgrAIAAAAAAIBtMA0QAAAAAADAAKYBhodmFQAAAAAAAGyDZhUAAAAAAECMORwOmlVholkFAAAAAAAA26BZBQAAAAAAYADNqvDQrAIAAAAAAIBtEFYBAAAAAADANpgGCAAAAAAAYADTAMNDswoAAAAAAAC2QbMKAAAAAADAAJpV4aFZBQAAAAAAANugWQUAAAAAAGAAzarw0KwCAAAAAACAbRBWAQAAAAAAwDaYBggAAAAAABBjDoeDaYBholkFAAAAAAAA26BZBQAAAAAAYADNqvDQrAIAAAAAAIBt0KwCAAAAAAAwgGZVeGhWAQAAAAAAwDYIqwAAAAAAAGAbTAMEAAAAAAAwgGmA4aFZBQAAAAAAANugWQUAAAAAAGAAzarw0KwCAAAAAACAbRBWAQAAAAAAwDaYBggAAAAAABBjDoeDaYBholkFAAAAAAAA26BZBQAAAAAAYADNqvDQrAIAAAAAAIBt0KwCAAAAAAAwgGZVeGhWAQAAAAAAwDYIqwAAAAAAAGAbTAMEAAAAAAAwgGmA4aFZBQAAAAAAANugWQUAAAAAAGAAzarw0KwCAAAAAACAbdCsAgAAAAAAiDGHw0GzKkw0qwAAAAAAAGAbhFUAAAAAAACwDaYBAgAAAAAAGMA0wPDQrAIAAAAAAIBt0KwCAAAAAAAwgGZVeGhWAQAAAAAAwDZoVgEAAAAAABhAsyo8NKsAAAAAAABgG4RVAAAAAAAAsA2mAQIAAAAAABjANMDw0KwCAAAAAACAbdCsAgAAAAAAiDGHw0GzKkw0qwAAAAAAAGAbhFUAAAAAAACwDaYBAgAAAAAAGMA0wPDQrAIAAAAAAIBt0KwCAAAAAAAwgGZVeGhWAQAAAAAAwDZoVgEAAAAAABhAsyo8NKsAAAAAAABgG4RVAAAAAAAAsA2mAQIAAAAAAMSYw+FgGmCYaFYBAAAAAADANmhWAQAAAAAAGECzKjw0qwAAAAAAACBJevrppwNTFh999NG4jIFmFQAAAAAAgAF2b1bt3r1bV111lbKzs3Xo0KG4jYNmFQAAAAAAQC9nWZYuueQSDRgwQAsXLozrWAirAAAAAAAAern7779fb731lh5//HH17ds3rmMhrAIAAAAAADDAvxaUia/uKC0t1eLFi7Vo0SLNmzcvRj99+AirAAAAAAAAeimPx6MLL7xQQ4cO1V133RXv4UhigXUAAAAAAAAjTC6wfuDAAc2cOTPw78suu0yXXXbZYbdbunSp1qxZo/fff19ZWVnGxtcZwioAAAAAAIAkU1BQoNWrV3d6m08++UR33XWXrr/+eh1zzDGGRtY1wioAAAAAAIAYi2QtqVjyT/8bO3as7rjjjngPpw2HZVlWvAcBAAAAAACQzAYMGKBTTjnF2PY2b97cabOqtrZW+fn5YT3WokWLdN9990VraF2iWQUAAAAAANDLZGRk6NJLLw153eeff641a9Zo7ty5GjdunPEpgoRVAAAAAAAABthpGmBWVpYeffTRkNfddtttWrNmjS666CL9x3/8h+GRSU7jWwQAAAAAAAA6QLMKAAAAAADAADs1q+yMBdYBIEosy5Lb7VZzc/NhZ/oI9W//fy3LkmVZSklJCXmGkFD36+q6zm4HAAAAwLwBAwbou9/9rrHtbdy4sdMF1u2MZhUA9JBlWfJ6vfJ4PPJ4PHK5XEpJSZEkOZ3Ow4Ki9p8RVFdXq6GhQcOHDw9cF3wfy7J6FDYF37/9f0Nd1tF14YRvof4dye0AAAAA9F6EVQDQA5ZlyeVyyefzqaGhQRs2bAiELj6fr00w1T6k8reqfD6fvF6v6urq5HQ6AwFX8H97cpk/WAp1u/Zf7X+2zn5u/8/Q0/3XUYDV1eUdhWvRDtVoqQEAACBaOJYMD2EVAETAsiw1NzerpaVF6enp2rp1q+rq6jRx4kRlZGTI6Qz//BUHDx5URUWFRo0aFQiv/P8N/r6z63w+nzweT9i3D3WZdHijyy9U4BVJaNbV7Tu6jxS6pdZ+nB1d53A4VFVVpdbWVg0ZMiTs302oxwuniRa8z9pf11Wg1tVjhnO7UP8GAAAAEgVhFQB0k8/nk9vtVlVVlcrLy9XY2KghQ4Zo3LhxgXWrusM/ZTAtLS0Ww40K/7pa3Qm/Ql3XPlDrbrjmH4t0eBjjD5I6CsZaW1vl9XrV0tIScbgmqcsGWzRaakz9BAAASE4c/4SHsAoAwmRZVpt1qXbt2qWmpibNnj1bWVlZgdt0l9PpDAQxdhXcerKzzoKv6upqNTU1adCgQSGbadFqqYXzNxC8P6PZTPN/L6nLwK0nLbWubNmyRWPGjOnwcaI19bOjVlpPgzNaagAAAPFFWAUAYfD5fIG1qSoqKrR9+3YNGjRIffr0CQRVUmRvahMhrEoUDocj0FRrr7m5WW63W7m5uYZH1VaollokrTWPx9Ptllv7yzpqgPkvj3TaZ3V1tbKzs8NaR627LbXgcXZ2uf9+plpq/u+Z+gkAADrS0bENDkdYBQCdCG5TtbS0qLS0VBkZGZo9e7aam5u1a9euHm8jJSWFsMoAp9MZUfMt2pKhpRZOCOZwOAIttUjXYot3Sy34sTsL3GLZUuuM1+tVRUWFBg8e3GZ/dPZ9V8EbUz8BAIAdEFYBQAiWZcnr9Qamg+3atUv79+/XuHHjNGDAAEkKrIHUUzSrzHA4HLYIqxJFZy21ruzatatHC9mHy99Si3Q9tZ601IKvC0e0wrPgy3w+n8rLy9WvX79OQ7tIWmrB10UrYOqqpdb+8nBaap3dtrPH787tAACAeYRVANCOZVmBKX8NDQ0qLS1V//79VVJS0ubNe7QaUYRVZhBWJZ/gkCLSYM2E4ECtp9M/gy9zu91yuVwqLy/vcUvNsqy4ne0zuGlo56mfNTU1ysvLa/O3FunUz0indxKqAUDi47k7PIRVAPD/+dtUbrdbXq9X27Zt08GDB3XUUUcpJyfnsNs7nc6oNKv8DQnEFmEV4iVWUz9bW1vV0tKicePG9fixetpS8/831LTP7jxWuFM/e9JICyd4C3XZtm3bNGXKlMAYQu3DzvZvR/frKbtN/SRQAwBEA2EVAOjrBdTdbrd8Pp9qamq0efNmDR48WCUlJR0eaEezWUWIEns02ICOJWJLracnGOhu062pqUnr1q0Lq6UWi2mfHZ31M1otteDrTE397Cwoa2lpUVZWFlM/ASQdnm/CQ1gFoFcLXkDd7XZr8+bNcrlcOvroo9uc5S+UaDWrYAbNKiSbnk53S0SxaqmF45NPPtHMmTPDum00wjN/Uy3SqaOxbKl15/adTf/sKFDz+Xz64osvNGPGjJD71j/24MtiMfUzeD+Fc120W2pdXQcAyYywCkCv5fP5AmtTVVRUaPv27Ro5cqSKiorCOiDsKPzgYNKeCKsAmOJwRH6CAlNCtdQiaaF5vd4etdY6GltTU5M+//xzSYrptM/gllpH18WzpRYqiGPqJ0zbvXu3fvrTn6q8vFxOp1OXXXaZFi1apJqaGv3whz/Ujh07NHz4cL3wwgvKz8+P93Btj/9HwkNYBaDXCW5TtbS0qLS0VOnp6Zo1a5bS09PDfpyOXmh6Y9shERBWIdnwXGNWsu3reLbUuuJ2u/XVV1/p6KOPjjhQC9VSi3RKaCQttWi21nrSUpPCC9W++uorTZw4MfB4kerJ1M9wW2qdPWZX2+voduhcamqq7r33Xk2fPl0NDQ2aMWOGvv3tb+uJJ57QSSedpMWLF2vZsmVatmyZ7r777ngPF0mCsApAr+H/BNg/rWL37t3at2+fxo0bpwEDBkR9WxwE2YvDwUL2AJAIfD5fm1ZTorTUenrWz0gCta5aau11FIjV19dr69atSklJidm0z+Dfaah92Nn+bX8/pn6aVVxcrOLiYklSTk6OJkyYoL179+rVV1/VypUrJUkXXXT/koR0AAAgAElEQVSRTjjhBMIqRA1hFYBewbKswJS/Q4cOqbS0VPn5+SopKYnqQbD/QIUGj/2wkD2SDaE4klVwWJUIgkMKOwdrnQVoDQ0NGjJkSFgBmX/qZ6RTSLsSHHpFex219k20zq7raB92tn/94++K1+vVzp07NXLkyJCP01GA9dxzz2nMmDE6+eSTu9xGrOzYsUNr1qxRSUmJKioqAiFWcXGxKisr4zauRMJrd3gIqwAkNX+byu12y+v1avv27aqpqdHEiRPVr1+/eA+vDd54xhYhIgAkhkQLqxJFZy21lJQUWxwXtW+pRdo066ql1tV14Rwv9CQ083q9qqmpUXZ2doe337Bhg9LT05Wenq6MjAxlZGRo/fr1KigoUGtrq9LT040fNx46dEgLFizQfffdZ4u/FyQ3wioAScvn88ntdsvn8+ngwYPatGmTBg8erJKSEtuFQk6nUz6fz9afyCY6wioASAyEVb1XIrXUehKoeTweOZ3OwNIUoU5c8MADD8jtdsvlcsntdsvtdqumpkYffPCB7r33XrlcrsPGJH3T2rEsS2+99Zby8vKi8jO73W4tWLBAP/nJT3TOOedIkgYNGqT9+/eruLhY+/fvV2FhYVS2lcw6a+6hLcIqAEkneAF1t9utzZs3y+Vy6eijj1ZWVlZUt+VfB6mnB9WEVbFHWIVkQxsTycrr9fJ6aBCvjd3X0xMU1NXVyeVy6cgjj+zwNs8888xhl11yySW6/fbbddRRR3W5jWj+Xi3L0qWXXqoJEybouuuuC1z+/e9/X08++aQWL16sJ598UmeeeWbUtgkQVgFIKj6fL7A2VWVlpbZt26YRI0aouLg4Jm/q/CFT8MFKJKGI/3EQOyywDgCJgWaVWexv8zwej1JTu/9WvK6uLuymVDSPez/44AM9/fTTmjx5sqZNmyZJuuuuu7R48WKdd955euyxxzR06FC9+OKLUdtmMuODpvAQVgFICsFtqpaWFm3cuFFpaWmaNWuW0tPTY7bdlJSUqAQghFWxxwLrSDY0q5CsCE/MoslmXqRhVX19vfLz82Mwos7NnTu3w2OoN9980/BovpmGyZS65EZYBSChBS+gblmWdu/erX379mncuHEaMGBAzLfvXyQzGo9DWBVbHMwAiBRBt1mEVWYRVpkXaVjV2toa9SUtEhEhVe9AWAUgYfkXUF+/fr3y8vK0Z88e5eXlqaSkxNhBV6iQKZIXT8IqAN1Fs8ocn8/HvjaIsMoswirzPB6PMjIyunUfQvNvrFixQmvXrpXL5VJ+fr6Kioo0YsQIjRkzJiHOUsjrSXgIqwAknOA2ldfrVX19vWpqajR16lTjL1ApKSk0qwAgyVmWRXhikNfrZX8bRFhlnsfjUd++fSO6b28OOlauXKmnn35aw4YNU0NDg2pqavTVV1/pwIED6tevn4477jidffbZGjlyZLyHiiggrAKQUPxtKp/Pp9ra2sDaVCNHjozLJykdhUzdbTwQVgHoLppV5rCvzeLsuGYRVpkXyTRAj8fT639PRxxxhE4//XTNnj1bQ4YMaXNdXV2dHnnkEd133336xS9+ofHjx8dplF3j9SQ8hFUAEkLwAuput1tbtmxRS0uLpk2bpv3798etGk2zKrFQoQcQCaalmeXz+WJ6chS0RVhlXiRhVV1dnXJzc2M0osQwevRojR49OuR1ubm5uuGGGwyPCLFEWAXA9vxT/nw+nyorK7Vt2zaNGDFCxcXFcjgcUQuMIsGaVQDihbaPOexrswgHzSKsMs/r9XY7rKqvr+/1YZX0zfPDBx98oI0bNyonJ0f5+fnKysrSUUcdFZezJSI2CKsA2JZlWYF1qVpbW1VaWqrU1FTNmjWrzSeu8QyrUlJSohIyRetx0DnebAKIBGGVWYRVZhFWmRdJs6q2tlZ5eXkxGlFi8D83PPLII3r//fclSYcOHVJLS4u2bdumBx54QCeeeKLtn0N4PQkPYRUA2/EvoO7xeOTz+bRnzx7t2bNH48aN08CBAw+7fUpKilpbW+Mw0q8bUUwDBA7Hm3sz2MdmcDZAs+z+RjPZeL1epl0aFklAWF9fnxBnuosl/3IOTzzxhBYtWqTzzjsv5O14/ogfy7L073//W//617/07rvvateuXaqqqlJWVpYKCws1bdo0nXjiifr+979/2Lpj7RFWAbCV4AXUGxsbtWHDBuXl5WnOnDkdvqjHM+iJ1rYJqwB0F2uwmcPZAM0irDKLZpV5kXygU1dX1+ubVf6/0yuuuELp6enau3evMjIylJaWppSUFGVnZ8d5hF1zOBxJ+eFHU1OT7r//fv3xj3/Url27AscomZmZKiwsVHNzs7Zt26atW7fqr3/9qxYtWqQzzjhD119/vb71rW+FfEzCKgC24G9T+YOq7du3q6qqShMnTuxyfn68pwG233aka1a53e5oDQuIK4fDQbPKAPaxOexrswhPzGJ/JwbWrPpGTk6OlixZopkzZ+rII49URkaGvF6vrr766l7fPouHxx9/XLfccov279+v8ePH69Zbb9Wxxx6rWbNmtfl9WJalTZs2adWqVXrjjTf06quv6pVXXtEPfvAD/fd//7eGDh3a5nEJqwDEXXCbqra2Vhs3blRxcbFKSkrC+mQ13gusRyNkitZ0QnSNN50AuovnDbNoVplFWGVWpM8ntbW1Ki4ujsGIEod/391999368Y9/rPz8fDU2Nqq5uVm1tbUJ83ecbK8nl156qc466yzdfPPNmjVrVoe3czgcGj9+vMaPH6+LL75Y9fX1evLJJ7Vs2TI98cQTWrJkSZvbE1YBiBvLsuTxeAJfW7ZsUXNzs6ZNm6Y+ffqE/TjxblYxDTCx8KYTQHcRnpjF/jaLsMosr9cb0d93fX29xo0bF4MRJQ7/8dvgwYN10003xXk08Fu9erWmT5/e7fv169dPV111lX7+859rx44dh11PWAUgLvxT/izLUmVlpbZu3arhw4dr4sSJ3Q4S4r1mVaigLJF+ht7E6XSyzo8B/mmAiC2CV3PY12YRVplFWGWW1+vt9pkApa/Dqvz8/BiMKLFYlqXt27frnHPO0fz58zVw4EDl5+cH1riFeZEEVcEyMzM1fvz4wy4nrAJglGVZcrvd8nq9am1t1caNG5WSkqJZs2ZFfCaaeE8DDBUydfeNDWGVGYQoACJBWGUWYZVZhFVmeTyeiMKquro61qzS13+vP/rRj7Rp0yZ9+eWXampqUm1trTIyMvTSSy/Fe3hh4fUkPIRVAIzwL6Du8Xjk8/m0d+9e7d69W2PHjlVBQUGPHjve0wBDLbBOs8qeCKuQTAhQzPH5fOxrgwirzCKsMivSsIpm1de8Xq+mT5+u73znO3I6nerTp48cDodqamriPTREGWEVgJgLXkC9sbFRGzZsUG5urkpKSiJ6sW4v3mEVa1YlDsIqM9jPSDaWZRGeGERYZRb72yyaVT1TW1ur5557Tjk5OYH1bzdv3iyXy6V33nknIf6ee8OHH3v27NHvf/97ffHFF9qzZ0/IE1I5HA5t3bq1w8cgrAIQM8ELqPt8Pm3fvl1VVVWaOHFiVF9s7bhmVSSPQ1gVe4QoSCY0q8xhXyPZ8fdtTqRh1aFDhwir9PWi3Jdeeql8Pp9aWlpUVVUlj8ejSZMmxXto+P9Wrlyp0047TS0tLUpNTdWgQYNC/s13dUxOWAUgJoLbVLW1tdq4caOKiopUUlIS9U874rlodrRCJsIqM9jPZvCmB8kmET6pTyY8hyCZRRpW+Xy+Xj9d07IsZWVl6Vvf+laby0ePHq17771XV111VUI8Vyf7c9yNN94or9erp556Sj/+8Y8j/p0QVgGIquA2ldfr1ebNm9XU1KRp06apT58+8R5e1DENMLHQrDKH/Rx7tH3MYV8DiBaPx6OMjIxu3YfX1G+eh1evXq2nnnpKI0aMUG5urvr166d3331X2dnZqq2tlcPhoIEWZ+vWrdP555+vCy64oEePQ1gFIGq8Xq/cbrcsy9KBAwdUVlam4cOHa+LEiUl7kM80wMRCWAUgEoRVSFa8Jprn8XjUt2/fbt3H/3vqzc9D/udhn8+n1tZWlZWVqb6+Xnv37lVjY6NycnI0bdo0XX755br55ps5cUAc5efnq3///j1+HMIqAD1mWZbcbre8Xq9cLpdKS0vldDo1c+bMbn9ylGjah0yWZWn//v3avn174DKHwyGn0xn48v87+HJJampq0vbt29tc3tPvIzkzYTIjrDKD/Yxkw9kAzeL5wxymuJoXyTTApqambgdcycb/dzp79mzNnj075G38S5BIsm1Q1RuOzU8//XS98847PX4cwioAEbMsS16vV9XV1aqsrFRmZqZ2796tsWPHqqCgIN7DMyJ4vazW1lZt2LBBKSkpmjZtmtLS0mRZlizLks/nk8/n6/B7n8+n6upqZWdnH3Yb/wL14TxO++/DOeDvaTDWURgXzm1Mv1j7P5EDkgFtH3Msy7LtG59kQzBoFu0T8yIJq2pra3v91LZHH31UFRUVWrhwoQYMGHDY9eXl5XI4HCGvg1l33XWX5syZoyuvvFL33HNPxEErYRWAiAQvoN7c3Ky9e/cGFlCPZNHInvKHEPH4dNDfptq2bZvGjBmjgoKCwOlZ/Z+ehDOu1NRU4yGfP9xqH5yFury7twnn+64E779oNM1cLpfq6+sDfyvhNNPQfew3JBuCQXNYRNoswirzvF5vt4+V6+vre31YNXfuXP3973/XHXfcIZ/PpyOOOEL9+/cPBCEff/yxsrOzdcUVV2jIkCFxHm3nkv31ZODAgVqxYoVKSkr01FNPaezYsSH/fh0Oh958880OH4ewCkC3BC+g7vP5tGPHDpWXlys7O1sTJkyI27j80/FMh1Wtra1qbm5WVVWVZs+e3aZNlQgvRA6Hw7YHqf792JMwzOfztWmmuVwu1dbWqqmpqdPQzf/vroRqjoUz7TMa39s9TGMaT+wlyvNMMqDtYw7T0swirDIvkmZVXV1drw+rxo8fr8GDB+vtt9/WZ599prKyMjU0NKi2tlZHHnmkLrnkEh1zzDHxHiYkrV+/XvPnz9fBgwclSWvWrAl5u65eVwmrAIQtuE1VV1en0tJSFRUV6eijj9amTZviOraUlJSIPqmKlGVZKi8v17Zt25SWlqbJkye3ud6/Zg9vbiIXHMZE60Da4/Fo4MCBys/P7/FjBQdpkQZqHo8n4vuGO8XT1JTO4O8JqszgOcYcy7IIUAwhrDKLsMq8SPY5YdXXz8P9+vXTmWeeqTPPPDPew+mRZH/tvu6661RdXa2lS5fqoosu0uDBgyN6niGsAtCl4DaV1+vVli1b1NjYqKlTp6pv375yuVxROSNeT/jDKhOC16aaPXu2Pv300zbXJ/sLUCKL5ppV3ZniGQ/tg7SOpnFG6zbBlzc2NuqLL77oct+YaKB1FroB4SIYNIewyizCKvMieT6pq6tTXl5ejEaUGPz7zOPxBGYGBB+DxGMZEoT20Ucf6ZxzztEtt9zSo8fhNwqgQ/4XALfbLcuydODAAZWVlWnYsGGaMGFCm9aLx+OJ61hNhFXBbaoxY8aosLCwzXW8kbG/3tT6iecUzy+//FJjx45VZmZmh7fpyfTOaDTTutJZeBatBlpnU0Z5PrEXnuPNIawyi7AqMdCs+kZwKGXn5Sx6s/T0dA0fPrzHj0NYBSAky7Lkdrvl9Xrlcrm0ceNGSdLMmTOVkZHR5rZ2CAD8a1bFSvs2VVpaWuC6aE754w1RbPl/V4g//wGmHQ8yu5riGU4DLXi9tEhOWtAVh8MR+JDg4MGDEbfLIgnUemOYxppV5rDAulmEVWZFegxSX1+vwYMHR3k0icV/jPyPf/xDJ554YuBY3Ol0at++fQm1f5L99eSEE07QJ5980uPHIawC0IZlWfJ6vYE21b59+7Rr1y6NHTu2wzPV2eEJN5bNquAz/QW3qdpvO/iT4EhCEX/oZ4f9mawIq8xI9P2cCFM8/c/PHo9HxcXF3W6XBZ94oLv37el6aSamfcZin9v17yHZtH89RWwRVpkV6f6mWfXN+40//OEP+u53v9vmumuvvVbPP/88zx02cc8996ikpETLli3TTTfdFPHrMmEVgIDgBdSbmpq0YcMG5eTkqKSkxPbzwGMRVnXWpgoWrVaX/3F4oY2daK5ZBcRLcJiWmpp6WNs13rqzvll3bxPO910J3n/hNtDq6+slSY2NjT1uqfGBROd4HTTL6/UqPT093sPoNSI9GVB9fX2vXrPKsiz9+c9/1ooVK/Tpp5/qt7/9rbKzs9W/f3+lpaVpw4YNCfW8keyvA7/5zW80adIk/dd//ZceeeQRTZs2LWTY6nA49Nhjj3X4OPZ+9wnAiOAF1H0+n3bs2KEDBw5owoQJCfPCGO2wqqs2VSy2HeupjLDHlNXeINGbVegZO68h4m+GdTcAO3jwYOADi+ApnuGctbN9GNcV0ycbsNt6aYRVZtGsMsvj8UQUVvX2ZpVlWRo9erRGjhypgoIC1dTUaPPmzaqvr9ehQ4d0+eWXx3uICPLEE08Evt++fbu2b98e8naEVQA6Fdymqqur08aNG1VYWKiSkpJuHyzGcwpbtIKecNtUsdi20+mM+1kVkx0hCpIJ04a7LziM6c4b9KqqKhUUFCg7OztWQ5PU9XppsT7xQE+meHZ3qmdHt2lqapLX61VLS0vIII2/+egirDIr0rCqvr5e+fn5MRhR5372s5/pb3/7mwoLC/XVV19JkmpqavTDH/5QO3bs0PDhw/XCCy/EfGxOp1OzZs3S9OnTdfLJJ+vYY4+N6fbQMx2FU91FWAX0UsFtKq/Xqy1btujQoUOaMmWK+vbt2+3H8wc28TrgiUa7qby8XFu3bg2rTdV+2+3DqkgOpmlWxR5hFYBImAoGE2G9tO6ebKD9bbo68UBjY2NgOYLurJfm/x1Fo10WyYkHEnWKJ2GVWT1pVsVjtsPFF1+sX/7yl/rpT38auGzZsmU66aSTtHjxYi1btkzLli3T3XffHfOxWJallJQUHXvssVq3bp1aWlqUlZWl1NRU5eXlqaioKOZjiIbeELoPGzasy9t8/PHHSk9P7/S2hFVAL+M/8PMvoH7gwAGVlZVp2LBhmjBhQsRPnv6wKJ5hldvtjui+kbSpgnXUiOrumxvCqthjzSozCAXNYNFvczgb4NdMTPHcs2ePHA6HhgwZ0u379mSts0imdLb/vivdXS8t2t+H+hsmrDIr0rDK5XIpKysrBiPq3Lx587Rjx442l7366qtauXKlJOmiiy7SCSecYCSscjgc2rNnjx544AFVVFQoNzdXlmWpublZU6ZM0ZVXXknjOIE89dRTev311w/7+wpGWAX0IpZlye12y+v1yuVyaePGjZKkmTNn9niB3liejS/c7be2tnb7fpG2qYJFe4F1xA4hCoBIEAya4/P5uv2hkZ8/TLNj+NLVFM9wwrBwmmmdnbQglObmZjU0NES1XdadaZ92Wi/NhEjCKrsdt1RUVKi4uFiSVFxcrMrKyphv0x+qvv/++1q5cqXuueceeTwetba2qr6+PqJwO56S/W995MiRnV7v8Xi0Z8+eLqePElYBvYBlWfJ6vYE21b59+7Rr164eBTTtxTus6u56Ty6XK3DmkEjaVMFYYD1x0KwCEAk+rTcnnksKxJJdp3h+8cUXmjhxotLS0nrcLmu/Xlp3Hqd9IOP/d/D/d/E68UA0p3h6PJ6IPyDuzc9B/ueEoqIinXPOOTruuOMOuw3P0/bRURu5ubk5EG4OHTpUy5cv7/RxCKuAJBe8gHpTU5NKS0vVt29flZSURFRD7ki8w6rubD8abapgoUIm1qyyJ6eTswGaQIPNDA7MzWEaoDmcDdAsf2PFrmGaX1eBWbjtsp5MB5VCH9/5m5fhNNDq6uqUmZmp5ubmkKHYrl27VFZWpszMTKWnpysjIyPw+9m4cWPgsuD/pqenG/29DRo0SPv371dxcbH2798ftQ++O/Piiy/qqaeeUlpamsrKylRWVqapU6cqNzdXWVlZmjFjRljrJNlFsr+edDa1r6GhQXfccYfuv/9+ZWZmdvo4hFVAkgpeQN3n82nnzp2qqKjQxIkTY7JAYyKEVcFtqlmzZik9PT1q22YaYGIgRAEQCaYBmkNYZVai7G8T66VFyt8MC6eB1tzcrJycHPXp06fNbfxTPPfv36+1a9fK5XIFvpqamlRXV6c77rhDra2tcrlcgf/6vw8+trn44ot11VVXxezn/f73v68nn3xSixcv1pNPPqkzzzwzZtvyGzdunObPn69+/fqpvLxc+/bt0/r169XY2KiysjJdddVVGjZsGGuwJYCcnBzdc889+vDDD3XzzTfr5JNP7vC2hFVAEgpuU9XV1Wnjxo0qLCzUnDlzYnZAYoewqrOgJ9ptqmDdnYLY2eMQVsUWYZUZ7GczaFaZw742J1HCk2TC33bPBK+31VVQsn//fg0YMEDZ2dkhrx86dOhh4c/WrVu1dOlSPfvss9EZcDecf/75WrlypaqqqnTEEUfo9ttv1+LFi3Xeeefpscce09ChQ/Xiiy/GfBxTpkzRlClTtHnzZjU2NionJ0cej0c5OTlKSUlRbm6upK73P+xjzpw5+t///d9Ob0NYBSSR4DaV1+tVWVmZGhoaNHny5A5fFKMl3mFVR4FRrNpUXW2baYD2xJpVACJBWGWO1+slrELSimSB9bq6ukAYY9rzzz8f8vI333zT6Dj8Ifb777+vBx54QKNGjdIRRxyhHTt2aNiwYRoxYoROO+00jR492ui4IsXrydfTAfv379/pbQirgCTgrxf7F1CvqqrSli1bNHToUI0fP97IE2K8w6pQ249lm6r9tl0uV48fh7Aq9lizCsmEAMUc9rU5NKuQzBItrLKb0tJSzZ07V3PnzlVWVpZWrlypsrIy7d69W++9955+97vfJdTaVb1VZWWlXn75ZV1++eWd3o6wCkhwlmXJ7XbL6/XK5XJp48aNsixLM2bM6HLRumiyU1hlok3VftvRWrPK4/FEYUToCNPTzGA/IxkRVpmRrGcDtCOep82LZE0lwqpvfPzxx3rppZc0cOBASdLpp58eWEPr3HPP1b59+zRs2DDbf8Bg57FFw9KlS0NeblmW9u7dq5deekmpqalyOp1tbutwOPTrX/868G/CKiBBWZYlr9erffv2yeVyyeFwaOfOnTFvEXUkJSVFra2txrcbvH2fz2esTRWsoymI3X0holkVe4QoSCZ2PxgHIkGzyhz2tXmRPG/X19fH5ORIicS/z4466ijdcsstWrBggQYMGKCKigrt27dPra2t8vl8KigoaHN7xMdtt90W1u3uuOOONv8mrAKSQPAC6i0tLdqxY4cKCgpUUlLS7WpxtKSmpqqxsTEu25Ykt9utQ4cOqbKy0kibKli0QibCqthjzSozOEgEECkCFHO8Xm/cjhsRvtraWg0ePDjew4grf+Pyhhtu0PLly/XSSy8pPT1dmzZt0sKFC5Wdna0ZM2YEwio7C16QP1m9/fbbUXkcnp2ABBK8gLrP59POnTu1d+9e5eXlaeLEiXEdWzynAfrbVGlpaZoyZYrx7YeaBsgC6/bEmlXmsJ9jj2YVkhFhlTksZm9WpK+LDQ0NvX4aoH/q5KhRo/T73/9eFRUVqq+v15gxYwK3ufPOO+M1PLRz/PHHR+VxCKuABBHcpqqvr1dpaakKCgo0adIk7d+/P97Di0vQ0n5tqtWrVxvdvl9H0wAjeRzCqthiGiAA2BthlTmRrJ+EyEW6v+vq6pSfnx+DESUGr9erCy+8UM8995xOP/10DRo0SEOGDFFhYaHee+895ebmasGCBXyAk4QIqwCbC25Teb1elZWVqaGhQZMnT1Z2drYaGhriurC5X2pqqtHFweOxNlVHorXAerQeBx0jrDKDg0UzODBHsuLv2gymAZoV6f6ur6/v1c0qh8Ohq6++WpI0d+5ceb1eVVVVacOGDaqrq5PX69WCBQsS6nkjkcYajubmZmVlZUX9MXh2AmzKsqxAm8qyLFVVVWnLli068sgjNX78+MCTXGpqqi3CKlPTAP1tKofDYXxtqo5Es1llh99lMiOsMof9DCASPHeY4/F4aLEZ5PF4Igqrenuzyul0as6cOZKkxYsXq7KyUhkZGb06wLObESNG6Oabb9bChQuVkZHRrfuuXbtWS5Ys0cyZM9ssri5JPDsBNmRZltxut1wul1wul9atW6e9e/dqxowZGjp0aJs0PiUlxWijqSMmwqry8nJ9+umnKi4u1tSpU0MGVfE4yGWB9cTBmlVIJjSrAPSEf9FqmBFpWNXbm1V+9fX1euCBB3TllVfqmmuukSR9+OGHeuaZZ+I8su7zL7Ju4suE73znO7ruuutUXFysK664Qm+//baam5s7vP22bdv04IMP6phjjtH06dO1du1azZ8//7Db0awCbMSyLHm93kCbav/+/dq5c6dGjx6tQYMGhbxPb2hWhdum8k+jM33gFa3pewQpscfZAM2gwQYA9hdpeILIRLq/Dx06pH79+sVgRInB/8FMaWmp3nzzTZ1yyin661//KunrMyU+/vjjuuCCC1iDLY6eeuopXX311frVr36lhx9+WA8//LBSUlI0YcIEFRcXKz8/Xy0tLaqurtamTZtUVVUly7I0aNAg3Xnnnbr22mtDNrJ4dgJsIngB9ebmZpWWliorK0uzZ89WWlpah/ezy5vvWIVV/rWpOgvs/PzT6Ey/ULHAeuIgRAHQXTxnIFnx5t4sj8cT0f7u7Q04f1i1e/duHXnkkfrBD36gt956S9LXH9onYussGVvRM2fO1D//+U9t2bJFjz32mN5880198cUXWrduXZvbFRQU6JxzztGCBQu0YMGCTt/nElYBcRa8gLrP59OuXbtUXl6uCRMmhDU/3S5PdtEeRyRrU5laN6u9aP3srFkVe4RVZrCfzWAaoBnsZ3PY12b5fD6aVYPgBQsAACAASURBVAZ5PJ5O35iHwmvpN8fZw4YN0wcffKCrr75aTU1NWrNmjV566SVNmzYtziNEsDFjxmjZsmWSpKamJu3du1fV1dXKyspSYWGhiouLw34snp2AOApuUzU0NGjDhg0qKCjQnDlzevWCl91pUwWLV1jVke4ecNOsij1CFADdRYBijs/nY18b5PF41KdPn3gPo9fweDzdXnza//zTm/+/8P/ss2bNUkZGhh577DHl5OTokUce0bBhw3TddddJUq9un9lVnz59NGbMGI0ZMyai+xNWAXEQ3Kbyer3aunWr6urqNHnyZGVnZ8d7eHHT0zP9RWvtqGjp7hscgpTYs8u0WSAaCFHMIEAxx+fz9eoP60xjGqBZHo9Hffv27dZ9Ghsbu32fZPPee+/pvffeU1FRkQYOHKgZM2Zo69atGjdunCZPnqyWlpZuh4DxxmtKeAirAIP8C6h7PB5ZlqXq6mpt3rxZRx55pMaNGxfxE5f/DXgiH+BVVFSorKys222qYHabRucPn8L9vfLCFXvsYzMIXpFMLMtK6NfXRNLb1+YxjbDKLK/X2+1pl7W1tb16cXVJam5uVk1NjSTp+eefV//+/TVu3DitXr1ar7zyihYuXKgTTzyRD3CSEGEVYIhlWXK73YGz/W3atEkej0czZsxQZmZmjx7bP/3NDgfT3X2h6GmbKpidpgHyYmlPhChIJhyYm8F+NifRP3hLNIRVZkVyNsD6+nrl5eXFaESJYd68eZo8ebKKi4v12WefaebMmTr//PNVXl6upqYmjR8/XlLiHHv39mmd3UFYBcSYv03ldrtlWZbKy8u1Y8cOjRo1SkVFRVHZhj+k6e6ijdHmH0e4L8TRaFO13348p3jxhgYAkg8Bijnsa7MIq8yKJKyqq6vr9c2qzMzMwPuE9PR0HX300TriiCN0xBFHxHlkiDXCKiCGghdQb25uVmlpqbKysjR79uyoBkupqanyeDxRe7xIhRtWuVwulZaWSlKP21Shth8P/sXROeizPwLF2KPBZgYBuRnsZ3MIq8wirDIr0rCqNzer/M+//ucFn8+nUaNGxXlUMIWwCoiB4AXUfT6fdu/erf3792v8+PHq379/1Ldnl+lv4Ywj2m2qYPFcs8rf6go+6OMNOwAkPsIqcwirzCKsMiuS/V1XV6fc3NwYjcj+HA6HTjvtNO3Zs0cjR47U//3f/8myLE2ePFm5ubnq27evzj///IQ7qyWvKeEhrAKiLLhN1dDQoNLSUg0YMEBz5syJ2QFYSkqKrZpVocSqTRXu9mPNH5QFN+Z8Pp88Ho9SUlK6NT+dN0ZIBgS1ZvBcEXucDdAcwhOzON4wr7v7mzWrpCVLlmjv3r2qqanRt7/9be3cufP/sXfm4W2U59q/Jcv7Gjve931fZNlxIFCggYRDIaUtUEoplJSmpeGQlraQNl9LKGXJKS0HCrSH00DoSksXAoXSQig7AdLgRZZted9kW7JlSbZ2aeb7w2emsi3JkqwZjeT3d12+Lkua5fF4NPO+99zP82B4eBgGgwFjY2PYt29f2IlVkc4vf/lLtLS0oKmpyeMycrkcZ8+exQ033OBxGSJWEQhBYq2banh4GDqdDvX19UhOTuZ03xKJRBDOKk/piFy6qVyJioqC3W7nbPveYNIAGWZnZzE4OAiJRAKapjecuDNilslkQldXFytwicVi9sf1tbfP/HlNijwSuICcU/xABEF+IN0A+YM4q/gnHK/XGRkZWFhYCHUYfhPINVuv1yM/P5+DaMKHnTt3hjqEoBOO3zt/+OIXv4ijR496FatOnjyJ73//+0SsIhC4hCmg7nA4QNM0tFotBgYGUFhYiKqqKl4uRkIRq9Y6mxg3FU3TnLmpvO2fT5h9OxwOKBQKUBQFqVTqVQxi3mfELJqm0d3djYqKCjaFkKIoUBTF/g5g1eu1n/v72lcRzVchjIhoBAJ/EFcEP5DjzB9ErCJ44sILL8Trr7+OjIyMUIcSEIE+XDAYDFs6DZBh7fFjXtM0TdyYYYrT6dzw3krEKgJhE9A0Dbvdznb7GxgYgMPhgEwmQ1xcHG9xCDENkHFTBbPr4UaEsmaVWCyGTqdDd3c3SkpKkJ2dzQqYrjCTHnduq/n5eTgcDkRHR7sdrAdrwsRsxxcRDcAqgcudgBZuIprNZsPMzAwR0TiE1GsjRBIkDZA/iFhF8JXy8nI4nU6MjY2FOhSfCDTFdasXWGdYew0O92tyuMcfDJRKJbZt2+Z1GSJWEQgBwLip7HY7aJrG7OwsxsbGUF5ejuzsbN4vQKFMf1sbh9VqRVdXF29uqrX7D4VYRVEUDAYDDAYDmpubERsbC5qmIZFIfDoXHA4H+vv7QdO0106RrmmGrrgTBVyfOPmyjicRjXnf2wCLbxGNWTZQEQ0Am64bbBENAO8uNCKibW3I/517SBogfxCxij/C6YHCRRddtO49nU4XViKOL92y3UGcVQS+uPPOO3HmzBkolUrMz88jPj4excXFuPLKK3Hrrbdu6Grcv3//qtfPPfecWzHZ6XRiYmICb731Fj7xiU943SYRqwgEP6EoChaLBf39/SgtLUVfXx9iY2O9igxcI5FIYLFYQrJvV0wmE9RqNWpra3lzU7nCdOTjk6WlJcjlckgkEhQXFyM2NtYv4WBxcREDAwMoLi5Gbm6u12WFOoAPJxHNarVCJBL5dX66imhMN0+tVst+HiwRjSnIH4grzdukw7XtM9eiGfPaNS4ipnBHOE02wxlyHvMHEav4I1yK2e/Zs8fr5w0NDZDL5TxFEzgOhyMgsUqv12/oPiEQgsFDDz2E1tZWXHLJJcjKyoLRaMTp06dx9OhRPPHEEzh9+jQKCws9rn/ixAn2d5FIhM7OTnR2drpdViQSoaOjAw899JDXmIhYRSD4iGsBdZqmoVarodfrUVNTw05gQ0Wo0wCZ2lQmkwmFhYUhEaoAftMAaZrG+Pg4ZmZmUF9fD4PBgOHhYQwNDW0YIzOht1gssNvtSEtLg1arhU6nczv59/SeP+9zOdES6sRirYim1WoxODiI2tradcKyLyKaVCoFADbFN1ydaAA8il5rl2U+9ySieRLQTCYTRCIRJicnN/w7+BTRiBONEAhErOKPQN0nBP8JF7EKcH9vTk5ORkpKiiAyC3whULGKdAOMTIR4TzEYDG7L2Bw5cgT33Xcf7r//fjz++OMe1x8dHQWw8n0tKyvD17/+dRw6dGjdclFRUdi2bRsSExM3jIncDQgEH6AoCjabDTRNY2lpiS0a3tHRIYgbfSgLi7vWpgIAo9EYkjgA/o6D2WyGXC5HcnIy2traAAAJCQkbOqMYYYM5h7KyspCXl7fOgeNJCHBNPV27rLvl/UlfC7Y45uuyfIhoNE1jZGQEOp0Ora2tiI2Ndbs8c9P0dA6Xl5dDIpHgU5/6lMdt+IIQnGjurlvBFNEmJycRHx+PrKysdZ+7E9G8udCYz4IhovniRGMIVATb7LL+/A+IiMIPpGYVf1AUJYhx1VYgHMSqK664Yp0YlZCQAAAoKSmBXq/nvON2sAhUrLLZbLzWwSVsXTydZ9dccw3uu+8+DA4Oel2/uLiY/f2uu+7CRRddtOq9QCBiFYHgBVc3FUVRGB4ehk6nQ319PXp6egRzk5dIJLw7q9x1+tNoNCHtSsiHWKVSqTA6OoqamhqkpqZu6G5xt/7U1BTq6uqQkpLCaay+4s8k391n/tZ/cv3xhrsi6v6KZk6nE1NTU0hMTERxcTFMJhMsFovbZRlaW1tx9uxZzo53uDjRGPwV0dRqNRYWFtDQ0LCqWL83EY1ZjmsRzV8nmlBFNObcNRqNGBwcZJsyBFtQC1REizRIzSr+IGmA/BEOYhUApKWlYXFxEQDw29/+FgBQXV0Nh8OB9PR0mEymUIbnMw6Hw+/jTVK9I5Nwc3e/8MILAICmpiaf17nrrruCsm8iVhEIbqDplQLqTMqfVquFUqlEfn4+duzYIbgLDN/OKk+d/kLp8GL2z1XNKrvdjt7eXojFYshkMkRFRfklVNlsNigUCsTGxqK9vV1QA0TGcSOkmADvIpovYpjBYMDc3BwyMjIQFxeHxcVFr9tgSElJwVNPPYXa2lqPsX344YdBcZp5Wt+TaCDkdE6apjE8PIylpSW0tbUFrYZfsEQ0T++Fs4g2MDCA/Px8xMbGrjuXvQnL/gpovlxXg5GaKVQRjTjY+IOIVfwhdLHq4MGD7EMnhsceeyyEEW2OQJ1VgDBTxgiRy4MPPojl5WXo9XqcOXMGb7/9NpqamnD48GHeYyFiFYGwBpqmYbPZQFEU7HY7lEolbDYbpFIp4uPj2eWYIsJCGFTx5axy56ZyJdRi1dpBTbCYn5/HwMAAysrKkJWVxaaE+Dp40Gg0GBoaQkVFBTIzM4MeX6QSqIhG0zTGxsawvLyMjo4On+3zt9xyC1588UXMzc1BqVTipptuWvX5zTffjL///e8AVtxXvopma99f60TzZxsbHS9fBC9/nGq+igZOpxNyuRyJiYloaWkJ6sBaCNdYd4RaRDObzTCbzUhISFglDApBRPPmGvMkorlbvr29He+99x6vIpq7z3Q6HYCVune+CmxkchkYQhlXbQWELla5NjJhKCsrW/U6XFxVwIpY5W8JAbvdTmq4RSh83iM0Gg1btgQADhw4gAMHDnhc/sEHH8Tc3Bz7+tJLL8WJEyf8nsO88cYb+NGPfoQPPviAfWC8FpFI5HUOS85+AuH/YNxUTE2gubk5jI6OoqysDDk5OesuKoxAtFawCQV8iESe3FR8x+GNYF/4nU4nlEoljEYjpFIpoqOj/RKqnE4nBgcHYTabIZPJBHGuRDo2mw29vb1ISkpCa2ur35Oeyy+/HFNTUxsuJ0Qnmr8OtLWv7Xa7V9HM03sOhwNmsxkxMTGwWCxYWFhYFRdfopk7F5qQnWibQa/Xo7+/H01NTevqtYRaRAM250RjWmMvLCyAoih0dHSsOqf8FdHWimfuXGWAdxGNqVmp1WqD5kTjw3UWjiKa0+kkYhVPCF2sAoDs7GzMzs66/cxqtQKA29qIQsThcPhUUNoVvV6P1NRUjiIibBUyMzNx5swZn5dnvnNzc3N49913cfjwYUilUvz1r39Fa2urT9t48cUXceWVV8LpdKKoqAjV1dUBCa9ErCIQgFUTNYvFgr6+PsTGxmLHjh0eU1mEJFaJxWKfBseBYLPZ0N/fD4qi3LqpXAm1WBVMDAYD5HI58vPzUVlZ6XdtKoPBAIVCgYKCAlRXVwt+ghAJ6HQ69PX1bcrBxkzAx8bG8OGHH6K9vX3V53v37uW0ntVmYCZ4fE4+tFotBgYG0NbW5nZA7a3m00ZuMk9ONH+ENG8EIpr5k8rp7f3NoNFoMDIygpaWllVuX9e/S4j4IqKVlJSwzomCggIAK3+P6zntr4jGbAMIXESzWq2Ij49Hdna2x2X4FNGYMgW+itGuv29EqEU04qziD6GLVenp6bDb7cjJyYHBYAAAyGQyjIyMAADb2GdpaSlkMfpDIJ0uiVhFCCXZ2dn41Kc+hdbWVlRVVeGGG26AXC73ad2jR48iOjoaL774Ivbs2RNwDESsImxpGFcA8/R0cnISKpUK1dXV7NNdTwhJmOFKCFGr1RgcHPTqpnJFSMckUGh6pXOcRqNBU1MT4uLi/BKqmBQ0jUaDxsZGv5+iEfyHpmlMTExArVZ7nMD7yoMPPoiXX34ZMzMzbj8n/88VmOvl3Nyc1w6LzPdGaJNPT4XRfXWluRMLvG1jrXDgDW+Te5PJBLPZjKysLExPT29aNAumiLYR/p4DsbGxiI2NhcFgCFr9M3dsJKKpVCosLy+jtLSUndgHw4kGbF5E8wUuRTR357un5gLeBDTX/4HJZILRaFx3vnAlovmybKQidLEqKSmJLazuSllZ2ap7dLj8jwKpWWUwGAQhVr388ss4dOgQnE4nbr755pDULoo0wuW8BVa6/NXV1aGzsxPz8/PYvn37huvI5XJce+21mxKqACJWEbYwFEWx1v7l5WUoFAqkp6ejo6PDp5t3KDrw8YU/bipXJBJJWItVJpMJPT09SE9Ph0wmY9/3dZJlNpuhUCiQmpqKtrY2wU3QIxGm8H18fDxkMtmmjvmDDz4IYCU33xO7d+8Om5QDrqAoCn19fQCw6WMeKsJJRGN+xsfHIRaLUV9fDwBuJ/2uqey+iG6u7/sjogXbacb83tzcjPHxcSQnJyM+Ph5RUVGcuya8nQOTk5PQaDSQSqW8T+p9caKtfS8SRLSenh5UV1evEsDXimjeXGNciWie8CR8Bdt15u6zzeJ0OjkVgjfDRoXUmQeoQo3fHYGIVTqdDmlpaRxF5BtOpxMHDx7EK6+8goKCArS3t2Pfvn2oq6sLaVwEflGpVAB8d+8nJSUhPT190/slYhVhy+HqpqIoCiMjI9Bqtaivr19X+8MbkSpW+eumcoUpOh9q/B1M0zSN6elpTExMoLa2FsnJyX6n/c3MzGBsbAw1NTXYtm1boKET/ECv16Ovrw+lpaVe03OCxb59+wAAjY2NnO9LqFitVnR3dyM7OxuFhYVh9WQwHHAnolEUBYVCgejoaLS2tobkmG+UyrlReqavqZyuSCQS9r1du3bhxz/+8bq4XI/XZkQzd+/Nzs5iaWkJtbW1sNvtbC0lZnmhOdH4gksRbXFxkZ3QexPRuGQzTjQhimjeRDCDwYC4uDiYTKagiWhcfTfa29vx4Ycfuv2MSRkWOuHqrPrggw9QUVHBpmhfe+21OHnyJBGrNonQxk/9/f1IS0tbN/ejKArf+973oFarce655/o8x9m9ezfee++9TcdFxCrCloGmaTZ1gymUqlQqkZeXh46ODr8vGkIUqzbzxDNQN5UrQrjwisViv46DzWaDXC5HTEwM6xKhadrnQbHdbkd/fz9EIhHa2trC6ilfuELTNKampjAzM4OmpiYkJCSEOqQtgcFgQG9vL6qqqjZMkyYEB4fDge7ubmRkZKC4uDhkcYhEgXXmDITi4mLWVaNSqZCcnAy9Xo+dO3euW9bXVE5P73tK5dTpdLDZbEhNTcXQ0JDfYoG3Cb2/otlGjQTciQVcwpVgpNfrMTo6CqlU6nfHNEAYTjQu4UJEs1qtSEpKQmJiosfvxkbfsbXb3sih6YuItvZ4MmIN082ssrISAKBUKpGRkQGLxQKDwRASEc0fAkm71Ov1IXdWTU9Po7CwkH1dUFCA999/P4QREbjg5Zdfxre//W187GMfQ3l5OTIyMjA3N4c33ngDIyMjyMnJwf/+7//6vL1jx45hx44d+OEPf4gjR44E/P0jYhVhS0DTK918mBuwUqmE1WqFVCoNuL6N0MQqJgUvkE4Lm3FTCQ2mbpYvg0fm766oqMD27dvhdDr9GtAsLi5iYGAAJSUlYX/cwgWHw8G6TGQymaDrbUQSs7OzGB8fR3NzMxEHecJqtaKrqwtFRUVb5vrimkbe2NiIxsZGTE1NQa/Xu10+2CIaU7MwISEB7e3tAYsQgaRhur4ONJXTHxGNa9HMHxFteXkZfX19aG5uDkioAramE20zIhozLk5LS9tULcZARTTAffMAf9z5er0el1xyCU6dOgWVSuVVUPN2TF0dmlzWPqOolfIjrp9v9N3Q6/XIz8/3+ZhwgbtjF2rhLxIQ2jG8+OKLceDAAbzzzjvo6uqCTqdDYmIiqqqq8IUvfAG33Xab17S+/fv3r3uvvr4ed911F5588km0tLS4FV5FIhGOHz/ucbtErCJENIybihn4qdVqjIyMoKysDDk5OZu6UERFRcFutwcx2s0RFRXlt8U4GG4qoSEWizesw+BwODAwMACr1YrW1lZIJBJQFMUOHDaCoigMDw/DYDCgpaUFcXFxwfwTCB5YWlpCb28vEQd5hKZpDA0NwWg0QiaTBSSGE/zHaDSip6cHVVVVQan5EG5ccMEF0Gq1vO6TOddtNhsaGho2NT7g04nmK8yE3ZPYtVEqJyOiBeJi8+a2oSgKZrMZSUlJUCgUATnSfBUM3H3GNUIV0ZRKJbZt27YupYdPEc3bsTGbzcjMzHRbYJ2BcVrJZDK2M+DaGPwR0by50BgRzV+nmetnVquVHXOvFZhFIhGOHDmChYWFVXE5nU7Ex8fjN7/5DWJjYxETE8M2n3D3+siRI0G/7hQUFGBycpJ9PTU1hby8vKDugxB6GhoaNqwV540TJ054/GxsbAxjY2NuPyNiFWHL4jqwslgs6OvrQ0xMTNBEGYlEArPZHIRIg4O/nfi4dFMFqwBrIGx0HHQ6HRQKBQoLC5Gbm+t3bSqj0Yje3l5kZWWFrH7MVoOpKTY9PU06LPKI3W6HXC5HcnIympubybnOEzqdDv39/WhoaEBSUlKow+Ed1+YWDFw7C2iahlKpBEVRqKuri8hz3fU+JxQRzWq14uzZs5DJZEhKSvJZNPM1nXMzIhoAzkUzb+9ziUqlgtlsRlNTk+DOdV+dVdHR0bDZbABW/k9rz+lARDR3NQM9bcNfaJpGZ2cnamtrPY45X3rppVXvUxSF22+/HVdffTV27twJm80Gq9XK/rh7zYU42t7ejsHBQYyOjiI/Px/PPPMMfvvb3wZ9P4TwZnR0lJPtErGKEHHQ9L8LqNP0Snt1lUqF6urqoNZZEWIaoC/x2O129PX1ceamEovFoCgqZIPhqKgot4Mdxg2l1WrZVAN/hCqmTpJKpUJdXZ1fxfgJgeNwOFbVBBPKJCvSYZw9fBWvJ6wwNzeHsbGxLevY/PrXvw4AGBgYgFQqZZ/GctnUgKZp9Pf3QywWo6amRnCT90jFZrOhs7MTNTU1Ia/J4w53LjR/XGmeOnP64kjzRUQLRAgTiUSwWCyYm5tDeXk55ufn/doGH98NsViMubk5FBcXY3x8HJdffjneeuutVcsUFhYiLi4OMTExWF5eBgAMDg5yWvB7s+mcIyMjyMzM9Nphc62IZjabcerUKdxwww0hrRMpkUjw6KOPYu/evXA6ndi/fz/blZYQGEKooRZsuKqrScQqQkTB5IPTNM3WQEhLS0NHR0fQJ7lCE6t8cVbxUZuKiSOUYtXa47C8vAy5XI7MzEzIZDK/i6JarVYoFArEx8cTwYRHlpeX0dvbi8LCQmI555GFhQUolUo0NDQQUZZHJiYmoNFo0NrauuUbNTCD3o8++gif+cxnoFarOdkPTdNQKBSIiYlBRUVFxE0ehIrD4UBXVxfKysoE2z3XF5dNKPCWyrmRmGa1WqFSqZCfnw+LxeL3NjbCH9HM27I2mw3V1dUe65dNTEygqqqKfZ2RkQGr1Rq0Y+zpbwuUhYUFLC8v++XGp2kad9xxB+644w58/OMfD3jfweKyyy7DZZddFuowCFsQIlYRIgJXNxVFURgZGYFWq0VdXR1SUlI42SdTI0ooeBPPuHZTueJvOmKwYWpWAWCddVNTU6ivr0diYqLfaX8ajQZDQ0OorKzE9u3buQyd4IJKpcLExMSWTYUKBTRNs4KJTCaLiBp24QBTK8lisUAqlQpucswXv/vd75Ceno6amhp0dnaisbERf/nLXzjbH0VR6O3tRUJCAsrKyohQxRNOpxNdXV0oLCxEZmZmqMMJOwIV0RwOB/71r3+hpaWF7a4XTLzVavIlPdM1ldMfsT4pKYkVqhITE3Hq1KlVn3vqPhhoeqY/y4pEIlitViiVSr/LRjz//PNQq9U4ePCgz+sQwgtyz/ENIlYRwhqm+CCT8sd0Z8vLy0NHRwenFwKm+55Q8CQS8d3pL9RiFbN/i8WC3t5e1g3FWKx9HeA5nU4MDAzAZrORiTuPOJ1OtgBpW1sbKejNE06nE319fRCLxWhtbd2yggnfMIJJXFzcpot6RyLf//730dvbCwB4++23cd555wVluxRFsfXYSktLg7JNwsZQFIWenh5kZ2eTJhk8QtM0enp6UFJSwolQBQS3qcA777yzrutsfX095HL5umUpikJBQQH7+r777sPzzz/Pvva1/pkngc1dPTRftwEAJpMJMTEx+Oijj9YdL7FYjBdeeAHvvPMOYmJi2B+RSISPPvoIn/zkJ/H//t//W1dEfW1h9dbWVhQVFW36uBMIwaSsrGzDZcRiMVJSUlBbW4tPf/rT+MxnPrNuGTILIIQtTNtd5maiVCphsVjQ0tLCS2t1oaUBrhXPGDeV0+lEW1tbwO2g/UUIYpVWq8Xg4CCqqqqwbds2v91Uer0efX19KCgoQH5+PplA8oTRaIRcLkd+fj457jxisVjQ09ODnJwcFBYWhjqcLYPdbkd3dzcyMzPJRAPAl770JQBAX18fWlpa4HQ6UVZWhoyMDPT29uLcc88Nyn4oikJ3dze2bdvGWY0NwnqYlMu0tLRV4gKBe5RKJVJTU8Oi/uDMzAwAoL+/H3FxcRgZGXG7XE1NjcfPXAllZ86RkRFQFIWKiop1nzHiVmVlJW6++WZYLBZYrVYYjUbcd999uPPOO9HU1OSxoLrRaGR/LywsJPeQMCTSx7jM/FylUgFYmadmZGRgYWGBnT/n5eVBrVajs7MTzzzzDC677DI899xzq76vRKwihB2Mm4opXKlWqzEyMoLS0lLk5uby9uUPtSizlqioKNjtdgD8u6nWxhGq4+JwODA7OwuRSASZTIaoqCi/i6iPjY1hfn6edJ3jmdnZWYyNjaG+vp7USeIRvV4PhUKB6upqpKenhzqcLYPFYkFXVxdKSkrCYgLJByaTCcD6Iq2pqalBE6qYFLTMzEwizPIITdMYGBhAbGwsSkpKQh3OlmJqago2m21Vjadw4IILLsD777/vdZmamho4HA7o9XoAwO7du/kIzScWFxeh1WrR2trq9nPGvZyWlraqwcC9996LnTt34rbbbuMlTgKBK7q7u3HJJZegvLwc999/P3bu3Mk24Xrvvffw3e9+F1arFa+88gpmZ2fx9a9/HS+99BIefvhh3H777ex2iFhFCCsoioLdnSlIEwAAIABJREFUbgdFUbBarejr64NEIuG8DpM7hKaIR0VFwWg0oru7m3c31do4QiFWabVa9PX1ISUlBTExMbBarYiKivK5JbTZbEZvby/S0tIgk8lIGhRPUBS1Kt1yqxeW5hOVSoXJyUm0tLQgPj4+1OFsGZaXl9HT04Pa2lpBdkGLVJxOJzo7O5GTk4P8/PxQh7OlGB4eBk3Tbh0mBO7QarWYmZnxu16SEIiKivJ5XM/8bTt37sTp06e5DMsnbDYb+vv7/a5B+Pbbb+Ptt9/Gq6++ymF0BAI/HDlyBHq9Hu+8886qkh5isRi7du3CK6+8gqamJhw5cgSPPPIInn32WdTU1OA3v/kNEasI4YdrAXWapjE1NYWpqSlUV1eTotf/x/LyMqamplBbW4vc3NyQxcG3WEVRFAYHB2EwGCCVSmGxWDAxMcHar33pZmO322Gz2RAXF4fFxUV89NFHHotmblRUM9CinVsRk8kEuVyOnJwc0jKeI9LT06HVale9R9M0BgcHYTabIZPJSF0wHtFqtVAqlWhqaiLOTR5xOBzo7OxEfn5+SO+PW5Hx8XGYzWZSk41njEYjlEolpFJpWHUwLi8vX5Xed+jQIdxxxx0el09LS8M555yD06dP44c//CEuvvhiPsL0CE3T6O3tRUVFBeLi4nxeb2FhAd/61rfw/PPPk4d2W4RIvx7+5S9/wXXXXedxjBkTE4MrrrgCv/vd7/DII48gISEBu3fvxh//+MdVy5ERKkHwUBSFmZkZ0DSNuLg4tubBzp07w+oGzBVMbSqz2YzMzMyQD8T5FKuWlpZYsUMqlYKmacTExKCxsdGn9ZljFxUVherqakRFRfncwcbXQpy+rOcNV4ErEIFMqAIak75bW1vLWcFXwgqugpXdbkdPTw9SU1PR1NQU8YMlIZCYmAij0YjZ2VlMTExAKpWyrlfmMwJ32O12dHZ2oqioiKRc8sz09DS0Wi2am5vJtYZHmOt8fX19SBz2m+WSSy7B6OgoduzYAYlEwjohCwoK2FQ/puZNWloaoqKigpYqvFnGx8eRmJjoV6dLiqJw66234nvf+x5JkyVEDAsLC7DZbF6XsdvtWFhYYF/n5OSsqwdNxCqCYHF1U5nNZszOzsLpdKKurg4pKSmhDg/AipBAUVTIUsaY2lRlZWVISkrC6OhoSOJwhQ+xiqZpjI+PY2ZmBvX19UhISPC7iLpWq8XAwADKyspWTWBCVYjTE57ELl9EsFAKaN7eV6vVsNvtKC4uht1uh1arFYSAFmmsrd9hNBrR09ODsrIyZGVlhSiqrYOrc2p8fBwLCwtobW0lTjYesdls6OzsRElJCTnneWZubg6zs7NoaWkhafU8wjQQKCsrC8v6j0ztOtdx2Te/+U2f1gGAV199ddVrPtHr9dBoNJDJZH6td/z4cWRnZ+Oqq67iKLIVHnroIfziF7+ASCRCY2MjnnrqKZhMJnz2s5/F2NgYSkpK8Ic//AHbtm0DANx///04fvw4oqKi8Mgjj2Dv3r2cxrfViPQxbVlZGf70pz/hnnvucXstMhgM+NOf/rSqI+/MzMy6+qlkxEQQHEwBdSblT6fTYXR0FPHx8dixY4egBj1MR0C+62W56/RnMpkEUfA9KioKVquVs+2bzWa25XhbWxv7vq/nBUVRGBoawvLyMqRSqV827VAQyk42nghUQLNarZienkZiYiKysrJgMpl8XpemadA07TGmzQhoQnagBQuNRoPh4WFSwD4EVFRUYGlpad2k/ejRo349fSf4h9VqRWdnJ8rLy0m5AJ6Zn5/H+Pg4WltbBXXvinSYQvYZGRlbVpwNlVDFjMubm5v9mqfI5XL86le/wptvvsnpeGJ6ehqPPPIIFAoF4uPjcc011+CZZ56BQqHA7t27cfjwYTzwwAN44IEHcOzYMSgUCjzzzDPo7e2FSqXCxRdfDKVSSb7PBJ85cOAAvvGNb6CjowNHjhzBrl27kJ2djbm5Obz99tu49957oVKp8JOf/ATAyvXr9ddfR0tLy6rtELGKIChomobNZmMdIUqlEhaLBZWVldDpdIISqoDQiFWubqqcnBz25iaU7oQSiYSztBaVSoXR0VHU1NQgNTXVbzfV8vIyFAoFsrOzUVlZGTZCg9AIREDTaDQYHx9HQ0MDJ0Wl+XagMZ+Fi4D2xz/+EV/60pd4F9a3KmlpaWhra8OZM2cAAD/+8Y/x1FNPrVpGqVSioKAAl1xyCV555RXeY6ysrMTg4GBQtiW0dEaLxYLOzk5UVVWRLpc8o9PpMDw8DKlUypmLsKSkBBqNRlDnXChg3JvMcZicnARFUes6ahK4haZpKBQKlJaW+tWsxGQy4ZZbbsFTTz2FhIQEDiNcgclUiY6OhslkQl5eHu6//368/vrrAIAbb7wRF154IY4dO4aTJ0/i2muvRWxsLEpLS1FRUYEPPvgA55xzDudxEiKDQ4cOYWBgAD//+c9xww03rPucpmkcOHAAhw4dArAyv/3c5z6HSy65ZNVyRKwiCALGTWW32wGsnLDDw8MoLS1Fbm4ulpaWMD8/H+Io18OnQOTOTeUKI5yFGqbuUzCx2+3o7e2FWCyGTCZDVFSUX0IVTdOYnJzEzMwM6urqiLOERyiKwvDwMJaXlyGTyTgTSyLJgRaIgOb6/loB7bzzzgMAnD17NigCWqDNBbYKBQUFAICuri4UFRVtWLPBm+DJJSqVKijb2bNnT1C2EyzMZjO6urpQXV3NprMQ+GFpaQn9/f1oaWkhwjjHlJWVISMjAwsLCygpKcGZM2egVqvDsvNfuDM1NYXY2Fi/auLRNI3Dhw9j//79aGpq4jC6FfLz8/Gtb30LRUVFiI+Px549e7Bnzx7Mzc2xtW5zc3OhVqsBrDixdu7cya5fUFCA6elpzuPcKvjzoD2cefzxx3HdddfhxIkT6OzshF6vR0pKCqRSKW644QZ87GMfY5fNzs7G/fffv24bRKwihByKomC329k0of7+fkRFRaG9vZ0d7AhFiFkLX3FpNBoolcp1bipXxGJx0EWiQAi2gDc/P8/WlsrKygJFUX5d5K1WK3p7e5GYmIi2tjZBiRmRjsVigVwuR0ZGBlpaWrbEjdmVUApoFosFn//85/HRRx+x7+3cuTNgAY35PFgCmiubFdA201yAa1JTU6HX670u42tDiGCya9cuAEBLSws6Ozt53z9XmEwmdHd3k8YNIcBoNEIul6O5uZmX9PqcnBzs378fTz75JOf7EhLMwweGjIwMAMDQ0BBaW1sFl4EQ6RgMBszMzPhdp+q5557D/Pw8brnlFo4iW83i4iJOnjyJ0dFRpKWl4eqrr8avf/1rj8u7u2dvtTEcITicd955665b/kDEKkLIcC2gTtM0pqamMDU1herq6nX1JaKjo1nXlZDgWqyy2+3o7++Hw+Fw66ZyRSg3kaioqKAcE6fTCaVSCaPRyBYl9leoYhx6VVVV7ICOwA8LCwtQKpWorq4maTg8o9Pp0NfXB2ClkcC+ffvwt7/9DbfcckvEONB8Fdf4FtA6OztRX18PAFAoFKu2yaSyrxXKiouL4XQ6eXeg5eXlBWU7BoMBjY2NuOiii/DPf/7T5/WCnTpoNBrR3d2N+vp6wTRh2SpYLBb09PSgoaGBl3QmAGhtbcXk5CQv+xIaqampSE1NxdjYGJaWlpCYmIiGhgbiZuMZh8MBhUKBxsZGv+6pExMTOHbsGF577TXexMVXX30VpaWlbJ3ET3/603j33XeRnZ2NmZkZ5ObmYmZmhq11VlBQsOr7NTU1FbR7BmEFoczbhA4RqwghgaIo2Gw20DQNo9EIhUKB1NRUdHR0uK1xECwBJNhwGZcvbiohEgxnlcFggFwuR35+PiorK/2uTcXUO7Pb7ZymnhHWQ9M0RkZGoNPp0NraGpZts8OZ6elpTE9Po6GhgRWsnn/+efzsZz8LcWSeiQQBjaZp6PV61NTU4LLLLsPAwAAcDgeamppwxRVX4Fe/+hVmZ2dXrVNeXs7u7+zZsz4JaHv37sWrr7666fpmDKWlpTAYDAE70H70ox+tev3CCy/giiuu8Pk433///fjOd77j8/KeWF5eZsUSkubNL0zHxZqaGl6O/T333IP29vaQFdIONWlpaaBpmh0r79ixAw6HA0lJSSGObGtB0zT6+vpQXFy8qvPrRtjtdhw4cACPPPIIr40fioqKcPr0aZhMJsTHx+PUqVNoa2tDYmIinn76aRw+fBhPP/00PvnJTwIA9u3bh+uuuw633347VCoVBgcHsWPHDt7iJYQf+/fvh0gkwn333Yfs7Gzs37/fp/VEIhGOHz/u8XMiVhF4Za2bamRkBPPz86irq/Nq2ReqrVkikQS9ZpU/biohshmxijknNBoNmpqaEBcX57dQpdfr0dfXh6KiIuTm5oaNyBcJWK1WyOVypKWlkboZPENRFJRKJWw2G1vXzXWgwFeqQaTgr4CmUqnYWgyuuKb41dTUsL+vrf1xzjnnbPjggxGympubQVEUsrKy4HA4MDc355OwxqTbUxQFqVSKv//97wBWnpgH6kADgOrqapjNZmg0GhgMBnR3d28ooP3oRz9ia1XMzs5uKoVzaWkJcrkcTU1Nfk0aCZvHbrejs7MTlZWVnDTO8MSOHTtYMX6rUVtbi4mJCVgsFpx33nlYWFgIdUhbEpVKBbFYzNZ78pUHHngAF154IS688EJuAvNAR0cHrrrqKjZTQSqV4sCBA1heXsY111yD48ePo6ioCM8++ywAoL6+Htdccw3q6uogkUjw2GOPCeqBUiQQaWPkEydOQCQS4c4770R2djZOnDjh03pErCIIAqaAOiNS6XQ69Pf3Izc3Fx0dHYIVozZCIpEENT0xGG4qRtwJFYGKVSaTCT09PUhPT1+V++/ruUFRFMbGxrCwsICmpibeUhEIK2i1WgwMDJCUyxBgs9nY7051dXXEDYCEDE3TGBsbY52EQ0NDOHToEL72ta/h6NGj7P1hbSdAxoFSXl6Oqqoqn/aVmZkJiUSC7du3s6KMRCLZtKPi1KlT+M///M+A1n3rrbcwMzOD2NhYNr2kvLx8Q2eaK2azOeAUTqfTCYvFgvj4ePT09LDbDHaHTV9rp20lnE4nurq6UFJSQq75PPH++++zv+fl5QmiTulWZHl5GVNTU2hra/NrvTfffBPvvvsuTp06xVFk3rn77rtx9913r3ovNjbWYzxHjhzBkSNH+AiNEAGMjo4CWCnm7/p6sxCxisA5NE3DZrOxxXkHBwdhMpnQ0tIS9oKCRCKB2Wze9HaC5aZihCKu2kX7E4Ov0DSN6elpTExMoLa2FsnJyX67qUwmE3p7e1mhK1zFz3CEmawvLCxAKpXyUliX8G+Wl5chl8tRXl7OigUEfqBpGv39/aBpGs3NzRCLxaiurgaw0gHHF2699VbY7fYNXVWFhYWrXrvWemI6gvnL4OAgTp48iYmJCb/XdUd7ezsA+O1uKi0tDWh/zEOvc889d1W7+EBSON050BoaGtDZ2bnhuueffz5EItGGE1AuBDRfxDUuoCgK3d3dyMvLY2vc8MnFF1+M+Ph4nD17lvd9h5Jf/vKXSEhIQFFREZaXlwGsNEk4c+ZMiCPbOjidTvT29qK+vt4vp9HCwgLuuOMO/PWvfw3pGJ1A4Iri4mKvrwOFfFsInMG4qZgny0yx65KSEtTV1fk9iBKJRKAoSlBCRDAKrAezNhUTTyhvhP7Eb7PZIJfLERMTw4pM/ghVNE1jZmYGExMTqKmp4TUNgbDy/+vt7UVSUhLpQhQC1Go1RkZG0NDQQOqV8IzT6URPTw9SUlJQWlrq93U7JSUF99xzT0D7DkZh8kcffRQA2Pokm2H37t1+f/effPJJzM/P4+GHHw5on1qtFkqlEi0tLesE8mDUQLv66qsBAF/5ylfw2muvbbj8Rv+PYAlowWwiAAQmoIlEIqhUKiQmJkIsFkOtVvMqoJ177rkAgEsvvdRnV2Kk0NDQgNTUVKjVagwMDJD6bCGgv78fBQUFft1zKYrCwYMHcdddd6GoqIjD6AjhxFZy4xqNRiiVSiwvL+P888/3a10iVhE4wXVwZbVa0d/fD7FYjPb29oCLXTMpd0Kq4bQZsYqL2lTBKG7OF2q1GoODg6ioqMD27dv97vRns9nQ19cHiUSCtrY28qSKZ5iOcxUVFcTRwzM0TWN0dBQ6nQ4ymQzR0dGhDmlLYbPZ0NXVhby8PNbuzjeMYCWU615eXh5KSkowNjbm0/ImkwkJCQn4zne+g+9+97t44oknMD8/79O6iYmJeO211yCVSjkbDzQ3Nwe1FlCkNBFwOp2Ynp5GTEwMUlJSVqVw+tq9M1ABjRHBXGlubsb4+LhgHWjBprGxcZUTsqCgAMvLy2hubg5hVFuHmZkZUBTld1e8X/ziF8jLy8OnP/1pjiIjEITJ1NQUDh06hBdeeAFOpxMikYidN7/99ts4cOAAHn/8ca813IQxyiFEDGsLqE9PT2NychJVVVWbntBGR0fD4XAISqwKVBziqtMfFwXfg43D4cDAwACsVitb6NFfoWphYQFKpRLl5eUhSUHYytA0jfHxcWg0GrS0tKxKvyFwD5OCEBsbi5aWFuJm4xmTyYTu7m5WZOeTgoICLCwshOQan5CQ4Lb72re//e1Vr3ft2hXQ9n0VqjQaDQBAKpUGvcsrU5aA+Ts//vGPQyqVbrheuHalC0RAGxwcREpKCqqqqjgReHwR0LKzs1e9HxMT49aB5k08C7aAFmiNM38ENOZ7X1FRAZlMhrS0NOh0uqD/DwjuMRqNGB8fR1tbm1/nfk9PD37zm9/gjTfeCBtRlMAPkX4+zMzMoKOjA3Nzc9i3bx/UajXee+899vOOjg6o1Wr8/ve/J2IVgR8oioLNZgNN0zAajejr60NKSgo6OjqC8vQ3GCl3wcbfmLju9BcVFSW4Y+SKTqeDQqFAYWEhcnNz/a5N5XQ6MTQ0BKPRSOojhQC73Y7e3l7Ex8fzUhuMqX3DpNisfb3VMJvN6OnpQUFBgd9PdgmbR6/XQ6FQoL6+fl3XP67Jz8+HxWJBUlISW1A8LS0Nc3NzvOxfJBIF/XvHuMPuu+8+n5ZXq9VsMXuu3YTt7e348MMPOd1HuDE6OgqbzRZQGQdfiRQHmqcUzs0IaGazed15f/755+Nvf/sbALBdOLkS0Nw527YKzEMipjOerxiNRtxyyy14+umnw75GL4HgL3fffTfUajVeffVVXHjhhbj77rtXiVXR0dE4//zz8c4773jdDhGrCJuGpmnY7XY4nU42PUWj0aCurg6pqalB20+4i1WMm6q0tBS5ubmcDPaEkgYoEolWdSWkKArDw8PQarVobm5GbGys30LV0tISFAoFcnNzOXuqS/CMXq9HX18fysrKiJstBCwuLqK/vx+1tbWkNhvH5OXlYWlpCRRFsQLN/Pw8hoaGBOEmjIuLQ0ZGBmJiYngTq4KNv0XYZ2dnMTk5CalUyplQ5eqQ2rt3L/bu3cvJfsKRyclJGAwGNDY2brl7rxAEtOHhYTQ2NmJ5eZktpn7RRRetciRWVFT4JIJFkgONLwFNqVQiNzfXr4cUNE3j8OHD+PKXv4zGxkYOoyOEI/7Mf8KVl156Cfv27fPqmioqKsJbb73ldTtErCIEDFO/gEn5Yzrz5OTkoKOjI+g3ECGKVb6IQ1y7qVwRShqgWCxmuxIy3coyMzMhk8nYwY6v5wdN05iYmMDc3Bzq6+tJIWmeoWkak5OTmJ2dRVNTE3k6GAKY40/chNyTnZ297r3p6WmoVCq0trYGPfXMFz73uc+teu2afrh9+3afU+iEBk3TPqXQqVQqzMzMQCqVCqZG11ZiZmaGTfveqs6aUDI7OwuDwQCj0QixWIwdO3awnxUXF0Mmk4Uwun+zVvTyRwQTmoDm+tnS0hKWlpawfft2aLXadZ+bTCaYTCbEx8cjLi4OcXFxiImJwV/+8hcsLi7iK1/5Ck//AQJBWMzNzaGystLrMtHR0Ru6tsldnxAQrjcWp9OJwcFBGI1GtLS0cDaZZQqsC4mNVHE+3FSuCCUNkBEWVSoVpqamUF9fj8TERL/dVBaLBQqFAklJSWhrayMDZZ5xOBxQKBSIjo6GTCbj/cny2qeRO3fuxOnTp3mNIZRQFIWBgQE4nU60trYKKjVmK5CRkYHh4WEsLy+H/PgXFRWxafYA2Lb1+fn5qK2t5Xz/wU4BNBqNPglVU1NTUKvVaGlpIed/CNBoNJiamoJUKiX33xCg1+sxPj4OmUwmeBeGEBxoa1krankTwNwtYzKZMDs7i7y8POj1erfrvPvuu3j22Wdht9ths9lgs9ngdDqxuLiI/Px8tLe3r4pJJBIhNjYWMTExiI2NRWxsLPLy8vCzn/0sREeJQOCG9PR0TE5Oel1GqVQiJyfH6zJErCL4BeOmYkQjjUaDoaEhFBcXo7a2ltObqRCdVZ7g003lilDEKmClfgIjMrmmBfp6jszNzWFkZATV1dVIT0/nOFrCWpaWltDb24uSkpINbyRcc/755+Ott95CQUEBdu7cGdJYuCIlJQUGg4F9bbPZ0NPTg4yMDBQXFwt+ohIplJSUQKFQsK/tdjuampp4Pf6JiYmIiopadT4AK08gbTYbampq2FSgSGZiYgILCwtobm4W1AR4q6DVajEyMsI2QiHwC/OwrqWlhRz/ANmMgEZRFP71r3+hpaXFa0mTpqYmfPWrX2Vf2+12XH755Th+/Dg+9rGPud2u1WqF1WqFzWaD1WoVREYEgX8ifVy3a9cuPP/885idnXU7jxgcHMTLL7+M66+/3ut2yNWP4DOubiqbzYa+vj6IxWLexJjo6GhYLBbO97NZ+HZTuSKRSGC1WnnbnztmZ2exuLiIqqoq5Ofn+93pj+kW6HQ60dbWxnkhXcJqmC6e09PTaGxs9Lu2DCFwmILTjFAYio5zBKC6upqdPFRXV/M+oIyLi/PoIm5ubnZ7jb/yyivx3HPPcR0ab4yNjUGv16O5uZk4ekKAXq+HUqnktEYYwTNOpxPd3d2ora0NeY28YMDc28KJwcFBZGZm+l1797777sPu3bvdClXASlpifHx8RPxfCQRvfPvb38bJkydxwQUX4L//+79ZN7XRaMSbb76Jb3zjGxCLxfjmN7/pdTtErCJsCE3TcDgcbG2q6elpTE5OoqqqCpmZmbzFIVRnlUgkYtMh+/v7YbfbeXVTuRLKAutMyhhFUcjKyoLJZIJKpYJYLEZUVNSqPP+oqCi39QIMBgMGBgZQXFzMu9BHWPkf9vf3QyQSoa2tTTBuhrWC2Q9+8AN8//vfD1E0wefqq68GsPL9nZubw+joaFCFQuY6rdFogrK9rQTf16CysjJER0evc1IkJSVhaWmJfd3W1hax7qqRkREsLy+jsbGRCFUhYHl5mXX0hGIcs9WhaRpyuRwFBQUR1UwjnAQrjUYDk8mEqqoqv9Z744038MEHH+CVV17hKDJCJBHpc5yOjg488cQT+OpXv4rLL7+cfZ9pVCCRSPDkk0+ivr7e63aIWEXwCpPyxxRCVSgUSE5ORkdHB++2ZKGKVcwEc2RkJCRuKldCdYy0Wi36+vpQUlKC7OxsGAwG6PV6tsbKRnUCmNoAdrsdcXFxmJiYwMTEhNt9BdptZjPLRvoNBViZoPT29qKwsBB5eXmhDsctWq021CFwjkqlgkwm48TNcNlll+Gll17acDlGJAuXiUWwEMLfGxMTg/j4+HXXnOzs7HVdOIuLizE2NsZjdNxC0zSGh4dhsVi2ZNc5IWA2m9HT04PGxkbi/NgEmxFmhoaGkJCQINj7cKRjsVgwNDTkd52w+fl53HnnnXjxxRdJ2iaB8H/cdNNNOO+88/D444/j9OnTWFhYQGpqKnbu3Ilbb70V1dXVG26DfJsIbqFpGna7HU6nEzRNY2xsDGq1GnV1dX5bYoOFEMUqu90Ok8mEqampkLmpXOHbWUVRFAYHB2EwGCCVShETEwOappGSkuLzeWIymdDb24v8/HyUlJR4fZJO07TP4pe7YpkOh8PnZV1/vMEIWp7cYlyIasGexKlUKkxOTgq22+I555zD/l5QUBDCSLgjPz8fpaWlaGlp4WyS7q8T9uMf/zhee+01TmLhkuTk5FUuJF/Q6XTo6+tjX7e2tuLs2bPBDm1DkpOTYTKZVl0/4+PjN+x4tWvXrrAWGWmaxuDgIBwOB+rr64lQFQKsViu6uroEex8INwIRrFQqFUwmE5qamjiKil/q6uowOzsb6jB8hqIoyOVy1NTU+NX5laIofO1rX8PRo0dRWFjIYYSESGKr3OcqKyvx0EMPBbw+EasIq2AKqDMpf3q9Hv39/cjOzkZHR0dILflC6wbI1KaKi4tDdXV1yIUqYOUY8SVWLS0tQS6XIycnB1KplJ1M+XqO0DTNiiS1tbU+iVuMy0koqSG+imeelnFt1exPy2ZvE1dfxTDmWDJt73Nzc2EwGLC8vLxKgPNFYOPyhnvs2DE4nU62y+j111+P9957j7P98Q2Tw79v3z4AwR+83H333WhsbERPT4/P62zfvp09L8IVfyaKarUao6OjaGlpAfDvLpR8prm7kpeXt+GTedf7TWxsLPLz8xEXFxe0GPgUvmiaxsDAAABw3qiF4B673Y7Ozk5UVVWxKRqEwAkkfU+n02FqaiosOv/5Ql1dHYAVAT41NVVQ43dPjIyMID09Hdu2bfNrvSeeeAKFhYX41Kc+xVFk/0an0+Hmm2+GXC6HSCTCk08+ierqanz2s5/F2NgYSkpK8Ic//IH9G+6//34cP34cUVFReOSRR7B3717OYyQQggkRqwgsFEVBo9EgNjYWEokEg4ODMBqNaGpqEkSR5ejoaEE4q+x2OwYGBmCz2dDW1obh4WHBdPLgoxsgTdMYHx/HzMwM6uvrkZCQ4HenP6ZAf3R0NNrb2wVTG8lfwkE88yR+mUwmjI+PY9toAwhoAAAgAElEQVS2bUhLS9vQeeZNVPNXPPNVUPvzn//MLjs+Po7bbruNLTi+tLTk1Y0WDmi1WgwMDODzn/883nvvPU7SHHfs2IH5+XnU19ev6y7nji984QsAEPIOkJvF13NgcnISarUara2tbK2ovXv34pVXXkFWVhYee+wxHDx4kONo/w1z3NcKBiKRCBkZGW7/h/n5+QBW0leCKVjxAU3T6Ovrg0QiQWVlZURM0sMNh8OBzs5OlJWVkc67QaC5udnvdcxmM/r6+iCVSsN2POQLUqkUH330UajDcMvCwgKbJeAP3d3deOaZZ/DGG2/wcv06dOgQLr30Uvzxj3+EzWaDyWRii7ofPnwYDzzwAB544AEcO3YMCoUCzzzzDHp7e6FSqXDxxRdDqVRG9DlGCC2eSrhsRFFRkcfPiFhFWFVAfXZ2FlFRUVCr1SguLhbUU06xWLxhKgTXuOv0x4dA5CtcpwGazWbI5XIkJyejra0NwMr54484sLCwAKVSifLy8nU1WAibw1fxbHZ2FtPT02hubkZycjKnMfniFnMVvZjUY3fiWXFxMSiKwlVXXYWJiQmv2/GEq1Dmi2PMV3fZRmmbrtdRmqYxOTmJubk5tLa24m9/+xun/4OtBOO62ygNkKmPZDKZIJVK2e/Mueeei46ODrzyyishcZhUVFRgaGho1Xs1NTWIjY1160zYvXs3FhYW2NfB7JhbVlYWtG25g6IoKBQKxMXFoby8XDBjja0ERVHo7u5GQUFB0J2E4VRQO5ikp6ezGQq+4HA40N3djbq6urATm30hPT0dOp0OGRkZoQ7FI1arFUqlEq2trX5dh5aXl3Hw4EE8/fTTvNR4MxgMePPNN3HixAkAKzUOY2JicPLkSbz++usAgBtvvBEXXnghjh07hpMnT+Laa69FbGwsSktLUVFRgQ8++GBVaQVC6IjEe15JSYnff5dIJPJ6vSRi1RbHNRXJZrNhfn4eEolEEPWXhMRaN5XrseEz9W4juBSrVCoVRkdHUVNTg7S0NDidTr9SwJxOJwYHB2E2m9Ha2krOrxDgdDqhVCrZjpV8FAFlRIBAn+QFOx3JlzRLT58xDSd8Tdn0JJ4xgkJcXNyqp8wXXHABOjs7g1rnjKG4uBgVFRWgKMqrC/K8885De3s73n333bCtm/Lwww97/ZwRSaKjo9cV8m5tbQUAfPWrX8UHH3zAaZzuSE5ORlZWFnJycvDEE0/gwIEDXpePiYlZNwkcHR1FaWlpwDE8++yzAa/rK0xtmKSkJM5FMYJ7KIpCT08PMjMzkZubG9RtM24/gndomkZPTw+Ki4tDVg+WK+rr6zE5OQmr1cq6twHgE5/4BF588cUQR/dvmO6LVVVVfo1LaZrGnXfeiS9/+ctoaGjgMMJ/MzIygszMTNx0003o6uqCTCbDww8/jLm5OfY7nJubC7VaDQCYnp7Gzp072fULCgowPT3NS6yErUlRUdG68aVOp4Ner0dxcXFA2yRi1RbF1U0FrFzQJiYmsG3bNqSkpBAhwQV3bipXhFT4nQuV3mazQaFQQCwWQyaTISoqChRF+SVULS0tQaFQIC8vD9XV1RH5NEHomEwmyOVy5ObmoqCgIOz+B6mpqdDr9ezrQJ/aM26pUNjgrVYrenp6UFZWhsLCQohEItA0jZMnT+LRRx/F4uIiK4r5KoRtlLqZl5eH/fv3s9s7c+bMhk0DXPnoo48gFot9aiDgj6i2dvlgnY/nnHOO16fGjIshIyPD7cDp/PPPR0FBAUpLS1FXV4fMzEy2rhhfFBQUwOFwsHXafOX48eM4efJkUBwyJ06c4KzGDCOSpKamoqSkhJN9ELxD0zQUCgVSUlJIQegg8q1vfYv93Ze6R0qlEikpKWGfdu0J12sIk8IvNEZHR5Gamuq38+tPf/oTlpaWNnygEEwcDgfOnj2Ln/70p+jo6MChQ4fwwAMPeFzencs83MZ+kUqkdhp316H46NGjuOeeezA6OhrQNolYtQVh3AE0TcNkMqGvrw9JSUno6OiARqOB2WwOdYheYYQSrvHmpnJFaIXfg8n8/DwGBgZQVlaGrKysDV0Za2HqW6nVatJhKISo1WqMjIz4XMieEHwMBgN6e3tRVVW1alAsEolw5ZVXAliZ3IQ6bcZoNKK3txcAcMcdd2wohq0V1dw1DfDFieaNzbrLmB+Hw4GxsTHk5OQgLS0Ny8vL65bNzc1la/AlJibyKlT99re/BbDiSnG9xm708GjPnj0YHBxEe3s7Lr/8cgArE0Oz2ez3+cQIZFdffTUbTzBxOp2sWOitRgWBO5iC9kxqULC58cYbUVJSEvJrWagoKChAfn4+lEql1+WmpqZgs9lQVVXFU2ShQyqVYnx8HAkJCYIq4L+4uAitVss6an1lbGwMP/7xj/HPf/6T1xqZBQUFKCgoQEdHBwDgqquuwgMPPIDs7GzMzMwgNzcXMzMzbImNgoICTE5OsutPTU0hLy+Pt3gJBGDzAikRq7YQNE3DbrezT+3HxsagVqtRW1vLdi4RkkvIHUzKHdc3B0ak8eSmWhuT0AU+f2HSxYxGI2QyGSQSid9ClcViQW9vL1JSUtDW1hY2Ra8jCYqi2NRLmUyG6OjoUIe0JZmdncX4+Diam5v9dsvwze7du7F7927cdtttAMBLqqg3vHXc9MV9xohnFosFarUa27Ztg81mw/T0tNf1vOFNONtsyibT4CQzM5N12Xni+uuvx7/+9a9V7x07dgx33nkn7r77bpw8eTKgY37jjTfCZDLhuuuuC2h9TzidTnR1dSErKwsFBQVB3TbBd0ZGRkBRFKqrqzndDx+d0YRIRUUFBgcHvYpQWq0WMzMzftdICjcyMjKg0WhCHYZbbDYb+vv7V9Us9AW73Y4DBw7g0Ucf5b0hQU5ODgoLCzEwMIDq6mqcOnUKdXV1qKurw9NPP43Dhw/j6aefxic/+UkAK12Gr7vuOtx+++1QqVQYHBzEjh07eI2ZQNgsRKzaAjBFix0OB2iahl6vR39/P7KystDR0bHqIh0dHS1olxATH1eTbofDgf7+fthsNshkMp+KXXJd1DwQGGdAIBgMBsjlcuTn56OyspK1EftzM5+bm8Po6CiqqqpId6EQwRTDz8rKQlVVVdgOiI1GI44cOYJHH3001KH4DU3TGBoaWiX6EvwjGB03FxcX0d/fD5lMFhR3ZyCimet92NMyaWlpuOSSS2A0GiEWi+F0OnH27FkAYOvMvfbaa6tiufDCC9fF973vfQ8VFRUAwKZwB1tYY/4vvqbjOhwOdHV1ITc3lzzZDyHj4+MwGo3rarUFk+bmZrYO2W233YZHHnmEk/0IkeLiYrarqydB1mg0YmBgAK2trRHblW1kZATASvo+I1YVFxdjZmYmlGGx0DSN3t5eVFRU+F3U/t5778WePXtw/vnncxSdd37605/i85//PGw2G8rKyvDUU0+Boihcc801OH78OIqKiti6g/X19bjmmmtQV1cHiUSCxx57LGLPuXAkXMflfENGzhGO65Nlp9OJoaEhLC0toampiS1c7IrQU9q4dH7546biK6ZAYMQzfyfGNE1jZGQEGo0GTU1NiIuLY0UvX48FI/bRNE2cPCFEo9FgaGholWsynLn33ntx7733rns/JSUFBoMh4O1y2a3KbreznTObm5s3/A79+c9/xt69ezmJZSszNzeH8fFxSKXSoHXaWlu8PljExcVhaWmJdeqmpqZCJpPh3XffZZfJzc11WxOiurqafTCQm5vL3t+7urpw6aWXehTW1jYN8FWEo2maFZ1Onz69Lp61jjGDwYDExETodDoYDIag1DlzJ54RPDM9PQ2tVuvT9ShcEFLHQdei4dHR0W67w9ntdvT09KChoSGia8My9+uioqJV3U2F0gF6fHwciYmJftf3e/3113HmzBn84x//4CiyjWlpacGZM2fWvX/q1Cm3yx85cgRHjhzhOiwCgTOIWBWhrC2gPj8/j8HBQRQXF6OmpsbjQCU6OlpQwstauBCGAnFTcR3TZghErDKZTOjp6UF6ejpkMhmAlXPInwnZ4uIiBgYGUFxcHPTOQgTfoCgKw8PDWF5ehkwmQ0xMTKhD4gQmvWIzjkYuu1UZjUb09PSgtLQU2dnZPq1DhKrgMzExAY1GA6lUGhbCeXJyMuLj46HT6VBYWAiJRLLuXi2VStHe3o7nn38eAFBYWLiqJslFF12Eubk5xMXF4eDBgzCZTD4Veg6EiYkJAFjVbQpY3XHTZrOhp6cH5eXl2LZt24bNA1xravrSYMBVVPMGF+6yjZYVkiA0NzeHmZkZv1OeNovQ7kF8iFvp6enIz8/H9PQ0/vGPf2DPnj0AVu7P3d3dKCsrQ3JyMqcxCAmZTLbq+xnqB2g6nQ4ajYYd6/qKRqPB4cOH8dJLLxGXNCEoCOkeIWTIty0CcXVTMTnZALwWCWfYas6qQN1UXMa0WZh4fHlqR9M02wmytrYWycnJfrupKIrCyMgIdDodmpub3T5NJASXxMREREdHQ6fTse9ZLBbI5XJkZGSgpaUl4m+CpaWlbGeR66+/Hr/+9a9DHNEKCwsLUCqVaGho2FITEiFB0zQGBwdhtVp5n5wHimsts8rKSlgsFqSnp7Np2G1tbauW37dvn0dXYVFREdu6/Etf+hJnReJ///vfu32f6bjpdDrR29uL8vLyoHQoDBRX4csfEYz58Za6yaR3utu2N7gUzJhlmA6eOp0OY2NjvKedXXfddfif//kfzrbvLjvA1/X4cGO5Fq9nitpnZGQIxl0ULP7jP/4Db775JgB4Pa5FRUWw2WwhdcLZ7Xb09/ejubnZr/sCRVH42te+hh/84Aek3h6BwDNErIog1rqpVCoVxsfHUVlZ6fPNMSoqym2rU6EQLGFos24qLmIKFr7W0LLZbJDL5YiJiYFMJoNYLPZbqGI6h2VmZkImk0W8QCIEXDvJFRcXY3x8nBVIXFOBtgJSqRTXX399qMMAsHL9ZZw8l156KQBAr9eHOKqtB0VRkMvliI+PR0NDQ9hck0wmk0dBx1Mh7IsvvhgqlQqVlZUYHh52K45y2c3ws5/9LI4ePYo77rgD//Vf/7XqM6vVis7OTlRUVPjdEj7YMOKZUGq1eGsa4Esapru0TU/LMuJAQkLCumL8rvgqmPmy3Be/+EV22bvuuoutweZuW5uF6W7LCFfehJCzZ8/i4MGDeOyxxza9X3+ZnJwERVEoLi7mfd9c88EHH4Q6BJ+gaRoKhQKlpaV+P1T9+c9/jpKSErZwOYEQDMJlfOIP3u6znj4TiURe59FErIoQXK3zJpMJfX19SExMREdHR0TZVYMhDAXDTeWK0AqsMx0TvaFWqzE4OIiKigps374dFOVfpz/GkTU1NYW6ujpBtSIOR/x50puamgqLxYKsrCxYrVYMDw9Dp9OhtbU1omtguFJfXw+73c5eCzYzCQ3GU/bExES8//77EIvFbAtsh8MhqHoqWwG73Y7u7m5kZWWhsLAw1OEEDUb8XAtFURgaGoLdbsfw8DBsNhv7WWlpKVpaWjiNq6ioyO35bbFY0NnZSRpseCAYTQN8YWlpCb29vdi1a5fXB3Kb7bjpcDg8usu8bc/bg1F3ohgjOjKf/fnPf8ZNN93EFvMGgKmpKY+iGsPBgwdhNptZcViv1wf1/1FaWsremyQSCebn56FWqyOy899nPvMZ9vfzzjvP67K1tbXo6+uD0WjEo48+iltvvZXr8FYxOTmJ2NhYn1PzGbq6uvCHP/wBb775ZsT9/wiEYBOI4WWjdSJHxdii0DQNu93O1oEYHx/H3NxcxBRWXkt0dHTAk79guqlcEdrNKyoqyqOg53A4MDAwAKvVira2NkRFRfktVNlsNigUCsTGxqK9vV0wT6vDHabGhS/Lrb2wR+Ig2BM/+clPgr7N/fv348knnwxoXYvFAgDo6Ojwem3y5ck/IXAsFgu6urpQWloacWk23qirq0NXVxcA4JxzzgEAdHd3b5iGxhVmsxldXV2oqamJyDFIuGA0GiGXy/8/e2ce3UZ5vf/Hq7zvdixbXuJ9t2Q5jlkSyEYCIYEQCKENawuBX6AQoG0ghcMXytpCgRIK5aRspQTCUmjYmzYphEKAJLZlybIty/tu2ZatXZr5/aHOINmyrZG1jKz5nJMTLTOjay0z7/u8z72XbpYyH94Sz5jgjPDV1dUFYHY64Fxpm+eeey4OHTqEXbt2obW1ld7+1KlTjMSzudxltqxevRrffvstCgsLIZPJkJubi5GREUauNbbVPZuLCy+8kO74BwCffPKJ3fM1NTVIS0uDxWKBQCBARkaGnbDuDdRqNQYHBxnXqZqensaePXvw+uuvu23OwMGxlPHE2IMTq/wUqk4CVV9KrVZDJpMhLS0NK1euXNSgIzjY2jKbjSLEfELMfFBuqtzcXGRkZPjFAMBV5nJ6TUxMQCqVIisrC3w+nx6YMfmuUF3mCgoKfFqDZKkiEolw+vRpCAQC2r02H4mJicjPz/dSdOwhNzcXbW1t9PvkjjRcVwSryclJSKXSOZ+nXFYcnmVqagoSiWTJLtLMR1JSEtasWYM1a9bQj1VVVfkkFq1Wi8bGRpSWltLpWRzeR6/X0x3nXK3r5Guoccl849CNGzeiv78f9913H/3YfPWEtFotna5K7ZOYmIgVK1YsGI8zjjGFQmG3T0VFBZRKJfh8PiwWCzQaDaO6aQu5DdzdEIBp04C9e/fO+nsB+6L6Z5111qI69roDs9kMqVSKyspKRvMakiTxy1/+EjfffDPKy8s9GCFHoLKU56LuhBOr/BDbmgUWiwXt7e2YmppCZWUlYmJiFn18KtWOjWIV026FnnJTsZmZqZIEYe0QR7Ws5vF4jGtTWSwWtLW1QafTLekuc76EqusiEokAWC9iVVVVaGxspLehBq8CgQApKSl0gfFAJiUlBYODg15/3f7+fvT09NCpVjPr8lDp15s3b6aLXQPWVeiZK88crqNSqdDa2oqqqiq/nZgvBaanp2mBhGss4DuMRiPtbAukz2Hr1q2M3Tq5ublO1xV0pu7Z5s2b6dtU45mysjKkpKQwissZFpO26a6Om3l5eTjnnHNw4sQJ2ln1/fff089ff/310Gq1iI+PnyW8hYWFoaury2FDACbC2kJjWJIkIZPJkJOTw/j6cPjwYeh0Ovz85z9ntB8HB4d74cQqP2JmAfXR0VG0tbUhOzsbJSUlblNow8LCYDKZWFn/hknNKm+6qYKCgkAQBCts9LbOqunpaUgkEroAOlWbgkmcarUaUqkUAoEAxcXF3ErAIpivhtHY2Nis9KWxsTH6NlUQn8Mxb731Fq688krG+91yyy1QqVROb091mqOE29DQUFqo2rp1Kz788EN621OnTgGwpmpxuJ+BgQH09PRAJBKx8noVKFDONnctmHG4htlspovaB5rD8Oyzz8axY8cY7bN161aPxEIJJGlpaR4RqgB2NA347rvv6Nv79+/HBx98AKFQiOPHj9ttFxcXR4uCAoEA3d3dEAgECA8Pt2saYDAYGAtw8xEcHEyXSTGbzRgeHnYofr344osICwsDj8cDj8dDREQEDAYDXnvtNTz88MP4/PPP6eds/0VERNC3IyMjuUVcDkb4S5ovG+DEKj/B1k1lNBohl8tBEIRH3EKUWMVGnBGrKDeVwWDwmpuKEojYIFaFhoZCr9eju7sbvb29KC8vR3R0NGM3FUmS6OzsxMjICCorKznXgptwJFhRqXwxMTFISUnByMgI8vLy6AnHxMQEZDIZCgoKAACXXnopvvrqK7e8tj9QXV1N1+WxZXBw0KVOY7/61a+wbds2vPzyy4z2M5lMaGpqQnx8PKqqqhAUFITt27c7LOZdVVWFyMhInDhxgn5srq5uHMyg6jOqVCrU1NQsqSYi/oZarUZzczPnbPMxFosFDQ0NyMnJ8Xn3RW+zdetWfPPNN4zrEXkKyjG0lJo8OGLLli30ggzFzHNxVFQUfTskJASRkZHIzs6GxWIBn8/3WGwkSWJqagpSqZSu6TmXECYWi6HX62EwGGAwGKDT6XDs2DFs2rQJCoUCUqmUfo76Z7u9wWDAOeecg4ceeshjfw8HRyDDjfBYzkw31cDAADo7O1FYWOixIrLu6LjnKRaKzVe1qai4wsLCvPJ680EQBPr6+pCamora2loEBQUxFqp0Oh2kUini4+NRW1vLChHO3/n1r3+94DZ8Ph8mkwkJCQkQiURQKpW0YCgUCu3aLV944YV4/vnnnX59f5tIHjlyBEeOHMF//vMfhIWF2QlWO3fuRGtrK+2IclVct03bmEl0dDSSkpLQ09MDwFqwuKmpCXl5ebPOvVFRUdBqtXTB340bN2JgYAAAcM4552B8fNyl+DhmQ5Ik5HI5LBYLhEIhd27yIZOTk5DJZKiurrablHJ4F4Ig0NjYiPT0dMadzvyFmSnxjrj33nudPl5BQQHkcvliw5rF8PAwVCoVhELhkndN5ObmIjc3F5dddhkAa1F56vGf/vSn0Ov1qK+vR29vr126pcVi8biQRxAEpFIpKioq7MZNjrjqqqvo2yRJ4oEHHsAFF1yA3/zmNx6NkYNjqZ8j3AUnVrEUyvZK5ZVT4kF0dDRWrlzp0ZVkNjur5ioe7gs3lS1sEfgGBwfR3t6OmJgYFBcXM+70B1gF0a6uLhQXFyMxMdGD0QYWb775JpKTkzE2Nobzzz+fTlnYtWsXLa6qVCpYLBZceOGFdP0N6jvtaFJeUFCAffv24bHHHvPmn+IVkpOT0d/fT99vb2+fc9uoqCg0NTW5lAYIzJ9CmJWVhVOnTkGhUKC8vNxhHRiZTIZNmzbZ1aaaSVlZmcNzF4fzWCwWSCQS+vzGDfR8x/j4OORyOaqrqxecDHJ4DpIkIZFIkJSUhMzMTF+H4zEUCsWczuAVK1Y4VSTdlmuvvdZdodFMTU2ho6Njzut1IJGTkzNLDKypqaGvgTqdzqOv39LSgqysLMZpyceOHcOpU6fw+eefeygyDg4OpnBiFQshSZLOs6bSHQYHB1FaWuoV8YAtwosjHE1O2NDpz9fvGdXthCAIlJWVQSqVQiqVOt0JJjg4GARBoKenB8HBwSguLgaPx4Ner2dc0JLDMVdddRWOHTu2oPV9xYoVSE5Ohlwux9q1a2eljl1xxRW0mEylBQI/unvmgurOJRAIaKcP21MCMzIyaJFq+/btds9VVVXh+++/R05ODgAwqleyefNmHD582O6xt956a85ugN3d3aipqXGqJsVcg1yNRhMQDR48hclkQkNDA9LT0+ft+MXheVQqFdra2iAUCrnvtA+haiNFR0fT50E2EhcXBwAud4W7++673RmORzAYDJBIJKiqqmKFw54NUN0BZxISEuKR9vYU/f39IAgCGRkZjPYbHh7GPffcg48//piVDaY4OAIVTqxiESRJ0l06AOuFXSaTITU1FfX19V5bqQkLC2P9JBawCjRyuRx6vd7nnf5CQkJ8JlapVCrIZDLk5uZi2bJlIAgCVVVVC3Z3oWqgEQQBrVaLsbExxMbGIjw8HH19fS4XtGTSJtnZ7i/zHcdfsP1+lpSU0LcrKytx4sQJuqvOQohEIpw8eRJRUVHIy8uzE78WEqxmwuYaVtnZ2dixYweuu+46mEwmvPTSS7jmmmvo7nuAtS12f38/YmJiUFlZ6bFYRCIRNmzYgG+++Qbl5eU4efIkAOCVV15BVlYW7XSdnp7G+Pg4srOz6TRAALjhhhvwxz/+0WPxLXV0Oh0aGhqQn5+P1NRUX4cT0IyOjkKhUEAkEnEFhX1Me3s7goODkZeX5+tQnCIjI8POLessn3/+OavrcFksFjQ2NqK4uNjv0u3dTWtr65xCT0pKCoaGhgDM7p7rLjQaDbq7u+kSGM5CEARuueUW/Pa3v+UWQzi8hj/NYXwJJ1axBFvxwGKxQKFQQK1W+6S7jq9dQs7ABjeVLaGhoV5P8SEIAm1tbVCr1fTEger052zLaoIgoFAoYDQaUV9fvyjBb6E2yPM9T4m0zrZQtlgsCwpnixHBbMUwJu2UnfkeUoO0Bx54AOeccw6SkpLsYqb4zW9+gzfeeAO9vb0OB09DQ0NYv349uru7nfp8NmzYgKNHj6K6uhoikQh/+MMfnNqPLdx444146aWX5iyiW1paykisu+KKKyCXy9HZ2Uk/dt555+H48ePQ6/UQCoUgSRI9PT148cUXHR6D+g6uXr0ap0+ftnvuwgsvnOX20uv1S77orruhCniXlZXR7kAO3zA8PIzOzk5OqGIBSqUSBoMB5eXlPh//LERBQQHtkBUKhThz5oyPI3IfJElCKpWCz+fbXcs5rAtOANDb24s1a9YgLi4OYWFhGBgY8Mh7RaWJl5eXMy6V8vzzz6OgoABbtmxxe1yOsFgsqK2tRWZmJo4cOQKVSoUrr7wSnZ2dyM3Nxdtvv01n0jz66KM4ePAgQkJC8Oyzz2Ljxo1eiZGDgy1wYpWPmVlAfWxsDK2trcjKyvJZTQ4216wym83Q6/Xo7Oz0uZvKFm8LfFSr8PT0dIhEIpAkCQCM3HcajQbNzc1IS0uju6UsBja0UqYgSXJB8Wy+f2azmfE+1Gewbt06HD161C6ehQSUPXv2YHh4GKtWrYJCoQBgdZNcfvnlCA4OxuDgIC2KzWTt2rXQ6/V0gWOqK6Wjz/Pcc89FXV0dVCoVHnzwQdx///0uvb/eIDMzc1YNllWrVtEdfoDZhdWdEaq++eYbu/tUDTHA6oyiOi/W1NTghx9+mLV/c3PzvMdfKFV7ZGRkwRg5rIyNjaGtrY0r4M0ChoaG0N3dDZFIxKU5+Zje3l56MZPtQtXFF18MwFp0ezEkJCRgYmLCDRG5F6VSifDwcM6N8z+KiopmPVZVVUXfjoyM9JgTsLW1FRkZGU4v1lKcPn0a7777Lo4fP+6139MzzzyD0tJSOjX2sccew7p16+gapI899hgef5QCtCIAACAASURBVPxxSKVSHDp0CM3Nzejv78f69evnda9x+BdsP3+zBU6s8iG2biqTyYSWlhYQBOFzEYatYhXlpuLxeCgvL2eNUAVYxSpvvGdUDbOBgQGUl5cjKiqKcac/kiTR29uL/v5+lJWVMb6w+wMxMTHQaDQLinfR0dHo7+93m2Nj3759AKyrdJdffjm2bt0KAPjXv/6F2tpafPrpp7jhhhvwz3/+EwCQlJRk5+yxharrMNNxlpaWhs2bN9P3FQrFgumaBoMB+fn5tMizdetWfPnll3jwwQdx5swZv0rXjI2NxcqVK13ePyYmBgaDweFzFosFra2tEAqF+Nvf/gbAmmZLpW3W19fjrrvuwq233ornnnsOy5Ytw8DAAAoLC+lj2H6e559/Ph5++GGcOHECOTk5dOOCQ4cOYefOnS7/DYFAf38/+vr6nK4VxuE5BgYG0NfXB5FI5NHmLhwLMzg4iOHhYVRXV7O+iPeePXtcSvubC7alOw4ODmJyctIuNd0Z2Jx+768MDQ3BaDQyFg2npqZw66234m9/+5vX5hS9vb346KOPsH//fjz11FMAgA8++IB2Yl977bU4//zz8fjjj+ODDz7Azp07wePxsHz5chQUFODkyZM466yzvBIrBwcb4EYdPmCmm2pgYACdnZ0oKChgRdthtqUBzqxNRbUtZxMhISHQ6/UefQ2dTgeJRILY2FjU1tYCAGOhymAwQCqVIjIyErW1tUt6deb666/Hyy+/7NS2TGs9MSU7OxsymQyAdWVx/fr1kEgkAKz1qxy9tjs7Ox0/ftzuvlgsxpdffgkAdNdIKr3Snema1D7z4e10TUdIJBJccMEFGBwchFgsnvW7ePfddwFYXVlXXHEFrr/+evq5LVu2IDk5GXl5efjd735nt9/DDz8867U+//xzl7sWBgIkSUKpVEKtVqOmpmZJn6P8gb6+PgwODkIkEnGfhY8ZGRlBT0+PX30WVBmLvLw8nDp1ysfRuI/JyUl0dXVBLBa7tBjDCVbuQ6vVQqlUMv4sSJLE3XffjT179qC0tNSDEdpzxx134IknnsDU1BT92NDQEF1/lM/n052F+/r6UF9fT28nEAjQ19fntVg5PAvnrHIOTqzyItTkzWQygSRJ6HQ6yGQyREZGoq6ujjXWem+5hJxhbGwMLS0tdrWp2Oj88rTA19/fD6VSiZKSEiQkJIAgCEYiFWAd6La3t6OwsBApKSkei5UN7Nixg9H27hSqPvroI/zlL39BbGwsmpubUV5e7nC7qKgoLF++3GFa2WKKSFMFXnk8HlQq1aznT548iZCQEKxfvx7V1dUuv447YJquaVuvbDHpmjweD4A1PcE21W/z5s2QSqUwGo0AgHvuuQelpaV4+umn7eJevXo1lEolndLX3d2N7Oxsu/bpM/eZOTGZL10zUCEIAi0tLQCsnw3bnSNLnZ6eHoyOjkIoFPqNOLJUGR8fR0dHB2pqavzO3eYoNcyf0ev1kEqlEAqFjD8LrmaheyEIAs3NzSgtLWU8h3rrrbdgMplwww03eCi62Rw5cgRpaWkQi8VOdTCmykvYwo0ZOAIN/7ri+TEkScJkMkEikSA3NxfDw8MYGBhAaWnpgjVOvA0bJgjzdfpjm/ML8FxMRqMRUqkUwcHBtOODqVBFpTYZDAaIxeKASakpKSnByZMnUVdXN+c27l7ZfOyxxwD8OMCghCo+n087q0QiEb7++mtcdtlls/aPiYnBlVdeiYaGBo+4vcrKyhATE4M333wTV111lVuP7QrU99hX55zp6Wn69qZNmzA6OgrAWhvrlVdemXe1NScnB9u2bcOhQ4dmPff888/jtddem/V4SkoKRkdHcdlll+GHH37gumvaYLFY0NTUhLi4OCxfvpwbkPuYrq4ujI+P+0W62VJHrVZDLpf7Zb2wDRs2YGxsDNu2bUNycjKee+45l49FXVd96UqiOv+VlpYiMjKS0b6bN2/2UFSBS1tbG9LS0hiXcujo6MAzzzyD48ePe/X8duLECXz44Yf4+OOPodfroVarsWvXLrqkAJ/Px8DAANLS0gBYnVQ9PT30/r29vcjIyPBavBwcbIATqzwM5QSgnEB6vR6nT5/GsmXLUF9fzw0CHeDITWVLoIhVVI2uvLw8pKWlueSmmpychEwmg0AgQElJScBMAJ1N//MUa9assbsfHR2Niy66CHl5eVCpVNi2bRvtVFi1atWs/YuKilwWqsLCwpCUlASz2Yy0tDTaTv6Tn/yErsPEYe1s1tHRAQB47bXXMDo6CoIg8NVXX6GyshJ//OMf6Q5WMyclq1evpm9ffvnleOedd+yepz47alJFkiR+9atf0d/L8PDweUVUwL67pq2jzBknmr+la1osFrS0tIDP5yMjI4OelAbK+YptKJVKTE1Nce42FkA1QhEKhbQj1B/49ttv53yOqt/nDCdPnrS7X1BQsKi4FgNJkpBIJBAIBEhISGC8f1xcHABrrUouBXDxjIyMQKvVMnbuGY1G3HTTTfjTn/7k0ue4GB599FE8+uijAIBjx47h97//Pf7617/il7/8JV599VXs27cPr776Ki655BIA1vqiP/nJT3DnnXeiv78fbW1tC44dOPwDpvO5QIYTqzzIzOLI7e3tmJqaQn5+vl9Ygal6SN5iPjeVLUtdrKKcUBqNBmKxGKGhoYyFKpIk0dnZidHRUVRWVtKpYRy+QaPRQCKR0B3uPPW7Ovfcc+3up6amor6+nu6Ax+buf96Cqok0MTEBsViMl19+Geeddx7effddbNu2De+///6sfQ4cOACtVovCwkL09/cjPT0dAOjV3N27dwMALrzwQrv90tLSoFQqkZiYiPHxceTk5ODWW291Kk5/7q5pK4AtlK5pNBoxMTGBqKgojIyMYGhoyK67piMcCWfuENNsBbWZxwyEQSVJkujo6IBWq0VFRQUnVPkYnU6HxsZGVFZWMnbxsAHqPHnVVVdBr9fjX//6FwDrQtzGjRvx2WefOX2s5ORkZGdnM6rXQ4173CUMKRQKREVFLcrZotPp3BJLoKPX69He3u5SnaqHHnoIF198Mc4++2wPRsiMffv2YceOHTh48CCys7Nx+PBhAFZ3/o4dO1BWVobQ0FAcOHCAFWMCDg5vwolVHmBmAfWxsTG0trYiKysLWVlZflFvICQkBBaLxWuxUm6qnJwclJWVzXvxCQ0NnbObl6+g3q/FMjk5iebmZmRmZqKwsJCesDGZNOh0OjQ3NyMhIQFisZibcPiYgYEBdHV1oby83CudFykBxVbsvfDCC/HJJ594/LXZjsViQXNzM3g8HoRCIYKDg/Hiiy8CALZv3w4AuOWWW+jtqVV8rVaLDRs2ALCmUjIlJCQEWq0W119/vdNiFZvwVLrm5OQkpFIpxGIx7TpwBibC2cx/tgtIzjQVcNRdcyZLIV2TJEm0t7fDaDSioqIiIMQ5NmMwGNDQ0ECnbnMAQqEQJ06cYLzfXXfdhSeffHJRr93f3w+NRoOqqiqXj1FaWoovvvgCV155Jd58803s3LnTYRo5x/wQBAGJRIKSkhLGZS3+9a9/oaGhgZFQ6inOP/98nH/++QCsYuzRo0cdbrd//37s37/fi5FxeAvuOusc7FdN/AzbwbDJZIJcLofZbKadQj09PawrDu4IyinkabHKWTfVzNjYZqFerLOKWtEeGRlBVVUVIiIiGHf6I0kSg4OD6Orqoguxc/gOyiFnMplQW1vrFeE3OjoaUVFRCA8PR3x8PMbGxgD8uMIdyOh0OjQ1NUEgEHil5sPw8DAqKiqQnJxs9zjbzl2+YmRkBAqFAkKhkLFrhG2uM0+mazoS1Ji6zpwRv0ZGRkCSJAQCAUZGRpwW1LhUBvdjMpnQ0NCAoqIixrV42E5WVpZdDZ6FsK0ryJRXXnkFTz31FA4dOoRDhw653EVtYmICvb29Lnf+s4USuy644IJFHSeQ6ejoQHJyMuN6v0NDQ7j33nvx6aefsuLawcHB4RycWOUmZrqpBgcHoVQqkZ+fbzdRDAsL84vJCtVxzxnxyFWYuKkcxcYmFjOA0Wq1aGpqQlJSEsRiMQAwFqpMJhNkMhlCQkK8Joz4Era3fdZqtZBIJODz+RAIBF6dzGVkZKC/vx+AdbWO6my3ZcsW/OMf//BaHGxifHwcLS0tKC0tXZSIS+1bW1uL77//ft5tqRVTAG5xXS4lent7MTg4CLFY7HcFo2fCNuHMle6a1PkiJSUFOp2OcXfNuZiZRrlYR1kgpGtaLBacOXMGy5cvR1JSkq/DcZnx8XH69tq1a/Hxxx/T9ysqKhgfb+vWrfTtqKioWc87GhNcd911ALCocz7VtVskEi3qN/7ggw8C+LFGZXh4OAYGBlw+XqAyNjYGtVoNkUjEaD+LxYJbbrkFjzzyCDIzMz0UHQcHhydY2jNaL0ANDE0mE0iSpFvaRkZGoq6ubtZAnI1CiyM8Gacrbipb2FizyhVIkkRfXx+6u7tRWlqKuLg4l4qoq1QquhD7smXLPBgxu2CrYDU0NASlUonS0lKvr4pHRkZiamoKKSkp9GMznT0JCQmzCmqz8X10Fz09PRgcHIRIJPKo+O6IlJQUBAUFITU11auvy1YoB+n09PSiJ38cs2GarkmSJKRSKeLj41FQUOB2ocff0zXdIagxgSAINDQ0QCAQLJlzBtUhFwC9iFZRUcFYbKDIyclBY2Mjff/nP//5rAYXAOj0bluefPJJ3HXXXU6/ltlsRmNjI8rKyhZ97bj//vtx3333ob6+Hrm5uejr68Nf/vIXdHd3Izs7e1HHDhQMBgNaW1tRU1PD+Ld14MABFBcX4+KLL/ZQdBwczPH3xRVvwYlVi4AkSZhMJnoQ1d3djYGBAZSUlMy5IuYvYpWnBCFX3VTeiM2bGI1GSCQShIeH03WlmApVVNF+auLn7Yk4hz0EQaCtrQ06nc5njpGSkhJ89913yMzMxNjY2Jz1HIKDgxEXFweSJKHT6ZCUlASVSuXlaD0LQRCQy+WwWCyoqalZtDCSmZmJiYmJeZ0ktuTn50OhUND3165dSxcYDkQIgqDdn1VVVdwgzccQBIHm5mZERUUhLy/PI58H21xnjhoAsCVdMygoCGq1GhEREZiYmIBarXbaXeYP6ZrnnXce9uzZA5IkcezYMaf3y8jIoF2qAoEAwI+1BP/4xz/Oud/u3buxd+9el/9mkiTR1NSEnJwcu0Wn8vJyAEBzc7NLx6W44IILkJCQQDufOeaH6sRYVFTEuCvmqVOn8Pe//x3Hjh3jrjscHH4IJ1a5ADUooUSnqakpyGQyJCcnY+XKlfMOzPxFrHJ3nGazGa2trfREfjHCCpvFKoIgFlzVHh4eRltbGwoLC5GcnOySm2p6ehpSqRTLli1DYWHhkrkAs9UttRA6nQ4SiQRpaWkoKiryyedx4MABDA8P2z0WGhqK7Oxsu7ofaWlpsFgsdJOCiIgI6PV6r8bqaYxGI5qampCcnIycnBy3fR5SqRRXXHGF0wWPeTzeLGdbIGI2m9HU1ITExES3fh4crkEQBJqamhAXF4fly5f7OhyvwDbhzFbUouobLlu2DHw+f0FH2XzdNdmSrnn22Wfj3HPPpZ1VtqJMUVHRot6/0tJSh487Gj80NjZi9erV6OvrY1RkvbW1FXFxcW6t9/jQQw/Z3a+rq3PbsZc6SqUS8fHxjK+nU1NTuO222/Dmm29yC7ocrIMbCzkHJ1YxZKY9XaFQYGJiwulOX/4iVoWGhrotTls3VWlp6aJ/nGwVq0JDQ2GxWOYUq6j0R4PBgNraWoSEhDAWqkiSRE9PDwYGBlBWVuaV7nLegkmXnb179+Lvf/87vvjiC7pLm68YGRlBe3v7oushuQuhUEgXkp2ZXnDZZZfRt0NCQrBp0yYMDQ0tmD7jT0xNTaG5uRkFBQV26ZCLZe3atTh8+DAOHz6M66+/3ql9BAIB4uLi0NDQ4LY4/A2qq1lWVhb4fL6vwwl4CIJAY2MjkpKSuPQjH2GbrkmSJJRKJSIjI3228LSYdE2z2TxvUwHAmg4tkUhmve4333zjMJ6ZwtfVV1+N4uJiTE9P44UXXgAAfPTRR3b7PPvsswCs3Xep/XJycgBYFxmmpqZw8803Q6fTLZiu2dvbC4PBMKeo9stf/pLBu8uxWFQqFVQqFWpqahjtR5Ik7rzzTtx2220oKSnxUHQcHByehhOrnGRmAXWqTpBAIEBdXZ3TA4yQkBC/KLYbFha2aLeFO91UtrBViaZENEfpXxMTE5BKpfSEjVrldLa2CGCd9DU3NyM6OpoWuwKRkydPAgAuvfRSSKVSn4lVlFg9PT0NsVjMuIWyr6ioqGCl2OsOqHphlZWViI6O9tjrfPHFF05v++c//xkrV67062LJrqLRaNDU1ISioqKA/PvZhsViQUNDA1JTU5GVleXrcDhg7WxmsVjcspDnKt5wndXU1EAqldo9FhYWRjeVoZgvXdORo/XJJ5/EO++8g7y8PJw6dQoGg4He/8yZMyAIAn19fbOOOZfrjHIdR0ZG4ttvv53lMKNobm5m3AzAH9I12YbRaIRcLodIJGI0XgaAN998EwRB0IX2OTjYBPdbdx5OrHICWzeVyWSCXC6H2Wx2SYDxly/mYp1V7nZT+QOOHF+UoKFSqVBdXQ0ej8e40x9gTR1UKBQoKioK6LQiSoDYu3evT+PQ6/WQSCRITk6GUChk1fc7KSkJvb29KC0tdbq+EmDtVnT//fd7MDLPQZIkFAoFpqamsH79+kW1O3eWRx55BPfee69T23777bc+/856m4mJCchkMlRUVPjUAeqvqcXuxmw2o6GhAenp6Vw3LJbQ3d0NjUaDyspKVl1D3IlUKsUPP/xg95her8fKlStnCVWAc8LZ9u3bAQC33XYbAOu5BgDWrFmzqFg1Gg0aGxtxzjnn0GO1meLWf//7X7z33nvIyspaEumabO6uSZIk7ZJmOtdqb2/Hc889h2PHjjEWuTg4ONgFJ1bNw0w31eDgIJRKJfLz87Fs2bIlO7gArCterrgvPOWmcgQl+rCFma656elpSCQSpKamQiwW0wMfJhdO6v00mUx+5d7xFFlZWejp6aHvl5WVeT2GsbExtLa2ori4mFVukcTERFRWVtq19Q4KCkJsbOws8SYxMdGutThbSEtLm1V3ayHMZjMkEgmio6MhFAo9FJmVjIwM9Pf3M9onMjISOp0On3zyCX772996KDJ2MTw8DKVS6fPGD+np6YiPj3fpc1tKmM1mnDlzBpmZmVwqJkvo7+/H2NgYqqurWTWO8SS7du1a9DGOHj3qhkhmYzKZ0NTUhIqKCrqAt6PumlTtrbi4OI/EMR+eTNec6998uNNR5uhfX18fIiIikJSUxGi8bzAYsHv3brzwwgusKM3AwcGxODixygHUKonZbAZJktDr9ZDJZODxeKirq1t0l6/g4GBYLBZWp3G5UltrbGwMcrkc2dnZHndTUd3z2PQeUs4qqq5Ub28vysvLERMTQ9eyYvKeTE5OQiaTITs7G3w+f0kOaG+66SYQBMEo5XTz5s04evQo1q1b58HIZkO5d9RqNWpqahh3pPE0tuLT2rVr6W5FVVVV807UU1JSaIHIl+6qtLQ0xvtotVo0NTXRvxFvUFtbi8HBQcjlcqe2r66uplf+A4Genh4MDw+jpqbGJx0xKaiuXYGOyWTCmTNnkJ2djWXLlvk6HA5Yxdz+/n6XUps43A/VcCAvL29BF2hcXJzP0srY2CTA2Y6atv+c6a5pMBgwPT2N2NhYnDp1yqHr7Pvvv8fBgwdBkiRCQkLA4/HoEiYkSeK5557DSy+9BB6PR/+LiIiwu8/j8ZCXl4e1a9f66J3kCGSW4rzOE3Bi1QxIkoTJZKIdMt3d3ejv70dJSYnbXBSUEMSGC85cMClibuumqqmp8cpKOhUfm97D0NBQ6HQ6nDp1CpGRkaitrUVQUBAIgmAkVBEEgc7OToyNjaGqqsrOKbOUSUlJcWtBbHdiMBggkUiQkJAAkUjEygtMYWEh+vr6aGFq5cqVSEhI8EpKnLtg0pmMqhtYVlZm11ocAGJiYjzyd9fV1aG3txcAGKVYBgIkSaK9vR06nY41k3CBQACtVouJiQnceOONeOmll3wdklcxGo04c+YMli9fjtTUVF+HwwHrol5nZydEIhGrxi+eIicnhy50zkZIkoRcLkdSUpJLCyaBiiPXmbswmUz4/vvvUV9fj8jIyDm3q6+vx6233kqXaNHpdDh69Chef/11HDhwAGazGQaDAQaDAXq9nr498/7U1JTb/wYODg73wYlV/4NaIaDcRFNTU5DJZEhKSsLKlSvdOqigxCo2t1F1VqzyVW0qKj42uVu0Wi16enpQXl6OpKQkxp3+qGM0NzcjKSkJYrGYFRM+T5KZmYmenh7U1tYCAD788ENcc801eO211xxu39PTQ3cNzMrK8kpxdUoUYXu9sLS0NLoLYFVVFdRqtd3ziYmJ8wo433//Pf05AMAf/vAHANbfGlUbBADtvHrwwQfdFvuWLVtQWVkJkiRx9tln4+uvv55zW8q5ODQ05BOHW3BwMNLT02EwGPDMM8/g9ttvd2q/hIQE7NmzBwcOHPBwhN6HIAhIpVKEh4ezpv6O7fdiKXVNdRaDwYAzZ84gPz+ftYsAgcbExATa2tp87jrk+JGenh5YLBZWC2qBBFWnKi8vb16hypbg4GDweDyMj4/jd7/7HT799FNkZGR4OFIOjsXDhrGSP8CJVbAvoE4VxJ6YmEB5eblHBrmupNh5m4V+QJSbSqvVoqamxumLirtg4vzyNCaTCTKZDBqNBllZWUhMTGQsVJEkiYGBAXR3d6OkpCSg8uzT09Pp2wu5F3fv3o3e3l5s3brV02HRLcXHx8d9XnuHCSKRyGHH0fPOOw/Hjx93KFhRdZUoXnzxRbsabC+99BKmp6fp++58L2699Va7+5mZmfh//+//4fnnn5+1LUEQkMlkAOBTMTc7O5uuXTIX69evR3JyMh5//HG7x1988UXs3r3bk+F5FbPZjMbGRqSkpCA7O9vX4dDEx8fTBYMDTRjQ6/U4c+YM14WRRUxNTaGlpQXV1dUBX3uSLYyOjtIpy9ykkR309PQgIiKCccqyxWLBzTffjEcffZQTqjg4lhgBLVbNLKCuUqnQ2tqKzMxM1NXVeezi5Q9i1XywodPfYrsVuguVSgWZTIbc3FykpaWhpaUFIyMj9CTJmX8kSWJwcBAhISHIycmB2WyGSqUKiBbHycnJiI6OxuTkpNP7CAQCD0ZkxWg0QiKRIDY2ljUpTfMxs35SSEgI+Hy+nQBFkZ2djaCgIPziF7/AwYMHcdddd0Emk+HgwYMAgJdffnnO1yFJErGxsW7rJvbnP/8ZycnJCA4Oxvj4OF27zJFbymAwoKmpCWlpacjKyprzu19fX49vvvnGLfE5wnYg7EgUXAiVSjXv81THS3/oYKfX69HY2IicnBzW1UOKjo6GWq1GdHQ0/Z4uVShBSqVSQafToaGhAevWrfOL71AgoNVqIZFIUFVV5fWFPQ7HTE9Po729HTU1Nay/vgcKarUag4ODDrtELsRzzz2H8vJyXHTRRR6IjIPDM/j7HM5bBKxYZeumMplMaG1thdFohEgk8vhgwp/EKtsOHL52U9niardCd0EQBNra2qBWqyESiRAeHk6nMDEpNkldnCnRRqfTQaPRLLpTi7vaGTNpe3z69GmIRCLG72VmZibMZrNTE6sXXngBN998M+rr67F582ZotVrGr7cQExMTkMlkKCgo8Js6L5QzqrKyEgRBIDc3FwqFgharNm3aZOeooroy3XHHHXMek8fj4YILLsCRI0cAWCf/PB7PozWwiouLHRYuV6vVaG5udjoV8+qrr/ZEeDRUYdb5sI2TckqmpKQsGeGE6nZaXFyMxMREX4djxz333AODwYDly5djaGgIUVFRAVEfqLS0FC+//DJKS0t9HQrH/6AE3YqKiiXz2/d3qMWoiooKzuXGEsxmM6RSKSorKxmfq3/44Qd8+OGHOHbsGDf55+BYggScWDXTTTU0NISOjg7k5eUhPT3dKye6sLAwGAwGj7/OYqFS7cLCwrza6Y9JbL5gamoKEokE6enpEIlEdFcUJqtzFosF7e3t0Gg0qKurc3uK2WJbHDPdZ82aNQDg0NEyn8hVXV0NnU6Hs846C//85z8BAD/96U/R29vrcPuJiQk88MADCA4OxujoqFvdZiRJoqurCyMjIxAKhX69Ap6amgqFQgGxWIzjx4/Tj//iF7+gO/8BP3bVJEkSkZGRuPrqqxESEkLX8AOAVatWobu7G1NTUzCbzW4VJtLS0pCYmIgvv/ySPu7ZZ58NPp+PI0eO4OKLL8bg4CC6urpQXV3NimYDVVVVyMzMxLFjxxbcNi8vD4DV7QWATkf7+9//jksvvdRjMXqa8fFxyOVyVFRUICYmxun9vOkay83NhdFoREpKCqMY/Y1Vq1YhJiaGXgArKytDXFycj6PiAKyiSENDA0pKSgKybhobIQgCjY2NKCgoWNLnBX+CJElIpVLk5OQwFnTVajVuu+02vPXWW16pX9nT04NrrrkGg4ODCA4Oxk033YTbb78dKpUKV155JTo7O5Gbm4u3336bHtM8+uijOHjwIEJCQvDss89i48aNHo+Tg2MpETBiFTX5MpvNIEkSer0eMpkMPB4PdXV1Xq1pERYW5hcduqgWsG1tbdBqtV5xnTmLL9IASZJEZ2cnBgcHUV5ejqioKNp5xkQgmZqaglQqBZ/PR1FRkUeEP1+1OE5MTERxcTF9nxLy5hK5xsbG7PbftWsX7Q5yRTRz1W0GWCfgYWFhSE5Opgcii3WbeYuSkhK7ouSuvLZtGpej/WNjY5GcnIyuri63F6MtLi5GUFAQ3ckQsH532traoNFoIBaLERrq3OWqsLAQAPD111/j7LPPdkt8o6Ojsx578803fYH0NAAAIABJREFU8dBDD825T2JiIgoKChi9zhdffIHzzz+fFrfYyNDQELq6uiAUCllbx42KKy4uDuPj4z6OxrPo9XoIBAJoNBqEh4dzQhVLMJvNdIH7QKpByWZIkoRMJkNaWhrXdIBF9PX1ITQ0FHw+n9F+JEli7969uOOOO+zGnZ4kNDQUTz75JGpqajA1NQWxWIwNGzbglVdewbp167Bv3z489thjeOyxx/D4449DKpXi0KFDaG5uRn9/P9avX4/W1taAcPpyLIyvjR/+QkCIVSRJwmQy0U6B7u5u9Pf3o7i42CfdvfwlDdBisdBtr9ngprIlNDTUYT0eT6HT6egaRlTHNKZCFUmS6O7uxtDQEMrLy/1uVS86OnpBR8TMtLyF2huvWrWKvl1RUbH4IOdhLtFMrVajo6MDGRkZiI+Pd5vbjCRJ+rXXrVuHo0eP0vfdmYLpqIaXbfHv1atX4z//+c+i3rvs7GxkZGSgra3NrUKVSCRCUFAQhoaG8N133806H1dXV0Oj0Tj9Gzt06BAAYPny5W6LEbCm711zzTX47LPP7B5fv379nPusWLECAGb9TTweb96BKpuFqq6uLoyNjaGmpsZp8dAXJCcn27Ukj4mJ8YsFosUQGRmJ2NhY3HLLLXN2U3UFZ877HPZYLBY0NDQgJyeHE0VYRFdXF4KCgpCVleXrUDj+x/T0NPr6+uw6ETvLG2+8geDgYFx77bUeiMwxfD6fFtViY2NRWlqKvr4+fPDBB7Tb+tprr8X555+Pxx9/HB988AF27twJHo+H5cuXo6CgACdPnsRZZ53ltZg5OPwd9o423QDlpqKEoenpachkMiQmJmLlypU+U7bZLlZRtak0Gg0KCwtZ2VnDm86q/v5+KJVKuksf005/gHX1WyqVIiYmBrW1tX5X0JOa/GdmZqKvr2/W85Tzjs3MdJuRJImenh4MDg5CJBJ5LMWMsrVTIsRCbjOmKZrDw8MgCAKhoaF0Wp9EInHoFm1oaJh39bKjo4N2JtmSmZlpJ74BwMDAgMtus+joaJAkidLSUrS0tACwijtfffUVAOsgkHLJeUskZzIpp+qcnHXWWQvus3PnTvT39yM8PBzDw8MoLCz0u8k/SZJobW2FyWSCUCh02/mL+h4sVHuOqWAyV8oVlVrqDdyR8hgdHY309HQoFAqHz09OTiI+Ph5TU1PIycmxS4PZtWsX0tLSoNFoFhUD59RiBpVmlp6ezrqmA4HM8PAwxsbG6AUSDt9jsVjQ3NyM8vJyxvOxtrY2/OlPf/JpnarOzk6cPn0aK1euxNDQED224vP5dLmFvr4+uwUogUDgcAzNEXgshSZZ3mLJilW2BdQJgkBHRwdUKhXKy8t9XjuAzWKVSqVCS0sLsrOzERYWxlqramhoqEuduJhgNBohlUoRHBxMd4d0Raii6qIVFxdzbcRZgslkglQqBY/H87p4uJDbzJ0MDg669XiUGAZYfx+uuM3WrVtnd8ySkhIMDQ0BsO/kl5WVhZMnTzISw3bs2IHjx4/TBaanp6c90klzYGAA+/fvx8MPP+zS/lu2bHH5tb0NJX5GRkaivLx8Ue/bTNFEo9E43SRh1apV+PLLL53aVq/XIykpCSEhIUhISEBkZCTtsvIGN954IxITExedghgfHz/ncxMTE2hpaUFhYSFOnTpFP26bCp2YmLho93hdXd2i9g8kSJJEc3MzEhMT3dYxlWPxTE1NoaOjA2Kx2O8WCpcyLS0tEAgEjLMMDAYDdu/ejRdffHHec6QnmZ6exvbt2/H000/PK+jPXOQDuNQvDg6mLDmxamYBdaoQbEZGBlauXMmKk4Qvi4PPhW2nP6o2VVdXF2tFNU8LfqOjo5DL5cjLy0NaWho9AWAy0DGbzZDL5bBYLKitrfVqXTRPkpeXh46ODl+HAcC1FBW1Wg2pVIrc3Fykp6d7KDL2sXPnTjpNzlkcDbQoXEkHLCoqom/bihRisRjd3d0YGRnBjTfeiNDQUJfcZmq1Gnv37qXvd3Z2Mqpt9s033yxY28yW/fv3Y3h4GAaDYcF9qqqq6L/bZDI5rG22YcMGbNiwgfH76ilMJhMaGxuRlpbms9SZu+66CxdccIHDumELkZWVhZ6eHgiFQtTV1XkldTEzM5NuvZ6YmIhLLrkEH3zwwaztFjp3RUdHY+PGjVCr1bOeU6lUaG1thVAohFwuh1KpRFxcHNLS0uwKFC9fvhzZ2dmLSuVzFDsAREVFeaQbq79CkiRaWloQGRmJ3NxcX4fD8T8MBgMkEgmqqqqWzBhsKdDf3w+SJBlnbpAkiQceeADbtm3zmZBuMpmwfft2/PSnP8Vll10GwFrzc2BgAHw+HwMDA0hLSwNgdVL19PTQ+/b29rIyW4XDN7BBk/AHlpRYRRAEjEYjLVi1trbCYDCwqjA4YBU85psEehvKTZWVlWVXm4rNXQs9JfhZLBY6BZIq6uyKm4pa9c7Ozgafz18SJyR/q7E1k+joaMjlcvT396OystJrbcTZnPI1OTnpc6epxWKBTCZDcHCwz1e+6+vr50zR7OrqcriPxWKhHWcz0zRzc3ORm5trVzj+4osvxpdffumwttlM3FnbzJkUTdvzlF6vR0NDA5YvX04PvF2luroagDUN1RVycnIYfU/z8vIQFBSEjo4OnH322SBJEhEREV5Zhc/Ly8OyZctQU1OD1NRUhyJbeXn5vBOtzZs3A7DWSvvss8/ouKOjo9HU1IT29naIRCJ89NFHGB8fpyc/cXFxdo7j1atXo7Oz06V6MPMRFRVFf1fYfH7zJgqFAkFBQcjPz/d1KBz/w2KxoLGxEcXFxV673nMsjEajQXd3N2praxmPjb/44gvI5XI89dRTHopufkiSxM9+9jOUlpbizjvvpB/funUrXn31Vezbtw+vvvoqLrnkEvrxn/zkJ7jzzjvR39+PtrY2zq3KwVrGxsbw/vvv46OPPkJTUxP6+voQHh6OyspKXH/99bj++ut9MkZfEmIVSZIwGAz0oJ9Ku8rLy0N6evqSEAo8gSM3lS2hoaGsHYh6QqyanJxEc3MzMjMzUVhYSNcWYvLDJAgCSqUS4+PjqK6uZpVIulj4fD5GRkaQnp6Oc845BydOnPB1SACsneTkcvm821DfFbVaDbFYTKe3LvXiwZRz7MorrwQA/OxnP3O4XVFRES699NIFj7dY0YKCch7o9Xo0NTUhPT3d50Vvqe/BXJ00y8rK8MYbbzA+bk1NDWpqauj7Wq2Wdt7Mh7trmzHppEkQBHQ6HSIiItDR0QGlUjlL3DrrrLPw3XffLSiCUW46qkYc006afD4fvb29SE1Ndfo9Ly4uhl6vp923CQkJiIuLY7xIVFJSQtdUc5a6ujqo1WoIhUL09fVh7dq1ds+/8847yMnJoVNf5yIrKwtvvPHGLDeYQqGgj/n666/Tj+fl5SEnJwcGgwG7du2iY8nPz4dcLsevfvUrPPHEE4z+lrm45pprIJVKUVZW5pbj+TudnZ3Q6/WLTpPlcB8kSdJdl7nyC+zBtk4VU6fr4OAg7rvvPnz++ec+K1Fy4sQJvP7666isrIRQKAQAPPLII9i3bx927NiBgwcPIjs7G4cPHwZgXZjYsWMHysrKEBoaigMHDrC2vAoHx+HDh3HLLbeAz+djzZo1yM7OxtDQEN577z38/Oc/xyeffILDhw97/Trn12IVVUDdbDbj66+/hkgkgkwmQ3h4OFasWEEXwWUrVDc5XzCXm8oWNtfWcqc7jSRJdHR0YGRkBFVVVYiIiGDc6Q+wTkKbm5uRkpICsVi8pAatRUVFC06u2Mr09DQkEgkAaxHvmeLUXEXjOTwDVculqqoKL774IlfLbQ68WdvMFirFrL6+nnYjOBLNRkZGkJ2dvaAA9sorr6C7u5s+NtNOmhERESgtLcXY2BiioqJw7NixeYUuaqEBsAo4gHW1kCIqKgrd3d0LCma//vWvXXr/nnzySbz//vs4ffr0nNvccMMNkMlkCAoKmnUdi42NxebNm1FeXo6enh6sXbsWTU1NWLlyJZqbm7F//34AVqdrdXU1wsLC0NjYCMBa4yo0NBS5ubno7Oyku1UqFApMTEy49PfMxfj4OIqKiiASieb9W5c6vb29mJiYQFVV1ZK65vs7SqUS4eHhDrvlcviO1tZW8Pl8xo5ui8WC3bt34/HHH5+3SYynOffcc+ece9h2fLZl//799Hmbg8MWtl0zioqK8OGHH2Lz5s12Y89HHnkEdXV1ePfdd/Hee+9h+/btXo3Lb8UqkiTpAr+ANYf49OnTKCkpWXRBUW9ACUHeFtQWclPZwsbaWu5Gq9WiqakJSUlJtNuBqVBFkiT6+/vR09OD0tJSnxV89CaJiYm45ZZb8Kc//clnMVxwwQX07c2bN+Ojjz6atQ31uSiVSm+GxuEkQqFwSbkP/Z2BgQH09PRAJBLZdZaby222EFFRUXTB/JMnT6Kuro5xnSPbTkoajQa1tbXzCl2xsbEIDQ2FwWCwc07GxMTQRdYnJiacdplR8c9kodpmCQkJtAhu60wrKChAVlYWrrnmGnR1ddnt9/7779vVdTt69Cheeukl1NfX087Dzz77DMePH3fYPCE8PBwkSeKee+6xe/zee+8FALooMbC4mlMvvPAC3T3Vldp1S4XBwUEMDQ25tUMmx+IZGhrC5OQk7XzhYAdDQ0MwGo0uCYjPPvssqqqqcOGFF3ogMg4ODgCznOAU6enpuPnmm7F//34cO3aME6sWgnJTUY6f6elpeoXSk+3n3Y0vxCpn3FS2sNlZtVhIkkRfXx+6u7tRWlqKuLg4l2pTGY1GyGQyhIWFYcWKFUva3puUlISkpCT6N8aGemb19fXo7e2dVTjVYrGgpaUFJEmitrYW//jHP+jnysrKIJVKsW3bNm4w62M4oYodkCSJzs5OTExMoKamxm2FyLVaLa644gq7+4vBGbeZVqudtxObVqtFQUHBgq+1evVquuagI0FmvhRNgUAAgiBw9913A7AKQ9RzycnJmJ6ehkAgwPj4OL7++mv6uZdffhmrVq2yE6JWr14NtVpN1z2rrKzEpk2bcOTIEYfXm7y8PERFRc3qpCkUCrFnzx50dna6pbaZVqvFPffcg7fffnvB93IpMjo6Sgu7S/m6729MTk6is7Nzybnb/R2tVgulUunS5/Ldd9/ho48+wr///W/uM+VYUvjT95maZ3mjUc1M/EqsIggCJpOJHtgplUqMjY2hrKwMSqVyzg5PbMSbQpDZbEZbWxs0Gg2jYvNsd1YFBQWBIAjGK5pGoxESiQQ8Hg8rVqwAAJeEqrGxMbS2tiI/P99ttXzYSkxMDKanp1knXkZHR89apdNoNJBIJBAIBMjIyLD7TAPZBeBrbr75ZtTV1eHkyZO+DoXDBpIk6a6l1dXVnEPkf2i12nnrVTnjNjt48OCCr1NYWGh3f926dZiensZVV12F3t5ehIeHo7q6mn6dvXv3oqmpiXacffXVVwBAF+1NSEjA8PAwcnNz7QS07u5upKenu7W2WXZ2Nu6++27afTaf28xTTQF8wfj4OBQKBUQikU8G7hyO0ev1kEqlEAqF3OfCIgiCgEQiQWlpKeOOjJOTk7j99tvx9ttv27l9OTg4vIfZbMZrr70GANi0aZPXX99vzuZU2h9JkhgfH4dcLkdGRgZWrlyJoKAghIeHw2g0+jpMp/GWWGXrpiopKWE0uAsJCbHrLMQ2KDGNiTtteHgYbW1tKCwsRHJysksilcViQVtbG3Q6HWpqagL6Arp//348/PDDvg4DAHD77bdj37596OrqQnl5OaOaCBdddBE+/vhjD0YX2Gg0GsTHx2N6epprH84iLBYLJBIJYmJiUFxc7FerfP7ORRddhNHRUTzyyCN0mt7x48fp57u7uzE2NmYnVAHAtddei6effpqum7Jr1y66oLqvcbUhgKvCmS86aWq1WrS3t6OiogLBwcEujSE43A/V+a+kpIRz7LKMtrY2LFu2jHGJDJIksXfvXtx555126dEcHBzMGRkZsesMfNNNN+Gmm25yat99+/ZBIpHgoosuwsaNGz0V4pz4jVhFuWhkMhn0ej2EQqFdyp+/pax5Ol5X3VS2sH3wxUSsMpvNkMvlMBgMqK2tRUhIiEuDzKmpKUilUmRkZCz5yV12djbGxsZw//332z3O5/MxMDCAxMREH0U2G8oxRZ2M51pVTUhIQHV1NX2fmmxweI6RkREoFAoA1u+O2WxGU1MTAOD3v/89nSrF4V2MRiMaGhqQkZExb9och2d4+umn53yus7MTk5OTDp1uQqHQbc1F3I2rtc3cjac6aRqNRoyPjyMuLg7t7e0O3WYzCRS3mS8hSZJ2U7NpXMJhXSDWarUuiU1//etfERYWhquvvtoDkXFw+B5vnq9TU1Px/fffM97v2WefxZNPPomSkhK7DsTexG/EKsBapDQpKQl8Pn/WBxwWFsY5q/7HYtxU/oSzaYoTExOQSqXIysoCn8+nB/pM0l1IkkRXVxeGh4dRXl6OmJgYl+P2Z3JzcxEfH4/4+HiQJOlTl0xGRgadQhMSEoKBgQFUVlbO+X3/2c9+5vBEXVhYiOHhYY/GGohQdZBUKhVqamrw/vvvAwDOO+88WqwCOMHKF+h0OjQ0NCA/Px+pqam+DofDho6ODkxPT6OyspJLyXQRT3TS1Ol0OHPmDFasWMHo+h8IbrP5apt5A4VCgaioKGRkZHjl9TicQ6fTQaFQuFSnSi6X44UXXsB//vOfJTuH4eBgOwcOHMDtt9+OsrIyHD161Gedu/1KrCouLp4zLS08PBw6nc7LEblOWFgY9Hq9W4/pDjfVTFytC+UNFhKrCIKAQqGASqVCdXU1eDwe405/gLUOQnNzM+Li4lBbW8vK98JT2HbWnDlAp9Ls3n77bezYscOrcVFkZGTQhYfz8vIYfa4rVqzAJ598AgBLvuaYt7FYLJBKpQgLC4NIJKJz3SmysrLozw0AXnrpJdx4443eDjMgUavVaG5uRllZWUB0LvUXSJKEQqGAwWCYV3Tn8D4GgwENDQ0oKytjvFC11N1mztQ2m4k73Wbj4+OYmJhAUVERNBoN5zZjCQRBoLm5GSUlJYwbSRkMBtx8883485//zKicAweHP8H29PGnn34ae/fuRUVFBY4ePerTeZJfiVXzERYWhsnJSV+H4TTudlZ5yk3lSl0obzGfWDU9PQ2JRILU1FSIxWJ6oMb05DA0NASlUomioiKfKcq+4txzz4VMJgOfz6cfy8rKolvBx8fHY3JyEr29vV6PjSAInHfeeUhNTaVFj9zc3AX3s00BpCgvL0deXp7D7aOjo+m/l8M59Ho9GhsbkZGRYVf8Pjo6GlNTUwCA9evX+13q9lJgdHQU7e3tqK6u9pvOuYEASZJoa2uD2WxGWVkZqwewgYbJZEJDQwOKior8Wtz1hNvMVdzlNtNqtVCpVEhJSUFPTw/nNmMRCoUCycnJjNMySZLE/fffj8svv5xugMTBweFdHn/8cezbtw9CoRBffPEFUlJSfBqPX4lV853kw8PD/Wri466JGuWmmp6edpubyhYqTjaKVY7eQ5Ik0dPTg97eXjpdz5XaVGazGS0tLSBJEmKxOOCLQldUVEAikQAAamtr7dLpvJ0SqdPp6FiYsnbtWrS2tjq1bXR09Kz7nHA1PxMTE5DJZCgtLUVCQgL9eFhYGNLS0mixKjo6GuHh4RgfH/dVqAFHf38/+vr6UFNTw8rzeaBCdWMEgNLS0oCZzPoDFosFDQ0NyM3NDbjFKk/iDrcZlZa5cuVKREREuHSMpeo283Vts9HRUUxNTUEkEjHe97PPPkN7ezueeeYZD0TGwcEu2Hi9f+ihh3D//fdDLBbj888/Z8W1b8mIVYFYs8obtamcrQvlC2bGRqXrRUVFoba2lk5hZCpUUd0mc3Jy7FxFgcgbb7zhsM7Tli1bcOrUKa+vNFPFutetW4edO3di27ZtuOSSS3DkyBFGx3n66adx3XXX2YmQP/zwA8Ri8bz7cYLV3PT19aGvrw9CoXCWaE6JI6WlpZDJZHM62TjcD0mSUCqVUKvVqKmp8Xk6EsePkCQJmUyG0NBQFBYWsnLgGqgQBIGGhgZkZmZyaeIsw2w2o7GxEWVlZS4LVcDSdJv5uraZxWJBZ2cnCgoKMD4+7nAbvV4PgiAQGRkJHo9Hv/+Dg4N44IEH8Pnnn7PiM+HgCDReffVV3H///QgJCcGqVavw7LPPztomNzcX1113nVfj8iuxaj4CyVllsVjQ2trqMTeVLWxO1QkNDYXBYABgvcgpFAo6Xc8VkYogCHR0dGBiYgLV1dUB3/64vLycvp2fn4+cnBx0dXXRj2VmZqKvr8/OQeMpCIJAe3s7NBoNampq6McvvvhiAFbn10KsWrUKgFVw2r9/P3bs2AGxWEy7e9Rqtd32Tz31lLvCX9IQBIHW1lYYjUaIxeIFxZCamhpMTEzMevy7777jbP9uhiAItLS0ICgoCFVVVdwEgEUQBAGpVIqIiAjk5+dzQhWLIEkSTU1NSElJCfgFK7ZBfTY5OTl+nZY5k6VQ28xkMqGnpwdJSUnQaDSYmppyuN0//vEPfPrppzAajfT8giRJaLVaREVFYfPmzQCsohmPxwOPx0NERMSs/xMTE/HII4/48u3i4FhSKJVKAFadYa6Oxeeddx4nVs3HfIO5kJCQeS22bMPVeL3d6Y/tziqj0YjGxkYQBIHa2lr6fWUqVGk0GjQ3N9M1rriJA7Bt2zYAQGVlJRQKBdRqNUpLS+228UbLe71eD4lEguTkZAiFQgQFBeGJJ57AqVOnnD7G//3f/+G9994DYD3R2rJ9+3a8++67IEkSUVFR0Gq1Do9B1Tzj+BGj0YimpiYkJSWhuLh4wfcnMjISAoGAFqtiY2ORnZ3tk7pnSx2LxYLGxkYkJCQgNzeX++6yCIIgIJFIEBsbi+XLl/s6HA4bSJKEVCqlz00c7KK1tRVxcXFIT0/3dShLksW4zRQKBdLT01FQUDDvdkKhEPfdd5/dY08++STUajWeeOIJ+lplsVhgMBhgMBig1+tn3Z6r4RYHh7/AtnHZAw88gAceeMDXYczCr8SqQMabbipb2Oys0mq16O/vR0lJCdLT02nxj8lFliRJ9PX1obe3F2VlZYiLi/NUuH5JeHg47V4DgNTUVIyMjACwdt/r6OjwaM2q0dFRtLW1oaSkZFahzjfffBNBQUFOpeWFhITgiiuusHtsw4YNaG5uBmAVrADYCVW7d++2216r1XIpgDZQTQzy8/ORmprq1D6Tk5MQCARISEiAVqtFd3e3U4XxOZhhNBrpFCaunTu7IAgCjY2NSExMRE5Ojq/D4bCBJEm0trYiNDSUExFZSG9vLwwGA4qKinwdCscMVCoVxsfH7ZzvzvLtt9/i008/xb///W+7yXtISAiioqK4ZiAcHAHOkhOr/M394Ey84+PjkMlkEAgEXnFT2RIWFgadTue113MGgiDQ1taG8fFxJCQkYNmyZS65qYxGI6RSKXg8HlasWOFz+zWbmZiYcCgClpeXQ61W47///S/OOusst70e1cZdrVZDLBbPKgi9Z8+eOT/r+dxRAHD11VdzAskiGR4eRkdHByoqKhYUK/V6vcPH161bh46ODmRkZPiVK5btaLVaNDY2orCwEMnJyb4Oh8MGyu2WkpKCrKwsX4fDMQOlUsl1ZGQpKpUKAwMDqKmp4T4blmE0GiGXyyESiRg7siYmJnDHHXfgnXfe4Rp/cAQc3LnMOfxKrFroQ2Vz5zpHhISEwGKxIDTU8cfgKzeVLWxLA5yamoJEIkF6ejqqqqrw3//+FydPnkRwcDBCQkLovP+FikBqNBqMjIwgPT0dCQkJdoUgbY8z83iBdGKJjo6ma0LU1tYiNTUVLS0ts7YTCARuFfoMBgMkEgkSEhIgEonmfc+pOgcUzqzAUSvmx48fX3ywAQZVrHtiYsKlLplr1qzB8PCw3WO25zXq85tPbOSYm8nJSUilUlRUVCA2NtbX4XDYQHWWS0tLg0Ag8HU4HDPo7u7G1NQUqqqqAuo67w9otVrI5XKuQQQLIUkSEokEBQUFjIvdEwSB22+/HXfffTcKCws9FCEHB4e/41diFWAVrObqYuFvYhUVryOxypduKlvYkgZIkiQ6OzsxODiI8vJyREdHgyAIrF69GgAYdU0ZGBiA0WiEQCBAUFDQnEUg3d1BxRkRjQ1thymSkpJgsVgwNjbmNYeGSqWCXC5HUVHRgq+p0WhmiRrOiBw8Hg/Aj6l/HM5hsVjQ3NwMHo8HoVDIaAV1y5YteOWVV+j7tpP15cuXY/ny5Th16hS6u7u5OjEuMjIygo6ODofdGDl8i9lsxpkzZ/D/2Tvz6DbKc40/trzvW7zKS7zHuyTHMUsaIGELFG6hLA0tcCmEUJZCWgol0FI4gVJKoVDasqShbAduuYe1NLcQLklLSUIA21psWfEuWZZ3Sdaumbl/+M7UiyxLsmTN2N/vHB/bo1lea6yZb57vfZ83Pz+flGXykOHhYYyPj3OeiAT+4HK50NHRgdraWu7eTeAPAwMDSEpK8tkKYC6vvvoq4uPj8d3vfjcEka0NhFYtRPAPcm59Y02JVTExMXA6nUhMTFzlqAKDFYLmPljMzaZqamoKe602HzKrbDYbZ0bb3NwMAIvK/nx5cDaZTFCpVBCLxSgoKAjqRYLtoEJRVFDaDi+3n6VgjTH9/fKUTZafn4+RkREAQFZW1jzvKmC2q1tnZydMJtMiP6lA3r++vj7O8yDUg9KNGzfCbDaH9BirxXJlj8HAZrNBLpdDLBYH/LC9e/duaDSaecuefPJJ7ueWlpZFmXIE39BqtRgZGYFUKvU7240QWlwuF9ra2lBYWEhMoXnI6OgohoeHAyphIoQWmqYhl8tRWlpK/ER5yPT0NMbGxiCTyfzetqurC88//zyOHDnCiwf2Q4cO4YckbC5cAAAgAElEQVQ//CEoisKNN96Ie++9N2yx/OMf/0BDQwMcDgeys7MBENGKsL4RnFjlDb5kAfnKwnj5kk01l3C+pwzDQK/Xo6+vD9XV1UhLSwvIm4rNyhobG0N9fX1IxMyVdFAJJt5aDnsTwDwJZqwoUVVVBWA206qurg7Av0vpNm/eDAD45JNPMDg4yMXBZn/5kk3GMAxGRkYQHx+P3NzceSWZnsS0YGWZjY+PB/w+84XVELOnpqbQ1dWFmpqagFqFzy0NqKqqQkNDg0cB3FvWIsEzrLebxWKBRCIhJTI8w+l0oq2tDSUlJdxDB4E/TE5Oor+/n3x2eIparUZ6ejr57PAQl8uFrq4uNDY2+j3utdvt2LNnD55//nlelKtTFIVbb70VH330EcRiMTZv3oxLLrkENTU1qxoHwzCYnJzEL3/5S0ilUnR1daGlpQV33303IiIiQNN02J8xCIRwIDixytuDaXR0NJxO5ypGszJYIYhv2VRziYqKCotYxZqfR0ZGoqWlhbtQ+ytU2Ww2qFQqpKamorm5ec1f6FlBJxgDb7vdjrS0tHnLcnJyACwut2ttbeV+ZrPMlssooygKMzMz0Gq1yMnJQUJCAtxuN5xOp1+Zaf6WZgLAli1b0NfXB41GI6jSTE+EMhNJq9VCr9dDIpH47UexFHMz9EgWVeDQNI3Ozk6IRCLis8NDnE4nvv76a5SWlgZUIkMILUajEd3d3ZBIJCQbkYcMDg6CoijSDIWHMAwDlUqF0tJSv0vOGYbBAw88gKuuuoqrlAg3J06cQHl5OUpLSwEAV199Nd59991VF6siIiKQmZmJv/71r9DpdBgZGcGePXvw97//Ha+99hoRbdcY/j7PrmcEJ1Z5IyYmZlGpEp+Jjo6G0WhEb28vr7Kp5iISiVY942F8fBxqtRqlpaXIzs7myt78FZr0ej0GBgZQVVW14jI1gu/4kmXGMAwGBgYwPj6OlpaWoAkhC4/hrYTy2muvRUZGhk+ZZr6Udy6Fv6WZ3gz+F34lJCTA6XRyoqLFYgnKNYSmaajValAURUxteYjb7UZHRwcyMjJQXFzMu/vGesfhcKCtrQ3l5eWkIyMPmZmZgUqlQlNTE/FB4iETExMYHR0lnf94ytDQEGJjYwMST/72t7+hr68PzzzzTAgiCwydTjevO6tYLMbx48fDEgtFURCJRCgoKEBBQQG++OIL3HXXXdi8eTNefvllbNu2LSxxEQjhZE2JVdHR0YLxoaEoCqOjo7BarWhubuZVNlW4YDPMLBYLZDIZoqKiAsqmYtOTIyIiAupYRggtLpcLSqUSCQkJkMlkIct2WyrLbN++fSE53lLMFc0oiuK8zZbzOPNUmrnwKysrCwqFgtufN9HMV7GMYRgYDAYkJSUhKysLBoPB74YB5AEjdDgcDrS3t6OoqIh4IPEQu92OtrY2MknCU6xWK+RyORoaGkgjAh4yMzMDjUYDqVS65jPhhYjJZMLIyEhAWVF6vR4PPfQQPvroI16dW08T8qs9hnG73YiKioLdbofdbkdKSgr37PLkk0+itbUVr7zyCjZt2kQyrNYQZKzsG4ITq7yd2JiYGEF4VrHeVGlpaUhKSiJCFWZT8pVKJQoKClBRUcGVkvl7Q5uamoJarUZJSQl5kOMhRqMRnZ2dXNbcemCuaBZs4dRqtUIqlS67nq+lmTMzMxgYGEBOTg7XcdPlcvndNMDf0kxfssgCyU5bawMBi8UCuVyOyspKZGRkhDscwgJsNhva29s5j0UCv7Db7VxnOaE04llPOJ1OKBQK1NXVCaar93rC7XZDpVKhoaHB77E5RVG46aab8Pjjj3N2EnxBLBZjaGiI+12r1a5611a2K/wFF1yAsrIy6HQ6PPjggzjjjDMAABdeeCFOnjyJzz//HJdeeumqxkYghJs1JVbx3WB9oTeVy+Wad4HkK5GRkVxqarBhGAa9vb0YGxvjZjoDyaaiaRo9PT0wmUxoamoKSVkZIXAYhsHQ0BBGRkbQ2NhIZrRXGV9KMw0GA4aHhyGVSkP2IOeLYLZcppkvWWmhLM0MxMssGKLZ9PQ0Ojs7UV9fj6SkpBXvjxBcLBYLJ4SQzmX8w+l0or29HVVVVeT88BCaptHR0YHy8nJyfeMhrE9VSUlJQBPsv/nNb9Dc3IzzzjsvBNGtjM2bN0Oj0aCvrw8FBQV444038Prrr696HG+//TYqKyvx1FNP4dVXX8Utt9yC733ve7j77ruRkpKCa665Bp999hlmZmbIZ2SNsNYmVEOF4MQqb8TExPDWYN1Tpz+r1cprcY0lKioKbrc76GIVm46fkZHBtb4NRKiyWCxQKpXIzs4mHgc8xOVyQaVSITY2dl2Y3AsNVjA2mUwhL5sNZgOAlcBmf/krfvlSmrlwP/5mmXn6stlsmJqaQkFBAaanp2EymfwqyySlmaFlZmYGcrkcdXV1vOhuRZiP2+1Ge3s7ysrKSGkmD2EYBp2dncjOzkZWVla4wyF4QKfTISoqKqCKhWPHjuGjjz7CJ598wsv7UFRUFH73u9/h/PPPB0VRuOGGG1BbW7sqx2YTAbq6umA0GrFt2zYkJyfjlltuwebNm7F3714cO3YMb775JpqamlBXV8dlYREI6wXB/cd7u9CJRCJQFLWK0SwPRVHQaDQwm82LOv3xPROMhY0zWEakDMNAp9NhcHAQmzZtQkpKSkAiFcMw0Gq1GB4eRk1NDXlI4CEmkwkqlQobN27kXeo3YfYhjvUPa2pq4uVAMhSwgmkoSjN9xdfSzJGREczMzKC0tJTrihrK0kx/DP4DaRiw1v7HzGYzFAoFyXjjKRRFob29HYWFhUQI4SkDAwOIiIiYZ3JN4A9msxk6nS4gn6rp6Wncdddd+O///m9el3bu3LkTO3fuXNVj0jQNkUgEvV6Pq6++GtHR0UhPT0dhYSFkMhmam5vx/vvvQ6PRICoqCgzDEKGKsC5ZU//1fBsEz82mqqqqWhQfm7HEd4IpqrGeBLGxsdi8eTP38OXvQ4zD4YBKpUJ8fDyam5vDnqlBmA8rJOr1etTX1xN/EB7CZjYWFRUhLy8v3OGsO5YrzWQYBqdOnQJFUdiyZUvIMhJXUprpcrl8zkoLRWnmSkS0YGAymaBUKtHQ0ECucTyEpmnI5XLk5OQQD8tl2LBhA6xWKwoLC9HV1bVqxx0bG8PExAQkEgnvxvCEWbFXqVSirq7O73E2TdO444478JOf/ATl5eUhilC4sPeh559/Hvfccw++853v4MEHH8TLL7+MoaEhnHnmmSgtLeVEQvL5WHuQc+oba0qsYmEYJqz/AN6yqeYilH/SYIlqo6Oj0Gg0qKioQGZmJvfg4u+Dw9jYGE6dOoWKigoyU8pD3G43Ojs7IRKJIJPJiJDIQyYnJ6FWq1FTU4PU1NRwh0NYAE3TUCqViI2NRV1dXUjvFXwtzfTXy8zXssxglWY6nU6Mj4+joKAAU1NTMBqNfnucCWUMIERYj520tDSIxeJwh8Nrtm7dGpbjms1m9PT0hLQrMGFldHV1oaioKKCs0VdeeQVJSUnYtWtXCCJbGxw5cgQPP/ww/vCHPwAAHnzwQbzxxht48803YTKZcNttt4U5QgIh/AhOrFpucMcKK+Eq7Vgum0qIrDSzyu12Q61Ww+FwcFlQgWRTsQb1DocDMpmM1ynF6xWz2QylUoni4mKSrcNDWKN7g8EAqVQatNJevpOYmAiLxbLk73zC5XKho6MDGzZsQFFRUbjDWTWEUppJURRMJhMmJiZQUlLC3c/8Lc1czrIgFCWZnrLS1mJpJsMwUKvViIuLQ0lJSbjD4TWHDh0Ky3EdDgeUSiXq6+vD9nkneGd4eBgMwwQ0luvs7MQLL7yAo0ePrrnry0phEyqGh4dRVFSEZ555Bvv378fExATuvfdeXH311aiuriYdf9cB5LPhG4ITq4DZk7vUzCgrrKz2zc/XbKqFsGVwfJ5VWklm1fT0NFQqFQoLC5GXl8c9DPj79xqNxkUG9QR+odPpoNVqUVdXty68W/gseHiCpml0dXWBYZh1OZM993xFR0ejvr4ecrk8zFHNx263o729HSUlJcTjLQz40jVzYmICo6OjaGlpCZnYG0hpJptBFoif2VL4U5oZDCEtWPT09IBhGJSVlQVtn2uV/fv3cz9fdNFF6OjoCPkxKYpCR0cHKioqSPksT7FYLBgcHERzc7Pf422bzYY9e/bgxRdfXBdjQX+JiIgARVF44YUXYDabce211+Ldd9/F/fffj8suuwy///3v0dTUFO4wCQTesCbFKqfTGVBr1UBZSTZVsM3LQ0F0dLTfD+U0TaOnpweTk5NobGxEbGwsJ8r5a6Le39+P8fFx4n3EUyiK4kSQ9eIfdtppp4U7BL9wOByQy+XIzs5GYWEhEXsxWwrJJ9iOcps2bUJaWlq4wyF4YHx8HD09PZBIJCHN7OVbaaY/ZZneSjO9dd4MRmlmZGQkjEYjHA4HxGIx9Hq931lp6+3aeN999+GRRx7B2WefDWDWu+q5557DzTffHJLjseWZeXl5yMzMDMkxCCuDoigoFArU1tb6bejNMAweeOAB7Nq1C1KpNEQRChuGYSASidDa2ooTJ07g4MGDOOOMM/Diiy/iiSeewMMPP4xnn3023GESCLxBkGKVN2JiYlatw16g2VRzEYJY5W9m1czMDBQKBTZs2ACZTDYvm8qfgaDNZoNSqURaWtq6zAQRAhaLBQqFAmKxGPn5+etqoC8Uw17WBLqyspI8HPw/fBO9Jycn0d3dTYy6eczo6Cj6+/tDLlTxibmlmeHCU2nmXNFrrvg1Pj4Ou92OwsJCMAwDl8sFh8MRstLMYJRkespKC0dpZnZ2NkZHR0N+nL6+PsTExBAfMR7T3d2N/Pz8gDpsf/jhhxgcHMTvfve7EEQmbNxuN6KiojjD+vPPPx9lZWU4fPgw3nvvPXz88ce4/PLLcc455wAIv/8yIbSsxRL8UCFIscrbyWUzq0JNsLypgtlpL1T4GiPrh6PValFbW4ukpKSAvKkYhsHIyAgGBgZQXV1Nsgx4il6vx8DAAGprawMa1Agdo9EY7hCWhf0cNTY2rmq2KZ+57rrrkJ6ezpsW0CMjIxgcHIREIuH1pMV6xmAwcOeI+OusLr6UZgKz58hqtaKlpSUk4lqgpZkURa16aaY/ghoANDY2cvu/8sorASAk9hQGgwFGo3He8Qj8YmRkBC6XKyAxcXh4GA8//DA+/vhjMrm8AJqmERUVBYvFgptvvhlisRgHDhxAeXk5ysvL0d3dDbVaDZqmuesXETIIhFn4MVoPIqHOrApGNtVchCBW+ZJZZbfboVQqkZCQgJaWFgAISKhyuVxcJ7nm5mbePFAS/g1FUVCr1XC73ev6HNXW1mLbtm04cuRIuENZBMMwOHXqFCwWC2Qy2bo9R0sRExOD7OzscIeBgYEBTExMQCqVknPEU/R6PXQ6HSQSCTlHPGV8fBwDAwOQSqUhywJba6WZbFYaMOtV9de//nXecb744ouglWZGRs52zzQYDCgpKcHY2Jhf25KH9tXBarWiv78fMpnM7/fc7XZj9+7deOKJJ3hxb+UTX3/9Nfbt24eXX34ZWVlZeOutt/Dwww9jx44deOSRR3DOOedgamoKl112Gc4///xwh0tYRci1zTfW3MgrEH8lXwlFpz8hiFXLxTgyMoKenh5UVlYiIyODE6n8nVmZnJyEWq1GaWkpMRfmKVarFQqFAnl5eRCLxev2QnvDDTfgiy++gEKhCHcoi3C73ZDL5UhOTkZjYyPS09MBzDY7WO/cc889UKlUaGxshNlsxo9+9CM88cQTqx4HwzDo7u6Gy+VCU1MTmYXmKTqdDgaDARKJJOwiBcEz09PTnI/YehATg1maOTY2hr6+vkXLv//973t9L5crzVwolDkcDoyMjKCgoAA0TcNqtfrVNMAbwTL3Xy4rba2X7NA0DYVCgU2bNgWUPfrEE0+gpaUF5557bgiiEzYSiQRbt25FZ2cntm7diry8PDzzzDN46aWXsGvXLpSXl6Oqqgo33HADAFL+RyAsRJB3dm8f4lBkVgU7m2ouQhCroqKiPMbIZkHRNM0ZaweSTUXTNE6dOoWZmRlIJBLExcUFM3xCkDAYDOjr60NNTQ1SUlLCHU5YufPOOwEAW7ZsWbVjsl5G3sR41kOM7SaXmZkJkUjEebFkZGRw/nF2u11Q3QwDZSkxKi4uDvn5+Utul5iYiKSkJBgMhqDGk5iYiM8//xwJCQmorKwkg1KeMjQ0hPHxcTQ2NhKhiqeYzWZ0dXWhqalp3fiIBZMNGzbgwgsvBADuuy/4WpoJzI6fv/zyS9TX13MTJ8HC39JMVvxazdLMYHmcsfsJ1cSGRqNBTk4OUlNT/d72888/xyeffIJPPvkkBJEJG1Z4Ki0txY9//GM89thjOOussyASifD9738fEokEDz30EPR6PYxGI1JTU8mYYB1BzrVvrDmxKtjiD5tNVVBQELRsqrlER0fDarUGdZ/BxtPNcXJyEp2dnSgpKUFubi6Xmu7vjXRmZgYqlQo5OTmoqKggH1weQtM0uru74XA4IJPJiGcLZgUHVug5ePAg/vM//zPMEQETExPQaDQePcRuuukmTmCby0svvYS77roLU1NTqxVmWPnd736HSy65BDU1NavibbgQ9t60detWZGVloaenZ9VjWA3mfj6EyMDAAKamptDY2Eiy3ngKK8w3NjaSCS6ewjAM14Al2EIVwK/SzEC+2NJMb1lpC7+CWZrJflksFkxPT2Pjxo2YmJhYch2GYRAfH4/4+HjuPZ+amsLevXvx9ttvk7HhHFiRiv1+1VVXgaIofP/738dNN92Ee++9FwAglUrx2muvYe/evbj55pvxxhtvhDlyAoF/CFKs8kZMTExQHkJCmU01FyFkVs2FpmloNBqYTCauK1KgJupDQ0PQ6/WoqalZlwbdQsBms0GhUCA7OzskYq1QycjIQFxcXEg7ty184C8rK/MobjAMg8HBQYyNjUEqlXIZBt/97nfnlcbcdNNN6OrqQk9PD9LS0pCdnY1XX30VAPD+++/jm9/8ZtD/hnPOOQd9fX1ITk5GR0dH0Pe/HI8//vgiseHss8/mZqi9lbrk5+fDZDIFLRabzRaW92C1WfiZyM/Px/DwcJiimc0eAcBNCi0novX19cFsNqOhoYEIVTzFZrNBLpejrq6ONI7gMT09PUhISPCawboWmGtWHy6WKs1cTvyaW6JpNpuXXO8vf/kLjhw5AofDwWWlAbN+tVFRUbjiiisAzAqIcXFxiI2NRVxcnMefb775ZlRXV4fz7Qo5IyMjyMvLQ2RkJCdY7dq1C9XV1di7dy8OHTqEJ554Ai6XC62trXjuuee4e1MomhsQCEJGkGKVtwdmX8zAl2N6ehoqlSpk2VRzEZJYZTKZoFQqkZubC4lEwt0c/RWqHA4HlEolEhMTufJBAv8YHR1Fb28v6cjogZycHG6wlZeXB51Oh4KCgqDt35MI5knooCgKnZ2diIyMhFQqXTTAOeusswAATU1NqK2tBTArejkcDlx77bV4++23AQA333xzSMQqPiCXyxctKyoqglarXXZiIyMjY9n9t7S0QKlUehVBzGYzFAoFampqAMz6im3cuHHZfQuR008/Hf/6178AAOedd16Yo5kVqXwRNBiGQW9vL2w2G+rq6sjDAk9xOp1ob29HdXU1meTiMXq9HjMzM6Tz3yrhT2kmC03T+PLLL9HY2LjsGM/TeTx48CC+/PJLHDhwgHsGYAUwu90Ou93u8Wd2AmGt4na78YMf/AD79+9HTU3NvOcjqVSKTz/9FI899hhee+01OBwOfP3117jxxhu5cR+596wfSAKAbwhSrPLGSk48m01lMplCmk01FyGIVQzDwOVyQaFQoK6uDomJiQFlUwGzAghrxp6ZmRmiiAkrgfUQs1gs8zJ1CPPJycnB119/jZKSkrAcPzExEZ9++ilyc3NRWFi46PXLL78ck5OT0Ov1cLlceOaZZ5CZmQmKomAwGKDVagHMZqMWFRWFJMaf/vSn+Mc//gEA+Oijj1bdfFUqlUKpVM5bdtFFF3F/PyseLeSee+4BAL/O7VKlb2x5ZkNDA5588knfgxcop512Gv71r3/hF7/4RVD364tnmyfi4+MBAN/61rdw/Phxj+uw3TOdTidqa2vJAJKnuFwutLW1oaKigkyg8Jjp6WkMDQ1BKpWSzxKP6enpQVZWVkCfJZVKhT/96U84evTovHMcGRnJlQquV2iaRkpKCg4fPrxojMFmTd1zzz3cRMrw8DApoSQQvLBm5Vtvdd2emJ6exvHjxxEfH4/NmzevWmo538Uqm82GkydPApidWYmPjw9IqHK73VCpVNDr9ZDJZESo4il2ux1fffUVYmJiiGmtF9j2wjt27ACAoPsf3XzzzSgrK1vy9W3btgGYzRryJFQBsw/3d9xxB2688cZ5y0tKSpCdnQ2bzQYAqK6uxtlnnx2kyOdz7rnn4qGHHsJDDz0Uli5BLS0tAIB9+/ZxyyoqKgDMdugRi8VLXuvPPPPMZfd/0UUXeZ0l1uv16OnpgVQq5cSWHTt2YMeOHTj99NN9/juESii6utbX13tcnpiY6DEjsbGxcZ4v5IcffjjvdYZhoFar4Xa7F82CE/gDRVFob29HSUkJGT/wGJvNhs7OTjQ0NKyL7oxCZXx8HGazOaDJNpvNhj179uDFF18MqRWCUImJicHtt98OpVK5yJifLQsEwI091nqZLGFp2Gfp1fgSMoK8kyz3prPdr3y5UYYjm2oucy9cfIJhGOj1evT19aG6uhparRZqtRqxsbE+dzdh17Narejr60NBQQFyc3MRGRkZcGYWIXSMj49Do9Gguro6JGaoaw3W1Dc6OjroJV2/+c1vFi2788478cILL3DXq8suuwwffPAB1+54Ifv37+e+P/PMM3jmmWfmCVvsTN727dths9nw4YcfYufOnUH9O8JNcnIyXnrpJQDAfffdB2C2LEwqlXLreGtwkZub69Nx8vLyAPw7e4xhGPT392N6ehoymWxRqfOll166plP99+zZAwB48803kZWV5fN27INPQUEBuru757127bXXAli6RCIvLw96vX7R8rkz/K2trfNeYxgGnZ2dEIlExJOPx9A0jY6ODuTn5yM7Ozvc4RCWwO12o6OjAzU1NcT0nsc4HA5oNJqAMt8YhsG+ffvwve99DxKJJEQRChO9Xg+tVouYmBi43W4oFAq8//77uPTSSwEgINsUAoEgULEKANdlwRNsttJyYtVqelMJCafTCZVKhcjISLS0tHCGiQ6Hw6tRo8vlmtfRhKIoGI1G2O12pKSkYGpqChMTE1znE2+tgFfSAtiX9djXyDmfvYH29PTAZDJBJpORbCofkEqlqKioCEsXPYfDgdbWVszMzHhd7+6778Y777zD/Z6QkID09HRs2LBhUXvqyMhIpKSkhCReoRIfHw+bzYaHHnoIP/vZzzyuc+mll2J4eBhqtRoAcM0118BgMKCrqwsMwyzqJnf//fevSuzh5Oyzz8YVV1yB22+/HQDwpz/9yedtm5qaEBkZCYPBgBdeeAE33XQT9xqbxbiwrJMlOTnZ6z0FmL3WHThwADt37gTDMFCpVIiNjUVZWRm5F/AUtqNcZmYmyUDgMQzDQC6Xo7i4eNH9hcAf2M9TVVUVYmNj/d7+gw8+gE6nw+9///sQRCdsHnjgATgcDnR1deEb3/gGNBoN/va3vyEmJgbbt28nY2vCPIhw6TtrUqxiOwIuVTNNURROnToFo9EYlmwqT7CKe7gZHx+HWq1GaWkpsrOzucE/28nDV6xWK5RKJTZs2ICNGzf6lUXAGrf72s53rjjGdinxtp4/bYCXE8YWil+BrBfO8+5wOKBQKJCeng6JRMKL/0EhcMEFF6zq8VwuF55//nmuhO0b3/gGoqOjMT4+vuQ2F198MS6++GLu98LCQmzcuBH9/f3cPllqa2tRWVkZmuAFBpvdc9111wGAXw07srKy0N7ejuTkZJSWlq7Lz9PFF1+M+Ph4/PznP4fT6fT5s/Liiy/iuuuug0Kh8Hi/uPzyy+d9X8jWrVthMplw7NixeRlU27dvx4EDB/CjH/0I3/zmNzlRi23yUVpaGsBfSVgN2My3xMTEkPnqEYKDRqNBSkqKz9mohPDQ29uLtLQ0n5qHLESn02H//v04fPhw2DKD7777brz//vuIiYlBWVkZDh48yHluPfroozhw4ABEIhGefvppzq7hyy+/xPXXXw+bzYadO3fit7/9bUjuzS+++CIAwGg0IjU1FTfccAMOHz6MQ4cOoa+vDxdddBGKi4uDflwCYa0jWLHKG958oOZmU1VWVvLiYYLtYBhOgz2KotDd3Q2LxQKZTIaoqKiASvXY8sHBwcGAu8gF0tUk2CxsAeyL8EXTNNxut9+tg5cSzNj3IFQimdFoxKlTp1BZWelXqQ5hdbFYLJDL5SgtLcWtt94KAAGVHTY3N6OtrQ0AOGHK4XAEL9A1Ats1MTs7GwMDA17X3b17Nx588EG0trbi2LFjEIvF2LBhQ1A7QwoJdrAOAJ9//jlOO+00n7dlvdXee+89aDSagI7vKTvwrrvugsFgAABcddVV+PDDDyGXy5Gamhq25giE5WEYBhqNBiKRiAiKPEen08Futy/pJ0fgB5OTk5ienp5XBu8rbrcbu3fvxpNPPhnWbn7nnnsuHn30UURFReGee+7Bo48+isceewwqlQpvvPEGlEolhoeHsWPHDnR3d0MkEuGWW27B888/j9bWVuzcuROHDh3ChRdeGJL4aJpGamoqGIZBbW0tSktL8fbbb+Ojjz5CZWUlEasIhAAQrFjlTUBhM6vmwsdsKhZWXAuXWGU0GqFUKlFQUICKigous8lfocrlcnH+H83NzYI212TLCBd6zawmngQzX8Qvt9vtdT2KorI0EKkAACAASURBVGCxWOB0OpGQkIBTp07h1KlTHmPwJJiFItuMpMN6ZmxsDD09PaitrQ1am/YzzjgDDMNAqVTi4YcfDso+1xLf+c53OJHq4MGDPm/X2tqKzMzMdStUsRlpV1xxBT744IOA93PJJZf4vY3ZbEZlZSV6e3s9vp6Tk4NXX30VFEUhLy8P6enpJFOH5/T398PlchHTe54zOTmJ4eFh0vmP5zidTqjV6oAz6B9//HGcdtpp2L59ewii853zzjuP+7m1tRVvvfUWAODdd9/F1VdfjdjYWGzcuBHl5eU4ceIESkpKYDKZuImTa6+9Fu+8807IxCp2kp2t/omPj8euXbtQV1eHhoaGkByTIFzINdM3hKsmeGFhZhUfs6nmEq6OgAzDoLe3F2NjY2hoaAi40x8w2569u7sbZWVlxAA1SIRCMHM6nVAoFMjJyUFpaemy2Wts5tdy4tfCdVwu1yKPs+XKOpeCLZUMhleZt/X4JJixBt2Tk5OQSqVB8TrIyMjAOeecw/1eXV294n2uhJSUFJSXl+Orr74Ky/FbWlpw4sQJbN26FV999RUsFguA2felurra5/K/0dFR7Ny5E3V1dThw4ABOnDjBdSFcT5SXl8NgMOCMM85YkVgVCMnJybjtttu8rsN2k8vOzoZYLF6lyAiBMDQ0BJPJhPr6et5ckwmLsVqtUKvVkEqlYZ3YI3iH9amqqKgIyPj+s88+w5EjR3D48OEQRBc4f/rTn3DVVVcBmM3um1v+LRaLodPpEB0dPe96zy5fDVjBKiIighOq+GL5QiAIiTUpVsXExMBoNPI6m2ou4RCrrFYr5HI5MjIyIJPJACAgoYp9jy0WCyQSCekAw2OmpqbQ1dWFiooKn8v+WDErXANRNsvPV5HMU0mmr95n/hr+hyrTjKIoqFQqREdHQyKRhLUcNlSwqfAjIyNhOf5cYWOhWObPjOv4+Djuu+8+HD16FADWte9XU1MTaJpGXFycVy+11YbN+Dp69Cjy8vKISTfP0ev1GBsb48z2CfzE5XKho6MDtbW1ARl1E1aPgYEBJCcnB2T3MDU1hR//+Md45513Vq36Y8eOHR7HBvv37+c66+3fvx9RUVG45pprAMCjncZS3sarKRYtPBYRqghzIf8PviFYscrbCY6OjsbMzAyOHz/O22yquaymWMUwDHQ6HQYHB7Fp0yakpKQEnE1lNpuhUqmQl5fH+/d4PcMwDAYGBjA2NiY4QZEv/mVzBTNfRC+KopY1/F9qX1arFTExMYiOjsaJEye4OEJdiskHw//V4lvf+hbnV/TTn/4UwOzMrD8lfDqdDsPDw2hsbAQANDQ0rPs0/3B6mSxHfn4+8vLywh0GwQtjY2PQarWQSqVEqOIxNE1zPoqkiyy/mZ6extjYGDcp7Q80TeO2227DfffdF5BPZqB8/PHHXl//85//jA8++ACHDx/mxitisRhDQ0PcOlqtFvn5+RCLxdBqtYuWEwgE4bDmxCqKoqDVajE1NYXW1lbeZlPNZbXEKrYELDY2Fps3b0ZERETAJuqDg4MwGAyora1FUlJSCKMmrASXywWFQoHExETIZDLyABAAqyWYTU9Po7OzEzKZbFFjguUM/5cSvxYa/vsiuHnrkBkskWwuNptt0euhFsy2b9/OeW/cf//9fm3Llk+bzWau/GXXrl2hCJNXJCQkwGq1Lvn6n//851WMxjfY+yrDMF5jJ4SfyclJ9Pb2kpIyAdDd3Y309HRi+cBzWB/ZQLMUDx48iMzMTFx55ZUhiC4wDh06hMceewxHjhyZ93x3ySWXYNeuXdi7dy+Gh4eh0WjQ0tICkUiE5ORkHDt2DFu2bMHLL7+M22+/PYx/AYHwb9bD5HAwEKxY5QnWmyonJwdJSUmCEKqAWbGK9UsJFaOjo9BoNKioqEBmZiZX8uTvDcxut0OlUiEpKQnNzc1E/OAxRqMRnZ2dKC0tJYNKnqPT6aDT6dDU1IT4+HgkJibOuybw1fDfF/Frbjnm3HLLDRs2IDk5Gd3d3aBpGmeeeSY+/fRTUBS1ZAzeOmQGO9vM0yCCpml0dXUhIiICjY2N62agkZiYCIZhlhWs/IW9R4dCSHI6nWhra0N/fz8RqniO0WhEd3c3JBJJWLsiE5ZnaGgIbrcbVVVV4Q6F4AW2iUpZWRni4+P93l6lUuGll17C0aNHeXWfu+222+BwOHDuuecCmDVZ/+Mf/4ja2lpceeWVqKmpQVRUFJ599lluvPSHP/wB119/PWw2Gy688MKQmasTCITQIFixau7Fc6E3VXx8PNeqWgiEMrPK7XZDrVbD4XCgubkZIpEo4LI/g8GA3t5eVFVVISMjIyTxElYOwzAYGhqCwWBAY2NjQAMVwupA0zS6u7vhdDohk8nmiVFJSUmYmZkJY3TzCaZglpKSwgkIbBkdAJx11llehXt/yzHZ9ZYrx/S0P0/HttlsiIqKQnx8PL766qugi2QLyzH59JAgJBwOB9ra2lBeXo7MzMxwh0PwwszMDFQqFZqamoj3Ec+ZmJiAwWAgnf8EwNDQEOLi4gKaqLRardizZw8OHDjAef7xhaU6VwPAvn37sG/fvkXLm5uboVAoQhkWgUAIIYIVq1jYbKr8/HyutE1ohEqsYt+boqIi5Obmct47/j4EsYIXRVFobm4mM588xuVyQaVSITY2lpT98Ryn08k1OaiqqvL4meSbYBVu5gpmq3kdcjqdaG9vx6ZNm5CTk+O3DxlN03A6nT5no63E8J8VvYLRQXPuvSIU2Umh2KfdbkdbWxsqKyvJpArPsdlskMvlqK+vJ5MqPGdmZgYajYb4iQkAo9GIkZERNDc3+70twzC47777cN1116GpqSkE0REIBBYhahbhQLBiFU3TUKvVMBqNaGxs5J367w/BFqtomkZPTw8mJyfR2NiIuLi4gLOppqen0dXVhaKiIuTl5ZEPFo8xmUxQqVTYuHEjcnJywh0OwQszMzNQKBQoKyvjtSl1KLj44otRXFwMi8WCqampcIezLBaLBXK5nCuhBvwvnw4mnjpk+ppl5kuG2dz9sf5lhw8fxrFjx+bFEUqRbG6WmT/3HJvNhvb2dlRXVy/yfSPwC4fDgfb2duJ7KQBYv9O6ujrExMSEOxyCF1ifqoaGhoDuU++99x4MBgP++Mc/hiA6AoFA8B/BilWRkZFISUlZsgtdREQEKIoShFFnMMUq9iF4w4YNkMlk3EONv0IVTdPo6+vD1NQUKSXjOQzDQKvVQq/Xo6GhQTBebeuV0dFR9Pb2oq6uzutDGpsFuVaZmxlVXl4OAEhPTw9XOB4xGo1QqVSoq6tDcnJyuMMBwK8Omf6UYvpSkulpf94M/+eKWjRNw2QyIS0tDXq9HgaDIWieZmv5cxgOXC4X2traUFVVRbrJ8Ryanu38V1ZWRkRFnsMwDDo7O1FSUhLQOHBoaAiPPvooPvnkE5I9RyCEGGL14DuCFasiIiKQn5+/5EA2JiYGLpdLEGKVSCTyairsC6xPkVar5WYqA82mslqtUCqVyMrKgkwmIx8mHuN2u9HZ2QmRSLTI84jgO62trZDL5SFtdMAwDPr6+jA9PQ2ZTLZkGVtZWRn3c01NTcjiCRdbt27Fl19+CbFYjNHRUW55amoqAOCKK67AX/7yl3CFxzE6Ooq+vj7OB5Hwb/gimLGCFut7VFtbi/j4eK/ZZgs7ZPoiuC01zvBm+B9s4/+1ch92u91oa2tDaWkp78RpwnxY8SMrK2vdZQALEZ1Oh6ioKOTm5vq9rdvtxu7du/HUU08hKysrBNERCARCYAhWrAJmB4pLDSLZbKW4uLhVjsp/VjoItdvtUCqVSEhIQEtLCwAEJFQxDIPh4WEMDQ1h06ZN3MMjgZ+YzWYolUoUFxcjLy8v3OEIGrlcHtL9UxQFpVKJ2NhYn9pIl5SUoL+/P6Qx8QH2fcjLy0NMTAzUajW++OKLMEcFrkGBVColHn08hS0jtNls6OrqQmNj46pnfnjqkOmL+OV2u/3OSlsKT4JZsASyueWawZgFpigK7e3tKCwsJOKHABgYGEBERASKiorCHQphGcxmM3Q6XUA+VQDw2GOPYevWrTjnnHOCHBmBQCCsDEGLVd6IiYmB0+kMdxghZ2RkBD09PZyZLCtS+Tvj7XQ60dnZiejoaGzevJlk6PAcnU4HrVaL+vp6Qfu1hYvExMR5WVT19fUYGhpCQUEBdDpdUI/FmgiLxWLk5+f7vF1JSQkA4M4778RTTz0V1JjCzZYtW6DRaFBQUID777+fy7Kqqqry+mAeahiGQU9PD6xWKyQSCbkO8hyTyQSlUomGhoawXAeD2SEzUNjML2/iF0VRi9ZxuVxwOBzLruer4f9yHmQREREYHR1FUlISXC4XdDqd355mpGxi9RgbG8PExAQkEgl5z3mO2+2GUqlEXV1dQNeif/7zn/jnP/+Jjz/+OATREQiEpSDXVt8QtFjl7SSHqsNeqIiMjPTLY4s1UaRpGs3NzRCJRAGX/U1MTKC7uxtlZWUBtbklrB4URaGzsxMAuPNO8I/VfKidmppCV1cXampqfM5UPP300/HVV19xv09MTIQqvDXPXFFyoUC5EJqmoVKpEB0djfr6ejKI4DlGoxGdnZ1obGxc1z597MRUuO4Fngz/PYlffX19SElJQVZW1qKSzOVEMl8Fs1CXYrJfax2z2Yyenh7SUVggsE2QAsksnZycxI9//GO89957JIuYQCDwEkGLVd4QWmYVK675MuCcnJzkTBRzc3O5mVV/hSqKoqDRaGCz2SCVShEbG7uSP4EQYmZmZqBUKiEWi1FQUBDucAQJa+QNANnZ2fM8kwoLCzE0NBS0Y7Gm9xKJxO9yZKlUipiYmKCVJ4rFYmi12qDsK1gE63rDio/ehKjKykqv+3C73ejo6EBmZiaKi4uDEhchdLBdaknzj/CznH8ZwzBQq9VITU1FRUVFSGJYKJj5InpRFLWs4b+nfS1n+B8qgWzueqEU0h0OB5RKJerr64l4IQCGh4cBwK+sbRaapnHbbbfhgQce4DK5CQTC6kEmRX1jzYpV0dHRITVLDja+eGzRNA2NRgOTyQSJRILY2NiAs6nMZjNUKhXy8/NRVVVFPjA8R6/XY2BgALW1tbzpSiZU8vLyYDKZ5i1rbW3FsWPHgrJ/mqahVqtBURSkUmlQMh5ef/117Nq1K+Dtp6amls0sCgcFBQVob2+fNyMcbHPXxMRETtzNzc3FyMjIvNcdDgfa29tRVFTEmdvz7X0i/JvJyUl0d3ejqalJEJ6U653e3l7QNI2qqqqQHYNvhv/+iF8LDf99Edy8CWYrEcmA2fOVn58Pl8sFs9m85g3/hYzFYsHg4GDAPlUHDhxAdnY2vv3tbwc5MgKBQAgegharvN0sY2JiMDU1tYrRrIzlyhbNZjMUCgVyc3MhkUi4gVEgJuoDAwMYHR3lugYS+AtFUVCr1XC73WhubkZUlKA/srzkzjvvDNq+nE4n5HI5l6ETrAF9uB7C8vLycMEFF+DgwYMh2X9VVRWysrLQ09OzKNPNV3Jycjwub2lpQWVlJYxG45LbzszMQKFQoLKyEmeccYbfxyasLuPj4+jp6eEmawj8ZmBgABaLZV2U1fLBv8ybYOZN/GIN/0dGRhAXFweHwwG9Xu91X0vhrUNmsLPN1vr/lDcoioJCoUBtbW1A40KlUolXXnkFR48eXdfvI4EQTshnzzcE/eS7ljyrloqXYRj09/djZGQEtbW1SExMDDibiu0amJKSgubmZuJFwHOsVisUCgXy8vIgFovJRS0IlJSUcAPy0tJSAEBTUxP+53/+BwDwne98J+B9s90Zy8vLA84OamlpmZeBsG3btkWZQKtFa2srAODQoUMr3heb1fX66697XW/Pnj04cuRIQMeoqamBSqXyus7cDmSsn1h9fT0n2gcqmBFCz9jYGPr6+iCRSBATExPucAjLoNPpMDk5icbGRnLvWiVWIpj19vYiPT0d1dXVK4qBzfzypRxzrleZt3LMpTzNlmKhYBZMkWxhOWa4/rfVajUKCgoCyrS3Wq3Ys2cPDh48uK79/ggEgjAQtFjlDaF6Vs3FZrNBoVAgJSUFLS0tAWdTAYDBYEBfXx/XNZDAb9jzVVNTg5SUlHCHsyZ46qmnkJWVhdbWVnR0dAAAJ55kZGSgr68v4H2z52ul3Rm3b98+z1uqsLAQIyMjnC9PIKV8n332GdLT0wPONF1YMhkoiYmJi8Qq1kOsp6fH7/3de++9MBgMHv24RkdHUVlZif7+fkRFRcFoNCI7O5sTqwwGA/r7+z36ieXl5fkdCyG0GAwGDA4OQiKREB8dAWAwGDi/PjIpxn8MBgOmp6fR1NS04n3NNfwP12fV31JM9svpdPqcjbYSw39W9Fqug+ZS642Pj8PpdCIvL4/zq/UVhmFw77334oYbbkBDQ0Mw3m4CgUAIKYIWq9ZaZpXD4QAwezPR6/Xo6+tDdXU10tLSOJHK34Gf2+1GV1cXGIaBTCYjA32eQ9M0uru74XA4yPkSAAzDoLe3FyaTacXnKzExEXfccQcA4OyzzwYwW6aWmZmJ6enpgEQwdpv09PSAfZiuvPLKgLZbiq1bt+Lzzz/nfl/YJVEsFuMvf/kLrrjiCq/70ev1AICioiJotVrk5+fj6aefxh133MGV/qWlpYGiKO732NhYDA4OYmxsDFKpdN752rJlC44cOYKioqKg/J2E4KDX66HT6SCRSEgZtACYmJjAwMBA0Pz6CKHFZDKhv78fUql0zQiL4e7a6KlDpi/CF03Tyxr+u1wuGI1GJCUl4eTJk0v6l7322ms4fvw4YmJiEBsby313uVzo7+9HUlIS7r33XsTFxS36io2Nnfd7Tk4OampqVvldJBDWPiTr2DfW7MgvMjLSqwkl34iOjsbMzAycTidUKhUiIyPR0tKCiIiIgLOp2I5JxcXFJFtAALCZdDk5OcT0PkS0trZifHwcMpkMn3zyCXbt2oWXXnopoH253W4olUokJCSgqalpRefrpptuAgDs3r0bb7zxxrzXrrvuOi4T7Nlnnw34GP5SWFiIgYGBgLZd2KGvoqICGo1mXhleMGFLOgHg5Zdfxtdff42SkhK0tbUhIyMDExMTcLlcyMjIgNFoXDLjY9u2bRgcHAxJjAT/GR4ehl6vR1NTExGqBMD09DROnTpFhEWBwFpDNDY2komxIBIqw3+apnHy5EnIZLJFkzwLaWlpgcPhgMVigc1mg81mw+DgIB555BE899xznDeZ3W7nvhwOB2ZmZjA+Pj5vWXl5ORGrCARC2CCjCZ4QHR0Ns9mML774AqWlpcjOzuZq//294dE0jd7eXkxPT5PW3gJhdHQUvb292LRp07KDEEJwOPPMMzEzM8N5RH355Zc+b2u1WiGXy1FUVBR0IXjnzp2LYjn99NODegxfuP7663H99dfjrbfeWvVjs1RWVqK7u3vR8l/84hfIy8vjsqvmMndZTk4OEhMTkZCQgJMnTwIAPv30U/zrX//CzTffvOQx9+zZgz/+8Y8+x7l9+3YcO3aMdBEMIlqtFqOjo2hqaiIZOgLAbDajq6sLTU1NxFNMAFAUhY6ODlRXVxPfIoGg0WiQk5Pj0xgxMjIS8fHx3Pjf5XLhjjvuwC9/+UucddZZIY6UQCAsRzg974SGoHN+lzvJbFYS36EoCoODg1wpUXZ2NiiKCmhmxmKx4OTJkxCJRJDJZESo4jls2Z9Op/NptowQfiYnJ9He3o7q6uqQZizm5uZyP7vdbu5nX8sBExMTkZ2dHfS4fGXhTH1LS4vH9eZmRQFAWVnZPA+rysrKJY/Bvv9lZWXcfmJjYyESiZCcnAyxWMy9X1lZWcjMzAQwWxYZTAYGBlBSUrJic2LCLIODgxgfH0djYyMRqgSAxWKBQqFAfX39Ig84Av9gGAYKhQJisTjo10JCaBgdHYXNZgu4TP2xxx7DWWedRYQqAoEgOASfWRUREbFkuR/rW8XnFtdGoxFKpRK5ubmwWq1cTTprqugrDMNAp9NBq9USU26BYLfboVAokJWVhYqKCqKwh5hrr70WX3zxBf7xj38AAIqLi7nXrr/++mUzaRiGwdDQEAwGA6RSaVCvK6+//vq8rJzGxkaP6x09ejSg/Wu12oDM2aOjo0FRFJ577rklM5GW2o7lzTff5B6Iqqur0dXVNW/dtLQ0nHfeefj73//OLSsrK/PamfHSSy/F1NQUhoeHOXP1ueIeG0NGRgbMZjOOHTuGlJQUFBUVIS4ublHzDXZSY/v27fjss898/jsJwae/vx9GoxENDQ1rxkNnLWO32yGXy1FXV7ei5hKE1aOnpwcJCQnIz88PdygEH7DZbOjp6UFzc3NA48SjR4/is88+w+HDh0MQHYFACBTy3Ocba1qsYjsC8lGsYo2Zx8bG0NDQgLi4OExPT0OhUHBmjEvBZlyx3UGAWZPMqKgopKenw2AwYGxszK/WvJ6Wkw9R6BgfH4dGo0F1dTWZ2VwlMjIycP755+P888/nliUkJGDHjh2wWCw4duzYktvSND2vUUEoHqIDEZO87WsuOp3O731cdNFFAIDzzjvPr+3YDn+e+PWvf42LL77Y42vf/va3A8qEraysRE5ODgBwTSrq6uowOTmJ5ORk5ObmoqqqCmq1GjRNe7wfJCUlcT+/8sorAOBXGWBxcTFGRkawe/duv+MnzMLeE61WK+rr64lQJQCcTifa2tpQXV2N5OTkcIdD8AG9Xo+ZmZklJ0QI/IKmaSgUCmzatCkgX7GJiQn85Cc/wQcffEB85AgEgiBZ01cuvnYEZP1uMjIysHnzZq5zSENDg08C0dzOIGNjY+jv70dJSQlSU1OXbNNLUZTHLiNLdSjxRyzzVRAjYtm//cTYkk/i7RFerFbrsgKRw+GAXC5HdnY2CgsLg/5/GYhfyNVXX73IiH0hjz/+OB5//PFAwwoKTU1N+OlPf8r9PvdvDVbXverqakxNTQGYFcri4uIwODiIjIwMpKWlweFwcIJwRkYGUlNTlywt279/v9/Hv/XWWwMPngBgVqjq6emBw+FAXV3dmrz2rzVcLhfa2tpQUVGBtLS0cIezIoI5UcBnpqenMTQ0BKlUSj5jAqGnpwdZWVkBfcZomsatt96Kn/3sZ6TLLYFAECyCF6u83XDZzCq+wJbqDQ4OYtOmTUhJSeE6/fkzi8x2Ouzt7YXdbsfmzZtXVfRYqqWuN+GLiGWzoodCoUB6ejokEgkZLAoAk8kEpVKJyspKzu8oHGg0Ghw7dgxPPvlk2GLwlbS0NExOTiIzM9PjA+Dpp58+zzB+cHAQLS0t88oDCwoK8O6770IsFvt0zObmZpw8eRLZ2dkwmUyQSqVwuVwYGhpCdnY2RCIR0tLSUFVVhaioqEWfPavVipdeegk7d+5c9lrq6cG2uroaIyMjPsVKmA/DMOju7gZFUaipqSHXRQFAURTa29tRXFwc1utiMFnrgpXNZkNnZyfprCkgxsfHYTabIZFIAtr+xRdfRH5+Pi6//PIgRxYYv/71r3H33XdjbGwMWVlZAIBHH30UBw4cgEgkwtNPP81lvn/55Ze4/vrrYbPZsHPnTvz2t78l9wbCmoP8T/vGmr5j8Smzyul0QqFQIDY2Fps3b+bM3wPpBmAymaBSqSAWi1FVVbXq/+ysmBMuhCiW2Ww2jIyMoKCgACkpKZiamlqXmWVCYmRkBAMDA2hsbAx5tySLxbKk38tpp52Gl19+GQBw1113wWq1+rxfiUSCzs7OoMToLy6Xy6eyhcLCQqhUqnnL8vLyYLVaPXYCZDn77LMBAF1dXbBYLLjggguwadMmtLe3w2azIT4+HhUVFdDr9RCJRGhvb+dKXzIzM5GQkLDke+lNsJJIJPMebJ999lk89dRTKCsrW/ZvJcyHYRh0dXUhMjISmzZtItc8AUDTNDo6OpCXl8eV3wqZLVu28G5iM9i43W50dHSgpqaGNN0RCHa7HRqNBjKZLKDrolwux2uvvYYjR47w4ro6NDSEjz76aF6Gl0qlwhtvvAGlUonh4WHs2LED3d3dEIlEuOWWW/D888+jtbUVO3fuxKFDh3DhhReG8S8gEAjhQvBilbeLcHR0NGw22ypG45nR0VFoNBpUVFQgMzMTNE2DYRi/BR+GYdDf34+xsTHU19evWzNTIYllFEVhdHQUFosF+fn5iIiIwPT09LrMLBMKDMPg1KlTsFgskMlkIZ+FZgUTb7P61157LT7//HPI5fJly//Yff3+97/HD3/4Q2zbti0gz6qVUFxcjLi4OIyPjy+7bmJiIlJTUxEREQGRSITLLrts2W2ampq4n6urq8EwDNRqNb744ot5QlNJSQn0ej0KCgrwve99j1ve2NjoUagqKSnBTTfdhMHBwWVjIKwMhmHQ2dmJ6OholJeXr+h6s9azYvgC20UuIyMDBQUF4Q4naNTU1KCtrQ0SiQRff/11uMMJKgzDQC6Xo6ioiHQbFggMw0CpVKKqqiqgqgmLxYJbbrkFf/7zn0M+0eYrd911F371q1/h0ksv5Za9++67uPrqqxEbG4uNGzeivLwcJ06cQElJCUwmE0477TQAs+Ofd955h4hVhDXHen3O8hfBi1XeiImJgdFoDNvx3W431Go1HA4HmpubIRKJAs6mstlsUKlUSE1NRXNzMzGfDSO+imVsNl1KSkpQO1sJMbNsqde8rRuOi7jb7YZcLkdycjIaGxt5cSP5/PPPOWG6vr7e5+1+8IMfLFr22muv4ZprrglabJ5ISkpa8rrrSSCyWq0Qi8U+l/wthKIoKBQKJCYmzss0VSgU+PnPf45f//rXADAv82mpjKpLLrlk2QmOZ599lst0Yzn77LNx/PhxzMzMBPQ3rDdomoZKpUJ8fDxKS0tX9Dm7+uqrgxgZYSlYcTExMXFeJ1Whs2PHDnz66adoamryK2tVKGg0GqSkpCAvLy/coRB8pLe3tL2S+AAAIABJREFUF2lpacjIyPB7W4ZhcO+99+LGG2/0a7wQSt577z0UFBQsMvXX6XRobW3lfheLxdDpdIiOjp43HmCXEwiE9YngxarlMqvCVQY4PT0NlUqFoqIi5ObmcibqgQhVer0eAwMDqKqqIp3jBMLU1BS6urpQUVHB1eYHCyFllgUqlrHZh55YStwKRECbu9xut0OtVqO4uBi5ubm8EKpYVpo1UlBQEJbMk5iYGFx11VW46qqrkJiYiMnJSTzyyCNB27/L5UJ7eztyc3MXiV11dXWcUOXrvuai1+v9esDbvXs3fvOb3/i8/nqF7W6VnJyMjRs3Lnrd3yypI0eOBDM8whKcOnUKkZGRKC0tDXcoQePOO++EXq/nfl8r/lssOp0OdrudN6IFYXkmJycxPT0NqVQa0PZvv/02pqamsGfPniBH5p0dO3Z49G3cv38/HnnkEfz9739f9JqnMd5SHd75NB4jEIIF+b/2DcGLVd4Ihw8BTdPo6enB5OQkGhsbERcXF3A2lcvlQldXFyIiIiCTyQJqW0tYXdhSzYmJCUgkEsTFxYU7pKAjRLHM7XZ7Xddut8NsNiMxMRFDQ0MYGBhY8vihEsv4kFkWLBISEkDT9KLlp06dClrJls1mQ0dHB0pLS7Fhw4YV7y86OhoXXHDBsus1NjbiiSeeWPHx1iOs31F6enrQsnNSU1NhMpmCsi+CZ/r6+uBwOFBbWyvo69J6YnJyEjqdLmDPI8Lq43Q6oVarA27AMzAwgF/96lf43//931Ufo3388ccel8vlcvT19XFZVVqtFlKpFCdOnIBYLMbQ0BC3rlarRX5+PsRiMbRa7aLlBAJhfSJ4sYpPmVUzMzNQKBTYsGEDNm/ezD0QByJUTU1NQa1Wo6SkBLm5uSGKmBBMnE4nlEolEhMTIZVKSalmiAimWMYwDAYHB+FwOHDmmWcu6w/BZkj6mh3GvracWObpteX+fiGIZSkpKSvehyfMZjMUCgVqamp44cPCDsT37t0b5kj4C0VR6OjoQFZWFgoLCz2uE4gPo0gkQklJCRoaGtDR0bHSMAkLGBoagslkQn19/ZoWPWpra1FXVxfuMIKC1WqFWq2GVCqFSCQKdzgEH2D94CoqKgKa5HS5XNi9ezeeeeYZXmUI1tfXY3R0lPu9pKQEJ0+eRFZWFi655BLs2rULe/fuxfDwMDQaDVpaWiASiZCcnIxjx45hy5YtePnll3H77beH8a8gEAjhRPBilTdYj6hQwzAMhoaGoNVqUVtbi6SkJFAUFZBIxWZmmUwmNDU1rcnMnLWI0WhEZ2cnysrKgpLlQQg9FEWhs7MTkZGRPouL7Gc6XEKkEMSyhQwNDUEkEmHDhg0YGxtDTk4OJicnERkZiYKCAoyOjvollk1MTECj0axKl0ZCcKAoCm1tbcjNzfVqzJ2amuq3z6RIJPLqsUcIHL1ej9HRUTQ1Na3JyZetW7fiv/7rvwL2y+MjLpcLcrkctbW1iI2NDXc4BB/p7+9HcnJywLYRjz76KLZv345t27YFObLQUVtbiyuvvBI1NTWIiorCs88+y40h/vCHP+D666+HzWbDhRdeSMzVCWuOQDSC9cqaFqtWA7vdDqVSiYSEBLS0tABAwNlUFosFSqUS2dnZkEql5J9YALCZOaOjo2hsbCRtoQWC3W6HXC5Hbm7uklkefEQIYhkw6/1is9kwMzODvXv3wmAwAAAn5J5++ul4++23ER0djd7eXp/FMpfLBZfLhaSkJHR1dfE+s4ww27Sgra0NBQUFPnmA+ZONd9ppp3EPN+TaG1zGxsag1WohkUjWRXbOhRdeOK8kSYjQNA25XI6NGzeGLKuVEHymp6cxPj4OmUwW0PZHjx7F8ePH8dFHHwU5suDT398/7/d9+/Zh3759i9Zrbm6GQqFYpagIBAKfEbxY5csDBWtsHmxGRkbQ09PDGZ+zIpW/D5IMw0Cr1WJ4eBg1NTVITk4OeqyE4ONyuaBSqRAbGwuZTLYmZ57XIkajESqVClVVVQF121nPLCeW5ebmorq6GsC/O+6xIkJRUREGBwe5Uq9NmzYBmM1umJ6e9npc1gtuamqKK0fiU2ZZMDpjzl2+VmbcXC4X2traUFRUhJycHJ+3q66uRldX17LrJSQkwOVykcyqIDM5OYne3l5IpVJERQl+mLgs//Ef/xGWBhTBpru7G+np6cjOzg53KAQfcblc6OzsDDh7cXx8HD/5yU/w17/+dV18VgmEtcRaGOetBmviyrZU9wjg375Vy3nR+AN7c6FpGs3NzVy5YSAPGA6Hg2vhze6LwH9MJhNUKhU2btzo10MYIbwMDw9Dq9WiqamJZGIEmaampkXLGhoaYLPZkJWVhfHxcRQXFyMnJwednZ3z1tuyZQuOHz/ucb80TUOtVoNhmLCXI/G1DJOPYpnT6URbWxtKSkp8fnhOTEz0u7QzIyMDVqs1bJ1/1xpGoxHd3d2QSCRruqlLb28vAOCRRx5BWVkZAODpp58OZ0grYmhoCG63G1VVVeEOheAjDMNAqVSirKwsoPEITdO49dZb8eCDDwoqQ5xAIBD8YV2IVU6nM2hi1eTkJDo7Oznjc5qmucwtfwf3Y2NjOHXqFCoqKgKuUyesLmwWnF6vR0NDA/HMEQgMw0Cj0cBms0EmkxFROMTQNL3IrDgrK4vLoGKFhYKCAvT393NZWAuhKApyuRwpKSnYuHFj2GehhFCGGSyxbPv27Th8+PCiGHwRvhiGwcjICLKysuB0OjE8POyTWJaTkwOz2ezXe7KWBZXVZmZmBiqVCk1NTWve76i0tBSlpaXzlt1xxx1himZlTExMwGAwEPsIgTE0NIT4+PiAM+Gef/55iMVifOtb3wpyZAQCgcAf1oRY5Y2YmJigzLjSNA2NRgOTyQSJRILY2NiAs6koikJ3dzccDgdkMllQs74IocPtdkOlUiEqKooIHgKCNZxNS0tDQ0MDGcyHCIfD4dN627ZtW7bsD5jNzGlvb0dBQQFpW/3/+CKWsWWWKylrYoXG1tbWect9Ecvsdjt6enqQn5+PhISEeWLZciLZXI4dO+YxtrniVklJCUZGRrjX1Go1bzLLhIbNZoNcLkd9fT3JOhUQFosFGo2GdCAWGEajESMjI2hubg5o+46ODrzxxhs4cuTIurtWEQhrBfLZ9Y01IVZ5O9lsGeBKYNuk5+XlQSKRcIP1QAa0bPmYWCxGdXU1+UcVCGazGUqlEsXFxT6ZBBP4gcVigVwuR2lpKfHxCCENDQ0AZoWSTZs2LTIqLioqgsvlwtTUFN566y3U19fjhRdeQEFBgccHLKvVio6ODpSXl5Os0zCRkpKC0tJSrlwKWFosS0xMhMVigd1uh1qtRm1tLdLT0/0+Zn5+PiYnJ8EwzCKhDFgslrGkpqZifHwc2dnZHkUxX8WyhY0CPCGUMkx/cDgcaG9vR01NDZKSklbtuISV4XQ6IZfLUVdXRyY9BQRrJdLQ0BCQwGix/F979x4XZZn3D/wzDgMiBxFQTiMoIEdRQEXc7bhpJrba5iGzNJfMsvLp8GzlrrVtlpmttaWWba6l1a6Wabrtup5Se8q2NQ+oHBRUUM6CyHGGOf/+4Hffy8AMDMMwJz7v18uXcM89MxcwM/fM5/5e36sFTzzxBLZu3cpgmYjcnluEVV3x9PSEWq226rpCU9+qqiokJyfDx8fH6pBKuK3a2lqkpKSIZ7/JuRkMBrHPEf9urqWmpgaXLl1CcnIyFy2wk7i4OKNVqIYMGQKlUon09HT85z//MepNdfDgQWg0GqhUKsTFxYnXERrgJycnc0UrKwihbFRUFK5cudLn9ye8Jsrlcnz55ZdISEhAQEBAj29n7dq1AICRI0eitbXV5D6mwrLQ0FB4enpCJpNZFZD1RMewzFz45UphmV6vR35+PqKjo3v1HofsS1j5LyYmhgGjCzEYDGIrEWvaSBgMBjz//PN45JFHOk21JyLXwuOsZdwirOqussrS6SntKZVK5Obmwt/fHxkZGb2qplIqlcjLy8OQIUO4apwL0el0KCgogEQiYfN7FyIEw3V1dUhPT+cZ5z528803Y/DgwWhqajLZOzAiIsLo+/T0dGg0GiQnJ0OpVGLXrl3iZULAyAb41hEaRcfFxVm0mp4t+Pj4iCeEkpKSrA4YpVIpgoOD4e3tbTasMicgIACVlZVW3W9POFvPst6GZVqtFtevX8egQYNQXl6O0tLSHoVl1laOdbedYVnXhMAjODgYQ4cOdfRwqAfKy8vh4eGB0NBQq66/c+dONDU1YcmSJTYeGRGRc3KLsKornp6ePWrYajAYUFlZieLiYvEMsRBS9fQNqtBk9sqVK1afbSbHaG5uRl5eHuRyeacP2+S8dDod8vPzIZPJkJaW5lTBsC16CQnTrWw1nt7e1iOPPIKhQ4dCqVR2+zo7ceJEqFQqsyFKeXk5KioqGDD2Qnh4OMrKygAACQkJvbqt0NBQNDQ0WLSv8Pe677778K9//avb/YVAq7Gx0Wi7n58ftFptl9cVnkcBAQGYM2eO2ZDUHdkyLNPr9cjJyUF8fLzFU9udrbKsv4ZlV69ehUQiQWRkpKOHQj3Q1NSE8vJyq/tUXblyBW+99RaOHDniVO9tiMg6znyccSZuEVbZqmeVWq1Gfn4+BgwYgIyMDEgkEqurqYQ56VKpFOPHj4eHh1v8qvuFyspKXLlyhdPHXExrayvOnj2L8PBwyOVyRw/H7T333HOdXlvnzp2LCxcuGG0zGAzw9vaGUqk02j58+HAUFhYiLi4OEyZMQG1tLdLT01nB2EtRUVG9vg1LT6w0NTWJfaYGDx7cq/usq6tDS0tLt/c9cOBA8eshQ4YgKCiIb/h6SJhCNnTo0B71YHS3yjJXDMtqampQW1uLtLQ0Pu5diFarRV5eHlJSUqw6xmk0GjzyyCPYsGEDAgMD+2CERETOye0TFEt7VtXW1uLChQtiI2a9Xg+DwWBVUFVXVyfeVkhIiLVDJzvT6XS4cOECdDodA0YXU19fj4KCAiQmJjplBWNGRgYmTZqEf//73726nSlTpthoRL0nLG3v6+sLpVKJyMhIhIaGGoVVgwYNgkKh6PKEgdB3gys19s7rr78OAAgODraqFwrQVrW0YMECi/ZtbGzELbfcYtX9mBIYGIiIiAjU1NR0GaAMGTIEUqkUL730EioqKlBYWGhx7xYfHx9kZGTgyJEjthq2yxGmkPn7+2P48OGOHk6P9PewTK/XQ6lUwt/fHzk5Of22sswVnT9/HpGRkVb3PV21ahXuvPNO3HzzzTYeGRGRc3OLT+O9qazS6XQoLCyEQqHAuHHjIJPJrK6m0uv1uHjxIpqbm5GWlmZ0BpicW0tLC/Ly8hAeHo6IiAi+UXMh5eXlKC8vd4nn3KRJk6y+bm1tLQ4ePGjD0QBbtmzBokWLrL6+t7d3p6mEQq8pLy8vyOVysx8sO26vqqriSpu9FB8fj/r6egBtQeHDDz+MzZs3W3z9kJAQowq4mJgY/PrXv8bHH39stF99fT3Onz9vNCXv+vXrAICZM2fi2LFjUCqVJqeZzpgxo9txdBVGDBo0qFMfSl9f326fW7fffjsAoKysDAsXLsQnn3zS7TjcjcFgQGFhIWQyGUaMGOHo4bgcR4ZlKpUKp06dQkZGBry9vW0Wlpm7DXMcXVnmiioqKgC0TdO2xtGjR3HixAkcOHDAlsMiIgdyt9e5vuQWYVVXpFIpdDqdycsaGhqQl5eHiIgIjBo1qldN1Jubm5Gfn4+QkBCMGjWKD0AXUl1djeLi4l41Byb70+v1KCwshFqtxrhx45x6+lhGRkaPGl6b6m+1d+/eTpfZsoeVNdr3F0pJSQEAk9WkpaWlCAsLw5gxY/D0008DaOup1H564IcffoiXX37ZDqPuP3oyjXns2LHi14GBgRgxYoT4Iau9Gzdu4MKFC0hNTQUAcSWyoKAgAEBYWBj8/Py6XKHM398f4eHhiI2NxcWLFwG0fZBrbm4GAKxfvx5vvPGG2et3fK5bWkkWEREBg8EAmUxm0f7u5vLly9DpdEhMTOR7FBei0+lw9uxZxMXFObQ1gVBZZmlI1j4s6+l1zLE2LOvJvrb8ENnS0oLS0lKMGzfOquvX1NRg+fLl+Oc//8lqfyLql9z+lc/UAcdgMODy5cuoqanBmDFjxLNU1hygDAYDSktLUVlZiaSkJPY4ciFC2KFSqcSqOnINarUa586dQ2BgIOLj493+g9fjjz+OzMxMAG0f9Ds2praH9sHY+vXrTe6zbt06zJw5s9P2kJAQjBw50mQj7MzMTBQXFzvkZ+pImLbY08ucRWRkJEaNGgWgbbpcaWmp2X2FcEmoiBJ4e3tDLpebbJh//fp1XLx4EWlpaVizZg3i4uLEQCslJUUMnnQ6XZfVJ9HR0WhtbRUDTgBQKBQIDQ3F22+/3eXPGBAQgPDwcDFMmzlzJr799ttuG8pHREQgLCwM1dXVXe7nrq5evYqWlhakpKS4/eulOzEYDMjPz0doaKj4nHUUZ5mGaU1YplKpbBaWWRp8AW0naiIiInD9+nWz12lsbBR7Ow4aNAgymQwDBgyAXq/H448/jpUrV7rclF0i6h6PxZZxi7BKOIB2tSKQ0H9KoVCIH3InTJjQq2oqlUqFvLw8+Pj4YPz48U5d2UHGlEolcnNzERIS0i/CDnfS3NyM3NxcxMTEuOSy3fv27cNdd90lfm+qOspUQ3JBx6l77atTrBEWFobKykqL9hXGGhISAo1GAx8fHxQUFIh/B1PTMOVyOcrLywG0VfoMGTIEN27cwFtvvYWjR4/i5MmTmD9/vtP09zMVSlnbA8rRYmJiut0nOjoaly9fNnnZiBEjxDCrpqYGxcXFSEtLw7FjxxAfH4/i4mIAwPfff4+4uDgAbY8RPz8/tLS0IDs7Gx999JHRbUZGRiIyMhIeHh4oKioSt4eGhhp9SNy7dy+ysrKMrrt161aMHj1afL2Ojo7u8XHXz8/PaR5r9lJRUYHr169j7NixPNa5mJKSEshkMoYVcL2wrLS0FAEBAfDw8IBCoTB7nb/+9a84fvw41Go1VCqVWLGs1WrR3NyMyspKrFy5EkDbMba7f7/5zW/YhJ2I3IZbhFXd8fDwgEajwbVr13D16lUkJibC399fDKmsOfBdu3YNly5dQlxcnMPPdlHPXLt2DZcvX0ZiYmKvV7Ai+xL+dqNHj+5ympGzyczMRHZ2ttlpbh0Dq9mzZ+PTTz/FQw89hK1btxrte++99yI1NRXZ2dkAYHHQ1NF7771nNL4ff/zR7NjS09PFip2OwsLCMHToUNy4cQPJyckm9+k4fWHIkCEA2lYEdIUPYc5eUWUN4ffe2NiI7777DgAwb948eHt7IzAwEA0NDairqwPQ9rwrKSlBWlqaUQXqnj17sHTpUnz//fedbrulpcVkkCRMswGAm266SdweFRUl3h8AvPPOO53CKlNOnDhh6Y8MAEhKSurR/q6uuroaFRUVSEtL43L3Lqa6uho3btwQp9ySY/UkLKuqqoKXl5dRuG7OmDFjOm07c+YMnnrqKeTl5Yl9IPV6PdRqNVpbW7v85+y9O4moDU8eWcZtwqquKqs8PDxw5swZDBo0CBMmTIBEIrG6mkqr1aKwsBAajQbjxo2Dp6enLYZPdiA0wG9paeG0PxdjMBhQXFyM+vp6p/zb3Xbbbfjpp5/M9o+aMGECli9f3qPbXLBgQafqqilTpiA1NVVstH7//fejtrbWukGjrYJrzJgxaGhoMHn5H/7wBwBtQUJubq64PTIyEmVlZSavExUV1WlbRkaGOM3vZz/7GQDg5MmTVo+bOouNjQUAFBcXIygoqMupLOvWrRO/jomJwWuvvYYZM2ZAp9Nh5MiRnR4PKSkpKCsrg0wmE4PGDz74AL6+vmZX3/zZz36Guro6/Oc//8HEiRONLmtfbQdAbAoviIqKMnocCWGuwWDAxIkTceXKlU7319WURwBITk5GS0sL3n//fbz44otd7usurl+/jitXriAtLY2V3y6msbERJSUlSE9PZ8joYhQKBUpKSjBu3DirPow2NzfjiSeewKeffioGVUBb0C9UTxER9RdufwS8du0abty4gaCgILGnhTAlsKcHkYaGBpw4cQIBAQEYM2YMgyoX0traipMnT8LT0xOpqalOF3aQeTqdDufOnYNGo3H6v90DDzzQ5eWHDx/GrFmzen0/8fHx4tdC+NNTixYtQmVlZZdTKcvKypCYmGjR7Zm6HXOVVkD3vytHUCgULllF1dzcjISEBERHR1u0f2VlpVFDdWHF3PbTU4G2RutffPEFABg979Rqtfh1SUkJgLZpfO0vHzduHJKSknD33XcbLVwh3Ef7qXjC/QuLB0RFRUGn0xlVLQcHB0Mul1v083XnpZdessntOLP6+noUFRU5/Wsmddba2oq8vDykpKTwb+di9Ho9cnNzkZiYaNXfzmAw4LnnnsNjjz3W5fGTiKi/cJuwqmPwpNVqkZubi7KyMoSHh0MqlaKlpQVqtRp6vV6ce24JvV6Py5cvo7CwEGPGjEF4eDhL91xIbW0tTp8+jVGjRmHEiBH827kQpVKJkydPIjg4GPHx8U59hlmobDGlfbhkjjCtrz0hABCqWWzp2LFjANqmRXU19nvvvVcMNiZOnIhHH33U5H4hISG49dZbjbZFRESIX5s6G/zZZ5/1eNxk3vDhw7FgwQKj0Ons2bNm9xcCxqSkJMyfPx8tLS3Q6XRi/ylBx6b5kZGR4tdeXl6QSqU4f/68OLXwV7/6FQAYhU0+Pj5oaGhAaGgohg8fjri4OPEYLJPJxLGEhoaabZbu4+ODiIiILh+vpnTsOTZ58uQeXd/VNDU14fz580hNTeVJNRcjrPyXkJDgsr3y+rOioiKEhoZa3WJix44dUCqVWLx4sY1HRkTORiicscc/V+Y20wDbq6+vR35+PiIjIxEaGoq6ujqUl5ejtrbW4hU/hBU9DAYDmpub4eXlBX9/f1y9erXLpXAtWS5XKpW6xYPH2QkhY2NjI6dsuqAbN27g/PnzSEpKconeYi+//DJ27txp9vL58+eLvZs2bdqEp59+Wpw2eN999xntKzQhF2RkZJidqhcUFITNmzfj4YcftmrcgwYNwuzZs7Fp0yY88sgj4vbDhw+LX7dfQW3VqlW4ePEiQkNDodFoMHr0aFy4cMHs7bdfIdXX1xdLly6FSqXCDz/8YNV4qbNhw4Zh2LBhKC4uhlQqhV6vR1ZWFg4dOmRylcWoqChUVFQgPT0dp06dwqRJk5CYmIiamhokJCSgsbERgwcPxqFDhwAAhYWF4nXDw8Oh1+vxzTffmBxLcnIyEhIS4OPjg7/+9a+IiooSrx8SEoLm5mYAEJuz19TUGFUgCNUEe/bsMdrWsQl8UFAQvLy8kJ+f3+3vR6FQ4Le//S2AtrYAp0+f7vY6rkqhUCA3NxdjxozhdCEXYzAYkJubC7lc3icnKKhvXbt2DUqlslPYb6ni4mL86U9/wtGjR536xBwRuacvv/wS3377LXJycnDmzBk0NTXhgQcecPiJZbcJq4Q+VJcuXUJdXR3Gjh2LgQMHQq/XIzAwsEdN0IXVPiorK1FaWoqEhAT4+vp2ueqHTqeDRqPpdp/eLI1r7TZT+7h7UKZSqZCbm4shQ4YgLS3N7X9ed1NWVobKykqkpaW5xAeulStXWtQ7au7cuaipqRG/Lykpwfr161FXV2f0ofv3v/89Dh8+jP/7v/8zWjENACZNmoQ333wT+fn5eO2117Bs2TKsX7++V+NvP6b2Hn30UVy/fh2HDh3C5MmT0dTUZPY2zE15GDVqlLiiXEREhNmV56j3hg4digEDBoj9xAIDA42amAtCQ0PFqr309HQAwDPPPINf/epXmDp1Knbs2CHu234a6ODBg5Geno6qqiqxKXt77RtBDx8+XAypxowZIwZEcXFx+O6777BgwQIAxs3rKyoqEBcXB41Gg5kzZxo992+99VaEh4cDaHtMKRSKTs35Ta3k2J+0trbi7NmzGD16tDilklzHpUuX4O3tLT7OyXUolUpcunQJ48ePt+r9plqtxpIlS/Dee+8xqCTqJ5zts+lrr72GM2fOwNfXF3K5HOfPn3f0kAC4UVjV3NyMnJwcDB06FBMmTBADIWubqBcUFEAqlSIjI6PTSlZ9yWAwdLscrqllczsGZeb2E7aZ01fhWPttff3krKurw4ULFxAfH8/le12MXq/HhQsXoNPpkJ6e7hJNgdt/aO+uH9WcOXPw/vvvi9/HxcUZVTAJvL29MX36dEyfPh0NDQ3Iz89HVlYWdu3aBY1Gg3nz5uH3v/89gLYP+9ZUVU2ZMgU//fQTMjMzAUD8v724uDj8+9//xrJly9DY2IgNGzaYvb2wsDCTDeZlMpn4mjNgwABMmjQJhw8fxs9+9rNeNYen/xICGuFsvNDbqaseTyNHjhSrm4C2nozPPPMMAOCee+7BiRMnxMqquLg4vPvuuwAAf39/BAQE4L777sPvfvc7+Pn5ITY2FnK5HGq12ihgSkxMhK+vr9goWng+33zzzWYXIxBkZmYiJydH3L+kpASJiYlQKBQYNGgQqqurMWDAAMyaNQsajQahoaEWBVUqlcpkgOfq1Go1zpw5g4SEBKNqRnINlZWVaG5uNuolR67BFn2qVq1ahWnTpjnNa9P69euxYcMGeHh4YPr06XjzzTcBAKtXr8bmzZshlUqxbt06TJ06FUDbgimLFi2CUqlEVlYW3n33Xaf7IE5EXfvTn/4EuVyO2NhYfPvtt7j99tsdPSQAbhRWAf99Y6zT6SxeXrajr776CkeOHMGLL76IYcOG9cEouyaRSCCVSh3yIV3o49VVyGXqe6EPmKXXM6djwNXTcEwikaC6uhrNzc2Ij4/HwIED0dra2mkfck5qtRrnzp1DUFAQoqKiXOZvdfPNN4tf79q1y+x+c+Z7dn2TAAAgAElEQVTMAQA8/vjj2LRpU6cmz1u2bDEZJA8ePFjsGbR7924AwN133w0A+Mtf/mL1uBUKBZ5++mmzl//iF78wO/UQaJt6JpwBnjhxIvR6vcn+SGVlZQgJCUFlZSUAdFrhkOxPmKbi5+fX6W+WlpZmFCIKlVcjRozAmjVr8K9//QtJSUnQarXiPsLjqK6uDgBQXl5u1HcqICAAt912G06dOoWRI0d2Go+w2p/QC2vKlCn44YcfkJqaikGDBuGtt97CTz/9JIZRCoVCDGR62oR49erVPdrfFWi1WuTk5CAmJsbs6ozkvOrr61FaWor09HSXOe7Rf126dAnBwcFWP/eOHj2KU6dO4cCBAzYemXWOHDmCPXv24OzZs/Dy8sK1a9cAAPn5+di+fTvy8vJQUVGByZMno7CwEFKpFEuXLsWHH36IzMxMZGVlYd++fZg2bZqDfxIi5+WM7YCcJZzqyG3CquvXr6OqqgoDBw6Et7e3uLzrwIEDIZPJjB4Qph4cLS0teOaZZ3Dp0iV89NFHDgmqHE144jhirrwQlPWkmkyYeqlSqaDRaFBdXQ1PT0/4+fmhoqLC5PXMNdUXfm5bVI51tY1Ma2pqQl5eHmJjYxEcHOzo4Vjt3nvvtWg/oTeUWq0WG6t3VfHoKIMHDzZq1v3pp58aXX7lyhXx66tXr+Kee+7Bl19+KW7z8/MzmjpYWloKf39/ZGVl9eGoqTt6vR5xcXHi1LzIyEhs374d8+fPx6VLl8QG5vHx8WhpaYFKpRKvGx8fj0GDBsFgMIiPXSFsWrFiBb766is0NDTA19e30/1KJBJUVVUZrRzYfirfkCFD8OSTTwIARo8eDeC/VWMTJkyw5a/Abeh0Opw5cwZRUVEu/drZXymVShQUFCA1NdWuVfxkG7W1tWhqakJaWppV17927Rp++9vfYu/evU5TSb5x40YsX74cXl5eACB+HtqzZw/mzZsHLy8vjBw5ErGxsTh+/DhGjBiBxsZGTJo0CQCwcOFC7N69m2EVEdmE2xwZf/jhB+zfvx+tra1QqVRobW2FUqkUgwwAYlAhhFUSiQReXl7Q6XSoqKhAYmIioqKi8Oabb2LgwIHw8vISAy/ha29vb6Pt7b/38vLCoEGDjC63JCij3gVlQiPuxMREq9+s92QKpfBPq9VaHKpZEpTZOhzrOPXSWR971dXVKC4uRkpKCvusOLH2K1MJFTBCWCVUBSgUCsyePRuzZ8/Gtm3bIJPJEBMTg+bmZowfP55VVU7m5z//OR555BHs37/faPv333+P+fPnY+rUqbj11ltx4MABPProo/jDH/4AoK1nlEqlEqcsJSUliatLCrcbEBCA8ePHY/DgwUbTDQFY3YCYjAnVjKGhoQgJCXH0cKiHtFotzp49i8TERHh7ezt6ONRDra2tKCoqwrhx46x6f6XX67F06VK89tprXU7ZtrfCwkJ89913WLFiBQYOHIi1a9diwoQJKC8vN2oXIJfLUV5eDplMZjR+YTsROY+amhqMHz9e/H7JkiVYsmSJA0dkObcJqx588EE8+OCD3e7XPjBQq9V45513sGPHDmzZsgWRkZFobW0Vgy5zX9+4ccNom0qlgkKhsCoo6xh+dQzHGJSZp9PpcPjwYbGJem8acTuy8kkIsnoSfGm1WotDta4a+ncMyqwNy7rax1xQZjAYjFZrtKbXA9lPx35ABoMBvr6+0Gg0SEpKEp8/wn7C1EWgrdE3gyrnMXr0aBgMBhQUFCAnJwdTp07FsWPHEB0dLfZfMWX27Nmorq5GXl4empqaTE57qa2tRXh4uNHj5bHHHoOPjw+OHDmCtLQ08bgItK0uKEwfJMsZDAbk5eUhMDAQERERjh4O9ZCw8l9kZCSnbrog4fkXHx9v9UrTGzduRGxsLH75y1/aeHTdmzx5MqqqqjptX7VqFbRaLW7cuIEff/wRP/30E+bOnYvLly+bPOEqkUjMbieirtnzeTJ06FCcOHHCbvdnS24TVllKeGBUVFQgOzsbKSkpOHbsmFju2pfav6BrtVox2GptbRXDLkuCsvbb+2tQVlVVhQULFiAlJQVr16516Sl2wtgd1aesJ9VkOp2u08qXloRspu63tbUVUqkUPj4+yM3N7ZOwzJkrylyZEGh4e3sjOTmZv2MXI3zQGjhwIGJiYoyCpSeffBKNjY3w9/cXK1Ufe+wxaLVaBAcHo7q6GkBb77Wvv/4aABATE4NTp051up/GxkaxAS8Ak6/TmZmZYj+sF154waY/p7syGAw4f/48vL29ERUV5ejhkBWKiorg6+uLsLAwRw+FrHD58mUEBARYvYjP6dOnxWXiHXH8FBbPMGXjxo249957IZFIkJGRgQEDBqC2thZyuRylpaXifmVlZQgPD4dcLhdXoG2/nYjIFvpdWAUAO3fuxKuvvoq3334bv/jFL+x2v+0PSDKZDDKZzGRfj77QV0GZUqkUwzFh39bW1j4NyoqLi7FhwwY88sgjmDp1KsrKyvpVRZkttW/ob6/KJoVCgXPnziE+Ph4hISFW9SnrScBmTm/7j1kSmLnjY0+j0eDs2bMYNmyYUb8hcg1C0Ojr64vo6Ghx+9ChQ3H33XeLjdOjo6MRGRmJhQsXAgA2bNiAxx57DB988IHY1NxURcD8+fMBtE0bzcjIEJ/j3333HRYuXIgzZ86YXL2yfW806trFixchkUgQExPj6KGQFcrLy9Ha2oqUlBRHD4WsUFdXh/r6enHxiZ5qamrCk08+ib/97W+9mhHQV+655x4cPnwYt912GwoLC6FWqxEcHIwZM2Zg/vz5ePbZZ1FRUYGioiJkZGRAKpXCz88PP/74IyZOnIhPPvkEy5Ytc/SPQeT03PEzQl/od2HVyy+/jPPnz+PIkSPiSlb9gTsEZUqlEt9//z0KCwtx5513oqCgAKdOnTIblHXkDhVlrq6urg4XLlxAUlISBg8eDMDxFWU9CcvaB2WWBGbm9FU41rFPma21trbizJkzGDlyZL9chMLV6fV6nDt3DoMHD8aIESOMLpPL5ZDL5fD29kZqaiqmTZuGm2++Way6+uijj7q87Tlz5ogrXgJtoXT7lfpmzZol7tfe2rVr4eHhwddKC5WUlEClUrGi0UXV1dWhvLzc6j5H5FhqtRoXLlxAWlqaVX8/g8GA3/zmN3jiiSeQmJjYByPsvezsbGRnZ2P06NHw9PTE1q1bIZFIkJycjLlz5yIpKQkeHh547733xPdvGzduxKJFi6BUKjFt2jQ2Vycim5EYzHV9dlO1tbUICgrimwQXU19fj+zsbERGRuLNN9+0uEdA+4e3TqczCrUsDco6fm1JRVlH/T0o0+v1WLNmDTQaDV544QW7TLt1VsLKl5ZOu7Sm+b9OpzN7/x0DLkvDMbVajdLSUkRGRsLf37/LAM2ZHnvURqfT4ezZswgKChIb5JNrKSsrQ21tLcaMGePSU9/7K4VCgTNnzvS6xyY5hsFgwOnTpxEZGWn1Yj7bt2/H/v37sW3bNj6Hifqx0aNHY+fOnXa7vwceeKBHPauOHj2K22+/HQ888AA+++yzPhxZ9/pdZRWXdnY9J0+exOLFi/Hiiy+KZ+ct1f5Ds4eHB3x9fR1SUdYxKBPCrr6YetmRo4Oy1tZWZGdnQ6/X4+OPP+7XQRXQu5Uve0sIynoajjU0NODatWsYNmwY1Go1qquru7xedytf2qJyrKttZEyn0+HMmTMYNmyYU606RZarqqpCdXU1UlNT+Rh3QRqNBufOnUNycjKDKhdVUlICPz8/qz9HXL58GevWrcPRo0f5HCYislC/C6vIdRgMBmzcuBGffvopvvzyS5frz+EqQVn7AMzWQZlWq8X169cRFxeHgQMHYvHixf2qoszZWBOUVVZWoqmpCZmZmb0OGq2pEtNqtT2qOOsuKOurVS+7WvnSkbRaLc6cOYOwsDA2vXVRNTU1KC0tRVpamkOmTVPvCNNvR4wYAX9/f0cPh6xQX1+P2tpajBs3zqrrq9VqLFmyBO+99x5XfyQip7R7927s3r0bAMTVQv/9739j0aJFANoKftauXWv3cTGsIqelUChQVVWFI0eO8ExkDzlDUHby5Ek8/PDD+POf/4xJkyZZFJQJq1sKQZmp/VyloszV6fV6/POf/4RcLkd6ejo8PHp/uHBk5ZMQZPUk+NJqtT2ajmmuT1nHoKwvwjJTQZlGo0FOTg6GDx+O0NBQe/yaycZu3LiBy5cvIy0tzSbPQbK/wsJCDBkyBCEhIY4eCllBo9Hg/PnzGDt2rFXHL4PBgFdffRXTp0/Hz3/+8z4YIRG5Imf7zJCTk4OtW7cabbt8+TIuX74MAIiKinJIWNXvelYRUd/btm0b3n77bWzfvt2uFXG9qSgTgrKO1xH2a7/d3YMyrVaLJUuWQKlU4rPPPmM1Ry9ZM/XSmt5lHe9TqVTC09MTXl5efdrU3xkrytxBY2Mj8vPzkZqayhM2Lqq0tBQNDQ1siO+iDAYDzpw5g/DwcKsXFfnmm2/w7rvvYv/+/TyWEhGAtp5Vu3btstv9zZ8/v0c9q5wJT9MRkc3odDq8+OKLKCgowOHDh+Hn52fX+3eGijLA+qDMXEVZx5BMpVJBrVabHEdvgzKJRIJ169YhOjoazz//PIqKivpVRVlfkEgkkEqlkEqlkMlkfX5/arUaOTk5SElJQXBwsFVBWPuVLy0Jy8zpbf8xSwIzd3z8tbS0IC8vD2PHjmVQ5aKuX7+OqqoqrvznwkpLS+Ht7W11UFVdXY0VK1bgX//6F4MqIhLxJJ/lGFYRkc0sXrwYcrkcu3bt6ncNRN0hKKurq8Pnn3+OlJQU+Pj44M9//rNdgzJHV5S5A5VKhZycHMTGxiIoKAgAxKDM3tpXlPUkLGsflFkSmJnTl9VkfRmUKZVKnD17FikpKRg0aJDNb5/6XktLC4qKipCent7vjoXuoqGhAVVVVRg/frxV19fpdFi6dClWrVqFiIgIG4+OiKh/YFhFRDbz1ltvITAw0NHD6HdsEZSVlJRg9uzZ+OCDD5CVlWXx9ToGZe2rwVyposwdgrLLly/j6aefxscffywGVY7UvqLM3oSVL3s6zVKtVvdoeqY5HQMuS8MxvV6PkpISREZGQqPRoKGhwWyA5myPP2qjVqvFlf88PT0dPRyygkajQUFBAcaMGWN12Pj+++8jPj4ed999t41HR0TUfzCsIiKbYVDlmk6fPo1f//rX+Mtf/tLjs8gdgzIPDw/4+PjYeogmdReUtQ/M3D0oKywsxJw5c7B27VqnCKoczZqVL21FCMp6OvWytbUVZWVlCAwMFB+fXV2vu5UvbVE51tU26kxY+S8mJsbu0+DJNgwGAwoKCjBixAirKxtPnTqFr776CkePHmWoTEQm8bXBMgyriIj6sQMHDuC3v/0tdu7caddm+LbgSkFZa2ur2MBf2NdWQZnBYEBVVRXS09OxZcsWbN++vV9VlDkba4IynU6HU6dOISEhwer+OIKeTKEU/mm12h419u8uKOurVS/NrXzpDAwGA86fP4/g4GAMHTrU0cMhK5WXl0Mmk1m9gmpTUxOWLVuGbdu2sd8cEVEvMawiIurHvvvuO+zbt48frnrIWYKy/Px83H///fjb3/6GUaNGWRWUtQ/MXK2izB0olUocOHAAGRkZvQ6qADi08kkIsnoSfGm12h5NvbQ2KLNFZVlXQdnVq1cBAJGRkX32+6W+1dTUhIqKCowbN86q6xsMBvzv//4vli1bhoSEBBuPjojciTu+n+kLDKuIiPqxV1991dFDoB4S3uDk5ubiwQcfxLZt25CcnGyX+7Z1RVnHoKz97fWHoEyj0WDOnDm49dZbMXPmTJvfvr0JIZmjG/pbGpYJQZmlYZm5hv5arRYajQZ+fn7Iycnpk6b+zlpR5i60Wi3y8vKQkpJi9eN3+/bt0Ol0WLRokW0HR0TUT7l8WLV27Vo899xzqKmpQXBwMABg9erV2Lx5M6RSKdatW4epU6cCAE6ePIlFixZBqVQiKysL7777Lg/8RETkck6fPo3s7Gx88cUXiIuLs9v9OktFmT2CMo1GY7KKx1ZBmUwmwx//+EdER0fjvvvuQ3V1db+qKLO19g39ZTKZ3e63qakJubm5GDduHDw8PCyuENPpdEYrX1pyPXN623/MksDM3R+D58+fR2RkpNWvZxcvXsT69etx9OhR9nQjom65+2uqrbh0WFVaWoqDBw8alVzn5+dj+/btyMvLQ0VFBSZPnozCwkJIpVIsXboUH374ITIzM5GVlYV9+/Zh2rRpDvwJiIiIeubChQt4+OGHsXPnTkRHRzt6OHbjTkGZUqnE0aNHIZPJ4OfnhxdeeKHLoEzoTeYuFWXuQq1WIy8vD2PGjIG3tzcA2DUoA4wrynpSWdY+KLMkMDOnr8Kxjn3K+lJFRQUAIDw83Krrq1QqPProo/jggw8QEBBgy6EREfVrLh1WPfPMM3jzzTeNSuf37NmDefPmwcvLCyNHjkRsbCyOHz+OESNGoLGxEZMmTQIALFy4ELt372ZYRURELiU6Ohr//Oc/ERYW5uih9Bu2Dspee+01ZGRkYNOmTd1+EDcVlLUPx4QATKFQ9ElFGYMy01paWrBkyRK8/fbbdgtNTWlfUWZvwsqXllaTCV+r1eoe9Skzp2PAZU04plKpUFxcjOTkZCgUCpN9yrr7HaxcuRIzZsxAZmamrX/FRET9msuGVX//+98RERGBsWPHGm0vLy83OljI5XJxZQ+5XN5pO9nHSy+9hD179mDAgAEYNmwYtmzZIp7B4rRNIiLLyWQyBlUubMOGDTh79iy2bdtm0THN2SrKugvK2leYuWtQptfrsXDhQkycOBEhISF988t3AdasfGkrQlDW0z5lGo0GKpVKbO5fVVWFgIAAlJWVmbye8Hh8/fXXcfXqVfF7Dw8PeHl5QSKRoLKyErfeeisWLVpk9Hhr/xjt+P3o0aP7VWUsERnjZ1rLOHVYNXnyZFRVVXXavmrVKrz++us4cOBAp8vM9Zcwt53s47nnnhMbOa9btw4rV67EBx98wGmbRETUb3z22WfYu3cvdu/e7ZBKmJ5y9aCsvr6+0yqXtgjKqqurIZVKUV1djd/97nf9qqLMWdgiKMvPz0dMTIzRyWxz/v73vxt9r1arceXKFWRnZ+Prr79GQECAyVVV239/48YN8fuAgACGVURE3XDqsOrQoUMmt587dw7FxcViVVVZWRnS09Nx/PhxyOVylJaWivuWlZUhPDwccrkcZWVlnbaTffj7+4tft7S0iG/EOG2TiIj6A5VKhYMHD2LHjh3w9PR09HCcnrMGZbt378bnn3+ONWvWiFU6lgRlKpXKaHqmcB1XqihzJ/n5+dBqtYiIiLDq+lKpFM8//zxWrlyJCRMm2Hh0ROTOuLqr5Zw6rDInJSUF165dE78fMWIETpw4geDgYMyYMQPz58/Hs88+i4qKChQVFSEjIwNSqRR+fn748ccfMXHiRHzyySdYtmyZA3+K/mfFihX45JNPMHjwYBw5cgQAp20SEVH/4OXlha1btzp6GGQBc0HZqVOnsHXrVhw6dAiDBw/uk/vui4qy7oKy9vfbH4KyvLw8PPjgg/jhhx+svs8NGzYgKSkJWVlZNh4dEREJXDKs6kpycjLmzp2LpKQkeHh44L333hNL7Tdu3Cj2QJo2bRqrdGysq2mbM2fOxKpVq7Bq1SqsXr0aGzZswCuvvMJpm07sueeew9dffw1PT0/ExMTg448/Fle5YZ8xIiLqTyoqKpCdnY2dO3f2WVAFOG9Fmb2CMkFfBWUGgwGLFi3Cu+++i4EDB5q87+6cPHkSf//733H06FG+xyEiq/C1wzJuEVaVlJQYfb9ixQqsWLGi037jx49Hbm6unUbV/5ibttnR/PnzMX36dLzyyiuctunEpkyZgtWrV8PDwwMvvPACVq9ejTVr1rDPGBER9SsKhQJz587FunXrEBMT4+jh9BlnDMrar25pi6CsoKAAw4YNw+9+9zuj+7U0KJNIJPjHP/6BgwcPwsvLyy6/GyKi/sotwipyfkVFRRg1ahSAtiaVCQkJAMBpm07szjvvFL/OzMzEl19+CYB9xoiIqH+RyWR44403cNNNNzl6KG7LHkHZ7t27sXXrVuzatcvo/iwNypRKJZqbmzFx4kTEx8fbdGxERNSZ/deapX5p+fLlGD16NMaMGYMDBw7g3XffBWA8bfOuu+7qNG1z8eLFiI2NRUxMDEMPB/roo4/E3395eTmGDx8uXib0EysvL2efMQfbsWMHkpOTMWDAAJw4ccLostWrVyM2Nhbx8fHYv3+/uP3kyZNISUlBbGws/ud//sfkFFwiov5MJpMxqHJxV65cwSuvvILNmzd3mn4jNDuWSCRiSBYUFISIiAiMGjUKKSkpmDBhAm655RZkZWXhoYcectBPYSwnJweZmZlITU3F+PHjcfz4cfEyHvOJnFv7152+/ufKWFlFdrFz506zl3HapuN012dM+NrDwwMPPPAAALDPmBMbPXo0du3ahUcffdRoO6duEhFRf6XRaLBw4UK8//77CAwMdPRwbOb555/Hyy+/jGnTpmHv3r14/vnncfToUR7zichtMKwi6se66zO2detW/OMf/8A333wjBk/sM+a8EhMTTW7n1E0iIuqvtm7diqysLPFY5y4kEgkaGxsBAA0NDeJ7Lh7ziZwfT+hbhmEVEZm0b98+rFmzBt9++y0GDRokbmefMddTXl6OzMxM8XthiqZMJuPUTSIicmvZ2dmOHkKfeOeddzB16lT85je/gV6vxw8//ACAx3wich8Mq4jIpCeffBIqlQpTpkwB0NZk/YMPPjDqM+bh4dGpz9iiRYugVCoxbdo0nq3rA5ZM3eyIUzddy759+/DUU09Bp9Nh8eLFWL58uaOHRETksgYMcN0WvV0d87/55hv86U9/wqxZs/DFF1/g4YcfxqFDh3jMJ3IBfO5ZhmEVEZl08eJFs5exz5jjdDd10xRO3XQdOp0OTzzxBA4ePAi5XI4JEyZgxowZSEpKcvTQiIjIzro65i9cuFBcsGjOnDlYvHgxAB7zich9uO6pBiIissiMGTOwfft2qFQqFBcXi1M3w8LCxKmbBoMBn3zyidnqLLKP48ePIzY2FtHR0fD09MS8efOwZ88eRw+LiIicTHh4OL799lsAwOHDhzFq1CgAPOYTkftgZRURkZv46quvsGzZMtTU1GD69OlITU3F/v37OXXThZSXl2P48OHi93K5HP/5z38cOCIiInJGmzZtwlNPPQWtVouBAwfiww8/BAAe84mcnEQi4TRAC0kMpiYwExERkd3t2LED+/fvx1/+8hcAwKefforjx49j/fr1Dh4ZCbKzs/GPf/wDw4YNE6c919XV4b777kNJSQlGjBiBL774AkOGDAEArF69Gps3b4ZUKsW6deswdepURw6fiIiIHGjs2LHYu3ev3e5v5syZOHHihN3uz5Y4DZCIiMhJmOs1Qs5j0aJF2Ldvn9G2N954A3fccQeKiopwxx134I033gAA5OfnY/v27cjLy8O+ffvw+OOPQ6fTOWLYRERE5CSE6ip7/HNlDKuIiIicxIQJE1BUVITi4mKo1Wps374dM2bMcPSwqJ1bbrkFgYGBRtv27NmDhx56CADw0EMPYffu3eL2efPmwcvLCyNHjkRsbCyOHz9u9zETERERuRqGVURERE7Cw8MDGzZswNSpU5GYmIi5c+ciOTnZ0cOiblRXVyMsLAwAEBYWhmvXrgEw3YOsvLzcIWMkoLS0FLfffjsSExORnJwsrqRWV1eHKVOmYNSoUZgyZQpu3LghXmf16tWIjY1FfHw89u/f76ihExER9TtssE5EROREsrKykJWV5ehhkA2Yagvq6iX5rszDwwNvvfUW0tPT0dTUhHHjxmHKlCnYsmUL7rjjDixfvhxvvPEG3njjDaxZs8ZoGmdFRQUmT56MwsJCsVk1ERGRNfhewDKsrCIiIiLqhZCQEFRWVgIAKisrMWzYMADsQeZswsLCkJ6eDgDw8/NDYmIiysvLOY2TiIjICTGsIiIiIuqFGTNmYOvWrQCArVu3YubMmeL27du3Q6VSobi4GEVFRcjIyHDkUOn/KykpwenTpzFx4kRO4yQiIrtig3XLMKwiIiIistD999+PSZMm4cKFC5DL5di8eTOWL1+OgwcPYtSoUTh48CCWL18OAEhOTsbcuXORlJSEu+66C++99x6nkDmB5uZmzJo1C++88w78/f3N7sdpnM6ntbUVGRkZGDt2LJKTk/Hyyy8DYN8xIiJ3xJ5VRERERBbatm2bye3ffPONye0rVqzAihUr+nJI1AMajQazZs3CAw88gHvvvRfAf6dxhoWFcRqnk/Py8sLhw4fh6+sLjUaDm266CdOmTcOuXbvYd4yIXAZPfFiGlVVERERE5PYMBgMefvhhJCYm4tlnnxW3cxqn65BIJPD19QXQFjxqNBpIJBL2HSMickOsrCIiIiIit3fs2DF8+umnSElJQWpqKgDg9ddfx/LlyzF37lxs3rwZkZGR2LFjBwDjaZweHh6cxukkdDodxo0bh4sXL+KJJ57otu9YZmameF32HSMich0Mq4iIiIjI7d10000m+1ABnMbpSqRSKXJyclBfX49f/epXyM3NNbsv+44RkbNxh8bn9sJpgERERERE5FICAgJw2223Yd++fWLfMQDsO0ZE5CYYVhERERERkdOrqalBfX09AECpVOLQoUNISEhg3zEicilCdZU9/rkyTgMkIiIiIiKnV1lZiYceegg6nQ56vR5z587F3XffjUmTJrHvGBGRm5EYzE3eJyIiIiIiIiIim0hNTcWhQ4fsdn933XUXTpw4Ybf7syVOAyQiIrvr6jxJ+8t4PoWIiIiIqP9hWEVERHYxf/58bNq0CUDbXP3ly5dj48aNRvvo9XpIJBLs3LkTP/30EyQSCfR6vXAqSlYAAAZLSURBVHh5x/CKYRYRERERkfthWEVERH1KCJTmzp2LI0eOoKqqCkeOHMHFixeRnJxstO+AAQNQVVWFQ4cO4caNG+I24TY6NorsqnGkEHI9++yz+Oqrr4zGQkRERETkCGywbhmGVURE1KeE6qh77rkHBoMBmzZtwurVq/HLX/4St9xyi7ifEC5t2rQJycnJuO222/D555+jsLAQEokEV69exYkTJ9DS0gIAuHDhAs6fP4+8vDxcuXIFWq0WDQ0NqKurg06nEw/Q48ePR1FREerq6lz+oE1ERERE1B8wrCIioj43YEDb4ea1117DZ599hoSEBMyePdtoH6Hq6bvvvkNYWBg8PT3xxz/+EQUFBQCAY8eOYcOGDSgrKwMALFiwAE899RRWrlyJWbNm4eOPP8ZLL72EuLg4bNiwAVqtFgAwbdo05OXlobCw0F4/LhERERGRSayssgzDKiIi6nNCEHX69Glcu3YNUqlUDLAEwnLiCoUCwcHBAIDBgwdjyJAhAACZTIagoCB4e3sDAJqbmzFv3jx8/vnnuOmmm7Blyxa88sorKCgowJEjR5CbmwsAGDJkCIqKitDQ0GCXn5WIiIiIiHqHYRUREfU5iUQChUKBt956C3/7299w4sQJcRndjn2k9Hq9GEhpNBoMHDhQ3K7X6+Hh4QEACAwMFHte+fn54d5774VUKsXQoUPR0NAgVlYJ2K+KiIiIiBzJnlVVrl5Z5eHoARARkXvT6/UYMGAAlixZgnvuuQfTpk1DSUkJPvnkE6SmpsLPz89ov8bGRjGQqqqqEoOrkpISSKVS+Pj4AGgLnzw9PQG0hVpSqRQymQx6vR4qlQpeXl7iGJqamsT7ISIiIiIi58bKKiIi6lMDBgzA119/jdraWsyfPx8AsHTpUuTk5ODrr7/utH9MTAwaGhqg0WgAAFu2bMGWLVtw6tQpHDt2DNeuXYNWq0VdXZ0YSCkUCvEMkk6ng1qtFiuyAMDLywtBQUF2+GmJiIiIiKi3WFlFRER9bvr06bjzzjuNqp2+/PJL+Pr6it8LPawee+wx7N27F3FxcQgNDYW/vz8KCgpw//33Y9++fVAoFNDr9bj55psREBAAAAgJCcHQoUMhlUqh0+ng5eUl3te3336LCRMmYOjQoXb8iYmIiIiIOnP16Xn2IjGwiQcRETmZ5557DkuXLsXtt9+OS5cuidMCrbFgwQIsXrwYt956qw1HSERERETUM2lpaThy5Ijd7m/y5Mlin1hXw8oqIiJyOk8++SSCgoKwYsUKqNVqSKVSGAwGGAwGcdVAnU4nfm0wGMyepbrjjjswceJEu42diIiIiMgcVlZZhmEVERE5naioKADAkiVLxG0dD+xCUGXqsvYeeughvikgIiIiInIhbLBOREROS6fT9fo2GFQREREREbkWVlYREZHTal89RURERETk6ngi1TKsrCIiIiIiIiIiIqfByioiIiIiIiIioj4mkUhYWWUhVlYREREREREREZHTYGUVEREREREREZEdsLLKMqysIiIiIiIiIiIip8GwioiIiIiIiIiInAanARIRERERERER2QGnAVqGlVVEREREREREROQ0WFlFRERERERERGQHrKyyDCuriIiIiIiIiIjIabCyioiIiIiIiIjIDlhZZRlWVhERERERERERkdNgWEVERERERERERE6D0wCJiIiIiIiIiPqYRCLhNEALsbKKiIiIiIiIiIicBiuriIiIiIiIiIjsgJVVlmFlFREREREREREROQ1WVhERERERERER2QErqyzDyioiIiIiIiIiInIaDKuIiIiIiIiIiMhpcBogEREREREREZEdcBqgZVhZRUREREREREREToOVVUREREREREREdsDKKsuwsoqIiIiIiIiIiJwGwyoiIiIiIiIiInIanAZIRERERERERNTHJBIJpwFaiJVVRERERERERETkNFhZRURERERERERkB6yssgwrq4iIiIiIiIiIyGmwsoqIiIiIiIiIyA5YWWUZVlYREREREREREZHTYFhFREREREREREROg9MAiYiIiIiIiIjsgNMALcPKKiIiIiIiIiIichqsrCIiIiIiIiIi6mPBwcEYP368Xe/PVUkMBoPB0YMgIiIiIiIiIiICOA2QiIiIiIiIiIicyP8DZPX0f5i41KMAAAAASUVORK5CYII=&quot; alt=&quot;&quot; /&gt;&lt;/p&gt;
&lt;p&gt;&lt;em&gt;Fig 1.&amp;#160;3D dust coverage map of target 13&lt;/em&gt;&lt;/p&gt;
&lt;p&gt;We find there is only a weak trend between shape descriptors and cometary source regions, cluster morphology,&amp;#160;and particle characteristics such as size and particle morphology. For example, particles ejected from smooth or&amp;#160;rough terrain are similar in their investigated shape properties, which implies dust particle activity such as dust&amp;#160;ejection, partial dry out, and recycled dust material are not responsible for the structure of particles at the&amp;#160;micrometre scale. Furthermore, the aspect ratio distributions suggest that the subunits of different cluster types&amp;#160;are similar in their shape and composition. Thus, the different cluster morphologies detected by MIDAS are not&amp;#160;created by a change in subunit properties, but rather by different impact velocities, a result in good agreement&amp;#160;with the finding of laboratory experiments (Ellerbroek et al. 2017) and simulations (Lasue et al. 2019). Next, the&amp;#160;types of clusters found in MIDAS show good agreement (Ellerbroek et al. 2017), however, there are some&amp;#160;differences to those found by COSIMA (Lasue et al. 2019). Furthermore, our pristinity score shows that almost&amp;#160;half of MIDAS particles suffered severe alteration by impact, which indicates dust alteration was inevitable with&amp;#160;the given dust collection strategy. Consequently, only ~ 20 particles were rated 'moderately pristine' particles,&amp;#160;i.e., they are not substantially flattened by impact, not fragmented, and/or not part of a fragmentation cluster.&amp;#160;The microphysical properties of pristine cometary materials are established in this study and can be translated&amp;#160;into properties of laboratory analogue materials for future study to understand comets and early Solar System&amp;#160;processes.&lt;/p&gt;